ArmNN
 22.11
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 ValidateTensorNumDimensions (const TensorInfo &tensor, std::string const &descName, unsigned int numDimensions, std::string const &tensorName) const
 
void ValidateTensorNumDimNumElem (const TensorInfo &tensorInfo, unsigned int numDimension, unsigned int numElements, std::string const &tensorName) const
 
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
 
bool m_AllowExpandedDims = false
 

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 576 of file WorkloadData.hpp.

Constructor & Destructor Documentation

◆ TransposeConvolution2dQueueDescriptor()

Definition at line 578 of file WorkloadData.hpp.

578  :
579  m_Weight(nullptr),
580  m_Bias(nullptr)
581  {}

Member Function Documentation

◆ Validate()

void Validate ( const WorkloadInfo workloadInfo) const

Definition at line 3007 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, QueueDescriptor::ValidateTensorNumDimensions(), and OptionalReferenceSwitch< std::is_reference< T >::value, T >::value().

3008 {
3009  const std::string descriptorName{"TransposeConvolution2dQueueDescriptor"};
3010 
3011  ValidateNumInputs(workloadInfo, descriptorName, 1);
3012  ValidateNumOutputs(workloadInfo, descriptorName, 1);
3013 
3014  const TensorInfo& inputTensorInfo = workloadInfo.m_InputTensorInfos[0];
3015  const TensorInfo& outputTensorInfo = workloadInfo.m_OutputTensorInfos[0];
3016 
3017  ValidateTensorNumDimensions(inputTensorInfo, descriptorName, 4, "input");
3018  ValidateTensorNumDimensions(outputTensorInfo, descriptorName, 4, "output");
3019 
3020  ValidatePointer(m_Weight, descriptorName, "weight");
3021 
3022  const TensorInfo& weightTensorInfo = m_Weight->GetTensorInfo();
3023  ValidateTensorNumDimensions(weightTensorInfo, descriptorName, 4, "weight");
3024 
3025  ValidateWeightDataType(inputTensorInfo, weightTensorInfo, descriptorName);
3026 
3027  Optional<TensorInfo> optionalBiasTensorInfo;
3029  {
3030  ValidatePointer(m_Bias, descriptorName, "bias");
3031 
3032  optionalBiasTensorInfo = MakeOptional<TensorInfo>(m_Bias->GetTensorInfo());
3033  const TensorInfo& biasTensorInfo = optionalBiasTensorInfo.value();
3034 
3035  ValidateTensorDataType(biasTensorInfo, GetBiasDataType(inputTensorInfo.GetDataType()), descriptorName, "bias");
3036  ValidateBiasTensorQuantization(biasTensorInfo, inputTensorInfo, weightTensorInfo, descriptorName);
3037  }
3038 
3039  ValidatePerAxisQuantization(inputTensorInfo,
3040  outputTensorInfo,
3041  weightTensorInfo,
3042  optionalBiasTensorInfo,
3043  descriptorName);
3044 
3045  std::vector<DataType> supportedTypes =
3046  {
3053  };
3054 
3055  ValidateDataTypes(inputTensorInfo, supportedTypes, descriptorName);
3056  ValidateTensorDataTypesMatch(inputTensorInfo, outputTensorInfo, descriptorName, "input", "output");
3057 }
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)
void ValidateTensorNumDimensions(const TensorInfo &tensor, std::string const &descName, unsigned int numDimensions, std::string const &tensorName) const

Member Data Documentation

◆ m_Bias

◆ m_Weight


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