C++ API Reference for Intel® Data Analytics Acceleration Library 2020 Update 1

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Parameter Struct Reference

Parameters for the forward and backward batch normalization layers. More...

Class Declaration

struct DAAL_EXPORT Parameter: public layers::Parameter
{
Parameter(double alpha = 0.01, double epsilon = 0.00001, size_t dimension = 1);
double alpha;
double epsilon;
size_t dimension;
};
Deprecated:
This item will be removed in a future release.

Constructor & Destructor Documentation

Parameter ( double  alpha = 0.01,
double  epsilon = 0.00001,
size_t  dimension = 1 
)

Constructs the parameters of the batch normalization layer

Parameters
[in]alphaSmoothing factor that is used in population mean and population variance computations
[in]epsilonA constant added to the mini-batch variance for numerical stability
[in]dimensionIndex of the dimension for which the normalization is performed
Deprecated:
This item will be removed in a future release.

Member Data Documentation

double alpha

Smoothing factor that is used in population mean and population variance computations

size_t dimension

Index of the dimension for which the normalization is performed

double epsilon

A constant added to the mini-batch variance for numerical stability


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

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