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> |
Colm Donelan | c42a987 | 2022-02-02 16:35:09 +0000 | [diff] [blame] | 10 | #include <armnnUtils/QuantizeHelper.hpp> |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 11 | #include <ResolveType.hpp> |
| 12 | |
Colm Donelan | 0c47974 | 2021-12-10 12:43:54 +0000 | [diff] [blame] | 13 | #include <armnn/backends/Workload.hpp> |
| 14 | #include <armnn/backends/WorkloadData.hpp> |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 15 | |
Sadik Armagan | a097d2a | 2021-11-24 15:47:28 +0000 | [diff] [blame] | 16 | #include <armnnTestUtils/TensorCopyUtils.hpp> |
Colm Donelan | 0c47974 | 2021-12-10 12:43:54 +0000 | [diff] [blame] | 17 | #include <armnnTestUtils/WorkloadTestUtils.hpp> |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 18 | |
Colm Donelan | c42a987 | 2022-02-02 16:35:09 +0000 | [diff] [blame] | 19 | #include <armnnTestUtils/TensorHelpers.hpp> |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 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 | |
Teresa Charlin | 611c7fb | 2022-01-07 09:47:29 +0000 | [diff] [blame] | 69 | std::unique_ptr<armnn::IWorkload> workload |
| 70 | = workloadFactory.CreateWorkload(armnn::LayerType::Comparison, qDescriptor, info); |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 71 | |
| 72 | inputHandle0->Allocate(); |
| 73 | inputHandle1->Allocate(); |
| 74 | outputHandle->Allocate(); |
| 75 | |
Sadik Armagan | 483c811 | 2021-06-01 09:24:52 +0100 | [diff] [blame] | 76 | CopyDataToITensorHandle(inputHandle0.get(), values0.data()); |
| 77 | CopyDataToITensorHandle(inputHandle1.get(), values1.data()); |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 78 | |
| 79 | workload->PostAllocationConfigure(); |
| 80 | ExecuteWorkload(*workload, memoryManager); |
| 81 | |
Sadik Armagan | 483c811 | 2021-06-01 09:24:52 +0100 | [diff] [blame] | 82 | CopyDataFromITensorHandle(actualOutput.data(), outputHandle.get()); |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 83 | |
Sadik Armagan | 483c811 | 2021-06-01 09:24:52 +0100 | [diff] [blame] | 84 | return LayerTestResult<uint8_t, NumDims>(actualOutput, |
| 85 | outValues, |
| 86 | outputHandle->GetShape(), |
| 87 | outputTensorInfo.GetShape(), |
| 88 | true); |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 89 | } |
| 90 | |
| 91 | template <std::size_t NumDims, |
| 92 | armnn::DataType ArmnnInType, |
| 93 | typename InType = armnn::ResolveType<ArmnnInType>> |
| 94 | LayerTestResult<uint8_t, NumDims> ComparisonTestImpl( |
| 95 | armnn::IWorkloadFactory & workloadFactory, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 96 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 97 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 98 | const armnn::ComparisonDescriptor& descriptor, |
| 99 | const armnn::TensorShape& shape0, |
| 100 | std::vector<InType> values0, |
| 101 | const armnn::TensorShape& shape1, |
| 102 | std::vector<InType> values1, |
| 103 | const armnn::TensorShape outShape, |
| 104 | std::vector<uint8_t> outValues, |
| 105 | float quantScale = 1.f, |
| 106 | int quantOffset = 0) |
| 107 | { |
| 108 | return ComparisonTestImpl<NumDims, ArmnnInType>( |
| 109 | workloadFactory, |
| 110 | memoryManager, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 111 | tensorHandleFactory, |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 112 | descriptor, |
| 113 | shape0, |
| 114 | values0, |
| 115 | quantScale, |
| 116 | quantOffset, |
| 117 | shape1, |
| 118 | values1, |
| 119 | quantScale, |
| 120 | quantOffset, |
| 121 | outShape, |
| 122 | outValues, |
| 123 | quantScale, |
| 124 | quantOffset); |
| 125 | } |
| 126 | |
| 127 | template<typename TestData> |
| 128 | std::vector<uint8_t> GetExpectedOutputData(const TestData& testData, armnn::ComparisonOperation operation) |
| 129 | { |
| 130 | switch (operation) |
| 131 | { |
| 132 | case armnn::ComparisonOperation::Equal: |
| 133 | return testData.m_OutputEqual; |
| 134 | case armnn::ComparisonOperation::Greater: |
| 135 | return testData.m_OutputGreater; |
| 136 | case armnn::ComparisonOperation::GreaterOrEqual: |
| 137 | return testData.m_OutputGreaterOrEqual; |
| 138 | case armnn::ComparisonOperation::Less: |
| 139 | return testData.m_OutputLess; |
| 140 | case armnn::ComparisonOperation::LessOrEqual: |
| 141 | return testData.m_OutputLessOrEqual; |
| 142 | case armnn::ComparisonOperation::NotEqual: |
| 143 | default: |
| 144 | return testData.m_OutputNotEqual; |
| 145 | } |
| 146 | } |
| 147 | |
| 148 | template<armnn::DataType ArmnnInType, typename TestData> |
| 149 | LayerTestResult<uint8_t, 4> ComparisonTestImpl(armnn::IWorkloadFactory& workloadFactory, |
| 150 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 151 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 152 | const TestData& testData, |
| 153 | armnn::ComparisonOperation operation, |
| 154 | float quantScale = 1.f, |
| 155 | int quantOffset = 0) |
| 156 | { |
| 157 | using T = armnn::ResolveType<ArmnnInType>; |
| 158 | |
Aron Virginas-Tar | 48623a0 | 2019-10-22 10:00:28 +0100 | [diff] [blame] | 159 | std::vector<T> inputData0 = armnnUtils::QuantizedVector<T>(testData.m_InputData0, quantScale, quantOffset); |
| 160 | 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] | 161 | |
| 162 | return ComparisonTestImpl<4, ArmnnInType>( |
| 163 | workloadFactory, |
| 164 | memoryManager, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 165 | tensorHandleFactory, |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 166 | armnn::ComparisonDescriptor(operation), |
| 167 | testData.m_InputShape0, |
| 168 | inputData0, |
| 169 | testData.m_InputShape1, |
| 170 | inputData1, |
| 171 | testData.m_OutputShape, |
| 172 | GetExpectedOutputData(testData, operation), |
| 173 | quantScale, |
| 174 | quantOffset); |
| 175 | } |
| 176 | |
| 177 | class ComparisonTestData |
| 178 | { |
| 179 | public: |
| 180 | ComparisonTestData() = default; |
| 181 | virtual ~ComparisonTestData() = default; |
| 182 | |
| 183 | armnn::TensorShape m_InputShape0; |
| 184 | armnn::TensorShape m_InputShape1; |
| 185 | armnn::TensorShape m_OutputShape; |
| 186 | |
| 187 | std::vector<float> m_InputData0; |
| 188 | std::vector<float> m_InputData1; |
| 189 | |
| 190 | std::vector<uint8_t> m_OutputEqual; |
| 191 | std::vector<uint8_t> m_OutputGreater; |
| 192 | std::vector<uint8_t> m_OutputGreaterOrEqual; |
| 193 | std::vector<uint8_t> m_OutputLess; |
| 194 | std::vector<uint8_t> m_OutputLessOrEqual; |
| 195 | std::vector<uint8_t> m_OutputNotEqual; |
| 196 | }; |
| 197 | |
| 198 | class SimpleTestData : public ComparisonTestData |
| 199 | { |
| 200 | public: |
| 201 | SimpleTestData() : ComparisonTestData() |
| 202 | { |
| 203 | m_InputShape0 = { 2, 2, 2, 2 }; |
| 204 | |
| 205 | m_InputShape1 = m_InputShape0; |
| 206 | m_OutputShape = m_InputShape0; |
| 207 | |
| 208 | m_InputData0 = |
| 209 | { |
| 210 | 1.f, 1.f, 1.f, 1.f, 5.f, 5.f, 5.f, 5.f, |
| 211 | 3.f, 3.f, 3.f, 3.f, 4.f, 4.f, 4.f, 4.f |
| 212 | }; |
| 213 | |
| 214 | m_InputData1 = |
| 215 | { |
| 216 | 1.f, 1.f, 1.f, 1.f, 3.f, 3.f, 3.f, 3.f, |
| 217 | 5.f, 5.f, 5.f, 5.f, 4.f, 4.f, 4.f, 4.f |
| 218 | }; |
| 219 | |
| 220 | m_OutputEqual = |
| 221 | { |
| 222 | 1, 1, 1, 1, 0, 0, 0, 0, |
| 223 | 0, 0, 0, 0, 1, 1, 1, 1 |
| 224 | }; |
| 225 | |
| 226 | m_OutputGreater = |
| 227 | { |
| 228 | 0, 0, 0, 0, 1, 1, 1, 1, |
| 229 | 0, 0, 0, 0, 0, 0, 0, 0 |
| 230 | }; |
| 231 | |
| 232 | m_OutputGreaterOrEqual = |
| 233 | { |
| 234 | 1, 1, 1, 1, 1, 1, 1, 1, |
| 235 | 0, 0, 0, 0, 1, 1, 1, 1 |
| 236 | }; |
| 237 | |
| 238 | m_OutputLess = |
| 239 | { |
| 240 | 0, 0, 0, 0, 0, 0, 0, 0, |
| 241 | 1, 1, 1, 1, 0, 0, 0, 0 |
| 242 | }; |
| 243 | |
| 244 | m_OutputLessOrEqual = |
| 245 | { |
| 246 | 1, 1, 1, 1, 0, 0, 0, 0, |
| 247 | 1, 1, 1, 1, 1, 1, 1, 1 |
| 248 | }; |
| 249 | |
| 250 | m_OutputNotEqual = |
| 251 | { |
| 252 | 0, 0, 0, 0, 1, 1, 1, 1, |
| 253 | 1, 1, 1, 1, 0, 0, 0, 0 |
| 254 | }; |
| 255 | } |
| 256 | }; |
| 257 | |
| 258 | class Broadcast1ElementTestData : public ComparisonTestData |
| 259 | { |
| 260 | public: |
| 261 | Broadcast1ElementTestData() : ComparisonTestData() |
| 262 | { |
| 263 | m_InputShape0 = { 1, 2, 2, 2 }; |
| 264 | m_InputShape1 = { 1, 1, 1, 1 }; |
| 265 | |
| 266 | m_OutputShape = m_InputShape0; |
| 267 | |
| 268 | m_InputData0 = { 1.f, 2.f, 3.f, 4.f, 5.f, 6.f, 7.f, 8.f }; |
| 269 | m_InputData1 = { 3.f }; |
| 270 | |
| 271 | m_OutputEqual = { 0, 0, 1, 0, 0, 0, 0, 0 }; |
| 272 | m_OutputGreater = { 0, 0, 0, 1, 1, 1, 1, 1 }; |
| 273 | m_OutputGreaterOrEqual = { 0, 0, 1, 1, 1, 1, 1, 1 }; |
| 274 | m_OutputLess = { 1, 1, 0, 0, 0, 0, 0, 0 }; |
| 275 | m_OutputLessOrEqual = { 1, 1, 1, 0, 0, 0, 0, 0 }; |
| 276 | m_OutputNotEqual = { 1, 1, 0, 1, 1, 1, 1, 1 }; |
| 277 | } |
| 278 | }; |
| 279 | |
| 280 | class Broadcast1dVectorTestData : public ComparisonTestData |
| 281 | { |
| 282 | public: |
| 283 | Broadcast1dVectorTestData() : ComparisonTestData() |
| 284 | { |
| 285 | m_InputShape0 = { 1, 2, 2, 3 }; |
| 286 | m_InputShape1 = { 1, 1, 1, 3 }; |
| 287 | |
| 288 | m_OutputShape = m_InputShape0; |
| 289 | |
| 290 | m_InputData0 = |
| 291 | { |
| 292 | 1.f, 2.f, 3.f, 4.f, 5.f, 6.f, |
| 293 | 7.f, 8.f, 9.f, 10.f, 11.f, 12.f |
| 294 | }; |
| 295 | |
| 296 | m_InputData1 = { 4.f, 5.f, 6.f }; |
| 297 | |
| 298 | m_OutputEqual = |
| 299 | { |
| 300 | 0, 0, 0, 1, 1, 1, |
| 301 | 0, 0, 0, 0, 0, 0 |
| 302 | }; |
| 303 | |
| 304 | m_OutputGreater = |
| 305 | { |
| 306 | 0, 0, 0, 0, 0, 0, |
| 307 | 1, 1, 1, 1, 1, 1 |
| 308 | }; |
| 309 | |
| 310 | m_OutputGreaterOrEqual = |
| 311 | { |
| 312 | 0, 0, 0, 1, 1, 1, |
| 313 | 1, 1, 1, 1, 1, 1 |
| 314 | }; |
| 315 | |
| 316 | m_OutputLess = |
| 317 | { |
| 318 | 1, 1, 1, 0, 0, 0, |
| 319 | 0, 0, 0, 0, 0, 0 |
| 320 | }; |
| 321 | |
| 322 | m_OutputLessOrEqual = |
| 323 | { |
| 324 | 1, 1, 1, 1, 1, 1, |
| 325 | 0, 0, 0, 0, 0, 0 |
| 326 | }; |
| 327 | |
| 328 | m_OutputNotEqual = |
| 329 | { |
| 330 | 1, 1, 1, 0, 0, 0, |
| 331 | 1, 1, 1, 1, 1, 1 |
| 332 | }; |
| 333 | } |
| 334 | }; |
| 335 | |
| 336 | static SimpleTestData s_SimpleTestData; |
| 337 | static Broadcast1ElementTestData s_Broadcast1ElementTestData; |
| 338 | static Broadcast1dVectorTestData s_Broadcast1dVectorTestData; |
| 339 | |
| 340 | } // anonymous namespace |
| 341 | |
| 342 | // Equal |
| 343 | LayerTestResult<uint8_t, 4> EqualSimpleTest(armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 344 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 345 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 346 | { |
| 347 | return ComparisonTestImpl<armnn::DataType::Float32>( |
| 348 | workloadFactory, |
| 349 | memoryManager, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 350 | tensorHandleFactory, |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 351 | s_SimpleTestData, |
| 352 | armnn::ComparisonOperation::Equal); |
| 353 | } |
| 354 | |
| 355 | LayerTestResult<uint8_t, 4> EqualBroadcast1ElementTest( |
| 356 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 357 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 358 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 359 | { |
| 360 | return ComparisonTestImpl<armnn::DataType::Float32>( |
| 361 | workloadFactory, |
| 362 | memoryManager, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 363 | tensorHandleFactory, |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 364 | s_Broadcast1ElementTestData, |
| 365 | armnn::ComparisonOperation::Equal); |
| 366 | } |
| 367 | |
| 368 | LayerTestResult<uint8_t, 4> EqualBroadcast1dVectorTest( |
| 369 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 370 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 371 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 372 | { |
| 373 | return ComparisonTestImpl<armnn::DataType::Float32>( |
| 374 | workloadFactory, |
| 375 | memoryManager, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 376 | tensorHandleFactory, |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 377 | s_Broadcast1dVectorTestData, |
| 378 | armnn::ComparisonOperation::Equal); |
| 379 | } |
| 380 | |
| 381 | LayerTestResult<uint8_t, 4> EqualSimpleFloat16Test( |
| 382 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 383 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 384 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 385 | { |
| 386 | return ComparisonTestImpl<armnn::DataType::Float16>( |
| 387 | workloadFactory, |
| 388 | memoryManager, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 389 | tensorHandleFactory, |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 390 | s_SimpleTestData, |
| 391 | armnn::ComparisonOperation::Equal); |
| 392 | } |
| 393 | |
| 394 | LayerTestResult<uint8_t, 4> EqualBroadcast1ElementFloat16Test( |
| 395 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 396 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 397 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 398 | { |
| 399 | return ComparisonTestImpl<armnn::DataType::Float16>( |
| 400 | workloadFactory, |
| 401 | memoryManager, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 402 | tensorHandleFactory, |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 403 | s_Broadcast1ElementTestData, |
| 404 | armnn::ComparisonOperation::Equal); |
| 405 | } |
| 406 | |
| 407 | LayerTestResult<uint8_t, 4> EqualBroadcast1dVectorFloat16Test( |
| 408 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 409 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 410 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 411 | { |
| 412 | return ComparisonTestImpl<armnn::DataType::Float16>( |
| 413 | workloadFactory, |
| 414 | memoryManager, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 415 | tensorHandleFactory, |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 416 | s_Broadcast1dVectorTestData, |
| 417 | armnn::ComparisonOperation::Equal); |
| 418 | } |
| 419 | |
| 420 | LayerTestResult<uint8_t, 4> EqualSimpleUint8Test( |
| 421 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 422 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 423 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 424 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 425 | return ComparisonTestImpl<armnn::DataType::QAsymmU8>( |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 426 | workloadFactory, |
| 427 | memoryManager, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 428 | tensorHandleFactory, |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 429 | s_SimpleTestData, |
| 430 | armnn::ComparisonOperation::Equal); |
| 431 | } |
| 432 | |
| 433 | LayerTestResult<uint8_t, 4> EqualBroadcast1ElementUint8Test( |
| 434 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 435 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 436 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 437 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 438 | return ComparisonTestImpl<armnn::DataType::QAsymmU8>( |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 439 | workloadFactory, |
| 440 | memoryManager, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 441 | tensorHandleFactory, |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 442 | s_Broadcast1ElementTestData, |
| 443 | armnn::ComparisonOperation::Equal); |
| 444 | } |
| 445 | |
| 446 | LayerTestResult<uint8_t, 4> EqualBroadcast1dVectorUint8Test( |
| 447 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 448 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 449 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 450 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 451 | return ComparisonTestImpl<armnn::DataType::QAsymmU8>( |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 452 | workloadFactory, |
| 453 | memoryManager, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 454 | tensorHandleFactory, |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 455 | s_Broadcast1dVectorTestData, |
| 456 | armnn::ComparisonOperation::Equal); |
| 457 | } |
| 458 | |
| 459 | // Greater |
| 460 | LayerTestResult<uint8_t, 4> GreaterSimpleTest(armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 461 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 462 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 463 | { |
| 464 | return ComparisonTestImpl<armnn::DataType::Float32>( |
| 465 | workloadFactory, |
| 466 | memoryManager, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 467 | tensorHandleFactory, |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 468 | s_SimpleTestData, |
| 469 | armnn::ComparisonOperation::Greater); |
| 470 | } |
| 471 | |
| 472 | LayerTestResult<uint8_t, 4> GreaterBroadcast1ElementTest( |
| 473 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 474 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 475 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 476 | { |
| 477 | return ComparisonTestImpl<armnn::DataType::Float32>( |
| 478 | workloadFactory, |
| 479 | memoryManager, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 480 | tensorHandleFactory, |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 481 | s_Broadcast1ElementTestData, |
| 482 | armnn::ComparisonOperation::Greater); |
| 483 | } |
| 484 | |
| 485 | LayerTestResult<uint8_t, 4> GreaterBroadcast1dVectorTest( |
| 486 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 487 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 488 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 489 | { |
| 490 | return ComparisonTestImpl<armnn::DataType::Float32>( |
| 491 | workloadFactory, |
| 492 | memoryManager, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 493 | tensorHandleFactory, |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 494 | s_Broadcast1dVectorTestData, |
| 495 | armnn::ComparisonOperation::Greater); |
| 496 | } |
| 497 | |
| 498 | LayerTestResult<uint8_t, 4> GreaterSimpleFloat16Test( |
| 499 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 500 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 501 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 502 | { |
| 503 | return ComparisonTestImpl<armnn::DataType::Float16>( |
| 504 | workloadFactory, |
| 505 | memoryManager, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 506 | tensorHandleFactory, |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 507 | s_SimpleTestData, |
| 508 | armnn::ComparisonOperation::Greater); |
| 509 | } |
| 510 | |
| 511 | LayerTestResult<uint8_t, 4> GreaterBroadcast1ElementFloat16Test( |
| 512 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 513 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 514 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 515 | { |
| 516 | return ComparisonTestImpl<armnn::DataType::Float16>( |
| 517 | workloadFactory, |
| 518 | memoryManager, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 519 | tensorHandleFactory, |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 520 | s_Broadcast1ElementTestData, |
| 521 | armnn::ComparisonOperation::Greater); |
| 522 | } |
| 523 | |
| 524 | LayerTestResult<uint8_t, 4> GreaterBroadcast1dVectorFloat16Test( |
| 525 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 526 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 527 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 528 | { |
| 529 | return ComparisonTestImpl<armnn::DataType::Float16>( |
| 530 | workloadFactory, |
| 531 | memoryManager, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 532 | tensorHandleFactory, |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 533 | s_Broadcast1dVectorTestData, |
| 534 | armnn::ComparisonOperation::Greater); |
| 535 | } |
| 536 | |
| 537 | LayerTestResult<uint8_t, 4> GreaterSimpleUint8Test( |
| 538 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 539 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 540 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 541 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 542 | return ComparisonTestImpl<armnn::DataType::QAsymmU8>( |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 543 | workloadFactory, |
| 544 | memoryManager, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 545 | tensorHandleFactory, |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 546 | s_SimpleTestData, |
| 547 | armnn::ComparisonOperation::Greater); |
| 548 | } |
| 549 | |
| 550 | LayerTestResult<uint8_t, 4> GreaterBroadcast1ElementUint8Test( |
| 551 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 552 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 553 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 554 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 555 | return ComparisonTestImpl<armnn::DataType::QAsymmU8>( |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 556 | workloadFactory, |
| 557 | memoryManager, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 558 | tensorHandleFactory, |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 559 | s_Broadcast1ElementTestData, |
| 560 | armnn::ComparisonOperation::Greater); |
| 561 | } |
| 562 | |
| 563 | LayerTestResult<uint8_t, 4> GreaterBroadcast1dVectorUint8Test( |
| 564 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 565 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 566 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 567 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 568 | return ComparisonTestImpl<armnn::DataType::QAsymmU8>( |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 569 | workloadFactory, |
| 570 | memoryManager, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 571 | tensorHandleFactory, |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 572 | s_Broadcast1dVectorTestData, |
| 573 | armnn::ComparisonOperation::Greater); |
| 574 | } |
| 575 | |
| 576 | // GreaterOrEqual |
| 577 | LayerTestResult<uint8_t, 4> GreaterOrEqualSimpleTest( |
| 578 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 579 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 580 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 581 | { |
| 582 | return ComparisonTestImpl<armnn::DataType::Float32>( |
| 583 | workloadFactory, |
| 584 | memoryManager, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 585 | tensorHandleFactory, |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 586 | s_SimpleTestData, |
| 587 | armnn::ComparisonOperation::GreaterOrEqual); |
| 588 | } |
| 589 | |
| 590 | LayerTestResult<uint8_t, 4> GreaterOrEqualBroadcast1ElementTest( |
| 591 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 592 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 593 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 594 | { |
| 595 | return ComparisonTestImpl<armnn::DataType::Float32>( |
| 596 | workloadFactory, |
| 597 | memoryManager, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 598 | tensorHandleFactory, |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 599 | s_Broadcast1ElementTestData, |
| 600 | armnn::ComparisonOperation::GreaterOrEqual); |
| 601 | } |
| 602 | |
| 603 | LayerTestResult<uint8_t, 4> GreaterOrEqualBroadcast1dVectorTest( |
| 604 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 605 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 606 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 607 | { |
| 608 | return ComparisonTestImpl<armnn::DataType::Float32>( |
| 609 | workloadFactory, |
| 610 | memoryManager, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 611 | tensorHandleFactory, |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 612 | s_Broadcast1dVectorTestData, |
| 613 | armnn::ComparisonOperation::GreaterOrEqual); |
| 614 | } |
| 615 | |
| 616 | LayerTestResult<uint8_t, 4> GreaterOrEqualSimpleFloat16Test( |
| 617 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 618 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 619 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 620 | { |
| 621 | return ComparisonTestImpl<armnn::DataType::Float16>( |
| 622 | workloadFactory, |
| 623 | memoryManager, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 624 | tensorHandleFactory, |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 625 | s_SimpleTestData, |
| 626 | armnn::ComparisonOperation::GreaterOrEqual); |
| 627 | } |
| 628 | |
| 629 | LayerTestResult<uint8_t, 4> GreaterOrEqualBroadcast1ElementFloat16Test( |
| 630 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 631 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 632 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 633 | { |
| 634 | return ComparisonTestImpl<armnn::DataType::Float16>( |
| 635 | workloadFactory, |
| 636 | memoryManager, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 637 | tensorHandleFactory, |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 638 | s_Broadcast1ElementTestData, |
| 639 | armnn::ComparisonOperation::GreaterOrEqual); |
| 640 | } |
| 641 | |
| 642 | LayerTestResult<uint8_t, 4> GreaterOrEqualBroadcast1dVectorFloat16Test( |
| 643 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 644 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 645 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 646 | { |
| 647 | return ComparisonTestImpl<armnn::DataType::Float16>( |
| 648 | workloadFactory, |
| 649 | memoryManager, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 650 | tensorHandleFactory, |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 651 | s_Broadcast1dVectorTestData, |
| 652 | armnn::ComparisonOperation::GreaterOrEqual); |
| 653 | } |
| 654 | |
| 655 | LayerTestResult<uint8_t, 4> GreaterOrEqualSimpleUint8Test( |
| 656 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 657 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 658 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 659 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 660 | return ComparisonTestImpl<armnn::DataType::QAsymmU8>( |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 661 | workloadFactory, |
| 662 | memoryManager, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 663 | tensorHandleFactory, |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 664 | s_SimpleTestData, |
| 665 | armnn::ComparisonOperation::GreaterOrEqual); |
| 666 | } |
| 667 | |
| 668 | LayerTestResult<uint8_t, 4> GreaterOrEqualBroadcast1ElementUint8Test( |
| 669 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 670 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 671 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 672 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 673 | return ComparisonTestImpl<armnn::DataType::QAsymmU8>( |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 674 | workloadFactory, |
| 675 | memoryManager, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 676 | tensorHandleFactory, |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 677 | s_Broadcast1ElementTestData, |
| 678 | armnn::ComparisonOperation::GreaterOrEqual); |
| 679 | } |
| 680 | |
| 681 | LayerTestResult<uint8_t, 4> GreaterOrEqualBroadcast1dVectorUint8Test( |
| 682 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 683 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 684 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 685 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 686 | return ComparisonTestImpl<armnn::DataType::QAsymmU8>( |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 687 | workloadFactory, |
| 688 | memoryManager, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 689 | tensorHandleFactory, |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 690 | s_Broadcast1dVectorTestData, |
| 691 | armnn::ComparisonOperation::GreaterOrEqual); |
| 692 | } |
| 693 | |
| 694 | // Less |
| 695 | LayerTestResult<uint8_t, 4> LessSimpleTest(armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 696 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 697 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 698 | { |
| 699 | return ComparisonTestImpl<armnn::DataType::Float32>( |
| 700 | workloadFactory, |
| 701 | memoryManager, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 702 | tensorHandleFactory, |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 703 | s_SimpleTestData, |
| 704 | armnn::ComparisonOperation::Less); |
| 705 | } |
| 706 | |
| 707 | LayerTestResult<uint8_t, 4> LessBroadcast1ElementTest( |
| 708 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 709 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 710 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 711 | { |
| 712 | return ComparisonTestImpl<armnn::DataType::Float32>( |
| 713 | workloadFactory, |
| 714 | memoryManager, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 715 | tensorHandleFactory, |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 716 | s_Broadcast1ElementTestData, |
| 717 | armnn::ComparisonOperation::Less); |
| 718 | } |
| 719 | |
| 720 | LayerTestResult<uint8_t, 4> LessBroadcast1dVectorTest( |
| 721 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 722 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 723 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 724 | { |
| 725 | return ComparisonTestImpl<armnn::DataType::Float32>( |
| 726 | workloadFactory, |
| 727 | memoryManager, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 728 | tensorHandleFactory, |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 729 | s_Broadcast1dVectorTestData, |
| 730 | armnn::ComparisonOperation::Less); |
| 731 | } |
| 732 | |
| 733 | LayerTestResult<uint8_t, 4> LessSimpleFloat16Test( |
| 734 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 735 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 736 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 737 | { |
| 738 | return ComparisonTestImpl<armnn::DataType::Float16>( |
| 739 | workloadFactory, |
| 740 | memoryManager, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 741 | tensorHandleFactory, |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 742 | s_SimpleTestData, |
| 743 | armnn::ComparisonOperation::Less); |
| 744 | } |
| 745 | |
| 746 | LayerTestResult<uint8_t, 4> LessBroadcast1ElementFloat16Test( |
| 747 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 748 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 749 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 750 | { |
| 751 | return ComparisonTestImpl<armnn::DataType::Float16>( |
| 752 | workloadFactory, |
| 753 | memoryManager, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 754 | tensorHandleFactory, |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 755 | s_Broadcast1ElementTestData, |
| 756 | armnn::ComparisonOperation::Less); |
| 757 | } |
| 758 | |
| 759 | LayerTestResult<uint8_t, 4> LessBroadcast1dVectorFloat16Test( |
| 760 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 761 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 762 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 763 | { |
| 764 | return ComparisonTestImpl<armnn::DataType::Float16>( |
| 765 | workloadFactory, |
| 766 | memoryManager, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 767 | tensorHandleFactory, |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 768 | s_Broadcast1dVectorTestData, |
| 769 | armnn::ComparisonOperation::Less); |
| 770 | } |
| 771 | |
| 772 | LayerTestResult<uint8_t, 4> LessSimpleUint8Test( |
| 773 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 774 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 775 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 776 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 777 | return ComparisonTestImpl<armnn::DataType::QAsymmU8>( |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 778 | workloadFactory, |
| 779 | memoryManager, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 780 | tensorHandleFactory, |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 781 | s_SimpleTestData, |
| 782 | armnn::ComparisonOperation::Less); |
| 783 | } |
| 784 | |
| 785 | LayerTestResult<uint8_t, 4> LessBroadcast1ElementUint8Test( |
| 786 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 787 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 788 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 789 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 790 | return ComparisonTestImpl<armnn::DataType::QAsymmU8>( |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 791 | workloadFactory, |
| 792 | memoryManager, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 793 | tensorHandleFactory, |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 794 | s_Broadcast1ElementTestData, |
| 795 | armnn::ComparisonOperation::Less); |
| 796 | } |
| 797 | |
| 798 | LayerTestResult<uint8_t, 4> LessBroadcast1dVectorUint8Test( |
| 799 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 800 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 801 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 802 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 803 | return ComparisonTestImpl<armnn::DataType::QAsymmU8>( |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 804 | workloadFactory, |
| 805 | memoryManager, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 806 | tensorHandleFactory, |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 807 | s_Broadcast1dVectorTestData, |
| 808 | armnn::ComparisonOperation::Less); |
| 809 | } |
| 810 | |
| 811 | // LessOrEqual |
| 812 | LayerTestResult<uint8_t, 4> LessOrEqualSimpleTest( |
| 813 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 814 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 815 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 816 | { |
| 817 | return ComparisonTestImpl<armnn::DataType::Float32>( |
| 818 | workloadFactory, |
| 819 | memoryManager, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 820 | tensorHandleFactory, |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 821 | s_SimpleTestData, |
| 822 | armnn::ComparisonOperation::LessOrEqual); |
| 823 | } |
| 824 | |
| 825 | LayerTestResult<uint8_t, 4> LessOrEqualBroadcast1ElementTest( |
| 826 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 827 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 828 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 829 | { |
| 830 | return ComparisonTestImpl<armnn::DataType::Float32>( |
| 831 | workloadFactory, |
| 832 | memoryManager, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 833 | tensorHandleFactory, |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 834 | s_Broadcast1ElementTestData, |
| 835 | armnn::ComparisonOperation::LessOrEqual); |
| 836 | } |
| 837 | |
| 838 | LayerTestResult<uint8_t, 4> LessOrEqualBroadcast1dVectorTest( |
| 839 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 840 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 841 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 842 | { |
| 843 | return ComparisonTestImpl<armnn::DataType::Float32>( |
| 844 | workloadFactory, |
| 845 | memoryManager, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 846 | tensorHandleFactory, |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 847 | s_Broadcast1dVectorTestData, |
| 848 | armnn::ComparisonOperation::LessOrEqual); |
| 849 | } |
| 850 | |
| 851 | LayerTestResult<uint8_t, 4> LessOrEqualSimpleFloat16Test( |
| 852 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 853 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 854 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 855 | { |
| 856 | return ComparisonTestImpl<armnn::DataType::Float16>( |
| 857 | workloadFactory, |
| 858 | memoryManager, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 859 | tensorHandleFactory, |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 860 | s_SimpleTestData, |
| 861 | armnn::ComparisonOperation::LessOrEqual); |
| 862 | } |
| 863 | |
| 864 | LayerTestResult<uint8_t, 4> LessOrEqualBroadcast1ElementFloat16Test( |
| 865 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 866 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 867 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 868 | { |
| 869 | return ComparisonTestImpl<armnn::DataType::Float16>( |
| 870 | workloadFactory, |
| 871 | memoryManager, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 872 | tensorHandleFactory, |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 873 | s_Broadcast1ElementTestData, |
| 874 | armnn::ComparisonOperation::LessOrEqual); |
| 875 | } |
| 876 | |
| 877 | LayerTestResult<uint8_t, 4> LessOrEqualBroadcast1dVectorFloat16Test( |
| 878 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 879 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 880 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 881 | { |
| 882 | return ComparisonTestImpl<armnn::DataType::Float16>( |
| 883 | workloadFactory, |
| 884 | memoryManager, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 885 | tensorHandleFactory, |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 886 | s_Broadcast1dVectorTestData, |
| 887 | armnn::ComparisonOperation::LessOrEqual); |
| 888 | } |
| 889 | |
| 890 | LayerTestResult<uint8_t, 4> LessOrEqualSimpleUint8Test( |
| 891 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 892 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 893 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 894 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 895 | return ComparisonTestImpl<armnn::DataType::QAsymmU8>( |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 896 | workloadFactory, |
| 897 | memoryManager, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 898 | tensorHandleFactory, |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 899 | s_SimpleTestData, |
| 900 | armnn::ComparisonOperation::LessOrEqual); |
| 901 | } |
| 902 | |
| 903 | LayerTestResult<uint8_t, 4> LessOrEqualBroadcast1ElementUint8Test( |
| 904 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 905 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 906 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 907 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 908 | return ComparisonTestImpl<armnn::DataType::QAsymmU8>( |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 909 | workloadFactory, |
| 910 | memoryManager, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 911 | tensorHandleFactory, |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 912 | s_Broadcast1ElementTestData, |
| 913 | armnn::ComparisonOperation::LessOrEqual); |
| 914 | } |
| 915 | |
| 916 | LayerTestResult<uint8_t, 4> LessOrEqualBroadcast1dVectorUint8Test( |
| 917 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 918 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 919 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 920 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 921 | return ComparisonTestImpl<armnn::DataType::QAsymmU8>( |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 922 | workloadFactory, |
| 923 | memoryManager, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 924 | tensorHandleFactory, |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 925 | s_Broadcast1dVectorTestData, |
| 926 | armnn::ComparisonOperation::LessOrEqual); |
| 927 | } |
| 928 | |
| 929 | // NotEqual |
| 930 | LayerTestResult<uint8_t, 4> NotEqualSimpleTest( |
| 931 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 932 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 933 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 934 | { |
| 935 | return ComparisonTestImpl<armnn::DataType::Float32>( |
| 936 | workloadFactory, |
| 937 | memoryManager, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 938 | tensorHandleFactory, |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 939 | s_SimpleTestData, |
| 940 | armnn::ComparisonOperation::NotEqual); |
| 941 | } |
| 942 | |
| 943 | LayerTestResult<uint8_t, 4> NotEqualBroadcast1ElementTest( |
| 944 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 945 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 946 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 947 | { |
| 948 | return ComparisonTestImpl<armnn::DataType::Float32>( |
| 949 | workloadFactory, |
| 950 | memoryManager, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 951 | tensorHandleFactory, |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 952 | s_Broadcast1ElementTestData, |
| 953 | armnn::ComparisonOperation::NotEqual); |
| 954 | } |
| 955 | |
| 956 | LayerTestResult<uint8_t, 4> NotEqualBroadcast1dVectorTest( |
| 957 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 958 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 959 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 960 | { |
| 961 | return ComparisonTestImpl<armnn::DataType::Float32>( |
| 962 | workloadFactory, |
| 963 | memoryManager, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 964 | tensorHandleFactory, |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 965 | s_Broadcast1dVectorTestData, |
| 966 | armnn::ComparisonOperation::NotEqual); |
| 967 | } |
| 968 | |
| 969 | LayerTestResult<uint8_t, 4> NotEqualSimpleFloat16Test( |
| 970 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 971 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 972 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 973 | { |
| 974 | return ComparisonTestImpl<armnn::DataType::Float16>( |
| 975 | workloadFactory, |
| 976 | memoryManager, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 977 | tensorHandleFactory, |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 978 | s_SimpleTestData, |
| 979 | armnn::ComparisonOperation::NotEqual); |
| 980 | } |
| 981 | |
| 982 | LayerTestResult<uint8_t, 4> NotEqualBroadcast1ElementFloat16Test( |
| 983 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 984 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 985 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 986 | { |
| 987 | return ComparisonTestImpl<armnn::DataType::Float16>( |
| 988 | workloadFactory, |
| 989 | memoryManager, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 990 | tensorHandleFactory, |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 991 | s_Broadcast1ElementTestData, |
| 992 | armnn::ComparisonOperation::NotEqual); |
| 993 | } |
| 994 | |
| 995 | LayerTestResult<uint8_t, 4> NotEqualBroadcast1dVectorFloat16Test( |
| 996 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 997 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 998 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 999 | { |
| 1000 | return ComparisonTestImpl<armnn::DataType::Float16>( |
| 1001 | workloadFactory, |
| 1002 | memoryManager, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 1003 | tensorHandleFactory, |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 1004 | s_Broadcast1dVectorTestData, |
| 1005 | armnn::ComparisonOperation::NotEqual); |
| 1006 | } |
| 1007 | |
| 1008 | LayerTestResult<uint8_t, 4> NotEqualSimpleUint8Test( |
| 1009 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 1010 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 1011 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 1012 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1013 | return ComparisonTestImpl<armnn::DataType::QAsymmU8>( |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 1014 | workloadFactory, |
| 1015 | memoryManager, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 1016 | tensorHandleFactory, |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 1017 | s_SimpleTestData, |
| 1018 | armnn::ComparisonOperation::NotEqual); |
| 1019 | } |
| 1020 | |
| 1021 | LayerTestResult<uint8_t, 4> NotEqualBroadcast1ElementUint8Test( |
| 1022 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 1023 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 1024 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 1025 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1026 | return ComparisonTestImpl<armnn::DataType::QAsymmU8>( |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 1027 | workloadFactory, |
| 1028 | memoryManager, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 1029 | tensorHandleFactory, |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 1030 | s_Broadcast1ElementTestData, |
| 1031 | armnn::ComparisonOperation::NotEqual); |
| 1032 | } |
| 1033 | |
| 1034 | LayerTestResult<uint8_t, 4> NotEqualBroadcast1dVectorUint8Test( |
| 1035 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 1036 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 1037 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 1038 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1039 | return ComparisonTestImpl<armnn::DataType::QAsymmU8>( |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 1040 | workloadFactory, |
| 1041 | memoryManager, |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 1042 | tensorHandleFactory, |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 1043 | s_Broadcast1dVectorTestData, |
| 1044 | armnn::ComparisonOperation::NotEqual); |
| 1045 | } |