generated from freudenreichan/info2Praktikum-NeuronalesNetz
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30
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+66
-1
@@ -8,15 +8,80 @@
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// TODO Implementieren Sie geeignete Hilfsfunktionen für das Lesen der Bildserie aus einer Datei
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// TODO Implementieren Sie geeignete Hilfsfunktionen für das Lesen der Bildserie aus einer Datei
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int checkString (FILE *file){ //Checks if String at the start of File equals expected Format (0 for wrong 1 for right)
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if (file == NULL){ //returns 0 for empty file
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return 0;
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}
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char expectedString[] = FILE_HEADER_STRING;
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char actualString[BUFFER_SIZE];
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rewind(file);
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size_t bytesRead = fread(actualString, 1,27 , file); //Stores Bytes of start of File to actualString
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if (bytesRead != 27){
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return 0;
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} //Returns 0 if File is to short
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actualString[27] = '\0';
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if (strcmp(actualString, expectedString) != 0){
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return 0;
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}
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else{
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return 1;
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}
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}
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void setParameters(FILE* file, unsigned int* imageCount, unsigned int* width, unsigned int* height);
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void allocateMemory(GrayScaleImageSeries *s, const int imageCount, const int width, const int height);
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// TODO Vervollständigen Sie die Funktion readImages unter Benutzung Ihrer Hilfsfunktionen
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// TODO Vervollständigen Sie die Funktion readImages unter Benutzung Ihrer Hilfsfunktionen
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GrayScaleImageSeries *readImages(const char *path)
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GrayScaleImageSeries *readImages(const char *path)
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{
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{
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FILE* file = fopen(path, "rb");
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// TODO open binary file from file name
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GrayScaleImageSeries *series = NULL;
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GrayScaleImageSeries *series = NULL;
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if(!(checkString(file)))
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return NULL;
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unsigned int* imageCount = &(series->count); // sets a pointer for int variable count in struct
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setParameters(file, imageCount, &(series->images->width), &(series->images->height));
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allocateMemory(series, *imageCount, series->images->width, series->images->height);
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//allocateMemoryLabels();
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for(int i = (series->images->width * series->images->height) - 1; i <= 0; i--)
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{
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fread(&(series->images->buffer[i]), sizeof(GrayScalePixelType), 1, file);
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}
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fclose(file);
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return series;
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return series;
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}
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}
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// TODO Vervollständigen Sie die Funktion clearSeries, welche eine Bildserie vollständig aus dem Speicher freigibt
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// TODO Vervollständigen Sie die Funktion clearSeries, welche eine Bildserie vollständig aus dem Speicher freigibt
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void clearSeries(GrayScaleImageSeries *series)
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void clearSeries(GrayScaleImageSeries *series)
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{
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{
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for(size_t i = series->count - 1; i >= 0; i--)
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{
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free(series->images+series->count*sizeof(GrayScaleImage)*i);
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free(series->labels+series->count*sizeof(unsigned char)*i);
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}
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series->images = NULL;
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series->labels = NULL;
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}
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void setParameters(FILE* file, unsigned int* imageCount, unsigned int* width, unsigned int* height) { // sets the parameters
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char buffer[3];
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fseek(file, 27, SEEK_SET);
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fread(buffer, 1, 3, file);
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*imageCount = (int) buffer[0];
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*width = (int) buffer[1];
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*height = (int) buffer[2];
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// TODO allocate memory for labels array (in imageInput.h) -> Done in allocate Memory
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// TODO read from file and write in 2d arry, write label in labels array, repeat for imageCount -> done in readImages
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}
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// change this to createMatrix?
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void allocateMemory(GrayScaleImageSeries* s, const int imageCount, const int width, const int height) {
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for (int i = 0; i < imageCount; i++) {
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s->images[i].buffer = (unsigned char *) malloc(width * height * sizeof(unsigned char)); // allocates memory for every image in the series
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s->labels = malloc(width * height * sizeof(unsigned char));
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}
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}
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}
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@@ -1,61 +1,131 @@
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#include <stdlib.h>
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#include <stdlib.h>
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#include <string.h>
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#include <string.h>
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#include <stdio.h>
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#include "matrix.h"
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#include "matrix.h"
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// TODO Matrix-Funktionen implementieren
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// TODO Matrix-Funktionen implementieren
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typedef struct Matrix {
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unsigned int rows;
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unsigned int cols;
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MatrixType* buffer;
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} Matrix;
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Matrix createMatrix(unsigned int rows, unsigned int cols)
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Matrix createMatrix(unsigned int rows, unsigned int cols)
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{
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{
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Matrix newMatrix;
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if (rows == 0 || cols == 0) {
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newMatrix.rows = 0;
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newMatrix.cols = 0;
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newMatrix.buffer = NULL;
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return newMatrix;
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}
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newMatrix.rows = rows;
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newMatrix.cols = cols;
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newMatrix.buffer = calloc(rows*cols, sizeof(MatrixType));
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return newMatrix;
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}
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}
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void clearMatrix(Matrix *matrix)
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void clearMatrix(Matrix *matrix)
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{
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{
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free(matrix->buffer);
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matrix->buffer = NULL;
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matrix->rows = 0;
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matrix->cols = 0;
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}
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}
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void setMatrixAt(MatrixType value, Matrix matrix, unsigned int rowIdx, unsigned int colIdx)
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void setMatrixAt(MatrixType value, Matrix matrix, unsigned int rowIdx, unsigned int colIdx)
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{
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{
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if (rowIdx >= matrix.rows || colIdx >= matrix.cols){
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printf("Index out of bounds\n"); //Error Message because Index Input exceeds Matrix
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}
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else{
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matrix.buffer[rowIdx * matrix.cols + colIdx] = value; //Writes Value of value variable in the selected place in Matrix
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}
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}
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}
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MatrixType getMatrixAt(const Matrix matrix, unsigned int rowIdx, unsigned int colIdx)
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MatrixType getMatrixAt(const Matrix matrix, unsigned int rowIdx, unsigned int colIdx)
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{
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{
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if (rowIdx >= matrix.rows || colIdx >= matrix.cols){
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printf("Index out of bounds\n");
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return 0;
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}
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else{
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MatrixType value = matrix.buffer[rowIdx * matrix.cols + colIdx]; //Stores value of selected place of Matrix in value variable
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return value;
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}
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}
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}
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Matrix add(const Matrix matrix1, const Matrix matrix2)
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Matrix add(const Matrix matrix1, const Matrix matrix2)
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{
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{
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//If rows and cols of both Matrixes are the same the normal addition starts
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if (matrix1.rows == matrix2.rows && matrix1.cols == matrix2.cols){
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Matrix MatrixErgebnis = createMatrix(matrix1.rows, matrix1.cols);
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for (unsigned int i = 0; i < matrix1.rows; i++){
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for (unsigned int j = 0; j < matrix1.cols; j++){
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//Adding Matrix Elements of same row and col index together and store in new Matrix
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MatrixErgebnis.buffer[i * matrix1.cols + j] = matrix1.buffer[i * matrix1.cols + j] + matrix2.buffer[i * matrix1.cols + j];
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}
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}
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return MatrixErgebnis;
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}
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//if matrix1 is a Vektor it adds elements to first col of matrix2
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else if (matrix1.cols == 1 && matrix1.rows == matrix2.rows){
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Matrix MatrixErgebnis = createMatrix(matrix2.rows, matrix2.cols);
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for (unsigned int i = 0; i < matrix2.rows; i++) {
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for (unsigned int j = 0; j < matrix2.cols; j++) {
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//Copy Matrix2 to ErgebnisMatrix
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MatrixErgebnis.buffer[i * matrix2.cols + j] = getMatrixAt(matrix2, i, j);
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//Adding Elements of first col of Matrix 1 (Vector) to all Elements of MatrixErgebnis
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MatrixErgebnis.buffer[i * matrix2.cols + j] += matrix1.buffer[i];
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}
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}
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return MatrixErgebnis;
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}
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//if matrix2 is a Vektor it adds elements to first col of matrix1
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else if (matrix2.cols == 1 && matrix1.rows == matrix2.rows){
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Matrix MatrixErgebnis = createMatrix(matrix1.rows, matrix1.cols);
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for (unsigned int i = 0; i < matrix1.rows; i++) {
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for (unsigned int j = 0; j < matrix1.cols; j++) {
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//Copy Matrix1 to ErgebnisMatrix
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MatrixErgebnis.buffer[i * matrix1.cols + j] = getMatrixAt(matrix1, i, j);
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//Adding Elements of first col of Matrix 2 (Vector) to first col of MatrixErgebnis
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MatrixErgebnis.buffer[i * matrix1.cols + j] += matrix2.buffer[i];
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}
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}
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return MatrixErgebnis;
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}
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else{
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printf("Matrix dimensions do not match\n"); //Error Message if dimensions of Input Matrixes are not identical
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Matrix MatrixErgebnis = createMatrix(0, 0);
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clearMatrix(&MatrixErgebnis);
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return MatrixErgebnis;
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}
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}
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}
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Matrix multiply(const Matrix matrix1, const Matrix matrix2)
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Matrix multiply(const Matrix matrix1, const Matrix matrix2)
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{
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{
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Matrix result;
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result.rows = matrix1.rows;
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result.cols = matrix2.cols;
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if (matrix1.rows == matrix2.cols) {
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if (matrix1.rows == matrix2.cols) {
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Matrix result;
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result.rows = matrix1.rows;
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result.cols = matrix2.cols;
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result.buffer = malloc(result.rows * result.cols * sizeof(MatrixType));
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result.buffer = malloc(result.rows * result.cols * sizeof(MatrixType));
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for(int i = 0; i < rows; i++) {
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for(int i = 0; i < result.rows; i++) {
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for(int j = 0; j < cols; j++) {
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for(int j = 0; j < result.cols; j++) {
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MatrixType value = 0;
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MatrixType value = 0;
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for(int k = 0; k < matrix1.cols; k++) {
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for(int k = 0; k < matrix1.cols; k++) {
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value += matrix1[i][k] * matrix2[k][j];
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value += matrix1.buffer[i * matrix1.cols + k] * matrix2.buffer[k * matrix2.cols + j];
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}
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}
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result.buffer[i][i] = value;
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result.buffer[i * matrix1.cols + j] = value;
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}
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}
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}
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}
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return result;
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return result;
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}
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}
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printf("Die angegebenen Matrizen haben keine passenden Dimensionen für die Multiplikation");
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printf("Die angegebenen Matrizen haben keine passenden Dimensionen für die Multiplikation");
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return NULL;
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return result;
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}
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}
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Reference in New Issue
Block a user