sann::p Struct Reference

The parameters object. It holds all the settable hyper-parameters: More...

#include <dataStructures.h>

Public Attributes
std::size_t	max_epoch
std::size_t	mb
float	eta
float	mi
float	lambda
std::function< void(struct p &par, const size_t epoch)>	update

Detailed Description

The parameters object. It holds all the settable hyper-parameters:

• max_epoch: The maximum number of epoch on which train.
• mb : The mini_batch size (1 = online, inputs_size = stochastic)
• eta : The learning rate.
• mi : The momentum term.
• lambda : The L2 term.
• update(struct p &par, const size_t epoch) : This function is called every epoch, and the argument are the struct on which it is called and the epoch. This attribute allows to change the hyperparameters every epoch.

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

• sann/dataStructures.h