Aron Virginas-Tar | e89ebad | 2019-08-27 18:14:26 +0100 | [diff] [blame] | 1 | // |
| 2 | // Copyright © 2017 Arm Ltd. All rights reserved. |
| 3 | // SPDX-License-Identifier: MIT |
| 4 | // |
| 5 | |
| 6 | #include "SubtractionTestImpl.hpp" |
| 7 | |
| 8 | #include "ElementwiseTestImpl.hpp" |
| 9 | |
| 10 | template<> |
| 11 | std::unique_ptr<armnn::IWorkload> CreateWorkload<armnn::SubtractionQueueDescriptor>( |
| 12 | const armnn::IWorkloadFactory& workloadFactory, |
| 13 | const armnn::WorkloadInfo& info, |
| 14 | const armnn::SubtractionQueueDescriptor& descriptor) |
| 15 | { |
Teresa Charlin | 611c7fb | 2022-01-07 09:47:29 +0000 | [diff] [blame] | 16 | return workloadFactory.CreateWorkload(armnn::LayerType::Subtraction, descriptor, info); |
Aron Virginas-Tar | e89ebad | 2019-08-27 18:14:26 +0100 | [diff] [blame] | 17 | } |
| 18 | |
| 19 | LayerTestResult<uint8_t, 4> SubtractionUint8Test( |
| 20 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | 33a626f | 2020-08-27 15:38:12 +0100 | [diff] [blame] | 21 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 22 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | e89ebad | 2019-08-27 18:14:26 +0100 | [diff] [blame] | 23 | { |
| 24 | const unsigned int shape0[] = { 1, 1, 2, 2 }; |
| 25 | const unsigned int shape1[] = { 1, 1, 2, 2 }; |
| 26 | |
| 27 | std::vector<uint8_t> input0 = { 10, 12, 14, 16 }; |
| 28 | std::vector<uint8_t> input1 = { 1, 2, 1, 2 }; |
| 29 | std::vector<uint8_t> output = { 3, 3, 5, 5 }; |
| 30 | |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 31 | return ElementwiseTestHelper<4, armnn::SubtractionQueueDescriptor, armnn::DataType::QAsymmU8>( |
Aron Virginas-Tar | e89ebad | 2019-08-27 18:14:26 +0100 | [diff] [blame] | 32 | workloadFactory, |
| 33 | memoryManager, |
| 34 | shape0, |
| 35 | input0, |
| 36 | 0.5f, |
| 37 | 2, |
| 38 | shape1, |
| 39 | input1, |
| 40 | 1.0f, |
| 41 | 0, |
| 42 | shape0, |
| 43 | output, |
Keith Davis | 33a626f | 2020-08-27 15:38:12 +0100 | [diff] [blame] | 44 | tensorHandleFactory, |
Aron Virginas-Tar | e89ebad | 2019-08-27 18:14:26 +0100 | [diff] [blame] | 45 | 1.0f, |
| 46 | 0); |
| 47 | } |
| 48 | |
| 49 | LayerTestResult<uint8_t, 4> SubtractionBroadcast1ElementUint8Test( |
| 50 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | 33a626f | 2020-08-27 15:38:12 +0100 | [diff] [blame] | 51 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 52 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | e89ebad | 2019-08-27 18:14:26 +0100 | [diff] [blame] | 53 | { |
| 54 | const unsigned int shape0[] = { 1, 1, 2, 2 }; |
| 55 | const unsigned int shape1[] = { 1, 1, 1, 1 }; |
| 56 | |
| 57 | std::vector<uint8_t> input0 = { 10, 12, 14, 16 }; |
| 58 | |
| 59 | std::vector<uint8_t> input1 = { 2 }; |
| 60 | |
| 61 | std::vector<uint8_t> output = { 5, 6, 7, 8 }; |
| 62 | |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 63 | return ElementwiseTestHelper<4, armnn::SubtractionQueueDescriptor, armnn::DataType::QAsymmU8>( |
Aron Virginas-Tar | e89ebad | 2019-08-27 18:14:26 +0100 | [diff] [blame] | 64 | workloadFactory, |
| 65 | memoryManager, |
| 66 | shape0, |
| 67 | input0, |
| 68 | 0.5f, |
| 69 | 2, |
| 70 | shape1, |
| 71 | input1, |
| 72 | 1.0f, |
| 73 | 0, |
| 74 | shape0, |
| 75 | output, |
Keith Davis | 33a626f | 2020-08-27 15:38:12 +0100 | [diff] [blame] | 76 | tensorHandleFactory, |
Aron Virginas-Tar | e89ebad | 2019-08-27 18:14:26 +0100 | [diff] [blame] | 77 | 1.0f, |
| 78 | 3); |
| 79 | } |
| 80 | |
| 81 | LayerTestResult<uint8_t, 4> SubtractionBroadcastUint8Test( |
| 82 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | 33a626f | 2020-08-27 15:38:12 +0100 | [diff] [blame] | 83 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 84 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | e89ebad | 2019-08-27 18:14:26 +0100 | [diff] [blame] | 85 | { |
| 86 | const unsigned int shape0[] = { 1, 1, 2, 2 }; |
| 87 | const unsigned int shape1[] = { 1, 1, 2, 1 }; |
| 88 | |
| 89 | std::vector<uint8_t> input0 = { 10, 12, 14, 16 }; |
| 90 | |
| 91 | std::vector<uint8_t> input1 = { 2, 1 }; |
| 92 | |
| 93 | std::vector<uint8_t> output = { 8, 11, 12, 15 }; |
| 94 | |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 95 | return ElementwiseTestHelper<4, armnn::SubtractionQueueDescriptor, armnn::DataType::QAsymmU8>( |
Aron Virginas-Tar | e89ebad | 2019-08-27 18:14:26 +0100 | [diff] [blame] | 96 | workloadFactory, |
| 97 | memoryManager, |
| 98 | shape0, |
| 99 | input0, |
| 100 | shape1, |
| 101 | input1, |
| 102 | shape0, |
Keith Davis | 33a626f | 2020-08-27 15:38:12 +0100 | [diff] [blame] | 103 | output, |
| 104 | tensorHandleFactory); |
Aron Virginas-Tar | e89ebad | 2019-08-27 18:14:26 +0100 | [diff] [blame] | 105 | } |
| 106 | |
| 107 | LayerTestResult<float, 4> SubtractionTest( |
| 108 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | 33a626f | 2020-08-27 15:38:12 +0100 | [diff] [blame] | 109 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 110 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | e89ebad | 2019-08-27 18:14:26 +0100 | [diff] [blame] | 111 | { |
| 112 | const unsigned int shape0[] = { 1, 1, 2, 2 }; |
| 113 | const unsigned int shape1[] = { 1, 1, 2, 2 }; |
| 114 | |
| 115 | std::vector<float> input0 = { 1, 2, 3, 4 }; |
| 116 | std::vector<float> input1 = { 1, -1, 0, 2 }; |
| 117 | std::vector<float> output = { 0, 3, 3, 2 }; |
| 118 | |
| 119 | return ElementwiseTestHelper<4, armnn::SubtractionQueueDescriptor, armnn::DataType::Float32>( |
| 120 | workloadFactory, |
| 121 | memoryManager, |
| 122 | shape0, |
| 123 | input0, |
| 124 | shape1, |
| 125 | input1, |
| 126 | shape0, |
Keith Davis | 33a626f | 2020-08-27 15:38:12 +0100 | [diff] [blame] | 127 | output, |
| 128 | tensorHandleFactory); |
Aron Virginas-Tar | e89ebad | 2019-08-27 18:14:26 +0100 | [diff] [blame] | 129 | } |
| 130 | |
| 131 | LayerTestResult<float, 4> SubtractionBroadcast1ElementTest( |
| 132 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | 33a626f | 2020-08-27 15:38:12 +0100 | [diff] [blame] | 133 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 134 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | e89ebad | 2019-08-27 18:14:26 +0100 | [diff] [blame] | 135 | { |
| 136 | const unsigned int shape0[] = { 1, 1, 2, 2 }; |
| 137 | const unsigned int shape1[] = { 1, 1, 1, 1 }; |
| 138 | |
| 139 | std::vector<float> input0 = { 1, 2, 3, 4 }; |
| 140 | |
| 141 | std::vector<float> input1 = { 10 }; |
| 142 | |
| 143 | std::vector<float> output = { -9, -8, -7, -6 }; |
| 144 | |
| 145 | return ElementwiseTestHelper<4, armnn::SubtractionQueueDescriptor, armnn::DataType::Float32>( |
| 146 | workloadFactory, |
| 147 | memoryManager, |
| 148 | shape0, |
| 149 | input0, |
| 150 | shape1, |
| 151 | input1, |
| 152 | shape0, |
Keith Davis | 33a626f | 2020-08-27 15:38:12 +0100 | [diff] [blame] | 153 | output, |
| 154 | tensorHandleFactory); |
Aron Virginas-Tar | e89ebad | 2019-08-27 18:14:26 +0100 | [diff] [blame] | 155 | } |
| 156 | |
| 157 | LayerTestResult<float, 4> SubtractionBroadcastTest( |
| 158 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | 33a626f | 2020-08-27 15:38:12 +0100 | [diff] [blame] | 159 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 160 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | e89ebad | 2019-08-27 18:14:26 +0100 | [diff] [blame] | 161 | { |
| 162 | const unsigned int shape0[] = { 1, 1, 2, 2 }; |
| 163 | const unsigned int shape1[] = { 1, 1, 1, 2 }; |
| 164 | |
| 165 | std::vector<float> input0 = { 1, 2, 3, 4 }; |
| 166 | |
| 167 | std::vector<float> input1 = { 10, -5 }; |
| 168 | |
| 169 | std::vector<float> output = { -9, 7, -7, 9 }; |
| 170 | |
| 171 | return ElementwiseTestHelper<4, armnn::SubtractionQueueDescriptor, armnn::DataType::Float32>( |
| 172 | workloadFactory, |
| 173 | memoryManager, |
| 174 | shape0, |
| 175 | input0, |
| 176 | shape1, |
| 177 | input1, |
| 178 | shape0, |
Keith Davis | 33a626f | 2020-08-27 15:38:12 +0100 | [diff] [blame] | 179 | output, |
| 180 | tensorHandleFactory); |
Aron Virginas-Tar | e89ebad | 2019-08-27 18:14:26 +0100 | [diff] [blame] | 181 | } |
| 182 | |
Matthew Jackson | 9bff144 | 2019-09-12 09:08:23 +0100 | [diff] [blame] | 183 | LayerTestResult<armnn::Half, 4> SubtractionFloat16Test( |
| 184 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | 33a626f | 2020-08-27 15:38:12 +0100 | [diff] [blame] | 185 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 186 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Matthew Jackson | 9bff144 | 2019-09-12 09:08:23 +0100 | [diff] [blame] | 187 | { |
| 188 | using namespace half_float::literal; |
| 189 | |
| 190 | const unsigned int shape0[] = { 1, 1, 2, 2 }; |
| 191 | const unsigned int shape1[] = { 1, 1, 2, 2 }; |
| 192 | |
| 193 | std::vector<armnn::Half> input0 = { 1._h, 2._h, 3._h, 4._h }; |
| 194 | std::vector<armnn::Half> input1 = { 1._h, -1._h, 0._h, 2._h }; |
| 195 | std::vector<armnn::Half> output = { 0._h, 3._h, 3._h, 2._h }; |
| 196 | |
| 197 | return ElementwiseTestHelper<4, armnn::SubtractionQueueDescriptor, armnn::DataType::Float16>( |
| 198 | workloadFactory, |
| 199 | memoryManager, |
| 200 | shape0, |
| 201 | input0, |
| 202 | shape1, |
| 203 | input1, |
| 204 | shape0, |
Keith Davis | 33a626f | 2020-08-27 15:38:12 +0100 | [diff] [blame] | 205 | output, |
| 206 | tensorHandleFactory); |
Matthew Jackson | 9bff144 | 2019-09-12 09:08:23 +0100 | [diff] [blame] | 207 | } |
| 208 | |
| 209 | LayerTestResult<armnn::Half, 4> SubtractionBroadcast1ElementFloat16Test( |
| 210 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | 33a626f | 2020-08-27 15:38:12 +0100 | [diff] [blame] | 211 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 212 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Matthew Jackson | 9bff144 | 2019-09-12 09:08:23 +0100 | [diff] [blame] | 213 | { |
| 214 | using namespace half_float::literal; |
| 215 | |
| 216 | const unsigned int shape0[] = { 1, 1, 2, 2 }; |
| 217 | const unsigned int shape1[] = { 1, 1, 1, 1 }; |
| 218 | |
| 219 | std::vector<armnn::Half> input0 = { 1._h, 2._h, 3._h, 4._h }; |
| 220 | |
| 221 | std::vector<armnn::Half> input1 = { 10._h }; |
| 222 | |
| 223 | std::vector<armnn::Half> output = { -9._h, -8._h, -7._h, -6._h }; |
| 224 | |
| 225 | return ElementwiseTestHelper<4, armnn::SubtractionQueueDescriptor, armnn::DataType::Float16>( |
| 226 | workloadFactory, |
| 227 | memoryManager, |
| 228 | shape0, |
| 229 | input0, |
| 230 | shape1, |
| 231 | input1, |
| 232 | shape0, |
Keith Davis | 33a626f | 2020-08-27 15:38:12 +0100 | [diff] [blame] | 233 | output, |
| 234 | tensorHandleFactory); |
Matthew Jackson | 9bff144 | 2019-09-12 09:08:23 +0100 | [diff] [blame] | 235 | } |
| 236 | |
| 237 | LayerTestResult<armnn::Half, 4> SubtractionBroadcastFloat16Test( |
| 238 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | 33a626f | 2020-08-27 15:38:12 +0100 | [diff] [blame] | 239 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 240 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Matthew Jackson | 9bff144 | 2019-09-12 09:08:23 +0100 | [diff] [blame] | 241 | { |
| 242 | using namespace half_float::literal; |
| 243 | |
| 244 | const unsigned int shape0[] = { 1, 1, 2, 2 }; |
| 245 | const unsigned int shape1[] = { 1, 1, 1, 2 }; |
| 246 | |
| 247 | std::vector<armnn::Half> input0 = { 1._h, 2._h, 3._h, 4._h }; |
| 248 | |
| 249 | std::vector<armnn::Half> input1 = { 10._h, -5._h }; |
| 250 | |
| 251 | std::vector<armnn::Half> output = { -9._h, 7._h, -7._h, 9._h }; |
| 252 | |
| 253 | return ElementwiseTestHelper<4, armnn::SubtractionQueueDescriptor, armnn::DataType::Float16>( |
| 254 | workloadFactory, |
| 255 | memoryManager, |
| 256 | shape0, |
| 257 | input0, |
| 258 | shape1, |
| 259 | input1, |
| 260 | shape0, |
Keith Davis | 33a626f | 2020-08-27 15:38:12 +0100 | [diff] [blame] | 261 | output, |
| 262 | tensorHandleFactory); |
Matthew Jackson | 9bff144 | 2019-09-12 09:08:23 +0100 | [diff] [blame] | 263 | } |
| 264 | |
Aron Virginas-Tar | e89ebad | 2019-08-27 18:14:26 +0100 | [diff] [blame] | 265 | LayerTestResult<int16_t, 4> SubtractionInt16Test( |
| 266 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | 33a626f | 2020-08-27 15:38:12 +0100 | [diff] [blame] | 267 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 268 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | e89ebad | 2019-08-27 18:14:26 +0100 | [diff] [blame] | 269 | { |
| 270 | const unsigned int shape[] = { 1, 1, 2, 2 }; |
| 271 | |
| 272 | std::vector<int16_t> input0 = { 10, 12, 14, 16 }; |
| 273 | std::vector<int16_t> input1 = { 1, 2, 1, 2 }; |
| 274 | std::vector<int16_t> output = { 3, 3, 5, 5 }; |
| 275 | |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 276 | return ElementwiseTestHelper<4, armnn::SubtractionQueueDescriptor, armnn::DataType::QSymmS16>( |
Aron Virginas-Tar | e89ebad | 2019-08-27 18:14:26 +0100 | [diff] [blame] | 277 | workloadFactory, |
| 278 | memoryManager, |
| 279 | shape, |
| 280 | input0, |
| 281 | 0.5f, |
| 282 | 0, |
| 283 | shape, |
| 284 | input1, |
| 285 | 1.0f, |
| 286 | 0, |
| 287 | shape, |
| 288 | output, |
Keith Davis | 33a626f | 2020-08-27 15:38:12 +0100 | [diff] [blame] | 289 | tensorHandleFactory, |
Aron Virginas-Tar | e89ebad | 2019-08-27 18:14:26 +0100 | [diff] [blame] | 290 | 1.0f, |
| 291 | 0); |
| 292 | } |
| 293 | |
| 294 | LayerTestResult<int16_t, 4> SubtractionBroadcast1ElementInt16Test( |
| 295 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | 33a626f | 2020-08-27 15:38:12 +0100 | [diff] [blame] | 296 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 297 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | e89ebad | 2019-08-27 18:14:26 +0100 | [diff] [blame] | 298 | { |
| 299 | const unsigned int shape0[] = { 1, 1, 2, 2 }; |
| 300 | const unsigned int shape1[] = { 1, 1, 1, 1 }; |
| 301 | |
| 302 | std::vector<int16_t> input0 = { 10, 12, 14, 16 }; |
| 303 | |
| 304 | std::vector<int16_t> input1 = { 2 }; |
| 305 | |
| 306 | std::vector<int16_t> output = { 3, 4, 5, 6 }; |
| 307 | |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 308 | return ElementwiseTestHelper<4, armnn::SubtractionQueueDescriptor, armnn::DataType::QSymmS16>( |
Aron Virginas-Tar | e89ebad | 2019-08-27 18:14:26 +0100 | [diff] [blame] | 309 | workloadFactory, |
| 310 | memoryManager, |
| 311 | shape0, |
| 312 | input0, |
| 313 | 0.5f, |
| 314 | 0, |
| 315 | shape1, |
| 316 | input1, |
| 317 | 1.0f, |
| 318 | 0, |
| 319 | shape0, |
| 320 | output, |
Keith Davis | 33a626f | 2020-08-27 15:38:12 +0100 | [diff] [blame] | 321 | tensorHandleFactory, |
Aron Virginas-Tar | e89ebad | 2019-08-27 18:14:26 +0100 | [diff] [blame] | 322 | 1.0f, |
| 323 | 0); |
| 324 | } |
| 325 | |
| 326 | LayerTestResult<int16_t, 4> SubtractionBroadcastInt16Test( |
| 327 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | 33a626f | 2020-08-27 15:38:12 +0100 | [diff] [blame] | 328 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 329 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | e89ebad | 2019-08-27 18:14:26 +0100 | [diff] [blame] | 330 | { |
| 331 | const unsigned int shape0[] = { 1, 1, 2, 2 }; |
| 332 | const unsigned int shape1[] = { 1, 1, 2, 1 }; |
| 333 | |
| 334 | std::vector<int16_t> input0 = { 10, 12, 14, 16 }; |
| 335 | |
| 336 | std::vector<int16_t> input1 = { 2, 1 }; |
| 337 | |
| 338 | std::vector<int16_t> output = { 8, 11, 12, 15 }; |
| 339 | |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 340 | return ElementwiseTestHelper<4, armnn::SubtractionQueueDescriptor, armnn::DataType::QSymmS16>( |
Aron Virginas-Tar | e89ebad | 2019-08-27 18:14:26 +0100 | [diff] [blame] | 341 | workloadFactory, |
| 342 | memoryManager, |
| 343 | shape0, |
| 344 | input0, |
| 345 | shape1, |
| 346 | input1, |
| 347 | shape0, |
Keith Davis | 33a626f | 2020-08-27 15:38:12 +0100 | [diff] [blame] | 348 | output, |
| 349 | tensorHandleFactory); |
Aron Virginas-Tar | e89ebad | 2019-08-27 18:14:26 +0100 | [diff] [blame] | 350 | } |
Teresa Charlin | ecb6b8e | 2020-05-22 18:08:23 +0100 | [diff] [blame] | 351 | |
| 352 | LayerTestResult<int32_t, 4> SubtractionInt32Test( |
| 353 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | 33a626f | 2020-08-27 15:38:12 +0100 | [diff] [blame] | 354 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 355 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Teresa Charlin | ecb6b8e | 2020-05-22 18:08:23 +0100 | [diff] [blame] | 356 | { |
| 357 | const unsigned int shape[] = { 1, 1, 2, 2 }; |
| 358 | |
| 359 | std::vector<int32_t> input0 = { 5, 6, 7, 8 }; |
| 360 | std::vector<int32_t> input1 = { 1, 2, 1, 2 }; |
| 361 | std::vector<int32_t> output = { 4, 4, 6, 6 }; |
| 362 | |
| 363 | return ElementwiseTestHelper<4, armnn::SubtractionQueueDescriptor, armnn::DataType::Signed32>( |
| 364 | workloadFactory, |
| 365 | memoryManager, |
| 366 | shape, |
| 367 | input0, |
| 368 | 1.0f, |
| 369 | 0, |
| 370 | shape, |
| 371 | input1, |
| 372 | 1.0f, |
| 373 | 0, |
| 374 | shape, |
| 375 | output, |
Keith Davis | 33a626f | 2020-08-27 15:38:12 +0100 | [diff] [blame] | 376 | tensorHandleFactory, |
Teresa Charlin | ecb6b8e | 2020-05-22 18:08:23 +0100 | [diff] [blame] | 377 | 1.0f, |
| 378 | 0); |
| 379 | } |
| 380 | |
| 381 | LayerTestResult<int32_t, 4> SubtractionBroadcast1ElementInt32Test( |
| 382 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | 33a626f | 2020-08-27 15:38:12 +0100 | [diff] [blame] | 383 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 384 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Teresa Charlin | ecb6b8e | 2020-05-22 18:08:23 +0100 | [diff] [blame] | 385 | { |
| 386 | const unsigned int shape0[] = { 1, 1, 2, 2 }; |
| 387 | const unsigned int shape1[] = { 1, 1, 1, 1 }; |
| 388 | |
| 389 | std::vector<int32_t> input0 = { 5, 6, 7, 8 }; |
| 390 | |
| 391 | std::vector<int32_t> input1 = { 2 }; |
| 392 | |
| 393 | std::vector<int32_t> output = { 3, 4, 5, 6 }; |
| 394 | |
| 395 | return ElementwiseTestHelper<4, armnn::SubtractionQueueDescriptor, armnn::DataType::Signed32>( |
| 396 | workloadFactory, |
| 397 | memoryManager, |
| 398 | shape0, |
| 399 | input0, |
| 400 | 1.0f, |
| 401 | 0, |
| 402 | shape1, |
| 403 | input1, |
| 404 | 1.0f, |
| 405 | 0, |
| 406 | shape0, |
| 407 | output, |
Keith Davis | 33a626f | 2020-08-27 15:38:12 +0100 | [diff] [blame] | 408 | tensorHandleFactory, |
Teresa Charlin | ecb6b8e | 2020-05-22 18:08:23 +0100 | [diff] [blame] | 409 | 1.0f, |
| 410 | 0); |
| 411 | } |
| 412 | |
| 413 | LayerTestResult<int32_t, 4> SubtractionBroadcastInt32Test( |
| 414 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | 33a626f | 2020-08-27 15:38:12 +0100 | [diff] [blame] | 415 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 416 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Teresa Charlin | ecb6b8e | 2020-05-22 18:08:23 +0100 | [diff] [blame] | 417 | { |
| 418 | const unsigned int shape0[] = { 1, 1, 2, 2 }; |
| 419 | const unsigned int shape1[] = { 1, 1, 2, 1 }; |
| 420 | |
| 421 | std::vector<int32_t> input0 = { 10, 12, 14, 16 }; |
| 422 | |
| 423 | std::vector<int32_t> input1 = { 2, 1 }; |
| 424 | |
| 425 | std::vector<int32_t> output = { 8, 11, 12, 15 }; |
| 426 | |
| 427 | return ElementwiseTestHelper<4, armnn::SubtractionQueueDescriptor, armnn::DataType::Signed32>( |
| 428 | workloadFactory, |
| 429 | memoryManager, |
| 430 | shape0, |
| 431 | input0, |
| 432 | shape1, |
| 433 | input1, |
| 434 | shape0, |
Keith Davis | 33a626f | 2020-08-27 15:38:12 +0100 | [diff] [blame] | 435 | output, |
| 436 | tensorHandleFactory); |
Teresa Charlin | ecb6b8e | 2020-05-22 18:08:23 +0100 | [diff] [blame] | 437 | } |