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 | { |
| 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, |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 26 | const std::vector<T>& input, |
Tracy Narine | bb8d759 | 2023-07-13 16:50:54 +0100 | [diff] [blame] | 27 | const std::vector<int>& axis, |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 28 | const std::vector<T>& outputExpected, |
| 29 | const armnn::TensorInfo& inputInfo, |
Tracy Narine | bb8d759 | 2023-07-13 16:50:54 +0100 | [diff] [blame] | 30 | const armnn::TensorInfo& axisInfo, |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 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); |
Tracy Narine | bb8d759 | 2023-07-13 16:50:54 +0100 | [diff] [blame] | 37 | std::unique_ptr<armnn::ITensorHandle> axisHandle = tensorHandleFactory.CreateTensorHandle(axisInfo); |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 38 | std::unique_ptr<armnn::ITensorHandle> outputHandle = tensorHandleFactory.CreateTensorHandle(outputInfo); |
| 39 | |
| 40 | armnn::ReverseV2QueueDescriptor queueDescriptor; |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 41 | armnn::WorkloadInfo workloadInfo; |
| 42 | |
| 43 | AddInputToWorkload(queueDescriptor, workloadInfo, inputInfo, inputHandle.get()); |
Tracy Narine | bb8d759 | 2023-07-13 16:50:54 +0100 | [diff] [blame] | 44 | AddInputToWorkload(queueDescriptor, workloadInfo, axisInfo, axisHandle.get()); |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 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, |
Tracy Narine | bb8d759 | 2023-07-13 16:50:54 +0100 | [diff] [blame] | 52 | axisInfo, |
| 53 | outputInfo, |
| 54 | reasonIfUnsupported); |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 55 | if (!result.m_Supported) |
| 56 | { |
| 57 | return result; |
| 58 | } |
| 59 | |
| 60 | auto workload = workloadFactory.CreateWorkload(armnn::LayerType::ReverseV2, queueDescriptor, workloadInfo); |
| 61 | |
| 62 | inputHandle->Allocate(); |
Tracy Narine | bb8d759 | 2023-07-13 16:50:54 +0100 | [diff] [blame] | 63 | axisHandle->Allocate(); |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 64 | outputHandle->Allocate(); |
| 65 | |
David Monahan | 6a1d506 | 2023-08-29 09:10:50 +0100 | [diff] [blame^] | 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 | } |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 74 | |
| 75 | workload->PostAllocationConfigure(); |
| 76 | ExecuteWorkload(*workload, memoryManager); |
| 77 | |
David Monahan | 6a1d506 | 2023-08-29 09:10:50 +0100 | [diff] [blame^] | 78 | if (outputActual.data() != nullptr) |
| 79 | { |
| 80 | CopyDataFromITensorHandle(outputActual.data(), outputHandle.get()); |
| 81 | } |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 82 | |
| 83 | return LayerTestResult<T, NumDims>(outputActual, |
| 84 | outputExpected, |
| 85 | outputHandle->GetShape(), |
| 86 | outputInfo.GetShape()); |
| 87 | } |
| 88 | } |
| 89 | |
| 90 | template<armnn::DataType ArmnnType, typename T> |
| 91 | LayerTestResult<T, 2> ReverseV2SimpleTestEmptyAxis( |
| 92 | armnn::IWorkloadFactory& workloadFactory, |
| 93 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 94 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
| 95 | { |
Tracy Narine | bb8d759 | 2023-07-13 16:50:54 +0100 | [diff] [blame] | 96 | // 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] | 97 | |
| 98 | float qScale = 1.0f; |
| 99 | int32_t qOffset = 0; |
| 100 | |
| 101 | armnn::TensorInfo inputInfo({2,2}, ArmnnType, qScale, qOffset); |
Tracy Narine | bb8d759 | 2023-07-13 16:50:54 +0100 | [diff] [blame] | 102 | armnn::TensorInfo axisInfo({}, armnn::DataType::Signed32, qScale, qOffset); |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 103 | armnn::TensorInfo outputInfo({2,2}, ArmnnType, qScale, qOffset); |
| 104 | |
| 105 | std::vector<T> input = armnnUtils::QuantizedVector<T>({ |
| 106 | 1, 2, |
| 107 | 3, 4 |
| 108 | }, qScale, qOffset); |
| 109 | |
David Monahan | 6a1d506 | 2023-08-29 09:10:50 +0100 | [diff] [blame^] | 110 | std::vector<int> axis = armnnUtils::QuantizedVector<int>({1, 1}, qScale, qOffset); |
Tracy Narine | bb8d759 | 2023-07-13 16:50:54 +0100 | [diff] [blame] | 111 | |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 112 | std::vector<T> outputExpected = armnnUtils::QuantizedVector<T>({ |
| 113 | 1, 2, |
| 114 | 3, 4 |
| 115 | }, qScale, qOffset); |
| 116 | |
| 117 | return ReverseV2TestImpl<ArmnnType, T, 2>(workloadFactory, |
| 118 | memoryManager, |
| 119 | tensorHandleFactory, |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 120 | input, |
Tracy Narine | bb8d759 | 2023-07-13 16:50:54 +0100 | [diff] [blame] | 121 | axis, |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 122 | outputExpected, |
| 123 | inputInfo, |
Tracy Narine | bb8d759 | 2023-07-13 16:50:54 +0100 | [diff] [blame] | 124 | axisInfo, |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 125 | outputInfo); |
| 126 | } |
| 127 | |
| 128 | template<armnn::DataType ArmnnType, typename T> |
| 129 | LayerTestResult<T, 2> ReverseV2SimpleTestEmptyTensor( |
| 130 | armnn::IWorkloadFactory& workloadFactory, |
| 131 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 132 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
| 133 | { |
Tracy Narine | bb8d759 | 2023-07-13 16:50:54 +0100 | [diff] [blame] | 134 | // Simple test with empty input tensor |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 135 | |
| 136 | float qScale = 1.0f; |
| 137 | int32_t qOffset = 0; |
| 138 | |
| 139 | armnn::TensorInfo inputInfo({0}, ArmnnType, qScale, qOffset); |
Tracy Narine | bb8d759 | 2023-07-13 16:50:54 +0100 | [diff] [blame] | 140 | armnn::TensorInfo axisInfo({0}, armnn::DataType::Signed32, qScale, qOffset); |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 141 | armnn::TensorInfo outputInfo({0}, ArmnnType, qScale, qOffset); |
| 142 | |
| 143 | std::vector<T> input = armnnUtils::QuantizedVector<T>({}, qScale, qOffset); |
Tracy Narine | bb8d759 | 2023-07-13 16:50:54 +0100 | [diff] [blame] | 144 | std::vector<int> axis = armnnUtils::QuantizedVector<int>({}, qScale, qOffset); |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 145 | std::vector<T> outputExpected = armnnUtils::QuantizedVector<T>({}, qScale, qOffset); |
| 146 | |
| 147 | return ReverseV2TestImpl<ArmnnType, T, 2>(workloadFactory, |
| 148 | memoryManager, |
| 149 | tensorHandleFactory, |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 150 | input, |
Tracy Narine | bb8d759 | 2023-07-13 16:50:54 +0100 | [diff] [blame] | 151 | axis, |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 152 | outputExpected, |
| 153 | inputInfo, |
Tracy Narine | bb8d759 | 2023-07-13 16:50:54 +0100 | [diff] [blame] | 154 | axisInfo, |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 155 | outputInfo); |
| 156 | } |
| 157 | |
| 158 | template<armnn::DataType ArmnnType, typename T> |
| 159 | LayerTestResult<T, 2> ReverseV2SimpleTest1Dim( |
| 160 | armnn::IWorkloadFactory& workloadFactory, |
| 161 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 162 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
| 163 | { |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 164 | float qScale = 1.0f; |
| 165 | int32_t qOffset = 0; |
| 166 | |
| 167 | armnn::TensorInfo inputInfo({4}, ArmnnType, qScale, qOffset); |
Tracy Narine | bb8d759 | 2023-07-13 16:50:54 +0100 | [diff] [blame] | 168 | armnn::TensorInfo axisInfo({1}, armnn::DataType::Signed32, qScale, qOffset); |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 169 | armnn::TensorInfo outputInfo({4}, ArmnnType, qScale, qOffset); |
| 170 | |
| 171 | std::vector<T> input = armnnUtils::QuantizedVector<T>({ |
| 172 | 1, 2, |
| 173 | 3, 4 |
| 174 | }, qScale, qOffset); |
| 175 | |
Tracy Narine | bb8d759 | 2023-07-13 16:50:54 +0100 | [diff] [blame] | 176 | std::vector<int> axis = {0}; |
| 177 | |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 178 | std::vector<T> outputExpected = armnnUtils::QuantizedVector<T>({ |
| 179 | 4, 3, |
| 180 | 2, 1 |
| 181 | }, qScale, qOffset); |
| 182 | |
| 183 | return ReverseV2TestImpl<ArmnnType, T, 2>(workloadFactory, |
| 184 | memoryManager, |
| 185 | tensorHandleFactory, |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 186 | input, |
Tracy Narine | bb8d759 | 2023-07-13 16:50:54 +0100 | [diff] [blame] | 187 | axis, |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 188 | outputExpected, |
| 189 | inputInfo, |
Tracy Narine | bb8d759 | 2023-07-13 16:50:54 +0100 | [diff] [blame] | 190 | axisInfo, |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 191 | outputInfo); |
| 192 | } |
| 193 | |
| 194 | template<armnn::DataType ArmnnType, typename T> |
| 195 | LayerTestResult<T, 2> ReverseV2SimpleTest2Dim1Axis( |
| 196 | armnn::IWorkloadFactory& workloadFactory, |
| 197 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 198 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
| 199 | { |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 200 | float qScale = 1.0f; |
| 201 | int32_t qOffset = 0; |
| 202 | |
| 203 | armnn::TensorInfo inputInfo({2,2}, ArmnnType, qScale, qOffset); |
Tracy Narine | bb8d759 | 2023-07-13 16:50:54 +0100 | [diff] [blame] | 204 | armnn::TensorInfo axisInfo({1}, armnn::DataType::Signed32, qScale, qOffset); |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 205 | armnn::TensorInfo outputInfo({2,2}, ArmnnType, qScale, qOffset); |
| 206 | |
| 207 | std::vector<T> input = armnnUtils::QuantizedVector<T>({ |
| 208 | 1, 2, |
| 209 | 3, 4 |
| 210 | }, qScale, qOffset); |
| 211 | |
Tracy Narine | bb8d759 | 2023-07-13 16:50:54 +0100 | [diff] [blame] | 212 | std::vector<int> axis = {1}; |
| 213 | |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 214 | std::vector<T> outputExpected = armnnUtils::QuantizedVector<T>({ |
| 215 | 2, 1, |
| 216 | 4, 3 |
| 217 | }, qScale, qOffset); |
| 218 | |
| 219 | return ReverseV2TestImpl<ArmnnType, T, 2>(workloadFactory, |
| 220 | memoryManager, |
| 221 | tensorHandleFactory, |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 222 | input, |
Tracy Narine | bb8d759 | 2023-07-13 16:50:54 +0100 | [diff] [blame] | 223 | axis, |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 224 | outputExpected, |
| 225 | inputInfo, |
Tracy Narine | bb8d759 | 2023-07-13 16:50:54 +0100 | [diff] [blame] | 226 | axisInfo, |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 227 | outputInfo); |
| 228 | } |
| 229 | |
| 230 | template<armnn::DataType ArmnnType, typename T> |
| 231 | LayerTestResult<T, 2> ReverseV2SimpleTest2Dim2Axis( |
| 232 | armnn::IWorkloadFactory& workloadFactory, |
| 233 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 234 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
| 235 | { |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 236 | float qScale = 1.0f; |
| 237 | int32_t qOffset = 0; |
| 238 | |
| 239 | armnn::TensorInfo inputInfo({2,2}, ArmnnType, qScale, qOffset); |
Tracy Narine | bb8d759 | 2023-07-13 16:50:54 +0100 | [diff] [blame] | 240 | armnn::TensorInfo axisInfo({2}, armnn::DataType::Signed32, qScale, qOffset); |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 241 | armnn::TensorInfo outputInfo({2,2}, ArmnnType, qScale, qOffset); |
| 242 | |
| 243 | std::vector<T> input = armnnUtils::QuantizedVector<T>({ |
| 244 | 1, 2, |
| 245 | 3, 4 |
| 246 | }, qScale, qOffset); |
| 247 | |
Tracy Narine | bb8d759 | 2023-07-13 16:50:54 +0100 | [diff] [blame] | 248 | std::vector<int> axis = {1,0}; |
| 249 | |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 250 | std::vector<T> outputExpected = armnnUtils::QuantizedVector<T>({ |
| 251 | 4, 3, |
| 252 | 2, 1 |
| 253 | }, qScale, qOffset); |
| 254 | |
| 255 | return ReverseV2TestImpl<ArmnnType, T, 2>(workloadFactory, |
| 256 | memoryManager, |
| 257 | tensorHandleFactory, |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 258 | input, |
Tracy Narine | bb8d759 | 2023-07-13 16:50:54 +0100 | [diff] [blame] | 259 | axis, |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 260 | outputExpected, |
| 261 | inputInfo, |
Tracy Narine | bb8d759 | 2023-07-13 16:50:54 +0100 | [diff] [blame] | 262 | axisInfo, |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 263 | outputInfo); |
| 264 | } |
| 265 | |
| 266 | template<armnn::DataType ArmnnType, typename T> |
| 267 | LayerTestResult<T, 2> ReverseV2SimpleTest3Dim1Axis( |
| 268 | armnn::IWorkloadFactory& workloadFactory, |
| 269 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 270 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
| 271 | { |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 272 | float qScale = 1.0f; |
| 273 | int32_t qOffset = 0; |
| 274 | |
| 275 | armnn::TensorInfo inputInfo({2, 3, 4}, ArmnnType, qScale, qOffset); |
Tracy Narine | bb8d759 | 2023-07-13 16:50:54 +0100 | [diff] [blame] | 276 | armnn::TensorInfo axisInfo({1}, armnn::DataType::Signed32, qScale, qOffset); |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 277 | armnn::TensorInfo outputInfo({2, 3, 4}, ArmnnType, qScale, qOffset); |
| 278 | |
| 279 | std::vector<T> input = armnnUtils::QuantizedVector<T>({ |
| 280 | 1, 2, 3, 4, |
| 281 | 5, 6, 7, 8, |
| 282 | 9, 10, 11, 12, |
| 283 | 13, 14, 15, 16, |
| 284 | 17, 18, 19, 20, |
| 285 | 21, 22, 23, 24 |
| 286 | }, qScale, qOffset); |
| 287 | |
Tracy Narine | bb8d759 | 2023-07-13 16:50:54 +0100 | [diff] [blame] | 288 | std::vector<int> axis = {1}; |
| 289 | |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 290 | std::vector<T> outputExpected = armnnUtils::QuantizedVector<T>({ |
| 291 | 9, 10, 11, 12, |
| 292 | 5, 6, 7, 8, |
| 293 | 1, 2, 3, 4, |
| 294 | 21, 22, 23, 24, |
| 295 | 17, 18, 19, 20, |
| 296 | 13, 14, 15, 16 |
| 297 | }, qScale, qOffset); |
| 298 | |
| 299 | return ReverseV2TestImpl<ArmnnType, T, 2>(workloadFactory, |
| 300 | memoryManager, |
| 301 | tensorHandleFactory, |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 302 | input, |
Tracy Narine | bb8d759 | 2023-07-13 16:50:54 +0100 | [diff] [blame] | 303 | axis, |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 304 | outputExpected, |
| 305 | inputInfo, |
Tracy Narine | bb8d759 | 2023-07-13 16:50:54 +0100 | [diff] [blame] | 306 | axisInfo, |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 307 | outputInfo); |
| 308 | } |
| 309 | |
| 310 | template<armnn::DataType ArmnnType, typename T> |
| 311 | LayerTestResult<T, 2> ReverseV2SimpleTest3Dim2Axis( |
| 312 | armnn::IWorkloadFactory& workloadFactory, |
| 313 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 314 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
| 315 | { |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 316 | float qScale = 1.0f; |
| 317 | int32_t qOffset = 0; |
| 318 | |
| 319 | armnn::TensorInfo inputInfo({2, 3, 4}, ArmnnType, qScale, qOffset); |
Tracy Narine | bb8d759 | 2023-07-13 16:50:54 +0100 | [diff] [blame] | 320 | armnn::TensorInfo axisInfo({2}, armnn::DataType::Signed32, qScale, qOffset); |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 321 | armnn::TensorInfo outputInfo({2, 3, 4}, ArmnnType, qScale, qOffset); |
| 322 | |
| 323 | std::vector<T> input = armnnUtils::QuantizedVector<T>({ |
| 324 | 1, 2, 3, 4, |
| 325 | 5, 6, 7, 8, |
| 326 | 9, 10, 11, 12, |
| 327 | 13, 14, 15, 16, |
| 328 | 17, 18, 19, 20, |
| 329 | 21, 22, 23, 24 |
| 330 | }, qScale, qOffset); |
| 331 | |
Tracy Narine | bb8d759 | 2023-07-13 16:50:54 +0100 | [diff] [blame] | 332 | std::vector<int> axis = {0, 1}; |
| 333 | |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 334 | std::vector<T> outputExpected = armnnUtils::QuantizedVector<T>({ |
| 335 | 21, 22, 23, 24, |
| 336 | 17, 18, 19, 20, |
| 337 | 13, 14, 15, 16, |
| 338 | 9, 10, 11, 12, |
| 339 | 5, 6, 7, 8, |
| 340 | 1, 2, 3, 4 |
| 341 | }, qScale, qOffset); |
| 342 | |
| 343 | return ReverseV2TestImpl<ArmnnType, T, 2>(workloadFactory, |
| 344 | memoryManager, |
| 345 | tensorHandleFactory, |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 346 | input, |
Tracy Narine | bb8d759 | 2023-07-13 16:50:54 +0100 | [diff] [blame] | 347 | axis, |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 348 | outputExpected, |
| 349 | inputInfo, |
Tracy Narine | bb8d759 | 2023-07-13 16:50:54 +0100 | [diff] [blame] | 350 | axisInfo, |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 351 | outputInfo); |
| 352 | } |
| 353 | |
| 354 | template<armnn::DataType ArmnnType, typename T> |
| 355 | LayerTestResult<T, 2> ReverseV2SimpleTest3Dim3Axis( |
| 356 | armnn::IWorkloadFactory& workloadFactory, |
| 357 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 358 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
| 359 | { |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 360 | float qScale = 1.0f; |
| 361 | int32_t qOffset = 0; |
| 362 | |
| 363 | armnn::TensorInfo inputInfo({2, 3, 4}, ArmnnType, qScale, qOffset); |
Tracy Narine | bb8d759 | 2023-07-13 16:50:54 +0100 | [diff] [blame] | 364 | armnn::TensorInfo axisInfo({3}, armnn::DataType::Signed32, qScale, qOffset); |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 365 | armnn::TensorInfo outputInfo({2, 3, 4}, ArmnnType, qScale, qOffset); |
| 366 | |
| 367 | std::vector<T> input = armnnUtils::QuantizedVector<T>({ |
| 368 | 1, 2, 3, 4, |
| 369 | 5, 6, 7, 8, |
| 370 | 9, 10, 11, 12, |
| 371 | 13, 14, 15, 16, |
| 372 | 17, 18, 19, 20, |
| 373 | 21, 22, 23, 24 |
| 374 | }, qScale, qOffset); |
| 375 | |
Tracy Narine | bb8d759 | 2023-07-13 16:50:54 +0100 | [diff] [blame] | 376 | std::vector<int> axis = {1, 0, 2}; |
| 377 | |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 378 | std::vector<T> outputExpected = armnnUtils::QuantizedVector<T>({ |
| 379 | 24, 23, 22, 21, |
| 380 | 20, 19, 18, 17, |
| 381 | 16, 15, 14, 13, |
| 382 | 12, 11, 10, 9, |
| 383 | 8, 7, 6, 5, |
| 384 | 4, 3, 2, 1 |
| 385 | }, qScale, qOffset); |
| 386 | |
| 387 | return ReverseV2TestImpl<ArmnnType, T, 2>(workloadFactory, |
| 388 | memoryManager, |
| 389 | tensorHandleFactory, |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 390 | input, |
Tracy Narine | bb8d759 | 2023-07-13 16:50:54 +0100 | [diff] [blame] | 391 | axis, |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 392 | outputExpected, |
| 393 | inputInfo, |
Tracy Narine | bb8d759 | 2023-07-13 16:50:54 +0100 | [diff] [blame] | 394 | axisInfo, |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 395 | outputInfo); |
| 396 | } |
| 397 | |
| 398 | template<armnn::DataType ArmnnType, typename T> |
| 399 | LayerTestResult<T, 2> ReverseV2SimpleTest4Dim1Axis( |
| 400 | armnn::IWorkloadFactory& workloadFactory, |
| 401 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 402 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
| 403 | { |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 404 | float qScale = 1.0f; |
| 405 | int32_t qOffset = 0; |
| 406 | |
| 407 | armnn::TensorInfo inputInfo({2, 2, 2, 3}, ArmnnType, qScale, qOffset); |
Tracy Narine | bb8d759 | 2023-07-13 16:50:54 +0100 | [diff] [blame] | 408 | armnn::TensorInfo axisInfo({1}, armnn::DataType::Signed32, qScale, qOffset); |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 409 | armnn::TensorInfo outputInfo({2, 2, 2, 3}, ArmnnType, qScale, qOffset); |
| 410 | |
| 411 | std::vector<T> input = armnnUtils::QuantizedVector<T>({ |
| 412 | 1, 2, 3, |
| 413 | 4, 5, 6, |
| 414 | 7, 8, 9, |
| 415 | 10, 11, 12, |
| 416 | 13, 14, 15, |
| 417 | 16, 17, 18, |
| 418 | 19, 20, 21, |
| 419 | 22, 23, 24 |
| 420 | }, qScale, qOffset); |
| 421 | |
Tracy Narine | bb8d759 | 2023-07-13 16:50:54 +0100 | [diff] [blame] | 422 | std::vector<int> axis = {0}; |
| 423 | |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 424 | std::vector<T> outputExpected = armnnUtils::QuantizedVector<T>({ |
| 425 | 13, 14, 15, |
| 426 | 16, 17, 18, |
| 427 | 19, 20, 21, |
| 428 | 22, 23, 24, |
| 429 | 1, 2, 3, |
| 430 | 4, 5, 6, |
| 431 | 7, 8, 9, |
| 432 | 10, 11, 12 |
| 433 | }, qScale, qOffset); |
| 434 | |
| 435 | return ReverseV2TestImpl<ArmnnType, T, 2>(workloadFactory, |
| 436 | memoryManager, |
| 437 | tensorHandleFactory, |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 438 | input, |
Tracy Narine | bb8d759 | 2023-07-13 16:50:54 +0100 | [diff] [blame] | 439 | axis, |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 440 | outputExpected, |
| 441 | inputInfo, |
Tracy Narine | bb8d759 | 2023-07-13 16:50:54 +0100 | [diff] [blame] | 442 | axisInfo, |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 443 | outputInfo); |
| 444 | } |
| 445 | |
| 446 | template<armnn::DataType ArmnnType, typename T> |
| 447 | LayerTestResult<T, 2> ReverseV2SimpleTest4Dim2Axis( |
| 448 | armnn::IWorkloadFactory& workloadFactory, |
| 449 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 450 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
| 451 | { |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 452 | float qScale = 1.0f; |
| 453 | int32_t qOffset = 0; |
| 454 | |
| 455 | armnn::TensorInfo inputInfo({2, 2, 2, 3}, ArmnnType, qScale, qOffset); |
Tracy Narine | bb8d759 | 2023-07-13 16:50:54 +0100 | [diff] [blame] | 456 | armnn::TensorInfo axisInfo({2}, armnn::DataType::Signed32, qScale, qOffset); |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 457 | armnn::TensorInfo outputInfo({2, 2, 2, 3}, ArmnnType, qScale, qOffset); |
| 458 | |
| 459 | std::vector<T> input = armnnUtils::QuantizedVector<T>({ |
| 460 | 1, 2, 3, |
| 461 | 4, 5, 6, |
| 462 | 7, 8, 9, |
| 463 | 10, 11, 12, |
| 464 | 13, 14, 15, |
| 465 | 16, 17, 18, |
| 466 | 19, 20, 21, |
| 467 | 22, 23, 24 |
| 468 | }, qScale, qOffset); |
| 469 | |
Tracy Narine | bb8d759 | 2023-07-13 16:50:54 +0100 | [diff] [blame] | 470 | std::vector<int> axis = {0, 1}; |
| 471 | |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 472 | std::vector<T> outputExpected = armnnUtils::QuantizedVector<T>({ |
| 473 | 19, 20, 21, |
| 474 | 22, 23, 24, |
| 475 | 13, 14, 15, |
| 476 | 16, 17, 18, |
| 477 | 7, 8, 9, |
| 478 | 10, 11, 12, |
| 479 | 1, 2, 3, |
| 480 | 4, 5, 6 |
| 481 | }, qScale, qOffset); |
| 482 | |
| 483 | return ReverseV2TestImpl<ArmnnType, T, 2>(workloadFactory, |
| 484 | memoryManager, |
| 485 | tensorHandleFactory, |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 486 | input, |
Tracy Narine | bb8d759 | 2023-07-13 16:50:54 +0100 | [diff] [blame] | 487 | axis, |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 488 | outputExpected, |
| 489 | inputInfo, |
Tracy Narine | bb8d759 | 2023-07-13 16:50:54 +0100 | [diff] [blame] | 490 | axisInfo, |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 491 | outputInfo); |
| 492 | } |
| 493 | |
| 494 | template<armnn::DataType ArmnnType, typename T> |
| 495 | LayerTestResult<T, 2> ReverseV2SimpleTest4Dim3Axis( |
| 496 | armnn::IWorkloadFactory& workloadFactory, |
| 497 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 498 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
| 499 | { |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 500 | float qScale = 1.0f; |
| 501 | int32_t qOffset = 0; |
| 502 | |
| 503 | armnn::TensorInfo inputInfo({2, 2, 2, 3}, ArmnnType, qScale, qOffset); |
Tracy Narine | bb8d759 | 2023-07-13 16:50:54 +0100 | [diff] [blame] | 504 | armnn::TensorInfo axisInfo({3}, armnn::DataType::Signed32, qScale, qOffset); |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 505 | armnn::TensorInfo outputInfo({2, 2, 2, 3}, ArmnnType, qScale, qOffset); |
| 506 | |
| 507 | std::vector<T> input = armnnUtils::QuantizedVector<T>({ |
| 508 | 1, 2, 3, |
| 509 | 4, 5, 6, |
| 510 | 7, 8, 9, |
| 511 | 10, 11, 12, |
| 512 | 13, 14, 15, |
| 513 | 16, 17, 18, |
| 514 | 19, 20, 21, |
| 515 | 22, 23, 24 |
| 516 | }, qScale, qOffset); |
| 517 | |
Tracy Narine | bb8d759 | 2023-07-13 16:50:54 +0100 | [diff] [blame] | 518 | std::vector<int> axis = {0, 1, 2}; |
| 519 | |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 520 | std::vector<T> outputExpected = armnnUtils::QuantizedVector<T>({ |
| 521 | 22, 23, 24, |
| 522 | 19, 20, 21, |
| 523 | 16, 17, 18, |
| 524 | 13, 14, 15, |
| 525 | 10, 11, 12, |
| 526 | 7, 8, 9, |
| 527 | 4, 5, 6, |
| 528 | 1, 2, 3 |
| 529 | }, qScale, qOffset); |
| 530 | |
| 531 | return ReverseV2TestImpl<ArmnnType, T, 2>(workloadFactory, |
| 532 | memoryManager, |
| 533 | tensorHandleFactory, |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 534 | input, |
Tracy Narine | bb8d759 | 2023-07-13 16:50:54 +0100 | [diff] [blame] | 535 | axis, |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 536 | outputExpected, |
| 537 | inputInfo, |
Tracy Narine | bb8d759 | 2023-07-13 16:50:54 +0100 | [diff] [blame] | 538 | axisInfo, |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 539 | outputInfo); |
| 540 | } |
| 541 | |
| 542 | template<armnn::DataType ArmnnType, typename T> |
| 543 | LayerTestResult<T, 2> ReverseV2SimpleTest4Dim4Axis( |
| 544 | armnn::IWorkloadFactory& workloadFactory, |
| 545 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 546 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
| 547 | { |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 548 | float qScale = 1.0f; |
| 549 | int32_t qOffset = 0; |
| 550 | |
| 551 | armnn::TensorInfo inputInfo({2, 2, 2, 3}, ArmnnType, qScale, qOffset); |
Tracy Narine | bb8d759 | 2023-07-13 16:50:54 +0100 | [diff] [blame] | 552 | armnn::TensorInfo axisInfo({4}, armnn::DataType::Signed32, qScale, qOffset); |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 553 | armnn::TensorInfo outputInfo({2, 2, 2, 3}, ArmnnType, qScale, qOffset); |
| 554 | |
| 555 | std::vector<T> input = armnnUtils::QuantizedVector<T>({ |
| 556 | 1, 2, 3, |
| 557 | 4, 5, 6, |
| 558 | 7, 8, 9, |
| 559 | 10, 11, 12, |
| 560 | 13, 14, 15, |
| 561 | 16, 17, 18, |
| 562 | 19, 20, 21, |
| 563 | 22, 23, 24 |
| 564 | }, qScale, qOffset); |
| 565 | |
Tracy Narine | bb8d759 | 2023-07-13 16:50:54 +0100 | [diff] [blame] | 566 | std::vector<int> axis = {0, 1, 2, 3}; |
| 567 | |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 568 | std::vector<T> outputExpected = armnnUtils::QuantizedVector<T>({ |
Tracy Narine | bb8d759 | 2023-07-13 16:50:54 +0100 | [diff] [blame] | 569 | 24, 23, 22, |
| 570 | 21, 20, 19, |
| 571 | 18, 17, 16, |
| 572 | 15, 14, 13, |
| 573 | 12, 11, 10, |
| 574 | 9, 8, 7, |
| 575 | 6, 5, 4, |
| 576 | 3, 2, 1 |
| 577 | }, qScale, qOffset); |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 578 | |
| 579 | return ReverseV2TestImpl<ArmnnType, T, 2>(workloadFactory, |
| 580 | memoryManager, |
| 581 | tensorHandleFactory, |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 582 | input, |
Tracy Narine | bb8d759 | 2023-07-13 16:50:54 +0100 | [diff] [blame] | 583 | axis, |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 584 | outputExpected, |
| 585 | inputInfo, |
Tracy Narine | bb8d759 | 2023-07-13 16:50:54 +0100 | [diff] [blame] | 586 | axisInfo, |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 587 | outputInfo); |
| 588 | } |
| 589 | |
| 590 | template<armnn::DataType ArmnnType, typename T> |
| 591 | LayerTestResult<T, 2> ReverseV2EvenRowOddColTest2Dim( |
| 592 | armnn::IWorkloadFactory& workloadFactory, |
| 593 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 594 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
| 595 | { |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 596 | float qScale = 1.0f; |
| 597 | int32_t qOffset = 0; |
| 598 | |
| 599 | armnn::TensorInfo inputInfo({2, 3}, ArmnnType, qScale, qOffset); |
Tracy Narine | bb8d759 | 2023-07-13 16:50:54 +0100 | [diff] [blame] | 600 | armnn::TensorInfo axisInfo({1}, armnn::DataType::Signed32, qScale, qOffset); |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 601 | armnn::TensorInfo outputInfo({2, 3}, ArmnnType, qScale, qOffset); |
| 602 | |
| 603 | std::vector<T> input = armnnUtils::QuantizedVector<T>({ |
| 604 | 1, 2, 3, |
| 605 | 4, 5, 6 |
| 606 | }, qScale, qOffset); |
| 607 | |
Tracy Narine | bb8d759 | 2023-07-13 16:50:54 +0100 | [diff] [blame] | 608 | std::vector<int> axis = {1}; |
| 609 | |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 610 | std::vector<T> outputExpected = armnnUtils::QuantizedVector<T>({ |
| 611 | 3, 2, 1, |
| 612 | 6, 5, 4 |
| 613 | }, qScale, qOffset); |
| 614 | |
| 615 | return ReverseV2TestImpl<ArmnnType, T, 2>(workloadFactory, |
| 616 | memoryManager, |
| 617 | tensorHandleFactory, |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 618 | input, |
Tracy Narine | bb8d759 | 2023-07-13 16:50:54 +0100 | [diff] [blame] | 619 | axis, |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 620 | outputExpected, |
| 621 | inputInfo, |
Tracy Narine | bb8d759 | 2023-07-13 16:50:54 +0100 | [diff] [blame] | 622 | axisInfo, |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 623 | outputInfo); |
| 624 | } |
| 625 | |
| 626 | template<armnn::DataType ArmnnType, typename T> |
| 627 | LayerTestResult<T, 2> ReverseV2EvenRowOddColTest3Dim( |
| 628 | armnn::IWorkloadFactory& workloadFactory, |
| 629 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 630 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
| 631 | { |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 632 | float qScale = 1.0f; |
| 633 | int32_t qOffset = 0; |
| 634 | |
| 635 | armnn::TensorInfo inputInfo({2, 3, 1}, ArmnnType, qScale, qOffset); |
Tracy Narine | bb8d759 | 2023-07-13 16:50:54 +0100 | [diff] [blame] | 636 | armnn::TensorInfo axisInfo({1}, armnn::DataType::Signed32, qScale, qOffset); |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 637 | armnn::TensorInfo outputInfo({2, 3, 1}, ArmnnType, qScale, qOffset); |
| 638 | |
| 639 | std::vector<T> input = armnnUtils::QuantizedVector<T>({ |
| 640 | 1, 2, 3, |
| 641 | 4, 5, 6 |
| 642 | }, qScale, qOffset); |
| 643 | |
Tracy Narine | bb8d759 | 2023-07-13 16:50:54 +0100 | [diff] [blame] | 644 | std::vector<int> axis = {1}; |
| 645 | |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 646 | std::vector<T> outputExpected = armnnUtils::QuantizedVector<T>({ |
| 647 | 3, 2, 1, |
| 648 | 6, 5, 4 |
| 649 | }, qScale, qOffset); |
| 650 | |
| 651 | return ReverseV2TestImpl<ArmnnType, T, 2>(workloadFactory, |
| 652 | memoryManager, |
| 653 | tensorHandleFactory, |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 654 | input, |
Tracy Narine | bb8d759 | 2023-07-13 16:50:54 +0100 | [diff] [blame] | 655 | axis, |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 656 | outputExpected, |
| 657 | inputInfo, |
Tracy Narine | bb8d759 | 2023-07-13 16:50:54 +0100 | [diff] [blame] | 658 | axisInfo, |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 659 | outputInfo); |
| 660 | } |
| 661 | |
| 662 | template<armnn::DataType ArmnnType, typename T> |
| 663 | LayerTestResult<T, 2> ReverseV2EvenRowEvenColTest2Dim( |
| 664 | armnn::IWorkloadFactory& workloadFactory, |
| 665 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 666 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
| 667 | { |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 668 | float qScale = 1.0f; |
| 669 | int32_t qOffset = 0; |
| 670 | |
| 671 | armnn::TensorInfo inputInfo({2, 4}, ArmnnType, qScale, qOffset); |
Tracy Narine | bb8d759 | 2023-07-13 16:50:54 +0100 | [diff] [blame] | 672 | armnn::TensorInfo axisInfo({1}, armnn::DataType::Signed32, qScale, qOffset); |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 673 | armnn::TensorInfo outputInfo({2, 4}, ArmnnType, qScale, qOffset); |
| 674 | |
| 675 | std::vector<T> input = armnnUtils::QuantizedVector<T>({ |
| 676 | 1, 2, 3, 4, |
| 677 | 5, 6, 7, 8 |
| 678 | }, qScale, qOffset); |
| 679 | |
Tracy Narine | bb8d759 | 2023-07-13 16:50:54 +0100 | [diff] [blame] | 680 | std::vector<int> axis = {1}; |
| 681 | |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 682 | std::vector<T> outputExpected = armnnUtils::QuantizedVector<T>({ |
| 683 | 4, 3, 2, 1, |
| 684 | 8, 7, 6, 5 |
| 685 | }, qScale, qOffset); |
| 686 | |
| 687 | return ReverseV2TestImpl<ArmnnType, T, 2>(workloadFactory, |
| 688 | memoryManager, |
| 689 | tensorHandleFactory, |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 690 | input, |
Tracy Narine | bb8d759 | 2023-07-13 16:50:54 +0100 | [diff] [blame] | 691 | axis, |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 692 | outputExpected, |
| 693 | inputInfo, |
Tracy Narine | bb8d759 | 2023-07-13 16:50:54 +0100 | [diff] [blame] | 694 | axisInfo, |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 695 | outputInfo); |
| 696 | } |
| 697 | |
| 698 | template<armnn::DataType ArmnnType, typename T> |
| 699 | LayerTestResult<T, 2> ReverseV2EvenRowEvenColTest3Dim( |
| 700 | armnn::IWorkloadFactory& workloadFactory, |
| 701 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 702 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
| 703 | { |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 704 | float qScale = 1.0f; |
| 705 | int32_t qOffset = 0; |
| 706 | |
| 707 | armnn::TensorInfo inputInfo({2, 4, 1}, ArmnnType, qScale, qOffset); |
Tracy Narine | bb8d759 | 2023-07-13 16:50:54 +0100 | [diff] [blame] | 708 | armnn::TensorInfo axisInfo({1}, armnn::DataType::Signed32, qScale, qOffset); |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 709 | armnn::TensorInfo outputInfo({2, 4, 1}, ArmnnType, qScale, qOffset); |
| 710 | |
| 711 | std::vector<T> input = armnnUtils::QuantizedVector<T>({ |
| 712 | 1, 2, 3, 4, |
| 713 | 5, 6, 7, 8 |
| 714 | }, qScale, qOffset); |
| 715 | |
Tracy Narine | bb8d759 | 2023-07-13 16:50:54 +0100 | [diff] [blame] | 716 | std::vector<int> axis = {1}; |
| 717 | |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 718 | std::vector<T> outputExpected = armnnUtils::QuantizedVector<T>({ |
| 719 | 4, 3, 2, 1, |
| 720 | 8, 7, 6, 5 |
| 721 | }, qScale, qOffset); |
| 722 | |
| 723 | return ReverseV2TestImpl<ArmnnType, T, 2>(workloadFactory, |
| 724 | memoryManager, |
| 725 | tensorHandleFactory, |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 726 | input, |
Tracy Narine | bb8d759 | 2023-07-13 16:50:54 +0100 | [diff] [blame] | 727 | axis, |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 728 | outputExpected, |
| 729 | inputInfo, |
Tracy Narine | bb8d759 | 2023-07-13 16:50:54 +0100 | [diff] [blame] | 730 | axisInfo, |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 731 | outputInfo); |
| 732 | } |
| 733 | |
| 734 | template<armnn::DataType ArmnnType, typename T> |
| 735 | LayerTestResult<T, 2> ReverseV2OddRowOddColTest2Dim( |
| 736 | armnn::IWorkloadFactory& workloadFactory, |
| 737 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 738 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
| 739 | { |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 740 | float qScale = 1.0f; |
| 741 | int32_t qOffset = 0; |
| 742 | |
| 743 | armnn::TensorInfo inputInfo({3, 3}, ArmnnType, qScale, qOffset); |
Tracy Narine | bb8d759 | 2023-07-13 16:50:54 +0100 | [diff] [blame] | 744 | armnn::TensorInfo axisInfo({1}, armnn::DataType::Signed32, qScale, qOffset); |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 745 | armnn::TensorInfo outputInfo({3, 3}, ArmnnType, qScale, qOffset); |
| 746 | |
| 747 | std::vector<T> input = armnnUtils::QuantizedVector<T>({ |
| 748 | 1, 2, 3, |
| 749 | 4, 5, 6, |
| 750 | 7, 8, 9 |
| 751 | }, qScale, qOffset); |
| 752 | |
Tracy Narine | bb8d759 | 2023-07-13 16:50:54 +0100 | [diff] [blame] | 753 | std::vector<int> axis = {1}; |
| 754 | |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 755 | std::vector<T> outputExpected = armnnUtils::QuantizedVector<T>({ |
| 756 | 3, 2, 1, |
| 757 | 6, 5, 4, |
| 758 | 9, 8, 7 |
| 759 | }, qScale, qOffset); |
| 760 | |
| 761 | return ReverseV2TestImpl<ArmnnType, T, 2>(workloadFactory, |
| 762 | memoryManager, |
| 763 | tensorHandleFactory, |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 764 | input, |
Tracy Narine | bb8d759 | 2023-07-13 16:50:54 +0100 | [diff] [blame] | 765 | axis, |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 766 | outputExpected, |
| 767 | inputInfo, |
Tracy Narine | bb8d759 | 2023-07-13 16:50:54 +0100 | [diff] [blame] | 768 | axisInfo, |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 769 | outputInfo); |
| 770 | } |
| 771 | |
| 772 | template<armnn::DataType ArmnnType, typename T> |
| 773 | LayerTestResult<T, 2> ReverseV2OddRowOddColTest3Dim( |
| 774 | armnn::IWorkloadFactory& workloadFactory, |
| 775 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 776 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
| 777 | { |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 778 | float qScale = 1.0f; |
| 779 | int32_t qOffset = 0; |
| 780 | |
| 781 | armnn::TensorInfo inputInfo({3, 3, 1}, ArmnnType, qScale, qOffset); |
Tracy Narine | bb8d759 | 2023-07-13 16:50:54 +0100 | [diff] [blame] | 782 | armnn::TensorInfo axisInfo({1}, armnn::DataType::Signed32, qScale, qOffset); |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 783 | armnn::TensorInfo outputInfo({3, 3, 1}, ArmnnType, qScale, qOffset); |
| 784 | |
| 785 | std::vector<T> input = armnnUtils::QuantizedVector<T>({ |
| 786 | 1, 2, 3, |
| 787 | 4, 5, 6, |
| 788 | 7, 8, 9 |
| 789 | }, qScale, qOffset); |
| 790 | |
Tracy Narine | bb8d759 | 2023-07-13 16:50:54 +0100 | [diff] [blame] | 791 | std::vector<int> axis = {1}; |
| 792 | |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 793 | std::vector<T> outputExpected = armnnUtils::QuantizedVector<T>({ |
| 794 | 3, 2, 1, |
| 795 | 6, 5, 4, |
| 796 | 9, 8, 7 |
| 797 | }, qScale, qOffset); |
| 798 | |
| 799 | return ReverseV2TestImpl<ArmnnType, T, 2>(workloadFactory, |
| 800 | memoryManager, |
| 801 | tensorHandleFactory, |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 802 | input, |
Tracy Narine | bb8d759 | 2023-07-13 16:50:54 +0100 | [diff] [blame] | 803 | axis, |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 804 | outputExpected, |
| 805 | inputInfo, |
Tracy Narine | bb8d759 | 2023-07-13 16:50:54 +0100 | [diff] [blame] | 806 | axisInfo, |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 807 | outputInfo); |
| 808 | } |
| 809 | |
| 810 | template<armnn::DataType ArmnnType, typename T> |
| 811 | LayerTestResult<T, 2> ReverseV2OddRowEvenColTest2Dim( |
| 812 | armnn::IWorkloadFactory& workloadFactory, |
| 813 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 814 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
| 815 | { |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 816 | float qScale = 1.0f; |
| 817 | int32_t qOffset = 0; |
| 818 | |
| 819 | armnn::TensorInfo inputInfo({3, 4}, ArmnnType, qScale, qOffset); |
Tracy Narine | bb8d759 | 2023-07-13 16:50:54 +0100 | [diff] [blame] | 820 | armnn::TensorInfo axisInfo({1}, armnn::DataType::Signed32, qScale, qOffset); |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 821 | armnn::TensorInfo outputInfo({3, 4}, ArmnnType, qScale, qOffset); |
| 822 | |
| 823 | std::vector<T> input = armnnUtils::QuantizedVector<T>({ |
| 824 | 1, 2, 3, 4, |
| 825 | 5, 6, 7, 8, |
| 826 | 9, 10, 11, 12 |
| 827 | }, qScale, qOffset); |
| 828 | |
Tracy Narine | bb8d759 | 2023-07-13 16:50:54 +0100 | [diff] [blame] | 829 | std::vector<int> axis = {1}; |
| 830 | |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 831 | std::vector<T> outputExpected = armnnUtils::QuantizedVector<T>({ |
| 832 | 4, 3, 2, 1, |
| 833 | 8, 7, 6, 5, |
| 834 | 12, 11, 10, 9 |
| 835 | }, qScale, qOffset); |
| 836 | |
| 837 | return ReverseV2TestImpl<ArmnnType, T, 2>(workloadFactory, |
| 838 | memoryManager, |
| 839 | tensorHandleFactory, |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 840 | input, |
Tracy Narine | bb8d759 | 2023-07-13 16:50:54 +0100 | [diff] [blame] | 841 | axis, |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 842 | outputExpected, |
| 843 | inputInfo, |
Tracy Narine | bb8d759 | 2023-07-13 16:50:54 +0100 | [diff] [blame] | 844 | axisInfo, |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 845 | outputInfo); |
| 846 | } |
| 847 | |
| 848 | template<armnn::DataType ArmnnType, typename T> |
| 849 | LayerTestResult<T, 2> ReverseV2OddRowEvenColTest3Dim( |
| 850 | armnn::IWorkloadFactory& workloadFactory, |
| 851 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 852 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
| 853 | { |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 854 | float qScale = 1.0f; |
| 855 | int32_t qOffset = 0; |
| 856 | |
| 857 | armnn::TensorInfo inputInfo({3, 4, 1}, ArmnnType, qScale, qOffset); |
Tracy Narine | bb8d759 | 2023-07-13 16:50:54 +0100 | [diff] [blame] | 858 | armnn::TensorInfo axisInfo({1}, armnn::DataType::Signed32, qScale, qOffset); |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 859 | armnn::TensorInfo outputInfo({3, 4, 1}, ArmnnType, qScale, qOffset); |
| 860 | |
| 861 | std::vector<T> input = armnnUtils::QuantizedVector<T>({ |
| 862 | 1, 2, 3, 4, |
| 863 | 5, 6, 7, 8, |
| 864 | 9, 10, 11, 12 |
| 865 | }, qScale, qOffset); |
| 866 | |
Tracy Narine | bb8d759 | 2023-07-13 16:50:54 +0100 | [diff] [blame] | 867 | std::vector<int> axis = {1}; |
| 868 | |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 869 | std::vector<T> outputExpected = armnnUtils::QuantizedVector<T>({ |
| 870 | 4, 3, 2, 1, |
| 871 | 8, 7, 6, 5, |
| 872 | 12, 11, 10, 9 |
| 873 | }, qScale, qOffset); |
| 874 | |
| 875 | return ReverseV2TestImpl<ArmnnType, T, 2>(workloadFactory, |
| 876 | memoryManager, |
| 877 | tensorHandleFactory, |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 878 | input, |
Tracy Narine | bb8d759 | 2023-07-13 16:50:54 +0100 | [diff] [blame] | 879 | axis, |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 880 | outputExpected, |
| 881 | inputInfo, |
Tracy Narine | bb8d759 | 2023-07-13 16:50:54 +0100 | [diff] [blame] | 882 | axisInfo, |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 883 | outputInfo); |
| 884 | } |
| 885 | |
| 886 | template<armnn::DataType ArmnnType, typename T> |
| 887 | LayerTestResult<T, 2> ReverseV2NegAxisTest2Dim1Axis( |
| 888 | armnn::IWorkloadFactory& workloadFactory, |
| 889 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 890 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
| 891 | { |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 892 | float qScale = 1.0f; |
| 893 | int32_t qOffset = 0; |
| 894 | |
| 895 | armnn::TensorInfo inputInfo({2, 4}, ArmnnType, qScale, qOffset); |
Tracy Narine | bb8d759 | 2023-07-13 16:50:54 +0100 | [diff] [blame] | 896 | armnn::TensorInfo axisInfo({1}, armnn::DataType::Signed32, qScale, qOffset); |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 897 | armnn::TensorInfo outputInfo({2, 4}, ArmnnType, qScale, qOffset); |
| 898 | |
| 899 | std::vector<T> input = armnnUtils::QuantizedVector<T>({ |
| 900 | 1, 2, 3, 4, |
| 901 | 5, 6, 7, 8, |
| 902 | }, qScale, qOffset); |
| 903 | |
Tracy Narine | bb8d759 | 2023-07-13 16:50:54 +0100 | [diff] [blame] | 904 | std::vector<int> axis = {-1}; |
| 905 | |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 906 | std::vector<T> outputExpected = armnnUtils::QuantizedVector<T>({ |
| 907 | 4, 3, 2, 1, |
| 908 | 8, 7, 6, 5 |
| 909 | }, qScale, qOffset); |
| 910 | |
| 911 | return ReverseV2TestImpl<ArmnnType, T, 2>(workloadFactory, |
| 912 | memoryManager, |
| 913 | tensorHandleFactory, |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 914 | input, |
Tracy Narine | bb8d759 | 2023-07-13 16:50:54 +0100 | [diff] [blame] | 915 | axis, |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 916 | outputExpected, |
| 917 | inputInfo, |
Tracy Narine | bb8d759 | 2023-07-13 16:50:54 +0100 | [diff] [blame] | 918 | axisInfo, |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 919 | outputInfo); |
| 920 | } |
| 921 | |
| 922 | template<armnn::DataType ArmnnType, typename T> |
| 923 | LayerTestResult<T, 2> ReverseV2NegAxisTest3Dim2Axis( |
| 924 | armnn::IWorkloadFactory& workloadFactory, |
| 925 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 926 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
| 927 | { |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 928 | float qScale = 1.0f; |
| 929 | int32_t qOffset = 0; |
| 930 | |
| 931 | armnn::TensorInfo inputInfo({2, 4, 1}, ArmnnType, qScale, qOffset); |
Tracy Narine | bb8d759 | 2023-07-13 16:50:54 +0100 | [diff] [blame] | 932 | armnn::TensorInfo axisInfo({2}, armnn::DataType::Signed32, qScale, qOffset); |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 933 | armnn::TensorInfo outputInfo({2, 4, 1}, ArmnnType, qScale, qOffset); |
| 934 | |
| 935 | std::vector<T> input = armnnUtils::QuantizedVector<T>({ |
| 936 | 1, 2, 3, 4, |
| 937 | 5, 6, 7, 8, |
| 938 | }, qScale, qOffset); |
| 939 | |
Tracy Narine | bb8d759 | 2023-07-13 16:50:54 +0100 | [diff] [blame] | 940 | std::vector<int> axis = {1, -1}; |
| 941 | |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 942 | std::vector<T> outputExpected = armnnUtils::QuantizedVector<T>({ |
| 943 | 4, 3, 2, 1, |
| 944 | 8, 7, 6, 5 |
| 945 | }, qScale, qOffset); |
| 946 | |
| 947 | return ReverseV2TestImpl<ArmnnType, T, 2>(workloadFactory, |
| 948 | memoryManager, |
| 949 | tensorHandleFactory, |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 950 | input, |
Tracy Narine | bb8d759 | 2023-07-13 16:50:54 +0100 | [diff] [blame] | 951 | axis, |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 952 | outputExpected, |
| 953 | inputInfo, |
Tracy Narine | bb8d759 | 2023-07-13 16:50:54 +0100 | [diff] [blame] | 954 | axisInfo, |
Tianle Cheng | 988354d | 2023-06-28 13:20:47 +0100 | [diff] [blame] | 955 | outputInfo); |
| 956 | } |
| 957 | |
| 958 | template LayerTestResult<armnn::ResolveType<armnn::DataType::Float32>, 2> |
| 959 | ReverseV2SimpleTestEmptyAxis<armnn::DataType::Float32>( |
| 960 | armnn::IWorkloadFactory& workloadFactory, |
| 961 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 962 | const armnn::ITensorHandleFactory& tensorHandleFactory); |
| 963 | |
| 964 | template LayerTestResult<armnn::ResolveType<armnn::DataType::Float32>, 2> |
| 965 | ReverseV2SimpleTestEmptyTensor<armnn::DataType::Float32>( |
| 966 | armnn::IWorkloadFactory& workloadFactory, |
| 967 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 968 | const armnn::ITensorHandleFactory& tensorHandleFactory); |
| 969 | |
| 970 | template LayerTestResult<armnn::ResolveType<armnn::DataType::Float32>, 2> |
| 971 | ReverseV2SimpleTest1Dim<armnn::DataType::Float32>( |
| 972 | armnn::IWorkloadFactory& workloadFactory, |
| 973 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 974 | const armnn::ITensorHandleFactory& tensorHandleFactory); |
| 975 | |
| 976 | template LayerTestResult<armnn::ResolveType<armnn::DataType::Float32>, 2> |
| 977 | ReverseV2SimpleTest2Dim1Axis<armnn::DataType::Float32>( |
| 978 | armnn::IWorkloadFactory& workloadFactory, |
| 979 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 980 | const armnn::ITensorHandleFactory& tensorHandleFactory); |
| 981 | |
| 982 | template LayerTestResult<armnn::ResolveType<armnn::DataType::Float32>, 2> |
| 983 | ReverseV2SimpleTest2Dim2Axis<armnn::DataType::Float32>( |
| 984 | armnn::IWorkloadFactory& workloadFactory, |
| 985 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 986 | const armnn::ITensorHandleFactory& tensorHandleFactory); |
| 987 | |
| 988 | template LayerTestResult<armnn::ResolveType<armnn::DataType::Float32>, 2> |
| 989 | ReverseV2SimpleTest3Dim1Axis<armnn::DataType::Float32>( |
| 990 | armnn::IWorkloadFactory& workloadFactory, |
| 991 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 992 | const armnn::ITensorHandleFactory& tensorHandleFactory); |
| 993 | |
| 994 | template LayerTestResult<armnn::ResolveType<armnn::DataType::Float32>, 2> |
| 995 | ReverseV2SimpleTest3Dim2Axis<armnn::DataType::Float32>( |
| 996 | armnn::IWorkloadFactory& workloadFactory, |
| 997 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 998 | const armnn::ITensorHandleFactory& tensorHandleFactory); |
| 999 | |
| 1000 | template LayerTestResult<armnn::ResolveType<armnn::DataType::Float32>, 2> |
| 1001 | ReverseV2SimpleTest3Dim3Axis<armnn::DataType::Float32>( |
| 1002 | armnn::IWorkloadFactory& workloadFactory, |
| 1003 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 1004 | const armnn::ITensorHandleFactory& tensorHandleFactory); |
| 1005 | |
| 1006 | template LayerTestResult<armnn::ResolveType<armnn::DataType::Float32>, 2> |
| 1007 | ReverseV2SimpleTest4Dim1Axis<armnn::DataType::Float32>( |
| 1008 | armnn::IWorkloadFactory& workloadFactory, |
| 1009 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 1010 | const armnn::ITensorHandleFactory& tensorHandleFactory); |
| 1011 | |
| 1012 | template LayerTestResult<armnn::ResolveType<armnn::DataType::Float32>, 2> |
| 1013 | ReverseV2SimpleTest4Dim2Axis<armnn::DataType::Float32>( |
| 1014 | armnn::IWorkloadFactory& workloadFactory, |
| 1015 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 1016 | const armnn::ITensorHandleFactory& tensorHandleFactory); |
| 1017 | |
| 1018 | template LayerTestResult<armnn::ResolveType<armnn::DataType::Float32>, 2> |
| 1019 | ReverseV2SimpleTest4Dim3Axis<armnn::DataType::Float32>( |
| 1020 | armnn::IWorkloadFactory& workloadFactory, |
| 1021 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 1022 | const armnn::ITensorHandleFactory& tensorHandleFactory); |
| 1023 | |
| 1024 | template LayerTestResult<armnn::ResolveType<armnn::DataType::Float32>, 2> |
| 1025 | ReverseV2SimpleTest4Dim4Axis<armnn::DataType::Float32>( |
| 1026 | armnn::IWorkloadFactory& workloadFactory, |
| 1027 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 1028 | const armnn::ITensorHandleFactory& tensorHandleFactory); |
| 1029 | |
| 1030 | template LayerTestResult<armnn::ResolveType<armnn::DataType::Float32>, 2> |
| 1031 | ReverseV2EvenRowOddColTest2Dim<armnn::DataType::Float32>( |
| 1032 | armnn::IWorkloadFactory& workloadFactory, |
| 1033 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 1034 | const armnn::ITensorHandleFactory& tensorHandleFactory); |
| 1035 | |
| 1036 | template LayerTestResult<armnn::ResolveType<armnn::DataType::Float32>, 2> |
| 1037 | ReverseV2EvenRowOddColTest3Dim<armnn::DataType::Float32>( |
| 1038 | armnn::IWorkloadFactory& workloadFactory, |
| 1039 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 1040 | const armnn::ITensorHandleFactory& tensorHandleFactory); |
| 1041 | |
| 1042 | template LayerTestResult<armnn::ResolveType<armnn::DataType::Float32>, 2> |
| 1043 | ReverseV2EvenRowEvenColTest2Dim<armnn::DataType::Float32>( |
| 1044 | armnn::IWorkloadFactory& workloadFactory, |
| 1045 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 1046 | const armnn::ITensorHandleFactory& tensorHandleFactory); |
| 1047 | |
| 1048 | template LayerTestResult<armnn::ResolveType<armnn::DataType::Float32>, 2> |
| 1049 | ReverseV2EvenRowEvenColTest3Dim<armnn::DataType::Float32>( |
| 1050 | armnn::IWorkloadFactory& workloadFactory, |
| 1051 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 1052 | const armnn::ITensorHandleFactory& tensorHandleFactory); |
| 1053 | |
| 1054 | template LayerTestResult<armnn::ResolveType<armnn::DataType::Float32>, 2> |
| 1055 | ReverseV2OddRowOddColTest2Dim<armnn::DataType::Float32>( |
| 1056 | armnn::IWorkloadFactory& workloadFactory, |
| 1057 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 1058 | const armnn::ITensorHandleFactory& tensorHandleFactory); |
| 1059 | |
| 1060 | template LayerTestResult<armnn::ResolveType<armnn::DataType::Float32>, 2> |
| 1061 | ReverseV2OddRowOddColTest3Dim<armnn::DataType::Float32>( |
| 1062 | armnn::IWorkloadFactory& workloadFactory, |
| 1063 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 1064 | const armnn::ITensorHandleFactory& tensorHandleFactory); |
| 1065 | |
| 1066 | template LayerTestResult<armnn::ResolveType<armnn::DataType::Float32>, 2> |
| 1067 | ReverseV2OddRowEvenColTest2Dim<armnn::DataType::Float32>( |
| 1068 | armnn::IWorkloadFactory& workloadFactory, |
| 1069 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 1070 | const armnn::ITensorHandleFactory& tensorHandleFactory); |
| 1071 | |
| 1072 | template LayerTestResult<armnn::ResolveType<armnn::DataType::Float32>, 2> |
| 1073 | ReverseV2OddRowEvenColTest3Dim<armnn::DataType::Float32>( |
| 1074 | armnn::IWorkloadFactory& workloadFactory, |
| 1075 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 1076 | const armnn::ITensorHandleFactory& tensorHandleFactory); |
| 1077 | |
| 1078 | template LayerTestResult<armnn::ResolveType<armnn::DataType::Float32>, 2> |
| 1079 | ReverseV2NegAxisTest2Dim1Axis<armnn::DataType::Float32>( |
| 1080 | armnn::IWorkloadFactory& workloadFactory, |
| 1081 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 1082 | const armnn::ITensorHandleFactory& tensorHandleFactory); |
| 1083 | |
| 1084 | template LayerTestResult<armnn::ResolveType<armnn::DataType::Float32>, 2> |
| 1085 | ReverseV2NegAxisTest3Dim2Axis<armnn::DataType::Float32>( |
| 1086 | armnn::IWorkloadFactory& workloadFactory, |
| 1087 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 1088 | const armnn::ITensorHandleFactory& tensorHandleFactory); |
| 1089 | |
| 1090 | template LayerTestResult<armnn::ResolveType<armnn::DataType::Float16>, 2> |
| 1091 | ReverseV2SimpleTest2Dim2Axis<armnn::DataType::Float16>( |
| 1092 | armnn::IWorkloadFactory& workloadFactory, |
| 1093 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 1094 | const armnn::ITensorHandleFactory& tensorHandleFactory); |
| 1095 | |
| 1096 | template LayerTestResult<armnn::ResolveType<armnn::DataType::QAsymmS8>, 2> |
| 1097 | ReverseV2SimpleTest2Dim2Axis<armnn::DataType::QAsymmS8>( |
| 1098 | armnn::IWorkloadFactory& workloadFactory, |
| 1099 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 1100 | const armnn::ITensorHandleFactory& tensorHandleFactory); |
| 1101 | |
| 1102 | template LayerTestResult<armnn::ResolveType<armnn::DataType::QAsymmU8>, 2> |
| 1103 | ReverseV2SimpleTest2Dim2Axis<armnn::DataType::QAsymmU8>( |
| 1104 | armnn::IWorkloadFactory& workloadFactory, |
| 1105 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 1106 | const armnn::ITensorHandleFactory& tensorHandleFactory); |
| 1107 | |
| 1108 | template LayerTestResult<armnn::ResolveType<armnn::DataType::QSymmS16>, 2> |
| 1109 | ReverseV2SimpleTest2Dim2Axis<armnn::DataType::QSymmS16>( |
| 1110 | armnn::IWorkloadFactory& workloadFactory, |
| 1111 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Tracy Narine | bb8d759 | 2023-07-13 16:50:54 +0100 | [diff] [blame] | 1112 | const armnn::ITensorHandleFactory& tensorHandleFactory); |