Compare commits
3
Commits
| Author | SHA1 | Date | |
|---|---|---|---|
 rotormelja98119
|
89cc39c906 | ||
|
rotormelja98119
|
6d084c7d88 | ||
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rotormelja98119
|
bedc65ed34 |
Generated
+8
@@ -0,0 +1,8 @@
|
|||||||
|
# Default ignored files
|
||||||
|
/shelf/
|
||||||
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/workspace.xml
|
||||||
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# Editor-based HTTP Client requests
|
||||||
|
/httpRequests/
|
||||||
|
# Datasource local storage ignored files
|
||||||
|
/dataSources/
|
||||||
|
/dataSources.local.xml
|
||||||
Generated
+1
@@ -0,0 +1 @@
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|||||||
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Uebung5
|
||||||
Generated
+101
@@ -0,0 +1,101 @@
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|||||||
|
<?xml version="1.0" encoding="UTF-8"?>
|
||||||
|
<project version="4">
|
||||||
|
<component name="BackendCodeEditorSettings">
|
||||||
|
<option name="/Default/CodeStyle/CodeFormatting/CppClangFormat/EnableClangFormatSupport/@EntryValue" value="false" type="bool" />
|
||||||
|
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/ALIGN_MULTILINE_ARGUMENT/@EntryValue" value="true" type="bool" />
|
||||||
|
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/ALIGN_MULTILINE_BINARY_EXPRESSIONS_CHAIN/@EntryValue" value="true" type="bool" />
|
||||||
|
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/ALIGN_MULTILINE_CALLS_CHAIN/@EntryValue" value="false" type="bool" />
|
||||||
|
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/ALIGN_MULTILINE_EXPRESSION/@EntryValue" value="false" type="bool" />
|
||||||
|
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/ALIGN_MULTILINE_EXTENDS_LIST/@EntryValue" value="true" type="bool" />
|
||||||
|
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/ALIGN_MULTILINE_FOR_STMT/@EntryValue" value="true" type="bool" />
|
||||||
|
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/ALIGN_MULTILINE_PARAMETER/@EntryValue" value="true" type="bool" />
|
||||||
|
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/ALIGN_MULTILINE_TYPE_ARGUMENT/@EntryValue" value="false" type="bool" />
|
||||||
|
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/ALIGN_MULTILINE_TYPE_PARAMETER/@EntryValue" value="false" type="bool" />
|
||||||
|
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/ALIGN_MULTIPLE_DECLARATION/@EntryValue" value="false" type="bool" />
|
||||||
|
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/ALIGN_TERNARY/@EntryValue" value="ALIGN_ALL" type="string" />
|
||||||
|
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/ANONYMOUS_METHOD_DECLARATION_BRACES/@EntryValue" value="END_OF_LINE" type="string" />
|
||||||
|
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/BLANK_LINES_AROUND_CLASS_DEFINITION/@EntryValue" value="1" type="int" />
|
||||||
|
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/BLANK_LINES_AROUND_DECLARATIONS/@EntryValue" value="0" type="int" />
|
||||||
|
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/BLANK_LINES_AROUND_FUNCTION_DECLARATION/@EntryValue" value="1" type="int" />
|
||||||
|
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/BLANK_LINES_AROUND_FUNCTION_DEFINITION/@EntryValue" value="1" type="int" />
|
||||||
|
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/BREAK_TEMPLATE_DECLARATION/@EntryValue" value="LINE_BREAK" type="string" />
|
||||||
|
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/CASE_BLOCK_BRACES/@EntryValue" value="END_OF_LINE" type="string" />
|
||||||
|
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/CONTINUOUS_LINE_INDENT/@EntryValue" value="Double" type="string" />
|
||||||
|
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/INDENT_ACCESS_SPECIFIERS_FROM_CLASS/@EntryValue" value="false" type="bool" />
|
||||||
|
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/INDENT_CASE_FROM_SWITCH/@EntryValue" value="true" type="bool" />
|
||||||
|
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/INDENT_CLASS_MEMBERS_FROM_ACCESS_SPECIFIERS/@EntryValue" value="true" type="bool" />
|
||||||
|
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/INDENT_COMMENT/@EntryValue" value="true" type="bool" />
|
||||||
|
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/INDENT_SIZE/@EntryValue" value="4" type="int" />
|
||||||
|
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/INDENT_STYLE/@EntryValue" value="Space" type="string" />
|
||||||
|
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/INITIALIZER_BRACES/@EntryValue" value="END_OF_LINE_NO_SPACE" type="string" />
|
||||||
|
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/INT_ALIGN_EQ/@EntryValue" value="false" type="bool" />
|
||||||
|
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/INVOCABLE_DECLARATION_BRACES/@EntryValue" value="END_OF_LINE" type="string" />
|
||||||
|
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/KEEP_BLANK_LINES_IN_CODE/@EntryValue" value="2" type="int" />
|
||||||
|
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/KEEP_BLANK_LINES_IN_DECLARATIONS/@EntryValue" value="2" type="int" />
|
||||||
|
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/KEEP_USER_LINEBREAKS/@EntryValue" value="true" type="bool" />
|
||||||
|
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/LINE_BREAK_AFTER_COLON_IN_MEMBER_INITIALIZER_LISTS/@EntryValue" value="ON_SINGLE_LINE" type="string" />
|
||||||
|
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/MEMBER_INITIALIZER_LIST_STYLE/@EntryValue" value="DO_NOT_CHANGE" type="string" />
|
||||||
|
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/NAMESPACE_DECLARATION_BRACES/@EntryValue" value="END_OF_LINE" type="string" />
|
||||||
|
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/NAMESPACE_INDENTATION/@EntryValue" value="All" type="string" />
|
||||||
|
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/OTHER_BRACES/@EntryValue" value="END_OF_LINE" type="string" />
|
||||||
|
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/PLACE_CATCH_ON_NEW_LINE/@EntryValue" value="false" type="bool" />
|
||||||
|
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/PLACE_ELSE_ON_NEW_LINE/@EntryValue" value="false" type="bool" />
|
||||||
|
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/PLACE_NAMESPACE_DEFINITIONS_ON_SAME_LINE/@EntryValue" value="false" type="bool" />
|
||||||
|
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/PLACE_WHILE_ON_NEW_LINE/@EntryValue" value="false" type="bool" />
|
||||||
|
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/SIMPLE_BLOCK_STYLE/@EntryValue" value="DO_NOT_CHANGE" type="string" />
|
||||||
|
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/SPACE_AFTER_CAST_EXPRESSION_PARENTHESES/@EntryValue" value="true" type="bool" />
|
||||||
|
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/SPACE_AFTER_COLON_IN_BITFIELD_DECLARATOR/@EntryValue" value="true" type="bool" />
|
||||||
|
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/SPACE_AFTER_COMMA_IN_TEMPLATE_ARGS/@EntryValue" value="true" type="bool" />
|
||||||
|
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/SPACE_AFTER_COMMA_IN_TEMPLATE_PARAMS/@EntryValue" value="true" type="bool" />
|
||||||
|
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/SPACE_AFTER_EXTENDS_COLON/@EntryValue" value="true" type="bool" />
|
||||||
|
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/SPACE_AFTER_FOR_COLON/@EntryValue" value="true" type="bool" />
|
||||||
|
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/SPACE_AFTER_FOR_SEMICOLON/@EntryValue" value="true" type="bool" />
|
||||||
|
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/SPACE_AFTER_PTR_IN_DATA_MEMBER/@EntryValue" value="false" type="bool" />
|
||||||
|
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/SPACE_AFTER_PTR_IN_DATA_MEMBERS/@EntryValue" value="false" type="bool" />
|
||||||
|
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/SPACE_AFTER_PTR_IN_METHOD/@EntryValue" value="false" type="bool" />
|
||||||
|
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/SPACE_AFTER_PTR_IN_NESTED_DECLARATOR/@EntryValue" value="false" type="bool" />
|
||||||
|
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/SPACE_AFTER_REF_IN_DATA_MEMBER/@EntryValue" value="false" type="bool" />
|
||||||
|
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/SPACE_AFTER_REF_IN_DATA_MEMBERS/@EntryValue" value="false" type="bool" />
|
||||||
|
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/SPACE_AFTER_REF_IN_METHOD/@EntryValue" value="false" type="bool" />
|
||||||
|
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/SPACE_AFTER_UNARY_OPERATOR/@EntryValue" value="false" type="bool" />
|
||||||
|
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/SPACE_BEFORE_COLON_IN_BITFIELD_DECLARATOR/@EntryValue" value="false" type="bool" />
|
||||||
|
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/SPACE_BEFORE_EXTENDS_COLON/@EntryValue" value="true" type="bool" />
|
||||||
|
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/SPACE_BEFORE_FOR_COLON/@EntryValue" value="false" type="bool" />
|
||||||
|
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/SPACE_BEFORE_FOR_SEMICOLON/@EntryValue" value="false" type="bool" />
|
||||||
|
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/SPACE_BEFORE_PTR_IN_ABSTRACT_DECL/@EntryValue" value="true" type="bool" />
|
||||||
|
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/SPACE_BEFORE_PTR_IN_DATA_MEMBER/@EntryValue" value="true" type="bool" />
|
||||||
|
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/SPACE_BEFORE_PTR_IN_DATA_MEMBERS/@EntryValue" value="true" type="bool" />
|
||||||
|
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/SPACE_BEFORE_PTR_IN_METHOD/@EntryValue" value="true" type="bool" />
|
||||||
|
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/SPACE_BEFORE_REF_IN_ABSTRACT_DECL/@EntryValue" value="true" type="bool" />
|
||||||
|
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/SPACE_BEFORE_REF_IN_DATA_MEMBER/@EntryValue" value="true" type="bool" />
|
||||||
|
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/SPACE_BEFORE_REF_IN_DATA_MEMBERS/@EntryValue" value="true" type="bool" />
|
||||||
|
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/SPACE_BEFORE_REF_IN_METHOD/@EntryValue" value="true" type="bool" />
|
||||||
|
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/SPACE_BEFORE_TEMPLATE_ARGS/@EntryValue" value="false" type="bool" />
|
||||||
|
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/SPACE_BEFORE_TEMPLATE_PARAMS/@EntryValue" value="false" type="bool" />
|
||||||
|
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/SPACE_BETWEEN_CLOSING_ANGLE_BRACKETS_IN_TEMPLATE_ARGS/@EntryValue" value="true" type="bool" />
|
||||||
|
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/SPACE_WITHIN_ARRAY_ACCESS_BRACKETS/@EntryValue" value="false" type="bool" />
|
||||||
|
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/SPACE_WITHIN_CAST_EXPRESSION_PARENTHESES/@EntryValue" value="false" type="bool" />
|
||||||
|
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/SPACE_WITHIN_DECLARATION_PARENTHESES/@EntryValue" value="false" type="bool" />
|
||||||
|
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/SPACE_WITHIN_EMPTY_BLOCKS/@EntryValue" value="false" type="bool" />
|
||||||
|
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/SPACE_WITHIN_EMPTY_INITIALIZER_BRACES/@EntryValue" value="false" type="bool" />
|
||||||
|
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/SPACE_WITHIN_EMPTY_METHOD_PARENTHESES/@EntryValue" value="false" type="bool" />
|
||||||
|
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/SPACE_WITHIN_EMPTY_TEMPLATE_PARAMS/@EntryValue" value="false" type="bool" />
|
||||||
|
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/SPACE_WITHIN_INITIALIZER_BRACES/@EntryValue" value="false" type="bool" />
|
||||||
|
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/SPACE_WITHIN_TEMPLATE_ARGS/@EntryValue" value="false" type="bool" />
|
||||||
|
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/SPACE_WITHIN_TEMPLATE_PARAMS/@EntryValue" value="false" type="bool" />
|
||||||
|
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/SPECIAL_ELSE_IF_TREATMENT/@EntryValue" value="true" type="bool" />
|
||||||
|
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/TAB_WIDTH/@EntryValue" value="4" type="int" />
|
||||||
|
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/TYPE_DECLARATION_BRACES/@EntryValue" value="END_OF_LINE" type="string" />
|
||||||
|
<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>
|
||||||
Generated
+7
@@ -0,0 +1,7 @@
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|||||||
|
<?xml version="1.0" encoding="UTF-8"?>
|
||||||
|
<project version="4">
|
||||||
|
<component name="CMakePythonSetting">
|
||||||
|
<option name="pythonIntegrationState" value="YES" />
|
||||||
|
</component>
|
||||||
|
<component name="CMakeWorkspace" PROJECT_DIR="$PROJECT_DIR$" />
|
||||||
|
</project>
|
||||||
Generated
+8
@@ -0,0 +1,8 @@
|
|||||||
|
<?xml version="1.0" encoding="UTF-8"?>
|
||||||
|
<project version="4">
|
||||||
|
<component name="ProjectModuleManager">
|
||||||
|
<modules>
|
||||||
|
<module fileurl="file://$PROJECT_DIR$/.idea/parallel2.iml" filepath="$PROJECT_DIR$/.idea/parallel2.iml" />
|
||||||
|
</modules>
|
||||||
|
</component>
|
||||||
|
</project>
|
||||||
Generated
+2
@@ -0,0 +1,2 @@
|
|||||||
|
<?xml version="1.0" encoding="UTF-8"?>
|
||||||
|
<module classpath="CMake" type="CPP_MODULE" version="4" />
|
||||||
Generated
+6
@@ -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>
|
||||||
@@ -0,0 +1,15 @@
|
|||||||
|
cmake_minimum_required(VERSION 3.15)
|
||||||
|
project(Uebung5)
|
||||||
|
|
||||||
|
set(CMAKE_CXX_STANDARD 17)
|
||||||
|
set(CMAKE_CXX_STANDARD_REQUIRED ON)
|
||||||
|
|
||||||
|
# OpenMP aktivieren
|
||||||
|
find_package(OpenMP REQUIRED)
|
||||||
|
if(OpenMP_CXX_FOUND)
|
||||||
|
message(STATUS "OpenMP found")
|
||||||
|
set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} ${OpenMP_CXX_FLAGS}")
|
||||||
|
endif()
|
||||||
|
|
||||||
|
# Executable erstellen
|
||||||
|
add_executable(parallel2 main.cpp)
|
||||||
@@ -0,0 +1,238 @@
|
|||||||
|
#include <iostream>
|
||||||
|
#include <vector>
|
||||||
|
#include <cstdlib>
|
||||||
|
#include <ctime>
|
||||||
|
#include <chrono>
|
||||||
|
#include <cmath>
|
||||||
|
#include <omp.h>
|
||||||
|
|
||||||
|
|
||||||
|
// Matrizen erzeugen
|
||||||
|
|
||||||
|
void generateRandomMatrices(int n,
|
||||||
|
std::vector<std::vector<double>>& A,
|
||||||
|
std::vector<std::vector<double>>& B,
|
||||||
|
double min_val = 0.0,
|
||||||
|
double max_val = 10.0)
|
||||||
|
{
|
||||||
|
std::srand(static_cast<unsigned int>(std::time(nullptr)));
|
||||||
|
A.resize(n, std::vector<double>(n));
|
||||||
|
B.resize(n, std::vector<double>(n));
|
||||||
|
|
||||||
|
for (int i = 0; i < n; ++i)
|
||||||
|
for (int j = 0; j < n; ++j)
|
||||||
|
{
|
||||||
|
double r1 = static_cast<double>(std::rand()) / RAND_MAX;
|
||||||
|
double r2 = static_cast<double>(std::rand()) / RAND_MAX;
|
||||||
|
A[i][j] = min_val + r1 * (max_val - min_val);
|
||||||
|
B[i][j] = min_val + r2 * (max_val - min_val);
|
||||||
|
}
|
||||||
|
}
|
||||||
|
|
||||||
|
|
||||||
|
// Seriell
|
||||||
|
|
||||||
|
std::vector<std::vector<double>> matmul_serial(const std::vector<std::vector<double>>& A,
|
||||||
|
const std::vector<std::vector<double>>& B)
|
||||||
|
{
|
||||||
|
int n = A.size();
|
||||||
|
int m = B[0].size();
|
||||||
|
int p = B.size();
|
||||||
|
|
||||||
|
std::vector<std::vector<double>> C(n, std::vector<double>(m, 0.0));
|
||||||
|
|
||||||
|
for (int i = 0; i < n; ++i)
|
||||||
|
for (int j = 0; j < m; ++j)
|
||||||
|
for (int k = 0; k < p; ++k)
|
||||||
|
C[i][j] += A[i][k] * B[k][j];
|
||||||
|
|
||||||
|
return C;
|
||||||
|
}
|
||||||
|
|
||||||
|
|
||||||
|
// Parallele Zeilenzerlegung
|
||||||
|
|
||||||
|
std::vector<std::vector<double>> matmul_parallel_rows(const std::vector<std::vector<double>>& A,
|
||||||
|
const std::vector<std::vector<double>>& B,
|
||||||
|
int numThreads)
|
||||||
|
{
|
||||||
|
int n = A.size();
|
||||||
|
int m = B[0].size();
|
||||||
|
int p = B.size();
|
||||||
|
|
||||||
|
std::vector<std::vector<double>> C(n, std::vector<double>(m, 0.0));
|
||||||
|
|
||||||
|
#pragma omp parallel for num_threads(numThreads)
|
||||||
|
for (int i = 0; i < n; ++i)
|
||||||
|
{
|
||||||
|
std::vector<double> row(m, 0.0);
|
||||||
|
for (int j = 0; j < m; ++j)
|
||||||
|
{
|
||||||
|
double sum = 0.0;
|
||||||
|
for (int k = 0; k < p; ++k)
|
||||||
|
sum += A[i][k] * B[k][j]; //verhindert überschreibuung
|
||||||
|
row[j] = sum;
|
||||||
|
}
|
||||||
|
C[i] = row;
|
||||||
|
}
|
||||||
|
|
||||||
|
return C;
|
||||||
|
}
|
||||||
|
|
||||||
|
|
||||||
|
// Parallele Spaltenzerlegung
|
||||||
|
|
||||||
|
std::vector<std::vector<double>> matmul_parallel_cols(const std::vector<std::vector<double>>& A,
|
||||||
|
const std::vector<std::vector<double>>& B,
|
||||||
|
int numThreads)
|
||||||
|
{
|
||||||
|
int n = A.size();
|
||||||
|
int m = B[0].size();
|
||||||
|
int p = B.size();
|
||||||
|
|
||||||
|
std::vector<std::vector<double>> C(n, std::vector<double>(m, 0.0));
|
||||||
|
|
||||||
|
#pragma omp parallel for num_threads(numThreads)
|
||||||
|
for (int j = 0; j < m; ++j)
|
||||||
|
{
|
||||||
|
for (int i = 0; i < n; ++i)
|
||||||
|
{
|
||||||
|
double sum = 0.0;
|
||||||
|
for (int k = 0; k < p; ++k)
|
||||||
|
sum += A[i][k] * B[k][j]; //Zwischengepeichert
|
||||||
|
C[i][j] = sum;
|
||||||
|
}
|
||||||
|
}
|
||||||
|
|
||||||
|
return C;
|
||||||
|
}
|
||||||
|
|
||||||
|
|
||||||
|
// Blockzerlegung
|
||||||
|
|
||||||
|
std::vector<std::vector<double>> matmul_block(const std::vector<std::vector<double>>& A,
|
||||||
|
const std::vector<std::vector<double>>& B,
|
||||||
|
int blockSize,
|
||||||
|
int numThreads)
|
||||||
|
{
|
||||||
|
int n = A.size();
|
||||||
|
int m = B[0].size();
|
||||||
|
int p = B.size();
|
||||||
|
|
||||||
|
std::vector<std::vector<double>> C(n, std::vector<double>(m, 0.0));
|
||||||
|
|
||||||
|
#pragma omp parallel for collapse(2) num_threads(numThreads)
|
||||||
|
for (int ii = 0; ii < n; ii += blockSize)
|
||||||
|
for (int jj = 0; jj < m; jj += blockSize)
|
||||||
|
{
|
||||||
|
for (int i = ii; i < std::min(ii + blockSize, n); ++i)
|
||||||
|
for (int j = jj; j < std::min(jj + blockSize, m); ++j)
|
||||||
|
{
|
||||||
|
double sum = 0.0;
|
||||||
|
for (int k = 0; k < p; ++k)
|
||||||
|
sum += A[i][k] * B[k][j];
|
||||||
|
C[i][j] = sum;
|
||||||
|
}
|
||||||
|
}
|
||||||
|
|
||||||
|
return C;
|
||||||
|
}
|
||||||
|
|
||||||
|
|
||||||
|
// Matrix ausgeben
|
||||||
|
|
||||||
|
void printMatrix(const std::vector<std::vector<double>>& M, const std::string& name)
|
||||||
|
{
|
||||||
|
std::cout << name << " (" << M.size() << "x" << (M.empty() ? 0 : M[0].size()) << "):\n";
|
||||||
|
for (const auto& row : M)
|
||||||
|
{
|
||||||
|
for (double val : row)
|
||||||
|
std::cout << val << "\t";
|
||||||
|
std::cout << "\n";
|
||||||
|
}
|
||||||
|
std::cout << "\n";
|
||||||
|
}
|
||||||
|
|
||||||
|
|
||||||
|
//Matrix Vergleich (Komponentenweise)
|
||||||
|
bool compareMatrices(const std::vector<std::vector<double>>& A,
|
||||||
|
const std::vector<std::vector<double>>& B)
|
||||||
|
{
|
||||||
|
if (A.size() != B.size() || A[0].size() != B[0].size())
|
||||||
|
return false;
|
||||||
|
|
||||||
|
for (size_t i = 0; i < A.size(); ++i)
|
||||||
|
for (size_t j = 0; j < A[0].size(); ++j)
|
||||||
|
if (std::abs(A[i][j] - B[i][j]) > 1e-9)
|
||||||
|
return false;
|
||||||
|
return true;
|
||||||
|
}
|
||||||
|
|
||||||
|
|
||||||
|
|
||||||
|
|
||||||
|
|
||||||
|
|
||||||
|
|
||||||
|
int main()
|
||||||
|
{
|
||||||
|
int N = 4; // für Ausgabe kleiner Matrizen <5
|
||||||
|
int numThreads = omp_get_max_threads();
|
||||||
|
if (numThreads == 0) numThreads = 4;
|
||||||
|
|
||||||
|
std::vector<std::vector<double>> A, B;
|
||||||
|
generateRandomMatrices(N, A, B);
|
||||||
|
|
||||||
|
if (N < 5)
|
||||||
|
{
|
||||||
|
printMatrix(A, "Matrix A");
|
||||||
|
printMatrix(B, "Matrix B");
|
||||||
|
}
|
||||||
|
|
||||||
|
// Serielle Berechnung
|
||||||
|
auto start = std::chrono::steady_clock::now();
|
||||||
|
auto C_serial = matmul_serial(A, B);
|
||||||
|
auto end = std::chrono::steady_clock::now();
|
||||||
|
double timeSerial = std::chrono::duration<double>(end - start).count();
|
||||||
|
std::cout << "Seriell: " << timeSerial << " s\n";
|
||||||
|
|
||||||
|
if (N < 5)
|
||||||
|
printMatrix(C_serial, "C_serial");
|
||||||
|
|
||||||
|
// Zeilenparallel
|
||||||
|
start = std::chrono::steady_clock::now();
|
||||||
|
auto C_rows = matmul_parallel_rows(A, B, numThreads);
|
||||||
|
end = std::chrono::steady_clock::now();
|
||||||
|
double timeRows = std::chrono::duration<double>(end - start).count();
|
||||||
|
std::cout << "Parallel Zeilen: " << timeRows << " s | "
|
||||||
|
<< (compareMatrices(C_serial, C_rows) ? "Match" : "Mismatch") << "\n";
|
||||||
|
|
||||||
|
if (N < 5)
|
||||||
|
printMatrix(C_rows, "C_rows");
|
||||||
|
|
||||||
|
// Spaltenparallel
|
||||||
|
start = std::chrono::steady_clock::now();
|
||||||
|
auto C_cols = matmul_parallel_cols(A, B, numThreads);
|
||||||
|
end = std::chrono::steady_clock::now();
|
||||||
|
double timeCols = std::chrono::duration<double>(end - start).count();
|
||||||
|
std::cout << "Parallel Spalten: " << timeCols << " s | "
|
||||||
|
<< (compareMatrices(C_serial, C_cols) ? "Match" : "Mismatch") << "\n";
|
||||||
|
|
||||||
|
if (N < 5)
|
||||||
|
printMatrix(C_cols, "C_cols");
|
||||||
|
|
||||||
|
// Blockparallel
|
||||||
|
int blockSize = 2; // für kleine N passend
|
||||||
|
start = std::chrono::steady_clock::now();
|
||||||
|
auto C_block = matmul_block(A, B, blockSize, numThreads);
|
||||||
|
end = std::chrono::steady_clock::now();
|
||||||
|
double timeBlock = std::chrono::duration<double>(end - start).count();
|
||||||
|
std::cout << "Parallel Block (" << blockSize << "x" << blockSize << "): "
|
||||||
|
<< timeBlock << " s | "
|
||||||
|
<< (compareMatrices(C_serial, C_block) ? "Match" : "Mismatch") << "\n";
|
||||||
|
|
||||||
|
if (N < 5)
|
||||||
|
printMatrix(C_block, "C_block");
|
||||||
|
|
||||||
|
return 0;
|
||||||
|
}
|
||||||
File diff suppressed because it is too large
Load Diff
Reference in New Issue
Block a user