Giorgio Arena | 04a8f8c | 2017-11-23 11:45:24 +0000 | [diff] [blame] | 1 | /* |
| 2 | * Copyright (c) 2017 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 CONCLCTION 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/CLTensor.h" |
| 26 | #include "arm_compute/runtime/CL/CLTensorAllocator.h" |
| 27 | #include "arm_compute/runtime/CL/functions/CLDepthConvertLayer.h" |
| 28 | #include "tests/CL/CLAccessor.h" |
| 29 | #include "tests/PaddingCalculator.h" |
| 30 | #include "tests/datasets/ConvertPolicyDataset.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/DepthConvertLayerFixture.h" |
| 37 | |
| 38 | namespace arm_compute |
| 39 | { |
| 40 | namespace test |
| 41 | { |
| 42 | namespace validation |
| 43 | { |
| 44 | namespace |
| 45 | { |
| 46 | /** Input data sets **/ |
| 47 | const auto DepthConvertLayerU8toU16Dataset = combine(framework::dataset::make("DataType", DataType::U8), framework::dataset::make("DataType", DataType::U16)); |
| 48 | const auto DepthConvertLayerU8toS16Dataset = combine(framework::dataset::make("DataType", DataType::U8), framework::dataset::make("DataType", DataType::S16)); |
| 49 | const auto DepthConvertLayerU8toS32Dataset = combine(framework::dataset::make("DataType", DataType::U8), framework::dataset::make("DataType", DataType::S32)); |
| 50 | const auto DepthConvertLayerU16toU8Dataset = combine(framework::dataset::make("DataType", DataType::U16), framework::dataset::make("DataType", DataType::U8)); |
| 51 | const auto DepthConvertLayerU16toU32Dataset = combine(framework::dataset::make("DataType", DataType::U16), framework::dataset::make("DataType", DataType::U32)); |
| 52 | const auto DepthConvertLayerS16toU8Dataset = combine(framework::dataset::make("DataType", DataType::S16), framework::dataset::make("DataType", DataType::U8)); |
| 53 | const auto DepthConvertLayerS16toS32Dataset = combine(framework::dataset::make("DataType", DataType::S16), framework::dataset::make("DataType", DataType::S32)); |
| 54 | const auto DepthConvertLayerQS8toFP32Dataset = combine(framework::dataset::make("DataType", DataType::QS8), framework::dataset::make("DataType", DataType::F32)); |
| 55 | const auto DepthConvertLayerQS16toFP32Dataset = combine(framework::dataset::make("DataType", DataType::QS16), framework::dataset::make("DataType", DataType::F32)); |
| 56 | const auto DepthConvertLayerFP32toQS8Dataset = combine(framework::dataset::make("DataType", DataType::F32), framework::dataset::make("DataType", DataType::QS8)); |
| 57 | const auto DepthConvertLayerFP32toQS16Dataset = combine(framework::dataset::make("DataType", DataType::F32), framework::dataset::make("DataType", DataType::QS16)); |
| 58 | const auto DepthConvertLayerShiftDataset = framework::dataset::make("Shift", 0, 7); |
| 59 | const auto DepthConvertLayerFixedPointQuantizedDataset = framework::dataset::make("FractionalBits", 1, 7); |
| 60 | } // namespace |
| 61 | |
| 62 | TEST_SUITE(CL) |
| 63 | TEST_SUITE(DepthConvertLayer) |
| 64 | template <typename T> |
| 65 | using CLDepthConvertLayerToU16Fixture = DepthConvertLayerValidationFixture<CLTensor, CLAccessor, CLDepthConvertLayer, T, uint16_t>; |
| 66 | template <typename T> |
| 67 | using CLDepthConvertLayerToS16Fixture = DepthConvertLayerValidationFixture<CLTensor, CLAccessor, CLDepthConvertLayer, T, int16_t>; |
| 68 | template <typename T> |
| 69 | using CLDepthConvertLayerToS32Fixture = DepthConvertLayerValidationFixture<CLTensor, CLAccessor, CLDepthConvertLayer, T, int32_t>; |
| 70 | template <typename T> |
| 71 | using CLDepthConvertLayerToU8Fixture = DepthConvertLayerValidationFixture<CLTensor, CLAccessor, CLDepthConvertLayer, T, uint8_t>; |
| 72 | template <typename T> |
| 73 | using CLDepthConvertLayerToU32Fixture = DepthConvertLayerValidationFixture<CLTensor, CLAccessor, CLDepthConvertLayer, T, uint32_t>; |
| 74 | template <typename T> |
| 75 | using CLDepthConvertLayerToFP32FixedPointFixture = DepthConvertLayerValidationFractionalBitsFixture<CLTensor, CLAccessor, CLDepthConvertLayer, T, float>; |
| 76 | template <typename T> |
| 77 | using CLDepthConvertLayerToQS8FixedPointFixture = DepthConvertLayerValidationFractionalBitsFixture<CLTensor, CLAccessor, CLDepthConvertLayer, T, int8_t>; |
| 78 | template <typename T> |
| 79 | using CLDepthConvertLayerToQS16FixedPointFixture = DepthConvertLayerValidationFractionalBitsFixture<CLTensor, CLAccessor, CLDepthConvertLayer, T, int16_t>; |
| 80 | |
| 81 | TEST_SUITE(U8_to_U16) |
| 82 | DATA_TEST_CASE(Configuration, framework::DatasetMode::ALL, combine(combine(framework::dataset::concat(datasets::SmallShapes(), datasets::LargeShapes()), framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })), |
| 83 | DepthConvertLayerShiftDataset), |
| 84 | shape, policy, shift) |
| 85 | { |
| 86 | int fixed_point_position = 0; |
| 87 | |
| 88 | // Create tensors |
| 89 | CLTensor src = create_tensor<CLTensor>(shape, DataType::U8, 1, fixed_point_position); |
| 90 | CLTensor dst = create_tensor<CLTensor>(shape, DataType::U16, 1, fixed_point_position); |
| 91 | |
| 92 | // Create and Configure function |
| 93 | CLDepthConvertLayer depth_convert; |
| 94 | depth_convert.configure(&src, &dst, policy, shift); |
| 95 | |
| 96 | // Validate valid region |
| 97 | const ValidRegion valid_region = shape_to_valid_region(shape); |
| 98 | validate(dst.info()->valid_region(), valid_region); |
| 99 | |
| 100 | // Validate padding |
| 101 | const PaddingSize padding = PaddingCalculator(shape.x(), 16).required_padding(); |
| 102 | validate(src.info()->padding(), padding); |
| 103 | validate(dst.info()->padding(), padding); |
| 104 | } |
| 105 | |
| 106 | FIXTURE_DATA_TEST_CASE(RunSmall, CLDepthConvertLayerToU16Fixture<uint8_t>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(datasets::SmallShapes(), DepthConvertLayerU8toU16Dataset), |
| 107 | framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })), |
| 108 | DepthConvertLayerShiftDataset)) |
| 109 | { |
| 110 | // Validate output |
| 111 | validate(CLAccessor(_target), _reference); |
| 112 | } |
| 113 | |
| 114 | FIXTURE_DATA_TEST_CASE(RunLarge, CLDepthConvertLayerToU16Fixture<uint8_t>, framework::DatasetMode::NIGHTLY, combine(combine(combine(datasets::LargeShapes(), DepthConvertLayerU8toU16Dataset), |
| 115 | framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })), |
| 116 | DepthConvertLayerShiftDataset)) |
| 117 | { |
| 118 | // Validate output |
| 119 | validate(CLAccessor(_target), _reference); |
| 120 | } |
| 121 | TEST_SUITE_END() |
| 122 | |
| 123 | TEST_SUITE(U8_to_S16) |
| 124 | DATA_TEST_CASE(Configuration, framework::DatasetMode::ALL, combine(combine(framework::dataset::concat(datasets::SmallShapes(), datasets::LargeShapes()), framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })), |
| 125 | DepthConvertLayerShiftDataset), |
| 126 | shape, policy, shift) |
| 127 | { |
| 128 | int fixed_point_position = 0; |
| 129 | |
| 130 | // Create tensors |
| 131 | CLTensor src = create_tensor<CLTensor>(shape, DataType::U8, 1, fixed_point_position); |
| 132 | CLTensor dst = create_tensor<CLTensor>(shape, DataType::S16, 1, fixed_point_position); |
| 133 | |
| 134 | // Create and Configure function |
| 135 | CLDepthConvertLayer depth_convert; |
| 136 | depth_convert.configure(&src, &dst, policy, shift); |
| 137 | |
| 138 | // Validate valid region |
| 139 | const ValidRegion valid_region = shape_to_valid_region(shape); |
| 140 | validate(dst.info()->valid_region(), valid_region); |
| 141 | |
| 142 | // Validate padding |
| 143 | const PaddingSize padding = PaddingCalculator(shape.x(), 16).required_padding(); |
| 144 | validate(src.info()->padding(), padding); |
| 145 | validate(dst.info()->padding(), padding); |
| 146 | } |
| 147 | |
| 148 | FIXTURE_DATA_TEST_CASE(RunSmall, CLDepthConvertLayerToS16Fixture<uint8_t>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(datasets::SmallShapes(), DepthConvertLayerU8toS16Dataset), |
| 149 | framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })), |
| 150 | DepthConvertLayerShiftDataset)) |
| 151 | { |
| 152 | // Validate output |
| 153 | validate(CLAccessor(_target), _reference); |
| 154 | } |
| 155 | |
| 156 | FIXTURE_DATA_TEST_CASE(RunLarge, CLDepthConvertLayerToS16Fixture<uint8_t>, framework::DatasetMode::NIGHTLY, combine(combine(combine(datasets::LargeShapes(), DepthConvertLayerU8toS16Dataset), |
| 157 | framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })), |
| 158 | DepthConvertLayerShiftDataset)) |
| 159 | { |
| 160 | // Validate output |
| 161 | validate(CLAccessor(_target), _reference); |
| 162 | } |
| 163 | TEST_SUITE_END() |
| 164 | TEST_SUITE(U8_to_S32) |
| 165 | DATA_TEST_CASE(Configuration, framework::DatasetMode::ALL, combine(combine(framework::dataset::concat(datasets::SmallShapes(), datasets::LargeShapes()), framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })), |
| 166 | DepthConvertLayerShiftDataset), |
| 167 | shape, policy, shift) |
| 168 | { |
| 169 | int fixed_point_position = 0; |
| 170 | |
| 171 | // Create tensors |
| 172 | CLTensor src = create_tensor<CLTensor>(shape, DataType::U8, 1, fixed_point_position); |
| 173 | CLTensor dst = create_tensor<CLTensor>(shape, DataType::S32, 1, fixed_point_position); |
| 174 | |
| 175 | // Create and Configure function |
| 176 | CLDepthConvertLayer depth_convert; |
| 177 | depth_convert.configure(&src, &dst, policy, shift); |
| 178 | |
| 179 | // Validate valid region |
| 180 | const ValidRegion valid_region = shape_to_valid_region(shape); |
| 181 | validate(dst.info()->valid_region(), valid_region); |
| 182 | |
| 183 | // Validate padding |
| 184 | const PaddingSize padding = PaddingCalculator(shape.x(), 16).required_padding(); |
| 185 | validate(src.info()->padding(), padding); |
| 186 | validate(dst.info()->padding(), padding); |
| 187 | } |
| 188 | |
| 189 | FIXTURE_DATA_TEST_CASE(RunSmall, CLDepthConvertLayerToS32Fixture<uint8_t>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(datasets::SmallShapes(), DepthConvertLayerU8toS32Dataset), |
| 190 | framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })), |
| 191 | DepthConvertLayerShiftDataset)) |
| 192 | { |
| 193 | // Validate output |
| 194 | validate(CLAccessor(_target), _reference); |
| 195 | } |
| 196 | |
| 197 | FIXTURE_DATA_TEST_CASE(RunLarge, CLDepthConvertLayerToS32Fixture<uint8_t>, framework::DatasetMode::NIGHTLY, combine(combine(combine(datasets::LargeShapes(), DepthConvertLayerU8toS32Dataset), |
| 198 | framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })), |
| 199 | DepthConvertLayerShiftDataset)) |
| 200 | { |
| 201 | // Validate output |
| 202 | validate(CLAccessor(_target), _reference); |
| 203 | } |
| 204 | TEST_SUITE_END() |
| 205 | |
| 206 | TEST_SUITE(U16_to_U8) |
| 207 | DATA_TEST_CASE(Configuration, framework::DatasetMode::ALL, combine(combine(framework::dataset::concat(datasets::SmallShapes(), datasets::LargeShapes()), framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })), |
| 208 | DepthConvertLayerShiftDataset), |
| 209 | shape, policy, shift) |
| 210 | { |
| 211 | int fixed_point_position = 0; |
| 212 | |
| 213 | // Create tensors |
| 214 | CLTensor src = create_tensor<CLTensor>(shape, DataType::U16, 1, fixed_point_position); |
| 215 | CLTensor dst = create_tensor<CLTensor>(shape, DataType::U8, 1, fixed_point_position); |
| 216 | |
| 217 | // Create and Configure function |
| 218 | CLDepthConvertLayer depth_convert; |
| 219 | depth_convert.configure(&src, &dst, policy, shift); |
| 220 | |
| 221 | // Validate valid region |
| 222 | const ValidRegion valid_region = shape_to_valid_region(shape); |
| 223 | validate(dst.info()->valid_region(), valid_region); |
| 224 | |
| 225 | // Validate padding |
| 226 | const PaddingSize padding = PaddingCalculator(shape.x(), 16).required_padding(); |
| 227 | validate(src.info()->padding(), padding); |
| 228 | validate(dst.info()->padding(), padding); |
| 229 | } |
| 230 | |
| 231 | FIXTURE_DATA_TEST_CASE(RunSmall, CLDepthConvertLayerToU8Fixture<uint16_t>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(datasets::SmallShapes(), DepthConvertLayerU16toU8Dataset), |
| 232 | framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })), |
| 233 | DepthConvertLayerShiftDataset)) |
| 234 | { |
| 235 | // Validate output |
| 236 | validate(CLAccessor(_target), _reference); |
| 237 | } |
| 238 | FIXTURE_DATA_TEST_CASE(RunLarge, CLDepthConvertLayerToU8Fixture<uint16_t>, framework::DatasetMode::NIGHTLY, combine(combine(combine(datasets::LargeShapes(), DepthConvertLayerU16toU8Dataset), |
| 239 | framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })), |
| 240 | DepthConvertLayerShiftDataset)) |
| 241 | { |
| 242 | // Validate output |
| 243 | validate(CLAccessor(_target), _reference); |
| 244 | } |
| 245 | TEST_SUITE_END() |
| 246 | |
| 247 | TEST_SUITE(U16_to_U32) |
| 248 | DATA_TEST_CASE(Configuration, framework::DatasetMode::ALL, combine(combine(framework::dataset::concat(datasets::SmallShapes(), datasets::LargeShapes()), framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })), |
| 249 | DepthConvertLayerShiftDataset), |
| 250 | shape, policy, shift) |
| 251 | { |
| 252 | int fixed_point_position = 0; |
| 253 | |
| 254 | // Create tensors |
| 255 | CLTensor src = create_tensor<CLTensor>(shape, DataType::U16, 1, fixed_point_position); |
| 256 | CLTensor dst = create_tensor<CLTensor>(shape, DataType::U32, 1, fixed_point_position); |
| 257 | |
| 258 | // Create and Configure function |
| 259 | CLDepthConvertLayer depth_convert; |
| 260 | depth_convert.configure(&src, &dst, policy, shift); |
| 261 | |
| 262 | // Validate valid region |
| 263 | const ValidRegion valid_region = shape_to_valid_region(shape); |
| 264 | validate(dst.info()->valid_region(), valid_region); |
| 265 | |
| 266 | // Validate padding |
| 267 | const PaddingSize padding = PaddingCalculator(shape.x(), 16).required_padding(); |
| 268 | validate(src.info()->padding(), padding); |
| 269 | validate(dst.info()->padding(), padding); |
| 270 | } |
| 271 | |
| 272 | FIXTURE_DATA_TEST_CASE(RunSmall, CLDepthConvertLayerToU32Fixture<uint16_t>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(datasets::SmallShapes(), DepthConvertLayerU16toU32Dataset), |
| 273 | framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })), |
| 274 | DepthConvertLayerShiftDataset)) |
| 275 | { |
| 276 | // Validate output |
| 277 | validate(CLAccessor(_target), _reference); |
| 278 | } |
| 279 | FIXTURE_DATA_TEST_CASE(RunLarge, CLDepthConvertLayerToU32Fixture<uint16_t>, framework::DatasetMode::NIGHTLY, combine(combine(combine(datasets::LargeShapes(), DepthConvertLayerU16toU32Dataset), |
| 280 | framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })), |
| 281 | DepthConvertLayerShiftDataset)) |
| 282 | { |
| 283 | // Validate output |
| 284 | validate(CLAccessor(_target), _reference); |
| 285 | } |
| 286 | TEST_SUITE_END() |
| 287 | |
| 288 | TEST_SUITE(S16_to_U8) |
| 289 | DATA_TEST_CASE(Configuration, framework::DatasetMode::ALL, combine(combine(framework::dataset::concat(datasets::SmallShapes(), datasets::LargeShapes()), framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })), |
| 290 | DepthConvertLayerShiftDataset), |
| 291 | shape, policy, shift) |
| 292 | { |
| 293 | int fixed_point_position = 0; |
| 294 | |
| 295 | // Create tensors |
| 296 | CLTensor src = create_tensor<CLTensor>(shape, DataType::S16, 1, fixed_point_position); |
| 297 | CLTensor dst = create_tensor<CLTensor>(shape, DataType::U8, 1, fixed_point_position); |
| 298 | |
| 299 | // Create and Configure function |
| 300 | CLDepthConvertLayer depth_convert; |
| 301 | depth_convert.configure(&src, &dst, policy, shift); |
| 302 | |
| 303 | // Validate valid region |
| 304 | const ValidRegion valid_region = shape_to_valid_region(shape); |
| 305 | validate(dst.info()->valid_region(), valid_region); |
| 306 | |
| 307 | // Validate padding |
| 308 | const PaddingSize padding = PaddingCalculator(shape.x(), 16).required_padding(); |
| 309 | validate(src.info()->padding(), padding); |
| 310 | validate(dst.info()->padding(), padding); |
| 311 | } |
| 312 | |
| 313 | FIXTURE_DATA_TEST_CASE(RunSmall, CLDepthConvertLayerToU8Fixture<int16_t>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(datasets::SmallShapes(), DepthConvertLayerS16toU8Dataset), |
| 314 | framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })), |
| 315 | DepthConvertLayerShiftDataset)) |
| 316 | { |
| 317 | // Validate output |
| 318 | validate(CLAccessor(_target), _reference); |
| 319 | } |
| 320 | FIXTURE_DATA_TEST_CASE(RunLarge, CLDepthConvertLayerToU8Fixture<int16_t>, framework::DatasetMode::NIGHTLY, combine(combine(combine(datasets::LargeShapes(), DepthConvertLayerS16toU8Dataset), |
| 321 | framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })), |
| 322 | DepthConvertLayerShiftDataset)) |
| 323 | { |
| 324 | // Validate output |
| 325 | validate(CLAccessor(_target), _reference); |
| 326 | } |
| 327 | TEST_SUITE_END() |
| 328 | |
| 329 | TEST_SUITE(S16_to_S32) |
| 330 | DATA_TEST_CASE(Configuration, framework::DatasetMode::ALL, combine(combine(framework::dataset::concat(datasets::SmallShapes(), datasets::LargeShapes()), framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })), |
| 331 | DepthConvertLayerShiftDataset), |
| 332 | shape, policy, shift) |
| 333 | { |
| 334 | int fixed_point_position = 0; |
| 335 | |
| 336 | // Create tensors |
| 337 | CLTensor src = create_tensor<CLTensor>(shape, DataType::S16, 1, fixed_point_position); |
| 338 | CLTensor dst = create_tensor<CLTensor>(shape, DataType::S32, 1, fixed_point_position); |
| 339 | |
| 340 | // Create and Configure function |
| 341 | CLDepthConvertLayer depth_convert; |
| 342 | depth_convert.configure(&src, &dst, policy, shift); |
| 343 | |
| 344 | // Validate valid region |
| 345 | const ValidRegion valid_region = shape_to_valid_region(shape); |
| 346 | validate(dst.info()->valid_region(), valid_region); |
| 347 | |
| 348 | // Validate padding |
| 349 | const PaddingSize padding = PaddingCalculator(shape.x(), 16).required_padding(); |
| 350 | validate(src.info()->padding(), padding); |
| 351 | validate(dst.info()->padding(), padding); |
| 352 | } |
| 353 | |
| 354 | FIXTURE_DATA_TEST_CASE(RunSmall, CLDepthConvertLayerToS32Fixture<int16_t>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(datasets::SmallShapes(), DepthConvertLayerS16toS32Dataset), |
| 355 | framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })), |
| 356 | DepthConvertLayerShiftDataset)) |
| 357 | { |
| 358 | // Validate output |
| 359 | validate(CLAccessor(_target), _reference); |
| 360 | } |
| 361 | FIXTURE_DATA_TEST_CASE(RunLarge, CLDepthConvertLayerToS32Fixture<int16_t>, framework::DatasetMode::NIGHTLY, combine(combine(combine(datasets::LargeShapes(), DepthConvertLayerS16toS32Dataset), |
| 362 | framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })), |
| 363 | DepthConvertLayerShiftDataset)) |
| 364 | { |
| 365 | // Validate output |
| 366 | validate(CLAccessor(_target), _reference); |
| 367 | } |
| 368 | TEST_SUITE_END() |
| 369 | |
| 370 | TEST_SUITE(Quantized_to_FP32) |
| 371 | DATA_TEST_CASE(Configuration, framework::DatasetMode::ALL, combine(combine(combine(framework::dataset::concat(datasets::SmallShapes(), datasets::LargeShapes()), framework::dataset::make("DataType", { DataType::QS8, DataType::QS16 })), |
| 372 | framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })), |
| 373 | DepthConvertLayerFixedPointQuantizedDataset), |
| 374 | shape, dt, policy, fixed_point_position) |
| 375 | { |
| 376 | int shift = 0; |
| 377 | |
| 378 | // Create tensors |
| 379 | CLTensor src = create_tensor<CLTensor>(shape, dt, 1, fixed_point_position); |
| 380 | CLTensor dst = create_tensor<CLTensor>(shape, DataType::F32, 1, fixed_point_position); |
| 381 | |
| 382 | // Create and Configure function |
| 383 | CLDepthConvertLayer depth_convert; |
| 384 | depth_convert.configure(&src, &dst, policy, shift); |
| 385 | |
| 386 | // Validate valid region |
| 387 | const ValidRegion valid_region = shape_to_valid_region(shape); |
| 388 | validate(dst.info()->valid_region(), valid_region); |
| 389 | |
| 390 | // Validate padding |
| 391 | const PaddingSize padding = PaddingCalculator(shape.x(), 16).required_padding(); |
| 392 | validate(src.info()->padding(), padding); |
| 393 | validate(dst.info()->padding(), padding); |
| 394 | } |
| 395 | FIXTURE_DATA_TEST_CASE(RunSmallQS8, CLDepthConvertLayerToFP32FixedPointFixture<int8_t>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(datasets::SmallShapes(), |
| 396 | DepthConvertLayerQS8toFP32Dataset), |
| 397 | framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })), |
| 398 | DepthConvertLayerFixedPointQuantizedDataset)) |
| 399 | { |
| 400 | // Validate output |
| 401 | validate(CLAccessor(_target), _reference); |
| 402 | } |
| 403 | FIXTURE_DATA_TEST_CASE(RunSmallQS16, CLDepthConvertLayerToFP32FixedPointFixture<int16_t>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(datasets::SmallShapes(), |
| 404 | DepthConvertLayerQS16toFP32Dataset), |
| 405 | framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })), |
| 406 | DepthConvertLayerFixedPointQuantizedDataset)) |
| 407 | { |
| 408 | // Validate output |
| 409 | validate(CLAccessor(_target), _reference); |
| 410 | } |
| 411 | FIXTURE_DATA_TEST_CASE(RunLargeQS8, CLDepthConvertLayerToFP32FixedPointFixture<int8_t>, framework::DatasetMode::NIGHTLY, combine(combine(combine(datasets::LargeShapes(), |
| 412 | DepthConvertLayerQS8toFP32Dataset), |
| 413 | framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })), |
| 414 | DepthConvertLayerFixedPointQuantizedDataset)) |
| 415 | { |
| 416 | // Validate output |
| 417 | validate(CLAccessor(_target), _reference); |
| 418 | } |
| 419 | FIXTURE_DATA_TEST_CASE(RunLargeQS16, CLDepthConvertLayerToFP32FixedPointFixture<int16_t>, framework::DatasetMode::NIGHTLY, combine(combine(combine(datasets::LargeShapes(), |
| 420 | DepthConvertLayerQS16toFP32Dataset), |
| 421 | framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })), |
| 422 | DepthConvertLayerFixedPointQuantizedDataset)) |
| 423 | { |
| 424 | // Validate output |
| 425 | validate(CLAccessor(_target), _reference); |
| 426 | } |
| 427 | TEST_SUITE_END() |
| 428 | |
| 429 | TEST_SUITE(FP32_to_Quantized) |
| 430 | DATA_TEST_CASE(Configuration, framework::DatasetMode::ALL, combine(combine(combine(framework::dataset::concat(datasets::SmallShapes(), datasets::LargeShapes()), framework::dataset::make("DataType", { DataType::QS8, DataType::QS16 })), |
| 431 | framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })), |
| 432 | DepthConvertLayerFixedPointQuantizedDataset), |
| 433 | shape, dt, policy, fixed_point_position) |
| 434 | { |
| 435 | int shift = 0; |
| 436 | |
| 437 | // Create tensors |
| 438 | CLTensor src = create_tensor<CLTensor>(shape, DataType::F32, 1, fixed_point_position); |
| 439 | CLTensor dst = create_tensor<CLTensor>(shape, dt, 1, fixed_point_position); |
| 440 | |
| 441 | // Create and Configure function |
| 442 | CLDepthConvertLayer depth_convert; |
| 443 | depth_convert.configure(&src, &dst, policy, shift); |
| 444 | |
| 445 | // Validate valid region |
| 446 | const ValidRegion valid_region = shape_to_valid_region(shape); |
| 447 | validate(dst.info()->valid_region(), valid_region); |
| 448 | |
| 449 | // Validate padding |
| 450 | const PaddingSize padding = PaddingCalculator(shape.x(), 16).required_padding(); |
| 451 | validate(src.info()->padding(), padding); |
| 452 | validate(dst.info()->padding(), padding); |
| 453 | } |
| 454 | FIXTURE_DATA_TEST_CASE(RunSmallQS8, CLDepthConvertLayerToQS8FixedPointFixture<float>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(datasets::SmallShapes(), |
| 455 | DepthConvertLayerFP32toQS8Dataset), |
| 456 | framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })), |
| 457 | DepthConvertLayerFixedPointQuantizedDataset)) |
| 458 | { |
| 459 | // Validate output |
| 460 | validate(CLAccessor(_target), _reference); |
| 461 | } |
| 462 | FIXTURE_DATA_TEST_CASE(RunSmallQS16, CLDepthConvertLayerToQS16FixedPointFixture<float>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(datasets::SmallShapes(), |
| 463 | DepthConvertLayerFP32toQS16Dataset), |
| 464 | framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })), |
| 465 | DepthConvertLayerFixedPointQuantizedDataset)) |
| 466 | { |
| 467 | // Validate output |
| 468 | validate(CLAccessor(_target), _reference); |
| 469 | } |
| 470 | FIXTURE_DATA_TEST_CASE(RunLargeQS8, CLDepthConvertLayerToQS8FixedPointFixture<float>, framework::DatasetMode::NIGHTLY, combine(combine(combine(datasets::LargeShapes(), |
| 471 | DepthConvertLayerFP32toQS8Dataset), |
| 472 | framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })), |
| 473 | DepthConvertLayerFixedPointQuantizedDataset)) |
| 474 | { |
| 475 | // Validate output |
| 476 | validate(CLAccessor(_target), _reference); |
| 477 | } |
| 478 | FIXTURE_DATA_TEST_CASE(RunLargeQS16, CLDepthConvertLayerToQS16FixedPointFixture<float>, framework::DatasetMode::NIGHTLY, combine(combine(combine(datasets::LargeShapes(), |
| 479 | DepthConvertLayerFP32toQS16Dataset), |
| 480 | framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })), |
| 481 | DepthConvertLayerFixedPointQuantizedDataset)) |
| 482 | { |
| 483 | // Validate output |
| 484 | validate(CLAccessor(_target), _reference); |
| 485 | } |
| 486 | TEST_SUITE_END() |
| 487 | |
| 488 | TEST_SUITE_END() |
| 489 | TEST_SUITE_END() |
| 490 | } // namespace validation |
| 491 | } // namespace test |
| 492 | } // namespace arm_compute |