tepechin_kirill_lab_5 #48

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Alexey merged 2 commits from tepechin_kirill_lab_5 into main 2023-12-28 10:58:07 +04:00
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import java.util.Arrays;
import java.util.concurrent.ExecutorService;
import java.util.concurrent.Executors;
import java.util.concurrent.TimeUnit;
public class MatrixMultiply {
public static int[][] generateMatrix(int n) {
int[][] matrix = new int[n][n];
for (int i = 0; i < n; i++) {
for (int j = 0; j < n; j++) {
matrix[i][j] = (int) (Math.random() * 100);
}
}
return matrix;
}
private static int calculateSingleValue(int i, int j, int[][] a, int[][] b) {
int result = 0;
for (int k = 0; k < a[0].length; ++k) {
result += a[i][k] * b[k][j];
}
return result;
}
public static int[][] multiplySync(int[][] a, int[][] b) {
final int[][] result = new int[a.length][b[0].length];
for (int i = 0; i < a.length; ++i) {
for (int j = 0; j < b[0].length; ++j) {
result[i][j] = calculateSingleValue(i, j, a, b);
}
}
return result;
}
public static int[][] multiplyAsync(int[][] a, int[][] b, ExecutorService executor) throws InterruptedException {
final int[][] result = new int[a.length][b[0].length];
for (int i = 0; i < a.length; ++i) {
final int fi = i;
executor.execute(() -> {
for (int j = 0; j < b[0].length; ++j) {
for (int k = 0; k < a[0].length; ++k) {
result[fi][j] += a[fi][k] * b[k][j];
}
}
});
}
executor.shutdown();
executor.awaitTermination(1, TimeUnit.DAYS);
return result;
}
public static void main(String[] args) throws InterruptedException {
run(100);
run(300);
run(500);
}
public static void run(int n) throws InterruptedException {
System.out.println("N = " + n);
final ExecutorService executorService = Executors.newFixedThreadPool(Runtime.getRuntime().availableProcessors());
final int[][] a = generateMatrix(n);
final int[][] b = generateMatrix(n);
long time = System.currentTimeMillis();
final int[][] productSync = multiplySync(a, b);
System.out.println("Time sync: " + (System.currentTimeMillis() - time));
time = System.currentTimeMillis();
final int[][] productAsync = multiplyAsync(a, b, executorService);
System.out.println("Time async: " + (System.currentTimeMillis() - time));
System.out.println();
// System.out.println(Arrays.deepEquals(productAsync, productSync));
}
}