ceras::adam< Loss, T > Struct Template Reference

#include <optimizer.hpp>

Inheritance diagram for ceras::adam< Loss, T >:

Public Types
typedef tensor< T >	tensor_type

Public Member Functions
	adam (Loss &loss, std::size_t batch_size, T learning_rate=1.0e-1, T beta_1=0.9, T beta_2=0.999, bool amsgrad=false) noexcept
void	forward ()

Public Attributes
Loss &	loss_
T	learning_rate_
T	beta_1_
T	beta_2_
bool	amsgrad_
unsigned long	iterations_

Member Typedef Documentation

tensor_type

template<typename Loss , typename T >

typedef tensor< T > ceras::adam< Loss, T >::tensor_type

Constructor & Destructor Documentation

adam()

template<typename Loss , typename T >

ceras::adam< Loss, T >::adam ( Loss &  loss, std::size_t  batch_size, T  learning_rate = 1.0e-1, T  beta_1 = 0.9, T  beta_2 = 0.999, bool  amsgrad = false  )

inlinenoexcept

Member Function Documentation

forward()

template<typename Loss , typename T >

void ceras::adam< Loss, T >::forward ( )

inline

Member Data Documentation

amsgrad_

template<typename Loss , typename T >

bool ceras::adam< Loss, T >::amsgrad_

beta_1_

template<typename Loss , typename T >

T ceras::adam< Loss, T >::beta_1_

beta_2_

template<typename Loss , typename T >

T ceras::adam< Loss, T >::beta_2_

iterations_

template<typename Loss , typename T >

unsigned long ceras::adam< Loss, T >::iterations_

learning_rate_

template<typename Loss , typename T >

T ceras::adam< Loss, T >::learning_rate_

loss_

template<typename Loss , typename T >

Loss& ceras::adam< Loss, T >::loss_

---

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

• /home/feng/workspace/github.repo/ceras/include/optimizer.hpp