ArmNN
 20.02
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
 

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 494 of file WorkloadData.hpp.

Constructor & Destructor Documentation

◆ TransposeConvolution2dQueueDescriptor()

Definition at line 496 of file WorkloadData.hpp.

496  :
497  m_Weight(nullptr),
498  m_Bias(nullptr)
499  {}

Member Function Documentation

◆ Validate()

void Validate ( const WorkloadInfo workloadInfo) const

Definition at line 2674 of file WorkloadData.cpp.

References armnn::BFloat16, armnn::Float16, armnn::Float32, armnn::GetBiasDataType(), TensorInfo::GetDataType(), WorkloadInfo::m_InputTensorInfos, WorkloadInfo::m_OutputTensorInfos, armnn::QAsymmU8, armnn::QSymmS16, and OptionalReferenceSwitch< std::is_reference< T >::value, T >::value().

2675 {
2676  const std::string descriptorName{"TransposeConvolution2dQueueDescriptor"};
2677 
2678  ValidateNumInputs(workloadInfo, descriptorName, 1);
2679  ValidateNumOutputs(workloadInfo, descriptorName, 1);
2680 
2681  const TensorInfo& inputTensorInfo = workloadInfo.m_InputTensorInfos[0];
2682  const TensorInfo& outputTensorInfo = workloadInfo.m_OutputTensorInfos[0];
2683 
2684  ValidateTensorNumDimensions(inputTensorInfo, descriptorName, 4, "input");
2685  ValidateTensorNumDimensions(outputTensorInfo, descriptorName, 4, "output");
2686 
2687  ValidatePointer(m_Weight, descriptorName, "weight");
2688 
2689  const TensorInfo& weightTensorInfo = m_Weight->GetTensorInfo();
2690  ValidateTensorNumDimensions(weightTensorInfo, descriptorName, 4, "weight");
2691 
2692  ValidateWeightDataType(inputTensorInfo, weightTensorInfo, descriptorName);
2693 
2694  Optional<TensorInfo> optionalBiasTensorInfo;
2696  {
2697  ValidatePointer(m_Bias, descriptorName, "bias");
2698 
2699  optionalBiasTensorInfo = MakeOptional<TensorInfo>(m_Bias->GetTensorInfo());
2700  const TensorInfo& biasTensorInfo = optionalBiasTensorInfo.value();
2701 
2702  ValidateTensorDataType(biasTensorInfo, GetBiasDataType(inputTensorInfo.GetDataType()), descriptorName, "bias");
2703  ValidateBiasTensorQuantization(biasTensorInfo, inputTensorInfo, weightTensorInfo, descriptorName);
2704  }
2705 
2706  ValidatePerAxisQuantization(inputTensorInfo,
2707  outputTensorInfo,
2708  weightTensorInfo,
2709  optionalBiasTensorInfo,
2710  descriptorName);
2711 
2712  std::vector<DataType> supportedTypes =
2713  {
2719  };
2720 
2721  ValidateDataTypes(inputTensorInfo, supportedTypes, descriptorName);
2722  ValidateTensorDataTypesMatch(inputTensorInfo, outputTensorInfo, descriptorName, "input", "output");
2723 }
bool m_BiasEnabled
Enable/disable bias.
std::vector< TensorInfo > m_InputTensorInfos
DataType GetDataType() const
Definition: Tensor.hpp:95
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: