diff options
Diffstat (limited to 'src/backends/backendsCommon/test/layerTests')
| -rw-r--r-- | src/backends/backendsCommon/test/layerTests/ExpTestImpl.cpp | 185 | ||||
| -rw-r--r-- | src/backends/backendsCommon/test/layerTests/ExpTestImpl.hpp | 33 |
2 files changed, 218 insertions, 0 deletions
diff --git a/src/backends/backendsCommon/test/layerTests/ExpTestImpl.cpp b/src/backends/backendsCommon/test/layerTests/ExpTestImpl.cpp new file mode 100644 index 0000000000..6e68ade1a4 --- /dev/null +++ b/src/backends/backendsCommon/test/layerTests/ExpTestImpl.cpp @@ -0,0 +1,185 @@ +// +// Copyright © 2020 Arm Ltd. All rights reserved. +// SPDX-License-Identifier: MIT +// + +#include "ExpTestImpl.hpp" +#include "ElementwiseUnaryTestImpl.hpp" + +template<armnn::DataType ArmnnType, typename T> +LayerTestResult<T, 2> Exp2dTest( + armnn::IWorkloadFactory& workloadFactory, + const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager) +{ + const unsigned int inputShape[] = { 2, 2 }; + + std::vector<float> inputValues + { + 3.0f, 2.0f, + 1.0f, 1.1f + }; + + std::vector<float> expectedOutputValues + { + 20.085536923188f, 7.389056098931f, + 2.718281828459f, 3.004166023946f + }; + + return ElementwiseUnaryTestHelper<2, ArmnnType>( + workloadFactory, + memoryManager, + armnn::UnaryOperation::Exp, + inputShape, + inputValues, + inputShape, + expectedOutputValues); +} + +template<armnn::DataType ArmnnType, typename T> +LayerTestResult<T, 3> Exp3dTest( + armnn::IWorkloadFactory& workloadFactory, + const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager) +{ + const unsigned int inputShape[] = { 3, 1, 2 }; + + std::vector<float> inputValues + { + 5.0f, 4.0f, + 3.0f, 2.0f, + 1.0f, 1.1f + }; + + std::vector<float> expectedOutputValues + { + 148.413159102577f, 54.598150033144f, + 20.085536923188f, 7.389056098931f, + 2.718281828459f, 3.004166023946f + }; + + return ElementwiseUnaryTestHelper<3, ArmnnType>( + workloadFactory, + memoryManager, + armnn::UnaryOperation::Exp, + inputShape, + inputValues, + inputShape, + expectedOutputValues); +} + +template<armnn::DataType ArmnnType, typename T> +LayerTestResult<T, 2> ExpZeroTest( + armnn::IWorkloadFactory& workloadFactory, + const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager) +{ + const unsigned int inputShape[] = { 1, 2 }; + + std::vector<float> inputValues + { + 0.f, 0.f + }; + + std::vector<float> expectedOutputValues + { + 1.0f, 1.0f + }; + + return ElementwiseUnaryTestHelper<2, ArmnnType>( + workloadFactory, + memoryManager, + armnn::UnaryOperation::Exp, + inputShape, + inputValues, + inputShape, + expectedOutputValues); +} + +template<armnn::DataType ArmnnType, typename T> +LayerTestResult<T, 2> ExpNegativeTest( + armnn::IWorkloadFactory& workloadFactory, + const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager) +{ + const unsigned int inputShape[] = { 1, 2 }; + + std::vector<float> inputValues + { + -5.9f, -5.8f + }; + + std::vector<float> expectedOutputValues + { + 0.0027394448187683684f, 0.0030275547453758153f, + }; + + return ElementwiseUnaryTestHelper<2, ArmnnType>( + workloadFactory, + memoryManager, + armnn::UnaryOperation::Exp, + inputShape, + inputValues, + inputShape, + expectedOutputValues); +} + +// +// Explicit template specializations +// + +template LayerTestResult<armnn::ResolveType<armnn::DataType::Float32>, 2> +Exp2dTest<armnn::DataType::Float32>( + armnn::IWorkloadFactory& workloadFactory, + const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); + +template LayerTestResult<armnn::ResolveType<armnn::DataType::Float16>, 2> +Exp2dTest<armnn::DataType::Float16>( + armnn::IWorkloadFactory& workloadFactory, + const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); + +template LayerTestResult<armnn::ResolveType<armnn::DataType::QAsymmS8>, 2> +Exp2dTest<armnn::DataType::QAsymmS8>( + armnn::IWorkloadFactory& workloadFactory, + const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); + +template LayerTestResult<armnn::ResolveType<armnn::DataType::QAsymmU8>, 2> +Exp2dTest<armnn::DataType::QAsymmU8>( + armnn::IWorkloadFactory& workloadFactory, + const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); + +template LayerTestResult<armnn::ResolveType<armnn::DataType::QSymmS16>, 2> +Exp2dTest<armnn::DataType::QSymmS16>( + armnn::IWorkloadFactory& workloadFactory, + const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); + +template LayerTestResult<armnn::ResolveType<armnn::DataType::Float32>, 3> +Exp3dTest<armnn::DataType::Float32>( + armnn::IWorkloadFactory& workloadFactory, + const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); + +template LayerTestResult<armnn::ResolveType<armnn::DataType::Float16>, 3> +Exp3dTest<armnn::DataType::Float16>( + armnn::IWorkloadFactory& workloadFactory, + const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); + +template LayerTestResult<armnn::ResolveType<armnn::DataType::QAsymmS8>, 3> +Exp3dTest<armnn::DataType::QAsymmS8>( + armnn::IWorkloadFactory& workloadFactory, + const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); + +template LayerTestResult<armnn::ResolveType<armnn::DataType::QAsymmU8>, 3> +Exp3dTest<armnn::DataType::QAsymmU8>( + armnn::IWorkloadFactory& workloadFactory, + const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); + +template LayerTestResult<armnn::ResolveType<armnn::DataType::QSymmS16>, 3> +Exp3dTest<armnn::DataType::QSymmS16>( + armnn::IWorkloadFactory& workloadFactory, + const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); + +template LayerTestResult<armnn::ResolveType<armnn::DataType::Float32>, 2> +ExpZeroTest<armnn::DataType::Float32>( + armnn::IWorkloadFactory& workloadFactory, + const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); + +template LayerTestResult<armnn::ResolveType<armnn::DataType::Float32>, 2> +ExpNegativeTest<armnn::DataType::Float32>( + armnn::IWorkloadFactory& workloadFactory, + const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
\ No newline at end of file diff --git a/src/backends/backendsCommon/test/layerTests/ExpTestImpl.hpp b/src/backends/backendsCommon/test/layerTests/ExpTestImpl.hpp new file mode 100644 index 0000000000..2d49ba9863 --- /dev/null +++ b/src/backends/backendsCommon/test/layerTests/ExpTestImpl.hpp @@ -0,0 +1,33 @@ +// +// Copyright © 2020 Arm Ltd. All rights reserved. +// SPDX-License-Identifier: MIT +// + +#pragma once + +#include "LayerTestResult.hpp" + +#include <ResolveType.hpp> + +#include <armnn/backends/IBackendInternal.hpp> +#include <backendsCommon/WorkloadFactory.hpp> + +template<armnn::DataType ArmnnType, typename T = armnn::ResolveType<ArmnnType>> +LayerTestResult<T, 2> Exp2dTest( + armnn::IWorkloadFactory& workloadFactory, + const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); + +template<armnn::DataType ArmnnType, typename T = armnn::ResolveType<ArmnnType>> +LayerTestResult<T, 3> Exp3dTest( + armnn::IWorkloadFactory& workloadFactory, + const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); + +template<armnn::DataType ArmnnType, typename T = armnn::ResolveType<ArmnnType>> +LayerTestResult<T, 2> ExpZeroTest( + armnn::IWorkloadFactory& workloadFactory, + const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); + +template<armnn::DataType ArmnnType, typename T = armnn::ResolveType<ArmnnType>> +LayerTestResult<T, 2> ExpNegativeTest( + armnn::IWorkloadFactory& workloadFactory, + const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |