diff options
Diffstat (limited to 'src/backends/backendsCommon/test/layerTests/ActivationTestImpl.cpp')
-rw-r--r-- | src/backends/backendsCommon/test/layerTests/ActivationTestImpl.cpp | 58 |
1 files changed, 58 insertions, 0 deletions
diff --git a/src/backends/backendsCommon/test/layerTests/ActivationTestImpl.cpp b/src/backends/backendsCommon/test/layerTests/ActivationTestImpl.cpp index 3f5e6c39e3..1b6e782060 100644 --- a/src/backends/backendsCommon/test/layerTests/ActivationTestImpl.cpp +++ b/src/backends/backendsCommon/test/layerTests/ActivationTestImpl.cpp @@ -1016,6 +1016,64 @@ LayerTestResult<int16_t, 4> TanhInt16Test( } +template<armnn::DataType ArmnnType, typename T = armnn::ResolveType<ArmnnType>> +LayerTestResult<T, 4> EluTestCommon( + armnn::IWorkloadFactory& workloadFactory, + const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, + float qScale, + int32_t qOffset) +{ + std::vector<float> inputData = { + -0.1f, -0.2f, -0.3f, -0.4f, + 0.1f, 0.2f, 0.3f, 0.4f, + -1.0f, -2.0f, -3.0f, -4.0f, + 1.0f, 2.0f, 3.0f, 4.0f + }; + + + const float a = 0.01f; + // Calculate output values for input. + auto f = [a](float value) + { + return (value >= 0) ? value : a * (expf(value) - 1); + }; + std::vector<float> outputExpectedData(inputData.size()); + std::transform(inputData.begin(), inputData.end(), outputExpectedData.begin(), f); + + return SimpleActivationTest<ArmnnType>(workloadFactory, + memoryManager, + armnn::ActivationFunction::Elu, + a, + 0.0f, + qScale, + qOffset, + inputData, + qScale, + qOffset, + outputExpectedData); +} + +LayerTestResult<float, 4> EluTest( + armnn::IWorkloadFactory& workloadFactory, + const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager) +{ + return EluTestCommon<armnn::DataType::Float32>(workloadFactory, memoryManager, 0.1f, 0); +} + +LayerTestResult<uint8_t, 4> EluUint8Test( + armnn::IWorkloadFactory& workloadFactory, + const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager) +{ + return EluTestCommon<armnn::DataType::QAsymmU8>(workloadFactory, memoryManager, 0.1f, 64); +} + +LayerTestResult<int16_t, 4> EluInt16Test( + armnn::IWorkloadFactory& workloadFactory, + const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager) +{ + return EluTestCommon<armnn::DataType::QSymmS16>(workloadFactory, memoryManager, 0.1f, 0); +} + template<armnn::DataType ArmnnType, typename T = armnn::ResolveType<ArmnnType>> LayerTestResult<T,4> CompareActivationTestImpl( |