Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 1 | // |
Nikhil Raj | 369d8fc | 2022-11-24 13:12:36 +0000 | [diff] [blame] | 2 | // Copyright © 2017,2022 Arm Ltd and Contributors. All rights reserved. |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 3 | // SPDX-License-Identifier: MIT |
| 4 | // |
| 5 | |
| 6 | #include "GatherTestImpl.hpp" |
| 7 | |
| 8 | #include <ResolveType.hpp> |
| 9 | |
Sadik Armagan | a097d2a | 2021-11-24 15:47:28 +0000 | [diff] [blame] | 10 | #include <armnnTestUtils/TensorCopyUtils.hpp> |
Colm Donelan | 0c47974 | 2021-12-10 12:43:54 +0000 | [diff] [blame] | 11 | #include <armnnTestUtils/WorkloadTestUtils.hpp> |
Colm Donelan | c42a987 | 2022-02-02 16:35:09 +0000 | [diff] [blame] | 12 | #include <armnnTestUtils/TensorHelpers.hpp> |
Nikhil Raj | 369d8fc | 2022-11-24 13:12:36 +0000 | [diff] [blame] | 13 | #include <utility> |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 14 | |
| 15 | namespace |
| 16 | { |
| 17 | |
| 18 | template <armnn::DataType ArmnnType, |
| 19 | typename T = armnn::ResolveType<ArmnnType>, |
| 20 | size_t ParamsDim, |
| 21 | size_t IndicesDim, |
| 22 | size_t OutputDim> |
| 23 | LayerTestResult<T, OutputDim> GatherTestImpl( |
| 24 | armnn::IWorkloadFactory& workloadFactory, |
| 25 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Finn Williams | c43de6a | 2020-08-27 11:13:25 +0100 | [diff] [blame] | 26 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 27 | const armnn::TensorInfo& paramsInfo, |
| 28 | const armnn::TensorInfo& indicesInfo, |
| 29 | const armnn::TensorInfo& outputInfo, |
| 30 | const std::vector<T>& paramsData, |
| 31 | const std::vector<int32_t>& indicesData, |
Nikhil Raj | 369d8fc | 2022-11-24 13:12:36 +0000 | [diff] [blame] | 32 | const std::vector<T>& outputData, |
| 33 | armnn::GatherDescriptor descriptor= armnn::GatherDescriptor()) |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 34 | { |
Jan Eilers | 8eb2560 | 2020-03-09 12:13:48 +0000 | [diff] [blame] | 35 | IgnoreUnused(memoryManager); |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 36 | |
Sadik Armagan | 483c811 | 2021-06-01 09:24:52 +0100 | [diff] [blame] | 37 | std::vector<T> actualOutput(outputInfo.GetNumElements()); |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 38 | |
Finn Williams | c43de6a | 2020-08-27 11:13:25 +0100 | [diff] [blame] | 39 | std::unique_ptr<armnn::ITensorHandle> paramsHandle = tensorHandleFactory.CreateTensorHandle(paramsInfo); |
| 40 | std::unique_ptr<armnn::ITensorHandle> indicesHandle = tensorHandleFactory.CreateTensorHandle(indicesInfo); |
| 41 | std::unique_ptr<armnn::ITensorHandle> outputHandle = tensorHandleFactory.CreateTensorHandle(outputInfo); |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 42 | |
| 43 | armnn::GatherQueueDescriptor data; |
Nikhil Raj | 369d8fc | 2022-11-24 13:12:36 +0000 | [diff] [blame] | 44 | data.m_Parameters = std::move(descriptor); |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 45 | armnn::WorkloadInfo info; |
| 46 | AddInputToWorkload(data, info, paramsInfo, paramsHandle.get()); |
| 47 | AddInputToWorkload(data, info, indicesInfo, indicesHandle.get()); |
| 48 | AddOutputToWorkload(data, info, outputInfo, outputHandle.get()); |
| 49 | |
Teresa Charlin | 611c7fb | 2022-01-07 09:47:29 +0000 | [diff] [blame] | 50 | std::unique_ptr<armnn::IWorkload> workload = workloadFactory.CreateWorkload(armnn::LayerType::Gather, data, info); |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 51 | |
| 52 | paramsHandle->Allocate(); |
| 53 | indicesHandle->Allocate(); |
| 54 | outputHandle->Allocate(); |
| 55 | |
Sadik Armagan | 483c811 | 2021-06-01 09:24:52 +0100 | [diff] [blame] | 56 | CopyDataToITensorHandle(paramsHandle.get(), paramsData.data()); |
| 57 | CopyDataToITensorHandle(indicesHandle.get(), indicesData.data()); |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 58 | |
| 59 | workload->Execute(); |
| 60 | |
Sadik Armagan | 483c811 | 2021-06-01 09:24:52 +0100 | [diff] [blame] | 61 | CopyDataFromITensorHandle(actualOutput.data(), outputHandle.get()); |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 62 | |
Sadik Armagan | 483c811 | 2021-06-01 09:24:52 +0100 | [diff] [blame] | 63 | return LayerTestResult<T, OutputDim>(actualOutput, |
| 64 | outputData, |
| 65 | outputHandle->GetShape(), |
| 66 | outputInfo.GetShape()); |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 67 | } |
| 68 | |
Matthew Jackson | 9bff144 | 2019-09-12 09:08:23 +0100 | [diff] [blame] | 69 | template<armnn::DataType ArmnnType, typename T = armnn::ResolveType<ArmnnType>> |
| 70 | struct GatherTestHelper |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 71 | { |
Matthew Jackson | 9bff144 | 2019-09-12 09:08:23 +0100 | [diff] [blame] | 72 | static LayerTestResult<T, 1> Gather1dParamsTestImpl( |
| 73 | armnn::IWorkloadFactory& workloadFactory, |
Finn Williams | c43de6a | 2020-08-27 11:13:25 +0100 | [diff] [blame] | 74 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 75 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 76 | { |
Matthew Jackson | 9bff144 | 2019-09-12 09:08:23 +0100 | [diff] [blame] | 77 | armnn::TensorInfo paramsInfo({ 8 }, ArmnnType); |
| 78 | armnn::TensorInfo indicesInfo({ 4 }, armnn::DataType::Signed32); |
| 79 | armnn::TensorInfo outputInfo({ 4 }, ArmnnType); |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 80 | |
Matthew Jackson | 9bff144 | 2019-09-12 09:08:23 +0100 | [diff] [blame] | 81 | if (armnn::IsQuantizedType<T>()) |
| 82 | { |
| 83 | paramsInfo.SetQuantizationScale(1.0f); |
| 84 | paramsInfo.SetQuantizationOffset(1); |
| 85 | outputInfo.SetQuantizationScale(1.0f); |
| 86 | outputInfo.SetQuantizationOffset(1); |
| 87 | } |
| 88 | const std::vector<T> params = std::vector<T>({ 1, 2, 3, 4, 5, 6, 7, 8 }); |
| 89 | const std::vector<int32_t> indices = std::vector<int32_t>({ 0, 2, 1, 5 }); |
| 90 | const std::vector<T> expectedOutput = std::vector<T>({ 1, 3, 2, 6 }); |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 91 | |
Matthew Jackson | 9bff144 | 2019-09-12 09:08:23 +0100 | [diff] [blame] | 92 | return GatherTestImpl<ArmnnType, T, 1, 1, 1>( |
| 93 | workloadFactory, |
| 94 | memoryManager, |
Finn Williams | c43de6a | 2020-08-27 11:13:25 +0100 | [diff] [blame] | 95 | tensorHandleFactory, |
Matthew Jackson | 9bff144 | 2019-09-12 09:08:23 +0100 | [diff] [blame] | 96 | paramsInfo, |
| 97 | indicesInfo, |
| 98 | outputInfo, |
| 99 | params, |
| 100 | indices, |
| 101 | expectedOutput); |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 102 | } |
| 103 | |
Nikhil Raj | 369d8fc | 2022-11-24 13:12:36 +0000 | [diff] [blame] | 104 | static LayerTestResult<T, 1> Gather1dParamsAxisTestImpl( |
| 105 | armnn::IWorkloadFactory& workloadFactory, |
| 106 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 107 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
| 108 | { |
| 109 | armnn::GatherDescriptor descriptor; |
| 110 | descriptor.m_Axis=1; |
| 111 | armnn::TensorInfo paramsInfo({ 4, 3 }, ArmnnType); |
| 112 | armnn::TensorInfo indicesInfo({ 2 }, armnn::DataType::Signed32); |
| 113 | armnn::TensorInfo outputInfo({ 4, 2 }, ArmnnType); |
| 114 | |
| 115 | if (armnn::IsQuantizedType<T>()) |
| 116 | { |
| 117 | paramsInfo.SetQuantizationScale(1.0f); |
| 118 | paramsInfo.SetQuantizationOffset(1); |
| 119 | outputInfo.SetQuantizationScale(1.0f); |
| 120 | outputInfo.SetQuantizationOffset(1); |
| 121 | } |
| 122 | const std::vector<T> params ={ 10, 11, 12, |
| 123 | 110, 111, 112, |
| 124 | 120, 121, 122, |
| 125 | 130, 131, 132 }; |
| 126 | const std::vector<int32_t> indices = std::vector<int32_t>({ 2, 1 }); |
| 127 | const std::vector<T> expectedOutput = { 12, 11, |
| 128 | 112, 111, |
| 129 | 122, 121, |
| 130 | 132, 131 } ; |
| 131 | |
| 132 | return GatherTestImpl<ArmnnType, T, 1, 1, 1>( |
| 133 | workloadFactory, |
| 134 | memoryManager, |
| 135 | tensorHandleFactory, |
| 136 | paramsInfo, |
| 137 | indicesInfo, |
| 138 | outputInfo, |
| 139 | params, |
| 140 | indices, |
| 141 | expectedOutput, |
| 142 | descriptor); |
| 143 | } |
| 144 | |
Matthew Jackson | 9bff144 | 2019-09-12 09:08:23 +0100 | [diff] [blame] | 145 | static LayerTestResult<T, 2> GatherMultiDimParamsTestImpl( |
| 146 | armnn::IWorkloadFactory& workloadFactory, |
Finn Williams | c43de6a | 2020-08-27 11:13:25 +0100 | [diff] [blame] | 147 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 148 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 149 | { |
Matthew Jackson | 9bff144 | 2019-09-12 09:08:23 +0100 | [diff] [blame] | 150 | armnn::TensorInfo paramsInfo({ 5, 2 }, ArmnnType); |
| 151 | armnn::TensorInfo indicesInfo({ 3 }, armnn::DataType::Signed32); |
| 152 | armnn::TensorInfo outputInfo({ 3, 2 }, ArmnnType); |
| 153 | |
| 154 | if (armnn::IsQuantizedType<T>()) |
| 155 | { |
| 156 | paramsInfo.SetQuantizationScale(1.0f); |
| 157 | paramsInfo.SetQuantizationOffset(1); |
| 158 | outputInfo.SetQuantizationScale(1.0f); |
| 159 | outputInfo.SetQuantizationOffset(1); |
| 160 | } |
| 161 | |
| 162 | const std::vector<T> params = std::vector<T>({ 1, 2, 3, 4, 5, 6, 7, 8, 9, 10 }); |
| 163 | const std::vector<int32_t> indices = std::vector<int32_t>({ 1, 3, 4 }); |
| 164 | const std::vector<T> expectedOutput = std::vector<T>({ 3, 4, 7, 8, 9, 10 }); |
| 165 | |
| 166 | return GatherTestImpl<ArmnnType, T, 2, 1, 2>( |
| 167 | workloadFactory, |
| 168 | memoryManager, |
Finn Williams | c43de6a | 2020-08-27 11:13:25 +0100 | [diff] [blame] | 169 | tensorHandleFactory, |
Matthew Jackson | 9bff144 | 2019-09-12 09:08:23 +0100 | [diff] [blame] | 170 | paramsInfo, |
| 171 | indicesInfo, |
| 172 | outputInfo, |
| 173 | params, |
| 174 | indices, |
| 175 | expectedOutput); |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 176 | } |
| 177 | |
Matthew Jackson | 9bff144 | 2019-09-12 09:08:23 +0100 | [diff] [blame] | 178 | static LayerTestResult<T, 4> GatherMultiDimParamsMultiDimIndicesTestImpl( |
| 179 | armnn::IWorkloadFactory& workloadFactory, |
Finn Williams | c43de6a | 2020-08-27 11:13:25 +0100 | [diff] [blame] | 180 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 181 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 182 | { |
Nikhil Raj | 369d8fc | 2022-11-24 13:12:36 +0000 | [diff] [blame] | 183 | armnn::TensorInfo paramsInfo({ 3, 2, 3 }, ArmnnType); |
Matthew Jackson | 9bff144 | 2019-09-12 09:08:23 +0100 | [diff] [blame] | 184 | armnn::TensorInfo indicesInfo({ 2, 3 }, armnn::DataType::Signed32); |
| 185 | armnn::TensorInfo outputInfo({ 2, 3, 2, 3 }, ArmnnType); |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 186 | |
Matthew Jackson | 9bff144 | 2019-09-12 09:08:23 +0100 | [diff] [blame] | 187 | if (armnn::IsQuantizedType<T>()) |
| 188 | { |
| 189 | paramsInfo.SetQuantizationScale(1.0f); |
| 190 | paramsInfo.SetQuantizationOffset(1); |
| 191 | outputInfo.SetQuantizationScale(1.0f); |
| 192 | outputInfo.SetQuantizationOffset(1); |
| 193 | } |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 194 | |
Matthew Jackson | 9bff144 | 2019-09-12 09:08:23 +0100 | [diff] [blame] | 195 | const std::vector<T> params = |
| 196 | { |
| 197 | 1, 2, 3, |
| 198 | 4, 5, 6, |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 199 | |
Matthew Jackson | 9bff144 | 2019-09-12 09:08:23 +0100 | [diff] [blame] | 200 | 7, 8, 9, |
| 201 | 10, 11, 12, |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 202 | |
Matthew Jackson | 9bff144 | 2019-09-12 09:08:23 +0100 | [diff] [blame] | 203 | 13, 14, 15, |
| 204 | 16, 17, 18 |
| 205 | }; |
| 206 | |
| 207 | const std::vector<int32_t> indices = { 1, 2, 1, 2, 1, 0 }; |
| 208 | |
| 209 | const std::vector<T> expectedOutput = |
| 210 | { |
| 211 | 7, 8, 9, |
| 212 | 10, 11, 12, |
| 213 | 13, 14, 15, |
| 214 | 16, 17, 18, |
| 215 | 7, 8, 9, |
| 216 | 10, 11, 12, |
| 217 | |
| 218 | 13, 14, 15, |
| 219 | 16, 17, 18, |
| 220 | 7, 8, 9, |
| 221 | 10, 11, 12, |
| 222 | 1, 2, 3, |
| 223 | 4, 5, 6 |
| 224 | }; |
| 225 | |
| 226 | return GatherTestImpl<ArmnnType, T, 3, 2, 4>( |
| 227 | workloadFactory, |
| 228 | memoryManager, |
Finn Williams | c43de6a | 2020-08-27 11:13:25 +0100 | [diff] [blame] | 229 | tensorHandleFactory, |
Matthew Jackson | 9bff144 | 2019-09-12 09:08:23 +0100 | [diff] [blame] | 230 | paramsInfo, |
| 231 | indicesInfo, |
| 232 | outputInfo, |
| 233 | params, |
| 234 | indices, |
| 235 | expectedOutput); |
| 236 | } |
Nikhil Raj | 369d8fc | 2022-11-24 13:12:36 +0000 | [diff] [blame] | 237 | |
| 238 | static LayerTestResult<T, 4> GatherMultiDimParamsMultiDimIndicesAxis1TestImpl( |
| 239 | armnn::IWorkloadFactory& workloadFactory, |
| 240 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 241 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
| 242 | { |
| 243 | armnn::GatherDescriptor descriptor; |
| 244 | descriptor.m_Axis=1; |
| 245 | armnn::TensorInfo paramsInfo({ 3, 2, 3 }, ArmnnType); |
| 246 | armnn::TensorInfo indicesInfo({ 2, 3 }, armnn::DataType::Signed32); |
| 247 | armnn::TensorInfo outputInfo({ 3, 2, 3, 3 }, ArmnnType); |
| 248 | |
| 249 | if (armnn::IsQuantizedType<T>()) |
| 250 | { |
| 251 | paramsInfo.SetQuantizationScale(1.0f); |
| 252 | paramsInfo.SetQuantizationOffset(1); |
| 253 | outputInfo.SetQuantizationScale(1.0f); |
| 254 | outputInfo.SetQuantizationOffset(1); |
| 255 | } |
| 256 | |
| 257 | const std::vector<T> params = |
| 258 | { |
| 259 | 1, 2, 3, |
| 260 | 4, 5, 6, |
| 261 | |
| 262 | 7, 8, 9, |
| 263 | 10, 11, 12, |
| 264 | |
| 265 | 13, 14, 15, |
| 266 | 16, 17, 18 |
| 267 | }; |
| 268 | |
| 269 | const std::vector<int32_t> indices = { 1, 0, 1, 0, 1, 0 }; |
| 270 | |
| 271 | const std::vector<T> expectedOutput = |
| 272 | { |
| 273 | 4, 5, 6, |
| 274 | 1, 2, 3, |
| 275 | 4, 5, 6, |
| 276 | |
| 277 | 1, 2, 3, |
| 278 | 4, 5, 6, |
| 279 | 1, 2, 3, |
| 280 | |
| 281 | 10, 11, 12, |
| 282 | 7, 8, 9, |
| 283 | 10, 11, 12, |
| 284 | |
| 285 | 7, 8, 9, |
| 286 | 10, 11, 12, |
| 287 | 7, 8, 9, |
| 288 | |
| 289 | 16, 17, 18, |
| 290 | 13, 14, 15, |
| 291 | 16, 17, 18, |
| 292 | |
| 293 | 13, 14, 15, |
| 294 | 16, 17, 18, |
| 295 | 13, 14, 15 |
| 296 | }; |
| 297 | |
| 298 | return GatherTestImpl<ArmnnType, T, 3, 2, 4>( |
| 299 | workloadFactory, |
| 300 | memoryManager, |
| 301 | tensorHandleFactory, |
| 302 | paramsInfo, |
| 303 | indicesInfo, |
| 304 | outputInfo, |
| 305 | params, |
| 306 | indices, |
| 307 | expectedOutput, |
| 308 | descriptor); |
| 309 | } |
| 310 | |
| 311 | static LayerTestResult<T, 4> GatherMultiDimParamsMultiDimIndicesAxis2TestImpl( |
| 312 | armnn::IWorkloadFactory& workloadFactory, |
| 313 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 314 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
| 315 | { |
| 316 | armnn::GatherDescriptor descriptor; |
| 317 | descriptor.m_Axis=2; |
| 318 | armnn::TensorInfo paramsInfo({ 3, 2, 3 }, ArmnnType); |
| 319 | armnn::TensorInfo indicesInfo({ 2, 3 }, armnn::DataType::Signed32); |
| 320 | armnn::TensorInfo outputInfo({ 3, 2, 2, 3 }, ArmnnType); |
| 321 | |
| 322 | if (armnn::IsQuantizedType<T>()) |
| 323 | { |
| 324 | paramsInfo.SetQuantizationScale(1.0f); |
| 325 | paramsInfo.SetQuantizationOffset(1); |
| 326 | outputInfo.SetQuantizationScale(1.0f); |
| 327 | outputInfo.SetQuantizationOffset(1); |
| 328 | } |
| 329 | |
| 330 | const std::vector<T> params = |
| 331 | { |
| 332 | 1, 2, 3, |
| 333 | 4, 5, 6, |
| 334 | |
| 335 | 7, 8, 9, |
| 336 | 10, 11, 12, |
| 337 | |
| 338 | 13, 14, 15, |
| 339 | 16, 17, 18 |
| 340 | }; |
| 341 | |
| 342 | const std::vector<int32_t> indices = { 1, 2, 1, 2, 1, 0 }; |
| 343 | |
| 344 | const std::vector<T> expectedOutput = |
| 345 | { |
| 346 | 2, 3, 2, |
| 347 | 3, 2, 1, |
| 348 | |
| 349 | 5, 6, 5, |
| 350 | 6, 5, 4, |
| 351 | |
| 352 | 8, 9, 8, |
| 353 | 9, 8, 7, |
| 354 | |
| 355 | 11, 12, 11, |
| 356 | 12, 11, 10, |
| 357 | |
| 358 | 14, 15, 14, |
| 359 | 15, 14, 13, |
| 360 | |
| 361 | 17, 18, 17, |
| 362 | 18, 17, 16 |
| 363 | }; |
| 364 | |
| 365 | return GatherTestImpl<ArmnnType, T, 3, 2, 4>( |
| 366 | workloadFactory, |
| 367 | memoryManager, |
| 368 | tensorHandleFactory, |
| 369 | paramsInfo, |
| 370 | indicesInfo, |
| 371 | outputInfo, |
| 372 | params, |
| 373 | indices, |
| 374 | expectedOutput, |
| 375 | descriptor); |
| 376 | } |
Matthew Jackson | 9bff144 | 2019-09-12 09:08:23 +0100 | [diff] [blame] | 377 | }; |
| 378 | |
| 379 | template<typename T> |
| 380 | struct GatherTestHelper<armnn::DataType::Float16, T> |
| 381 | { |
| 382 | static LayerTestResult<T, 1> Gather1dParamsTestImpl( |
| 383 | armnn::IWorkloadFactory& workloadFactory, |
Finn Williams | c43de6a | 2020-08-27 11:13:25 +0100 | [diff] [blame] | 384 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 385 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 386 | { |
Matthew Jackson | 9bff144 | 2019-09-12 09:08:23 +0100 | [diff] [blame] | 387 | using namespace half_float::literal; |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 388 | |
Matthew Jackson | 9bff144 | 2019-09-12 09:08:23 +0100 | [diff] [blame] | 389 | armnn::TensorInfo paramsInfo({ 8 }, armnn::DataType::Float16); |
| 390 | armnn::TensorInfo indicesInfo({ 4 }, armnn::DataType::Signed32); |
| 391 | armnn::TensorInfo outputInfo({ 4 }, armnn::DataType::Float16); |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 392 | |
Matthew Jackson | 9bff144 | 2019-09-12 09:08:23 +0100 | [diff] [blame] | 393 | const std::vector<T> params = std::vector<T>({ 1._h, 2._h, 3._h, 4._h, 5._h, 6._h, 7._h, 8._h }); |
| 394 | const std::vector<int32_t> indices = std::vector<int32_t>({ 0, 2, 1, 5 }); |
| 395 | const std::vector<T> expectedOutput = std::vector<T>({ 1._h, 3._h, 2._h, 6._h }); |
| 396 | |
| 397 | return GatherTestImpl<armnn::DataType::Float16, T, 1, 1, 1>( |
| 398 | workloadFactory, |
| 399 | memoryManager, |
Finn Williams | c43de6a | 2020-08-27 11:13:25 +0100 | [diff] [blame] | 400 | tensorHandleFactory, |
Matthew Jackson | 9bff144 | 2019-09-12 09:08:23 +0100 | [diff] [blame] | 401 | paramsInfo, |
| 402 | indicesInfo, |
| 403 | outputInfo, |
| 404 | params, |
| 405 | indices, |
| 406 | expectedOutput); |
| 407 | } |
| 408 | |
| 409 | static LayerTestResult<T, 2> GatherMultiDimParamsTestImpl( |
| 410 | armnn::IWorkloadFactory& workloadFactory, |
Finn Williams | c43de6a | 2020-08-27 11:13:25 +0100 | [diff] [blame] | 411 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 412 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Matthew Jackson | 9bff144 | 2019-09-12 09:08:23 +0100 | [diff] [blame] | 413 | { |
| 414 | using namespace half_float::literal; |
| 415 | |
| 416 | armnn::TensorInfo paramsInfo({ 5, 2 }, armnn::DataType::Float16); |
| 417 | armnn::TensorInfo indicesInfo({ 3 }, armnn::DataType::Signed32); |
| 418 | armnn::TensorInfo outputInfo({ 3, 2 }, armnn::DataType::Float16); |
| 419 | |
| 420 | const std::vector<T> params = std::vector<T>({ 1._h, 2._h, 3._h, 4._h, 5._h, 6._h, 7._h, 8._h, 9._h, 10._h }); |
| 421 | |
| 422 | const std::vector<int32_t> indices = std::vector<int32_t>({ 1, 3, 4 }); |
| 423 | const std::vector<T> expectedOutput = std::vector<T>({ 3._h, 4._h, 7._h, 8._h, 9._h, 10._h }); |
| 424 | |
| 425 | return GatherTestImpl<armnn::DataType::Float16, T, 2, 1, 2>( |
| 426 | workloadFactory, |
| 427 | memoryManager, |
Finn Williams | c43de6a | 2020-08-27 11:13:25 +0100 | [diff] [blame] | 428 | tensorHandleFactory, |
Matthew Jackson | 9bff144 | 2019-09-12 09:08:23 +0100 | [diff] [blame] | 429 | paramsInfo, |
| 430 | indicesInfo, |
| 431 | outputInfo, |
| 432 | params, |
| 433 | indices, |
| 434 | expectedOutput); |
| 435 | } |
| 436 | |
| 437 | static LayerTestResult<T, 4> GatherMultiDimParamsMultiDimIndicesTestImpl( |
| 438 | armnn::IWorkloadFactory& workloadFactory, |
Finn Williams | c43de6a | 2020-08-27 11:13:25 +0100 | [diff] [blame] | 439 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 440 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Matthew Jackson | 9bff144 | 2019-09-12 09:08:23 +0100 | [diff] [blame] | 441 | { |
| 442 | using namespace half_float::literal; |
| 443 | |
| 444 | armnn::TensorInfo paramsInfo({ 3, 2, 3 }, armnn::DataType::Float16); |
| 445 | armnn::TensorInfo indicesInfo({ 2, 3 }, armnn::DataType::Signed32); |
| 446 | armnn::TensorInfo outputInfo({ 2, 3, 2, 3 }, armnn::DataType::Float16); |
| 447 | |
| 448 | const std::vector<T> params = |
| 449 | { |
| 450 | 1._h, 2._h, 3._h, |
| 451 | 4._h, 5._h, 6._h, |
| 452 | |
| 453 | 7._h, 8._h, 9._h, |
| 454 | 10._h, 11._h, 12._h, |
| 455 | |
| 456 | 13._h, 14._h, 15._h, |
| 457 | 16._h, 17._h, 18._h |
| 458 | }; |
| 459 | |
| 460 | const std::vector<int32_t> indices = { 1, 2, 1, 2, 1, 0 }; |
| 461 | |
| 462 | const std::vector<T> expectedOutput = |
| 463 | { |
| 464 | 7._h, 8._h, 9._h, |
| 465 | 10._h, 11._h, 12._h, |
| 466 | 13._h, 14._h, 15._h, |
| 467 | 16._h, 17._h, 18._h, |
| 468 | 7._h, 8._h, 9._h, |
| 469 | 10._h, 11._h, 12._h, |
| 470 | |
| 471 | 13._h, 14._h, 15._h, |
| 472 | 16._h, 17._h, 18._h, |
| 473 | 7._h, 8._h, 9._h, |
| 474 | 10._h, 11._h, 12._h, |
| 475 | 1._h, 2._h, 3._h, |
| 476 | 4._h, 5._h, 6._h |
| 477 | }; |
| 478 | |
| 479 | return GatherTestImpl<armnn::DataType::Float16, T, 3, 2, 4>( |
| 480 | workloadFactory, |
| 481 | memoryManager, |
Finn Williams | c43de6a | 2020-08-27 11:13:25 +0100 | [diff] [blame] | 482 | tensorHandleFactory, |
Matthew Jackson | 9bff144 | 2019-09-12 09:08:23 +0100 | [diff] [blame] | 483 | paramsInfo, |
| 484 | indicesInfo, |
| 485 | outputInfo, |
| 486 | params, |
| 487 | indices, |
| 488 | expectedOutput); |
| 489 | } |
| 490 | }; |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 491 | |
| 492 | } // anonymous namespace |
| 493 | |
Matthew Jackson | 9bff144 | 2019-09-12 09:08:23 +0100 | [diff] [blame] | 494 | LayerTestResult<float, 1> Gather1dParamsFloat32Test( |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 495 | armnn::IWorkloadFactory& workloadFactory, |
Finn Williams | c43de6a | 2020-08-27 11:13:25 +0100 | [diff] [blame] | 496 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 497 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 498 | { |
Finn Williams | c43de6a | 2020-08-27 11:13:25 +0100 | [diff] [blame] | 499 | return GatherTestHelper<armnn::DataType::Float32>::Gather1dParamsTestImpl( |
| 500 | workloadFactory, memoryManager, tensorHandleFactory); |
Matthew Jackson | 9bff144 | 2019-09-12 09:08:23 +0100 | [diff] [blame] | 501 | } |
| 502 | |
Nikhil Raj | 369d8fc | 2022-11-24 13:12:36 +0000 | [diff] [blame] | 503 | LayerTestResult<float, 1> Gather1dParamsAxisTest( |
| 504 | armnn::IWorkloadFactory& workloadFactory, |
| 505 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 506 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
| 507 | { |
| 508 | return GatherTestHelper<armnn::DataType::Float32>::Gather1dParamsAxisTestImpl( |
| 509 | workloadFactory, memoryManager, tensorHandleFactory); |
| 510 | } |
| 511 | |
Matthew Jackson | 9bff144 | 2019-09-12 09:08:23 +0100 | [diff] [blame] | 512 | LayerTestResult<armnn::Half, 1> Gather1dParamsFloat16Test( |
| 513 | armnn::IWorkloadFactory& workloadFactory, |
Finn Williams | c43de6a | 2020-08-27 11:13:25 +0100 | [diff] [blame] | 514 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 515 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Matthew Jackson | 9bff144 | 2019-09-12 09:08:23 +0100 | [diff] [blame] | 516 | { |
Finn Williams | c43de6a | 2020-08-27 11:13:25 +0100 | [diff] [blame] | 517 | return GatherTestHelper<armnn::DataType::Float16>::Gather1dParamsTestImpl( |
| 518 | workloadFactory, memoryManager, tensorHandleFactory); |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 519 | } |
| 520 | |
| 521 | LayerTestResult<uint8_t, 1> Gather1dParamsUint8Test( |
| 522 | armnn::IWorkloadFactory& workloadFactory, |
Finn Williams | c43de6a | 2020-08-27 11:13:25 +0100 | [diff] [blame] | 523 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 524 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 525 | { |
Finn Williams | c43de6a | 2020-08-27 11:13:25 +0100 | [diff] [blame] | 526 | return GatherTestHelper<armnn::DataType::QAsymmU8>::Gather1dParamsTestImpl( |
| 527 | workloadFactory, memoryManager, tensorHandleFactory); |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 528 | } |
| 529 | |
| 530 | LayerTestResult<int16_t, 1> Gather1dParamsInt16Test( |
| 531 | armnn::IWorkloadFactory& workloadFactory, |
Finn Williams | c43de6a | 2020-08-27 11:13:25 +0100 | [diff] [blame] | 532 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 533 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 534 | { |
Finn Williams | c43de6a | 2020-08-27 11:13:25 +0100 | [diff] [blame] | 535 | return GatherTestHelper<armnn::DataType::QSymmS16>::Gather1dParamsTestImpl( |
| 536 | workloadFactory, memoryManager, tensorHandleFactory); |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 537 | } |
| 538 | |
Teresa Charlin | 9349246 | 2020-05-29 13:08:59 +0100 | [diff] [blame] | 539 | LayerTestResult<int32_t, 1> Gather1dParamsInt32Test( |
Finn Williams | c43de6a | 2020-08-27 11:13:25 +0100 | [diff] [blame] | 540 | armnn::IWorkloadFactory& workloadFactory, |
| 541 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 542 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Teresa Charlin | 9349246 | 2020-05-29 13:08:59 +0100 | [diff] [blame] | 543 | { |
Finn Williams | c43de6a | 2020-08-27 11:13:25 +0100 | [diff] [blame] | 544 | return GatherTestHelper<armnn::DataType::Signed32>::Gather1dParamsTestImpl( |
| 545 | workloadFactory, memoryManager, tensorHandleFactory); |
Teresa Charlin | 9349246 | 2020-05-29 13:08:59 +0100 | [diff] [blame] | 546 | } |
| 547 | |
Matthew Jackson | 9bff144 | 2019-09-12 09:08:23 +0100 | [diff] [blame] | 548 | LayerTestResult<float, 2> GatherMultiDimParamsFloat32Test( |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 549 | armnn::IWorkloadFactory& workloadFactory, |
Finn Williams | c43de6a | 2020-08-27 11:13:25 +0100 | [diff] [blame] | 550 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 551 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 552 | { |
Finn Williams | c43de6a | 2020-08-27 11:13:25 +0100 | [diff] [blame] | 553 | return GatherTestHelper<armnn::DataType::Float32>::GatherMultiDimParamsTestImpl( |
| 554 | workloadFactory, memoryManager, tensorHandleFactory); |
Matthew Jackson | 9bff144 | 2019-09-12 09:08:23 +0100 | [diff] [blame] | 555 | } |
| 556 | |
| 557 | LayerTestResult<armnn::Half, 2> GatherMultiDimParamsFloat16Test( |
| 558 | armnn::IWorkloadFactory& workloadFactory, |
Finn Williams | c43de6a | 2020-08-27 11:13:25 +0100 | [diff] [blame] | 559 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 560 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Matthew Jackson | 9bff144 | 2019-09-12 09:08:23 +0100 | [diff] [blame] | 561 | { |
Finn Williams | c43de6a | 2020-08-27 11:13:25 +0100 | [diff] [blame] | 562 | return GatherTestHelper<armnn::DataType::Float16>::GatherMultiDimParamsTestImpl( |
| 563 | workloadFactory, memoryManager, tensorHandleFactory); |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 564 | } |
| 565 | |
| 566 | LayerTestResult<uint8_t, 2> GatherMultiDimParamsUint8Test( |
| 567 | armnn::IWorkloadFactory& workloadFactory, |
Finn Williams | c43de6a | 2020-08-27 11:13:25 +0100 | [diff] [blame] | 568 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 569 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 570 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 571 | return GatherTestHelper<armnn::DataType::QAsymmU8>::GatherMultiDimParamsTestImpl( |
Finn Williams | c43de6a | 2020-08-27 11:13:25 +0100 | [diff] [blame] | 572 | workloadFactory, memoryManager, tensorHandleFactory); |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 573 | } |
| 574 | |
| 575 | LayerTestResult<int16_t, 2> GatherMultiDimParamsInt16Test( |
Finn Williams | c43de6a | 2020-08-27 11:13:25 +0100 | [diff] [blame] | 576 | armnn::IWorkloadFactory& workloadFactory, |
| 577 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 578 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 579 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 580 | return GatherTestHelper<armnn::DataType::QSymmS16>::GatherMultiDimParamsTestImpl( |
Finn Williams | c43de6a | 2020-08-27 11:13:25 +0100 | [diff] [blame] | 581 | workloadFactory, memoryManager, tensorHandleFactory); |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 582 | } |
| 583 | |
Teresa Charlin | 9349246 | 2020-05-29 13:08:59 +0100 | [diff] [blame] | 584 | LayerTestResult<int32_t, 2> GatherMultiDimParamsInt32Test( |
Finn Williams | c43de6a | 2020-08-27 11:13:25 +0100 | [diff] [blame] | 585 | armnn::IWorkloadFactory& workloadFactory, |
| 586 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 587 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Teresa Charlin | 9349246 | 2020-05-29 13:08:59 +0100 | [diff] [blame] | 588 | { |
| 589 | return GatherTestHelper<armnn::DataType::Signed32>::GatherMultiDimParamsTestImpl( |
Finn Williams | c43de6a | 2020-08-27 11:13:25 +0100 | [diff] [blame] | 590 | workloadFactory, memoryManager, tensorHandleFactory); |
Teresa Charlin | 9349246 | 2020-05-29 13:08:59 +0100 | [diff] [blame] | 591 | } |
| 592 | |
Matthew Jackson | 9bff144 | 2019-09-12 09:08:23 +0100 | [diff] [blame] | 593 | LayerTestResult<float, 4> GatherMultiDimParamsMultiDimIndicesFloat32Test( |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 594 | armnn::IWorkloadFactory& workloadFactory, |
Finn Williams | c43de6a | 2020-08-27 11:13:25 +0100 | [diff] [blame] | 595 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 596 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 597 | { |
Matthew Jackson | 9bff144 | 2019-09-12 09:08:23 +0100 | [diff] [blame] | 598 | return GatherTestHelper<armnn::DataType::Float32>::GatherMultiDimParamsMultiDimIndicesTestImpl( |
Finn Williams | c43de6a | 2020-08-27 11:13:25 +0100 | [diff] [blame] | 599 | workloadFactory, memoryManager, tensorHandleFactory); |
Matthew Jackson | 9bff144 | 2019-09-12 09:08:23 +0100 | [diff] [blame] | 600 | } |
| 601 | |
Nikhil Raj | 369d8fc | 2022-11-24 13:12:36 +0000 | [diff] [blame] | 602 | LayerTestResult<float, 4> GatherMultiDimParamsMultiDimIndicesAxis1Test( |
| 603 | armnn::IWorkloadFactory& workloadFactory, |
| 604 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 605 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
| 606 | { |
| 607 | return GatherTestHelper<armnn::DataType::Float32>::GatherMultiDimParamsMultiDimIndicesAxis1TestImpl( |
| 608 | workloadFactory, memoryManager, tensorHandleFactory); |
| 609 | } |
| 610 | |
| 611 | LayerTestResult<float, 4> GatherMultiDimParamsMultiDimIndicesAxis2Test( |
| 612 | armnn::IWorkloadFactory& workloadFactory, |
| 613 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 614 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
| 615 | { |
| 616 | return GatherTestHelper<armnn::DataType::Float32>::GatherMultiDimParamsMultiDimIndicesAxis2TestImpl( |
| 617 | workloadFactory, memoryManager, tensorHandleFactory); |
| 618 | } |
| 619 | |
Matthew Jackson | 9bff144 | 2019-09-12 09:08:23 +0100 | [diff] [blame] | 620 | LayerTestResult<armnn::Half, 4> GatherMultiDimParamsMultiDimIndicesFloat16Test( |
| 621 | armnn::IWorkloadFactory& workloadFactory, |
Finn Williams | c43de6a | 2020-08-27 11:13:25 +0100 | [diff] [blame] | 622 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 623 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Matthew Jackson | 9bff144 | 2019-09-12 09:08:23 +0100 | [diff] [blame] | 624 | { |
| 625 | return GatherTestHelper<armnn::DataType::Float16>::GatherMultiDimParamsMultiDimIndicesTestImpl( |
Finn Williams | c43de6a | 2020-08-27 11:13:25 +0100 | [diff] [blame] | 626 | workloadFactory, memoryManager, tensorHandleFactory); |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 627 | } |
| 628 | |
| 629 | LayerTestResult<uint8_t, 4> GatherMultiDimParamsMultiDimIndicesUint8Test( |
| 630 | armnn::IWorkloadFactory& workloadFactory, |
Finn Williams | c43de6a | 2020-08-27 11:13:25 +0100 | [diff] [blame] | 631 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 632 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 633 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 634 | return GatherTestHelper<armnn::DataType::QAsymmU8>::GatherMultiDimParamsMultiDimIndicesTestImpl( |
Finn Williams | c43de6a | 2020-08-27 11:13:25 +0100 | [diff] [blame] | 635 | workloadFactory, memoryManager, tensorHandleFactory); |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 636 | } |
| 637 | |
| 638 | LayerTestResult<int16_t, 4> GatherMultiDimParamsMultiDimIndicesInt16Test( |
Finn Williams | c43de6a | 2020-08-27 11:13:25 +0100 | [diff] [blame] | 639 | armnn::IWorkloadFactory& workloadFactory, |
| 640 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 641 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 642 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 643 | return GatherTestHelper<armnn::DataType::QSymmS16>::GatherMultiDimParamsMultiDimIndicesTestImpl( |
Finn Williams | c43de6a | 2020-08-27 11:13:25 +0100 | [diff] [blame] | 644 | workloadFactory, memoryManager, tensorHandleFactory); |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 645 | } |
Teresa Charlin | 9349246 | 2020-05-29 13:08:59 +0100 | [diff] [blame] | 646 | |
| 647 | LayerTestResult<int32_t, 4> GatherMultiDimParamsMultiDimIndicesInt32Test( |
Finn Williams | c43de6a | 2020-08-27 11:13:25 +0100 | [diff] [blame] | 648 | armnn::IWorkloadFactory& workloadFactory, |
| 649 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 650 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Teresa Charlin | 9349246 | 2020-05-29 13:08:59 +0100 | [diff] [blame] | 651 | { |
| 652 | return GatherTestHelper<armnn::DataType::Signed32>::GatherMultiDimParamsMultiDimIndicesTestImpl( |
Finn Williams | c43de6a | 2020-08-27 11:13:25 +0100 | [diff] [blame] | 653 | workloadFactory, memoryManager, tensorHandleFactory); |
Teresa Charlin | 9349246 | 2020-05-29 13:08:59 +0100 | [diff] [blame] | 654 | } |