forked from freudenreichan/info2Praktikum-NeuronalesNetz
Updated matrix.c
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5a82e2c1d6
commit
21c9176403
1 file changed
+63
-22
+63
-22
@@ -1,3 +1,4 @@
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#include <stdlib.h>
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#include <string.h>
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#include "matrix.h"
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@@ -7,20 +8,30 @@ Matrix createMatrix(unsigned int rows, unsigned int cols)
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{
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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.rows = 0;
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matrix.cols = 0;
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matrix.buffer = NULL;
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// Ungültige Dimensionen überprüfen damit calloc wie gewünscht arbeitet
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if (rows == 0 || cols == 0)
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{
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return matrix;
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}
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matrix.buffer = calloc(rows * cols, sizeof(MatrixType));
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if (matrix.buffer == NULL)
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{
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matrix.rows = 0;
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matrix.cols = 0;
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return matrix;
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}
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matrix.rows = rows;
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matrix.cols = cols;
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return matrix;
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}
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// Matrix-Speicher freigeben
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void clearMatrix(Matrix* matrix)
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{
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@@ -34,6 +45,7 @@ void clearMatrix(Matrix* matrix)
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}
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}
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// Wert an einer bestimmten Position setzen
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void setMatrixAt(MatrixType value, Matrix matrix,
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unsigned int rowIdx, unsigned int colIdx)
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@@ -46,6 +58,7 @@ void setMatrixAt(MatrixType value, Matrix matrix,
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}
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}
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// Wert an einer bestimmten Position auslesen
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MatrixType getMatrixAt(const Matrix matrix,
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unsigned int rowIdx, unsigned int colIdx)
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@@ -60,34 +73,58 @@ MatrixType getMatrixAt(const Matrix matrix,
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return UNDEFINED_MATRIX_VALUE;
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}
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// Zwei Matrizen addieren
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// Zwei Matrizen addieren (mit Broadcasting)
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Matrix add(const Matrix matrix1, const Matrix matrix2)
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{
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// Dimensionen und Buffer überprüfen
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if (matrix1.rows != matrix2.rows ||
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matrix1.cols != matrix2.cols ||
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matrix1.rows == 0 ||
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matrix1.cols == 0 ||
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matrix1.buffer == NULL ||
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// Buffer überprüfen
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if (matrix1.buffer == NULL ||
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matrix2.buffer == NULL)
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{
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return createMatrix(0, 0);
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return (Matrix){0};
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}
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// Überprüfen, ob Broadcasting möglich ist
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if ((matrix1.rows != matrix2.rows &&
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matrix1.rows != 1 && matrix2.rows != 1) ||
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(matrix1.cols != matrix2.cols &&
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matrix1.cols != 1 && matrix2.cols != 1))
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{
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return (Matrix){0};
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}
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// Ergebnisdimensionen bestimmen
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unsigned int rows = matrix1.rows > matrix2.rows
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? matrix1.rows : matrix2.rows;
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unsigned int cols = matrix1.cols > matrix2.cols
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? matrix1.cols : matrix2.cols;
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// Ergebnismatrix erstellen
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Matrix result = createMatrix(matrix1.rows, matrix1.cols);
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Matrix result = createMatrix(rows, cols);
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if (result.buffer == NULL)
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{
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return result;
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}
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// Matrizen elementweise addieren
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unsigned int size = matrix1.rows * matrix1.cols;
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for (unsigned int i = 0; i < size; i++)
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// Elementweise Addition mit Broadcasting
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for (unsigned int i = 0; i < rows; i++)
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{
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result.buffer[i] = matrix1.buffer[i] + matrix2.buffer[i];
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for (unsigned int j = 0; j < cols; j++)
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{
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unsigned int r1 = matrix1.rows == 1 ? 0 : i;
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unsigned int c1 = matrix1.cols == 1 ? 0 : j;
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unsigned int r2 = matrix2.rows == 1 ? 0 : i;
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unsigned int c2 = matrix2.cols == 1 ? 0 : j;
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MatrixType value =
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getMatrixAt(matrix1, r1, c1) +
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getMatrixAt(matrix2, r2, c2);
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setMatrixAt(value, result, i, j);
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}
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}
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return result;
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@@ -97,13 +134,17 @@ Matrix add(const Matrix matrix1, const Matrix matrix2)
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// Zwei Matrizen multiplizieren
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Matrix multiply(const Matrix matrix1, const Matrix matrix2)
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{
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// Dimensionen und Buffer überprüfen
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if (matrix1.cols != matrix2.rows ||
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matrix1.rows == 0 ||
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matrix2.cols == 0 ||
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matrix1.buffer == NULL ||
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matrix2.buffer == NULL)
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{
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return createMatrix(0, 0);
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return (Matrix){0};
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}
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// Ergebnismatrix erstellen
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Matrix result = createMatrix(matrix1.rows, matrix2.cols);
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if (result.buffer == NULL)
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@@ -111,7 +152,8 @@ Matrix multiply(const Matrix matrix1, const Matrix matrix2)
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return result;
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}
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for (unsigned int i = 0; i < matrix1.rows; i++) // nur < weil bei 0 angefangen zu zählen
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// Matrizenmultiplikation
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for (unsigned int i = 0; i < matrix1.rows; i++)
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{
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for (unsigned int j = 0; j < matrix2.cols; j++)
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{
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@@ -120,11 +162,10 @@ Matrix multiply(const Matrix matrix1, const Matrix matrix2)
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for (unsigned int k = 0; k < matrix1.cols; k++)
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{
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sum += getMatrixAt(matrix1, i, k) *
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getMatrixAt(matrix2, k, j);
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getMatrixAt(matrix2, k, j);
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}
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setMatrixAt(sum, result, i, j);
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}
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}
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