network.h File Reference

PCFNN_NETWORK. More...

#include "../../config.h"
#include <stdlib.h>
#include <stdio.h>
#include "layer.h"
#include "ANN/tools.h"

Include dependency graph for network.h:

This graph shows which files directly or indirectly include this file:

Go to the source code of this file.

Data Structures
struct	PCFNN_NETWORK
	Network unit. More...

Typedefs
typedef struct PCFNN_NETWORK	PCFNN_NETWORK

Functions
struct PCFNN_NETWORK *	PCFNN_NETWORK_new ()
	Initialize a PCFNN_NETWORK. More...
void	PCFNN_NETWORK_free (struct PCFNN_NETWORK *net)
	Free all memory allocation of an PCFNN_NETWORK (It will call PCFNN_LAYER_free) More...
void	PCFNN_NETWORK_clear (struct PCFNN_NETWORK *net)
	Clear all layers in the PCFNN_NETWORK net (It will call PCFNN_LAYER_clear) More...
int	PCFNN_NETWORK_addl (struct PCFNN_NETWORK *net, struct PCFNN_LAYER *l)
	Add the PCFNN_LAYER l to the PCFNN_NETWORK net. More...
int	PCFNN_NETWORK_build (struct PCFNN_NETWORK *net)
	Initialize all internal data of the PCFNN_NETWORK l and build of PCFNN_LAYER it contains. More...
struct PCFNN_NETWORK *	PCFNN_NETWORK_build_from_array (size_t *spec, size_t len, double(*f_init)(double), double(*f_act)(double), double(*f_act_de)(double))
	Initialize a new PCFNN_NETWORK from an array of number that represent the number of neurons for each layers. More...
size_t	PCFNN_NETWORK_get_ram_usage (struct PCFNN_NETWORK *net)
	Give the number of bytes used by the PCFNN_NETWORK net and all PCFNN_LAYER it contains. More...
void	PCFNN_NETWORK_summary (struct PCFNN_NETWORK *net, size_t param[5])
	Write on param network statistics. More...
void	PCFNN_NETWORK_print_summary (struct PCFNN_NETWORK *net)
	Print neural network summary. More...

Detailed Description

PCFNN_NETWORK.

Author

Cedric FARINAZZO

Version

0.1

Date

5 may 2019

network unit for PCFNN neural network

Definition in file network.h.

Typedef Documentation

PCFNN_NETWORK

typedef struct PCFNN_NETWORK PCFNN_NETWORK

Function Documentation

PCFNN_NETWORK_addl()

PCFNN_NETWORK_addl	(	struct PCFNN_NETWORK *	net,
		struct PCFNN_LAYER *	l
	)

Add the PCFNN_LAYER l to the PCFNN_NETWORK net.

Parameters

[in]	net	(struct PCFNN_NETWORK*) a pointer an a PCFNN_NETWORK
[in]	l	(struct PCFNN_LAYER*) a pointer an a PCFNN_LAYER to add

Returns

0 if done, 1 if wrong arguments or -1 if an allocation failed and the network is broken

Definition at line 39 of file network.c.

PCFNN_NETWORK_build()

PCFNN_NETWORK_build

(

struct PCFNN_NETWORK *

net

)

Initialize all internal data of the PCFNN_NETWORK l and build of PCFNN_LAYER it contains.

Parameters

[in]

net

(struct PCFNN_NETWORK*) a pointer an a PCFNN_NETWORK

Returns

0 if done, 1 if wrong arguments or -1 if an allocation failed and the network and all layers it contains are broken

Definition at line 50 of file network.c.

Here is the call graph for this function:

PCFNN_NETWORK_build_from_array()

PCFNN_NETWORK * PCFNN_NETWORK_build_from_array	(	size_t *	spec,
		size_t	len,
		double(*)(double)	f_init,
		double(*)(double)	f_act,
		double(*)(double)	f_act_de
	)

Initialize a new PCFNN_NETWORK from an array of number that represent the number of neurons for each layers.

Parameters

[in]	spec	(size_t*) array of number that represent the number of neurons for each layers
[in]	len	(size_t) length of spec
[in]	f_init	(double(*f_init)()) a pointer on an weights/bias initialisation functon
[in]	f_act	(double(*f_act)(double)) a pointer on activation functon
[in]	f_act_de	(double(*f_act_de)(double)) a pointer on derivative activation functon who is the derivate of the f_act function pointer

Returns

a new PCFNN_NETWORK or NULL if an error occured

Definition at line 70 of file network.c.

Here is the call graph for this function:

PCFNN_NETWORK_clear()

PCFNN_NETWORK_clear

(

struct PCFNN_NETWORK *

net

)

Clear all layers in the PCFNN_NETWORK net (It will call PCFNN_LAYER_clear)

Parameters

[in]

net

(struct PCFNN_NETWORK*) a pointer an a PCFNN_NETWORK to clear

Definition at line 31 of file network.c.

Here is the call graph for this function:

PCFNN_NETWORK_free()

PCFNN_NETWORK_free

(

struct PCFNN_NETWORK *

net

)

Free all memory allocation of an PCFNN_NETWORK (It will call PCFNN_LAYER_free)

Parameters

[in]

net

(struct PCFNN_NETWORK*) a pointer an a PCFNN_NETWORK to free

Definition at line 21 of file network.c.

Here is the call graph for this function:

PCFNN_NETWORK_get_ram_usage()

PCFNN_NETWORK_get_ram_usage

(

struct PCFNN_NETWORK *

net

)

Give the number of bytes used by the PCFNN_NETWORK net and all PCFNN_LAYER it contains.

Parameters

[in]

net

(struct PCFNN_NETWORK*) a pointer an a PCFNN_NETWORK

Returns

(size_t) number of bytes if l is NULL return 0

Definition at line 95 of file network.c.

Here is the call graph for this function:

PCFNN_NETWORK_new()

PCFNN_NETWORK_new

(

)

Initialize a PCFNN_NETWORK.

Returns

PCFNN_NETWORK structure pointer or NULL if an error occured

Definition at line 9 of file network.c.

PCFNN_NETWORK_print_summary()

PCFNN_NETWORK_print_summary

(

struct PCFNN_NETWORK *

net

)

Print neural network summary.

Parameters

[in]

net

(struct PCFNN_NETWORK*) a pointer an a PCFNN_NETWORK

Definition at line 126 of file network.c.

Here is the call graph for this function:

PCFNN_NETWORK_summary()

PCFNN_NETWORK_summary	(	struct PCFNN_NETWORK *	net,
		size_t	param[5]
	)

Write on param network statistics.

Parameters

[in]	net	(struct PCFNN_NETWORK*) a pointer an a PCFNN_NETWORK
[out]	param	(size_t) network statistics param[0]: number of unlocked parameters param[1]: number of locked parameters param[2]: ram usage in bytes param[3]: number of layer param[4]: number of neurons

Definition at line 106 of file network.c.

Here is the call graph for this function: