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Author SHA1 Message Date
31a8aaf1c6 Ergänzung "prepareNeuralNetworkFile" 2025-11-03 15:26:25 +01:00
0411787b38 neuer Branch 2025-11-03 14:18:01 +01:00
24 changed files with 795 additions and 811 deletions

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.gitignore vendored
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# Alles ignorieren
*
# Ausnahmen: bestimmte Dateitypen in allen Verzeichnissen
!**/*.c
!**/*.h
!**/*Makefile
I2_Wortsalat/Start_Mac/wordsalad_initial
I2_Wortsalat/Start_Mac/.DS_Store
I2_Wortsalat/.DS_Store
I2_Wortsalat/Start_Mac/input.o
.gitignore
I2_Wortsalat/Start_Mac/game.o
I2_Wortsalat/Start_Mac/runTests
.o
.a
.idea/editor.xml
.idea/vcs.xml
.idea/workspace.xml
I2_Wortsalat/.idea/editor.xml
I2_Wortsalat/.idea/I2_Wortsalat.iml
I2_Wortsalat/.idea/modules.xml
I2_Wortsalat/Start_Mac/main.o
I2_Wortsalat/Start_Mac/.DS_Store
I2_Wortsalat/Start_Mac/.DS_Store
I2_Wortsalat/Start_Mac/wordsalad
I2_Wortsalat/Start_Mac/graphicalGame.o
.DS_Store

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<?xml version="1.0" encoding="UTF-8"?>
<module classpath="CIDR" type="CPP_MODULE" version="4" />

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I2_NeuronalerAbsturz/.idea/editor.xml generated Normal file
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<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/WRAP_AFTER_BINARY_OPSIGN/@EntryValue" value="true" type="bool" />
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/WRAP_AFTER_DECLARATION_LPAR/@EntryValue" value="false" type="bool" />
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/WRAP_AFTER_INVOCATION_LPAR/@EntryValue" value="false" type="bool" />
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/WRAP_ARGUMENTS_STYLE/@EntryValue" value="WRAP_IF_LONG" type="string" />
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/WRAP_BEFORE_DECLARATION_LPAR/@EntryValue" value="false" type="bool" />
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/WRAP_BEFORE_DECLARATION_RPAR/@EntryValue" value="false" type="bool" />
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/WRAP_BEFORE_INVOCATION_LPAR/@EntryValue" value="false" type="bool" />
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/WRAP_BEFORE_INVOCATION_RPAR/@EntryValue" value="false" type="bool" />
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/WRAP_BEFORE_TERNARY_OPSIGNS/@EntryValue" value="true" type="bool" />
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/WRAP_PARAMETERS_STYLE/@EntryValue" value="WRAP_IF_LONG" type="string" />
<option name="/Default/CodeStyle/EditorConfig/EnableClangFormatSupport/@EntryValue" value="false" type="bool" />
</component>
</project>

8
I2_NeuronalerAbsturz/.idea/modules.xml generated Normal file
View File

@ -0,0 +1,8 @@
<?xml version="1.0" encoding="UTF-8"?>
<project version="4">
<component name="ProjectModuleManager">
<modules>
<module fileurl="file://$PROJECT_DIR$/.idea/I2_NeuronalerAbsturz.iml" filepath="$PROJECT_DIR$/.idea/I2_NeuronalerAbsturz.iml" />
</modules>
</component>
</project>

6
I2_NeuronalerAbsturz/.idea/vcs.xml generated Normal file
View File

@ -0,0 +1,6 @@
<?xml version="1.0" encoding="UTF-8"?>
<project version="4">
<component name="VcsDirectoryMappings">
<mapping directory="$PROJECT_DIR$/.." vcs="Git" />
</component>
</project>

View File

@ -8,116 +8,15 @@
// TODO Implementieren Sie geeignete Hilfsfunktionen für das Lesen der Bildserie aus einer Datei
/* ---------------- Hilfsfunktionen ---------------- */
static int readHeader(FILE *file, unsigned short *count, unsigned short *width, unsigned short *height)
{
unsigned short headerlength = strlen(FILE_HEADER_STRING);
char buffer[headerlength + 1];
if (fread(buffer, 1, headerlength, file) != headerlength)
return 0;
buffer[headerlength] = '\0';
if (strcmp(buffer, FILE_HEADER_STRING) != 0)
return 0;
if (fread(count, sizeof(unsigned short), 1, file) != 1)
return 0;
if (fread(width, sizeof(unsigned short), 1, file) != 1)
return 0;
if (fread(height, sizeof(unsigned short), 1, file) != 1)
return 0;
return 1;
}
static int readSingleImage(FILE *file, GrayScaleImage *image)
{
unsigned int pixelCount = image->width * image->height;
if (fread(image->buffer, sizeof(GrayScalePixelType), pixelCount, file) != pixelCount)
return 0;
return 1;
}
// TODO Vervollständigen Sie die Funktion readImages unter Benutzung Ihrer Hilfsfunktionen
GrayScaleImageSeries *readImages(const char *path)
{
FILE *file = fopen(path, "rb");
if (!file)
return NULL;
unsigned short count, width, height;
if (!readHeader(file, &count, &width, &height)) {
fclose(file);
return NULL;
}
GrayScaleImageSeries *series = malloc(sizeof(GrayScaleImageSeries));
series->count = count;
series->images = malloc(count * sizeof(GrayScaleImage));
series->labels = malloc(count * sizeof(unsigned char));
if (!series || !series->images || !series->labels)
{
free(series->images);
free(series->labels);
free(series);
fclose(file);
return NULL;
}
for (unsigned int i = 0; i < count; i++)
{
series->images[i].width = width;
series->images[i].height = height;
series->images[i].buffer = malloc(width * height * sizeof(GrayScalePixelType));
//malloc prüfen
if (!series->images[i].buffer)
{
clearSeries(series);
fclose(file);
return NULL;
}
//Image einlesen + prüfen
if (!readSingleImage(file, &series->images[i])) {
fclose(file);
clearSeries(series);
return NULL;
}
// label einlesen
if (fread(&series->labels[i], sizeof(unsigned char), 1, file) != 1) {
fclose(file);
clearSeries(series);
return NULL;
}
}
fclose(file);
GrayScaleImageSeries *series = NULL;
return series;
}
// TODO Vervollständigen Sie die Funktion clearSeries, welche eine Bildserie vollständig aus dem Speicher freigibt
void clearSeries(GrayScaleImageSeries *series)
{
if(series)
{
for(unsigned int i = 0; i < series->count; i++)
{
free(series->images[i].buffer);
}
free(series->images);
free(series->labels);
free(series);
}
}

View File

@ -13,15 +13,10 @@ static void prepareImageFile(const char *path, unsigned short int width, unsigne
if(file != NULL)
{
const char *fileTag = "__info2_image_file_format__";
GrayScalePixelType *buffer = (GrayScalePixelType *)calloc(numberOfImages * width * height, sizeof(GrayScalePixelType));
GrayScalePixelType *zeroBuffer = (GrayScalePixelType *)calloc(numberOfImages * width * height, sizeof(GrayScalePixelType));
if(buffer != NULL)
if(zeroBuffer != NULL)
{
for(unsigned int i = 0; i < (numberOfImages * width * height); i++)
{
buffer[i] = (GrayScalePixelType)i;
}
fwrite(fileTag, sizeof(fileTag[0]), strlen(fileTag), file);
fwrite(&numberOfImages, sizeof(numberOfImages), 1, file);
fwrite(&width, sizeof(width), 1, file);
@ -29,11 +24,11 @@ static void prepareImageFile(const char *path, unsigned short int width, unsigne
for(int i = 0; i < numberOfImages; i++)
{
fwrite(buffer, sizeof(GrayScalePixelType), width * height, file);
fwrite(zeroBuffer, sizeof(GrayScalePixelType), width * height, file);
fwrite(&label, sizeof(unsigned char), 1, file);
}
free(buffer);
free(zeroBuffer);
}
fclose(file);
@ -59,7 +54,7 @@ void test_readImagesReturnsCorrectImageWidth(void)
GrayScaleImageSeries *series = NULL;
const unsigned short expectedWidth = 10;
const char *path = "testFile.info2";
prepareImageFile(path, expectedWidth, 8, 2, 1);
prepareImageFile(path, 8, expectedWidth, 2, 1);
series = readImages(path);
TEST_ASSERT_NOT_NULL(series);
TEST_ASSERT_NOT_NULL(series->images);
@ -75,7 +70,7 @@ void test_readImagesReturnsCorrectImageHeight(void)
GrayScaleImageSeries *series = NULL;
const unsigned short expectedHeight = 10;
const char *path = "testFile.info2";
prepareImageFile(path, 8, expectedHeight, 2, 1);
prepareImageFile(path, expectedHeight, 8, 2, 1);
series = readImages(path);
TEST_ASSERT_NOT_NULL(series);
TEST_ASSERT_NOT_NULL(series->images);
@ -124,27 +119,6 @@ void test_readImagesFailsOnWrongFileTag(void)
remove(path);
}
void test_readImagesReadsCorrectGrayScales(void)
{
GrayScaleImageSeries *series = NULL;
const char *path = "testFile.info2";
prepareImageFile(path, 8, 8, 1, 1);
series = readImages(path);
TEST_ASSERT_NOT_NULL(series);
TEST_ASSERT_NOT_NULL(series->images);
TEST_ASSERT_EQUAL_UINT16(1, series->count);
for (unsigned int i = 0; i < (8 * 8); i++)
{
TEST_ASSERT_EQUAL_UINT8((GrayScalePixelType)i, series->images->buffer[i]);
}
clearSeries(series);
remove(path);
}
void setUp(void) {
// Falls notwendig, kann hier Vorbereitungsarbeit gemacht werden
}
@ -164,7 +138,6 @@ int main()
RUN_TEST(test_readImagesReturnsCorrectLabels);
RUN_TEST(test_readImagesReturnsNullOnNotExistingPath);
RUN_TEST(test_readImagesFailsOnWrongFileTag);
RUN_TEST(test_readImagesReadsCorrectGrayScales);
return UNITY_END();
}

View File

@ -6,146 +6,30 @@
Matrix createMatrix(unsigned int rows, unsigned int cols)
{
Matrix m;
if (rows == 0 || cols == 0)
{
m.rows = 0;
m.cols = 0;
m.buffer = NULL;
return m;
}
m.rows = rows;
m.cols = cols;
m.buffer = (MatrixType *)calloc(rows * cols, sizeof(MatrixType));
return m;
}
void clearMatrix(Matrix *matrix)
{
if (matrix != NULL)
{
if (matrix->buffer != NULL)
{
free(matrix->buffer);
matrix->buffer = NULL;
}
matrix->rows = 0;
matrix->cols = 0;
}
}
void setMatrixAt(MatrixType value, Matrix matrix, unsigned int rowIdx, unsigned int colIdx)
{
if (matrix.buffer != NULL)
{
if (rowIdx < matrix.rows && colIdx < matrix.cols)
{
matrix.buffer[rowIdx * matrix.cols + colIdx] = value;
}
}
}
MatrixType getMatrixAt(const Matrix matrix, unsigned int rowIdx, unsigned int colIdx)
{
if (matrix.buffer == NULL || rowIdx >= matrix.rows || colIdx >= matrix.cols)
{
return UNDEFINED_MATRIX_VALUE;
}
return matrix.buffer[rowIdx * matrix.cols + colIdx];
}
Matrix add(const Matrix matrix1, const Matrix matrix2)
{
Matrix result;
if (matrix1.buffer == NULL || matrix2.buffer == NULL || matrix1.rows != matrix2.rows)
{
result.rows = 0;
result.cols = 0;
result.buffer = NULL;
return result;
}
if (matrix1.cols == matrix2.cols)
{
result = createMatrix(matrix1.rows, matrix1.cols);
for (int i = 0; i < matrix1.rows; i++)
{
for (int j = 0; j < matrix1.cols; j++)
{
MatrixType value = getMatrixAt(matrix1, i, j) + getMatrixAt(matrix2, i, j);
setMatrixAt(value, result, i, j);
}
}
return result;
}
if (matrix1.cols == 1 && matrix2.cols > 1)
{
result = createMatrix(matrix1.rows, matrix2.cols);
for (int i = 0; i < matrix1.rows; i++)
{
for (int j = 0; j < matrix2.cols; j++)
{
MatrixType value = getMatrixAt(matrix1, i, 0) + getMatrixAt(matrix2, i, j);
setMatrixAt(value, result, i, j);
}
}
return result;
}
else if (matrix2.cols == 1 && matrix1.cols > 1)
{
result = createMatrix(matrix1.rows, matrix1.cols);
for (int i = 0; i < matrix1.rows; i++)
{
for (int j = 0; j < matrix1.cols; j++)
{
MatrixType value = getMatrixAt(matrix1, i, j) + getMatrixAt(matrix2, i, 0);
setMatrixAt(value, result, i, j);
}
}
return result;
}
//Fall: Unterschiedliche Spaltenanzahl, beide ungleich 1
result.rows = 0;
result.cols = 0;
result.buffer = NULL;
return result;
}
Matrix multiply(const Matrix matrix1, const Matrix matrix2)
{
Matrix result;
if (matrix1.buffer == NULL || matrix2.buffer == NULL || matrix1.cols != matrix2.rows)
{
result.rows = 0;
result.cols = 0;
result.buffer = NULL;
return result;
}
result = createMatrix(matrix1.rows, matrix2.cols);
for (int i = 0; i < matrix1.rows; i++)
{
for (int j = 0; j < matrix2.cols; j++)
{
MatrixType sum = 0;
for (int k = 0; k < matrix1.cols; k++)
{
sum += getMatrixAt(matrix1, i, k) * getMatrixAt(matrix2, k, j);
}
setMatrixAt(sum, result, i, j);
}
}
return result;
}
}

View File

@ -7,13 +7,6 @@ typedef float MatrixType;
// TODO Matrixtyp definieren
typedef struct
{
MatrixType *buffer;
int rows;
int cols;
} Matrix;
Matrix createMatrix(unsigned int rows, unsigned int cols);
void clearMatrix(Matrix *matrix);

View File

@ -5,80 +5,12 @@
#include "unity.h"
#include "neuralNetwork.h"
/*
################
Aufbau Test File
################
HEADER
inputDim
outputDim
-- Layer 1 --
weights
biases
outputDim
-- Layer 2 --
weights
biases
...
...
-- Layer n --
weights
biases
outputDim = 0 => Ende
*/
static void prepareNeuralNetworkFile(const char *path, const NeuralNetwork nn)
{
FILE *file = fopen(path, "wb");
if (file)
{
const char *fileTag = "__info2_neural_network_file_format__";
fwrite(fileTag, 1, strlen(fileTag), file);
//Stopt loadModel, falls keine Layer vorhanden
if (nn.numberOfLayers == 0)
{
int zero = 0;
fwrite(&zero, sizeof(int), 1, file);
fclose(file);
return;
}
// input und output dimension schreiben
int inputDim = nn.layers[0].weights.cols;
fwrite(&inputDim, sizeof(int), 1, file);
// für weiter Layer nur outputDimension schreiben
for (unsigned int i = 0; i < nn.numberOfLayers; i++)
{
int outputDim = nn.layers[i].weights.rows;
fwrite(&outputDim, sizeof(int), 1, file);
int weightCount = nn.layers[i].weights.rows * nn.layers[i].weights.cols;
fwrite(nn.layers[i].weights.buffer, sizeof(MatrixType), weightCount, file);
int biasesCount = nn.layers[i].biases.rows * nn.layers[i].biases.cols;
fwrite(nn.layers[i].biases.buffer, sizeof(MatrixType), biasesCount, file);
}
// loadModel ließt 0 ein -> Stop
int fileEnd = 0;
fwrite(&fileEnd, sizeof(int), 1, file);
// TODO
}
fclose(file);
}
void test_loadModelReturnsCorrectNumberOfLayers(void)
{
const char *path = "some__nn_test_file.info2";

View File

@ -13,15 +13,10 @@ static void prepareImageFile(const char *path, unsigned short int width, unsigne
if(file != NULL)
{
const char *fileTag = "__info2_image_file_format__";
GrayScalePixelType *buffer = (GrayScalePixelType *)calloc(numberOfImages * width * height, sizeof(GrayScalePixelType));
GrayScalePixelType *zeroBuffer = (GrayScalePixelType *)calloc(numberOfImages * width * height, sizeof(GrayScalePixelType));
if(buffer != NULL)
if(zeroBuffer != NULL)
{
for(unsigned int i = 0; i < (numberOfImages * width * height); i++)
{
buffer[i] = (GrayScalePixelType)(i & 0xFF);
}
fwrite(fileTag, sizeof(fileTag[0]), strlen(fileTag), file);
fwrite(&numberOfImages, sizeof(numberOfImages), 1, file);
fwrite(&width, sizeof(width), 1, file);
@ -29,11 +24,11 @@ static void prepareImageFile(const char *path, unsigned short int width, unsigne
for(int i = 0; i < numberOfImages; i++)
{
fwrite(buffer, sizeof(GrayScalePixelType), width * height, file);
fwrite(zeroBuffer, sizeof(GrayScalePixelType), width * height, file);
fwrite(&label, sizeof(unsigned char), 1, file);
}
free(buffer);
free(zeroBuffer);
}
fclose(file);
@ -124,27 +119,6 @@ void test_readImagesFailsOnWrongFileTag(void)
remove(path);
}
void test_readImagesReadsCorrectGrayScales(void)
{
GrayScaleImageSeries *series = NULL;
const char *path = "testFile.info2";
prepareImageFile(path, 8, 8, 1, 1);
series = readImages(path);
TEST_ASSERT_NOT_NULL(series);
TEST_ASSERT_NOT_NULL(series->images);
TEST_ASSERT_EQUAL_UINT16(1, series->count);
for (unsigned int i = 0; i < (8 * 8); i++)
{
TEST_ASSERT_EQUAL_UINT8((GrayScalePixelType)i, series->images->buffer[i]);
}
clearSeries(series);
remove(path);
}
void setUp(void) {
// Falls notwendig, kann hier Vorbereitungsarbeit gemacht werden
}
@ -164,7 +138,6 @@ int main()
RUN_TEST(test_readImagesReturnsCorrectLabels);
RUN_TEST(test_readImagesReturnsNullOnNotExistingPath);
RUN_TEST(test_readImagesFailsOnWrongFileTag);
RUN_TEST(test_readImagesReadsCorrectGrayScales);
return UNITY_END();
}

View File

@ -40,8 +40,8 @@ mnistVisualization.o: mnistVisualization.c
matrixTests: matrix.o matrixTests.c
$(CC) $(CFLAGS) -I$(unityfolder) -o runMatrixTests matrixTests.c matrix.o $(BINARIES)/libunity.a
neuralNetworkTests: neuralNetwork.o neuralNetworkTests.c matrix.o
$(CC) $(CFLAGS) -I$(unityfolder) -o runNeuralNetworkTests neuralNetworkTests.c neuralNetwork.o matrix.o $(BINARIES)/libunity.a
neuralNetworkTests: neuralNetwork.o neuralNetworkTests.c
$(CC) $(CFLAGS) -I$(unityfolder) -o runNeuralNetworkTests neuralNetworkTests.c neuralNetwork.o $(BINARIES)/libunity.a
imageInputTests: imageInput.o imageInputTests.c
$(CC) $(CFLAGS) -I$(unityfolder) -o runImageInputTests imageInputTests.c imageInput.o $(BINARIES)/libunity.a

View File

@ -42,7 +42,7 @@ void setMatrixAt(MatrixType value, Matrix matrix, unsigned int rowIdx, unsigned
{
if (matrix.buffer != NULL)
{
if (rowIdx < matrix.rows && colIdx < matrix.cols)
if (rowIdx < matrix.rows || colIdx < matrix.cols)
{
matrix.buffer[rowIdx * matrix.cols + colIdx] = value;
}
@ -63,7 +63,7 @@ Matrix add(const Matrix matrix1, const Matrix matrix2)
{
Matrix result;
if (matrix1.buffer == NULL || matrix2.buffer == NULL || matrix1.rows != matrix2.rows)
if (matrix1.buffer == NULL || matrix2.buffer == NULL || matrix1.rows != matrix2.rows || matrix1.cols != matrix2.cols)
{
result.rows = 0;
result.cols = 0;
@ -71,51 +71,17 @@ Matrix add(const Matrix matrix1, const Matrix matrix2)
return result;
}
if (matrix1.cols == matrix2.cols)
result = createMatrix(matrix1.rows, matrix1.cols);
for (int i = 0; i < matrix1.rows; i++)
{
result = createMatrix(matrix1.rows, matrix1.cols);
for (int i = 0; i < matrix1.rows; i++)
for (int j = 0; j < matrix1.cols; j++)
{
for (int j = 0; j < matrix1.cols; j++)
{
MatrixType value = getMatrixAt(matrix1, i, j) + getMatrixAt(matrix2, i, j);
setMatrixAt(value, result, i, j);
}
MatrixType value = getMatrixAt(matrix1, i, j) + getMatrixAt(matrix2, i, j);
setMatrixAt(value, result, i, j);
}
return result;
}
if (matrix1.cols == 1 && matrix2.cols > 1)
{
result = createMatrix(matrix1.rows, matrix2.cols);
for (int i = 0; i < matrix1.rows; i++)
{
for (int j = 0; j < matrix2.cols; j++)
{
MatrixType value = getMatrixAt(matrix1, i, 0) + getMatrixAt(matrix2, i, j);
setMatrixAt(value, result, i, j);
}
}
return result;
}
else if (matrix2.cols == 1 && matrix1.cols > 1)
{
result = createMatrix(matrix1.rows, matrix1.cols);
for (int i = 0; i < matrix1.rows; i++)
{
for (int j = 0; j < matrix1.cols; j++)
{
MatrixType value = getMatrixAt(matrix1, i, j) + getMatrixAt(matrix2, i, 0);
setMatrixAt(value, result, i, j);
}
}
return result;
}
//Fall: Unterschiedliche Spaltenanzahl, beide ungleich 1
result.rows = 0;
result.cols = 0;
result.buffer = NULL;
return result;
}

View File

@ -9,9 +9,9 @@ typedef float MatrixType;
typedef struct
{
MatrixType *buffer;
int rows;
int cols;
MatrixType *buffer;
} Matrix;

View File

@ -141,32 +141,6 @@ void test_setMatrixAtFailsOnIndicesOutOfRange(void)
TEST_ASSERT_EQUAL_FLOAT_ARRAY(expectedResults, matrixToTest.buffer, matrixToTest.cols * matrixToTest.rows);
}
void test_addSupportsBroadcasting(void)
{
MatrixType buffer1[] = {1, 2, 3, 4, 5, 6};
MatrixType buffer2[] = {7, 8};
Matrix matrix1 = {.rows=2, .cols=3, .buffer=buffer1};
Matrix matrix2 = {.rows=2, .cols=1, .buffer=buffer2};
Matrix result1 = add(matrix1, matrix2);
Matrix result2 = add(matrix2, matrix1);
float expectedResults[] = {8, 9, 10, 12, 13, 14};
TEST_ASSERT_EQUAL_UINT32(matrix1.rows, result1.rows);
TEST_ASSERT_EQUAL_UINT32(matrix1.cols, result1.cols);
TEST_ASSERT_EQUAL_UINT32(matrix1.rows, result2.rows);
TEST_ASSERT_EQUAL_UINT32(matrix1.cols, result2.cols);
TEST_ASSERT_EQUAL_INT(sizeof(expectedResults)/sizeof(expectedResults[0]), result1.rows * result1.cols);
TEST_ASSERT_EQUAL_FLOAT_ARRAY(expectedResults, result1.buffer, result1.cols * result1.rows);
TEST_ASSERT_EQUAL_INT(sizeof(expectedResults)/sizeof(expectedResults[0]), result2.rows * result2.cols);
TEST_ASSERT_EQUAL_FLOAT_ARRAY(expectedResults, result2.buffer, result2.cols * result2.rows);
free(result1.buffer);
free(result2.buffer);
}
void setUp(void) {
// Falls notwendig, kann hier Vorbereitungsarbeit gemacht werden
}
@ -191,7 +165,6 @@ int main()
RUN_TEST(test_getMatrixAtFailsOnIndicesOutOfRange);
RUN_TEST(test_setMatrixAtSetsCorrectValue);
RUN_TEST(test_setMatrixAtFailsOnIndicesOutOfRange);
RUN_TEST(test_addSupportsBroadcasting);
return UNITY_END();
}

View File

@ -5,80 +5,23 @@
#include "unity.h"
#include "neuralNetwork.h"
/*
################
Aufbau Test File
################
HEADER
inputDim
outputDim
-- Layer 1 --
weights
biases
outputDim
-- Layer 2 --
weights
biases
...
...
-- Layer n --
weights
biases
outputDim = 0 => Ende
*/
static void prepareNeuralNetworkFile(const char *path, const NeuralNetwork nn)
{
FILE *file = fopen(path, "wb");
if (file)
{
const char *fileTag = "__info2_neural_network_file_format__";
fwrite(fileTag, 1, strlen(fileTag), file);
FILE *quelle;
quelle = fopen("path", "w");
if(quelle == NULL)
return -1;
printf("Datei wurde erfolgreich geoeffnet!");
//Stopt loadModel, falls keine Layer vorhanden
if (nn.numberOfLayers == 0)
{
int zero = 0;
fwrite(&zero, sizeof(int), 1, file);
fclose(file);
return;
}
fprintf(quelle, "__info2_neural_network_file_format__");
fprintf(quelle, "--Testprotokoll--\n");
// input und output dimension schreiben
int inputDim = nn.layers[0].weights.cols;
fwrite(&inputDim, sizeof(int), 1, file);
fclose(quelle);
// für weiter Layer nur outputDimension schreiben
for (unsigned int i = 0; i < nn.numberOfLayers; i++)
{
int outputDim = nn.layers[i].weights.rows;
fwrite(&outputDim, sizeof(int), 1, file);
int weightCount = nn.layers[i].weights.rows * nn.layers[i].weights.cols;
fwrite(nn.layers[i].weights.buffer, sizeof(MatrixType), weightCount, file);
int biasesCount = nn.layers[i].biases.rows * nn.layers[i].biases.cols;
fwrite(nn.layers[i].biases.buffer, sizeof(MatrixType), biasesCount, file);
}
// loadModel ließt 0 ein -> Stop
int fileEnd = 0;
fwrite(&fileEnd, sizeof(int), 1, file);
//Ich bitte Sie um Feedback!!!
}
fclose(file);
}
void test_loadModelReturnsCorrectNumberOfLayers(void)
{
const char *path = "some__nn_test_file.info2";

View File

@ -8,116 +8,15 @@
// TODO Implementieren Sie geeignete Hilfsfunktionen für das Lesen der Bildserie aus einer Datei
/* ---------------- Hilfsfunktionen ---------------- */
static int readHeader(FILE *file, unsigned short *count, unsigned short *width, unsigned short *height)
{
unsigned short headerlength = strlen(FILE_HEADER_STRING);
char buffer[headerlength + 1];
if (fread(buffer, 1, headerlength, file) != headerlength)
return 0;
buffer[headerlength] = '\0';
if (strcmp(buffer, FILE_HEADER_STRING) != 0)
return 0;
if (fread(count, sizeof(unsigned short), 1, file) != 1)
return 0;
if (fread(width, sizeof(unsigned short), 1, file) != 1)
return 0;
if (fread(height, sizeof(unsigned short), 1, file) != 1)
return 0;
return 1;
}
static int readSingleImage(FILE *file, GrayScaleImage *image)
{
unsigned int pixelCount = image->width * image->height;
if (fread(image->buffer, sizeof(GrayScalePixelType), pixelCount, file) != pixelCount)
return 0;
return 1;
}
// TODO Vervollständigen Sie die Funktion readImages unter Benutzung Ihrer Hilfsfunktionen
GrayScaleImageSeries *readImages(const char *path)
{
FILE *file = fopen(path, "rb");
if (!file)
return NULL;
unsigned short count, width, height;
if (!readHeader(file, &count, &width, &height)) {
fclose(file);
return NULL;
}
GrayScaleImageSeries *series = malloc(sizeof(GrayScaleImageSeries));
series->count = count;
series->images = malloc(count * sizeof(GrayScaleImage));
series->labels = malloc(count * sizeof(unsigned char));
if (!series || !series->images || !series->labels)
{
free(series->images);
free(series->labels);
free(series);
fclose(file);
return NULL;
}
for (unsigned int i = 0; i < count; i++)
{
series->images[i].width = width;
series->images[i].height = height;
series->images[i].buffer = malloc(width * height * sizeof(GrayScalePixelType));
//malloc prüfen
if (!series->images[i].buffer)
{
clearSeries(series);
fclose(file);
return NULL;
}
//Image einlesen + prüfen
if (!readSingleImage(file, &series->images[i])) {
fclose(file);
clearSeries(series);
return NULL;
}
// label einlesen
if (fread(&series->labels[i], sizeof(unsigned char), 1, file) != 1) {
fclose(file);
clearSeries(series);
return NULL;
}
}
fclose(file);
GrayScaleImageSeries *series = NULL;
return series;
}
// TODO Vervollständigen Sie die Funktion clearSeries, welche eine Bildserie vollständig aus dem Speicher freigibt
void clearSeries(GrayScaleImageSeries *series)
{
if(series)
{
for(unsigned int i = 0; i < series->count; i++)
{
free(series->images[i].buffer);
}
free(series->images);
free(series->labels);
free(series);
}
}

View File

@ -6,146 +6,30 @@
Matrix createMatrix(unsigned int rows, unsigned int cols)
{
Matrix m;
if (rows == 0 || cols == 0)
{
m.rows = 0;
m.cols = 0;
m.buffer = NULL;
return m;
}
m.rows = rows;
m.cols = cols;
m.buffer = (MatrixType *)calloc(rows * cols, sizeof(MatrixType));
return m;
}
void clearMatrix(Matrix *matrix)
{
if (matrix != NULL)
{
if (matrix->buffer != NULL)
{
free(matrix->buffer);
matrix->buffer = NULL;
}
matrix->rows = 0;
matrix->cols = 0;
}
}
void setMatrixAt(MatrixType value, Matrix matrix, unsigned int rowIdx, unsigned int colIdx)
{
if (matrix.buffer != NULL)
{
if (rowIdx < matrix.rows && colIdx < matrix.cols)
{
matrix.buffer[rowIdx * matrix.cols + colIdx] = value;
}
}
}
MatrixType getMatrixAt(const Matrix matrix, unsigned int rowIdx, unsigned int colIdx)
{
if (matrix.buffer == NULL || rowIdx >= matrix.rows || colIdx >= matrix.cols)
{
return UNDEFINED_MATRIX_VALUE;
}
return matrix.buffer[rowIdx * matrix.cols + colIdx];
}
Matrix add(const Matrix matrix1, const Matrix matrix2)
{
Matrix result;
if (matrix1.buffer == NULL || matrix2.buffer == NULL || matrix1.rows != matrix2.rows)
{
result.rows = 0;
result.cols = 0;
result.buffer = NULL;
return result;
}
if (matrix1.cols == matrix2.cols)
{
result = createMatrix(matrix1.rows, matrix1.cols);
for (int i = 0; i < matrix1.rows; i++)
{
for (int j = 0; j < matrix1.cols; j++)
{
MatrixType value = getMatrixAt(matrix1, i, j) + getMatrixAt(matrix2, i, j);
setMatrixAt(value, result, i, j);
}
}
return result;
}
if (matrix1.cols == 1 && matrix2.cols > 1)
{
result = createMatrix(matrix1.rows, matrix2.cols);
for (int i = 0; i < matrix1.rows; i++)
{
for (int j = 0; j < matrix2.cols; j++)
{
MatrixType value = getMatrixAt(matrix1, i, 0) + getMatrixAt(matrix2, i, j);
setMatrixAt(value, result, i, j);
}
}
return result;
}
else if (matrix2.cols == 1 && matrix1.cols > 1)
{
result = createMatrix(matrix1.rows, matrix1.cols);
for (int i = 0; i < matrix1.rows; i++)
{
for (int j = 0; j < matrix1.cols; j++)
{
MatrixType value = getMatrixAt(matrix1, i, j) + getMatrixAt(matrix2, i, 0);
setMatrixAt(value, result, i, j);
}
}
return result;
}
//Fall: Unterschiedliche Spaltenanzahl, beide ungleich 1
result.rows = 0;
result.cols = 0;
result.buffer = NULL;
return result;
}
Matrix multiply(const Matrix matrix1, const Matrix matrix2)
{
Matrix result;
if (matrix1.buffer == NULL || matrix2.buffer == NULL || matrix1.cols != matrix2.rows)
{
result.rows = 0;
result.cols = 0;
result.buffer = NULL;
return result;
}
result = createMatrix(matrix1.rows, matrix2.cols);
for (int i = 0; i < matrix1.rows; i++)
{
for (int j = 0; j < matrix2.cols; j++)
{
MatrixType sum = 0;
for (int k = 0; k < matrix1.cols; k++)
{
sum += getMatrixAt(matrix1, i, k) * getMatrixAt(matrix2, k, j);
}
setMatrixAt(sum, result, i, j);
}
}
return result;
}
}

View File

@ -7,13 +7,6 @@ typedef float MatrixType;
// TODO Matrixtyp definieren
typedef struct
{
MatrixType *buffer;
int rows;
int cols;
} Matrix;
Matrix createMatrix(unsigned int rows, unsigned int cols);
void clearMatrix(Matrix *matrix);

View File

@ -5,80 +5,12 @@
#include "unity.h"
#include "neuralNetwork.h"
/*
################
Aufbau Test File
################
HEADER
inputDim
outputDim
-- Layer 1 --
weights
biases
outputDim
-- Layer 2 --
weights
biases
...
...
-- Layer n --
weights
biases
outputDim = 0 => Ende
*/
static void prepareNeuralNetworkFile(const char *path, const NeuralNetwork nn)
{
FILE *file = fopen(path, "wb");
if (file)
{
const char *fileTag = "__info2_neural_network_file_format__";
fwrite(fileTag, 1, strlen(fileTag), file);
//Stopt loadModel, falls keine Layer vorhanden
if (nn.numberOfLayers == 0)
{
int zero = 0;
fwrite(&zero, sizeof(int), 1, file);
fclose(file);
return;
}
// input und output dimension schreiben
int inputDim = nn.layers[0].weights.cols;
fwrite(&inputDim, sizeof(int), 1, file);
// für weiter Layer nur outputDimension schreiben
for (unsigned int i = 0; i < nn.numberOfLayers; i++)
{
int outputDim = nn.layers[i].weights.rows;
fwrite(&outputDim, sizeof(int), 1, file);
int weightCount = nn.layers[i].weights.rows * nn.layers[i].weights.cols;
fwrite(nn.layers[i].weights.buffer, sizeof(MatrixType), weightCount, file);
int biasesCount = nn.layers[i].biases.rows * nn.layers[i].biases.cols;
fwrite(nn.layers[i].biases.buffer, sizeof(MatrixType), biasesCount, file);
}
// loadModel ließt 0 ein -> Stop
int fileEnd = 0;
fwrite(&fileEnd, sizeof(int), 1, file);
// TODO
}
fclose(file);
}
void test_loadModelReturnsCorrectNumberOfLayers(void)
{
const char *path = "some__nn_test_file.info2";

View File

@ -0,0 +1,8 @@
<?xml version="1.0" encoding="UTF-8"?>
<module type="CPP_MODULE" version="4">
<component name="NewModuleRootManager">
<content url="file://$MODULE_DIR$" />
<orderEntry type="inheritedJdk" />
<orderEntry type="sourceFolder" forTests="false" />
</component>
</module>

344
I2_Wortsalat/Start_Mac/.idea/editor.xml generated Normal file
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@ -0,0 +1,344 @@
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