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 | |
Sadik Armagan | 483c811 | 2021-06-01 09:24:52 +0100 | [diff] [blame] | 55 | std::vector<uint8_t> actualOutput(outputTensorInfo.GetNumElements()); |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 56 | |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 57 | std::unique_ptr<armnn::ITensorHandle> inputHandle0 = tensorHandleFactory.CreateTensorHandle(inputTensorInfo0); |
| 58 | std::unique_ptr<armnn::ITensorHandle> inputHandle1 = tensorHandleFactory.CreateTensorHandle(inputTensorInfo1); |
| 59 | std::unique_ptr<armnn::ITensorHandle> outputHandle = tensorHandleFactory.CreateTensorHandle(outputTensorInfo); |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 60 | |
| 61 | armnn::ComparisonQueueDescriptor qDescriptor; |
| 62 | qDescriptor.m_Parameters = descriptor; |
| 63 | |
| 64 | armnn::WorkloadInfo info; |
| 65 | AddInputToWorkload(qDescriptor, info, inputTensorInfo0, inputHandle0.get()); |
| 66 | AddInputToWorkload(qDescriptor, info, inputTensorInfo1, inputHandle1.get()); |
| 67 | AddOutputToWorkload(qDescriptor, info, outputTensorInfo, outputHandle.get()); |
| 68 | |
| 69 | std::unique_ptr<armnn::IWorkload> workload = workloadFactory.CreateComparison(qDescriptor, info); |
| 70 | |
| 71 | inputHandle0->Allocate(); |
| 72 | inputHandle1->Allocate(); |
| 73 | outputHandle->Allocate(); |
| 74 | |
Sadik Armagan | 483c811 | 2021-06-01 09:24:52 +0100 | [diff] [blame] | 75 | CopyDataToITensorHandle(inputHandle0.get(), values0.data()); |
| 76 | CopyDataToITensorHandle(inputHandle1.get(), values1.data()); |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 77 | |
| 78 | workload->PostAllocationConfigure(); |
| 79 | ExecuteWorkload(*workload, memoryManager); |
| 80 | |
Sadik Armagan | 483c811 | 2021-06-01 09:24:52 +0100 | [diff] [blame] | 81 | CopyDataFromITensorHandle(actualOutput.data(), outputHandle.get()); |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 82 | |
Sadik Armagan | 483c811 | 2021-06-01 09:24:52 +0100 | [diff] [blame] | 83 | return LayerTestResult<uint8_t, NumDims>(actualOutput, |
| 84 | outValues, |
| 85 | outputHandle->GetShape(), |
| 86 | outputTensorInfo.GetShape(), |
| 87 | true); |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 88 | } |
| 89 | |
| 90 | template <std::size_t NumDims, |
| 91 | armnn::DataType ArmnnInType, |
| 92 | typename InType = armnn::ResolveType<ArmnnInType>> |
| 93 | LayerTestResult<uint8_t, NumDims> ComparisonTestImpl( |
| 94 | armnn::IWorkloadFactory & workloadFactory, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 95 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 96 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 97 | const armnn::ComparisonDescriptor& descriptor, |
| 98 | const armnn::TensorShape& shape0, |
| 99 | std::vector<InType> values0, |
| 100 | const armnn::TensorShape& shape1, |
| 101 | std::vector<InType> values1, |
| 102 | const armnn::TensorShape outShape, |
| 103 | std::vector<uint8_t> outValues, |
| 104 | float quantScale = 1.f, |
| 105 | int quantOffset = 0) |
| 106 | { |
| 107 | return ComparisonTestImpl<NumDims, ArmnnInType>( |
| 108 | workloadFactory, |
| 109 | memoryManager, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 110 | tensorHandleFactory, |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 111 | descriptor, |
| 112 | shape0, |
| 113 | values0, |
| 114 | quantScale, |
| 115 | quantOffset, |
| 116 | shape1, |
| 117 | values1, |
| 118 | quantScale, |
| 119 | quantOffset, |
| 120 | outShape, |
| 121 | outValues, |
| 122 | quantScale, |
| 123 | quantOffset); |
| 124 | } |
| 125 | |
| 126 | template<typename TestData> |
| 127 | std::vector<uint8_t> GetExpectedOutputData(const TestData& testData, armnn::ComparisonOperation operation) |
| 128 | { |
| 129 | switch (operation) |
| 130 | { |
| 131 | case armnn::ComparisonOperation::Equal: |
| 132 | return testData.m_OutputEqual; |
| 133 | case armnn::ComparisonOperation::Greater: |
| 134 | return testData.m_OutputGreater; |
| 135 | case armnn::ComparisonOperation::GreaterOrEqual: |
| 136 | return testData.m_OutputGreaterOrEqual; |
| 137 | case armnn::ComparisonOperation::Less: |
| 138 | return testData.m_OutputLess; |
| 139 | case armnn::ComparisonOperation::LessOrEqual: |
| 140 | return testData.m_OutputLessOrEqual; |
| 141 | case armnn::ComparisonOperation::NotEqual: |
| 142 | default: |
| 143 | return testData.m_OutputNotEqual; |
| 144 | } |
| 145 | } |
| 146 | |
| 147 | template<armnn::DataType ArmnnInType, typename TestData> |
| 148 | LayerTestResult<uint8_t, 4> ComparisonTestImpl(armnn::IWorkloadFactory& workloadFactory, |
| 149 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 150 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 151 | const TestData& testData, |
| 152 | armnn::ComparisonOperation operation, |
| 153 | float quantScale = 1.f, |
| 154 | int quantOffset = 0) |
| 155 | { |
| 156 | using T = armnn::ResolveType<ArmnnInType>; |
| 157 | |
Aron Virginas-Tar | 48623a0 | 2019-10-22 10:00:28 +0100 | [diff] [blame] | 158 | std::vector<T> inputData0 = armnnUtils::QuantizedVector<T>(testData.m_InputData0, quantScale, quantOffset); |
| 159 | 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] | 160 | |
| 161 | return ComparisonTestImpl<4, ArmnnInType>( |
| 162 | workloadFactory, |
| 163 | memoryManager, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 164 | tensorHandleFactory, |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 165 | armnn::ComparisonDescriptor(operation), |
| 166 | testData.m_InputShape0, |
| 167 | inputData0, |
| 168 | testData.m_InputShape1, |
| 169 | inputData1, |
| 170 | testData.m_OutputShape, |
| 171 | GetExpectedOutputData(testData, operation), |
| 172 | quantScale, |
| 173 | quantOffset); |
| 174 | } |
| 175 | |
| 176 | class ComparisonTestData |
| 177 | { |
| 178 | public: |
| 179 | ComparisonTestData() = default; |
| 180 | virtual ~ComparisonTestData() = default; |
| 181 | |
| 182 | armnn::TensorShape m_InputShape0; |
| 183 | armnn::TensorShape m_InputShape1; |
| 184 | armnn::TensorShape m_OutputShape; |
| 185 | |
| 186 | std::vector<float> m_InputData0; |
| 187 | std::vector<float> m_InputData1; |
| 188 | |
| 189 | std::vector<uint8_t> m_OutputEqual; |
| 190 | std::vector<uint8_t> m_OutputGreater; |
| 191 | std::vector<uint8_t> m_OutputGreaterOrEqual; |
| 192 | std::vector<uint8_t> m_OutputLess; |
| 193 | std::vector<uint8_t> m_OutputLessOrEqual; |
| 194 | std::vector<uint8_t> m_OutputNotEqual; |
| 195 | }; |
| 196 | |
| 197 | class SimpleTestData : public ComparisonTestData |
| 198 | { |
| 199 | public: |
| 200 | SimpleTestData() : ComparisonTestData() |
| 201 | { |
| 202 | m_InputShape0 = { 2, 2, 2, 2 }; |
| 203 | |
| 204 | m_InputShape1 = m_InputShape0; |
| 205 | m_OutputShape = m_InputShape0; |
| 206 | |
| 207 | m_InputData0 = |
| 208 | { |
| 209 | 1.f, 1.f, 1.f, 1.f, 5.f, 5.f, 5.f, 5.f, |
| 210 | 3.f, 3.f, 3.f, 3.f, 4.f, 4.f, 4.f, 4.f |
| 211 | }; |
| 212 | |
| 213 | m_InputData1 = |
| 214 | { |
| 215 | 1.f, 1.f, 1.f, 1.f, 3.f, 3.f, 3.f, 3.f, |
| 216 | 5.f, 5.f, 5.f, 5.f, 4.f, 4.f, 4.f, 4.f |
| 217 | }; |
| 218 | |
| 219 | m_OutputEqual = |
| 220 | { |
| 221 | 1, 1, 1, 1, 0, 0, 0, 0, |
| 222 | 0, 0, 0, 0, 1, 1, 1, 1 |
| 223 | }; |
| 224 | |
| 225 | m_OutputGreater = |
| 226 | { |
| 227 | 0, 0, 0, 0, 1, 1, 1, 1, |
| 228 | 0, 0, 0, 0, 0, 0, 0, 0 |
| 229 | }; |
| 230 | |
| 231 | m_OutputGreaterOrEqual = |
| 232 | { |
| 233 | 1, 1, 1, 1, 1, 1, 1, 1, |
| 234 | 0, 0, 0, 0, 1, 1, 1, 1 |
| 235 | }; |
| 236 | |
| 237 | m_OutputLess = |
| 238 | { |
| 239 | 0, 0, 0, 0, 0, 0, 0, 0, |
| 240 | 1, 1, 1, 1, 0, 0, 0, 0 |
| 241 | }; |
| 242 | |
| 243 | m_OutputLessOrEqual = |
| 244 | { |
| 245 | 1, 1, 1, 1, 0, 0, 0, 0, |
| 246 | 1, 1, 1, 1, 1, 1, 1, 1 |
| 247 | }; |
| 248 | |
| 249 | m_OutputNotEqual = |
| 250 | { |
| 251 | 0, 0, 0, 0, 1, 1, 1, 1, |
| 252 | 1, 1, 1, 1, 0, 0, 0, 0 |
| 253 | }; |
| 254 | } |
| 255 | }; |
| 256 | |
| 257 | class Broadcast1ElementTestData : public ComparisonTestData |
| 258 | { |
| 259 | public: |
| 260 | Broadcast1ElementTestData() : ComparisonTestData() |
| 261 | { |
| 262 | m_InputShape0 = { 1, 2, 2, 2 }; |
| 263 | m_InputShape1 = { 1, 1, 1, 1 }; |
| 264 | |
| 265 | m_OutputShape = m_InputShape0; |
| 266 | |
| 267 | m_InputData0 = { 1.f, 2.f, 3.f, 4.f, 5.f, 6.f, 7.f, 8.f }; |
| 268 | m_InputData1 = { 3.f }; |
| 269 | |
| 270 | m_OutputEqual = { 0, 0, 1, 0, 0, 0, 0, 0 }; |
| 271 | m_OutputGreater = { 0, 0, 0, 1, 1, 1, 1, 1 }; |
| 272 | m_OutputGreaterOrEqual = { 0, 0, 1, 1, 1, 1, 1, 1 }; |
| 273 | m_OutputLess = { 1, 1, 0, 0, 0, 0, 0, 0 }; |
| 274 | m_OutputLessOrEqual = { 1, 1, 1, 0, 0, 0, 0, 0 }; |
| 275 | m_OutputNotEqual = { 1, 1, 0, 1, 1, 1, 1, 1 }; |
| 276 | } |
| 277 | }; |
| 278 | |
| 279 | class Broadcast1dVectorTestData : public ComparisonTestData |
| 280 | { |
| 281 | public: |
| 282 | Broadcast1dVectorTestData() : ComparisonTestData() |
| 283 | { |
| 284 | m_InputShape0 = { 1, 2, 2, 3 }; |
| 285 | m_InputShape1 = { 1, 1, 1, 3 }; |
| 286 | |
| 287 | m_OutputShape = m_InputShape0; |
| 288 | |
| 289 | m_InputData0 = |
| 290 | { |
| 291 | 1.f, 2.f, 3.f, 4.f, 5.f, 6.f, |
| 292 | 7.f, 8.f, 9.f, 10.f, 11.f, 12.f |
| 293 | }; |
| 294 | |
| 295 | m_InputData1 = { 4.f, 5.f, 6.f }; |
| 296 | |
| 297 | m_OutputEqual = |
| 298 | { |
| 299 | 0, 0, 0, 1, 1, 1, |
| 300 | 0, 0, 0, 0, 0, 0 |
| 301 | }; |
| 302 | |
| 303 | m_OutputGreater = |
| 304 | { |
| 305 | 0, 0, 0, 0, 0, 0, |
| 306 | 1, 1, 1, 1, 1, 1 |
| 307 | }; |
| 308 | |
| 309 | m_OutputGreaterOrEqual = |
| 310 | { |
| 311 | 0, 0, 0, 1, 1, 1, |
| 312 | 1, 1, 1, 1, 1, 1 |
| 313 | }; |
| 314 | |
| 315 | m_OutputLess = |
| 316 | { |
| 317 | 1, 1, 1, 0, 0, 0, |
| 318 | 0, 0, 0, 0, 0, 0 |
| 319 | }; |
| 320 | |
| 321 | m_OutputLessOrEqual = |
| 322 | { |
| 323 | 1, 1, 1, 1, 1, 1, |
| 324 | 0, 0, 0, 0, 0, 0 |
| 325 | }; |
| 326 | |
| 327 | m_OutputNotEqual = |
| 328 | { |
| 329 | 1, 1, 1, 0, 0, 0, |
| 330 | 1, 1, 1, 1, 1, 1 |
| 331 | }; |
| 332 | } |
| 333 | }; |
| 334 | |
| 335 | static SimpleTestData s_SimpleTestData; |
| 336 | static Broadcast1ElementTestData s_Broadcast1ElementTestData; |
| 337 | static Broadcast1dVectorTestData s_Broadcast1dVectorTestData; |
| 338 | |
| 339 | } // anonymous namespace |
| 340 | |
| 341 | // Equal |
| 342 | LayerTestResult<uint8_t, 4> EqualSimpleTest(armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 343 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 344 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 345 | { |
| 346 | return ComparisonTestImpl<armnn::DataType::Float32>( |
| 347 | workloadFactory, |
| 348 | memoryManager, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 349 | tensorHandleFactory, |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 350 | s_SimpleTestData, |
| 351 | armnn::ComparisonOperation::Equal); |
| 352 | } |
| 353 | |
| 354 | LayerTestResult<uint8_t, 4> EqualBroadcast1ElementTest( |
| 355 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 356 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 357 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 358 | { |
| 359 | return ComparisonTestImpl<armnn::DataType::Float32>( |
| 360 | workloadFactory, |
| 361 | memoryManager, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 362 | tensorHandleFactory, |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 363 | s_Broadcast1ElementTestData, |
| 364 | armnn::ComparisonOperation::Equal); |
| 365 | } |
| 366 | |
| 367 | LayerTestResult<uint8_t, 4> EqualBroadcast1dVectorTest( |
| 368 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 369 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 370 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 371 | { |
| 372 | return ComparisonTestImpl<armnn::DataType::Float32>( |
| 373 | workloadFactory, |
| 374 | memoryManager, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 375 | tensorHandleFactory, |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 376 | s_Broadcast1dVectorTestData, |
| 377 | armnn::ComparisonOperation::Equal); |
| 378 | } |
| 379 | |
| 380 | LayerTestResult<uint8_t, 4> EqualSimpleFloat16Test( |
| 381 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 382 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 383 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 384 | { |
| 385 | return ComparisonTestImpl<armnn::DataType::Float16>( |
| 386 | workloadFactory, |
| 387 | memoryManager, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 388 | tensorHandleFactory, |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 389 | s_SimpleTestData, |
| 390 | armnn::ComparisonOperation::Equal); |
| 391 | } |
| 392 | |
| 393 | LayerTestResult<uint8_t, 4> EqualBroadcast1ElementFloat16Test( |
| 394 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 395 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 396 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 397 | { |
| 398 | return ComparisonTestImpl<armnn::DataType::Float16>( |
| 399 | workloadFactory, |
| 400 | memoryManager, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 401 | tensorHandleFactory, |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 402 | s_Broadcast1ElementTestData, |
| 403 | armnn::ComparisonOperation::Equal); |
| 404 | } |
| 405 | |
| 406 | LayerTestResult<uint8_t, 4> EqualBroadcast1dVectorFloat16Test( |
| 407 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 408 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 409 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 410 | { |
| 411 | return ComparisonTestImpl<armnn::DataType::Float16>( |
| 412 | workloadFactory, |
| 413 | memoryManager, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 414 | tensorHandleFactory, |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 415 | s_Broadcast1dVectorTestData, |
| 416 | armnn::ComparisonOperation::Equal); |
| 417 | } |
| 418 | |
| 419 | LayerTestResult<uint8_t, 4> EqualSimpleUint8Test( |
| 420 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 421 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 422 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 423 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 424 | return ComparisonTestImpl<armnn::DataType::QAsymmU8>( |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 425 | workloadFactory, |
| 426 | memoryManager, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 427 | tensorHandleFactory, |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 428 | s_SimpleTestData, |
| 429 | armnn::ComparisonOperation::Equal); |
| 430 | } |
| 431 | |
| 432 | LayerTestResult<uint8_t, 4> EqualBroadcast1ElementUint8Test( |
| 433 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 434 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 435 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 436 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 437 | return ComparisonTestImpl<armnn::DataType::QAsymmU8>( |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 438 | workloadFactory, |
| 439 | memoryManager, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 440 | tensorHandleFactory, |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 441 | s_Broadcast1ElementTestData, |
| 442 | armnn::ComparisonOperation::Equal); |
| 443 | } |
| 444 | |
| 445 | LayerTestResult<uint8_t, 4> EqualBroadcast1dVectorUint8Test( |
| 446 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 447 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 448 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 449 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 450 | return ComparisonTestImpl<armnn::DataType::QAsymmU8>( |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 451 | workloadFactory, |
| 452 | memoryManager, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 453 | tensorHandleFactory, |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 454 | s_Broadcast1dVectorTestData, |
| 455 | armnn::ComparisonOperation::Equal); |
| 456 | } |
| 457 | |
| 458 | // Greater |
| 459 | LayerTestResult<uint8_t, 4> GreaterSimpleTest(armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 460 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 461 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 462 | { |
| 463 | return ComparisonTestImpl<armnn::DataType::Float32>( |
| 464 | workloadFactory, |
| 465 | memoryManager, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 466 | tensorHandleFactory, |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 467 | s_SimpleTestData, |
| 468 | armnn::ComparisonOperation::Greater); |
| 469 | } |
| 470 | |
| 471 | LayerTestResult<uint8_t, 4> GreaterBroadcast1ElementTest( |
| 472 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 473 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 474 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 475 | { |
| 476 | return ComparisonTestImpl<armnn::DataType::Float32>( |
| 477 | workloadFactory, |
| 478 | memoryManager, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 479 | tensorHandleFactory, |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 480 | s_Broadcast1ElementTestData, |
| 481 | armnn::ComparisonOperation::Greater); |
| 482 | } |
| 483 | |
| 484 | LayerTestResult<uint8_t, 4> GreaterBroadcast1dVectorTest( |
| 485 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 486 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 487 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 488 | { |
| 489 | return ComparisonTestImpl<armnn::DataType::Float32>( |
| 490 | workloadFactory, |
| 491 | memoryManager, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 492 | tensorHandleFactory, |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 493 | s_Broadcast1dVectorTestData, |
| 494 | armnn::ComparisonOperation::Greater); |
| 495 | } |
| 496 | |
| 497 | LayerTestResult<uint8_t, 4> GreaterSimpleFloat16Test( |
| 498 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 499 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 500 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 501 | { |
| 502 | return ComparisonTestImpl<armnn::DataType::Float16>( |
| 503 | workloadFactory, |
| 504 | memoryManager, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 505 | tensorHandleFactory, |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 506 | s_SimpleTestData, |
| 507 | armnn::ComparisonOperation::Greater); |
| 508 | } |
| 509 | |
| 510 | LayerTestResult<uint8_t, 4> GreaterBroadcast1ElementFloat16Test( |
| 511 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 512 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 513 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 514 | { |
| 515 | return ComparisonTestImpl<armnn::DataType::Float16>( |
| 516 | workloadFactory, |
| 517 | memoryManager, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 518 | tensorHandleFactory, |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 519 | s_Broadcast1ElementTestData, |
| 520 | armnn::ComparisonOperation::Greater); |
| 521 | } |
| 522 | |
| 523 | LayerTestResult<uint8_t, 4> GreaterBroadcast1dVectorFloat16Test( |
| 524 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 525 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 526 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 527 | { |
| 528 | return ComparisonTestImpl<armnn::DataType::Float16>( |
| 529 | workloadFactory, |
| 530 | memoryManager, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 531 | tensorHandleFactory, |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 532 | s_Broadcast1dVectorTestData, |
| 533 | armnn::ComparisonOperation::Greater); |
| 534 | } |
| 535 | |
| 536 | LayerTestResult<uint8_t, 4> GreaterSimpleUint8Test( |
| 537 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 538 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 539 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 540 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 541 | return ComparisonTestImpl<armnn::DataType::QAsymmU8>( |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 542 | workloadFactory, |
| 543 | memoryManager, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 544 | tensorHandleFactory, |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 545 | s_SimpleTestData, |
| 546 | armnn::ComparisonOperation::Greater); |
| 547 | } |
| 548 | |
| 549 | LayerTestResult<uint8_t, 4> GreaterBroadcast1ElementUint8Test( |
| 550 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 551 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 552 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 553 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 554 | return ComparisonTestImpl<armnn::DataType::QAsymmU8>( |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 555 | workloadFactory, |
| 556 | memoryManager, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 557 | tensorHandleFactory, |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 558 | s_Broadcast1ElementTestData, |
| 559 | armnn::ComparisonOperation::Greater); |
| 560 | } |
| 561 | |
| 562 | LayerTestResult<uint8_t, 4> GreaterBroadcast1dVectorUint8Test( |
| 563 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 564 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 565 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 566 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 567 | return ComparisonTestImpl<armnn::DataType::QAsymmU8>( |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 568 | workloadFactory, |
| 569 | memoryManager, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 570 | tensorHandleFactory, |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 571 | s_Broadcast1dVectorTestData, |
| 572 | armnn::ComparisonOperation::Greater); |
| 573 | } |
| 574 | |
| 575 | // GreaterOrEqual |
| 576 | LayerTestResult<uint8_t, 4> GreaterOrEqualSimpleTest( |
| 577 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 578 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 579 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 580 | { |
| 581 | return ComparisonTestImpl<armnn::DataType::Float32>( |
| 582 | workloadFactory, |
| 583 | memoryManager, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 584 | tensorHandleFactory, |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 585 | s_SimpleTestData, |
| 586 | armnn::ComparisonOperation::GreaterOrEqual); |
| 587 | } |
| 588 | |
| 589 | LayerTestResult<uint8_t, 4> GreaterOrEqualBroadcast1ElementTest( |
| 590 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 591 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 592 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 593 | { |
| 594 | return ComparisonTestImpl<armnn::DataType::Float32>( |
| 595 | workloadFactory, |
| 596 | memoryManager, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 597 | tensorHandleFactory, |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 598 | s_Broadcast1ElementTestData, |
| 599 | armnn::ComparisonOperation::GreaterOrEqual); |
| 600 | } |
| 601 | |
| 602 | LayerTestResult<uint8_t, 4> GreaterOrEqualBroadcast1dVectorTest( |
| 603 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 604 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 605 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 606 | { |
| 607 | return ComparisonTestImpl<armnn::DataType::Float32>( |
| 608 | workloadFactory, |
| 609 | memoryManager, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 610 | tensorHandleFactory, |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 611 | s_Broadcast1dVectorTestData, |
| 612 | armnn::ComparisonOperation::GreaterOrEqual); |
| 613 | } |
| 614 | |
| 615 | LayerTestResult<uint8_t, 4> GreaterOrEqualSimpleFloat16Test( |
| 616 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 617 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 618 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 619 | { |
| 620 | return ComparisonTestImpl<armnn::DataType::Float16>( |
| 621 | workloadFactory, |
| 622 | memoryManager, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 623 | tensorHandleFactory, |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 624 | s_SimpleTestData, |
| 625 | armnn::ComparisonOperation::GreaterOrEqual); |
| 626 | } |
| 627 | |
| 628 | LayerTestResult<uint8_t, 4> GreaterOrEqualBroadcast1ElementFloat16Test( |
| 629 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 630 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 631 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 632 | { |
| 633 | return ComparisonTestImpl<armnn::DataType::Float16>( |
| 634 | workloadFactory, |
| 635 | memoryManager, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 636 | tensorHandleFactory, |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 637 | s_Broadcast1ElementTestData, |
| 638 | armnn::ComparisonOperation::GreaterOrEqual); |
| 639 | } |
| 640 | |
| 641 | LayerTestResult<uint8_t, 4> GreaterOrEqualBroadcast1dVectorFloat16Test( |
| 642 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 643 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 644 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 645 | { |
| 646 | return ComparisonTestImpl<armnn::DataType::Float16>( |
| 647 | workloadFactory, |
| 648 | memoryManager, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 649 | tensorHandleFactory, |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 650 | s_Broadcast1dVectorTestData, |
| 651 | armnn::ComparisonOperation::GreaterOrEqual); |
| 652 | } |
| 653 | |
| 654 | LayerTestResult<uint8_t, 4> GreaterOrEqualSimpleUint8Test( |
| 655 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 656 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 657 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 658 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 659 | return ComparisonTestImpl<armnn::DataType::QAsymmU8>( |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 660 | workloadFactory, |
| 661 | memoryManager, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 662 | tensorHandleFactory, |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 663 | s_SimpleTestData, |
| 664 | armnn::ComparisonOperation::GreaterOrEqual); |
| 665 | } |
| 666 | |
| 667 | LayerTestResult<uint8_t, 4> GreaterOrEqualBroadcast1ElementUint8Test( |
| 668 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 669 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 670 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 671 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 672 | return ComparisonTestImpl<armnn::DataType::QAsymmU8>( |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 673 | workloadFactory, |
| 674 | memoryManager, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 675 | tensorHandleFactory, |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 676 | s_Broadcast1ElementTestData, |
| 677 | armnn::ComparisonOperation::GreaterOrEqual); |
| 678 | } |
| 679 | |
| 680 | LayerTestResult<uint8_t, 4> GreaterOrEqualBroadcast1dVectorUint8Test( |
| 681 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 682 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 683 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 684 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 685 | return ComparisonTestImpl<armnn::DataType::QAsymmU8>( |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 686 | workloadFactory, |
| 687 | memoryManager, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 688 | tensorHandleFactory, |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 689 | s_Broadcast1dVectorTestData, |
| 690 | armnn::ComparisonOperation::GreaterOrEqual); |
| 691 | } |
| 692 | |
| 693 | // Less |
| 694 | LayerTestResult<uint8_t, 4> LessSimpleTest(armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 695 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 696 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 697 | { |
| 698 | return ComparisonTestImpl<armnn::DataType::Float32>( |
| 699 | workloadFactory, |
| 700 | memoryManager, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 701 | tensorHandleFactory, |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 702 | s_SimpleTestData, |
| 703 | armnn::ComparisonOperation::Less); |
| 704 | } |
| 705 | |
| 706 | LayerTestResult<uint8_t, 4> LessBroadcast1ElementTest( |
| 707 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 708 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 709 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 710 | { |
| 711 | return ComparisonTestImpl<armnn::DataType::Float32>( |
| 712 | workloadFactory, |
| 713 | memoryManager, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 714 | tensorHandleFactory, |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 715 | s_Broadcast1ElementTestData, |
| 716 | armnn::ComparisonOperation::Less); |
| 717 | } |
| 718 | |
| 719 | LayerTestResult<uint8_t, 4> LessBroadcast1dVectorTest( |
| 720 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 721 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 722 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 723 | { |
| 724 | return ComparisonTestImpl<armnn::DataType::Float32>( |
| 725 | workloadFactory, |
| 726 | memoryManager, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 727 | tensorHandleFactory, |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 728 | s_Broadcast1dVectorTestData, |
| 729 | armnn::ComparisonOperation::Less); |
| 730 | } |
| 731 | |
| 732 | LayerTestResult<uint8_t, 4> LessSimpleFloat16Test( |
| 733 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 734 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 735 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 736 | { |
| 737 | return ComparisonTestImpl<armnn::DataType::Float16>( |
| 738 | workloadFactory, |
| 739 | memoryManager, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 740 | tensorHandleFactory, |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 741 | s_SimpleTestData, |
| 742 | armnn::ComparisonOperation::Less); |
| 743 | } |
| 744 | |
| 745 | LayerTestResult<uint8_t, 4> LessBroadcast1ElementFloat16Test( |
| 746 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 747 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 748 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 749 | { |
| 750 | return ComparisonTestImpl<armnn::DataType::Float16>( |
| 751 | workloadFactory, |
| 752 | memoryManager, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 753 | tensorHandleFactory, |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 754 | s_Broadcast1ElementTestData, |
| 755 | armnn::ComparisonOperation::Less); |
| 756 | } |
| 757 | |
| 758 | LayerTestResult<uint8_t, 4> LessBroadcast1dVectorFloat16Test( |
| 759 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 760 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 761 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 762 | { |
| 763 | return ComparisonTestImpl<armnn::DataType::Float16>( |
| 764 | workloadFactory, |
| 765 | memoryManager, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 766 | tensorHandleFactory, |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 767 | s_Broadcast1dVectorTestData, |
| 768 | armnn::ComparisonOperation::Less); |
| 769 | } |
| 770 | |
| 771 | LayerTestResult<uint8_t, 4> LessSimpleUint8Test( |
| 772 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 773 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 774 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 775 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 776 | return ComparisonTestImpl<armnn::DataType::QAsymmU8>( |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 777 | workloadFactory, |
| 778 | memoryManager, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 779 | tensorHandleFactory, |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 780 | s_SimpleTestData, |
| 781 | armnn::ComparisonOperation::Less); |
| 782 | } |
| 783 | |
| 784 | LayerTestResult<uint8_t, 4> LessBroadcast1ElementUint8Test( |
| 785 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 786 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 787 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 788 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 789 | return ComparisonTestImpl<armnn::DataType::QAsymmU8>( |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 790 | workloadFactory, |
| 791 | memoryManager, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 792 | tensorHandleFactory, |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 793 | s_Broadcast1ElementTestData, |
| 794 | armnn::ComparisonOperation::Less); |
| 795 | } |
| 796 | |
| 797 | LayerTestResult<uint8_t, 4> LessBroadcast1dVectorUint8Test( |
| 798 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 799 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 800 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 801 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 802 | return ComparisonTestImpl<armnn::DataType::QAsymmU8>( |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 803 | workloadFactory, |
| 804 | memoryManager, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 805 | tensorHandleFactory, |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 806 | s_Broadcast1dVectorTestData, |
| 807 | armnn::ComparisonOperation::Less); |
| 808 | } |
| 809 | |
| 810 | // LessOrEqual |
| 811 | LayerTestResult<uint8_t, 4> LessOrEqualSimpleTest( |
| 812 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 813 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 814 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 815 | { |
| 816 | return ComparisonTestImpl<armnn::DataType::Float32>( |
| 817 | workloadFactory, |
| 818 | memoryManager, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 819 | tensorHandleFactory, |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 820 | s_SimpleTestData, |
| 821 | armnn::ComparisonOperation::LessOrEqual); |
| 822 | } |
| 823 | |
| 824 | LayerTestResult<uint8_t, 4> LessOrEqualBroadcast1ElementTest( |
| 825 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 826 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 827 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 828 | { |
| 829 | return ComparisonTestImpl<armnn::DataType::Float32>( |
| 830 | workloadFactory, |
| 831 | memoryManager, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 832 | tensorHandleFactory, |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 833 | s_Broadcast1ElementTestData, |
| 834 | armnn::ComparisonOperation::LessOrEqual); |
| 835 | } |
| 836 | |
| 837 | LayerTestResult<uint8_t, 4> LessOrEqualBroadcast1dVectorTest( |
| 838 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 839 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 840 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 841 | { |
| 842 | return ComparisonTestImpl<armnn::DataType::Float32>( |
| 843 | workloadFactory, |
| 844 | memoryManager, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 845 | tensorHandleFactory, |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 846 | s_Broadcast1dVectorTestData, |
| 847 | armnn::ComparisonOperation::LessOrEqual); |
| 848 | } |
| 849 | |
| 850 | LayerTestResult<uint8_t, 4> LessOrEqualSimpleFloat16Test( |
| 851 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 852 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 853 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 854 | { |
| 855 | return ComparisonTestImpl<armnn::DataType::Float16>( |
| 856 | workloadFactory, |
| 857 | memoryManager, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 858 | tensorHandleFactory, |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 859 | s_SimpleTestData, |
| 860 | armnn::ComparisonOperation::LessOrEqual); |
| 861 | } |
| 862 | |
| 863 | LayerTestResult<uint8_t, 4> LessOrEqualBroadcast1ElementFloat16Test( |
| 864 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 865 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 866 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 867 | { |
| 868 | return ComparisonTestImpl<armnn::DataType::Float16>( |
| 869 | workloadFactory, |
| 870 | memoryManager, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 871 | tensorHandleFactory, |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 872 | s_Broadcast1ElementTestData, |
| 873 | armnn::ComparisonOperation::LessOrEqual); |
| 874 | } |
| 875 | |
| 876 | LayerTestResult<uint8_t, 4> LessOrEqualBroadcast1dVectorFloat16Test( |
| 877 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 878 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 879 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 880 | { |
| 881 | return ComparisonTestImpl<armnn::DataType::Float16>( |
| 882 | workloadFactory, |
| 883 | memoryManager, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 884 | tensorHandleFactory, |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 885 | s_Broadcast1dVectorTestData, |
| 886 | armnn::ComparisonOperation::LessOrEqual); |
| 887 | } |
| 888 | |
| 889 | LayerTestResult<uint8_t, 4> LessOrEqualSimpleUint8Test( |
| 890 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 891 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 892 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 893 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 894 | return ComparisonTestImpl<armnn::DataType::QAsymmU8>( |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 895 | workloadFactory, |
| 896 | memoryManager, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 897 | tensorHandleFactory, |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 898 | s_SimpleTestData, |
| 899 | armnn::ComparisonOperation::LessOrEqual); |
| 900 | } |
| 901 | |
| 902 | LayerTestResult<uint8_t, 4> LessOrEqualBroadcast1ElementUint8Test( |
| 903 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 904 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 905 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 906 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 907 | return ComparisonTestImpl<armnn::DataType::QAsymmU8>( |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 908 | workloadFactory, |
| 909 | memoryManager, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 910 | tensorHandleFactory, |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 911 | s_Broadcast1ElementTestData, |
| 912 | armnn::ComparisonOperation::LessOrEqual); |
| 913 | } |
| 914 | |
| 915 | LayerTestResult<uint8_t, 4> LessOrEqualBroadcast1dVectorUint8Test( |
| 916 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 917 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 918 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 919 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 920 | return ComparisonTestImpl<armnn::DataType::QAsymmU8>( |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 921 | workloadFactory, |
| 922 | memoryManager, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 923 | tensorHandleFactory, |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 924 | s_Broadcast1dVectorTestData, |
| 925 | armnn::ComparisonOperation::LessOrEqual); |
| 926 | } |
| 927 | |
| 928 | // NotEqual |
| 929 | LayerTestResult<uint8_t, 4> NotEqualSimpleTest( |
| 930 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 931 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 932 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 933 | { |
| 934 | return ComparisonTestImpl<armnn::DataType::Float32>( |
| 935 | workloadFactory, |
| 936 | memoryManager, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 937 | tensorHandleFactory, |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 938 | s_SimpleTestData, |
| 939 | armnn::ComparisonOperation::NotEqual); |
| 940 | } |
| 941 | |
| 942 | LayerTestResult<uint8_t, 4> NotEqualBroadcast1ElementTest( |
| 943 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 944 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 945 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 946 | { |
| 947 | return ComparisonTestImpl<armnn::DataType::Float32>( |
| 948 | workloadFactory, |
| 949 | memoryManager, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 950 | tensorHandleFactory, |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 951 | s_Broadcast1ElementTestData, |
| 952 | armnn::ComparisonOperation::NotEqual); |
| 953 | } |
| 954 | |
| 955 | LayerTestResult<uint8_t, 4> NotEqualBroadcast1dVectorTest( |
| 956 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 957 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 958 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 959 | { |
| 960 | return ComparisonTestImpl<armnn::DataType::Float32>( |
| 961 | workloadFactory, |
| 962 | memoryManager, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 963 | tensorHandleFactory, |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 964 | s_Broadcast1dVectorTestData, |
| 965 | armnn::ComparisonOperation::NotEqual); |
| 966 | } |
| 967 | |
| 968 | LayerTestResult<uint8_t, 4> NotEqualSimpleFloat16Test( |
| 969 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 970 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 971 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 972 | { |
| 973 | return ComparisonTestImpl<armnn::DataType::Float16>( |
| 974 | workloadFactory, |
| 975 | memoryManager, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 976 | tensorHandleFactory, |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 977 | s_SimpleTestData, |
| 978 | armnn::ComparisonOperation::NotEqual); |
| 979 | } |
| 980 | |
| 981 | LayerTestResult<uint8_t, 4> NotEqualBroadcast1ElementFloat16Test( |
| 982 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 983 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 984 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 985 | { |
| 986 | return ComparisonTestImpl<armnn::DataType::Float16>( |
| 987 | workloadFactory, |
| 988 | memoryManager, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 989 | tensorHandleFactory, |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 990 | s_Broadcast1ElementTestData, |
| 991 | armnn::ComparisonOperation::NotEqual); |
| 992 | } |
| 993 | |
| 994 | LayerTestResult<uint8_t, 4> NotEqualBroadcast1dVectorFloat16Test( |
| 995 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 996 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 997 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 998 | { |
| 999 | return ComparisonTestImpl<armnn::DataType::Float16>( |
| 1000 | workloadFactory, |
| 1001 | memoryManager, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 1002 | tensorHandleFactory, |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 1003 | s_Broadcast1dVectorTestData, |
| 1004 | armnn::ComparisonOperation::NotEqual); |
| 1005 | } |
| 1006 | |
| 1007 | LayerTestResult<uint8_t, 4> NotEqualSimpleUint8Test( |
| 1008 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 1009 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 1010 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 1011 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1012 | return ComparisonTestImpl<armnn::DataType::QAsymmU8>( |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 1013 | workloadFactory, |
| 1014 | memoryManager, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 1015 | tensorHandleFactory, |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 1016 | s_SimpleTestData, |
| 1017 | armnn::ComparisonOperation::NotEqual); |
| 1018 | } |
| 1019 | |
| 1020 | LayerTestResult<uint8_t, 4> NotEqualBroadcast1ElementUint8Test( |
| 1021 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 1022 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 1023 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 1024 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1025 | return ComparisonTestImpl<armnn::DataType::QAsymmU8>( |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 1026 | workloadFactory, |
| 1027 | memoryManager, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 1028 | tensorHandleFactory, |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 1029 | s_Broadcast1ElementTestData, |
| 1030 | armnn::ComparisonOperation::NotEqual); |
| 1031 | } |
| 1032 | |
| 1033 | LayerTestResult<uint8_t, 4> NotEqualBroadcast1dVectorUint8Test( |
| 1034 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 1035 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 1036 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 1037 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1038 | return ComparisonTestImpl<armnn::DataType::QAsymmU8>( |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 1039 | workloadFactory, |
| 1040 | memoryManager, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 1041 | tensorHandleFactory, |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 1042 | s_Broadcast1dVectorTestData, |
| 1043 | armnn::ComparisonOperation::NotEqual); |
| 1044 | } |