Nattapat Chaimanowong | cfdcadf | 2018-12-06 11:54:33 +0000 | [diff] [blame] | 1 | // |
Colm Donelan | e27983c | 2023-01-16 16:45:08 +0000 | [diff] [blame] | 2 | // Copyright © 2017,2023 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> |
Keith Davis | 15f9c68 | 2022-10-14 15:50:33 +0100 | [diff] [blame] | 9 | #include <armnnUtils/Filesystem.hpp> |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 10 | #include <ResolveType.hpp> |
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> |
Keith Davis | 15f9c68 | 2022-10-14 15:50:33 +0100 | [diff] [blame] | 18 | #include <armnnUtils/Filesystem.hpp> |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 19 | |
Nattapat Chaimanowong | cfdcadf | 2018-12-06 11:54:33 +0000 | [diff] [blame] | 20 | namespace |
| 21 | { |
| 22 | |
| 23 | template<typename T, std::size_t Dim> |
| 24 | LayerTestResult<T, Dim> DebugTestImpl( |
| 25 | armnn::IWorkloadFactory& workloadFactory, |
| 26 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 27 | armnn::TensorInfo& inputTensorInfo, |
| 28 | armnn::TensorInfo& outputTensorInfo, |
| 29 | std::vector<float>& inputData, |
| 30 | std::vector<float>& outputExpectedData, |
| 31 | armnn::DebugQueueDescriptor descriptor, |
| 32 | const std::string expectedStringOutput, |
Keith Davis | 15f9c68 | 2022-10-14 15:50:33 +0100 | [diff] [blame] | 33 | const std::string& layerName, |
| 34 | bool toFile, |
Nattapat Chaimanowong | cfdcadf | 2018-12-06 11:54:33 +0000 | [diff] [blame] | 35 | const float qScale = 1.0f, |
| 36 | const int32_t qOffset = 0) |
| 37 | { |
Jan Eilers | 8eb2560 | 2020-03-09 12:13:48 +0000 | [diff] [blame] | 38 | IgnoreUnused(memoryManager); |
Nattapat Chaimanowong | cfdcadf | 2018-12-06 11:54:33 +0000 | [diff] [blame] | 39 | if(armnn::IsQuantizedType<T>()) |
| 40 | { |
| 41 | inputTensorInfo.SetQuantizationScale(qScale); |
| 42 | inputTensorInfo.SetQuantizationOffset(qOffset); |
| 43 | |
| 44 | outputTensorInfo.SetQuantizationScale(qScale); |
| 45 | outputTensorInfo.SetQuantizationOffset(qOffset); |
| 46 | } |
| 47 | |
Sadik Armagan | 483c811 | 2021-06-01 09:24:52 +0100 | [diff] [blame] | 48 | std::vector<T> input = armnnUtils::QuantizedVector<T>(inputData, qScale, qOffset); |
Nattapat Chaimanowong | cfdcadf | 2018-12-06 11:54:33 +0000 | [diff] [blame] | 49 | |
Sadik Armagan | 483c811 | 2021-06-01 09:24:52 +0100 | [diff] [blame] | 50 | std::vector<T> actualOutput(outputTensorInfo.GetNumElements()); |
| 51 | std::vector<T> expectedOutput = armnnUtils::QuantizedVector<T>(outputExpectedData, qScale, qOffset); |
Nattapat Chaimanowong | cfdcadf | 2018-12-06 11:54:33 +0000 | [diff] [blame] | 52 | |
Teresa Charlin | fbf0e5b | 2020-08-17 01:01:06 +0100 | [diff] [blame] | 53 | ARMNN_NO_DEPRECATE_WARN_BEGIN |
| 54 | std::unique_ptr<armnn::ITensorHandle> inputHandle = workloadFactory.CreateTensorHandle(inputTensorInfo); |
| 55 | std::unique_ptr<armnn::ITensorHandle> outputHandle = workloadFactory.CreateTensorHandle(outputTensorInfo); |
| 56 | ARMNN_NO_DEPRECATE_WARN_END |
Nattapat Chaimanowong | cfdcadf | 2018-12-06 11:54:33 +0000 | [diff] [blame] | 57 | |
| 58 | armnn::WorkloadInfo info; |
| 59 | AddInputToWorkload(descriptor, info, inputTensorInfo, inputHandle.get()); |
| 60 | AddOutputToWorkload(descriptor, info, outputTensorInfo, outputHandle.get()); |
| 61 | |
Teresa Charlin | 611c7fb | 2022-01-07 09:47:29 +0000 | [diff] [blame] | 62 | std::unique_ptr<armnn::IWorkload> workload = workloadFactory.CreateWorkload(armnn::LayerType::Debug, |
| 63 | descriptor, |
| 64 | info); |
Nattapat Chaimanowong | cfdcadf | 2018-12-06 11:54:33 +0000 | [diff] [blame] | 65 | |
| 66 | inputHandle->Allocate(); |
| 67 | outputHandle->Allocate(); |
| 68 | |
| 69 | CopyDataToITensorHandle(inputHandle.get(), input.data()); |
Matteo Martincigh | 4912402 | 2019-01-11 13:25:59 +0000 | [diff] [blame] | 70 | |
Keith Davis | 15f9c68 | 2022-10-14 15:50:33 +0100 | [diff] [blame] | 71 | if (toFile) |
| 72 | { |
Keith Davis | f63b457 | 2022-10-19 14:53:05 +0100 | [diff] [blame] | 73 | // Given that this is dependent on an ExNet switch, we need to explicitly set the directory that the |
| 74 | // files are stored in as this happens within the ExNet flow |
Colm Donelan | e27983c | 2023-01-16 16:45:08 +0000 | [diff] [blame] | 75 | auto tmpDir = armnnUtils::Filesystem::CreateDirectory("/ArmNNIntermediateLayerOutputs"); |
| 76 | std::string full_path = tmpDir + layerName + ".numpy"; |
Nattapat Chaimanowong | cfdcadf | 2018-12-06 11:54:33 +0000 | [diff] [blame] | 77 | |
Keith Davis | 15f9c68 | 2022-10-14 15:50:33 +0100 | [diff] [blame] | 78 | ExecuteWorkload(*workload, memoryManager); |
Matteo Martincigh | 4912402 | 2019-01-11 13:25:59 +0000 | [diff] [blame] | 79 | |
Keith Davis | 15f9c68 | 2022-10-14 15:50:33 +0100 | [diff] [blame] | 80 | armnnUtils::Filesystem::FileContents output = armnnUtils::Filesystem::ReadFileContentsIntoString(full_path); |
| 81 | CHECK((output == expectedStringOutput)); |
Colm Donelan | b5ea589 | 2023-02-10 15:19:46 +0000 | [diff] [blame] | 82 | |
| 83 | // Clean up afterwards. |
| 84 | armnnUtils::Filesystem::RemoveDirectoryAndContents(tmpDir); |
Keith Davis | 15f9c68 | 2022-10-14 15:50:33 +0100 | [diff] [blame] | 85 | } |
| 86 | else |
| 87 | { |
| 88 | std::ostringstream oss; |
| 89 | std::streambuf* coutStreambuf = std::cout.rdbuf(); |
| 90 | std::cout.rdbuf(oss.rdbuf()); |
Matteo Martincigh | 4912402 | 2019-01-11 13:25:59 +0000 | [diff] [blame] | 91 | |
Keith Davis | 15f9c68 | 2022-10-14 15:50:33 +0100 | [diff] [blame] | 92 | ExecuteWorkload(*workload, memoryManager); |
| 93 | |
| 94 | std::cout.rdbuf(coutStreambuf); |
| 95 | CHECK(oss.str() == expectedStringOutput); |
| 96 | } |
Nattapat Chaimanowong | cfdcadf | 2018-12-06 11:54:33 +0000 | [diff] [blame] | 97 | |
Sadik Armagan | 483c811 | 2021-06-01 09:24:52 +0100 | [diff] [blame] | 98 | CopyDataFromITensorHandle(actualOutput.data(), outputHandle.get()); |
Nattapat Chaimanowong | cfdcadf | 2018-12-06 11:54:33 +0000 | [diff] [blame] | 99 | |
Sadik Armagan | 483c811 | 2021-06-01 09:24:52 +0100 | [diff] [blame] | 100 | return LayerTestResult<T, Dim>(actualOutput, |
| 101 | expectedOutput, |
| 102 | outputHandle->GetShape(), |
| 103 | outputTensorInfo.GetShape()); |
Nattapat Chaimanowong | cfdcadf | 2018-12-06 11:54:33 +0000 | [diff] [blame] | 104 | } |
| 105 | |
Nattapat Chaimanowong | 649dd95 | 2019-01-22 16:10:44 +0000 | [diff] [blame] | 106 | template <armnn::DataType ArmnnType, typename T = armnn::ResolveType<ArmnnType>> |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 107 | LayerTestResult<T, 4> Debug4dTest( |
Nattapat Chaimanowong | cfdcadf | 2018-12-06 11:54:33 +0000 | [diff] [blame] | 108 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | 15f9c68 | 2022-10-14 15:50:33 +0100 | [diff] [blame] | 109 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 110 | bool toFile = false) |
Nattapat Chaimanowong | cfdcadf | 2018-12-06 11:54:33 +0000 | [diff] [blame] | 111 | { |
| 112 | armnn::TensorInfo inputTensorInfo; |
| 113 | armnn::TensorInfo outputTensorInfo; |
| 114 | |
| 115 | unsigned int inputShape[] = {1, 2, 2, 3}; |
| 116 | unsigned int outputShape[] = {1, 2, 2, 3}; |
| 117 | |
| 118 | armnn::DebugQueueDescriptor desc; |
Nattapat Chaimanowong | 964e955 | 2019-03-26 11:03:26 +0000 | [diff] [blame] | 119 | desc.m_Guid = 1; |
| 120 | desc.m_LayerName = "TestOutput"; |
| 121 | desc.m_SlotIndex = 0; |
Keith Davis | 15f9c68 | 2022-10-14 15:50:33 +0100 | [diff] [blame] | 122 | desc.m_LayerOutputToFile = toFile; |
Nattapat Chaimanowong | cfdcadf | 2018-12-06 11:54:33 +0000 | [diff] [blame] | 123 | |
Nattapat Chaimanowong | 649dd95 | 2019-01-22 16:10:44 +0000 | [diff] [blame] | 124 | inputTensorInfo = armnn::TensorInfo(4, inputShape, ArmnnType); |
| 125 | outputTensorInfo = armnn::TensorInfo(4, outputShape, ArmnnType); |
Nattapat Chaimanowong | cfdcadf | 2018-12-06 11:54:33 +0000 | [diff] [blame] | 126 | |
| 127 | std::vector<float> input = std::vector<float>( |
| 128 | { |
| 129 | 1.0f, 2.0f, 3.0f, |
| 130 | 4.0f, 5.0f, 6.0f, |
| 131 | 7.0f, 8.0f, 9.0f, |
| 132 | 10.0f, 11.0f, 12.0f, |
| 133 | }); |
| 134 | |
| 135 | std::vector<float> outputExpected = std::vector<float>( |
| 136 | { |
| 137 | 1.0f, 2.0f, 3.0f, |
| 138 | 4.0f, 5.0f, 6.0f, |
| 139 | 7.0f, 8.0f, 9.0f, |
| 140 | 10.0f, 11.0f, 12.0f, |
| 141 | }); |
| 142 | |
| 143 | const std::string expectedStringOutput = |
Nattapat Chaimanowong | 964e955 | 2019-03-26 11:03:26 +0000 | [diff] [blame] | 144 | "{ \"layerGuid\": 1," |
| 145 | " \"layerName\": \"TestOutput\"," |
| 146 | " \"outputSlot\": 0," |
Nattapat Chaimanowong | cfdcadf | 2018-12-06 11:54:33 +0000 | [diff] [blame] | 147 | " \"shape\": [1, 2, 2, 3]," |
| 148 | " \"min\": 1, \"max\": 12," |
| 149 | " \"data\": [[[[1, 2, 3], [4, 5, 6]], [[7, 8, 9], [10, 11, 12]]]] }\n"; |
| 150 | |
| 151 | return DebugTestImpl<T, 4>(workloadFactory, |
| 152 | memoryManager, |
| 153 | inputTensorInfo, |
| 154 | outputTensorInfo, |
| 155 | input, |
| 156 | outputExpected, |
| 157 | desc, |
Keith Davis | 15f9c68 | 2022-10-14 15:50:33 +0100 | [diff] [blame] | 158 | expectedStringOutput, |
| 159 | desc.m_LayerName, |
| 160 | toFile); |
Nattapat Chaimanowong | cfdcadf | 2018-12-06 11:54:33 +0000 | [diff] [blame] | 161 | } |
| 162 | |
Nattapat Chaimanowong | 649dd95 | 2019-01-22 16:10:44 +0000 | [diff] [blame] | 163 | template <armnn::DataType ArmnnType, typename T = armnn::ResolveType<ArmnnType>> |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 164 | LayerTestResult<T, 3> Debug3dTest( |
Nattapat Chaimanowong | cfdcadf | 2018-12-06 11:54:33 +0000 | [diff] [blame] | 165 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | 15f9c68 | 2022-10-14 15:50:33 +0100 | [diff] [blame] | 166 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 167 | bool toFile = false) |
Nattapat Chaimanowong | cfdcadf | 2018-12-06 11:54:33 +0000 | [diff] [blame] | 168 | { |
| 169 | armnn::TensorInfo inputTensorInfo; |
| 170 | armnn::TensorInfo outputTensorInfo; |
| 171 | |
| 172 | unsigned int inputShape[] = {3, 3, 1}; |
| 173 | unsigned int outputShape[] = {3, 3, 1}; |
| 174 | |
| 175 | armnn::DebugQueueDescriptor desc; |
Nattapat Chaimanowong | 964e955 | 2019-03-26 11:03:26 +0000 | [diff] [blame] | 176 | desc.m_Guid = 1; |
| 177 | desc.m_LayerName = "TestOutput"; |
| 178 | desc.m_SlotIndex = 0; |
Keith Davis | 15f9c68 | 2022-10-14 15:50:33 +0100 | [diff] [blame] | 179 | desc.m_LayerOutputToFile = toFile; |
Nattapat Chaimanowong | cfdcadf | 2018-12-06 11:54:33 +0000 | [diff] [blame] | 180 | |
Nattapat Chaimanowong | 649dd95 | 2019-01-22 16:10:44 +0000 | [diff] [blame] | 181 | inputTensorInfo = armnn::TensorInfo(3, inputShape, ArmnnType); |
| 182 | outputTensorInfo = armnn::TensorInfo(3, outputShape, ArmnnType); |
Nattapat Chaimanowong | cfdcadf | 2018-12-06 11:54:33 +0000 | [diff] [blame] | 183 | |
| 184 | std::vector<float> input = std::vector<float>( |
| 185 | { |
| 186 | 1.0f, 2.0f, 3.0f, |
| 187 | 4.0f, 5.0f, 6.0f, |
| 188 | 7.0f, 8.0f, 9.0f, |
| 189 | }); |
| 190 | |
| 191 | std::vector<float> outputExpected = std::vector<float>( |
| 192 | { |
| 193 | 1.0f, 2.0f, 3.0f, |
| 194 | 4.0f, 5.0f, 6.0f, |
| 195 | 7.0f, 8.0f, 9.0f, |
| 196 | }); |
| 197 | |
| 198 | const std::string expectedStringOutput = |
Nattapat Chaimanowong | 964e955 | 2019-03-26 11:03:26 +0000 | [diff] [blame] | 199 | "{ \"layerGuid\": 1," |
| 200 | " \"layerName\": \"TestOutput\"," |
Nattapat Chaimanowong | cfdcadf | 2018-12-06 11:54:33 +0000 | [diff] [blame] | 201 | " \"outputSlot\": 0," |
| 202 | " \"shape\": [3, 3, 1]," |
| 203 | " \"min\": 1, \"max\": 9," |
| 204 | " \"data\": [[[1], [2], [3]], [[4], [5], [6]], [[7], [8], [9]]] }\n"; |
| 205 | |
| 206 | return DebugTestImpl<T, 3>(workloadFactory, |
| 207 | memoryManager, |
| 208 | inputTensorInfo, |
| 209 | outputTensorInfo, |
| 210 | input, |
| 211 | outputExpected, |
| 212 | desc, |
Keith Davis | 15f9c68 | 2022-10-14 15:50:33 +0100 | [diff] [blame] | 213 | expectedStringOutput, |
| 214 | desc.m_LayerName, |
| 215 | toFile); |
Nattapat Chaimanowong | cfdcadf | 2018-12-06 11:54:33 +0000 | [diff] [blame] | 216 | } |
| 217 | |
Nattapat Chaimanowong | 649dd95 | 2019-01-22 16:10:44 +0000 | [diff] [blame] | 218 | template <armnn::DataType ArmnnType, typename T = armnn::ResolveType<ArmnnType>> |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 219 | LayerTestResult<T, 2> Debug2dTest( |
Nattapat Chaimanowong | cfdcadf | 2018-12-06 11:54:33 +0000 | [diff] [blame] | 220 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | 15f9c68 | 2022-10-14 15:50:33 +0100 | [diff] [blame] | 221 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 222 | bool toFile = false) |
Nattapat Chaimanowong | cfdcadf | 2018-12-06 11:54:33 +0000 | [diff] [blame] | 223 | { |
| 224 | armnn::TensorInfo inputTensorInfo; |
| 225 | armnn::TensorInfo outputTensorInfo; |
| 226 | |
| 227 | unsigned int inputShape[] = {2, 2}; |
| 228 | unsigned int outputShape[] = {2, 2}; |
| 229 | |
| 230 | armnn::DebugQueueDescriptor desc; |
Nattapat Chaimanowong | 964e955 | 2019-03-26 11:03:26 +0000 | [diff] [blame] | 231 | desc.m_Guid = 1; |
| 232 | desc.m_LayerName = "TestOutput"; |
| 233 | desc.m_SlotIndex = 0; |
Keith Davis | 15f9c68 | 2022-10-14 15:50:33 +0100 | [diff] [blame] | 234 | desc.m_LayerOutputToFile = toFile; |
Nattapat Chaimanowong | cfdcadf | 2018-12-06 11:54:33 +0000 | [diff] [blame] | 235 | |
Nattapat Chaimanowong | 649dd95 | 2019-01-22 16:10:44 +0000 | [diff] [blame] | 236 | inputTensorInfo = armnn::TensorInfo(2, inputShape, ArmnnType); |
| 237 | outputTensorInfo = armnn::TensorInfo(2, outputShape, ArmnnType); |
Nattapat Chaimanowong | cfdcadf | 2018-12-06 11:54:33 +0000 | [diff] [blame] | 238 | |
| 239 | std::vector<float> input = std::vector<float>( |
| 240 | { |
| 241 | 1.0f, 2.0f, |
| 242 | 3.0f, 4.0f, |
| 243 | }); |
| 244 | |
| 245 | std::vector<float> outputExpected = std::vector<float>( |
| 246 | { |
| 247 | 1.0f, 2.0f, |
| 248 | 3.0f, 4.0f, |
| 249 | }); |
| 250 | |
| 251 | const std::string expectedStringOutput = |
Nattapat Chaimanowong | 964e955 | 2019-03-26 11:03:26 +0000 | [diff] [blame] | 252 | "{ \"layerGuid\": 1," |
| 253 | " \"layerName\": \"TestOutput\"," |
Nattapat Chaimanowong | cfdcadf | 2018-12-06 11:54:33 +0000 | [diff] [blame] | 254 | " \"outputSlot\": 0," |
| 255 | " \"shape\": [2, 2]," |
| 256 | " \"min\": 1, \"max\": 4," |
| 257 | " \"data\": [[1, 2], [3, 4]] }\n"; |
| 258 | |
| 259 | return DebugTestImpl<T, 2>(workloadFactory, |
| 260 | memoryManager, |
| 261 | inputTensorInfo, |
| 262 | outputTensorInfo, |
| 263 | input, |
| 264 | outputExpected, |
| 265 | desc, |
Keith Davis | 15f9c68 | 2022-10-14 15:50:33 +0100 | [diff] [blame] | 266 | expectedStringOutput, |
| 267 | desc.m_LayerName, |
| 268 | toFile); |
Nattapat Chaimanowong | cfdcadf | 2018-12-06 11:54:33 +0000 | [diff] [blame] | 269 | } |
| 270 | |
Nattapat Chaimanowong | 649dd95 | 2019-01-22 16:10:44 +0000 | [diff] [blame] | 271 | template <armnn::DataType ArmnnType, typename T = armnn::ResolveType<ArmnnType>> |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 272 | LayerTestResult<T, 1> Debug1dTest( |
Nattapat Chaimanowong | cfdcadf | 2018-12-06 11:54:33 +0000 | [diff] [blame] | 273 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | 15f9c68 | 2022-10-14 15:50:33 +0100 | [diff] [blame] | 274 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 275 | bool toFile = false) |
Nattapat Chaimanowong | cfdcadf | 2018-12-06 11:54:33 +0000 | [diff] [blame] | 276 | { |
| 277 | armnn::TensorInfo inputTensorInfo; |
| 278 | armnn::TensorInfo outputTensorInfo; |
| 279 | |
| 280 | unsigned int inputShape[] = {4}; |
| 281 | unsigned int outputShape[] = {4}; |
| 282 | |
| 283 | armnn::DebugQueueDescriptor desc; |
Nattapat Chaimanowong | 964e955 | 2019-03-26 11:03:26 +0000 | [diff] [blame] | 284 | desc.m_Guid = 1; |
| 285 | desc.m_LayerName = "TestOutput"; |
| 286 | desc.m_SlotIndex = 0; |
Keith Davis | 15f9c68 | 2022-10-14 15:50:33 +0100 | [diff] [blame] | 287 | desc.m_LayerOutputToFile = toFile; |
Nattapat Chaimanowong | cfdcadf | 2018-12-06 11:54:33 +0000 | [diff] [blame] | 288 | |
Nattapat Chaimanowong | 649dd95 | 2019-01-22 16:10:44 +0000 | [diff] [blame] | 289 | inputTensorInfo = armnn::TensorInfo(1, inputShape, ArmnnType); |
| 290 | outputTensorInfo = armnn::TensorInfo(1, outputShape, ArmnnType); |
Nattapat Chaimanowong | cfdcadf | 2018-12-06 11:54:33 +0000 | [diff] [blame] | 291 | |
| 292 | std::vector<float> input = std::vector<float>( |
| 293 | { |
| 294 | 1.0f, 2.0f, 3.0f, 4.0f, |
| 295 | }); |
| 296 | |
| 297 | std::vector<float> outputExpected = std::vector<float>( |
| 298 | { |
| 299 | 1.0f, 2.0f, 3.0f, 4.0f, |
| 300 | }); |
| 301 | |
| 302 | const std::string expectedStringOutput = |
Nattapat Chaimanowong | 964e955 | 2019-03-26 11:03:26 +0000 | [diff] [blame] | 303 | "{ \"layerGuid\": 1," |
| 304 | " \"layerName\": \"TestOutput\"," |
Nattapat Chaimanowong | cfdcadf | 2018-12-06 11:54:33 +0000 | [diff] [blame] | 305 | " \"outputSlot\": 0," |
| 306 | " \"shape\": [4]," |
| 307 | " \"min\": 1, \"max\": 4," |
| 308 | " \"data\": [1, 2, 3, 4] }\n"; |
| 309 | |
| 310 | return DebugTestImpl<T, 1>(workloadFactory, |
| 311 | memoryManager, |
| 312 | inputTensorInfo, |
| 313 | outputTensorInfo, |
| 314 | input, |
| 315 | outputExpected, |
| 316 | desc, |
Keith Davis | 15f9c68 | 2022-10-14 15:50:33 +0100 | [diff] [blame] | 317 | expectedStringOutput, |
| 318 | desc.m_LayerName, |
| 319 | toFile); |
Nattapat Chaimanowong | cfdcadf | 2018-12-06 11:54:33 +0000 | [diff] [blame] | 320 | } |
| 321 | |
| 322 | } // anonymous namespace |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 323 | |
| 324 | LayerTestResult<float, 4> Debug4dFloat32Test( |
| 325 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | 15f9c68 | 2022-10-14 15:50:33 +0100 | [diff] [blame] | 326 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 327 | bool toFile = false) |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 328 | { |
Keith Davis | 15f9c68 | 2022-10-14 15:50:33 +0100 | [diff] [blame] | 329 | return Debug4dTest<armnn::DataType::Float32>(workloadFactory, memoryManager, toFile); |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 330 | } |
| 331 | |
| 332 | LayerTestResult<float, 3> Debug3dFloat32Test( |
| 333 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | 15f9c68 | 2022-10-14 15:50:33 +0100 | [diff] [blame] | 334 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 335 | bool toFile = false) |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 336 | { |
Keith Davis | 15f9c68 | 2022-10-14 15:50:33 +0100 | [diff] [blame] | 337 | return Debug3dTest<armnn::DataType::Float32>(workloadFactory, memoryManager, toFile); |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 338 | } |
| 339 | |
| 340 | LayerTestResult<float, 2> Debug2dFloat32Test( |
| 341 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | 15f9c68 | 2022-10-14 15:50:33 +0100 | [diff] [blame] | 342 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 343 | bool toFile = false) |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 344 | { |
Keith Davis | 15f9c68 | 2022-10-14 15:50:33 +0100 | [diff] [blame] | 345 | return Debug2dTest<armnn::DataType::Float32>(workloadFactory, memoryManager, toFile); |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 346 | } |
| 347 | |
| 348 | LayerTestResult<float, 1> Debug1dFloat32Test( |
| 349 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | 15f9c68 | 2022-10-14 15:50:33 +0100 | [diff] [blame] | 350 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 351 | bool toFile = false) |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 352 | { |
Keith Davis | 15f9c68 | 2022-10-14 15:50:33 +0100 | [diff] [blame] | 353 | return Debug1dTest<armnn::DataType::Float32>(workloadFactory, memoryManager, toFile); |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 354 | } |
| 355 | |
Narumol Prangnawarat | 403a185 | 2020-03-12 14:24:13 +0000 | [diff] [blame] | 356 | LayerTestResult<armnn::BFloat16, 4> Debug4dBFloat16Test( |
| 357 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | 15f9c68 | 2022-10-14 15:50:33 +0100 | [diff] [blame] | 358 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 359 | bool toFile = false) |
Narumol Prangnawarat | 403a185 | 2020-03-12 14:24:13 +0000 | [diff] [blame] | 360 | { |
Keith Davis | 15f9c68 | 2022-10-14 15:50:33 +0100 | [diff] [blame] | 361 | return Debug4dTest<armnn::DataType::BFloat16>(workloadFactory, memoryManager, toFile); |
Narumol Prangnawarat | 403a185 | 2020-03-12 14:24:13 +0000 | [diff] [blame] | 362 | } |
| 363 | |
| 364 | LayerTestResult<armnn::BFloat16, 3> Debug3dBFloat16Test( |
| 365 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | 15f9c68 | 2022-10-14 15:50:33 +0100 | [diff] [blame] | 366 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 367 | bool toFile = false) |
Narumol Prangnawarat | 403a185 | 2020-03-12 14:24:13 +0000 | [diff] [blame] | 368 | { |
Keith Davis | 15f9c68 | 2022-10-14 15:50:33 +0100 | [diff] [blame] | 369 | return Debug3dTest<armnn::DataType::BFloat16>(workloadFactory, memoryManager, toFile); |
Narumol Prangnawarat | 403a185 | 2020-03-12 14:24:13 +0000 | [diff] [blame] | 370 | } |
| 371 | |
| 372 | LayerTestResult<armnn::BFloat16, 2> Debug2dBFloat16Test( |
| 373 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | 15f9c68 | 2022-10-14 15:50:33 +0100 | [diff] [blame] | 374 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 375 | bool toFile = false) |
Narumol Prangnawarat | 403a185 | 2020-03-12 14:24:13 +0000 | [diff] [blame] | 376 | { |
Keith Davis | 15f9c68 | 2022-10-14 15:50:33 +0100 | [diff] [blame] | 377 | return Debug2dTest<armnn::DataType::BFloat16>(workloadFactory, memoryManager, toFile); |
Narumol Prangnawarat | 403a185 | 2020-03-12 14:24:13 +0000 | [diff] [blame] | 378 | } |
| 379 | |
| 380 | LayerTestResult<armnn::BFloat16, 1> Debug1dBFloat16Test( |
| 381 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | 15f9c68 | 2022-10-14 15:50:33 +0100 | [diff] [blame] | 382 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 383 | bool toFile = false) |
Narumol Prangnawarat | 403a185 | 2020-03-12 14:24:13 +0000 | [diff] [blame] | 384 | { |
Keith Davis | 15f9c68 | 2022-10-14 15:50:33 +0100 | [diff] [blame] | 385 | return Debug1dTest<armnn::DataType::BFloat16>(workloadFactory, memoryManager, toFile); |
Narumol Prangnawarat | 403a185 | 2020-03-12 14:24:13 +0000 | [diff] [blame] | 386 | } |
| 387 | |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 388 | LayerTestResult<uint8_t, 4> Debug4dUint8Test( |
| 389 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | 15f9c68 | 2022-10-14 15:50:33 +0100 | [diff] [blame] | 390 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 391 | bool toFile = false) |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 392 | { |
Keith Davis | 15f9c68 | 2022-10-14 15:50:33 +0100 | [diff] [blame] | 393 | return Debug4dTest<armnn::DataType::QAsymmU8>(workloadFactory, memoryManager, toFile); |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 394 | } |
| 395 | |
| 396 | LayerTestResult<uint8_t, 3> Debug3dUint8Test( |
| 397 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | 15f9c68 | 2022-10-14 15:50:33 +0100 | [diff] [blame] | 398 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 399 | bool toFile = false) |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 400 | { |
Keith Davis | 15f9c68 | 2022-10-14 15:50:33 +0100 | [diff] [blame] | 401 | return Debug3dTest<armnn::DataType::QAsymmU8>(workloadFactory, memoryManager, toFile); |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 402 | } |
| 403 | |
| 404 | LayerTestResult<uint8_t, 2> Debug2dUint8Test( |
| 405 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | 15f9c68 | 2022-10-14 15:50:33 +0100 | [diff] [blame] | 406 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 407 | bool toFile = false) |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 408 | { |
Keith Davis | 15f9c68 | 2022-10-14 15:50:33 +0100 | [diff] [blame] | 409 | return Debug2dTest<armnn::DataType::QAsymmU8>(workloadFactory, memoryManager, toFile); |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 410 | } |
| 411 | |
| 412 | LayerTestResult<uint8_t, 1> Debug1dUint8Test( |
| 413 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | 15f9c68 | 2022-10-14 15:50:33 +0100 | [diff] [blame] | 414 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 415 | bool toFile = false) |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 416 | { |
Keith Davis | 15f9c68 | 2022-10-14 15:50:33 +0100 | [diff] [blame] | 417 | return Debug1dTest<armnn::DataType::QAsymmU8>(workloadFactory, memoryManager, toFile); |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 418 | } |
| 419 | |
| 420 | LayerTestResult<int16_t, 4> Debug4dInt16Test( |
| 421 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | 15f9c68 | 2022-10-14 15:50:33 +0100 | [diff] [blame] | 422 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 423 | bool toFile = false) |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 424 | { |
Keith Davis | 15f9c68 | 2022-10-14 15:50:33 +0100 | [diff] [blame] | 425 | return Debug4dTest<armnn::DataType::QSymmS16>(workloadFactory, memoryManager, toFile); |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 426 | } |
| 427 | |
| 428 | LayerTestResult<int16_t, 3> Debug3dInt16Test( |
| 429 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | 15f9c68 | 2022-10-14 15:50:33 +0100 | [diff] [blame] | 430 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 431 | bool toFile = false) |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 432 | { |
Keith Davis | 15f9c68 | 2022-10-14 15:50:33 +0100 | [diff] [blame] | 433 | return Debug3dTest<armnn::DataType::QSymmS16>(workloadFactory, memoryManager, toFile); |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 434 | } |
| 435 | |
| 436 | LayerTestResult<int16_t, 2> Debug2dInt16Test( |
| 437 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | 15f9c68 | 2022-10-14 15:50:33 +0100 | [diff] [blame] | 438 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 439 | bool toFile = false) |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 440 | { |
Keith Davis | 15f9c68 | 2022-10-14 15:50:33 +0100 | [diff] [blame] | 441 | return Debug2dTest<armnn::DataType::QSymmS16>(workloadFactory, memoryManager, toFile); |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 442 | } |
| 443 | |
| 444 | LayerTestResult<int16_t, 1> Debug1dInt16Test( |
| 445 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | 15f9c68 | 2022-10-14 15:50:33 +0100 | [diff] [blame] | 446 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 447 | bool toFile = false) |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 448 | { |
Keith Davis | 15f9c68 | 2022-10-14 15:50:33 +0100 | [diff] [blame] | 449 | return Debug1dTest<armnn::DataType::QSymmS16>(workloadFactory, memoryManager, toFile); |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 450 | } |