Sadik Armagan | a097d2a | 2021-11-24 15:47:28 +0000 | [diff] [blame] | 1 | // |
| 2 | // Copyright © 2017 Arm Ltd and Contributors. All rights reserved. |
| 3 | // SPDX-License-Identifier: MIT |
| 4 | // |
| 5 | #pragma once |
| 6 | |
Colm Donelan | c42a987 | 2022-02-02 16:35:09 +0000 | [diff] [blame] | 7 | #include "armnnTestUtils/TensorHelpers.hpp" |
Sadik Armagan | a097d2a | 2021-11-24 15:47:28 +0000 | [diff] [blame] | 8 | |
| 9 | #include <armnn/Logging.hpp> |
| 10 | #include <armnn/Utils.hpp> |
| 11 | #include <reference/RefWorkloadFactory.hpp> |
| 12 | #include <reference/test/RefWorkloadFactoryHelper.hpp> |
| 13 | |
| 14 | #include <backendsCommon/test/WorkloadFactoryHelper.hpp> |
| 15 | |
| 16 | #include <armnnTestUtils/LayerTestResult.hpp> |
| 17 | #include <armnnTestUtils/TensorCopyUtils.hpp> |
Colm Donelan | 0c47974 | 2021-12-10 12:43:54 +0000 | [diff] [blame] | 18 | #include <armnnTestUtils/WorkloadTestUtils.hpp> |
Sadik Armagan | a097d2a | 2021-11-24 15:47:28 +0000 | [diff] [blame] | 19 | |
| 20 | #include <doctest/doctest.h> |
| 21 | |
| 22 | inline void ConfigureLoggingTest() |
| 23 | { |
| 24 | // Configures logging for both the ARMNN library and this test program. |
| 25 | armnn::ConfigureLogging(true, true, armnn::LogSeverity::Fatal); |
| 26 | } |
| 27 | |
| 28 | // The following macros require the caller to have defined FactoryType, with one of the following using statements: |
| 29 | // |
| 30 | // using FactoryType = armnn::RefWorkloadFactory; |
| 31 | // using FactoryType = armnn::ClWorkloadFactory; |
| 32 | // using FactoryType = armnn::NeonWorkloadFactory; |
| 33 | |
| 34 | /// Executes CHECK_MESSAGE on CompareTensors() return value so that the predicate_result message is reported. |
| 35 | /// If the test reports itself as not supported then the tensors are not compared. |
| 36 | /// Additionally this checks that the supportedness reported by the test matches the name of the test. |
| 37 | /// Unsupported tests must be 'tagged' by including "UNSUPPORTED" in their name. |
| 38 | /// This is useful because it clarifies that the feature being tested is not actually supported |
| 39 | /// (a passed test with the name of a feature would imply that feature was supported). |
| 40 | /// If support is added for a feature, the test case will fail because the name incorrectly contains UNSUPPORTED. |
| 41 | /// If support is removed for a feature, the test case will fail because the name doesn't contain UNSUPPORTED. |
| 42 | template <typename T, std::size_t n> |
| 43 | void CompareTestResultIfSupported(const std::string& testName, const LayerTestResult<T, n>& testResult) |
| 44 | { |
| 45 | bool testNameIndicatesUnsupported = testName.find("UNSUPPORTED") != std::string::npos; |
| 46 | CHECK_MESSAGE(testNameIndicatesUnsupported != testResult.m_Supported, |
| 47 | "The test name does not match the supportedness it is reporting"); |
| 48 | if (testResult.m_Supported) |
| 49 | { |
| 50 | auto result = CompareTensors(testResult.m_ActualData, |
| 51 | testResult.m_ExpectedData, |
| 52 | testResult.m_ActualShape, |
| 53 | testResult.m_ExpectedShape, |
| 54 | testResult.m_CompareBoolean); |
| 55 | CHECK_MESSAGE(result.m_Result, result.m_Message.str()); |
| 56 | } |
| 57 | } |
| 58 | |
| 59 | template <typename T, std::size_t n> |
| 60 | void CompareTestResultIfSupported(const std::string& testName, const std::vector<LayerTestResult<T, n>>& testResult) |
| 61 | { |
| 62 | bool testNameIndicatesUnsupported = testName.find("UNSUPPORTED") != std::string::npos; |
| 63 | for (unsigned int i = 0; i < testResult.size(); ++i) |
| 64 | { |
| 65 | CHECK_MESSAGE(testNameIndicatesUnsupported != testResult[i].m_Supported, |
| 66 | "The test name does not match the supportedness it is reporting"); |
| 67 | if (testResult[i].m_Supported) |
| 68 | { |
| 69 | auto result = CompareTensors(testResult[i].m_ActualData, |
| 70 | testResult[i].m_ExpectedData, |
| 71 | testResult[i].m_ActualShape, |
| 72 | testResult[i].m_ExpectedShape); |
| 73 | CHECK_MESSAGE(result.m_Result, result.m_Message.str()); |
| 74 | } |
| 75 | } |
| 76 | } |
| 77 | |
| 78 | template<typename FactoryType, typename TFuncPtr, typename... Args> |
| 79 | void RunTestFunction(const char* testName, TFuncPtr testFunction, Args... args) |
| 80 | { |
| 81 | std::unique_ptr<armnn::IProfiler> profiler = std::make_unique<armnn::IProfiler>(); |
| 82 | armnn::ProfilerManager::GetInstance().RegisterProfiler(profiler.get()); |
| 83 | |
| 84 | auto memoryManager = WorkloadFactoryHelper<FactoryType>::GetMemoryManager(); |
| 85 | FactoryType workloadFactory = WorkloadFactoryHelper<FactoryType>::GetFactory(memoryManager); |
| 86 | |
| 87 | auto testResult = (*testFunction)(workloadFactory, memoryManager, args...); |
| 88 | CompareTestResultIfSupported(testName, testResult); |
| 89 | |
| 90 | armnn::ProfilerManager::GetInstance().RegisterProfiler(nullptr); |
| 91 | } |
| 92 | |
| 93 | |
| 94 | template<typename FactoryType, typename TFuncPtr, typename... Args> |
| 95 | void RunTestFunctionUsingTensorHandleFactory(const char* testName, TFuncPtr testFunction, Args... args) |
| 96 | { |
| 97 | std::unique_ptr<armnn::IProfiler> profiler = std::make_unique<armnn::IProfiler>(); |
| 98 | armnn::ProfilerManager::GetInstance().RegisterProfiler(profiler.get()); |
| 99 | |
| 100 | auto memoryManager = WorkloadFactoryHelper<FactoryType>::GetMemoryManager(); |
| 101 | FactoryType workloadFactory = WorkloadFactoryHelper<FactoryType>::GetFactory(memoryManager); |
| 102 | |
| 103 | auto tensorHandleFactory = WorkloadFactoryHelper<FactoryType>::GetTensorHandleFactory(memoryManager); |
| 104 | |
| 105 | auto testResult = (*testFunction)(workloadFactory, memoryManager, tensorHandleFactory, args...); |
| 106 | CompareTestResultIfSupported(testName, testResult); |
| 107 | |
| 108 | armnn::ProfilerManager::GetInstance().RegisterProfiler(nullptr); |
| 109 | } |
| 110 | |
| 111 | #define ARMNN_SIMPLE_TEST_CASE(TestName, TestFunction) \ |
| 112 | TEST_CASE(#TestName) \ |
| 113 | { \ |
| 114 | TestFunction(); \ |
| 115 | } |
| 116 | |
| 117 | #define ARMNN_AUTO_TEST_CASE(TestName, TestFunction, ...) \ |
| 118 | TEST_CASE(#TestName) \ |
| 119 | { \ |
| 120 | RunTestFunction<FactoryType>(#TestName, &TestFunction, ##__VA_ARGS__); \ |
| 121 | } |
| 122 | |
| 123 | #define ARMNN_AUTO_TEST_FIXTURE(TestName, Fixture, TestFunction, ...) \ |
| 124 | TEST_CASE_FIXTURE(Fixture, #TestName) \ |
| 125 | { \ |
| 126 | RunTestFunction<FactoryType>(#TestName, &TestFunction, ##__VA_ARGS__); \ |
| 127 | } |
| 128 | |
| 129 | #define ARMNN_AUTO_TEST_CASE_WITH_THF(TestName, TestFunction, ...) \ |
| 130 | TEST_CASE(#TestName) \ |
| 131 | { \ |
| 132 | RunTestFunctionUsingTensorHandleFactory<FactoryType>(#TestName, &TestFunction, ##__VA_ARGS__); \ |
| 133 | } |
| 134 | |
| 135 | #define ARMNN_AUTO_TEST_FIXTURE_WITH_THF(TestName, Fixture, TestFunction, ...) \ |
| 136 | TEST_CASE_FIXTURE(Fixture, #TestName) \ |
| 137 | { \ |
| 138 | RunTestFunctionUsingTensorHandleFactory<FactoryType>(#TestName, &TestFunction, ##__VA_ARGS__); \ |
| 139 | } |
| 140 | |
| 141 | template<typename FactoryType, typename TFuncPtr, typename... Args> |
| 142 | void CompareRefTestFunction(const char* testName, TFuncPtr testFunction, Args... args) |
| 143 | { |
| 144 | auto memoryManager = WorkloadFactoryHelper<FactoryType>::GetMemoryManager(); |
| 145 | FactoryType workloadFactory = WorkloadFactoryHelper<FactoryType>::GetFactory(memoryManager); |
| 146 | |
| 147 | armnn::RefWorkloadFactory refWorkloadFactory; |
| 148 | |
| 149 | auto testResult = (*testFunction)(workloadFactory, memoryManager, refWorkloadFactory, args...); |
| 150 | CompareTestResultIfSupported(testName, testResult); |
| 151 | } |
| 152 | |
| 153 | template<typename FactoryType, typename TFuncPtr, typename... Args> |
| 154 | void CompareRefTestFunctionUsingTensorHandleFactory(const char* testName, TFuncPtr testFunction, Args... args) |
| 155 | { |
| 156 | auto memoryManager = WorkloadFactoryHelper<FactoryType>::GetMemoryManager(); |
| 157 | FactoryType workloadFactory = WorkloadFactoryHelper<FactoryType>::GetFactory(memoryManager); |
Matthew Bentham | 79bb653 | 2022-02-11 08:29:42 +0000 | [diff] [blame] | 158 | auto tensorHandleFactory = WorkloadFactoryHelper<FactoryType>::GetTensorHandleFactory(memoryManager); |
Sadik Armagan | a097d2a | 2021-11-24 15:47:28 +0000 | [diff] [blame] | 159 | |
| 160 | armnn::RefWorkloadFactory refWorkloadFactory; |
Matthew Bentham | 79bb653 | 2022-02-11 08:29:42 +0000 | [diff] [blame] | 161 | auto refMemoryManager = WorkloadFactoryHelper<armnn::RefWorkloadFactory>::GetMemoryManager(); |
| 162 | auto refTensorHandleFactory = RefWorkloadFactoryHelper::GetTensorHandleFactory(refMemoryManager); |
Sadik Armagan | a097d2a | 2021-11-24 15:47:28 +0000 | [diff] [blame] | 163 | |
| 164 | auto testResult = (*testFunction)( |
| 165 | workloadFactory, memoryManager, refWorkloadFactory, tensorHandleFactory, refTensorHandleFactory, args...); |
| 166 | CompareTestResultIfSupported(testName, testResult); |
| 167 | } |
| 168 | |
| 169 | #define ARMNN_COMPARE_REF_AUTO_TEST_CASE(TestName, TestFunction, ...) \ |
| 170 | TEST_CASE(#TestName) \ |
| 171 | { \ |
| 172 | CompareRefTestFunction<FactoryType>(#TestName, &TestFunction, ##__VA_ARGS__); \ |
| 173 | } |
| 174 | |
| 175 | #define ARMNN_COMPARE_REF_AUTO_TEST_CASE_WITH_THF(TestName, TestFunction, ...) \ |
| 176 | TEST_CASE(#TestName) \ |
| 177 | { \ |
| 178 | CompareRefTestFunctionUsingTensorHandleFactory<FactoryType>(#TestName, &TestFunction, ##__VA_ARGS__); \ |
| 179 | } |
| 180 | |
| 181 | #define ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(TestName, Fixture, TestFunction, ...) \ |
| 182 | TEST_CASE_FIXTURE(Fixture, #TestName) \ |
| 183 | { \ |
| 184 | CompareRefTestFunction<FactoryType>(#TestName, &TestFunction, ##__VA_ARGS__); \ |
| 185 | } |
| 186 | |
| 187 | #define ARMNN_COMPARE_REF_FIXTURE_TEST_CASE_WITH_THF(TestName, Fixture, TestFunction, ...) \ |
| 188 | TEST_CASE_FIXTURE(Fixture, #TestName) \ |
| 189 | { \ |
| 190 | CompareRefTestFunctionUsingTensorHandleFactory<FactoryType>(#TestName, &TestFunction, ##__VA_ARGS__); \ |
| 191 | } |