Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 1 | // |
| 2 | // Copyright © 2023 Arm Ltd and Contributors. All rights reserved. |
| 3 | // SPDX-License-Identifier: MIT |
| 4 | // |
| 5 | |
| 6 | #include "ReverseV2TestImpl.hpp" |
| 7 | |
| 8 | #include <armnn/backends/IBackendInternal.hpp> |
| 9 | #include <armnn/backends/Workload.hpp> |
| 10 | #include <armnn/backends/WorkloadData.hpp> |
| 11 | #include <armnn/backends/WorkloadFactory.hpp> |
| 12 | |
| 13 | #include <armnnTestUtils/WorkloadTestUtils.hpp> |
| 14 | #include <armnnUtils/QuantizeHelper.hpp> |
| 15 | #include <armnnTestUtils/TensorCopyUtils.hpp> |
| 16 | #include <armnn/Optional.hpp> |
| 17 | #include <armnn/BackendHelper.hpp> |
| 18 | |
| 19 | namespace |
| 20 | { |
Tianle Cheng | 21a9f33 | 2023-11-09 13:56:53 +0000 | [diff] [blame] | 21 | template<armnn::DataType ArmnnType, typename T, std::size_t NumDims> |
| 22 | LayerTestResult<T, NumDims> ReverseV2TestImpl( |
| 23 | armnn::IWorkloadFactory& workloadFactory, |
| 24 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 25 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
| 26 | const std::vector<T>& input, |
| 27 | const std::vector<int>& axis, |
| 28 | const std::vector<T>& outputExpected, |
| 29 | const armnn::TensorInfo& inputInfo, |
| 30 | const armnn::TensorInfo& axisInfo, |
| 31 | const armnn::TensorInfo& outputInfo) |
| 32 | { |
| 33 | LayerTestResult<T, NumDims> result(outputInfo); |
| 34 | std::vector<T> outputActual(outputInfo.GetNumElements()); |
| 35 | |
| 36 | std::unique_ptr<armnn::ITensorHandle> inputHandle = tensorHandleFactory.CreateTensorHandle(inputInfo); |
| 37 | std::unique_ptr<armnn::ITensorHandle> axisHandle = tensorHandleFactory.CreateTensorHandle(axisInfo); |
| 38 | std::unique_ptr<armnn::ITensorHandle> outputHandle = tensorHandleFactory.CreateTensorHandle(outputInfo); |
| 39 | |
| 40 | armnn::ReverseV2QueueDescriptor queueDescriptor; |
| 41 | armnn::WorkloadInfo workloadInfo; |
| 42 | |
| 43 | AddInputToWorkload(queueDescriptor, workloadInfo, inputInfo, inputHandle.get()); |
| 44 | AddInputToWorkload(queueDescriptor, workloadInfo, axisInfo, axisHandle.get()); |
| 45 | AddOutputToWorkload(queueDescriptor, workloadInfo, outputInfo, outputHandle.get()); |
| 46 | |
| 47 | // Don't execute if ReverseV2 is not supported, as an exception will be raised. |
| 48 | const armnn::BackendId& backend = workloadFactory.GetBackendId(); |
| 49 | std::string reasonIfUnsupported; |
| 50 | armnn::LayerSupportHandle handle = armnn::GetILayerSupportByBackendId(backend); |
| 51 | result.m_Supported = handle.IsReverseV2Supported(inputInfo, |
| 52 | axisInfo, |
| 53 | outputInfo, |
| 54 | reasonIfUnsupported); |
| 55 | if (!result.m_Supported) |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 56 | { |
Tianle Cheng | 21a9f33 | 2023-11-09 13:56:53 +0000 | [diff] [blame] | 57 | return result; |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 58 | } |
Tianle Cheng | 21a9f33 | 2023-11-09 13:56:53 +0000 | [diff] [blame] | 59 | |
| 60 | auto workload = workloadFactory.CreateWorkload(armnn::LayerType::ReverseV2, queueDescriptor, workloadInfo); |
| 61 | |
| 62 | inputHandle->Allocate(); |
| 63 | axisHandle->Allocate(); |
| 64 | outputHandle->Allocate(); |
| 65 | |
| 66 | if (input.data() != nullptr) |
| 67 | { |
| 68 | CopyDataToITensorHandle(inputHandle.get(), input.data()); |
| 69 | } |
| 70 | if (axis.data() != nullptr) |
| 71 | { |
| 72 | CopyDataToITensorHandle(axisHandle.get(), axis.data()); |
| 73 | } |
| 74 | |
| 75 | workload->PostAllocationConfigure(); |
| 76 | ExecuteWorkload(*workload, memoryManager); |
| 77 | |
| 78 | if (outputActual.data() != nullptr) |
| 79 | { |
| 80 | CopyDataFromITensorHandle(outputActual.data(), outputHandle.get()); |
| 81 | } |
| 82 | |
| 83 | return LayerTestResult<T, NumDims>(outputActual, |
| 84 | outputExpected, |
| 85 | outputHandle->GetShape(), |
| 86 | outputInfo.GetShape()); |
| 87 | |
| 88 | } |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 89 | } |
| 90 | |
| 91 | template<armnn::DataType ArmnnType, typename T> |
| 92 | LayerTestResult<T, 2> ReverseV2SimpleTestEmptyAxis( |
| 93 | armnn::IWorkloadFactory& workloadFactory, |
| 94 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 95 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
| 96 | { |
Tracy Narine | bb8d759 | 2023-07-13 16:50:54 +0100 | [diff] [blame] | 97 | // Simple test with no axes set so output is the same as input |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 98 | |
| 99 | float qScale = 1.0f; |
| 100 | int32_t qOffset = 0; |
| 101 | |
| 102 | armnn::TensorInfo inputInfo({2,2}, ArmnnType, qScale, qOffset); |
Tracy Narine | bb8d759 | 2023-07-13 16:50:54 +0100 | [diff] [blame] | 103 | armnn::TensorInfo axisInfo({}, armnn::DataType::Signed32, qScale, qOffset); |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 104 | armnn::TensorInfo outputInfo({2,2}, ArmnnType, qScale, qOffset); |
| 105 | |
| 106 | std::vector<T> input = armnnUtils::QuantizedVector<T>({ |
| 107 | 1, 2, |
| 108 | 3, 4 |
| 109 | }, qScale, qOffset); |
| 110 | |
Tianle Cheng | 21a9f33 | 2023-11-09 13:56:53 +0000 | [diff] [blame] | 111 | std::vector<int> axis = armnnUtils::QuantizedVector<int>({}, qScale, qOffset); |
Tracy Narine | bb8d759 | 2023-07-13 16:50:54 +0100 | [diff] [blame] | 112 | |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 113 | std::vector<T> outputExpected = armnnUtils::QuantizedVector<T>({ |
| 114 | 1, 2, |
| 115 | 3, 4 |
| 116 | }, qScale, qOffset); |
| 117 | |
| 118 | return ReverseV2TestImpl<ArmnnType, T, 2>(workloadFactory, |
Tianle Cheng | 21a9f33 | 2023-11-09 13:56:53 +0000 | [diff] [blame] | 119 | memoryManager, |
| 120 | tensorHandleFactory, |
| 121 | input, |
| 122 | axis, |
| 123 | outputExpected, |
| 124 | inputInfo, |
| 125 | axisInfo, |
| 126 | outputInfo); |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 127 | } |
| 128 | |
| 129 | template<armnn::DataType ArmnnType, typename T> |
| 130 | LayerTestResult<T, 2> ReverseV2SimpleTestEmptyTensor( |
| 131 | armnn::IWorkloadFactory& workloadFactory, |
| 132 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 133 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
| 134 | { |
Tracy Narine | bb8d759 | 2023-07-13 16:50:54 +0100 | [diff] [blame] | 135 | // Simple test with empty input tensor |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 136 | |
| 137 | float qScale = 1.0f; |
| 138 | int32_t qOffset = 0; |
| 139 | |
| 140 | armnn::TensorInfo inputInfo({0}, ArmnnType, qScale, qOffset); |
Tracy Narine | bb8d759 | 2023-07-13 16:50:54 +0100 | [diff] [blame] | 141 | armnn::TensorInfo axisInfo({0}, armnn::DataType::Signed32, qScale, qOffset); |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 142 | armnn::TensorInfo outputInfo({0}, ArmnnType, qScale, qOffset); |
| 143 | |
| 144 | std::vector<T> input = armnnUtils::QuantizedVector<T>({}, qScale, qOffset); |
Tracy Narine | bb8d759 | 2023-07-13 16:50:54 +0100 | [diff] [blame] | 145 | std::vector<int> axis = armnnUtils::QuantizedVector<int>({}, qScale, qOffset); |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 146 | std::vector<T> outputExpected = armnnUtils::QuantizedVector<T>({}, qScale, qOffset); |
| 147 | |
| 148 | return ReverseV2TestImpl<ArmnnType, T, 2>(workloadFactory, |
| 149 | memoryManager, |
| 150 | tensorHandleFactory, |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 151 | input, |
Tracy Narine | bb8d759 | 2023-07-13 16:50:54 +0100 | [diff] [blame] | 152 | axis, |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 153 | outputExpected, |
| 154 | inputInfo, |
Tracy Narine | bb8d759 | 2023-07-13 16:50:54 +0100 | [diff] [blame] | 155 | axisInfo, |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 156 | outputInfo); |
| 157 | } |
| 158 | |
| 159 | template<armnn::DataType ArmnnType, typename T> |
| 160 | LayerTestResult<T, 2> ReverseV2SimpleTest1Dim( |
| 161 | armnn::IWorkloadFactory& workloadFactory, |
| 162 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 163 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
| 164 | { |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 165 | float qScale = 1.0f; |
| 166 | int32_t qOffset = 0; |
| 167 | |
| 168 | armnn::TensorInfo inputInfo({4}, ArmnnType, qScale, qOffset); |
Tracy Narine | bb8d759 | 2023-07-13 16:50:54 +0100 | [diff] [blame] | 169 | armnn::TensorInfo axisInfo({1}, armnn::DataType::Signed32, qScale, qOffset); |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 170 | armnn::TensorInfo outputInfo({4}, ArmnnType, qScale, qOffset); |
| 171 | |
| 172 | std::vector<T> input = armnnUtils::QuantizedVector<T>({ |
| 173 | 1, 2, |
| 174 | 3, 4 |
| 175 | }, qScale, qOffset); |
| 176 | |
Tracy Narine | bb8d759 | 2023-07-13 16:50:54 +0100 | [diff] [blame] | 177 | std::vector<int> axis = {0}; |
| 178 | |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 179 | std::vector<T> outputExpected = armnnUtils::QuantizedVector<T>({ |
| 180 | 4, 3, |
| 181 | 2, 1 |
| 182 | }, qScale, qOffset); |
| 183 | |
| 184 | return ReverseV2TestImpl<ArmnnType, T, 2>(workloadFactory, |
| 185 | memoryManager, |
| 186 | tensorHandleFactory, |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 187 | input, |
Tracy Narine | bb8d759 | 2023-07-13 16:50:54 +0100 | [diff] [blame] | 188 | axis, |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 189 | outputExpected, |
| 190 | inputInfo, |
Tracy Narine | bb8d759 | 2023-07-13 16:50:54 +0100 | [diff] [blame] | 191 | axisInfo, |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 192 | outputInfo); |
| 193 | } |
| 194 | |
| 195 | template<armnn::DataType ArmnnType, typename T> |
| 196 | LayerTestResult<T, 2> ReverseV2SimpleTest2Dim1Axis( |
| 197 | armnn::IWorkloadFactory& workloadFactory, |
| 198 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 199 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
| 200 | { |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 201 | float qScale = 1.0f; |
| 202 | int32_t qOffset = 0; |
| 203 | |
| 204 | armnn::TensorInfo inputInfo({2,2}, ArmnnType, qScale, qOffset); |
Tracy Narine | bb8d759 | 2023-07-13 16:50:54 +0100 | [diff] [blame] | 205 | armnn::TensorInfo axisInfo({1}, armnn::DataType::Signed32, qScale, qOffset); |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 206 | armnn::TensorInfo outputInfo({2,2}, ArmnnType, qScale, qOffset); |
| 207 | |
| 208 | std::vector<T> input = armnnUtils::QuantizedVector<T>({ |
| 209 | 1, 2, |
| 210 | 3, 4 |
| 211 | }, qScale, qOffset); |
| 212 | |
Tracy Narine | bb8d759 | 2023-07-13 16:50:54 +0100 | [diff] [blame] | 213 | std::vector<int> axis = {1}; |
| 214 | |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 215 | std::vector<T> outputExpected = armnnUtils::QuantizedVector<T>({ |
| 216 | 2, 1, |
| 217 | 4, 3 |
| 218 | }, qScale, qOffset); |
| 219 | |
| 220 | return ReverseV2TestImpl<ArmnnType, T, 2>(workloadFactory, |
| 221 | memoryManager, |
| 222 | tensorHandleFactory, |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 223 | input, |
Tracy Narine | bb8d759 | 2023-07-13 16:50:54 +0100 | [diff] [blame] | 224 | axis, |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 225 | outputExpected, |
| 226 | inputInfo, |
Tracy Narine | bb8d759 | 2023-07-13 16:50:54 +0100 | [diff] [blame] | 227 | axisInfo, |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 228 | outputInfo); |
| 229 | } |
| 230 | |
| 231 | template<armnn::DataType ArmnnType, typename T> |
| 232 | LayerTestResult<T, 2> ReverseV2SimpleTest2Dim2Axis( |
| 233 | armnn::IWorkloadFactory& workloadFactory, |
| 234 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 235 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
| 236 | { |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 237 | float qScale = 1.0f; |
| 238 | int32_t qOffset = 0; |
| 239 | |
| 240 | armnn::TensorInfo inputInfo({2,2}, ArmnnType, qScale, qOffset); |
Tracy Narine | bb8d759 | 2023-07-13 16:50:54 +0100 | [diff] [blame] | 241 | armnn::TensorInfo axisInfo({2}, armnn::DataType::Signed32, qScale, qOffset); |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 242 | armnn::TensorInfo outputInfo({2,2}, ArmnnType, qScale, qOffset); |
| 243 | |
| 244 | std::vector<T> input = armnnUtils::QuantizedVector<T>({ |
| 245 | 1, 2, |
| 246 | 3, 4 |
| 247 | }, qScale, qOffset); |
| 248 | |
Tracy Narine | bb8d759 | 2023-07-13 16:50:54 +0100 | [diff] [blame] | 249 | std::vector<int> axis = {1,0}; |
| 250 | |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 251 | std::vector<T> outputExpected = armnnUtils::QuantizedVector<T>({ |
| 252 | 4, 3, |
| 253 | 2, 1 |
| 254 | }, qScale, qOffset); |
| 255 | |
| 256 | return ReverseV2TestImpl<ArmnnType, T, 2>(workloadFactory, |
| 257 | memoryManager, |
| 258 | tensorHandleFactory, |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 259 | input, |
Tracy Narine | bb8d759 | 2023-07-13 16:50:54 +0100 | [diff] [blame] | 260 | axis, |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 261 | outputExpected, |
| 262 | inputInfo, |
Tracy Narine | bb8d759 | 2023-07-13 16:50:54 +0100 | [diff] [blame] | 263 | axisInfo, |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 264 | outputInfo); |
| 265 | } |
| 266 | |
| 267 | template<armnn::DataType ArmnnType, typename T> |
| 268 | LayerTestResult<T, 2> ReverseV2SimpleTest3Dim1Axis( |
| 269 | armnn::IWorkloadFactory& workloadFactory, |
| 270 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 271 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
| 272 | { |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 273 | float qScale = 1.0f; |
| 274 | int32_t qOffset = 0; |
| 275 | |
| 276 | armnn::TensorInfo inputInfo({2, 3, 4}, ArmnnType, qScale, qOffset); |
Tracy Narine | bb8d759 | 2023-07-13 16:50:54 +0100 | [diff] [blame] | 277 | armnn::TensorInfo axisInfo({1}, armnn::DataType::Signed32, qScale, qOffset); |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 278 | armnn::TensorInfo outputInfo({2, 3, 4}, ArmnnType, qScale, qOffset); |
| 279 | |
| 280 | std::vector<T> input = armnnUtils::QuantizedVector<T>({ |
| 281 | 1, 2, 3, 4, |
| 282 | 5, 6, 7, 8, |
| 283 | 9, 10, 11, 12, |
| 284 | 13, 14, 15, 16, |
| 285 | 17, 18, 19, 20, |
| 286 | 21, 22, 23, 24 |
| 287 | }, qScale, qOffset); |
| 288 | |
Tracy Narine | bb8d759 | 2023-07-13 16:50:54 +0100 | [diff] [blame] | 289 | std::vector<int> axis = {1}; |
| 290 | |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 291 | std::vector<T> outputExpected = armnnUtils::QuantizedVector<T>({ |
| 292 | 9, 10, 11, 12, |
| 293 | 5, 6, 7, 8, |
| 294 | 1, 2, 3, 4, |
| 295 | 21, 22, 23, 24, |
| 296 | 17, 18, 19, 20, |
| 297 | 13, 14, 15, 16 |
| 298 | }, qScale, qOffset); |
| 299 | |
| 300 | return ReverseV2TestImpl<ArmnnType, T, 2>(workloadFactory, |
| 301 | memoryManager, |
| 302 | tensorHandleFactory, |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 303 | input, |
Tracy Narine | bb8d759 | 2023-07-13 16:50:54 +0100 | [diff] [blame] | 304 | axis, |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 305 | outputExpected, |
| 306 | inputInfo, |
Tracy Narine | bb8d759 | 2023-07-13 16:50:54 +0100 | [diff] [blame] | 307 | axisInfo, |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 308 | outputInfo); |
| 309 | } |
| 310 | |
| 311 | template<armnn::DataType ArmnnType, typename T> |
| 312 | LayerTestResult<T, 2> ReverseV2SimpleTest3Dim2Axis( |
| 313 | armnn::IWorkloadFactory& workloadFactory, |
| 314 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 315 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
| 316 | { |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 317 | float qScale = 1.0f; |
| 318 | int32_t qOffset = 0; |
| 319 | |
| 320 | armnn::TensorInfo inputInfo({2, 3, 4}, ArmnnType, qScale, qOffset); |
Tracy Narine | bb8d759 | 2023-07-13 16:50:54 +0100 | [diff] [blame] | 321 | armnn::TensorInfo axisInfo({2}, armnn::DataType::Signed32, qScale, qOffset); |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 322 | armnn::TensorInfo outputInfo({2, 3, 4}, ArmnnType, qScale, qOffset); |
| 323 | |
| 324 | std::vector<T> input = armnnUtils::QuantizedVector<T>({ |
| 325 | 1, 2, 3, 4, |
| 326 | 5, 6, 7, 8, |
| 327 | 9, 10, 11, 12, |
| 328 | 13, 14, 15, 16, |
| 329 | 17, 18, 19, 20, |
| 330 | 21, 22, 23, 24 |
| 331 | }, qScale, qOffset); |
| 332 | |
Tracy Narine | bb8d759 | 2023-07-13 16:50:54 +0100 | [diff] [blame] | 333 | std::vector<int> axis = {0, 1}; |
| 334 | |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 335 | std::vector<T> outputExpected = armnnUtils::QuantizedVector<T>({ |
| 336 | 21, 22, 23, 24, |
| 337 | 17, 18, 19, 20, |
| 338 | 13, 14, 15, 16, |
| 339 | 9, 10, 11, 12, |
| 340 | 5, 6, 7, 8, |
| 341 | 1, 2, 3, 4 |
| 342 | }, qScale, qOffset); |
| 343 | |
| 344 | return ReverseV2TestImpl<ArmnnType, T, 2>(workloadFactory, |
| 345 | memoryManager, |
| 346 | tensorHandleFactory, |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 347 | input, |
Tracy Narine | bb8d759 | 2023-07-13 16:50:54 +0100 | [diff] [blame] | 348 | axis, |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 349 | outputExpected, |
| 350 | inputInfo, |
Tracy Narine | bb8d759 | 2023-07-13 16:50:54 +0100 | [diff] [blame] | 351 | axisInfo, |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 352 | outputInfo); |
| 353 | } |
| 354 | |
| 355 | template<armnn::DataType ArmnnType, typename T> |
| 356 | LayerTestResult<T, 2> ReverseV2SimpleTest3Dim3Axis( |
| 357 | armnn::IWorkloadFactory& workloadFactory, |
| 358 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 359 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
| 360 | { |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 361 | float qScale = 1.0f; |
| 362 | int32_t qOffset = 0; |
| 363 | |
| 364 | armnn::TensorInfo inputInfo({2, 3, 4}, ArmnnType, qScale, qOffset); |
Tracy Narine | bb8d759 | 2023-07-13 16:50:54 +0100 | [diff] [blame] | 365 | armnn::TensorInfo axisInfo({3}, armnn::DataType::Signed32, qScale, qOffset); |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 366 | armnn::TensorInfo outputInfo({2, 3, 4}, ArmnnType, qScale, qOffset); |
| 367 | |
| 368 | std::vector<T> input = armnnUtils::QuantizedVector<T>({ |
| 369 | 1, 2, 3, 4, |
| 370 | 5, 6, 7, 8, |
| 371 | 9, 10, 11, 12, |
| 372 | 13, 14, 15, 16, |
| 373 | 17, 18, 19, 20, |
| 374 | 21, 22, 23, 24 |
| 375 | }, qScale, qOffset); |
| 376 | |
Tracy Narine | bb8d759 | 2023-07-13 16:50:54 +0100 | [diff] [blame] | 377 | std::vector<int> axis = {1, 0, 2}; |
| 378 | |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 379 | std::vector<T> outputExpected = armnnUtils::QuantizedVector<T>({ |
| 380 | 24, 23, 22, 21, |
| 381 | 20, 19, 18, 17, |
| 382 | 16, 15, 14, 13, |
| 383 | 12, 11, 10, 9, |
| 384 | 8, 7, 6, 5, |
| 385 | 4, 3, 2, 1 |
| 386 | }, qScale, qOffset); |
| 387 | |
| 388 | return ReverseV2TestImpl<ArmnnType, T, 2>(workloadFactory, |
| 389 | memoryManager, |
| 390 | tensorHandleFactory, |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 391 | input, |
Tracy Narine | bb8d759 | 2023-07-13 16:50:54 +0100 | [diff] [blame] | 392 | axis, |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 393 | outputExpected, |
| 394 | inputInfo, |
Tracy Narine | bb8d759 | 2023-07-13 16:50:54 +0100 | [diff] [blame] | 395 | axisInfo, |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 396 | outputInfo); |
| 397 | } |
| 398 | |
| 399 | template<armnn::DataType ArmnnType, typename T> |
| 400 | LayerTestResult<T, 2> ReverseV2SimpleTest4Dim1Axis( |
| 401 | armnn::IWorkloadFactory& workloadFactory, |
| 402 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 403 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
| 404 | { |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 405 | float qScale = 1.0f; |
| 406 | int32_t qOffset = 0; |
| 407 | |
| 408 | armnn::TensorInfo inputInfo({2, 2, 2, 3}, ArmnnType, qScale, qOffset); |
Tracy Narine | bb8d759 | 2023-07-13 16:50:54 +0100 | [diff] [blame] | 409 | armnn::TensorInfo axisInfo({1}, armnn::DataType::Signed32, qScale, qOffset); |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 410 | armnn::TensorInfo outputInfo({2, 2, 2, 3}, ArmnnType, qScale, qOffset); |
| 411 | |
| 412 | std::vector<T> input = armnnUtils::QuantizedVector<T>({ |
| 413 | 1, 2, 3, |
| 414 | 4, 5, 6, |
| 415 | 7, 8, 9, |
| 416 | 10, 11, 12, |
| 417 | 13, 14, 15, |
| 418 | 16, 17, 18, |
| 419 | 19, 20, 21, |
| 420 | 22, 23, 24 |
| 421 | }, qScale, qOffset); |
| 422 | |
Tracy Narine | bb8d759 | 2023-07-13 16:50:54 +0100 | [diff] [blame] | 423 | std::vector<int> axis = {0}; |
| 424 | |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 425 | std::vector<T> outputExpected = armnnUtils::QuantizedVector<T>({ |
| 426 | 13, 14, 15, |
| 427 | 16, 17, 18, |
| 428 | 19, 20, 21, |
| 429 | 22, 23, 24, |
| 430 | 1, 2, 3, |
| 431 | 4, 5, 6, |
| 432 | 7, 8, 9, |
| 433 | 10, 11, 12 |
| 434 | }, qScale, qOffset); |
| 435 | |
| 436 | return ReverseV2TestImpl<ArmnnType, T, 2>(workloadFactory, |
| 437 | memoryManager, |
| 438 | tensorHandleFactory, |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 439 | input, |
Tracy Narine | bb8d759 | 2023-07-13 16:50:54 +0100 | [diff] [blame] | 440 | axis, |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 441 | outputExpected, |
| 442 | inputInfo, |
Tracy Narine | bb8d759 | 2023-07-13 16:50:54 +0100 | [diff] [blame] | 443 | axisInfo, |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 444 | outputInfo); |
| 445 | } |
| 446 | |
| 447 | template<armnn::DataType ArmnnType, typename T> |
| 448 | LayerTestResult<T, 2> ReverseV2SimpleTest4Dim2Axis( |
| 449 | armnn::IWorkloadFactory& workloadFactory, |
| 450 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 451 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
| 452 | { |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 453 | float qScale = 1.0f; |
| 454 | int32_t qOffset = 0; |
| 455 | |
| 456 | armnn::TensorInfo inputInfo({2, 2, 2, 3}, ArmnnType, qScale, qOffset); |
Tracy Narine | bb8d759 | 2023-07-13 16:50:54 +0100 | [diff] [blame] | 457 | armnn::TensorInfo axisInfo({2}, armnn::DataType::Signed32, qScale, qOffset); |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 458 | armnn::TensorInfo outputInfo({2, 2, 2, 3}, ArmnnType, qScale, qOffset); |
| 459 | |
| 460 | std::vector<T> input = armnnUtils::QuantizedVector<T>({ |
| 461 | 1, 2, 3, |
| 462 | 4, 5, 6, |
| 463 | 7, 8, 9, |
| 464 | 10, 11, 12, |
| 465 | 13, 14, 15, |
| 466 | 16, 17, 18, |
| 467 | 19, 20, 21, |
| 468 | 22, 23, 24 |
| 469 | }, qScale, qOffset); |
| 470 | |
Tracy Narine | bb8d759 | 2023-07-13 16:50:54 +0100 | [diff] [blame] | 471 | std::vector<int> axis = {0, 1}; |
| 472 | |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 473 | std::vector<T> outputExpected = armnnUtils::QuantizedVector<T>({ |
| 474 | 19, 20, 21, |
| 475 | 22, 23, 24, |
| 476 | 13, 14, 15, |
| 477 | 16, 17, 18, |
| 478 | 7, 8, 9, |
| 479 | 10, 11, 12, |
| 480 | 1, 2, 3, |
| 481 | 4, 5, 6 |
| 482 | }, qScale, qOffset); |
| 483 | |
| 484 | return ReverseV2TestImpl<ArmnnType, T, 2>(workloadFactory, |
| 485 | memoryManager, |
| 486 | tensorHandleFactory, |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 487 | input, |
Tracy Narine | bb8d759 | 2023-07-13 16:50:54 +0100 | [diff] [blame] | 488 | axis, |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 489 | outputExpected, |
| 490 | inputInfo, |
Tracy Narine | bb8d759 | 2023-07-13 16:50:54 +0100 | [diff] [blame] | 491 | axisInfo, |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 492 | outputInfo); |
| 493 | } |
| 494 | |
| 495 | template<armnn::DataType ArmnnType, typename T> |
| 496 | LayerTestResult<T, 2> ReverseV2SimpleTest4Dim3Axis( |
| 497 | armnn::IWorkloadFactory& workloadFactory, |
| 498 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 499 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
| 500 | { |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 501 | float qScale = 1.0f; |
| 502 | int32_t qOffset = 0; |
| 503 | |
| 504 | armnn::TensorInfo inputInfo({2, 2, 2, 3}, ArmnnType, qScale, qOffset); |
Tracy Narine | bb8d759 | 2023-07-13 16:50:54 +0100 | [diff] [blame] | 505 | armnn::TensorInfo axisInfo({3}, armnn::DataType::Signed32, qScale, qOffset); |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 506 | armnn::TensorInfo outputInfo({2, 2, 2, 3}, ArmnnType, qScale, qOffset); |
| 507 | |
| 508 | std::vector<T> input = armnnUtils::QuantizedVector<T>({ |
| 509 | 1, 2, 3, |
| 510 | 4, 5, 6, |
| 511 | 7, 8, 9, |
| 512 | 10, 11, 12, |
| 513 | 13, 14, 15, |
| 514 | 16, 17, 18, |
| 515 | 19, 20, 21, |
| 516 | 22, 23, 24 |
| 517 | }, qScale, qOffset); |
| 518 | |
Tracy Narine | bb8d759 | 2023-07-13 16:50:54 +0100 | [diff] [blame] | 519 | std::vector<int> axis = {0, 1, 2}; |
| 520 | |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 521 | std::vector<T> outputExpected = armnnUtils::QuantizedVector<T>({ |
| 522 | 22, 23, 24, |
| 523 | 19, 20, 21, |
| 524 | 16, 17, 18, |
| 525 | 13, 14, 15, |
| 526 | 10, 11, 12, |
| 527 | 7, 8, 9, |
| 528 | 4, 5, 6, |
| 529 | 1, 2, 3 |
| 530 | }, qScale, qOffset); |
| 531 | |
| 532 | return ReverseV2TestImpl<ArmnnType, T, 2>(workloadFactory, |
| 533 | memoryManager, |
| 534 | tensorHandleFactory, |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 535 | input, |
Tracy Narine | bb8d759 | 2023-07-13 16:50:54 +0100 | [diff] [blame] | 536 | axis, |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 537 | outputExpected, |
| 538 | inputInfo, |
Tracy Narine | bb8d759 | 2023-07-13 16:50:54 +0100 | [diff] [blame] | 539 | axisInfo, |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 540 | outputInfo); |
| 541 | } |
| 542 | |
| 543 | template<armnn::DataType ArmnnType, typename T> |
| 544 | LayerTestResult<T, 2> ReverseV2SimpleTest4Dim4Axis( |
| 545 | armnn::IWorkloadFactory& workloadFactory, |
| 546 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 547 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
| 548 | { |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 549 | float qScale = 1.0f; |
| 550 | int32_t qOffset = 0; |
| 551 | |
| 552 | armnn::TensorInfo inputInfo({2, 2, 2, 3}, ArmnnType, qScale, qOffset); |
Tracy Narine | bb8d759 | 2023-07-13 16:50:54 +0100 | [diff] [blame] | 553 | armnn::TensorInfo axisInfo({4}, armnn::DataType::Signed32, qScale, qOffset); |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 554 | armnn::TensorInfo outputInfo({2, 2, 2, 3}, ArmnnType, qScale, qOffset); |
| 555 | |
| 556 | std::vector<T> input = armnnUtils::QuantizedVector<T>({ |
| 557 | 1, 2, 3, |
| 558 | 4, 5, 6, |
| 559 | 7, 8, 9, |
| 560 | 10, 11, 12, |
| 561 | 13, 14, 15, |
| 562 | 16, 17, 18, |
| 563 | 19, 20, 21, |
| 564 | 22, 23, 24 |
| 565 | }, qScale, qOffset); |
| 566 | |
Tracy Narine | bb8d759 | 2023-07-13 16:50:54 +0100 | [diff] [blame] | 567 | std::vector<int> axis = {0, 1, 2, 3}; |
| 568 | |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 569 | std::vector<T> outputExpected = armnnUtils::QuantizedVector<T>({ |
Tracy Narine | bb8d759 | 2023-07-13 16:50:54 +0100 | [diff] [blame] | 570 | 24, 23, 22, |
| 571 | 21, 20, 19, |
| 572 | 18, 17, 16, |
| 573 | 15, 14, 13, |
| 574 | 12, 11, 10, |
| 575 | 9, 8, 7, |
| 576 | 6, 5, 4, |
| 577 | 3, 2, 1 |
| 578 | }, qScale, qOffset); |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 579 | |
| 580 | return ReverseV2TestImpl<ArmnnType, T, 2>(workloadFactory, |
| 581 | memoryManager, |
| 582 | tensorHandleFactory, |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 583 | input, |
Tracy Narine | bb8d759 | 2023-07-13 16:50:54 +0100 | [diff] [blame] | 584 | axis, |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 585 | outputExpected, |
| 586 | inputInfo, |
Tracy Narine | bb8d759 | 2023-07-13 16:50:54 +0100 | [diff] [blame] | 587 | axisInfo, |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 588 | outputInfo); |
| 589 | } |
| 590 | |
| 591 | template<armnn::DataType ArmnnType, typename T> |
| 592 | LayerTestResult<T, 2> ReverseV2EvenRowOddColTest2Dim( |
| 593 | armnn::IWorkloadFactory& workloadFactory, |
| 594 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 595 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
| 596 | { |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 597 | float qScale = 1.0f; |
| 598 | int32_t qOffset = 0; |
| 599 | |
| 600 | armnn::TensorInfo inputInfo({2, 3}, ArmnnType, qScale, qOffset); |
Tracy Narine | bb8d759 | 2023-07-13 16:50:54 +0100 | [diff] [blame] | 601 | armnn::TensorInfo axisInfo({1}, armnn::DataType::Signed32, qScale, qOffset); |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 602 | armnn::TensorInfo outputInfo({2, 3}, ArmnnType, qScale, qOffset); |
| 603 | |
| 604 | std::vector<T> input = armnnUtils::QuantizedVector<T>({ |
| 605 | 1, 2, 3, |
| 606 | 4, 5, 6 |
| 607 | }, qScale, qOffset); |
| 608 | |
Tracy Narine | bb8d759 | 2023-07-13 16:50:54 +0100 | [diff] [blame] | 609 | std::vector<int> axis = {1}; |
| 610 | |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 611 | std::vector<T> outputExpected = armnnUtils::QuantizedVector<T>({ |
| 612 | 3, 2, 1, |
| 613 | 6, 5, 4 |
| 614 | }, qScale, qOffset); |
| 615 | |
| 616 | return ReverseV2TestImpl<ArmnnType, T, 2>(workloadFactory, |
| 617 | memoryManager, |
| 618 | tensorHandleFactory, |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 619 | input, |
Tracy Narine | bb8d759 | 2023-07-13 16:50:54 +0100 | [diff] [blame] | 620 | axis, |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 621 | outputExpected, |
| 622 | inputInfo, |
Tracy Narine | bb8d759 | 2023-07-13 16:50:54 +0100 | [diff] [blame] | 623 | axisInfo, |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 624 | outputInfo); |
| 625 | } |
| 626 | |
| 627 | template<armnn::DataType ArmnnType, typename T> |
| 628 | LayerTestResult<T, 2> ReverseV2EvenRowOddColTest3Dim( |
| 629 | armnn::IWorkloadFactory& workloadFactory, |
| 630 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 631 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
| 632 | { |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 633 | float qScale = 1.0f; |
| 634 | int32_t qOffset = 0; |
| 635 | |
| 636 | armnn::TensorInfo inputInfo({2, 3, 1}, ArmnnType, qScale, qOffset); |
Tracy Narine | bb8d759 | 2023-07-13 16:50:54 +0100 | [diff] [blame] | 637 | armnn::TensorInfo axisInfo({1}, armnn::DataType::Signed32, qScale, qOffset); |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 638 | armnn::TensorInfo outputInfo({2, 3, 1}, ArmnnType, qScale, qOffset); |
| 639 | |
| 640 | std::vector<T> input = armnnUtils::QuantizedVector<T>({ |
| 641 | 1, 2, 3, |
| 642 | 4, 5, 6 |
| 643 | }, qScale, qOffset); |
| 644 | |
Tracy Narine | bb8d759 | 2023-07-13 16:50:54 +0100 | [diff] [blame] | 645 | std::vector<int> axis = {1}; |
| 646 | |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 647 | std::vector<T> outputExpected = armnnUtils::QuantizedVector<T>({ |
| 648 | 3, 2, 1, |
| 649 | 6, 5, 4 |
| 650 | }, qScale, qOffset); |
| 651 | |
| 652 | return ReverseV2TestImpl<ArmnnType, T, 2>(workloadFactory, |
| 653 | memoryManager, |
| 654 | tensorHandleFactory, |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 655 | input, |
Tracy Narine | bb8d759 | 2023-07-13 16:50:54 +0100 | [diff] [blame] | 656 | axis, |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 657 | outputExpected, |
| 658 | inputInfo, |
Tracy Narine | bb8d759 | 2023-07-13 16:50:54 +0100 | [diff] [blame] | 659 | axisInfo, |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 660 | outputInfo); |
| 661 | } |
| 662 | |
| 663 | template<armnn::DataType ArmnnType, typename T> |
| 664 | LayerTestResult<T, 2> ReverseV2EvenRowEvenColTest2Dim( |
| 665 | armnn::IWorkloadFactory& workloadFactory, |
| 666 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 667 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
| 668 | { |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 669 | float qScale = 1.0f; |
| 670 | int32_t qOffset = 0; |
| 671 | |
| 672 | armnn::TensorInfo inputInfo({2, 4}, ArmnnType, qScale, qOffset); |
Tracy Narine | bb8d759 | 2023-07-13 16:50:54 +0100 | [diff] [blame] | 673 | armnn::TensorInfo axisInfo({1}, armnn::DataType::Signed32, qScale, qOffset); |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 674 | armnn::TensorInfo outputInfo({2, 4}, ArmnnType, qScale, qOffset); |
| 675 | |
| 676 | std::vector<T> input = armnnUtils::QuantizedVector<T>({ |
| 677 | 1, 2, 3, 4, |
| 678 | 5, 6, 7, 8 |
| 679 | }, qScale, qOffset); |
| 680 | |
Tracy Narine | bb8d759 | 2023-07-13 16:50:54 +0100 | [diff] [blame] | 681 | std::vector<int> axis = {1}; |
| 682 | |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 683 | std::vector<T> outputExpected = armnnUtils::QuantizedVector<T>({ |
| 684 | 4, 3, 2, 1, |
| 685 | 8, 7, 6, 5 |
| 686 | }, qScale, qOffset); |
| 687 | |
| 688 | return ReverseV2TestImpl<ArmnnType, T, 2>(workloadFactory, |
| 689 | memoryManager, |
| 690 | tensorHandleFactory, |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 691 | input, |
Tracy Narine | bb8d759 | 2023-07-13 16:50:54 +0100 | [diff] [blame] | 692 | axis, |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 693 | outputExpected, |
| 694 | inputInfo, |
Tracy Narine | bb8d759 | 2023-07-13 16:50:54 +0100 | [diff] [blame] | 695 | axisInfo, |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 696 | outputInfo); |
| 697 | } |
| 698 | |
| 699 | template<armnn::DataType ArmnnType, typename T> |
| 700 | LayerTestResult<T, 2> ReverseV2EvenRowEvenColTest3Dim( |
| 701 | armnn::IWorkloadFactory& workloadFactory, |
| 702 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 703 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
| 704 | { |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 705 | float qScale = 1.0f; |
| 706 | int32_t qOffset = 0; |
| 707 | |
| 708 | armnn::TensorInfo inputInfo({2, 4, 1}, ArmnnType, qScale, qOffset); |
Tracy Narine | bb8d759 | 2023-07-13 16:50:54 +0100 | [diff] [blame] | 709 | armnn::TensorInfo axisInfo({1}, armnn::DataType::Signed32, qScale, qOffset); |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 710 | armnn::TensorInfo outputInfo({2, 4, 1}, ArmnnType, qScale, qOffset); |
| 711 | |
| 712 | std::vector<T> input = armnnUtils::QuantizedVector<T>({ |
| 713 | 1, 2, 3, 4, |
| 714 | 5, 6, 7, 8 |
| 715 | }, qScale, qOffset); |
| 716 | |
Tracy Narine | bb8d759 | 2023-07-13 16:50:54 +0100 | [diff] [blame] | 717 | std::vector<int> axis = {1}; |
| 718 | |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 719 | std::vector<T> outputExpected = armnnUtils::QuantizedVector<T>({ |
| 720 | 4, 3, 2, 1, |
| 721 | 8, 7, 6, 5 |
| 722 | }, qScale, qOffset); |
| 723 | |
| 724 | return ReverseV2TestImpl<ArmnnType, T, 2>(workloadFactory, |
| 725 | memoryManager, |
| 726 | tensorHandleFactory, |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 727 | input, |
Tracy Narine | bb8d759 | 2023-07-13 16:50:54 +0100 | [diff] [blame] | 728 | axis, |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 729 | outputExpected, |
| 730 | inputInfo, |
Tracy Narine | bb8d759 | 2023-07-13 16:50:54 +0100 | [diff] [blame] | 731 | axisInfo, |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 732 | outputInfo); |
| 733 | } |
| 734 | |
| 735 | template<armnn::DataType ArmnnType, typename T> |
| 736 | LayerTestResult<T, 2> ReverseV2OddRowOddColTest2Dim( |
| 737 | armnn::IWorkloadFactory& workloadFactory, |
| 738 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 739 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
| 740 | { |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 741 | float qScale = 1.0f; |
| 742 | int32_t qOffset = 0; |
| 743 | |
| 744 | armnn::TensorInfo inputInfo({3, 3}, ArmnnType, qScale, qOffset); |
Tracy Narine | bb8d759 | 2023-07-13 16:50:54 +0100 | [diff] [blame] | 745 | armnn::TensorInfo axisInfo({1}, armnn::DataType::Signed32, qScale, qOffset); |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 746 | armnn::TensorInfo outputInfo({3, 3}, ArmnnType, qScale, qOffset); |
| 747 | |
| 748 | std::vector<T> input = armnnUtils::QuantizedVector<T>({ |
| 749 | 1, 2, 3, |
| 750 | 4, 5, 6, |
| 751 | 7, 8, 9 |
| 752 | }, qScale, qOffset); |
| 753 | |
Tracy Narine | bb8d759 | 2023-07-13 16:50:54 +0100 | [diff] [blame] | 754 | std::vector<int> axis = {1}; |
| 755 | |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 756 | std::vector<T> outputExpected = armnnUtils::QuantizedVector<T>({ |
| 757 | 3, 2, 1, |
| 758 | 6, 5, 4, |
| 759 | 9, 8, 7 |
| 760 | }, qScale, qOffset); |
| 761 | |
| 762 | return ReverseV2TestImpl<ArmnnType, T, 2>(workloadFactory, |
| 763 | memoryManager, |
| 764 | tensorHandleFactory, |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 765 | input, |
Tracy Narine | bb8d759 | 2023-07-13 16:50:54 +0100 | [diff] [blame] | 766 | axis, |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 767 | outputExpected, |
| 768 | inputInfo, |
Tracy Narine | bb8d759 | 2023-07-13 16:50:54 +0100 | [diff] [blame] | 769 | axisInfo, |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 770 | outputInfo); |
| 771 | } |
| 772 | |
| 773 | template<armnn::DataType ArmnnType, typename T> |
| 774 | LayerTestResult<T, 2> ReverseV2OddRowOddColTest3Dim( |
| 775 | armnn::IWorkloadFactory& workloadFactory, |
| 776 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 777 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
| 778 | { |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 779 | float qScale = 1.0f; |
| 780 | int32_t qOffset = 0; |
| 781 | |
| 782 | armnn::TensorInfo inputInfo({3, 3, 1}, ArmnnType, qScale, qOffset); |
Tracy Narine | bb8d759 | 2023-07-13 16:50:54 +0100 | [diff] [blame] | 783 | armnn::TensorInfo axisInfo({1}, armnn::DataType::Signed32, qScale, qOffset); |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 784 | armnn::TensorInfo outputInfo({3, 3, 1}, ArmnnType, qScale, qOffset); |
| 785 | |
| 786 | std::vector<T> input = armnnUtils::QuantizedVector<T>({ |
| 787 | 1, 2, 3, |
| 788 | 4, 5, 6, |
| 789 | 7, 8, 9 |
| 790 | }, qScale, qOffset); |
| 791 | |
Tracy Narine | bb8d759 | 2023-07-13 16:50:54 +0100 | [diff] [blame] | 792 | std::vector<int> axis = {1}; |
| 793 | |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 794 | std::vector<T> outputExpected = armnnUtils::QuantizedVector<T>({ |
| 795 | 3, 2, 1, |
| 796 | 6, 5, 4, |
| 797 | 9, 8, 7 |
| 798 | }, qScale, qOffset); |
| 799 | |
| 800 | return ReverseV2TestImpl<ArmnnType, T, 2>(workloadFactory, |
| 801 | memoryManager, |
| 802 | tensorHandleFactory, |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 803 | input, |
Tracy Narine | bb8d759 | 2023-07-13 16:50:54 +0100 | [diff] [blame] | 804 | axis, |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 805 | outputExpected, |
| 806 | inputInfo, |
Tracy Narine | bb8d759 | 2023-07-13 16:50:54 +0100 | [diff] [blame] | 807 | axisInfo, |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 808 | outputInfo); |
| 809 | } |
| 810 | |
| 811 | template<armnn::DataType ArmnnType, typename T> |
| 812 | LayerTestResult<T, 2> ReverseV2OddRowEvenColTest2Dim( |
| 813 | armnn::IWorkloadFactory& workloadFactory, |
| 814 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 815 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
| 816 | { |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 817 | float qScale = 1.0f; |
| 818 | int32_t qOffset = 0; |
| 819 | |
| 820 | armnn::TensorInfo inputInfo({3, 4}, ArmnnType, qScale, qOffset); |
Tracy Narine | bb8d759 | 2023-07-13 16:50:54 +0100 | [diff] [blame] | 821 | armnn::TensorInfo axisInfo({1}, armnn::DataType::Signed32, qScale, qOffset); |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 822 | armnn::TensorInfo outputInfo({3, 4}, ArmnnType, qScale, qOffset); |
| 823 | |
| 824 | std::vector<T> input = armnnUtils::QuantizedVector<T>({ |
| 825 | 1, 2, 3, 4, |
| 826 | 5, 6, 7, 8, |
| 827 | 9, 10, 11, 12 |
| 828 | }, qScale, qOffset); |
| 829 | |
Tracy Narine | bb8d759 | 2023-07-13 16:50:54 +0100 | [diff] [blame] | 830 | std::vector<int> axis = {1}; |
| 831 | |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 832 | std::vector<T> outputExpected = armnnUtils::QuantizedVector<T>({ |
| 833 | 4, 3, 2, 1, |
| 834 | 8, 7, 6, 5, |
| 835 | 12, 11, 10, 9 |
| 836 | }, qScale, qOffset); |
| 837 | |
| 838 | return ReverseV2TestImpl<ArmnnType, T, 2>(workloadFactory, |
| 839 | memoryManager, |
| 840 | tensorHandleFactory, |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 841 | input, |
Tracy Narine | bb8d759 | 2023-07-13 16:50:54 +0100 | [diff] [blame] | 842 | axis, |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 843 | outputExpected, |
| 844 | inputInfo, |
Tracy Narine | bb8d759 | 2023-07-13 16:50:54 +0100 | [diff] [blame] | 845 | axisInfo, |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 846 | outputInfo); |
| 847 | } |
| 848 | |
| 849 | template<armnn::DataType ArmnnType, typename T> |
| 850 | LayerTestResult<T, 2> ReverseV2OddRowEvenColTest3Dim( |
| 851 | armnn::IWorkloadFactory& workloadFactory, |
| 852 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 853 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
| 854 | { |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 855 | float qScale = 1.0f; |
| 856 | int32_t qOffset = 0; |
| 857 | |
| 858 | armnn::TensorInfo inputInfo({3, 4, 1}, ArmnnType, qScale, qOffset); |
Tracy Narine | bb8d759 | 2023-07-13 16:50:54 +0100 | [diff] [blame] | 859 | armnn::TensorInfo axisInfo({1}, armnn::DataType::Signed32, qScale, qOffset); |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 860 | armnn::TensorInfo outputInfo({3, 4, 1}, ArmnnType, qScale, qOffset); |
| 861 | |
| 862 | std::vector<T> input = armnnUtils::QuantizedVector<T>({ |
| 863 | 1, 2, 3, 4, |
| 864 | 5, 6, 7, 8, |
| 865 | 9, 10, 11, 12 |
| 866 | }, qScale, qOffset); |
| 867 | |
Tracy Narine | bb8d759 | 2023-07-13 16:50:54 +0100 | [diff] [blame] | 868 | std::vector<int> axis = {1}; |
| 869 | |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 870 | std::vector<T> outputExpected = armnnUtils::QuantizedVector<T>({ |
| 871 | 4, 3, 2, 1, |
| 872 | 8, 7, 6, 5, |
| 873 | 12, 11, 10, 9 |
| 874 | }, qScale, qOffset); |
| 875 | |
| 876 | return ReverseV2TestImpl<ArmnnType, T, 2>(workloadFactory, |
| 877 | memoryManager, |
| 878 | tensorHandleFactory, |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 879 | input, |
Tracy Narine | bb8d759 | 2023-07-13 16:50:54 +0100 | [diff] [blame] | 880 | axis, |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 881 | outputExpected, |
| 882 | inputInfo, |
Tracy Narine | bb8d759 | 2023-07-13 16:50:54 +0100 | [diff] [blame] | 883 | axisInfo, |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 884 | outputInfo); |
| 885 | } |
| 886 | |
| 887 | template<armnn::DataType ArmnnType, typename T> |
| 888 | LayerTestResult<T, 2> ReverseV2NegAxisTest2Dim1Axis( |
| 889 | armnn::IWorkloadFactory& workloadFactory, |
| 890 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 891 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
| 892 | { |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 893 | float qScale = 1.0f; |
| 894 | int32_t qOffset = 0; |
| 895 | |
| 896 | armnn::TensorInfo inputInfo({2, 4}, ArmnnType, qScale, qOffset); |
Tracy Narine | bb8d759 | 2023-07-13 16:50:54 +0100 | [diff] [blame] | 897 | armnn::TensorInfo axisInfo({1}, armnn::DataType::Signed32, qScale, qOffset); |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 898 | armnn::TensorInfo outputInfo({2, 4}, ArmnnType, qScale, qOffset); |
| 899 | |
| 900 | std::vector<T> input = armnnUtils::QuantizedVector<T>({ |
| 901 | 1, 2, 3, 4, |
| 902 | 5, 6, 7, 8, |
| 903 | }, qScale, qOffset); |
| 904 | |
Tracy Narine | bb8d759 | 2023-07-13 16:50:54 +0100 | [diff] [blame] | 905 | std::vector<int> axis = {-1}; |
| 906 | |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 907 | std::vector<T> outputExpected = armnnUtils::QuantizedVector<T>({ |
| 908 | 4, 3, 2, 1, |
| 909 | 8, 7, 6, 5 |
| 910 | }, qScale, qOffset); |
| 911 | |
| 912 | return ReverseV2TestImpl<ArmnnType, T, 2>(workloadFactory, |
| 913 | memoryManager, |
| 914 | tensorHandleFactory, |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 915 | input, |
Tracy Narine | bb8d759 | 2023-07-13 16:50:54 +0100 | [diff] [blame] | 916 | axis, |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 917 | outputExpected, |
| 918 | inputInfo, |
Tracy Narine | bb8d759 | 2023-07-13 16:50:54 +0100 | [diff] [blame] | 919 | axisInfo, |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 920 | outputInfo); |
| 921 | } |
| 922 | |
| 923 | template<armnn::DataType ArmnnType, typename T> |
| 924 | LayerTestResult<T, 2> ReverseV2NegAxisTest3Dim2Axis( |
| 925 | armnn::IWorkloadFactory& workloadFactory, |
| 926 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 927 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
| 928 | { |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 929 | float qScale = 1.0f; |
| 930 | int32_t qOffset = 0; |
| 931 | |
| 932 | armnn::TensorInfo inputInfo({2, 4, 1}, ArmnnType, qScale, qOffset); |
Tracy Narine | bb8d759 | 2023-07-13 16:50:54 +0100 | [diff] [blame] | 933 | armnn::TensorInfo axisInfo({2}, armnn::DataType::Signed32, qScale, qOffset); |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 934 | armnn::TensorInfo outputInfo({2, 4, 1}, ArmnnType, qScale, qOffset); |
| 935 | |
| 936 | std::vector<T> input = armnnUtils::QuantizedVector<T>({ |
| 937 | 1, 2, 3, 4, |
| 938 | 5, 6, 7, 8, |
| 939 | }, qScale, qOffset); |
| 940 | |
Tracy Narine | bb8d759 | 2023-07-13 16:50:54 +0100 | [diff] [blame] | 941 | std::vector<int> axis = {1, -1}; |
| 942 | |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 943 | std::vector<T> outputExpected = armnnUtils::QuantizedVector<T>({ |
| 944 | 4, 3, 2, 1, |
| 945 | 8, 7, 6, 5 |
| 946 | }, qScale, qOffset); |
| 947 | |
| 948 | return ReverseV2TestImpl<ArmnnType, T, 2>(workloadFactory, |
| 949 | memoryManager, |
| 950 | tensorHandleFactory, |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 951 | input, |
Tracy Narine | bb8d759 | 2023-07-13 16:50:54 +0100 | [diff] [blame] | 952 | axis, |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 953 | outputExpected, |
| 954 | inputInfo, |
Tracy Narine | bb8d759 | 2023-07-13 16:50:54 +0100 | [diff] [blame] | 955 | axisInfo, |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 956 | outputInfo); |
| 957 | } |
| 958 | |
| 959 | template LayerTestResult<armnn::ResolveType<armnn::DataType::Float32>, 2> |
| 960 | ReverseV2SimpleTestEmptyAxis<armnn::DataType::Float32>( |
| 961 | armnn::IWorkloadFactory& workloadFactory, |
| 962 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 963 | const armnn::ITensorHandleFactory& tensorHandleFactory); |
| 964 | |
| 965 | template LayerTestResult<armnn::ResolveType<armnn::DataType::Float32>, 2> |
| 966 | ReverseV2SimpleTestEmptyTensor<armnn::DataType::Float32>( |
| 967 | armnn::IWorkloadFactory& workloadFactory, |
| 968 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 969 | const armnn::ITensorHandleFactory& tensorHandleFactory); |
| 970 | |
| 971 | template LayerTestResult<armnn::ResolveType<armnn::DataType::Float32>, 2> |
| 972 | ReverseV2SimpleTest1Dim<armnn::DataType::Float32>( |
| 973 | armnn::IWorkloadFactory& workloadFactory, |
| 974 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 975 | const armnn::ITensorHandleFactory& tensorHandleFactory); |
| 976 | |
| 977 | template LayerTestResult<armnn::ResolveType<armnn::DataType::Float32>, 2> |
| 978 | ReverseV2SimpleTest2Dim1Axis<armnn::DataType::Float32>( |
| 979 | armnn::IWorkloadFactory& workloadFactory, |
| 980 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 981 | const armnn::ITensorHandleFactory& tensorHandleFactory); |
| 982 | |
| 983 | template LayerTestResult<armnn::ResolveType<armnn::DataType::Float32>, 2> |
| 984 | ReverseV2SimpleTest2Dim2Axis<armnn::DataType::Float32>( |
| 985 | armnn::IWorkloadFactory& workloadFactory, |
| 986 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 987 | const armnn::ITensorHandleFactory& tensorHandleFactory); |
| 988 | |
| 989 | template LayerTestResult<armnn::ResolveType<armnn::DataType::Float32>, 2> |
| 990 | ReverseV2SimpleTest3Dim1Axis<armnn::DataType::Float32>( |
| 991 | armnn::IWorkloadFactory& workloadFactory, |
| 992 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 993 | const armnn::ITensorHandleFactory& tensorHandleFactory); |
| 994 | |
| 995 | template LayerTestResult<armnn::ResolveType<armnn::DataType::Float32>, 2> |
| 996 | ReverseV2SimpleTest3Dim2Axis<armnn::DataType::Float32>( |
| 997 | armnn::IWorkloadFactory& workloadFactory, |
| 998 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 999 | const armnn::ITensorHandleFactory& tensorHandleFactory); |
| 1000 | |
| 1001 | template LayerTestResult<armnn::ResolveType<armnn::DataType::Float32>, 2> |
| 1002 | ReverseV2SimpleTest3Dim3Axis<armnn::DataType::Float32>( |
| 1003 | armnn::IWorkloadFactory& workloadFactory, |
| 1004 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 1005 | const armnn::ITensorHandleFactory& tensorHandleFactory); |
| 1006 | |
| 1007 | template LayerTestResult<armnn::ResolveType<armnn::DataType::Float32>, 2> |
| 1008 | ReverseV2SimpleTest4Dim1Axis<armnn::DataType::Float32>( |
| 1009 | armnn::IWorkloadFactory& workloadFactory, |
| 1010 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 1011 | const armnn::ITensorHandleFactory& tensorHandleFactory); |
| 1012 | |
| 1013 | template LayerTestResult<armnn::ResolveType<armnn::DataType::Float32>, 2> |
| 1014 | ReverseV2SimpleTest4Dim2Axis<armnn::DataType::Float32>( |
| 1015 | armnn::IWorkloadFactory& workloadFactory, |
| 1016 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 1017 | const armnn::ITensorHandleFactory& tensorHandleFactory); |
| 1018 | |
| 1019 | template LayerTestResult<armnn::ResolveType<armnn::DataType::Float32>, 2> |
| 1020 | ReverseV2SimpleTest4Dim3Axis<armnn::DataType::Float32>( |
| 1021 | armnn::IWorkloadFactory& workloadFactory, |
| 1022 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 1023 | const armnn::ITensorHandleFactory& tensorHandleFactory); |
| 1024 | |
| 1025 | template LayerTestResult<armnn::ResolveType<armnn::DataType::Float32>, 2> |
| 1026 | ReverseV2SimpleTest4Dim4Axis<armnn::DataType::Float32>( |
| 1027 | armnn::IWorkloadFactory& workloadFactory, |
| 1028 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 1029 | const armnn::ITensorHandleFactory& tensorHandleFactory); |
| 1030 | |
| 1031 | template LayerTestResult<armnn::ResolveType<armnn::DataType::Float32>, 2> |
| 1032 | ReverseV2EvenRowOddColTest2Dim<armnn::DataType::Float32>( |
| 1033 | armnn::IWorkloadFactory& workloadFactory, |
| 1034 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 1035 | const armnn::ITensorHandleFactory& tensorHandleFactory); |
| 1036 | |
| 1037 | template LayerTestResult<armnn::ResolveType<armnn::DataType::Float32>, 2> |
| 1038 | ReverseV2EvenRowOddColTest3Dim<armnn::DataType::Float32>( |
| 1039 | armnn::IWorkloadFactory& workloadFactory, |
| 1040 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 1041 | const armnn::ITensorHandleFactory& tensorHandleFactory); |
| 1042 | |
| 1043 | template LayerTestResult<armnn::ResolveType<armnn::DataType::Float32>, 2> |
| 1044 | ReverseV2EvenRowEvenColTest2Dim<armnn::DataType::Float32>( |
| 1045 | armnn::IWorkloadFactory& workloadFactory, |
| 1046 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 1047 | const armnn::ITensorHandleFactory& tensorHandleFactory); |
| 1048 | |
| 1049 | template LayerTestResult<armnn::ResolveType<armnn::DataType::Float32>, 2> |
| 1050 | ReverseV2EvenRowEvenColTest3Dim<armnn::DataType::Float32>( |
| 1051 | armnn::IWorkloadFactory& workloadFactory, |
| 1052 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 1053 | const armnn::ITensorHandleFactory& tensorHandleFactory); |
| 1054 | |
| 1055 | template LayerTestResult<armnn::ResolveType<armnn::DataType::Float32>, 2> |
| 1056 | ReverseV2OddRowOddColTest2Dim<armnn::DataType::Float32>( |
| 1057 | armnn::IWorkloadFactory& workloadFactory, |
| 1058 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 1059 | const armnn::ITensorHandleFactory& tensorHandleFactory); |
| 1060 | |
| 1061 | template LayerTestResult<armnn::ResolveType<armnn::DataType::Float32>, 2> |
| 1062 | ReverseV2OddRowOddColTest3Dim<armnn::DataType::Float32>( |
| 1063 | armnn::IWorkloadFactory& workloadFactory, |
| 1064 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 1065 | const armnn::ITensorHandleFactory& tensorHandleFactory); |
| 1066 | |
| 1067 | template LayerTestResult<armnn::ResolveType<armnn::DataType::Float32>, 2> |
| 1068 | ReverseV2OddRowEvenColTest2Dim<armnn::DataType::Float32>( |
| 1069 | armnn::IWorkloadFactory& workloadFactory, |
| 1070 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 1071 | const armnn::ITensorHandleFactory& tensorHandleFactory); |
| 1072 | |
| 1073 | template LayerTestResult<armnn::ResolveType<armnn::DataType::Float32>, 2> |
| 1074 | ReverseV2OddRowEvenColTest3Dim<armnn::DataType::Float32>( |
| 1075 | armnn::IWorkloadFactory& workloadFactory, |
| 1076 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 1077 | const armnn::ITensorHandleFactory& tensorHandleFactory); |
| 1078 | |
| 1079 | template LayerTestResult<armnn::ResolveType<armnn::DataType::Float32>, 2> |
| 1080 | ReverseV2NegAxisTest2Dim1Axis<armnn::DataType::Float32>( |
| 1081 | armnn::IWorkloadFactory& workloadFactory, |
| 1082 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 1083 | const armnn::ITensorHandleFactory& tensorHandleFactory); |
| 1084 | |
| 1085 | template LayerTestResult<armnn::ResolveType<armnn::DataType::Float32>, 2> |
| 1086 | ReverseV2NegAxisTest3Dim2Axis<armnn::DataType::Float32>( |
| 1087 | armnn::IWorkloadFactory& workloadFactory, |
| 1088 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 1089 | const armnn::ITensorHandleFactory& tensorHandleFactory); |
| 1090 | |
| 1091 | template LayerTestResult<armnn::ResolveType<armnn::DataType::Float16>, 2> |
| 1092 | ReverseV2SimpleTest2Dim2Axis<armnn::DataType::Float16>( |
| 1093 | armnn::IWorkloadFactory& workloadFactory, |
| 1094 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 1095 | const armnn::ITensorHandleFactory& tensorHandleFactory); |
| 1096 | |
| 1097 | template LayerTestResult<armnn::ResolveType<armnn::DataType::QAsymmS8>, 2> |
| 1098 | ReverseV2SimpleTest2Dim2Axis<armnn::DataType::QAsymmS8>( |
| 1099 | armnn::IWorkloadFactory& workloadFactory, |
| 1100 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 1101 | const armnn::ITensorHandleFactory& tensorHandleFactory); |
| 1102 | |
| 1103 | template LayerTestResult<armnn::ResolveType<armnn::DataType::QAsymmU8>, 2> |
| 1104 | ReverseV2SimpleTest2Dim2Axis<armnn::DataType::QAsymmU8>( |
| 1105 | armnn::IWorkloadFactory& workloadFactory, |
| 1106 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 1107 | const armnn::ITensorHandleFactory& tensorHandleFactory); |
| 1108 | |
| 1109 | template LayerTestResult<armnn::ResolveType<armnn::DataType::QSymmS16>, 2> |
| 1110 | ReverseV2SimpleTest2Dim2Axis<armnn::DataType::QSymmS16>( |
| 1111 | armnn::IWorkloadFactory& workloadFactory, |
| 1112 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Tracy Narine | bb8d759 | 2023-07-13 16:50:54 +0100 | [diff] [blame] | 1113 | const armnn::ITensorHandleFactory& tensorHandleFactory); |