ArmNN
 20.11
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 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 2819 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().

2820 {
2821  const std::string descriptorName{"TransposeConvolution2dQueueDescriptor"};
2822 
2823  ValidateNumInputs(workloadInfo, descriptorName, 1);
2824  ValidateNumOutputs(workloadInfo, descriptorName, 1);
2825 
2826  const TensorInfo& inputTensorInfo = workloadInfo.m_InputTensorInfos[0];
2827  const TensorInfo& outputTensorInfo = workloadInfo.m_OutputTensorInfos[0];
2828 
2829  ValidateTensorNumDimensions(inputTensorInfo, descriptorName, 4, "input");
2830  ValidateTensorNumDimensions(outputTensorInfo, descriptorName, 4, "output");
2831 
2832  ValidatePointer(m_Weight, descriptorName, "weight");
2833 
2834  const TensorInfo& weightTensorInfo = m_Weight->GetTensorInfo();
2835  ValidateTensorNumDimensions(weightTensorInfo, descriptorName, 4, "weight");
2836 
2837  ValidateWeightDataType(inputTensorInfo, weightTensorInfo, descriptorName);
2838 
2839  Optional<TensorInfo> optionalBiasTensorInfo;
2841  {
2842  ValidatePointer(m_Bias, descriptorName, "bias");
2843 
2844  optionalBiasTensorInfo = MakeOptional<TensorInfo>(m_Bias->GetTensorInfo());
2845  const TensorInfo& biasTensorInfo = optionalBiasTensorInfo.value();
2846 
2847  ValidateTensorDataType(biasTensorInfo, GetBiasDataType(inputTensorInfo.GetDataType()), descriptorName, "bias");
2848  ValidateBiasTensorQuantization(biasTensorInfo, inputTensorInfo, weightTensorInfo, descriptorName);
2849  }
2850 
2851  ValidatePerAxisQuantization(inputTensorInfo,
2852  outputTensorInfo,
2853  weightTensorInfo,
2854  optionalBiasTensorInfo,
2855  descriptorName);
2856 
2857  std::vector<DataType> supportedTypes =
2858  {
2865  };
2866 
2867  ValidateDataTypes(inputTensorInfo, supportedTypes, descriptorName);
2868  ValidateTensorDataTypesMatch(inputTensorInfo, outputTensorInfo, descriptorName, "input", "output");
2869 }
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: