Добавьте файлы проекта.

This commit is contained in:
margarita-krasnova 2024-12-30 20:43:54 +03:00
parent 10a65638be
commit 629ac45adb
4 changed files with 190 additions and 0 deletions

119
Matrix.cs Normal file
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using System;
using System.Collections.Generic;
using System.Linq;
using System.Text;
using System.Threading.Tasks;
using System.Diagnostics;
namespace rvip_5
{
public class Matrix
{
private readonly int[,] data;
public int Size { get; }
public Matrix(int size)
{
Size = size;
data = new int[size, size];
FillRandom();
}
public Matrix(int[,] data)
{
this.data = data;
Size = data.GetLength(0);
}
public int GetElement(int row, int col)
{
return data[row, col];
}
public void SetElement(int row, int col, int value)
{
data[row, col] = value;
}
private void FillRandom()
{
Random random = new Random();
for (int i = 0; i < Size; i++)
{
for (int j = 0; j < Size; j++)
{
data[i, j] = random.Next(10); // Случайные числа от 0 до 9
}
}
}
public Matrix MultiplySequential(Matrix other)
{
if (Size != other.Size)
{
throw new ArgumentException("Матрицы должны быть одинакового размера.");
}
int[,] resultData = new int[Size, Size];
for (int i = 0; i < Size; i++)
{
for (int j = 0; j < Size; j++)
{
for (int k = 0; k < Size; k++)
{
resultData[i, j] += data[i, k] * other.data[k, j];
}
}
}
return new Matrix(resultData);
}
public Matrix MultiplyParallel(Matrix other, int numThreads)
{
if (Size != other.Size)
{
throw new ArgumentException("Матрицы должны быть одинакового размера.");
}
int[,] resultData = new int[Size, Size];
Task[] tasks = new Task[numThreads];
int rowsPerThread = Size / numThreads;
for (int i = 0; i < numThreads; i++)
{
int startRow = i * rowsPerThread;
int endRow = (i == numThreads - 1) ? Size : (i + 1) * rowsPerThread;
tasks[i] = Task.Run(() =>
{
for (int row = startRow; row < endRow; row++)
{
for (int col = 0; col < Size; col++)
{
for (int k = 0; k < Size; k++)
{
resultData[row, col] += data[row, k] * other.data[k, col];
}
}
}
});
}
Task.WaitAll(tasks);
return new Matrix(resultData);
}
public override string ToString()
{
string result = "";
for (int i = 0; i < Size; i++)
{
for (int j = 0; j < Size; j++)
{
result += data[i, j] + " ";
}
result += "\n";
}
return result;
}
}
}

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Program.cs Normal file
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using rvip_5;
using System.Diagnostics;
using System;
using System.Collections.Generic;
public class Benchmark
{
public static void Main(string[] args)
{
int[] matrixSizes = { 100, 300, 500 };
int[] threadCounts = { 1, 2, 4, 8, 16 };
foreach (int size in matrixSizes)
{
Console.WriteLine($"Размер матрицы: {size}x{size}");
Matrix matrixA = new Matrix(size);
Matrix matrixB = new Matrix(size);
Console.WriteLine("Бенчмаркинг последовательного алгоритма...");
Stopwatch stopwatchSequential = Stopwatch.StartNew();
matrixA.MultiplySequential(matrixB);
stopwatchSequential.Stop();
Console.WriteLine($"Время выполнения последовательного алгоритма: {stopwatchSequential.ElapsedMilliseconds} мс");
Console.WriteLine("Бенчмаркинг параллельного алгоритма...");
foreach (int threads in threadCounts)
{
Stopwatch stopwatchParallel = Stopwatch.StartNew();
matrixA.MultiplyParallel(matrixB, threads);
stopwatchParallel.Stop();
Console.WriteLine($"Время выполнения параллельного алгоритма ({threads} потоков): {stopwatchParallel.ElapsedMilliseconds} мс");
}
Console.WriteLine("-----------------------------");
}
Console.ReadKey();
}
}

10
rvip_5.csproj Normal file
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<Project Sdk="Microsoft.NET.Sdk">
<PropertyGroup>
<OutputType>Exe</OutputType>
<TargetFramework>net6.0</TargetFramework>
<ImplicitUsings>enable</ImplicitUsings>
<Nullable>enable</Nullable>
</PropertyGroup>
</Project>

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rvip_5.sln Normal file
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Microsoft Visual Studio Solution File, Format Version 12.00
# Visual Studio Version 17
VisualStudioVersion = 17.7.34202.233
MinimumVisualStudioVersion = 10.0.40219.1
Project("{FAE04EC0-301F-11D3-BF4B-00C04F79EFBC}") = "rvip_5", "rvip_5.csproj", "{47D7D33F-69C9-4F82-81B8-A73DB26841A7}"
EndProject
Global
GlobalSection(SolutionConfigurationPlatforms) = preSolution
Debug|Any CPU = Debug|Any CPU
Release|Any CPU = Release|Any CPU
EndGlobalSection
GlobalSection(ProjectConfigurationPlatforms) = postSolution
{47D7D33F-69C9-4F82-81B8-A73DB26841A7}.Debug|Any CPU.ActiveCfg = Debug|Any CPU
{47D7D33F-69C9-4F82-81B8-A73DB26841A7}.Debug|Any CPU.Build.0 = Debug|Any CPU
{47D7D33F-69C9-4F82-81B8-A73DB26841A7}.Release|Any CPU.ActiveCfg = Release|Any CPU
{47D7D33F-69C9-4F82-81B8-A73DB26841A7}.Release|Any CPU.Build.0 = Release|Any CPU
EndGlobalSection
GlobalSection(SolutionProperties) = preSolution
HideSolutionNode = FALSE
EndGlobalSection
GlobalSection(ExtensibilityGlobals) = postSolution
SolutionGuid = {1475762B-0C48-49F1-AC87-AC748E6684DE}
EndGlobalSection
EndGlobal