ExpTestImpl.hpp File Reference

#include "LayerTestResult.hpp"
#include <ResolveType.hpp>
#include <armnn/backends/IBackendInternal.hpp>
#include <backendsCommon/WorkloadFactory.hpp>

Go to the source code of this file.

Functions
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)

Function Documentation

Exp2dTest()

LayerTestResult<T, 2> Exp2dTest	(	armnn::IWorkloadFactory &	workloadFactory,
		const armnn::IBackendInternal::IMemoryManagerSharedPtr &	memoryManager
	)

Definition at line 10 of file ExpTestImpl.cpp.

References armnn::Exp.

{
    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);
}

Exp3dTest()

LayerTestResult<T, 3> Exp3dTest	(	armnn::IWorkloadFactory &	workloadFactory,
		const armnn::IBackendInternal::IMemoryManagerSharedPtr &	memoryManager
	)

Definition at line 39 of file ExpTestImpl.cpp.

References armnn::Exp.

{
    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);
}

ExpNegativeTest()

LayerTestResult<T, 2> ExpNegativeTest	(	armnn::IWorkloadFactory &	workloadFactory,
		const armnn::IBackendInternal::IMemoryManagerSharedPtr &	memoryManager
	)

Definition at line 97 of file ExpTestImpl.cpp.

References armnn::Exp.

{
    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);
}

ExpZeroTest()

LayerTestResult<T, 2> ExpZeroTest	(	armnn::IWorkloadFactory &	workloadFactory,
		const armnn::IBackendInternal::IMemoryManagerSharedPtr &	memoryManager
	)

Definition at line 70 of file ExpTestImpl.cpp.

References armnn::Exp.

{
    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);
}