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@ -3,4 +3,5 @@ project(threads)
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set(CMAKE_CXX_STANDARD 17)
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add_executable(threads main.cpp)
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add_executable(threads matrix_main.cpp
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)
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@ -4,6 +4,8 @@
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#include <stdexcept>
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#include <chrono>
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#include <iostream>
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#include <omp.h>
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// Funktion erzeugt zwei Matrizen A und B der Größe n x n mit Zufallswerten
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void generateRandomMatrices(int n,
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@ -49,6 +51,27 @@ std::vector<std::vector<double>> matmul(const std::vector<std::vector<double>>&
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return C;
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}
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std::vector<std::vector<double>> matmul_parallel(const std::vector<std::vector<double>>& A,
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const std::vector<std::vector<double>>& B)
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{
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int n = A.size();
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int m = B[0].size();
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int p = B.size();
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if (A[0].size() != B.size())
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throw std::runtime_error("Matrixgrößen passen nicht.");
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std::vector<std::vector<double>> C(n, std::vector<double>(m, 0.0));
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#pragma omp parallel for
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for (int i = 0; i < n; ++i)
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for (int j = 0; j < m; ++j)
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for (int k = 0; k < p; ++k)
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C[i][j] += A[i][k] * B[k][j];
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return C;
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}
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int main()
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{
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int N = 500; // z.B. 500x500
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@ -62,5 +85,11 @@ int main()
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std::chrono::duration<double> diff = end - start;
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std::cout << "Serial Took: " << diff.count() << "s\n";
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start = std::chrono::steady_clock::now();
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auto C_parallel= matmul_parallel(A, B);
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end = std::chrono::steady_clock::now();
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diff = end - start;
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std::cout << "Serial Took: " << diff.count() << "s\n";
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return 0;
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}
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