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 | |
Colm Donelan | c42a987 | 2022-02-02 16:35:09 +0000 | [diff] [blame] | 8 | #include <armnnUtils/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 | |
Sadik Armagan | a097d2a | 2021-11-24 15:47:28 +0000 | [diff] [blame] | 15 | #include <armnnTestUtils/DataLayoutUtils.hpp> |
| 16 | #include <armnnTestUtils/TensorCopyUtils.hpp> |
Colm Donelan | 0c47974 | 2021-12-10 12:43:54 +0000 | [diff] [blame] | 17 | #include <armnnTestUtils/WorkloadTestUtils.hpp> |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 18 | |
Colm Donelan | c42a987 | 2022-02-02 16:35:09 +0000 | [diff] [blame] | 19 | #include <armnnTestUtils/TensorHelpers.hpp> |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 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 | |
Teresa Charlin | 611c7fb | 2022-01-07 09:47:29 +0000 | [diff] [blame] | 126 | std::unique_ptr<armnn::IWorkload> workload = workloadFactory.CreateWorkload(armnn::LayerType::Resize, |
| 127 | descriptor, |
| 128 | info); |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 129 | |
| 130 | inputHandle->Allocate(); |
| 131 | outputHandle->Allocate(); |
Sadik Armagan | 483c811 | 2021-06-01 09:24:52 +0100 | [diff] [blame] | 132 | CopyDataToITensorHandle(inputHandle.get(), inputData.data()); |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 133 | |
| 134 | workload->PostAllocationConfigure(); |
| 135 | workload->Execute(); |
| 136 | |
Sadik Armagan | 483c811 | 2021-06-01 09:24:52 +0100 | [diff] [blame] | 137 | CopyDataFromITensorHandle(actualOutput.data(), outputHandle.get()); |
| 138 | |
| 139 | return LayerTestResult<T, NumDims>(actualOutput, |
| 140 | expectedOutputData, |
| 141 | outputHandle->GetShape(), |
| 142 | outputInfo.GetShape()); |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 143 | } |
| 144 | |
| 145 | } // anonymous namespace |
| 146 | |
| 147 | // |
| 148 | // Bilinear |
| 149 | // |
| 150 | |
| 151 | template<armnn::DataType ArmnnType, typename T> |
| 152 | LayerTestResult<T, 4> ResizeBilinearNopTest( |
| 153 | armnn::IWorkloadFactory& workloadFactory, |
| 154 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 155 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 156 | const armnn::DataLayout dataLayout) |
| 157 | { |
| 158 | ResizeTestParams testParams; |
| 159 | testParams.m_ResizeMethod = armnn::ResizeMethod::Bilinear; |
| 160 | testParams.m_DataLayout = dataLayout; |
| 161 | |
| 162 | testParams.m_InputShape = { 1, 2, 4, 4 }; |
| 163 | testParams.m_OutputShape = testParams.m_InputShape; |
| 164 | |
| 165 | testParams.m_InputData = |
| 166 | { |
| 167 | 1.0f, 2.0f, 3.0f, 4.0f, |
| 168 | 2.0f, 3.0f, 4.0f, 5.0f, |
| 169 | 3.0f, 4.0f, 5.0f, 6.0f, |
| 170 | 4.0f, 5.0f, 6.0f, 7.0f, |
| 171 | |
| 172 | 1.0f, 2.0f, 3.0f, 4.0f, |
| 173 | 2.0f, 3.0f, 4.0f, 5.0f, |
| 174 | 3.0f, 4.0f, 5.0f, 6.0f, |
| 175 | 4.0f, 5.0f, 6.0f, 7.0f |
| 176 | }; |
| 177 | |
| 178 | testParams.m_ExpectedOutputData = testParams.m_InputData; |
| 179 | |
| 180 | testParams.SetInOutQuantParams(1.5f, 3); |
| 181 | |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 182 | return ResizeTestImpl<4, ArmnnType>(workloadFactory, memoryManager, tensorHandleFactory, testParams); |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 183 | } |
| 184 | |
| 185 | template<armnn::DataType ArmnnType, typename T> |
| 186 | LayerTestResult<T, 4> SimpleResizeBilinearTest( |
| 187 | armnn::IWorkloadFactory& workloadFactory, |
| 188 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 189 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 190 | const armnn::DataLayout dataLayout) |
| 191 | { |
| 192 | ResizeTestParams testParams; |
| 193 | testParams.m_ResizeMethod = armnn::ResizeMethod::Bilinear; |
| 194 | testParams.m_DataLayout = dataLayout; |
| 195 | |
| 196 | testParams.m_InputShape = { 1, 2, 2, 2 }; |
| 197 | testParams.m_OutputShape = { 1, 2, 1, 1 }; |
| 198 | |
| 199 | testParams.m_InputData = |
| 200 | { |
| 201 | 1.0f, 255.0f, |
| 202 | 200.0f, 250.0f, |
| 203 | |
| 204 | 250.0f, 200.0f, |
| 205 | 250.0f, 1.0f |
| 206 | }; |
| 207 | |
| 208 | // The 'resize' operation projects the top-left corner of output texels into the input image, |
| 209 | // then figures out the interpolants and weights. Note this is different to projecting the centre of the |
| 210 | // output texel. Thus, for a input matrix of 2x2, we'll expect the output 1x1 matrix to contain, as |
| 211 | // its single element, the value that was at position (0,0) of the input matrix (rather than an average, |
| 212 | // which we would expect if projecting the centre). |
| 213 | testParams.m_ExpectedOutputData = |
| 214 | { |
| 215 | 1.0f, |
| 216 | |
| 217 | 250.0f |
| 218 | }; |
| 219 | |
| 220 | testParams.SetInOutQuantParams(0.1567f, 1); |
| 221 | |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 222 | return ResizeTestImpl<4, ArmnnType>(workloadFactory, memoryManager, tensorHandleFactory, testParams); |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 223 | } |
| 224 | |
| 225 | template<armnn::DataType ArmnnType, typename T> |
| 226 | LayerTestResult<T, 4> ResizeBilinearSqMinTest( |
| 227 | armnn::IWorkloadFactory& workloadFactory, |
| 228 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 229 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 230 | const armnn::DataLayout dataLayout) |
| 231 | { |
| 232 | ResizeTestParams testParams; |
| 233 | testParams.m_ResizeMethod = armnn::ResizeMethod::Bilinear; |
| 234 | testParams.m_DataLayout = dataLayout; |
| 235 | |
| 236 | testParams.m_InputShape = { 1, 2, 4, 4 }; |
| 237 | testParams.m_OutputShape = { 1, 2, 2, 2 }; |
| 238 | |
| 239 | testParams.m_InputData = |
| 240 | { |
| 241 | 1.0f, 2.0f, 3.0f, 4.0f, |
| 242 | 2.0f, 3.0f, 4.0f, 5.0f, |
| 243 | 3.0f, 4.0f, 5.0f, 6.0f, |
| 244 | 4.0f, 5.0f, 6.0f, 7.0f, |
| 245 | |
| 246 | 7.0f, 6.0f, 5.0f, 4.0f, |
| 247 | 6.0f, 5.0f, 4.0f, 3.0f, |
| 248 | 5.0f, 4.0f, 3.0f, 2.0f, |
| 249 | 4.0f, 3.0f, 2.0f, 1.0f |
| 250 | }; |
| 251 | |
| 252 | testParams.m_ExpectedOutputData = |
| 253 | { |
| 254 | 1.0f, 3.0f, |
| 255 | 3.0f, 5.0f, |
| 256 | |
| 257 | 7.0f, 5.0f, |
| 258 | 5.0f, 3.0f |
| 259 | }; |
| 260 | |
| 261 | testParams.SetInOutQuantParams(3.141592f, 3); |
| 262 | |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 263 | return ResizeTestImpl<4, ArmnnType>(workloadFactory, memoryManager, tensorHandleFactory, testParams); |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 264 | } |
| 265 | |
| 266 | template<armnn::DataType ArmnnType, typename T> |
| 267 | LayerTestResult<T, 4> ResizeBilinearMinTest( |
| 268 | armnn::IWorkloadFactory& workloadFactory, |
| 269 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 270 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 271 | const armnn::DataLayout dataLayout) |
| 272 | { |
| 273 | ResizeTestParams testParams; |
| 274 | testParams.m_ResizeMethod = armnn::ResizeMethod::Bilinear; |
| 275 | testParams.m_DataLayout = dataLayout; |
| 276 | |
| 277 | testParams.m_InputShape = { 1, 2, 3, 5 }; |
| 278 | testParams.m_OutputShape = { 1, 2, 2, 3 }; |
| 279 | |
| 280 | testParams.m_InputData = |
| 281 | { |
| 282 | 1.5f, 3.0f, 4.5f, 6.0f, 7.5f, |
| 283 | 9.0f, 10.5f, 12.0f, 13.5f, 15.0f, |
| 284 | 16.5f, 18.0f, 19.5f, 21.0f, 22.5f, |
| 285 | |
| 286 | 16.5f, 18.0f, 19.5f, 21.0f, 22.5f, |
| 287 | 9.0f, 10.5f, 12.0f, 13.5f, 15.0f, |
| 288 | 1.5f, 3.0f, 4.5f, 6.0f, 7.5f |
| 289 | }; |
| 290 | |
| 291 | testParams.m_ExpectedOutputData = |
| 292 | { |
| 293 | 1.50f, 4.00f, 6.50f, |
| 294 | 12.75f, 15.25f, 17.75f, |
| 295 | |
| 296 | 16.50f, 19.00f, 21.50f, |
| 297 | 5.25f, 7.75f, 10.25f |
| 298 | }; |
| 299 | |
| 300 | testParams.SetInOutQuantParams(1.5f, -1); |
| 301 | |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 302 | return ResizeTestImpl<4, ArmnnType>(workloadFactory, memoryManager, tensorHandleFactory, testParams); |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 303 | } |
| 304 | |
| 305 | template<armnn::DataType ArmnnType, typename T> |
| 306 | LayerTestResult<T, 4> ResizeBilinearMagTest( |
| 307 | armnn::IWorkloadFactory& workloadFactory, |
| 308 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 309 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 310 | const armnn::DataLayout dataLayout) |
| 311 | { |
| 312 | ResizeTestParams testParams; |
| 313 | testParams.m_ResizeMethod = armnn::ResizeMethod::Bilinear; |
| 314 | testParams.m_DataLayout = dataLayout; |
| 315 | |
| 316 | testParams.m_InputShape = { 1, 2, 3, 2 }; |
| 317 | testParams.m_OutputShape = { 1, 2, 3, 5 }; |
| 318 | |
| 319 | testParams.m_InputData = |
| 320 | { |
| 321 | 1.0f, 2.0f, |
| 322 | 13.0f, 21.0f, |
| 323 | 144.0f, 233.0f, |
| 324 | |
| 325 | 233.0f, 144.0f, |
| 326 | 21.0f, 13.0f, |
| 327 | 2.0f, 1.0f |
| 328 | }; |
| 329 | |
| 330 | testParams.m_ExpectedOutputData = |
| 331 | { |
| 332 | 1.0f, 1.4f, 1.8f, 2.0f, 2.0f, |
| 333 | 13.0f, 16.2f, 19.4f, 21.0f, 21.0f, |
| 334 | 144.0f, 179.6f, 215.2f, 233.0f, 233.0f, |
| 335 | |
| 336 | 233.0f, 197.4f, 161.8f, 144.0f, 144.0f, |
| 337 | 21.0f, 17.8f, 14.6f, 13.0f, 13.0f, |
| 338 | 2.0f, 1.6f, 1.2f, 1.0f, 1.0f |
| 339 | }; |
| 340 | |
| 341 | testParams.SetInQuantParams(1.0f, 0); |
| 342 | |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 343 | return ResizeTestImpl<4, ArmnnType>(workloadFactory, memoryManager, tensorHandleFactory, testParams); |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 344 | } |
| 345 | |
| 346 | // |
| 347 | // NearestNeighbor |
| 348 | // |
| 349 | |
| 350 | template<armnn::DataType ArmnnType, typename T> |
| 351 | LayerTestResult<T, 4> ResizeNearestNeighborNopTest( |
| 352 | armnn::IWorkloadFactory& workloadFactory, |
| 353 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 354 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 355 | const armnn::DataLayout dataLayout) |
| 356 | { |
| 357 | ResizeTestParams testParams; |
| 358 | testParams.m_ResizeMethod = armnn::ResizeMethod::NearestNeighbor; |
| 359 | testParams.m_DataLayout = dataLayout; |
| 360 | |
| 361 | testParams.m_InputShape = { 1, 2, 4, 4 }; |
| 362 | testParams.m_OutputShape = testParams.m_InputShape; |
| 363 | |
| 364 | testParams.m_InputData = |
| 365 | { |
| 366 | 1.0f, 2.0f, 3.0f, 4.0f, |
| 367 | 2.0f, 3.0f, 4.0f, 5.0f, |
| 368 | 3.0f, 4.0f, 5.0f, 6.0f, |
| 369 | 4.0f, 5.0f, 6.0f, 7.0f, |
| 370 | |
| 371 | 1.0f, 2.0f, 3.0f, 4.0f, |
| 372 | 2.0f, 3.0f, 4.0f, 5.0f, |
| 373 | 3.0f, 4.0f, 5.0f, 6.0f, |
| 374 | 4.0f, 5.0f, 6.0f, 7.0f |
| 375 | }; |
| 376 | |
| 377 | testParams.m_ExpectedOutputData = testParams.m_InputData; |
| 378 | |
| 379 | testParams.SetInOutQuantParams(1.5f, 3); |
| 380 | |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 381 | return ResizeTestImpl<4, ArmnnType>(workloadFactory, memoryManager, tensorHandleFactory, testParams); |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 382 | } |
| 383 | |
| 384 | template<armnn::DataType ArmnnType, typename T> |
| 385 | LayerTestResult<T, 4> SimpleResizeNearestNeighborTest( |
| 386 | armnn::IWorkloadFactory& workloadFactory, |
| 387 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 388 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 389 | const armnn::DataLayout dataLayout) |
| 390 | { |
| 391 | ResizeTestParams testParams; |
| 392 | testParams.m_ResizeMethod = armnn::ResizeMethod::NearestNeighbor; |
| 393 | testParams.m_DataLayout = dataLayout; |
| 394 | |
| 395 | testParams.m_InputShape = { 1, 2, 2, 2 }; |
| 396 | testParams.m_OutputShape = { 1, 2, 1, 1 }; |
| 397 | |
| 398 | testParams.m_InputData = |
| 399 | { |
| 400 | 1.0f, 255.0f, |
| 401 | 200.0f, 250.0f, |
| 402 | |
| 403 | 250.0f, 200.0f, |
| 404 | 250.0f, 1.0f |
| 405 | }; |
| 406 | |
| 407 | // The 'resize' operation projects the top-left corner of output texels into the input image, |
| 408 | // then figures out the interpolants and weights. Note this is different to projecting the centre of the |
| 409 | // output texel. Thus, for a input matrix of 2x2, we'll expect the output 1x1 matrix to contain, as |
| 410 | // its single element, the value that was at position (0,0) of the input matrix (rather than an average, |
| 411 | // which we would expect if projecting the centre). |
| 412 | testParams.m_ExpectedOutputData = |
| 413 | { |
| 414 | 1.0f, |
| 415 | |
| 416 | 250.0f |
| 417 | }; |
| 418 | |
| 419 | testParams.SetInOutQuantParams(0.1567f, 1); |
| 420 | |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 421 | return ResizeTestImpl<4, ArmnnType>(workloadFactory, memoryManager, tensorHandleFactory, testParams); |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 422 | } |
| 423 | |
| 424 | template<armnn::DataType ArmnnType, typename T> |
| 425 | LayerTestResult<T, 4> ResizeNearestNeighborSqMinTest( |
| 426 | armnn::IWorkloadFactory& workloadFactory, |
| 427 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 428 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 429 | const armnn::DataLayout dataLayout) |
| 430 | { |
| 431 | ResizeTestParams testParams; |
| 432 | testParams.m_ResizeMethod = armnn::ResizeMethod::NearestNeighbor; |
| 433 | testParams.m_DataLayout = dataLayout; |
| 434 | |
| 435 | testParams.m_InputShape = { 1, 2, 4, 4 }; |
| 436 | testParams.m_OutputShape = { 1, 2, 2, 2 }; |
| 437 | |
| 438 | testParams.m_InputData = |
| 439 | { |
| 440 | 1.0f, 2.0f, 3.0f, 4.0f, |
| 441 | 2.0f, 3.0f, 4.0f, 5.0f, |
| 442 | 3.0f, 4.0f, 5.0f, 6.0f, |
| 443 | 4.0f, 5.0f, 6.0f, 7.0f, |
| 444 | |
| 445 | 7.0f, 6.0f, 5.0f, 4.0f, |
| 446 | 6.0f, 5.0f, 4.0f, 3.0f, |
| 447 | 5.0f, 4.0f, 3.0f, 2.0f, |
| 448 | 4.0f, 3.0f, 2.0f, 1.0f |
| 449 | }; |
| 450 | |
| 451 | testParams.m_ExpectedOutputData = |
| 452 | { |
| 453 | 1.0f, 3.0f, |
| 454 | 3.0f, 5.0f, |
| 455 | |
| 456 | 7.0f, 5.0f, |
| 457 | 5.0f, 3.0f |
| 458 | }; |
| 459 | |
| 460 | testParams.SetInOutQuantParams(3.141592f, 3); |
| 461 | |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 462 | return ResizeTestImpl<4, ArmnnType>(workloadFactory, memoryManager, tensorHandleFactory, testParams); |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 463 | } |
| 464 | |
| 465 | template<armnn::DataType ArmnnType, typename T> |
| 466 | LayerTestResult<T, 4> ResizeNearestNeighborMinTest( |
| 467 | armnn::IWorkloadFactory& workloadFactory, |
| 468 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 469 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 470 | const armnn::DataLayout dataLayout) |
| 471 | { |
| 472 | ResizeTestParams testParams; |
| 473 | testParams.m_ResizeMethod = armnn::ResizeMethod::NearestNeighbor; |
| 474 | testParams.m_DataLayout = dataLayout; |
| 475 | |
| 476 | testParams.m_InputShape = { 1, 2, 3, 5 }; |
| 477 | testParams.m_OutputShape = { 1, 2, 2, 3 }; |
| 478 | |
| 479 | testParams.m_InputData = |
| 480 | { |
| 481 | 1.5f, 3.0f, 4.5f, 6.0f, 7.5f, |
| 482 | 9.0f, 10.5f, 12.0f, 13.5f, 15.0f, |
| 483 | 16.5f, 18.0f, 19.5f, 21.0f, 22.5f, |
| 484 | |
| 485 | 16.5f, 18.0f, 19.5f, 21.0f, 22.5f, |
| 486 | 9.0f, 10.5f, 12.0f, 13.5f, 15.0f, |
| 487 | 1.5f, 3.0f, 4.5f, 6.0f, 7.5f |
| 488 | }; |
| 489 | |
| 490 | testParams.m_ExpectedOutputData = |
| 491 | { |
| 492 | 1.5f, 3.0f, 6.0f, |
| 493 | 9.0f, 10.5f, 13.5f, |
| 494 | |
| 495 | 16.5f, 18.0f, 21.0f, |
| 496 | 9.0f, 10.5f, 13.5f |
| 497 | }; |
| 498 | |
| 499 | testParams.SetInOutQuantParams(1.5f, -1); |
| 500 | |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 501 | return ResizeTestImpl<4, ArmnnType>(workloadFactory, memoryManager, tensorHandleFactory, testParams); |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 502 | } |
| 503 | |
| 504 | template<armnn::DataType ArmnnType, typename T> |
| 505 | LayerTestResult<T, 4> ResizeNearestNeighborMagTest( |
| 506 | armnn::IWorkloadFactory& workloadFactory, |
| 507 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 508 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 509 | const armnn::DataLayout dataLayout, |
| 510 | float inQuantScale, |
| 511 | int32_t inQuantOffset, |
| 512 | float outQuantScale, |
| 513 | int32_t outQuantOffset) |
| 514 | { |
| 515 | ResizeTestParams testParams; |
| 516 | testParams.m_ResizeMethod = armnn::ResizeMethod::NearestNeighbor; |
| 517 | testParams.m_DataLayout = dataLayout; |
| 518 | |
| 519 | testParams.m_InputShape = { 1, 2, 3, 2 }; |
| 520 | testParams.m_OutputShape = { 1, 2, 3, 5 }; |
| 521 | |
| 522 | testParams.m_InputData = |
| 523 | { |
| 524 | 0.183005f, 2.379065f, |
| 525 | 1.054970f, 1.302565f, |
| 526 | 2.400595f, 0.688960f, |
| 527 | |
| 528 | 2.400595f, 0.688960f, |
| 529 | 1.054970f, 1.302565f, |
| 530 | 0.183005f, 2.379065f, |
| 531 | }; |
| 532 | |
| 533 | testParams.m_ExpectedOutputData = |
| 534 | { |
| 535 | 0.183005f, 0.183005f, 0.183005f, 2.379065f, 2.379065f, |
| 536 | 1.054970f, 1.054970f, 1.054970f, 1.302565f, 1.302565f, |
| 537 | 2.400595f, 2.400595f, 2.400595f, 0.688960f, 0.688960f, |
| 538 | |
| 539 | 2.400595f, 2.400595f, 2.400595f, 0.688960f, 0.688960f, |
| 540 | 1.054970f, 1.054970f, 1.054970f, 1.302565f, 1.302565f, |
| 541 | 0.183005f, 0.183005f, 0.183005f, 2.379065f, 2.379065f |
| 542 | }; |
| 543 | |
| 544 | testParams.SetInQuantParams(inQuantScale, inQuantOffset); |
| 545 | testParams.SetOutQuantParams(outQuantScale, outQuantOffset); |
| 546 | |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 547 | return ResizeTestImpl<4, ArmnnType>(workloadFactory, memoryManager, tensorHandleFactory, testParams); |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 548 | } |
| 549 | |
David Monahan | ab21975 | 2020-06-19 16:43:48 +0100 | [diff] [blame] | 550 | template<armnn::DataType ArmnnType, typename T> |
| 551 | LayerTestResult<T, 4> HalfPixelCentersResizeBilinearTest( |
| 552 | armnn::IWorkloadFactory& workloadFactory, |
| 553 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 554 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
David Monahan | ab21975 | 2020-06-19 16:43:48 +0100 | [diff] [blame] | 555 | const armnn::DataLayout dataLayout) |
| 556 | { |
| 557 | ResizeTestParams testParams; |
| 558 | testParams.m_ResizeMethod = armnn::ResizeMethod::Bilinear; |
| 559 | testParams.m_DataLayout = dataLayout; |
| 560 | testParams.m_HalfPixelCenters = true; |
| 561 | |
| 562 | testParams.m_InputShape = { 2, 1, 2, 2 }; |
| 563 | testParams.m_OutputShape = { 2, 1, 3, 3 }; |
| 564 | |
| 565 | testParams.m_InputData = |
| 566 | { |
| 567 | 1.0f, 2.0f, |
| 568 | 3.0f, 4.0f, |
| 569 | |
| 570 | 1.0f, 2.0f, |
| 571 | 3.0f, 4.0f |
| 572 | }; |
| 573 | |
| 574 | testParams.m_ExpectedOutputData = |
| 575 | { |
| 576 | 1.0f, 1.5f, 2.0f, |
| 577 | 2.0f, 2.5f, 3.0f, |
| 578 | 3.0f, 3.5f, 4.0f, |
| 579 | |
| 580 | 1.0f, 1.5f, 2.0f, |
| 581 | 2.0f, 2.5f, 3.0f, |
| 582 | 3.0f, 3.5f, 4.0f, |
| 583 | }; |
| 584 | |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 585 | return ResizeTestImpl<4, ArmnnType>(workloadFactory, memoryManager, tensorHandleFactory, testParams); |
David Monahan | ab21975 | 2020-06-19 16:43:48 +0100 | [diff] [blame] | 586 | } |
| 587 | |
| 588 | template<armnn::DataType ArmnnType, typename T> |
| 589 | LayerTestResult<T, 4> AlignCornersResizeBilinearTest( |
| 590 | armnn::IWorkloadFactory& workloadFactory, |
| 591 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 592 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
David Monahan | ab21975 | 2020-06-19 16:43:48 +0100 | [diff] [blame] | 593 | const armnn::DataLayout dataLayout) |
| 594 | { |
| 595 | ResizeTestParams testParams; |
| 596 | testParams.m_ResizeMethod = armnn::ResizeMethod::Bilinear; |
| 597 | testParams.m_DataLayout = dataLayout; |
| 598 | testParams.m_AlignCorners = true; |
| 599 | |
| 600 | testParams.m_InputShape = { 1, 1, 2, 2 }; |
| 601 | testParams.m_OutputShape = { 1, 1, 1, 1 }; |
| 602 | |
| 603 | testParams.m_InputData = |
| 604 | { |
| 605 | 1.0f, 2.0f, |
| 606 | 3.0f, 4.0f, |
| 607 | }; |
| 608 | |
| 609 | testParams.m_ExpectedOutputData = |
| 610 | { |
| 611 | 1.0f |
| 612 | }; |
| 613 | |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 614 | return ResizeTestImpl<4, ArmnnType>(workloadFactory, memoryManager, tensorHandleFactory, testParams); |
David Monahan | ab21975 | 2020-06-19 16:43:48 +0100 | [diff] [blame] | 615 | } |
| 616 | |
| 617 | template<armnn::DataType ArmnnType, typename T> |
| 618 | LayerTestResult<T, 4> HalfPixelCentersResizeNearestNeighbourTest( |
| 619 | armnn::IWorkloadFactory& workloadFactory, |
| 620 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 621 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
David Monahan | ab21975 | 2020-06-19 16:43:48 +0100 | [diff] [blame] | 622 | const armnn::DataLayout dataLayout) |
| 623 | { |
| 624 | ResizeTestParams testParams; |
| 625 | testParams.m_ResizeMethod = armnn::ResizeMethod::NearestNeighbor; |
| 626 | testParams.m_DataLayout = dataLayout; |
| 627 | testParams.m_HalfPixelCenters = true; |
| 628 | |
| 629 | testParams.m_InputShape = { 1, 1, 2, 5 }; |
| 630 | testParams.m_OutputShape = { 1, 1, 2, 2 }; |
| 631 | |
| 632 | testParams.m_InputData = |
| 633 | { |
| 634 | 1.0f, 2.0f, 3.0f, 4.0f, 5.0f, |
| 635 | |
| 636 | 1.0f, 2.0f, 3.0f, 4.0f, 5.0f |
| 637 | }; |
| 638 | |
| 639 | testParams.m_ExpectedOutputData = |
| 640 | { |
| 641 | 2.0f, 4.0f, |
| 642 | 2.0f, 4.0f |
| 643 | }; |
| 644 | |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 645 | return ResizeTestImpl<4, ArmnnType>(workloadFactory, memoryManager, tensorHandleFactory, testParams); |
David Monahan | ab21975 | 2020-06-19 16:43:48 +0100 | [diff] [blame] | 646 | } |
| 647 | |
| 648 | template<armnn::DataType ArmnnType, typename T> |
| 649 | LayerTestResult<T, 4> AlignCornersResizeNearestNeighbourTest( |
| 650 | armnn::IWorkloadFactory& workloadFactory, |
| 651 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 652 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
David Monahan | ab21975 | 2020-06-19 16:43:48 +0100 | [diff] [blame] | 653 | const armnn::DataLayout dataLayout) |
| 654 | { |
| 655 | ResizeTestParams testParams; |
| 656 | testParams.m_ResizeMethod = armnn::ResizeMethod::NearestNeighbor; |
| 657 | testParams.m_DataLayout = dataLayout; |
| 658 | testParams.m_AlignCorners = true; |
| 659 | |
| 660 | testParams.m_InputShape = { 1, 1, 2, 2 }; |
| 661 | testParams.m_OutputShape = { 1, 1, 1, 1 }; |
| 662 | |
| 663 | testParams.m_InputData = |
| 664 | { |
| 665 | 1.0f, 2.0f, |
| 666 | 3.0f, 4.0f, |
| 667 | }; |
| 668 | |
| 669 | testParams.m_ExpectedOutputData = |
| 670 | { |
| 671 | 1.0f |
| 672 | }; |
| 673 | |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 674 | return ResizeTestImpl<4, ArmnnType>(workloadFactory, memoryManager, tensorHandleFactory, testParams); |
David Monahan | ab21975 | 2020-06-19 16:43:48 +0100 | [diff] [blame] | 675 | } |
| 676 | |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 677 | // |
| 678 | // Explicit template instantiations |
| 679 | // |
| 680 | |
| 681 | // Float32 |
| 682 | template LayerTestResult<armnn::ResolveType<armnn::DataType::Float32>, 4> |
| 683 | ResizeBilinearNopTest<armnn::DataType::Float32>( |
| 684 | armnn::IWorkloadFactory& workloadFactory, |
| 685 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 686 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 687 | const armnn::DataLayout dataLayout); |
| 688 | |
| 689 | template LayerTestResult<armnn::ResolveType<armnn::DataType::Float32>, 4> |
| 690 | SimpleResizeBilinearTest<armnn::DataType::Float32>( |
| 691 | armnn::IWorkloadFactory& workloadFactory, |
| 692 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 693 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 694 | const armnn::DataLayout dataLayout); |
| 695 | |
| 696 | template LayerTestResult<armnn::ResolveType<armnn::DataType::Float32>, 4> |
| 697 | ResizeBilinearSqMinTest<armnn::DataType::Float32>( |
| 698 | armnn::IWorkloadFactory& workloadFactory, |
| 699 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 700 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 701 | const armnn::DataLayout dataLayout); |
| 702 | |
| 703 | template LayerTestResult<armnn::ResolveType<armnn::DataType::Float32>, 4> |
| 704 | ResizeBilinearMinTest<armnn::DataType::Float32>( |
| 705 | armnn::IWorkloadFactory& workloadFactory, |
| 706 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 707 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 708 | const armnn::DataLayout dataLayout); |
| 709 | |
| 710 | template LayerTestResult<armnn::ResolveType<armnn::DataType::Float32>, 4> |
| 711 | ResizeBilinearMagTest<armnn::DataType::Float32>( |
| 712 | armnn::IWorkloadFactory& workloadFactory, |
| 713 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 714 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 715 | const armnn::DataLayout dataLayout); |
| 716 | |
| 717 | template LayerTestResult<armnn::ResolveType<armnn::DataType::Float32>, 4> |
| 718 | ResizeNearestNeighborNopTest<armnn::DataType::Float32>( |
| 719 | armnn::IWorkloadFactory& workloadFactory, |
| 720 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 721 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 722 | const armnn::DataLayout dataLayout); |
| 723 | |
| 724 | template LayerTestResult<armnn::ResolveType<armnn::DataType::Float32>, 4> |
| 725 | SimpleResizeNearestNeighborTest<armnn::DataType::Float32>( |
| 726 | armnn::IWorkloadFactory& workloadFactory, |
| 727 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 728 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 729 | const armnn::DataLayout dataLayout); |
| 730 | |
| 731 | template LayerTestResult<armnn::ResolveType<armnn::DataType::Float32>, 4> |
| 732 | ResizeNearestNeighborSqMinTest<armnn::DataType::Float32>( |
| 733 | armnn::IWorkloadFactory& workloadFactory, |
| 734 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 735 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 736 | const armnn::DataLayout dataLayout); |
| 737 | |
| 738 | template LayerTestResult<armnn::ResolveType<armnn::DataType::Float32>, 4> |
| 739 | ResizeNearestNeighborMinTest<armnn::DataType::Float32>( |
| 740 | armnn::IWorkloadFactory& workloadFactory, |
| 741 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 742 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 743 | const armnn::DataLayout dataLayout); |
| 744 | |
| 745 | template LayerTestResult<armnn::ResolveType<armnn::DataType::Float32>, 4> |
| 746 | ResizeNearestNeighborMagTest<armnn::DataType::Float32>( |
| 747 | armnn::IWorkloadFactory& workloadFactory, |
| 748 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 749 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 750 | const armnn::DataLayout dataLayout, |
| 751 | float inQuantScale, |
| 752 | int32_t inQuantOffset, |
| 753 | float outQuantScale, |
| 754 | int32_t outQuantOffset); |
| 755 | |
David Monahan | ab21975 | 2020-06-19 16:43:48 +0100 | [diff] [blame] | 756 | template LayerTestResult<armnn::ResolveType<armnn::DataType::Float32>, 4> |
| 757 | HalfPixelCentersResizeBilinearTest<armnn::DataType::Float32>( |
| 758 | armnn::IWorkloadFactory& workloadFactory, |
| 759 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 760 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
David Monahan | ab21975 | 2020-06-19 16:43:48 +0100 | [diff] [blame] | 761 | const armnn::DataLayout dataLayout); |
| 762 | |
| 763 | template LayerTestResult<armnn::ResolveType<armnn::DataType::Float32>, 4> |
| 764 | AlignCornersResizeBilinearTest<armnn::DataType::Float32>( |
| 765 | armnn::IWorkloadFactory& workloadFactory, |
| 766 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 767 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
David Monahan | ab21975 | 2020-06-19 16:43:48 +0100 | [diff] [blame] | 768 | const armnn::DataLayout dataLayout); |
| 769 | |
| 770 | template LayerTestResult<armnn::ResolveType<armnn::DataType::Float32>, 4> |
| 771 | HalfPixelCentersResizeNearestNeighbourTest<armnn::DataType::Float32>( |
| 772 | armnn::IWorkloadFactory& workloadFactory, |
| 773 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 774 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
David Monahan | ab21975 | 2020-06-19 16:43:48 +0100 | [diff] [blame] | 775 | const armnn::DataLayout dataLayout); |
| 776 | |
| 777 | template LayerTestResult<armnn::ResolveType<armnn::DataType::Float32>, 4> |
| 778 | AlignCornersResizeNearestNeighbourTest<armnn::DataType::Float32>( |
| 779 | armnn::IWorkloadFactory& workloadFactory, |
| 780 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 781 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
David Monahan | ab21975 | 2020-06-19 16:43:48 +0100 | [diff] [blame] | 782 | const armnn::DataLayout dataLayout); |
| 783 | |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 784 | // Float16 |
| 785 | template LayerTestResult<armnn::ResolveType<armnn::DataType::Float16>, 4> |
| 786 | ResizeBilinearNopTest<armnn::DataType::Float16>( |
| 787 | armnn::IWorkloadFactory& workloadFactory, |
| 788 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 789 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 790 | const armnn::DataLayout dataLayout); |
| 791 | |
| 792 | template LayerTestResult<armnn::ResolveType<armnn::DataType::Float16>, 4> |
| 793 | SimpleResizeBilinearTest<armnn::DataType::Float16>( |
| 794 | armnn::IWorkloadFactory& workloadFactory, |
| 795 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 796 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 797 | const armnn::DataLayout dataLayout); |
| 798 | |
| 799 | template LayerTestResult<armnn::ResolveType<armnn::DataType::Float16>, 4> |
| 800 | ResizeBilinearSqMinTest<armnn::DataType::Float16>( |
| 801 | armnn::IWorkloadFactory& workloadFactory, |
| 802 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 803 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 804 | const armnn::DataLayout dataLayout); |
| 805 | |
| 806 | template LayerTestResult<armnn::ResolveType<armnn::DataType::Float16>, 4> |
| 807 | ResizeBilinearMinTest<armnn::DataType::Float16>( |
| 808 | armnn::IWorkloadFactory& workloadFactory, |
| 809 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 810 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 811 | const armnn::DataLayout dataLayout); |
| 812 | |
| 813 | template LayerTestResult<armnn::ResolveType<armnn::DataType::Float16>, 4> |
| 814 | ResizeBilinearMagTest<armnn::DataType::Float16>( |
| 815 | armnn::IWorkloadFactory& workloadFactory, |
| 816 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 817 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 818 | const armnn::DataLayout dataLayout); |
| 819 | |
| 820 | template LayerTestResult<armnn::ResolveType<armnn::DataType::Float16>, 4> |
| 821 | ResizeNearestNeighborNopTest<armnn::DataType::Float16>( |
| 822 | armnn::IWorkloadFactory& workloadFactory, |
| 823 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 824 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 825 | const armnn::DataLayout dataLayout); |
| 826 | |
| 827 | template LayerTestResult<armnn::ResolveType<armnn::DataType::Float16>, 4> |
| 828 | SimpleResizeNearestNeighborTest<armnn::DataType::Float16>( |
| 829 | armnn::IWorkloadFactory& workloadFactory, |
| 830 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 831 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 832 | const armnn::DataLayout dataLayout); |
| 833 | |
| 834 | template LayerTestResult<armnn::ResolveType<armnn::DataType::Float16>, 4> |
| 835 | ResizeNearestNeighborSqMinTest<armnn::DataType::Float16>( |
| 836 | armnn::IWorkloadFactory& workloadFactory, |
| 837 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 838 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 839 | const armnn::DataLayout dataLayout); |
| 840 | |
| 841 | template LayerTestResult<armnn::ResolveType<armnn::DataType::Float16>, 4> |
| 842 | ResizeNearestNeighborMinTest<armnn::DataType::Float16>( |
| 843 | armnn::IWorkloadFactory& workloadFactory, |
| 844 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 845 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 846 | const armnn::DataLayout dataLayout); |
| 847 | |
| 848 | template LayerTestResult<armnn::ResolveType<armnn::DataType::Float16>, 4> |
| 849 | ResizeNearestNeighborMagTest<armnn::DataType::Float16>( |
| 850 | armnn::IWorkloadFactory& workloadFactory, |
| 851 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 852 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 853 | const armnn::DataLayout dataLayout, |
| 854 | float inQuantScale, |
| 855 | int32_t inQuantOffset, |
| 856 | float outQuantScale, |
| 857 | int32_t outQuantOffset); |
| 858 | |
Teresa Charlin | 686f45c | 2020-07-23 17:59:00 +0100 | [diff] [blame] | 859 | template LayerTestResult<armnn::ResolveType<armnn::DataType::Float16>, 4> |
| 860 | HalfPixelCentersResizeBilinearTest<armnn::DataType::Float16>( |
| 861 | armnn::IWorkloadFactory& workloadFactory, |
| 862 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 863 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Teresa Charlin | 686f45c | 2020-07-23 17:59:00 +0100 | [diff] [blame] | 864 | const armnn::DataLayout dataLayout); |
| 865 | |
| 866 | template LayerTestResult<armnn::ResolveType<armnn::DataType::Float16>, 4> |
| 867 | AlignCornersResizeBilinearTest<armnn::DataType::Float16>( |
| 868 | armnn::IWorkloadFactory& workloadFactory, |
| 869 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 870 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Teresa Charlin | 686f45c | 2020-07-23 17:59:00 +0100 | [diff] [blame] | 871 | const armnn::DataLayout dataLayout); |
| 872 | |
| 873 | template LayerTestResult<armnn::ResolveType<armnn::DataType::Float16>, 4> |
| 874 | HalfPixelCentersResizeNearestNeighbourTest<armnn::DataType::Float16>( |
| 875 | armnn::IWorkloadFactory& workloadFactory, |
| 876 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 877 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Teresa Charlin | 686f45c | 2020-07-23 17:59:00 +0100 | [diff] [blame] | 878 | const armnn::DataLayout dataLayout); |
| 879 | |
| 880 | template LayerTestResult<armnn::ResolveType<armnn::DataType::Float16>, 4> |
| 881 | AlignCornersResizeNearestNeighbourTest<armnn::DataType::Float16>( |
| 882 | armnn::IWorkloadFactory& workloadFactory, |
| 883 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 884 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Teresa Charlin | 686f45c | 2020-07-23 17:59:00 +0100 | [diff] [blame] | 885 | const armnn::DataLayout dataLayout); |
| 886 | |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 887 | // QAsymm8 |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 888 | template LayerTestResult<armnn::ResolveType<armnn::DataType::QAsymmU8>, 4> |
| 889 | ResizeBilinearNopTest<armnn::DataType::QAsymmU8>( |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 890 | armnn::IWorkloadFactory& workloadFactory, |
| 891 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 892 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 893 | const armnn::DataLayout dataLayout); |
| 894 | |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 895 | template LayerTestResult<armnn::ResolveType<armnn::DataType::QAsymmU8>, 4> |
| 896 | SimpleResizeBilinearTest<armnn::DataType::QAsymmU8>( |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 897 | armnn::IWorkloadFactory& workloadFactory, |
| 898 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 899 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 900 | const armnn::DataLayout dataLayout); |
| 901 | |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 902 | template LayerTestResult<armnn::ResolveType<armnn::DataType::QAsymmU8>, 4> |
| 903 | ResizeBilinearSqMinTest<armnn::DataType::QAsymmU8>( |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 904 | armnn::IWorkloadFactory& workloadFactory, |
| 905 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 906 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 907 | const armnn::DataLayout dataLayout); |
| 908 | |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 909 | template LayerTestResult<armnn::ResolveType<armnn::DataType::QAsymmU8>, 4> |
| 910 | ResizeBilinearMinTest<armnn::DataType::QAsymmU8>( |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 911 | armnn::IWorkloadFactory& workloadFactory, |
| 912 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 913 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 914 | const armnn::DataLayout dataLayout); |
| 915 | |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 916 | template LayerTestResult<armnn::ResolveType<armnn::DataType::QAsymmU8>, 4> |
| 917 | ResizeBilinearMagTest<armnn::DataType::QAsymmU8>( |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 918 | armnn::IWorkloadFactory& workloadFactory, |
| 919 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 920 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 921 | const armnn::DataLayout dataLayout); |
| 922 | |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 923 | template LayerTestResult<armnn::ResolveType<armnn::DataType::QAsymmU8>, 4> |
| 924 | ResizeNearestNeighborNopTest<armnn::DataType::QAsymmU8>( |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 925 | armnn::IWorkloadFactory& workloadFactory, |
| 926 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 927 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 928 | const armnn::DataLayout dataLayout); |
| 929 | |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 930 | template LayerTestResult<armnn::ResolveType<armnn::DataType::QAsymmU8>, 4> |
| 931 | SimpleResizeNearestNeighborTest<armnn::DataType::QAsymmU8>( |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 932 | armnn::IWorkloadFactory& workloadFactory, |
| 933 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 934 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 935 | const armnn::DataLayout dataLayout); |
| 936 | |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 937 | template LayerTestResult<armnn::ResolveType<armnn::DataType::QAsymmU8>, 4> |
| 938 | ResizeNearestNeighborSqMinTest<armnn::DataType::QAsymmU8>( |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 939 | armnn::IWorkloadFactory& workloadFactory, |
| 940 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 941 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 942 | const armnn::DataLayout dataLayout); |
| 943 | |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 944 | template LayerTestResult<armnn::ResolveType<armnn::DataType::QAsymmU8>, 4> |
| 945 | ResizeNearestNeighborMinTest<armnn::DataType::QAsymmU8>( |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 946 | armnn::IWorkloadFactory& workloadFactory, |
| 947 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 948 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 949 | const armnn::DataLayout dataLayout); |
| 950 | |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 951 | template LayerTestResult<armnn::ResolveType<armnn::DataType::QAsymmU8>, 4> |
| 952 | ResizeNearestNeighborMagTest<armnn::DataType::QAsymmU8>( |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 953 | armnn::IWorkloadFactory& workloadFactory, |
| 954 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 955 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 956 | const armnn::DataLayout dataLayout, |
| 957 | float inQuantScale, |
| 958 | int32_t inQuantOffset, |
| 959 | float outQuantScale, |
| 960 | int32_t outQuantOffset); |
| 961 | |
Teresa Charlin | 686f45c | 2020-07-23 17:59:00 +0100 | [diff] [blame] | 962 | template LayerTestResult<armnn::ResolveType<armnn::DataType::QAsymmS8>, 4> |
| 963 | HalfPixelCentersResizeBilinearTest<armnn::DataType::QAsymmS8>( |
| 964 | armnn::IWorkloadFactory& workloadFactory, |
| 965 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 966 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Teresa Charlin | 686f45c | 2020-07-23 17:59:00 +0100 | [diff] [blame] | 967 | const armnn::DataLayout dataLayout); |
| 968 | |
| 969 | template LayerTestResult<armnn::ResolveType<armnn::DataType::QAsymmS8>, 4> |
| 970 | AlignCornersResizeBilinearTest<armnn::DataType::QAsymmS8>( |
| 971 | armnn::IWorkloadFactory& workloadFactory, |
| 972 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 973 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Teresa Charlin | 686f45c | 2020-07-23 17:59:00 +0100 | [diff] [blame] | 974 | const armnn::DataLayout dataLayout); |
| 975 | |
| 976 | template LayerTestResult<armnn::ResolveType<armnn::DataType::QAsymmS8>, 4> |
| 977 | HalfPixelCentersResizeNearestNeighbourTest<armnn::DataType::QAsymmS8>( |
| 978 | armnn::IWorkloadFactory& workloadFactory, |
| 979 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 980 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Teresa Charlin | 686f45c | 2020-07-23 17:59:00 +0100 | [diff] [blame] | 981 | const armnn::DataLayout dataLayout); |
| 982 | |
| 983 | template LayerTestResult<armnn::ResolveType<armnn::DataType::QAsymmS8>, 4> |
| 984 | AlignCornersResizeNearestNeighbourTest<armnn::DataType::QAsymmS8>( |
| 985 | armnn::IWorkloadFactory& workloadFactory, |
| 986 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 987 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Teresa Charlin | 686f45c | 2020-07-23 17:59:00 +0100 | [diff] [blame] | 988 | const armnn::DataLayout dataLayout); |
| 989 | |
Sadik Armagan | 303980c | 2020-04-17 12:45:14 +0100 | [diff] [blame] | 990 | // QAsymmS8 |
| 991 | template LayerTestResult<armnn::ResolveType<armnn::DataType::QAsymmS8>, 4> |
| 992 | ResizeBilinearNopTest<armnn::DataType::QAsymmS8>( |
| 993 | armnn::IWorkloadFactory& workloadFactory, |
| 994 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 995 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Sadik Armagan | 303980c | 2020-04-17 12:45:14 +0100 | [diff] [blame] | 996 | const armnn::DataLayout dataLayout); |
| 997 | |
| 998 | template LayerTestResult<armnn::ResolveType<armnn::DataType::QAsymmS8>, 4> |
| 999 | SimpleResizeBilinearTest<armnn::DataType::QAsymmS8>( |
| 1000 | armnn::IWorkloadFactory& workloadFactory, |
| 1001 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 1002 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Sadik Armagan | 303980c | 2020-04-17 12:45:14 +0100 | [diff] [blame] | 1003 | const armnn::DataLayout dataLayout); |
| 1004 | |
| 1005 | template LayerTestResult<armnn::ResolveType<armnn::DataType::QAsymmS8>, 4> |
| 1006 | ResizeBilinearSqMinTest<armnn::DataType::QAsymmS8>( |
| 1007 | armnn::IWorkloadFactory& workloadFactory, |
| 1008 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 1009 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Sadik Armagan | 303980c | 2020-04-17 12:45:14 +0100 | [diff] [blame] | 1010 | const armnn::DataLayout dataLayout); |
| 1011 | |
| 1012 | template LayerTestResult<armnn::ResolveType<armnn::DataType::QAsymmS8>, 4> |
| 1013 | ResizeBilinearMinTest<armnn::DataType::QAsymmS8>( |
| 1014 | armnn::IWorkloadFactory& workloadFactory, |
| 1015 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 1016 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Sadik Armagan | 303980c | 2020-04-17 12:45:14 +0100 | [diff] [blame] | 1017 | const armnn::DataLayout dataLayout); |
| 1018 | |
| 1019 | template LayerTestResult<armnn::ResolveType<armnn::DataType::QAsymmS8>, 4> |
| 1020 | ResizeBilinearMagTest<armnn::DataType::QAsymmS8>( |
| 1021 | armnn::IWorkloadFactory& workloadFactory, |
| 1022 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 1023 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Sadik Armagan | 303980c | 2020-04-17 12:45:14 +0100 | [diff] [blame] | 1024 | const armnn::DataLayout dataLayout); |
| 1025 | |
| 1026 | template LayerTestResult<armnn::ResolveType<armnn::DataType::QAsymmS8>, 4> |
| 1027 | ResizeNearestNeighborNopTest<armnn::DataType::QAsymmS8>( |
| 1028 | armnn::IWorkloadFactory& workloadFactory, |
| 1029 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 1030 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Sadik Armagan | 303980c | 2020-04-17 12:45:14 +0100 | [diff] [blame] | 1031 | const armnn::DataLayout dataLayout); |
| 1032 | |
| 1033 | template LayerTestResult<armnn::ResolveType<armnn::DataType::QAsymmS8>, 4> |
| 1034 | SimpleResizeNearestNeighborTest<armnn::DataType::QAsymmS8>( |
| 1035 | armnn::IWorkloadFactory& workloadFactory, |
| 1036 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 1037 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Sadik Armagan | 303980c | 2020-04-17 12:45:14 +0100 | [diff] [blame] | 1038 | const armnn::DataLayout dataLayout); |
| 1039 | |
| 1040 | template LayerTestResult<armnn::ResolveType<armnn::DataType::QAsymmS8>, 4> |
| 1041 | ResizeNearestNeighborSqMinTest<armnn::DataType::QAsymmS8>( |
| 1042 | armnn::IWorkloadFactory& workloadFactory, |
| 1043 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 1044 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Sadik Armagan | 303980c | 2020-04-17 12:45:14 +0100 | [diff] [blame] | 1045 | const armnn::DataLayout dataLayout); |
| 1046 | |
| 1047 | template LayerTestResult<armnn::ResolveType<armnn::DataType::QAsymmS8>, 4> |
| 1048 | ResizeNearestNeighborMinTest<armnn::DataType::QAsymmS8>( |
| 1049 | armnn::IWorkloadFactory& workloadFactory, |
| 1050 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 1051 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Sadik Armagan | 303980c | 2020-04-17 12:45:14 +0100 | [diff] [blame] | 1052 | const armnn::DataLayout dataLayout); |
| 1053 | |
| 1054 | template LayerTestResult<armnn::ResolveType<armnn::DataType::QAsymmS8>, 4> |
| 1055 | ResizeNearestNeighborMagTest<armnn::DataType::QAsymmS8>( |
| 1056 | armnn::IWorkloadFactory& workloadFactory, |
| 1057 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 1058 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Sadik Armagan | 303980c | 2020-04-17 12:45:14 +0100 | [diff] [blame] | 1059 | const armnn::DataLayout dataLayout, |
| 1060 | float inQuantScale, |
| 1061 | int32_t inQuantOffset, |
| 1062 | float outQuantScale, |
| 1063 | int32_t outQuantOffset); |
| 1064 | |
Teresa Charlin | 686f45c | 2020-07-23 17:59:00 +0100 | [diff] [blame] | 1065 | template LayerTestResult<armnn::ResolveType<armnn::DataType::QAsymmU8>, 4> |
| 1066 | HalfPixelCentersResizeBilinearTest<armnn::DataType::QAsymmU8>( |
| 1067 | armnn::IWorkloadFactory& workloadFactory, |
| 1068 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 1069 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Teresa Charlin | 686f45c | 2020-07-23 17:59:00 +0100 | [diff] [blame] | 1070 | const armnn::DataLayout dataLayout); |
| 1071 | |
| 1072 | template LayerTestResult<armnn::ResolveType<armnn::DataType::QAsymmU8>, 4> |
| 1073 | AlignCornersResizeBilinearTest<armnn::DataType::QAsymmU8>( |
| 1074 | armnn::IWorkloadFactory& workloadFactory, |
| 1075 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 1076 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Teresa Charlin | 686f45c | 2020-07-23 17:59:00 +0100 | [diff] [blame] | 1077 | const armnn::DataLayout dataLayout); |
| 1078 | |
| 1079 | template LayerTestResult<armnn::ResolveType<armnn::DataType::QAsymmU8>, 4> |
| 1080 | HalfPixelCentersResizeNearestNeighbourTest<armnn::DataType::QAsymmU8>( |
| 1081 | armnn::IWorkloadFactory& workloadFactory, |
| 1082 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 1083 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Teresa Charlin | 686f45c | 2020-07-23 17:59:00 +0100 | [diff] [blame] | 1084 | const armnn::DataLayout dataLayout); |
| 1085 | |
| 1086 | template LayerTestResult<armnn::ResolveType<armnn::DataType::QAsymmU8>, 4> |
| 1087 | AlignCornersResizeNearestNeighbourTest<armnn::DataType::QAsymmU8>( |
| 1088 | armnn::IWorkloadFactory& workloadFactory, |
| 1089 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 1090 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Teresa Charlin | 686f45c | 2020-07-23 17:59:00 +0100 | [diff] [blame] | 1091 | const armnn::DataLayout dataLayout); |
| 1092 | |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 1093 | // QSymm16 |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1094 | template LayerTestResult<armnn::ResolveType<armnn::DataType::QSymmS16>, 4> |
| 1095 | ResizeBilinearNopTest<armnn::DataType::QSymmS16>( |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 1096 | armnn::IWorkloadFactory& workloadFactory, |
| 1097 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 1098 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 1099 | const armnn::DataLayout dataLayout); |
| 1100 | |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1101 | template LayerTestResult<armnn::ResolveType<armnn::DataType::QSymmS16>, 4> |
| 1102 | SimpleResizeBilinearTest<armnn::DataType::QSymmS16>( |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 1103 | armnn::IWorkloadFactory& workloadFactory, |
| 1104 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 1105 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 1106 | const armnn::DataLayout dataLayout); |
| 1107 | |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1108 | template LayerTestResult<armnn::ResolveType<armnn::DataType::QSymmS16>, 4> |
| 1109 | ResizeBilinearSqMinTest<armnn::DataType::QSymmS16>( |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 1110 | armnn::IWorkloadFactory& workloadFactory, |
| 1111 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 1112 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 1113 | const armnn::DataLayout dataLayout); |
| 1114 | |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1115 | template LayerTestResult<armnn::ResolveType<armnn::DataType::QSymmS16>, 4> |
| 1116 | ResizeBilinearMinTest<armnn::DataType::QSymmS16>( |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 1117 | armnn::IWorkloadFactory& workloadFactory, |
| 1118 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 1119 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 1120 | const armnn::DataLayout dataLayout); |
| 1121 | |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1122 | template LayerTestResult<armnn::ResolveType<armnn::DataType::QSymmS16>, 4> |
| 1123 | ResizeBilinearMagTest<armnn::DataType::QSymmS16>( |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 1124 | armnn::IWorkloadFactory& workloadFactory, |
| 1125 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 1126 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 1127 | const armnn::DataLayout dataLayout); |
| 1128 | |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1129 | template LayerTestResult<armnn::ResolveType<armnn::DataType::QSymmS16>, 4> |
| 1130 | ResizeNearestNeighborNopTest<armnn::DataType::QSymmS16>( |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 1131 | armnn::IWorkloadFactory& workloadFactory, |
| 1132 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 1133 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 1134 | const armnn::DataLayout dataLayout); |
| 1135 | |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1136 | template LayerTestResult<armnn::ResolveType<armnn::DataType::QSymmS16>, 4> |
| 1137 | SimpleResizeNearestNeighborTest<armnn::DataType::QSymmS16>( |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 1138 | armnn::IWorkloadFactory& workloadFactory, |
| 1139 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 1140 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 1141 | const armnn::DataLayout dataLayout); |
| 1142 | |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1143 | template LayerTestResult<armnn::ResolveType<armnn::DataType::QSymmS16>, 4> |
| 1144 | ResizeNearestNeighborSqMinTest<armnn::DataType::QSymmS16>( |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 1145 | armnn::IWorkloadFactory& workloadFactory, |
| 1146 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 1147 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 1148 | const armnn::DataLayout dataLayout); |
| 1149 | |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1150 | template LayerTestResult<armnn::ResolveType<armnn::DataType::QSymmS16>, 4> |
| 1151 | ResizeNearestNeighborMinTest<armnn::DataType::QSymmS16>( |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 1152 | armnn::IWorkloadFactory& workloadFactory, |
| 1153 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 1154 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 1155 | const armnn::DataLayout dataLayout); |
| 1156 | |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1157 | template LayerTestResult<armnn::ResolveType<armnn::DataType::QSymmS16>, 4> |
| 1158 | ResizeNearestNeighborMagTest<armnn::DataType::QSymmS16>( |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 1159 | armnn::IWorkloadFactory& workloadFactory, |
| 1160 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 1161 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Aron Virginas-Tar | b3670b1 | 2019-10-28 16:06:50 +0000 | [diff] [blame] | 1162 | const armnn::DataLayout dataLayout, |
| 1163 | float inQuantScale, |
| 1164 | int32_t inQuantOffset, |
| 1165 | float outQuantScale, |
| 1166 | int32_t outQuantOffset); |
Teresa Charlin | 686f45c | 2020-07-23 17:59:00 +0100 | [diff] [blame] | 1167 | |
| 1168 | template LayerTestResult<armnn::ResolveType<armnn::DataType::QSymmS16>, 4> |
| 1169 | HalfPixelCentersResizeBilinearTest<armnn::DataType::QSymmS16>( |
| 1170 | armnn::IWorkloadFactory& workloadFactory, |
| 1171 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 1172 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Teresa Charlin | 686f45c | 2020-07-23 17:59:00 +0100 | [diff] [blame] | 1173 | const armnn::DataLayout dataLayout); |
| 1174 | |
| 1175 | template LayerTestResult<armnn::ResolveType<armnn::DataType::QSymmS16>, 4> |
| 1176 | AlignCornersResizeBilinearTest<armnn::DataType::QSymmS16>( |
| 1177 | armnn::IWorkloadFactory& workloadFactory, |
| 1178 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 1179 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Teresa Charlin | 686f45c | 2020-07-23 17:59:00 +0100 | [diff] [blame] | 1180 | const armnn::DataLayout dataLayout); |
| 1181 | |
| 1182 | template LayerTestResult<armnn::ResolveType<armnn::DataType::QSymmS16>, 4> |
| 1183 | HalfPixelCentersResizeNearestNeighbourTest<armnn::DataType::QSymmS16>( |
| 1184 | armnn::IWorkloadFactory& workloadFactory, |
| 1185 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 1186 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Teresa Charlin | 686f45c | 2020-07-23 17:59:00 +0100 | [diff] [blame] | 1187 | const armnn::DataLayout dataLayout); |
| 1188 | |
| 1189 | template LayerTestResult<armnn::ResolveType<armnn::DataType::QSymmS16>, 4> |
| 1190 | AlignCornersResizeNearestNeighbourTest<armnn::DataType::QSymmS16>( |
| 1191 | armnn::IWorkloadFactory& workloadFactory, |
| 1192 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 1193 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Teresa Charlin | 686f45c | 2020-07-23 17:59:00 +0100 | [diff] [blame] | 1194 | const armnn::DataLayout dataLayout); |