ArmNN
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#include "ActivationTestImpl.hpp"
#include <QuantizeHelper.hpp>
#include <ResolveType.hpp>
#include <backendsCommon/test/ActivationFixture.hpp>
#include <backendsCommon/test/TensorCopyUtils.hpp>
#include <backendsCommon/test/WorkloadTestUtils.hpp>
#include <test/TensorHelpers.hpp>
#include <boost/multi_array.hpp>
#include <algorithm>
Go to the source code of this file.
LayerTestResult<int16_t, 4> AbsInt16Test | ( | armnn::IWorkloadFactory & | workloadFactory, |
const armnn::IBackendInternal::IMemoryManagerSharedPtr & | memoryManager | ||
) |
Definition at line 785 of file ActivationTestImpl.cpp.
LayerTestResult<float, 4> AbsTest | ( | armnn::IWorkloadFactory & | workloadFactory, |
const armnn::IBackendInternal::IMemoryManagerSharedPtr & | memoryManager | ||
) |
Definition at line 771 of file ActivationTestImpl.cpp.
LayerTestResult<T, 4> AbsTestCommon | ( | armnn::IWorkloadFactory & | workloadFactory, |
const armnn::IBackendInternal::IMemoryManagerSharedPtr & | memoryManager, | ||
float | qScale, | ||
int32_t | qOffset | ||
) |
LayerTestResult<uint8_t, 4> AbsUint8Test | ( | armnn::IWorkloadFactory & | workloadFactory, |
const armnn::IBackendInternal::IMemoryManagerSharedPtr & | memoryManager | ||
) |
Definition at line 778 of file ActivationTestImpl.cpp.
LayerTestResult<int16_t, 4> BoundedReLuInt16Test | ( | armnn::IWorkloadFactory & | workloadFactory, |
const armnn::IBackendInternal::IMemoryManagerSharedPtr & | memoryManager | ||
) |
Definition at line 614 of file ActivationTestImpl.cpp.
LayerTestResult<T, 4> BoundedReLuTestCommon | ( | armnn::IWorkloadFactory & | workloadFactory, |
const armnn::IBackendInternal::IMemoryManagerSharedPtr & | memoryManager, | ||
float | upperBound, | ||
float | lowerBound, | ||
float | inputScale, | ||
int32_t | inputOffset, | ||
float | outputScale, | ||
int32_t | outputOffset, | ||
const std::vector< T > & | inputData, | ||
const std::vector< T > & | outputExpectedData, | ||
unsigned int | inputWidth, | ||
unsigned int | inputHeight, | ||
unsigned int | inputChannels, | ||
unsigned int | inputBatchSize | ||
) |
Definition at line 23 of file ActivationTestImpl.cpp.
References armnn::BoundedReLu, CopyDataFromITensorHandle(), CopyDataToITensorHandle(), IWorkloadFactory::CreateActivation(), IWorkloadFactory::CreateTensorHandle(), ActivationDescriptor::m_A, ActivationDescriptor::m_B, ActivationDescriptor::m_Function, QueueDescriptorWithParameters< LayerDescriptor >::m_Parameters, LayerTestResult< T, n >::output, LayerTestResult< T, n >::outputExpected, and TensorInfo::SetQuantizationScale().
LayerTestResult<T, 4> BoundedReLuTestCommon | ( | armnn::IWorkloadFactory & | workloadFactory, |
const armnn::IBackendInternal::IMemoryManagerSharedPtr & | memoryManager, | ||
float | qScale, | ||
int32_t | qOffset | ||
) |
Definition at line 579 of file ActivationTestImpl.cpp.
References armnn::BoundedReLu.
LayerTestResult<uint8_t, 4> BoundedReLuUint8UpperAndLowerBoundTest | ( | armnn::IWorkloadFactory & | workloadFactory, |
const armnn::IBackendInternal::IMemoryManagerSharedPtr & | memoryManager | ||
) |
Definition at line 184 of file ActivationTestImpl.cpp.
References CopyDataFromITensorHandle(), CopyDataToITensorHandle(), IWorkloadFactory::CreateActivation(), IWorkloadFactory::CreateTensorHandle(), armnn::Float32, armnn::GetInputTensorInfo(), and QueueDescriptorWithParameters< LayerDescriptor >::m_Parameters.
LayerTestResult<uint8_t, 4> BoundedReLuUint8UpperBoundOnlyTest | ( | armnn::IWorkloadFactory & | workloadFactory, |
const armnn::IBackendInternal::IMemoryManagerSharedPtr & | memoryManager | ||
) |
Definition at line 153 of file ActivationTestImpl.cpp.
LayerTestResult<float, 4> BoundedReLuUpperAndLowerBoundTest | ( | armnn::IWorkloadFactory & | workloadFactory, |
const armnn::IBackendInternal::IMemoryManagerSharedPtr & | memoryManager | ||
) |
Definition at line 91 of file ActivationTestImpl.cpp.
LayerTestResult<float, 4> BoundedReLuUpperBoundOnlyTest | ( | armnn::IWorkloadFactory & | workloadFactory, |
const armnn::IBackendInternal::IMemoryManagerSharedPtr & | memoryManager | ||
) |
Definition at line 122 of file ActivationTestImpl.cpp.
LayerTestResult<int16_t,4> CompareActivationInt16Test | ( | armnn::IWorkloadFactory & | workloadFactory, |
const armnn::IBackendInternal::IMemoryManagerSharedPtr & | memoryManager, | ||
armnn::IWorkloadFactory & | refWorkloadFactory, | ||
armnn::ActivationFunction | f | ||
) |
Definition at line 1136 of file ActivationTestImpl.cpp.
LayerTestResult<float,4> CompareActivationTest | ( | armnn::IWorkloadFactory & | workloadFactory, |
const armnn::IBackendInternal::IMemoryManagerSharedPtr & | memoryManager, | ||
armnn::IWorkloadFactory & | refWorkloadFactory, | ||
armnn::ActivationFunction | f, | ||
unsigned int | batchSize | ||
) |
Definition at line 1115 of file ActivationTestImpl.cpp.
LayerTestResult<T,4> CompareActivationTestImpl | ( | armnn::IWorkloadFactory & | workloadFactory, |
const armnn::IBackendInternal::IMemoryManagerSharedPtr & | memoryManager, | ||
armnn::IWorkloadFactory & | refWorkloadFactory, | ||
armnn::ActivationFunction | f, | ||
unsigned int | batchSize = 5 , |
||
float | qScale = 0.0f , |
||
int32_t | qOffset = 0 |
||
) |
Definition at line 1021 of file ActivationTestImpl.cpp.
References CopyDataFromITensorHandle(), CopyDataToITensorHandle(), IWorkloadFactory::CreateActivation(), IWorkloadFactory::CreateTensorHandle(), ActivationDescriptor::m_A, ActivationDescriptor::m_B, ActivationDescriptor::m_Function, QueueDescriptorWithParameters< LayerDescriptor >::m_Parameters, TensorInfo::SetQuantizationOffset(), TensorInfo::SetQuantizationScale(), and armnn::Sqrt.
LayerTestResult<uint8_t,4> CompareActivationUint8Test | ( | armnn::IWorkloadFactory & | workloadFactory, |
const armnn::IBackendInternal::IMemoryManagerSharedPtr & | memoryManager, | ||
armnn::IWorkloadFactory & | refWorkloadFactory, | ||
armnn::ActivationFunction | f | ||
) |
Definition at line 1126 of file ActivationTestImpl.cpp.
LayerTestResult<float, 4> CompareBoundedReLuTest | ( | armnn::IWorkloadFactory & | workloadFactory, |
const armnn::IBackendInternal::IMemoryManagerSharedPtr & | memoryManager, | ||
armnn::IWorkloadFactory & | refWorkloadFactory, | ||
float | upperBound, | ||
float | lowerBound | ||
) |
Definition at line 284 of file ActivationTestImpl.cpp.
References armnn::BoundedReLu, ActivationDescriptor::m_A, ActivationDescriptor::m_B, ActivationDescriptor::m_Function, LayerTestResult< T, n >::output, and LayerTestResult< T, n >::outputExpected.
LayerTestResult<int16_t, 4> ConstantLinearActivationInt16Test | ( | armnn::IWorkloadFactory & | workloadFactory, |
const armnn::IBackendInternal::IMemoryManagerSharedPtr & | memoryManager | ||
) |
Definition at line 383 of file ActivationTestImpl.cpp.
LayerTestResult<float, 4> ConstantLinearActivationTest | ( | armnn::IWorkloadFactory & | workloadFactory, |
const armnn::IBackendInternal::IMemoryManagerSharedPtr & | memoryManager | ||
) |
Definition at line 368 of file ActivationTestImpl.cpp.
LayerTestResult<T,4> ConstantLinearActivationTestCommon | ( | armnn::IWorkloadFactory & | workloadFactory, |
const armnn::IBackendInternal::IMemoryManagerSharedPtr & | memoryManager, | ||
float | qScale = 0.0f , |
||
int32_t | qOffset = 0 |
||
) |
Definition at line 307 of file ActivationTestImpl.cpp.
References CopyDataFromITensorHandle(), CopyDataToITensorHandle(), IWorkloadFactory::CreateActivation(), IWorkloadFactory::CreateTensorHandle(), armnn::Linear, ActivationDescriptor::m_A, ActivationDescriptor::m_B, ActivationDescriptor::m_Function, QueueDescriptorWithParameters< LayerDescriptor >::m_Parameters, LayerTestResult< T, n >::output, LayerTestResult< T, n >::outputExpected, TensorInfo::SetQuantizationOffset(), and TensorInfo::SetQuantizationScale().
LayerTestResult<uint8_t, 4> ConstantLinearActivationUint8Test | ( | armnn::IWorkloadFactory & | workloadFactory, |
const armnn::IBackendInternal::IMemoryManagerSharedPtr & | memoryManager | ||
) |
Definition at line 375 of file ActivationTestImpl.cpp.
LayerTestResult<int16_t, 4> LeakyReLuInt16Test | ( | armnn::IWorkloadFactory & | workloadFactory, |
const armnn::IBackendInternal::IMemoryManagerSharedPtr & | memoryManager | ||
) |
Definition at line 729 of file ActivationTestImpl.cpp.
LayerTestResult<float, 4> LeakyReLuTest | ( | armnn::IWorkloadFactory & | workloadFactory, |
const armnn::IBackendInternal::IMemoryManagerSharedPtr & | memoryManager | ||
) |
Definition at line 715 of file ActivationTestImpl.cpp.
LayerTestResult<T, 4> LeakyReLuTestCommon | ( | armnn::IWorkloadFactory & | workloadFactory, |
const armnn::IBackendInternal::IMemoryManagerSharedPtr & | memoryManager, | ||
float | qScale, | ||
int32_t | qOffset | ||
) |
LayerTestResult<uint8_t, 4> LeakyReLuUint8Test | ( | armnn::IWorkloadFactory & | workloadFactory, |
const armnn::IBackendInternal::IMemoryManagerSharedPtr & | memoryManager | ||
) |
Definition at line 722 of file ActivationTestImpl.cpp.
LayerTestResult<int16_t, 4> ReLuInt16Test | ( | armnn::IWorkloadFactory & | workloadFactory, |
const armnn::IBackendInternal::IMemoryManagerSharedPtr & | memoryManager | ||
) |
Definition at line 555 of file ActivationTestImpl.cpp.
LayerTestResult<float, 4> ReLuTest | ( | armnn::IWorkloadFactory & | workloadFactory, |
const armnn::IBackendInternal::IMemoryManagerSharedPtr & | memoryManager | ||
) |
Definition at line 570 of file ActivationTestImpl.cpp.
LayerTestResult<T, 4> ReLuTestCommon | ( | armnn::IWorkloadFactory & | workloadFactory, |
const armnn::IBackendInternal::IMemoryManagerSharedPtr & | memoryManager, | ||
float | qScale, | ||
int32_t | qOffset | ||
) |
LayerTestResult<uint8_t, 4> ReLuUint8Test | ( | armnn::IWorkloadFactory & | workloadFactory, |
const armnn::IBackendInternal::IMemoryManagerSharedPtr & | memoryManager | ||
) |
Definition at line 563 of file ActivationTestImpl.cpp.
LayerTestResult<T, 4> SimpleActivationTest | ( | armnn::IWorkloadFactory & | workloadFactory, |
const armnn::IBackendInternal::IMemoryManagerSharedPtr & | memoryManager, | ||
armnn::ActivationFunction | activationFunction, | ||
float | activationParameterA, | ||
float | activationParameterB, | ||
float | scale, | ||
int32_t | offset, | ||
const std::vector< float > & | inputData, | ||
float | outScale, | ||
int32_t | outOffset, | ||
const std::vector< float > & | outputExpectedData | ||
) |
Definition at line 392 of file ActivationTestImpl.cpp.
References CopyDataFromITensorHandle(), CopyDataToITensorHandle(), IWorkloadFactory::CreateActivation(), IWorkloadFactory::CreateTensorHandle(), ActivationDescriptor::m_A, ActivationDescriptor::m_B, ActivationDescriptor::m_Function, QueueDescriptorWithParameters< LayerDescriptor >::m_Parameters, LayerTestResult< T, n >::output, LayerTestResult< T, n >::outputExpected, and TensorInfo::SetQuantizationScale().
LayerTestResult<int16_t, 4> SimpleSigmoidInt16Test | ( | armnn::IWorkloadFactory & | workloadFactory, |
const armnn::IBackendInternal::IMemoryManagerSharedPtr & | memoryManager | ||
) |
Definition at line 513 of file ActivationTestImpl.cpp.
LayerTestResult<float, 4> SimpleSigmoidTest | ( | armnn::IWorkloadFactory & | workloadFactory, |
const armnn::IBackendInternal::IMemoryManagerSharedPtr & | memoryManager | ||
) |
Definition at line 499 of file ActivationTestImpl.cpp.
LayerTestResult<T, 4> SimpleSigmoidTestCommon | ( | armnn::IWorkloadFactory & | workloadFactory, |
const armnn::IBackendInternal::IMemoryManagerSharedPtr & | memoryManager, | ||
float | qScale, | ||
int32_t | qOffset | ||
) |
LayerTestResult<uint8_t, 4> SimpleSigmoidUint8Test | ( | armnn::IWorkloadFactory & | workloadFactory, |
const armnn::IBackendInternal::IMemoryManagerSharedPtr & | memoryManager | ||
) |
Definition at line 506 of file ActivationTestImpl.cpp.
LayerTestResult<int16_t, 4> SoftReLuInt16Test | ( | armnn::IWorkloadFactory & | workloadFactory, |
const armnn::IBackendInternal::IMemoryManagerSharedPtr & | memoryManager | ||
) |
Definition at line 672 of file ActivationTestImpl.cpp.
LayerTestResult<float, 4> SoftReLuTest | ( | armnn::IWorkloadFactory & | workloadFactory, |
const armnn::IBackendInternal::IMemoryManagerSharedPtr & | memoryManager | ||
) |
Definition at line 658 of file ActivationTestImpl.cpp.
LayerTestResult<T, 4> SoftReLuTestCommon | ( | armnn::IWorkloadFactory & | workloadFactory, |
const armnn::IBackendInternal::IMemoryManagerSharedPtr & | memoryManager, | ||
float | qScale, | ||
int32_t | qOffset | ||
) |
LayerTestResult<uint8_t, 4> SoftReLuUint8Test | ( | armnn::IWorkloadFactory & | workloadFactory, |
const armnn::IBackendInternal::IMemoryManagerSharedPtr & | memoryManager | ||
) |
Definition at line 665 of file ActivationTestImpl.cpp.
LayerTestResult<int16_t, 4> SqrtInt16Test | ( | armnn::IWorkloadFactory & | workloadFactory, |
const armnn::IBackendInternal::IMemoryManagerSharedPtr & | memoryManager | ||
) |
Definition at line 897 of file ActivationTestImpl.cpp.
LayerTestResult<float, 5> SqrtNNTest | ( | armnn::IWorkloadFactory & | workloadFactory, |
const armnn::IBackendInternal::IMemoryManagerSharedPtr & | memoryManager | ||
) |
Definition at line 792 of file ActivationTestImpl.cpp.
References CopyDataFromITensorHandle(), CopyDataToITensorHandle(), IWorkloadFactory::CreateActivation(), IWorkloadFactory::CreateTensorHandle(), armnn::Float32, ActivationDescriptor::m_Function, QueueDescriptorWithParameters< LayerDescriptor >::m_Parameters, and armnn::Sqrt.
LayerTestResult<float, 4> SqrtTest | ( | armnn::IWorkloadFactory & | workloadFactory, |
const armnn::IBackendInternal::IMemoryManagerSharedPtr & | memoryManager | ||
) |
Definition at line 883 of file ActivationTestImpl.cpp.
LayerTestResult<T, 4> SqrtTestCommon | ( | armnn::IWorkloadFactory & | workloadFactory, |
const armnn::IBackendInternal::IMemoryManagerSharedPtr & | memoryManager, | ||
float | qScale, | ||
int32_t | qOffset | ||
) |
LayerTestResult<uint8_t, 4> SqrtUint8Test | ( | armnn::IWorkloadFactory & | workloadFactory, |
const armnn::IBackendInternal::IMemoryManagerSharedPtr & | memoryManager | ||
) |
Definition at line 890 of file ActivationTestImpl.cpp.
LayerTestResult<int16_t, 4> SquareInt16Test | ( | armnn::IWorkloadFactory & | workloadFactory, |
const armnn::IBackendInternal::IMemoryManagerSharedPtr & | memoryManager | ||
) |
Definition at line 953 of file ActivationTestImpl.cpp.
LayerTestResult<float, 4> SquareTest | ( | armnn::IWorkloadFactory & | workloadFactory, |
const armnn::IBackendInternal::IMemoryManagerSharedPtr & | memoryManager | ||
) |
Definition at line 939 of file ActivationTestImpl.cpp.
LayerTestResult<T, 4> SquareTestCommon | ( | armnn::IWorkloadFactory & | workloadFactory, |
const armnn::IBackendInternal::IMemoryManagerSharedPtr & | memoryManager, | ||
float | qScale, | ||
int32_t | qOffset | ||
) |
LayerTestResult<uint8_t, 4> SquareUint8Test | ( | armnn::IWorkloadFactory & | workloadFactory, |
const armnn::IBackendInternal::IMemoryManagerSharedPtr & | memoryManager | ||
) |
Definition at line 946 of file ActivationTestImpl.cpp.
LayerTestResult<int16_t, 4> TanhInt16Test | ( | armnn::IWorkloadFactory & | workloadFactory, |
const armnn::IBackendInternal::IMemoryManagerSharedPtr & | memoryManager | ||
) |
Definition at line 1011 of file ActivationTestImpl.cpp.
LayerTestResult<float, 4> TanhTest | ( | armnn::IWorkloadFactory & | workloadFactory, |
const armnn::IBackendInternal::IMemoryManagerSharedPtr & | memoryManager | ||
) |
Definition at line 997 of file ActivationTestImpl.cpp.
LayerTestResult<T, 4> TanhTestCommon | ( | armnn::IWorkloadFactory & | workloadFactory, |
const armnn::IBackendInternal::IMemoryManagerSharedPtr & | memoryManager, | ||
float | qScale, | ||
int32_t | qOffset | ||
) |
LayerTestResult<uint8_t, 4> TanhUint8Test | ( | armnn::IWorkloadFactory & | workloadFactory, |
const armnn::IBackendInternal::IMemoryManagerSharedPtr & | memoryManager | ||
) |
Definition at line 1004 of file ActivationTestImpl.cpp.