ArmNN
 21.11
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 QueueDescriptor
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 ()=default
 
 QueueDescriptorWithParameters (QueueDescriptorWithParameters const &)=default
 
QueueDescriptorWithParametersoperator= (QueueDescriptorWithParameters const &)=default
 
- Protected Member Functions inherited from QueueDescriptor
 ~QueueDescriptor ()=default
 
 QueueDescriptor ()
 
 QueueDescriptor (QueueDescriptor const &)=default
 
QueueDescriptoroperator= (QueueDescriptor const &)=default
 

Detailed Description

Definition at line 562 of file WorkloadData.hpp.

Constructor & Destructor Documentation

◆ TransposeConvolution2dQueueDescriptor()

Definition at line 564 of file WorkloadData.hpp.

564  :
565  m_Weight(nullptr),
566  m_Bias(nullptr)
567  {}

Member Function Documentation

◆ Validate()

void Validate ( const WorkloadInfo workloadInfo) const

Definition at line 2949 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().

2950 {
2951  const std::string descriptorName{"TransposeConvolution2dQueueDescriptor"};
2952 
2953  ValidateNumInputs(workloadInfo, descriptorName, 1);
2954  ValidateNumOutputs(workloadInfo, descriptorName, 1);
2955 
2956  const TensorInfo& inputTensorInfo = workloadInfo.m_InputTensorInfos[0];
2957  const TensorInfo& outputTensorInfo = workloadInfo.m_OutputTensorInfos[0];
2958 
2959  ValidateTensorNumDimensions(inputTensorInfo, descriptorName, 4, "input");
2960  ValidateTensorNumDimensions(outputTensorInfo, descriptorName, 4, "output");
2961 
2962  ValidatePointer(m_Weight, descriptorName, "weight");
2963 
2964  const TensorInfo& weightTensorInfo = m_Weight->GetTensorInfo();
2965  ValidateTensorNumDimensions(weightTensorInfo, descriptorName, 4, "weight");
2966 
2967  ValidateWeightDataType(inputTensorInfo, weightTensorInfo, descriptorName);
2968 
2969  Optional<TensorInfo> optionalBiasTensorInfo;
2971  {
2972  ValidatePointer(m_Bias, descriptorName, "bias");
2973 
2974  optionalBiasTensorInfo = MakeOptional<TensorInfo>(m_Bias->GetTensorInfo());
2975  const TensorInfo& biasTensorInfo = optionalBiasTensorInfo.value();
2976 
2977  ValidateTensorDataType(biasTensorInfo, GetBiasDataType(inputTensorInfo.GetDataType()), descriptorName, "bias");
2978  ValidateBiasTensorQuantization(biasTensorInfo, inputTensorInfo, weightTensorInfo, descriptorName);
2979  }
2980 
2981  ValidatePerAxisQuantization(inputTensorInfo,
2982  outputTensorInfo,
2983  weightTensorInfo,
2984  optionalBiasTensorInfo,
2985  descriptorName);
2986 
2987  std::vector<DataType> supportedTypes =
2988  {
2995  };
2996 
2997  ValidateDataTypes(inputTensorInfo, supportedTypes, descriptorName);
2998  ValidateTensorDataTypesMatch(inputTensorInfo, outputTensorInfo, descriptorName, "input", "output");
2999 }
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: