From 07105e81a0e81f1b646f90db523ffd80e46b0938 Mon Sep 17 00:00:00 2001 From: Emelyanov535 Date: Fri, 18 Oct 2024 17:41:49 +0400 Subject: [PATCH 1/2] feature: completed lab 5 --- emelyanov_artem_lab_5/.idea/.gitignore | 8 ++++ .../.idea/emelyanov_artem_lab_5.iml | 11 +++++ .../inspectionProfiles/Project_Default.xml | 8 ++++ emelyanov_artem_lab_5/.idea/misc.xml | 6 +++ emelyanov_artem_lab_5/.idea/modules.xml | 8 ++++ emelyanov_artem_lab_5/.idea/vcs.xml | 6 +++ emelyanov_artem_lab_5/Benchmark.java | 22 +++++++++ emelyanov_artem_lab_5/Main.java | 33 +++++++++++++ emelyanov_artem_lab_5/MatrixGenerator.java | 11 +++++ .../MatrixMultiplication.java | 44 ++++++++++++++++++ emelyanov_artem_lab_5/MatrixPrinter.java | 24 ++++++++++ emelyanov_artem_lab_5/Readme.md | 17 +++++++ ... экрана от 2024-10-18 17-34-36.png | Bin 0 -> 50785 bytes .../emelyanov_artem_lab_5/.idea/.gitignore | 8 ++++ .../.idea/emelyanov_artem_lab_5.iml | 11 +++++ .../inspectionProfiles/Project_Default.xml | 8 ++++ .../emelyanov_artem_lab_5/.idea/misc.xml | 6 +++ .../emelyanov_artem_lab_5/.idea/modules.xml | 8 ++++ .../emelyanov_artem_lab_5/.idea/vcs.xml | 6 +++ .../emelyanov_artem_lab_5/Benchmark.class | Bin 0 -> 1811 bytes .../emelyanov_artem_lab_5/Main.class | Bin 0 -> 2413 bytes .../MatrixGenerator.class | Bin 0 -> 586 bytes .../MatrixMultiplication.class | Bin 0 -> 2247 bytes .../emelyanov_artem_lab_5/MatrixPrinter.class | Bin 0 -> 1207 bytes 24 files changed, 245 insertions(+) create mode 100644 emelyanov_artem_lab_5/.idea/.gitignore create mode 100644 emelyanov_artem_lab_5/.idea/emelyanov_artem_lab_5.iml create mode 100644 emelyanov_artem_lab_5/.idea/inspectionProfiles/Project_Default.xml create mode 100644 emelyanov_artem_lab_5/.idea/misc.xml create mode 100644 emelyanov_artem_lab_5/.idea/modules.xml create mode 100644 emelyanov_artem_lab_5/.idea/vcs.xml create mode 100644 emelyanov_artem_lab_5/Benchmark.java create mode 100644 emelyanov_artem_lab_5/Main.java create mode 100644 emelyanov_artem_lab_5/MatrixGenerator.java create mode 100644 emelyanov_artem_lab_5/MatrixMultiplication.java create mode 100644 emelyanov_artem_lab_5/MatrixPrinter.java create mode 100644 emelyanov_artem_lab_5/Readme.md create mode 100644 emelyanov_artem_lab_5/images/Снимок экрана от 2024-10-18 17-34-36.png create mode 100644 emelyanov_artem_lab_5/out/production/emelyanov_artem_lab_5/.idea/.gitignore create mode 100644 emelyanov_artem_lab_5/out/production/emelyanov_artem_lab_5/.idea/emelyanov_artem_lab_5.iml create mode 100644 emelyanov_artem_lab_5/out/production/emelyanov_artem_lab_5/.idea/inspectionProfiles/Project_Default.xml create mode 100644 emelyanov_artem_lab_5/out/production/emelyanov_artem_lab_5/.idea/misc.xml create mode 100644 emelyanov_artem_lab_5/out/production/emelyanov_artem_lab_5/.idea/modules.xml create mode 100644 emelyanov_artem_lab_5/out/production/emelyanov_artem_lab_5/.idea/vcs.xml create mode 100644 emelyanov_artem_lab_5/out/production/emelyanov_artem_lab_5/Benchmark.class create mode 100644 emelyanov_artem_lab_5/out/production/emelyanov_artem_lab_5/Main.class create mode 100644 emelyanov_artem_lab_5/out/production/emelyanov_artem_lab_5/MatrixGenerator.class create mode 100644 emelyanov_artem_lab_5/out/production/emelyanov_artem_lab_5/MatrixMultiplication.class create mode 100644 emelyanov_artem_lab_5/out/production/emelyanov_artem_lab_5/MatrixPrinter.class diff --git a/emelyanov_artem_lab_5/.idea/.gitignore b/emelyanov_artem_lab_5/.idea/.gitignore new file mode 100644 index 0000000..13566b8 --- /dev/null +++ b/emelyanov_artem_lab_5/.idea/.gitignore @@ -0,0 +1,8 @@ +# Default ignored files +/shelf/ +/workspace.xml +# Editor-based HTTP Client requests +/httpRequests/ +# Datasource local storage ignored files +/dataSources/ +/dataSources.local.xml diff --git a/emelyanov_artem_lab_5/.idea/emelyanov_artem_lab_5.iml b/emelyanov_artem_lab_5/.idea/emelyanov_artem_lab_5.iml new file mode 100644 index 0000000..b107a2d --- /dev/null +++ b/emelyanov_artem_lab_5/.idea/emelyanov_artem_lab_5.iml @@ -0,0 +1,11 @@ + + + + + + + + + + + \ No newline at end of file diff --git a/emelyanov_artem_lab_5/.idea/inspectionProfiles/Project_Default.xml b/emelyanov_artem_lab_5/.idea/inspectionProfiles/Project_Default.xml new file mode 100644 index 0000000..db0f74e --- /dev/null +++ b/emelyanov_artem_lab_5/.idea/inspectionProfiles/Project_Default.xml @@ -0,0 +1,8 @@ + + + + \ No newline at end of file diff --git a/emelyanov_artem_lab_5/.idea/misc.xml b/emelyanov_artem_lab_5/.idea/misc.xml new file mode 100644 index 0000000..f03c948 --- /dev/null +++ b/emelyanov_artem_lab_5/.idea/misc.xml @@ -0,0 +1,6 @@ + + + + + + \ No newline at end of file diff --git a/emelyanov_artem_lab_5/.idea/modules.xml b/emelyanov_artem_lab_5/.idea/modules.xml new file mode 100644 index 0000000..4971c76 --- /dev/null +++ b/emelyanov_artem_lab_5/.idea/modules.xml @@ -0,0 +1,8 @@ + + + + + + + + \ No newline at end of file diff --git a/emelyanov_artem_lab_5/.idea/vcs.xml b/emelyanov_artem_lab_5/.idea/vcs.xml new file mode 100644 index 0000000..6c0b863 --- /dev/null +++ b/emelyanov_artem_lab_5/.idea/vcs.xml @@ -0,0 +1,6 @@ + + + + + + \ No newline at end of file diff --git a/emelyanov_artem_lab_5/Benchmark.java b/emelyanov_artem_lab_5/Benchmark.java new file mode 100644 index 0000000..688334d --- /dev/null +++ b/emelyanov_artem_lab_5/Benchmark.java @@ -0,0 +1,22 @@ +public class Benchmark { + public static void main(String[] args) { + int[] sizes = {100, 300, 500}; + for (int size : sizes) { + int[][] matrixA = MatrixGenerator.generateMatrix(size); + int[][] matrixB = MatrixGenerator.generateMatrix(size); + + long startSequential = System.nanoTime(); + MatrixMultiplication.multiply(matrixA, matrixB, 1); + long endSequential = System.nanoTime(); + System.out.println("Последовательно (" + size + "x" + size + "): " + (endSequential - startSequential) / 1_000_000 + " ms"); + + for (int numThreads : new int[]{2, 4, 8}) { + long startParallel = System.nanoTime(); + MatrixMultiplication.multiply(matrixA, matrixB, numThreads); + long endParallel = System.nanoTime(); + System.out.println("Параллельно (" + size + "x" + size + ", " + numThreads + " потоков): " + + (endParallel - startParallel) / 1_000_000 + " ms"); + } + } + } +} diff --git a/emelyanov_artem_lab_5/Main.java b/emelyanov_artem_lab_5/Main.java new file mode 100644 index 0000000..ae1aef5 --- /dev/null +++ b/emelyanov_artem_lab_5/Main.java @@ -0,0 +1,33 @@ +public class Main{ + public static void main(String[] args){ + int[] sizes = {100, 300, 500}; + + for (int size : sizes) { + int[][] matrixA = MatrixGenerator.generateMatrix(size); + int[][] matrixB = MatrixGenerator.generateMatrix(size); + + System.out.println("Размер матрицы: " + size + "x" + size); + System.out.println("Матрица A:"); + MatrixPrinter.printMatrix(matrixA, 5); + System.out.println("Матрица B:"); + MatrixPrinter.printMatrix(matrixB, 5); + + long startSequential = System.nanoTime(); + int[][] resultSequential = MatrixMultiplication.multiply(matrixA, matrixB, 1); + long endSequential = System.nanoTime(); + System.out.println("Результат последовательного умножения:"); + MatrixPrinter.printMatrix(resultSequential, 5); + System.out.println("Время последовательного умножения: " + (endSequential - startSequential) / 1_000_000 + " ms"); + + for (int numThreads : new int[]{2, 4, 8}) { + long startParallel = System.nanoTime(); + int[][] resultParallel = MatrixMultiplication.multiply(matrixA, matrixB, numThreads); + long endParallel = System.nanoTime(); + System.out.println("Результат параллельного умножения (" + numThreads + " потоков):"); + MatrixPrinter.printMatrix(resultParallel, 5); + System.out.println("Время параллельного умножения: " + (endParallel - startParallel) / 1_000_000 + " ms"); + } + System.out.println("--------------------------------------------------"); + } + } +} diff --git a/emelyanov_artem_lab_5/MatrixGenerator.java b/emelyanov_artem_lab_5/MatrixGenerator.java new file mode 100644 index 0000000..3baecd7 --- /dev/null +++ b/emelyanov_artem_lab_5/MatrixGenerator.java @@ -0,0 +1,11 @@ +public class MatrixGenerator { + public static int[][] generateMatrix(int size) { + int[][] matrix = new int[size][size]; + for (int i = 0; i < size; i++) { + for (int j = 0; j < size; j++) { + matrix[i][j] = (int) (Math.random() * 100); + } + } + return matrix; + } +} diff --git a/emelyanov_artem_lab_5/MatrixMultiplication.java b/emelyanov_artem_lab_5/MatrixMultiplication.java new file mode 100644 index 0000000..3064fa6 --- /dev/null +++ b/emelyanov_artem_lab_5/MatrixMultiplication.java @@ -0,0 +1,44 @@ +import java.util.concurrent.ExecutorService; +import java.util.concurrent.Executors; +import java.util.concurrent.TimeUnit; + +public class MatrixMultiplication { + public static int[][] multiply(int[][] matrixA, int[][] matrixB, int numThreads) { + int n = matrixA.length; + int[][] result = new int[n][n]; + + if (numThreads == 1) { + // Последовательное умножение + for (int i = 0; i < n; i++) { + multiplyRow(matrixA, matrixB, result, i); + } + } else { + // Многопоточное умножение + ExecutorService executor = Executors.newFixedThreadPool(numThreads); + + for (int i = 0; i < n; i++) { + final int row = i; + executor.submit(() -> multiplyRow(matrixA, matrixB, result, row)); + } + + executor.shutdown(); + try { + // Ожидаем завершения всех задач + executor.awaitTermination(Long.MAX_VALUE, TimeUnit.NANOSECONDS); + } catch (InterruptedException e) { + e.printStackTrace(); + } + } + + return result; + } + + private static void multiplyRow(int[][] matrixA, int[][] matrixB, int[][] result, int row) { + int n = matrixA.length; + for (int j = 0; j < n; j++) { + for (int k = 0; k < n; k++) { + result[row][j] += matrixA[row][k] * matrixB[k][j]; + } + } + } +} diff --git a/emelyanov_artem_lab_5/MatrixPrinter.java b/emelyanov_artem_lab_5/MatrixPrinter.java new file mode 100644 index 0000000..488f4fb --- /dev/null +++ b/emelyanov_artem_lab_5/MatrixPrinter.java @@ -0,0 +1,24 @@ +public class MatrixPrinter { + public static void printMatrix(int[][] matrix) { + for (int[] row : matrix) { + for (int element : row) { + System.out.printf("%6d ", element); // Форматируем для лучшей читаемости + } + System.out.println(); + } + } + + public static void printMatrix(int[][] matrix, int maxSize) { + int n = Math.min(matrix.length, maxSize); + for (int i = 0; i < n; i++) { + for (int j = 0; j < n; j++) { + System.out.printf("%6d ", matrix[i][j]); + } + System.out.println(); + } + + if (matrix.length > maxSize) { + System.out.println("..."); // Указываем, что матрица обрезана для отображения + } + } +} diff --git a/emelyanov_artem_lab_5/Readme.md b/emelyanov_artem_lab_5/Readme.md new file mode 100644 index 0000000..4d9707d --- /dev/null +++ b/emelyanov_artem_lab_5/Readme.md @@ -0,0 +1,17 @@ +# Перемножение матриц + +Данная работа посвящена реализации и сравнению последовательного и параллельного алгоритмов умножения квадратных матриц на языке Java. Целью является оценка производительности при использовании разного числа потоков. + +## Функциональность: +- Генерация матриц: Класс MatrixGenerator генерирует матрицы заданного размера с случайными значениями. +- Умножение матриц: Класс MatrixMultiplication реализует метод multiply, который в зависимости от числа потоков выполняет либо последовательное, либо параллельное умножение. +- Последовательное умножение выполняется с использованием одного потока. +- Параллельное умножение использует ExecutorService для распределения строк между потоками. +- Бенчмаркинг: Класс Benchmark измеряет время выполнения для матриц размером 100x100, 300x300, и 500x500 при использовании 1, 2, 4 и 8 потоков. +- Вывод результата: Класс MatrixPrinter позволяет выводить матрицы и результаты умножения в консоль, с возможностью ограничения отображаемых строк. +## Результаты: +В отчете отражены времена выполнения для каждого из подходов, что позволяет оценить, как число потоков влияет на скорость вычислений для 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.../emelyanov_artem_lab_5/MatrixGenerator.class | Bin 586 -> 0 bytes .../MatrixMultiplication.class | Bin 2247 -> 0 bytes .../emelyanov_artem_lab_5/MatrixPrinter.class | Bin 1207 -> 0 bytes 11 files changed, 47 deletions(-) delete mode 100644 emelyanov_artem_lab_5/out/production/emelyanov_artem_lab_5/.idea/.gitignore delete mode 100644 emelyanov_artem_lab_5/out/production/emelyanov_artem_lab_5/.idea/emelyanov_artem_lab_5.iml delete mode 100644 emelyanov_artem_lab_5/out/production/emelyanov_artem_lab_5/.idea/inspectionProfiles/Project_Default.xml delete mode 100644 emelyanov_artem_lab_5/out/production/emelyanov_artem_lab_5/.idea/misc.xml delete mode 100644 emelyanov_artem_lab_5/out/production/emelyanov_artem_lab_5/.idea/modules.xml delete mode 100644 emelyanov_artem_lab_5/out/production/emelyanov_artem_lab_5/.idea/vcs.xml delete mode 100644 emelyanov_artem_lab_5/out/production/emelyanov_artem_lab_5/Benchmark.class delete mode 100644 emelyanov_artem_lab_5/out/production/emelyanov_artem_lab_5/Main.class delete mode 100644 emelyanov_artem_lab_5/out/production/emelyanov_artem_lab_5/MatrixGenerator.class delete mode 100644 emelyanov_artem_lab_5/out/production/emelyanov_artem_lab_5/MatrixMultiplication.class delete mode 100644 emelyanov_artem_lab_5/out/production/emelyanov_artem_lab_5/MatrixPrinter.class diff --git a/emelyanov_artem_lab_5/out/production/emelyanov_artem_lab_5/.idea/.gitignore b/emelyanov_artem_lab_5/out/production/emelyanov_artem_lab_5/.idea/.gitignore deleted file mode 100644 index 13566b8..0000000 --- a/emelyanov_artem_lab_5/out/production/emelyanov_artem_lab_5/.idea/.gitignore +++ /dev/null @@ -1,8 +0,0 @@ -# Default ignored files -/shelf/ -/workspace.xml -# Editor-based HTTP Client requests -/httpRequests/ -# Datasource local storage ignored files -/dataSources/ -/dataSources.local.xml diff --git a/emelyanov_artem_lab_5/out/production/emelyanov_artem_lab_5/.idea/emelyanov_artem_lab_5.iml 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