ArmNN
 22.02
TransposeConvolution2dQueueDescriptor Struct Reference

#include <WorkloadData.hpp>

Inheritance diagram for TransposeConvolution2dQueueDescriptor:
QueueDescriptorWithParameters< TransposeConvolution2dDescriptor > QueueDescriptor

Public Member Functions

 TransposeConvolution2dQueueDescriptor ()
 
void Validate (const WorkloadInfo &workloadInfo) const
 
- Public Member Functions inherited from QueueDescriptorWithParameters< TransposeConvolution2dDescriptor >
virtual ~QueueDescriptorWithParameters ()=default
 
- Public Member Functions inherited from QueueDescriptor
virtual ~QueueDescriptor ()=default
 
void ValidateInputsOutputs (const std::string &descName, unsigned int numExpectedIn, unsigned int numExpectedOut) const
 
template<typename T >
const T * GetAdditionalInformation () const
 

Public Attributes

const ConstTensorHandlem_Weight
 
const ConstTensorHandlem_Bias
 
- Public Attributes inherited from QueueDescriptorWithParameters< TransposeConvolution2dDescriptor >
TransposeConvolution2dDescriptor m_Parameters
 
- Public Attributes inherited from QueueDescriptor
std::vector< ITensorHandle * > m_Inputs
 
std::vector< ITensorHandle * > m_Outputs
 
void * m_AdditionalInfoObject
 

Additional Inherited Members

- Protected Member Functions inherited from QueueDescriptorWithParameters< TransposeConvolution2dDescriptor >
 QueueDescriptorWithParameters ()=default
 
 QueueDescriptorWithParameters (QueueDescriptorWithParameters const &)=default
 
QueueDescriptorWithParametersoperator= (QueueDescriptorWithParameters const &)=default
 
- Protected Member Functions inherited from QueueDescriptor
 QueueDescriptor ()
 
 QueueDescriptor (QueueDescriptor const &)=default
 
QueueDescriptoroperator= (QueueDescriptor const &)=default
 

Detailed Description

Definition at line 567 of file WorkloadData.hpp.

Constructor & Destructor Documentation

◆ TransposeConvolution2dQueueDescriptor()

Definition at line 569 of file WorkloadData.hpp.

569  :
570  m_Weight(nullptr),
571  m_Bias(nullptr)
572  {}

Member Function Documentation

◆ Validate()

void Validate ( const WorkloadInfo workloadInfo) const

Definition at line 2977 of file WorkloadData.cpp.

References armnn::BFloat16, armnn::Float16, armnn::Float32, armnn::GetBiasDataType(), TensorInfo::GetDataType(), WorkloadInfo::m_InputTensorInfos, WorkloadInfo::m_OutputTensorInfos, armnn::QAsymmS8, armnn::QAsymmU8, armnn::QSymmS16, and OptionalReferenceSwitch< std::is_reference< T >::value, T >::value().

2978 {
2979  const std::string descriptorName{"TransposeConvolution2dQueueDescriptor"};
2980 
2981  ValidateNumInputs(workloadInfo, descriptorName, 1);
2982  ValidateNumOutputs(workloadInfo, descriptorName, 1);
2983 
2984  const TensorInfo& inputTensorInfo = workloadInfo.m_InputTensorInfos[0];
2985  const TensorInfo& outputTensorInfo = workloadInfo.m_OutputTensorInfos[0];
2986 
2987  ValidateTensorNumDimensions(inputTensorInfo, descriptorName, 4, "input");
2988  ValidateTensorNumDimensions(outputTensorInfo, descriptorName, 4, "output");
2989 
2990  ValidatePointer(m_Weight, descriptorName, "weight");
2991 
2992  const TensorInfo& weightTensorInfo = m_Weight->GetTensorInfo();
2993  ValidateTensorNumDimensions(weightTensorInfo, descriptorName, 4, "weight");
2994 
2995  ValidateWeightDataType(inputTensorInfo, weightTensorInfo, descriptorName);
2996 
2997  Optional<TensorInfo> optionalBiasTensorInfo;
2999  {
3000  ValidatePointer(m_Bias, descriptorName, "bias");
3001 
3002  optionalBiasTensorInfo = MakeOptional<TensorInfo>(m_Bias->GetTensorInfo());
3003  const TensorInfo& biasTensorInfo = optionalBiasTensorInfo.value();
3004 
3005  ValidateTensorDataType(biasTensorInfo, GetBiasDataType(inputTensorInfo.GetDataType()), descriptorName, "bias");
3006  ValidateBiasTensorQuantization(biasTensorInfo, inputTensorInfo, weightTensorInfo, descriptorName);
3007  }
3008 
3009  ValidatePerAxisQuantization(inputTensorInfo,
3010  outputTensorInfo,
3011  weightTensorInfo,
3012  optionalBiasTensorInfo,
3013  descriptorName);
3014 
3015  std::vector<DataType> supportedTypes =
3016  {
3023  };
3024 
3025  ValidateDataTypes(inputTensorInfo, supportedTypes, descriptorName);
3026  ValidateTensorDataTypesMatch(inputTensorInfo, outputTensorInfo, descriptorName, "input", "output");
3027 }
bool m_BiasEnabled
Enable/disable bias.
const TensorInfo & GetTensorInfo() const
std::vector< TensorInfo > m_InputTensorInfos
DataType GetDataType() const
Definition: Tensor.hpp:198
std::vector< TensorInfo > m_OutputTensorInfos
DataType GetBiasDataType(DataType inputDataType)

Member Data Documentation

◆ m_Bias

◆ m_Weight


The documentation for this struct was generated from the following files: