ArmNN
 20.08
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
 

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
 

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 ()=default
 
 QueueDescriptor (QueueDescriptor const &)=default
 
QueueDescriptoroperator= (QueueDescriptor const &)=default
 

Detailed Description

Definition at line 516 of file WorkloadData.hpp.

Constructor & Destructor Documentation

◆ TransposeConvolution2dQueueDescriptor()

Definition at line 518 of file WorkloadData.hpp.

518  :
519  m_Weight(nullptr),
520  m_Bias(nullptr)
521  {}

Member Function Documentation

◆ Validate()

void Validate ( const WorkloadInfo workloadInfo) const

Definition at line 2794 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().

2795 {
2796  const std::string descriptorName{"TransposeConvolution2dQueueDescriptor"};
2797 
2798  ValidateNumInputs(workloadInfo, descriptorName, 1);
2799  ValidateNumOutputs(workloadInfo, descriptorName, 1);
2800 
2801  const TensorInfo& inputTensorInfo = workloadInfo.m_InputTensorInfos[0];
2802  const TensorInfo& outputTensorInfo = workloadInfo.m_OutputTensorInfos[0];
2803 
2804  ValidateTensorNumDimensions(inputTensorInfo, descriptorName, 4, "input");
2805  ValidateTensorNumDimensions(outputTensorInfo, descriptorName, 4, "output");
2806 
2807  ValidatePointer(m_Weight, descriptorName, "weight");
2808 
2809  const TensorInfo& weightTensorInfo = m_Weight->GetTensorInfo();
2810  ValidateTensorNumDimensions(weightTensorInfo, descriptorName, 4, "weight");
2811 
2812  ValidateWeightDataType(inputTensorInfo, weightTensorInfo, descriptorName);
2813 
2814  Optional<TensorInfo> optionalBiasTensorInfo;
2816  {
2817  ValidatePointer(m_Bias, descriptorName, "bias");
2818 
2819  optionalBiasTensorInfo = MakeOptional<TensorInfo>(m_Bias->GetTensorInfo());
2820  const TensorInfo& biasTensorInfo = optionalBiasTensorInfo.value();
2821 
2822  ValidateTensorDataType(biasTensorInfo, GetBiasDataType(inputTensorInfo.GetDataType()), descriptorName, "bias");
2823  ValidateBiasTensorQuantization(biasTensorInfo, inputTensorInfo, weightTensorInfo, descriptorName);
2824  }
2825 
2826  ValidatePerAxisQuantization(inputTensorInfo,
2827  outputTensorInfo,
2828  weightTensorInfo,
2829  optionalBiasTensorInfo,
2830  descriptorName);
2831 
2832  std::vector<DataType> supportedTypes =
2833  {
2840  };
2841 
2842  ValidateDataTypes(inputTensorInfo, supportedTypes, descriptorName);
2843  ValidateTensorDataTypesMatch(inputTensorInfo, outputTensorInfo, descriptorName, "input", "output");
2844 }
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: