commitLaba5

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# Отчет по лабораторной работе №5
Выполнил студентка гр. ИСЭбд-41 Лямзина М.А.
## Создание приложения
Выбрал язык C#, Windows Forms.
Попробуем запустить обычный и паралелльный алгоритмы на матрицах 10х10 и зафиксировать результат выполнения по времени.
![](picture/1.png)
![](picture/2.png)
В результате обычный алгоритм выполнился за 0.0004351 секунды, в то время как паралелльный выполнился за 0.0132985 секунды.
## Бенчмарки
Протестируем обычный и параллельный алгоритм матрицах 100х100, 300х300 и 500х500.
Сверху отображен результат обычного алгоритма, снизу паралелльного.
Матрицы 100х100
![](picture/3.png)
![](picture/4.png)
Матрицы 300х300
![](picture/5.png)
![](picture/6.png)
Матрицы 500х500
![](picture/7.png)
![](picture/8.png)
Вывод: Параллельный алгоритм работает быстрее только при наличии большого количества операций и данных. Если элементов не так много, то обычный алгоритм справляется быстрее. Также была обнаружено оптимальное количество потоков для лучшей работы обработки матриц 500х500 - 4 потока.

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namespace RVIP_Lab5
{
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;
}
}
}

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namespace RVIP_Lab5
{
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;
}
}
}
}
}

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using System.Drawing;
namespace RVIP_Lab5
{
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 string GetTextFromFile(string filePath)
{
string text = "";
using (StreamReader sr = new StreamReader(filePath))
{
text = sr.ReadToEnd();
}
return text;
}
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;
}
}
}

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namespace RVIP_Lab5
{
partial class Form1
{
/// <summary>
/// Required designer variable.
/// </summary>
private System.ComponentModel.IContainer components = null;
/// <summary>
/// Clean up any resources being used.
/// </summary>
/// <param name="disposing">true if managed resources should be disposed; otherwise, false.</param>
protected override void Dispose(bool disposing)
{
if (disposing && (components != null))
{
components.Dispose();
}
base.Dispose(disposing);
}
#region Windows Form Designer generated code
/// <summary>
/// Required method for Designer support - do not modify
/// the contents of this method with the code editor.
/// </summary>
private void InitializeComponent()
{
textBoxMatrix1 = new TextBox();
textBoxResult = new TextBox();
buttonAlg1 = new Button();
textBoxMatrix2 = new TextBox();
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();
label1 = new Label();
label2 = new Label();
((System.ComponentModel.ISupportInitialize)countStream).BeginInit();
((System.ComponentModel.ISupportInitialize)genCountRowCol).BeginInit();
SuspendLayout();
//
// textBoxMatrix1
//
textBoxMatrix1.BackColor = SystemColors.Menu;
textBoxMatrix1.Location = new Point(12, 82);
textBoxMatrix1.Margin = new Padding(3, 4, 3, 4);
textBoxMatrix1.Multiline = true;
textBoxMatrix1.Name = "textBoxMatrix1";
textBoxMatrix1.ScrollBars = ScrollBars.Vertical;
textBoxMatrix1.Size = new Size(428, 246);
textBoxMatrix1.TabIndex = 0;
//
// textBoxResult
//
textBoxResult.BackColor = SystemColors.Menu;
textBoxResult.Location = new Point(12, 333);
textBoxResult.Margin = new Padding(3, 4, 3, 4);
textBoxResult.Multiline = true;
textBoxResult.Name = "textBoxResult";
textBoxResult.ScrollBars = ScrollBars.Vertical;
textBoxResult.Size = new Size(860, 256);
textBoxResult.TabIndex = 1;
//
// buttonAlg1
//
buttonAlg1.BackColor = SystemColors.ActiveCaption;
buttonAlg1.Font = new Font("Segoe UI", 12F, FontStyle.Regular, GraphicsUnit.Point);
buttonAlg1.Location = new Point(928, 450);
buttonAlg1.Margin = new Padding(3, 4, 3, 4);
buttonAlg1.Name = "buttonAlg1";
buttonAlg1.Size = new Size(219, 70);
buttonAlg1.TabIndex = 2;
buttonAlg1.Text = "Обычный алгоритм";
buttonAlg1.UseVisualStyleBackColor = false;
buttonAlg1.Click += buttonAlg1_Click;
//
// textBoxMatrix2
//
textBoxMatrix2.BackColor = SystemColors.MenuBar;
textBoxMatrix2.Location = new Point(448, 82);
textBoxMatrix2.Margin = new Padding(3, 4, 3, 4);
textBoxMatrix2.Multiline = true;
textBoxMatrix2.Name = "textBoxMatrix2";
textBoxMatrix2.ScrollBars = ScrollBars.Vertical;
textBoxMatrix2.Size = new Size(424, 246);
textBoxMatrix2.TabIndex = 4;
//
// buttonAlg2
//
buttonAlg2.BackColor = SystemColors.ActiveCaption;
buttonAlg2.Font = new Font("Segoe UI", 12F, FontStyle.Regular, GraphicsUnit.Point);
buttonAlg2.Location = new Point(928, 376);
buttonAlg2.Margin = new Padding(3, 4, 3, 4);
buttonAlg2.Name = "buttonAlg2";
buttonAlg2.Size = new Size(219, 66);
buttonAlg2.TabIndex = 8;
buttonAlg2.Text = "Паралелльный алгоритм";
buttonAlg2.UseVisualStyleBackColor = false;
buttonAlg2.Click += buttonAlg2_Click;
//
// openFileDialog1
//
openFileDialog1.FileName = "openFileDialog1";
//
// label3
//
label3.AutoSize = true;
label3.Font = new Font("Times New Roman", 16.2F, FontStyle.Bold, GraphicsUnit.Point);
label3.Location = new Point(962, 151);
label3.Name = "label3";
label3.Size = new Size(138, 32);
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(928, 195);
labelResultTime.Name = "labelResultTime";
labelResultTime.Size = new Size(0, 37);
labelResultTime.TabIndex = 10;
//
// label4
//
label4.AutoSize = true;
label4.Location = new Point(919, 87);
label4.Name = "label4";
label4.Size = new Size(154, 20);
label4.TabIndex = 12;
label4.Text = "Количество потоков:";
//
// countStream
//
countStream.Location = new Point(1098, 80);
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.BackColor = SystemColors.ActiveCaption;
buttonGenerateMatrix1.Location = new Point(16, 34);
buttonGenerateMatrix1.Margin = new Padding(3, 4, 3, 4);
buttonGenerateMatrix1.Name = "buttonGenerateMatrix1";
buttonGenerateMatrix1.Size = new Size(424, 42);
buttonGenerateMatrix1.TabIndex = 14;
buttonGenerateMatrix1.Text = "Сгенерировать";
buttonGenerateMatrix1.UseVisualStyleBackColor = false;
buttonGenerateMatrix1.Click += buttonGenerateMatrix1_Click;
//
// buttonGenerateMatrix2
//
buttonGenerateMatrix2.BackColor = SystemColors.ActiveCaption;
buttonGenerateMatrix2.Location = new Point(448, 34);
buttonGenerateMatrix2.Margin = new Padding(3, 4, 3, 4);
buttonGenerateMatrix2.Name = "buttonGenerateMatrix2";
buttonGenerateMatrix2.Size = new Size(424, 42);
buttonGenerateMatrix2.TabIndex = 15;
buttonGenerateMatrix2.Text = "Сгенерировать";
buttonGenerateMatrix2.UseVisualStyleBackColor = false;
buttonGenerateMatrix2.Click += buttonGenerateMatrix2_Click;
//
// label5
//
label5.AutoSize = true;
label5.Location = new Point(879, 50);
label5.Name = "label5";
label5.Size = new Size(212, 20);
label5.TabIndex = 16;
label5.Text = "Размерность при генерации:";
//
// genCountRowCol
//
genCountRowCol.Location = new Point(1098, 43);
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.BackColor = SystemColors.ActiveCaption;
button1.Font = new Font("Segoe UI", 12F, FontStyle.Regular, GraphicsUnit.Point);
button1.Location = new Point(927, 303);
button1.Margin = new Padding(3, 4, 3, 4);
button1.Name = "button1";
button1.Size = new Size(219, 68);
button1.TabIndex = 22;
button1.Text = "Очистить матрицы";
button1.UseVisualStyleBackColor = false;
button1.Click += button1_Click;
//
// label1
//
label1.AutoSize = true;
label1.Font = new Font("Segoe UI", 9F, FontStyle.Bold, GraphicsUnit.Point);
label1.Location = new Point(178, 9);
label1.Name = "label1";
label1.Size = new Size(89, 20);
label1.TabIndex = 23;
label1.Text = "Матрица А";
//
// label2
//
label2.AutoSize = true;
label2.Font = new Font("Segoe UI", 9F, FontStyle.Bold, GraphicsUnit.Point);
label2.Location = new Point(615, 10);
label2.Name = "label2";
label2.Size = new Size(88, 20);
label2.TabIndex = 24;
label2.Text = "Матрица Б";
//
// Form1
//
AutoScaleDimensions = new SizeF(8F, 20F);
AutoScaleMode = AutoScaleMode.Font;
BackColor = SystemColors.GradientInactiveCaption;
ClientSize = new Size(1179, 595);
Controls.Add(label2);
Controls.Add(label1);
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(textBoxMatrix2);
Controls.Add(buttonAlg1);
Controls.Add(textBoxResult);
Controls.Add(textBoxMatrix1);
Margin = new Padding(3, 4, 3, 4);
Name = "Form1";
Text = "Перемножение матриц: Лямзина М.А.";
((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 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;
private Label label1;
private Label label2;
}
}

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using System.Diagnostics;
namespace RVIP_Lab5
{
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, "Îøèáêà", 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, "Îøèáêà", 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;
}
}
}

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<root>
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Microsoft ResX Schema
Version 2.0
The primary goals of this format is to allow a simple XML format
that is mostly human readable. The generation and parsing of the
various data types are done through the TypeConverter classes
associated with the data types.
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... ado.net/XML headers & schema ...
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<resheader name="reader">System.Resources.ResXResourceReader, System.Windows.Forms, ...</resheader>
<resheader name="writer">System.Resources.ResXResourceWriter, System.Windows.Forms, ...</resheader>
<data name="Name1"><value>this is my long string</value><comment>this is a comment</comment></data>
<data name="Color1" type="System.Drawing.Color, System.Drawing">Blue</data>
<data name="Bitmap1" mimetype="application/x-microsoft.net.object.binary.base64">
<value>[base64 mime encoded serialized .NET Framework object]</value>
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<value>[base64 mime encoded string representing a byte array form of the .NET Framework object]</value>
<comment>This is a comment</comment>
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There are any number of "resheader" rows that contain simple
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Each data row contains a name, and value. The row also contains a
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Classes that don't support this are serialized and stored with the
mimetype set.
The mimetype is used for serialized objects, and tells the
ResXResourceReader how to depersist the object. This is currently not
extensible. For a given mimetype the value must be set accordingly:
Note - application/x-microsoft.net.object.binary.base64 is the format
that the ResXResourceWriter will generate, however the reader can
read any of the formats listed below.
mimetype: application/x-microsoft.net.object.binary.base64
value : The object must be serialized with
: System.Runtime.Serialization.Formatters.Binary.BinaryFormatter
: and then encoded with base64 encoding.
mimetype: application/x-microsoft.net.object.soap.base64
value : The object must be serialized with
: System.Runtime.Serialization.Formatters.Soap.SoapFormatter
: and then encoded with base64 encoding.
mimetype: application/x-microsoft.net.object.bytearray.base64
value : The object must be serialized into a byte array
: using a System.ComponentModel.TypeConverter
: and then encoded with base64 encoding.
-->
<xsd:schema id="root" xmlns="" xmlns:xsd="http://www.w3.org/2001/XMLSchema" xmlns:msdata="urn:schemas-microsoft-com:xml-msdata">
<xsd:import namespace="http://www.w3.org/XML/1998/namespace" />
<xsd:element name="root" msdata:IsDataSet="true">
<xsd:complexType>
<xsd:choice maxOccurs="unbounded">
<xsd:element name="metadata">
<xsd:complexType>
<xsd:sequence>
<xsd:element name="value" type="xsd:string" minOccurs="0" />
</xsd:sequence>
<xsd:attribute name="name" use="required" type="xsd:string" />
<xsd:attribute name="type" type="xsd:string" />
<xsd:attribute name="mimetype" type="xsd:string" />
<xsd:attribute ref="xml:space" />
</xsd:complexType>
</xsd:element>
<xsd:element name="assembly">
<xsd:complexType>
<xsd:attribute name="alias" type="xsd:string" />
<xsd:attribute name="name" type="xsd:string" />
</xsd:complexType>
</xsd:element>
<xsd:element name="data">
<xsd:complexType>
<xsd:sequence>
<xsd:element name="value" type="xsd:string" minOccurs="0" msdata:Ordinal="1" />
<xsd:element name="comment" type="xsd:string" minOccurs="0" msdata:Ordinal="2" />
</xsd:sequence>
<xsd:attribute name="name" type="xsd:string" use="required" msdata:Ordinal="1" />
<xsd:attribute name="type" type="xsd:string" msdata:Ordinal="3" />
<xsd:attribute name="mimetype" type="xsd:string" msdata:Ordinal="4" />
<xsd:attribute ref="xml:space" />
</xsd:complexType>
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<xsd:element name="resheader">
<xsd:complexType>
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</resheader>
<resheader name="writer">
<value>System.Resources.ResXResourceWriter, System.Windows.Forms, Version=4.0.0.0, Culture=neutral, PublicKeyToken=b77a5c561934e089</value>
</resheader>
<metadata name="openFileDialog1.TrayLocation" type="System.Drawing.Point, System.Drawing, Version=4.0.0.0, Culture=neutral, PublicKeyToken=b03f5f7f11d50a3a">
<value>7, 19</value>
</metadata>
</root>

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namespace RVIP_Lab5
{
internal static class Program
{
/// <summary>
/// The main entry point for the application.
/// </summary>
[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());
}
}
}

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<Project Sdk="Microsoft.NET.Sdk">
<PropertyGroup>
<OutputType>WinExe</OutputType>
<TargetFramework>net6.0-windows</TargetFramework>
<Nullable>enable</Nullable>
<UseWindowsForms>true</UseWindowsForms>
<ImplicitUsings>enable</ImplicitUsings>
</PropertyGroup>
</Project>

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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}") = "RVIP_Lab5", "RVIP_Lab5.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

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