src/backends/backendsCommon/test/LayerTests.hpp

   1 //
   2 // Copyright © 2017 Arm Ltd. All rights reserved.
   3 // SPDX-License-Identifier: MIT
   4 //
   5 #pragma once
   6
   7 #include <armnn/ArmNN.hpp>
   8 #include <armnn/Tensor.hpp>
   9
  10 #include <Half.hpp>
  11
  12 #include <backendsCommon/IBackendInternal.hpp>
  13 #include <backendsCommon/IMemoryManager.hpp>
  14
  15 #include <boost/multi_array.hpp>
  16 #include <boost/assert.hpp>
  17
  18 #include <array>
  19
  20 // Layer callables.
  21
  22 namespace armnn
  23 {
  24 class IWorkloadFactory;
  25 }
  26
  27 template <std::size_t n>
  28 boost::array<unsigned int, n> GetTensorShapeAsArray(const armnn::TensorInfo& tensorInfo)
  29 {
  30     BOOST_ASSERT_MSG(n == tensorInfo.GetNumDimensions(),
  31         "Attempting to construct a shape array of mismatching size");
  32
  33     boost::array<unsigned int, n> shape;
  34     for (unsigned int i = 0; i < n; i++)
  35     {
  36         shape[i] = tensorInfo.GetShape()[i];
  37     }
  38     return shape;
  39 }
  40
  41 template <typename T, std::size_t n>
  42 struct LayerTestResult
  43 {
  44     LayerTestResult(const armnn::TensorInfo& outputInfo)
  45     {
  46         auto shape( GetTensorShapeAsArray<n>(outputInfo) );
  47         output.resize(shape);
  48         outputExpected.resize(shape);
  49         supported = true;
  50     }
  51
  52     boost::multi_array<T, n> output;
  53     boost::multi_array<T, n> outputExpected;
  54     bool supported;
  55 };
  56
  57 LayerTestResult<float, 4> SimpleConvolution2d3x5Test(
  58     armnn::IWorkloadFactory& workloadFactory,
  59     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
  60     bool biasEnabled,
  61     const armnn::DataLayout layout);
  62
  63 LayerTestResult<float, 4> SimpleConvolution2d3x3Test(
  64     armnn::IWorkloadFactory& workloadFactory,
  65     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
  66     bool biasEnabled,
  67     const armnn::DataLayout layout);
  68
  69 LayerTestResult<float, 4> SimpleConvolution2d3x3Stride2x2Test(
  70     armnn::IWorkloadFactory& workloadFactory,
  71     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
  72     bool biasEnabled,
  73     const armnn::DataLayout layout);
  74
  75 LayerTestResult<float, 4> SimpleConvolution2d3x3NhwcTest(
  76     armnn::IWorkloadFactory& workloadFactory,
  77     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
  78     bool biasEnabled);
  79
  80 LayerTestResult<float, 4>
  81 Convolution2dAsymmetricPaddingLargerThanHalfKernelSizeTest(
  82     armnn::IWorkloadFactory& workloadFactory,
  83     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
  84     const armnn::DataLayout layout);
  85
  86 LayerTestResult<float, 4> Convolution2dAsymmetricPaddingTest(
  87     armnn::IWorkloadFactory& workloadFactory,
  88     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
  89     const armnn::DataLayout layout);
  90
  91 LayerTestResult<float,   4> Convolution1dTest(
  92     armnn::IWorkloadFactory& workloadFactory,
  93     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
  94     bool biasEnabled);
  95
  96 LayerTestResult<uint8_t, 4> Convolution1dUint8Test(
  97     armnn::IWorkloadFactory& workloadFactory,
  98     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
  99     bool biasEnabled);
 100
 101 LayerTestResult<float, 4> DepthwiseConvolution2dTest(
 102     armnn::IWorkloadFactory& workloadFactory,
 103     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
 104     bool biasEnabled,
 105     const armnn::DataLayout layout);
 106
 107 LayerTestResult<float, 4> DepthwiseConvolution2dDepthNhwcTest(
 108     armnn::IWorkloadFactory& workloadFactory,
 109     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
 110     bool biasEnabled);
 111
 112 LayerTestResult<float, 4> DepthwiseConvolution2dDepthMul1Test(
 113     armnn::IWorkloadFactory& workloadFactory,
 114     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
 115     bool biasEnabled,
 116     const armnn::DataLayout layout);
 117
 118 LayerTestResult<float, 4> DepthwiseConvolution2dAsymmetricTest(
 119     armnn::IWorkloadFactory& workloadFactory,
 120     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
 121     bool biasEnabled,
 122     const armnn::DataLayout layout);
 123
 124 LayerTestResult<float, 4> CompareDepthwiseConvolution2dFloatTest(
 125     armnn::IWorkloadFactory& workloadFactory,
 126     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
 127     armnn::IWorkloadFactory& refWorkloadFactory,
 128     const armnn::DataLayout layout);
 129
 130 LayerTestResult<uint8_t, 4> CompareDepthwiseConvolution2dUint8Test(
 131     armnn::IWorkloadFactory& workloadFactory,
 132     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
 133     armnn::IWorkloadFactory& refWorkloadFactory,
 134     const armnn::DataLayout layout);
 135
 136 LayerTestResult<float,   4> SimpleMaxPooling2dSize2x2Stride2x2Test(
 137     armnn::IWorkloadFactory& workloadFactory,
 138     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
 139     bool forceNoPadding);
 140
 141 LayerTestResult<uint8_t, 4> SimpleMaxPooling2dSize2x2Stride2x2Uint8Test(
 142     armnn::IWorkloadFactory& workloadFactory,
 143     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
 144     bool forceNoPadding);
 145
 146 LayerTestResult<float,   4> SimpleMaxPooling2dSize3x3Stride2x4Test(
 147     armnn::IWorkloadFactory& workloadFactory,
 148     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
 149     bool forceNoPadding);
 150
 151 LayerTestResult<uint8_t, 4> SimpleMaxPooling2dSize3x3Stride2x4Uint8Test(
 152     armnn::IWorkloadFactory& workloadFactory,
 153     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
 154     bool forceNoPadding );
 155
 156 LayerTestResult<float,   4> IgnorePaddingSimpleMaxPooling2dTest(
 157     armnn::IWorkloadFactory& workloadFactory,
 158     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
 159
 160 LayerTestResult<uint8_t, 4> IgnorePaddingSimpleMaxPooling2dUint8Test(
 161     armnn::IWorkloadFactory& workloadFactory,
 162     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
 163
 164 LayerTestResult<float,   4> IgnorePaddingMaxPooling2dSize3Test(
 165     armnn::IWorkloadFactory& workloadFactory,
 166     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
 167
 168 LayerTestResult<uint8_t, 4> IgnorePaddingMaxPooling2dSize3Uint8Test(
 169     armnn::IWorkloadFactory& workloadFactory,
 170     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
 171
 172 LayerTestResult<float,   4> SimpleMaxPooling2dTest(
 173     armnn::IWorkloadFactory& workloadFactory,
 174     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
 175     const armnn::DataLayout dataLayout);
 176
 177 LayerTestResult<uint8_t, 4> SimpleMaxPooling2dUint8Test(
 178     armnn::IWorkloadFactory& workloadFactory,
 179     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
 180     const armnn::DataLayout dataLayout);
 181
 182 LayerTestResult<float,   4> SimpleAveragePooling2dTest(
 183     armnn::IWorkloadFactory& workloadFactory,
 184     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
 185     const armnn::DataLayout dataLayout);
 186
 187 LayerTestResult<uint8_t, 4> SimpleAveragePooling2dUint8Test(
 188     armnn::IWorkloadFactory& workloadFactory,
 189     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
 190     const armnn::DataLayout dataLayout);
 191
 192 LayerTestResult<float,   4> IgnorePaddingAveragePooling2dSize3x2Stride2x2Test(
 193     armnn::IWorkloadFactory& workloadFactory,
 194     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
 195     bool forceNoPadding);
 196
 197 LayerTestResult<float,   4> IgnorePaddingSimpleAveragePooling2dTest(
 198     armnn::IWorkloadFactory& workloadFactory,
 199     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
 200
 201 LayerTestResult<uint8_t, 4> IgnorePaddingSimpleAveragePooling2dUint8Test(
 202     armnn::IWorkloadFactory& workloadFactory,
 203     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
 204
 205 LayerTestResult<float, 4>   IgnorePaddingSimpleAveragePooling2dNoPaddingTest(
 206     armnn::IWorkloadFactory& workloadFactory,
 207     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
 208
 209 LayerTestResult<uint8_t, 4> IgnorePaddingSimpleAveragePooling2dNoPaddingUint8Test(
 210     armnn::IWorkloadFactory& workloadFactory,
 211     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
 212
 213 LayerTestResult<float,   4> IgnorePaddingAveragePooling2dSize3Test(
 214     armnn::IWorkloadFactory& workloadFactory,
 215     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
 216
 217 LayerTestResult<uint8_t, 4> IgnorePaddingAveragePooling2dSize3Uint8Test(
 218     armnn::IWorkloadFactory& workloadFactory,
 219     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
 220
 221 LayerTestResult<float,   4> SimpleL2Pooling2dTest(
 222     armnn::IWorkloadFactory& workloadFactory,
 223     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
 224     const armnn::DataLayout dataLayout);
 225
 226 LayerTestResult<uint8_t, 4> SimpleL2Pooling2dUint8Test(
 227     armnn::IWorkloadFactory& workloadFactory,
 228     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
 229     const armnn::DataLayout dataLayout);
 230
 231 LayerTestResult<float,   4> L2Pooling2dSize3Stride1Test(
 232     armnn::IWorkloadFactory& workloadFactory,
 233     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
 234
 235 LayerTestResult<uint8_t, 4> L2Pooling2dSize3Stride1Uint8Test(
 236     armnn::IWorkloadFactory& workloadFactory,
 237     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
 238
 239 LayerTestResult<float,   4> L2Pooling2dSize3Stride3Test(
 240     armnn::IWorkloadFactory& workloadFactory,
 241     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
 242
 243 LayerTestResult<uint8_t, 4> L2Pooling2dSize3Stride3Uint8Test(
 244     armnn::IWorkloadFactory& workloadFactory,
 245     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
 246
 247 LayerTestResult<float,   4> L2Pooling2dSize3Stride4Test(
 248     armnn::IWorkloadFactory& workloadFactory,
 249     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
 250
 251 LayerTestResult<uint8_t, 4> L2Pooling2dSize3Stride4Uint8Test(
 252     armnn::IWorkloadFactory& workloadFactory,
 253     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
 254
 255 LayerTestResult<float,   4> L2Pooling2dSize7Test(
 256     armnn::IWorkloadFactory& workloadFactory,
 257     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
 258
 259 LayerTestResult<uint8_t, 4> L2Pooling2dSize7Uint8Test(
 260     armnn::IWorkloadFactory& workloadFactory,
 261     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
 262
 263 LayerTestResult<float,   4> L2Pooling2dSize9Test(
 264     armnn::IWorkloadFactory& workloadFactory,
 265     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
 266
 267 LayerTestResult<uint8_t, 4> L2Pooling2dSize9Uint8Test(
 268     armnn::IWorkloadFactory& workloadFactory,
 269     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
 270
 271 LayerTestResult<float,   4> LargeTensorsAveragePooling2dTest(
 272     armnn::IWorkloadFactory& workloadFactory,
 273     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
 274
 275 LayerTestResult<uint8_t, 4> LargeTensorsAveragePooling2dUint8Test(
 276     armnn::IWorkloadFactory& workloadFactory,
 277     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
 278
 279 LayerTestResult<float,   4> IgnorePaddingSimpleL2Pooling2dTest(
 280     armnn::IWorkloadFactory& workloadFactory,
 281     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
 282
 283 LayerTestResult<uint8_t, 4> IgnorePaddingSimpleL2Pooling2dUint8Test(
 284     armnn::IWorkloadFactory& workloadFactory,
 285     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
 286
 287 LayerTestResult<float,   4> IgnorePaddingL2Pooling2dSize3Test(
 288     armnn::IWorkloadFactory& workloadFactory,
 289     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
 290
 291 LayerTestResult<uint8_t, 4> IgnorePaddingL2Pooling2dSize3Uint8Test(
 292     armnn::IWorkloadFactory& workloadFactory,
 293     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
 294
 295 LayerTestResult<float,   4> AsymmetricNonSquarePooling2dTest(
 296     armnn::IWorkloadFactory& workloadFactory,
 297     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
 298
 299 LayerTestResult<uint8_t, 4> AsymmetricNonSquarePooling2dUint8Test(
 300     armnn::IWorkloadFactory& workloadFactory,
 301     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
 302
 303 LayerTestResult<float, 4> ComparePooling2dTest(
 304     armnn::IWorkloadFactory& workloadFactory,
 305     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
 306     armnn::IWorkloadFactory& refWorkloadFactory,
 307     armnn::PoolingAlgorithm  poolingType);
 308
 309 LayerTestResult<uint8_t, 4> ComparePooling2dUint8Test(
 310     armnn::IWorkloadFactory& workloadFactory,
 311     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
 312     armnn::IWorkloadFactory& refWorkloadFactory,
 313     armnn::PoolingAlgorithm  poolingType);
 314
 315 LayerTestResult<float, 4> ConstantLinearActivationTest(
 316     armnn::IWorkloadFactory& workloadFactory,
 317     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
 318
 319 LayerTestResult<float, 4> SimpleNormalizationAcrossTest(
 320     armnn::IWorkloadFactory& workloadFactory,
 321     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
 322
 323 LayerTestResult<float, 4> SimpleNormalizationWithinTest(
 324     armnn::IWorkloadFactory& workloadFactory,
 325     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
 326
 327 LayerTestResult<float,4> SimpleNormalizationAcrossNhwcTest(
 328     armnn::IWorkloadFactory& workloadFactory,
 329     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
 330
 331 LayerTestResult<float, 2> SimpleSoftmaxTest(
 332     armnn::IWorkloadFactory& workloadFactory,
 333     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
 334     float beta);
 335
 336 LayerTestResult<uint8_t, 2> SimpleSoftmaxUint8Test(
 337     armnn::IWorkloadFactory& workloadFactory,
 338     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
 339     float beta);
 340
 341 LayerTestResult<float, 4> SimpleSigmoidTest(
 342     armnn::IWorkloadFactory& workloadFactory,
 343     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
 344
 345 LayerTestResult<float, 4> SimpleReshapeFloat32Test(
 346     armnn::IWorkloadFactory& workloadFactory,
 347     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
 348
 349 LayerTestResult<uint8_t, 4> SimpleReshapeUint8Test(
 350     armnn::IWorkloadFactory& workloadFactory,
 351     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
 352
 353 LayerTestResult<float, 4> SimpleFloorTest(
 354     armnn::IWorkloadFactory& workloadFactory,
 355     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
 356
 357 LayerTestResult<float, 1> Concatenation1dTest(
 358     armnn::IWorkloadFactory& workloadFactory,
 359     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
 360
 361 LayerTestResult<float, 2> Concatenation2dDim0Test(
 362     armnn::IWorkloadFactory& workloadFactory,
 363     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
 364
 365 LayerTestResult<float, 2> Concatenation2dDim1Test(
 366     armnn::IWorkloadFactory& workloadFactory,
 367     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
 368
 369 LayerTestResult<float, 2> Concatenation2dDim0DiffInputDimsTest(
 370     armnn::IWorkloadFactory& workloadFactory,
 371     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
 372
 373 LayerTestResult<float, 2> Concatenation2dDim1DiffInputDimsTest(
 374     armnn::IWorkloadFactory& workloadFactory,
 375     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
 376
 377 LayerTestResult<float, 3> Concatenation3dDim0Test(
 378     armnn::IWorkloadFactory& workloadFactory,
 379     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
 380
 381 LayerTestResult<float, 3> Concatenation3dDim1Test(
 382     armnn::IWorkloadFactory& workloadFactory,
 383     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
 384
 385 LayerTestResult<float, 3> Concatenation3dDim2Test(
 386     armnn::IWorkloadFactory& workloadFactory,
 387     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
 388     bool useSubtensor);
 389
 390 LayerTestResult<float, 3> Concatenation3dDim0DiffInputDimsTest(
 391     armnn::IWorkloadFactory& workloadFactory,
 392     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
 393
 394 LayerTestResult<float, 3> Concatenation3dDim1DiffInputDimsTest(
 395     armnn::IWorkloadFactory& workloadFactory,
 396     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
 397
 398 LayerTestResult<float, 3> Concatenation3dDim2DiffInputDimsTest(
 399     armnn::IWorkloadFactory& workloadFactory,
 400     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
 401     bool useSubtensor);
 402
 403 LayerTestResult<float, 4> Concatenation4dDim0Test(
 404     armnn::IWorkloadFactory& workloadFactory,
 405     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
 406
 407 LayerTestResult<float, 4> Concatenation4dDim1Test(
 408     armnn::IWorkloadFactory& workloadFactory,
 409     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
 410
 411 LayerTestResult<float, 4> Concatenation4dDim2Test(
 412     armnn::IWorkloadFactory& workloadFactory,
 413     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
 414
 415 LayerTestResult<float, 4> Concatenation4dDim3Test(
 416     armnn::IWorkloadFactory& workloadFactory,
 417     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
 418     bool useSubtensor);
 419
 420 LayerTestResult<float, 4> Concatenation4dDiffShapeDim0Test(
 421     armnn::IWorkloadFactory& workloadFactory,
 422     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
 423
 424 LayerTestResult<float, 4> Concatenation4dDiffShapeDim1Test(
 425     armnn::IWorkloadFactory& workloadFactory,
 426     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
 427
 428 LayerTestResult<float, 4> Concatenation4dDiffShapeDim2Test(
 429     armnn::IWorkloadFactory& workloadFactory,
 430     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
 431
 432 LayerTestResult<float, 4> Concatenation4dDiffShapeDim3Test(
 433     armnn::IWorkloadFactory& workloadFactory,
 434     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
 435     bool useSubtensor);
 436
 437 LayerTestResult<uint8_t, 4> Concatenation4dDim0Uint8Test(
 438     armnn::IWorkloadFactory& workloadFactory,
 439     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
 440
 441 LayerTestResult<uint8_t, 4> Concatenation4dDim1Uint8Test(
 442     armnn::IWorkloadFactory& workloadFactory,
 443     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
 444
 445 LayerTestResult<uint8_t, 4> Concatenation4dDim2Uint8Test(
 446     armnn::IWorkloadFactory& workloadFactory,
 447     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
 448
 449 LayerTestResult<uint8_t, 4> Concatenation4dDim3Uint8Test(
 450     armnn::IWorkloadFactory& workloadFactory,
 451     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
 452     bool useSubtensor);
 453
 454 LayerTestResult<uint8_t, 4> Concatenation4dDiffShapeDim0Uint8Test(
 455     armnn::IWorkloadFactory& workloadFactory,
 456     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
 457
 458 LayerTestResult<uint8_t, 4> Concatenation4dDiffShapeDim1Uint8Test(
 459     armnn::IWorkloadFactory& workloadFactory,
 460     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
 461
 462 LayerTestResult<uint8_t, 4> Concatenation4dDiffShapeDim2Uint8Test(
 463     armnn::IWorkloadFactory& workloadFactory,
 464     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
 465
 466 LayerTestResult<uint8_t, 4> Concatenation4dDiffShapeDim3Uint8Test(
 467     armnn::IWorkloadFactory& workloadFactory,
 468     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
 469     bool useSubtensor);
 470
 471 LayerTestResult<uint8_t, 4> SimpleSigmoidUint8Test(
 472     armnn::IWorkloadFactory& workloadFactory,
 473     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
 474
 475 LayerTestResult<float, 4> CompareConvolution2dTest(
 476     armnn::IWorkloadFactory& workloadFactory,
 477     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
 478     armnn::IWorkloadFactory& refWorkloadFactory);
 479
 480 template<typename T>
 481 LayerTestResult<T, 4> CompareDepthwiseConvolution2dTest(
 482     armnn::IWorkloadFactory& workloadFactory,
 483     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
 484     armnn::IWorkloadFactory& refWorkloadFactory,
 485     const armnn::DataLayout layout);
 486
 487 LayerTestResult<float, 4> CompareNormalizationTest(
 488     armnn::IWorkloadFactory& workloadFactory,
 489     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
 490     armnn::IWorkloadFactory& refWorkloadFactory,
 491     armnn::NormalizationAlgorithmChannel normChannel,
 492     armnn::NormalizationAlgorithmMethod normMethod);
 493
 494 LayerTestResult<float, 2> CompareSoftmaxTest(
 495     armnn::IWorkloadFactory& workloadFactory,
 496     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
 497     armnn::IWorkloadFactory& refWorkloadFactory,
 498     float beta);
 499
 500 LayerTestResult<float, 2> FullyConnectedFloat32Test(
 501     armnn::IWorkloadFactory& workloadFactory,
 502     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
 503     bool biasEnabled,
 504     bool transposeWeights);
 505
 506 std::vector<LayerTestResult<float, 3>> SplitterTest(
 507     armnn::IWorkloadFactory& workloadFactory,
 508     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
 509
 510 LayerTestResult<float, 3> CopyViaSplitterTest(
 511     armnn::IWorkloadFactory& workloadFactory,
 512     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
 513
 514 LayerTestResult<float, 3> MergerTest(
 515     armnn::IWorkloadFactory& workloadFactory,
 516     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
 517
 518 LayerTestResult<float, 4> AdditionTest(
 519     armnn::IWorkloadFactory& workloadFactory,
 520     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
 521
 522 LayerTestResult<float, 4> AdditionBroadcast1ElementTest(
 523     armnn::IWorkloadFactory& workloadFactory,
 524     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
 525
 526 LayerTestResult<float, 4> AdditionBroadcastTest(
 527     armnn::IWorkloadFactory& workloadFactory,
 528     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
 529
 530 LayerTestResult<float, 4> CompareAdditionTest(
 531     armnn::IWorkloadFactory& workloadFactory,
 532     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
 533     armnn::IWorkloadFactory& refWorkloadFactory);
 534
 535 LayerTestResult<float, 4> SubtractionTest(
 536     armnn::IWorkloadFactory& workloadFactory,
 537     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
 538
 539 LayerTestResult<float, 4> SubtractionBroadcast1ElementTest(
 540     armnn::IWorkloadFactory& workloadFactory,
 541     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
 542
 543 LayerTestResult<float, 4> SubtractionBroadcastTest(
 544     armnn::IWorkloadFactory& workloadFactory,
 545     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
 546
 547 LayerTestResult<float, 4> CompareActivationTest(
 548     armnn::IWorkloadFactory& workloadFactory,
 549     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
 550     armnn::IWorkloadFactory& refWorkloadFactory,
 551     armnn::ActivationFunction f,
 552     unsigned int batchSize);
 553
 554 LayerTestResult<float, 4> DivisionTest(
 555     armnn::IWorkloadFactory& workloadFactory,
 556     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
 557
 558 LayerTestResult<float, 4> DivisionByZeroTest(
 559     armnn::IWorkloadFactory& workloadFactory,
 560     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
 561
 562 LayerTestResult<float, 4> DivisionBroadcast1ElementTest(
 563     armnn::IWorkloadFactory& workloadFactory,
 564     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
 565
 566 LayerTestResult<float, 4> DivisionBroadcast1DVectorTest(
 567     armnn::IWorkloadFactory& workloadFactory,
 568     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
 569
 570 LayerTestResult<float, 4> MultiplicationTest(
 571     armnn::IWorkloadFactory& workloadFactory,
 572     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
 573
 574 LayerTestResult<float, 4> MultiplicationBroadcast1ElementTest(
 575     armnn::IWorkloadFactory& workloadFactory,
 576     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
 577
 578 LayerTestResult<float, 4> MultiplicationBroadcast1DVectorTest(
 579     armnn::IWorkloadFactory& workloadFactory,
 580     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
 581
 582 LayerTestResult<float, 4> CompareMultiplicationTest(
 583     armnn::IWorkloadFactory& workloadFactory,
 584     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
 585     armnn::IWorkloadFactory& refWorkloadFactory);
 586
 587 LayerTestResult<float, 4> BatchNormTest(
 588     armnn::IWorkloadFactory& workloadFactory,
 589     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
 590
 591 LayerTestResult<float, 4> BatchNormNhwcTest(
 592     armnn::IWorkloadFactory& workloadFactory,
 593     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
 594
 595 LayerTestResult<float, 4> CompareBatchNormTest(
 596     armnn::IWorkloadFactory& workloadFactory,
 597     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
 598     armnn::IWorkloadFactory& refWorkloadFactory);
 599
 600 LayerTestResult<float, 4> BoundedReLuUpperAndLowerBoundTest(
 601     armnn::IWorkloadFactory& workloadFactory,
 602     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
 603
 604 LayerTestResult<uint8_t, 4> BoundedReLuUint8UpperAndLowerBoundTest(
 605     armnn::IWorkloadFactory& workloadFactor,
 606     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManagery);
 607
 608 LayerTestResult<float, 4> BoundedReLuUpperBoundOnlyTest(
 609     armnn::IWorkloadFactory& workloadFactory,
 610     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
 611
 612 LayerTestResult<uint8_t, 4> BoundedReLuUint8UpperBoundOnlyTest(
 613     armnn::IWorkloadFactory& workloadFactory,
 614     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
 615
 616 LayerTestResult<float, 4> CompareBoundedReLuTest(
 617     armnn::IWorkloadFactory& workloadFactory,
 618     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
 619     armnn::IWorkloadFactory& refWorkloadFactory,
 620     float upperBound,
 621     float lowerBound);
 622
 623 // Tests that the output should be identical to the input when the output dimensions match the input ones.
 624 LayerTestResult<float, 4> ResizeBilinearNopTest(
 625     armnn::IWorkloadFactory& workloadFactory,
 626     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
 627     const armnn::DataLayout dataLayout);
 628
 629 // Tests the behaviour of the resize bilinear operation when rescaling a 2x2 image into a 1x1 image.
 630 LayerTestResult<float, 4> SimpleResizeBilinearTest(
 631     armnn::IWorkloadFactory& workloadFactory,
 632     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
 633     const armnn::DataLayout dataLayout);
 634
 635 // Tests the resize bilinear for minification of a square input matrix (also: input dimensions are a
 636 // multiple of output dimensions).
 637 LayerTestResult<float, 4> ResizeBilinearSqMinTest(
 638     armnn::IWorkloadFactory& workloadFactory,
 639     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
 640     const armnn::DataLayout dataLayout);
 641
 642 // Tests the resize bilinear for minification (output dimensions smaller than input dimensions).
 643 LayerTestResult<float, 4> ResizeBilinearMinTest(
 644     armnn::IWorkloadFactory& workloadFactory,
 645     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
 646     const armnn::DataLayout dataLayout);
 647
 648 // Tests the resize bilinear for magnification (output dimensions bigger than input dimensions).
 649 LayerTestResult<float, 4> ResizeBilinearMagTest(
 650     armnn::IWorkloadFactory& workloadFactory,
 651     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
 652     const armnn::DataLayout  dataLayout);
 653
 654 LayerTestResult<float, 2> Rsqrt2dTestCommon(
 655         armnn::IWorkloadFactory& workloadFactory,
 656         const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
 657         const armnn::TensorInfo inputTensorInfo,
 658         const armnn::TensorInfo outputTensorInfo,
 659         std::vector<float> inputValues,
 660         std::vector<float> expectedOutputValues);
 661
 662 LayerTestResult<float, 2> Rsqrt2dTest(
 663     armnn::IWorkloadFactory& workloadFactory,
 664     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
 665
 666 LayerTestResult<float, 3> Rsqrt3dTest(
 667     armnn::IWorkloadFactory& workloadFactory,
 668     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
 669
 670 LayerTestResult<float, 2> RsqrtZeroTest(
 671     armnn::IWorkloadFactory& workloadFactory,
 672     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
 673
 674 LayerTestResult<float, 2> RsqrtNegativeTest(
 675     armnn::IWorkloadFactory& workloadFactory,
 676     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
 677
 678 LayerTestResult<float, 4> BatchNormTest(
 679     armnn::IWorkloadFactory& workloadFactory,
 680     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
 681
 682 LayerTestResult<float, 4> BatchNormNhwcTest(
 683     armnn::IWorkloadFactory& workloadFactory,
 684     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
 685
 686 LayerTestResult<float, 2> FakeQuantizationTest(
 687     armnn::IWorkloadFactory& workloadFactory,
 688     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
 689
 690 LayerTestResult<float, 4> L2Normalization1dTest(
 691     armnn::IWorkloadFactory& workloadFactory,
 692     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
 693     const armnn::DataLayout layout);
 694
 695 LayerTestResult<float, 4> L2Normalization2dTest(
 696     armnn::IWorkloadFactory& workloadFactory,
 697     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
 698     const armnn::DataLayout layout);
 699
 700 LayerTestResult<float, 4> L2Normalization3dTest(
 701     armnn::IWorkloadFactory& workloadFactory,
 702     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
 703     const armnn::DataLayout layout);
 704
 705 LayerTestResult<float, 4> L2Normalization4dTest(
 706     armnn::IWorkloadFactory& workloadFactory,
 707     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
 708     const armnn::DataLayout layout);
 709
 710 LayerTestResult<float, 4> ConstantTest(
 711     armnn::IWorkloadFactory& workloadFactory,
 712     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
 713
 714 LayerTestResult<uint8_t, 4> ConstantTestUint8(
 715     armnn::IWorkloadFactory& workloadFactory,
 716     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
 717
 718 LayerTestResult<uint8_t, 4> BoundedReLuUint8Test(
 719     armnn::IWorkloadFactory& workloadFactory,
 720     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
 721     float upperBound);
 722
 723 LayerTestResult<uint8_t, 4> BoundedReLuUint8Test(
 724     armnn::IWorkloadFactory& workloadFactory,
 725     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
 726     float upperBound,
 727     float lowerBound);
 728
 729 LayerTestResult<uint8_t, 2> FullyConnectedUint8Test(
 730     armnn::IWorkloadFactory& workloadFactory,
 731     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
 732     bool biasEnabled);
 733
 734 std::vector<LayerTestResult<uint8_t, 3>> SplitterUint8Test(
 735     armnn::IWorkloadFactory& workloadFactory,
 736     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
 737
 738 LayerTestResult<uint8_t, 3> CopyViaSplitterUint8Test(
 739     armnn::IWorkloadFactory& workloadFactory,
 740     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
 741
 742 LayerTestResult<uint8_t, 3> MergerUint8Test(
 743     armnn::IWorkloadFactory& workloadFactory,
 744     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
 745
 746 LayerTestResult<uint8_t, 4> AdditionUint8Test(
 747     armnn::IWorkloadFactory& workloadFactory,
 748     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
 749
 750 LayerTestResult<uint8_t, 4> AdditionBroadcast1ElementUint8Test(
 751     armnn::IWorkloadFactory& workloadFactory,
 752     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
 753
 754 LayerTestResult<uint8_t, 4> AdditionBroadcastUint8Test(
 755     armnn::IWorkloadFactory& workloadFactory,
 756     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
 757
 758 LayerTestResult<uint8_t, 4> SubtractionUint8Test(
 759     armnn::IWorkloadFactory& workloadFactory,
 760     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
 761
 762 LayerTestResult<uint8_t, 4> SubtractionBroadcast1ElementUint8Test(
 763     armnn::IWorkloadFactory& workloadFactory,
 764     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
 765
 766 LayerTestResult<uint8_t, 4> SubtractionBroadcastUint8Test(
 767     armnn::IWorkloadFactory& workloadFactory,
 768     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
 769
 770 LayerTestResult<uint8_t, 4> CompareActivationUint8Test(
 771     armnn::IWorkloadFactory& workloadFactory,
 772     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
 773     armnn::IWorkloadFactory& refWorkloadFactory,
 774     armnn::ActivationFunction f);
 775
 776 LayerTestResult<uint8_t, 2> CompareSoftmaxUint8Test(
 777     armnn::IWorkloadFactory& workloadFactory,
 778     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
 779     armnn::IWorkloadFactory& refWorkloadFactory,
 780     float beta);
 781
 782 LayerTestResult<uint8_t, 4> MultiplicationUint8Test(
 783     armnn::IWorkloadFactory& workloadFactory,
 784     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
 785
 786 LayerTestResult<uint8_t, 4> MultiplicationBroadcast1ElementUint8Test(
 787     armnn::IWorkloadFactory& workloadFactory,
 788     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
 789
 790 LayerTestResult<uint8_t, 4> MultiplicationBroadcast1DVectorUint8Test(
 791     armnn::IWorkloadFactory& workloadFactory,
 792     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
 793
 794 LayerTestResult<uint8_t, 4> DivisionUint8Test(
 795     armnn::IWorkloadFactory& workloadFactory,
 796     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
 797
 798 LayerTestResult<uint8_t, 4> DivisionBroadcast1ElementUint8Test(
 799     armnn::IWorkloadFactory& workloadFactory,
 800     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
 801
 802 LayerTestResult<uint8_t, 4> DivisionBroadcast1DVectorUint8Test(
 803     armnn::IWorkloadFactory& workloadFactory,
 804     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
 805
 806 LayerTestResult<uint8_t, 4> SimpleConvolution2d3x5Uint8Test(
 807     armnn::IWorkloadFactory& workloadFactory,
 808     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
 809     bool biasEnabled,
 810     const armnn::DataLayout layout);
 811
 812 LayerTestResult<uint8_t, 4> SimpleConvolution2d3x3Uint8Test(
 813     armnn::IWorkloadFactory& workloadFactory,
 814     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
 815     bool biasEnabled,
 816     const armnn::DataLayout layout);
 817
 818 LayerTestResult<uint8_t, 4> DepthwiseConvolution2dUint8Test(
 819     armnn::IWorkloadFactory& workloadFactory,
 820     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
 821     bool biasEnabled,
 822     const armnn::DataLayout layout);
 823
 824 LayerTestResult<uint8_t, 4> DepthwiseConvolution2dDepthMul1Uint8Test(
 825     armnn::IWorkloadFactory& workloadFactory,
 826     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
 827     bool biasEnabled,
 828     const armnn::DataLayout layout);
 829
 830 LayerTestResult<uint8_t, 4> ConstantLinearActivationUint8Test(
 831     armnn::IWorkloadFactory& workloadFactory,
 832     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
 833
 834 LayerTestResult<uint8_t, 4> ResizeBilinearNopUint8Test(
 835     armnn::IWorkloadFactory& workloadFactory,
 836     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
 837
 838 LayerTestResult<uint8_t, 4> SimpleResizeBilinearUint8Test(
 839     armnn::IWorkloadFactory& workloadFactory,
 840     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
 841
 842 LayerTestResult<uint8_t, 4> ResizeBilinearSqMinUint8Test(
 843     armnn::IWorkloadFactory& workloadFactory,
 844     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
 845
 846 LayerTestResult<uint8_t, 4> ResizeBilinearMinUint8Test(
 847     armnn::IWorkloadFactory& workloadFactory,
 848     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
 849
 850 LayerTestResult<uint8_t, 4> ResizeBilinearMagUint8Test(
 851     armnn::IWorkloadFactory& workloadFactory,
 852     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
 853
 854 LayerTestResult<uint8_t, 4> BatchNormUint8Test(
 855     armnn::IWorkloadFactory& workloadFactory,
 856     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
 857
 858 LayerTestResult<uint8_t, 4> BatchNormUint8NhwcTest(
 859     armnn::IWorkloadFactory& workloadFactory,
 860     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
 861
 862 LayerTestResult<uint8_t, 4> ConstantUint8Test(
 863     armnn::IWorkloadFactory& workloadFactory,
 864     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
 865
 866 LayerTestResult<uint8_t, 1> Concatenation1dUint8Test(
 867     armnn::IWorkloadFactory& workloadFactory,
 868     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
 869
 870 LayerTestResult<uint8_t, 2> Concatenation2dDim0Uint8Test(
 871     armnn::IWorkloadFactory& workloadFactory,
 872     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
 873
 874 LayerTestResult<uint8_t, 2> Concatenation2dDim1Uint8Test(
 875     armnn::IWorkloadFactory& workloadFactory,
 876     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
 877
 878 LayerTestResult<uint8_t, 2> Concatenation2dDim0DiffInputDimsUint8Test(
 879     armnn::IWorkloadFactory& workloadFactory,
 880     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
 881
 882 LayerTestResult<uint8_t, 2> Concatenation2dDim1DiffInputDimsUint8Test(
 883     armnn::IWorkloadFactory& workloadFactory,
 884     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
 885
 886 LayerTestResult<uint8_t, 3> Concatenation3dDim0Uint8Test(
 887     armnn::IWorkloadFactory& workloadFactory,
 888     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
 889
 890 LayerTestResult<uint8_t, 3> Concatenation3dDim1Uint8Test(
 891     armnn::IWorkloadFactory& workloadFactory,
 892     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
 893
 894 LayerTestResult<uint8_t, 3> Concatenation3dDim2Uint8Test(
 895     armnn::IWorkloadFactory& workloadFactory,
 896     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
 897     bool useSubtensor);
 898
 899 LayerTestResult<uint8_t, 3> Concatenation3dDim0DiffInputDimsUint8Test(
 900     armnn::IWorkloadFactory& workloadFactory,
 901     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
 902
 903 LayerTestResult<uint8_t, 3> Concatenation3dDim1DiffInputDimsUint8Test(
 904     armnn::IWorkloadFactory& workloadFactory,
 905     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
 906
 907 LayerTestResult<uint8_t, 3> Concatenation3dDim2DiffInputDimsUint8Test(
 908     armnn::IWorkloadFactory& workloadFactory,
 909     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
 910     bool useSubtensor);
 911
 912 LayerTestResult<float, 4> EqualSimpleTest(
 913     armnn::IWorkloadFactory& workloadFactory,
 914     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
 915
 916 LayerTestResult<float, 4> EqualBroadcast1ElementTest(
 917     armnn::IWorkloadFactory& workloadFactory,
 918     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
 919
 920 LayerTestResult<float, 4> EqualBroadcast1DVectorTest(
 921     armnn::IWorkloadFactory& workloadFactory,
 922     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
 923
 924 LayerTestResult<uint8_t, 4> EqualUint8Test(
 925     armnn::IWorkloadFactory& workloadFactory,
 926     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
 927
 928 LayerTestResult<uint8_t, 4> EqualBroadcast1ElementUint8Test(
 929     armnn::IWorkloadFactory& workloadFactory,
 930     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
 931
 932 LayerTestResult<uint8_t, 4> EqualBroadcast1DVectorUint8Test(
 933     armnn::IWorkloadFactory& workloadFactory,
 934     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
 935
 936 LayerTestResult<float, 4> GreaterSimpleTest(
 937     armnn::IWorkloadFactory& workloadFactory,
 938     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
 939
 940 LayerTestResult<float, 4> GreaterBroadcast1ElementTest(
 941     armnn::IWorkloadFactory& workloadFactory,
 942     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
 943
 944 LayerTestResult<float, 4> GreaterBroadcast1DVectorTest(
 945     armnn::IWorkloadFactory& workloadFactory,
 946     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
 947
 948 LayerTestResult<uint8_t, 4> GreaterUint8Test(
 949     armnn::IWorkloadFactory& workloadFactory,
 950     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
 951
 952 LayerTestResult<uint8_t, 4> GreaterBroadcast1ElementUint8Test(
 953     armnn::IWorkloadFactory& workloadFactory,
 954     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
 955
 956 LayerTestResult<uint8_t, 4> GreaterBroadcast1DVectorUint8Test(
 957     armnn::IWorkloadFactory& workloadFactory,
 958     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
 959
 960 LayerTestResult<float, 2> FullyConnectedLargeTest(
 961     armnn::IWorkloadFactory& workloadFactory,
 962     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
 963     bool transposeWeights);
 964
 965 LayerTestResult<float, 4> SimplePermuteFloat32Test(
 966     armnn::IWorkloadFactory& workloadFactory,
 967     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
 968
 969 LayerTestResult<uint8_t, 4> SimplePermuteUint8Test(
 970     armnn::IWorkloadFactory& workloadFactory,
 971     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
 972
 973 LayerTestResult<uint8_t, 2> PadUint82dTest(
 974     armnn::IWorkloadFactory& workloadFactory,
 975     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
 976
 977 LayerTestResult<uint8_t, 3> PadUint83dTest(
 978     armnn::IWorkloadFactory& workloadFactory,
 979     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
 980
 981 LayerTestResult<uint8_t, 4> PadUint84dTest(
 982     armnn::IWorkloadFactory& workloadFactory,
 983     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
 984
 985 LayerTestResult<float, 2> PadFloat322dTest(
 986     armnn::IWorkloadFactory& workloadFactory,
 987     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
 988
 989 LayerTestResult<float, 3> PadFloat323dTest(
 990     armnn::IWorkloadFactory& workloadFactory,
 991     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
 992
 993 LayerTestResult<float, 4> PadFloat324dTest(
 994     armnn::IWorkloadFactory& workloadFactory,
 995     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
 996
 997 LayerTestResult<float, 4> PermuteFloat32ValueSet1Test(
 998     armnn::IWorkloadFactory& workloadFactory,
 999     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
1000
1001 LayerTestResult<float, 4> PermuteFloat32ValueSet2Test(
1002     armnn::IWorkloadFactory& workloadFactory,
1003     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
1004
1005 LayerTestResult<float, 4> PermuteFloat32ValueSet3Test(
1006     armnn::IWorkloadFactory& workloadFactory,
1007     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
1008
1009 LayerTestResult<float, 2> LstmLayerFloat32WithCifgWithPeepholeNoProjectionTest(
1010     armnn::IWorkloadFactory& workloadFactory,
1011     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
1012
1013 LayerTestResult<float, 2> LstmLayerFloat32NoCifgNoPeepholeNoProjectionTest(
1014     armnn::IWorkloadFactory& workloadFactory,
1015     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
1016
1017 LayerTestResult<float, 2> LstmLayerFloat32NoCifgWithPeepholeWithProjectionTest(
1018     armnn::IWorkloadFactory& workloadFactory,
1019     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
1020
1021 LayerTestResult<float, 4> SimpleConvertFp16ToFp32Test(
1022     armnn::IWorkloadFactory& workloadFactory,
1023     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
1024
1025 LayerTestResult<armnn::Half, 4> SimpleConvertFp32ToFp16Test(
1026     armnn::IWorkloadFactory& workloadFactory,
1027     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
1028
1029 LayerTestResult<float, 4> MaximumSimpleTest(
1030         armnn::IWorkloadFactory& workloadFactory,
1031         const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
1032
1033 LayerTestResult<float, 4> MaximumBroadcast1ElementTest(
1034         armnn::IWorkloadFactory& workloadFactory,
1035         const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
1036
1037 LayerTestResult<float, 4> MaximumBroadcast1DVectorTest(
1038         armnn::IWorkloadFactory& workloadFactory,
1039         const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
1040
1041 LayerTestResult<uint8_t , 4> MaximumUint8Test(
1042         armnn::IWorkloadFactory& workloadFactory,
1043         const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
1044
1045 LayerTestResult<uint8_t, 4> MaximumBroadcast1ElementUint8Test(
1046         armnn::IWorkloadFactory& workloadFactory,
1047         const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
1048
1049 LayerTestResult<uint8_t, 4> MaximumBroadcast1DVectorUint8Test(
1050         armnn::IWorkloadFactory& workloadFactory,
1051         const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
1052
1053 LayerTestResult<uint8_t, 1> MeanUint8SimpleTest(
1054     armnn::IWorkloadFactory& workloadFactory,
1055     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
1056
1057 LayerTestResult<uint8_t, 3> MeanUint8SimpleAxisTest(
1058     armnn::IWorkloadFactory& workloadFactory,
1059     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
1060
1061 LayerTestResult<uint8_t, 4> MeanUint8KeepDimsTest(
1062     armnn::IWorkloadFactory& workloadFactory,
1063     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
1064
1065 LayerTestResult<uint8_t, 4> MeanUint8MultipleDimsTest(
1066     armnn::IWorkloadFactory& workloadFactory,
1067     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
1068
1069 LayerTestResult<uint8_t, 1> MeanVtsUint8Test(
1070     armnn::IWorkloadFactory& workloadFactory,
1071     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
1072
1073 LayerTestResult<float, 1> MeanFloatSimpleTest(
1074     armnn::IWorkloadFactory& workloadFactory,
1075     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
1076
1077 LayerTestResult<float, 3> MeanFloatSimpleAxisTest(
1078     armnn::IWorkloadFactory& workloadFactory,
1079     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
1080
1081 LayerTestResult<float, 4> MeanFloatKeepDimsTest(
1082     armnn::IWorkloadFactory& workloadFactory,
1083     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
1084
1085 LayerTestResult<float, 4> MeanFloatMultipleDimsTest(
1086     armnn::IWorkloadFactory& workloadFactory,
1087     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
1088
1089 LayerTestResult<float, 1> MeanVtsFloat1Test(
1090     armnn::IWorkloadFactory& workloadFactory,
1091     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
1092
1093 LayerTestResult<float, 3> MeanVtsFloat2Test(
1094     armnn::IWorkloadFactory& workloadFactory,
1095     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
1096
1097 LayerTestResult<float, 3> MeanVtsFloat3Test(
1098     armnn::IWorkloadFactory& workloadFactory,
1099     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
1100
1101 LayerTestResult<float, 4> MinimumBroadcast1ElementTest1(
1102     armnn::IWorkloadFactory& workloadFactory,
1103     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
1104
1105 LayerTestResult<float, 4> MinimumBroadcast1ElementTest2(
1106     armnn::IWorkloadFactory& workloadFactory,
1107     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
1108
1109 LayerTestResult<uint8_t, 4> MinimumBroadcast1DVectorUint8Test(
1110     armnn::IWorkloadFactory & workloadFactory,
1111     const armnn::IBackendInternal::IMemoryManagerSharedPtr & memoryManager);
1112
1113 LayerTestResult<float, 4> AdditionAfterMaxPoolTest(
1114     armnn::IWorkloadFactory& workloadFactory,
1115     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
1116
1117 LayerTestResult<float, 4> SpaceToBatchNdSimpleFloat32Test(
1118     armnn::IWorkloadFactory& workloadFactory,
1119     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
1120
1121 LayerTestResult<float, 4> SpaceToBatchNdMultiChannelsFloat32Test(
1122     armnn::IWorkloadFactory& workloadFactory,
1123     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
1124
1125 LayerTestResult<float, 4> SpaceToBatchNdMultiBlockFloat32Test(
1126     armnn::IWorkloadFactory& workloadFactory,
1127     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
1128
1129 LayerTestResult<float, 4> SpaceToBatchNdPaddingFloat32Test(
1130     armnn::IWorkloadFactory& workloadFactory,
1131     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
1132
1133 LayerTestResult<uint8_t, 4> SpaceToBatchNdSimpleUint8Test(
1134     armnn::IWorkloadFactory& workloadFactory,
1135     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
1136
1137 LayerTestResult<uint8_t, 4> SpaceToBatchNdMultiChannelsUint8Test(
1138     armnn::IWorkloadFactory& workloadFactory,
1139     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
1140
1141 LayerTestResult<uint8_t, 4> SpaceToBatchNdMultiBlockUint8Test(
1142     armnn::IWorkloadFactory& workloadFactory,
1143     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
1144
1145 LayerTestResult<uint8_t, 4> SpaceToBatchNdPaddingUint8Test(
1146     armnn::IWorkloadFactory& workloadFactory,
1147     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
1148
1149 LayerTestResult<float, 4> SpaceToBatchNdSimpleNHWCFloat32Test(
1150     armnn::IWorkloadFactory& workloadFactory,
1151     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
1152
1153 LayerTestResult<float, 4> SpaceToBatchNdMultiChannelsNHWCFloat32Test(
1154     armnn::IWorkloadFactory& workloadFactory,
1155     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
1156
1157 LayerTestResult<float, 4> SpaceToBatchNdMultiBlockNHWCFloat32Test(
1158     armnn::IWorkloadFactory& workloadFactory,
1159     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
1160
1161 LayerTestResult<float, 4> SpaceToBatchNdPaddingNHWCFloat32Test(
1162     armnn::IWorkloadFactory& workloadFactory,
1163     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
1164
1165 LayerTestResult<uint8_t, 4> SpaceToBatchNdSimpleNHWCUint8Test(
1166     armnn::IWorkloadFactory& workloadFactory,
1167     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
1168
1169 LayerTestResult<uint8_t, 4> SpaceToBatchNdMultiChannelsNHWCUint8Test(
1170     armnn::IWorkloadFactory& workloadFactory,
1171     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
1172
1173 LayerTestResult<uint8_t, 4> SpaceToBatchNdMultiBlockNHWCUint8Test(
1174     armnn::IWorkloadFactory& workloadFactory,
1175     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
1176
1177 LayerTestResult<uint8_t, 4> SpaceToBatchNdPaddingNHWCUint8Test(
1178     armnn::IWorkloadFactory& workloadFactory,
1179     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
1180
1181 LayerTestResult<float, 4> BatchToSpaceNdNhwcFloat32Test1(
1182     armnn::IWorkloadFactory& workloadFactory,
1183     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
1184
1185 LayerTestResult<float, 4> BatchToSpaceNdNhwcFloat32Test2(
1186     armnn::IWorkloadFactory& workloadFactory,
1187     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
1188
1189 LayerTestResult<float, 4> BatchToSpaceNdNhwcFloat32Test3(
1190     armnn::IWorkloadFactory& workloadFactory,
1191     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
1192
1193 LayerTestResult<float, 4> BatchToSpaceNdNchwFloat32Test1(
1194     armnn::IWorkloadFactory &workloadFactory,
1195     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
1196
1197 LayerTestResult<float, 4> BatchToSpaceNdNchwFloat32Test2(
1198         armnn::IWorkloadFactory &workloadFactory,
1199         const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
1200
1201 LayerTestResult<float, 4> BatchToSpaceNdNchwFloat32Test3(
1202         armnn::IWorkloadFactory &workloadFactory,
1203         const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
1204
1205 LayerTestResult<uint8_t, 4> BatchToSpaceNdNhwcUintTest1(
1206     armnn::IWorkloadFactory &workloadFactory,
1207     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
1208
1209 LayerTestResult<uint8_t, 4> BatchToSpaceNdNhwcUintTest2(
1210         armnn::IWorkloadFactory &workloadFactory,
1211         const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
1212
1213 LayerTestResult<uint8_t, 4> BatchToSpaceNdNhwcUintTest3(
1214         armnn::IWorkloadFactory &workloadFactory,
1215         const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
1216
1217 LayerTestResult<uint8_t, 4> BatchToSpaceNdNchwUintTest1(
1218         armnn::IWorkloadFactory &workloadFactory,
1219         const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
1220
1221 LayerTestResult<uint8_t, 4> BatchToSpaceNdNchwUintTest2(
1222         armnn::IWorkloadFactory &workloadFactory,
1223         const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
1224
1225 LayerTestResult<uint8_t, 4> BatchToSpaceNdNchwUintTest3(
1226         armnn::IWorkloadFactory &workloadFactory,
1227         const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
1228
1229 LayerTestResult<float, 4> StridedSlice4DFloat32Test(
1230     armnn::IWorkloadFactory& workloadFactory,
1231     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
1232
1233 LayerTestResult<float, 4> StridedSlice4DReverseFloat32Test(
1234     armnn::IWorkloadFactory& workloadFactory,
1235     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
1236
1237 LayerTestResult<float, 4> StridedSliceSimpleStrideFloat32Test(
1238     armnn::IWorkloadFactory& workloadFactory,
1239     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
1240
1241 LayerTestResult<float, 4> StridedSliceSimpleRangeMaskFloat32Test(
1242     armnn::IWorkloadFactory& workloadFactory,
1243     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
1244
1245 LayerTestResult<float, 2> StridedSliceShrinkAxisMaskFloat32Test(
1246     armnn::IWorkloadFactory& workloadFactory,
1247     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
1248
1249 LayerTestResult<float, 3> StridedSlice3DFloat32Test(
1250     armnn::IWorkloadFactory& workloadFactory,
1251     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
1252
1253 LayerTestResult<float, 3> StridedSlice3DReverseFloat32Test(
1254     armnn::IWorkloadFactory& workloadFactory,
1255     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
1256
1257 LayerTestResult<float, 2> StridedSlice2DFloat32Test(
1258     armnn::IWorkloadFactory& workloadFactory,
1259     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
1260
1261 LayerTestResult<float, 2> StridedSlice2DReverseFloat32Test(
1262     armnn::IWorkloadFactory& workloadFactory,
1263     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
1264
1265 LayerTestResult<uint8_t, 4> StridedSlice4DUint8Test(
1266     armnn::IWorkloadFactory& workloadFactory,
1267     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
1268
1269 LayerTestResult<uint8_t, 4> StridedSlice4DReverseUint8Test(
1270     armnn::IWorkloadFactory& workloadFactory,
1271     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
1272
1273 LayerTestResult<uint8_t, 4> StridedSliceSimpleStrideUint8Test(
1274     armnn::IWorkloadFactory& workloadFactory,
1275     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
1276
1277 LayerTestResult<uint8_t, 4> StridedSliceSimpleRangeMaskUint8Test(
1278     armnn::IWorkloadFactory& workloadFactory,
1279     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
1280
1281 LayerTestResult<uint8_t, 2> StridedSliceShrinkAxisMaskUint8Test(
1282     armnn::IWorkloadFactory& workloadFactory,
1283     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
1284
1285 LayerTestResult<uint8_t, 3> StridedSlice3DUint8Test(
1286     armnn::IWorkloadFactory& workloadFactory,
1287     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
1288
1289 LayerTestResult<uint8_t, 3> StridedSlice3DReverseUint8Test(
1290     armnn::IWorkloadFactory& workloadFactory,
1291     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
1292
1293 LayerTestResult<uint8_t, 2> StridedSlice2DUint8Test(
1294     armnn::IWorkloadFactory& workloadFactory,
1295     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
1296
1297 LayerTestResult<uint8_t, 2> StridedSlice2DReverseUint8Test(
1298     armnn::IWorkloadFactory& workloadFactory,
1299     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
1300
1301 LayerTestResult<float, 4> Debug4DFloat32Test(
1302     armnn::IWorkloadFactory& workloadFactory,
1303     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
1304
1305 LayerTestResult<float, 3> Debug3DFloat32Test(
1306     armnn::IWorkloadFactory& workloadFactory,
1307     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
1308
1309 LayerTestResult<float, 2> Debug2DFloat32Test(
1310     armnn::IWorkloadFactory& workloadFactory,
1311     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
1312
1313 LayerTestResult<float, 1> Debug1DFloat32Test(
1314     armnn::IWorkloadFactory& workloadFactory,
1315     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
1316
1317 LayerTestResult<uint8_t, 4> Debug4DUint8Test(
1318     armnn::IWorkloadFactory& workloadFactory,
1319     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
1320
1321 LayerTestResult<uint8_t, 3> Debug3DUint8Test(
1322     armnn::IWorkloadFactory& workloadFactory,
1323     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
1324
1325 LayerTestResult<uint8_t, 2> Debug2DUint8Test(
1326     armnn::IWorkloadFactory& workloadFactory,
1327     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
1328
1329 LayerTestResult<uint8_t, 1> Debug1DUint8Test(
1330     armnn::IWorkloadFactory& workloadFactory,
1331     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
1332
1333 LayerTestResult<uint8_t, 4> PreCompiledConvolution2dTest(
1334     armnn::IWorkloadFactory& workloadFactory,
1335     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
1336
1337 LayerTestResult<uint8_t, 4> PreCompiledConvolution2dStride2x2Test(
1338     armnn::IWorkloadFactory& workloadFactory,
1339     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
1340
1341 LayerTestResult<uint8_t, 4> PreCompiledDepthwiseConvolution2dTest(
1342     armnn::IWorkloadFactory & workloadFactory,
1343     const armnn::IBackendInternal::IMemoryManagerSharedPtr & memoryManager);
1344
1345 LayerTestResult<uint8_t, 4> PreCompiledDepthwiseConvolution2dStride2x2Test(
1346     armnn::IWorkloadFactory & workloadFactory,
1347     const armnn::IBackendInternal::IMemoryManagerSharedPtr & memoryManager);
1348
1349 LayerTestResult<uint8_t, 4> PreCompiledMaxPooling2dTest(
1350     armnn::IWorkloadFactory& workloadFactory,
1351     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
1352
1353 LayerTestResult<float, 4> Debug4DFloat32Test(
1354     armnn::IWorkloadFactory& workloadFactory,
1355     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
1356
1357 LayerTestResult<float, 3> Debug3DFloat32Test(
1358     armnn::IWorkloadFactory& workloadFactory,
1359     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
1360
1361 LayerTestResult<float, 2> Debug2DFloat32Test(
1362     armnn::IWorkloadFactory& workloadFactory,
1363     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
1364
1365 LayerTestResult<float, 1> Debug1DFloat32Test(
1366     armnn::IWorkloadFactory& workloadFactory,
1367     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
1368
1369 LayerTestResult<uint8_t, 4> Debug4DUint8Test(
1370     armnn::IWorkloadFactory& workloadFactory,
1371     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
1372
1373 LayerTestResult<uint8_t, 3> Debug3DUint8Test(
1374     armnn::IWorkloadFactory& workloadFactory,
1375     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
1376
1377 LayerTestResult<uint8_t, 2> Debug2DUint8Test(
1378     armnn::IWorkloadFactory& workloadFactory,
1379     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
1380
1381 LayerTestResult<uint8_t, 1> Debug1DUint8Test(
1382     armnn::IWorkloadFactory& workloadFactory,
1383     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);