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Bannach 2025-11-11 22:36:32 +01:00
parent bb44ee7290
commit bcf9926076
5 changed files with 297 additions and 10 deletions
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.idea/editor.xml generated
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@ -340,5 +340,245 @@
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</project> </project>

26
matrix.c
View File

@ -70,13 +70,17 @@ MatrixType getMatrixAt(const Matrix matrix, unsigned int rowIdx, unsigned int co
Matrix add(const Matrix matrix1, const Matrix matrix2) Matrix add(const Matrix matrix1, const Matrix matrix2)
{ {
if(matrtix1.cols != matrix2.cols || matrix1.rows != matrix2.rows) Matrix matrix;
if(matrix1.cols != matrix2.cols || matrix1.rows != matrix2.rows)
{ {
return NULL; matrix.buffer=NULL;
matrix.cols = 0;
matrix.rows = 0;
return matrix;
} }
else else
{ {
Matrix matrix;
matrix.cols = matrix1.cols; matrix.cols = matrix1.cols;
matrix.rows = matrix1.rows; matrix.rows = matrix1.rows;
matrix.buffer= (MatrixType*) malloc(matrix.rows*matrix.cols * sizeof(MatrixType)); matrix.buffer= (MatrixType*) malloc(matrix.rows*matrix.cols * sizeof(MatrixType));
@ -91,12 +95,12 @@ Matrix add(const Matrix matrix1, const Matrix matrix2)
Matrix multiply(const Matrix matrix1, const Matrix matrix2) Matrix multiply(const Matrix matrix1, const Matrix matrix2)
{ {
Matrix matrix;
if(matrix1.cols == matrix2.rows) if(matrix1.cols == matrix2.rows)
{ {
Matrix matrix;
matrix.cols = matrix1.cols; matrix.cols = matrix2.cols;
matrix.rows = matrix2.rows matrix.rows = matrix1.rows;
matrix.buffer= (MatrixType*) malloc(matrix.rows*matrix.cols * sizeof(MatrixType)); matrix.buffer= (MatrixType*) malloc(matrix.rows*matrix.cols * sizeof(MatrixType));
for(int i = 0; i < matrix1.rows; i++) for(int i = 0; i < matrix1.rows; i++)
{ {
@ -104,14 +108,18 @@ Matrix multiply(const Matrix matrix1, const Matrix matrix2)
{ {
for(int k = 0; k < matrix1.cols; k++) for(int k = 0; k < matrix1.cols; k++)
{ {
matrix.buffer[i*matrix.cols+j] += matrix1.buffer[i*matrix.cols+k] * matrix2.buffer[k*matrix.cols+j]; matrix.buffer[i*matrix.cols+j] = matrix1.buffer[i*matrix.cols+j] * matrix2.buffer[k*matrix.cols+k];
} }
} }
} }
return matrix;
} }
else else
{ {
return NULL; matrix.buffer=NULL;
matrix.cols = 0;
matrix.rows = 0;
return matrix;
} }
//Siehe I1-Pr Aufgabe //Siehe I1-Pr Aufgabe
} }

25
matrixTests.c
View File

@ -36,7 +36,31 @@ void test_clearMatrixSetsMembersToNull(void)
TEST_ASSERT_EQUAL_UINT32(0, matrixToTest.rows); TEST_ASSERT_EQUAL_UINT32(0, matrixToTest.rows);
TEST_ASSERT_EQUAL_UINT32(0, matrixToTest.cols); TEST_ASSERT_EQUAL_UINT32(0, matrixToTest.cols);
} }
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 test_addReturnsCorrectResult(void) void test_addReturnsCorrectResult(void)
{ {
MatrixType buffer1[] = {1, 2, 3, 4, 5, 6}; MatrixType buffer1[] = {1, 2, 3, 4, 5, 6};
@ -165,6 +189,7 @@ int main()
RUN_TEST(test_getMatrixAtFailsOnIndicesOutOfRange); RUN_TEST(test_getMatrixAtFailsOnIndicesOutOfRange);
RUN_TEST(test_setMatrixAtSetsCorrectValue); RUN_TEST(test_setMatrixAtSetsCorrectValue);
RUN_TEST(test_setMatrixAtFailsOnIndicesOutOfRange); RUN_TEST(test_setMatrixAtFailsOnIndicesOutOfRange);
RUN_TEST(test_addSupportsBroadcasting);
return UNITY_END(); return UNITY_END();
} }

15
neuralNetworkTests.c
View File

@ -8,6 +8,21 @@
#define IDENTIFICATION_TAG "__info2_neural_network_file_format__" #define IDENTIFICATION_TAG "__info2_neural_network_file_format__"
static void prepareNeuralNetworkFile(const char *path, const NeuralNetwork nn) static void prepareNeuralNetworkFile(const char *path, const NeuralNetwork nn)
{ {
FILE *file = fopen(path, "wb");
fwrite(IDENTIFICATION_TAG, 1, sizeof(IDENTIFICATION_TAG), file);
for(int i = 0; i < nn.numberOfLayers; i++)
{
unsigned int inputDimensions = nn.layers[i].weights.cols;
unsigned int outputDimensions = nn.layers[i].weights.rows;
fwrite(&inputDimensions, sizeof(int), 1, file);
fwrite(&outputDimensions, sizeof(int), 1, file);
fwrite(nn.layers[i].weights.buffer, sizeof(MatrixType), inputDimensions*outputDimensions, file);
fwrite(nn.layers[i].biases.buffer, sizeof(MatrixType), inputDimensions*outputDimensions, file);
}
int dimension = 0;
fwrite(&dimension, sizeof(int), 1, file);
fwrite(&dimension, sizeof(int), 1, file);
fclose(file);
} }

1
testFile.info2
View File

@ -1 +0,0 @@
some_tag