Sanghoon Lee | c8a85ba | 2017-11-29 11:23:14 +0000 | [diff] [blame] | 1 | /* |
Sanghoon Lee | c8d2316 | 2018-01-12 16:19:10 +0000 | [diff] [blame] | 2 | * Copyright (c) 2017-2018 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 | c8d2316 | 2018-01-12 16:19:10 +0000 | [diff] [blame] | 47 | DATA_TEST_CASE(Configuration, framework::DatasetMode::ALL, combine(combine(combine(concat(datasets::SmallShapes(), datasets::LargeShapes()), framework::dataset::make("DataType", { DataType::U8, DataType::S16 })), |
Sanghoon Lee | d7ba539 | 2017-12-13 11:28:50 +0000 | [diff] [blame] | 48 | datasets::BorderModes()), |
| 49 | framework::dataset::make("filter_size", { 3 })), |
Sanghoon Lee | c8d2316 | 2018-01-12 16:19:10 +0000 | [diff] [blame] | 50 | shape, output_data_type, border_mode, filter_size) |
Sanghoon Lee | c8a85ba | 2017-11-29 11:23:14 +0000 | [diff] [blame] | 51 | { |
| 52 | // Create tensors |
Sanghoon Lee | c8d2316 | 2018-01-12 16:19:10 +0000 | [diff] [blame] | 53 | CLTensor src = create_tensor<CLTensor>(shape, DataType::U8); |
| 54 | CLTensor dst = create_tensor<CLTensor>(shape, output_data_type); |
Sanghoon Lee | c8a85ba | 2017-11-29 11:23:14 +0000 | [diff] [blame] | 55 | |
| 56 | // Create conv matrix |
| 57 | int16_t conv[9]; |
| 58 | |
Sanghoon Lee | c8a85ba | 2017-11-29 11:23:14 +0000 | [diff] [blame] | 59 | ARM_COMPUTE_EXPECT(src.info()->is_resizable(), framework::LogLevel::ERRORS); |
| 60 | ARM_COMPUTE_EXPECT(dst.info()->is_resizable(), framework::LogLevel::ERRORS); |
| 61 | |
| 62 | // Create and configure function |
| 63 | CLConvolution3x3 convolution; |
Sanghoon Lee | d7ba539 | 2017-12-13 11:28:50 +0000 | [diff] [blame] | 64 | convolution.configure(&src, &dst, conv, 0, border_mode); |
Sanghoon Lee | c8a85ba | 2017-11-29 11:23:14 +0000 | [diff] [blame] | 65 | |
| 66 | // Validate valid region |
Sanghoon Lee | d7ba539 | 2017-12-13 11:28:50 +0000 | [diff] [blame] | 67 | const ValidRegion dst_valid_region = shape_to_valid_region(shape, (border_mode == BorderMode::UNDEFINED), BorderSize(filter_size / 2)); |
Sanghoon Lee | c8a85ba | 2017-11-29 11:23:14 +0000 | [diff] [blame] | 68 | validate(dst.info()->valid_region(), dst_valid_region); |
| 69 | |
| 70 | // Validate padding |
| 71 | PaddingCalculator calculator(shape.x(), 8); |
| 72 | calculator.set_border_size(1); |
| 73 | calculator.set_border_mode(border_mode); |
| 74 | |
| 75 | const PaddingSize dst_padding = calculator.required_padding(); |
| 76 | |
| 77 | calculator.set_accessed_elements(16); |
| 78 | calculator.set_access_offset(-1); |
| 79 | |
| 80 | const PaddingSize src_padding = calculator.required_padding(); |
| 81 | |
| 82 | validate(src.info()->padding(), src_padding); |
| 83 | validate(dst.info()->padding(), dst_padding); |
| 84 | } |
| 85 | |
| 86 | template <typename T> |
Sanghoon Lee | d7ba539 | 2017-12-13 11:28:50 +0000 | [diff] [blame] | 87 | using CLConvolutionFixture = ConvolutionSquareValidationFixture<CLTensor, CLAccessor, CLConvolution3x3, T>; |
Sanghoon Lee | c8a85ba | 2017-11-29 11:23:14 +0000 | [diff] [blame] | 88 | |
Sanghoon Lee | c0079e9 | 2018-01-29 17:28:49 +0000 | [diff] [blame] | 89 | TEST_SUITE(U8) |
Sanghoon Lee | d7ba539 | 2017-12-13 11:28:50 +0000 | [diff] [blame] | 90 | FIXTURE_DATA_TEST_CASE(RunSmall, CLConvolutionFixture<uint8_t>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(datasets::SmallShapes(), framework::dataset::make("DataType", |
Sanghoon Lee | c8a85ba | 2017-11-29 11:23:14 +0000 | [diff] [blame] | 91 | DataType::U8)), |
Sanghoon Lee | d7ba539 | 2017-12-13 11:28:50 +0000 | [diff] [blame] | 92 | datasets::BorderModes()), |
| 93 | framework::dataset::make("filter_size", { 3 }))) |
Sanghoon Lee | c8a85ba | 2017-11-29 11:23:14 +0000 | [diff] [blame] | 94 | { |
| 95 | // Validate output |
Sanghoon Lee | d7ba539 | 2017-12-13 11:28:50 +0000 | [diff] [blame] | 96 | 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] | 97 | } |
| 98 | |
Sanghoon Lee | d7ba539 | 2017-12-13 11:28:50 +0000 | [diff] [blame] | 99 | FIXTURE_DATA_TEST_CASE(RunLarge, CLConvolutionFixture<uint8_t>, framework::DatasetMode::NIGHTLY, combine(combine(combine(datasets::LargeShapes(), framework::dataset::make("DataType", |
Sanghoon Lee | c8a85ba | 2017-11-29 11:23:14 +0000 | [diff] [blame] | 100 | DataType::U8)), |
Sanghoon Lee | d7ba539 | 2017-12-13 11:28:50 +0000 | [diff] [blame] | 101 | datasets::BorderModes()), |
| 102 | framework::dataset::make("filter_size", { 3 }))) |
Sanghoon Lee | c8a85ba | 2017-11-29 11:23:14 +0000 | [diff] [blame] | 103 | { |
| 104 | // Validate output |
Sanghoon Lee | d7ba539 | 2017-12-13 11:28:50 +0000 | [diff] [blame] | 105 | 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] | 106 | } |
Sanghoon Lee | c8d2316 | 2018-01-12 16:19:10 +0000 | [diff] [blame] | 107 | TEST_SUITE_END() |
| 108 | |
Sanghoon Lee | c0079e9 | 2018-01-29 17:28:49 +0000 | [diff] [blame] | 109 | TEST_SUITE(S16) |
Sanghoon Lee | c8d2316 | 2018-01-12 16:19:10 +0000 | [diff] [blame] | 110 | FIXTURE_DATA_TEST_CASE(RunSmall, CLConvolutionFixture<int16_t>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(datasets::SmallShapes(), framework::dataset::make("DataType", |
| 111 | DataType::S16)), |
| 112 | datasets::BorderModes()), |
| 113 | framework::dataset::make("filter_size", { 3 }))) |
| 114 | { |
| 115 | // Validate output |
Georgios Pinitas | e9146ed | 2018-02-07 16:05:47 +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 | c8d2316 | 2018-01-12 16:19:10 +0000 | [diff] [blame] | 117 | } |
| 118 | FIXTURE_DATA_TEST_CASE(RunLarge, CLConvolutionFixture<int16_t>, framework::DatasetMode::NIGHTLY, combine(combine(combine(datasets::LargeShapes(), framework::dataset::make("DataType", |
| 119 | DataType::S16)), |
| 120 | datasets::BorderModes()), |
| 121 | framework::dataset::make("filter_size", { 3 }))) |
| 122 | { |
| 123 | // Validate output |
Georgios Pinitas | e9146ed | 2018-02-07 16:05:47 +0000 | [diff] [blame] | 124 | 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] | 125 | } |
| 126 | TEST_SUITE_END() |
Sanghoon Lee | c0079e9 | 2018-01-29 17:28:49 +0000 | [diff] [blame] | 127 | TEST_SUITE_END() /* Square 3x3 */ |
Sanghoon Lee | c8a85ba | 2017-11-29 11:23:14 +0000 | [diff] [blame] | 128 | |
Sanghoon Lee | c0079e9 | 2018-01-29 17:28:49 +0000 | [diff] [blame] | 129 | TEST_SUITE(Square5x5) |
Sanghoon Lee | c8d2316 | 2018-01-12 16:19:10 +0000 | [diff] [blame] | 130 | DATA_TEST_CASE(Configuration, framework::DatasetMode::ALL, combine(combine(combine(concat(datasets::SmallShapes(), datasets::LargeShapes()), framework::dataset::make("DataType", { DataType::U8, DataType::S16 })), |
Sanghoon Lee | d7ba539 | 2017-12-13 11:28:50 +0000 | [diff] [blame] | 131 | datasets::BorderModes()), |
| 132 | framework::dataset::make("filter_size", { 5 })), |
Sanghoon Lee | c8d2316 | 2018-01-12 16:19:10 +0000 | [diff] [blame] | 133 | shape, output_data_type, border_mode, filter_size) |
Sanghoon Lee | c8a85ba | 2017-11-29 11:23:14 +0000 | [diff] [blame] | 134 | { |
| 135 | // Create tensors |
Sanghoon Lee | c8d2316 | 2018-01-12 16:19:10 +0000 | [diff] [blame] | 136 | CLTensor src = create_tensor<CLTensor>(shape, DataType::U8); |
| 137 | CLTensor dst = create_tensor<CLTensor>(shape, output_data_type); |
Sanghoon Lee | c8a85ba | 2017-11-29 11:23:14 +0000 | [diff] [blame] | 138 | |
| 139 | // Create conv matrix |
| 140 | int16_t conv[25]; |
| 141 | |
Sanghoon Lee | c8a85ba | 2017-11-29 11:23:14 +0000 | [diff] [blame] | 142 | ARM_COMPUTE_EXPECT(src.info()->is_resizable(), framework::LogLevel::ERRORS); |
| 143 | ARM_COMPUTE_EXPECT(dst.info()->is_resizable(), framework::LogLevel::ERRORS); |
| 144 | |
| 145 | // Create and configure function |
| 146 | CLConvolution5x5 convolution; |
Sanghoon Lee | d7ba539 | 2017-12-13 11:28:50 +0000 | [diff] [blame] | 147 | convolution.configure(&src, &dst, conv, 0, border_mode); |
Sanghoon Lee | c8a85ba | 2017-11-29 11:23:14 +0000 | [diff] [blame] | 148 | |
| 149 | // Validate valid region |
Sanghoon Lee | d7ba539 | 2017-12-13 11:28:50 +0000 | [diff] [blame] | 150 | const ValidRegion dst_valid_region = shape_to_valid_region(shape, (border_mode == BorderMode::UNDEFINED), BorderSize(filter_size / 2)); |
Sanghoon Lee | c8a85ba | 2017-11-29 11:23:14 +0000 | [diff] [blame] | 151 | validate(dst.info()->valid_region(), dst_valid_region); |
| 152 | |
| 153 | // Validate padding |
| 154 | PaddingCalculator calculator(shape.x(), 8); |
| 155 | calculator.set_border_size(2); |
| 156 | calculator.set_border_mode(border_mode); |
| 157 | |
| 158 | const PaddingSize dst_padding = calculator.required_padding(); |
| 159 | |
| 160 | calculator.set_accessed_elements(16); |
| 161 | calculator.set_access_offset(-2); |
| 162 | |
| 163 | const PaddingSize src_padding = calculator.required_padding(); |
| 164 | |
| 165 | validate(src.info()->padding(), src_padding); |
| 166 | validate(dst.info()->padding(), dst_padding); |
| 167 | } |
| 168 | |
| 169 | template <typename T> |
Sanghoon Lee | d7ba539 | 2017-12-13 11:28:50 +0000 | [diff] [blame] | 170 | using CLConvolutionFixture = ConvolutionSquareValidationFixture<CLTensor, CLAccessor, CLConvolution5x5, T>; |
Sanghoon Lee | c8d2316 | 2018-01-12 16:19:10 +0000 | [diff] [blame] | 171 | |
Sanghoon Lee | c0079e9 | 2018-01-29 17:28:49 +0000 | [diff] [blame] | 172 | TEST_SUITE(U8) |
Sanghoon Lee | d7ba539 | 2017-12-13 11:28:50 +0000 | [diff] [blame] | 173 | FIXTURE_DATA_TEST_CASE(RunSmall, CLConvolutionFixture<uint8_t>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(datasets::SmallShapes(), framework::dataset::make("DataType", |
Sanghoon Lee | c8a85ba | 2017-11-29 11:23:14 +0000 | [diff] [blame] | 174 | DataType::U8)), |
Sanghoon Lee | d7ba539 | 2017-12-13 11:28:50 +0000 | [diff] [blame] | 175 | datasets::BorderModes()), |
| 176 | framework::dataset::make("filter_size", { 5 }))) |
Sanghoon Lee | c8a85ba | 2017-11-29 11:23:14 +0000 | [diff] [blame] | 177 | { |
| 178 | // Validate output |
Sanghoon Lee | d7ba539 | 2017-12-13 11:28:50 +0000 | [diff] [blame] | 179 | 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] | 180 | } |
| 181 | |
Sanghoon Lee | d7ba539 | 2017-12-13 11:28:50 +0000 | [diff] [blame] | 182 | FIXTURE_DATA_TEST_CASE(RunLarge, CLConvolutionFixture<uint8_t>, framework::DatasetMode::NIGHTLY, combine(combine(combine(datasets::LargeShapes(), framework::dataset::make("DataType", |
Sanghoon Lee | c8a85ba | 2017-11-29 11:23:14 +0000 | [diff] [blame] | 183 | DataType::U8)), |
Sanghoon Lee | d7ba539 | 2017-12-13 11:28:50 +0000 | [diff] [blame] | 184 | datasets::BorderModes()), |
| 185 | framework::dataset::make("filter_size", { 5 }))) |
Sanghoon Lee | c8a85ba | 2017-11-29 11:23:14 +0000 | [diff] [blame] | 186 | { |
| 187 | // Validate output |
Sanghoon Lee | d7ba539 | 2017-12-13 11:28:50 +0000 | [diff] [blame] | 188 | 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] | 189 | } |
Sanghoon Lee | c8d2316 | 2018-01-12 16:19:10 +0000 | [diff] [blame] | 190 | TEST_SUITE_END() |
| 191 | |
Sanghoon Lee | c0079e9 | 2018-01-29 17:28:49 +0000 | [diff] [blame] | 192 | TEST_SUITE(S16) |
Sanghoon Lee | c8d2316 | 2018-01-12 16:19:10 +0000 | [diff] [blame] | 193 | FIXTURE_DATA_TEST_CASE(RunSmall, CLConvolutionFixture<int16_t>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(datasets::SmallShapes(), framework::dataset::make("DataType", |
| 194 | DataType::S16)), |
| 195 | datasets::BorderModes()), |
| 196 | framework::dataset::make("filter_size", { 5 }))) |
| 197 | { |
| 198 | // Validate output |
Georgios Pinitas | e9146ed | 2018-02-07 16:05:47 +0000 | [diff] [blame] | 199 | 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] | 200 | } |
| 201 | |
Georgios Pinitas | c5694af | 2018-02-09 10:30:41 +0000 | [diff] [blame] | 202 | FIXTURE_DATA_TEST_CASE(RunLarge, CLConvolutionFixture<int16_t>, framework::DatasetMode::NIGHTLY, combine(combine(combine(datasets::LargeShapes(), framework::dataset::make("DataType", |
Sanghoon Lee | c8d2316 | 2018-01-12 16:19:10 +0000 | [diff] [blame] | 203 | DataType::S16)), |
| 204 | datasets::BorderModes()), |
| 205 | framework::dataset::make("filter_size", { 5 }))) |
| 206 | { |
| 207 | // Validate output |
Georgios Pinitas | e9146ed | 2018-02-07 16:05:47 +0000 | [diff] [blame] | 208 | 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] | 209 | } |
| 210 | TEST_SUITE_END() |
Sanghoon Lee | c0079e9 | 2018-01-29 17:28:49 +0000 | [diff] [blame] | 211 | TEST_SUITE_END() /* Square5x5 */ |
Sanghoon Lee | c8a85ba | 2017-11-29 11:23:14 +0000 | [diff] [blame] | 212 | |
Sanghoon Lee | c0079e9 | 2018-01-29 17:28:49 +0000 | [diff] [blame] | 213 | TEST_SUITE(Square7x7) |
Sanghoon Lee | c8d2316 | 2018-01-12 16:19:10 +0000 | [diff] [blame] | 214 | DATA_TEST_CASE(Configuration, framework::DatasetMode::ALL, combine(combine(combine(concat(datasets::SmallShapes(), datasets::LargeShapes()), framework::dataset::make("DataType", { DataType::U8, DataType::S16 })), |
Sanghoon Lee | d7ba539 | 2017-12-13 11:28:50 +0000 | [diff] [blame] | 215 | datasets::BorderModes()), |
| 216 | framework::dataset::make("filter_size", { 7 })), |
Sanghoon Lee | c8d2316 | 2018-01-12 16:19:10 +0000 | [diff] [blame] | 217 | shape, output_data_type, border_mode, filter_size) |
Sanghoon Lee | c8a85ba | 2017-11-29 11:23:14 +0000 | [diff] [blame] | 218 | { |
| 219 | // Create tensors |
Sanghoon Lee | c8d2316 | 2018-01-12 16:19:10 +0000 | [diff] [blame] | 220 | CLTensor src = create_tensor<CLTensor>(shape, DataType::U8); |
| 221 | CLTensor dst = create_tensor<CLTensor>(shape, output_data_type); |
Sanghoon Lee | c8a85ba | 2017-11-29 11:23:14 +0000 | [diff] [blame] | 222 | |
| 223 | // Create conv matrix |
| 224 | int16_t conv[49]; |
| 225 | |
Sanghoon Lee | c8a85ba | 2017-11-29 11:23:14 +0000 | [diff] [blame] | 226 | ARM_COMPUTE_EXPECT(src.info()->is_resizable(), framework::LogLevel::ERRORS); |
| 227 | ARM_COMPUTE_EXPECT(dst.info()->is_resizable(), framework::LogLevel::ERRORS); |
| 228 | |
| 229 | // Create and configure function |
| 230 | CLConvolution7x7 convolution; |
Sanghoon Lee | d7ba539 | 2017-12-13 11:28:50 +0000 | [diff] [blame] | 231 | convolution.configure(&src, &dst, conv, 0, border_mode); |
Sanghoon Lee | c8a85ba | 2017-11-29 11:23:14 +0000 | [diff] [blame] | 232 | |
| 233 | // Validate valid region |
Sanghoon Lee | d7ba539 | 2017-12-13 11:28:50 +0000 | [diff] [blame] | 234 | const ValidRegion dst_valid_region = shape_to_valid_region(shape, (border_mode == BorderMode::UNDEFINED), BorderSize(filter_size / 2)); |
Sanghoon Lee | c8a85ba | 2017-11-29 11:23:14 +0000 | [diff] [blame] | 235 | validate(dst.info()->valid_region(), dst_valid_region); |
| 236 | |
| 237 | // Validate padding |
| 238 | PaddingCalculator calculator(shape.x(), 8); |
| 239 | calculator.set_border_size(3); |
| 240 | calculator.set_border_mode(border_mode); |
| 241 | |
| 242 | const PaddingSize dst_padding = calculator.required_padding(); |
| 243 | |
| 244 | calculator.set_accessed_elements(16); |
| 245 | calculator.set_access_offset(-3); |
| 246 | |
| 247 | const PaddingSize src_padding = calculator.required_padding(); |
| 248 | |
| 249 | validate(src.info()->padding(), src_padding); |
| 250 | validate(dst.info()->padding(), dst_padding); |
| 251 | } |
| 252 | |
| 253 | template <typename T> |
Sanghoon Lee | d7ba539 | 2017-12-13 11:28:50 +0000 | [diff] [blame] | 254 | using CLConvolutionFixture = ConvolutionSquareValidationFixture<CLTensor, CLAccessor, CLConvolution7x7, T>; |
Sanghoon Lee | c8a85ba | 2017-11-29 11:23:14 +0000 | [diff] [blame] | 255 | |
Sanghoon Lee | c0079e9 | 2018-01-29 17:28:49 +0000 | [diff] [blame] | 256 | TEST_SUITE(U8) |
Sanghoon Lee | d7ba539 | 2017-12-13 11:28:50 +0000 | [diff] [blame] | 257 | FIXTURE_DATA_TEST_CASE(RunSmall, CLConvolutionFixture<uint8_t>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(datasets::SmallShapes(), framework::dataset::make("DataType", |
Sanghoon Lee | c8a85ba | 2017-11-29 11:23:14 +0000 | [diff] [blame] | 258 | DataType::U8)), |
Sanghoon Lee | d7ba539 | 2017-12-13 11:28:50 +0000 | [diff] [blame] | 259 | datasets::BorderModes()), |
| 260 | framework::dataset::make("filter_size", { 7 }))) |
Sanghoon Lee | c8a85ba | 2017-11-29 11:23:14 +0000 | [diff] [blame] | 261 | { |
| 262 | // Validate output |
Sanghoon Lee | d7ba539 | 2017-12-13 11:28:50 +0000 | [diff] [blame] | 263 | 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] | 264 | } |
| 265 | |
Sanghoon Lee | d7ba539 | 2017-12-13 11:28:50 +0000 | [diff] [blame] | 266 | FIXTURE_DATA_TEST_CASE(RunLarge, CLConvolutionFixture<uint8_t>, framework::DatasetMode::NIGHTLY, combine(combine(combine(datasets::LargeShapes(), framework::dataset::make("DataType", |
Sanghoon Lee | c8a85ba | 2017-11-29 11:23:14 +0000 | [diff] [blame] | 267 | DataType::U8)), |
Sanghoon Lee | d7ba539 | 2017-12-13 11:28:50 +0000 | [diff] [blame] | 268 | datasets::BorderModes()), |
| 269 | framework::dataset::make("filter_size", { 7 }))) |
Sanghoon Lee | c8a85ba | 2017-11-29 11:23:14 +0000 | [diff] [blame] | 270 | { |
| 271 | // Validate output |
Sanghoon Lee | d7ba539 | 2017-12-13 11:28:50 +0000 | [diff] [blame] | 272 | 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] | 273 | } |
Sanghoon Lee | c8d2316 | 2018-01-12 16:19:10 +0000 | [diff] [blame] | 274 | TEST_SUITE_END() |
| 275 | |
Sanghoon Lee | c0079e9 | 2018-01-29 17:28:49 +0000 | [diff] [blame] | 276 | TEST_SUITE(S16) |
Sanghoon Lee | c8d2316 | 2018-01-12 16:19:10 +0000 | [diff] [blame] | 277 | FIXTURE_DATA_TEST_CASE(RunSmall, CLConvolutionFixture<int16_t>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(datasets::SmallShapes(), framework::dataset::make("DataType", |
| 278 | DataType::S16)), |
| 279 | datasets::BorderModes()), |
| 280 | framework::dataset::make("filter_size", { 7 }))) |
| 281 | { |
| 282 | // Validate output |
Georgios Pinitas | e9146ed | 2018-02-07 16:05:47 +0000 | [diff] [blame] | 283 | 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] | 284 | } |
| 285 | |
| 286 | FIXTURE_DATA_TEST_CASE(RunLarge, CLConvolutionFixture<int16_t>, framework::DatasetMode::NIGHTLY, combine(combine(combine(datasets::LargeShapes(), framework::dataset::make("DataType", |
| 287 | DataType::S16)), |
| 288 | datasets::BorderModes()), |
| 289 | framework::dataset::make("filter_size", { 7 }))) |
| 290 | { |
| 291 | // Validate output |
Georgios Pinitas | e9146ed | 2018-02-07 16:05:47 +0000 | [diff] [blame] | 292 | 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] | 293 | } |
| 294 | TEST_SUITE_END() |
Sanghoon Lee | c0079e9 | 2018-01-29 17:28:49 +0000 | [diff] [blame] | 295 | TEST_SUITE_END() /* Square7x7 */ |
Sanghoon Lee | c8a85ba | 2017-11-29 11:23:14 +0000 | [diff] [blame] | 296 | |
Sanghoon Lee | c0079e9 | 2018-01-29 17:28:49 +0000 | [diff] [blame] | 297 | TEST_SUITE(Square9x9) |
Sanghoon Lee | c8d2316 | 2018-01-12 16:19:10 +0000 | [diff] [blame] | 298 | DATA_TEST_CASE(Configuration, framework::DatasetMode::ALL, combine(combine(combine(concat(datasets::SmallShapes(), datasets::LargeShapes()), framework::dataset::make("DataType", { DataType::U8, DataType::S16 })), |
Sanghoon Lee | d7ba539 | 2017-12-13 11:28:50 +0000 | [diff] [blame] | 299 | datasets::BorderModes()), |
| 300 | framework::dataset::make("filter_size", { 9 })), |
Sanghoon Lee | c8d2316 | 2018-01-12 16:19:10 +0000 | [diff] [blame] | 301 | shape, output_data_type, border_mode, filter_size) |
Sanghoon Lee | c8a85ba | 2017-11-29 11:23:14 +0000 | [diff] [blame] | 302 | { |
| 303 | // Create tensors |
Sanghoon Lee | c8d2316 | 2018-01-12 16:19:10 +0000 | [diff] [blame] | 304 | CLTensor src = create_tensor<CLTensor>(shape, DataType::U8); |
| 305 | CLTensor dst = create_tensor<CLTensor>(shape, output_data_type); |
Sanghoon Lee | c8a85ba | 2017-11-29 11:23:14 +0000 | [diff] [blame] | 306 | |
| 307 | // Create conv matrix |
| 308 | int16_t conv[81]; |
| 309 | |
Sanghoon Lee | c8a85ba | 2017-11-29 11:23:14 +0000 | [diff] [blame] | 310 | ARM_COMPUTE_EXPECT(src.info()->is_resizable(), framework::LogLevel::ERRORS); |
| 311 | ARM_COMPUTE_EXPECT(dst.info()->is_resizable(), framework::LogLevel::ERRORS); |
| 312 | |
| 313 | // Create and configure function |
| 314 | CLConvolution9x9 convolution; |
Sanghoon Lee | d7ba539 | 2017-12-13 11:28:50 +0000 | [diff] [blame] | 315 | convolution.configure(&src, &dst, conv, 0, border_mode); |
Sanghoon Lee | c8a85ba | 2017-11-29 11:23:14 +0000 | [diff] [blame] | 316 | |
| 317 | // Validate valid region |
Sanghoon Lee | d7ba539 | 2017-12-13 11:28:50 +0000 | [diff] [blame] | 318 | const ValidRegion dst_valid_region = shape_to_valid_region(shape, (border_mode == BorderMode::UNDEFINED), BorderSize(filter_size / 2)); |
Sanghoon Lee | c8a85ba | 2017-11-29 11:23:14 +0000 | [diff] [blame] | 319 | validate(dst.info()->valid_region(), dst_valid_region); |
| 320 | |
| 321 | // Validate padding |
| 322 | PaddingCalculator calculator(shape.x(), 8); |
| 323 | calculator.set_border_size(4); |
| 324 | calculator.set_border_mode(border_mode); |
| 325 | |
| 326 | const PaddingSize dst_padding = calculator.required_padding(); |
| 327 | |
| 328 | calculator.set_accessed_elements(16); |
| 329 | calculator.set_access_offset(-4); |
| 330 | |
| 331 | const PaddingSize src_padding = calculator.required_padding(); |
| 332 | |
| 333 | validate(src.info()->padding(), src_padding); |
| 334 | validate(dst.info()->padding(), dst_padding); |
| 335 | } |
| 336 | |
| 337 | template <typename T> |
Sanghoon Lee | d7ba539 | 2017-12-13 11:28:50 +0000 | [diff] [blame] | 338 | using CLConvolutionFixture = ConvolutionSquareValidationFixture<CLTensor, CLAccessor, CLConvolution9x9, T>; |
Sanghoon Lee | c8a85ba | 2017-11-29 11:23:14 +0000 | [diff] [blame] | 339 | |
Sanghoon Lee | c0079e9 | 2018-01-29 17:28:49 +0000 | [diff] [blame] | 340 | TEST_SUITE(U8) |
Sanghoon Lee | d7ba539 | 2017-12-13 11:28:50 +0000 | [diff] [blame] | 341 | FIXTURE_DATA_TEST_CASE(RunSmall, CLConvolutionFixture<uint8_t>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(datasets::SmallShapes(), framework::dataset::make("DataType", |
Sanghoon Lee | c8a85ba | 2017-11-29 11:23:14 +0000 | [diff] [blame] | 342 | DataType::U8)), |
Sanghoon Lee | d7ba539 | 2017-12-13 11:28:50 +0000 | [diff] [blame] | 343 | datasets::BorderModes()), |
| 344 | framework::dataset::make("filter_size", { 9 }))) |
Sanghoon Lee | c8a85ba | 2017-11-29 11:23:14 +0000 | [diff] [blame] | 345 | { |
| 346 | // Validate output |
Sanghoon Lee | d7ba539 | 2017-12-13 11:28:50 +0000 | [diff] [blame] | 347 | 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] | 348 | } |
| 349 | |
Sanghoon Lee | d7ba539 | 2017-12-13 11:28:50 +0000 | [diff] [blame] | 350 | FIXTURE_DATA_TEST_CASE(RunLarge, CLConvolutionFixture<uint8_t>, framework::DatasetMode::NIGHTLY, combine(combine(combine(datasets::LargeShapes(), framework::dataset::make("DataType", |
Sanghoon Lee | c8a85ba | 2017-11-29 11:23:14 +0000 | [diff] [blame] | 351 | DataType::U8)), |
Sanghoon Lee | d7ba539 | 2017-12-13 11:28:50 +0000 | [diff] [blame] | 352 | datasets::BorderModes()), |
| 353 | framework::dataset::make("filter_size", { 9 }))) |
Sanghoon Lee | c8a85ba | 2017-11-29 11:23:14 +0000 | [diff] [blame] | 354 | { |
| 355 | // Validate output |
Sanghoon Lee | d7ba539 | 2017-12-13 11:28:50 +0000 | [diff] [blame] | 356 | 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] | 357 | } |
Sanghoon Lee | c8d2316 | 2018-01-12 16:19:10 +0000 | [diff] [blame] | 358 | TEST_SUITE_END() |
| 359 | |
Sanghoon Lee | c0079e9 | 2018-01-29 17:28:49 +0000 | [diff] [blame] | 360 | TEST_SUITE(S16) |
Sanghoon Lee | c8d2316 | 2018-01-12 16:19:10 +0000 | [diff] [blame] | 361 | FIXTURE_DATA_TEST_CASE(RunSmall, CLConvolutionFixture<int16_t>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(datasets::SmallShapes(), framework::dataset::make("DataType", |
| 362 | DataType::S16)), |
| 363 | datasets::BorderModes()), |
| 364 | framework::dataset::make("filter_size", { 9 }))) |
| 365 | { |
| 366 | // Validate output |
Georgios Pinitas | e9146ed | 2018-02-07 16:05:47 +0000 | [diff] [blame] | 367 | 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] | 368 | } |
| 369 | |
| 370 | FIXTURE_DATA_TEST_CASE(RunLarge, CLConvolutionFixture<int16_t>, framework::DatasetMode::NIGHTLY, combine(combine(combine(datasets::LargeShapes(), framework::dataset::make("DataType", |
| 371 | DataType::S16)), |
| 372 | datasets::BorderModes()), |
| 373 | framework::dataset::make("filter_size", { 9 }))) |
| 374 | { |
| 375 | // Validate output |
Georgios Pinitas | e9146ed | 2018-02-07 16:05:47 +0000 | [diff] [blame] | 376 | 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] | 377 | } |
| 378 | TEST_SUITE_END() |
Sanghoon Lee | c0079e9 | 2018-01-29 17:28:49 +0000 | [diff] [blame] | 379 | TEST_SUITE_END() /* Square9x9 */ |
Sanghoon Lee | d7ba539 | 2017-12-13 11:28:50 +0000 | [diff] [blame] | 380 | |
Sanghoon Lee | c0079e9 | 2018-01-29 17:28:49 +0000 | [diff] [blame] | 381 | TEST_SUITE(Rectangle) |
Sanghoon Lee | d7ba539 | 2017-12-13 11:28:50 +0000 | [diff] [blame] | 382 | DATA_TEST_CASE(Configuration, framework::DatasetMode::ALL, combine(combine(combine(combine(concat(datasets::SmallShapes(), datasets::LargeShapes()), framework::dataset::make("DataType", |
Sanghoon Lee | c8d2316 | 2018-01-12 16:19:10 +0000 | [diff] [blame] | 383 | { DataType::U8, DataType::S16 })), |
| 384 | datasets::BorderModes()), |
| 385 | framework::dataset::make("filter_width", { 3, 5, 7, 9 })), |
| 386 | framework::dataset::make("filter_height", { 3, 5, 7, 9 })), |
| 387 | shape, output_data_type, border_mode, filter_width, filter_height) |
Sanghoon Lee | d7ba539 | 2017-12-13 11:28:50 +0000 | [diff] [blame] | 388 | { |
| 389 | // Create tensors |
Sanghoon Lee | c8d2316 | 2018-01-12 16:19:10 +0000 | [diff] [blame] | 390 | CLTensor src = create_tensor<CLTensor>(shape, DataType::U8); |
| 391 | CLTensor dst = create_tensor<CLTensor>(shape, output_data_type); |
Sanghoon Lee | d7ba539 | 2017-12-13 11:28:50 +0000 | [diff] [blame] | 392 | |
| 393 | // Create conv matrix |
| 394 | int16_t conv[filter_width * filter_height]; |
| 395 | |
| 396 | ARM_COMPUTE_EXPECT(src.info()->is_resizable(), framework::LogLevel::ERRORS); |
| 397 | ARM_COMPUTE_EXPECT(dst.info()->is_resizable(), framework::LogLevel::ERRORS); |
| 398 | |
| 399 | // Create and configure function |
| 400 | CLConvolutionRectangle convolution; |
| 401 | convolution.configure(&src, &dst, conv, filter_width, filter_height, 1, border_mode); |
| 402 | |
| 403 | // Validate valid region |
| 404 | const ValidRegion dst_valid_region = shape_to_valid_region(shape, (border_mode == BorderMode::UNDEFINED), BorderSize(filter_height / 2, filter_width / 2)); |
| 405 | validate(dst.info()->valid_region(), dst_valid_region); |
| 406 | |
| 407 | // Validate padding |
| 408 | PaddingCalculator calculator(shape.x(), 8); |
| 409 | calculator.set_border_size(filter_width / 2); |
| 410 | calculator.set_border_mode(border_mode); |
| 411 | |
| 412 | const PaddingSize dst_padding = calculator.required_padding(); |
| 413 | |
| 414 | calculator.set_accessed_elements(16); |
| 415 | calculator.set_access_offset(-(filter_width / 2)); |
| 416 | |
| 417 | const PaddingSize width_padding = calculator.required_padding(); |
| 418 | |
| 419 | calculator.set_border_size(filter_height / 2); |
| 420 | calculator.set_access_offset(-(filter_height / 2)); |
| 421 | const PaddingSize height_padding = calculator.required_padding(); |
| 422 | |
| 423 | validate(src.info()->padding(), width_padding, height_padding); |
| 424 | validate(dst.info()->padding(), dst_padding); |
| 425 | } |
| 426 | |
| 427 | template <typename T> |
| 428 | using CLConvolutionFixture = ConvolutionRectangleValidationFixture<CLTensor, CLAccessor, CLConvolutionRectangle, T>; |
| 429 | |
Sanghoon Lee | c0079e9 | 2018-01-29 17:28:49 +0000 | [diff] [blame] | 430 | TEST_SUITE(U8) |
Sanghoon Lee | d7ba539 | 2017-12-13 11:28:50 +0000 | [diff] [blame] | 431 | FIXTURE_DATA_TEST_CASE(RunSmall, CLConvolutionFixture<uint8_t>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(combine(datasets::SmallShapes(), framework::dataset::make("DataType", |
| 432 | DataType::U8)), |
| 433 | datasets::BorderModes()), |
| 434 | framework::dataset::make("filter_width", { 3, 5, 7, 9 })), |
| 435 | framework::dataset::make("filter_height", { 3, 5, 7, 9 }))) |
| 436 | { |
| 437 | // Validate output |
| 438 | validate(CLAccessor(_target), _reference, shape_to_valid_region(_reference.shape(), (_border_mode == BorderMode::UNDEFINED), BorderSize(_height / 2, _width / 2))); |
| 439 | } |
| 440 | |
| 441 | FIXTURE_DATA_TEST_CASE(RunLarge, CLConvolutionFixture<uint8_t>, framework::DatasetMode::NIGHTLY, combine(combine(combine(combine(datasets::LargeShapes(), framework::dataset::make("DataType", |
| 442 | DataType::U8)), |
| 443 | datasets::BorderModes()), |
| 444 | framework::dataset::make("filter_width", { 3, 5, 7, 9 })), |
| 445 | framework::dataset::make("filter_height", { 3, 5, 7, 9 }))) |
| 446 | { |
| 447 | // Validate output |
| 448 | validate(CLAccessor(_target), _reference, shape_to_valid_region(_reference.shape(), (_border_mode == BorderMode::UNDEFINED), BorderSize(_height / 2, _width / 2))); |
| 449 | } |
Sanghoon Lee | c8d2316 | 2018-01-12 16:19:10 +0000 | [diff] [blame] | 450 | TEST_SUITE_END() |
| 451 | |
Sanghoon Lee | c0079e9 | 2018-01-29 17:28:49 +0000 | [diff] [blame] | 452 | TEST_SUITE(S16) |
Sanghoon Lee | c8d2316 | 2018-01-12 16:19:10 +0000 | [diff] [blame] | 453 | FIXTURE_DATA_TEST_CASE(RunSmall, CLConvolutionFixture<int16_t>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(combine(datasets::SmallShapes(), framework::dataset::make("DataType", |
| 454 | DataType::S16)), |
| 455 | datasets::BorderModes()), |
| 456 | framework::dataset::make("filter_width", { 3, 5, 7, 9 })), |
| 457 | framework::dataset::make("filter_height", { 3, 5, 7, 9 }))) |
| 458 | { |
| 459 | // Validate output |
Georgios Pinitas | e9146ed | 2018-02-07 16:05:47 +0000 | [diff] [blame] | 460 | 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] | 461 | } |
| 462 | |
| 463 | FIXTURE_DATA_TEST_CASE(RunLarge, CLConvolutionFixture<int16_t>, framework::DatasetMode::NIGHTLY, combine(combine(combine(combine(datasets::LargeShapes(), framework::dataset::make("DataType", |
| 464 | DataType::S16)), |
| 465 | datasets::BorderModes()), |
| 466 | framework::dataset::make("filter_width", { 3, 5, 7, 9 })), |
| 467 | framework::dataset::make("filter_height", { 3, 5, 7, 9 }))) |
| 468 | { |
| 469 | // Validate output |
Georgios Pinitas | e9146ed | 2018-02-07 16:05:47 +0000 | [diff] [blame] | 470 | 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] | 471 | } |
| 472 | TEST_SUITE_END() |
Sanghoon Lee | c0079e9 | 2018-01-29 17:28:49 +0000 | [diff] [blame] | 473 | TEST_SUITE_END() /* Rectangle */ |
Sanghoon Lee | 571b18a | 2017-12-22 16:20:11 +0000 | [diff] [blame] | 474 | |
Sanghoon Lee | c0079e9 | 2018-01-29 17:28:49 +0000 | [diff] [blame] | 475 | TEST_SUITE(Separable5x5) |
Sanghoon Lee | 571b18a | 2017-12-22 16:20:11 +0000 | [diff] [blame] | 476 | template <typename T> |
| 477 | using CLConvolutionFixture = ConvolutionSeparableValidationFixture<CLTensor, CLAccessor, CLConvolution5x5, T>; |
| 478 | |
Sanghoon Lee | c0079e9 | 2018-01-29 17:28:49 +0000 | [diff] [blame] | 479 | TEST_SUITE(U8) |
Sanghoon Lee | 571b18a | 2017-12-22 16:20:11 +0000 | [diff] [blame] | 480 | FIXTURE_DATA_TEST_CASE(RunSmall, CLConvolutionFixture<uint8_t>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(datasets::SmallShapes(), framework::dataset::make("DataType", |
| 481 | DataType::U8)), |
| 482 | datasets::BorderModes()), |
| 483 | framework::dataset::make("filter_size", { 5 }))) |
| 484 | { |
| 485 | // Validate output |
| 486 | validate(CLAccessor(_target), _reference, shape_to_valid_region(_reference.shape(), (_border_mode == BorderMode::UNDEFINED), BorderSize(_height / 2, _width / 2))); |
| 487 | } |
| 488 | |
| 489 | FIXTURE_DATA_TEST_CASE(RunLarge, CLConvolutionFixture<uint8_t>, framework::DatasetMode::NIGHTLY, combine(combine(combine(datasets::LargeShapes(), framework::dataset::make("DataType", |
| 490 | DataType::U8)), |
| 491 | datasets::BorderModes()), |
| 492 | framework::dataset::make("filter_size", { 5 }))) |
| 493 | { |
| 494 | // Validate output |
| 495 | validate(CLAccessor(_target), _reference, shape_to_valid_region(_reference.shape(), (_border_mode == BorderMode::UNDEFINED), BorderSize(_height / 2, _width / 2))); |
| 496 | } |
Sanghoon Lee | c8d2316 | 2018-01-12 16:19:10 +0000 | [diff] [blame] | 497 | TEST_SUITE_END() |
| 498 | |
Sanghoon Lee | c0079e9 | 2018-01-29 17:28:49 +0000 | [diff] [blame] | 499 | TEST_SUITE(S16) |
Sanghoon Lee | c8d2316 | 2018-01-12 16:19:10 +0000 | [diff] [blame] | 500 | FIXTURE_DATA_TEST_CASE(RunSmall, CLConvolutionFixture<int16_t>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(datasets::SmallShapes(), framework::dataset::make("DataType", |
| 501 | DataType::S16)), |
| 502 | datasets::BorderModes()), |
| 503 | framework::dataset::make("filter_size", { 5 }))) |
| 504 | { |
| 505 | // Validate output |
Georgios Pinitas | e9146ed | 2018-02-07 16:05:47 +0000 | [diff] [blame] | 506 | 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] | 507 | } |
| 508 | |
| 509 | FIXTURE_DATA_TEST_CASE(RunLarge, CLConvolutionFixture<int16_t>, framework::DatasetMode::NIGHTLY, combine(combine(combine(datasets::LargeShapes(), framework::dataset::make("DataType", |
| 510 | DataType::S16)), |
| 511 | datasets::BorderModes()), |
| 512 | framework::dataset::make("filter_size", { 5 }))) |
| 513 | { |
| 514 | // Validate output |
Georgios Pinitas | e9146ed | 2018-02-07 16:05:47 +0000 | [diff] [blame] | 515 | 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] | 516 | } |
| 517 | TEST_SUITE_END() |
Sanghoon Lee | c0079e9 | 2018-01-29 17:28:49 +0000 | [diff] [blame] | 518 | TEST_SUITE_END() /* Separable5x5 */ |
Sanghoon Lee | 571b18a | 2017-12-22 16:20:11 +0000 | [diff] [blame] | 519 | |
Sanghoon Lee | c0079e9 | 2018-01-29 17:28:49 +0000 | [diff] [blame] | 520 | TEST_SUITE(Separable7x7) |
Sanghoon Lee | 571b18a | 2017-12-22 16:20:11 +0000 | [diff] [blame] | 521 | template <typename T> |
| 522 | using CLConvolutionFixture = ConvolutionSeparableValidationFixture<CLTensor, CLAccessor, CLConvolution7x7, T>; |
| 523 | |
Sanghoon Lee | c0079e9 | 2018-01-29 17:28:49 +0000 | [diff] [blame] | 524 | TEST_SUITE(U8) |
Sanghoon Lee | 571b18a | 2017-12-22 16:20:11 +0000 | [diff] [blame] | 525 | FIXTURE_DATA_TEST_CASE(RunSmall, CLConvolutionFixture<uint8_t>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(datasets::SmallShapes(), framework::dataset::make("DataType", |
| 526 | DataType::U8)), |
| 527 | datasets::BorderModes()), |
| 528 | framework::dataset::make("filter_size", { 7 }))) |
| 529 | { |
| 530 | // Validate output |
| 531 | validate(CLAccessor(_target), _reference, shape_to_valid_region(_reference.shape(), (_border_mode == BorderMode::UNDEFINED), BorderSize(_height / 2, _width / 2))); |
| 532 | } |
| 533 | |
| 534 | FIXTURE_DATA_TEST_CASE(RunLarge, CLConvolutionFixture<uint8_t>, framework::DatasetMode::NIGHTLY, combine(combine(combine(datasets::LargeShapes(), framework::dataset::make("DataType", |
| 535 | DataType::U8)), |
| 536 | datasets::BorderModes()), |
| 537 | framework::dataset::make("filter_size", { 7 }))) |
| 538 | { |
| 539 | // Validate output |
| 540 | validate(CLAccessor(_target), _reference, shape_to_valid_region(_reference.shape(), (_border_mode == BorderMode::UNDEFINED), BorderSize(_height / 2, _width / 2))); |
| 541 | } |
Sanghoon Lee | c8d2316 | 2018-01-12 16:19:10 +0000 | [diff] [blame] | 542 | TEST_SUITE_END() |
| 543 | |
Sanghoon Lee | c0079e9 | 2018-01-29 17:28:49 +0000 | [diff] [blame] | 544 | TEST_SUITE(S16) |
Sanghoon Lee | c8d2316 | 2018-01-12 16:19:10 +0000 | [diff] [blame] | 545 | FIXTURE_DATA_TEST_CASE(RunSmall, CLConvolutionFixture<int16_t>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(datasets::SmallShapes(), framework::dataset::make("DataType", |
| 546 | DataType::S16)), |
| 547 | datasets::BorderModes()), |
| 548 | framework::dataset::make("filter_size", { 7 }))) |
| 549 | { |
| 550 | // Validate output |
Georgios Pinitas | e9146ed | 2018-02-07 16:05:47 +0000 | [diff] [blame] | 551 | 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] | 552 | } |
| 553 | |
| 554 | FIXTURE_DATA_TEST_CASE(RunLarge, CLConvolutionFixture<int16_t>, framework::DatasetMode::NIGHTLY, combine(combine(combine(datasets::LargeShapes(), framework::dataset::make("DataType", |
| 555 | DataType::S16)), |
| 556 | datasets::BorderModes()), |
| 557 | framework::dataset::make("filter_size", { 7 }))) |
| 558 | { |
| 559 | // Validate output |
Georgios Pinitas | e9146ed | 2018-02-07 16:05:47 +0000 | [diff] [blame] | 560 | 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] | 561 | } |
| 562 | TEST_SUITE_END() |
Sanghoon Lee | c0079e9 | 2018-01-29 17:28:49 +0000 | [diff] [blame] | 563 | TEST_SUITE_END() /* Separable7x7 */ |
Sanghoon Lee | 571b18a | 2017-12-22 16:20:11 +0000 | [diff] [blame] | 564 | |
Sanghoon Lee | c0079e9 | 2018-01-29 17:28:49 +0000 | [diff] [blame] | 565 | TEST_SUITE(Separable9x9) |
Sanghoon Lee | 571b18a | 2017-12-22 16:20:11 +0000 | [diff] [blame] | 566 | template <typename T> |
| 567 | using CLConvolutionFixture = ConvolutionSeparableValidationFixture<CLTensor, CLAccessor, CLConvolution9x9, T>; |
| 568 | |
Sanghoon Lee | c0079e9 | 2018-01-29 17:28:49 +0000 | [diff] [blame] | 569 | TEST_SUITE(U8) |
Sanghoon Lee | 571b18a | 2017-12-22 16:20:11 +0000 | [diff] [blame] | 570 | FIXTURE_DATA_TEST_CASE(RunSmall, CLConvolutionFixture<uint8_t>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(datasets::SmallShapes(), framework::dataset::make("DataType", |
| 571 | DataType::U8)), |
| 572 | datasets::BorderModes()), |
| 573 | framework::dataset::make("filter_size", { 9 }))) |
| 574 | { |
| 575 | // Validate output |
| 576 | validate(CLAccessor(_target), _reference, shape_to_valid_region(_reference.shape(), (_border_mode == BorderMode::UNDEFINED), BorderSize(_height / 2, _width / 2))); |
| 577 | } |
| 578 | |
| 579 | FIXTURE_DATA_TEST_CASE(RunLarge, CLConvolutionFixture<uint8_t>, framework::DatasetMode::NIGHTLY, combine(combine(combine(datasets::LargeShapes(), framework::dataset::make("DataType", |
| 580 | DataType::U8)), |
| 581 | datasets::BorderModes()), |
| 582 | framework::dataset::make("filter_size", { 9 }))) |
| 583 | { |
| 584 | // Validate output |
| 585 | validate(CLAccessor(_target), _reference, shape_to_valid_region(_reference.shape(), (_border_mode == BorderMode::UNDEFINED), BorderSize(_height / 2, _width / 2))); |
| 586 | } |
Sanghoon Lee | c8d2316 | 2018-01-12 16:19:10 +0000 | [diff] [blame] | 587 | TEST_SUITE_END() |
| 588 | |
Sanghoon Lee | c0079e9 | 2018-01-29 17:28:49 +0000 | [diff] [blame] | 589 | TEST_SUITE(S16) |
Sanghoon Lee | c8d2316 | 2018-01-12 16:19:10 +0000 | [diff] [blame] | 590 | FIXTURE_DATA_TEST_CASE(RunSmall, CLConvolutionFixture<int16_t>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(datasets::SmallShapes(), framework::dataset::make("DataType", |
| 591 | DataType::S16)), |
| 592 | datasets::BorderModes()), |
| 593 | framework::dataset::make("filter_size", { 9 }))) |
| 594 | { |
| 595 | // Validate output |
Georgios Pinitas | e9146ed | 2018-02-07 16:05:47 +0000 | [diff] [blame] | 596 | 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] | 597 | } |
| 598 | |
| 599 | FIXTURE_DATA_TEST_CASE(RunLarge, CLConvolutionFixture<int16_t>, framework::DatasetMode::NIGHTLY, combine(combine(combine(datasets::LargeShapes(), framework::dataset::make("DataType", |
| 600 | DataType::S16)), |
| 601 | datasets::BorderModes()), |
| 602 | framework::dataset::make("filter_size", { 9 }))) |
| 603 | { |
| 604 | // Validate output |
Georgios Pinitas | e9146ed | 2018-02-07 16:05:47 +0000 | [diff] [blame] | 605 | 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] | 606 | } |
| 607 | TEST_SUITE_END() |
Sanghoon Lee | c0079e9 | 2018-01-29 17:28:49 +0000 | [diff] [blame] | 608 | TEST_SUITE_END() /* Separable9x9 */ |
Sanghoon Lee | 571b18a | 2017-12-22 16:20:11 +0000 | [diff] [blame] | 609 | |
Sanghoon Lee | 571b18a | 2017-12-22 16:20:11 +0000 | [diff] [blame] | 610 | TEST_SUITE_END() /* Custom Convolution */ |
Sanghoon Lee | c8a85ba | 2017-11-29 11:23:14 +0000 | [diff] [blame] | 611 | TEST_SUITE_END() |
| 612 | } // namespace validation |
| 613 | } // namespace test |
| 614 | } // namespace arm_compute |