From 4a7abe77e39e87d2ed19ad0df5284fde6c2548ac Mon Sep 17 00:00:00 2001 From: Grenaderova_Anastasia Date: Mon, 18 Dec 2023 16:34:36 +0400 Subject: [PATCH] 5 laba --- .../lab_5/.vs/ProjectSettings.json | 3 + .../lab_5/.vs/VSWorkspaceState.json | 8 + ...bad8fcff-53b1-4caf-8d28-e5018eab10ce.vsidx | Bin 0 -> 64113 bytes .../grenaderova-aa/lab_5/.vs/lab_5/v17/.wsuo | Bin 0 -> 20480 bytes tasks/grenaderova-aa/lab_5/.vs/slnx.sqlite | Bin 0 -> 122880 bytes tasks/grenaderova-aa/lab_5/5LABA/.gitignore | 484 ++++++++++++++++++ tasks/grenaderova-aa/lab_5/5LABA/5LABA.csproj | 11 + tasks/grenaderova-aa/lab_5/5LABA/5LABA.sln | 25 + tasks/grenaderova-aa/lab_5/5LABA/Alg1.cs | 34 ++ tasks/grenaderova-aa/lab_5/5LABA/Alg2.cs | 50 ++ .../grenaderova-aa/lab_5/5LABA/Controller.cs | 65 +++ .../lab_5/5LABA/Form1.Designer.cs | 263 ++++++++++ tasks/grenaderova-aa/lab_5/5LABA/Form1.cs | 81 +++ tasks/grenaderova-aa/lab_5/5LABA/Form1.resx | 126 +++++ tasks/grenaderova-aa/lab_5/5LABA/Program.cs | 17 + 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tasks/grenaderova-aa/lab_5/5LABA/Alg2.cs create mode 100644 tasks/grenaderova-aa/lab_5/5LABA/Controller.cs create mode 100644 tasks/grenaderova-aa/lab_5/5LABA/Form1.Designer.cs create mode 100644 tasks/grenaderova-aa/lab_5/5LABA/Form1.cs create mode 100644 tasks/grenaderova-aa/lab_5/5LABA/Form1.resx create mode 100644 tasks/grenaderova-aa/lab_5/5LABA/Program.cs create mode 100644 tasks/grenaderova-aa/lab_5/README.md create mode 100644 tasks/grenaderova-aa/lab_5/screens/1.png create mode 100644 tasks/grenaderova-aa/lab_5/screens/2.png create mode 100644 tasks/grenaderova-aa/lab_5/screens/3.png create mode 100644 tasks/grenaderova-aa/lab_5/screens/4.png diff --git a/tasks/grenaderova-aa/lab_5/.vs/ProjectSettings.json b/tasks/grenaderova-aa/lab_5/.vs/ProjectSettings.json new file mode 100644 index 0000000..f8b4888 --- /dev/null +++ b/tasks/grenaderova-aa/lab_5/.vs/ProjectSettings.json @@ -0,0 +1,3 @@ +{ + "CurrentProjectSetting": null +} \ No newline at end of file diff --git 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/dev/null +++ b/tasks/grenaderova-aa/lab_5/5LABA/5LABA.sln @@ -0,0 +1,25 @@ + +Microsoft Visual Studio Solution File, Format Version 12.00 +# Visual Studio Version 17 +VisualStudioVersion = 17.3.32811.315 +MinimumVisualStudioVersion = 10.0.40219.1 +Project("{FAE04EC0-301F-11D3-BF4B-00C04F79EFBC}") = "5LABA", "5LABA.csproj", "{1DB0461C-8F6E-4BE5-B697-09C4F10570BF}" +EndProject +Global + GlobalSection(SolutionConfigurationPlatforms) = preSolution + Debug|Any CPU = Debug|Any CPU + Release|Any CPU = Release|Any CPU + EndGlobalSection + GlobalSection(ProjectConfigurationPlatforms) = postSolution + {1DB0461C-8F6E-4BE5-B697-09C4F10570BF}.Debug|Any CPU.ActiveCfg = Debug|Any CPU + {1DB0461C-8F6E-4BE5-B697-09C4F10570BF}.Debug|Any CPU.Build.0 = Debug|Any CPU + {1DB0461C-8F6E-4BE5-B697-09C4F10570BF}.Release|Any CPU.ActiveCfg = Release|Any CPU + {1DB0461C-8F6E-4BE5-B697-09C4F10570BF}.Release|Any CPU.Build.0 = Release|Any CPU + EndGlobalSection + GlobalSection(SolutionProperties) = preSolution + HideSolutionNode = FALSE + EndGlobalSection + GlobalSection(ExtensibilityGlobals) = postSolution + SolutionGuid = {7B6008C5-2210-4BAA-B61A-F6C7D82930FA} + EndGlobalSection +EndGlobal diff --git a/tasks/grenaderova-aa/lab_5/5LABA/Alg1.cs b/tasks/grenaderova-aa/lab_5/5LABA/Alg1.cs new file mode 100644 index 0000000..1d86050 --- /dev/null +++ b/tasks/grenaderova-aa/lab_5/5LABA/Alg1.cs @@ -0,0 +1,34 @@ +namespace 5LABA +{ + public class Alg1 + { + static int[,] MultiplyMatrices(int[,] matrix1, int[,] matrix2) + { + int rows1 = matrix1.GetLength(0); + int cols1 = matrix1.GetLength(1); + int cols2 = matrix2.GetLength(1); + + int[,] result = new int[rows1, cols2]; + + for (int i = 0; i < rows1; i++) + { + for (int j = 0; j < cols2; j++) + { + for (int k = 0; k < cols1; k++) + { + result[i, j] += matrix1[i, k] * matrix2[k, j]; + } + } + } + + return result; + } + + public int[,] Begin(int[,] matrix1, int[,] matrix2) + { + int[,] result = MultiplyMatrices(matrix1, matrix2); + + return result; + } + } +} diff --git a/tasks/grenaderova-aa/lab_5/5LABA/Alg2.cs b/tasks/grenaderova-aa/lab_5/5LABA/Alg2.cs new file mode 100644 index 0000000..f65ccf8 --- /dev/null +++ b/tasks/grenaderova-aa/lab_5/5LABA/Alg2.cs @@ -0,0 +1,50 @@ +namespace 5LABA +{ + public class Alg2 + { + public int[,] Begin(int[,] matrix1, int[,] matrix2, int numThreads) + { + int rowsA = matrix1.GetLength(0); + int columnsA = matrix1.GetLength(1); + int rowsB = matrix2.GetLength(0); + int columnsB = matrix2.GetLength(1); + + int[,] resultMatrix = new int[rowsA, columnsB]; + + int rowsPerThread = rowsA / numThreads; + + Thread[] threads = new Thread[numThreads]; + + for (int i = 0; i < numThreads; i++) + { + int startRow = i * rowsPerThread; + int endRow = (i == numThreads - 1) ? rowsA : startRow + rowsPerThread; + threads[i] = new Thread(() => MultiplyRows(startRow, endRow, matrix1, matrix2, resultMatrix)); + threads[i].Start(); + } + + foreach (Thread thread in threads) + { + thread.Join(); + } + + return resultMatrix; + } + + static void MultiplyRows(int startRow, int endRow, int[,] matrixA, int[,] matrixB, int[,] resultMatrix) + { + for (int i = startRow; i < endRow; i++) + { + for (int j = 0; j < matrixB.GetLength(1); j++) + { + int sum = 0; + for (int k = 0; k < matrixA.GetLength(1); k++) + { + sum += matrixA[i, k] * matrixB[k, j]; + } + resultMatrix[i, j] = sum; + } + } + } + } +} diff --git a/tasks/grenaderova-aa/lab_5/5LABA/Controller.cs b/tasks/grenaderova-aa/lab_5/5LABA/Controller.cs new file mode 100644 index 0000000..86adef6 --- /dev/null +++ b/tasks/grenaderova-aa/lab_5/5LABA/Controller.cs @@ -0,0 +1,65 @@ +using System.Drawing; + +namespace 5LABA +{ + public class Controller + { + public string PrintResultMatrix(int[,] result) + { + string resultString = ""; + + for (int i = 0; i < result.GetLength(0); i++) + { + for (int j = 0; j < result.GetLength(1); j++) + { + resultString += result[i, j]; + if (j != result.GetLength(1) - 1) + { + resultString += " "; + } + } + resultString += Environment.NewLine; + } + + return resultString; + } + + public int[,] GetMatrixFromTextbox(string inputText) + { + string[] lines = inputText.Split(Environment.NewLine); + + int numRows = lines.Length; + int numCol = lines[0].Split(' ').Length; + + int[,] matrix = new int[numRows, numCol]; + + for (int i = 0; i < numRows; i++) + { + string[] elements = lines[i].Split(' '); + + for (int j = 0; j < numCol; j++) + { + matrix[i, j] = int.Parse(elements[j]); + } + } + return matrix; + } + + public int[,] GenerateNewMatrix(int count) + { + Random random = new Random(); + + int[,] matrix = new int[count, count]; + + for (int i = 0; i < count; i++) + { + for (int j = 0; j < count; j++) + { + matrix[i, j] = random.Next(1, 26); + } + } + + return matrix; + } + } +} diff --git a/tasks/grenaderova-aa/lab_5/5LABA/Form1.Designer.cs b/tasks/grenaderova-aa/lab_5/5LABA/Form1.Designer.cs new file mode 100644 index 0000000..0d27662 --- /dev/null +++ b/tasks/grenaderova-aa/lab_5/5LABA/Form1.Designer.cs @@ -0,0 +1,263 @@ +namespace 5LABA +{ + partial class Form1 + { + /// + /// Required designer variable. + /// + private System.ComponentModel.IContainer components = null; + + /// + /// Clean up any resources being used. + /// + /// true if managed resources should be disposed; otherwise, false. + protected override void Dispose(bool disposing) + { + if (disposing && (components != null)) + { + components.Dispose(); + } + base.Dispose(disposing); + } + + #region Windows Form Designer generated code + + /// + /// Required method for Designer support - do not modify + /// the contents of this method with the code editor. + /// + private void InitializeComponent() + { + textBoxMatrix1 = new TextBox(); + textBoxResult = new TextBox(); + buttonAlg1 = new Button(); + textBoxMatrix2 = new TextBox(); + label2 = new Label(); + buttonAlg2 = new Button(); + openFileDialog1 = new OpenFileDialog(); + label3 = new Label(); + labelResultTime = new Label(); + label4 = new Label(); + countStream = new NumericUpDown(); + buttonGenerateMatrix1 = new Button(); + buttonGenerateMatrix2 = new Button(); + label5 = new Label(); + genCountRowCol = new NumericUpDown(); + button1 = new Button(); + ((System.ComponentModel.ISupportInitialize)countStream).BeginInit(); + ((System.ComponentModel.ISupportInitialize)genCountRowCol).BeginInit(); + SuspendLayout(); + // + // textBoxMatrix1 + // + textBoxMatrix1.Location = new Point(14, 67); + textBoxMatrix1.Margin = new Padding(3, 4, 3, 4); + textBoxMatrix1.Multiline = true; + textBoxMatrix1.Name = "textBoxMatrix1"; + textBoxMatrix1.Size = new Size(294, 319); + textBoxMatrix1.TabIndex = 0; + // + // textBoxResult + // + textBoxResult.Location = new Point(683, 67); + textBoxResult.Margin = new Padding(3, 4, 3, 4); + textBoxResult.Multiline = true; + textBoxResult.Name = "textBoxResult"; + textBoxResult.Size = new Size(686, 449); + textBoxResult.TabIndex = 1; + // + // buttonAlg1 + // + buttonAlg1.Font = new Font("Segoe UI", 12F, FontStyle.Regular, GraphicsUnit.Point); + buttonAlg1.Location = new Point(205, 521); + buttonAlg1.Margin = new Padding(3, 4, 3, 4); + buttonAlg1.Name = "buttonAlg1"; + buttonAlg1.Size = new Size(163, 61); + buttonAlg1.TabIndex = 2; + buttonAlg1.Text = "Алгоритм 1"; + buttonAlg1.UseVisualStyleBackColor = true; + buttonAlg1.Click += buttonAlg1_Click; + // + // textBoxMatrix2 + // + textBoxMatrix2.Location = new Point(333, 67); + textBoxMatrix2.Margin = new Padding(3, 4, 3, 4); + textBoxMatrix2.Multiline = true; + textBoxMatrix2.Name = "textBoxMatrix2"; + textBoxMatrix2.Size = new Size(294, 319); + textBoxMatrix2.TabIndex = 4; + // + // label2 + // + label2.AutoSize = true; + label2.BackColor = Color.Transparent; + label2.Font = new Font("Segoe UI", 18F, FontStyle.Regular, GraphicsUnit.Point); + label2.Location = new Point(746, 18); + label2.Name = "label2"; + label2.Size = new Size(367, 41); + label2.TabIndex = 5; + label2.Text = "Результат перемножения"; + // + // buttonAlg2 + // + buttonAlg2.Font = new Font("Segoe UI", 12F, FontStyle.Regular, GraphicsUnit.Point); + buttonAlg2.Location = new Point(374, 521); + buttonAlg2.Margin = new Padding(3, 4, 3, 4); + buttonAlg2.Name = "buttonAlg2"; + buttonAlg2.Size = new Size(279, 61); + buttonAlg2.TabIndex = 8; + buttonAlg2.Text = "Алгоритм 2 (параллельный)"; + buttonAlg2.UseVisualStyleBackColor = true; + buttonAlg2.Click += buttonAlg2_Click; + // + // openFileDialog1 + // + openFileDialog1.FileName = "openFileDialog1"; + // + // label3 + // + label3.AutoSize = true; + label3.Font = new Font("Segoe UI", 15.75F, FontStyle.Regular, GraphicsUnit.Point); + label3.Location = new Point(12, 416); + label3.Name = "label3"; + label3.Size = new Size(141, 37); + label3.TabIndex = 9; + label3.Text = "Результат:"; + // + // labelResultTime + // + labelResultTime.AutoSize = true; + labelResultTime.Font = new Font("Segoe UI", 15.75F, FontStyle.Regular, GraphicsUnit.Point); + labelResultTime.Location = new Point(130, 453); + labelResultTime.Name = "labelResultTime"; + labelResultTime.Size = new Size(0, 37); + labelResultTime.TabIndex = 10; + // + // label4 + // + label4.AutoSize = true; + label4.Font = new Font("Segoe UI", 13.8F, FontStyle.Regular, GraphicsUnit.Point); + label4.Location = new Point(683, 551); + label4.Name = "label4"; + label4.Size = new Size(230, 31); + label4.TabIndex = 12; + label4.Text = "Количество потоков:"; + // + // countStream + // + countStream.Location = new Point(919, 555); + countStream.Margin = new Padding(3, 4, 3, 4); + countStream.Maximum = new decimal(new int[] { 10, 0, 0, 0 }); + countStream.Minimum = new decimal(new int[] { 1, 0, 0, 0 }); + countStream.Name = "countStream"; + countStream.Size = new Size(75, 27); + countStream.TabIndex = 13; + countStream.Value = new decimal(new int[] { 4, 0, 0, 0 }); + // + // buttonGenerateMatrix1 + // + buttonGenerateMatrix1.Font = new Font("Segoe UI", 10.2F, FontStyle.Bold, GraphicsUnit.Point); + buttonGenerateMatrix1.Location = new Point(15, 16); + buttonGenerateMatrix1.Margin = new Padding(3, 4, 3, 4); + buttonGenerateMatrix1.Name = "buttonGenerateMatrix1"; + buttonGenerateMatrix1.Size = new Size(294, 43); + buttonGenerateMatrix1.TabIndex = 14; + buttonGenerateMatrix1.Text = "Сгенерировать 1 матрицу"; + buttonGenerateMatrix1.UseVisualStyleBackColor = true; + buttonGenerateMatrix1.Click += buttonGenerateMatrix1_Click; + // + // buttonGenerateMatrix2 + // + buttonGenerateMatrix2.Font = new Font("Segoe UI", 10.2F, FontStyle.Bold, GraphicsUnit.Point); + buttonGenerateMatrix2.Location = new Point(334, 16); + buttonGenerateMatrix2.Margin = new Padding(3, 4, 3, 4); + buttonGenerateMatrix2.Name = "buttonGenerateMatrix2"; + buttonGenerateMatrix2.Size = new Size(294, 43); + buttonGenerateMatrix2.TabIndex = 15; + buttonGenerateMatrix2.Text = "Сгенерировать 2 матрицу"; + buttonGenerateMatrix2.UseVisualStyleBackColor = true; + buttonGenerateMatrix2.Click += buttonGenerateMatrix2_Click; + // + // label5 + // + label5.AutoSize = true; + label5.Font = new Font("Segoe UI", 13.8F, FontStyle.Regular, GraphicsUnit.Point); + label5.Location = new Point(683, 520); + label5.Name = "label5"; + label5.Size = new Size(402, 31); + label5.TabIndex = 16; + label5.Text = "Размерность матриц при генерации:"; + // + // genCountRowCol + // + genCountRowCol.Location = new Point(1091, 524); + genCountRowCol.Margin = new Padding(3, 4, 3, 4); + genCountRowCol.Maximum = new decimal(new int[] { 1000, 0, 0, 0 }); + genCountRowCol.Minimum = new decimal(new int[] { 2, 0, 0, 0 }); + genCountRowCol.Name = "genCountRowCol"; + genCountRowCol.Size = new Size(75, 27); + genCountRowCol.TabIndex = 17; + genCountRowCol.Value = new decimal(new int[] { 10, 0, 0, 0 }); + // + // button1 + // + button1.Font = new Font("Segoe UI", 12F, FontStyle.Regular, GraphicsUnit.Point); + button1.Location = new Point(12, 521); + button1.Margin = new Padding(3, 4, 3, 4); + button1.Name = "button1"; + button1.Size = new Size(187, 61); + button1.TabIndex = 22; + button1.Text = "Очистить поля"; + button1.UseVisualStyleBackColor = true; + button1.Click += button1_Click; + // + // Form1 + // + AutoScaleDimensions = new SizeF(8F, 20F); + AutoScaleMode = AutoScaleMode.Font; + BackColor = SystemColors.ActiveCaption; + ClientSize = new Size(1381, 595); + Controls.Add(button1); + Controls.Add(genCountRowCol); + Controls.Add(label5); + Controls.Add(buttonGenerateMatrix2); + Controls.Add(buttonGenerateMatrix1); + Controls.Add(countStream); + Controls.Add(label4); + Controls.Add(labelResultTime); + Controls.Add(label3); + Controls.Add(buttonAlg2); + Controls.Add(label2); + Controls.Add(textBoxMatrix2); + Controls.Add(buttonAlg1); + Controls.Add(textBoxResult); + Controls.Add(textBoxMatrix1); + Margin = new Padding(3, 4, 3, 4); + Name = "Form1"; + Text = "Перемножение матриц"; + ((System.ComponentModel.ISupportInitialize)countStream).EndInit(); + ((System.ComponentModel.ISupportInitialize)genCountRowCol).EndInit(); + ResumeLayout(false); + PerformLayout(); + } + + #endregion + + private TextBox textBoxMatrix1; + private TextBox textBoxResult; + private Button buttonAlg1; + private TextBox textBoxMatrix2; + private Label label2; + private Button buttonAlg2; + private OpenFileDialog openFileDialog1; + private Label label3; + private Label labelResultTime; + private Label label4; + private NumericUpDown countStream; + private Button buttonGenerateMatrix1; + private Button buttonGenerateMatrix2; + private Label label5; + private NumericUpDown genCountRowCol; + private Button button1; + } +} \ No newline at end of file diff --git a/tasks/grenaderova-aa/lab_5/5LABA/Form1.cs b/tasks/grenaderova-aa/lab_5/5LABA/Form1.cs new file mode 100644 index 0000000..ce0d895 --- /dev/null +++ b/tasks/grenaderova-aa/lab_5/5LABA/Form1.cs @@ -0,0 +1,81 @@ +using System.Diagnostics; + +namespace 5LABA +{ + public partial class Form1 : Form + { + public Controller service; + public Alg1 Alg1; + public Alg2 Alg2; + public Stopwatch stopwatch; + public int[,] matrixA; + public int[,] matrixB; + + public Form1() + { + InitializeComponent(); + this.service = new Controller(); + this.Alg1 = new Alg1(); + this.Alg2 = new Alg2(); + this.stopwatch = new Stopwatch(); + } + + private void buttonAlg1_Click(object sender, EventArgs e) + { + try + { + stopwatch.Start(); + int[,] matrixResult = Alg1.Begin(matrixA, matrixB); + stopwatch.Stop(); + + labelResultTime.Text = "" + stopwatch.Elapsed; + textBoxResult.Text = service.PrintResultMatrix(matrixResult); + } + catch (Exception ex) + { + MessageBox.Show(ex.Message, "Ошибка", MessageBoxButtons.OK, MessageBoxIcon.Error); + } + stopwatch.Reset(); + } + + private void buttonAlg2_Click(object sender, EventArgs e) + { + try + { + stopwatch.Start(); + int[,] matrixResult = Alg2.Begin(matrixA, matrixB, (int)countStream.Value); + stopwatch.Stop(); + + labelResultTime.Text = "" + stopwatch.Elapsed; + textBoxResult.Text = service.PrintResultMatrix(matrixResult); + } + catch (Exception ex) + { + MessageBox.Show(ex.Message, "Ошибка", MessageBoxButtons.OK, MessageBoxIcon.Error); + } + stopwatch.Reset(); + } + + private void buttonGenerateMatrix1_Click(object sender, EventArgs e) + { + matrixA = service.GenerateNewMatrix((int)genCountRowCol.Value); + textBoxMatrix1.Text = service.PrintResultMatrix(matrixA); + } + + private void buttonGenerateMatrix2_Click(object sender, EventArgs e) + { + matrixB = service.GenerateNewMatrix((int)genCountRowCol.Value); + textBoxMatrix2.Text = service.PrintResultMatrix(matrixB); + } + + private void button1_Click(object sender, EventArgs e) + { + textBoxMatrix1.Text = ""; + textBoxMatrix2.Text = ""; + textBoxResult.Text = ""; + matrixA = null; + matrixB = null; + + } + } +} \ No newline at end of file diff --git a/tasks/grenaderova-aa/lab_5/5LABA/Form1.resx b/tasks/grenaderova-aa/lab_5/5LABA/Form1.resx new file mode 100644 index 0000000..ded68cb --- /dev/null +++ b/tasks/grenaderova-aa/lab_5/5LABA/Form1.resx @@ -0,0 +1,126 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + text/microsoft-resx + + + 2.0 + + + System.Resources.ResXResourceReader, System.Windows.Forms, Version=4.0.0.0, Culture=neutral, PublicKeyToken=b77a5c561934e089 + + + System.Resources.ResXResourceWriter, System.Windows.Forms, Version=4.0.0.0, Culture=neutral, PublicKeyToken=b77a5c561934e089 + + + 7, 19 + + + 44 + + \ No newline at end of file diff --git a/tasks/grenaderova-aa/lab_5/5LABA/Program.cs b/tasks/grenaderova-aa/lab_5/5LABA/Program.cs new file mode 100644 index 0000000..85b031f --- /dev/null +++ b/tasks/grenaderova-aa/lab_5/5LABA/Program.cs @@ -0,0 +1,17 @@ +namespace 5LABA +{ + internal static class Program + { + /// + /// The main entry point for the application. + /// + [STAThread] + static void Main() + { + // To customize application configuration such as set high DPI settings or default font, + // see https://aka.ms/applicationconfiguration. + ApplicationConfiguration.Initialize(); + Application.Run(new Form1()); + } + } +} \ No newline at end of file diff --git a/tasks/grenaderova-aa/lab_5/README.md b/tasks/grenaderova-aa/lab_5/README.md new file mode 100644 index 0000000..7934b91 --- /dev/null +++ b/tasks/grenaderova-aa/lab_5/README.md @@ -0,0 +1,37 @@ +# Отчет по лабораторной работе №5 + +Выполнила студентка гр. ИСЭбд-41 Гренадерова А.А. + +## Создание приложения + +Выбрала язык C#, Windows Forms. + +Приложение имеет три текстовых поля, в которых можно через пробел вносить элементы матрицы. +В матрицы-множители значения можно сгенерировать внутри программы. +Размерность можно регулировать в специальном поле. +При необходимости можно очистить все матрицы. +Количество потоков в параллельном алгоритме регулируется в соответствующем поле. + +Попробуем запустить обычный и паралелльный алгоритмы на матрицах 5 на 5 и зафиксировать результат выполнения по времени. + +![](screens/1.png) + +В результате обычный алгоритм выполнился за 0,0003346 секунды, в то время как паралелльный выполнился за 0,0103869 секунды. + +## Бенчмарки + +Протестируем обычный и параллельный алгоритм матрицах 100х100, 300х300 и 500х500. + +Матрицы 100х100 + +![](screens/2.png) + +Матрицы 300х300 + +![](screens/3.png) + +Матрицы 500х500 + +![](screens/4.png) + +Вывод: Параллельный алгоритм работает быстрее только при наличии большого количества операций и данных. 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