20.02
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#include "Conv2dTestImpl.hpp"
#include <QuantizeHelper.hpp>
#include <armnnUtils/TensorUtils.hpp>
#include <armnn/utility/IgnoreUnused.hpp>
#include <armnnUtils/DataLayoutIndexed.hpp>
#include <armnnUtils/Permute.hpp>
#include <backendsCommon/CpuTensorHandle.hpp>
#include <backendsCommon/test/DataLayoutUtils.hpp>
#include <backendsCommon/test/TensorCopyUtils.hpp>
#include <backendsCommon/test/WorkloadTestUtils.hpp>
#include <test/TensorHelpers.hpp>
#include <boost/numeric/conversion/cast.hpp>
#include <string>
Go to the source code of this file.
void ApplyBias | ( | std::vector< T > & | v, |
float | vScale, | ||
int32_t | vOffset, | ||
const std::vector< B > & | bias, | ||
float | bScale, | ||
int32_t | bOffset, | ||
uint32_t | w, | ||
uint32_t | h | ||
) |
Definition at line 169 of file Conv2dTestImpl.cpp.
References B, and armnnUtils::SelectiveDequantize().
Referenced by Convolution1dTestImpl(), DepthwiseConvolution2dAsymmetricTestImpl(), DepthwiseConvolution2dDepthMul1TestImpl(), DepthwiseConvolution2dTestImpl(), and SimpleConvolution2dTestImpl().
LayerTestResult<float,4> CompareConvolution2dTest | ( | armnn::IWorkloadFactory & | workloadFactory, |
const armnn::IBackendInternal::IMemoryManagerSharedPtr & | memoryManager, | ||
armnn::IWorkloadFactory & | refWorkloadFactory | ||
) |
Definition at line 3184 of file Conv2dTestImpl.cpp.
LayerTestResult<T,4> CompareConvolution2dTestImpl | ( | armnn::IWorkloadFactory & | workloadFactory, |
const armnn::IBackendInternal::IMemoryManagerSharedPtr & | memoryManager, | ||
armnn::IWorkloadFactory & | refWorkloadFactory | ||
) |
Definition at line 1277 of file Conv2dTestImpl.cpp.
References AllocateAndCopyDataToITensorHandle(), CopyDataFromITensorHandle(), CopyDataToITensorHandle(), IWorkloadFactory::CreateConvolution2d(), IWorkloadFactory::CreateTensorHandle(), armnn::info, Convolution2dQueueDescriptor::m_Bias, Convolution2dDescriptor::m_BiasEnabled, Convolution2dDescriptor::m_PadBottom, Convolution2dDescriptor::m_PadLeft, Convolution2dDescriptor::m_PadRight, Convolution2dDescriptor::m_PadTop, QueueDescriptorWithParameters< LayerDescriptor >::m_Parameters, Convolution2dDescriptor::m_StrideX, Convolution2dDescriptor::m_StrideY, Convolution2dQueueDescriptor::m_Weight, LayerTestResult< T, n >::output, and LayerTestResult< T, n >::outputExpected.
LayerTestResult<float, 4> CompareDepthwiseConvolution2dFloatTest | ( | armnn::IWorkloadFactory & | workloadFactory, |
const armnn::IBackendInternal::IMemoryManagerSharedPtr & | memoryManager, | ||
armnn::IWorkloadFactory & | refWorkloadFactory, | ||
const armnn::DataLayout | layout | ||
) |
Definition at line 3424 of file Conv2dTestImpl.cpp.
LayerTestResult<T, 4> CompareDepthwiseConvolution2dTestImpl | ( | armnn::IWorkloadFactory & | workloadFactory, |
const armnn::IBackendInternal::IMemoryManagerSharedPtr & | memoryManager, | ||
armnn::IWorkloadFactory & | refWorkloadFactory, | ||
const armnnUtils::DataLayoutIndexed & | layout | ||
) |
Definition at line 2669 of file Conv2dTestImpl.cpp.
References AllocateAndCopyDataToITensorHandle(), CopyDataFromITensorHandle(), CopyDataToITensorHandle(), IWorkloadFactory::CreateDepthwiseConvolution2d(), IWorkloadFactory::CreateTensorHandle(), armnn::GetBiasDataType(), DataLayoutIndexed::GetDataLayout(), armnn::info, DepthwiseConvolution2dQueueDescriptor::m_Bias, DepthwiseConvolution2dDescriptor::m_BiasEnabled, DepthwiseConvolution2dDescriptor::m_DataLayout, DepthwiseConvolution2dDescriptor::m_PadBottom, DepthwiseConvolution2dDescriptor::m_PadLeft, DepthwiseConvolution2dDescriptor::m_PadRight, DepthwiseConvolution2dDescriptor::m_PadTop, QueueDescriptorWithParameters< LayerDescriptor >::m_Parameters, DepthwiseConvolution2dDescriptor::m_StrideX, DepthwiseConvolution2dDescriptor::m_StrideY, DepthwiseConvolution2dQueueDescriptor::m_Weight, armnn::NCHW, and armnn::NHWC.
LayerTestResult<uint8_t, 4> CompareDepthwiseConvolution2dUint8Test | ( | armnn::IWorkloadFactory & | workloadFactory, |
const armnn::IBackendInternal::IMemoryManagerSharedPtr & | memoryManager, | ||
armnn::IWorkloadFactory & | refWorkloadFactory, | ||
const armnn::DataLayout | layout | ||
) |
Definition at line 3434 of file Conv2dTestImpl.cpp.
LayerTestResult<float, 4> Convolution1dTest | ( | armnn::IWorkloadFactory & | workloadFactory, |
const armnn::IBackendInternal::IMemoryManagerSharedPtr & | memoryManager, | ||
bool | biasEnabled | ||
) |
Definition at line 3074 of file Conv2dTestImpl.cpp.
LayerTestResult<T,4> Convolution1dTestImpl | ( | armnn::IWorkloadFactory & | workloadFactory, |
const armnn::IBackendInternal::IMemoryManagerSharedPtr & | memoryManager, | ||
float | qScale, | ||
int32_t | qOffset, | ||
bool | biasEnabled | ||
) |
Definition at line 460 of file Conv2dTestImpl.cpp.
References AllocateAndCopyDataToITensorHandle(), ApplyBias(), CopyDataFromITensorHandle(), CopyDataToITensorHandle(), IWorkloadFactory::CreateConvolution2d(), IWorkloadFactory::CreateTensorHandle(), armnn::info, Convolution2dQueueDescriptor::m_Bias, Convolution2dDescriptor::m_BiasEnabled, Convolution2dDescriptor::m_PadBottom, Convolution2dDescriptor::m_PadLeft, Convolution2dDescriptor::m_PadRight, Convolution2dDescriptor::m_PadTop, QueueDescriptorWithParameters< LayerDescriptor >::m_Parameters, Convolution2dDescriptor::m_StrideX, Convolution2dDescriptor::m_StrideY, Convolution2dQueueDescriptor::m_Weight, LayerTestResult< T, n >::output, LayerTestResult< T, n >::outputExpected, and TensorInfo::SetQuantizationScale().
LayerTestResult<uint8_t, 4> Convolution1dUint8Test | ( | armnn::IWorkloadFactory & | workloadFactory, |
const armnn::IBackendInternal::IMemoryManagerSharedPtr & | memoryManager, | ||
bool | biasEnabled | ||
) |
Definition at line 3083 of file Conv2dTestImpl.cpp.
LayerTestResult<T, 4> Convolution2d2x2Dilation2x2Padding2x2Stride3x3Test | ( | armnn::IWorkloadFactory & | workloadFactory, |
const armnn::IBackendInternal::IMemoryManagerSharedPtr & | memoryManager, | ||
bool | biasEnabled, | ||
const armnn::DataLayout | layout | ||
) |
Definition at line 1210 of file Conv2dTestImpl.cpp.
template LayerTestResult<armnn::ResolveType<armnn::DataType::BFloat16>, 4> Convolution2d2x2Dilation2x2Padding2x2Stride3x3Test< armnn::DataType::BFloat16, armnn::DataType::BFloat16 > | ( | armnn::IWorkloadFactory & | workloadFactory, |
const armnn::IBackendInternal::IMemoryManagerSharedPtr & | memoryManager, | ||
bool | biasEnabled, | ||
const armnn::DataLayout | layout | ||
) |
template LayerTestResult<armnn::ResolveType<armnn::DataType::Float32>, 4> Convolution2d2x2Dilation2x2Padding2x2Stride3x3Test< armnn::DataType::Float32, armnn::DataType::Float32 > | ( | armnn::IWorkloadFactory & | workloadFactory, |
const armnn::IBackendInternal::IMemoryManagerSharedPtr & | memoryManager, | ||
bool | biasEnabled, | ||
const armnn::DataLayout | layout | ||
) |
template LayerTestResult<armnn::ResolveType<armnn::DataType::QAsymmU8>, 4> Convolution2d2x2Dilation2x2Padding2x2Stride3x3Test< armnn::DataType::QAsymmU8, armnn::DataType::Signed32 > | ( | armnn::IWorkloadFactory & | workloadFactory, |
const armnn::IBackendInternal::IMemoryManagerSharedPtr & | memoryManager, | ||
bool | biasEnabled, | ||
const armnn::DataLayout | layout | ||
) |
template LayerTestResult<armnn::ResolveType<armnn::DataType::QSymmS16>, 4> Convolution2d2x2Dilation2x2Padding2x2Stride3x3Test< armnn::DataType::QSymmS16, armnn::DataType::Signed32 > | ( | armnn::IWorkloadFactory & | workloadFactory, |
const armnn::IBackendInternal::IMemoryManagerSharedPtr & | memoryManager, | ||
bool | biasEnabled, | ||
const armnn::DataLayout | layout | ||
) |
LayerTestResult<T, 4> Convolution2d2x3x3Dilation3x3Test | ( | armnn::IWorkloadFactory & | workloadFactory, |
const armnn::IBackendInternal::IMemoryManagerSharedPtr & | memoryManager, | ||
bool | biasEnabled, | ||
const armnn::DataLayout | layout | ||
) |
Definition at line 1139 of file Conv2dTestImpl.cpp.
LayerTestResult<T, 4> Convolution2d3x3Dilation3x3Test | ( | armnn::IWorkloadFactory & | workloadFactory, |
const armnn::IBackendInternal::IMemoryManagerSharedPtr & | memoryManager, | ||
bool | biasEnabled, | ||
const armnn::DataLayout | layout | ||
) |
Definition at line 1083 of file Conv2dTestImpl.cpp.
LayerTestResult<T, 4> Convolution2d3x3DilationTestCommon | ( | armnn::IWorkloadFactory & | workloadFactory, |
const armnn::IBackendInternal::IMemoryManagerSharedPtr & | memoryManager, | ||
const std::vector< float > & | inputNoQuantizedValues, | ||
armnn::TensorInfo & | inputTensorInfo, | ||
const std::vector< float > & | kernelNoQuantizedValues, | ||
armnn::TensorInfo & | kernelTensorInfo, | ||
const std::vector< float > & | outputExpectedNoQuantizedValues, | ||
armnn::TensorInfo & | outputTensorInfo, | ||
uint32_t | dilationX, | ||
uint32_t | dilationY, | ||
armnn::DataLayout | layout = armnn::DataLayout::NCHW , |
||
uint32_t | padLeft = 0 , |
||
uint32_t | padTop = 0 , |
||
uint32_t | padRight = 0 , |
||
uint32_t | padBottom = 0 , |
||
uint32_t | strideX = 1 , |
||
uint32_t | strideY = 1 , |
||
bool | biasEnabled = false |
||
) |
Definition at line 995 of file Conv2dTestImpl.cpp.
References armnn::Float32, armnn::QAsymmU8, armnn::QSymmS16, TensorInfo::SetQuantizationOffset(), and TensorInfo::SetQuantizationScale().
LayerTestResult<float, 4> Convolution2dAsymmetricPaddingLargerThanHalfKernelSizeTest | ( | armnn::IWorkloadFactory & | workloadFactory, |
const armnn::IBackendInternal::IMemoryManagerSharedPtr & | memoryManager, | ||
armnn::DataLayout | layout | ||
) |
Definition at line 3064 of file Conv2dTestImpl.cpp.
References Convolution2dAsymmetricPaddingLargerThanHalfKernelSizeTestCommon(), and armnn::Float32.
LayerTestResult<T, 4> Convolution2dAsymmetricPaddingLargerThanHalfKernelSizeTestCommon | ( | armnn::IWorkloadFactory & | workloadFactory, |
const armnn::IBackendInternal::IMemoryManagerSharedPtr & | memoryManager, | ||
const armnn::DataLayout | layout, | ||
float | qScale, | ||
int32_t | qOffset | ||
) |
Definition at line 869 of file Conv2dTestImpl.cpp.
Referenced by Convolution2dAsymmetricPaddingLargerThanHalfKernelSizeTest().
LayerTestResult<float, 4> Convolution2dAsymmetricPaddingTest | ( | armnn::IWorkloadFactory & | workloadFactory, |
const armnn::IBackendInternal::IMemoryManagerSharedPtr & | memoryManager, | ||
armnn::DataLayout | layout | ||
) |
Definition at line 3055 of file Conv2dTestImpl.cpp.
LayerTestResult<uint8_t, 4> Convolution2dPerAxisQuantTest | ( | armnn::IWorkloadFactory & | workloadFactory, |
const armnn::IBackendInternal::IMemoryManagerSharedPtr & | memoryManager, | ||
const armnn::DataLayout | layout | ||
) |
Definition at line 3092 of file Conv2dTestImpl.cpp.
References AllocateAndCopyDataToITensorHandle(), CopyDataFromITensorHandle(), CopyDataToITensorHandle(), IWorkloadFactory::CreateConvolution2d(), IWorkloadFactory::CreateTensorHandle(), Convolution2dDescriptor::m_BiasEnabled, Convolution2dDescriptor::m_DataLayout, Convolution2dDescriptor::m_PadBottom, Convolution2dDescriptor::m_PadLeft, Convolution2dDescriptor::m_PadRight, Convolution2dDescriptor::m_PadTop, QueueDescriptorWithParameters< LayerDescriptor >::m_Parameters, Convolution2dDescriptor::m_StrideX, Convolution2dDescriptor::m_StrideY, armnn::NCHW, LayerTestResult< T, n >::output, LayerTestResult< T, n >::outputExpected, and PermuteTensorNhwcToNchw().
LayerTestResult<T, 4> DepthwiseConvolution2d2x3x3Dilation3x3Test | ( | armnn::IWorkloadFactory & | workloadFactory, |
const armnn::IBackendInternal::IMemoryManagerSharedPtr & | memoryManager, | ||
bool | biasEnabled, | ||
const armnn::DataLayout | layout | ||
) |
Definition at line 2432 of file Conv2dTestImpl.cpp.
LayerTestResult<T, 4> DepthwiseConvolution2d3x3Dilation3x3Test | ( | armnn::IWorkloadFactory & | workloadFactory, |
const armnn::IBackendInternal::IMemoryManagerSharedPtr & | memoryManager, | ||
bool | biasEnabled, | ||
const armnn::DataLayout | layout | ||
) |
Definition at line 2376 of file Conv2dTestImpl.cpp.
LayerTestResult<T, 4> DepthwiseConvolution2d3x3DilationTestCommon | ( | armnn::IWorkloadFactory & | workloadFactory, |
const armnn::IBackendInternal::IMemoryManagerSharedPtr & | memoryManager, | ||
const std::vector< float > & | inputNoQuantizedValues, | ||
armnn::TensorInfo & | inputTensorInfo, | ||
const std::vector< float > & | kernelNoQuantizedValues, | ||
armnn::TensorInfo & | kernelTensorInfo, | ||
const std::vector< float > & | outputExpectedNoQuantizedValues, | ||
armnn::TensorInfo & | outputTensorInfo, | ||
uint32_t | dilationX, | ||
uint32_t | dilationY, | ||
armnn::DataLayout | layout = armnn::DataLayout::NCHW , |
||
bool | biasEnabled = false |
||
) |
Definition at line 2288 of file Conv2dTestImpl.cpp.
References armnn::Float32, armnn::QAsymmU8, armnn::QSymmS16, TensorInfo::SetQuantizationOffset(), and TensorInfo::SetQuantizationScale().
LayerTestResult<float, 4> DepthwiseConvolution2dAsymmetricTest | ( | armnn::IWorkloadFactory & | workloadFactory, |
const armnn::IBackendInternal::IMemoryManagerSharedPtr & | memoryManager, | ||
bool | biasEnabled, | ||
const armnn::DataLayout | layout | ||
) |
Definition at line 3254 of file Conv2dTestImpl.cpp.
LayerTestResult<T, 4> DepthwiseConvolution2dAsymmetricTestCommon | ( | armnn::IWorkloadFactory & | workloadFactory, |
const armnn::IBackendInternal::IMemoryManagerSharedPtr & | memoryManager, | ||
float | qScale, | ||
int32_t | qOffset, | ||
bool | biasEnabled, | ||
const armnn::DataLayout | layout | ||
) |
Definition at line 2047 of file Conv2dTestImpl.cpp.
LayerTestResult<T, 4> DepthwiseConvolution2dAsymmetricTestImpl | ( | armnn::IWorkloadFactory & | workloadFactory, |
const armnn::IBackendInternal::IMemoryManagerSharedPtr & | memoryManager, | ||
const boost::multi_array< T, 4 > & | input, | ||
const boost::multi_array< T, 4 > & | kernel, | ||
const boost::multi_array< B, 1 > & | bias, | ||
const boost::multi_array< T, 4 > & | outputExpected, | ||
float | qScale, | ||
int32_t | qOffset, | ||
const armnn::DataLayout | layout, | ||
uint32_t | padLeft = 0 , |
||
uint32_t | padTop = 0 , |
||
uint32_t | padRight = 0 , |
||
uint32_t | padBottom = 0 , |
||
uint32_t | strideX = 1 , |
||
uint32_t | strideY = 1 |
||
) |
Definition at line 1381 of file Conv2dTestImpl.cpp.
References AllocateAndCopyDataToITensorHandle(), ApplyBias(), CopyDataFromITensorHandle(), CopyDataToITensorHandle(), IWorkloadFactory::CreateDepthwiseConvolution2d(), IWorkloadFactory::CreateTensorHandle(), TensorInfo::GetQuantizationOffset(), TensorInfo::GetQuantizationScale(), TensorInfo::GetShape(), armnnUtils::GetTensorInfo(), armnn::info, DepthwiseConvolution2dQueueDescriptor::m_Bias, DepthwiseConvolution2dDescriptor::m_BiasEnabled, DepthwiseConvolution2dDescriptor::m_DataLayout, DepthwiseConvolution2dDescriptor::m_PadBottom, DepthwiseConvolution2dDescriptor::m_PadLeft, DepthwiseConvolution2dDescriptor::m_PadRight, DepthwiseConvolution2dDescriptor::m_PadTop, QueueDescriptorWithParameters< LayerDescriptor >::m_Parameters, DepthwiseConvolution2dDescriptor::m_StrideX, DepthwiseConvolution2dDescriptor::m_StrideY, DepthwiseConvolution2dQueueDescriptor::m_Weight, armnn::NHWC, armnn::numeric_cast(), armnnUtils::Permute(), TensorInfo::SetQuantizationOffset(), and TensorInfo::SetQuantizationScale().
LayerTestResult<int16_t, 4> DepthwiseConvolution2dDepthMul1Int16Test | ( | armnn::IWorkloadFactory & | workloadFactory, |
const armnn::IBackendInternal::IMemoryManagerSharedPtr & | memoryManager, | ||
bool | biasEnabled, | ||
const armnn::DataLayout | layout | ||
) |
Definition at line 3306 of file Conv2dTestImpl.cpp.
LayerTestResult<float, 4> DepthwiseConvolution2dDepthMul1Test | ( | armnn::IWorkloadFactory & | workloadFactory, |
const armnn::IBackendInternal::IMemoryManagerSharedPtr & | memoryManager, | ||
bool | biasEnabled, | ||
const armnn::DataLayout | layout | ||
) |
Definition at line 3212 of file Conv2dTestImpl.cpp.
LayerTestResult<T, 4> DepthwiseConvolution2dDepthMul1TestImpl | ( | armnn::IWorkloadFactory & | workloadFactory, |
const armnn::IBackendInternal::IMemoryManagerSharedPtr & | memoryManager, | ||
float | qScale, | ||
int32_t | qOffset, | ||
bool | biasEnabled, | ||
const armnn::DataLayout | layout | ||
) |
Definition at line 1518 of file Conv2dTestImpl.cpp.
References AllocateAndCopyDataToITensorHandle(), ApplyBias(), CopyDataFromITensorHandle(), CopyDataToITensorHandle(), IWorkloadFactory::CreateDepthwiseConvolution2d(), IWorkloadFactory::CreateTensorHandle(), TensorInfo::GetQuantizationOffset(), TensorInfo::GetQuantizationScale(), TensorInfo::GetShape(), armnnUtils::GetTensorInfo(), armnn::info, DepthwiseConvolution2dQueueDescriptor::m_Bias, DepthwiseConvolution2dDescriptor::m_BiasEnabled, DepthwiseConvolution2dDescriptor::m_DataLayout, DepthwiseConvolution2dDescriptor::m_PadBottom, DepthwiseConvolution2dDescriptor::m_PadLeft, DepthwiseConvolution2dDescriptor::m_PadRight, DepthwiseConvolution2dDescriptor::m_PadTop, QueueDescriptorWithParameters< LayerDescriptor >::m_Parameters, DepthwiseConvolution2dDescriptor::m_StrideX, DepthwiseConvolution2dDescriptor::m_StrideY, DepthwiseConvolution2dQueueDescriptor::m_Weight, armnn::NHWC, armnnUtils::Permute(), TensorInfo::SetQuantizationOffset(), and TensorInfo::SetQuantizationScale().
LayerTestResult<uint8_t, 4> DepthwiseConvolution2dDepthMul1Uint8Test | ( | armnn::IWorkloadFactory & | workloadFactory, |
const armnn::IBackendInternal::IMemoryManagerSharedPtr & | memoryManager, | ||
bool | biasEnabled, | ||
const armnn::DataLayout | layout | ||
) |
Definition at line 3274 of file Conv2dTestImpl.cpp.
LayerTestResult<float, 4> DepthwiseConvolution2dDepthMul64Test | ( | armnn::IWorkloadFactory & | workloadFactory, |
const armnn::IBackendInternal::IMemoryManagerSharedPtr & | memoryManager | ||
) |
Definition at line 3222 of file Conv2dTestImpl.cpp.
References armnn::Float32, and armnn::NCHW.
LayerTestResult<float, 4> DepthwiseConvolution2dDepthNhwcTest | ( | armnn::IWorkloadFactory & | workloadFactory, |
const armnn::IBackendInternal::IMemoryManagerSharedPtr & | memoryManager, | ||
bool | biasEnabled | ||
) |
Definition at line 3203 of file Conv2dTestImpl.cpp.
LayerTestResult<int16_t, 4> DepthwiseConvolution2dInt16Test | ( | armnn::IWorkloadFactory & | workloadFactory, |
const armnn::IBackendInternal::IMemoryManagerSharedPtr & | memoryManager, | ||
bool | biasEnabled, | ||
const armnn::DataLayout | layout | ||
) |
Definition at line 3296 of file Conv2dTestImpl.cpp.
LayerTestResult<T, 4> DepthwiseConvolution2dMult2Test | ( | armnn::IWorkloadFactory & | workloadFactory, |
const armnn::IBackendInternal::IMemoryManagerSharedPtr & | memoryManager, | ||
bool | biasEnabled, | ||
const armnn::DataLayout | layout | ||
) |
Definition at line 2600 of file Conv2dTestImpl.cpp.
template LayerTestResult<armnn::ResolveType<armnn::DataType::BFloat16>, 4> DepthwiseConvolution2dMult2Test< armnn::DataType::BFloat16, armnn::DataType::BFloat16 > | ( | armnn::IWorkloadFactory & | workloadFactory, |
const armnn::IBackendInternal::IMemoryManagerSharedPtr & | memoryManager, | ||
bool | biasEnabled, | ||
const armnn::DataLayout | layout | ||
) |
template LayerTestResult<armnn::ResolveType<armnn::DataType::Float32>, 4> DepthwiseConvolution2dMult2Test< armnn::DataType::Float32, armnn::DataType::Float32 > | ( | armnn::IWorkloadFactory & | workloadFactory, |
const armnn::IBackendInternal::IMemoryManagerSharedPtr & | memoryManager, | ||
bool | biasEnabled, | ||
const armnn::DataLayout | layout | ||
) |
LayerTestResult<T, 4> DepthwiseConvolution2dMult4Test | ( | armnn::IWorkloadFactory & | workloadFactory, |
const armnn::IBackendInternal::IMemoryManagerSharedPtr & | memoryManager, | ||
bool | biasEnabled, | ||
const armnn::DataLayout | layout | ||
) |
Definition at line 2508 of file Conv2dTestImpl.cpp.
template LayerTestResult<armnn::ResolveType<armnn::DataType::BFloat16>, 4> DepthwiseConvolution2dMult4Test< armnn::DataType::BFloat16, armnn::DataType::BFloat16 > | ( | armnn::IWorkloadFactory & | workloadFactory, |
const armnn::IBackendInternal::IMemoryManagerSharedPtr & | memoryManager, | ||
bool | biasEnabled, | ||
const armnn::DataLayout | layout | ||
) |
template LayerTestResult<armnn::ResolveType<armnn::DataType::Float32>, 4> DepthwiseConvolution2dMult4Test< armnn::DataType::Float32, armnn::DataType::Float32 > | ( | armnn::IWorkloadFactory & | workloadFactory, |
const armnn::IBackendInternal::IMemoryManagerSharedPtr & | memoryManager, | ||
bool | biasEnabled, | ||
const armnn::DataLayout | layout | ||
) |
LayerTestResult<T, 4> DepthwiseConvolution2dNhwcTestCommon | ( | armnn::IWorkloadFactory & | workloadFactory, |
const armnn::IBackendInternal::IMemoryManagerSharedPtr & | memoryManager, | ||
float | qScale, | ||
int32_t | qOffset, | ||
bool | biasEnabled | ||
) |
Definition at line 2131 of file Conv2dTestImpl.cpp.
References armnn::NHWC.
LayerTestResult<uint8_t, 4> DepthwiseConvolution2dPerAxisQuantTest | ( | armnn::IWorkloadFactory & | workloadFactory, |
const armnn::IBackendInternal::IMemoryManagerSharedPtr & | memoryManager, | ||
const armnn::DataLayout | layout | ||
) |
Definition at line 3316 of file Conv2dTestImpl.cpp.
References AllocateAndCopyDataToITensorHandle(), CopyDataFromITensorHandle(), CopyDataToITensorHandle(), IWorkloadFactory::CreateDepthwiseConvolution2d(), IWorkloadFactory::CreateTensorHandle(), DepthwiseConvolution2dDescriptor::m_BiasEnabled, DepthwiseConvolution2dDescriptor::m_DataLayout, DepthwiseConvolution2dDescriptor::m_DilationX, DepthwiseConvolution2dDescriptor::m_DilationY, DepthwiseConvolution2dDescriptor::m_PadBottom, DepthwiseConvolution2dDescriptor::m_PadLeft, DepthwiseConvolution2dDescriptor::m_PadRight, DepthwiseConvolution2dDescriptor::m_PadTop, QueueDescriptorWithParameters< LayerDescriptor >::m_Parameters, DepthwiseConvolution2dDescriptor::m_StrideX, DepthwiseConvolution2dDescriptor::m_StrideY, armnn::NCHW, LayerTestResult< T, n >::output, LayerTestResult< T, n >::outputExpected, and PermuteTensorNhwcToNchw().
LayerTestResult<float, 4> DepthwiseConvolution2dTest | ( | armnn::IWorkloadFactory & | workloadFactory, |
const armnn::IBackendInternal::IMemoryManagerSharedPtr & | memoryManager, | ||
bool | biasEnabled, | ||
const armnn::DataLayout | layout | ||
) |
Definition at line 3193 of file Conv2dTestImpl.cpp.
LayerTestResult<T, 4> DepthwiseConvolution2dTestImpl | ( | armnn::IWorkloadFactory & | workloadFactory, |
const armnn::IBackendInternal::IMemoryManagerSharedPtr & | memoryManager, | ||
float | qScale, | ||
int32_t | qOffset, | ||
bool | biasEnabled, | ||
const armnn::DataLayout | layout | ||
) |
Definition at line 1671 of file Conv2dTestImpl.cpp.
References AllocateAndCopyDataToITensorHandle(), ApplyBias(), CopyDataFromITensorHandle(), CopyDataToITensorHandle(), IWorkloadFactory::CreateDepthwiseConvolution2d(), IWorkloadFactory::CreateTensorHandle(), TensorInfo::GetQuantizationOffset(), TensorInfo::GetQuantizationScale(), TensorInfo::GetShape(), armnnUtils::GetTensorInfo(), armnn::info, DepthwiseConvolution2dQueueDescriptor::m_Bias, DepthwiseConvolution2dDescriptor::m_BiasEnabled, DepthwiseConvolution2dDescriptor::m_DataLayout, DepthwiseConvolution2dDescriptor::m_PadBottom, DepthwiseConvolution2dDescriptor::m_PadLeft, DepthwiseConvolution2dDescriptor::m_PadRight, DepthwiseConvolution2dDescriptor::m_PadTop, QueueDescriptorWithParameters< LayerDescriptor >::m_Parameters, DepthwiseConvolution2dDescriptor::m_StrideX, DepthwiseConvolution2dDescriptor::m_StrideY, DepthwiseConvolution2dQueueDescriptor::m_Weight, armnn::NHWC, armnnUtils::Permute(), TensorInfo::SetQuantizationOffset(), and TensorInfo::SetQuantizationScale().
LayerTestResult<T, 4> DepthwiseConvolution2dTestImpl | ( | armnn::IWorkloadFactory & | workloadFactory, |
const armnn::IBackendInternal::IMemoryManagerSharedPtr & | memoryManager, | ||
const boost::multi_array< T, 4 > & | originalInput, | ||
const boost::multi_array< T, 4 > & | originalKernel, | ||
const boost::multi_array< B, 1 > & | bias, | ||
const boost::multi_array< T, 4 > & | originalOutputExpected, | ||
float | qScale, | ||
int32_t | qOffset, | ||
const armnn::DataLayout | layout = armnn::DataLayout::NCHW , |
||
uint32_t | padLeft = 0 , |
||
uint32_t | padTop = 0 , |
||
uint32_t | padRight = 0 , |
||
uint32_t | padBottom = 0 , |
||
uint32_t | strideX = 1 , |
||
uint32_t | strideY = 1 , |
||
uint32_t | dilationX = 1 , |
||
uint32_t | dilationY = 1 |
||
) |
Definition at line 1884 of file Conv2dTestImpl.cpp.
References AllocateAndCopyDataToITensorHandle(), ApplyBias(), CopyDataFromITensorHandle(), CopyDataToITensorHandle(), IWorkloadFactory::CreateDepthwiseConvolution2d(), IWorkloadFactory::CreateTensorHandle(), TensorInfo::GetQuantizationOffset(), TensorInfo::GetQuantizationScale(), TensorInfo::GetShape(), armnnUtils::GetTensorInfo(), armnn::info, DepthwiseConvolution2dQueueDescriptor::m_Bias, DepthwiseConvolution2dDescriptor::m_BiasEnabled, DepthwiseConvolution2dDescriptor::m_DataLayout, DepthwiseConvolution2dDescriptor::m_DilationX, DepthwiseConvolution2dDescriptor::m_DilationY, DepthwiseConvolution2dDescriptor::m_PadBottom, DepthwiseConvolution2dDescriptor::m_PadLeft, DepthwiseConvolution2dDescriptor::m_PadRight, DepthwiseConvolution2dDescriptor::m_PadTop, QueueDescriptorWithParameters< LayerDescriptor >::m_Parameters, DepthwiseConvolution2dDescriptor::m_StrideX, DepthwiseConvolution2dDescriptor::m_StrideY, DepthwiseConvolution2dQueueDescriptor::m_Weight, armnn::NHWC, armnn::numeric_cast(), LayerTestResult< T, n >::output, LayerTestResult< T, n >::outputExpected, armnnUtils::Permute(), TensorInfo::SetQuantizationOffset(), and TensorInfo::SetQuantizationScale().
LayerTestResult<uint8_t, 4> DepthwiseConvolution2dUint8Test | ( | armnn::IWorkloadFactory & | workloadFactory, |
const armnn::IBackendInternal::IMemoryManagerSharedPtr & | memoryManager, | ||
bool | biasEnabled, | ||
const armnn::DataLayout | layout | ||
) |
Definition at line 3264 of file Conv2dTestImpl.cpp.
boost::multi_array<T, 1> GetBias | ( | bool | biasEnabled, |
float | qScale, | ||
armnn::TensorInfo | outputInfo, | ||
armnn::DataLayout | layout | ||
) |
Definition at line 122 of file Conv2dTestImpl.cpp.
References DataLayoutIndexed::GetChannelsIndex(), and TensorInfo::GetShape().
boost::multi_array<T, 1> GetBias2 | ( | bool | biasEnabled, |
float | qScale | ||
) |
Definition at line 74 of file Conv2dTestImpl.cpp.
boost::multi_array<T, 1> GetBias4 | ( | bool | biasEnabled, |
float | qScale | ||
) |
Definition at line 90 of file Conv2dTestImpl.cpp.
boost::multi_array<T, 1> GetBias8 | ( | bool | biasEnabled, |
float | qScale | ||
) |
Definition at line 106 of file Conv2dTestImpl.cpp.
LayerTestResult<float, 4> SimpleConvolution2d3x3NhwcTest | ( | armnn::IWorkloadFactory & | workloadFactory, |
const armnn::IBackendInternal::IMemoryManagerSharedPtr & | memoryManager, | ||
bool | biasEnabled | ||
) |
LayerTestResult<T, 4> SimpleConvolution2d3x3NhwcTestCommon | ( | armnn::IWorkloadFactory & | workloadFactory, |
const armnn::IBackendInternal::IMemoryManagerSharedPtr & | memoryManager, | ||
float | qScale, | ||
int32_t | qOffset, | ||
bool | biasEnabled, | ||
armnn::DataLayout | dataLayout | ||
) |
Definition at line 582 of file Conv2dTestImpl.cpp.
References armnn::IgnoreUnused().
LayerTestResult<int16_t, 4> SimpleConvolution2d3x3QSymm16Test | ( | armnn::IWorkloadFactory & | workloadFactory, |
const armnn::IBackendInternal::IMemoryManagerSharedPtr & | memoryManager, | ||
bool | biasEnabled, | ||
const armnn::DataLayout | layout | ||
) |
Definition at line 3045 of file Conv2dTestImpl.cpp.
LayerTestResult<float, 4> SimpleConvolution2d3x3Stride2x2Test | ( | armnn::IWorkloadFactory & | workloadFactory, |
const armnn::IBackendInternal::IMemoryManagerSharedPtr & | memoryManager, | ||
bool | biasEnabled, | ||
const armnn::DataLayout | layout | ||
) |
Definition at line 3010 of file Conv2dTestImpl.cpp.
LayerTestResult<T, 4> SimpleConvolution2d3x3Stride2x2TestCommon | ( | armnn::IWorkloadFactory & | workloadFactory, |
const armnn::IBackendInternal::IMemoryManagerSharedPtr & | memoryManager, | ||
float | qScale, | ||
int32_t | qOffset, | ||
bool | biasEnabled, | ||
const armnn::DataLayout & | dataLayout | ||
) |
Definition at line 635 of file Conv2dTestImpl.cpp.
References armnn::IgnoreUnused().
LayerTestResult<float, 4> SimpleConvolution2d3x3Test | ( | armnn::IWorkloadFactory & | workloadFactory, |
const armnn::IBackendInternal::IMemoryManagerSharedPtr & | memoryManager, | ||
bool | biasEnabled, | ||
const armnn::DataLayout | layout | ||
) |
Definition at line 2986 of file Conv2dTestImpl.cpp.
LayerTestResult<T, 4> SimpleConvolution2d3x3TestCommon | ( | armnn::IWorkloadFactory & | workloadFactory, |
const armnn::IBackendInternal::IMemoryManagerSharedPtr & | memoryManager, | ||
float | qScale, | ||
int32_t | qOffset, | ||
bool | biasEnabled, | ||
const armnn::DataLayout | layout | ||
) |
Definition at line 790 of file Conv2dTestImpl.cpp.
LayerTestResult<uint8_t, 4> SimpleConvolution2d3x3Uint8Test | ( | armnn::IWorkloadFactory & | workloadFactory, |
const armnn::IBackendInternal::IMemoryManagerSharedPtr & | memoryManager, | ||
bool | biasEnabled, | ||
const armnn::DataLayout | layout | ||
) |
Definition at line 3025 of file Conv2dTestImpl.cpp.
LayerTestResult<int16_t, 4> SimpleConvolution2d3x5QSymm16Test | ( | armnn::IWorkloadFactory & | workloadFactory, |
const armnn::IBackendInternal::IMemoryManagerSharedPtr & | memoryManager, | ||
bool | biasEnabled, | ||
const armnn::DataLayout | layout | ||
) |
Definition at line 3035 of file Conv2dTestImpl.cpp.
LayerTestResult<float, 4> SimpleConvolution2d3x5Test | ( | armnn::IWorkloadFactory & | workloadFactory, |
const armnn::IBackendInternal::IMemoryManagerSharedPtr & | memoryManager, | ||
bool | biasEnabled, | ||
const armnn::DataLayout | layout | ||
) |
Definition at line 2966 of file Conv2dTestImpl.cpp.
LayerTestResult<T, 4> SimpleConvolution2d3x5TestCommon | ( | armnn::IWorkloadFactory & | workloadFactory, |
const armnn::IBackendInternal::IMemoryManagerSharedPtr & | memoryManager, | ||
float | qScale, | ||
int32_t | qOffset, | ||
bool | biasEnabled, | ||
const armnn::DataLayout | layout | ||
) |
Definition at line 703 of file Conv2dTestImpl.cpp.
LayerTestResult<uint8_t, 4> SimpleConvolution2d3x5Uint8Test | ( | armnn::IWorkloadFactory & | workloadFactory, |
const armnn::IBackendInternal::IMemoryManagerSharedPtr & | memoryManager, | ||
bool | biasEnabled, | ||
const armnn::DataLayout | layout | ||
) |
Definition at line 2976 of file Conv2dTestImpl.cpp.
LayerTestResult<T, 4> SimpleConvolution2dAsymmetricPaddingTestCommon | ( | armnn::IWorkloadFactory & | workloadFactory, |
const armnn::IBackendInternal::IMemoryManagerSharedPtr & | memoryManager, | ||
const armnn::DataLayout | layout, | ||
float | qScale, | ||
int32_t | qOffset | ||
) |
Definition at line 936 of file Conv2dTestImpl.cpp.
LayerTestResult<T, 4> SimpleConvolution2dNhwcTestImpl | ( | armnn::IWorkloadFactory & | workloadFactory, |
const armnn::IBackendInternal::IMemoryManagerSharedPtr & | memoryManager, | ||
const boost::multi_array< T, 4 > & | input, | ||
const boost::multi_array< T, 4 > & | kernel, | ||
const boost::multi_array< B, 1 > & | bias, | ||
const boost::multi_array< T, 4 > & | outputExpected, | ||
const armnn::DataLayout | dataLayout, | ||
float | qScale, | ||
int32_t | qOffset, | ||
uint32_t | padLeft = 1 , |
||
uint32_t | padTop = 1 , |
||
uint32_t | padRight = 1 , |
||
uint32_t | padBottom = 1 , |
||
uint32_t | strideX = 1 , |
||
uint32_t | strideY = 1 |
||
) |
Definition at line 367 of file Conv2dTestImpl.cpp.
References AllocateAndCopyDataToITensorHandle(), CopyDataFromITensorHandle(), CopyDataToITensorHandle(), IWorkloadFactory::CreateConvolution2d(), IWorkloadFactory::CreateTensorHandle(), armnn::IgnoreUnused(), armnn::info, Convolution2dQueueDescriptor::m_Bias, Convolution2dDescriptor::m_BiasEnabled, Convolution2dDescriptor::m_DataLayout, Convolution2dDescriptor::m_PadBottom, Convolution2dDescriptor::m_PadLeft, Convolution2dDescriptor::m_PadRight, Convolution2dDescriptor::m_PadTop, QueueDescriptorWithParameters< LayerDescriptor >::m_Parameters, Convolution2dDescriptor::m_StrideX, Convolution2dDescriptor::m_StrideY, Convolution2dQueueDescriptor::m_Weight, armnn::numeric_cast(), LayerTestResult< T, n >::output, and LayerTestResult< T, n >::outputExpected.
LayerTestResult<T, 4> SimpleConvolution2dTestImpl | ( | armnn::IWorkloadFactory & | workloadFactory, |
const armnn::IBackendInternal::IMemoryManagerSharedPtr & | memoryManager, | ||
const boost::multi_array< T, 4 > & | originalInput, | ||
const boost::multi_array< T, 4 > & | originalKernel, | ||
const boost::multi_array< B, 1 > & | bias, | ||
const boost::multi_array< T, 4 > & | originalOutputExpected, | ||
float | qScale, | ||
int32_t | qOffset, | ||
const armnn::DataLayout | layout = armnn::DataLayout::NCHW , |
||
uint32_t | padLeft = 0 , |
||
uint32_t | padTop = 0 , |
||
uint32_t | padRight = 0 , |
||
uint32_t | padBottom = 0 , |
||
uint32_t | strideX = 1 , |
||
uint32_t | strideY = 1 , |
||
uint32_t | dilationX = 1 , |
||
uint32_t | dilationY = 1 |
||
) |
Definition at line 201 of file Conv2dTestImpl.cpp.
References AllocateAndCopyDataToITensorHandle(), ApplyBias(), CopyDataFromITensorHandle(), CopyDataToITensorHandle(), IWorkloadFactory::CreateConvolution2d(), IWorkloadFactory::CreateTensorHandle(), TensorInfo::GetQuantizationOffset(), TensorInfo::GetQuantizationScale(), TensorInfo::GetShape(), armnnUtils::GetTensorInfo(), armnn::IgnoreUnused(), armnn::info, Convolution2dQueueDescriptor::m_Bias, Convolution2dDescriptor::m_BiasEnabled, Convolution2dDescriptor::m_DataLayout, Convolution2dDescriptor::m_DilationX, Convolution2dDescriptor::m_DilationY, Convolution2dDescriptor::m_PadBottom, Convolution2dDescriptor::m_PadLeft, Convolution2dDescriptor::m_PadRight, Convolution2dDescriptor::m_PadTop, QueueDescriptorWithParameters< LayerDescriptor >::m_Parameters, Convolution2dDescriptor::m_StrideX, Convolution2dDescriptor::m_StrideY, Convolution2dQueueDescriptor::m_Weight, armnn::NHWC, armnn::numeric_cast(), LayerTestResult< T, n >::output, LayerTestResult< T, n >::outputExpected, armnnUtils::Permute(), TensorInfo::SetQuantizationOffset(), and TensorInfo::SetQuantizationScale().
LayerTestResult<float, 4> SimpleDepthwiseConvolution2d3x3Dilation3x3NhwcTest | ( | armnn::IWorkloadFactory & | workloadFactory, |
const armnn::IBackendInternal::IMemoryManagerSharedPtr & | memoryManager | ||
) |
Definition at line 3284 of file Conv2dTestImpl.cpp.
LayerTestResult<T, 4> SimpleDepthwiseConvolution2d3x3Dilation3x3NhwcTestCommon | ( | armnn::IWorkloadFactory & | workloadFactory, |
const armnn::IBackendInternal::IMemoryManagerSharedPtr & | memoryManager, | ||
float | qScale, | ||
int32_t | qOffset, | ||
bool | biasEnabled | ||
) |
Definition at line 2212 of file Conv2dTestImpl.cpp.
References armnn::NHWC.