LogTestImpl.hpp File Reference

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

Go to the source code of this file.

Functions
template<armnn::DataType ArmnnType, typename T = armnn::ResolveType<ArmnnType>>
LayerTestResult< T, 2 >	Log2dTest (armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
template<armnn::DataType ArmnnType, typename T = armnn::ResolveType<ArmnnType>>
LayerTestResult< T, 3 >	Log3dTest (armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
template<armnn::DataType ArmnnType, typename T = armnn::ResolveType<ArmnnType>>
LayerTestResult< T, 2 >	LogZeroTest (armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
template<armnn::DataType ArmnnType, typename T = armnn::ResolveType<ArmnnType>>
LayerTestResult< T, 2 >	LogNegativeTest (armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)

Function Documentation

Log2dTest()

LayerTestResult<T, 2> Log2dTest	(	armnn::IWorkloadFactory &	workloadFactory,
		const armnn::IBackendInternal::IMemoryManagerSharedPtr &	memoryManager,
		const armnn::ITensorHandleFactory &	tensorHandleFactory
	)

Definition at line 10 of file LogTestImpl.cpp.

References armnn::Log.

{
    const unsigned int inputShape[] = { 2, 2 };

    std::vector<float> inputValues
    {
        3.0f, 2.7182818284f,
        1.0f, 1.1f
    };

    std::vector<float> expectedOutputValues
    {
        1.09861228867f, 0.99999999997f,
        0.0f, 0.0953101798f
    };

    return ElementwiseUnaryTestHelper<2, ArmnnType>(
        workloadFactory,
        memoryManager,
        armnn::UnaryOperation::Log,
        inputShape,
        inputValues,
        inputShape,
        expectedOutputValues,
        tensorHandleFactory);
}

Log3dTest()

LayerTestResult<T, 3> Log3dTest	(	armnn::IWorkloadFactory &	workloadFactory,
		const armnn::IBackendInternal::IMemoryManagerSharedPtr &	memoryManager,
		const armnn::ITensorHandleFactory &	tensorHandleFactory
	)

Definition at line 41 of file LogTestImpl.cpp.

References armnn::Log.

{
    const unsigned int inputShape[] = { 3, 1, 2 };

    std::vector<float> inputValues
    {
        5.0f, 4.0f,
        3.0f, 2.7182818284f,
        1.0f, 1.1f
    };

    std::vector<float> expectedOutputValues
    {
        1.60943791243f, 1.38629436112f,
        1.09861228867f, 0.99999999997f,
        0.0f, 0.0953101798f
    };

    return ElementwiseUnaryTestHelper<3, ArmnnType>(
        workloadFactory,
        memoryManager,
        armnn::UnaryOperation::Log,
        inputShape,
        inputValues,
        inputShape,
        expectedOutputValues,
        tensorHandleFactory);
}

LogNegativeTest()

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

Definition at line 103 of file LogTestImpl.cpp.

References armnn::Log.

{
    const unsigned int inputShape[] = { 1, 2 };

    std::vector<float> inputValues
    {
        -5.9f, -5.8f
    };

    std::vector<float> expectedOutputValues
    {
        -std::numeric_limits<float>::quiet_NaN(), -std::numeric_limits<float>::quiet_NaN()
    };

    return ElementwiseUnaryTestHelper<2, ArmnnType>(
        workloadFactory,
        memoryManager,
        armnn::UnaryOperation::Log,
        inputShape,
        inputValues,
        inputShape,
        expectedOutputValues,
        tensorHandleFactory);
}

LogZeroTest()

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

Definition at line 74 of file LogTestImpl.cpp.

References armnn::Log.

{
    const unsigned int inputShape[] = { 1, 2 };

    std::vector<float> inputValues
    {
        0.f, 0.f
    };

    std::vector<float> expectedOutputValues
    {
        -std::numeric_limits<float>::infinity(), -std::numeric_limits<float>::infinity()
    };

    return ElementwiseUnaryTestHelper<2, ArmnnType>(
        workloadFactory,
        memoryManager,
        armnn::UnaryOperation::Log,
        inputShape,
        inputValues,
        inputShape,
        expectedOutputValues,
        tensorHandleFactory);
}