src/backends/reference/test/RefLayerTests.cpp

   1 //
   2 // Copyright © 2017 Arm Ltd. All rights reserved.
   3 // SPDX-License-Identifier: MIT
   4 //
   5
   6 #include "RefWorkloadFactoryHelper.hpp"
   7
   8 #include <test/TensorHelpers.hpp>
   9 #include <test/UnitTests.hpp>
  10
  11 #include <reference/RefWorkloadFactory.hpp>
  12
  13 #include <backendsCommon/test/DebugTestImpl.hpp>
  14 #include <backendsCommon/test/DetectionPostProcessLayerTestImpl.hpp>
  15 #include <backendsCommon/test/LayerTests.hpp>
  16 #include <backendsCommon/test/PermuteTestImpl.hpp>
  17 #include <backendsCommon/test/TransposeConvolution2dTestImpl.hpp>
  18
  19 #include <boost/test/unit_test.hpp>
  20
  21 BOOST_AUTO_TEST_SUITE(Compute_Reference)
  22
  23 using namespace armnn;
  24
  25 using FactoryType = RefWorkloadFactory;
  26
  27 // ============================================================================
  28 // UNIT tests
  29
  30 // Convolution
  31 ARMNN_AUTO_TEST_CASE(SimpleConvolution2d3x5, SimpleConvolution2d3x5Test, true, DataLayout::NCHW)
  32 ARMNN_AUTO_TEST_CASE(SimpleConvolution2d3x5Uint8, SimpleConvolution2d3x5Uint8Test, true, DataLayout::NCHW)
  33 ARMNN_AUTO_TEST_CASE(SimpleConvolution2d3x5Nhwc, SimpleConvolution2d3x5Test, true, DataLayout::NHWC)
  34 ARMNN_AUTO_TEST_CASE(SimpleConvolution2d3x5Uint8Nhwc, SimpleConvolution2d3x5Uint8Test, true, DataLayout::NHWC)
  35 ARMNN_AUTO_TEST_CASE(SimpleConvolution2d3x5QSymm16, SimpleConvolution2d3x5QSymm16Test, true, DataLayout::NCHW)
  36 ARMNN_AUTO_TEST_CASE(SimpleConvolution2d3x5QSymm16Nhwc, SimpleConvolution2d3x5QSymm16Test, true, DataLayout::NHWC)
  37
  38 ARMNN_AUTO_TEST_CASE(UnbiasedConvolution2d, SimpleConvolution2d3x5Test, false, DataLayout::NCHW)
  39 ARMNN_AUTO_TEST_CASE(UnbiasedConvolutionUint8, SimpleConvolution2d3x5Uint8Test, false, DataLayout::NCHW)
  40 ARMNN_AUTO_TEST_CASE(UnbiasedConvolution2dNhwc, SimpleConvolution2d3x5Test, false, DataLayout::NHWC)
  41 ARMNN_AUTO_TEST_CASE(UnbiasedConvolutionUint8Nhwc, SimpleConvolution2d3x5Uint8Test, false, DataLayout::NHWC)
  42
  43 ARMNN_AUTO_TEST_CASE(SimpleConvolution1d, Convolution1dTest, true)
  44 ARMNN_AUTO_TEST_CASE(SimpleConvolution1dUint8, Convolution1dUint8Test, true)
  45
  46 ARMNN_AUTO_TEST_CASE(SimpleConvolution2d3x3, SimpleConvolution2d3x3Test, true, DataLayout::NCHW)
  47 ARMNN_AUTO_TEST_CASE(SimpleConvolution2d3x3Uint8, SimpleConvolution2d3x3Uint8Test, true, DataLayout::NCHW)
  48 ARMNN_AUTO_TEST_CASE(SimpleConvolution2d3x3QSymm16, SimpleConvolution2d3x3QSymm16Test, true, DataLayout::NCHW)
  49
  50 ARMNN_AUTO_TEST_CASE(SimpleConvolution2d3x3Nhwc, SimpleConvolution2d3x3Test, true, DataLayout::NHWC)
  51 ARMNN_AUTO_TEST_CASE(SimpleConvolution2d3x3Uint8Nhwc, SimpleConvolution2d3x3Uint8Test, true, DataLayout::NHWC)
  52 ARMNN_AUTO_TEST_CASE(SimpleConvolution2d3x3QSymm16Nhwc, SimpleConvolution2d3x3QSymm16Test, true,
  53                      DataLayout::NCHW)
  54
  55 ARMNN_AUTO_TEST_CASE(UnbiasedConvolution2dSquare, SimpleConvolution2d3x3Test, false, DataLayout::NCHW)
  56 ARMNN_AUTO_TEST_CASE(UnbiasedConvolution2dSquareNhwc, SimpleConvolution2d3x3Test, false, DataLayout::NHWC)
  57
  58 ARMNN_AUTO_TEST_CASE(UnbiasedConvolution2dSquareStride2x2Nhwc,
  59                      SimpleConvolution2d3x3Stride2x2Test,
  60                      false,
  61                      DataLayout::NHWC)
  62
  63 ARMNN_AUTO_TEST_CASE(SimpleConvolution2dAsymmetricPaddingLargerThanHalfKernelSize,
  64                      Convolution2dAsymmetricPaddingLargerThanHalfKernelSizeTest,
  65                      DataLayout::NCHW)
  66 ARMNN_AUTO_TEST_CASE(SimpleConvolution2dAsymmetricPadding, Convolution2dAsymmetricPaddingTest, DataLayout::NCHW)
  67
  68 ARMNN_AUTO_TEST_CASE(SimpleConvolution2dAsymmetricPaddingLargerThanHalfKernelSizeNhwc,
  69                      Convolution2dAsymmetricPaddingLargerThanHalfKernelSizeTest,
  70                      DataLayout::NHWC)
  71 ARMNN_AUTO_TEST_CASE(SimpleConvolution2dAsymmetricPaddingNhwc,
  72                      Convolution2dAsymmetricPaddingTest,
  73                      DataLayout::NHWC)
  74
  75 ARMNN_AUTO_TEST_CASE(SimpleConvolution2dSquareNhwc, SimpleConvolution2d3x3NhwcTest, false)
  76
  77 ARMNN_AUTO_TEST_CASE(Convolution2d3x3Dilation3x3,
  78                      Convolution2d3x3Dilation3x3Test<DataType::Float32, DataType::Float32>,
  79                      false,
  80                      DataLayout::NCHW)
  81 ARMNN_AUTO_TEST_CASE(Convolution2d3x3Dilation3x3Nhwc,
  82                      Convolution2d3x3Dilation3x3Test<DataType::Float32, DataType::Float32>,
  83                      false,
  84                      DataLayout::NHWC)
  85 ARMNN_AUTO_TEST_CASE(Convolution2d3x3Dilation3x3Uint8,
  86                      Convolution2d3x3Dilation3x3Test<DataType::QuantisedAsymm8, DataType::Signed32>,
  87                      false,
  88                      DataLayout::NCHW)
  89 ARMNN_AUTO_TEST_CASE(Convolution2d3x3Dilation3x3NhwcUint8,
  90                      Convolution2d3x3Dilation3x3Test<DataType::QuantisedAsymm8, DataType::Signed32>,
  91                      false,
  92                      DataLayout::NHWC)
  93 ARMNN_AUTO_TEST_CASE(Convolution2d3x3Dilation3x3Int16,
  94                      Convolution2d3x3Dilation3x3Test<DataType::QuantisedSymm16, DataType::Signed32>,
  95                      false,
  96                      DataLayout::NCHW)
  97 ARMNN_AUTO_TEST_CASE(Convolution2d3x3Dilation3x3NhwcInt16,
  98                      Convolution2d3x3Dilation3x3Test<DataType::QuantisedSymm16, DataType::Signed32>,
  99                      false,
 100                      DataLayout::NHWC)
 101
 102 ARMNN_AUTO_TEST_CASE(Convolution2d2x3x3Dilation3x3,
 103                      Convolution2d2x3x3Dilation3x3Test<DataType::Float32, DataType::Float32>,
 104                      false,
 105                      DataLayout::NCHW)
 106 ARMNN_AUTO_TEST_CASE(Convolution2d2x3x3Dilation3x3Nhwc,
 107                      Convolution2d2x3x3Dilation3x3Test<DataType::Float32, DataType::Float32>,
 108                      false,
 109                      DataLayout::NHWC)
 110 ARMNN_AUTO_TEST_CASE(Convolution2d2x3x3Dilation3x3Uint8,
 111                      Convolution2d2x3x3Dilation3x3Test<DataType::QuantisedAsymm8, DataType::Signed32>,
 112                      false,
 113                      DataLayout::NCHW)
 114 ARMNN_AUTO_TEST_CASE(Convolution2d2x3x3Dilation3x3NhwcUint8,
 115                      Convolution2d2x3x3Dilation3x3Test<DataType::QuantisedAsymm8, DataType::Signed32>,
 116                      false,
 117                      DataLayout::NHWC)
 118 ARMNN_AUTO_TEST_CASE(Convolution2d2x3x3Dilation3x3Int16,
 119                      Convolution2d2x3x3Dilation3x3Test<DataType::QuantisedSymm16, DataType::Signed32>,
 120                      false,
 121                      DataLayout::NCHW)
 122 ARMNN_AUTO_TEST_CASE(Convolution2d2x3x3Dilation3x3NhwcInt16,
 123                      Convolution2d2x3x3Dilation3x3Test<DataType::QuantisedSymm16, DataType::Signed32>,
 124                      false,
 125                      DataLayout::NHWC)
 126
 127 ARMNN_AUTO_TEST_CASE(Convolution2d2x2Dilation2x2Padding2x2Stride3x3,
 128                      Convolution2d2x2Dilation2x2Padding2x2Stride3x3Test<DataType::Float32, DataType::Float32>,
 129                      false,
 130                      DataLayout::NCHW)
 131 ARMNN_AUTO_TEST_CASE(Convolution2d2x2Dilation2x2Padding2x2Stride3x3Nhwc,
 132                      Convolution2d2x2Dilation2x2Padding2x2Stride3x3Test<DataType::Float32, DataType::Float32>,
 133                      false,
 134                      DataLayout::NHWC)
 135 ARMNN_AUTO_TEST_CASE(Convolution2d2x2Dilation2x2Padding2x2Stride3x3Uint8,
 136                      Convolution2d2x2Dilation2x2Padding2x2Stride3x3Test<DataType::QuantisedAsymm8, DataType::Signed32>,
 137                      false,
 138                      DataLayout::NCHW)
 139 ARMNN_AUTO_TEST_CASE(Convolution2d2x2Dilation2x2Padding2x2Stride3x3NhwcUint8,
 140                      Convolution2d2x2Dilation2x2Padding2x2Stride3x3Test<DataType::QuantisedAsymm8, DataType::Signed32>,
 141                      false,
 142                      DataLayout::NHWC)
 143 ARMNN_AUTO_TEST_CASE(Convolution2d2x2Dilation2x2Padding2x2Stride3x3Int16,
 144                      Convolution2d2x2Dilation2x2Padding2x2Stride3x3Test<DataType::QuantisedSymm16, DataType::Signed32>,
 145                      false,
 146                      DataLayout::NCHW)
 147 ARMNN_AUTO_TEST_CASE(Convolution2d2x2Dilation2x2Padding2x2Stride3x3NhwcInt16,
 148                      Convolution2d2x2Dilation2x2Padding2x2Stride3x3Test<DataType::QuantisedSymm16, DataType::Signed32>,
 149                      false,
 150                      DataLayout::NHWC)
 151
 152
 153 // Depthwise Convolution
 154 ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2d, DepthwiseConvolution2dTest, true, DataLayout::NCHW)
 155 ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dUint8, DepthwiseConvolution2dUint8Test, true, DataLayout::NCHW)
 156
 157 ARMNN_AUTO_TEST_CASE(UnbiasedDepthwiseConvolution2d, DepthwiseConvolution2dTest, false, DataLayout::NCHW)
 158 ARMNN_AUTO_TEST_CASE(UnbiasedDepthwiseConvolution2dUint8,
 159                      DepthwiseConvolution2dUint8Test,
 160                      false,
 161                      DataLayout::NCHW)
 162 ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dQSymm16, DepthwiseConvolution2dInt16Test, true, DataLayout::NCHW)
 163
 164 // NHWC Depthwise Convolution
 165 ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dNhwc, DepthwiseConvolution2dTest, true, DataLayout::NHWC)
 166 ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dUint8Nhwc, DepthwiseConvolution2dUint8Test, true, DataLayout::NHWC)
 167
 168 ARMNN_AUTO_TEST_CASE(UnbiasedDepthwiseConvolution2dNhwc, DepthwiseConvolution2dTest, false, DataLayout::NHWC)
 169 ARMNN_AUTO_TEST_CASE(UnbiasedDepthwiseConvolution2dUint8Nhwc,
 170                      DepthwiseConvolution2dUint8Test,
 171                      false,
 172                      DataLayout::NHWC)
 173 ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dDepthNhwc, DepthwiseConvolution2dDepthNhwcTest, false)
 174 ARMNN_AUTO_TEST_CASE(SimpleDepthwiseConvolution2d3x3Dilation3x3Nhwc,
 175                      SimpleDepthwiseConvolution2d3x3Dilation3x3NhwcTest)
 176
 177 ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2d3x3Dilation3x3,
 178                      DepthwiseConvolution2d3x3Dilation3x3Test<DataType::Float32, DataType::Float32>,
 179                      false,
 180                      DataLayout::NCHW)
 181 ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2d3x3Dilation3x3Nhwc,
 182                      DepthwiseConvolution2d3x3Dilation3x3Test<DataType::Float32, DataType::Float32>,
 183                      false,
 184                      DataLayout::NHWC)
 185 ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2d3x3Dilation3x3Uint8,
 186                      DepthwiseConvolution2d3x3Dilation3x3Test<DataType::QuantisedAsymm8, DataType::Signed32>,
 187                      false,
 188                      DataLayout::NCHW)
 189 ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2d3x3Dilation3x3NhwcUint8,
 190                      DepthwiseConvolution2d3x3Dilation3x3Test<DataType::QuantisedAsymm8, DataType::Signed32>,
 191                      false,
 192                      DataLayout::NHWC)
 193 ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2d3x3Dilation3x3Int16,
 194                      DepthwiseConvolution2d3x3Dilation3x3Test<DataType::QuantisedSymm16, DataType::Signed32>,
 195                      false,
 196                      DataLayout::NCHW)
 197 ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2d3x3Dilation3x3NhwcInt16,
 198                      DepthwiseConvolution2d3x3Dilation3x3Test<DataType::QuantisedSymm16, DataType::Signed32>,
 199                      false,
 200                      DataLayout::NHWC)
 201
 202 ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2d2x3x3Dilation3x3,
 203                      DepthwiseConvolution2d2x3x3Dilation3x3Test<DataType::Float32, DataType::Float32>,
 204                      false,
 205                      DataLayout::NCHW)
 206 ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2d2x3x3Dilation3x3Nhwc,
 207                      DepthwiseConvolution2d2x3x3Dilation3x3Test<DataType::Float32, DataType::Float32>,
 208                      false,
 209                      DataLayout::NHWC)
 210 ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2d2x3x3Dilation3x3Uint8,
 211                      DepthwiseConvolution2d2x3x3Dilation3x3Test<DataType::QuantisedAsymm8, DataType::Signed32>,
 212                      false,
 213                      DataLayout::NCHW)
 214 ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2d2x3x3Dilation3x3NhwcUint8,
 215                      DepthwiseConvolution2d2x3x3Dilation3x3Test<DataType::QuantisedAsymm8, DataType::Signed32>,
 216                      false,
 217                      DataLayout::NHWC)
 218 ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2d2x3x3Dilation3x3Int16,
 219                      DepthwiseConvolution2d2x3x3Dilation3x3Test<DataType::QuantisedSymm16, DataType::Signed32>,
 220                      false,
 221                      DataLayout::NCHW)
 222 ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2d2x3x3Dilation3x3NhwcInt16,
 223                      DepthwiseConvolution2d2x3x3Dilation3x3Test<DataType::QuantisedSymm16, DataType::Signed32>,
 224                      false,
 225                      DataLayout::NHWC)
 226
 227 ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dDepthMul1,
 228                      DepthwiseConvolution2dDepthMul1Test, true, DataLayout::NCHW)
 229 ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dDepthMul1Uint8,
 230                      DepthwiseConvolution2dDepthMul1Uint8Test, true, DataLayout::NCHW)
 231 ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dDepthMul1Int16,
 232                      DepthwiseConvolution2dDepthMul1Int16Test, true, DataLayout::NCHW)
 233
 234 ARMNN_AUTO_TEST_CASE(UnbiasedDepthwiseConvolution2dDepthMul1,
 235                      DepthwiseConvolution2dDepthMul1Test, false, DataLayout::NCHW)
 236 ARMNN_AUTO_TEST_CASE(UnbiasedDepthwiseConvolution2dDepthMul1Uint8,
 237                      DepthwiseConvolution2dDepthMul1Uint8Test, false, DataLayout::NCHW)
 238
 239 ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dDepthMul1Nhwc,
 240                      DepthwiseConvolution2dDepthMul1Test, true, DataLayout::NHWC)
 241 ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dDepthMul1Uint8Nhwc,
 242                      DepthwiseConvolution2dDepthMul1Uint8Test, true, DataLayout::NHWC)
 243
 244 ARMNN_AUTO_TEST_CASE(UnbiasedDepthwiseConvolution2dDepthMul1Nhwc,
 245                      DepthwiseConvolution2dDepthMul1Test, false, DataLayout::NHWC)
 246 ARMNN_AUTO_TEST_CASE(UnbiasedDepthwiseConvolution2dDepthMul1Uint8Nhwc,
 247                      DepthwiseConvolution2dDepthMul1Uint8Test, false, DataLayout::NHWC)
 248
 249 ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dAsymmetric,
 250                      DepthwiseConvolution2dAsymmetricTest, true, DataLayout::NCHW)
 251 ARMNN_AUTO_TEST_CASE(UnbiasedDepthwiseConvolution2dAsymmetric,
 252                      DepthwiseConvolution2dAsymmetricTest, false, DataLayout::NCHW)
 253 ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dAsymmetricNhwc,
 254                      DepthwiseConvolution2dAsymmetricTest, true, DataLayout::NHWC)
 255 ARMNN_AUTO_TEST_CASE(UnbiasedDepthwiseConvolution2dAsymmetricNhwc,
 256                      DepthwiseConvolution2dAsymmetricTest, false, DataLayout::NHWC)
 257
 258 ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dDepthMul64, DepthwiseConvolution2dDepthMul64Test);
 259
 260 // Pooling
 261 //MaxPooling
 262 ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2dSize2x2Stride2x2, SimpleMaxPooling2dSize2x2Stride2x2Test, false)
 263 ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2dSize2x2Stride2x2Uint8, SimpleMaxPooling2dSize2x2Stride2x2Uint8Test, false)
 264 ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2dSize2x2Stride2x2Int16, SimpleMaxPooling2dSize2x2Stride2x2Int16Test, false)
 265
 266 ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2dSize3x3Stride2x4, SimpleMaxPooling2dSize3x3Stride2x4Test, false)
 267 ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2dSize3x3Stride2x4Uint8, SimpleMaxPooling2dSize3x3Stride2x4Uint8Test, false)
 268 ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2dSize3x3Stride2x4Int16, SimpleMaxPooling2dSize3x3Stride2x4Int16Test, false)
 269
 270 ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2d, SimpleMaxPooling2dTest, DataLayout::NCHW)
 271 ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2dNhwc, SimpleMaxPooling2dTest, DataLayout::NHWC)
 272 ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2dUint8, SimpleMaxPooling2dUint8Test, DataLayout::NCHW)
 273 ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2dInt16, SimpleMaxPooling2dInt16Test, DataLayout::NCHW)
 274 ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2dUint8Nhwc, SimpleMaxPooling2dUint8Test, DataLayout::NHWC)
 275 ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2dInt16Nhwc, SimpleMaxPooling2dInt16Test, DataLayout::NHWC)
 276
 277 ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleMaxPooling2d, IgnorePaddingSimpleMaxPooling2dTest)
 278 ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleMaxPooling2dUint8, IgnorePaddingSimpleMaxPooling2dUint8Test)
 279 ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleMaxPooling2dInt16, IgnorePaddingSimpleMaxPooling2dInt16Test)
 280 ARMNN_AUTO_TEST_CASE(IgnorePaddingMaxPooling2dSize3, IgnorePaddingMaxPooling2dSize3Test)
 281 ARMNN_AUTO_TEST_CASE(IgnorePaddingMaxPooling2dSize3Uint8, IgnorePaddingMaxPooling2dSize3Uint8Test)
 282 ARMNN_AUTO_TEST_CASE(IgnorePaddingMaxPooling2dSize3Int16, IgnorePaddingMaxPooling2dSize3Int16Test)
 283
 284 //AveragePooling
 285 ARMNN_AUTO_TEST_CASE(SimpleAveragePooling2d, SimpleAveragePooling2dTest, DataLayout::NCHW)
 286 ARMNN_AUTO_TEST_CASE(SimpleAveragePooling2dNhwc, SimpleAveragePooling2dTest, DataLayout::NHWC)
 287 ARMNN_AUTO_TEST_CASE(SimpleAveragePooling2dUint8, SimpleAveragePooling2dUint8Test, DataLayout::NCHW)
 288 ARMNN_AUTO_TEST_CASE(SimpleAveragePooling2dInt16, SimpleAveragePooling2dInt16Test, DataLayout::NCHW)
 289 ARMNN_AUTO_TEST_CASE(SimpleAveragePooling2dUint8Nhwc, SimpleAveragePooling2dUint8Test, DataLayout::NHWC)
 290 ARMNN_AUTO_TEST_CASE(SimpleAveragePooling2dInt16Nhwc, SimpleAveragePooling2dInt16Test, DataLayout::NHWC)
 291
 292 ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleAveragePooling2d, IgnorePaddingSimpleAveragePooling2dTest)
 293 ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleAveragePooling2dUint8, IgnorePaddingSimpleAveragePooling2dUint8Test)
 294 ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleAveragePooling2dInt16, IgnorePaddingSimpleAveragePooling2dInt16Test)
 295 ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleAveragePooling2dNoPadding, IgnorePaddingSimpleAveragePooling2dNoPaddingTest)
 296 ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleAveragePooling2dNoPaddingUint8,
 297                      IgnorePaddingSimpleAveragePooling2dNoPaddingUint8Test)
 298 ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleAveragePooling2dNoPaddingInt16,
 299                      IgnorePaddingSimpleAveragePooling2dNoPaddingInt16Test)
 300 ARMNN_AUTO_TEST_CASE(IgnorePaddingAveragePooling2dSize3, IgnorePaddingAveragePooling2dSize3Test)
 301 ARMNN_AUTO_TEST_CASE(IgnorePaddingAveragePooling2dSize3Uint8, IgnorePaddingAveragePooling2dSize3Uint8Test)
 302 ARMNN_AUTO_TEST_CASE(IgnorePaddingAveragePooling2dSize3Int16, IgnorePaddingAveragePooling2dSize3Int16Test)
 303
 304 ARMNN_AUTO_TEST_CASE(IgnorePaddingAveragePooling2dSize3x2Stride2x2,
 305                      IgnorePaddingAveragePooling2dSize3x2Stride2x2Test, false)
 306 ARMNN_AUTO_TEST_CASE(IgnorePaddingAveragePooling2dSize3x2Stride2x2NoPadding,
 307                      IgnorePaddingAveragePooling2dSize3x2Stride2x2Test, true)
 308
 309 ARMNN_AUTO_TEST_CASE(LargeTensorsAveragePooling2d, LargeTensorsAveragePooling2dTest)
 310 ARMNN_AUTO_TEST_CASE(LargeTensorsAveragePooling2dUint8, LargeTensorsAveragePooling2dUint8Test)
 311 ARMNN_AUTO_TEST_CASE(LargeTensorsAveragePooling2dInt16, LargeTensorsAveragePooling2dInt16Test)
 312
 313 //L2Pooling
 314 ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleL2Pooling2d, IgnorePaddingSimpleL2Pooling2dTest)
 315 ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleL2Pooling2dUint8, IgnorePaddingSimpleL2Pooling2dUint8Test)
 316 ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleL2Pooling2dInt16, IgnorePaddingSimpleL2Pooling2dInt16Test)
 317
 318 ARMNN_AUTO_TEST_CASE(IgnorePaddingL2Pooling2dSize3, IgnorePaddingL2Pooling2dSize3Test)
 319 ARMNN_AUTO_TEST_CASE(IgnorePaddingL2Pooling2dSize3Uint8, IgnorePaddingL2Pooling2dSize3Uint8Test)
 320 ARMNN_AUTO_TEST_CASE(IgnorePaddingL2Pooling2dSize3Int16, IgnorePaddingL2Pooling2dSize3Int16Test)
 321
 322 ARMNN_AUTO_TEST_CASE(SimpleL2Pooling2d, SimpleL2Pooling2dTest, DataLayout::NCHW)
 323 ARMNN_AUTO_TEST_CASE(SimpleL2Pooling2dNhwc, SimpleL2Pooling2dTest, DataLayout::NHWC)
 324 ARMNN_AUTO_TEST_CASE(SimpleL2Pooling2dUint8, SimpleL2Pooling2dUint8Test, DataLayout::NCHW)
 325 ARMNN_AUTO_TEST_CASE(SimpleL2Pooling2dInt16, SimpleL2Pooling2dInt16Test, DataLayout::NCHW)
 326 ARMNN_AUTO_TEST_CASE(SimpleL2Pooling2dNhwcUint8, SimpleL2Pooling2dUint8Test, DataLayout::NHWC)
 327 ARMNN_AUTO_TEST_CASE(SimpleL2Pooling2dNhwcInt16, SimpleL2Pooling2dInt16Test, DataLayout::NHWC)
 328
 329 ARMNN_AUTO_TEST_CASE(L2Pooling2dSize7, L2Pooling2dSize7Test)
 330 ARMNN_AUTO_TEST_CASE(L2Pooling2dSize7Uint8, L2Pooling2dSize7Uint8Test)
 331 ARMNN_AUTO_TEST_CASE(L2Pooling2dSize7Int16, L2Pooling2dSize7Int16Test)
 332
 333 //NonSquarePooling
 334 ARMNN_AUTO_TEST_CASE(AsymmNonSquarePooling2d, AsymmetricNonSquarePooling2dTest)
 335 ARMNN_AUTO_TEST_CASE(AsymmNonSquarePooling2dUint8, AsymmetricNonSquarePooling2dUint8Test)
 336 ARMNN_AUTO_TEST_CASE(AsymmNonSquarePooling2dInt16, AsymmetricNonSquarePooling2dInt16Test)
 337
 338
 339 // Linear Activation
 340 ARMNN_AUTO_TEST_CASE(ConstantLinearActivation, ConstantLinearActivationTest)
 341 ARMNN_AUTO_TEST_CASE(ConstantLinearActivationUint8, ConstantLinearActivationUint8Test)
 342 ARMNN_AUTO_TEST_CASE(ConstantLinearActivationInt16, ConstantLinearActivationInt16Test)
 343
 344 // Normalization
 345 ARMNN_AUTO_TEST_CASE(SimpleNormalizationAcross, SimpleNormalizationAcrossTest)
 346 ARMNN_AUTO_TEST_CASE(SimpleNormalizationWithin, SimpleNormalizationWithinTest)
 347 ARMNN_AUTO_TEST_CASE(SimpleNormalizationAcrossNhwc, SimpleNormalizationAcrossNhwcTest)
 348
 349 // Softmax
 350 ARMNN_AUTO_TEST_CASE(SimpleSoftmaxBeta1, SimpleSoftmaxTest, 1.0f)
 351 ARMNN_AUTO_TEST_CASE(SimpleSoftmaxBeta2, SimpleSoftmaxTest, 2.0f)
 352 ARMNN_AUTO_TEST_CASE(SimpleSoftmaxBeta1Uint8, SimpleSoftmaxUint8Test, 1.0f)
 353 ARMNN_AUTO_TEST_CASE(SimpleSoftmaxBeta2Uint8, SimpleSoftmaxUint8Test, 2.0f)
 354
 355 ARMNN_AUTO_TEST_CASE(Simple3dSoftmax, Simple3dSoftmaxTest, 1.0f)
 356 ARMNN_AUTO_TEST_CASE(Simple3dSoftmaxUint8, Simple3dSoftmaxUint8Test, 1.0f)
 357
 358 ARMNN_AUTO_TEST_CASE(Simple4dSoftmax, Simple4dSoftmaxTest, 1.0f)
 359 ARMNN_AUTO_TEST_CASE(Simple4dSoftmaxUint8, Simple4dSoftmaxUint8Test, 1.0f)
 360
 361 ARMNN_AUTO_TEST_CASE(SimpleSoftmaxUint16, SimpleSoftmaxUint16Test, 1.0f)
 362 ARMNN_AUTO_TEST_CASE(Simple3dSoftmaxUint16, Simple3dSoftmaxUint16Test, 1.0f)
 363 ARMNN_AUTO_TEST_CASE(Simple4dSoftmaxUint16, Simple4dSoftmaxUint16Test, 1.0f)
 364
 365 ARMNN_AUTO_TEST_CASE(Simple2dAxis0Softmax, SimpleAxisSoftmaxTest, 1.0f, 0)
 366 ARMNN_AUTO_TEST_CASE(Simple2dAxis1Softmax, SimpleAxisSoftmaxTest, 1.0f, 1)
 367
 368 ARMNN_AUTO_TEST_CASE(Simple2dAxis0NegSoftmax, SimpleAxisSoftmaxTest, 1.0f, -2)
 369 ARMNN_AUTO_TEST_CASE(Simple2dAxis1NegSoftmax, SimpleAxisSoftmaxTest, 1.0f, -1)
 370
 371 ARMNN_AUTO_TEST_CASE(Simple3dAxis0Softmax, Simple3dAxisSoftmaxTest, 1.0f, 0)
 372 ARMNN_AUTO_TEST_CASE(Simple3dAxis1Softmax, Simple3dAxisSoftmaxTest, 1.0f, 1)
 373 ARMNN_AUTO_TEST_CASE(Simple3dAxis2Softmax, Simple3dAxisSoftmaxTest, 1.0f, 2)
 374
 375 ARMNN_AUTO_TEST_CASE(Simple3dAxis0NegSoftmax, Simple3dAxisSoftmaxTest, 1.0f, -3)
 376 ARMNN_AUTO_TEST_CASE(Simple3dAxis1NegSoftmax, Simple3dAxisSoftmaxTest, 1.0f, -2)
 377 ARMNN_AUTO_TEST_CASE(Simple3dAxis2NegSoftmax, Simple3dAxisSoftmaxTest, 1.0f, -1)
 378
 379 ARMNN_AUTO_TEST_CASE(Simple4dAxis0Softmax, Simple4dAxisSoftmaxTest, 1.0f, 0)
 380 ARMNN_AUTO_TEST_CASE(Simple4dAxis1Softmax, Simple4dAxisSoftmaxTest, 1.0f, 1)
 381 ARMNN_AUTO_TEST_CASE(Simple4dAxis2Softmax, Simple4dAxisSoftmaxTest, 1.0f, 2)
 382 ARMNN_AUTO_TEST_CASE(Simple4dAxis3Softmax, Simple4dAxisSoftmaxTest, 1.0f, 3)
 383
 384 ARMNN_AUTO_TEST_CASE(Simple4dAxis0NegSoftmax, Simple4dAxisSoftmaxTest, 1.0f, -4)
 385 ARMNN_AUTO_TEST_CASE(Simple4dAxis1NegSoftmax, Simple4dAxisSoftmaxTest, 1.0f, -3)
 386 ARMNN_AUTO_TEST_CASE(Simple4dAxis2NegSoftmax, Simple4dAxisSoftmaxTest, 1.0f, -2)
 387 ARMNN_AUTO_TEST_CASE(Simple4dAxis3NegSoftmax, Simple4dAxisSoftmaxTest, 1.0f, -1)
 388
 389 // Sigmoid Activation
 390 ARMNN_AUTO_TEST_CASE(SimpleSigmoid, SimpleSigmoidTest)
 391 ARMNN_AUTO_TEST_CASE(SimpleSigmoidUint8, SimpleSigmoidUint8Test)
 392 ARMNN_AUTO_TEST_CASE(SimpleSigmoidInt16, SimpleSigmoidInt16Test)
 393
 394 // BoundedReLU Activation
 395 ARMNN_AUTO_TEST_CASE(ReLu1, BoundedReLuUpperAndLowerBoundTest)
 396 ARMNN_AUTO_TEST_CASE(ReLu6, BoundedReLuUpperBoundOnlyTest)
 397 ARMNN_AUTO_TEST_CASE(ReLu1Uint8, BoundedReLuUint8UpperAndLowerBoundTest)
 398 ARMNN_AUTO_TEST_CASE(ReLu6Uint8, BoundedReLuUint8UpperBoundOnlyTest)
 399 ARMNN_AUTO_TEST_CASE(BoundedReLuInt16, BoundedReLuInt16Test)
 400
 401 // ReLU Activation
 402 ARMNN_AUTO_TEST_CASE(ReLu, ReLuTest)
 403 ARMNN_AUTO_TEST_CASE(ReLuUint8, ReLuUint8Test)
 404 ARMNN_AUTO_TEST_CASE(ReLuInt16, ReLuInt16Test)
 405
 406 // SoftReLU Activation
 407 ARMNN_AUTO_TEST_CASE(SoftReLu, SoftReLuTest)
 408 ARMNN_AUTO_TEST_CASE(SoftReLuUint8, SoftReLuUint8Test)
 409 ARMNN_AUTO_TEST_CASE(SoftReLuInt16, SoftReLuInt16Test)
 410
 411
 412 // LeakyReLU Activation
 413 ARMNN_AUTO_TEST_CASE(LeakyReLu, LeakyReLuTest)
 414 ARMNN_AUTO_TEST_CASE(LeakyReLuUint8, LeakyReLuUint8Test)
 415 ARMNN_AUTO_TEST_CASE(LeakyReLuInt16, LeakyReLuInt16Test)
 416
 417 // Abs Activation
 418 ARMNN_AUTO_TEST_CASE(Abs, AbsTest)
 419 ARMNN_AUTO_TEST_CASE(AbsUint8, AbsUint8Test)
 420 ARMNN_AUTO_TEST_CASE(AbsInt16, AbsInt16Test)
 421
 422 // Sqrt Activation
 423 ARMNN_AUTO_TEST_CASE(Sqrt, SqrtTest)
 424 ARMNN_AUTO_TEST_CASE(SqrtUint8, SqrtUint8Test)
 425 ARMNN_AUTO_TEST_CASE(SqrtInt16, SqrtInt16Test)
 426
 427 // Square Activation
 428 ARMNN_AUTO_TEST_CASE(Square, SquareTest)
 429 ARMNN_AUTO_TEST_CASE(SquareUint8, SquareUint8Test)
 430 ARMNN_AUTO_TEST_CASE(SquareInt16, SquareInt16Test)
 431
 432 // Tanh Activation
 433 ARMNN_AUTO_TEST_CASE(Tanh, TanhTest)
 434 ARMNN_AUTO_TEST_CASE(TanhUint8, TanhUint8Test)
 435 ARMNN_AUTO_TEST_CASE(TanhInt16, TanhInt16Test)
 436
 437
 438 // Fully Connected
 439 ARMNN_AUTO_TEST_CASE(SimpleFullyConnected, FullyConnectedFloat32Test, false, false)
 440 ARMNN_AUTO_TEST_CASE(FullyConnectedUint8, FullyConnectedTest<DataType::QuantisedAsymm8>, false)
 441 ARMNN_AUTO_TEST_CASE(FullyConnectedQSymm16, FullyConnectedTest<DataType::QuantisedSymm16>, false)
 442 ARMNN_AUTO_TEST_CASE(SimpleFullyConnectedWithBias, FullyConnectedFloat32Test, true, false)
 443 ARMNN_AUTO_TEST_CASE(FullyConnectedBiasedUint8, FullyConnectedTest<DataType::QuantisedAsymm8>, true)
 444 ARMNN_AUTO_TEST_CASE(FullyConnectedBiasedQSymm16, FullyConnectedTest<DataType::QuantisedSymm16>, true)
 445 ARMNN_AUTO_TEST_CASE(SimpleFullyConnectedWithTranspose, FullyConnectedFloat32Test, false, true)
 446
 447 ARMNN_AUTO_TEST_CASE(FullyConnectedLarge, FullyConnectedLargeTest, false)
 448 ARMNN_AUTO_TEST_CASE(FullyConnectedLargeTransposed, FullyConnectedLargeTest, true)
 449
 450 // Splitter
 451 ARMNN_AUTO_TEST_CASE(SimpleSplitter, SplitterTest)
 452 ARMNN_AUTO_TEST_CASE(SimpleSplitterUint8, SplitterUint8Test)
 453 ARMNN_AUTO_TEST_CASE(SimpleSplitterInt16, SplitterInt16Test)
 454
 455 ARMNN_AUTO_TEST_CASE(CopyViaSplitter, CopyViaSplitterTest)
 456 ARMNN_AUTO_TEST_CASE(CopyViaSplitterUint8, CopyViaSplitterUint8Test)
 457 ARMNN_AUTO_TEST_CASE(CopyViaSplitterInt16, CopyViaSplitterInt16Test)
 458
 459 // Concat
 460 ARMNN_AUTO_TEST_CASE(SimpleConcat, ConcatTest)
 461 ARMNN_AUTO_TEST_CASE(ConcatUint8, ConcatUint8Test)
 462 ARMNN_AUTO_TEST_CASE(ConcatUint8DifferentQParams, ConcatUint8DifferentQParamsTest)
 463 ARMNN_AUTO_TEST_CASE(ConcatUint16, ConcatUint16Test)
 464 ARMNN_AUTO_TEST_CASE(ConcatUint8DifferentInputOutputQParam,
 465                      ConcatDifferentInputOutputQParamTest<DataType::QuantisedAsymm8>, true)
 466 ARMNN_AUTO_TEST_CASE(ConcatInt16DifferentInputOutputQParam,
 467                      ConcatDifferentInputOutputQParamTest<DataType::QuantisedSymm16>, true)
 468
 469 // Add
 470 ARMNN_AUTO_TEST_CASE(SimpleAdd, AdditionTest)
 471 ARMNN_AUTO_TEST_CASE(AddBroadcast1Element, AdditionBroadcast1ElementTest)
 472 ARMNN_AUTO_TEST_CASE(AddBroadcast, AdditionBroadcastTest)
 473
 474 ARMNN_AUTO_TEST_CASE(AdditionUint8, AdditionUint8Test)
 475 ARMNN_AUTO_TEST_CASE(AddBroadcastUint8, AdditionBroadcastUint8Test)
 476 ARMNN_AUTO_TEST_CASE(AddBroadcast1ElementUint8, AdditionBroadcast1ElementUint8Test)
 477
 478 ARMNN_AUTO_TEST_CASE(AdditionInt16, AdditionInt16Test)
 479 ARMNN_AUTO_TEST_CASE(AddBroadcastInt16, AdditionBroadcastInt16Test)
 480 ARMNN_AUTO_TEST_CASE(AddBroadcast1ElementInt16, AdditionBroadcast1ElementInt16Test)
 481
 482 // Sub
 483 ARMNN_AUTO_TEST_CASE(SimpleSub, SubtractionTest)
 484 ARMNN_AUTO_TEST_CASE(SubBroadcast1Element, SubtractionBroadcast1ElementTest)
 485 ARMNN_AUTO_TEST_CASE(SubBroadcast, SubtractionBroadcastTest)
 486
 487 ARMNN_AUTO_TEST_CASE(SubtractionUint8, SubtractionUint8Test)
 488 ARMNN_AUTO_TEST_CASE(SubBroadcastUint8, SubtractionBroadcastUint8Test)
 489 ARMNN_AUTO_TEST_CASE(SubBroadcast1ElementUint8, SubtractionBroadcast1ElementUint8Test)
 490
 491 ARMNN_AUTO_TEST_CASE(SubtractionInt16, SubtractionInt16Test)
 492 ARMNN_AUTO_TEST_CASE(SubBroadcastInt16, SubtractionBroadcastInt16Test)
 493 ARMNN_AUTO_TEST_CASE(SubBroadcast1ElementInt16, SubtractionBroadcast1ElementInt16Test)
 494
 495 // Div
 496 ARMNN_AUTO_TEST_CASE(SimpleDivision, DivisionTest)
 497 ARMNN_AUTO_TEST_CASE(DivisionByZero, DivisionByZeroTest)
 498 ARMNN_AUTO_TEST_CASE(DivisionBroadcast1Element, DivisionBroadcast1ElementTest)
 499 ARMNN_AUTO_TEST_CASE(DivisionBroadcast1DVector, DivisionBroadcast1DVectorTest)
 500 // NOTE: division by zero for quantized div needs more attention
 501 //       see IVGCVSW-1849
 502 ARMNN_AUTO_TEST_CASE(DivisionUint8, DivisionUint8Test)
 503 ARMNN_AUTO_TEST_CASE(DivisionUint8Broadcast1Element, DivisionBroadcast1ElementUint8Test)
 504 ARMNN_AUTO_TEST_CASE(DivisionUint8Broadcast1DVector, DivisionBroadcast1DVectorUint8Test)
 505
 506 ARMNN_AUTO_TEST_CASE(DivisionInt16, DivisionInt16Test)
 507 ARMNN_AUTO_TEST_CASE(DivisionInt16Broadcast1Element, DivisionBroadcast1ElementInt16Test)
 508 ARMNN_AUTO_TEST_CASE(DivisionInt16Broadcast1DVector, DivisionBroadcast1DVectorInt16Test)
 509
 510 // Equal
 511 ARMNN_AUTO_TEST_CASE(SimpleEqual, EqualSimpleTest)
 512 ARMNN_AUTO_TEST_CASE(EqualBroadcast1Element, EqualBroadcast1ElementTest)
 513 ARMNN_AUTO_TEST_CASE(EqualBroadcast1DVector, EqualBroadcast1DVectorTest)
 514 ARMNN_AUTO_TEST_CASE(EqualUint8, EqualUint8Test)
 515 ARMNN_AUTO_TEST_CASE(EqualBroadcast1ElementUint8, EqualBroadcast1ElementUint8Test)
 516 ARMNN_AUTO_TEST_CASE(EqualBroadcast1DVectorUint8, EqualBroadcast1DVectorUint8Test)
 517
 518 // Greater
 519 ARMNN_AUTO_TEST_CASE(SimpleGreater, GreaterSimpleTest)
 520 ARMNN_AUTO_TEST_CASE(GreaterBroadcast1Element, GreaterBroadcast1ElementTest)
 521 ARMNN_AUTO_TEST_CASE(GreaterBroadcast1DVector, GreaterBroadcast1DVectorTest)
 522 ARMNN_AUTO_TEST_CASE(GreaterUint8, GreaterUint8Test)
 523 ARMNN_AUTO_TEST_CASE(GreaterBroadcast1ElementUint8, GreaterBroadcast1ElementUint8Test)
 524 ARMNN_AUTO_TEST_CASE(GreaterBroadcast1DVectorUint8, GreaterBroadcast1DVectorUint8Test)
 525
 526 // Max
 527 ARMNN_AUTO_TEST_CASE(SimpleMaximum, MaximumSimpleTest)
 528 ARMNN_AUTO_TEST_CASE(MaximumBroadcast1Element, MaximumBroadcast1ElementTest)
 529 ARMNN_AUTO_TEST_CASE(MaximumBroadcast1DVector, MaximumBroadcast1DVectorTest)
 530 ARMNN_AUTO_TEST_CASE(MaximumUint8, MaximumUint8Test)
 531 ARMNN_AUTO_TEST_CASE(MaximumBroadcast1ElementUint8, MaximumBroadcast1ElementUint8Test)
 532 ARMNN_AUTO_TEST_CASE(MaximumBroadcast1DVectorUint8, MaximumBroadcast1DVectorUint8Test)
 533 ARMNN_AUTO_TEST_CASE(MaximumInt16, MaximumInt16Test)
 534 ARMNN_AUTO_TEST_CASE(MaximumBroadcast1ElementInt16, MaximumBroadcast1ElementInt16Test)
 535 ARMNN_AUTO_TEST_CASE(MaximumBroadcast1DVectorInt16, MaximumBroadcast1DVectorInt16Test)
 536
 537 // Min
 538 ARMNN_AUTO_TEST_CASE(SimpleMinimum1, MinimumBroadcast1ElementTest1)
 539 ARMNN_AUTO_TEST_CASE(SimpleMinimum2, MinimumBroadcast1ElementTest2)
 540 ARMNN_AUTO_TEST_CASE(Minimum1DVectorUint8, MinimumBroadcast1DVectorUint8Test)
 541 ARMNN_AUTO_TEST_CASE(MinimumInt16, MinimumInt16Test)
 542 ARMNN_AUTO_TEST_CASE(MinimumBroadcast1ElementInt16, MinimumBroadcast1ElementInt16Test)
 543 ARMNN_AUTO_TEST_CASE(MinimumBroadcast1DVectorInt16, MinimumBroadcast1DVectorInt16Test)
 544
 545 // Mul
 546 ARMNN_AUTO_TEST_CASE(SimpleMultiplication, MultiplicationTest)
 547 ARMNN_AUTO_TEST_CASE(MultiplicationBroadcast1Element, MultiplicationBroadcast1ElementTest)
 548 ARMNN_AUTO_TEST_CASE(MultiplicationBroadcast1DVector, MultiplicationBroadcast1DVectorTest)
 549 ARMNN_AUTO_TEST_CASE(MultiplicationUint8, MultiplicationUint8Test)
 550 ARMNN_AUTO_TEST_CASE(MultiplicationBroadcast1ElementUint8, MultiplicationBroadcast1ElementUint8Test)
 551 ARMNN_AUTO_TEST_CASE(MultiplicationBroadcast1DVectorUint8, MultiplicationBroadcast1DVectorUint8Test)
 552 ARMNN_AUTO_TEST_CASE(MultiplicationInt16, MultiplicationInt16Test)
 553 ARMNN_AUTO_TEST_CASE(MultiplicationBroadcast1ElementInt16, MultiplicationBroadcast1ElementInt16Test)
 554 ARMNN_AUTO_TEST_CASE(MultiplicationBroadcast1DVectorInt16, MultiplicationBroadcast1DVectorInt16Test)
 555
 556 // Batch Norm
 557 ARMNN_AUTO_TEST_CASE(BatchNorm, BatchNormTest)
 558 ARMNN_AUTO_TEST_CASE(BatchNormNhwc, BatchNormNhwcTest)
 559 ARMNN_AUTO_TEST_CASE(BatchNormUint8, BatchNormUint8Test)
 560 ARMNN_AUTO_TEST_CASE(BatchNormUint8Nhwc, BatchNormUint8NhwcTest)
 561 ARMNN_AUTO_TEST_CASE(BatchNormInt16, BatchNormInt16Test)
 562 ARMNN_AUTO_TEST_CASE(BatchNormInt16Nhwc, BatchNormInt16NhwcTest)
 563
 564 // Resize Bilinear - NCHW
 565 ARMNN_AUTO_TEST_CASE(SimpleResizeBilinear,
 566                      SimpleResizeBilinearTest<DataType::Float32>,
 567                      DataLayout::NCHW)
 568 ARMNN_AUTO_TEST_CASE(SimpleResizeBilinearUint8,
 569                      SimpleResizeBilinearTest<DataType::QuantisedAsymm8>,
 570                      DataLayout::NCHW)
 571 ARMNN_AUTO_TEST_CASE(SimpleResizeBilinearUint16,
 572                      SimpleResizeBilinearTest<DataType::QuantisedSymm16>,
 573                      DataLayout::NCHW)
 574 ARMNN_AUTO_TEST_CASE(ResizeBilinearNop,
 575                      ResizeBilinearNopTest<DataType::Float32>,
 576                      DataLayout::NCHW)
 577 ARMNN_AUTO_TEST_CASE(ResizeBilinearNopUint8,
 578                      ResizeBilinearNopTest<DataType::QuantisedAsymm8>,
 579                      DataLayout::NCHW)
 580 ARMNN_AUTO_TEST_CASE(esizeBilinearNopUint16,
 581                      SimpleResizeBilinearTest<DataType::QuantisedSymm16>,
 582                      DataLayout::NCHW)
 583 ARMNN_AUTO_TEST_CASE(ResizeBilinearSqMin,
 584                      ResizeBilinearSqMinTest<DataType::Float32>,
 585                      DataLayout::NCHW)
 586 ARMNN_AUTO_TEST_CASE(ResizeBilinearSqMinUint8,
 587                      ResizeBilinearSqMinTest<DataType::QuantisedAsymm8>,
 588                      DataLayout::NCHW)
 589 ARMNN_AUTO_TEST_CASE(ResizeBilinearSqMinUint16,
 590                      SimpleResizeBilinearTest<DataType::QuantisedSymm16>,
 591                      DataLayout::NCHW)
 592 ARMNN_AUTO_TEST_CASE(ResizeBilinearMin,
 593                      ResizeBilinearMinTest<DataType::Float32>,
 594                      DataLayout::NCHW)
 595 ARMNN_AUTO_TEST_CASE(ResizeBilinearMinUint8,
 596                      ResizeBilinearMinTest<DataType::QuantisedAsymm8>,
 597                      DataLayout::NCHW)
 598 ARMNN_AUTO_TEST_CASE(ResizeBilinearMinUint16,
 599                      SimpleResizeBilinearTest<DataType::QuantisedSymm16>,
 600                      DataLayout::NCHW)
 601 ARMNN_AUTO_TEST_CASE(ResizeBilinearMag,
 602                      ResizeBilinearMagTest<DataType::Float32>,
 603                      DataLayout::NCHW)
 604 ARMNN_AUTO_TEST_CASE(ResizeBilinearMagUint8,
 605                      ResizeBilinearMagTest<DataType::QuantisedAsymm8>,
 606                      DataLayout::NCHW)
 607 ARMNN_AUTO_TEST_CASE(ResizeBilinearMagUint16,
 608                      SimpleResizeBilinearTest<DataType::QuantisedSymm16>,
 609                      DataLayout::NCHW)
 610
 611 // Resize Bilinear - NHWC
 612 ARMNN_AUTO_TEST_CASE(ResizeBilinearNopNhwc,
 613                      ResizeBilinearNopTest<DataType::Float32>,
 614                      DataLayout::NHWC)
 615 ARMNN_AUTO_TEST_CASE(ResizeBilinearNopUint8Nhwc,
 616                      ResizeBilinearNopTest<DataType::QuantisedAsymm8>,
 617                      DataLayout::NHWC)
 618 ARMNN_AUTO_TEST_CASE(ResizeBilinearNopUint16Nhwc,
 619                      ResizeBilinearNopTest<DataType::QuantisedSymm16>,
 620                      DataLayout::NHWC)
 621 ARMNN_AUTO_TEST_CASE(SimpleResizeBilinearNhwc,
 622                      SimpleResizeBilinearTest<DataType::Float32>,
 623                      DataLayout::NHWC)
 624 ARMNN_AUTO_TEST_CASE(SimpleResizeBilinearUint8Nhwc,
 625                      SimpleResizeBilinearTest<DataType::QuantisedAsymm8>,
 626                      DataLayout::NHWC)
 627 ARMNN_AUTO_TEST_CASE(SimpleResizeBilinearUint16Nhwc,
 628                      ResizeBilinearNopTest<DataType::QuantisedSymm16>,
 629                      DataLayout::NHWC)
 630 ARMNN_AUTO_TEST_CASE(ResizeBilinearSqMinNhwc,
 631                      ResizeBilinearSqMinTest<DataType::Float32>,
 632                      DataLayout::NHWC)
 633 ARMNN_AUTO_TEST_CASE(ResizeBilinearSqMinUint8Nhwc,
 634                      ResizeBilinearSqMinTest<DataType::QuantisedAsymm8>,
 635                      DataLayout::NHWC)
 636 ARMNN_AUTO_TEST_CASE(ResizeBilinearSqMinUint16Nhwc,
 637                      ResizeBilinearNopTest<DataType::QuantisedSymm16>,
 638                      DataLayout::NHWC)
 639 ARMNN_AUTO_TEST_CASE(ResizeBilinearMinNhwc,
 640                      ResizeBilinearMinTest<DataType::Float32>,
 641                      DataLayout::NHWC)
 642 ARMNN_AUTO_TEST_CASE(ResizeBilinearMinUint8Nhwc,
 643                      ResizeBilinearMinTest<DataType::QuantisedAsymm8>,
 644                      DataLayout::NHWC)
 645 ARMNN_AUTO_TEST_CASE(ResizeBilinearMinUint16Nhwc,
 646                      ResizeBilinearNopTest<DataType::QuantisedSymm16>,
 647                      DataLayout::NHWC)
 648 ARMNN_AUTO_TEST_CASE(ResizeBilinearMagNhwc,
 649                      ResizeBilinearMagTest<DataType::Float32>,
 650                      DataLayout::NHWC)
 651 ARMNN_AUTO_TEST_CASE(ResizeBilinearMagUint8Nhwc,
 652                      ResizeBilinearMagTest<DataType::QuantisedAsymm8>,
 653                      DataLayout::NHWC)
 654 ARMNN_AUTO_TEST_CASE(ResizeBilinearMagUint16Nhwc,
 655                      ResizeBilinearNopTest<DataType::QuantisedSymm16>,
 656                      DataLayout::NHWC)
 657
 658 // Resize NearestNeighbor - NCHW
 659 ARMNN_AUTO_TEST_CASE(SimpleResizeNearestNeighbor,
 660                      SimpleResizeNearestNeighborTest<DataType::Float32>,
 661                      DataLayout::NCHW)
 662 ARMNN_AUTO_TEST_CASE(SimpleResizeNearestNeighborUint8,
 663                      SimpleResizeNearestNeighborTest<DataType::QuantisedAsymm8>,
 664                      DataLayout::NCHW)
 665 ARMNN_AUTO_TEST_CASE(SimpleResizeNearestNeighborUint16,
 666                      SimpleResizeNearestNeighborTest<DataType::QuantisedSymm16>,
 667                      DataLayout::NCHW)
 668 ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborNop,
 669                      ResizeNearestNeighborNopTest<DataType::Float32>,
 670                      DataLayout::NCHW)
 671 ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborNopUint8,
 672                      ResizeNearestNeighborNopTest<DataType::QuantisedAsymm8>,
 673                      DataLayout::NCHW)
 674 ARMNN_AUTO_TEST_CASE(esizeNearestNeighborNopUint16,
 675                      SimpleResizeNearestNeighborTest<DataType::QuantisedSymm16>,
 676                      DataLayout::NCHW)
 677 ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborSqMin,
 678                      ResizeNearestNeighborSqMinTest<DataType::Float32>,
 679                      DataLayout::NCHW)
 680 ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborSqMinUint8,
 681                      ResizeNearestNeighborSqMinTest<DataType::QuantisedAsymm8>,
 682                      DataLayout::NCHW)
 683 ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborSqMinUint16,
 684                      SimpleResizeNearestNeighborTest<DataType::QuantisedSymm16>,
 685                      DataLayout::NCHW)
 686 ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMin,
 687                      ResizeNearestNeighborMinTest<DataType::Float32>,
 688                      DataLayout::NCHW)
 689 ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMinUint8,
 690                      ResizeNearestNeighborMinTest<DataType::QuantisedAsymm8>,
 691                      DataLayout::NCHW)
 692 ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMinUint16,
 693                      SimpleResizeNearestNeighborTest<DataType::QuantisedSymm16>,
 694                      DataLayout::NCHW)
 695 ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMag,
 696                      ResizeNearestNeighborMagTest<DataType::Float32>,
 697                      DataLayout::NCHW, 0.10f, 50, 0.11f, 20)
 698 ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMagUint8,
 699                      ResizeNearestNeighborMagTest<DataType::QuantisedAsymm8>,
 700                      DataLayout::NCHW, 0.10f, 50, 0.11f, 20)
 701 ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMagUint16,
 702                      SimpleResizeNearestNeighborTest<DataType::QuantisedSymm16>,
 703                      DataLayout::NCHW)
 704
 705 // Resize NearestNeighbor - NHWC
 706 ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborNopNhwc,
 707                      ResizeNearestNeighborNopTest<DataType::Float32>,
 708                      DataLayout::NHWC)
 709 ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborNopUint8Nhwc,
 710                      ResizeNearestNeighborNopTest<DataType::QuantisedAsymm8>,
 711                      DataLayout::NHWC)
 712 ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborNopUint16Nhwc,
 713                      ResizeNearestNeighborNopTest<DataType::QuantisedSymm16>,
 714                      DataLayout::NHWC)
 715 ARMNN_AUTO_TEST_CASE(SimpleResizeNearestNeighborNhwc,
 716                      SimpleResizeNearestNeighborTest<DataType::Float32>,
 717                      DataLayout::NHWC)
 718 ARMNN_AUTO_TEST_CASE(SimpleResizeNearestNeighborUint8Nhwc,
 719                      SimpleResizeNearestNeighborTest<DataType::QuantisedAsymm8>,
 720                      DataLayout::NHWC)
 721 ARMNN_AUTO_TEST_CASE(SimpleResizeNearestNeighborUint16Nhwc,
 722                      ResizeNearestNeighborNopTest<DataType::QuantisedSymm16>,
 723                      DataLayout::NHWC)
 724 ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborSqMinNhwc,
 725                      ResizeNearestNeighborSqMinTest<DataType::Float32>,
 726                      DataLayout::NHWC)
 727 ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborSqMinUint8Nhwc,
 728                      ResizeNearestNeighborSqMinTest<DataType::QuantisedAsymm8>,
 729                      DataLayout::NHWC)
 730 ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborSqMinUint16Nhwc,
 731                      ResizeNearestNeighborNopTest<DataType::QuantisedSymm16>,
 732                      DataLayout::NHWC)
 733 ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMinNhwc,
 734                      ResizeNearestNeighborMinTest<DataType::Float32>,
 735                      DataLayout::NHWC)
 736 ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMinUint8Nhwc,
 737                      ResizeNearestNeighborMinTest<DataType::QuantisedAsymm8>,
 738                      DataLayout::NHWC)
 739 ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMinUint16Nhwc,
 740                      ResizeNearestNeighborNopTest<DataType::QuantisedSymm16>,
 741                      DataLayout::NHWC)
 742 ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMagNhwc,
 743                      ResizeNearestNeighborMagTest<DataType::Float32>,
 744                      DataLayout::NHWC, 0.10f, 50, 0.11f, 20)
 745 ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMagUint8Nhwc,
 746                      ResizeNearestNeighborMagTest<DataType::QuantisedAsymm8>,
 747                      DataLayout::NHWC, 0.10f, 50, 0.11f, 20)
 748 ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMagUint16Nhwc,
 749                      ResizeNearestNeighborNopTest<DataType::QuantisedSymm16>,
 750                      DataLayout::NHWC)
 751
 752 // Fake Quantization
 753 ARMNN_AUTO_TEST_CASE(FakeQuantization, FakeQuantizationTest)
 754
 755 // L2 Normalization
 756 ARMNN_AUTO_TEST_CASE(L2Normalization1d, L2Normalization1dTest, DataLayout::NCHW)
 757 ARMNN_AUTO_TEST_CASE(L2Normalization2d, L2Normalization2dTest, DataLayout::NCHW)
 758 ARMNN_AUTO_TEST_CASE(L2Normalization3d, L2Normalization3dTest, DataLayout::NCHW)
 759 ARMNN_AUTO_TEST_CASE(L2Normalization4d, L2Normalization4dTest, DataLayout::NCHW)
 760
 761 ARMNN_AUTO_TEST_CASE(L2Normalization1dInt16, L2Normalization1dInt16Test, DataLayout::NCHW)
 762 ARMNN_AUTO_TEST_CASE(L2Normalization2dInt16, L2Normalization2dInt16Test, DataLayout::NCHW)
 763 ARMNN_AUTO_TEST_CASE(L2Normalization3dInt16, L2Normalization3dInt16Test, DataLayout::NCHW)
 764 ARMNN_AUTO_TEST_CASE(L2Normalization4dInt16, L2Normalization4dInt16Test, DataLayout::NCHW)
 765
 766 ARMNN_AUTO_TEST_CASE(L2Normalization1dUint8, L2Normalization1dUint8Test, DataLayout::NCHW)
 767 ARMNN_AUTO_TEST_CASE(L2Normalization2dUint8, L2Normalization2dUint8Test, DataLayout::NCHW)
 768 ARMNN_AUTO_TEST_CASE(L2Normalization3dUint8, L2Normalization3dUint8Test, DataLayout::NCHW)
 769 ARMNN_AUTO_TEST_CASE(L2Normalization4dUint8, L2Normalization4dUint8Test, DataLayout::NCHW)
 770
 771 ARMNN_AUTO_TEST_CASE(L2Normalization1dNhwc, L2Normalization1dTest, DataLayout::NHWC)
 772 ARMNN_AUTO_TEST_CASE(L2Normalization2dNhwc, L2Normalization2dTest, DataLayout::NHWC)
 773 ARMNN_AUTO_TEST_CASE(L2Normalization3dNhwc, L2Normalization3dTest, DataLayout::NHWC)
 774 ARMNN_AUTO_TEST_CASE(L2Normalization4dNhwc, L2Normalization4dTest, DataLayout::NHWC)
 775
 776 ARMNN_AUTO_TEST_CASE(L2Normalization1dInt16Nhwc, L2Normalization1dInt16Test, DataLayout::NHWC)
 777 ARMNN_AUTO_TEST_CASE(L2Normalization2dInt16Nhwc, L2Normalization2dInt16Test, DataLayout::NHWC)
 778 ARMNN_AUTO_TEST_CASE(L2Normalization3dInt16Nhwc, L2Normalization3dInt16Test, DataLayout::NHWC)
 779 ARMNN_AUTO_TEST_CASE(L2Normalization4dInt16Nhwc, L2Normalization4dInt16Test, DataLayout::NHWC)
 780
 781 ARMNN_AUTO_TEST_CASE(L2Normalization1dUint8Nhwc, L2Normalization1dUint8Test, DataLayout::NHWC)
 782 ARMNN_AUTO_TEST_CASE(L2Normalization2dUint8Nhwc, L2Normalization2dUint8Test, DataLayout::NHWC)
 783 ARMNN_AUTO_TEST_CASE(L2Normalization3dUint8Nhwc, L2Normalization3dUint8Test, DataLayout::NHWC)
 784 ARMNN_AUTO_TEST_CASE(L2Normalization4dUint8Nhwc, L2Normalization4dUint8Test, DataLayout::NHWC)
 785
 786 ARMNN_AUTO_TEST_CASE(L2Normalization2dShape, L2Normalization2dShapeTest);
 787
 788 ARMNN_AUTO_TEST_CASE(L2NormalizationDefaultEpsilon, L2NormalizationDefaultEpsilonTest, DataLayout::NCHW)
 789 ARMNN_AUTO_TEST_CASE(L2NormalizationNonDefaultEpsilon, L2NormalizationNonDefaultEpsilonTest, DataLayout::NCHW)
 790
 791 // Pad
 792 ARMNN_AUTO_TEST_CASE(PadFloat322d, PadFloat322dTest)
 793 ARMNN_AUTO_TEST_CASE(PadFloat322dCustomPadding, PadFloat322dCustomPaddingTest)
 794 ARMNN_AUTO_TEST_CASE(PadFloat323d, PadFloat323dTest)
 795 ARMNN_AUTO_TEST_CASE(PadFloat324d, PadFloat324dTest)
 796
 797 ARMNN_AUTO_TEST_CASE(PadUint82d, PadUint82dTest)
 798 ARMNN_AUTO_TEST_CASE(PadUint82dCustomPadding, PadUint82dCustomPaddingTest)
 799 ARMNN_AUTO_TEST_CASE(PadUint83d, PadUint83dTest)
 800 ARMNN_AUTO_TEST_CASE(PadUint84d, PadUint84dTest)
 801
 802 ARMNN_AUTO_TEST_CASE(Pad2dQSymm16, Pad2dTestCommon<DataType::QuantisedSymm16>, 2.0f, 0, 0.0f)
 803 ARMNN_AUTO_TEST_CASE(Pad2dQSymm16CustomPadding, Pad2dTestCommon<DataType::QuantisedSymm16>, 2.0f, 0, 1.0f)
 804 ARMNN_AUTO_TEST_CASE(Pad3dQSymm16, Pad3dTestCommon<DataType::QuantisedSymm16>, 2.0f, 0)
 805 ARMNN_AUTO_TEST_CASE(Pad4dQSymm16, Pad4dTestCommon<DataType::QuantisedSymm16>, 2.0f, 0)
 806
 807 // Constant
 808 ARMNN_AUTO_TEST_CASE(Constant, ConstantTest)
 809 ARMNN_AUTO_TEST_CASE(ConstantUint8, ConstantUint8CustomQuantizationScaleAndOffsetTest)
 810 ARMNN_AUTO_TEST_CASE(ConstantInt16, ConstantInt16CustomQuantizationScaleAndOffsetTest)
 811
 812 // Concat
 813 ARMNN_AUTO_TEST_CASE(Concatenation1d, Concatenation1dTest)
 814 ARMNN_AUTO_TEST_CASE(Concatenation1dUint8, Concatenation1dUint8Test)
 815
 816 ARMNN_AUTO_TEST_CASE(Concatenation2dDim0, Concatenation2dDim0Test)
 817 ARMNN_AUTO_TEST_CASE(Concatenation2dDim0Uint8, Concatenation2dDim0Uint8Test)
 818 ARMNN_AUTO_TEST_CASE(Concatenation2dDim1, Concatenation2dDim1Test)
 819 ARMNN_AUTO_TEST_CASE(Concatenation2dDim1Uint8, Concatenation2dDim1Uint8Test)
 820
 821 ARMNN_AUTO_TEST_CASE(Concatenation2dDim0DiffInputDims, Concatenation2dDim0DiffInputDimsTest)
 822 ARMNN_AUTO_TEST_CASE(Concatenation2dDim0DiffInputDimsUint8, Concatenation2dDim0DiffInputDimsUint8Test)
 823 ARMNN_AUTO_TEST_CASE(Concatenation2dDim1DiffInputDims, Concatenation2dDim1DiffInputDimsTest)
 824 ARMNN_AUTO_TEST_CASE(Concatenation2dDim1DiffInputDimsUint8, Concatenation2dDim1DiffInputDimsUint8Test)
 825
 826 ARMNN_AUTO_TEST_CASE(Concatenation3dDim0, Concatenation3dDim0Test)
 827 ARMNN_AUTO_TEST_CASE(Concatenation3dDim0Uint8, Concatenation3dDim0Uint8Test)
 828 ARMNN_AUTO_TEST_CASE(Concatenation3dDim1, Concatenation3dDim1Test)
 829 ARMNN_AUTO_TEST_CASE(Concatenation3dDim1Uint8, Concatenation3dDim1Uint8Test)
 830 ARMNN_AUTO_TEST_CASE(Concatenation3dDim2, Concatenation3dDim2Test, true)
 831 ARMNN_AUTO_TEST_CASE(Concatenation3dDim2Uint8, Concatenation3dDim2Uint8Test, true)
 832
 833 ARMNN_AUTO_TEST_CASE(Concatenation3dDim0DiffInputDims, Concatenation3dDim0DiffInputDimsTest)
 834 ARMNN_AUTO_TEST_CASE(Concatenation3dDim0DiffInputDimsUint8, Concatenation3dDim0DiffInputDimsUint8Test)
 835 ARMNN_AUTO_TEST_CASE(Concatenation3dDim1DiffInputDims, Concatenation3dDim1DiffInputDimsTest)
 836 ARMNN_AUTO_TEST_CASE(Concatenation3dDim1DiffInputDimsUint8, Concatenation3dDim1DiffInputDimsUint8Test)
 837 ARMNN_AUTO_TEST_CASE(Concatenation3dDim2DiffInputDims, Concatenation3dDim2DiffInputDimsTest, true)
 838 ARMNN_AUTO_TEST_CASE(Concatenation3dDim2DiffInputDimsUint8, Concatenation3dDim2DiffInputDimsUint8Test, true)
 839
 840 ARMNN_AUTO_TEST_CASE(Concatenation4dDim0, Concatenation4dDim0Test)
 841 ARMNN_AUTO_TEST_CASE(Concatenation4dDim1, Concatenation4dDim1Test)
 842 ARMNN_AUTO_TEST_CASE(Concatenation4dDim2, Concatenation4dDim2Test)
 843 ARMNN_AUTO_TEST_CASE(Concatenation4dDim3, Concatenation4dDim3Test, true)
 844 ARMNN_AUTO_TEST_CASE(Concatenation4dDim0Uint8, Concatenation4dDim0Uint8Test)
 845 ARMNN_AUTO_TEST_CASE(Concatenation4dDim1Uint8, Concatenation4dDim1Uint8Test)
 846 ARMNN_AUTO_TEST_CASE(Concatenation4dDim2Uint8, Concatenation4dDim2Uint8Test)
 847 ARMNN_AUTO_TEST_CASE(Concatenation4dDim3Uint8, Concatenation4dDim3Uint8Test, true)
 848
 849 ARMNN_AUTO_TEST_CASE(Concatenation4dDiffShapeDim0, Concatenation4dDiffShapeDim0Test)
 850 ARMNN_AUTO_TEST_CASE(Concatenation4dDiffShapeDim1, Concatenation4dDiffShapeDim1Test)
 851 ARMNN_AUTO_TEST_CASE(Concatenation4dDiffShapeDim2, Concatenation4dDiffShapeDim2Test)
 852 ARMNN_AUTO_TEST_CASE(Concatenation4dDiffShapeDim3, Concatenation4dDiffShapeDim3Test, true)
 853 ARMNN_AUTO_TEST_CASE(Concatenation4dDiffShapeDim0Uint8, Concatenation4dDiffShapeDim0Uint8Test)
 854 ARMNN_AUTO_TEST_CASE(Concatenation4dDiffShapeDim1Uint8, Concatenation4dDiffShapeDim1Uint8Test)
 855 ARMNN_AUTO_TEST_CASE(Concatenation4dDiffShapeDim2Uint8, Concatenation4dDiffShapeDim2Uint8Test)
 856 ARMNN_AUTO_TEST_CASE(Concatenation4dDiffShapeDim3Uint8, Concatenation4dDiffShapeDim3Uint8Test, true)
 857
 858 // Floor
 859 ARMNN_AUTO_TEST_CASE(SimpleFloor, SimpleFloorTest<DataType::Float32>)
 860 ARMNN_AUTO_TEST_CASE(SimpleFloorQuantisedSymm16, SimpleFloorTest<DataType::QuantisedSymm16>)
 861
 862 // Reshape
 863 ARMNN_AUTO_TEST_CASE(SimpleReshapeFloat32, SimpleReshapeTest<DataType::Float32>)
 864 ARMNN_AUTO_TEST_CASE(SimpleReshapeQuantisedAsymm8, SimpleReshapeTest<DataType::QuantisedAsymm8>)
 865 ARMNN_AUTO_TEST_CASE(SimpleReshapeQuantisedSymm16, SimpleReshapeTest<DataType::QuantisedSymm16>)
 866
 867 // Rsqrt
 868 ARMNN_AUTO_TEST_CASE(Rsqrt2d, Rsqrt2dTest<DataType::Float32>)
 869 ARMNN_AUTO_TEST_CASE(Rsqrt3d, Rsqrt3dTest<DataType::Float32>)
 870 ARMNN_AUTO_TEST_CASE(RsqrtZero, RsqrtZeroTest<DataType::Float32>)
 871 ARMNN_AUTO_TEST_CASE(RsqrtNegative, RsqrtNegativeTest<DataType::Float32>)
 872 ARMNN_AUTO_TEST_CASE(Rsqrt2dQuantisedAsymm8, Rsqrt2dTest<DataType::QuantisedAsymm8>)
 873 ARMNN_AUTO_TEST_CASE(Rsqrt3dQuantisedAsymm8, Rsqrt3dTest<DataType::QuantisedAsymm8>)
 874 ARMNN_AUTO_TEST_CASE(Rsqrt2dQuantisedSymm16, Rsqrt2dTest<DataType::QuantisedSymm16>)
 875 ARMNN_AUTO_TEST_CASE(Rsqrt3dQuantisedSymm16, Rsqrt3dTest<DataType::QuantisedSymm16>)
 876
 877 // Permute
 878 ARMNN_AUTO_TEST_CASE(SimplePermuteFloat32, SimplePermuteTest<DataType::Float32>)
 879 ARMNN_AUTO_TEST_CASE(PermuteFloat32ValueSet1Test, PermuteValueSet1Test<DataType::Float32>)
 880 ARMNN_AUTO_TEST_CASE(PermuteFloat32ValueSet2Test, PermuteValueSet2Test<DataType::Float32>)
 881 ARMNN_AUTO_TEST_CASE(PermuteFloat32ValueSet3Test, PermuteValueSet3Test<DataType::Float32>)
 882 ARMNN_AUTO_TEST_CASE(SimplePermuteQASymm8, SimplePermuteTest<DataType::QuantisedAsymm8>)
 883 ARMNN_AUTO_TEST_CASE(PermuteQASymm8ValueSet1Test, PermuteValueSet1Test<DataType::QuantisedAsymm8>)
 884 ARMNN_AUTO_TEST_CASE(PermuteQASymm8ValueSet2Test, PermuteValueSet2Test<DataType::QuantisedAsymm8>)
 885 ARMNN_AUTO_TEST_CASE(PermuteQASymm8ValueSet3Test, PermuteValueSet3Test<DataType::QuantisedAsymm8>)
 886 ARMNN_AUTO_TEST_CASE(SimplePermuteQSymm16, SimplePermuteTest<DataType::QuantisedSymm16>)
 887 ARMNN_AUTO_TEST_CASE(PermuteQSymm16ValueSet1Test, PermuteValueSet1Test<DataType::QuantisedSymm16>)
 888 ARMNN_AUTO_TEST_CASE(PermuteQSymm16ValueSet2Test, PermuteValueSet2Test<DataType::QuantisedSymm16>)
 889 ARMNN_AUTO_TEST_CASE(PermuteQSymm16ValueSet3Test, PermuteValueSet3Test<DataType::QuantisedSymm16>)
 890
 891 // Lstm
 892 BOOST_AUTO_TEST_CASE(LstmUtilsZeroVector) {
 893                      LstmUtilsZeroVectorTest(); }
 894 BOOST_AUTO_TEST_CASE(LstmUtilsMeanStddevNormalization) {
 895                      LstmUtilsMeanStddevNormalizationNoneZeroInputTest();
 896                      LstmUtilsMeanStddevNormalizationAllZeroInputTest();
 897                      LstmUtilsMeanStddevNormalizationMixedZeroInputTest(); }
 898 BOOST_AUTO_TEST_CASE(LstmUtilsVectorBatchVectorCwiseProduct) {
 899                      LstmUtilsVectorBatchVectorCwiseProductTest(); }
 900 BOOST_AUTO_TEST_CASE(LstmUtilsVectorBatchVectorAdd) {
 901                      LstmUtilsVectorBatchVectorAddTest(); }
 902
 903 ARMNN_AUTO_TEST_CASE(LstmLayerFloat32WithCifgWithPeepholeNoProjection,
 904                      LstmLayerFloat32WithCifgWithPeepholeNoProjectionTest)
 905 ARMNN_AUTO_TEST_CASE(LstmLayerFloat32NoCifgNoPeepholeNoProjection,
 906                      LstmLayerFloat32NoCifgNoPeepholeNoProjectionTest)
 907 ARMNN_AUTO_TEST_CASE(LstmLayerFloat32NoCifgWithPeepholeWithProjection,
 908                      LstmLayerFloat32NoCifgWithPeepholeWithProjectionTest)
 909
 910 ARMNN_AUTO_TEST_CASE(LstmLayerFloat32NoCifgWithPeepholeWithProjectionWithLayerNorm,
 911                      LstmLayerFloat32NoCifgWithPeepholeWithProjectionWithLayerNormTest)
 912
 913 ARMNN_AUTO_TEST_CASE(LstmLayerInt16NoCifgNoPeepholeNoProjection,
 914                      LstmLayerInt16NoCifgNoPeepholeNoProjectionTest)
 915 ARMNN_AUTO_TEST_CASE(LstmLayerInt16WithCifgWithPeepholeNoProjection,
 916                      LstmLayerInt16WithCifgWithPeepholeNoProjectionTest)
 917 ARMNN_AUTO_TEST_CASE(LstmLayerInt16NoCifgWithPeepholeWithProjection,
 918                      LstmLayerInt16NoCifgWithPeepholeWithProjectionTest)
 919 ARMNN_AUTO_TEST_CASE(LstmLayerInt16NoCifgNoPeepholeNoProjectionInt16Constant,
 920                      LstmLayerInt16NoCifgNoPeepholeNoProjectionInt16ConstantTest)
 921
 922 // Convert from Float16 to Float32
 923 ARMNN_AUTO_TEST_CASE(SimpleConvertFp16ToFp32, SimpleConvertFp16ToFp32Test)
 924 // Convert from Float32 to Float16
 925 ARMNN_AUTO_TEST_CASE(SimpleConvertFp32ToFp16, SimpleConvertFp32ToFp16Test)
 926
 927 // Mean
 928 ARMNN_AUTO_TEST_CASE(MeanSimpleFloat32, MeanSimpleTest<DataType::Float32>)
 929 ARMNN_AUTO_TEST_CASE(MeanSimpleAxisFloat32, MeanSimpleAxisTest<DataType::Float32>)
 930 ARMNN_AUTO_TEST_CASE(MeanKeepDimsFloat32, MeanKeepDimsTest<DataType::Float32>)
 931 ARMNN_AUTO_TEST_CASE(MeanMultipleDimsFloat32, MeanMultipleDimsTest<DataType::Float32>)
 932 ARMNN_AUTO_TEST_CASE(MeanVts1Float32, MeanVts1Test<DataType::Float32>)
 933 ARMNN_AUTO_TEST_CASE(MeanVts2Float32, MeanVts2Test<DataType::Float32>)
 934 ARMNN_AUTO_TEST_CASE(MeanVts3Float32, MeanVts3Test<DataType::Float32>)
 935
 936 ARMNN_AUTO_TEST_CASE(MeanSimpleQuantisedAsymm8, MeanSimpleTest<DataType::QuantisedAsymm8>)
 937 ARMNN_AUTO_TEST_CASE(MeanSimpleAxisQuantisedAsymm8, MeanSimpleAxisTest<DataType::QuantisedAsymm8>)
 938 ARMNN_AUTO_TEST_CASE(MeanKeepDimsQuantisedAsymm8, MeanKeepDimsTest<DataType::QuantisedAsymm8>)
 939 ARMNN_AUTO_TEST_CASE(MeanMultipleDimsQuantisedAsymm8, MeanMultipleDimsTest<DataType::QuantisedAsymm8>)
 940 ARMNN_AUTO_TEST_CASE(MeanVts1QuantisedAsymm8, MeanVts1Test<DataType::QuantisedAsymm8>)
 941 ARMNN_AUTO_TEST_CASE(MeanVts2QuantisedAsymm8, MeanVts2Test<DataType::QuantisedAsymm8>)
 942 ARMNN_AUTO_TEST_CASE(MeanVts3QuantisedAsymm8, MeanVts3Test<DataType::QuantisedAsymm8>)
 943
 944 ARMNN_AUTO_TEST_CASE(MeanSimpleQuantisedSymm16, MeanSimpleTest<DataType::QuantisedSymm16>)
 945 ARMNN_AUTO_TEST_CASE(MeanSimpleAxisQuantisedSymm16, MeanSimpleAxisTest<DataType::QuantisedSymm16>)
 946 ARMNN_AUTO_TEST_CASE(MeanKeepDimsQuantisedSymm16, MeanKeepDimsTest<DataType::QuantisedSymm16>)
 947 ARMNN_AUTO_TEST_CASE(MeanMultipleDimsQuantisedSymm16, MeanMultipleDimsTest<DataType::QuantisedSymm16>)
 948 ARMNN_AUTO_TEST_CASE(MeanVts1QuantisedSymm16, MeanVts1Test<DataType::QuantisedSymm16>)
 949 ARMNN_AUTO_TEST_CASE(MeanVts2QuantisedSymm16, MeanVts2Test<DataType::QuantisedSymm16>)
 950 ARMNN_AUTO_TEST_CASE(MeanVts3QuantisedSymm16, MeanVts3Test<DataType::QuantisedSymm16>)
 951
 952 ARMNN_AUTO_TEST_CASE(AdditionAfterMaxPool, AdditionAfterMaxPoolTest)
 953
 954 // Space To Batch Nd
 955 ARMNN_AUTO_TEST_CASE(SpaceToBatchNdSimpleFloat32, SpaceToBatchNdSimpleFloat32Test)
 956 ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiChannelsFloat32, SpaceToBatchNdMultiChannelsFloat32Test)
 957 ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiBlockFloat32, SpaceToBatchNdMultiBlockFloat32Test)
 958 ARMNN_AUTO_TEST_CASE(SpaceToBatchNdPaddingFloat32, SpaceToBatchNdPaddingFloat32Test)
 959
 960 ARMNN_AUTO_TEST_CASE(SpaceToBatchNdSimpleUint8, SpaceToBatchNdSimpleUint8Test)
 961 ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiChannelsUint8, SpaceToBatchNdMultiChannelsUint8Test)
 962 ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiBlockUint8, SpaceToBatchNdMultiBlockUint8Test)
 963 ARMNN_AUTO_TEST_CASE(SpaceToBatchNdPaddingUint8, SpaceToBatchNdPaddingUint8Test)
 964
 965 ARMNN_AUTO_TEST_CASE(SpaceToBatchNdSimpleNHWCFloat32, SpaceToBatchNdSimpleNHWCFloat32Test)
 966 ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiChannelsNHWCFloat32, SpaceToBatchNdMultiChannelsNHWCFloat32Test)
 967 ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiBlockNHWCFloat32, SpaceToBatchNdMultiBlockNHWCFloat32Test)
 968 ARMNN_AUTO_TEST_CASE(SpaceToBatchNdPaddingNHWCFloat32, SpaceToBatchNdPaddingNHWCFloat32Test)
 969
 970 ARMNN_AUTO_TEST_CASE(SpaceToBatchNdSimpleNHWCUint8, SpaceToBatchNdSimpleNHWCUint8Test)
 971 ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiChannelsNHWCUint8, SpaceToBatchNdMultiChannelsNHWCUint8Test)
 972 ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiBlockNHWCUint8, SpaceToBatchNdMultiBlockNHWCUint8Test)
 973 ARMNN_AUTO_TEST_CASE(SpaceToBatchNdPaddingNHWCUint8, SpaceToBatchNdPaddingNHWCUint8Test)
 974
 975 ARMNN_AUTO_TEST_CASE(SpaceToBatchNdSimpleUint16, SpaceToBatchNdSimpleUint16Test)
 976 ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiChannelsUint16, SpaceToBatchNdMultiChannelsUint16Test)
 977 ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiBlockUint16, SpaceToBatchNdMultiBlockUint16Test)
 978 ARMNN_AUTO_TEST_CASE(SpaceToBatchNdPaddingUint16, SpaceToBatchNdPaddingUint16Test)
 979
 980 ARMNN_AUTO_TEST_CASE(SpaceToBatchNdSimpleNHWCUint16, SpaceToBatchNdSimpleNHWCUint16Test)
 981 ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiChannelsNHWCUint16, SpaceToBatchNdMultiChannelsNHWCUint16Test)
 982 ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiBlockNHWCUint16, SpaceToBatchNdMultiBlockNHWCUint16Test)
 983 ARMNN_AUTO_TEST_CASE(SpaceToBatchNdPaddingNHWCUint16, SpaceToBatchNdPaddingNHWCUint16Test)
 984
 985 // BatchToSpace
 986 ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcFloat1, BatchToSpaceNdNhwcTest1<DataType::Float32>)
 987 ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcFloat2, BatchToSpaceNdNhwcTest2<DataType::Float32>)
 988 ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcFloat3, BatchToSpaceNdNhwcTest3<DataType::Float32>)
 989 ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcFloat4, BatchToSpaceNdNhwcTest4<DataType::Float32>)
 990 ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcFloat5, BatchToSpaceNdNhwcTest5<DataType::Float32>)
 991 ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcFloat6, BatchToSpaceNdNhwcTest6<DataType::Float32>)
 992 ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcFloat7, BatchToSpaceNdNhwcTest7<DataType::Float32>)
 993
 994 ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcUint1,  BatchToSpaceNdNhwcTest1<DataType::QuantisedAsymm8>)
 995 ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcUint2,  BatchToSpaceNdNhwcTest2<DataType::QuantisedAsymm8>)
 996 ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcUint3,  BatchToSpaceNdNhwcTest3<DataType::QuantisedAsymm8>)
 997 ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcUint4,  BatchToSpaceNdNhwcTest4<DataType::QuantisedAsymm8>)
 998 ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcUint5,  BatchToSpaceNdNhwcTest5<DataType::QuantisedAsymm8>)
 999 ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcUint6,  BatchToSpaceNdNhwcTest6<DataType::QuantisedAsymm8>)
1000 ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcUint7,  BatchToSpaceNdNhwcTest7<DataType::QuantisedAsymm8>)
1001
1002 ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcQsymm16_1,  BatchToSpaceNdNhwcTest1<DataType::QuantisedSymm16>)
1003 ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcQsymm16_2,  BatchToSpaceNdNhwcTest2<DataType::QuantisedSymm16>)
1004 ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcQsymm16_3,  BatchToSpaceNdNhwcTest3<DataType::QuantisedSymm16>)
1005 ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcQsymm16_4,  BatchToSpaceNdNhwcTest4<DataType::QuantisedSymm16>)
1006 ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcQsymm16_5,  BatchToSpaceNdNhwcTest5<DataType::QuantisedSymm16>)
1007 ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcQsymm16_6,  BatchToSpaceNdNhwcTest6<DataType::QuantisedSymm16>)
1008 ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcQsymm16_7,  BatchToSpaceNdNhwcTest7<DataType::QuantisedSymm16>)
1009
1010 ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwFloat1, BatchToSpaceNdNchwTest1<DataType::Float32>)
1011 ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwFloat2, BatchToSpaceNdNchwTest2<DataType::Float32>)
1012 ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwFloat3, BatchToSpaceNdNchwTest3<DataType::Float32>)
1013 ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwFloat4, BatchToSpaceNdNchwTest4<DataType::Float32>)
1014 ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwFloat5, BatchToSpaceNdNchwTest5<DataType::Float32>)
1015 ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwFloat6, BatchToSpaceNdNchwTest6<DataType::Float32>)
1016 ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwFloat7, BatchToSpaceNdNchwTest7<DataType::Float32>)
1017
1018 ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwUint1,  BatchToSpaceNdNchwTest1<DataType::QuantisedAsymm8>)
1019 ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwUint2,  BatchToSpaceNdNchwTest2<DataType::QuantisedAsymm8>)
1020 ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwUint3,  BatchToSpaceNdNchwTest3<DataType::QuantisedAsymm8>)
1021 ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwUint4,  BatchToSpaceNdNchwTest4<DataType::QuantisedAsymm8>)
1022 ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwUint5,  BatchToSpaceNdNchwTest5<DataType::QuantisedAsymm8>)
1023 ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwUint6,  BatchToSpaceNdNchwTest6<DataType::QuantisedAsymm8>)
1024 ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwUint7,  BatchToSpaceNdNchwTest7<DataType::QuantisedAsymm8>)
1025
1026 ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwQsymm16_1,  BatchToSpaceNdNchwTest1<DataType::QuantisedSymm16>)
1027 ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwQsymm16_2,  BatchToSpaceNdNchwTest2<DataType::QuantisedSymm16>)
1028 ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwQsymm16_3,  BatchToSpaceNdNchwTest3<DataType::QuantisedSymm16>)
1029 ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwQsymm16_4,  BatchToSpaceNdNchwTest4<DataType::QuantisedSymm16>)
1030 ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwQsymm16_5,  BatchToSpaceNdNchwTest5<DataType::QuantisedSymm16>)
1031 ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwQsymm16_6,  BatchToSpaceNdNchwTest6<DataType::QuantisedSymm16>)
1032 ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwQsymm16_7,  BatchToSpaceNdNchwTest7<DataType::QuantisedSymm16>)
1033
1034
1035 // SpaceToDepth
1036 ARMNN_AUTO_TEST_CASE(SpaceToDepthNCHWAsymmQ8, SpaceToDepthNCHWAsymmQ8Test)
1037 ARMNN_AUTO_TEST_CASE(SpaceToDepthNHWCAsymmQ8, SpaceToDepthNHWCAsymmQ8Test)
1038
1039 ARMNN_AUTO_TEST_CASE(SpaceToDepthNHWC1Float32, SpaceToDepthNHWCFloat32Test1)
1040 ARMNN_AUTO_TEST_CASE(SpaceToDepthNCHW1Float32, SpaceToDepthNCHWFloat32Test1)
1041
1042 ARMNN_AUTO_TEST_CASE(SpaceToDepthNHWC2Float32, SpaceToDepthNHWCFloat32Test2)
1043 ARMNN_AUTO_TEST_CASE(SpaceToDepthNCHW2Float32, SpaceToDepthNCHWFloat32Test2)
1044
1045 ARMNN_AUTO_TEST_CASE(SpaceToDepthNHWCQSymm16, SpaceToDepthNHWCQSymm16Test)
1046 ARMNN_AUTO_TEST_CASE(SpaceToDepthNCHWQSymm16, SpaceToDepthNCHWQSymm16Test)
1047
1048 // Strided Slice
1049 ARMNN_AUTO_TEST_CASE(StridedSlice4DFloat32, StridedSlice4DFloat32Test)
1050 ARMNN_AUTO_TEST_CASE(StridedSlice4DReverseFloat32, StridedSlice4DReverseFloat32Test)
1051 ARMNN_AUTO_TEST_CASE(StridedSliceSimpleStrideFloat32, StridedSliceSimpleStrideFloat32Test)
1052 ARMNN_AUTO_TEST_CASE(StridedSliceSimpleRangeMaskFloat32, StridedSliceSimpleRangeMaskFloat32Test)
1053 ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskFloat32, StridedSliceShrinkAxisMaskFloat32Test)
1054 ARMNN_AUTO_TEST_CASE(StridedSlice3DFloat32, StridedSlice3DFloat32Test)
1055 ARMNN_AUTO_TEST_CASE(StridedSlice3DReverseFloat32, StridedSlice3DReverseFloat32Test)
1056 ARMNN_AUTO_TEST_CASE(StridedSlice2DFloat32, StridedSlice2DFloat32Test)
1057 ARMNN_AUTO_TEST_CASE(StridedSlice2DReverseFloat32, StridedSlice2DReverseFloat32Test)
1058
1059 ARMNN_AUTO_TEST_CASE(StridedSlice4DUint8, StridedSlice4DUint8Test)
1060 ARMNN_AUTO_TEST_CASE(StridedSlice4DReverseUint8, StridedSlice4DReverseUint8Test)
1061 ARMNN_AUTO_TEST_CASE(StridedSliceSimpleStrideUint8, StridedSliceSimpleStrideUint8Test)
1062 ARMNN_AUTO_TEST_CASE(StridedSliceSimpleRangeMaskUint8, StridedSliceSimpleRangeMaskUint8Test)
1063 ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskUint8, StridedSliceShrinkAxisMaskUint8Test)
1064 ARMNN_AUTO_TEST_CASE(StridedSlice3DUint8, StridedSlice3DUint8Test)
1065 ARMNN_AUTO_TEST_CASE(StridedSlice3DReverseUint8, StridedSlice3DReverseUint8Test)
1066 ARMNN_AUTO_TEST_CASE(StridedSlice2DUint8, StridedSlice2DUint8Test)
1067 ARMNN_AUTO_TEST_CASE(StridedSlice2DReverseUint8, StridedSlice2DReverseUint8Test)
1068
1069 ARMNN_AUTO_TEST_CASE(StridedSlice4DInt16, StridedSlice4DInt16Test)
1070 ARMNN_AUTO_TEST_CASE(StridedSlice4DReverseInt16, StridedSlice4DReverseInt16Test)
1071 ARMNN_AUTO_TEST_CASE(StridedSliceSimpleStrideInt16, StridedSliceSimpleStrideInt16Test)
1072 ARMNN_AUTO_TEST_CASE(StridedSliceSimpleRangeMaskInt16, StridedSliceSimpleRangeMaskInt16Test)
1073 ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskInt16, StridedSliceShrinkAxisMaskInt16Test)
1074 ARMNN_AUTO_TEST_CASE(StridedSlice3DInt16, StridedSlice3DInt16Test)
1075 ARMNN_AUTO_TEST_CASE(StridedSlice3DReverseInt16, StridedSlice3DReverseInt16Test)
1076 ARMNN_AUTO_TEST_CASE(StridedSlice2DInt16, StridedSlice2DInt16Test)
1077 ARMNN_AUTO_TEST_CASE(StridedSlice2DReverseInt16, StridedSlice2DReverseInt16Test)
1078
1079 // Debug
1080 ARMNN_AUTO_TEST_CASE(Debug4DFloat32, Debug4DFloat32Test)
1081 ARMNN_AUTO_TEST_CASE(Debug3DFloat32, Debug3DFloat32Test)
1082 ARMNN_AUTO_TEST_CASE(Debug2DFloat32, Debug2DFloat32Test)
1083 ARMNN_AUTO_TEST_CASE(Debug1DFloat32, Debug1DFloat32Test)
1084
1085 ARMNN_AUTO_TEST_CASE(Debug4DUint8, Debug4DUint8Test)
1086 ARMNN_AUTO_TEST_CASE(Debug3DUint8, Debug3DUint8Test)
1087 ARMNN_AUTO_TEST_CASE(Debug2DUint8, Debug2DUint8Test)
1088 ARMNN_AUTO_TEST_CASE(Debug1DUint8, Debug1DUint8Test)
1089
1090 ARMNN_AUTO_TEST_CASE(Debug4DQSymm16, Debug4DTest<DataType::QuantisedSymm16>)
1091 ARMNN_AUTO_TEST_CASE(Debug3DQSymm16, Debug3DTest<DataType::QuantisedSymm16>)
1092 ARMNN_AUTO_TEST_CASE(Debug2DQSymm16, Debug2DTest<DataType::QuantisedSymm16>)
1093 ARMNN_AUTO_TEST_CASE(Debug1DQSymm16, Debug1DTest<DataType::QuantisedSymm16>)
1094
1095 // Gather
1096 ARMNN_AUTO_TEST_CASE(Gather1DParamsFloat, Gather1DParamsFloatTest)
1097 ARMNN_AUTO_TEST_CASE(Gather1DParamsUint8, Gather1DParamsUint8Test)
1098 ARMNN_AUTO_TEST_CASE(Gather1DParamsInt16, Gather1DParamsInt16Test)
1099 ARMNN_AUTO_TEST_CASE(GatherMultiDimParamsFloat, GatherMultiDimParamsFloatTest)
1100 ARMNN_AUTO_TEST_CASE(GatherMultiDimParamsUint8, GatherMultiDimParamsUint8Test)
1101 ARMNN_AUTO_TEST_CASE(GatherMultiDimParamsInt16, GatherMultiDimParamsInt16Test)
1102 ARMNN_AUTO_TEST_CASE(GatherMultiDimParamsMultiDimIndicesFloat, GatherMultiDimParamsMultiDimIndicesFloatTest)
1103 ARMNN_AUTO_TEST_CASE(GatherMultiDimParamsMultiDimIndicesUint8, GatherMultiDimParamsMultiDimIndicesUint8Test)
1104 ARMNN_AUTO_TEST_CASE(GatherMultiDimParamsMultiDimIndicesInt16, GatherMultiDimParamsMultiDimIndicesInt16Test)
1105
1106 // Detection PostProcess
1107 BOOST_AUTO_TEST_CASE(DetectionPostProcessRegularNmsFloat)
1108 {
1109     DetectionPostProcessRegularNmsFloatTest<RefWorkloadFactory>();
1110 }
1111 BOOST_AUTO_TEST_CASE(DetectionPostProcessFastNmsFloat)
1112 {
1113     DetectionPostProcessFastNmsFloatTest<RefWorkloadFactory>();
1114 }
1115 BOOST_AUTO_TEST_CASE(DetectionPostProcessRegularNmsUint8)
1116 {
1117     DetectionPostProcessRegularNmsQuantizedTest<
1118         RefWorkloadFactory, DataType::QuantisedAsymm8>();
1119 }
1120 BOOST_AUTO_TEST_CASE(DetectionPostProcessFastNmsUint8)
1121 {
1122     DetectionPostProcessRegularNmsQuantizedTest<
1123         RefWorkloadFactory, DataType::QuantisedAsymm8>();
1124 }
1125 BOOST_AUTO_TEST_CASE(DetectionPostProcessRegularNmsInt16)
1126 {
1127     DetectionPostProcessRegularNmsQuantizedTest<
1128         RefWorkloadFactory, DataType::QuantisedSymm16>();
1129 }
1130 BOOST_AUTO_TEST_CASE(DetectionPostProcessFastNmsInt16)
1131 {
1132     DetectionPostProcessFastNmsQuantizedTest<
1133         RefWorkloadFactory, DataType::QuantisedSymm16>();
1134 }
1135
1136 // Dequantize
1137 ARMNN_AUTO_TEST_CASE(DequantizeSimpleUint8, DequantizeSimpleUint8Test)
1138 ARMNN_AUTO_TEST_CASE(DequantizeOffsetUint8, DequantizeOffsetUint8Test)
1139 ARMNN_AUTO_TEST_CASE(DequantizeSimpleInt16, DequantizeSimpleInt16Test)
1140
1141 // Quantize
1142 ARMNN_AUTO_TEST_CASE(QuantizeSimpleUint8, QuantizeSimpleUint8Test)
1143 ARMNN_AUTO_TEST_CASE(QuantizeClampUint8, QuantizeClampUint8Test)
1144 ARMNN_AUTO_TEST_CASE(QuantizeClampInt16, QuantizeClampInt16Test)
1145
1146 // PReLU
1147 ARMNN_AUTO_TEST_CASE(PreluFloat32, PreluTest<DataType::Float32>)
1148 ARMNN_AUTO_TEST_CASE(PreluUint8,   PreluTest<DataType::QuantisedAsymm8>)
1149 ARMNN_AUTO_TEST_CASE(PreluInt16,   PreluTest<DataType::QuantisedSymm16>)
1150
1151 // TransposeConvolution2d
1152 ARMNN_AUTO_TEST_CASE(SimpleTransposeConvolution2dFloatNchw,
1153                      SimpleTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
1154                      true,
1155                      DataLayout::NCHW)
1156 ARMNN_AUTO_TEST_CASE(SimpleTransposeConvolution2dFloatNhwc,
1157                      SimpleTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
1158                      true,
1159                      DataLayout::NHWC)
1160 ARMNN_AUTO_TEST_CASE(SimpleTransposeConvolution2dUint8Nchw,
1161                      SimpleTransposeConvolution2dTest<DataType::QuantisedAsymm8, DataType::Signed32>,
1162                      true,
1163                      DataLayout::NCHW)
1164 ARMNN_AUTO_TEST_CASE(SimpleTransposeConvolution2dUint8Nhwc,
1165                      SimpleTransposeConvolution2dTest<DataType::QuantisedAsymm8, DataType::Signed32>,
1166                      true,
1167                      DataLayout::NHWC)
1168 ARMNN_AUTO_TEST_CASE(SimpleTransposeConvolution2dInt16Nchw,
1169                      SimpleTransposeConvolution2dTest<DataType::QuantisedSymm16, DataType::Signed32>,
1170                      true,
1171                      DataLayout::NCHW)
1172 ARMNN_AUTO_TEST_CASE(SimpleTransposeConvolution2dInt16Nhwc,
1173                      SimpleTransposeConvolution2dTest<DataType::QuantisedSymm16, DataType::Signed32>,
1174                      true,
1175                      DataLayout::NCHW)
1176
1177 ARMNN_AUTO_TEST_CASE(UnbiasedSimpleTransposeConvolution2dFloatNchw,
1178                      SimpleTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
1179                      false,
1180                      DataLayout::NCHW)
1181 ARMNN_AUTO_TEST_CASE(UnbiasedSimpleTransposeConvolution2dFloatNhwc,
1182                      SimpleTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
1183                      true,
1184                      DataLayout::NHWC)
1185 ARMNN_AUTO_TEST_CASE(UnbiasedSimpleTransposeConvolution2dUint8Nchw,
1186                      SimpleTransposeConvolution2dTest<DataType::QuantisedAsymm8, DataType::Signed32>,
1187                      true,
1188                      DataLayout::NCHW)
1189 ARMNN_AUTO_TEST_CASE(UnbiasedSimpleTransposeConvolution2dUint8Nhwc,
1190                      SimpleTransposeConvolution2dTest<DataType::QuantisedAsymm8, DataType::Signed32>,
1191                      true,
1192                      DataLayout::NHWC)
1193 ARMNN_AUTO_TEST_CASE(UnbiasedSimpleTransposeConvolution2dInt16Nchw,
1194                      SimpleTransposeConvolution2dTest<DataType::QuantisedSymm16, DataType::Signed32>,
1195                      true,
1196                      DataLayout::NCHW)
1197 ARMNN_AUTO_TEST_CASE(UnbiasedSimpleTransposeConvolution2dInt16Nhwc,
1198                      SimpleTransposeConvolution2dTest<DataType::QuantisedSymm16, DataType::Signed32>,
1199                      true,
1200                      DataLayout::NCHW)
1201
1202 ARMNN_AUTO_TEST_CASE(PaddedTransposeConvolution2dFloatNchw,
1203                      PaddedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
1204                      true,
1205                      DataLayout::NCHW)
1206 ARMNN_AUTO_TEST_CASE(PaddedTransposeConvolution2dFloatNhwc,
1207                      PaddedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
1208                      true,
1209                      DataLayout::NHWC)
1210 ARMNN_AUTO_TEST_CASE(PaddedTransposeConvolution2dUint8Nchw,
1211                      PaddedTransposeConvolution2dTest<DataType::QuantisedAsymm8, DataType::Signed32>,
1212                      true,
1213                      DataLayout::NCHW)
1214 ARMNN_AUTO_TEST_CASE(PaddedTransposeConvolution2dUint8Nhwc,
1215                      PaddedTransposeConvolution2dTest<DataType::QuantisedAsymm8, DataType::Signed32>,
1216                      true,
1217                      DataLayout::NHWC)
1218 ARMNN_AUTO_TEST_CASE(PaddedTransposeConvolution2dInt16Nchw,
1219                      PaddedTransposeConvolution2dTest<DataType::QuantisedSymm16, DataType::Signed32>,
1220                      true,
1221                      DataLayout::NCHW)
1222 ARMNN_AUTO_TEST_CASE(PaddedTransposeConvolution2dInt16Nhwc,
1223                      PaddedTransposeConvolution2dTest<DataType::QuantisedSymm16, DataType::Signed32>,
1224                      true,
1225                      DataLayout::NCHW)
1226
1227 ARMNN_AUTO_TEST_CASE(UnbiasedPaddedTransposeConvolution2dFloatNchw,
1228                      PaddedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
1229                      false,
1230                      DataLayout::NCHW)
1231 ARMNN_AUTO_TEST_CASE(UnbiasedPaddedTransposeConvolution2dFloatNhwc,
1232                      PaddedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
1233                      true,
1234                      DataLayout::NHWC)
1235 ARMNN_AUTO_TEST_CASE(UnbiasedPaddedTransposeConvolution2dUint8Nchw,
1236                      PaddedTransposeConvolution2dTest<DataType::QuantisedAsymm8, DataType::Signed32>,
1237                      true,
1238                      DataLayout::NCHW)
1239 ARMNN_AUTO_TEST_CASE(UnbiasedPaddedTransposeConvolution2dUint8Nhwc,
1240                      PaddedTransposeConvolution2dTest<DataType::QuantisedAsymm8, DataType::Signed32>,
1241                      true,
1242                      DataLayout::NHWC)
1243 ARMNN_AUTO_TEST_CASE(UnbiasedPaddedTransposeConvolution2dInt16Nchw,
1244                      PaddedTransposeConvolution2dTest<DataType::QuantisedSymm16, DataType::Signed32>,
1245                      true,
1246                      DataLayout::NCHW)
1247 ARMNN_AUTO_TEST_CASE(UnbiasedPaddedTransposeConvolution2dInt16Nhwc,
1248                      PaddedTransposeConvolution2dTest<DataType::QuantisedSymm16, DataType::Signed32>,
1249                      true,
1250                      DataLayout::NCHW)
1251
1252 ARMNN_AUTO_TEST_CASE(StridedTransposeConvolution2dFloatNchw,
1253                      StridedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
1254                      true,
1255                      DataLayout::NCHW)
1256 ARMNN_AUTO_TEST_CASE(StridedTransposeConvolution2dFloatNhwc,
1257                      StridedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
1258                      true,
1259                      DataLayout::NHWC)
1260 ARMNN_AUTO_TEST_CASE(StridedTransposeConvolution2dUint8Nchw,
1261                      StridedTransposeConvolution2dTest<DataType::QuantisedAsymm8, DataType::Signed32>,
1262                      true,
1263                      DataLayout::NCHW)
1264 ARMNN_AUTO_TEST_CASE(StridedTransposeConvolution2dUint8Nhwc,
1265                      StridedTransposeConvolution2dTest<DataType::QuantisedAsymm8, DataType::Signed32>,
1266                      true,
1267                      DataLayout::NHWC)
1268 ARMNN_AUTO_TEST_CASE(StridedTransposeConvolution2dInt16Nchw,
1269                      StridedTransposeConvolution2dTest<DataType::QuantisedSymm16, DataType::Signed32>,
1270                      true,
1271                      DataLayout::NCHW)
1272 ARMNN_AUTO_TEST_CASE(StridedTransposeConvolution2dInt16Nhwc,
1273                      StridedTransposeConvolution2dTest<DataType::QuantisedSymm16, DataType::Signed32>,
1274                      true,
1275                      DataLayout::NCHW)
1276
1277 ARMNN_AUTO_TEST_CASE(UnbiasedStridedTransposeConvolution2dFloatNchw,
1278                      StridedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
1279                      false,
1280                      DataLayout::NCHW)
1281 ARMNN_AUTO_TEST_CASE(UnbiasedStridedTransposeConvolution2dFloatNhwc,
1282                      StridedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
1283                      true,
1284                      DataLayout::NHWC)
1285 ARMNN_AUTO_TEST_CASE(UnbiasedStridedTransposeConvolution2dUint8Nchw,
1286                      StridedTransposeConvolution2dTest<DataType::QuantisedAsymm8, DataType::Signed32>,
1287                      true,
1288                      DataLayout::NCHW)
1289 ARMNN_AUTO_TEST_CASE(UnbiasedStridedTransposeConvolution2dUint8Nhwc,
1290                      StridedTransposeConvolution2dTest<DataType::QuantisedAsymm8, DataType::Signed32>,
1291                      true,
1292                      DataLayout::NHWC)
1293 ARMNN_AUTO_TEST_CASE(UnbiasedStridedTransposeConvolution2dInt16Nchw,
1294                      StridedTransposeConvolution2dTest<DataType::QuantisedSymm16, DataType::Signed32>,
1295                      true,
1296                      DataLayout::NCHW)
1297 ARMNN_AUTO_TEST_CASE(UnbiasedStridedTransposeConvolution2dInt16Nhwc,
1298                      StridedTransposeConvolution2dTest<DataType::QuantisedSymm16, DataType::Signed32>,
1299                      true,
1300                      DataLayout::NCHW)
1301
1302 ARMNN_AUTO_TEST_CASE(MultiChannelTransposeConvolution2dFloatNchw,
1303                      MultiChannelTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
1304                      DataLayout::NCHW)
1305 ARMNN_AUTO_TEST_CASE(MultiChannelTransposeConvolution2dFloatNhwc,
1306                      MultiChannelTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
1307                      DataLayout::NHWC)
1308 ARMNN_AUTO_TEST_CASE(MultiChannelTransposeConvolution2dUint8Nchw,
1309                      MultiChannelTransposeConvolution2dTest<DataType::QuantisedAsymm8, DataType::Signed32>,
1310                      DataLayout::NCHW)
1311 ARMNN_AUTO_TEST_CASE(MultiChannelTransposeConvolution2dUint8Nhwc,
1312                      MultiChannelTransposeConvolution2dTest<DataType::QuantisedAsymm8, DataType::Signed32>,
1313                      DataLayout::NHWC)
1314 ARMNN_AUTO_TEST_CASE(MultiChannelTransposeConvolution2dInt16Nchw,
1315                      MultiChannelTransposeConvolution2dTest<DataType::QuantisedSymm16, DataType::Signed32>,
1316                      DataLayout::NCHW)
1317 ARMNN_AUTO_TEST_CASE(MultiChannelTransposeConvolution2dInt16Nhwc,
1318                      MultiChannelTransposeConvolution2dTest<DataType::QuantisedSymm16, DataType::Signed32>,
1319                      DataLayout::NCHW)
1320
1321 // Stack
1322 ARMNN_AUTO_TEST_CASE(Stack0Axis,               Stack0AxisTest<DataType::Float32>)
1323 ARMNN_AUTO_TEST_CASE(Stack4dOutput1Axis,       Stack4dOutput1AxisTest<DataType::Float32>)
1324 ARMNN_AUTO_TEST_CASE(Stack4dOutput2Axis,       Stack4dOutput2AxisTest<DataType::Float32>)
1325 ARMNN_AUTO_TEST_CASE(Stack4dOutput3Axis,       Stack4dOutput3AxisTest<DataType::Float32>)
1326 ARMNN_AUTO_TEST_CASE(Stack3dOutput1Axis3Input, Stack3dOutput1Axis3InputTest<DataType::Float32>)
1327
1328 BOOST_AUTO_TEST_SUITE_END()