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#include <stdio.h>
#include <stdint.h>
#include <stdlib.h>
#include <arpa/inet.h>
float leaky_relu(float input);
float relu(float input);
void print_numbers(char *file_location);
float softmax(int num_inputs, float *inputs_list);
struct neuron
int main(void)
{
char *file_location = "/home/sp1ral/Schreibtisch/MNIST/train-images.idx3-ubyte";
print_numbers(file_location);
return 0;
}
float leaky_relu(float input)
{
float leak = input / 10;
float output = leak > input ? leak : input;
return output;
}
float relu(float input)
{
float output = input > 0 ? input : 0;
return output;
}
void print_numbers(char *file_location)
{
FILE *f;
f = fopen(file_location, "r");
int32_t magic_number, num_items;
fread(&magic_number, 1, sizeof(magic_number), f);
fread(&num_items, 1, sizeof(num_items), f);
magic_number = ntohl(magic_number);
num_items = ntohl(num_items);
int32_t width_image, height_image;
fread(&width_image, 1, sizeof(width_image), f);
fread(&height_image, 1, sizeof(height_image), f);
width_image = ntohl(width_image);
height_image = ntohl(height_image);
printf("Magic number -> %d\n", magic_number);
printf("Number of items -> %d\n", num_items);
printf("Width image -> %d\n", width_image);
printf("Height image -> %d\n", height_image);
printf("\n");
char line[28];
char pixel;
for (int item_num = 0; item_num < num_items; item_num++) {
for (int i = 0; i < 28; i++) {
fread(&line, 1, sizeof(line), f);
for (int j = 0; j < 28; j++) {
pixel = line[j];
if (pixel) {
printf("1");
} else {
printf("0");
}
}
printf("\n");
}
printf("\n");
}
fclose(f);
}
float softmax(int num_inputs, float *inputs_list)
{
float sum;
for (int input_num = 0; input_num < num_inputs; input_num++) {
sum += inputs_list[input_num];
}
return sum / inputs->num_inputs;
}
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