Inheritance diagram for micNetParams:

Public Member Functions
void	init_defaults ()

int	init_from_string (const string &init_str)

int	node_infos_init_finish ()

Public Member Functions inherited from SerializableObject
virtual int	version () const
	Relevant for serializations.

virtual string	my_class_name () const
	For better handling of serializations it is highly recommended that each SerializableObject inheriting class will implement the next method.

virtual void	serialized_fields_name (vector< string > &field_names) const
	The names of the serialized fields.

virtual void *	new_polymorphic (string derived_name)
	for polymorphic classes that want to be able to serialize/deserialize a pointer * to the derived class given its type one needs to implement this function to return a new to the derived class given its type (as in my_type)

virtual void	pre_serialization ()

virtual void	post_deserialization ()

virtual size_t	get_size ()
	Gets bytes sizes for serializations.

virtual size_t	serialize (unsigned char *blob)
	Serialiazing object to blob memory. return number ob bytes wrote to memory.

virtual size_t	deserialize (unsigned char *blob)
	Deserialiazing blob to object. returns number of bytes read.

size_t	serialize_vec (vector< unsigned char > &blob)

size_t	deserialize_vec (vector< unsigned char > &blob)

virtual size_t	serialize (vector< unsigned char > &blob)

virtual size_t	deserialize (vector< unsigned char > &blob)

virtual int	read_from_file (const string &fname)
	read and deserialize model

virtual int	write_to_file (const string &fname)
	serialize model and write to file

virtual int	read_from_file_unsafe (const string &fname)
	read and deserialize model without checking version number - unsafe read

int	init_from_string (string init_string)
	Init from string.

int	init_params_from_file (string init_file)

int	init_param_from_file (string file_str, string &param)

virtual int	init (map< string, string > &map)
	Virtual to init object from parsed fields.

int	update_from_string (const string &init_string)

virtual int	update (map< string, string > &map)
	Virtual to update object from parsed fields.

virtual string	object_json () const

Data Fields
string	params_init_string

int	batch_size

int	predict_batch_size

int	n_categ

int	n_per_categ

int	nfeat

vector< float >	samp_ratio

float	max_wgt_norm

float	min_wgt_norm

float	weights_init_std

float	rate_decay

float	def_A

float	def_B

float	def_learning_rate

float	def_lambda

float	def_momentum

vector< float >	learning_rates

int	n_norm_layers

float	normalization_factor

float	sparse_zero_prob

vector< int >	n_hidden

vector< float >	dropout_in_probs

string	net_type

string	loss_type

int	min_epochs

int	max_epochs

int	n_back

float	min_improve_n_back

int	n_preds_per_sample

int	pred_class

int	last_layer_to_keep

Member Function Documentation

◆ init_from_string()

int micNetParams::init_from_string ( const string & init_str )

[micNetParams::init_from_string]

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

Internal/micNet/micNet/micNet.h
Internal/micNet/micNet/micNet.cpp

Public Member Functions

Data Fields

Member Function Documentation

◆ init_from_string()