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 | |
Sadik Armagan | 483c811 | 2021-06-01 09:24:52 +0100 | [diff] [blame] | 98 | std::vector<T> actualOutput(outputInfo.GetNumElements()); |
| 99 | std::vector<T> expectedOutputData = armnnUtils::QuantizedVector<T>(params.m_ExpectedOutputData, |
| 100 | params.m_OutQuantScale, |
| 101 | params.m_OutQuantOffset); |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 102 | |
| 103 | if (params.m_DataLayout == armnn::DataLayout::NHWC) |
| 104 | { |
| 105 | PermuteTensorNchwToNhwc(inputInfo, inputData); |
| 106 | PermuteTensorNchwToNhwc(outputInfo, expectedOutputData); |
| 107 | } |
| 108 | |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 109 | std::unique_ptr<armnn::ITensorHandle> inputHandle = tensorHandleFactory.CreateTensorHandle(inputInfo); |
| 110 | std::unique_ptr<armnn::ITensorHandle> outputHandle = tensorHandleFactory.CreateTensorHandle(outputInfo); |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 111 | |
| 112 | armnn::ResizeQueueDescriptor descriptor; |
| 113 | descriptor.m_Parameters.m_Method = params.m_ResizeMethod; |
| 114 | descriptor.m_Parameters.m_DataLayout = params.m_DataLayout; |
David Monahan | ab21975 | 2020-06-19 16:43:48 +0100 | [diff] [blame] | 115 | descriptor.m_Parameters.m_AlignCorners = params.m_AlignCorners; |
| 116 | descriptor.m_Parameters.m_HalfPixelCenters = params.m_HalfPixelCenters; |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 117 | |
| 118 | armnnUtils::DataLayoutIndexed dataLayoutIndexed(params.m_DataLayout); |
| 119 | descriptor.m_Parameters.m_TargetWidth = params.m_OutputShape[dataLayoutIndexed.GetWidthIndex()]; |
| 120 | descriptor.m_Parameters.m_TargetHeight = params.m_OutputShape[dataLayoutIndexed.GetHeightIndex()]; |
| 121 | |
| 122 | armnn::WorkloadInfo info; |
| 123 | AddInputToWorkload(descriptor, info, inputInfo, inputHandle.get()); |
| 124 | AddOutputToWorkload(descriptor, info, outputInfo, outputHandle.get()); |
| 125 | |
| 126 | std::unique_ptr<armnn::IWorkload> workload = workloadFactory.CreateResize(descriptor, info); |
| 127 | |
| 128 | inputHandle->Allocate(); |
| 129 | outputHandle->Allocate(); |
Sadik Armagan | 483c811 | 2021-06-01 09:24:52 +0100 | [diff] [blame] | 130 | CopyDataToITensorHandle(inputHandle.get(), inputData.data()); |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 131 | |
| 132 | workload->PostAllocationConfigure(); |
| 133 | workload->Execute(); |
| 134 | |
Sadik Armagan | 483c811 | 2021-06-01 09:24:52 +0100 | [diff] [blame] | 135 | CopyDataFromITensorHandle(actualOutput.data(), outputHandle.get()); |
| 136 | |
| 137 | return LayerTestResult<T, NumDims>(actualOutput, |
| 138 | expectedOutputData, |
| 139 | outputHandle->GetShape(), |
| 140 | outputInfo.GetShape()); |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 141 | } |
| 142 | |
| 143 | } // anonymous namespace |
| 144 | |
| 145 | // |
| 146 | // Bilinear |
| 147 | // |
| 148 | |
| 149 | template<armnn::DataType ArmnnType, typename T> |
| 150 | LayerTestResult<T, 4> ResizeBilinearNopTest( |
| 151 | armnn::IWorkloadFactory& workloadFactory, |
| 152 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 153 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 154 | const armnn::DataLayout dataLayout) |
| 155 | { |
| 156 | ResizeTestParams testParams; |
| 157 | testParams.m_ResizeMethod = armnn::ResizeMethod::Bilinear; |
| 158 | testParams.m_DataLayout = dataLayout; |
| 159 | |
| 160 | testParams.m_InputShape = { 1, 2, 4, 4 }; |
| 161 | testParams.m_OutputShape = testParams.m_InputShape; |
| 162 | |
| 163 | testParams.m_InputData = |
| 164 | { |
| 165 | 1.0f, 2.0f, 3.0f, 4.0f, |
| 166 | 2.0f, 3.0f, 4.0f, 5.0f, |
| 167 | 3.0f, 4.0f, 5.0f, 6.0f, |
| 168 | 4.0f, 5.0f, 6.0f, 7.0f, |
| 169 | |
| 170 | 1.0f, 2.0f, 3.0f, 4.0f, |
| 171 | 2.0f, 3.0f, 4.0f, 5.0f, |
| 172 | 3.0f, 4.0f, 5.0f, 6.0f, |
| 173 | 4.0f, 5.0f, 6.0f, 7.0f |
| 174 | }; |
| 175 | |
| 176 | testParams.m_ExpectedOutputData = testParams.m_InputData; |
| 177 | |
| 178 | testParams.SetInOutQuantParams(1.5f, 3); |
| 179 | |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 180 | return ResizeTestImpl<4, ArmnnType>(workloadFactory, memoryManager, tensorHandleFactory, testParams); |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 181 | } |
| 182 | |
| 183 | template<armnn::DataType ArmnnType, typename T> |
| 184 | LayerTestResult<T, 4> SimpleResizeBilinearTest( |
| 185 | armnn::IWorkloadFactory& workloadFactory, |
| 186 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 187 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 188 | const armnn::DataLayout dataLayout) |
| 189 | { |
| 190 | ResizeTestParams testParams; |
| 191 | testParams.m_ResizeMethod = armnn::ResizeMethod::Bilinear; |
| 192 | testParams.m_DataLayout = dataLayout; |
| 193 | |
| 194 | testParams.m_InputShape = { 1, 2, 2, 2 }; |
| 195 | testParams.m_OutputShape = { 1, 2, 1, 1 }; |
| 196 | |
| 197 | testParams.m_InputData = |
| 198 | { |
| 199 | 1.0f, 255.0f, |
| 200 | 200.0f, 250.0f, |
| 201 | |
| 202 | 250.0f, 200.0f, |
| 203 | 250.0f, 1.0f |
| 204 | }; |
| 205 | |
| 206 | // The 'resize' operation projects the top-left corner of output texels into the input image, |
| 207 | // then figures out the interpolants and weights. Note this is different to projecting the centre of the |
| 208 | // output texel. Thus, for a input matrix of 2x2, we'll expect the output 1x1 matrix to contain, as |
| 209 | // its single element, the value that was at position (0,0) of the input matrix (rather than an average, |
| 210 | // which we would expect if projecting the centre). |
| 211 | testParams.m_ExpectedOutputData = |
| 212 | { |
| 213 | 1.0f, |
| 214 | |
| 215 | 250.0f |
| 216 | }; |
| 217 | |
| 218 | testParams.SetInOutQuantParams(0.1567f, 1); |
| 219 | |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 220 | return ResizeTestImpl<4, ArmnnType>(workloadFactory, memoryManager, tensorHandleFactory, testParams); |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 221 | } |
| 222 | |
| 223 | template<armnn::DataType ArmnnType, typename T> |
| 224 | LayerTestResult<T, 4> ResizeBilinearSqMinTest( |
| 225 | armnn::IWorkloadFactory& workloadFactory, |
| 226 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 227 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 228 | const armnn::DataLayout dataLayout) |
| 229 | { |
| 230 | ResizeTestParams testParams; |
| 231 | testParams.m_ResizeMethod = armnn::ResizeMethod::Bilinear; |
| 232 | testParams.m_DataLayout = dataLayout; |
| 233 | |
| 234 | testParams.m_InputShape = { 1, 2, 4, 4 }; |
| 235 | testParams.m_OutputShape = { 1, 2, 2, 2 }; |
| 236 | |
| 237 | testParams.m_InputData = |
| 238 | { |
| 239 | 1.0f, 2.0f, 3.0f, 4.0f, |
| 240 | 2.0f, 3.0f, 4.0f, 5.0f, |
| 241 | 3.0f, 4.0f, 5.0f, 6.0f, |
| 242 | 4.0f, 5.0f, 6.0f, 7.0f, |
| 243 | |
| 244 | 7.0f, 6.0f, 5.0f, 4.0f, |
| 245 | 6.0f, 5.0f, 4.0f, 3.0f, |
| 246 | 5.0f, 4.0f, 3.0f, 2.0f, |
| 247 | 4.0f, 3.0f, 2.0f, 1.0f |
| 248 | }; |
| 249 | |
| 250 | testParams.m_ExpectedOutputData = |
| 251 | { |
| 252 | 1.0f, 3.0f, |
| 253 | 3.0f, 5.0f, |
| 254 | |
| 255 | 7.0f, 5.0f, |
| 256 | 5.0f, 3.0f |
| 257 | }; |
| 258 | |
| 259 | testParams.SetInOutQuantParams(3.141592f, 3); |
| 260 | |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 261 | return ResizeTestImpl<4, ArmnnType>(workloadFactory, memoryManager, tensorHandleFactory, testParams); |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 262 | } |
| 263 | |
| 264 | template<armnn::DataType ArmnnType, typename T> |
| 265 | LayerTestResult<T, 4> ResizeBilinearMinTest( |
| 266 | armnn::IWorkloadFactory& workloadFactory, |
| 267 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 268 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 269 | const armnn::DataLayout dataLayout) |
| 270 | { |
| 271 | ResizeTestParams testParams; |
| 272 | testParams.m_ResizeMethod = armnn::ResizeMethod::Bilinear; |
| 273 | testParams.m_DataLayout = dataLayout; |
| 274 | |
| 275 | testParams.m_InputShape = { 1, 2, 3, 5 }; |
| 276 | testParams.m_OutputShape = { 1, 2, 2, 3 }; |
| 277 | |
| 278 | testParams.m_InputData = |
| 279 | { |
| 280 | 1.5f, 3.0f, 4.5f, 6.0f, 7.5f, |
| 281 | 9.0f, 10.5f, 12.0f, 13.5f, 15.0f, |
| 282 | 16.5f, 18.0f, 19.5f, 21.0f, 22.5f, |
| 283 | |
| 284 | 16.5f, 18.0f, 19.5f, 21.0f, 22.5f, |
| 285 | 9.0f, 10.5f, 12.0f, 13.5f, 15.0f, |
| 286 | 1.5f, 3.0f, 4.5f, 6.0f, 7.5f |
| 287 | }; |
| 288 | |
| 289 | testParams.m_ExpectedOutputData = |
| 290 | { |
| 291 | 1.50f, 4.00f, 6.50f, |
| 292 | 12.75f, 15.25f, 17.75f, |
| 293 | |
| 294 | 16.50f, 19.00f, 21.50f, |
| 295 | 5.25f, 7.75f, 10.25f |
| 296 | }; |
| 297 | |
| 298 | testParams.SetInOutQuantParams(1.5f, -1); |
| 299 | |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 300 | return ResizeTestImpl<4, ArmnnType>(workloadFactory, memoryManager, tensorHandleFactory, testParams); |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 301 | } |
| 302 | |
| 303 | template<armnn::DataType ArmnnType, typename T> |
| 304 | LayerTestResult<T, 4> ResizeBilinearMagTest( |
| 305 | armnn::IWorkloadFactory& workloadFactory, |
| 306 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 307 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 308 | const armnn::DataLayout dataLayout) |
| 309 | { |
| 310 | ResizeTestParams testParams; |
| 311 | testParams.m_ResizeMethod = armnn::ResizeMethod::Bilinear; |
| 312 | testParams.m_DataLayout = dataLayout; |
| 313 | |
| 314 | testParams.m_InputShape = { 1, 2, 3, 2 }; |
| 315 | testParams.m_OutputShape = { 1, 2, 3, 5 }; |
| 316 | |
| 317 | testParams.m_InputData = |
| 318 | { |
| 319 | 1.0f, 2.0f, |
| 320 | 13.0f, 21.0f, |
| 321 | 144.0f, 233.0f, |
| 322 | |
| 323 | 233.0f, 144.0f, |
| 324 | 21.0f, 13.0f, |
| 325 | 2.0f, 1.0f |
| 326 | }; |
| 327 | |
| 328 | testParams.m_ExpectedOutputData = |
| 329 | { |
| 330 | 1.0f, 1.4f, 1.8f, 2.0f, 2.0f, |
| 331 | 13.0f, 16.2f, 19.4f, 21.0f, 21.0f, |
| 332 | 144.0f, 179.6f, 215.2f, 233.0f, 233.0f, |
| 333 | |
| 334 | 233.0f, 197.4f, 161.8f, 144.0f, 144.0f, |
| 335 | 21.0f, 17.8f, 14.6f, 13.0f, 13.0f, |
| 336 | 2.0f, 1.6f, 1.2f, 1.0f, 1.0f |
| 337 | }; |
| 338 | |
| 339 | testParams.SetInQuantParams(1.0f, 0); |
| 340 | |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 341 | return ResizeTestImpl<4, ArmnnType>(workloadFactory, memoryManager, tensorHandleFactory, testParams); |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 342 | } |
| 343 | |
| 344 | // |
| 345 | // NearestNeighbor |
| 346 | // |
| 347 | |
| 348 | template<armnn::DataType ArmnnType, typename T> |
| 349 | LayerTestResult<T, 4> ResizeNearestNeighborNopTest( |
| 350 | armnn::IWorkloadFactory& workloadFactory, |
| 351 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 352 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 353 | const armnn::DataLayout dataLayout) |
| 354 | { |
| 355 | ResizeTestParams testParams; |
| 356 | testParams.m_ResizeMethod = armnn::ResizeMethod::NearestNeighbor; |
| 357 | testParams.m_DataLayout = dataLayout; |
| 358 | |
| 359 | testParams.m_InputShape = { 1, 2, 4, 4 }; |
| 360 | testParams.m_OutputShape = testParams.m_InputShape; |
| 361 | |
| 362 | testParams.m_InputData = |
| 363 | { |
| 364 | 1.0f, 2.0f, 3.0f, 4.0f, |
| 365 | 2.0f, 3.0f, 4.0f, 5.0f, |
| 366 | 3.0f, 4.0f, 5.0f, 6.0f, |
| 367 | 4.0f, 5.0f, 6.0f, 7.0f, |
| 368 | |
| 369 | 1.0f, 2.0f, 3.0f, 4.0f, |
| 370 | 2.0f, 3.0f, 4.0f, 5.0f, |
| 371 | 3.0f, 4.0f, 5.0f, 6.0f, |
| 372 | 4.0f, 5.0f, 6.0f, 7.0f |
| 373 | }; |
| 374 | |
| 375 | testParams.m_ExpectedOutputData = testParams.m_InputData; |
| 376 | |
| 377 | testParams.SetInOutQuantParams(1.5f, 3); |
| 378 | |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 379 | return ResizeTestImpl<4, ArmnnType>(workloadFactory, memoryManager, tensorHandleFactory, testParams); |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 380 | } |
| 381 | |
| 382 | template<armnn::DataType ArmnnType, typename T> |
| 383 | LayerTestResult<T, 4> SimpleResizeNearestNeighborTest( |
| 384 | armnn::IWorkloadFactory& workloadFactory, |
| 385 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 386 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 387 | const armnn::DataLayout dataLayout) |
| 388 | { |
| 389 | ResizeTestParams testParams; |
| 390 | testParams.m_ResizeMethod = armnn::ResizeMethod::NearestNeighbor; |
| 391 | testParams.m_DataLayout = dataLayout; |
| 392 | |
| 393 | testParams.m_InputShape = { 1, 2, 2, 2 }; |
| 394 | testParams.m_OutputShape = { 1, 2, 1, 1 }; |
| 395 | |
| 396 | testParams.m_InputData = |
| 397 | { |
| 398 | 1.0f, 255.0f, |
| 399 | 200.0f, 250.0f, |
| 400 | |
| 401 | 250.0f, 200.0f, |
| 402 | 250.0f, 1.0f |
| 403 | }; |
| 404 | |
| 405 | // The 'resize' operation projects the top-left corner of output texels into the input image, |
| 406 | // then figures out the interpolants and weights. Note this is different to projecting the centre of the |
| 407 | // output texel. Thus, for a input matrix of 2x2, we'll expect the output 1x1 matrix to contain, as |
| 408 | // its single element, the value that was at position (0,0) of the input matrix (rather than an average, |
| 409 | // which we would expect if projecting the centre). |
| 410 | testParams.m_ExpectedOutputData = |
| 411 | { |
| 412 | 1.0f, |
| 413 | |
| 414 | 250.0f |
| 415 | }; |
| 416 | |
| 417 | testParams.SetInOutQuantParams(0.1567f, 1); |
| 418 | |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 419 | return ResizeTestImpl<4, ArmnnType>(workloadFactory, memoryManager, tensorHandleFactory, testParams); |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 420 | } |
| 421 | |
| 422 | template<armnn::DataType ArmnnType, typename T> |
| 423 | LayerTestResult<T, 4> ResizeNearestNeighborSqMinTest( |
| 424 | armnn::IWorkloadFactory& workloadFactory, |
| 425 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 426 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 427 | const armnn::DataLayout dataLayout) |
| 428 | { |
| 429 | ResizeTestParams testParams; |
| 430 | testParams.m_ResizeMethod = armnn::ResizeMethod::NearestNeighbor; |
| 431 | testParams.m_DataLayout = dataLayout; |
| 432 | |
| 433 | testParams.m_InputShape = { 1, 2, 4, 4 }; |
| 434 | testParams.m_OutputShape = { 1, 2, 2, 2 }; |
| 435 | |
| 436 | testParams.m_InputData = |
| 437 | { |
| 438 | 1.0f, 2.0f, 3.0f, 4.0f, |
| 439 | 2.0f, 3.0f, 4.0f, 5.0f, |
| 440 | 3.0f, 4.0f, 5.0f, 6.0f, |
| 441 | 4.0f, 5.0f, 6.0f, 7.0f, |
| 442 | |
| 443 | 7.0f, 6.0f, 5.0f, 4.0f, |
| 444 | 6.0f, 5.0f, 4.0f, 3.0f, |
| 445 | 5.0f, 4.0f, 3.0f, 2.0f, |
| 446 | 4.0f, 3.0f, 2.0f, 1.0f |
| 447 | }; |
| 448 | |
| 449 | testParams.m_ExpectedOutputData = |
| 450 | { |
| 451 | 1.0f, 3.0f, |
| 452 | 3.0f, 5.0f, |
| 453 | |
| 454 | 7.0f, 5.0f, |
| 455 | 5.0f, 3.0f |
| 456 | }; |
| 457 | |
| 458 | testParams.SetInOutQuantParams(3.141592f, 3); |
| 459 | |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 460 | return ResizeTestImpl<4, ArmnnType>(workloadFactory, memoryManager, tensorHandleFactory, testParams); |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 461 | } |
| 462 | |
| 463 | template<armnn::DataType ArmnnType, typename T> |
| 464 | LayerTestResult<T, 4> ResizeNearestNeighborMinTest( |
| 465 | armnn::IWorkloadFactory& workloadFactory, |
| 466 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 467 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 468 | const armnn::DataLayout dataLayout) |
| 469 | { |
| 470 | ResizeTestParams testParams; |
| 471 | testParams.m_ResizeMethod = armnn::ResizeMethod::NearestNeighbor; |
| 472 | testParams.m_DataLayout = dataLayout; |
| 473 | |
| 474 | testParams.m_InputShape = { 1, 2, 3, 5 }; |
| 475 | testParams.m_OutputShape = { 1, 2, 2, 3 }; |
| 476 | |
| 477 | testParams.m_InputData = |
| 478 | { |
| 479 | 1.5f, 3.0f, 4.5f, 6.0f, 7.5f, |
| 480 | 9.0f, 10.5f, 12.0f, 13.5f, 15.0f, |
| 481 | 16.5f, 18.0f, 19.5f, 21.0f, 22.5f, |
| 482 | |
| 483 | 16.5f, 18.0f, 19.5f, 21.0f, 22.5f, |
| 484 | 9.0f, 10.5f, 12.0f, 13.5f, 15.0f, |
| 485 | 1.5f, 3.0f, 4.5f, 6.0f, 7.5f |
| 486 | }; |
| 487 | |
| 488 | testParams.m_ExpectedOutputData = |
| 489 | { |
| 490 | 1.5f, 3.0f, 6.0f, |
| 491 | 9.0f, 10.5f, 13.5f, |
| 492 | |
| 493 | 16.5f, 18.0f, 21.0f, |
| 494 | 9.0f, 10.5f, 13.5f |
| 495 | }; |
| 496 | |
| 497 | testParams.SetInOutQuantParams(1.5f, -1); |
| 498 | |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 499 | return ResizeTestImpl<4, ArmnnType>(workloadFactory, memoryManager, tensorHandleFactory, testParams); |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 500 | } |
| 501 | |
| 502 | template<armnn::DataType ArmnnType, typename T> |
| 503 | LayerTestResult<T, 4> ResizeNearestNeighborMagTest( |
| 504 | armnn::IWorkloadFactory& workloadFactory, |
| 505 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 506 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 507 | const armnn::DataLayout dataLayout, |
| 508 | float inQuantScale, |
| 509 | int32_t inQuantOffset, |
| 510 | float outQuantScale, |
| 511 | int32_t outQuantOffset) |
| 512 | { |
| 513 | ResizeTestParams testParams; |
| 514 | testParams.m_ResizeMethod = armnn::ResizeMethod::NearestNeighbor; |
| 515 | testParams.m_DataLayout = dataLayout; |
| 516 | |
| 517 | testParams.m_InputShape = { 1, 2, 3, 2 }; |
| 518 | testParams.m_OutputShape = { 1, 2, 3, 5 }; |
| 519 | |
| 520 | testParams.m_InputData = |
| 521 | { |
| 522 | 0.183005f, 2.379065f, |
| 523 | 1.054970f, 1.302565f, |
| 524 | 2.400595f, 0.688960f, |
| 525 | |
| 526 | 2.400595f, 0.688960f, |
| 527 | 1.054970f, 1.302565f, |
| 528 | 0.183005f, 2.379065f, |
| 529 | }; |
| 530 | |
| 531 | testParams.m_ExpectedOutputData = |
| 532 | { |
| 533 | 0.183005f, 0.183005f, 0.183005f, 2.379065f, 2.379065f, |
| 534 | 1.054970f, 1.054970f, 1.054970f, 1.302565f, 1.302565f, |
| 535 | 2.400595f, 2.400595f, 2.400595f, 0.688960f, 0.688960f, |
| 536 | |
| 537 | 2.400595f, 2.400595f, 2.400595f, 0.688960f, 0.688960f, |
| 538 | 1.054970f, 1.054970f, 1.054970f, 1.302565f, 1.302565f, |
| 539 | 0.183005f, 0.183005f, 0.183005f, 2.379065f, 2.379065f |
| 540 | }; |
| 541 | |
| 542 | testParams.SetInQuantParams(inQuantScale, inQuantOffset); |
| 543 | testParams.SetOutQuantParams(outQuantScale, outQuantOffset); |
| 544 | |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 545 | return ResizeTestImpl<4, ArmnnType>(workloadFactory, memoryManager, tensorHandleFactory, testParams); |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 546 | } |
| 547 | |
David Monahan | ab21975 | 2020-06-19 16:43:48 +0100 | [diff] [blame] | 548 | template<armnn::DataType ArmnnType, typename T> |
| 549 | LayerTestResult<T, 4> HalfPixelCentersResizeBilinearTest( |
| 550 | armnn::IWorkloadFactory& workloadFactory, |
| 551 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 552 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
David Monahan | ab21975 | 2020-06-19 16:43:48 +0100 | [diff] [blame] | 553 | const armnn::DataLayout dataLayout) |
| 554 | { |
| 555 | ResizeTestParams testParams; |
| 556 | testParams.m_ResizeMethod = armnn::ResizeMethod::Bilinear; |
| 557 | testParams.m_DataLayout = dataLayout; |
| 558 | testParams.m_HalfPixelCenters = true; |
| 559 | |
| 560 | testParams.m_InputShape = { 2, 1, 2, 2 }; |
| 561 | testParams.m_OutputShape = { 2, 1, 3, 3 }; |
| 562 | |
| 563 | testParams.m_InputData = |
| 564 | { |
| 565 | 1.0f, 2.0f, |
| 566 | 3.0f, 4.0f, |
| 567 | |
| 568 | 1.0f, 2.0f, |
| 569 | 3.0f, 4.0f |
| 570 | }; |
| 571 | |
| 572 | testParams.m_ExpectedOutputData = |
| 573 | { |
| 574 | 1.0f, 1.5f, 2.0f, |
| 575 | 2.0f, 2.5f, 3.0f, |
| 576 | 3.0f, 3.5f, 4.0f, |
| 577 | |
| 578 | 1.0f, 1.5f, 2.0f, |
| 579 | 2.0f, 2.5f, 3.0f, |
| 580 | 3.0f, 3.5f, 4.0f, |
| 581 | }; |
| 582 | |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 583 | return ResizeTestImpl<4, ArmnnType>(workloadFactory, memoryManager, tensorHandleFactory, testParams); |
David Monahan | ab21975 | 2020-06-19 16:43:48 +0100 | [diff] [blame] | 584 | } |
| 585 | |
| 586 | template<armnn::DataType ArmnnType, typename T> |
| 587 | LayerTestResult<T, 4> AlignCornersResizeBilinearTest( |
| 588 | armnn::IWorkloadFactory& workloadFactory, |
| 589 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 590 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
David Monahan | ab21975 | 2020-06-19 16:43:48 +0100 | [diff] [blame] | 591 | const armnn::DataLayout dataLayout) |
| 592 | { |
| 593 | ResizeTestParams testParams; |
| 594 | testParams.m_ResizeMethod = armnn::ResizeMethod::Bilinear; |
| 595 | testParams.m_DataLayout = dataLayout; |
| 596 | testParams.m_AlignCorners = true; |
| 597 | |
| 598 | testParams.m_InputShape = { 1, 1, 2, 2 }; |
| 599 | testParams.m_OutputShape = { 1, 1, 1, 1 }; |
| 600 | |
| 601 | testParams.m_InputData = |
| 602 | { |
| 603 | 1.0f, 2.0f, |
| 604 | 3.0f, 4.0f, |
| 605 | }; |
| 606 | |
| 607 | testParams.m_ExpectedOutputData = |
| 608 | { |
| 609 | 1.0f |
| 610 | }; |
| 611 | |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 612 | return ResizeTestImpl<4, ArmnnType>(workloadFactory, memoryManager, tensorHandleFactory, testParams); |
David Monahan | ab21975 | 2020-06-19 16:43:48 +0100 | [diff] [blame] | 613 | } |
| 614 | |
| 615 | template<armnn::DataType ArmnnType, typename T> |
| 616 | LayerTestResult<T, 4> HalfPixelCentersResizeNearestNeighbourTest( |
| 617 | armnn::IWorkloadFactory& workloadFactory, |
| 618 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 619 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
David Monahan | ab21975 | 2020-06-19 16:43:48 +0100 | [diff] [blame] | 620 | const armnn::DataLayout dataLayout) |
| 621 | { |
| 622 | ResizeTestParams testParams; |
| 623 | testParams.m_ResizeMethod = armnn::ResizeMethod::NearestNeighbor; |
| 624 | testParams.m_DataLayout = dataLayout; |
| 625 | testParams.m_HalfPixelCenters = true; |
| 626 | |
| 627 | testParams.m_InputShape = { 1, 1, 2, 5 }; |
| 628 | testParams.m_OutputShape = { 1, 1, 2, 2 }; |
| 629 | |
| 630 | testParams.m_InputData = |
| 631 | { |
| 632 | 1.0f, 2.0f, 3.0f, 4.0f, 5.0f, |
| 633 | |
| 634 | 1.0f, 2.0f, 3.0f, 4.0f, 5.0f |
| 635 | }; |
| 636 | |
| 637 | testParams.m_ExpectedOutputData = |
| 638 | { |
| 639 | 2.0f, 4.0f, |
| 640 | 2.0f, 4.0f |
| 641 | }; |
| 642 | |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 643 | return ResizeTestImpl<4, ArmnnType>(workloadFactory, memoryManager, tensorHandleFactory, testParams); |
David Monahan | ab21975 | 2020-06-19 16:43:48 +0100 | [diff] [blame] | 644 | } |
| 645 | |
| 646 | template<armnn::DataType ArmnnType, typename T> |
| 647 | LayerTestResult<T, 4> AlignCornersResizeNearestNeighbourTest( |
| 648 | armnn::IWorkloadFactory& workloadFactory, |
| 649 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 650 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
David Monahan | ab21975 | 2020-06-19 16:43:48 +0100 | [diff] [blame] | 651 | const armnn::DataLayout dataLayout) |
| 652 | { |
| 653 | ResizeTestParams testParams; |
| 654 | testParams.m_ResizeMethod = armnn::ResizeMethod::NearestNeighbor; |
| 655 | testParams.m_DataLayout = dataLayout; |
| 656 | testParams.m_AlignCorners = true; |
| 657 | |
| 658 | testParams.m_InputShape = { 1, 1, 2, 2 }; |
| 659 | testParams.m_OutputShape = { 1, 1, 1, 1 }; |
| 660 | |
| 661 | testParams.m_InputData = |
| 662 | { |
| 663 | 1.0f, 2.0f, |
| 664 | 3.0f, 4.0f, |
| 665 | }; |
| 666 | |
| 667 | testParams.m_ExpectedOutputData = |
| 668 | { |
| 669 | 1.0f |
| 670 | }; |
| 671 | |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 672 | return ResizeTestImpl<4, ArmnnType>(workloadFactory, memoryManager, tensorHandleFactory, testParams); |
David Monahan | ab21975 | 2020-06-19 16:43:48 +0100 | [diff] [blame] | 673 | } |
| 674 | |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 675 | // |
| 676 | // Explicit template instantiations |
| 677 | // |
| 678 | |
| 679 | // Float32 |
| 680 | template LayerTestResult<armnn::ResolveType<armnn::DataType::Float32>, 4> |
| 681 | ResizeBilinearNopTest<armnn::DataType::Float32>( |
| 682 | armnn::IWorkloadFactory& workloadFactory, |
| 683 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 684 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 685 | const armnn::DataLayout dataLayout); |
| 686 | |
| 687 | template LayerTestResult<armnn::ResolveType<armnn::DataType::Float32>, 4> |
| 688 | SimpleResizeBilinearTest<armnn::DataType::Float32>( |
| 689 | armnn::IWorkloadFactory& workloadFactory, |
| 690 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 691 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 692 | const armnn::DataLayout dataLayout); |
| 693 | |
| 694 | template LayerTestResult<armnn::ResolveType<armnn::DataType::Float32>, 4> |
| 695 | ResizeBilinearSqMinTest<armnn::DataType::Float32>( |
| 696 | armnn::IWorkloadFactory& workloadFactory, |
| 697 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 698 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 699 | const armnn::DataLayout dataLayout); |
| 700 | |
| 701 | template LayerTestResult<armnn::ResolveType<armnn::DataType::Float32>, 4> |
| 702 | ResizeBilinearMinTest<armnn::DataType::Float32>( |
| 703 | armnn::IWorkloadFactory& workloadFactory, |
| 704 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 705 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 706 | const armnn::DataLayout dataLayout); |
| 707 | |
| 708 | template LayerTestResult<armnn::ResolveType<armnn::DataType::Float32>, 4> |
| 709 | ResizeBilinearMagTest<armnn::DataType::Float32>( |
| 710 | armnn::IWorkloadFactory& workloadFactory, |
| 711 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 712 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 713 | const armnn::DataLayout dataLayout); |
| 714 | |
| 715 | template LayerTestResult<armnn::ResolveType<armnn::DataType::Float32>, 4> |
| 716 | ResizeNearestNeighborNopTest<armnn::DataType::Float32>( |
| 717 | armnn::IWorkloadFactory& workloadFactory, |
| 718 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 719 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 720 | const armnn::DataLayout dataLayout); |
| 721 | |
| 722 | template LayerTestResult<armnn::ResolveType<armnn::DataType::Float32>, 4> |
| 723 | SimpleResizeNearestNeighborTest<armnn::DataType::Float32>( |
| 724 | armnn::IWorkloadFactory& workloadFactory, |
| 725 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 726 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 727 | const armnn::DataLayout dataLayout); |
| 728 | |
| 729 | template LayerTestResult<armnn::ResolveType<armnn::DataType::Float32>, 4> |
| 730 | ResizeNearestNeighborSqMinTest<armnn::DataType::Float32>( |
| 731 | armnn::IWorkloadFactory& workloadFactory, |
| 732 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 733 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 734 | const armnn::DataLayout dataLayout); |
| 735 | |
| 736 | template LayerTestResult<armnn::ResolveType<armnn::DataType::Float32>, 4> |
| 737 | ResizeNearestNeighborMinTest<armnn::DataType::Float32>( |
| 738 | armnn::IWorkloadFactory& workloadFactory, |
| 739 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 740 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 741 | const armnn::DataLayout dataLayout); |
| 742 | |
| 743 | template LayerTestResult<armnn::ResolveType<armnn::DataType::Float32>, 4> |
| 744 | ResizeNearestNeighborMagTest<armnn::DataType::Float32>( |
| 745 | armnn::IWorkloadFactory& workloadFactory, |
| 746 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 747 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 748 | const armnn::DataLayout dataLayout, |
| 749 | float inQuantScale, |
| 750 | int32_t inQuantOffset, |
| 751 | float outQuantScale, |
| 752 | int32_t outQuantOffset); |
| 753 | |
David Monahan | ab21975 | 2020-06-19 16:43:48 +0100 | [diff] [blame] | 754 | template LayerTestResult<armnn::ResolveType<armnn::DataType::Float32>, 4> |
| 755 | HalfPixelCentersResizeBilinearTest<armnn::DataType::Float32>( |
| 756 | armnn::IWorkloadFactory& workloadFactory, |
| 757 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 758 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
David Monahan | ab21975 | 2020-06-19 16:43:48 +0100 | [diff] [blame] | 759 | const armnn::DataLayout dataLayout); |
| 760 | |
| 761 | template LayerTestResult<armnn::ResolveType<armnn::DataType::Float32>, 4> |
| 762 | AlignCornersResizeBilinearTest<armnn::DataType::Float32>( |
| 763 | armnn::IWorkloadFactory& workloadFactory, |
| 764 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 765 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
David Monahan | ab21975 | 2020-06-19 16:43:48 +0100 | [diff] [blame] | 766 | const armnn::DataLayout dataLayout); |
| 767 | |
| 768 | template LayerTestResult<armnn::ResolveType<armnn::DataType::Float32>, 4> |
| 769 | HalfPixelCentersResizeNearestNeighbourTest<armnn::DataType::Float32>( |
| 770 | armnn::IWorkloadFactory& workloadFactory, |
| 771 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 772 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
David Monahan | ab21975 | 2020-06-19 16:43:48 +0100 | [diff] [blame] | 773 | const armnn::DataLayout dataLayout); |
| 774 | |
| 775 | template LayerTestResult<armnn::ResolveType<armnn::DataType::Float32>, 4> |
| 776 | AlignCornersResizeNearestNeighbourTest<armnn::DataType::Float32>( |
| 777 | armnn::IWorkloadFactory& workloadFactory, |
| 778 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 779 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
David Monahan | ab21975 | 2020-06-19 16:43:48 +0100 | [diff] [blame] | 780 | const armnn::DataLayout dataLayout); |
| 781 | |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 782 | // Float16 |
| 783 | template LayerTestResult<armnn::ResolveType<armnn::DataType::Float16>, 4> |
| 784 | ResizeBilinearNopTest<armnn::DataType::Float16>( |
| 785 | armnn::IWorkloadFactory& workloadFactory, |
| 786 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 787 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 788 | const armnn::DataLayout dataLayout); |
| 789 | |
| 790 | template LayerTestResult<armnn::ResolveType<armnn::DataType::Float16>, 4> |
| 791 | SimpleResizeBilinearTest<armnn::DataType::Float16>( |
| 792 | armnn::IWorkloadFactory& workloadFactory, |
| 793 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 794 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 795 | const armnn::DataLayout dataLayout); |
| 796 | |
| 797 | template LayerTestResult<armnn::ResolveType<armnn::DataType::Float16>, 4> |
| 798 | ResizeBilinearSqMinTest<armnn::DataType::Float16>( |
| 799 | armnn::IWorkloadFactory& workloadFactory, |
| 800 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 801 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 802 | const armnn::DataLayout dataLayout); |
| 803 | |
| 804 | template LayerTestResult<armnn::ResolveType<armnn::DataType::Float16>, 4> |
| 805 | ResizeBilinearMinTest<armnn::DataType::Float16>( |
| 806 | armnn::IWorkloadFactory& workloadFactory, |
| 807 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 808 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 809 | const armnn::DataLayout dataLayout); |
| 810 | |
| 811 | template LayerTestResult<armnn::ResolveType<armnn::DataType::Float16>, 4> |
| 812 | ResizeBilinearMagTest<armnn::DataType::Float16>( |
| 813 | armnn::IWorkloadFactory& workloadFactory, |
| 814 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 815 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 816 | const armnn::DataLayout dataLayout); |
| 817 | |
| 818 | template LayerTestResult<armnn::ResolveType<armnn::DataType::Float16>, 4> |
| 819 | ResizeNearestNeighborNopTest<armnn::DataType::Float16>( |
| 820 | armnn::IWorkloadFactory& workloadFactory, |
| 821 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 822 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 823 | const armnn::DataLayout dataLayout); |
| 824 | |
| 825 | template LayerTestResult<armnn::ResolveType<armnn::DataType::Float16>, 4> |
| 826 | SimpleResizeNearestNeighborTest<armnn::DataType::Float16>( |
| 827 | armnn::IWorkloadFactory& workloadFactory, |
| 828 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 829 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 830 | const armnn::DataLayout dataLayout); |
| 831 | |
| 832 | template LayerTestResult<armnn::ResolveType<armnn::DataType::Float16>, 4> |
| 833 | ResizeNearestNeighborSqMinTest<armnn::DataType::Float16>( |
| 834 | armnn::IWorkloadFactory& workloadFactory, |
| 835 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 836 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 837 | const armnn::DataLayout dataLayout); |
| 838 | |
| 839 | template LayerTestResult<armnn::ResolveType<armnn::DataType::Float16>, 4> |
| 840 | ResizeNearestNeighborMinTest<armnn::DataType::Float16>( |
| 841 | armnn::IWorkloadFactory& workloadFactory, |
| 842 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 843 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 844 | const armnn::DataLayout dataLayout); |
| 845 | |
| 846 | template LayerTestResult<armnn::ResolveType<armnn::DataType::Float16>, 4> |
| 847 | ResizeNearestNeighborMagTest<armnn::DataType::Float16>( |
| 848 | armnn::IWorkloadFactory& workloadFactory, |
| 849 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 850 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 851 | const armnn::DataLayout dataLayout, |
| 852 | float inQuantScale, |
| 853 | int32_t inQuantOffset, |
| 854 | float outQuantScale, |
| 855 | int32_t outQuantOffset); |
| 856 | |
Teresa Charlin | 686f45c | 2020-07-23 17:59:00 +0100 | [diff] [blame] | 857 | template LayerTestResult<armnn::ResolveType<armnn::DataType::Float16>, 4> |
| 858 | HalfPixelCentersResizeBilinearTest<armnn::DataType::Float16>( |
| 859 | armnn::IWorkloadFactory& workloadFactory, |
| 860 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 861 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Teresa Charlin | 686f45c | 2020-07-23 17:59:00 +0100 | [diff] [blame] | 862 | const armnn::DataLayout dataLayout); |
| 863 | |
| 864 | template LayerTestResult<armnn::ResolveType<armnn::DataType::Float16>, 4> |
| 865 | AlignCornersResizeBilinearTest<armnn::DataType::Float16>( |
| 866 | armnn::IWorkloadFactory& workloadFactory, |
| 867 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 868 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Teresa Charlin | 686f45c | 2020-07-23 17:59:00 +0100 | [diff] [blame] | 869 | const armnn::DataLayout dataLayout); |
| 870 | |
| 871 | template LayerTestResult<armnn::ResolveType<armnn::DataType::Float16>, 4> |
| 872 | HalfPixelCentersResizeNearestNeighbourTest<armnn::DataType::Float16>( |
| 873 | armnn::IWorkloadFactory& workloadFactory, |
| 874 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 875 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Teresa Charlin | 686f45c | 2020-07-23 17:59:00 +0100 | [diff] [blame] | 876 | const armnn::DataLayout dataLayout); |
| 877 | |
| 878 | template LayerTestResult<armnn::ResolveType<armnn::DataType::Float16>, 4> |
| 879 | AlignCornersResizeNearestNeighbourTest<armnn::DataType::Float16>( |
| 880 | armnn::IWorkloadFactory& workloadFactory, |
| 881 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 882 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Teresa Charlin | 686f45c | 2020-07-23 17:59:00 +0100 | [diff] [blame] | 883 | const armnn::DataLayout dataLayout); |
| 884 | |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 885 | // QAsymm8 |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 886 | template LayerTestResult<armnn::ResolveType<armnn::DataType::QAsymmU8>, 4> |
| 887 | ResizeBilinearNopTest<armnn::DataType::QAsymmU8>( |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 888 | armnn::IWorkloadFactory& workloadFactory, |
| 889 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 890 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 891 | const armnn::DataLayout dataLayout); |
| 892 | |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 893 | template LayerTestResult<armnn::ResolveType<armnn::DataType::QAsymmU8>, 4> |
| 894 | SimpleResizeBilinearTest<armnn::DataType::QAsymmU8>( |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 895 | armnn::IWorkloadFactory& workloadFactory, |
| 896 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 897 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 898 | const armnn::DataLayout dataLayout); |
| 899 | |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 900 | template LayerTestResult<armnn::ResolveType<armnn::DataType::QAsymmU8>, 4> |
| 901 | ResizeBilinearSqMinTest<armnn::DataType::QAsymmU8>( |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 902 | armnn::IWorkloadFactory& workloadFactory, |
| 903 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 904 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 905 | const armnn::DataLayout dataLayout); |
| 906 | |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 907 | template LayerTestResult<armnn::ResolveType<armnn::DataType::QAsymmU8>, 4> |
| 908 | ResizeBilinearMinTest<armnn::DataType::QAsymmU8>( |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 909 | armnn::IWorkloadFactory& workloadFactory, |
| 910 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 911 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 912 | const armnn::DataLayout dataLayout); |
| 913 | |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 914 | template LayerTestResult<armnn::ResolveType<armnn::DataType::QAsymmU8>, 4> |
| 915 | ResizeBilinearMagTest<armnn::DataType::QAsymmU8>( |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 916 | armnn::IWorkloadFactory& workloadFactory, |
| 917 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 918 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 919 | const armnn::DataLayout dataLayout); |
| 920 | |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 921 | template LayerTestResult<armnn::ResolveType<armnn::DataType::QAsymmU8>, 4> |
| 922 | ResizeNearestNeighborNopTest<armnn::DataType::QAsymmU8>( |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 923 | armnn::IWorkloadFactory& workloadFactory, |
| 924 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 925 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 926 | const armnn::DataLayout dataLayout); |
| 927 | |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 928 | template LayerTestResult<armnn::ResolveType<armnn::DataType::QAsymmU8>, 4> |
| 929 | SimpleResizeNearestNeighborTest<armnn::DataType::QAsymmU8>( |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 930 | armnn::IWorkloadFactory& workloadFactory, |
| 931 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 932 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 933 | const armnn::DataLayout dataLayout); |
| 934 | |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 935 | template LayerTestResult<armnn::ResolveType<armnn::DataType::QAsymmU8>, 4> |
| 936 | ResizeNearestNeighborSqMinTest<armnn::DataType::QAsymmU8>( |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 937 | armnn::IWorkloadFactory& workloadFactory, |
| 938 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 939 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 940 | const armnn::DataLayout dataLayout); |
| 941 | |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 942 | template LayerTestResult<armnn::ResolveType<armnn::DataType::QAsymmU8>, 4> |
| 943 | ResizeNearestNeighborMinTest<armnn::DataType::QAsymmU8>( |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 944 | armnn::IWorkloadFactory& workloadFactory, |
| 945 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 946 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 947 | const armnn::DataLayout dataLayout); |
| 948 | |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 949 | template LayerTestResult<armnn::ResolveType<armnn::DataType::QAsymmU8>, 4> |
| 950 | ResizeNearestNeighborMagTest<armnn::DataType::QAsymmU8>( |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 951 | armnn::IWorkloadFactory& workloadFactory, |
| 952 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 953 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 954 | const armnn::DataLayout dataLayout, |
| 955 | float inQuantScale, |
| 956 | int32_t inQuantOffset, |
| 957 | float outQuantScale, |
| 958 | int32_t outQuantOffset); |
| 959 | |
Teresa Charlin | 686f45c | 2020-07-23 17:59:00 +0100 | [diff] [blame] | 960 | template LayerTestResult<armnn::ResolveType<armnn::DataType::QAsymmS8>, 4> |
| 961 | HalfPixelCentersResizeBilinearTest<armnn::DataType::QAsymmS8>( |
| 962 | armnn::IWorkloadFactory& workloadFactory, |
| 963 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 964 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Teresa Charlin | 686f45c | 2020-07-23 17:59:00 +0100 | [diff] [blame] | 965 | const armnn::DataLayout dataLayout); |
| 966 | |
| 967 | template LayerTestResult<armnn::ResolveType<armnn::DataType::QAsymmS8>, 4> |
| 968 | AlignCornersResizeBilinearTest<armnn::DataType::QAsymmS8>( |
| 969 | armnn::IWorkloadFactory& workloadFactory, |
| 970 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 971 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Teresa Charlin | 686f45c | 2020-07-23 17:59:00 +0100 | [diff] [blame] | 972 | const armnn::DataLayout dataLayout); |
| 973 | |
| 974 | template LayerTestResult<armnn::ResolveType<armnn::DataType::QAsymmS8>, 4> |
| 975 | HalfPixelCentersResizeNearestNeighbourTest<armnn::DataType::QAsymmS8>( |
| 976 | armnn::IWorkloadFactory& workloadFactory, |
| 977 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 978 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Teresa Charlin | 686f45c | 2020-07-23 17:59:00 +0100 | [diff] [blame] | 979 | const armnn::DataLayout dataLayout); |
| 980 | |
| 981 | template LayerTestResult<armnn::ResolveType<armnn::DataType::QAsymmS8>, 4> |
| 982 | AlignCornersResizeNearestNeighbourTest<armnn::DataType::QAsymmS8>( |
| 983 | armnn::IWorkloadFactory& workloadFactory, |
| 984 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 985 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Teresa Charlin | 686f45c | 2020-07-23 17:59:00 +0100 | [diff] [blame] | 986 | const armnn::DataLayout dataLayout); |
| 987 | |
Sadik Armagan | 303980c | 2020-04-17 12:45:14 +0100 | [diff] [blame] | 988 | // QAsymmS8 |
| 989 | template LayerTestResult<armnn::ResolveType<armnn::DataType::QAsymmS8>, 4> |
| 990 | ResizeBilinearNopTest<armnn::DataType::QAsymmS8>( |
| 991 | armnn::IWorkloadFactory& workloadFactory, |
| 992 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 993 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Sadik Armagan | 303980c | 2020-04-17 12:45:14 +0100 | [diff] [blame] | 994 | const armnn::DataLayout dataLayout); |
| 995 | |
| 996 | template LayerTestResult<armnn::ResolveType<armnn::DataType::QAsymmS8>, 4> |
| 997 | SimpleResizeBilinearTest<armnn::DataType::QAsymmS8>( |
| 998 | armnn::IWorkloadFactory& workloadFactory, |
| 999 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 1000 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Sadik Armagan | 303980c | 2020-04-17 12:45:14 +0100 | [diff] [blame] | 1001 | const armnn::DataLayout dataLayout); |
| 1002 | |
| 1003 | template LayerTestResult<armnn::ResolveType<armnn::DataType::QAsymmS8>, 4> |
| 1004 | ResizeBilinearSqMinTest<armnn::DataType::QAsymmS8>( |
| 1005 | armnn::IWorkloadFactory& workloadFactory, |
| 1006 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 1007 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Sadik Armagan | 303980c | 2020-04-17 12:45:14 +0100 | [diff] [blame] | 1008 | const armnn::DataLayout dataLayout); |
| 1009 | |
| 1010 | template LayerTestResult<armnn::ResolveType<armnn::DataType::QAsymmS8>, 4> |
| 1011 | ResizeBilinearMinTest<armnn::DataType::QAsymmS8>( |
| 1012 | armnn::IWorkloadFactory& workloadFactory, |
| 1013 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 1014 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Sadik Armagan | 303980c | 2020-04-17 12:45:14 +0100 | [diff] [blame] | 1015 | const armnn::DataLayout dataLayout); |
| 1016 | |
| 1017 | template LayerTestResult<armnn::ResolveType<armnn::DataType::QAsymmS8>, 4> |
| 1018 | ResizeBilinearMagTest<armnn::DataType::QAsymmS8>( |
| 1019 | armnn::IWorkloadFactory& workloadFactory, |
| 1020 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 1021 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Sadik Armagan | 303980c | 2020-04-17 12:45:14 +0100 | [diff] [blame] | 1022 | const armnn::DataLayout dataLayout); |
| 1023 | |
| 1024 | template LayerTestResult<armnn::ResolveType<armnn::DataType::QAsymmS8>, 4> |
| 1025 | ResizeNearestNeighborNopTest<armnn::DataType::QAsymmS8>( |
| 1026 | armnn::IWorkloadFactory& workloadFactory, |
| 1027 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 1028 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Sadik Armagan | 303980c | 2020-04-17 12:45:14 +0100 | [diff] [blame] | 1029 | const armnn::DataLayout dataLayout); |
| 1030 | |
| 1031 | template LayerTestResult<armnn::ResolveType<armnn::DataType::QAsymmS8>, 4> |
| 1032 | SimpleResizeNearestNeighborTest<armnn::DataType::QAsymmS8>( |
| 1033 | armnn::IWorkloadFactory& workloadFactory, |
| 1034 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 1035 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Sadik Armagan | 303980c | 2020-04-17 12:45:14 +0100 | [diff] [blame] | 1036 | const armnn::DataLayout dataLayout); |
| 1037 | |
| 1038 | template LayerTestResult<armnn::ResolveType<armnn::DataType::QAsymmS8>, 4> |
| 1039 | ResizeNearestNeighborSqMinTest<armnn::DataType::QAsymmS8>( |
| 1040 | armnn::IWorkloadFactory& workloadFactory, |
| 1041 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 1042 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Sadik Armagan | 303980c | 2020-04-17 12:45:14 +0100 | [diff] [blame] | 1043 | const armnn::DataLayout dataLayout); |
| 1044 | |
| 1045 | template LayerTestResult<armnn::ResolveType<armnn::DataType::QAsymmS8>, 4> |
| 1046 | ResizeNearestNeighborMinTest<armnn::DataType::QAsymmS8>( |
| 1047 | armnn::IWorkloadFactory& workloadFactory, |
| 1048 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 1049 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Sadik Armagan | 303980c | 2020-04-17 12:45:14 +0100 | [diff] [blame] | 1050 | const armnn::DataLayout dataLayout); |
| 1051 | |
| 1052 | template LayerTestResult<armnn::ResolveType<armnn::DataType::QAsymmS8>, 4> |
| 1053 | ResizeNearestNeighborMagTest<armnn::DataType::QAsymmS8>( |
| 1054 | armnn::IWorkloadFactory& workloadFactory, |
| 1055 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 1056 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Sadik Armagan | 303980c | 2020-04-17 12:45:14 +0100 | [diff] [blame] | 1057 | const armnn::DataLayout dataLayout, |
| 1058 | float inQuantScale, |
| 1059 | int32_t inQuantOffset, |
| 1060 | float outQuantScale, |
| 1061 | int32_t outQuantOffset); |
| 1062 | |
Teresa Charlin | 686f45c | 2020-07-23 17:59:00 +0100 | [diff] [blame] | 1063 | template LayerTestResult<armnn::ResolveType<armnn::DataType::QAsymmU8>, 4> |
| 1064 | HalfPixelCentersResizeBilinearTest<armnn::DataType::QAsymmU8>( |
| 1065 | armnn::IWorkloadFactory& workloadFactory, |
| 1066 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 1067 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Teresa Charlin | 686f45c | 2020-07-23 17:59:00 +0100 | [diff] [blame] | 1068 | const armnn::DataLayout dataLayout); |
| 1069 | |
| 1070 | template LayerTestResult<armnn::ResolveType<armnn::DataType::QAsymmU8>, 4> |
| 1071 | AlignCornersResizeBilinearTest<armnn::DataType::QAsymmU8>( |
| 1072 | armnn::IWorkloadFactory& workloadFactory, |
| 1073 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 1074 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Teresa Charlin | 686f45c | 2020-07-23 17:59:00 +0100 | [diff] [blame] | 1075 | const armnn::DataLayout dataLayout); |
| 1076 | |
| 1077 | template LayerTestResult<armnn::ResolveType<armnn::DataType::QAsymmU8>, 4> |
| 1078 | HalfPixelCentersResizeNearestNeighbourTest<armnn::DataType::QAsymmU8>( |
| 1079 | armnn::IWorkloadFactory& workloadFactory, |
| 1080 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 1081 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Teresa Charlin | 686f45c | 2020-07-23 17:59:00 +0100 | [diff] [blame] | 1082 | const armnn::DataLayout dataLayout); |
| 1083 | |
| 1084 | template LayerTestResult<armnn::ResolveType<armnn::DataType::QAsymmU8>, 4> |
| 1085 | AlignCornersResizeNearestNeighbourTest<armnn::DataType::QAsymmU8>( |
| 1086 | armnn::IWorkloadFactory& workloadFactory, |
| 1087 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 1088 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Teresa Charlin | 686f45c | 2020-07-23 17:59:00 +0100 | [diff] [blame] | 1089 | const armnn::DataLayout dataLayout); |
| 1090 | |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 1091 | // QSymm16 |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1092 | template LayerTestResult<armnn::ResolveType<armnn::DataType::QSymmS16>, 4> |
| 1093 | ResizeBilinearNopTest<armnn::DataType::QSymmS16>( |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 1094 | armnn::IWorkloadFactory& workloadFactory, |
| 1095 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 1096 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 1097 | const armnn::DataLayout dataLayout); |
| 1098 | |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1099 | template LayerTestResult<armnn::ResolveType<armnn::DataType::QSymmS16>, 4> |
| 1100 | SimpleResizeBilinearTest<armnn::DataType::QSymmS16>( |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 1101 | armnn::IWorkloadFactory& workloadFactory, |
| 1102 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 1103 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 1104 | const armnn::DataLayout dataLayout); |
| 1105 | |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1106 | template LayerTestResult<armnn::ResolveType<armnn::DataType::QSymmS16>, 4> |
| 1107 | ResizeBilinearSqMinTest<armnn::DataType::QSymmS16>( |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 1108 | armnn::IWorkloadFactory& workloadFactory, |
| 1109 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 1110 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 1111 | const armnn::DataLayout dataLayout); |
| 1112 | |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1113 | template LayerTestResult<armnn::ResolveType<armnn::DataType::QSymmS16>, 4> |
| 1114 | ResizeBilinearMinTest<armnn::DataType::QSymmS16>( |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 1115 | armnn::IWorkloadFactory& workloadFactory, |
| 1116 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 1117 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 1118 | const armnn::DataLayout dataLayout); |
| 1119 | |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1120 | template LayerTestResult<armnn::ResolveType<armnn::DataType::QSymmS16>, 4> |
| 1121 | ResizeBilinearMagTest<armnn::DataType::QSymmS16>( |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 1122 | armnn::IWorkloadFactory& workloadFactory, |
| 1123 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 1124 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 1125 | const armnn::DataLayout dataLayout); |
| 1126 | |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1127 | template LayerTestResult<armnn::ResolveType<armnn::DataType::QSymmS16>, 4> |
| 1128 | ResizeNearestNeighborNopTest<armnn::DataType::QSymmS16>( |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 1129 | armnn::IWorkloadFactory& workloadFactory, |
| 1130 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 1131 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 1132 | const armnn::DataLayout dataLayout); |
| 1133 | |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1134 | template LayerTestResult<armnn::ResolveType<armnn::DataType::QSymmS16>, 4> |
| 1135 | SimpleResizeNearestNeighborTest<armnn::DataType::QSymmS16>( |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 1136 | armnn::IWorkloadFactory& workloadFactory, |
| 1137 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 1138 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 1139 | const armnn::DataLayout dataLayout); |
| 1140 | |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1141 | template LayerTestResult<armnn::ResolveType<armnn::DataType::QSymmS16>, 4> |
| 1142 | ResizeNearestNeighborSqMinTest<armnn::DataType::QSymmS16>( |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 1143 | armnn::IWorkloadFactory& workloadFactory, |
| 1144 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 1145 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 1146 | const armnn::DataLayout dataLayout); |
| 1147 | |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1148 | template LayerTestResult<armnn::ResolveType<armnn::DataType::QSymmS16>, 4> |
| 1149 | ResizeNearestNeighborMinTest<armnn::DataType::QSymmS16>( |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 1150 | armnn::IWorkloadFactory& workloadFactory, |
| 1151 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 1152 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 1153 | const armnn::DataLayout dataLayout); |
| 1154 | |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1155 | template LayerTestResult<armnn::ResolveType<armnn::DataType::QSymmS16>, 4> |
| 1156 | ResizeNearestNeighborMagTest<armnn::DataType::QSymmS16>( |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 1157 | armnn::IWorkloadFactory& workloadFactory, |
| 1158 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 1159 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 1160 | const armnn::DataLayout dataLayout, |
| 1161 | float inQuantScale, |
| 1162 | int32_t inQuantOffset, |
| 1163 | float outQuantScale, |
| 1164 | int32_t outQuantOffset); |
Teresa Charlin | 686f45c | 2020-07-23 17:59:00 +0100 | [diff] [blame] | 1165 | |
| 1166 | template LayerTestResult<armnn::ResolveType<armnn::DataType::QSymmS16>, 4> |
| 1167 | HalfPixelCentersResizeBilinearTest<armnn::DataType::QSymmS16>( |
| 1168 | armnn::IWorkloadFactory& workloadFactory, |
| 1169 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 1170 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Teresa Charlin | 686f45c | 2020-07-23 17:59:00 +0100 | [diff] [blame] | 1171 | const armnn::DataLayout dataLayout); |
| 1172 | |
| 1173 | template LayerTestResult<armnn::ResolveType<armnn::DataType::QSymmS16>, 4> |
| 1174 | AlignCornersResizeBilinearTest<armnn::DataType::QSymmS16>( |
| 1175 | armnn::IWorkloadFactory& workloadFactory, |
| 1176 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 1177 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Teresa Charlin | 686f45c | 2020-07-23 17:59:00 +0100 | [diff] [blame] | 1178 | const armnn::DataLayout dataLayout); |
| 1179 | |
| 1180 | template LayerTestResult<armnn::ResolveType<armnn::DataType::QSymmS16>, 4> |
| 1181 | HalfPixelCentersResizeNearestNeighbourTest<armnn::DataType::QSymmS16>( |
| 1182 | armnn::IWorkloadFactory& workloadFactory, |
| 1183 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 1184 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Teresa Charlin | 686f45c | 2020-07-23 17:59:00 +0100 | [diff] [blame] | 1185 | const armnn::DataLayout dataLayout); |
| 1186 | |
| 1187 | template LayerTestResult<armnn::ResolveType<armnn::DataType::QSymmS16>, 4> |
| 1188 | AlignCornersResizeNearestNeighbourTest<armnn::DataType::QSymmS16>( |
| 1189 | armnn::IWorkloadFactory& workloadFactory, |
| 1190 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 1191 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Teresa Charlin | 686f45c | 2020-07-23 17:59:00 +0100 | [diff] [blame] | 1192 | const armnn::DataLayout dataLayout); |