ArmNN
 21.05
BatchNormalizationQueueDescriptor Struct Reference

#include <WorkloadData.hpp>

Inheritance diagram for BatchNormalizationQueueDescriptor:
QueueDescriptorWithParameters< BatchNormalizationDescriptor > QueueDescriptor

Public Member Functions

 BatchNormalizationQueueDescriptor ()
 
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_Mean
 
const ConstTensorHandlem_Variance
 
const ConstTensorHandlem_Beta
 
const ConstTensorHandlem_Gamma
 
- Public Attributes inherited from QueueDescriptorWithParameters< BatchNormalizationDescriptor >
BatchNormalizationDescriptor 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< BatchNormalizationDescriptor >
 ~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 298 of file WorkloadData.hpp.

Constructor & Destructor Documentation

◆ BatchNormalizationQueueDescriptor()

Definition at line 300 of file WorkloadData.hpp.

301  : m_Mean(nullptr)
302  , m_Variance(nullptr)
303  , m_Beta(nullptr)
304  , m_Gamma(nullptr)
305  {
306  }
const ConstTensorHandle * m_Variance

Member Function Documentation

◆ Validate()

void Validate ( const WorkloadInfo workloadInfo) const

Definition at line 1233 of file WorkloadData.cpp.

References armnn::BFloat16, armnn::Float16, armnn::Float32, WorkloadInfo::m_InputTensorInfos, WorkloadInfo::m_OutputTensorInfos, armnn::QAsymmS8, armnn::QAsymmU8, and armnn::QSymmS16.

1234 {
1235  const std::string descriptorName{"BatchNormalizationQueueDescriptor"};
1236 
1237  ValidateNumInputs(workloadInfo, descriptorName, 1);
1238  ValidateNumOutputs(workloadInfo, descriptorName, 1);
1239 
1240  const TensorInfo& inputTensorInfo = workloadInfo.m_InputTensorInfos[0];
1241  const TensorInfo& outputTensorInfo = workloadInfo.m_OutputTensorInfos[0];
1242 
1243  std::vector<DataType> supportedTypes =
1244  {
1251  };
1252 
1253  ValidateDataTypes(inputTensorInfo, supportedTypes, descriptorName);
1254  ValidateDataTypes(outputTensorInfo, supportedTypes, descriptorName);
1255 
1256  ValidateTensorDataTypesMatch(inputTensorInfo, outputTensorInfo, descriptorName, "input", "output");
1257  ValidateTensorShapesMatch(inputTensorInfo, outputTensorInfo, descriptorName, "input", "output");
1258 
1259  ValidatePointer(m_Mean, descriptorName, "mean");
1260  ValidatePointer(m_Variance, descriptorName, "variance");
1261  ValidatePointer(m_Beta, descriptorName, "beta");
1262  ValidatePointer(m_Gamma, descriptorName, "gamma");
1263 
1264  const TensorInfo& mean = m_Mean->GetTensorInfo();
1265  const TensorInfo& variance = m_Variance->GetTensorInfo();
1266  const TensorInfo& beta = m_Beta->GetTensorInfo();
1267  const TensorInfo& gamma = m_Gamma->GetTensorInfo();
1268 
1269  ValidateTensorNumDimensions(mean, descriptorName, 1, "mean");
1270  ValidateTensorNumDimensions(variance, descriptorName, 1, "variance");
1271  ValidateTensorNumDimensions(beta, descriptorName, 1, "beta");
1272  ValidateTensorNumDimensions(gamma, descriptorName, 1, "gamma");
1273 
1274  ValidateTensorShapesMatch(mean, variance, descriptorName, "mean", "variance");
1275  ValidateTensorShapesMatch(mean, beta, descriptorName, "mean", "beta");
1276  ValidateTensorShapesMatch(mean, gamma, descriptorName, "mean", "gamma");
1277 }
const ConstTensorHandle * m_Variance
const TensorInfo & GetTensorInfo() const
std::vector< TensorInfo > m_InputTensorInfos
std::vector< TensorInfo > m_OutputTensorInfos

Member Data Documentation

◆ m_Beta

◆ m_Gamma

◆ m_Mean

◆ m_Variance


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