diff --git a/tasks/ostrovskaya-sf/lab_5/README.md b/tasks/ostrovskaya-sf/lab_5/README.md new file mode 100644 index 0000000..0eff6d1 --- /dev/null +++ b/tasks/ostrovskaya-sf/lab_5/README.md @@ -0,0 +1,73 @@ +# Отчет по лабораторной работе №5 + +Выполнила студентка гр. ИСЭбд-41 Островская С.Ф. + +## Создание приложения + +Было выбрано консольное приложение, язык программирования - c#. + +Обычный алгоритм: + +```cs +static int[][] MultiplyMatrix(int[][] matrix1, int[][] matrix2) +{ + int rows = matrix1.Length; + int columns = matrix2[0].Length; + int[][] result = new int[rows][]; + for (int i = 0; i < rows; i++) + { + result[i] = new int[columns]; + for (int j = 0; j < columns; j++) + { + result[i][j] = 0; + for (int k = 0; k < matrix1[i].Length; k++) + { + result[i][j] += matrix1[i][k] * matrix2[k][j]; + } + } + } + return result; +} +``` +Параллельный алгоритм: + +```cs +static int[][] MultiplyMatrixParallel(int[][] matrix1, int[][] matrix2, int numThreads) +{ + int rows = matrix1.Length; + int columns = matrix2[0].Length; + int[][] result = new int[rows][]; + + + Parallel.For(0, rows, new ParallelOptions { MaxDegreeOfParallelism = numThreads }, i => + { + result[i] = new int[columns]; + for (int j = 0; j < columns; j++) + { + result[i][j] = 0; + Parallel.For(0, matrix1[i].Length, k => + { + result[i][j] += matrix1[i][k] * matrix2[k][j]; + }); + } + }); + return result; +} +``` + +![](pic/pic1.jpg) +![](pic/pic2.jpg) + +В результате обычный алгоритм выполнился за ``0,0002112`` секунды, а паралелльный за ``0,0064956`` секунды. + +## Бенчмарки + +Протестируем обычный и параллельный алгоритмы на матрицах различных размеров: 100х100, 300х300 и 500х500. + +Количество потоков: ``4`` +![](pic/pic3.jpg) + +Количество потоков: ``12`` +![](pic/pic4.jpg) + +``Вывод``: Обыный алгоритм работает быстрее, если количество элементов не слишком много. Параллельный же алгоритм работает быстрее только при наличии большого количества операций и данных. Оптимальное количество потоков для эффективной работы - 12. \ No newline at end of file diff --git a/tasks/ostrovskaya-sf/lab_5/lab_5_matrix/.vs/ProjectEvaluation/lab_5_matrix.metadata.v7.bin b/tasks/ostrovskaya-sf/lab_5/lab_5_matrix/.vs/ProjectEvaluation/lab_5_matrix.metadata.v7.bin new file mode 100644 index 0000000..f795507 Binary files /dev/null and b/tasks/ostrovskaya-sf/lab_5/lab_5_matrix/.vs/ProjectEvaluation/lab_5_matrix.metadata.v7.bin differ diff --git a/tasks/ostrovskaya-sf/lab_5/lab_5_matrix/.vs/ProjectEvaluation/lab_5_matrix.projects.v7.bin b/tasks/ostrovskaya-sf/lab_5/lab_5_matrix/.vs/ProjectEvaluation/lab_5_matrix.projects.v7.bin new file mode 100644 index 0000000..35a3ef7 Binary files /dev/null and b/tasks/ostrovskaya-sf/lab_5/lab_5_matrix/.vs/ProjectEvaluation/lab_5_matrix.projects.v7.bin differ diff --git a/tasks/ostrovskaya-sf/lab_5/lab_5_matrix/.vs/lab_5_matrix/DesignTimeBuild/.dtbcache.v2 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b/tasks/ostrovskaya-sf/lab_5/lab_5_matrix/.vs/lab_5_matrix/v17/.futdcache.v2 differ diff --git a/tasks/ostrovskaya-sf/lab_5/lab_5_matrix/.vs/lab_5_matrix/v17/.suo b/tasks/ostrovskaya-sf/lab_5/lab_5_matrix/.vs/lab_5_matrix/v17/.suo new file mode 100644 index 0000000..c1b4941 Binary files /dev/null and b/tasks/ostrovskaya-sf/lab_5/lab_5_matrix/.vs/lab_5_matrix/v17/.suo differ diff --git a/tasks/ostrovskaya-sf/lab_5/lab_5_matrix/lab_5_matrix.sln b/tasks/ostrovskaya-sf/lab_5/lab_5_matrix/lab_5_matrix.sln new file mode 100644 index 0000000..27d04a3 --- /dev/null +++ b/tasks/ostrovskaya-sf/lab_5/lab_5_matrix/lab_5_matrix.sln @@ -0,0 +1,25 @@ + +Microsoft Visual Studio Solution File, Format Version 12.00 +# Visual Studio Version 17 +VisualStudioVersion = 17.8.34330.188 +MinimumVisualStudioVersion = 10.0.40219.1 +Project("{FAE04EC0-301F-11D3-BF4B-00C04F79EFBC}") = "lab_5_matrix", "lab_5_matrix\lab_5_matrix.csproj", "{A71D963B-1625-458C-A90F-5DB95C03B17C}" +EndProject +Global + GlobalSection(SolutionConfigurationPlatforms) = preSolution + Debug|Any CPU = Debug|Any CPU + Release|Any CPU = Release|Any CPU + EndGlobalSection + GlobalSection(ProjectConfigurationPlatforms) = postSolution + {A71D963B-1625-458C-A90F-5DB95C03B17C}.Debug|Any CPU.ActiveCfg = Debug|Any CPU + {A71D963B-1625-458C-A90F-5DB95C03B17C}.Debug|Any CPU.Build.0 = Debug|Any CPU + {A71D963B-1625-458C-A90F-5DB95C03B17C}.Release|Any CPU.ActiveCfg = Release|Any CPU + {A71D963B-1625-458C-A90F-5DB95C03B17C}.Release|Any CPU.Build.0 = Release|Any CPU + EndGlobalSection + GlobalSection(SolutionProperties) = preSolution + HideSolutionNode = FALSE + EndGlobalSection + GlobalSection(ExtensibilityGlobals) = postSolution + SolutionGuid = {1A186ABB-2B32-4398-9A58-04ED799B0B80} + EndGlobalSection +EndGlobal diff --git a/tasks/ostrovskaya-sf/lab_5/lab_5_matrix/lab_5_matrix/.gitignore b/tasks/ostrovskaya-sf/lab_5/lab_5_matrix/lab_5_matrix/.gitignore new file mode 100644 index 0000000..104b544 --- /dev/null +++ b/tasks/ostrovskaya-sf/lab_5/lab_5_matrix/lab_5_matrix/.gitignore @@ -0,0 +1,484 @@ +## Ignore Visual Studio temporary files, build results, and +## files generated by popular Visual Studio add-ons. +## +## Get latest from `dotnet new gitignore` + +# dotenv files +.env + +# User-specific files +*.rsuser +*.suo +*.user +*.userosscache +*.sln.docstates + +# User-specific files (MonoDevelop/Xamarin Studio) +*.userprefs + +# Mono auto generated files +mono_crash.* + +# Build results +[Dd]ebug/ +[Dd]ebugPublic/ +[Rr]elease/ +[Rr]eleases/ +x64/ +x86/ +[Ww][Ii][Nn]32/ +[Aa][Rr][Mm]/ +[Aa][Rr][Mm]64/ +bld/ +[Bb]in/ +[Oo]bj/ +[Ll]og/ +[Ll]ogs/ + +# Visual Studio 2015/2017 cache/options directory +.vs/ +# Uncomment if you have tasks that create the project's static files in wwwroot +#wwwroot/ + +# Visual Studio 2017 auto generated files +Generated\ Files/ + +# MSTest test Results +[Tt]est[Rr]esult*/ +[Bb]uild[Ll]og.* + +# NUnit +*.VisualState.xml +TestResult.xml +nunit-*.xml + +# Build Results of an ATL Project +[Dd]ebugPS/ +[Rr]eleasePS/ +dlldata.c + +# Benchmark Results +BenchmarkDotNet.Artifacts/ + +# .NET +project.lock.json +project.fragment.lock.json +artifacts/ + +# Tye +.tye/ + +# ASP.NET Scaffolding +ScaffoldingReadMe.txt + +# StyleCop +StyleCopReport.xml + +# Files built by Visual Studio +*_i.c +*_p.c +*_h.h +*.ilk +*.meta +*.obj +*.iobj +*.pch +*.pdb +*.ipdb +*.pgc +*.pgd +*.rsp +*.sbr +*.tlb +*.tli +*.tlh +*.tmp +*.tmp_proj +*_wpftmp.csproj +*.log +*.tlog +*.vspscc +*.vssscc +.builds +*.pidb +*.svclog +*.scc + +# Chutzpah Test files +_Chutzpah* + +# Visual C++ cache files +ipch/ +*.aps +*.ncb +*.opendb +*.opensdf +*.sdf +*.cachefile +*.VC.db +*.VC.VC.opendb + +# Visual Studio profiler +*.psess +*.vsp +*.vspx +*.sap + +# Visual Studio Trace Files +*.e2e + +# TFS 2012 Local Workspace +$tf/ + +# Guidance Automation Toolkit +*.gpState + +# ReSharper is a .NET coding add-in +_ReSharper*/ +*.[Rr]e[Ss]harper +*.DotSettings.user + +# TeamCity is a build add-in +_TeamCity* + +# DotCover is a Code Coverage Tool +*.dotCover + +# AxoCover is a Code Coverage Tool +.axoCover/* +!.axoCover/settings.json + +# Coverlet is a free, cross platform Code Coverage Tool +coverage*.json +coverage*.xml +coverage*.info + +# Visual Studio code coverage results +*.coverage +*.coveragexml + +# NCrunch +_NCrunch_* +.*crunch*.local.xml +nCrunchTemp_* + +# MightyMoose +*.mm.* +AutoTest.Net/ + +# Web workbench (sass) +.sass-cache/ + +# Installshield output folder +[Ee]xpress/ + +# DocProject is a documentation generator add-in +DocProject/buildhelp/ +DocProject/Help/*.HxT +DocProject/Help/*.HxC +DocProject/Help/*.hhc +DocProject/Help/*.hhk +DocProject/Help/*.hhp +DocProject/Help/Html2 +DocProject/Help/html + +# Click-Once directory +publish/ + +# Publish Web Output +*.[Pp]ublish.xml +*.azurePubxml +# Note: Comment the next line if you want to checkin your web deploy settings, +# but database connection strings (with potential passwords) will be unencrypted +*.pubxml 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Comment the next line if you want to +# checkin your Azure Web App publish settings, but sensitive information contained +# in these scripts will be unencrypted +PublishScripts/ + +# NuGet Packages +*.nupkg +# NuGet Symbol Packages +*.snupkg +# The packages folder can be ignored because of Package Restore +**/[Pp]ackages/* +# except build/, which is used as an MSBuild target. +!**/[Pp]ackages/build/ +# Uncomment if necessary however generally it will be regenerated when needed +#!**/[Pp]ackages/repositories.config +# NuGet v3's project.json files produces more ignorable files +*.nuget.props +*.nuget.targets + +# Microsoft Azure Build Output +csx/ +*.build.csdef + +# Microsoft Azure Emulator +ecf/ +rcf/ + +# Windows Store app package directories and files +AppPackages/ +BundleArtifacts/ +Package.StoreAssociation.xml +_pkginfo.txt +*.appx +*.appxbundle +*.appxupload + +# Visual Studio cache files +# files ending in .cache can be ignored +*.[Cc]ache +# but keep track of directories ending in .cache +!?*.[Cc]ache/ + +# Others +ClientBin/ +~$* +*~ +*.dbmdl +*.dbproj.schemaview +*.jfm +*.pfx +*.publishsettings +orleans.codegen.cs + +# Including strong name files can present a security risk +# (https://github.com/github/gitignore/pull/2483#issue-259490424) +#*.snk + +# Since there are multiple workflows, uncomment next line to ignore bower_components +# (https://github.com/github/gitignore/pull/1529#issuecomment-104372622) +#bower_components/ + +# RIA/Silverlight projects +Generated_Code/ + +# Backup & report files from converting an old project file +# to a newer Visual Studio version. Backup files are not needed, +# because we have git ;-) +_UpgradeReport_Files/ +Backup*/ +UpgradeLog*.XML +UpgradeLog*.htm +ServiceFabricBackup/ +*.rptproj.bak + +# SQL Server files +*.mdf +*.ldf +*.ndf + +# Business Intelligence projects +*.rdl.data +*.bim.layout +*.bim_*.settings +*.rptproj.rsuser +*- [Bb]ackup.rdl +*- [Bb]ackup ([0-9]).rdl +*- [Bb]ackup ([0-9][0-9]).rdl + +# Microsoft Fakes +FakesAssemblies/ + +# GhostDoc plugin setting file +*.GhostDoc.xml + +# Node.js Tools for Visual Studio +.ntvs_analysis.dat +node_modules/ + +# Visual Studio 6 build log +*.plg + +# Visual Studio 6 workspace options file +*.opt + +# Visual Studio 6 auto-generated workspace file (contains which files were open etc.) +*.vbw + +# Visual Studio 6 auto-generated project file (contains which files were open etc.) +*.vbp + +# Visual Studio 6 workspace and project file (working project files containing files to include in project) +*.dsw +*.dsp + +# Visual Studio 6 technical files +*.ncb +*.aps + +# Visual Studio LightSwitch build output +**/*.HTMLClient/GeneratedArtifacts +**/*.DesktopClient/GeneratedArtifacts +**/*.DesktopClient/ModelManifest.xml +**/*.Server/GeneratedArtifacts +**/*.Server/ModelManifest.xml +_Pvt_Extensions + +# Paket dependency manager +.paket/paket.exe +paket-files/ + +# FAKE - F# Make +.fake/ + +# CodeRush personal settings +.cr/personal + +# Python Tools for Visual Studio (PTVS) +__pycache__/ +*.pyc + +# Cake - Uncomment if you are using it +# tools/** +# !tools/packages.config + +# Tabs Studio +*.tss + +# Telerik's JustMock configuration file +*.jmconfig + +# BizTalk build output +*.btp.cs +*.btm.cs +*.odx.cs +*.xsd.cs + +# OpenCover UI analysis results +OpenCover/ + +# Azure Stream Analytics local run output +ASALocalRun/ + +# MSBuild Binary and Structured Log +*.binlog + +# NVidia Nsight GPU debugger configuration file +*.nvuser + +# MFractors (Xamarin productivity tool) working folder +.mfractor/ + +# Local History for Visual Studio +.localhistory/ + +# Visual Studio History (VSHistory) files +.vshistory/ + +# BeatPulse healthcheck temp database +healthchecksdb + +# Backup folder for Package Reference Convert tool in Visual Studio 2017 +MigrationBackup/ + +# Ionide (cross platform F# VS Code tools) working folder +.ionide/ + +# Fody - auto-generated XML schema +FodyWeavers.xsd + +# VS Code files for those working on multiple tools +.vscode/* +!.vscode/settings.json +!.vscode/tasks.json +!.vscode/launch.json +!.vscode/extensions.json +*.code-workspace + +# Local History for Visual Studio Code +.history/ + +# Windows Installer files from build outputs +*.cab +*.msi +*.msix +*.msm +*.msp + +# JetBrains Rider +*.sln.iml +.idea + +## +## Visual studio for Mac +## + + +# globs +Makefile.in +*.userprefs +*.usertasks +config.make +config.status +aclocal.m4 +install-sh +autom4te.cache/ +*.tar.gz +tarballs/ +test-results/ + +# Mac bundle stuff +*.dmg +*.app + +# content below from: https://github.com/github/gitignore/blob/master/Global/macOS.gitignore +# General +.DS_Store +.AppleDouble +.LSOverride + +# Icon must end with two \r +Icon + + +# Thumbnails +._* + +# Files that might appear in the root of a volume +.DocumentRevisions-V100 +.fseventsd +.Spotlight-V100 +.TemporaryItems +.Trashes +.VolumeIcon.icns +.com.apple.timemachine.donotpresent + +# Directories potentially created on remote AFP share +.AppleDB +.AppleDesktop +Network Trash Folder +Temporary Items +.apdisk + +# content below from: https://github.com/github/gitignore/blob/master/Global/Windows.gitignore +# Windows thumbnail cache files +Thumbs.db +ehthumbs.db +ehthumbs_vista.db + +# Dump file +*.stackdump + +# Folder config file +[Dd]esktop.ini + +# Recycle Bin used on file shares +$RECYCLE.BIN/ + +# Windows Installer files +*.cab +*.msi +*.msix +*.msm +*.msp + +# Windows shortcuts +*.lnk + +# Vim temporary swap files +*.swp diff --git a/tasks/ostrovskaya-sf/lab_5/lab_5_matrix/lab_5_matrix/Program.cs b/tasks/ostrovskaya-sf/lab_5/lab_5_matrix/lab_5_matrix/Program.cs new file mode 100644 index 0000000..4ca92df --- /dev/null +++ b/tasks/ostrovskaya-sf/lab_5/lab_5_matrix/lab_5_matrix/Program.cs @@ -0,0 +1,192 @@ +using System; +using System.Threading.Tasks; +using System.Diagnostics; + +class Program +{ + static void Main() + { + Console.WriteLine("Задания: \n1. проверка умножения матриц;\n2. бэнчмарки;"); + Console.Write("Введите номер задания: "); + int numTask = int.Parse(Console.ReadLine()); + if (numTask == 1) + { + int[][] matrix1 = GenerateMatrix(10); + int[][] matrix2 = GenerateMatrix(10); + + Console.WriteLine(); + PrintMatrix(matrix1); // Вывод результата + Console.WriteLine(); + PrintMatrix(matrix2); // Вывод результата + + // Вводим количество потоков вручную + Console.WriteLine(); + Console.Write("Введите количество потоков: "); + int numThreads = int.Parse(Console.ReadLine()); + Console.WriteLine(); + + Stopwatch sw1 = new Stopwatch(); + sw1.Start(); + int[][] resultSequential = MultiplyMatrix(matrix1, matrix2); // Вызов обычного алгоритма + sw1.Stop(); + + Stopwatch sw2 = new Stopwatch(); + sw2.Start(); + int[][] resultParallel = MultiplyMatrixParallel(matrix1, matrix2, numThreads); // Вызов параллельного алгоритма + sw2.Stop(); + + Console.WriteLine("Выполнение обычного алгоритма"); + PrintMatrix(resultSequential); // Вывод результата + TimeSpan elapsedTime1 = sw1.Elapsed; + Console.WriteLine($"Время выполнения: {elapsedTime1.TotalSeconds:F7} с"); + + Console.WriteLine("\nВыполнение параллельного алгоритма"); + PrintMatrix(resultParallel); // Вывод результата + TimeSpan elapsedTime2 = sw2.Elapsed; + Console.WriteLine($"Время выполнения: {elapsedTime2.TotalSeconds:F7} с"); + + Console.ReadLine(); + } + else if (numTask == 2) + { + int[][] matrix1 = GenerateMatrix(100); + int[][] matrix2 = GenerateMatrix(100); + + Console.Write("Введите количество потоков: "); + int numThreads = int.Parse(Console.ReadLine()); + Console.WriteLine(); + + Console.WriteLine("Размер матрицы: 100x100"); + + Console.WriteLine("\nПоследовательный алгоритм:"); + Stopwatch sw1 = new Stopwatch(); + sw1.Start(); + int[][] resultSequential = MultiplyMatrix(matrix1, matrix2); + sw1.Stop(); + TimeSpan elapsedTime1 = sw1.Elapsed; + Console.WriteLine($"Время выполнения: {elapsedTime1.TotalSeconds:F7} мс"); + + Console.WriteLine("\nПараллельный алгоритм:"); + Stopwatch sw2 = new Stopwatch(); + sw2.Start(); + int[][] resultParallel = MultiplyMatrixParallel(matrix1, matrix2, numThreads); + sw2.Stop(); + TimeSpan elapsedTime2 = sw2.Elapsed; + Console.WriteLine($"Время выполнения: {elapsedTime2.TotalSeconds:F7} с"); + + Console.WriteLine("\n------------------------------------------\n"); + + matrix1 = GenerateMatrix(300); + matrix2 = GenerateMatrix(300); + + Console.WriteLine("Размер матрицы: 300x300"); + + Console.WriteLine("\nПоследовательный алгоритм:"); + sw1.Restart(); + resultSequential = MultiplyMatrix(matrix1, matrix2); + sw1.Stop(); + elapsedTime1 = sw1.Elapsed; + Console.WriteLine($"Время выполнения: {elapsedTime1.TotalSeconds:F7} мс"); + + Console.WriteLine("\nПараллельный алгоритм:"); + sw2.Restart(); + resultParallel = MultiplyMatrixParallel(matrix1, matrix2, numThreads); + sw2.Stop(); + elapsedTime2 = sw2.Elapsed; + Console.WriteLine($"Время выполнения: {elapsedTime2.TotalSeconds:F7} с"); + + Console.WriteLine("\n------------------------------------------\n"); + + matrix1 = GenerateMatrix(500); + matrix2 = GenerateMatrix(500); + + Console.WriteLine("Размер матрицы: 500x500"); + + Console.WriteLine("\nПоследовательный алгоритм:"); + sw1.Restart(); + resultSequential = MultiplyMatrix(matrix1, matrix2); + sw1.Stop(); + elapsedTime1 = sw1.Elapsed; + Console.WriteLine($"Время выполнения: {elapsedTime1.TotalSeconds:F7} мс"); + + Console.WriteLine("\nПараллельный алгоритм:"); + sw2.Restart(); + resultParallel = MultiplyMatrixParallel(matrix1, matrix2, numThreads); + sw2.Stop(); + elapsedTime2 = sw2.Elapsed; + Console.WriteLine($"Время выполнения: {elapsedTime2.TotalSeconds:F7} с"); + + Console.ReadLine(); + + } + } + + static int[][] GenerateMatrix(int size) + { + Random random = new Random(); + int[][] matrix = new int[size][]; + for (int i = 0; i < size; i++) + { + matrix[i] = new int[size]; + for (int j = 0; j < size; j++) + { + matrix[i][j] = random.Next(1, 100); + } + } + return matrix; + } + + static int[][] MultiplyMatrix(int[][] matrix1, int[][] matrix2) + { + int rows = matrix1.Length; + int columns = matrix2[0].Length; + int[][] result = new int[rows][]; + for (int i = 0; i < rows; i++) + { + result[i] = new int[columns]; + for (int j = 0; j < columns; j++) + { + result[i][j] = 0; + for (int k = 0; k < matrix1[i].Length; k++) + { + result[i][j] += matrix1[i][k] * matrix2[k][j]; + } + } + } + return result; + } + + static int[][] MultiplyMatrixParallel(int[][] matrix1, int[][] matrix2, int numThreads) + { + int rows = matrix1.Length; + int columns = matrix2[0].Length; + int[][] result = new int[rows][]; + + + Parallel.For(0, rows, new ParallelOptions { MaxDegreeOfParallelism = numThreads }, i => + { + result[i] = new int[columns]; + for (int j = 0; j < columns; j++) + { + result[i][j] = 0; + Parallel.For(0, matrix1[i].Length, k => + { + result[i][j] += matrix1[i][k] * matrix2[k][j]; + }); + } + }); + return result; + } + + static void PrintMatrix(int[][] matrix) + { + for (int i = 0; i < matrix.Length; i++) + { + for (int j = 0; j < matrix[i].Length; j++) + { + Console.Write(matrix[i][j] + " "); + } + Console.WriteLine(); + } + } +} diff --git a/tasks/ostrovskaya-sf/lab_5/lab_5_matrix/lab_5_matrix/lab_5_matrix.csproj b/tasks/ostrovskaya-sf/lab_5/lab_5_matrix/lab_5_matrix/lab_5_matrix.csproj new file mode 100644 index 0000000..2150e37 --- /dev/null +++ b/tasks/ostrovskaya-sf/lab_5/lab_5_matrix/lab_5_matrix/lab_5_matrix.csproj @@ -0,0 +1,10 @@ + + + + Exe + net8.0 + enable + enable + + + diff --git a/tasks/ostrovskaya-sf/lab_5/pic/pic1.jpg b/tasks/ostrovskaya-sf/lab_5/pic/pic1.jpg new file mode 100644 index 0000000..333fedf Binary files /dev/null and b/tasks/ostrovskaya-sf/lab_5/pic/pic1.jpg differ diff --git a/tasks/ostrovskaya-sf/lab_5/pic/pic2.jpg b/tasks/ostrovskaya-sf/lab_5/pic/pic2.jpg new file mode 100644 index 0000000..e4f6b6d Binary files /dev/null and b/tasks/ostrovskaya-sf/lab_5/pic/pic2.jpg differ diff --git a/tasks/ostrovskaya-sf/lab_5/pic/pic3.jpg b/tasks/ostrovskaya-sf/lab_5/pic/pic3.jpg new file mode 100644 index 0000000..5918ac6 Binary files /dev/null and b/tasks/ostrovskaya-sf/lab_5/pic/pic3.jpg differ diff --git a/tasks/ostrovskaya-sf/lab_5/pic/pic4.jpg b/tasks/ostrovskaya-sf/lab_5/pic/pic4.jpg new file mode 100644 index 0000000..afe1b7a Binary files /dev/null and b/tasks/ostrovskaya-sf/lab_5/pic/pic4.jpg differ