Nattapat Chaimanowong | cfdcadf | 2018-12-06 11:54:33 +0000 | [diff] [blame] | 1 | // |
Teresa Charlin | fbf0e5b | 2020-08-17 01:01:06 +0100 | [diff] [blame] | 2 | // Copyright © 2017 Arm Ltd and Contributors. All rights reserved. |
Nattapat Chaimanowong | cfdcadf | 2018-12-06 11:54:33 +0000 | [diff] [blame] | 3 | // SPDX-License-Identifier: MIT |
| 4 | // |
Nattapat Chaimanowong | cfdcadf | 2018-12-06 11:54:33 +0000 | [diff] [blame] | 5 | |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 6 | #include "DebugTestImpl.hpp" |
| 7 | |
Colm Donelan | c42a987 | 2022-02-02 16:35:09 +0000 | [diff] [blame] | 8 | #include <armnnUtils/QuantizeHelper.hpp> |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 9 | #include <ResolveType.hpp> |
Nattapat Chaimanowong | cfdcadf | 2018-12-06 11:54:33 +0000 | [diff] [blame] | 10 | |
Nattapat Chaimanowong | cfdcadf | 2018-12-06 11:54:33 +0000 | [diff] [blame] | 11 | |
Sadik Armagan | a097d2a | 2021-11-24 15:47:28 +0000 | [diff] [blame] | 12 | #include <armnnTestUtils/TensorCopyUtils.hpp> |
Colm Donelan | 0c47974 | 2021-12-10 12:43:54 +0000 | [diff] [blame] | 13 | #include <armnnTestUtils/WorkloadTestUtils.hpp> |
Nattapat Chaimanowong | cfdcadf | 2018-12-06 11:54:33 +0000 | [diff] [blame] | 14 | |
Colm Donelan | c42a987 | 2022-02-02 16:35:09 +0000 | [diff] [blame] | 15 | #include <armnnTestUtils/TensorHelpers.hpp> |
Nattapat Chaimanowong | cfdcadf | 2018-12-06 11:54:33 +0000 | [diff] [blame] | 16 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 17 | #include <doctest/doctest.h> |
| 18 | |
Nattapat Chaimanowong | cfdcadf | 2018-12-06 11:54:33 +0000 | [diff] [blame] | 19 | namespace |
| 20 | { |
| 21 | |
| 22 | template<typename T, std::size_t Dim> |
| 23 | LayerTestResult<T, Dim> DebugTestImpl( |
| 24 | armnn::IWorkloadFactory& workloadFactory, |
| 25 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 26 | armnn::TensorInfo& inputTensorInfo, |
| 27 | armnn::TensorInfo& outputTensorInfo, |
| 28 | std::vector<float>& inputData, |
| 29 | std::vector<float>& outputExpectedData, |
| 30 | armnn::DebugQueueDescriptor descriptor, |
| 31 | const std::string expectedStringOutput, |
| 32 | const float qScale = 1.0f, |
| 33 | const int32_t qOffset = 0) |
| 34 | { |
Jan Eilers | 8eb2560 | 2020-03-09 12:13:48 +0000 | [diff] [blame] | 35 | IgnoreUnused(memoryManager); |
Nattapat Chaimanowong | cfdcadf | 2018-12-06 11:54:33 +0000 | [diff] [blame] | 36 | if(armnn::IsQuantizedType<T>()) |
| 37 | { |
| 38 | inputTensorInfo.SetQuantizationScale(qScale); |
| 39 | inputTensorInfo.SetQuantizationOffset(qOffset); |
| 40 | |
| 41 | outputTensorInfo.SetQuantizationScale(qScale); |
| 42 | outputTensorInfo.SetQuantizationOffset(qOffset); |
| 43 | } |
| 44 | |
Sadik Armagan | 483c811 | 2021-06-01 09:24:52 +0100 | [diff] [blame] | 45 | std::vector<T> input = armnnUtils::QuantizedVector<T>(inputData, qScale, qOffset); |
Nattapat Chaimanowong | cfdcadf | 2018-12-06 11:54:33 +0000 | [diff] [blame] | 46 | |
Sadik Armagan | 483c811 | 2021-06-01 09:24:52 +0100 | [diff] [blame] | 47 | std::vector<T> actualOutput(outputTensorInfo.GetNumElements()); |
| 48 | std::vector<T> expectedOutput = armnnUtils::QuantizedVector<T>(outputExpectedData, qScale, qOffset); |
Nattapat Chaimanowong | cfdcadf | 2018-12-06 11:54:33 +0000 | [diff] [blame] | 49 | |
Teresa Charlin | fbf0e5b | 2020-08-17 01:01:06 +0100 | [diff] [blame] | 50 | ARMNN_NO_DEPRECATE_WARN_BEGIN |
| 51 | std::unique_ptr<armnn::ITensorHandle> inputHandle = workloadFactory.CreateTensorHandle(inputTensorInfo); |
| 52 | std::unique_ptr<armnn::ITensorHandle> outputHandle = workloadFactory.CreateTensorHandle(outputTensorInfo); |
| 53 | ARMNN_NO_DEPRECATE_WARN_END |
Nattapat Chaimanowong | cfdcadf | 2018-12-06 11:54:33 +0000 | [diff] [blame] | 54 | |
| 55 | armnn::WorkloadInfo info; |
| 56 | AddInputToWorkload(descriptor, info, inputTensorInfo, inputHandle.get()); |
| 57 | AddOutputToWorkload(descriptor, info, outputTensorInfo, outputHandle.get()); |
| 58 | |
Teresa Charlin | 611c7fb | 2022-01-07 09:47:29 +0000 | [diff] [blame] | 59 | std::unique_ptr<armnn::IWorkload> workload = workloadFactory.CreateWorkload(armnn::LayerType::Debug, |
| 60 | descriptor, |
| 61 | info); |
Nattapat Chaimanowong | cfdcadf | 2018-12-06 11:54:33 +0000 | [diff] [blame] | 62 | |
| 63 | inputHandle->Allocate(); |
| 64 | outputHandle->Allocate(); |
| 65 | |
| 66 | CopyDataToITensorHandle(inputHandle.get(), input.data()); |
Matteo Martincigh | 4912402 | 2019-01-11 13:25:59 +0000 | [diff] [blame] | 67 | |
Nattapat Chaimanowong | cfdcadf | 2018-12-06 11:54:33 +0000 | [diff] [blame] | 68 | std::ostringstream oss; |
| 69 | std::streambuf* coutStreambuf = std::cout.rdbuf(); |
| 70 | std::cout.rdbuf(oss.rdbuf()); |
| 71 | |
| 72 | ExecuteWorkload(*workload, memoryManager); |
Matteo Martincigh | 4912402 | 2019-01-11 13:25:59 +0000 | [diff] [blame] | 73 | |
Nattapat Chaimanowong | cfdcadf | 2018-12-06 11:54:33 +0000 | [diff] [blame] | 74 | std::cout.rdbuf(coutStreambuf); |
Matteo Martincigh | 4912402 | 2019-01-11 13:25:59 +0000 | [diff] [blame] | 75 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 76 | CHECK(oss.str() == expectedStringOutput); |
Nattapat Chaimanowong | cfdcadf | 2018-12-06 11:54:33 +0000 | [diff] [blame] | 77 | |
Sadik Armagan | 483c811 | 2021-06-01 09:24:52 +0100 | [diff] [blame] | 78 | CopyDataFromITensorHandle(actualOutput.data(), outputHandle.get()); |
Nattapat Chaimanowong | cfdcadf | 2018-12-06 11:54:33 +0000 | [diff] [blame] | 79 | |
Sadik Armagan | 483c811 | 2021-06-01 09:24:52 +0100 | [diff] [blame] | 80 | return LayerTestResult<T, Dim>(actualOutput, |
| 81 | expectedOutput, |
| 82 | outputHandle->GetShape(), |
| 83 | outputTensorInfo.GetShape()); |
Nattapat Chaimanowong | cfdcadf | 2018-12-06 11:54:33 +0000 | [diff] [blame] | 84 | } |
| 85 | |
Nattapat Chaimanowong | 649dd95 | 2019-01-22 16:10:44 +0000 | [diff] [blame] | 86 | template <armnn::DataType ArmnnType, typename T = armnn::ResolveType<ArmnnType>> |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 87 | LayerTestResult<T, 4> Debug4dTest( |
Nattapat Chaimanowong | cfdcadf | 2018-12-06 11:54:33 +0000 | [diff] [blame] | 88 | armnn::IWorkloadFactory& workloadFactory, |
| 89 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager) |
| 90 | { |
| 91 | armnn::TensorInfo inputTensorInfo; |
| 92 | armnn::TensorInfo outputTensorInfo; |
| 93 | |
| 94 | unsigned int inputShape[] = {1, 2, 2, 3}; |
| 95 | unsigned int outputShape[] = {1, 2, 2, 3}; |
| 96 | |
| 97 | armnn::DebugQueueDescriptor desc; |
Nattapat Chaimanowong | 964e955 | 2019-03-26 11:03:26 +0000 | [diff] [blame] | 98 | desc.m_Guid = 1; |
| 99 | desc.m_LayerName = "TestOutput"; |
| 100 | desc.m_SlotIndex = 0; |
Nattapat Chaimanowong | cfdcadf | 2018-12-06 11:54:33 +0000 | [diff] [blame] | 101 | |
Nattapat Chaimanowong | 649dd95 | 2019-01-22 16:10:44 +0000 | [diff] [blame] | 102 | inputTensorInfo = armnn::TensorInfo(4, inputShape, ArmnnType); |
| 103 | outputTensorInfo = armnn::TensorInfo(4, outputShape, ArmnnType); |
Nattapat Chaimanowong | cfdcadf | 2018-12-06 11:54:33 +0000 | [diff] [blame] | 104 | |
| 105 | std::vector<float> input = std::vector<float>( |
| 106 | { |
| 107 | 1.0f, 2.0f, 3.0f, |
| 108 | 4.0f, 5.0f, 6.0f, |
| 109 | 7.0f, 8.0f, 9.0f, |
| 110 | 10.0f, 11.0f, 12.0f, |
| 111 | }); |
| 112 | |
| 113 | std::vector<float> outputExpected = std::vector<float>( |
| 114 | { |
| 115 | 1.0f, 2.0f, 3.0f, |
| 116 | 4.0f, 5.0f, 6.0f, |
| 117 | 7.0f, 8.0f, 9.0f, |
| 118 | 10.0f, 11.0f, 12.0f, |
| 119 | }); |
| 120 | |
| 121 | const std::string expectedStringOutput = |
Nattapat Chaimanowong | 964e955 | 2019-03-26 11:03:26 +0000 | [diff] [blame] | 122 | "{ \"layerGuid\": 1," |
| 123 | " \"layerName\": \"TestOutput\"," |
| 124 | " \"outputSlot\": 0," |
Nattapat Chaimanowong | cfdcadf | 2018-12-06 11:54:33 +0000 | [diff] [blame] | 125 | " \"shape\": [1, 2, 2, 3]," |
| 126 | " \"min\": 1, \"max\": 12," |
| 127 | " \"data\": [[[[1, 2, 3], [4, 5, 6]], [[7, 8, 9], [10, 11, 12]]]] }\n"; |
| 128 | |
| 129 | return DebugTestImpl<T, 4>(workloadFactory, |
| 130 | memoryManager, |
| 131 | inputTensorInfo, |
| 132 | outputTensorInfo, |
| 133 | input, |
| 134 | outputExpected, |
| 135 | desc, |
| 136 | expectedStringOutput); |
| 137 | } |
| 138 | |
Nattapat Chaimanowong | 649dd95 | 2019-01-22 16:10:44 +0000 | [diff] [blame] | 139 | template <armnn::DataType ArmnnType, typename T = armnn::ResolveType<ArmnnType>> |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 140 | LayerTestResult<T, 3> Debug3dTest( |
Nattapat Chaimanowong | cfdcadf | 2018-12-06 11:54:33 +0000 | [diff] [blame] | 141 | armnn::IWorkloadFactory& workloadFactory, |
| 142 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager) |
| 143 | { |
| 144 | armnn::TensorInfo inputTensorInfo; |
| 145 | armnn::TensorInfo outputTensorInfo; |
| 146 | |
| 147 | unsigned int inputShape[] = {3, 3, 1}; |
| 148 | unsigned int outputShape[] = {3, 3, 1}; |
| 149 | |
| 150 | armnn::DebugQueueDescriptor desc; |
Nattapat Chaimanowong | 964e955 | 2019-03-26 11:03:26 +0000 | [diff] [blame] | 151 | desc.m_Guid = 1; |
| 152 | desc.m_LayerName = "TestOutput"; |
| 153 | desc.m_SlotIndex = 0; |
Nattapat Chaimanowong | cfdcadf | 2018-12-06 11:54:33 +0000 | [diff] [blame] | 154 | |
Nattapat Chaimanowong | 649dd95 | 2019-01-22 16:10:44 +0000 | [diff] [blame] | 155 | inputTensorInfo = armnn::TensorInfo(3, inputShape, ArmnnType); |
| 156 | outputTensorInfo = armnn::TensorInfo(3, outputShape, ArmnnType); |
Nattapat Chaimanowong | cfdcadf | 2018-12-06 11:54:33 +0000 | [diff] [blame] | 157 | |
| 158 | std::vector<float> input = std::vector<float>( |
| 159 | { |
| 160 | 1.0f, 2.0f, 3.0f, |
| 161 | 4.0f, 5.0f, 6.0f, |
| 162 | 7.0f, 8.0f, 9.0f, |
| 163 | }); |
| 164 | |
| 165 | std::vector<float> outputExpected = std::vector<float>( |
| 166 | { |
| 167 | 1.0f, 2.0f, 3.0f, |
| 168 | 4.0f, 5.0f, 6.0f, |
| 169 | 7.0f, 8.0f, 9.0f, |
| 170 | }); |
| 171 | |
| 172 | const std::string expectedStringOutput = |
Nattapat Chaimanowong | 964e955 | 2019-03-26 11:03:26 +0000 | [diff] [blame] | 173 | "{ \"layerGuid\": 1," |
| 174 | " \"layerName\": \"TestOutput\"," |
Nattapat Chaimanowong | cfdcadf | 2018-12-06 11:54:33 +0000 | [diff] [blame] | 175 | " \"outputSlot\": 0," |
| 176 | " \"shape\": [3, 3, 1]," |
| 177 | " \"min\": 1, \"max\": 9," |
| 178 | " \"data\": [[[1], [2], [3]], [[4], [5], [6]], [[7], [8], [9]]] }\n"; |
| 179 | |
| 180 | return DebugTestImpl<T, 3>(workloadFactory, |
| 181 | memoryManager, |
| 182 | inputTensorInfo, |
| 183 | outputTensorInfo, |
| 184 | input, |
| 185 | outputExpected, |
| 186 | desc, |
| 187 | expectedStringOutput); |
| 188 | } |
| 189 | |
Nattapat Chaimanowong | 649dd95 | 2019-01-22 16:10:44 +0000 | [diff] [blame] | 190 | template <armnn::DataType ArmnnType, typename T = armnn::ResolveType<ArmnnType>> |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 191 | LayerTestResult<T, 2> Debug2dTest( |
Nattapat Chaimanowong | cfdcadf | 2018-12-06 11:54:33 +0000 | [diff] [blame] | 192 | armnn::IWorkloadFactory& workloadFactory, |
| 193 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager) |
| 194 | { |
| 195 | armnn::TensorInfo inputTensorInfo; |
| 196 | armnn::TensorInfo outputTensorInfo; |
| 197 | |
| 198 | unsigned int inputShape[] = {2, 2}; |
| 199 | unsigned int outputShape[] = {2, 2}; |
| 200 | |
| 201 | armnn::DebugQueueDescriptor desc; |
Nattapat Chaimanowong | 964e955 | 2019-03-26 11:03:26 +0000 | [diff] [blame] | 202 | desc.m_Guid = 1; |
| 203 | desc.m_LayerName = "TestOutput"; |
| 204 | desc.m_SlotIndex = 0; |
Nattapat Chaimanowong | cfdcadf | 2018-12-06 11:54:33 +0000 | [diff] [blame] | 205 | |
Nattapat Chaimanowong | 649dd95 | 2019-01-22 16:10:44 +0000 | [diff] [blame] | 206 | inputTensorInfo = armnn::TensorInfo(2, inputShape, ArmnnType); |
| 207 | outputTensorInfo = armnn::TensorInfo(2, outputShape, ArmnnType); |
Nattapat Chaimanowong | cfdcadf | 2018-12-06 11:54:33 +0000 | [diff] [blame] | 208 | |
| 209 | std::vector<float> input = std::vector<float>( |
| 210 | { |
| 211 | 1.0f, 2.0f, |
| 212 | 3.0f, 4.0f, |
| 213 | }); |
| 214 | |
| 215 | std::vector<float> outputExpected = std::vector<float>( |
| 216 | { |
| 217 | 1.0f, 2.0f, |
| 218 | 3.0f, 4.0f, |
| 219 | }); |
| 220 | |
| 221 | const std::string expectedStringOutput = |
Nattapat Chaimanowong | 964e955 | 2019-03-26 11:03:26 +0000 | [diff] [blame] | 222 | "{ \"layerGuid\": 1," |
| 223 | " \"layerName\": \"TestOutput\"," |
Nattapat Chaimanowong | cfdcadf | 2018-12-06 11:54:33 +0000 | [diff] [blame] | 224 | " \"outputSlot\": 0," |
| 225 | " \"shape\": [2, 2]," |
| 226 | " \"min\": 1, \"max\": 4," |
| 227 | " \"data\": [[1, 2], [3, 4]] }\n"; |
| 228 | |
| 229 | return DebugTestImpl<T, 2>(workloadFactory, |
| 230 | memoryManager, |
| 231 | inputTensorInfo, |
| 232 | outputTensorInfo, |
| 233 | input, |
| 234 | outputExpected, |
| 235 | desc, |
| 236 | expectedStringOutput); |
| 237 | } |
| 238 | |
Nattapat Chaimanowong | 649dd95 | 2019-01-22 16:10:44 +0000 | [diff] [blame] | 239 | template <armnn::DataType ArmnnType, typename T = armnn::ResolveType<ArmnnType>> |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 240 | LayerTestResult<T, 1> Debug1dTest( |
Nattapat Chaimanowong | cfdcadf | 2018-12-06 11:54:33 +0000 | [diff] [blame] | 241 | armnn::IWorkloadFactory& workloadFactory, |
| 242 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager) |
| 243 | { |
| 244 | armnn::TensorInfo inputTensorInfo; |
| 245 | armnn::TensorInfo outputTensorInfo; |
| 246 | |
| 247 | unsigned int inputShape[] = {4}; |
| 248 | unsigned int outputShape[] = {4}; |
| 249 | |
| 250 | armnn::DebugQueueDescriptor desc; |
Nattapat Chaimanowong | 964e955 | 2019-03-26 11:03:26 +0000 | [diff] [blame] | 251 | desc.m_Guid = 1; |
| 252 | desc.m_LayerName = "TestOutput"; |
| 253 | desc.m_SlotIndex = 0; |
Nattapat Chaimanowong | cfdcadf | 2018-12-06 11:54:33 +0000 | [diff] [blame] | 254 | |
Nattapat Chaimanowong | 649dd95 | 2019-01-22 16:10:44 +0000 | [diff] [blame] | 255 | inputTensorInfo = armnn::TensorInfo(1, inputShape, ArmnnType); |
| 256 | outputTensorInfo = armnn::TensorInfo(1, outputShape, ArmnnType); |
Nattapat Chaimanowong | cfdcadf | 2018-12-06 11:54:33 +0000 | [diff] [blame] | 257 | |
| 258 | std::vector<float> input = std::vector<float>( |
| 259 | { |
| 260 | 1.0f, 2.0f, 3.0f, 4.0f, |
| 261 | }); |
| 262 | |
| 263 | std::vector<float> outputExpected = std::vector<float>( |
| 264 | { |
| 265 | 1.0f, 2.0f, 3.0f, 4.0f, |
| 266 | }); |
| 267 | |
| 268 | const std::string expectedStringOutput = |
Nattapat Chaimanowong | 964e955 | 2019-03-26 11:03:26 +0000 | [diff] [blame] | 269 | "{ \"layerGuid\": 1," |
| 270 | " \"layerName\": \"TestOutput\"," |
Nattapat Chaimanowong | cfdcadf | 2018-12-06 11:54:33 +0000 | [diff] [blame] | 271 | " \"outputSlot\": 0," |
| 272 | " \"shape\": [4]," |
| 273 | " \"min\": 1, \"max\": 4," |
| 274 | " \"data\": [1, 2, 3, 4] }\n"; |
| 275 | |
| 276 | return DebugTestImpl<T, 1>(workloadFactory, |
| 277 | memoryManager, |
| 278 | inputTensorInfo, |
| 279 | outputTensorInfo, |
| 280 | input, |
| 281 | outputExpected, |
| 282 | desc, |
| 283 | expectedStringOutput); |
| 284 | } |
| 285 | |
| 286 | } // anonymous namespace |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 287 | |
| 288 | LayerTestResult<float, 4> Debug4dFloat32Test( |
| 289 | armnn::IWorkloadFactory& workloadFactory, |
| 290 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager) |
| 291 | { |
| 292 | return Debug4dTest<armnn::DataType::Float32>(workloadFactory, memoryManager); |
| 293 | } |
| 294 | |
| 295 | LayerTestResult<float, 3> Debug3dFloat32Test( |
| 296 | armnn::IWorkloadFactory& workloadFactory, |
| 297 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager) |
| 298 | { |
| 299 | return Debug3dTest<armnn::DataType::Float32>(workloadFactory, memoryManager); |
| 300 | } |
| 301 | |
| 302 | LayerTestResult<float, 2> Debug2dFloat32Test( |
| 303 | armnn::IWorkloadFactory& workloadFactory, |
| 304 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager) |
| 305 | { |
| 306 | return Debug2dTest<armnn::DataType::Float32>(workloadFactory, memoryManager); |
| 307 | } |
| 308 | |
| 309 | LayerTestResult<float, 1> Debug1dFloat32Test( |
| 310 | armnn::IWorkloadFactory& workloadFactory, |
| 311 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager) |
| 312 | { |
| 313 | return Debug1dTest<armnn::DataType::Float32>(workloadFactory, memoryManager); |
| 314 | } |
| 315 | |
Narumol Prangnawarat | 403a185 | 2020-03-12 14:24:13 +0000 | [diff] [blame] | 316 | LayerTestResult<armnn::BFloat16, 4> Debug4dBFloat16Test( |
| 317 | armnn::IWorkloadFactory& workloadFactory, |
| 318 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager) |
| 319 | { |
| 320 | return Debug4dTest<armnn::DataType::BFloat16>(workloadFactory, memoryManager); |
| 321 | } |
| 322 | |
| 323 | LayerTestResult<armnn::BFloat16, 3> Debug3dBFloat16Test( |
| 324 | armnn::IWorkloadFactory& workloadFactory, |
| 325 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager) |
| 326 | { |
| 327 | return Debug3dTest<armnn::DataType::BFloat16>(workloadFactory, memoryManager); |
| 328 | } |
| 329 | |
| 330 | LayerTestResult<armnn::BFloat16, 2> Debug2dBFloat16Test( |
| 331 | armnn::IWorkloadFactory& workloadFactory, |
| 332 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager) |
| 333 | { |
| 334 | return Debug2dTest<armnn::DataType::BFloat16>(workloadFactory, memoryManager); |
| 335 | } |
| 336 | |
| 337 | LayerTestResult<armnn::BFloat16, 1> Debug1dBFloat16Test( |
| 338 | armnn::IWorkloadFactory& workloadFactory, |
| 339 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager) |
| 340 | { |
| 341 | return Debug1dTest<armnn::DataType::BFloat16>(workloadFactory, memoryManager); |
| 342 | } |
| 343 | |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 344 | LayerTestResult<uint8_t, 4> Debug4dUint8Test( |
| 345 | armnn::IWorkloadFactory& workloadFactory, |
| 346 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager) |
| 347 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 348 | return Debug4dTest<armnn::DataType::QAsymmU8>(workloadFactory, memoryManager); |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 349 | } |
| 350 | |
| 351 | LayerTestResult<uint8_t, 3> Debug3dUint8Test( |
| 352 | armnn::IWorkloadFactory& workloadFactory, |
| 353 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager) |
| 354 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 355 | return Debug3dTest<armnn::DataType::QAsymmU8>(workloadFactory, memoryManager); |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 356 | } |
| 357 | |
| 358 | LayerTestResult<uint8_t, 2> Debug2dUint8Test( |
| 359 | armnn::IWorkloadFactory& workloadFactory, |
| 360 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager) |
| 361 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 362 | return Debug2dTest<armnn::DataType::QAsymmU8>(workloadFactory, memoryManager); |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 363 | } |
| 364 | |
| 365 | LayerTestResult<uint8_t, 1> Debug1dUint8Test( |
| 366 | armnn::IWorkloadFactory& workloadFactory, |
| 367 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager) |
| 368 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 369 | return Debug1dTest<armnn::DataType::QAsymmU8>(workloadFactory, memoryManager); |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 370 | } |
| 371 | |
| 372 | LayerTestResult<int16_t, 4> Debug4dInt16Test( |
| 373 | armnn::IWorkloadFactory& workloadFactory, |
| 374 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager) |
| 375 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 376 | return Debug4dTest<armnn::DataType::QSymmS16>(workloadFactory, memoryManager); |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 377 | } |
| 378 | |
| 379 | LayerTestResult<int16_t, 3> Debug3dInt16Test( |
| 380 | armnn::IWorkloadFactory& workloadFactory, |
| 381 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager) |
| 382 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 383 | return Debug3dTest<armnn::DataType::QSymmS16>(workloadFactory, memoryManager); |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 384 | } |
| 385 | |
| 386 | LayerTestResult<int16_t, 2> Debug2dInt16Test( |
| 387 | armnn::IWorkloadFactory& workloadFactory, |
| 388 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager) |
| 389 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 390 | return Debug2dTest<armnn::DataType::QSymmS16>(workloadFactory, memoryManager); |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 391 | } |
| 392 | |
| 393 | LayerTestResult<int16_t, 1> Debug1dInt16Test( |
| 394 | armnn::IWorkloadFactory& workloadFactory, |
| 395 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager) |
| 396 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 397 | return Debug1dTest<armnn::DataType::QSymmS16>(workloadFactory, memoryManager); |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 398 | } |