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3 Commits
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8c98197327 | ||
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8368439db1 | ||
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97bf884e59 |
Binary file not shown.
47
imageInput.c
47
imageInput.c
@ -5,12 +5,59 @@
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#define BUFFER_SIZE 100
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#define FILE_HEADER_STRING "__info2_image_file_format__"
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#define FILE_HEADER_SIZE (sizeof(FILE_HEADER_STRING)-1)
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// TODO Implementieren Sie geeignete Hilfsfunktionen für das Lesen der Bildserie aus einer Datei
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FILE *checkFile(const char *path)
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{
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FILE *datei = fopen(path,"rb");
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if (datei == NULL)
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{
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perror("Datei konnte nicht geoeffnet werden");
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return NULL;
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}
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char buffer[FILE_HEADER_SIZE+1];
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if (fread(buffer,1,FILE_HEADER_SIZE,datei)!=FILE_HEADER_SIZE)
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{
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perror("Header konnte nicht eingelessen werden");
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fclose(datei);
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return NULL;
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}
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buffer[FILE_HEADER_SIZE] = '\0';
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if (strcmp(buffer,FILE_HEADER_STRING)!=0)
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{
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printf("Falscher Dateikopf");
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//printf("\n%s",buffer);
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//printf("\n%s",FILE_HEADER_STRING);
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//printf("\n%d",strcmp(buffer,FILE_HEADER_STRING));
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fclose(datei);
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return NULL;
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}
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return datei;
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}
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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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{
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FILE *datei = checkFile(path);
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if (datei==NULL)
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{
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return NULL;
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}
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unsigned short image_count, width, height;
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fread(&image_count,1,sizeof(unsigned short),datei);
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fread(&width,1,sizeof(unsigned short),datei);
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fread(&height,1,sizeof(unsigned short),datei);
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//printf("%u Bilder und %u mal %u",image_count,width,height);
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fclose(datei);
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GrayScaleImageSeries *series = NULL;
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return series;
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@ -19,5 +19,5 @@ typedef struct
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GrayScaleImageSeries *readImages(const char *path);
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void clearSeries(GrayScaleImageSeries *series);
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FILE *checkFile(const char *path);
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#endif
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@ -54,7 +54,7 @@ void test_readImagesReturnsCorrectImageWidth(void)
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GrayScaleImageSeries *series = NULL;
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const unsigned short expectedWidth = 10;
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const char *path = "testFile.info2";
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prepareImageFile(path, expectedWidth, 8, 2, 1);
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prepareImageFile(path, 8, expectedWidth, 2, 1);
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series = readImages(path);
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TEST_ASSERT_NOT_NULL(series);
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TEST_ASSERT_NOT_NULL(series->images);
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@ -70,7 +70,7 @@ void test_readImagesReturnsCorrectImageHeight(void)
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GrayScaleImageSeries *series = NULL;
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const unsigned short expectedHeight = 10;
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const char *path = "testFile.info2";
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prepareImageFile(path, 8, expectedHeight, 2, 1);
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prepareImageFile(path, expectedHeight, 8, 2, 1);
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series = readImages(path);
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TEST_ASSERT_NOT_NULL(series);
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TEST_ASSERT_NOT_NULL(series->images);
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7
main.c
7
main.c
@ -1,11 +1,13 @@
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#include <stdio.h>
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#include <stdlib.h>
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#include "imageInput.h"
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#include "mnistVisualization.h"
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#include "neuralNetwork.h"
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//#include "mnistVisualization.h"
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//#include "neuralNetwork.h"
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int main(int argc, char *argv[])
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{
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readImages("mnist_test.info2");
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/*
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const unsigned int windowWidth = 800;
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const unsigned int windowHeight = 600;
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@ -65,4 +67,5 @@ int main(int argc, char *argv[])
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}
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return exitCode;
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*/
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}
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49
matrix.c
49
matrix.c
@ -6,30 +6,67 @@
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Matrix createMatrix(unsigned int rows, unsigned int cols)
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{
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// Allocate memory for the matrix structure
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Matrix matrix;
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matrix.rows = rows;
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matrix.cols = cols;
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matrix.data = (MatrixType *)malloc(rows * cols * sizeof(MatrixType));
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if (matrix.data == NULL)
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{
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// Handle memory allocation failure
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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 clearMatrix(Matrix *matrix)
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{
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// Free the allocated memory for the matrix data
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if (matrix->data != NULL)
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{
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free(matrix->data);
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matrix->data = 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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{
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// Set the value at the specified row and column index
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if (rowIdx < matrix.rows && colIdx < matrix.cols)
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{
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matrix.data[rowIdx * matrix.cols + colIdx] = value;
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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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{
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// Get the value at the specified row and column index
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if (rowIdx < matrix.rows && colIdx < matrix.cols)
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{
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return matrix.data[rowIdx * matrix.cols + colIdx];
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}
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}
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Matrix add(const Matrix matrix1, const Matrix matrix2)
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{
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// Add two matrices and return the result
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if (matrix1.rows != matrix2.rows || matrix1.cols != matrix2.cols)
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{
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// Handle dimension mismatch
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Matrix emptyMatrix = createMatrix(0, 0);
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return emptyMatrix;
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}
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}
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Matrix multiply(const Matrix matrix1, const Matrix matrix2)
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{
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// Multiply two matrices and return the result
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if (matrix1.cols != matrix2.rows)
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{
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// Handle dimension mismatch
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Matrix emptyMatrix = createMatrix(0, 0);
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return emptyMatrix;
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}
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}
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6
matrix.h
6
matrix.h
@ -6,6 +6,12 @@
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typedef float MatrixType;
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// TODO Matrixtyp definieren
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typedef struct
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{
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unsigned int rows;
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unsigned int cols;
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MatrixType *data;
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} Matrix;
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Matrix createMatrix(unsigned int rows, unsigned int cols);
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@ -71,32 +71,6 @@ void test_addFailsOnDifferentInputDimensions(void)
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TEST_ASSERT_EQUAL_UINT32(0, result.cols);
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}
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void test_addSupportsBroadcasting(void)
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{
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MatrixType buffer1[] = {1, 2, 3, 4, 5, 6};
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MatrixType buffer2[] = {7, 8};
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Matrix matrix1 = {.rows=2, .cols=3, .buffer=buffer1};
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Matrix matrix2 = {.rows=2, .cols=1, .buffer=buffer2};
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Matrix result1 = add(matrix1, matrix2);
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Matrix result2 = add(matrix2, matrix1);
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float expectedResults[] = {8, 9, 10, 12, 13, 14};
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TEST_ASSERT_EQUAL_UINT32(matrix1.rows, result1.rows);
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TEST_ASSERT_EQUAL_UINT32(matrix1.cols, result1.cols);
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TEST_ASSERT_EQUAL_UINT32(matrix1.rows, result2.rows);
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TEST_ASSERT_EQUAL_UINT32(matrix1.cols, result2.cols);
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TEST_ASSERT_EQUAL_INT(sizeof(expectedResults)/sizeof(expectedResults[0]), result1.rows * result1.cols);
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TEST_ASSERT_EQUAL_FLOAT_ARRAY(expectedResults, result1.buffer, result1.cols * result1.rows);
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TEST_ASSERT_EQUAL_INT(sizeof(expectedResults)/sizeof(expectedResults[0]), result2.rows * result2.cols);
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TEST_ASSERT_EQUAL_FLOAT_ARRAY(expectedResults, result2.buffer, result2.cols * result2.rows);
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free(result1.buffer);
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free(result2.buffer);
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}
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void test_multiplyReturnsCorrectResults(void)
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{
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MatrixType buffer1[] = {1, 2, 3, 4, 5, 6};
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@ -185,7 +159,6 @@ int main()
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RUN_TEST(test_clearMatrixSetsMembersToNull);
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RUN_TEST(test_addReturnsCorrectResult);
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RUN_TEST(test_addFailsOnDifferentInputDimensions);
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RUN_TEST(test_addSupportsBroadcasting);
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RUN_TEST(test_multiplyReturnsCorrectResults);
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RUN_TEST(test_multiplyFailsOnWrongInputDimensions);
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RUN_TEST(test_getMatrixAtReturnsCorrectResult);
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