ArmNN
 21.02
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 QueueDescriptor
void ValidateInputsOutputs (const std::string &descName, unsigned int numExpectedIn, unsigned int numExpectedOut) const
 
template<typename T >
const T * GetAdditionalInformation () const
 

Public Attributes

const ConstCpuTensorHandlem_Weight
 
const ConstCpuTensorHandlem_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 534 of file WorkloadData.hpp.

Constructor & Destructor Documentation

◆ TransposeConvolution2dQueueDescriptor()

Definition at line 536 of file WorkloadData.hpp.

536  :
537  m_Weight(nullptr),
538  m_Bias(nullptr)
539  {}

Member Function Documentation

◆ Validate()

void Validate ( const WorkloadInfo workloadInfo) const

Definition at line 2835 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().

2836 {
2837  const std::string descriptorName{"TransposeConvolution2dQueueDescriptor"};
2838 
2839  ValidateNumInputs(workloadInfo, descriptorName, 1);
2840  ValidateNumOutputs(workloadInfo, descriptorName, 1);
2841 
2842  const TensorInfo& inputTensorInfo = workloadInfo.m_InputTensorInfos[0];
2843  const TensorInfo& outputTensorInfo = workloadInfo.m_OutputTensorInfos[0];
2844 
2845  ValidateTensorNumDimensions(inputTensorInfo, descriptorName, 4, "input");
2846  ValidateTensorNumDimensions(outputTensorInfo, descriptorName, 4, "output");
2847 
2848  ValidatePointer(m_Weight, descriptorName, "weight");
2849 
2850  const TensorInfo& weightTensorInfo = m_Weight->GetTensorInfo();
2851  ValidateTensorNumDimensions(weightTensorInfo, descriptorName, 4, "weight");
2852 
2853  ValidateWeightDataType(inputTensorInfo, weightTensorInfo, descriptorName);
2854 
2855  Optional<TensorInfo> optionalBiasTensorInfo;
2857  {
2858  ValidatePointer(m_Bias, descriptorName, "bias");
2859 
2860  optionalBiasTensorInfo = MakeOptional<TensorInfo>(m_Bias->GetTensorInfo());
2861  const TensorInfo& biasTensorInfo = optionalBiasTensorInfo.value();
2862 
2863  ValidateTensorDataType(biasTensorInfo, GetBiasDataType(inputTensorInfo.GetDataType()), descriptorName, "bias");
2864  ValidateBiasTensorQuantization(biasTensorInfo, inputTensorInfo, weightTensorInfo, descriptorName);
2865  }
2866 
2867  ValidatePerAxisQuantization(inputTensorInfo,
2868  outputTensorInfo,
2869  weightTensorInfo,
2870  optionalBiasTensorInfo,
2871  descriptorName);
2872 
2873  std::vector<DataType> supportedTypes =
2874  {
2881  };
2882 
2883  ValidateDataTypes(inputTensorInfo, supportedTypes, descriptorName);
2884  ValidateTensorDataTypesMatch(inputTensorInfo, outputTensorInfo, descriptorName, "input", "output");
2885 }
bool m_BiasEnabled
Enable/disable bias.
std::vector< TensorInfo > m_InputTensorInfos
DataType GetDataType() const
Definition: Tensor.hpp:194
std::vector< TensorInfo > m_OutputTensorInfos
DataType GetBiasDataType(DataType inputDataType)
const TensorInfo & GetTensorInfo() const

Member Data Documentation

◆ m_Bias

◆ m_Weight


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