ArmNN
 21.05
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 539 of file WorkloadData.hpp.

Constructor & Destructor Documentation

◆ TransposeConvolution2dQueueDescriptor()

Definition at line 541 of file WorkloadData.hpp.

541  :
542  m_Weight(nullptr),
543  m_Bias(nullptr)
544  {}

Member Function Documentation

◆ Validate()

void Validate ( const WorkloadInfo workloadInfo) const

Definition at line 2883 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().

2884 {
2885  const std::string descriptorName{"TransposeConvolution2dQueueDescriptor"};
2886 
2887  ValidateNumInputs(workloadInfo, descriptorName, 1);
2888  ValidateNumOutputs(workloadInfo, descriptorName, 1);
2889 
2890  const TensorInfo& inputTensorInfo = workloadInfo.m_InputTensorInfos[0];
2891  const TensorInfo& outputTensorInfo = workloadInfo.m_OutputTensorInfos[0];
2892 
2893  ValidateTensorNumDimensions(inputTensorInfo, descriptorName, 4, "input");
2894  ValidateTensorNumDimensions(outputTensorInfo, descriptorName, 4, "output");
2895 
2896  ValidatePointer(m_Weight, descriptorName, "weight");
2897 
2898  const TensorInfo& weightTensorInfo = m_Weight->GetTensorInfo();
2899  ValidateTensorNumDimensions(weightTensorInfo, descriptorName, 4, "weight");
2900 
2901  ValidateWeightDataType(inputTensorInfo, weightTensorInfo, descriptorName);
2902 
2903  Optional<TensorInfo> optionalBiasTensorInfo;
2905  {
2906  ValidatePointer(m_Bias, descriptorName, "bias");
2907 
2908  optionalBiasTensorInfo = MakeOptional<TensorInfo>(m_Bias->GetTensorInfo());
2909  const TensorInfo& biasTensorInfo = optionalBiasTensorInfo.value();
2910 
2911  ValidateTensorDataType(biasTensorInfo, GetBiasDataType(inputTensorInfo.GetDataType()), descriptorName, "bias");
2912  ValidateBiasTensorQuantization(biasTensorInfo, inputTensorInfo, weightTensorInfo, descriptorName);
2913  }
2914 
2915  ValidatePerAxisQuantization(inputTensorInfo,
2916  outputTensorInfo,
2917  weightTensorInfo,
2918  optionalBiasTensorInfo,
2919  descriptorName);
2920 
2921  std::vector<DataType> supportedTypes =
2922  {
2929  };
2930 
2931  ValidateDataTypes(inputTensorInfo, supportedTypes, descriptorName);
2932  ValidateTensorDataTypesMatch(inputTensorInfo, outputTensorInfo, descriptorName, "input", "output");
2933 }
bool m_BiasEnabled
Enable/disable bias.
const TensorInfo & GetTensorInfo() const
std::vector< TensorInfo > m_InputTensorInfos
DataType GetDataType() const
Definition: Tensor.hpp:194
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: