/Users/mlind/Coding/Github/mnist-dnn/main.c File Reference

#include <stdlib.h>
#include <time.h>
#include <stdarg.h>
#include <math.h>
#include <locale.h>
#include "dnn.h"
#include "util/mnist-utils.h"
#include "util/mnist-stats.h"
#include "util/screen.h"

Functions
void	trainNetwork (Network *nn)
	Trains a network on the MNIST training set. More...
void	testNetwork (Network *nn)
	Tests an already trained network on the MNIST testing set. More...
int	main (int argc, const char *argv[])

Function Documentation

int main	(	int	argc,
		const char *	argv[]
	)

Run a demo that creates a network using a sample network design and ouputs result to console

void testNetwork

(

Network *

nn

)

Tests an already trained network on the MNIST testing set.

Follows same steps as training process but without backpropagation and updating weights

Parameters

nn	A pointer to the network

void trainNetwork

(

Network *

nn

)

Trains a network on the MNIST training set.

Trains the network by feeding input, calculating and backpropaging the error, updating weights

Parameters

nn	A pointer to the network