ArmNN
 20.08
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
 

Public Attributes

const ConstCpuTensorHandlem_Mean
 
const ConstCpuTensorHandlem_Variance
 
const ConstCpuTensorHandlem_Beta
 
const ConstCpuTensorHandlem_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
 

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

Detailed Description

Definition at line 275 of file WorkloadData.hpp.

Constructor & Destructor Documentation

◆ BatchNormalizationQueueDescriptor()

Definition at line 277 of file WorkloadData.hpp.

278  : m_Mean(nullptr)
279  , m_Variance(nullptr)
280  , m_Beta(nullptr)
281  , m_Gamma(nullptr)
282  {
283  }
const ConstCpuTensorHandle * m_Gamma
const ConstCpuTensorHandle * m_Beta
const ConstCpuTensorHandle * m_Mean
const ConstCpuTensorHandle * m_Variance

Member Function Documentation

◆ Validate()

void Validate ( const WorkloadInfo workloadInfo) const

Definition at line 1156 of file WorkloadData.cpp.

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

1157 {
1158  const std::string descriptorName{"BatchNormalizationQueueDescriptor"};
1159 
1160  ValidateNumInputs(workloadInfo, descriptorName, 1);
1161  ValidateNumOutputs(workloadInfo, descriptorName, 1);
1162 
1163  const TensorInfo& inputTensorInfo = workloadInfo.m_InputTensorInfos[0];
1164  const TensorInfo& outputTensorInfo = workloadInfo.m_OutputTensorInfos[0];
1165 
1166  std::vector<DataType> supportedTypes =
1167  {
1174  };
1175 
1176  ValidateDataTypes(inputTensorInfo, supportedTypes, descriptorName);
1177  ValidateDataTypes(outputTensorInfo, supportedTypes, descriptorName);
1178 
1179  ValidateTensorDataTypesMatch(inputTensorInfo, outputTensorInfo, descriptorName, "input", "output");
1180  ValidateTensorShapesMatch(inputTensorInfo, outputTensorInfo, descriptorName, "input", "output");
1181 
1182  ValidatePointer(m_Mean, descriptorName, "mean");
1183  ValidatePointer(m_Variance, descriptorName, "variance");
1184  ValidatePointer(m_Beta, descriptorName, "beta");
1185  ValidatePointer(m_Gamma, descriptorName, "gamma");
1186 
1187  const TensorInfo& mean = m_Mean->GetTensorInfo();
1188  const TensorInfo& variance = m_Variance->GetTensorInfo();
1189  const TensorInfo& beta = m_Beta->GetTensorInfo();
1190  const TensorInfo& gamma = m_Gamma->GetTensorInfo();
1191 
1192  ValidateTensorNumDimensions(mean, descriptorName, 1, "mean");
1193  ValidateTensorNumDimensions(variance, descriptorName, 1, "variance");
1194  ValidateTensorNumDimensions(beta, descriptorName, 1, "beta");
1195  ValidateTensorNumDimensions(gamma, descriptorName, 1, "gamma");
1196 
1197  ValidateTensorShapesMatch(mean, variance, descriptorName, "mean", "variance");
1198  ValidateTensorShapesMatch(mean, beta, descriptorName, "mean", "beta");
1199  ValidateTensorShapesMatch(mean, gamma, descriptorName, "mean", "gamma");
1200 }
const ConstCpuTensorHandle * m_Gamma
const ConstCpuTensorHandle * m_Beta
const ConstCpuTensorHandle * m_Mean
const ConstCpuTensorHandle * m_Variance
std::vector< TensorInfo > m_InputTensorInfos
std::vector< TensorInfo > m_OutputTensorInfos
const TensorInfo & GetTensorInfo() const

Member Data Documentation

◆ m_Beta

const ConstCpuTensorHandle* m_Beta

◆ m_Gamma

const ConstCpuTensorHandle* m_Gamma

◆ m_Mean

const ConstCpuTensorHandle* m_Mean

◆ m_Variance

const ConstCpuTensorHandle* m_Variance

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