tiny_dnn::gradient_descent Struct Reference

SGD without momentum. More...

#include <optimizer.h>

Inheritance diagram for tiny_dnn::gradient_descent:

Collaboration diagram for tiny_dnn::gradient_descent:

Public Member Functions
void	update (const vec_t &dW, vec_t &W, bool parallelize)
Public Member Functions inherited from tiny_dnn::optimizer
	optimizer (const optimizer &)=default
	optimizer (optimizer &&)=default
optimizer &	operator= (const optimizer &)=default
optimizer &	operator= (optimizer &&)=default
virtual void	reset ()

Public Attributes
float_t	alpha
float_t	lambda

Detailed Description

SGD without momentum.

slightly faster than tiny_dnn::momentum

Member Function Documentation

update()

void tiny_dnn::gradient_descent::update ( const vec_t &  dW, vec_t &  W, bool  parallelize  )

inlinevirtual

Implements tiny_dnn::optimizer.

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

• tiny_dnn/optimizers/optimizer.h