Teresa Charlin | 79a06a5 | 2023-07-13 17:16:45 +0100 | [diff] [blame] | 1 | // |
| 2 | // Copyright © 2023 Arm Ltd and Contributors. All rights reserved. |
| 3 | // SPDX-License-Identifier: MIT |
| 4 | // |
| 5 | |
| 6 | #include "TileTestImpl.hpp" |
| 7 | #include <vector> |
| 8 | |
| 9 | #include <armnn/backends/IBackendInternal.hpp> |
| 10 | #include <armnn/backends/Workload.hpp> |
| 11 | #include <armnn/backends/WorkloadData.hpp> |
| 12 | #include <armnn/backends/WorkloadFactory.hpp> |
| 13 | |
| 14 | #include <armnnTestUtils/WorkloadTestUtils.hpp> |
| 15 | #include <armnnTestUtils/TensorCopyUtils.hpp> |
| 16 | |
| 17 | #include <armnn/BackendHelper.hpp> |
| 18 | |
| 19 | #include <armnnUtils/QuantizeHelper.hpp> |
| 20 | |
| 21 | namespace |
| 22 | { |
| 23 | template<typename T, std::size_t NumDims> |
| 24 | LayerTestResult<T, NumDims> TileTestImpl( |
| 25 | armnn::IWorkloadFactory& workloadFactory, |
| 26 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 27 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
| 28 | armnn::TileDescriptor descriptor, |
| 29 | armnn::TensorInfo& inputInfo, |
| 30 | armnn::TensorInfo& outputInfo, |
| 31 | std::vector<T>& inputData, |
| 32 | std::vector<T>& expectedOutputData) |
| 33 | { |
| 34 | |
| 35 | LayerTestResult<T, NumDims> result(outputInfo); |
| 36 | std::vector<T> outputActual(outputInfo.GetNumElements()); |
| 37 | |
| 38 | armnn::TileQueueDescriptor queueDescriptor; |
| 39 | queueDescriptor.m_Parameters = std::move(descriptor); |
| 40 | armnn::WorkloadInfo workloadInfo; |
| 41 | |
| 42 | std::unique_ptr<armnn::ITensorHandle> inputHandle = tensorHandleFactory.CreateTensorHandle(inputInfo); |
| 43 | std::unique_ptr<armnn::ITensorHandle> outputHandle = tensorHandleFactory.CreateTensorHandle(outputInfo); |
| 44 | |
| 45 | AddInputToWorkload(queueDescriptor, workloadInfo, inputInfo, inputHandle.get()); |
| 46 | AddOutputToWorkload(queueDescriptor, workloadInfo, outputInfo, outputHandle.get()); |
| 47 | |
| 48 | const armnn::BackendId& backend = workloadFactory.GetBackendId(); |
| 49 | armnn::LayerSupportHandle handle = armnn::GetILayerSupportByBackendId(backend); |
| 50 | |
| 51 | auto workload = workloadFactory.CreateWorkload(armnn::LayerType::Tile, queueDescriptor, workloadInfo); |
| 52 | |
| 53 | inputHandle->Allocate(); |
| 54 | outputHandle->Allocate(); |
| 55 | |
| 56 | CopyDataToITensorHandle(inputHandle.get(), inputData.data()); |
| 57 | |
| 58 | workload->PostAllocationConfigure(); |
| 59 | ExecuteWorkload(*workload, memoryManager); |
| 60 | |
| 61 | CopyDataFromITensorHandle(outputActual.data(), outputHandle.get()); |
| 62 | return LayerTestResult<T, NumDims>(outputActual, |
| 63 | expectedOutputData, |
| 64 | outputHandle->GetShape(), |
| 65 | outputInfo.GetShape()); |
| 66 | } |
| 67 | } |
| 68 | |
| 69 | template<armnn::DataType ArmnnType, typename T> |
| 70 | LayerTestResult<T, 1> Tile1dTest( |
| 71 | armnn::IWorkloadFactory& workloadFactory, |
| 72 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 73 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
| 74 | { |
| 75 | auto descriptor = armnn::TileDescriptor( std::vector<uint32_t>{ 3 } ); |
| 76 | |
| 77 | float qScale = 1.0f; |
| 78 | int32_t qOffset = 0; |
| 79 | |
| 80 | armnn::TensorShape inputShape = { 3 }; |
| 81 | armnn::TensorShape outputShape = { 9 }; |
| 82 | |
| 83 | armnn::TensorInfo inputInfo(inputShape, ArmnnType); |
| 84 | armnn::TensorInfo outputInfo(outputShape, ArmnnType); |
| 85 | |
| 86 | std::vector<T> input = armnnUtils::QuantizedVector<T>( |
| 87 | { |
| 88 | 0.f, 1.f, 2.f |
| 89 | }, qScale, qOffset); |
| 90 | |
| 91 | std::vector<T> expectedOutput = armnnUtils::QuantizedVector<T>( |
| 92 | { |
| 93 | 0.f, 1.f, 2.f, |
| 94 | 0.f, 1.f, 2.f, |
| 95 | 0.f, 1.f, 2.f |
| 96 | }, qScale, qOffset); |
| 97 | |
| 98 | return TileTestImpl<T, 1>(workloadFactory, |
| 99 | memoryManager, |
| 100 | tensorHandleFactory, |
| 101 | descriptor, |
| 102 | inputInfo, |
| 103 | outputInfo, |
| 104 | input, |
| 105 | expectedOutput); |
| 106 | } |
| 107 | |
| 108 | template<armnn::DataType ArmnnType, typename T> |
| 109 | LayerTestResult<T, 2> Tile2dTest(armnn::IWorkloadFactory& workloadFactory, |
| 110 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 111 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
| 112 | { |
Cian McGriskin | 3b3dcbf | 2023-07-26 11:52:47 +0100 | [diff] [blame] | 113 | auto descriptor = armnn::TileDescriptor(std::vector<uint32_t>{ 2, 5 }); |
Teresa Charlin | 79a06a5 | 2023-07-13 17:16:45 +0100 | [diff] [blame] | 114 | |
| 115 | float qScale = 1.0f; |
| 116 | int32_t qOffset = 0; |
| 117 | |
| 118 | armnn::TensorShape inputShape = { 2, 3 }; |
Cian McGriskin | 3b3dcbf | 2023-07-26 11:52:47 +0100 | [diff] [blame] | 119 | armnn::TensorShape outputShape = { 4, 15 }; |
Teresa Charlin | 79a06a5 | 2023-07-13 17:16:45 +0100 | [diff] [blame] | 120 | |
| 121 | armnn::TensorInfo inputInfo(inputShape, ArmnnType); |
| 122 | armnn::TensorInfo outputInfo(outputShape, ArmnnType); |
| 123 | |
| 124 | std::vector<T> input = armnnUtils::QuantizedVector<T>( |
| 125 | { |
| 126 | 0.f, 1.f, 2.f, |
| 127 | 3.f, 4.f, 5.f |
| 128 | }, qScale, qOffset); |
| 129 | |
| 130 | |
| 131 | std::vector<T> expectedOutput = armnnUtils::QuantizedVector<T>( |
| 132 | { |
Cian McGriskin | 3b3dcbf | 2023-07-26 11:52:47 +0100 | [diff] [blame] | 133 | 0.f, 1.f, 2.f, 0.f, 1.f, 2.f, 0.f, 1.f, 2.f, 0.f, 1.f, 2.f, 0.f, 1.f, 2.f, |
| 134 | 3.f, 4.f, 5.f, 3.f, 4.f, 5.f, 3.f, 4.f, 5.f, 3.f, 4.f, 5.f, 3.f, 4.f, 5.f, |
Teresa Charlin | 79a06a5 | 2023-07-13 17:16:45 +0100 | [diff] [blame] | 135 | |
Cian McGriskin | 3b3dcbf | 2023-07-26 11:52:47 +0100 | [diff] [blame] | 136 | 0.f, 1.f, 2.f, 0.f, 1.f, 2.f, 0.f, 1.f, 2.f, 0.f, 1.f, 2.f, 0.f, 1.f, 2.f, |
| 137 | 3.f, 4.f, 5.f, 3.f, 4.f, 5.f, 3.f, 4.f, 5.f, 3.f, 4.f, 5.f, 3.f, 4.f, 5.f |
Teresa Charlin | 79a06a5 | 2023-07-13 17:16:45 +0100 | [diff] [blame] | 138 | }, qScale, qOffset); |
| 139 | |
| 140 | return TileTestImpl<T, 2>(workloadFactory, |
| 141 | memoryManager, |
| 142 | tensorHandleFactory, |
| 143 | descriptor, |
| 144 | inputInfo, |
| 145 | outputInfo, |
| 146 | input, |
| 147 | expectedOutput); |
| 148 | } |
| 149 | |
| 150 | template<armnn::DataType ArmnnType, typename T> |
| 151 | LayerTestResult<T, 3> Tile3dTest(armnn::IWorkloadFactory& workloadFactory, |
| 152 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 153 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
| 154 | { |
Cian McGriskin | 3b3dcbf | 2023-07-26 11:52:47 +0100 | [diff] [blame] | 155 | auto descriptor = armnn::TileDescriptor(std::vector<uint32_t>{ 1, 5, 5 }); |
Teresa Charlin | 79a06a5 | 2023-07-13 17:16:45 +0100 | [diff] [blame] | 156 | |
| 157 | float qScale = 1.0f; |
| 158 | int32_t qOffset = 0; |
| 159 | |
Cian McGriskin | 3b3dcbf | 2023-07-26 11:52:47 +0100 | [diff] [blame] | 160 | armnn::TensorShape inputShape = { 2, 2, 2 }; |
| 161 | armnn::TensorShape outputShape = { 2, 10, 10 }; |
Teresa Charlin | 79a06a5 | 2023-07-13 17:16:45 +0100 | [diff] [blame] | 162 | |
| 163 | armnn::TensorInfo inputInfo(inputShape, ArmnnType); |
| 164 | armnn::TensorInfo outputInfo(outputShape, ArmnnType); |
| 165 | std::vector<T> input = armnnUtils::QuantizedVector<T>( |
| 166 | { |
Cian McGriskin | 3b3dcbf | 2023-07-26 11:52:47 +0100 | [diff] [blame] | 167 | 1.1f, 2.12f, |
| 168 | 3.3f, 4.12234f, |
Teresa Charlin | 79a06a5 | 2023-07-13 17:16:45 +0100 | [diff] [blame] | 169 | |
Cian McGriskin | 3b3dcbf | 2023-07-26 11:52:47 +0100 | [diff] [blame] | 170 | 1.1f, 2.12f, |
| 171 | 3.3f, 4.12234f, |
Teresa Charlin | 79a06a5 | 2023-07-13 17:16:45 +0100 | [diff] [blame] | 172 | }, qScale, qOffset); |
| 173 | |
| 174 | |
| 175 | std::vector<T> expectedOutput = armnnUtils::QuantizedVector<T>( |
| 176 | { |
Cian McGriskin | 3b3dcbf | 2023-07-26 11:52:47 +0100 | [diff] [blame] | 177 | 1.1f, 2.12f, 1.1f, 2.12f, 1.1f, 2.12f, 1.1f, 2.12f, 1.1f, 2.12f, |
| 178 | 3.3f, 4.12234f, 3.3f, 4.12234f, 3.3f, 4.12234f, 3.3f, 4.12234f, 3.3f, 4.12234f, |
| 179 | 1.1f, 2.12f, 1.1f, 2.12f, 1.1f, 2.12f, 1.1f, 2.12f, 1.1f, 2.12f, |
| 180 | 3.3f, 4.12234f, 3.3f, 4.12234f, 3.3f, 4.12234f, 3.3f, 4.12234f, 3.3f, 4.12234f, |
| 181 | 1.1f, 2.12f, 1.1f, 2.12f, 1.1f, 2.12f, 1.1f, 2.12f, 1.1f, 2.12f, |
| 182 | 3.3f, 4.12234f, 3.3f, 4.12234f, 3.3f, 4.12234f, 3.3f, 4.12234f, 3.3f, 4.12234f, |
| 183 | 1.1f, 2.12f, 1.1f, 2.12f, 1.1f, 2.12f, 1.1f, 2.12f, 1.1f, 2.12f, |
| 184 | 3.3f, 4.12234f, 3.3f, 4.12234f, 3.3f, 4.12234f, 3.3f, 4.12234f, 3.3f, 4.12234f, |
| 185 | 1.1f, 2.12f, 1.1f, 2.12f, 1.1f, 2.12f, 1.1f, 2.12f, 1.1f, 2.12f, |
| 186 | 3.3f, 4.12234f, 3.3f, 4.12234f, 3.3f, 4.12234f, 3.3f, 4.12234f, 3.3f, 4.12234f, |
Teresa Charlin | 79a06a5 | 2023-07-13 17:16:45 +0100 | [diff] [blame] | 187 | |
Cian McGriskin | 3b3dcbf | 2023-07-26 11:52:47 +0100 | [diff] [blame] | 188 | 1.1f, 2.12f, 1.1f, 2.12f, 1.1f, 2.12f, 1.1f, 2.12f, 1.1f, 2.12f, |
| 189 | 3.3f, 4.12234f, 3.3f, 4.12234f, 3.3f, 4.12234f, 3.3f, 4.12234f, 3.3f, 4.12234f, |
| 190 | 1.1f, 2.12f, 1.1f, 2.12f, 1.1f, 2.12f, 1.1f, 2.12f, 1.1f, 2.12f, |
| 191 | 3.3f, 4.12234f, 3.3f, 4.12234f, 3.3f, 4.12234f, 3.3f, 4.12234f, 3.3f, 4.12234f, |
| 192 | 1.1f, 2.12f, 1.1f, 2.12f, 1.1f, 2.12f, 1.1f, 2.12f, 1.1f, 2.12f, |
| 193 | 3.3f, 4.12234f, 3.3f, 4.12234f, 3.3f, 4.12234f, 3.3f, 4.12234f, 3.3f, 4.12234f, |
| 194 | 1.1f, 2.12f, 1.1f, 2.12f, 1.1f, 2.12f, 1.1f, 2.12f, 1.1f, 2.12f, |
| 195 | 3.3f, 4.12234f, 3.3f, 4.12234f, 3.3f, 4.12234f, 3.3f, 4.12234f, 3.3f, 4.12234f, |
| 196 | 1.1f, 2.12f, 1.1f, 2.12f, 1.1f, 2.12f, 1.1f, 2.12f, 1.1f, 2.12f, |
| 197 | 3.3f, 4.12234f, 3.3f, 4.12234f, 3.3f, 4.12234f, 3.3f, 4.12234f, 3.3f, 4.12234f |
Teresa Charlin | 79a06a5 | 2023-07-13 17:16:45 +0100 | [diff] [blame] | 198 | }, qScale, qOffset); |
| 199 | |
| 200 | return TileTestImpl<T, 3>(workloadFactory, |
| 201 | memoryManager, |
| 202 | tensorHandleFactory, |
| 203 | descriptor, |
| 204 | inputInfo, |
| 205 | outputInfo, |
| 206 | input, |
| 207 | expectedOutput); |
| 208 | } |
| 209 | |
| 210 | template<armnn::DataType ArmnnType, typename T> |
| 211 | LayerTestResult<T, 4> Tile4dTest(armnn::IWorkloadFactory& workloadFactory, |
| 212 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 213 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
| 214 | { |
| 215 | auto descriptor = armnn::TileDescriptor(std::vector<uint32_t>{ 2, 1, 1, 1 }); |
| 216 | |
| 217 | float qScale = 1.0f; |
| 218 | int32_t qOffset = 0; |
| 219 | |
| 220 | armnn::TensorShape inputShape = { 2, 2, 2, 3}; |
| 221 | armnn::TensorShape outputShape = { 4, 2, 2, 3}; |
| 222 | |
| 223 | armnn::TensorInfo inputInfo(inputShape, ArmnnType); |
| 224 | armnn::TensorInfo outputInfo(outputShape, ArmnnType); |
| 225 | |
| 226 | std::vector<T> input = armnnUtils::QuantizedVector<T>( |
| 227 | { |
| 228 | 0.f, 1.f, 2.f, |
| 229 | 3.f, 4.f, 5.f, |
| 230 | |
| 231 | 6.f, 7.f, 8.f, |
| 232 | 9.f, 10.f, 11.f, |
| 233 | |
| 234 | 0.f, 1.f, 2.f, |
| 235 | 3.f, 4.f, 5.f, |
| 236 | |
| 237 | 6.f, 7.f, 8.f, |
| 238 | 9.f, 10.f, 11.f |
| 239 | }, qScale, qOffset); |
| 240 | |
| 241 | |
| 242 | std::vector<T> expectedOutput = armnnUtils::QuantizedVector<T>( |
| 243 | { |
| 244 | 0.f, 1.f, 2.f, |
| 245 | 3.f, 4.f, 5.f, |
| 246 | |
| 247 | 6.f, 7.f, 8.f, |
| 248 | 9.f, 10.f, 11.f, |
| 249 | |
| 250 | 0.f, 1.f, 2.f, |
| 251 | 3.f, 4.f, 5.f, |
| 252 | |
| 253 | 6.f, 7.f, 8.f, |
| 254 | 9.f, 10.f, 11.f, |
| 255 | |
| 256 | 0.f, 1.f, 2.f, |
| 257 | 3.f, 4.f, 5.f, |
| 258 | |
| 259 | 6.f, 7.f, 8.f, |
| 260 | 9.f, 10.f, 11.f, |
| 261 | |
| 262 | 0.f, 1.f, 2.f, |
| 263 | 3.f, 4.f, 5.f, |
| 264 | |
| 265 | 6.f, 7.f, 8.f, |
| 266 | 9.f, 10.f, 11.f |
| 267 | }, qScale, qOffset); |
| 268 | |
| 269 | return TileTestImpl<T, 4>(workloadFactory, |
| 270 | memoryManager, |
| 271 | tensorHandleFactory, |
| 272 | descriptor, |
| 273 | inputInfo, |
| 274 | outputInfo, |
| 275 | input, |
| 276 | expectedOutput); |
| 277 | } |
| 278 | |
| 279 | template LayerTestResult<armnn::ResolveType<armnn::DataType::Float32>, 1> |
| 280 | Tile1dTest<armnn::DataType::Float32>( |
| 281 | armnn::IWorkloadFactory& workloadFactory, |
| 282 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 283 | const armnn::ITensorHandleFactory& tensorHandleFactory); |
| 284 | |
| 285 | template LayerTestResult<armnn::ResolveType<armnn::DataType::Float32>, 2> |
| 286 | Tile2dTest<armnn::DataType::Float32>( |
| 287 | armnn::IWorkloadFactory& workloadFactory, |
| 288 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 289 | const armnn::ITensorHandleFactory& tensorHandleFactory); |
| 290 | |
| 291 | template LayerTestResult<armnn::ResolveType<armnn::DataType::Float32>, 3> |
| 292 | Tile3dTest<armnn::DataType::Float32>( |
| 293 | armnn::IWorkloadFactory& workloadFactory, |
| 294 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 295 | const armnn::ITensorHandleFactory& tensorHandleFactory); |
| 296 | |
| 297 | template LayerTestResult<armnn::ResolveType<armnn::DataType::Float32>, 4> |
| 298 | Tile4dTest<armnn::DataType::Float32>( |
| 299 | armnn::IWorkloadFactory& workloadFactory, |
| 300 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 301 | const armnn::ITensorHandleFactory& tensorHandleFactory); |
| 302 | |
| 303 | template LayerTestResult<armnn::ResolveType<armnn::DataType::Float16>, 1> |
| 304 | Tile1dTest<armnn::DataType::Float16>( |
| 305 | armnn::IWorkloadFactory& workloadFactory, |
| 306 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 307 | const armnn::ITensorHandleFactory& tensorHandleFactory); |
| 308 | |
| 309 | template LayerTestResult<armnn::ResolveType<armnn::DataType::Float16>, 2> |
| 310 | Tile2dTest<armnn::DataType::Float16>( |
| 311 | armnn::IWorkloadFactory& workloadFactory, |
| 312 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 313 | const armnn::ITensorHandleFactory& tensorHandleFactory); |
| 314 | |
| 315 | template LayerTestResult<armnn::ResolveType<armnn::DataType::Float16>, 3> |
| 316 | Tile3dTest<armnn::DataType::Float16>( |
| 317 | armnn::IWorkloadFactory& workloadFactory, |
| 318 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 319 | const armnn::ITensorHandleFactory& tensorHandleFactory); |
| 320 | |
| 321 | template LayerTestResult<armnn::ResolveType<armnn::DataType::Float16>, 4> |
| 322 | Tile4dTest<armnn::DataType::Float16>( |
| 323 | armnn::IWorkloadFactory& workloadFactory, |
| 324 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 325 | const armnn::ITensorHandleFactory& tensorHandleFactory); |
| 326 | |
| 327 | template LayerTestResult<armnn::ResolveType<armnn::DataType::QAsymmS8>, 1> |
| 328 | Tile1dTest<armnn::DataType::QAsymmS8>( |
| 329 | armnn::IWorkloadFactory& workloadFactory, |
| 330 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 331 | const armnn::ITensorHandleFactory& tensorHandleFactory); |
| 332 | |
| 333 | template LayerTestResult<armnn::ResolveType<armnn::DataType::QAsymmS8>, 2> |
| 334 | Tile2dTest<armnn::DataType::QAsymmS8>( |
| 335 | armnn::IWorkloadFactory& workloadFactory, |
| 336 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 337 | const armnn::ITensorHandleFactory& tensorHandleFactory); |
| 338 | |
| 339 | template LayerTestResult<armnn::ResolveType<armnn::DataType::QAsymmS8>, 3> |
| 340 | Tile3dTest<armnn::DataType::QAsymmS8>( |
| 341 | armnn::IWorkloadFactory& workloadFactory, |
| 342 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 343 | const armnn::ITensorHandleFactory& tensorHandleFactory); |
| 344 | |
| 345 | template LayerTestResult<armnn::ResolveType<armnn::DataType::QAsymmS8>, 4> |
| 346 | Tile4dTest<armnn::DataType::QAsymmS8>( |
| 347 | armnn::IWorkloadFactory& workloadFactory, |
| 348 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 349 | const armnn::ITensorHandleFactory& tensorHandleFactory); |
| 350 | |
| 351 | template LayerTestResult<armnn::ResolveType<armnn::DataType::QAsymmU8>, 1> |
| 352 | Tile1dTest<armnn::DataType::QAsymmU8>( |
| 353 | armnn::IWorkloadFactory& workloadFactory, |
| 354 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 355 | const armnn::ITensorHandleFactory& tensorHandleFactory); |
| 356 | |
| 357 | template LayerTestResult<armnn::ResolveType<armnn::DataType::QAsymmU8>, 2> |
| 358 | Tile2dTest<armnn::DataType::QAsymmU8>( |
| 359 | armnn::IWorkloadFactory& workloadFactory, |
| 360 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 361 | const armnn::ITensorHandleFactory& tensorHandleFactory); |
| 362 | |
| 363 | template LayerTestResult<armnn::ResolveType<armnn::DataType::QAsymmU8>, 3> |
| 364 | Tile3dTest<armnn::DataType::QAsymmU8>( |
| 365 | armnn::IWorkloadFactory& workloadFactory, |
| 366 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 367 | const armnn::ITensorHandleFactory& tensorHandleFactory); |
| 368 | |
| 369 | template LayerTestResult<armnn::ResolveType<armnn::DataType::QAsymmU8>, 4> |
| 370 | Tile4dTest<armnn::DataType::QAsymmU8>( |
| 371 | armnn::IWorkloadFactory& workloadFactory, |
| 372 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 373 | const armnn::ITensorHandleFactory& tensorHandleFactory); |
| 374 | |
| 375 | template LayerTestResult<armnn::ResolveType<armnn::DataType::QSymmS8>, 1> |
| 376 | Tile1dTest<armnn::DataType::QSymmS8>( |
| 377 | armnn::IWorkloadFactory& workloadFactory, |
| 378 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 379 | const armnn::ITensorHandleFactory& tensorHandleFactory); |
| 380 | |
| 381 | template LayerTestResult<armnn::ResolveType<armnn::DataType::QSymmS8>, 2> |
| 382 | Tile2dTest<armnn::DataType::QSymmS8>( |
| 383 | armnn::IWorkloadFactory& workloadFactory, |
| 384 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 385 | const armnn::ITensorHandleFactory& tensorHandleFactory); |
| 386 | |
| 387 | template LayerTestResult<armnn::ResolveType<armnn::DataType::QSymmS8>, 3> |
| 388 | Tile3dTest<armnn::DataType::QSymmS8>( |
| 389 | armnn::IWorkloadFactory& workloadFactory, |
| 390 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 391 | const armnn::ITensorHandleFactory& tensorHandleFactory); |
| 392 | |
| 393 | template LayerTestResult<armnn::ResolveType<armnn::DataType::QSymmS8>, 4> |
| 394 | Tile4dTest<armnn::DataType::QSymmS8>( |
| 395 | armnn::IWorkloadFactory& workloadFactory, |
| 396 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 397 | const armnn::ITensorHandleFactory& tensorHandleFactory); |
| 398 | |
| 399 | template LayerTestResult<armnn::ResolveType<armnn::DataType::QSymmS16>, 1> |
| 400 | Tile1dTest<armnn::DataType::QSymmS16>( |
| 401 | armnn::IWorkloadFactory& workloadFactory, |
| 402 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 403 | const armnn::ITensorHandleFactory& tensorHandleFactory); |
| 404 | |
| 405 | template LayerTestResult<armnn::ResolveType<armnn::DataType::QSymmS16>, 2> |
| 406 | Tile2dTest<armnn::DataType::QSymmS16>( |
| 407 | armnn::IWorkloadFactory& workloadFactory, |
| 408 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 409 | const armnn::ITensorHandleFactory& tensorHandleFactory); |
| 410 | |
| 411 | template LayerTestResult<armnn::ResolveType<armnn::DataType::QSymmS16>, 3> |
| 412 | Tile3dTest<armnn::DataType::QSymmS16>( |
| 413 | armnn::IWorkloadFactory& workloadFactory, |
| 414 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 415 | const armnn::ITensorHandleFactory& tensorHandleFactory); |
| 416 | |
| 417 | template LayerTestResult<armnn::ResolveType<armnn::DataType::QSymmS16>, 4> |
| 418 | Tile4dTest<armnn::DataType::QSymmS16>( |
| 419 | armnn::IWorkloadFactory& workloadFactory, |
| 420 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 421 | const armnn::ITensorHandleFactory& tensorHandleFactory); |
| 422 | |
| 423 | template LayerTestResult<armnn::ResolveType<armnn::DataType::Signed32>, 1> |
| 424 | Tile1dTest<armnn::DataType::Signed32>( |
| 425 | armnn::IWorkloadFactory& workloadFactory, |
| 426 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 427 | const armnn::ITensorHandleFactory& tensorHandleFactory); |
| 428 | |
| 429 | template LayerTestResult<armnn::ResolveType<armnn::DataType::Signed32>, 2> |
| 430 | Tile2dTest<armnn::DataType::Signed32>( |
| 431 | armnn::IWorkloadFactory& workloadFactory, |
| 432 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 433 | const armnn::ITensorHandleFactory& tensorHandleFactory); |
| 434 | |
| 435 | template LayerTestResult<armnn::ResolveType<armnn::DataType::Signed32>, 3> |
| 436 | Tile3dTest<armnn::DataType::Signed32>( |
| 437 | armnn::IWorkloadFactory& workloadFactory, |
| 438 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 439 | const armnn::ITensorHandleFactory& tensorHandleFactory); |
| 440 | |
| 441 | template LayerTestResult<armnn::ResolveType<armnn::DataType::Signed32>, 4> |
| 442 | Tile4dTest<armnn::DataType::Signed32>( |
| 443 | armnn::IWorkloadFactory& workloadFactory, |
| 444 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 445 | const armnn::ITensorHandleFactory& tensorHandleFactory); |
| 446 | |