Matthew Jackson | e69c399 | 2019-09-09 14:31:21 +0100 | [diff] [blame] | 1 | // |
| 2 | // Copyright © 2019 Arm Ltd. All rights reserved. |
| 3 | // SPDX-License-Identifier: MIT |
| 4 | // |
| 5 | |
| 6 | #include "StackTestImpl.hpp" |
| 7 | #include "LayerTestResult.hpp" |
| 8 | |
| 9 | #include <ResolveType.hpp> |
| 10 | |
| 11 | #include <armnn/ArmNN.hpp> |
| 12 | |
| 13 | #include <backendsCommon/IBackendInternal.hpp> |
| 14 | #include <backendsCommon/WorkloadFactory.hpp> |
| 15 | |
| 16 | #include <backendsCommon/test/TensorCopyUtils.hpp> |
| 17 | #include <backendsCommon/test/WorkloadTestUtils.hpp> |
| 18 | |
| 19 | #include <test/TensorHelpers.hpp> |
| 20 | |
| 21 | namespace |
| 22 | { |
| 23 | |
| 24 | template<armnn::DataType ArmnnType, typename T, std::size_t outputDimLength> |
| 25 | LayerTestResult<T, outputDimLength> StackTestHelper( |
| 26 | armnn::IWorkloadFactory& workloadFactory, |
| 27 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 28 | const armnn::TensorInfo& inputTensorInfo, |
| 29 | const armnn::TensorInfo& outputTensorInfo, |
| 30 | unsigned int axis, |
| 31 | const std::vector<std::vector<T>>& inputData, |
| 32 | const std::vector<T>& outputExpectedData) |
| 33 | { |
| 34 | unsigned int numInputs = static_cast<unsigned int>(inputData.size()); |
| 35 | std::vector<boost::multi_array<T, outputDimLength-1>> inputs; |
| 36 | for (unsigned int i = 0; i < numInputs; ++i) |
| 37 | { |
| 38 | inputs.push_back(MakeTensor<T, outputDimLength-1>(inputTensorInfo, inputData[i])); |
| 39 | } |
| 40 | |
| 41 | LayerTestResult<T, outputDimLength> result(outputTensorInfo); |
| 42 | result.outputExpected = MakeTensor<T, outputDimLength>(outputTensorInfo, outputExpectedData); |
| 43 | |
| 44 | std::vector<std::unique_ptr<armnn::ITensorHandle>> inputHandles; |
| 45 | for (unsigned int i = 0; i < numInputs; ++i) |
| 46 | { |
| 47 | inputHandles.push_back(workloadFactory.CreateTensorHandle(inputTensorInfo)); |
| 48 | } |
| 49 | std::unique_ptr<armnn::ITensorHandle> outputHandle = workloadFactory.CreateTensorHandle(outputTensorInfo); |
| 50 | |
| 51 | armnn::StackQueueDescriptor descriptor; |
| 52 | descriptor.m_Parameters.m_Axis = axis; |
| 53 | descriptor.m_Parameters.m_InputShape = inputTensorInfo.GetShape(); |
| 54 | descriptor.m_Parameters.m_NumInputs = numInputs; |
| 55 | |
| 56 | armnn::WorkloadInfo info; |
| 57 | for (unsigned int i = 0; i < numInputs; ++i) |
| 58 | { |
| 59 | std::unique_ptr<armnn::ITensorHandle>& inputHandle = inputHandles[i]; |
| 60 | AddInputToWorkload(descriptor, info, inputTensorInfo, inputHandle.get()); |
| 61 | inputHandle->Allocate(); |
| 62 | CopyDataToITensorHandle(inputHandle.get(), inputs[i].origin()); |
| 63 | } |
| 64 | |
| 65 | AddOutputToWorkload(descriptor, info, outputTensorInfo, outputHandle.get()); |
| 66 | outputHandle->Allocate(); |
| 67 | |
| 68 | std::unique_ptr<armnn::IWorkload> workload = workloadFactory.CreateStack(descriptor, info); |
| 69 | |
| 70 | workload->Execute(); |
| 71 | |
| 72 | CopyDataFromITensorHandle(result.output.origin(), outputHandle.get()); |
| 73 | |
| 74 | return result; |
| 75 | } |
| 76 | |
| 77 | } // anonymous namespace |
| 78 | |
| 79 | // |
| 80 | // Implementation templates |
| 81 | // |
| 82 | |
| 83 | template<armnn::DataType ArmnnType, typename T = armnn::ResolveType<ArmnnType>> |
| 84 | LayerTestResult<T, 4> StackAxis0TestImpl( |
| 85 | armnn::IWorkloadFactory& workloadFactory, |
| 86 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager) |
| 87 | { |
| 88 | armnn::TensorInfo inputTensorInfo ({ 3, 2, 3 }, ArmnnType); |
| 89 | armnn::TensorInfo outputTensorInfo({ 2, 3, 2, 3 }, ArmnnType); |
| 90 | |
| 91 | std::vector<std::vector<T>> inputData; |
| 92 | |
| 93 | inputData.push_back( |
| 94 | { |
| 95 | 1, 2, 3, |
| 96 | 4, 5, 6, |
| 97 | |
| 98 | 7, 8, 9, |
| 99 | 10, 11, 12, |
| 100 | |
| 101 | 13, 14, 15, |
| 102 | 16, 17, 18 |
| 103 | }); |
| 104 | |
| 105 | inputData.push_back( |
| 106 | { |
| 107 | 19, 20, 21, |
| 108 | 22, 23, 24, |
| 109 | |
| 110 | 25, 26, 27, |
| 111 | 28, 29, 30, |
| 112 | |
| 113 | 31, 32, 33, |
| 114 | 34, 35, 36 |
| 115 | }); |
| 116 | |
| 117 | std::vector<T> outputExpectedData = |
| 118 | { |
| 119 | 1, 2, 3, |
| 120 | 4, 5, 6, |
| 121 | |
| 122 | 7, 8, 9, |
| 123 | 10, 11, 12, |
| 124 | |
| 125 | 13, 14, 15, |
| 126 | 16, 17, 18, |
| 127 | |
| 128 | |
| 129 | 19, 20, 21, |
| 130 | 22, 23, 24, |
| 131 | |
| 132 | 25, 26, 27, |
| 133 | 28, 29, 30, |
| 134 | |
| 135 | 31, 32, 33, |
| 136 | 34, 35, 36 |
| 137 | }; |
| 138 | |
| 139 | return StackTestHelper<ArmnnType, T, 4>( |
| 140 | workloadFactory, |
| 141 | memoryManager, |
| 142 | inputTensorInfo, |
| 143 | outputTensorInfo, |
| 144 | 0U, |
| 145 | inputData, |
| 146 | outputExpectedData |
| 147 | ); |
| 148 | } |
| 149 | |
| 150 | template<armnn::DataType ArmnnType, typename T = armnn::ResolveType<ArmnnType>> |
| 151 | LayerTestResult<T, 4> StackOutput4DAxis1TestImpl( |
| 152 | armnn::IWorkloadFactory& workloadFactory, |
| 153 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager) |
| 154 | { |
| 155 | armnn::TensorInfo inputTensorInfo ({ 3, 2, 3 }, ArmnnType); |
| 156 | armnn::TensorInfo outputTensorInfo({ 3, 2, 2, 3 }, ArmnnType); |
| 157 | |
| 158 | std::vector<std::vector<T>> inputData; |
| 159 | |
| 160 | inputData.push_back( |
| 161 | { |
| 162 | 1, 2, 3, |
| 163 | 4, 5, 6, |
| 164 | |
| 165 | 7, 8, 9, |
| 166 | 10, 11, 12, |
| 167 | |
| 168 | 13, 14, 15, |
| 169 | 16, 17, 18 |
| 170 | }); |
| 171 | |
| 172 | inputData.push_back( |
| 173 | { |
| 174 | 19, 20, 21, |
| 175 | 22, 23, 24, |
| 176 | |
| 177 | 25, 26, 27, |
| 178 | 28, 29, 30, |
| 179 | |
| 180 | 31, 32, 33, |
| 181 | 34, 35, 36 |
| 182 | }); |
| 183 | |
| 184 | std::vector<T> outputExpectedData = |
| 185 | { |
| 186 | 1, 2, 3, |
| 187 | 4, 5, 6, |
| 188 | |
| 189 | 19, 20, 21, |
| 190 | 22, 23, 24, |
| 191 | |
| 192 | |
| 193 | 7, 8, 9, |
| 194 | 10, 11, 12, |
| 195 | |
| 196 | 25, 26, 27, |
| 197 | 28, 29, 30, |
| 198 | |
| 199 | |
| 200 | 13, 14, 15, |
| 201 | 16, 17, 18, |
| 202 | |
| 203 | 31, 32, 33, |
| 204 | 34, 35, 36 |
| 205 | }; |
| 206 | |
| 207 | return StackTestHelper<ArmnnType, T, 4>( |
| 208 | workloadFactory, |
| 209 | memoryManager, |
| 210 | inputTensorInfo, |
| 211 | outputTensorInfo, |
| 212 | 1U, |
| 213 | inputData, |
| 214 | outputExpectedData |
| 215 | ); |
| 216 | } |
| 217 | |
| 218 | template<armnn::DataType ArmnnType, typename T = armnn::ResolveType<ArmnnType>> |
| 219 | LayerTestResult<T, 4> StackOutput4DAxis2TestImpl( |
| 220 | armnn::IWorkloadFactory& workloadFactory, |
| 221 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager) |
| 222 | { |
| 223 | armnn::TensorInfo inputTensorInfo ({ 3, 2, 3 }, ArmnnType); |
| 224 | armnn::TensorInfo outputTensorInfo({ 3, 2, 2, 3 }, ArmnnType); |
| 225 | |
| 226 | std::vector<std::vector<T>> inputData; |
| 227 | |
| 228 | inputData.push_back( |
| 229 | { |
| 230 | 1, 2, 3, |
| 231 | 4, 5, 6, |
| 232 | |
| 233 | 7, 8, 9, |
| 234 | 10, 11, 12, |
| 235 | |
| 236 | 13, 14, 15, |
| 237 | 16, 17, 18 |
| 238 | }); |
| 239 | |
| 240 | inputData.push_back( |
| 241 | { |
| 242 | 19, 20, 21, |
| 243 | 22, 23, 24, |
| 244 | |
| 245 | 25, 26, 27, |
| 246 | 28, 29, 30, |
| 247 | |
| 248 | 31, 32, 33, |
| 249 | 34, 35, 36 |
| 250 | }); |
| 251 | |
| 252 | std::vector<T> outputExpectedData = |
| 253 | { |
| 254 | 1, 2, 3, |
| 255 | 19, 20, 21, |
| 256 | |
| 257 | 4, 5, 6, |
| 258 | 22, 23, 24, |
| 259 | |
| 260 | 7, 8, 9, |
| 261 | 25, 26, 27, |
| 262 | |
| 263 | 10, 11, 12, |
| 264 | 28, 29, 30, |
| 265 | |
| 266 | 13, 14, 15, |
| 267 | 31, 32, 33, |
| 268 | |
| 269 | 16, 17, 18, |
| 270 | 34, 35, 36 |
| 271 | }; |
| 272 | |
| 273 | return StackTestHelper<ArmnnType, T, 4>( |
| 274 | workloadFactory, |
| 275 | memoryManager, |
| 276 | inputTensorInfo, |
| 277 | outputTensorInfo, |
| 278 | 2U, |
| 279 | inputData, |
| 280 | outputExpectedData |
| 281 | ); |
| 282 | } |
| 283 | |
| 284 | template<armnn::DataType ArmnnType, typename T = armnn::ResolveType<ArmnnType>> |
| 285 | LayerTestResult<T, 4> StackOutput4DAxis3TestImpl( |
| 286 | armnn::IWorkloadFactory& workloadFactory, |
| 287 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager) |
| 288 | { |
| 289 | armnn::TensorInfo inputTensorInfo ({ 3, 2, 3 }, ArmnnType); |
| 290 | armnn::TensorInfo outputTensorInfo({ 3, 2, 3, 2 }, ArmnnType); |
| 291 | |
| 292 | std::vector<std::vector<T>> inputData; |
| 293 | |
| 294 | inputData.push_back( |
| 295 | { |
| 296 | 1, 2, 3, |
| 297 | 4, 5, 6, |
| 298 | |
| 299 | 7, 8, 9, |
| 300 | 10, 11, 12, |
| 301 | |
| 302 | 13, 14, 15, |
| 303 | 16, 17, 18 |
| 304 | }); |
| 305 | |
| 306 | inputData.push_back( |
| 307 | { |
| 308 | 19, 20, 21, |
| 309 | 22, 23, 24, |
| 310 | |
| 311 | 25, 26, 27, |
| 312 | 28, 29, 30, |
| 313 | |
| 314 | 31, 32, 33, |
| 315 | 34, 35, 36 |
| 316 | }); |
| 317 | |
| 318 | std::vector<T> outputExpectedData = |
| 319 | { |
| 320 | 1, 19, |
| 321 | 2, 20, |
| 322 | 3, 21, |
| 323 | |
| 324 | 4, 22, |
| 325 | 5, 23, |
| 326 | 6, 24, |
| 327 | |
| 328 | |
| 329 | 7, 25, |
| 330 | 8, 26, |
| 331 | 9, 27, |
| 332 | |
| 333 | 10, 28, |
| 334 | 11, 29, |
| 335 | 12, 30, |
| 336 | |
| 337 | |
| 338 | 13, 31, |
| 339 | 14, 32, |
| 340 | 15, 33, |
| 341 | |
| 342 | 16, 34, |
| 343 | 17, 35, |
| 344 | 18, 36 |
| 345 | }; |
| 346 | |
| 347 | return StackTestHelper<ArmnnType, T, 4>( |
| 348 | workloadFactory, |
| 349 | memoryManager, |
| 350 | inputTensorInfo, |
| 351 | outputTensorInfo, |
| 352 | 3U, |
| 353 | inputData, |
| 354 | outputExpectedData |
| 355 | ); |
| 356 | } |
| 357 | |
| 358 | template<armnn::DataType ArmnnType, typename T = armnn::ResolveType<ArmnnType>> |
| 359 | LayerTestResult<T, 3> StackOutput3DInputs3TestImpl( |
| 360 | armnn::IWorkloadFactory& workloadFactory, |
| 361 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager) |
| 362 | { |
| 363 | armnn::TensorInfo inputTensorInfo ({ 3, 3 }, ArmnnType); |
| 364 | armnn::TensorInfo outputTensorInfo({ 3, 3, 3 }, ArmnnType); |
| 365 | |
| 366 | std::vector<std::vector<T>> inputData; |
| 367 | |
| 368 | inputData.push_back( |
| 369 | { |
| 370 | 1, 2, 3, |
| 371 | 4, 5, 6, |
| 372 | 7, 8, 9 |
| 373 | }); |
| 374 | |
| 375 | inputData.push_back( |
| 376 | { |
| 377 | 10, 11, 12, |
| 378 | 13, 14, 15, |
| 379 | 16, 17, 18 |
| 380 | }); |
| 381 | |
| 382 | inputData.push_back( |
| 383 | { |
| 384 | 19, 20, 21, |
| 385 | 22, 23, 24, |
| 386 | 25, 26, 27 |
| 387 | }); |
| 388 | |
| 389 | std::vector<T> outputExpectedData = |
| 390 | { |
| 391 | 1, 2, 3, |
| 392 | 10, 11, 12, |
| 393 | 19, 20, 21, |
| 394 | |
| 395 | 4, 5, 6, |
| 396 | 13, 14, 15, |
| 397 | 22, 23, 24, |
| 398 | |
| 399 | 7, 8, 9, |
| 400 | 16, 17, 18, |
| 401 | 25, 26, 27 |
| 402 | }; |
| 403 | |
| 404 | return StackTestHelper<ArmnnType, T, 3>( |
| 405 | workloadFactory, |
| 406 | memoryManager, |
| 407 | inputTensorInfo, |
| 408 | outputTensorInfo, |
| 409 | 1U, |
| 410 | inputData, |
| 411 | outputExpectedData |
| 412 | ); |
| 413 | } |
| 414 | |
| 415 | template<armnn::DataType ArmnnType, typename T = armnn::ResolveType<ArmnnType>> |
| 416 | LayerTestResult<T, 5> StackOutput5DTestImpl( |
| 417 | armnn::IWorkloadFactory& workloadFactory, |
| 418 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager) |
| 419 | { |
| 420 | armnn::TensorInfo inputTensorInfo ({ 2, 2, 2, 3 }, ArmnnType); |
| 421 | armnn::TensorInfo outputTensorInfo({ 2, 2, 2, 2, 3 }, ArmnnType); |
| 422 | |
| 423 | std::vector<std::vector<T>> inputData; |
| 424 | |
| 425 | inputData.push_back( |
| 426 | { |
| 427 | 1, 2, 3, |
| 428 | 4, 5, 6, |
| 429 | |
| 430 | 7, 8, 9, |
| 431 | 10, 11, 12, |
| 432 | |
| 433 | |
| 434 | 13, 14, 15, |
| 435 | 16, 17, 18, |
| 436 | |
| 437 | 19, 20, 21, |
| 438 | 22, 23, 24 |
| 439 | }); |
| 440 | |
| 441 | inputData.push_back( |
| 442 | { |
| 443 | 25, 26, 27, |
| 444 | 28, 29, 30, |
| 445 | |
| 446 | 31, 32, 33, |
| 447 | 34, 35, 36, |
| 448 | |
| 449 | |
| 450 | 37, 38, 39, |
| 451 | 40, 41, 42, |
| 452 | |
| 453 | 43, 44, 45, |
| 454 | 46, 47, 48 |
| 455 | }); |
| 456 | |
| 457 | std::vector<T> outputExpectedData = |
| 458 | { |
| 459 | 1, 2, 3, |
| 460 | 4, 5, 6, |
| 461 | |
| 462 | 7, 8, 9, |
| 463 | 10, 11, 12, |
| 464 | |
| 465 | |
| 466 | 25, 26, 27, |
| 467 | 28, 29, 30, |
| 468 | |
| 469 | 31, 32, 33, |
| 470 | 34, 35, 36, |
| 471 | |
| 472 | |
| 473 | |
| 474 | 13, 14, 15, |
| 475 | 16, 17, 18, |
| 476 | |
| 477 | 19, 20, 21, |
| 478 | 22, 23, 24, |
| 479 | |
| 480 | |
| 481 | 37, 38, 39, |
| 482 | 40, 41, 42, |
| 483 | |
| 484 | 43, 44, 45, |
| 485 | 46, 47, 48 |
| 486 | |
| 487 | }; |
| 488 | |
| 489 | return StackTestHelper<ArmnnType, T, 5>( |
| 490 | workloadFactory, |
| 491 | memoryManager, |
| 492 | inputTensorInfo, |
| 493 | outputTensorInfo, |
| 494 | 1U, |
| 495 | inputData, |
| 496 | outputExpectedData |
| 497 | ); |
| 498 | } |
| 499 | |
| 500 | // |
| 501 | // Implementation functions |
| 502 | // |
| 503 | |
| 504 | LayerTestResult<float, 4> StackAxis0Float32Test( |
| 505 | armnn::IWorkloadFactory& workloadFactory, |
| 506 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager) |
| 507 | { |
| 508 | return StackAxis0TestImpl<armnn::DataType::Float32>(workloadFactory, memoryManager); |
| 509 | } |
| 510 | |
| 511 | LayerTestResult<float, 4> StackOutput4DAxis1Float32Test( |
| 512 | armnn::IWorkloadFactory& workloadFactory, |
| 513 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager) |
| 514 | { |
| 515 | return StackOutput4DAxis1TestImpl<armnn::DataType::Float32>(workloadFactory, memoryManager); |
| 516 | } |
| 517 | |
| 518 | LayerTestResult<float, 4> StackOutput4DAxis2Float32Test( |
| 519 | armnn::IWorkloadFactory& workloadFactory, |
| 520 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager) |
| 521 | { |
| 522 | return StackOutput4DAxis2TestImpl<armnn::DataType::Float32>(workloadFactory, memoryManager); |
| 523 | } |
| 524 | |
| 525 | LayerTestResult<float, 4> StackOutput4DAxis3Float32Test( |
| 526 | armnn::IWorkloadFactory& workloadFactory, |
| 527 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager) |
| 528 | { |
| 529 | return StackOutput4DAxis3TestImpl<armnn::DataType::Float32>(workloadFactory, memoryManager); |
| 530 | } |
| 531 | |
| 532 | LayerTestResult<float, 3> StackOutput3DInputs3Float32Test( |
| 533 | armnn::IWorkloadFactory& workloadFactory, |
| 534 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager) |
| 535 | { |
| 536 | return StackOutput3DInputs3TestImpl<armnn::DataType::Float32>(workloadFactory, memoryManager); |
| 537 | } |
| 538 | |
| 539 | LayerTestResult<float, 5> StackOutput5DFloat32Test( |
| 540 | armnn::IWorkloadFactory& workloadFactory, |
| 541 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager) |
| 542 | { |
| 543 | return StackOutput5DTestImpl<armnn::DataType::Float32>(workloadFactory, memoryManager); |
| 544 | } |
| 545 | |
| 546 | LayerTestResult<armnn::Half, 4> StackFloat16Test( |
| 547 | armnn::IWorkloadFactory& workloadFactory, |
| 548 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager) |
| 549 | { |
| 550 | using namespace half_float::literal; |
| 551 | |
| 552 | armnn::TensorInfo inputTensorInfo ({ 3, 2, 3 }, armnn::DataType::Float16); |
| 553 | armnn::TensorInfo outputTensorInfo({ 3, 2, 2, 3 }, armnn::DataType::Float16); |
| 554 | |
| 555 | std::vector<std::vector<armnn::Half>> inputData; |
| 556 | |
| 557 | inputData.push_back( |
| 558 | { |
| 559 | 1.0_h, 2.0_h, 3.0_h, |
| 560 | 4.0_h, 5.0_h, 6.0_h, |
| 561 | |
| 562 | 7.0_h, 8.0_h, 9.0_h, |
| 563 | 10.0_h, 11.0_h, 12.0_h, |
| 564 | |
| 565 | 13.0_h, 14.0_h, 15.0_h, |
| 566 | 16.0_h, 17.0_h, 18.0_h |
| 567 | }); |
| 568 | |
| 569 | inputData.push_back( |
| 570 | { |
| 571 | 19.0_h, 20.0_h, 21.0_h, |
| 572 | 22.0_h, 23.0_h, 24.0_h, |
| 573 | |
| 574 | 25.0_h, 26.0_h, 27.0_h, |
| 575 | 28.0_h, 29.0_h, 30.0_h, |
| 576 | |
| 577 | 31.0_h, 32.0_h, 33.0_h, |
| 578 | 34.0_h, 35.0_h, 36.0_h |
| 579 | }); |
| 580 | |
| 581 | std::vector<armnn::Half> outputExpectedData = |
| 582 | { |
| 583 | 1.0_h, 2.0_h, 3.0_h, |
| 584 | 19.0_h, 20.0_h, 21.0_h, |
| 585 | |
| 586 | 4.0_h, 5.0_h, 6.0_h, |
| 587 | 22.0_h, 23.0_h, 24.0_h, |
| 588 | |
| 589 | 7.0_h, 8.0_h, 9.0_h, |
| 590 | 25.0_h, 26.0_h, 27.0_h, |
| 591 | |
| 592 | 10.0_h, 11.0_h, 12.0_h, |
| 593 | 28.0_h, 29.0_h, 30.0_h, |
| 594 | |
| 595 | 13.0_h, 14.0_h, 15.0_h, |
| 596 | 31.0_h, 32.0_h, 33.0_h, |
| 597 | |
| 598 | 16.0_h, 17.0_h, 18.0_h, |
| 599 | 34.0_h, 35.0_h, 36.0_h |
| 600 | }; |
| 601 | |
| 602 | return StackTestHelper<armnn::DataType::Float16, armnn::Half, 4>( |
| 603 | workloadFactory, |
| 604 | memoryManager, |
| 605 | inputTensorInfo, |
| 606 | outputTensorInfo, |
| 607 | 2U, |
| 608 | inputData, |
| 609 | outputExpectedData |
| 610 | ); |
| 611 | } |