fill_internal.h File Reference

#include <vector>
#include <random>
#include "utilities_internal.h"
#include "memory/memorymanager.h"

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Functions
template<typename T >
void	magmadnn::internal::fill_uniform (MemoryManager< T > &m, const std::vector< T > &params)
template<typename T >
void	magmadnn::internal::fill_glorot (MemoryManager< T > &m, const std::vector< T > &params)
template<typename T >
void	magmadnn::internal::fill_mask (MemoryManager< T > &m, const std::vector< T > &params)
template<typename T >
void	magmadnn::internal::fill_diagonal (MemoryManager< T > &m, const std::vector< T > &params)
template<typename T >
void	magmadnn::internal::fill_constant (MemoryManager< T > &m, const std::vector< T > &params)

Detailed Description

Author

Daniel Nichols

Version

0.1

Date

2019-02-12

Copyright

Copyright (c) 2019

Function Documentation

fill_constant()

template<typename T >

void magmadnn::internal::fill_constant	(	MemoryManager< T > &	m,
		const std::vector< T > &	params
	)

Fills the memorymanager with the same constant value.

Template Parameters

T

Parameters

m	memorymanager to be filled.
params

fill_diagonal()

template<typename T >

void magmadnn::internal::fill_diagonal	(	MemoryManager< T > &	m,
		const std::vector< T > &	params
	)

Fills the memorymanager's diagonal elements. Assumes the memory manager is square. If one value is given for params, then it is applied to all diagonals. Otherwise the list is applied to fill the diagonals.

Template Parameters

T

Parameters

m
params

fill_glorot()

template<typename T >

void magmadnn::internal::fill_glorot	(	MemoryManager< T > &	m,
		const std::vector< T > &	params
	)

Fills the memorymanager with a modified normal distribution (per Glorot et. al.).

Template Parameters

T

Parameters

m	memorymanager to be filled.
params

fill_mask()

template<typename T >

void magmadnn::internal::fill_mask	(	MemoryManager< T > &	m,
		const std::vector< T > &	params
	)

Fills the memorymanager zeroes and ones using a Bernoulli distribution.

Template Parameters

T

Parameters

m	memorymanager to be filled.
params

fill_uniform()

template<typename T >

void magmadnn::internal::fill_uniform	(	MemoryManager< T > &	m,
		const std::vector< T > &	params
	)

Fills the memory manager with a uniform distribution.

Template Parameters

T

Parameters

m	memorymanager that will be filled
params