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