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 "MaximumTestImpl.hpp" |
| 7 | |
| 8 | #include "ElementwiseTestImpl.hpp" |
| 9 | |
| 10 | template<> |
| 11 | std::unique_ptr<armnn::IWorkload> CreateWorkload<armnn::MaximumQueueDescriptor>( |
| 12 | const armnn::IWorkloadFactory& workloadFactory, |
| 13 | const armnn::WorkloadInfo& info, |
| 14 | const armnn::MaximumQueueDescriptor& descriptor) |
| 15 | { |
| 16 | return workloadFactory.CreateMaximum(descriptor, info); |
| 17 | } |
| 18 | |
Keith Davis | 33a626f | 2020-08-27 15:38:12 +0100 | [diff] [blame] | 19 | LayerTestResult<float, 4> MaximumSimpleTest( |
| 20 | armnn::IWorkloadFactory& workloadFactory, |
| 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 | { |
Jan Eilers | 8eb2560 | 2020-03-09 12:13:48 +0000 | [diff] [blame] | 24 | IgnoreUnused(memoryManager); |
Aron Virginas-Tar | e89ebad | 2019-08-27 18:14:26 +0100 | [diff] [blame] | 25 | const unsigned int width = 2u; |
| 26 | const unsigned int height = 2u; |
| 27 | const unsigned int channelCount = 2u; |
| 28 | const unsigned int batchSize = 2u; |
| 29 | |
| 30 | unsigned int shape[] = { batchSize, channelCount, height, width }; |
| 31 | |
| 32 | std::vector<float> input0 = |
| 33 | { |
| 34 | 1.f, 1.f, 1.f, 1.f, 5.f, 5.f, 5.f, 5.f, |
| 35 | 3.f, 3.f, 3.f, 3.f, 4.f, 4.f, 4.f, 4.f |
| 36 | }; |
| 37 | |
| 38 | std::vector<float> input1 = |
| 39 | { |
| 40 | 2.f, 2.f, 2.f, 2.f, 3.f, 3.f, 3.f, 3.f, |
| 41 | 4.f, 4.f, 4.f, 4.f, 5.f, 5.f, 5.f, 5.f |
| 42 | }; |
| 43 | |
| 44 | std::vector<float> output = |
| 45 | { |
| 46 | 2.f, 2.f, 2.f, 2.f, 5.f, 5.f, 5.f, 5.f, |
| 47 | 4.f, 4.f, 4.f, 4.f, 5.f, 5.f, 5.f, 5.f |
| 48 | }; |
| 49 | |
| 50 | return ElementwiseTestHelper<4, armnn::MaximumQueueDescriptor, armnn::DataType::Float32>( |
| 51 | workloadFactory, |
| 52 | memoryManager, |
| 53 | shape, |
| 54 | input0, |
| 55 | shape, |
| 56 | input1, |
| 57 | shape, |
Keith Davis | 33a626f | 2020-08-27 15:38:12 +0100 | [diff] [blame] | 58 | output, |
| 59 | tensorHandleFactory); |
Aron Virginas-Tar | e89ebad | 2019-08-27 18:14:26 +0100 | [diff] [blame] | 60 | } |
| 61 | |
| 62 | LayerTestResult<float, 4> MaximumBroadcast1ElementTest( |
Keith Davis | 33a626f | 2020-08-27 15:38:12 +0100 | [diff] [blame] | 63 | armnn::IWorkloadFactory& workloadFactory, |
| 64 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 65 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | e89ebad | 2019-08-27 18:14:26 +0100 | [diff] [blame] | 66 | { |
| 67 | unsigned int shape0[] = { 1, 2, 2, 2 }; |
| 68 | unsigned int shape1[] = { 1, 1, 1, 1 }; |
| 69 | |
| 70 | std::vector<float> input0 = { 1.f, 2.f, 3.f, 4.f, 5.f, 6.f, 7.f, 8.f }; |
| 71 | |
| 72 | std::vector<float> input1 = { 2.f }; |
| 73 | |
| 74 | std::vector<float> output = { 2.f, 2.f, 3.f, 4.f, 5.f, 6.f, 7.f, 8.f }; |
| 75 | |
| 76 | return ElementwiseTestHelper<4, armnn::MaximumQueueDescriptor, armnn::DataType::Float32>( |
| 77 | workloadFactory, |
| 78 | memoryManager, |
| 79 | shape0, |
| 80 | input0, |
| 81 | shape1, |
| 82 | input1, |
| 83 | shape0, |
Keith Davis | 33a626f | 2020-08-27 15:38:12 +0100 | [diff] [blame] | 84 | output, |
| 85 | tensorHandleFactory); |
Aron Virginas-Tar | e89ebad | 2019-08-27 18:14:26 +0100 | [diff] [blame] | 86 | } |
| 87 | |
| 88 | LayerTestResult<float, 4> MaximumBroadcast1DVectorTest( |
Keith Davis | 33a626f | 2020-08-27 15:38:12 +0100 | [diff] [blame] | 89 | armnn::IWorkloadFactory& workloadFactory, |
| 90 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 91 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | e89ebad | 2019-08-27 18:14:26 +0100 | [diff] [blame] | 92 | { |
| 93 | const unsigned int shape0[] = { 1, 2, 2, 3 }; |
| 94 | const unsigned int shape1[] = { 1, 1, 1, 3 }; |
| 95 | |
| 96 | std::vector<float> input0 = |
| 97 | { |
| 98 | 1.f, 2.f, 3.f, 4.f, 5.f, 6.f, |
| 99 | 7.f, 8.f, 9.f, 10.f, 11.f, 12.f |
| 100 | }; |
| 101 | |
| 102 | std::vector<float> input1 = { 1.f, 2.f, 3.f }; |
| 103 | |
| 104 | std::vector<float> output = |
| 105 | { |
| 106 | 1.f, 2.f, 3.f, 4.f, 5.f, 6.f, |
| 107 | 7.f, 8.f, 9.f, 10.f, 11.f, 12.f |
| 108 | }; |
| 109 | |
| 110 | return ElementwiseTestHelper<4, armnn::MaximumQueueDescriptor, armnn::DataType::Float32>( |
| 111 | workloadFactory, |
| 112 | memoryManager, |
| 113 | shape0, |
| 114 | input0, |
| 115 | shape1, |
| 116 | input1, |
| 117 | shape0, |
Keith Davis | 33a626f | 2020-08-27 15:38:12 +0100 | [diff] [blame] | 118 | output, |
| 119 | tensorHandleFactory); |
Aron Virginas-Tar | e89ebad | 2019-08-27 18:14:26 +0100 | [diff] [blame] | 120 | } |
| 121 | |
Keith Davis | 33a626f | 2020-08-27 15:38:12 +0100 | [diff] [blame] | 122 | LayerTestResult<armnn::Half, 4> MaximumFloat16Test( |
| 123 | armnn::IWorkloadFactory& workloadFactory, |
| 124 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 125 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Matthew Jackson | 9bff144 | 2019-09-12 09:08:23 +0100 | [diff] [blame] | 126 | { |
| 127 | using namespace half_float::literal; |
| 128 | |
| 129 | const unsigned int width = 2u; |
| 130 | const unsigned int height = 2u; |
| 131 | const unsigned int channelCount = 2u; |
| 132 | const unsigned int batchSize = 2u; |
| 133 | |
| 134 | unsigned int shape[] = { batchSize, channelCount, height, width }; |
| 135 | |
| 136 | std::vector<armnn::Half> input0 = |
| 137 | { |
| 138 | 1._h, 1._h, 1._h, 1._h, 5._h, 5._h, 5._h, 5._h, |
| 139 | 3._h, 3._h, 3._h, 3._h, 4._h, 4._h, 4._h, 4._h |
| 140 | }; |
| 141 | |
| 142 | std::vector<armnn::Half> input1 = |
| 143 | { |
| 144 | 2._h, 2._h, 2._h, 2._h, 3._h, 3._h, 3._h, 3._h, |
| 145 | 4._h, 4._h, 4._h, 4._h, 5._h, 5._h, 5._h, 5._h |
| 146 | }; |
| 147 | |
| 148 | std::vector<armnn::Half> output = |
| 149 | { |
| 150 | 2._h, 2._h, 2._h, 2._h, 5._h, 5._h, 5._h, 5._h, |
| 151 | 4._h, 4._h, 4._h, 4._h, 5._h, 5._h, 5._h, 5._h |
| 152 | }; |
| 153 | |
| 154 | return ElementwiseTestHelper<4, armnn::MaximumQueueDescriptor, armnn::DataType::Float16>( |
| 155 | workloadFactory, |
| 156 | memoryManager, |
| 157 | shape, |
| 158 | input0, |
| 159 | shape, |
| 160 | input1, |
| 161 | shape, |
Keith Davis | 33a626f | 2020-08-27 15:38:12 +0100 | [diff] [blame] | 162 | output, |
| 163 | tensorHandleFactory); |
Matthew Jackson | 9bff144 | 2019-09-12 09:08:23 +0100 | [diff] [blame] | 164 | } |
| 165 | |
| 166 | LayerTestResult<armnn::Half, 4> MaximumBroadcast1ElementFloat16Test( |
| 167 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | 33a626f | 2020-08-27 15:38:12 +0100 | [diff] [blame] | 168 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 169 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Matthew Jackson | 9bff144 | 2019-09-12 09:08:23 +0100 | [diff] [blame] | 170 | { |
| 171 | using namespace half_float::literal; |
Keith Davis | 33a626f | 2020-08-27 15:38:12 +0100 | [diff] [blame] | 172 | |
Matthew Jackson | 9bff144 | 2019-09-12 09:08:23 +0100 | [diff] [blame] | 173 | unsigned int shape0[] = { 1, 2, 2, 2 }; |
| 174 | unsigned int shape1[] = { 1, 1, 1, 1 }; |
| 175 | |
| 176 | std::vector<armnn::Half> input0 = { 1._h, 2._h, 3._h, 4._h, 5._h, 6._h, 7._h, 8._h }; |
| 177 | |
| 178 | std::vector<armnn::Half> input1 = { 2._h }; |
| 179 | |
| 180 | std::vector<armnn::Half> output = { 2._h, 2._h, 3._h, 4._h, 5._h, 6._h, 7._h, 8._h }; |
| 181 | |
| 182 | return ElementwiseTestHelper<4, armnn::MaximumQueueDescriptor, armnn::DataType::Float16>( |
| 183 | workloadFactory, |
| 184 | memoryManager, |
| 185 | shape0, |
| 186 | input0, |
| 187 | shape1, |
| 188 | input1, |
| 189 | shape0, |
Keith Davis | 33a626f | 2020-08-27 15:38:12 +0100 | [diff] [blame] | 190 | output, |
| 191 | tensorHandleFactory); |
Matthew Jackson | 9bff144 | 2019-09-12 09:08:23 +0100 | [diff] [blame] | 192 | } |
| 193 | |
| 194 | LayerTestResult<armnn::Half, 4> MaximumBroadcast1DVectorFloat16Test( |
| 195 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | 33a626f | 2020-08-27 15:38:12 +0100 | [diff] [blame] | 196 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 197 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Matthew Jackson | 9bff144 | 2019-09-12 09:08:23 +0100 | [diff] [blame] | 198 | { |
| 199 | using namespace half_float::literal; |
Keith Davis | 33a626f | 2020-08-27 15:38:12 +0100 | [diff] [blame] | 200 | |
Matthew Jackson | 9bff144 | 2019-09-12 09:08:23 +0100 | [diff] [blame] | 201 | const unsigned int shape0[] = { 1, 2, 2, 3 }; |
| 202 | const unsigned int shape1[] = { 1, 1, 1, 3 }; |
| 203 | |
| 204 | std::vector<armnn::Half> input0 = |
| 205 | { |
| 206 | 1._h, 2._h, 3._h, 4._h, 5._h, 6._h, |
| 207 | 7._h, 8._h, 9._h, 10._h, 11._h, 12._h |
| 208 | }; |
| 209 | |
| 210 | std::vector<armnn::Half> input1 = { 1._h, 2._h, 3._h }; |
| 211 | |
| 212 | std::vector<armnn::Half> output = |
| 213 | { |
| 214 | 1._h, 2._h, 3._h, 4._h, 5._h, 6._h, |
| 215 | 7._h, 8._h, 9._h, 10._h, 11._h, 12._h |
| 216 | }; |
| 217 | |
| 218 | return ElementwiseTestHelper<4, armnn::MaximumQueueDescriptor, armnn::DataType::Float16>( |
| 219 | workloadFactory, |
| 220 | memoryManager, |
| 221 | shape0, |
| 222 | input0, |
| 223 | shape1, |
| 224 | input1, |
| 225 | shape0, |
Keith Davis | 33a626f | 2020-08-27 15:38:12 +0100 | [diff] [blame] | 226 | output, |
| 227 | tensorHandleFactory); |
Matthew Jackson | 9bff144 | 2019-09-12 09:08:23 +0100 | [diff] [blame] | 228 | } |
| 229 | |
Aron Virginas-Tar | e89ebad | 2019-08-27 18:14:26 +0100 | [diff] [blame] | 230 | LayerTestResult<uint8_t, 4> MaximumUint8Test( |
| 231 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | 33a626f | 2020-08-27 15:38:12 +0100 | [diff] [blame] | 232 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 233 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | e89ebad | 2019-08-27 18:14:26 +0100 | [diff] [blame] | 234 | { |
| 235 | unsigned int shape[] = { 2, 2, 2, 2 }; |
| 236 | |
| 237 | // See dequantized values to the right. |
| 238 | std::vector<uint8_t> input0 = |
| 239 | { |
| 240 | 1, 1, 1, 1, 6, 6, 6, 6, |
| 241 | 3, 3, 3, 3, 4, 4, 4, 4 |
| 242 | }; |
| 243 | |
| 244 | std::vector<uint8_t> input1 = |
| 245 | { |
| 246 | 2, 2, 2, 2, 3, 3, 3, 3, |
| 247 | 4, 4, 4, 4, 5, 5, 5, 5 |
| 248 | }; |
| 249 | |
| 250 | std::vector<uint8_t> output = |
| 251 | { |
| 252 | 2, 2, 2, 2, 6, 6, 6, 6, |
| 253 | 4, 4, 4, 4, 5, 5, 5, 5 |
| 254 | }; |
| 255 | |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 256 | return ElementwiseTestHelper<4, armnn::MaximumQueueDescriptor, armnn::DataType::QAsymmU8>( |
Aron Virginas-Tar | e89ebad | 2019-08-27 18:14:26 +0100 | [diff] [blame] | 257 | workloadFactory, |
| 258 | memoryManager, |
| 259 | shape, |
| 260 | input0, |
| 261 | shape, |
| 262 | input1, |
| 263 | shape, |
Keith Davis | 33a626f | 2020-08-27 15:38:12 +0100 | [diff] [blame] | 264 | output, |
| 265 | tensorHandleFactory); |
Aron Virginas-Tar | e89ebad | 2019-08-27 18:14:26 +0100 | [diff] [blame] | 266 | } |
| 267 | |
| 268 | LayerTestResult<uint8_t, 4> MaximumBroadcast1ElementUint8Test( |
| 269 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | 33a626f | 2020-08-27 15:38:12 +0100 | [diff] [blame] | 270 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 271 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | e89ebad | 2019-08-27 18:14:26 +0100 | [diff] [blame] | 272 | { |
| 273 | const unsigned int shape0[] = { 1, 2, 2, 3 }; |
| 274 | const unsigned int shape1[] = { 1, 1, 1, 1 }; |
| 275 | |
| 276 | std::vector<uint8_t> input0 = |
| 277 | { |
| 278 | 1, 2, 3, 4, 5, 6, |
| 279 | 7, 8, 9, 10, 11, 12 |
| 280 | }; |
| 281 | |
| 282 | std::vector<uint8_t> input1 = { 2 }; |
| 283 | |
| 284 | std::vector<uint8_t> output = |
| 285 | { |
| 286 | 2, 2, 3, 4, 5, 6, |
| 287 | 7, 8, 9, 10, 11, 12 |
| 288 | }; |
| 289 | |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 290 | return ElementwiseTestHelper<4, armnn::MaximumQueueDescriptor, armnn::DataType::QAsymmU8>( |
Aron Virginas-Tar | e89ebad | 2019-08-27 18:14:26 +0100 | [diff] [blame] | 291 | workloadFactory, |
| 292 | memoryManager, |
| 293 | shape0, |
| 294 | input0, |
| 295 | shape1, |
| 296 | input1, |
| 297 | shape0, |
Keith Davis | 33a626f | 2020-08-27 15:38:12 +0100 | [diff] [blame] | 298 | output, |
| 299 | tensorHandleFactory); |
Aron Virginas-Tar | e89ebad | 2019-08-27 18:14:26 +0100 | [diff] [blame] | 300 | } |
| 301 | |
| 302 | LayerTestResult<uint8_t, 4> MaximumBroadcast1DVectorUint8Test( |
| 303 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | 33a626f | 2020-08-27 15:38:12 +0100 | [diff] [blame] | 304 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 305 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | e89ebad | 2019-08-27 18:14:26 +0100 | [diff] [blame] | 306 | { |
| 307 | const unsigned int shape0[] = { 1, 2, 2, 3 }; |
| 308 | const unsigned int shape1[] = { 1, 1, 1, 3 }; |
| 309 | |
| 310 | std::vector<uint8_t> input0 = |
| 311 | { |
| 312 | 1, 2, 3, 4, 5, 6, |
| 313 | 7, 8, 9, 10, 11, 12 |
| 314 | }; |
| 315 | |
| 316 | std::vector<uint8_t> input1 = { 1, 10, 3 }; |
| 317 | |
| 318 | std::vector<uint8_t> output = { |
| 319 | 1, 10, 3, 4, 10, 6, |
| 320 | 7, 10, 9, 10, 11, 12 |
| 321 | }; |
| 322 | |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 323 | return ElementwiseTestHelper<4, armnn::MaximumQueueDescriptor, armnn::DataType::QAsymmU8>( |
Aron Virginas-Tar | e89ebad | 2019-08-27 18:14:26 +0100 | [diff] [blame] | 324 | workloadFactory, |
| 325 | memoryManager, |
| 326 | shape0, |
| 327 | input0, |
| 328 | shape1, |
| 329 | input1, |
| 330 | shape0, |
Keith Davis | 33a626f | 2020-08-27 15:38:12 +0100 | [diff] [blame] | 331 | output, |
| 332 | tensorHandleFactory); |
Aron Virginas-Tar | e89ebad | 2019-08-27 18:14:26 +0100 | [diff] [blame] | 333 | } |
| 334 | |
| 335 | LayerTestResult<int16_t, 4> MaximumInt16Test( |
| 336 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | 33a626f | 2020-08-27 15:38:12 +0100 | [diff] [blame] | 337 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 338 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | e89ebad | 2019-08-27 18:14:26 +0100 | [diff] [blame] | 339 | { |
| 340 | unsigned int shape[] = { 2, 2, 2, 2 }; |
| 341 | |
| 342 | std::vector<int16_t> input0({ 1, 1, 1, 1, 6, 6, 6, 6, |
| 343 | 3, 3, 3, 3, 4, 4, 4, 4 }); |
| 344 | |
| 345 | std::vector<int16_t> input1({ 2, 2, 2, 2, 3, 3, 3, 3, |
| 346 | 4, 4, 4, 4, 5, 5, 5, 5 }); |
| 347 | |
| 348 | std::vector<int16_t> output({ 2, 2, 2, 2, 6, 6, 6, 6, |
| 349 | 4, 4, 4, 4, 5, 5, 5, 5 }); |
| 350 | |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 351 | return ElementwiseTestHelper<4, armnn::MaximumQueueDescriptor, armnn::DataType::QSymmS16>( |
Aron Virginas-Tar | e89ebad | 2019-08-27 18:14:26 +0100 | [diff] [blame] | 352 | workloadFactory, |
| 353 | memoryManager, |
| 354 | shape, |
| 355 | input0, |
| 356 | shape, |
| 357 | input1, |
| 358 | shape, |
Keith Davis | 33a626f | 2020-08-27 15:38:12 +0100 | [diff] [blame] | 359 | output, |
| 360 | tensorHandleFactory); |
Aron Virginas-Tar | e89ebad | 2019-08-27 18:14:26 +0100 | [diff] [blame] | 361 | } |
| 362 | |
| 363 | LayerTestResult<int16_t, 4> MaximumBroadcast1ElementInt16Test( |
| 364 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | 33a626f | 2020-08-27 15:38:12 +0100 | [diff] [blame] | 365 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 366 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | e89ebad | 2019-08-27 18:14:26 +0100 | [diff] [blame] | 367 | { |
| 368 | const unsigned int shape0[] = { 1, 2, 2, 3 }; |
| 369 | const unsigned int shape1[] = { 1, 1, 1, 1 }; |
| 370 | |
| 371 | std::vector<int16_t> input0 = |
| 372 | { |
| 373 | 1, 2, 3, 4, 5, 6, |
| 374 | 7, 8, 9, 10, 11, 12 |
| 375 | }; |
| 376 | |
| 377 | std::vector<int16_t> input1 = { 2 }; |
| 378 | |
| 379 | std::vector<int16_t> output = |
| 380 | { |
| 381 | 2, 2, 3, 4, 5, 6, |
| 382 | 7, 8, 9, 10, 11, 12 |
| 383 | }; |
| 384 | |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 385 | return ElementwiseTestHelper<4, armnn::MaximumQueueDescriptor, armnn::DataType::QSymmS16>( |
Aron Virginas-Tar | e89ebad | 2019-08-27 18:14:26 +0100 | [diff] [blame] | 386 | workloadFactory, |
| 387 | memoryManager, |
| 388 | shape0, |
| 389 | input0, |
| 390 | shape1, |
| 391 | input1, |
| 392 | shape0, |
Keith Davis | 33a626f | 2020-08-27 15:38:12 +0100 | [diff] [blame] | 393 | output, |
| 394 | tensorHandleFactory); |
Aron Virginas-Tar | e89ebad | 2019-08-27 18:14:26 +0100 | [diff] [blame] | 395 | } |
| 396 | |
| 397 | LayerTestResult<int16_t, 4> MaximumBroadcast1DVectorInt16Test( |
| 398 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | 33a626f | 2020-08-27 15:38:12 +0100 | [diff] [blame] | 399 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 400 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | e89ebad | 2019-08-27 18:14:26 +0100 | [diff] [blame] | 401 | { |
| 402 | const unsigned int shape0[] = { 1, 2, 2, 3 }; |
| 403 | const unsigned int shape1[] = { 1, 1, 1, 3 }; |
| 404 | |
| 405 | std::vector<int16_t> input0 = |
| 406 | { |
| 407 | 1, 2, 3, 4, 5, 6, |
| 408 | 7, 8, 9, 10, 11, 12 |
| 409 | }; |
| 410 | |
| 411 | std::vector<int16_t> input1 = { 1, 10, 3 }; |
| 412 | |
| 413 | std::vector<int16_t> output = |
| 414 | { |
| 415 | 1, 10, 3, 4, 10, 6, |
| 416 | 7, 10, 9, 10, 11, 12 |
| 417 | }; |
| 418 | |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 419 | return ElementwiseTestHelper<4, armnn::MaximumQueueDescriptor, armnn::DataType::QSymmS16>( |
Aron Virginas-Tar | e89ebad | 2019-08-27 18:14:26 +0100 | [diff] [blame] | 420 | workloadFactory, |
| 421 | memoryManager, |
| 422 | shape0, |
| 423 | input0, |
| 424 | shape1, |
| 425 | input1, |
| 426 | shape0, |
Keith Davis | 33a626f | 2020-08-27 15:38:12 +0100 | [diff] [blame] | 427 | output, |
| 428 | tensorHandleFactory); |
Aron Virginas-Tar | e89ebad | 2019-08-27 18:14:26 +0100 | [diff] [blame] | 429 | } |
Teresa Charlin | ecb6b8e | 2020-05-22 18:08:23 +0100 | [diff] [blame] | 430 | |
| 431 | LayerTestResult<int32_t, 4> MaximumInt32Test( |
| 432 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | 33a626f | 2020-08-27 15:38:12 +0100 | [diff] [blame] | 433 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 434 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Teresa Charlin | ecb6b8e | 2020-05-22 18:08:23 +0100 | [diff] [blame] | 435 | { |
| 436 | unsigned int shape[] = { 2, 2, 2, 2 }; |
| 437 | |
| 438 | std::vector<int32_t> input0({ 1, 1, 1, 1, 6, 6, 6, 6, |
| 439 | 3, 3, 3, 3, 4, 4, 4, 4 }); |
| 440 | |
| 441 | std::vector<int32_t> input1({ 2, 2, 2, 2, 3, 3, 3, 3, |
| 442 | 4, 4, 4, 4, 5, 5, 5, 5 }); |
| 443 | |
| 444 | std::vector<int32_t> output({ 2, 2, 2, 2, 6, 6, 6, 6, |
| 445 | 4, 4, 4, 4, 5, 5, 5, 5 }); |
| 446 | |
| 447 | return ElementwiseTestHelper<4, armnn::MaximumQueueDescriptor, armnn::DataType::Signed32>( |
| 448 | workloadFactory, |
| 449 | memoryManager, |
| 450 | shape, |
| 451 | input0, |
| 452 | shape, |
| 453 | input1, |
| 454 | shape, |
Keith Davis | 33a626f | 2020-08-27 15:38:12 +0100 | [diff] [blame] | 455 | output, |
| 456 | tensorHandleFactory); |
Teresa Charlin | ecb6b8e | 2020-05-22 18:08:23 +0100 | [diff] [blame] | 457 | } |
| 458 | |
| 459 | LayerTestResult<int32_t, 4> MaximumBroadcast1ElementInt32Test( |
| 460 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | 33a626f | 2020-08-27 15:38:12 +0100 | [diff] [blame] | 461 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 462 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Teresa Charlin | ecb6b8e | 2020-05-22 18:08:23 +0100 | [diff] [blame] | 463 | { |
| 464 | const unsigned int shape0[] = { 1, 2, 2, 3 }; |
| 465 | const unsigned int shape1[] = { 1, 1, 1, 1 }; |
| 466 | |
| 467 | std::vector<int32_t> input0 = |
| 468 | { |
| 469 | 1, 2, 3, 4, 5, 6, |
| 470 | 7, 8, 9, 10, 11, 12 |
| 471 | }; |
| 472 | |
| 473 | std::vector<int32_t> input1 = { 2 }; |
| 474 | |
| 475 | std::vector<int32_t> output = |
| 476 | { |
| 477 | 2, 2, 3, 4, 5, 6, |
| 478 | 7, 8, 9, 10, 11, 12 |
| 479 | }; |
| 480 | |
| 481 | return ElementwiseTestHelper<4, armnn::MaximumQueueDescriptor, armnn::DataType::Signed32>( |
| 482 | workloadFactory, |
| 483 | memoryManager, |
| 484 | shape0, |
| 485 | input0, |
| 486 | shape1, |
| 487 | input1, |
| 488 | shape0, |
Keith Davis | 33a626f | 2020-08-27 15:38:12 +0100 | [diff] [blame] | 489 | output, |
| 490 | tensorHandleFactory); |
Teresa Charlin | ecb6b8e | 2020-05-22 18:08:23 +0100 | [diff] [blame] | 491 | } |
| 492 | |
| 493 | LayerTestResult<int32_t, 4> MaximumBroadcast1DVectorInt32Test( |
| 494 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | 33a626f | 2020-08-27 15:38:12 +0100 | [diff] [blame] | 495 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 496 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Teresa Charlin | ecb6b8e | 2020-05-22 18:08:23 +0100 | [diff] [blame] | 497 | { |
| 498 | const unsigned int shape0[] = { 1, 2, 2, 3 }; |
| 499 | const unsigned int shape1[] = { 1, 1, 1, 3 }; |
| 500 | |
| 501 | std::vector<int32_t> input0 = |
| 502 | { |
| 503 | 1, 2, 3, 4, 5, 6, |
| 504 | 7, 8, 9, 10, 11, 12 |
| 505 | }; |
| 506 | |
| 507 | std::vector<int32_t> input1 = { 1, 10, 3 }; |
| 508 | |
| 509 | std::vector<int32_t> output = |
| 510 | { |
| 511 | 1, 10, 3, 4, 10, 6, |
| 512 | 7, 10, 9, 10, 11, 12 |
| 513 | }; |
| 514 | |
| 515 | return ElementwiseTestHelper<4, armnn::MaximumQueueDescriptor, armnn::DataType::Signed32>( |
| 516 | workloadFactory, |
| 517 | memoryManager, |
| 518 | shape0, |
| 519 | input0, |
| 520 | shape1, |
| 521 | input1, |
| 522 | shape0, |
Keith Davis | 33a626f | 2020-08-27 15:38:12 +0100 | [diff] [blame] | 523 | output, |
| 524 | tensorHandleFactory); |
Teresa Charlin | ecb6b8e | 2020-05-22 18:08:23 +0100 | [diff] [blame] | 525 | } |