Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 1 | // |
Teresa Charlin | fbf0e5b | 2020-08-17 01:01:06 +0100 | [diff] [blame] | 2 | // Copyright © 2019 Arm Ltd and Contributors. All rights reserved. |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 3 | // SPDX-License-Identifier: MIT |
| 4 | // |
| 5 | |
| 6 | #include "ComparisonTestImpl.hpp" |
| 7 | |
Narumol Prangnawarat | ac2770a | 2020-04-01 16:51:23 +0100 | [diff] [blame] | 8 | #include <armnn/utility/Assert.hpp> |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 9 | #include <Half.hpp> |
Aron Virginas-Tar | 48623a0 | 2019-10-22 10:00:28 +0100 | [diff] [blame] | 10 | #include <QuantizeHelper.hpp> |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 11 | #include <ResolveType.hpp> |
| 12 | |
| 13 | #include <backendsCommon/Workload.hpp> |
| 14 | #include <backendsCommon/WorkloadData.hpp> |
| 15 | |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 16 | #include <backendsCommon/test/TensorCopyUtils.hpp> |
| 17 | #include <backendsCommon/test/WorkloadTestUtils.hpp> |
| 18 | |
| 19 | #include <test/TensorHelpers.hpp> |
| 20 | |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 21 | namespace |
| 22 | { |
| 23 | |
| 24 | template <std::size_t NumDims, |
| 25 | armnn::DataType ArmnnInType, |
| 26 | typename InType = armnn::ResolveType<ArmnnInType>> |
| 27 | LayerTestResult<uint8_t, NumDims> ComparisonTestImpl( |
| 28 | armnn::IWorkloadFactory & workloadFactory, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 29 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 30 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 31 | const armnn::ComparisonDescriptor& descriptor, |
| 32 | const armnn::TensorShape& shape0, |
| 33 | std::vector<InType> values0, |
| 34 | float quantScale0, |
| 35 | int quantOffset0, |
| 36 | const armnn::TensorShape& shape1, |
| 37 | std::vector<InType> values1, |
| 38 | float quantScale1, |
| 39 | int quantOffset1, |
| 40 | const armnn::TensorShape& outShape, |
| 41 | std::vector<uint8_t> outValues, |
| 42 | float outQuantScale, |
| 43 | int outQuantOffset) |
| 44 | { |
Jan Eilers | 8eb2560 | 2020-03-09 12:13:48 +0000 | [diff] [blame] | 45 | IgnoreUnused(memoryManager); |
Narumol Prangnawarat | ac2770a | 2020-04-01 16:51:23 +0100 | [diff] [blame] | 46 | ARMNN_ASSERT(shape0.GetNumDimensions() == NumDims); |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 47 | armnn::TensorInfo inputTensorInfo0(shape0, ArmnnInType, quantScale0, quantOffset0); |
| 48 | |
Narumol Prangnawarat | ac2770a | 2020-04-01 16:51:23 +0100 | [diff] [blame] | 49 | ARMNN_ASSERT(shape1.GetNumDimensions() == NumDims); |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 50 | armnn::TensorInfo inputTensorInfo1(shape1, ArmnnInType, quantScale1, quantOffset1); |
| 51 | |
Narumol Prangnawarat | ac2770a | 2020-04-01 16:51:23 +0100 | [diff] [blame] | 52 | ARMNN_ASSERT(outShape.GetNumDimensions() == NumDims); |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 53 | armnn::TensorInfo outputTensorInfo(outShape, armnn::DataType::Boolean, outQuantScale, outQuantOffset); |
| 54 | |
| 55 | auto input0 = MakeTensor<InType, NumDims>(inputTensorInfo0, values0); |
| 56 | auto input1 = MakeTensor<InType, NumDims>(inputTensorInfo1, values1); |
| 57 | |
| 58 | LayerTestResult<uint8_t, NumDims> ret(outputTensorInfo); |
| 59 | |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 60 | std::unique_ptr<armnn::ITensorHandle> inputHandle0 = tensorHandleFactory.CreateTensorHandle(inputTensorInfo0); |
| 61 | std::unique_ptr<armnn::ITensorHandle> inputHandle1 = tensorHandleFactory.CreateTensorHandle(inputTensorInfo1); |
| 62 | std::unique_ptr<armnn::ITensorHandle> outputHandle = tensorHandleFactory.CreateTensorHandle(outputTensorInfo); |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 63 | |
| 64 | armnn::ComparisonQueueDescriptor qDescriptor; |
| 65 | qDescriptor.m_Parameters = descriptor; |
| 66 | |
| 67 | armnn::WorkloadInfo info; |
| 68 | AddInputToWorkload(qDescriptor, info, inputTensorInfo0, inputHandle0.get()); |
| 69 | AddInputToWorkload(qDescriptor, info, inputTensorInfo1, inputHandle1.get()); |
| 70 | AddOutputToWorkload(qDescriptor, info, outputTensorInfo, outputHandle.get()); |
| 71 | |
| 72 | std::unique_ptr<armnn::IWorkload> workload = workloadFactory.CreateComparison(qDescriptor, info); |
| 73 | |
| 74 | inputHandle0->Allocate(); |
| 75 | inputHandle1->Allocate(); |
| 76 | outputHandle->Allocate(); |
| 77 | |
| 78 | CopyDataToITensorHandle(inputHandle0.get(), input0.origin()); |
| 79 | CopyDataToITensorHandle(inputHandle1.get(), input1.origin()); |
| 80 | |
| 81 | workload->PostAllocationConfigure(); |
| 82 | ExecuteWorkload(*workload, memoryManager); |
| 83 | |
| 84 | CopyDataFromITensorHandle(ret.output.origin(), outputHandle.get()); |
| 85 | |
| 86 | ret.outputExpected = MakeTensor<uint8_t, NumDims>(outputTensorInfo, outValues); |
| 87 | ret.compareBoolean = true; |
| 88 | |
| 89 | return ret; |
| 90 | } |
| 91 | |
| 92 | template <std::size_t NumDims, |
| 93 | armnn::DataType ArmnnInType, |
| 94 | typename InType = armnn::ResolveType<ArmnnInType>> |
| 95 | LayerTestResult<uint8_t, NumDims> ComparisonTestImpl( |
| 96 | armnn::IWorkloadFactory & workloadFactory, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 97 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 98 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 99 | const armnn::ComparisonDescriptor& descriptor, |
| 100 | const armnn::TensorShape& shape0, |
| 101 | std::vector<InType> values0, |
| 102 | const armnn::TensorShape& shape1, |
| 103 | std::vector<InType> values1, |
| 104 | const armnn::TensorShape outShape, |
| 105 | std::vector<uint8_t> outValues, |
| 106 | float quantScale = 1.f, |
| 107 | int quantOffset = 0) |
| 108 | { |
| 109 | return ComparisonTestImpl<NumDims, ArmnnInType>( |
| 110 | workloadFactory, |
| 111 | memoryManager, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 112 | tensorHandleFactory, |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 113 | descriptor, |
| 114 | shape0, |
| 115 | values0, |
| 116 | quantScale, |
| 117 | quantOffset, |
| 118 | shape1, |
| 119 | values1, |
| 120 | quantScale, |
| 121 | quantOffset, |
| 122 | outShape, |
| 123 | outValues, |
| 124 | quantScale, |
| 125 | quantOffset); |
| 126 | } |
| 127 | |
| 128 | template<typename TestData> |
| 129 | std::vector<uint8_t> GetExpectedOutputData(const TestData& testData, armnn::ComparisonOperation operation) |
| 130 | { |
| 131 | switch (operation) |
| 132 | { |
| 133 | case armnn::ComparisonOperation::Equal: |
| 134 | return testData.m_OutputEqual; |
| 135 | case armnn::ComparisonOperation::Greater: |
| 136 | return testData.m_OutputGreater; |
| 137 | case armnn::ComparisonOperation::GreaterOrEqual: |
| 138 | return testData.m_OutputGreaterOrEqual; |
| 139 | case armnn::ComparisonOperation::Less: |
| 140 | return testData.m_OutputLess; |
| 141 | case armnn::ComparisonOperation::LessOrEqual: |
| 142 | return testData.m_OutputLessOrEqual; |
| 143 | case armnn::ComparisonOperation::NotEqual: |
| 144 | default: |
| 145 | return testData.m_OutputNotEqual; |
| 146 | } |
| 147 | } |
| 148 | |
| 149 | template<armnn::DataType ArmnnInType, typename TestData> |
| 150 | LayerTestResult<uint8_t, 4> ComparisonTestImpl(armnn::IWorkloadFactory& workloadFactory, |
| 151 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 152 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 153 | const TestData& testData, |
| 154 | armnn::ComparisonOperation operation, |
| 155 | float quantScale = 1.f, |
| 156 | int quantOffset = 0) |
| 157 | { |
| 158 | using T = armnn::ResolveType<ArmnnInType>; |
| 159 | |
Aron Virginas-Tar | 48623a0 | 2019-10-22 10:00:28 +0100 | [diff] [blame] | 160 | std::vector<T> inputData0 = armnnUtils::QuantizedVector<T>(testData.m_InputData0, quantScale, quantOffset); |
| 161 | std::vector<T> inputData1 = armnnUtils::QuantizedVector<T>(testData.m_InputData1, quantScale, quantOffset); |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 162 | |
| 163 | return ComparisonTestImpl<4, ArmnnInType>( |
| 164 | workloadFactory, |
| 165 | memoryManager, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 166 | tensorHandleFactory, |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 167 | armnn::ComparisonDescriptor(operation), |
| 168 | testData.m_InputShape0, |
| 169 | inputData0, |
| 170 | testData.m_InputShape1, |
| 171 | inputData1, |
| 172 | testData.m_OutputShape, |
| 173 | GetExpectedOutputData(testData, operation), |
| 174 | quantScale, |
| 175 | quantOffset); |
| 176 | } |
| 177 | |
| 178 | class ComparisonTestData |
| 179 | { |
| 180 | public: |
| 181 | ComparisonTestData() = default; |
| 182 | virtual ~ComparisonTestData() = default; |
| 183 | |
| 184 | armnn::TensorShape m_InputShape0; |
| 185 | armnn::TensorShape m_InputShape1; |
| 186 | armnn::TensorShape m_OutputShape; |
| 187 | |
| 188 | std::vector<float> m_InputData0; |
| 189 | std::vector<float> m_InputData1; |
| 190 | |
| 191 | std::vector<uint8_t> m_OutputEqual; |
| 192 | std::vector<uint8_t> m_OutputGreater; |
| 193 | std::vector<uint8_t> m_OutputGreaterOrEqual; |
| 194 | std::vector<uint8_t> m_OutputLess; |
| 195 | std::vector<uint8_t> m_OutputLessOrEqual; |
| 196 | std::vector<uint8_t> m_OutputNotEqual; |
| 197 | }; |
| 198 | |
| 199 | class SimpleTestData : public ComparisonTestData |
| 200 | { |
| 201 | public: |
| 202 | SimpleTestData() : ComparisonTestData() |
| 203 | { |
| 204 | m_InputShape0 = { 2, 2, 2, 2 }; |
| 205 | |
| 206 | m_InputShape1 = m_InputShape0; |
| 207 | m_OutputShape = m_InputShape0; |
| 208 | |
| 209 | m_InputData0 = |
| 210 | { |
| 211 | 1.f, 1.f, 1.f, 1.f, 5.f, 5.f, 5.f, 5.f, |
| 212 | 3.f, 3.f, 3.f, 3.f, 4.f, 4.f, 4.f, 4.f |
| 213 | }; |
| 214 | |
| 215 | m_InputData1 = |
| 216 | { |
| 217 | 1.f, 1.f, 1.f, 1.f, 3.f, 3.f, 3.f, 3.f, |
| 218 | 5.f, 5.f, 5.f, 5.f, 4.f, 4.f, 4.f, 4.f |
| 219 | }; |
| 220 | |
| 221 | m_OutputEqual = |
| 222 | { |
| 223 | 1, 1, 1, 1, 0, 0, 0, 0, |
| 224 | 0, 0, 0, 0, 1, 1, 1, 1 |
| 225 | }; |
| 226 | |
| 227 | m_OutputGreater = |
| 228 | { |
| 229 | 0, 0, 0, 0, 1, 1, 1, 1, |
| 230 | 0, 0, 0, 0, 0, 0, 0, 0 |
| 231 | }; |
| 232 | |
| 233 | m_OutputGreaterOrEqual = |
| 234 | { |
| 235 | 1, 1, 1, 1, 1, 1, 1, 1, |
| 236 | 0, 0, 0, 0, 1, 1, 1, 1 |
| 237 | }; |
| 238 | |
| 239 | m_OutputLess = |
| 240 | { |
| 241 | 0, 0, 0, 0, 0, 0, 0, 0, |
| 242 | 1, 1, 1, 1, 0, 0, 0, 0 |
| 243 | }; |
| 244 | |
| 245 | m_OutputLessOrEqual = |
| 246 | { |
| 247 | 1, 1, 1, 1, 0, 0, 0, 0, |
| 248 | 1, 1, 1, 1, 1, 1, 1, 1 |
| 249 | }; |
| 250 | |
| 251 | m_OutputNotEqual = |
| 252 | { |
| 253 | 0, 0, 0, 0, 1, 1, 1, 1, |
| 254 | 1, 1, 1, 1, 0, 0, 0, 0 |
| 255 | }; |
| 256 | } |
| 257 | }; |
| 258 | |
| 259 | class Broadcast1ElementTestData : public ComparisonTestData |
| 260 | { |
| 261 | public: |
| 262 | Broadcast1ElementTestData() : ComparisonTestData() |
| 263 | { |
| 264 | m_InputShape0 = { 1, 2, 2, 2 }; |
| 265 | m_InputShape1 = { 1, 1, 1, 1 }; |
| 266 | |
| 267 | m_OutputShape = m_InputShape0; |
| 268 | |
| 269 | m_InputData0 = { 1.f, 2.f, 3.f, 4.f, 5.f, 6.f, 7.f, 8.f }; |
| 270 | m_InputData1 = { 3.f }; |
| 271 | |
| 272 | m_OutputEqual = { 0, 0, 1, 0, 0, 0, 0, 0 }; |
| 273 | m_OutputGreater = { 0, 0, 0, 1, 1, 1, 1, 1 }; |
| 274 | m_OutputGreaterOrEqual = { 0, 0, 1, 1, 1, 1, 1, 1 }; |
| 275 | m_OutputLess = { 1, 1, 0, 0, 0, 0, 0, 0 }; |
| 276 | m_OutputLessOrEqual = { 1, 1, 1, 0, 0, 0, 0, 0 }; |
| 277 | m_OutputNotEqual = { 1, 1, 0, 1, 1, 1, 1, 1 }; |
| 278 | } |
| 279 | }; |
| 280 | |
| 281 | class Broadcast1dVectorTestData : public ComparisonTestData |
| 282 | { |
| 283 | public: |
| 284 | Broadcast1dVectorTestData() : ComparisonTestData() |
| 285 | { |
| 286 | m_InputShape0 = { 1, 2, 2, 3 }; |
| 287 | m_InputShape1 = { 1, 1, 1, 3 }; |
| 288 | |
| 289 | m_OutputShape = m_InputShape0; |
| 290 | |
| 291 | m_InputData0 = |
| 292 | { |
| 293 | 1.f, 2.f, 3.f, 4.f, 5.f, 6.f, |
| 294 | 7.f, 8.f, 9.f, 10.f, 11.f, 12.f |
| 295 | }; |
| 296 | |
| 297 | m_InputData1 = { 4.f, 5.f, 6.f }; |
| 298 | |
| 299 | m_OutputEqual = |
| 300 | { |
| 301 | 0, 0, 0, 1, 1, 1, |
| 302 | 0, 0, 0, 0, 0, 0 |
| 303 | }; |
| 304 | |
| 305 | m_OutputGreater = |
| 306 | { |
| 307 | 0, 0, 0, 0, 0, 0, |
| 308 | 1, 1, 1, 1, 1, 1 |
| 309 | }; |
| 310 | |
| 311 | m_OutputGreaterOrEqual = |
| 312 | { |
| 313 | 0, 0, 0, 1, 1, 1, |
| 314 | 1, 1, 1, 1, 1, 1 |
| 315 | }; |
| 316 | |
| 317 | m_OutputLess = |
| 318 | { |
| 319 | 1, 1, 1, 0, 0, 0, |
| 320 | 0, 0, 0, 0, 0, 0 |
| 321 | }; |
| 322 | |
| 323 | m_OutputLessOrEqual = |
| 324 | { |
| 325 | 1, 1, 1, 1, 1, 1, |
| 326 | 0, 0, 0, 0, 0, 0 |
| 327 | }; |
| 328 | |
| 329 | m_OutputNotEqual = |
| 330 | { |
| 331 | 1, 1, 1, 0, 0, 0, |
| 332 | 1, 1, 1, 1, 1, 1 |
| 333 | }; |
| 334 | } |
| 335 | }; |
| 336 | |
| 337 | static SimpleTestData s_SimpleTestData; |
| 338 | static Broadcast1ElementTestData s_Broadcast1ElementTestData; |
| 339 | static Broadcast1dVectorTestData s_Broadcast1dVectorTestData; |
| 340 | |
| 341 | } // anonymous namespace |
| 342 | |
| 343 | // Equal |
| 344 | LayerTestResult<uint8_t, 4> EqualSimpleTest(armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 345 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 346 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 347 | { |
| 348 | return ComparisonTestImpl<armnn::DataType::Float32>( |
| 349 | workloadFactory, |
| 350 | memoryManager, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 351 | tensorHandleFactory, |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 352 | s_SimpleTestData, |
| 353 | armnn::ComparisonOperation::Equal); |
| 354 | } |
| 355 | |
| 356 | LayerTestResult<uint8_t, 4> EqualBroadcast1ElementTest( |
| 357 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 358 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 359 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 360 | { |
| 361 | return ComparisonTestImpl<armnn::DataType::Float32>( |
| 362 | workloadFactory, |
| 363 | memoryManager, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 364 | tensorHandleFactory, |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 365 | s_Broadcast1ElementTestData, |
| 366 | armnn::ComparisonOperation::Equal); |
| 367 | } |
| 368 | |
| 369 | LayerTestResult<uint8_t, 4> EqualBroadcast1dVectorTest( |
| 370 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 371 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 372 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 373 | { |
| 374 | return ComparisonTestImpl<armnn::DataType::Float32>( |
| 375 | workloadFactory, |
| 376 | memoryManager, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 377 | tensorHandleFactory, |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 378 | s_Broadcast1dVectorTestData, |
| 379 | armnn::ComparisonOperation::Equal); |
| 380 | } |
| 381 | |
| 382 | LayerTestResult<uint8_t, 4> EqualSimpleFloat16Test( |
| 383 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 384 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 385 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 386 | { |
| 387 | return ComparisonTestImpl<armnn::DataType::Float16>( |
| 388 | workloadFactory, |
| 389 | memoryManager, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 390 | tensorHandleFactory, |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 391 | s_SimpleTestData, |
| 392 | armnn::ComparisonOperation::Equal); |
| 393 | } |
| 394 | |
| 395 | LayerTestResult<uint8_t, 4> EqualBroadcast1ElementFloat16Test( |
| 396 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 397 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 398 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 399 | { |
| 400 | return ComparisonTestImpl<armnn::DataType::Float16>( |
| 401 | workloadFactory, |
| 402 | memoryManager, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 403 | tensorHandleFactory, |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 404 | s_Broadcast1ElementTestData, |
| 405 | armnn::ComparisonOperation::Equal); |
| 406 | } |
| 407 | |
| 408 | LayerTestResult<uint8_t, 4> EqualBroadcast1dVectorFloat16Test( |
| 409 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 410 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 411 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 412 | { |
| 413 | return ComparisonTestImpl<armnn::DataType::Float16>( |
| 414 | workloadFactory, |
| 415 | memoryManager, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 416 | tensorHandleFactory, |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 417 | s_Broadcast1dVectorTestData, |
| 418 | armnn::ComparisonOperation::Equal); |
| 419 | } |
| 420 | |
| 421 | LayerTestResult<uint8_t, 4> EqualSimpleUint8Test( |
| 422 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 423 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 424 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 425 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 426 | return ComparisonTestImpl<armnn::DataType::QAsymmU8>( |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 427 | workloadFactory, |
| 428 | memoryManager, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 429 | tensorHandleFactory, |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 430 | s_SimpleTestData, |
| 431 | armnn::ComparisonOperation::Equal); |
| 432 | } |
| 433 | |
| 434 | LayerTestResult<uint8_t, 4> EqualBroadcast1ElementUint8Test( |
| 435 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 436 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 437 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 438 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 439 | return ComparisonTestImpl<armnn::DataType::QAsymmU8>( |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 440 | workloadFactory, |
| 441 | memoryManager, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 442 | tensorHandleFactory, |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 443 | s_Broadcast1ElementTestData, |
| 444 | armnn::ComparisonOperation::Equal); |
| 445 | } |
| 446 | |
| 447 | LayerTestResult<uint8_t, 4> EqualBroadcast1dVectorUint8Test( |
| 448 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 449 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 450 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 451 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 452 | return ComparisonTestImpl<armnn::DataType::QAsymmU8>( |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 453 | workloadFactory, |
| 454 | memoryManager, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 455 | tensorHandleFactory, |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 456 | s_Broadcast1dVectorTestData, |
| 457 | armnn::ComparisonOperation::Equal); |
| 458 | } |
| 459 | |
| 460 | // Greater |
| 461 | LayerTestResult<uint8_t, 4> GreaterSimpleTest(armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 462 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 463 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 464 | { |
| 465 | return ComparisonTestImpl<armnn::DataType::Float32>( |
| 466 | workloadFactory, |
| 467 | memoryManager, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 468 | tensorHandleFactory, |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 469 | s_SimpleTestData, |
| 470 | armnn::ComparisonOperation::Greater); |
| 471 | } |
| 472 | |
| 473 | LayerTestResult<uint8_t, 4> GreaterBroadcast1ElementTest( |
| 474 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 475 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 476 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 477 | { |
| 478 | return ComparisonTestImpl<armnn::DataType::Float32>( |
| 479 | workloadFactory, |
| 480 | memoryManager, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 481 | tensorHandleFactory, |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 482 | s_Broadcast1ElementTestData, |
| 483 | armnn::ComparisonOperation::Greater); |
| 484 | } |
| 485 | |
| 486 | LayerTestResult<uint8_t, 4> GreaterBroadcast1dVectorTest( |
| 487 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 488 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 489 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 490 | { |
| 491 | return ComparisonTestImpl<armnn::DataType::Float32>( |
| 492 | workloadFactory, |
| 493 | memoryManager, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 494 | tensorHandleFactory, |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 495 | s_Broadcast1dVectorTestData, |
| 496 | armnn::ComparisonOperation::Greater); |
| 497 | } |
| 498 | |
| 499 | LayerTestResult<uint8_t, 4> GreaterSimpleFloat16Test( |
| 500 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 501 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 502 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 503 | { |
| 504 | return ComparisonTestImpl<armnn::DataType::Float16>( |
| 505 | workloadFactory, |
| 506 | memoryManager, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 507 | tensorHandleFactory, |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 508 | s_SimpleTestData, |
| 509 | armnn::ComparisonOperation::Greater); |
| 510 | } |
| 511 | |
| 512 | LayerTestResult<uint8_t, 4> GreaterBroadcast1ElementFloat16Test( |
| 513 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 514 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 515 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 516 | { |
| 517 | return ComparisonTestImpl<armnn::DataType::Float16>( |
| 518 | workloadFactory, |
| 519 | memoryManager, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 520 | tensorHandleFactory, |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 521 | s_Broadcast1ElementTestData, |
| 522 | armnn::ComparisonOperation::Greater); |
| 523 | } |
| 524 | |
| 525 | LayerTestResult<uint8_t, 4> GreaterBroadcast1dVectorFloat16Test( |
| 526 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 527 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 528 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 529 | { |
| 530 | return ComparisonTestImpl<armnn::DataType::Float16>( |
| 531 | workloadFactory, |
| 532 | memoryManager, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 533 | tensorHandleFactory, |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 534 | s_Broadcast1dVectorTestData, |
| 535 | armnn::ComparisonOperation::Greater); |
| 536 | } |
| 537 | |
| 538 | LayerTestResult<uint8_t, 4> GreaterSimpleUint8Test( |
| 539 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 540 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 541 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 542 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 543 | return ComparisonTestImpl<armnn::DataType::QAsymmU8>( |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 544 | workloadFactory, |
| 545 | memoryManager, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 546 | tensorHandleFactory, |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 547 | s_SimpleTestData, |
| 548 | armnn::ComparisonOperation::Greater); |
| 549 | } |
| 550 | |
| 551 | LayerTestResult<uint8_t, 4> GreaterBroadcast1ElementUint8Test( |
| 552 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 553 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 554 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 555 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 556 | return ComparisonTestImpl<armnn::DataType::QAsymmU8>( |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 557 | workloadFactory, |
| 558 | memoryManager, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 559 | tensorHandleFactory, |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 560 | s_Broadcast1ElementTestData, |
| 561 | armnn::ComparisonOperation::Greater); |
| 562 | } |
| 563 | |
| 564 | LayerTestResult<uint8_t, 4> GreaterBroadcast1dVectorUint8Test( |
| 565 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 566 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 567 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 568 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 569 | return ComparisonTestImpl<armnn::DataType::QAsymmU8>( |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 570 | workloadFactory, |
| 571 | memoryManager, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 572 | tensorHandleFactory, |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 573 | s_Broadcast1dVectorTestData, |
| 574 | armnn::ComparisonOperation::Greater); |
| 575 | } |
| 576 | |
| 577 | // GreaterOrEqual |
| 578 | LayerTestResult<uint8_t, 4> GreaterOrEqualSimpleTest( |
| 579 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 580 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 581 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 582 | { |
| 583 | return ComparisonTestImpl<armnn::DataType::Float32>( |
| 584 | workloadFactory, |
| 585 | memoryManager, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 586 | tensorHandleFactory, |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 587 | s_SimpleTestData, |
| 588 | armnn::ComparisonOperation::GreaterOrEqual); |
| 589 | } |
| 590 | |
| 591 | LayerTestResult<uint8_t, 4> GreaterOrEqualBroadcast1ElementTest( |
| 592 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 593 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 594 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 595 | { |
| 596 | return ComparisonTestImpl<armnn::DataType::Float32>( |
| 597 | workloadFactory, |
| 598 | memoryManager, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 599 | tensorHandleFactory, |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 600 | s_Broadcast1ElementTestData, |
| 601 | armnn::ComparisonOperation::GreaterOrEqual); |
| 602 | } |
| 603 | |
| 604 | LayerTestResult<uint8_t, 4> GreaterOrEqualBroadcast1dVectorTest( |
| 605 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 606 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 607 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 608 | { |
| 609 | return ComparisonTestImpl<armnn::DataType::Float32>( |
| 610 | workloadFactory, |
| 611 | memoryManager, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 612 | tensorHandleFactory, |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 613 | s_Broadcast1dVectorTestData, |
| 614 | armnn::ComparisonOperation::GreaterOrEqual); |
| 615 | } |
| 616 | |
| 617 | LayerTestResult<uint8_t, 4> GreaterOrEqualSimpleFloat16Test( |
| 618 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 619 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 620 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 621 | { |
| 622 | return ComparisonTestImpl<armnn::DataType::Float16>( |
| 623 | workloadFactory, |
| 624 | memoryManager, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 625 | tensorHandleFactory, |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 626 | s_SimpleTestData, |
| 627 | armnn::ComparisonOperation::GreaterOrEqual); |
| 628 | } |
| 629 | |
| 630 | LayerTestResult<uint8_t, 4> GreaterOrEqualBroadcast1ElementFloat16Test( |
| 631 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 632 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 633 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 634 | { |
| 635 | return ComparisonTestImpl<armnn::DataType::Float16>( |
| 636 | workloadFactory, |
| 637 | memoryManager, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 638 | tensorHandleFactory, |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 639 | s_Broadcast1ElementTestData, |
| 640 | armnn::ComparisonOperation::GreaterOrEqual); |
| 641 | } |
| 642 | |
| 643 | LayerTestResult<uint8_t, 4> GreaterOrEqualBroadcast1dVectorFloat16Test( |
| 644 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 645 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 646 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 647 | { |
| 648 | return ComparisonTestImpl<armnn::DataType::Float16>( |
| 649 | workloadFactory, |
| 650 | memoryManager, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 651 | tensorHandleFactory, |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 652 | s_Broadcast1dVectorTestData, |
| 653 | armnn::ComparisonOperation::GreaterOrEqual); |
| 654 | } |
| 655 | |
| 656 | LayerTestResult<uint8_t, 4> GreaterOrEqualSimpleUint8Test( |
| 657 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 658 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 659 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 660 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 661 | return ComparisonTestImpl<armnn::DataType::QAsymmU8>( |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 662 | workloadFactory, |
| 663 | memoryManager, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 664 | tensorHandleFactory, |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 665 | s_SimpleTestData, |
| 666 | armnn::ComparisonOperation::GreaterOrEqual); |
| 667 | } |
| 668 | |
| 669 | LayerTestResult<uint8_t, 4> GreaterOrEqualBroadcast1ElementUint8Test( |
| 670 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 671 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 672 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 673 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 674 | return ComparisonTestImpl<armnn::DataType::QAsymmU8>( |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 675 | workloadFactory, |
| 676 | memoryManager, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 677 | tensorHandleFactory, |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 678 | s_Broadcast1ElementTestData, |
| 679 | armnn::ComparisonOperation::GreaterOrEqual); |
| 680 | } |
| 681 | |
| 682 | LayerTestResult<uint8_t, 4> GreaterOrEqualBroadcast1dVectorUint8Test( |
| 683 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 684 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 685 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 686 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 687 | return ComparisonTestImpl<armnn::DataType::QAsymmU8>( |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 688 | workloadFactory, |
| 689 | memoryManager, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 690 | tensorHandleFactory, |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 691 | s_Broadcast1dVectorTestData, |
| 692 | armnn::ComparisonOperation::GreaterOrEqual); |
| 693 | } |
| 694 | |
| 695 | // Less |
| 696 | LayerTestResult<uint8_t, 4> LessSimpleTest(armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 697 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 698 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 699 | { |
| 700 | return ComparisonTestImpl<armnn::DataType::Float32>( |
| 701 | workloadFactory, |
| 702 | memoryManager, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 703 | tensorHandleFactory, |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 704 | s_SimpleTestData, |
| 705 | armnn::ComparisonOperation::Less); |
| 706 | } |
| 707 | |
| 708 | LayerTestResult<uint8_t, 4> LessBroadcast1ElementTest( |
| 709 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 710 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 711 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 712 | { |
| 713 | return ComparisonTestImpl<armnn::DataType::Float32>( |
| 714 | workloadFactory, |
| 715 | memoryManager, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 716 | tensorHandleFactory, |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 717 | s_Broadcast1ElementTestData, |
| 718 | armnn::ComparisonOperation::Less); |
| 719 | } |
| 720 | |
| 721 | LayerTestResult<uint8_t, 4> LessBroadcast1dVectorTest( |
| 722 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 723 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 724 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 725 | { |
| 726 | return ComparisonTestImpl<armnn::DataType::Float32>( |
| 727 | workloadFactory, |
| 728 | memoryManager, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 729 | tensorHandleFactory, |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 730 | s_Broadcast1dVectorTestData, |
| 731 | armnn::ComparisonOperation::Less); |
| 732 | } |
| 733 | |
| 734 | LayerTestResult<uint8_t, 4> LessSimpleFloat16Test( |
| 735 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 736 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 737 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 738 | { |
| 739 | return ComparisonTestImpl<armnn::DataType::Float16>( |
| 740 | workloadFactory, |
| 741 | memoryManager, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 742 | tensorHandleFactory, |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 743 | s_SimpleTestData, |
| 744 | armnn::ComparisonOperation::Less); |
| 745 | } |
| 746 | |
| 747 | LayerTestResult<uint8_t, 4> LessBroadcast1ElementFloat16Test( |
| 748 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 749 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 750 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 751 | { |
| 752 | return ComparisonTestImpl<armnn::DataType::Float16>( |
| 753 | workloadFactory, |
| 754 | memoryManager, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 755 | tensorHandleFactory, |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 756 | s_Broadcast1ElementTestData, |
| 757 | armnn::ComparisonOperation::Less); |
| 758 | } |
| 759 | |
| 760 | LayerTestResult<uint8_t, 4> LessBroadcast1dVectorFloat16Test( |
| 761 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 762 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 763 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 764 | { |
| 765 | return ComparisonTestImpl<armnn::DataType::Float16>( |
| 766 | workloadFactory, |
| 767 | memoryManager, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 768 | tensorHandleFactory, |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 769 | s_Broadcast1dVectorTestData, |
| 770 | armnn::ComparisonOperation::Less); |
| 771 | } |
| 772 | |
| 773 | LayerTestResult<uint8_t, 4> LessSimpleUint8Test( |
| 774 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 775 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 776 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 777 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 778 | return ComparisonTestImpl<armnn::DataType::QAsymmU8>( |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 779 | workloadFactory, |
| 780 | memoryManager, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 781 | tensorHandleFactory, |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 782 | s_SimpleTestData, |
| 783 | armnn::ComparisonOperation::Less); |
| 784 | } |
| 785 | |
| 786 | LayerTestResult<uint8_t, 4> LessBroadcast1ElementUint8Test( |
| 787 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 788 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 789 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 790 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 791 | return ComparisonTestImpl<armnn::DataType::QAsymmU8>( |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 792 | workloadFactory, |
| 793 | memoryManager, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 794 | tensorHandleFactory, |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 795 | s_Broadcast1ElementTestData, |
| 796 | armnn::ComparisonOperation::Less); |
| 797 | } |
| 798 | |
| 799 | LayerTestResult<uint8_t, 4> LessBroadcast1dVectorUint8Test( |
| 800 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 801 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 802 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 803 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 804 | return ComparisonTestImpl<armnn::DataType::QAsymmU8>( |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 805 | workloadFactory, |
| 806 | memoryManager, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 807 | tensorHandleFactory, |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 808 | s_Broadcast1dVectorTestData, |
| 809 | armnn::ComparisonOperation::Less); |
| 810 | } |
| 811 | |
| 812 | // LessOrEqual |
| 813 | LayerTestResult<uint8_t, 4> LessOrEqualSimpleTest( |
| 814 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 815 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 816 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 817 | { |
| 818 | return ComparisonTestImpl<armnn::DataType::Float32>( |
| 819 | workloadFactory, |
| 820 | memoryManager, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 821 | tensorHandleFactory, |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 822 | s_SimpleTestData, |
| 823 | armnn::ComparisonOperation::LessOrEqual); |
| 824 | } |
| 825 | |
| 826 | LayerTestResult<uint8_t, 4> LessOrEqualBroadcast1ElementTest( |
| 827 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 828 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 829 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 830 | { |
| 831 | return ComparisonTestImpl<armnn::DataType::Float32>( |
| 832 | workloadFactory, |
| 833 | memoryManager, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 834 | tensorHandleFactory, |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 835 | s_Broadcast1ElementTestData, |
| 836 | armnn::ComparisonOperation::LessOrEqual); |
| 837 | } |
| 838 | |
| 839 | LayerTestResult<uint8_t, 4> LessOrEqualBroadcast1dVectorTest( |
| 840 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 841 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 842 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 843 | { |
| 844 | return ComparisonTestImpl<armnn::DataType::Float32>( |
| 845 | workloadFactory, |
| 846 | memoryManager, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 847 | tensorHandleFactory, |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 848 | s_Broadcast1dVectorTestData, |
| 849 | armnn::ComparisonOperation::LessOrEqual); |
| 850 | } |
| 851 | |
| 852 | LayerTestResult<uint8_t, 4> LessOrEqualSimpleFloat16Test( |
| 853 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 854 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 855 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 856 | { |
| 857 | return ComparisonTestImpl<armnn::DataType::Float16>( |
| 858 | workloadFactory, |
| 859 | memoryManager, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 860 | tensorHandleFactory, |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 861 | s_SimpleTestData, |
| 862 | armnn::ComparisonOperation::LessOrEqual); |
| 863 | } |
| 864 | |
| 865 | LayerTestResult<uint8_t, 4> LessOrEqualBroadcast1ElementFloat16Test( |
| 866 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 867 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 868 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 869 | { |
| 870 | return ComparisonTestImpl<armnn::DataType::Float16>( |
| 871 | workloadFactory, |
| 872 | memoryManager, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 873 | tensorHandleFactory, |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 874 | s_Broadcast1ElementTestData, |
| 875 | armnn::ComparisonOperation::LessOrEqual); |
| 876 | } |
| 877 | |
| 878 | LayerTestResult<uint8_t, 4> LessOrEqualBroadcast1dVectorFloat16Test( |
| 879 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 880 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 881 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 882 | { |
| 883 | return ComparisonTestImpl<armnn::DataType::Float16>( |
| 884 | workloadFactory, |
| 885 | memoryManager, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 886 | tensorHandleFactory, |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 887 | s_Broadcast1dVectorTestData, |
| 888 | armnn::ComparisonOperation::LessOrEqual); |
| 889 | } |
| 890 | |
| 891 | LayerTestResult<uint8_t, 4> LessOrEqualSimpleUint8Test( |
| 892 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 893 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 894 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 895 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 896 | return ComparisonTestImpl<armnn::DataType::QAsymmU8>( |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 897 | workloadFactory, |
| 898 | memoryManager, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 899 | tensorHandleFactory, |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 900 | s_SimpleTestData, |
| 901 | armnn::ComparisonOperation::LessOrEqual); |
| 902 | } |
| 903 | |
| 904 | LayerTestResult<uint8_t, 4> LessOrEqualBroadcast1ElementUint8Test( |
| 905 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 906 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 907 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 908 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 909 | return ComparisonTestImpl<armnn::DataType::QAsymmU8>( |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 910 | workloadFactory, |
| 911 | memoryManager, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 912 | tensorHandleFactory, |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 913 | s_Broadcast1ElementTestData, |
| 914 | armnn::ComparisonOperation::LessOrEqual); |
| 915 | } |
| 916 | |
| 917 | LayerTestResult<uint8_t, 4> LessOrEqualBroadcast1dVectorUint8Test( |
| 918 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 919 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 920 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 921 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 922 | return ComparisonTestImpl<armnn::DataType::QAsymmU8>( |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 923 | workloadFactory, |
| 924 | memoryManager, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 925 | tensorHandleFactory, |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 926 | s_Broadcast1dVectorTestData, |
| 927 | armnn::ComparisonOperation::LessOrEqual); |
| 928 | } |
| 929 | |
| 930 | // NotEqual |
| 931 | LayerTestResult<uint8_t, 4> NotEqualSimpleTest( |
| 932 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 933 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 934 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 935 | { |
| 936 | return ComparisonTestImpl<armnn::DataType::Float32>( |
| 937 | workloadFactory, |
| 938 | memoryManager, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 939 | tensorHandleFactory, |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 940 | s_SimpleTestData, |
| 941 | armnn::ComparisonOperation::NotEqual); |
| 942 | } |
| 943 | |
| 944 | LayerTestResult<uint8_t, 4> NotEqualBroadcast1ElementTest( |
| 945 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 946 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 947 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 948 | { |
| 949 | return ComparisonTestImpl<armnn::DataType::Float32>( |
| 950 | workloadFactory, |
| 951 | memoryManager, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 952 | tensorHandleFactory, |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 953 | s_Broadcast1ElementTestData, |
| 954 | armnn::ComparisonOperation::NotEqual); |
| 955 | } |
| 956 | |
| 957 | LayerTestResult<uint8_t, 4> NotEqualBroadcast1dVectorTest( |
| 958 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 959 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 960 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 961 | { |
| 962 | return ComparisonTestImpl<armnn::DataType::Float32>( |
| 963 | workloadFactory, |
| 964 | memoryManager, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 965 | tensorHandleFactory, |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 966 | s_Broadcast1dVectorTestData, |
| 967 | armnn::ComparisonOperation::NotEqual); |
| 968 | } |
| 969 | |
| 970 | LayerTestResult<uint8_t, 4> NotEqualSimpleFloat16Test( |
| 971 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 972 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 973 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 974 | { |
| 975 | return ComparisonTestImpl<armnn::DataType::Float16>( |
| 976 | workloadFactory, |
| 977 | memoryManager, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 978 | tensorHandleFactory, |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 979 | s_SimpleTestData, |
| 980 | armnn::ComparisonOperation::NotEqual); |
| 981 | } |
| 982 | |
| 983 | LayerTestResult<uint8_t, 4> NotEqualBroadcast1ElementFloat16Test( |
| 984 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 985 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 986 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 987 | { |
| 988 | return ComparisonTestImpl<armnn::DataType::Float16>( |
| 989 | workloadFactory, |
| 990 | memoryManager, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 991 | tensorHandleFactory, |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 992 | s_Broadcast1ElementTestData, |
| 993 | armnn::ComparisonOperation::NotEqual); |
| 994 | } |
| 995 | |
| 996 | LayerTestResult<uint8_t, 4> NotEqualBroadcast1dVectorFloat16Test( |
| 997 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 998 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 999 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 1000 | { |
| 1001 | return ComparisonTestImpl<armnn::DataType::Float16>( |
| 1002 | workloadFactory, |
| 1003 | memoryManager, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 1004 | tensorHandleFactory, |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 1005 | s_Broadcast1dVectorTestData, |
| 1006 | armnn::ComparisonOperation::NotEqual); |
| 1007 | } |
| 1008 | |
| 1009 | LayerTestResult<uint8_t, 4> NotEqualSimpleUint8Test( |
| 1010 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 1011 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 1012 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 1013 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1014 | return ComparisonTestImpl<armnn::DataType::QAsymmU8>( |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 1015 | workloadFactory, |
| 1016 | memoryManager, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 1017 | tensorHandleFactory, |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 1018 | s_SimpleTestData, |
| 1019 | armnn::ComparisonOperation::NotEqual); |
| 1020 | } |
| 1021 | |
| 1022 | LayerTestResult<uint8_t, 4> NotEqualBroadcast1ElementUint8Test( |
| 1023 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 1024 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 1025 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 1026 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1027 | return ComparisonTestImpl<armnn::DataType::QAsymmU8>( |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 1028 | workloadFactory, |
| 1029 | memoryManager, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 1030 | tensorHandleFactory, |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 1031 | s_Broadcast1ElementTestData, |
| 1032 | armnn::ComparisonOperation::NotEqual); |
| 1033 | } |
| 1034 | |
| 1035 | LayerTestResult<uint8_t, 4> NotEqualBroadcast1dVectorUint8Test( |
| 1036 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 1037 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 1038 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 1039 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1040 | return ComparisonTestImpl<armnn::DataType::QAsymmU8>( |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 1041 | workloadFactory, |
| 1042 | memoryManager, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 1043 | tensorHandleFactory, |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 1044 | s_Broadcast1dVectorTestData, |
| 1045 | armnn::ComparisonOperation::NotEqual); |
| 1046 | } |