Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 1 | // |
Teresa Charlin | 686f45c | 2020-07-23 17:59:00 +0100 | [diff] [blame] | 2 | // Copyright © 2019 Arm Ltd and Contributors. All rights reserved. |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 3 | // SPDX-License-Identifier: MIT |
| 4 | // |
| 5 | |
| 6 | #include "ResizeTestImpl.hpp" |
| 7 | |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 8 | #include <QuantizeHelper.hpp> |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 9 | |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 10 | |
Matteo Martincigh | e011d20 | 2019-11-28 11:35:47 +0000 | [diff] [blame] | 11 | #include <armnnUtils/TensorUtils.hpp> |
| 12 | #include <armnnUtils/DataLayoutIndexed.hpp> |
| 13 | #include <armnnUtils/Permute.hpp> |
| 14 | |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 15 | #include <backendsCommon/test/DataLayoutUtils.hpp> |
| 16 | #include <backendsCommon/test/TensorCopyUtils.hpp> |
| 17 | #include <backendsCommon/test/WorkloadTestUtils.hpp> |
| 18 | |
| 19 | #include <test/TensorHelpers.hpp> |
| 20 | |
| 21 | namespace |
| 22 | { |
| 23 | |
| 24 | struct ResizeTestParams |
| 25 | { |
| 26 | ResizeTestParams() |
| 27 | : m_ResizeMethod(armnn::ResizeMethod::Bilinear) |
| 28 | , m_DataLayout(armnn::DataLayout::NCHW) |
| 29 | , m_InQuantScale(1.0f) |
| 30 | , m_InQuantOffset(0) |
| 31 | , m_OutQuantScale(1.0f) |
David Monahan | ab21975 | 2020-06-19 16:43:48 +0100 | [diff] [blame] | 32 | , m_OutQuantOffset(0) |
| 33 | , m_AlignCorners(false) |
| 34 | , m_HalfPixelCenters(false) {} |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 35 | |
| 36 | armnn::ResizeMethod m_ResizeMethod; |
| 37 | armnn::DataLayout m_DataLayout; |
| 38 | |
| 39 | armnn::TensorShape m_InputShape; |
| 40 | armnn::TensorShape m_OutputShape; |
| 41 | |
| 42 | std::vector<float> m_InputData; |
| 43 | std::vector<float> m_ExpectedOutputData; |
| 44 | |
| 45 | float m_InQuantScale; |
| 46 | int32_t m_InQuantOffset; |
| 47 | |
| 48 | float m_OutQuantScale; |
| 49 | int32_t m_OutQuantOffset; |
| 50 | |
David Monahan | ab21975 | 2020-06-19 16:43:48 +0100 | [diff] [blame] | 51 | bool m_AlignCorners; |
| 52 | bool m_HalfPixelCenters; |
| 53 | |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 54 | void SetInQuantParams(float quantScale, int32_t quantOffset) |
| 55 | { |
| 56 | m_InQuantScale = quantScale; |
| 57 | m_InQuantOffset = quantOffset; |
| 58 | } |
| 59 | |
| 60 | void SetOutQuantParams(float quantScale, int32_t quantOffset) |
| 61 | { |
| 62 | m_OutQuantScale = quantScale; |
| 63 | m_OutQuantOffset = quantOffset; |
| 64 | } |
| 65 | |
| 66 | void SetInOutQuantParams(float quantScale, int32_t quantOffset) |
| 67 | { |
| 68 | SetInQuantParams(quantScale, quantOffset); |
| 69 | SetOutQuantParams(quantScale, quantOffset); |
| 70 | } |
| 71 | }; |
| 72 | |
| 73 | template<size_t NumDims, |
| 74 | armnn::DataType ArmnnType, |
| 75 | typename T = armnn::ResolveType<ArmnnType>> |
| 76 | LayerTestResult<T, NumDims> ResizeTestImpl( |
| 77 | armnn::IWorkloadFactory& workloadFactory, |
| 78 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 79 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 80 | const ResizeTestParams& params) |
| 81 | { |
Jan Eilers | 8eb2560 | 2020-03-09 12:13:48 +0000 | [diff] [blame] | 82 | IgnoreUnused(memoryManager); |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 83 | armnn::TensorInfo inputInfo(params.m_InputShape, ArmnnType); |
| 84 | armnn::TensorInfo outputInfo(params.m_OutputShape, ArmnnType); |
| 85 | |
| 86 | if (armnn::IsQuantizedType<T>()) |
| 87 | { |
| 88 | inputInfo.SetQuantizationScale(params.m_InQuantScale); |
| 89 | inputInfo.SetQuantizationOffset(params.m_InQuantOffset); |
| 90 | |
| 91 | outputInfo.SetQuantizationScale(params.m_OutQuantScale); |
| 92 | outputInfo.SetQuantizationOffset(params.m_OutQuantOffset); |
| 93 | } |
| 94 | |
| 95 | std::vector<T> inputData = |
| 96 | armnnUtils::QuantizedVector<T>(params.m_InputData, params.m_InQuantScale, params.m_InQuantOffset); |
| 97 | |
| 98 | std::vector<T> expectedOutputData = |
| 99 | armnnUtils::QuantizedVector<T>(params.m_ExpectedOutputData, |
| 100 | params.m_OutQuantScale, |
| 101 | params.m_OutQuantOffset); |
| 102 | |
| 103 | if (params.m_DataLayout == armnn::DataLayout::NHWC) |
| 104 | { |
| 105 | PermuteTensorNchwToNhwc(inputInfo, inputData); |
| 106 | PermuteTensorNchwToNhwc(outputInfo, expectedOutputData); |
| 107 | } |
| 108 | |
| 109 | auto input = MakeTensor<T, NumDims>(inputInfo, inputData); |
| 110 | |
| 111 | LayerTestResult<T, NumDims> result(outputInfo); |
| 112 | result.outputExpected = MakeTensor<T, NumDims>(outputInfo, expectedOutputData); |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 113 | |
| 114 | std::unique_ptr<armnn::ITensorHandle> inputHandle = tensorHandleFactory.CreateTensorHandle(inputInfo); |
| 115 | std::unique_ptr<armnn::ITensorHandle> outputHandle = tensorHandleFactory.CreateTensorHandle(outputInfo); |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 116 | |
| 117 | armnn::ResizeQueueDescriptor descriptor; |
| 118 | descriptor.m_Parameters.m_Method = params.m_ResizeMethod; |
| 119 | descriptor.m_Parameters.m_DataLayout = params.m_DataLayout; |
David Monahan | ab21975 | 2020-06-19 16:43:48 +0100 | [diff] [blame] | 120 | descriptor.m_Parameters.m_AlignCorners = params.m_AlignCorners; |
| 121 | descriptor.m_Parameters.m_HalfPixelCenters = params.m_HalfPixelCenters; |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 122 | |
| 123 | armnnUtils::DataLayoutIndexed dataLayoutIndexed(params.m_DataLayout); |
| 124 | descriptor.m_Parameters.m_TargetWidth = params.m_OutputShape[dataLayoutIndexed.GetWidthIndex()]; |
| 125 | descriptor.m_Parameters.m_TargetHeight = params.m_OutputShape[dataLayoutIndexed.GetHeightIndex()]; |
| 126 | |
| 127 | armnn::WorkloadInfo info; |
| 128 | AddInputToWorkload(descriptor, info, inputInfo, inputHandle.get()); |
| 129 | AddOutputToWorkload(descriptor, info, outputInfo, outputHandle.get()); |
| 130 | |
| 131 | std::unique_ptr<armnn::IWorkload> workload = workloadFactory.CreateResize(descriptor, info); |
| 132 | |
| 133 | inputHandle->Allocate(); |
| 134 | outputHandle->Allocate(); |
| 135 | CopyDataToITensorHandle(inputHandle.get(), input.origin()); |
| 136 | |
| 137 | workload->PostAllocationConfigure(); |
| 138 | workload->Execute(); |
| 139 | |
| 140 | CopyDataFromITensorHandle(result.output.origin(), outputHandle.get()); |
| 141 | return result; |
| 142 | } |
| 143 | |
| 144 | } // anonymous namespace |
| 145 | |
| 146 | // |
| 147 | // Bilinear |
| 148 | // |
| 149 | |
| 150 | template<armnn::DataType ArmnnType, typename T> |
| 151 | LayerTestResult<T, 4> ResizeBilinearNopTest( |
| 152 | armnn::IWorkloadFactory& workloadFactory, |
| 153 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 154 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 155 | const armnn::DataLayout dataLayout) |
| 156 | { |
| 157 | ResizeTestParams testParams; |
| 158 | testParams.m_ResizeMethod = armnn::ResizeMethod::Bilinear; |
| 159 | testParams.m_DataLayout = dataLayout; |
| 160 | |
| 161 | testParams.m_InputShape = { 1, 2, 4, 4 }; |
| 162 | testParams.m_OutputShape = testParams.m_InputShape; |
| 163 | |
| 164 | testParams.m_InputData = |
| 165 | { |
| 166 | 1.0f, 2.0f, 3.0f, 4.0f, |
| 167 | 2.0f, 3.0f, 4.0f, 5.0f, |
| 168 | 3.0f, 4.0f, 5.0f, 6.0f, |
| 169 | 4.0f, 5.0f, 6.0f, 7.0f, |
| 170 | |
| 171 | 1.0f, 2.0f, 3.0f, 4.0f, |
| 172 | 2.0f, 3.0f, 4.0f, 5.0f, |
| 173 | 3.0f, 4.0f, 5.0f, 6.0f, |
| 174 | 4.0f, 5.0f, 6.0f, 7.0f |
| 175 | }; |
| 176 | |
| 177 | testParams.m_ExpectedOutputData = testParams.m_InputData; |
| 178 | |
| 179 | testParams.SetInOutQuantParams(1.5f, 3); |
| 180 | |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 181 | return ResizeTestImpl<4, ArmnnType>(workloadFactory, memoryManager, tensorHandleFactory, testParams); |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 182 | } |
| 183 | |
| 184 | template<armnn::DataType ArmnnType, typename T> |
| 185 | LayerTestResult<T, 4> SimpleResizeBilinearTest( |
| 186 | armnn::IWorkloadFactory& workloadFactory, |
| 187 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 188 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 189 | const armnn::DataLayout dataLayout) |
| 190 | { |
| 191 | ResizeTestParams testParams; |
| 192 | testParams.m_ResizeMethod = armnn::ResizeMethod::Bilinear; |
| 193 | testParams.m_DataLayout = dataLayout; |
| 194 | |
| 195 | testParams.m_InputShape = { 1, 2, 2, 2 }; |
| 196 | testParams.m_OutputShape = { 1, 2, 1, 1 }; |
| 197 | |
| 198 | testParams.m_InputData = |
| 199 | { |
| 200 | 1.0f, 255.0f, |
| 201 | 200.0f, 250.0f, |
| 202 | |
| 203 | 250.0f, 200.0f, |
| 204 | 250.0f, 1.0f |
| 205 | }; |
| 206 | |
| 207 | // The 'resize' operation projects the top-left corner of output texels into the input image, |
| 208 | // then figures out the interpolants and weights. Note this is different to projecting the centre of the |
| 209 | // output texel. Thus, for a input matrix of 2x2, we'll expect the output 1x1 matrix to contain, as |
| 210 | // its single element, the value that was at position (0,0) of the input matrix (rather than an average, |
| 211 | // which we would expect if projecting the centre). |
| 212 | testParams.m_ExpectedOutputData = |
| 213 | { |
| 214 | 1.0f, |
| 215 | |
| 216 | 250.0f |
| 217 | }; |
| 218 | |
| 219 | testParams.SetInOutQuantParams(0.1567f, 1); |
| 220 | |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 221 | return ResizeTestImpl<4, ArmnnType>(workloadFactory, memoryManager, tensorHandleFactory, testParams); |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 222 | } |
| 223 | |
| 224 | template<armnn::DataType ArmnnType, typename T> |
| 225 | LayerTestResult<T, 4> ResizeBilinearSqMinTest( |
| 226 | armnn::IWorkloadFactory& workloadFactory, |
| 227 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 228 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 229 | const armnn::DataLayout dataLayout) |
| 230 | { |
| 231 | ResizeTestParams testParams; |
| 232 | testParams.m_ResizeMethod = armnn::ResizeMethod::Bilinear; |
| 233 | testParams.m_DataLayout = dataLayout; |
| 234 | |
| 235 | testParams.m_InputShape = { 1, 2, 4, 4 }; |
| 236 | testParams.m_OutputShape = { 1, 2, 2, 2 }; |
| 237 | |
| 238 | testParams.m_InputData = |
| 239 | { |
| 240 | 1.0f, 2.0f, 3.0f, 4.0f, |
| 241 | 2.0f, 3.0f, 4.0f, 5.0f, |
| 242 | 3.0f, 4.0f, 5.0f, 6.0f, |
| 243 | 4.0f, 5.0f, 6.0f, 7.0f, |
| 244 | |
| 245 | 7.0f, 6.0f, 5.0f, 4.0f, |
| 246 | 6.0f, 5.0f, 4.0f, 3.0f, |
| 247 | 5.0f, 4.0f, 3.0f, 2.0f, |
| 248 | 4.0f, 3.0f, 2.0f, 1.0f |
| 249 | }; |
| 250 | |
| 251 | testParams.m_ExpectedOutputData = |
| 252 | { |
| 253 | 1.0f, 3.0f, |
| 254 | 3.0f, 5.0f, |
| 255 | |
| 256 | 7.0f, 5.0f, |
| 257 | 5.0f, 3.0f |
| 258 | }; |
| 259 | |
| 260 | testParams.SetInOutQuantParams(3.141592f, 3); |
| 261 | |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 262 | return ResizeTestImpl<4, ArmnnType>(workloadFactory, memoryManager, tensorHandleFactory, testParams); |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 263 | } |
| 264 | |
| 265 | template<armnn::DataType ArmnnType, typename T> |
| 266 | LayerTestResult<T, 4> ResizeBilinearMinTest( |
| 267 | armnn::IWorkloadFactory& workloadFactory, |
| 268 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 269 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 270 | const armnn::DataLayout dataLayout) |
| 271 | { |
| 272 | ResizeTestParams testParams; |
| 273 | testParams.m_ResizeMethod = armnn::ResizeMethod::Bilinear; |
| 274 | testParams.m_DataLayout = dataLayout; |
| 275 | |
| 276 | testParams.m_InputShape = { 1, 2, 3, 5 }; |
| 277 | testParams.m_OutputShape = { 1, 2, 2, 3 }; |
| 278 | |
| 279 | testParams.m_InputData = |
| 280 | { |
| 281 | 1.5f, 3.0f, 4.5f, 6.0f, 7.5f, |
| 282 | 9.0f, 10.5f, 12.0f, 13.5f, 15.0f, |
| 283 | 16.5f, 18.0f, 19.5f, 21.0f, 22.5f, |
| 284 | |
| 285 | 16.5f, 18.0f, 19.5f, 21.0f, 22.5f, |
| 286 | 9.0f, 10.5f, 12.0f, 13.5f, 15.0f, |
| 287 | 1.5f, 3.0f, 4.5f, 6.0f, 7.5f |
| 288 | }; |
| 289 | |
| 290 | testParams.m_ExpectedOutputData = |
| 291 | { |
| 292 | 1.50f, 4.00f, 6.50f, |
| 293 | 12.75f, 15.25f, 17.75f, |
| 294 | |
| 295 | 16.50f, 19.00f, 21.50f, |
| 296 | 5.25f, 7.75f, 10.25f |
| 297 | }; |
| 298 | |
| 299 | testParams.SetInOutQuantParams(1.5f, -1); |
| 300 | |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 301 | return ResizeTestImpl<4, ArmnnType>(workloadFactory, memoryManager, tensorHandleFactory, testParams); |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 302 | } |
| 303 | |
| 304 | template<armnn::DataType ArmnnType, typename T> |
| 305 | LayerTestResult<T, 4> ResizeBilinearMagTest( |
| 306 | armnn::IWorkloadFactory& workloadFactory, |
| 307 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 308 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 309 | const armnn::DataLayout dataLayout) |
| 310 | { |
| 311 | ResizeTestParams testParams; |
| 312 | testParams.m_ResizeMethod = armnn::ResizeMethod::Bilinear; |
| 313 | testParams.m_DataLayout = dataLayout; |
| 314 | |
| 315 | testParams.m_InputShape = { 1, 2, 3, 2 }; |
| 316 | testParams.m_OutputShape = { 1, 2, 3, 5 }; |
| 317 | |
| 318 | testParams.m_InputData = |
| 319 | { |
| 320 | 1.0f, 2.0f, |
| 321 | 13.0f, 21.0f, |
| 322 | 144.0f, 233.0f, |
| 323 | |
| 324 | 233.0f, 144.0f, |
| 325 | 21.0f, 13.0f, |
| 326 | 2.0f, 1.0f |
| 327 | }; |
| 328 | |
| 329 | testParams.m_ExpectedOutputData = |
| 330 | { |
| 331 | 1.0f, 1.4f, 1.8f, 2.0f, 2.0f, |
| 332 | 13.0f, 16.2f, 19.4f, 21.0f, 21.0f, |
| 333 | 144.0f, 179.6f, 215.2f, 233.0f, 233.0f, |
| 334 | |
| 335 | 233.0f, 197.4f, 161.8f, 144.0f, 144.0f, |
| 336 | 21.0f, 17.8f, 14.6f, 13.0f, 13.0f, |
| 337 | 2.0f, 1.6f, 1.2f, 1.0f, 1.0f |
| 338 | }; |
| 339 | |
| 340 | testParams.SetInQuantParams(1.0f, 0); |
| 341 | |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 342 | return ResizeTestImpl<4, ArmnnType>(workloadFactory, memoryManager, tensorHandleFactory, testParams); |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 343 | } |
| 344 | |
| 345 | // |
| 346 | // NearestNeighbor |
| 347 | // |
| 348 | |
| 349 | template<armnn::DataType ArmnnType, typename T> |
| 350 | LayerTestResult<T, 4> ResizeNearestNeighborNopTest( |
| 351 | armnn::IWorkloadFactory& workloadFactory, |
| 352 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 353 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 354 | const armnn::DataLayout dataLayout) |
| 355 | { |
| 356 | ResizeTestParams testParams; |
| 357 | testParams.m_ResizeMethod = armnn::ResizeMethod::NearestNeighbor; |
| 358 | testParams.m_DataLayout = dataLayout; |
| 359 | |
| 360 | testParams.m_InputShape = { 1, 2, 4, 4 }; |
| 361 | testParams.m_OutputShape = testParams.m_InputShape; |
| 362 | |
| 363 | testParams.m_InputData = |
| 364 | { |
| 365 | 1.0f, 2.0f, 3.0f, 4.0f, |
| 366 | 2.0f, 3.0f, 4.0f, 5.0f, |
| 367 | 3.0f, 4.0f, 5.0f, 6.0f, |
| 368 | 4.0f, 5.0f, 6.0f, 7.0f, |
| 369 | |
| 370 | 1.0f, 2.0f, 3.0f, 4.0f, |
| 371 | 2.0f, 3.0f, 4.0f, 5.0f, |
| 372 | 3.0f, 4.0f, 5.0f, 6.0f, |
| 373 | 4.0f, 5.0f, 6.0f, 7.0f |
| 374 | }; |
| 375 | |
| 376 | testParams.m_ExpectedOutputData = testParams.m_InputData; |
| 377 | |
| 378 | testParams.SetInOutQuantParams(1.5f, 3); |
| 379 | |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 380 | return ResizeTestImpl<4, ArmnnType>(workloadFactory, memoryManager, tensorHandleFactory, testParams); |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 381 | } |
| 382 | |
| 383 | template<armnn::DataType ArmnnType, typename T> |
| 384 | LayerTestResult<T, 4> SimpleResizeNearestNeighborTest( |
| 385 | armnn::IWorkloadFactory& workloadFactory, |
| 386 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 387 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 388 | const armnn::DataLayout dataLayout) |
| 389 | { |
| 390 | ResizeTestParams testParams; |
| 391 | testParams.m_ResizeMethod = armnn::ResizeMethod::NearestNeighbor; |
| 392 | testParams.m_DataLayout = dataLayout; |
| 393 | |
| 394 | testParams.m_InputShape = { 1, 2, 2, 2 }; |
| 395 | testParams.m_OutputShape = { 1, 2, 1, 1 }; |
| 396 | |
| 397 | testParams.m_InputData = |
| 398 | { |
| 399 | 1.0f, 255.0f, |
| 400 | 200.0f, 250.0f, |
| 401 | |
| 402 | 250.0f, 200.0f, |
| 403 | 250.0f, 1.0f |
| 404 | }; |
| 405 | |
| 406 | // The 'resize' operation projects the top-left corner of output texels into the input image, |
| 407 | // then figures out the interpolants and weights. Note this is different to projecting the centre of the |
| 408 | // output texel. Thus, for a input matrix of 2x2, we'll expect the output 1x1 matrix to contain, as |
| 409 | // its single element, the value that was at position (0,0) of the input matrix (rather than an average, |
| 410 | // which we would expect if projecting the centre). |
| 411 | testParams.m_ExpectedOutputData = |
| 412 | { |
| 413 | 1.0f, |
| 414 | |
| 415 | 250.0f |
| 416 | }; |
| 417 | |
| 418 | testParams.SetInOutQuantParams(0.1567f, 1); |
| 419 | |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 420 | return ResizeTestImpl<4, ArmnnType>(workloadFactory, memoryManager, tensorHandleFactory, testParams); |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 421 | } |
| 422 | |
| 423 | template<armnn::DataType ArmnnType, typename T> |
| 424 | LayerTestResult<T, 4> ResizeNearestNeighborSqMinTest( |
| 425 | armnn::IWorkloadFactory& workloadFactory, |
| 426 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 427 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 428 | const armnn::DataLayout dataLayout) |
| 429 | { |
| 430 | ResizeTestParams testParams; |
| 431 | testParams.m_ResizeMethod = armnn::ResizeMethod::NearestNeighbor; |
| 432 | testParams.m_DataLayout = dataLayout; |
| 433 | |
| 434 | testParams.m_InputShape = { 1, 2, 4, 4 }; |
| 435 | testParams.m_OutputShape = { 1, 2, 2, 2 }; |
| 436 | |
| 437 | testParams.m_InputData = |
| 438 | { |
| 439 | 1.0f, 2.0f, 3.0f, 4.0f, |
| 440 | 2.0f, 3.0f, 4.0f, 5.0f, |
| 441 | 3.0f, 4.0f, 5.0f, 6.0f, |
| 442 | 4.0f, 5.0f, 6.0f, 7.0f, |
| 443 | |
| 444 | 7.0f, 6.0f, 5.0f, 4.0f, |
| 445 | 6.0f, 5.0f, 4.0f, 3.0f, |
| 446 | 5.0f, 4.0f, 3.0f, 2.0f, |
| 447 | 4.0f, 3.0f, 2.0f, 1.0f |
| 448 | }; |
| 449 | |
| 450 | testParams.m_ExpectedOutputData = |
| 451 | { |
| 452 | 1.0f, 3.0f, |
| 453 | 3.0f, 5.0f, |
| 454 | |
| 455 | 7.0f, 5.0f, |
| 456 | 5.0f, 3.0f |
| 457 | }; |
| 458 | |
| 459 | testParams.SetInOutQuantParams(3.141592f, 3); |
| 460 | |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 461 | return ResizeTestImpl<4, ArmnnType>(workloadFactory, memoryManager, tensorHandleFactory, testParams); |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 462 | } |
| 463 | |
| 464 | template<armnn::DataType ArmnnType, typename T> |
| 465 | LayerTestResult<T, 4> ResizeNearestNeighborMinTest( |
| 466 | armnn::IWorkloadFactory& workloadFactory, |
| 467 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 468 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 469 | const armnn::DataLayout dataLayout) |
| 470 | { |
| 471 | ResizeTestParams testParams; |
| 472 | testParams.m_ResizeMethod = armnn::ResizeMethod::NearestNeighbor; |
| 473 | testParams.m_DataLayout = dataLayout; |
| 474 | |
| 475 | testParams.m_InputShape = { 1, 2, 3, 5 }; |
| 476 | testParams.m_OutputShape = { 1, 2, 2, 3 }; |
| 477 | |
| 478 | testParams.m_InputData = |
| 479 | { |
| 480 | 1.5f, 3.0f, 4.5f, 6.0f, 7.5f, |
| 481 | 9.0f, 10.5f, 12.0f, 13.5f, 15.0f, |
| 482 | 16.5f, 18.0f, 19.5f, 21.0f, 22.5f, |
| 483 | |
| 484 | 16.5f, 18.0f, 19.5f, 21.0f, 22.5f, |
| 485 | 9.0f, 10.5f, 12.0f, 13.5f, 15.0f, |
| 486 | 1.5f, 3.0f, 4.5f, 6.0f, 7.5f |
| 487 | }; |
| 488 | |
| 489 | testParams.m_ExpectedOutputData = |
| 490 | { |
| 491 | 1.5f, 3.0f, 6.0f, |
| 492 | 9.0f, 10.5f, 13.5f, |
| 493 | |
| 494 | 16.5f, 18.0f, 21.0f, |
| 495 | 9.0f, 10.5f, 13.5f |
| 496 | }; |
| 497 | |
| 498 | testParams.SetInOutQuantParams(1.5f, -1); |
| 499 | |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 500 | return ResizeTestImpl<4, ArmnnType>(workloadFactory, memoryManager, tensorHandleFactory, testParams); |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 501 | } |
| 502 | |
| 503 | template<armnn::DataType ArmnnType, typename T> |
| 504 | LayerTestResult<T, 4> ResizeNearestNeighborMagTest( |
| 505 | armnn::IWorkloadFactory& workloadFactory, |
| 506 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 507 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 508 | const armnn::DataLayout dataLayout, |
| 509 | float inQuantScale, |
| 510 | int32_t inQuantOffset, |
| 511 | float outQuantScale, |
| 512 | int32_t outQuantOffset) |
| 513 | { |
| 514 | ResizeTestParams testParams; |
| 515 | testParams.m_ResizeMethod = armnn::ResizeMethod::NearestNeighbor; |
| 516 | testParams.m_DataLayout = dataLayout; |
| 517 | |
| 518 | testParams.m_InputShape = { 1, 2, 3, 2 }; |
| 519 | testParams.m_OutputShape = { 1, 2, 3, 5 }; |
| 520 | |
| 521 | testParams.m_InputData = |
| 522 | { |
| 523 | 0.183005f, 2.379065f, |
| 524 | 1.054970f, 1.302565f, |
| 525 | 2.400595f, 0.688960f, |
| 526 | |
| 527 | 2.400595f, 0.688960f, |
| 528 | 1.054970f, 1.302565f, |
| 529 | 0.183005f, 2.379065f, |
| 530 | }; |
| 531 | |
| 532 | testParams.m_ExpectedOutputData = |
| 533 | { |
| 534 | 0.183005f, 0.183005f, 0.183005f, 2.379065f, 2.379065f, |
| 535 | 1.054970f, 1.054970f, 1.054970f, 1.302565f, 1.302565f, |
| 536 | 2.400595f, 2.400595f, 2.400595f, 0.688960f, 0.688960f, |
| 537 | |
| 538 | 2.400595f, 2.400595f, 2.400595f, 0.688960f, 0.688960f, |
| 539 | 1.054970f, 1.054970f, 1.054970f, 1.302565f, 1.302565f, |
| 540 | 0.183005f, 0.183005f, 0.183005f, 2.379065f, 2.379065f |
| 541 | }; |
| 542 | |
| 543 | testParams.SetInQuantParams(inQuantScale, inQuantOffset); |
| 544 | testParams.SetOutQuantParams(outQuantScale, outQuantOffset); |
| 545 | |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 546 | return ResizeTestImpl<4, ArmnnType>(workloadFactory, memoryManager, tensorHandleFactory, testParams); |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 547 | } |
| 548 | |
David Monahan | ab21975 | 2020-06-19 16:43:48 +0100 | [diff] [blame] | 549 | template<armnn::DataType ArmnnType, typename T> |
| 550 | LayerTestResult<T, 4> HalfPixelCentersResizeBilinearTest( |
| 551 | armnn::IWorkloadFactory& workloadFactory, |
| 552 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 553 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
David Monahan | ab21975 | 2020-06-19 16:43:48 +0100 | [diff] [blame] | 554 | const armnn::DataLayout dataLayout) |
| 555 | { |
| 556 | ResizeTestParams testParams; |
| 557 | testParams.m_ResizeMethod = armnn::ResizeMethod::Bilinear; |
| 558 | testParams.m_DataLayout = dataLayout; |
| 559 | testParams.m_HalfPixelCenters = true; |
| 560 | |
| 561 | testParams.m_InputShape = { 2, 1, 2, 2 }; |
| 562 | testParams.m_OutputShape = { 2, 1, 3, 3 }; |
| 563 | |
| 564 | testParams.m_InputData = |
| 565 | { |
| 566 | 1.0f, 2.0f, |
| 567 | 3.0f, 4.0f, |
| 568 | |
| 569 | 1.0f, 2.0f, |
| 570 | 3.0f, 4.0f |
| 571 | }; |
| 572 | |
| 573 | testParams.m_ExpectedOutputData = |
| 574 | { |
| 575 | 1.0f, 1.5f, 2.0f, |
| 576 | 2.0f, 2.5f, 3.0f, |
| 577 | 3.0f, 3.5f, 4.0f, |
| 578 | |
| 579 | 1.0f, 1.5f, 2.0f, |
| 580 | 2.0f, 2.5f, 3.0f, |
| 581 | 3.0f, 3.5f, 4.0f, |
| 582 | }; |
| 583 | |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 584 | return ResizeTestImpl<4, ArmnnType>(workloadFactory, memoryManager, tensorHandleFactory, testParams); |
David Monahan | ab21975 | 2020-06-19 16:43:48 +0100 | [diff] [blame] | 585 | } |
| 586 | |
| 587 | template<armnn::DataType ArmnnType, typename T> |
| 588 | LayerTestResult<T, 4> AlignCornersResizeBilinearTest( |
| 589 | armnn::IWorkloadFactory& workloadFactory, |
| 590 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 591 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
David Monahan | ab21975 | 2020-06-19 16:43:48 +0100 | [diff] [blame] | 592 | const armnn::DataLayout dataLayout) |
| 593 | { |
| 594 | ResizeTestParams testParams; |
| 595 | testParams.m_ResizeMethod = armnn::ResizeMethod::Bilinear; |
| 596 | testParams.m_DataLayout = dataLayout; |
| 597 | testParams.m_AlignCorners = true; |
| 598 | |
| 599 | testParams.m_InputShape = { 1, 1, 2, 2 }; |
| 600 | testParams.m_OutputShape = { 1, 1, 1, 1 }; |
| 601 | |
| 602 | testParams.m_InputData = |
| 603 | { |
| 604 | 1.0f, 2.0f, |
| 605 | 3.0f, 4.0f, |
| 606 | }; |
| 607 | |
| 608 | testParams.m_ExpectedOutputData = |
| 609 | { |
| 610 | 1.0f |
| 611 | }; |
| 612 | |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 613 | return ResizeTestImpl<4, ArmnnType>(workloadFactory, memoryManager, tensorHandleFactory, testParams); |
David Monahan | ab21975 | 2020-06-19 16:43:48 +0100 | [diff] [blame] | 614 | } |
| 615 | |
| 616 | template<armnn::DataType ArmnnType, typename T> |
| 617 | LayerTestResult<T, 4> HalfPixelCentersResizeNearestNeighbourTest( |
| 618 | armnn::IWorkloadFactory& workloadFactory, |
| 619 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 620 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
David Monahan | ab21975 | 2020-06-19 16:43:48 +0100 | [diff] [blame] | 621 | const armnn::DataLayout dataLayout) |
| 622 | { |
| 623 | ResizeTestParams testParams; |
| 624 | testParams.m_ResizeMethod = armnn::ResizeMethod::NearestNeighbor; |
| 625 | testParams.m_DataLayout = dataLayout; |
| 626 | testParams.m_HalfPixelCenters = true; |
| 627 | |
| 628 | testParams.m_InputShape = { 1, 1, 2, 5 }; |
| 629 | testParams.m_OutputShape = { 1, 1, 2, 2 }; |
| 630 | |
| 631 | testParams.m_InputData = |
| 632 | { |
| 633 | 1.0f, 2.0f, 3.0f, 4.0f, 5.0f, |
| 634 | |
| 635 | 1.0f, 2.0f, 3.0f, 4.0f, 5.0f |
| 636 | }; |
| 637 | |
| 638 | testParams.m_ExpectedOutputData = |
| 639 | { |
| 640 | 2.0f, 4.0f, |
| 641 | 2.0f, 4.0f |
| 642 | }; |
| 643 | |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 644 | return ResizeTestImpl<4, ArmnnType>(workloadFactory, memoryManager, tensorHandleFactory, testParams); |
David Monahan | ab21975 | 2020-06-19 16:43:48 +0100 | [diff] [blame] | 645 | } |
| 646 | |
| 647 | template<armnn::DataType ArmnnType, typename T> |
| 648 | LayerTestResult<T, 4> AlignCornersResizeNearestNeighbourTest( |
| 649 | armnn::IWorkloadFactory& workloadFactory, |
| 650 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 651 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
David Monahan | ab21975 | 2020-06-19 16:43:48 +0100 | [diff] [blame] | 652 | const armnn::DataLayout dataLayout) |
| 653 | { |
| 654 | ResizeTestParams testParams; |
| 655 | testParams.m_ResizeMethod = armnn::ResizeMethod::NearestNeighbor; |
| 656 | testParams.m_DataLayout = dataLayout; |
| 657 | testParams.m_AlignCorners = true; |
| 658 | |
| 659 | testParams.m_InputShape = { 1, 1, 2, 2 }; |
| 660 | testParams.m_OutputShape = { 1, 1, 1, 1 }; |
| 661 | |
| 662 | testParams.m_InputData = |
| 663 | { |
| 664 | 1.0f, 2.0f, |
| 665 | 3.0f, 4.0f, |
| 666 | }; |
| 667 | |
| 668 | testParams.m_ExpectedOutputData = |
| 669 | { |
| 670 | 1.0f |
| 671 | }; |
| 672 | |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 673 | return ResizeTestImpl<4, ArmnnType>(workloadFactory, memoryManager, tensorHandleFactory, testParams); |
David Monahan | ab21975 | 2020-06-19 16:43:48 +0100 | [diff] [blame] | 674 | } |
| 675 | |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 676 | // |
| 677 | // Explicit template instantiations |
| 678 | // |
| 679 | |
| 680 | // Float32 |
| 681 | template LayerTestResult<armnn::ResolveType<armnn::DataType::Float32>, 4> |
| 682 | ResizeBilinearNopTest<armnn::DataType::Float32>( |
| 683 | armnn::IWorkloadFactory& workloadFactory, |
| 684 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 685 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 686 | const armnn::DataLayout dataLayout); |
| 687 | |
| 688 | template LayerTestResult<armnn::ResolveType<armnn::DataType::Float32>, 4> |
| 689 | SimpleResizeBilinearTest<armnn::DataType::Float32>( |
| 690 | armnn::IWorkloadFactory& workloadFactory, |
| 691 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 692 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 693 | const armnn::DataLayout dataLayout); |
| 694 | |
| 695 | template LayerTestResult<armnn::ResolveType<armnn::DataType::Float32>, 4> |
| 696 | ResizeBilinearSqMinTest<armnn::DataType::Float32>( |
| 697 | armnn::IWorkloadFactory& workloadFactory, |
| 698 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 699 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 700 | const armnn::DataLayout dataLayout); |
| 701 | |
| 702 | template LayerTestResult<armnn::ResolveType<armnn::DataType::Float32>, 4> |
| 703 | ResizeBilinearMinTest<armnn::DataType::Float32>( |
| 704 | armnn::IWorkloadFactory& workloadFactory, |
| 705 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 706 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 707 | const armnn::DataLayout dataLayout); |
| 708 | |
| 709 | template LayerTestResult<armnn::ResolveType<armnn::DataType::Float32>, 4> |
| 710 | ResizeBilinearMagTest<armnn::DataType::Float32>( |
| 711 | armnn::IWorkloadFactory& workloadFactory, |
| 712 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 713 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 714 | const armnn::DataLayout dataLayout); |
| 715 | |
| 716 | template LayerTestResult<armnn::ResolveType<armnn::DataType::Float32>, 4> |
| 717 | ResizeNearestNeighborNopTest<armnn::DataType::Float32>( |
| 718 | armnn::IWorkloadFactory& workloadFactory, |
| 719 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 720 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 721 | const armnn::DataLayout dataLayout); |
| 722 | |
| 723 | template LayerTestResult<armnn::ResolveType<armnn::DataType::Float32>, 4> |
| 724 | SimpleResizeNearestNeighborTest<armnn::DataType::Float32>( |
| 725 | armnn::IWorkloadFactory& workloadFactory, |
| 726 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 727 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 728 | const armnn::DataLayout dataLayout); |
| 729 | |
| 730 | template LayerTestResult<armnn::ResolveType<armnn::DataType::Float32>, 4> |
| 731 | ResizeNearestNeighborSqMinTest<armnn::DataType::Float32>( |
| 732 | armnn::IWorkloadFactory& workloadFactory, |
| 733 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 734 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 735 | const armnn::DataLayout dataLayout); |
| 736 | |
| 737 | template LayerTestResult<armnn::ResolveType<armnn::DataType::Float32>, 4> |
| 738 | ResizeNearestNeighborMinTest<armnn::DataType::Float32>( |
| 739 | armnn::IWorkloadFactory& workloadFactory, |
| 740 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 741 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 742 | const armnn::DataLayout dataLayout); |
| 743 | |
| 744 | template LayerTestResult<armnn::ResolveType<armnn::DataType::Float32>, 4> |
| 745 | ResizeNearestNeighborMagTest<armnn::DataType::Float32>( |
| 746 | armnn::IWorkloadFactory& workloadFactory, |
| 747 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 748 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 749 | const armnn::DataLayout dataLayout, |
| 750 | float inQuantScale, |
| 751 | int32_t inQuantOffset, |
| 752 | float outQuantScale, |
| 753 | int32_t outQuantOffset); |
| 754 | |
David Monahan | ab21975 | 2020-06-19 16:43:48 +0100 | [diff] [blame] | 755 | template LayerTestResult<armnn::ResolveType<armnn::DataType::Float32>, 4> |
| 756 | HalfPixelCentersResizeBilinearTest<armnn::DataType::Float32>( |
| 757 | armnn::IWorkloadFactory& workloadFactory, |
| 758 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 759 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
David Monahan | ab21975 | 2020-06-19 16:43:48 +0100 | [diff] [blame] | 760 | const armnn::DataLayout dataLayout); |
| 761 | |
| 762 | template LayerTestResult<armnn::ResolveType<armnn::DataType::Float32>, 4> |
| 763 | AlignCornersResizeBilinearTest<armnn::DataType::Float32>( |
| 764 | armnn::IWorkloadFactory& workloadFactory, |
| 765 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 766 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
David Monahan | ab21975 | 2020-06-19 16:43:48 +0100 | [diff] [blame] | 767 | const armnn::DataLayout dataLayout); |
| 768 | |
| 769 | template LayerTestResult<armnn::ResolveType<armnn::DataType::Float32>, 4> |
| 770 | HalfPixelCentersResizeNearestNeighbourTest<armnn::DataType::Float32>( |
| 771 | armnn::IWorkloadFactory& workloadFactory, |
| 772 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 773 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
David Monahan | ab21975 | 2020-06-19 16:43:48 +0100 | [diff] [blame] | 774 | const armnn::DataLayout dataLayout); |
| 775 | |
| 776 | template LayerTestResult<armnn::ResolveType<armnn::DataType::Float32>, 4> |
| 777 | AlignCornersResizeNearestNeighbourTest<armnn::DataType::Float32>( |
| 778 | armnn::IWorkloadFactory& workloadFactory, |
| 779 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 780 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
David Monahan | ab21975 | 2020-06-19 16:43:48 +0100 | [diff] [blame] | 781 | const armnn::DataLayout dataLayout); |
| 782 | |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 783 | // Float16 |
| 784 | template LayerTestResult<armnn::ResolveType<armnn::DataType::Float16>, 4> |
| 785 | ResizeBilinearNopTest<armnn::DataType::Float16>( |
| 786 | armnn::IWorkloadFactory& workloadFactory, |
| 787 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 788 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 789 | const armnn::DataLayout dataLayout); |
| 790 | |
| 791 | template LayerTestResult<armnn::ResolveType<armnn::DataType::Float16>, 4> |
| 792 | SimpleResizeBilinearTest<armnn::DataType::Float16>( |
| 793 | armnn::IWorkloadFactory& workloadFactory, |
| 794 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 795 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 796 | const armnn::DataLayout dataLayout); |
| 797 | |
| 798 | template LayerTestResult<armnn::ResolveType<armnn::DataType::Float16>, 4> |
| 799 | ResizeBilinearSqMinTest<armnn::DataType::Float16>( |
| 800 | armnn::IWorkloadFactory& workloadFactory, |
| 801 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 802 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 803 | const armnn::DataLayout dataLayout); |
| 804 | |
| 805 | template LayerTestResult<armnn::ResolveType<armnn::DataType::Float16>, 4> |
| 806 | ResizeBilinearMinTest<armnn::DataType::Float16>( |
| 807 | armnn::IWorkloadFactory& workloadFactory, |
| 808 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 809 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 810 | const armnn::DataLayout dataLayout); |
| 811 | |
| 812 | template LayerTestResult<armnn::ResolveType<armnn::DataType::Float16>, 4> |
| 813 | ResizeBilinearMagTest<armnn::DataType::Float16>( |
| 814 | armnn::IWorkloadFactory& workloadFactory, |
| 815 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 816 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 817 | const armnn::DataLayout dataLayout); |
| 818 | |
| 819 | template LayerTestResult<armnn::ResolveType<armnn::DataType::Float16>, 4> |
| 820 | ResizeNearestNeighborNopTest<armnn::DataType::Float16>( |
| 821 | armnn::IWorkloadFactory& workloadFactory, |
| 822 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 823 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 824 | const armnn::DataLayout dataLayout); |
| 825 | |
| 826 | template LayerTestResult<armnn::ResolveType<armnn::DataType::Float16>, 4> |
| 827 | SimpleResizeNearestNeighborTest<armnn::DataType::Float16>( |
| 828 | armnn::IWorkloadFactory& workloadFactory, |
| 829 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 830 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 831 | const armnn::DataLayout dataLayout); |
| 832 | |
| 833 | template LayerTestResult<armnn::ResolveType<armnn::DataType::Float16>, 4> |
| 834 | ResizeNearestNeighborSqMinTest<armnn::DataType::Float16>( |
| 835 | armnn::IWorkloadFactory& workloadFactory, |
| 836 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 837 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 838 | const armnn::DataLayout dataLayout); |
| 839 | |
| 840 | template LayerTestResult<armnn::ResolveType<armnn::DataType::Float16>, 4> |
| 841 | ResizeNearestNeighborMinTest<armnn::DataType::Float16>( |
| 842 | armnn::IWorkloadFactory& workloadFactory, |
| 843 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 844 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 845 | const armnn::DataLayout dataLayout); |
| 846 | |
| 847 | template LayerTestResult<armnn::ResolveType<armnn::DataType::Float16>, 4> |
| 848 | ResizeNearestNeighborMagTest<armnn::DataType::Float16>( |
| 849 | armnn::IWorkloadFactory& workloadFactory, |
| 850 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 851 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 852 | const armnn::DataLayout dataLayout, |
| 853 | float inQuantScale, |
| 854 | int32_t inQuantOffset, |
| 855 | float outQuantScale, |
| 856 | int32_t outQuantOffset); |
| 857 | |
Teresa Charlin | 686f45c | 2020-07-23 17:59:00 +0100 | [diff] [blame] | 858 | template LayerTestResult<armnn::ResolveType<armnn::DataType::Float16>, 4> |
| 859 | HalfPixelCentersResizeBilinearTest<armnn::DataType::Float16>( |
| 860 | armnn::IWorkloadFactory& workloadFactory, |
| 861 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 862 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Teresa Charlin | 686f45c | 2020-07-23 17:59:00 +0100 | [diff] [blame] | 863 | const armnn::DataLayout dataLayout); |
| 864 | |
| 865 | template LayerTestResult<armnn::ResolveType<armnn::DataType::Float16>, 4> |
| 866 | AlignCornersResizeBilinearTest<armnn::DataType::Float16>( |
| 867 | armnn::IWorkloadFactory& workloadFactory, |
| 868 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 869 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Teresa Charlin | 686f45c | 2020-07-23 17:59:00 +0100 | [diff] [blame] | 870 | const armnn::DataLayout dataLayout); |
| 871 | |
| 872 | template LayerTestResult<armnn::ResolveType<armnn::DataType::Float16>, 4> |
| 873 | HalfPixelCentersResizeNearestNeighbourTest<armnn::DataType::Float16>( |
| 874 | armnn::IWorkloadFactory& workloadFactory, |
| 875 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 876 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Teresa Charlin | 686f45c | 2020-07-23 17:59:00 +0100 | [diff] [blame] | 877 | const armnn::DataLayout dataLayout); |
| 878 | |
| 879 | template LayerTestResult<armnn::ResolveType<armnn::DataType::Float16>, 4> |
| 880 | AlignCornersResizeNearestNeighbourTest<armnn::DataType::Float16>( |
| 881 | armnn::IWorkloadFactory& workloadFactory, |
| 882 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 883 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Teresa Charlin | 686f45c | 2020-07-23 17:59:00 +0100 | [diff] [blame] | 884 | const armnn::DataLayout dataLayout); |
| 885 | |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 886 | // QAsymm8 |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 887 | template LayerTestResult<armnn::ResolveType<armnn::DataType::QAsymmU8>, 4> |
| 888 | ResizeBilinearNopTest<armnn::DataType::QAsymmU8>( |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 889 | armnn::IWorkloadFactory& workloadFactory, |
| 890 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 891 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 892 | const armnn::DataLayout dataLayout); |
| 893 | |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 894 | template LayerTestResult<armnn::ResolveType<armnn::DataType::QAsymmU8>, 4> |
| 895 | SimpleResizeBilinearTest<armnn::DataType::QAsymmU8>( |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 896 | armnn::IWorkloadFactory& workloadFactory, |
| 897 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 898 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 899 | const armnn::DataLayout dataLayout); |
| 900 | |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 901 | template LayerTestResult<armnn::ResolveType<armnn::DataType::QAsymmU8>, 4> |
| 902 | ResizeBilinearSqMinTest<armnn::DataType::QAsymmU8>( |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 903 | armnn::IWorkloadFactory& workloadFactory, |
| 904 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 905 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 906 | const armnn::DataLayout dataLayout); |
| 907 | |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 908 | template LayerTestResult<armnn::ResolveType<armnn::DataType::QAsymmU8>, 4> |
| 909 | ResizeBilinearMinTest<armnn::DataType::QAsymmU8>( |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 910 | armnn::IWorkloadFactory& workloadFactory, |
| 911 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 912 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 913 | const armnn::DataLayout dataLayout); |
| 914 | |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 915 | template LayerTestResult<armnn::ResolveType<armnn::DataType::QAsymmU8>, 4> |
| 916 | ResizeBilinearMagTest<armnn::DataType::QAsymmU8>( |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 917 | armnn::IWorkloadFactory& workloadFactory, |
| 918 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 919 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 920 | const armnn::DataLayout dataLayout); |
| 921 | |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 922 | template LayerTestResult<armnn::ResolveType<armnn::DataType::QAsymmU8>, 4> |
| 923 | ResizeNearestNeighborNopTest<armnn::DataType::QAsymmU8>( |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 924 | armnn::IWorkloadFactory& workloadFactory, |
| 925 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 926 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 927 | const armnn::DataLayout dataLayout); |
| 928 | |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 929 | template LayerTestResult<armnn::ResolveType<armnn::DataType::QAsymmU8>, 4> |
| 930 | SimpleResizeNearestNeighborTest<armnn::DataType::QAsymmU8>( |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 931 | armnn::IWorkloadFactory& workloadFactory, |
| 932 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 933 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 934 | const armnn::DataLayout dataLayout); |
| 935 | |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 936 | template LayerTestResult<armnn::ResolveType<armnn::DataType::QAsymmU8>, 4> |
| 937 | ResizeNearestNeighborSqMinTest<armnn::DataType::QAsymmU8>( |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 938 | armnn::IWorkloadFactory& workloadFactory, |
| 939 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 940 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 941 | const armnn::DataLayout dataLayout); |
| 942 | |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 943 | template LayerTestResult<armnn::ResolveType<armnn::DataType::QAsymmU8>, 4> |
| 944 | ResizeNearestNeighborMinTest<armnn::DataType::QAsymmU8>( |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 945 | armnn::IWorkloadFactory& workloadFactory, |
| 946 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 947 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 948 | const armnn::DataLayout dataLayout); |
| 949 | |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 950 | template LayerTestResult<armnn::ResolveType<armnn::DataType::QAsymmU8>, 4> |
| 951 | ResizeNearestNeighborMagTest<armnn::DataType::QAsymmU8>( |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 952 | armnn::IWorkloadFactory& workloadFactory, |
| 953 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 954 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 955 | const armnn::DataLayout dataLayout, |
| 956 | float inQuantScale, |
| 957 | int32_t inQuantOffset, |
| 958 | float outQuantScale, |
| 959 | int32_t outQuantOffset); |
| 960 | |
Teresa Charlin | 686f45c | 2020-07-23 17:59:00 +0100 | [diff] [blame] | 961 | template LayerTestResult<armnn::ResolveType<armnn::DataType::QAsymmS8>, 4> |
| 962 | HalfPixelCentersResizeBilinearTest<armnn::DataType::QAsymmS8>( |
| 963 | armnn::IWorkloadFactory& workloadFactory, |
| 964 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 965 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Teresa Charlin | 686f45c | 2020-07-23 17:59:00 +0100 | [diff] [blame] | 966 | const armnn::DataLayout dataLayout); |
| 967 | |
| 968 | template LayerTestResult<armnn::ResolveType<armnn::DataType::QAsymmS8>, 4> |
| 969 | AlignCornersResizeBilinearTest<armnn::DataType::QAsymmS8>( |
| 970 | armnn::IWorkloadFactory& workloadFactory, |
| 971 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 972 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Teresa Charlin | 686f45c | 2020-07-23 17:59:00 +0100 | [diff] [blame] | 973 | const armnn::DataLayout dataLayout); |
| 974 | |
| 975 | template LayerTestResult<armnn::ResolveType<armnn::DataType::QAsymmS8>, 4> |
| 976 | HalfPixelCentersResizeNearestNeighbourTest<armnn::DataType::QAsymmS8>( |
| 977 | armnn::IWorkloadFactory& workloadFactory, |
| 978 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 979 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Teresa Charlin | 686f45c | 2020-07-23 17:59:00 +0100 | [diff] [blame] | 980 | const armnn::DataLayout dataLayout); |
| 981 | |
| 982 | template LayerTestResult<armnn::ResolveType<armnn::DataType::QAsymmS8>, 4> |
| 983 | AlignCornersResizeNearestNeighbourTest<armnn::DataType::QAsymmS8>( |
| 984 | armnn::IWorkloadFactory& workloadFactory, |
| 985 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 986 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Teresa Charlin | 686f45c | 2020-07-23 17:59:00 +0100 | [diff] [blame] | 987 | const armnn::DataLayout dataLayout); |
| 988 | |
Sadik Armagan | 303980c | 2020-04-17 12:45:14 +0100 | [diff] [blame] | 989 | // QAsymmS8 |
| 990 | template LayerTestResult<armnn::ResolveType<armnn::DataType::QAsymmS8>, 4> |
| 991 | ResizeBilinearNopTest<armnn::DataType::QAsymmS8>( |
| 992 | armnn::IWorkloadFactory& workloadFactory, |
| 993 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 994 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Sadik Armagan | 303980c | 2020-04-17 12:45:14 +0100 | [diff] [blame] | 995 | const armnn::DataLayout dataLayout); |
| 996 | |
| 997 | template LayerTestResult<armnn::ResolveType<armnn::DataType::QAsymmS8>, 4> |
| 998 | SimpleResizeBilinearTest<armnn::DataType::QAsymmS8>( |
| 999 | armnn::IWorkloadFactory& workloadFactory, |
| 1000 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 1001 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Sadik Armagan | 303980c | 2020-04-17 12:45:14 +0100 | [diff] [blame] | 1002 | const armnn::DataLayout dataLayout); |
| 1003 | |
| 1004 | template LayerTestResult<armnn::ResolveType<armnn::DataType::QAsymmS8>, 4> |
| 1005 | ResizeBilinearSqMinTest<armnn::DataType::QAsymmS8>( |
| 1006 | armnn::IWorkloadFactory& workloadFactory, |
| 1007 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 1008 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Sadik Armagan | 303980c | 2020-04-17 12:45:14 +0100 | [diff] [blame] | 1009 | const armnn::DataLayout dataLayout); |
| 1010 | |
| 1011 | template LayerTestResult<armnn::ResolveType<armnn::DataType::QAsymmS8>, 4> |
| 1012 | ResizeBilinearMinTest<armnn::DataType::QAsymmS8>( |
| 1013 | armnn::IWorkloadFactory& workloadFactory, |
| 1014 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 1015 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Sadik Armagan | 303980c | 2020-04-17 12:45:14 +0100 | [diff] [blame] | 1016 | const armnn::DataLayout dataLayout); |
| 1017 | |
| 1018 | template LayerTestResult<armnn::ResolveType<armnn::DataType::QAsymmS8>, 4> |
| 1019 | ResizeBilinearMagTest<armnn::DataType::QAsymmS8>( |
| 1020 | armnn::IWorkloadFactory& workloadFactory, |
| 1021 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 1022 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Sadik Armagan | 303980c | 2020-04-17 12:45:14 +0100 | [diff] [blame] | 1023 | const armnn::DataLayout dataLayout); |
| 1024 | |
| 1025 | template LayerTestResult<armnn::ResolveType<armnn::DataType::QAsymmS8>, 4> |
| 1026 | ResizeNearestNeighborNopTest<armnn::DataType::QAsymmS8>( |
| 1027 | armnn::IWorkloadFactory& workloadFactory, |
| 1028 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 1029 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Sadik Armagan | 303980c | 2020-04-17 12:45:14 +0100 | [diff] [blame] | 1030 | const armnn::DataLayout dataLayout); |
| 1031 | |
| 1032 | template LayerTestResult<armnn::ResolveType<armnn::DataType::QAsymmS8>, 4> |
| 1033 | SimpleResizeNearestNeighborTest<armnn::DataType::QAsymmS8>( |
| 1034 | armnn::IWorkloadFactory& workloadFactory, |
| 1035 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 1036 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Sadik Armagan | 303980c | 2020-04-17 12:45:14 +0100 | [diff] [blame] | 1037 | const armnn::DataLayout dataLayout); |
| 1038 | |
| 1039 | template LayerTestResult<armnn::ResolveType<armnn::DataType::QAsymmS8>, 4> |
| 1040 | ResizeNearestNeighborSqMinTest<armnn::DataType::QAsymmS8>( |
| 1041 | armnn::IWorkloadFactory& workloadFactory, |
| 1042 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 1043 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Sadik Armagan | 303980c | 2020-04-17 12:45:14 +0100 | [diff] [blame] | 1044 | const armnn::DataLayout dataLayout); |
| 1045 | |
| 1046 | template LayerTestResult<armnn::ResolveType<armnn::DataType::QAsymmS8>, 4> |
| 1047 | ResizeNearestNeighborMinTest<armnn::DataType::QAsymmS8>( |
| 1048 | armnn::IWorkloadFactory& workloadFactory, |
| 1049 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 1050 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Sadik Armagan | 303980c | 2020-04-17 12:45:14 +0100 | [diff] [blame] | 1051 | const armnn::DataLayout dataLayout); |
| 1052 | |
| 1053 | template LayerTestResult<armnn::ResolveType<armnn::DataType::QAsymmS8>, 4> |
| 1054 | ResizeNearestNeighborMagTest<armnn::DataType::QAsymmS8>( |
| 1055 | armnn::IWorkloadFactory& workloadFactory, |
| 1056 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 1057 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Sadik Armagan | 303980c | 2020-04-17 12:45:14 +0100 | [diff] [blame] | 1058 | const armnn::DataLayout dataLayout, |
| 1059 | float inQuantScale, |
| 1060 | int32_t inQuantOffset, |
| 1061 | float outQuantScale, |
| 1062 | int32_t outQuantOffset); |
| 1063 | |
Teresa Charlin | 686f45c | 2020-07-23 17:59:00 +0100 | [diff] [blame] | 1064 | template LayerTestResult<armnn::ResolveType<armnn::DataType::QAsymmU8>, 4> |
| 1065 | HalfPixelCentersResizeBilinearTest<armnn::DataType::QAsymmU8>( |
| 1066 | armnn::IWorkloadFactory& workloadFactory, |
| 1067 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 1068 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Teresa Charlin | 686f45c | 2020-07-23 17:59:00 +0100 | [diff] [blame] | 1069 | const armnn::DataLayout dataLayout); |
| 1070 | |
| 1071 | template LayerTestResult<armnn::ResolveType<armnn::DataType::QAsymmU8>, 4> |
| 1072 | AlignCornersResizeBilinearTest<armnn::DataType::QAsymmU8>( |
| 1073 | armnn::IWorkloadFactory& workloadFactory, |
| 1074 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 1075 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Teresa Charlin | 686f45c | 2020-07-23 17:59:00 +0100 | [diff] [blame] | 1076 | const armnn::DataLayout dataLayout); |
| 1077 | |
| 1078 | template LayerTestResult<armnn::ResolveType<armnn::DataType::QAsymmU8>, 4> |
| 1079 | HalfPixelCentersResizeNearestNeighbourTest<armnn::DataType::QAsymmU8>( |
| 1080 | armnn::IWorkloadFactory& workloadFactory, |
| 1081 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 1082 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Teresa Charlin | 686f45c | 2020-07-23 17:59:00 +0100 | [diff] [blame] | 1083 | const armnn::DataLayout dataLayout); |
| 1084 | |
| 1085 | template LayerTestResult<armnn::ResolveType<armnn::DataType::QAsymmU8>, 4> |
| 1086 | AlignCornersResizeNearestNeighbourTest<armnn::DataType::QAsymmU8>( |
| 1087 | armnn::IWorkloadFactory& workloadFactory, |
| 1088 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 1089 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Teresa Charlin | 686f45c | 2020-07-23 17:59:00 +0100 | [diff] [blame] | 1090 | const armnn::DataLayout dataLayout); |
| 1091 | |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 1092 | // QSymm16 |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1093 | template LayerTestResult<armnn::ResolveType<armnn::DataType::QSymmS16>, 4> |
| 1094 | ResizeBilinearNopTest<armnn::DataType::QSymmS16>( |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 1095 | armnn::IWorkloadFactory& workloadFactory, |
| 1096 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 1097 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 1098 | const armnn::DataLayout dataLayout); |
| 1099 | |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1100 | template LayerTestResult<armnn::ResolveType<armnn::DataType::QSymmS16>, 4> |
| 1101 | SimpleResizeBilinearTest<armnn::DataType::QSymmS16>( |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 1102 | armnn::IWorkloadFactory& workloadFactory, |
| 1103 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 1104 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 1105 | const armnn::DataLayout dataLayout); |
| 1106 | |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1107 | template LayerTestResult<armnn::ResolveType<armnn::DataType::QSymmS16>, 4> |
| 1108 | ResizeBilinearSqMinTest<armnn::DataType::QSymmS16>( |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 1109 | armnn::IWorkloadFactory& workloadFactory, |
| 1110 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 1111 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 1112 | const armnn::DataLayout dataLayout); |
| 1113 | |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1114 | template LayerTestResult<armnn::ResolveType<armnn::DataType::QSymmS16>, 4> |
| 1115 | ResizeBilinearMinTest<armnn::DataType::QSymmS16>( |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 1116 | armnn::IWorkloadFactory& workloadFactory, |
| 1117 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 1118 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 1119 | const armnn::DataLayout dataLayout); |
| 1120 | |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1121 | template LayerTestResult<armnn::ResolveType<armnn::DataType::QSymmS16>, 4> |
| 1122 | ResizeBilinearMagTest<armnn::DataType::QSymmS16>( |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 1123 | armnn::IWorkloadFactory& workloadFactory, |
| 1124 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 1125 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 1126 | const armnn::DataLayout dataLayout); |
| 1127 | |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1128 | template LayerTestResult<armnn::ResolveType<armnn::DataType::QSymmS16>, 4> |
| 1129 | ResizeNearestNeighborNopTest<armnn::DataType::QSymmS16>( |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 1130 | armnn::IWorkloadFactory& workloadFactory, |
| 1131 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 1132 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 1133 | const armnn::DataLayout dataLayout); |
| 1134 | |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1135 | template LayerTestResult<armnn::ResolveType<armnn::DataType::QSymmS16>, 4> |
| 1136 | SimpleResizeNearestNeighborTest<armnn::DataType::QSymmS16>( |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 1137 | armnn::IWorkloadFactory& workloadFactory, |
| 1138 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 1139 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 1140 | const armnn::DataLayout dataLayout); |
| 1141 | |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1142 | template LayerTestResult<armnn::ResolveType<armnn::DataType::QSymmS16>, 4> |
| 1143 | ResizeNearestNeighborSqMinTest<armnn::DataType::QSymmS16>( |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 1144 | armnn::IWorkloadFactory& workloadFactory, |
| 1145 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 1146 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 1147 | const armnn::DataLayout dataLayout); |
| 1148 | |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1149 | template LayerTestResult<armnn::ResolveType<armnn::DataType::QSymmS16>, 4> |
| 1150 | ResizeNearestNeighborMinTest<armnn::DataType::QSymmS16>( |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 1151 | armnn::IWorkloadFactory& workloadFactory, |
| 1152 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 1153 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 1154 | const armnn::DataLayout dataLayout); |
| 1155 | |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1156 | template LayerTestResult<armnn::ResolveType<armnn::DataType::QSymmS16>, 4> |
| 1157 | ResizeNearestNeighborMagTest<armnn::DataType::QSymmS16>( |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 1158 | armnn::IWorkloadFactory& workloadFactory, |
| 1159 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 1160 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 1161 | const armnn::DataLayout dataLayout, |
| 1162 | float inQuantScale, |
| 1163 | int32_t inQuantOffset, |
| 1164 | float outQuantScale, |
| 1165 | int32_t outQuantOffset); |
Teresa Charlin | 686f45c | 2020-07-23 17:59:00 +0100 | [diff] [blame] | 1166 | |
| 1167 | template LayerTestResult<armnn::ResolveType<armnn::DataType::QSymmS16>, 4> |
| 1168 | HalfPixelCentersResizeBilinearTest<armnn::DataType::QSymmS16>( |
| 1169 | armnn::IWorkloadFactory& workloadFactory, |
| 1170 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 1171 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Teresa Charlin | 686f45c | 2020-07-23 17:59:00 +0100 | [diff] [blame] | 1172 | const armnn::DataLayout dataLayout); |
| 1173 | |
| 1174 | template LayerTestResult<armnn::ResolveType<armnn::DataType::QSymmS16>, 4> |
| 1175 | AlignCornersResizeBilinearTest<armnn::DataType::QSymmS16>( |
| 1176 | armnn::IWorkloadFactory& workloadFactory, |
| 1177 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 1178 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Teresa Charlin | 686f45c | 2020-07-23 17:59:00 +0100 | [diff] [blame] | 1179 | const armnn::DataLayout dataLayout); |
| 1180 | |
| 1181 | template LayerTestResult<armnn::ResolveType<armnn::DataType::QSymmS16>, 4> |
| 1182 | HalfPixelCentersResizeNearestNeighbourTest<armnn::DataType::QSymmS16>( |
| 1183 | armnn::IWorkloadFactory& workloadFactory, |
| 1184 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 1185 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Teresa Charlin | 686f45c | 2020-07-23 17:59:00 +0100 | [diff] [blame] | 1186 | const armnn::DataLayout dataLayout); |
| 1187 | |
| 1188 | template LayerTestResult<armnn::ResolveType<armnn::DataType::QSymmS16>, 4> |
| 1189 | AlignCornersResizeNearestNeighbourTest<armnn::DataType::QSymmS16>( |
| 1190 | armnn::IWorkloadFactory& workloadFactory, |
| 1191 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 1192 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Teresa Charlin | 686f45c | 2020-07-23 17:59:00 +0100 | [diff] [blame] | 1193 | const armnn::DataLayout dataLayout); |