lbann::uniform_initializer< TensorDataType > Class Template Reference

Draw weights values from a uniform random distribution. More...

#include <initializer.hpp>

Inheritance diagram for lbann::uniform_initializer< TensorDataType >:

Collaboration diagram for lbann::uniform_initializer< TensorDataType >:

Public Types
Public Types
using	AbsDistMatrixType = El::AbstractDistMatrix< TensorDataType >
	The tensor type expected in this object. More...

Public Member Functions
	uniform_initializer (TensorDataType min=El::To< TensorDataType >(0), TensorDataType max=El::To< TensorDataType >(1))
std::string	get_type () const override
description	get_description () const override
void	fill (AbsDistMatrixType &matrix) override
void	write_proto (lbann_data::Initializer &init) const final
	Add initializer data to prototext. More...
Public Member Functions inherited from lbann::Cloneable< uniform_initializer< TensorDataType >, data_type_weights_initializer< TensorDataType > >
std::unique_ptr< uniform_initializer< TensorDataType > >	clone () const
	Return an exception-safe, memory-safe copy of this object. More...

Private Attributes
TensorDataType	m_min
TensorDataType	m_max

Detailed Description

template<typename TensorDataType>
class lbann::uniform_initializer< TensorDataType >

Draw weights values from a uniform random distribution.

Definition at line 187 of file initializer.hpp.

Member Typedef Documentation

AbsDistMatrixType

template<typename TensorDataType >

using lbann::uniform_initializer< TensorDataType >::AbsDistMatrixType = El::AbstractDistMatrix<TensorDataType>

The tensor type expected in this object.

Definition at line 196 of file initializer.hpp.

Constructor & Destructor Documentation

uniform_initializer()

template<typename TensorDataType >

lbann::uniform_initializer< TensorDataType >::uniform_initializer ( TensorDataType  min = El::To<TensorDataType>(0), TensorDataType  max = El::To<TensorDataType>(1)  )

inline

Definition at line 201 of file initializer.hpp.

Member Function Documentation

fill()

template<typename TensorDataType >

void lbann::uniform_initializer< TensorDataType >::fill ( AbsDistMatrixType &  matrix )

override

get_description()

template<typename TensorDataType >

description lbann::uniform_initializer< TensorDataType >::get_description ( ) const

override

get_type()

template<typename TensorDataType >

std::string lbann::uniform_initializer< TensorDataType >::get_type ( ) const

inlineoverride

Definition at line 205 of file initializer.hpp.

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write_proto()

template<typename TensorDataType >

void lbann::uniform_initializer< TensorDataType >::write_proto ( lbann_data::Initializer &  init ) const

final

Add initializer data to prototext.

Member Data Documentation

m_max

template<typename TensorDataType >

TensorDataType lbann::uniform_initializer< TensorDataType >::m_max

private

Uniform distribution maximum.

Definition at line 216 of file initializer.hpp.

m_min

template<typename TensorDataType >

TensorDataType lbann::uniform_initializer< TensorDataType >::m_min

private

Uniform distribution minimum.

Definition at line 214 of file initializer.hpp.

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

• initializer.hpp