Nikhil Raj | 68c2c90 | 2019-09-19 11:21:11 +0100 | [diff] [blame] | 1 | // |
| 2 | // Copyright © 2019 Arm Ltd. All rights reserved. |
| 3 | // SPDX-License-Identifier: MIT |
| 4 | // |
| 5 | |
| 6 | #include "ArgMinMaxTestImpl.hpp" |
| 7 | |
| 8 | #include <armnn/ArmNN.hpp> |
| 9 | |
| 10 | #include <backendsCommon/test/DataTypeUtils.hpp> |
| 11 | #include <backendsCommon/test/TensorCopyUtils.hpp> |
| 12 | #include <backendsCommon/test/WorkloadTestUtils.hpp> |
| 13 | |
| 14 | #include <test/TensorHelpers.hpp> |
| 15 | |
| 16 | namespace |
| 17 | { |
| 18 | |
| 19 | template<armnn::DataType ArmnnType, typename T = armnn::ResolveType<ArmnnType>> |
| 20 | LayerTestResult<int32_t, 3> ArgMinMaxTestCommon( |
| 21 | armnn::IWorkloadFactory& workloadFactory, |
| 22 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 23 | armnn::ArgMinMaxFunction argMinMaxFunction, |
| 24 | const armnn::TensorInfo inputTensorInfo, |
| 25 | const armnn::TensorInfo outputTensorInfo, |
| 26 | const std::vector<float>& inputData, |
| 27 | const std::vector<int32_t>& outputData, |
| 28 | int axis = 3) |
| 29 | { |
Derek Lamberti | c374ff0 | 2019-12-10 21:57:35 +0000 | [diff] [blame] | 30 | boost::ignore_unused(memoryManager); |
Nikhil Raj | 68c2c90 | 2019-09-19 11:21:11 +0100 | [diff] [blame] | 31 | auto inputTensor = MakeTensor<T, 4>(inputTensorInfo, ConvertToDataType<ArmnnType>(inputData, inputTensorInfo)); |
| 32 | |
| 33 | LayerTestResult<int32_t, 3> result(outputTensorInfo); |
Nikhil Raj | 68c2c90 | 2019-09-19 11:21:11 +0100 | [diff] [blame] | 34 | result.outputExpected = MakeTensor<int32_t, 3>(outputTensorInfo, outputData); |
| 35 | |
| 36 | std::unique_ptr<armnn::ITensorHandle> inputHandle = workloadFactory.CreateTensorHandle(inputTensorInfo); |
| 37 | std::unique_ptr<armnn::ITensorHandle> outputHandle = workloadFactory.CreateTensorHandle(outputTensorInfo); |
| 38 | |
| 39 | armnn::ArgMinMaxQueueDescriptor descriptor; |
| 40 | descriptor.m_Parameters.m_Function = argMinMaxFunction; |
| 41 | descriptor.m_Parameters.m_Axis = axis; |
| 42 | armnn::WorkloadInfo info; |
| 43 | |
| 44 | AddInputToWorkload(descriptor, info, inputTensorInfo, inputHandle.get()); |
| 45 | AddOutputToWorkload(descriptor, info, outputTensorInfo, outputHandle.get()); |
| 46 | |
| 47 | std::unique_ptr<armnn::IWorkload> workload = workloadFactory.CreateArgMinMax(descriptor, info); |
| 48 | |
| 49 | inputHandle->Allocate(); |
| 50 | outputHandle->Allocate(); |
| 51 | |
| 52 | CopyDataToITensorHandle(inputHandle.get(), &inputTensor[0][0][0][0]); |
| 53 | |
| 54 | workload->PostAllocationConfigure(); |
| 55 | workload->Execute(); |
| 56 | |
| 57 | CopyDataFromITensorHandle(&result.output[0][0][0], outputHandle.get()); |
| 58 | |
| 59 | return result; |
Nikhil Raj | 68c2c90 | 2019-09-19 11:21:11 +0100 | [diff] [blame] | 60 | } |
| 61 | |
| 62 | } // namespace |
| 63 | |
| 64 | template<armnn::DataType ArmnnType, typename T> |
| 65 | LayerTestResult<int32_t, 3> ArgMaxSimpleTest( |
| 66 | armnn::IWorkloadFactory& workloadFactory, |
| 67 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager) |
| 68 | { |
| 69 | const armnn::TensorShape inputShape{ 1, 1, 1, 5 }; |
| 70 | const armnn::TensorShape outputShape{ 1, 1, 1 }; |
| 71 | |
| 72 | armnn::TensorInfo inputTensorInfo(inputShape, ArmnnType); |
| 73 | |
Francis Murtagh | 52ec346 | 2019-11-19 12:24:19 +0000 | [diff] [blame] | 74 | if (armnn::IsQuantizedType<T>()) |
Nikhil Raj | 68c2c90 | 2019-09-19 11:21:11 +0100 | [diff] [blame] | 75 | { |
| 76 | inputTensorInfo.SetQuantizationScale(1.0f); |
| 77 | inputTensorInfo.SetQuantizationOffset(0); |
| 78 | } |
| 79 | |
| 80 | armnn::TensorInfo outputTensorInfo(outputShape, armnn::DataType::Signed32); |
| 81 | |
| 82 | std::vector<float> inputValues({ 5.0f, 2.0f, 8.0f, 10.0f, 9.0f }); |
| 83 | std::vector<int32_t> outputValues({ 3 }); |
| 84 | |
| 85 | return ArgMinMaxTestCommon<ArmnnType>(workloadFactory, memoryManager, |
| 86 | armnn::ArgMinMaxFunction::Max, |
| 87 | inputTensorInfo, outputTensorInfo, |
James Conroy | d47a064 | 2019-09-17 14:22:06 +0100 | [diff] [blame] | 88 | inputValues, outputValues, -1); // axis -1 === 3 |
Nikhil Raj | 68c2c90 | 2019-09-19 11:21:11 +0100 | [diff] [blame] | 89 | } |
| 90 | |
| 91 | template<armnn::DataType ArmnnType, typename T> |
| 92 | LayerTestResult<int32_t, 3> ArgMinSimpleTest( |
| 93 | armnn::IWorkloadFactory& workloadFactory, |
| 94 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager) |
| 95 | { |
| 96 | const armnn::TensorShape inputShape{ 1, 1, 1, 5 }; |
| 97 | const armnn::TensorShape outputShape{ 1, 1, 1 }; |
| 98 | |
| 99 | armnn::TensorInfo inputTensorInfo(inputShape, ArmnnType); |
| 100 | |
Francis Murtagh | 52ec346 | 2019-11-19 12:24:19 +0000 | [diff] [blame] | 101 | if (armnn::IsQuantizedType<T>()) |
Nikhil Raj | 68c2c90 | 2019-09-19 11:21:11 +0100 | [diff] [blame] | 102 | { |
| 103 | inputTensorInfo.SetQuantizationScale(1.0f); |
| 104 | inputTensorInfo.SetQuantizationOffset(0); |
| 105 | } |
| 106 | |
| 107 | armnn::TensorInfo outputTensorInfo(outputShape, armnn::DataType::Signed32); |
| 108 | |
| 109 | std::vector<float> inputValues({ 5.0f, 2.0f, 8.0f, 10.0f, 9.0f }); |
| 110 | std::vector<int32_t> outputValues({ 1 }); |
| 111 | |
| 112 | return ArgMinMaxTestCommon<ArmnnType>(workloadFactory, memoryManager, |
| 113 | armnn::ArgMinMaxFunction::Min, |
| 114 | inputTensorInfo, outputTensorInfo, |
| 115 | inputValues, outputValues, 3); |
| 116 | } |
| 117 | |
| 118 | template<armnn::DataType ArmnnType, typename T> |
James Conroy | d47a064 | 2019-09-17 14:22:06 +0100 | [diff] [blame] | 119 | LayerTestResult<int32_t, 3> ArgMinChannelTest( |
Nikhil Raj | 68c2c90 | 2019-09-19 11:21:11 +0100 | [diff] [blame] | 120 | armnn::IWorkloadFactory& workloadFactory, |
| 121 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager) |
| 122 | { |
| 123 | const armnn::TensorShape inputShape{ 1, 3, 2, 4}; |
| 124 | const armnn::TensorShape outputShape{ 1, 2, 4 }; |
| 125 | |
| 126 | armnn::TensorInfo inputTensorInfo(inputShape, ArmnnType); |
| 127 | |
Francis Murtagh | 52ec346 | 2019-11-19 12:24:19 +0000 | [diff] [blame] | 128 | if (armnn::IsQuantizedType<T>()) |
Nikhil Raj | 68c2c90 | 2019-09-19 11:21:11 +0100 | [diff] [blame] | 129 | { |
| 130 | inputTensorInfo.SetQuantizationScale(1.0f); |
| 131 | inputTensorInfo.SetQuantizationOffset(0); |
| 132 | } |
| 133 | |
| 134 | armnn::TensorInfo outputTensorInfo(outputShape, armnn::DataType::Signed32); |
| 135 | |
James Conroy | d47a064 | 2019-09-17 14:22:06 +0100 | [diff] [blame] | 136 | std::vector<float> inputValues({ 1.0f, 2.0f, 3.0f, 4.0f, |
| 137 | 5.0f, 6.0f, 7.0f, 8.0f, |
| 138 | |
| 139 | 10.0f, 20.0f, 30.0f, 40.0f, |
| 140 | 50.0f, 60.0f, 70.0f, 80.0f, |
| 141 | |
| 142 | 100.0f, 200.0f, 300.0f, 400.0f, |
| 143 | 500.0f, 600.0f, 700.0f, 800.0f }); |
| 144 | std::vector<int32_t> outputValues({ 0, 0, 0, 0, |
| 145 | 0, 0, 0, 0 }); |
| 146 | |
| 147 | return ArgMinMaxTestCommon<ArmnnType>(workloadFactory, memoryManager, |
| 148 | armnn::ArgMinMaxFunction::Min, |
| 149 | inputTensorInfo, outputTensorInfo, |
| 150 | inputValues, outputValues, 1); |
| 151 | } |
| 152 | |
| 153 | template<armnn::DataType ArmnnType, typename T> |
| 154 | LayerTestResult<int32_t, 3> ArgMaxChannelTest( |
| 155 | armnn::IWorkloadFactory& workloadFactory, |
| 156 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager) |
| 157 | { |
| 158 | const armnn::TensorShape inputShape{ 1, 3, 2, 4}; |
| 159 | const armnn::TensorShape outputShape{ 1, 2, 4 }; |
| 160 | |
| 161 | armnn::TensorInfo inputTensorInfo(inputShape, ArmnnType); |
| 162 | |
Francis Murtagh | 52ec346 | 2019-11-19 12:24:19 +0000 | [diff] [blame] | 163 | if (armnn::IsQuantizedType<T>()) |
James Conroy | d47a064 | 2019-09-17 14:22:06 +0100 | [diff] [blame] | 164 | { |
| 165 | inputTensorInfo.SetQuantizationScale(1.0f); |
| 166 | inputTensorInfo.SetQuantizationOffset(0); |
| 167 | } |
| 168 | |
| 169 | armnn::TensorInfo outputTensorInfo(outputShape, armnn::DataType::Signed32); |
| 170 | |
| 171 | std::vector<float> inputValues({ 1.0f, 2.0f, 3.0f, 4.0f, |
| 172 | 5.0f, 6.0f, 7.0f, 8.0f, |
Nikhil Raj | 68c2c90 | 2019-09-19 11:21:11 +0100 | [diff] [blame] | 173 | |
| 174 | 10.0f, 20.0f, 30.0f, 40.0f, |
| 175 | 50.0f, 60.0f, 70.0f, 80.0f, |
| 176 | |
James Conroy | d47a064 | 2019-09-17 14:22:06 +0100 | [diff] [blame] | 177 | 100.0f, 200.0f, 300.0f, 400.0f, |
| 178 | 500.0f, 600.0f, 700.0f, 800.0f }); |
Nikhil Raj | 68c2c90 | 2019-09-19 11:21:11 +0100 | [diff] [blame] | 179 | std::vector<int32_t> outputValues({ 2, 2, 2, 2, |
| 180 | 2, 2, 2, 2 }); |
| 181 | |
| 182 | return ArgMinMaxTestCommon<ArmnnType>(workloadFactory, memoryManager, |
| 183 | armnn::ArgMinMaxFunction::Max, |
| 184 | inputTensorInfo, outputTensorInfo, |
| 185 | inputValues, outputValues, 1); |
| 186 | } |
| 187 | |
James Conroy | d47a064 | 2019-09-17 14:22:06 +0100 | [diff] [blame] | 188 | template<armnn::DataType ArmnnType, typename T> |
| 189 | LayerTestResult<int32_t, 3> ArgMaxHeightTest( |
| 190 | armnn::IWorkloadFactory& workloadFactory, |
| 191 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager) |
| 192 | { |
| 193 | const armnn::TensorShape inputShape{ 1, 3, 2, 4}; |
James Conroy | c8724c7 | 2019-10-08 15:41:34 +0100 | [diff] [blame] | 194 | const armnn::TensorShape outputShape{ 1, 3, 4 }; |
James Conroy | d47a064 | 2019-09-17 14:22:06 +0100 | [diff] [blame] | 195 | |
| 196 | armnn::TensorInfo inputTensorInfo(inputShape, ArmnnType); |
| 197 | armnn::TensorInfo outputTensorInfo(outputShape, armnn::DataType::Signed32); |
| 198 | |
Francis Murtagh | 52ec346 | 2019-11-19 12:24:19 +0000 | [diff] [blame] | 199 | if (armnn::IsQuantizedType<T>()) |
| 200 | { |
| 201 | inputTensorInfo.SetQuantizationScale(1.0f); |
| 202 | inputTensorInfo.SetQuantizationOffset(0); |
| 203 | } |
| 204 | |
James Conroy | d47a064 | 2019-09-17 14:22:06 +0100 | [diff] [blame] | 205 | std::vector<float> inputValues({ 1.0f, 2.0f, 3.0f, 4.0f, |
| 206 | 5.0f, 6.0f, 7.0f, 8.0f, |
| 207 | |
| 208 | 10.0f, 20.0f, 30.0f, 40.0f, |
| 209 | 50.0f, 60.0f, 70.0f, 80.0f, |
| 210 | |
| 211 | 100.0f, 200.0f, 300.0f, 400.0f, |
| 212 | 500.0f, 600.0f, 700.0f, 800.0f }); |
| 213 | std::vector<int32_t> outputValues({ 1, 1, 1, 1, |
| 214 | 1, 1, 1, 1, |
| 215 | 1, 1, 1, 1 }); |
| 216 | |
| 217 | return ArgMinMaxTestCommon<ArmnnType>(workloadFactory, memoryManager, |
| 218 | armnn::ArgMinMaxFunction::Max, |
| 219 | inputTensorInfo, outputTensorInfo, |
| 220 | inputValues, outputValues, 2); |
| 221 | } |
| 222 | |
| 223 | template<armnn::DataType ArmnnType, typename T> |
| 224 | LayerTestResult<int32_t, 3> ArgMinWidthTest( |
| 225 | armnn::IWorkloadFactory& workloadFactory, |
| 226 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager) |
| 227 | { |
| 228 | const armnn::TensorShape inputShape{ 1, 3, 2, 4}; |
James Conroy | c8724c7 | 2019-10-08 15:41:34 +0100 | [diff] [blame] | 229 | const armnn::TensorShape outputShape{ 1, 3, 2 }; |
James Conroy | d47a064 | 2019-09-17 14:22:06 +0100 | [diff] [blame] | 230 | |
| 231 | armnn::TensorInfo inputTensorInfo(inputShape, ArmnnType); |
| 232 | armnn::TensorInfo outputTensorInfo(outputShape, armnn::DataType::Signed32); |
| 233 | |
Francis Murtagh | 52ec346 | 2019-11-19 12:24:19 +0000 | [diff] [blame] | 234 | if (armnn::IsQuantizedType<T>()) |
| 235 | { |
| 236 | inputTensorInfo.SetQuantizationScale(1.0f); |
| 237 | inputTensorInfo.SetQuantizationOffset(0); |
| 238 | } |
| 239 | |
James Conroy | d47a064 | 2019-09-17 14:22:06 +0100 | [diff] [blame] | 240 | std::vector<float> inputValues({ 1.0f, 2.0f, 3.0f, 4.0f, |
| 241 | 5.0f, 6.0f, 7.0f, 8.0f, |
| 242 | |
| 243 | 10.0f, 20.0f, 30.0f, 40.0f, |
| 244 | 50.0f, 60.0f, 70.0f, 80.0f, |
| 245 | |
| 246 | 100.0f, 200.0f, 300.0f, 400.0f, |
| 247 | 500.0f, 600.0f, 700.0f, 800.0f }); |
| 248 | std::vector<int32_t> outputValues({ 0, 0, |
| 249 | 0, 0, |
| 250 | 0, 0 }); |
| 251 | |
| 252 | return ArgMinMaxTestCommon<ArmnnType>(workloadFactory, memoryManager, |
| 253 | armnn::ArgMinMaxFunction::Min, |
| 254 | inputTensorInfo, outputTensorInfo, |
| 255 | inputValues, outputValues, 3); |
| 256 | } |
| 257 | |
Nikhil Raj | 68c2c90 | 2019-09-19 11:21:11 +0100 | [diff] [blame] | 258 | |
| 259 | // Explicit template specializations |
| 260 | |
| 261 | template LayerTestResult<int32_t, 3> |
| 262 | ArgMaxSimpleTest<armnn::DataType::Float32>( |
| 263 | armnn::IWorkloadFactory& workloadFactory, |
| 264 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 265 | |
| 266 | template LayerTestResult<int32_t, 3> |
Nikhil Raj | 68c2c90 | 2019-09-19 11:21:11 +0100 | [diff] [blame] | 267 | ArgMaxSimpleTest<armnn::DataType::QuantisedAsymm8>( |
| 268 | armnn::IWorkloadFactory& workloadFactory, |
| 269 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 270 | |
| 271 | template LayerTestResult<int32_t, 3> |
Nikhil Raj | 68c2c90 | 2019-09-19 11:21:11 +0100 | [diff] [blame] | 272 | ArgMaxSimpleTest<armnn::DataType::QuantisedSymm16>( |
| 273 | armnn::IWorkloadFactory& workloadFactory, |
| 274 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 275 | |
| 276 | template LayerTestResult<int32_t, 3> |
Francis Murtagh | 1939df5 | 2019-11-13 15:21:09 +0000 | [diff] [blame] | 277 | ArgMaxSimpleTest<armnn::DataType::Signed32>( |
| 278 | armnn::IWorkloadFactory& workloadFactory, |
| 279 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 280 | |
| 281 | template LayerTestResult<int32_t, 3> |
James Conroy | d47a064 | 2019-09-17 14:22:06 +0100 | [diff] [blame] | 282 | ArgMinSimpleTest<armnn::DataType::Float32>( |
| 283 | armnn::IWorkloadFactory& workloadFactory, |
| 284 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 285 | |
| 286 | template LayerTestResult<int32_t, 3> |
| 287 | ArgMinSimpleTest<armnn::DataType::QuantisedAsymm8>( |
| 288 | armnn::IWorkloadFactory& workloadFactory, |
| 289 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 290 | |
| 291 | template LayerTestResult<int32_t, 3> |
Nikhil Raj | 68c2c90 | 2019-09-19 11:21:11 +0100 | [diff] [blame] | 292 | ArgMinSimpleTest<armnn::DataType::QuantisedSymm16>( |
| 293 | armnn::IWorkloadFactory& workloadFactory, |
| 294 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 295 | |
| 296 | template LayerTestResult<int32_t, 3> |
Francis Murtagh | 1939df5 | 2019-11-13 15:21:09 +0000 | [diff] [blame] | 297 | ArgMinSimpleTest<armnn::DataType::Signed32>( |
| 298 | armnn::IWorkloadFactory& workloadFactory, |
| 299 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 300 | |
| 301 | template LayerTestResult<int32_t, 3> |
James Conroy | d47a064 | 2019-09-17 14:22:06 +0100 | [diff] [blame] | 302 | ArgMinChannelTest<armnn::DataType::Float32>( |
Nikhil Raj | 68c2c90 | 2019-09-19 11:21:11 +0100 | [diff] [blame] | 303 | armnn::IWorkloadFactory& workloadFactory, |
| 304 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 305 | |
| 306 | template LayerTestResult<int32_t, 3> |
James Conroy | d47a064 | 2019-09-17 14:22:06 +0100 | [diff] [blame] | 307 | ArgMinChannelTest<armnn::DataType::QuantisedAsymm8>( |
Nikhil Raj | 68c2c90 | 2019-09-19 11:21:11 +0100 | [diff] [blame] | 308 | armnn::IWorkloadFactory& workloadFactory, |
| 309 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 310 | |
| 311 | template LayerTestResult<int32_t, 3> |
James Conroy | d47a064 | 2019-09-17 14:22:06 +0100 | [diff] [blame] | 312 | ArgMinChannelTest<armnn::DataType::QuantisedSymm16>( |
Nikhil Raj | 68c2c90 | 2019-09-19 11:21:11 +0100 | [diff] [blame] | 313 | armnn::IWorkloadFactory& workloadFactory, |
| 314 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 315 | |
| 316 | template LayerTestResult<int32_t, 3> |
Francis Murtagh | 1939df5 | 2019-11-13 15:21:09 +0000 | [diff] [blame] | 317 | ArgMinChannelTest<armnn::DataType::Signed32>( |
| 318 | armnn::IWorkloadFactory& workloadFactory, |
| 319 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 320 | |
| 321 | template LayerTestResult<int32_t, 3> |
James Conroy | d47a064 | 2019-09-17 14:22:06 +0100 | [diff] [blame] | 322 | ArgMaxChannelTest<armnn::DataType::Float32>( |
Nikhil Raj | 68c2c90 | 2019-09-19 11:21:11 +0100 | [diff] [blame] | 323 | armnn::IWorkloadFactory& workloadFactory, |
| 324 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 325 | |
| 326 | template LayerTestResult<int32_t, 3> |
James Conroy | d47a064 | 2019-09-17 14:22:06 +0100 | [diff] [blame] | 327 | ArgMaxChannelTest<armnn::DataType::QuantisedAsymm8>( |
Nikhil Raj | 68c2c90 | 2019-09-19 11:21:11 +0100 | [diff] [blame] | 328 | armnn::IWorkloadFactory& workloadFactory, |
| 329 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 330 | |
| 331 | template LayerTestResult<int32_t, 3> |
James Conroy | d47a064 | 2019-09-17 14:22:06 +0100 | [diff] [blame] | 332 | ArgMaxChannelTest<armnn::DataType::QuantisedSymm16>( |
Nikhil Raj | 68c2c90 | 2019-09-19 11:21:11 +0100 | [diff] [blame] | 333 | armnn::IWorkloadFactory& workloadFactory, |
James Conroy | d47a064 | 2019-09-17 14:22:06 +0100 | [diff] [blame] | 334 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 335 | |
| 336 | template LayerTestResult<int32_t, 3> |
Francis Murtagh | 1939df5 | 2019-11-13 15:21:09 +0000 | [diff] [blame] | 337 | ArgMaxChannelTest<armnn::DataType::Signed32>( |
| 338 | armnn::IWorkloadFactory& workloadFactory, |
| 339 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 340 | |
| 341 | template LayerTestResult<int32_t, 3> |
James Conroy | d47a064 | 2019-09-17 14:22:06 +0100 | [diff] [blame] | 342 | ArgMaxHeightTest<armnn::DataType::Float32>( |
| 343 | armnn::IWorkloadFactory& workloadFactory, |
| 344 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 345 | |
| 346 | template LayerTestResult<int32_t, 3> |
Francis Murtagh | 1939df5 | 2019-11-13 15:21:09 +0000 | [diff] [blame] | 347 | ArgMaxHeightTest<armnn::DataType::Signed32>( |
| 348 | armnn::IWorkloadFactory& workloadFactory, |
| 349 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 350 | |
| 351 | template LayerTestResult<int32_t, 3> |
Francis Murtagh | 52ec346 | 2019-11-19 12:24:19 +0000 | [diff] [blame] | 352 | ArgMaxHeightTest<armnn::DataType::QuantisedAsymm8>( |
| 353 | armnn::IWorkloadFactory& workloadFactory, |
| 354 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 355 | |
| 356 | template LayerTestResult<int32_t, 3> |
James Conroy | d47a064 | 2019-09-17 14:22:06 +0100 | [diff] [blame] | 357 | ArgMinWidthTest<armnn::DataType::Float32>( |
| 358 | armnn::IWorkloadFactory& workloadFactory, |
| 359 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
Francis Murtagh | 1939df5 | 2019-11-13 15:21:09 +0000 | [diff] [blame] | 360 | |
| 361 | template LayerTestResult<int32_t, 3> |
| 362 | ArgMinWidthTest<armnn::DataType::Signed32>( |
| 363 | armnn::IWorkloadFactory& workloadFactory, |
| 364 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
Francis Murtagh | 52ec346 | 2019-11-19 12:24:19 +0000 | [diff] [blame] | 365 | |
| 366 | template LayerTestResult<int32_t, 3> |
| 367 | ArgMinWidthTest<armnn::DataType::QuantisedAsymm8>( |
| 368 | armnn::IWorkloadFactory& workloadFactory, |
| 369 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |