15 Commits
5 changed files with 111 additions and 141 deletions
+101
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@@ -6,17 +6,118 @@
#define BUFFER_SIZE 100
#define FILE_HEADER_STRING "__info2_image_file_format__"
// Funktionen müssen noch auf Teilfunktionen
// übersichtlich aufgeteilt werden!
// TODO Implementieren Sie geeignete Hilfsfunktionen für das Lesen der Bildserie aus einer Datei
//void setupMemory();
unsigned int readStatusInfo(FILE *source, char *const headerString, unsigned int *const imageCount, unsigned int *const imageWidth, unsigned int *const imageHeight, int const amountToRead);
void readImagedata(FILE *source, unsigned char *const imageBuffer, unsigned char *const labelBuffer,int const imageCount ,int const amountToRead);
// TODO Vervollständigen Sie die Funktion readImages unter Benutzung Ihrer Hilfsfunktionen
GrayScaleImageSeries *readImages(const char *path)
{
GrayScaleImageSeries *series = NULL;
// selbst geschriebene Variablen
FILE *readSource;
unsigned int numberOfBytesToRead = 0;
const unsigned int amountOfStatusInfoToRead = 1;
char headerString[sizeof("__info2_image_file_format__\0")] = "";
//speicher allocaten weil *series auf null zeigt !!!!!!!!
readSource = fopen(path, "rb");
if (readSource != NULL)
{
series = calloc(sizeof(GrayScaleImageSeries), amountOfStatusInfoToRead);
series->images = calloc(sizeof(GrayScaleImage), amountOfStatusInfoToRead);
numberOfBytesToRead = readStatusInfo(readSource, headerString, &(series->count), &(series->images->width), &(series->images->height), amountOfStatusInfoToRead);
series->images->buffer = calloc((series->count) * numberOfBytesToRead, sizeof(GrayScalePixelType));
series->labels = calloc((series->count), sizeof(&(series->labels)));
readImagedata(readSource, series->images->buffer, series->labels, series->count, numberOfBytesToRead);
}
fclose(readSource);
return series;
}
// TODO Vervollständigen Sie die Funktion clearSeries, welche eine Bildserie vollständig aus dem Speicher freigibt
void clearSeries(GrayScaleImageSeries *series)
{
int i = 0;
// Write NULL into all memory spaces
for (i = 0; i < ((series->count) * (series->images->width) * (series->images->height)); i++)
{
*(series->images->buffer + i * (series->images->width) * (series->images->height)) = '\0';
}
for (i = 0; i < (series->count); i++)
{
*(series->labels + i) = '\0';
}
series->count = 0;
series->images->width = 0;
series->images->height = 0;
// Closse all allocated memory
// AND write NULL into every pointer
// so they can't be accessed
free(series->images->buffer);
free(series->labels);
series->images->buffer = NULL;
series->images = NULL;
series->labels = NULL;
free(series);
series = NULL;
}
// reads string, pictureCount, pictureWidth, pictureHight
unsigned int readStatusInfo(FILE *source, char *const headerString, unsigned int *const imageCount, unsigned int *const imageWidth, unsigned int *const imageHeight, int const amountToRead)
{
unsigned int bytesToRead = 0;
fread(headerString, sizeof("__info2_image_file_format__\0"), amountToRead, source);
fread(imageCount, sizeof(int), 1, source);
fread(imageWidth, sizeof(int), amountToRead, source);
fread(imageHeight, sizeof(int), amountToRead, source);
bytesToRead = (*imageWidth) * (*imageHeight);
// state of debugging:
// stopped here,
// read width and height
// return nonsensical numbers
// is the sizeof() command correct??
printf("hier\n");
printf("stringsize: %lld\n", sizeof(headerString));
printf("string: %send\n", headerString);
printf("count: %u\n", *imageCount);
printf("width: %u\n", *imageWidth);
printf("height %u\n", *imageHeight);
printf("bytes to read = %u\n", bytesToRead);
return bytesToRead;
}
// reads the imagebytes and the label of all images
void readImagedata(FILE *source, unsigned char *const imageBuffer, unsigned char *const labelBuffer,int const imageCount , int const amountOfBytes)
{
int i = 0;
for (i = 0; i <= imageCount; i++)
{
fread((imageBuffer + i * amountOfBytes), sizeof(&(imageBuffer)), amountOfBytes, source);
fread((labelBuffer + i), sizeof(&(labelBuffer)), 1, source);
}
}
+1 -93
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@@ -6,122 +6,30 @@
Matrix createMatrix(unsigned int rows, unsigned int cols)
{
Matrix matrix;
matrix.rows = rows;
matrix.cols = cols;
matrix.buffer = malloc(rows * cols * sizeof(float));
if(matrix.buffer == NULL)
{
printf("Fehler bei der Speicherreservierung! Keine Matrix erstellt!");
matrix.rows = 0;
matrix.cols = 0;
}
return matrix;
}
void clearMatrix(Matrix *matrix)
{
free(matrix.buffer);
matrix->buffer = NULL;
matrix->rows = 0;
matrix->cols = 0;
}
void setMatrixAt(MatrixType value, Matrix *matrix, unsigned int rowIdx, unsigned int colIdx)
void setMatrixAt(MatrixType value, Matrix matrix, unsigned int rowIdx, unsigned int colIdx)
{
if(matrix->buffer == NULL)
{
printf("Fehler beim Setzen! Matrix nicht initialisiert");
return;
}
if(rowIdx >= matrix->rows || colIdx >= matrix->cols)
{
printf("Ungueltige Indizes beim Setzen!\n");
return;
}
matrix->buffer[rowIdx * matrix->cols + colIdx] = value;
}
MatrixType getMatrixAt(const Matrix matrix, unsigned int rowIdx, unsigned int colIdx)
{
if(matrix.buffer == NULL)
{
printf("Fehler beim Lesen! Matrix nicht initialisiert");
return 0;
}
if(rowIdx >= matrix.rows || colIdx >= matrix.cols)
{
printf("Ungueltige Indizes beim Lesen!\n");
return 0;
}
return matrix.buffer[rowIdx * matrix.cols + colIdx];
}
Matrix add(const Matrix matrix1, const Matrix matrix2)
{
if((matrix1.rows != matrix2.rows) || (matrix1.cols != matrix2.cols))
{
printf("Fehler bei Addition: Matrix Dimensionen passen nicht ueberein!\n");
Matrix empty = {0, 0, NULL};
return empty;
}
float matrix1Wert = 0;
float matrix2Wert = 0;
float summe = 0;
Matrix ergebnisMatrix = createMatrix(matrix1.rows, matrix1.cols);
for(int row = 0; row < ergebnisMatrix.rows; row++)
{
for(int col = 0; col < ergebnisMatrix.cols; col++)
{
matrix1Wert = getMatrixAt(matrix1, row, col);
matrix2Wert = getMatrixAt(matrix2, row, col);
summe = matrix1Wert + matrix2Wert;
setMatrixAt(summe, &ergebnisMatrix, row, col);
}
}
return ergebnisMatrix;
}
Matrix multiply(const Matrix matrix1, const Matrix matrix2)
{
if(matrix1.cols != matrix2.rows)
{
printf("Fehler bei Multiplikation: Matrix Dimensionen passen nicht ueberein!\n");
Matrix empty = {0, 0, NULL};
return empty;
}
float erg = 0;
Matrix ergebnisMatrix = createMatrix(matrix1.rows, matrix2.cols);
for(int row = 0; row < ergebnisMatrix.rows; row++)
{
for(int col = 0; col < ergebnisMatrix.cols; col++)
{
erg = 0;
for(int k = 0; k < matrix1.cols; k++)
{
erg += getMatrixAt(matrix1, row, k) * getMatrixAt(matrix2, k, col);
}
setMatrixAt(erg, &ergebnisMatrix, row, col);
}
}
return ergebnisMatrix;
}
+1 -6
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@@ -6,12 +6,7 @@
typedef float MatrixType;
// TODO Matrixtyp definieren
typedef struct
{
int rows;
int cols;
float *buffer;
} Matrix;
Matrix createMatrix(unsigned int rows, unsigned int cols);
void clearMatrix(Matrix *matrix);
-35
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@@ -5,45 +5,10 @@
#include "unity.h"
#include "neuralNetwork.h"
#define FILE_HEADER_STRING "__info2_neural_network_file_format__"
static void prepareNeuralNetworkFile(const char *path, const NeuralNetwork nn)
{
// TODO
FILE *f = fopen(path, "wb");
if (!f) return;
fwrite(FILE_HEADER_STRING, sizeof(char), strlen(FILE_HEADER_STRING), f);
int inputDim = nn.layers[0].weights.cols;
int outputDim = nn.layers[0].weights.rows;
fwrite(&inputDim, sizeof(int), 1, f);
fwrite(&outputDim, sizeof(int), 1, f);
for (int i = 0; i < nn.numberOfLayers; i++)
{
Matrix weights = nn.layers[i].weights;
Matrix biases = nn.layers[i].biases;
int numWeightValues = weights.rows * weights.cols;
int numBiasValues = biases.rows * biases.cols;
fwrite(weights.buffer, sizeof(MatrixType), numWeightValues, f);
fwrite(biases.buffer, sizeof(MatrixType), numBiasValues, f);
if (i < nn.numberOfLayers - 1)
{
int nextOutputDim = nn.layers[i + 1].weights.rows;
fwrite(&nextOutputDim, sizeof(int), 1, f);
}
}
int endMarker = 0;
fwrite(&endMarker, sizeof(int), 1, f);
fclose(f);
}
void test_loadModelReturnsCorrectNumberOfLayers(void)
+1
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@@ -0,0 +1 @@
some_tag