From 73a33347fe93a50718f8701df1cc5473c6246e98 Mon Sep 17 00:00:00 2001 From: tanya_nik16 Date: Mon, 18 Dec 2023 17:45:19 +0400 Subject: [PATCH] Lab_5 --- tasks/nikiforova-ts/Lab_5/.gitignore | 477 ++++++++++++++++++++ tasks/nikiforova-ts/Lab_5/Readme.md | 38 ++ tasks/nikiforova-ts/Lab_5/picture/1.png | Bin 0 -> 228567 bytes tasks/nikiforova-ts/Lab_5/picture/2.png | Bin 0 -> 229569 bytes tasks/nikiforova-ts/Lab_5/picture/3-100.png | Bin 0 -> 142545 bytes tasks/nikiforova-ts/Lab_5/picture/4.png | Bin 0 -> 142736 bytes tasks/nikiforova-ts/Lab_5/picture/5-300.png | Bin 0 -> 139255 bytes tasks/nikiforova-ts/Lab_5/picture/6.png | Bin 0 -> 141580 bytes tasks/nikiforova-ts/Lab_5/picture/7-500.png | Bin 0 -> 146199 bytes tasks/nikiforova-ts/Lab_5/picture/8.png | Bin 0 -> 150423 bytes tasks/nikiforova-ts/Lab_5/work/Lab5.py | 100 ++++ 11 files changed, 615 insertions(+) create mode 100644 tasks/nikiforova-ts/Lab_5/.gitignore create mode 100644 tasks/nikiforova-ts/Lab_5/Readme.md create mode 100644 tasks/nikiforova-ts/Lab_5/picture/1.png create mode 100644 tasks/nikiforova-ts/Lab_5/picture/2.png create mode 100644 tasks/nikiforova-ts/Lab_5/picture/3-100.png create mode 100644 tasks/nikiforova-ts/Lab_5/picture/4.png create mode 100644 tasks/nikiforova-ts/Lab_5/picture/5-300.png create mode 100644 tasks/nikiforova-ts/Lab_5/picture/6.png create mode 100644 tasks/nikiforova-ts/Lab_5/picture/7-500.png create mode 100644 tasks/nikiforova-ts/Lab_5/picture/8.png create mode 100644 tasks/nikiforova-ts/Lab_5/work/Lab5.py diff --git a/tasks/nikiforova-ts/Lab_5/.gitignore b/tasks/nikiforova-ts/Lab_5/.gitignore new file mode 100644 index 0000000..154e127 --- /dev/null +++ b/tasks/nikiforova-ts/Lab_5/.gitignore @@ -0,0 +1,477 @@ +## Ignore Visual Studio temporary files, build results, and +## files generated by popular Visual Studio add-ons. +## +## Get latest from https://github.com/github/gitignore/blob/main/VisualStudio.gitignore + +# 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 +*.publishproj + +# Microsoft Azure Web App publish settings. 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ИСЭбд-41 Никифорова Татьяна Сергеевна. + +## Создание приложения + +Выбрала язык Python. + +Запустим алгоритм с матрицей 10x10 c различными алгоритмами. + +![](picture/1.png) +![](picture/2.png) + +## Бенчмарки + +Протекстируем обычный и паралелльный с различными размерами матриц. + +Матрица 100х100 + +![](picture/3-100.png) +![](picture/4.png) + +Матрица 300х300 + +![](picture/5-300.png) +![](picture/6.png) + +Матрица 500х500 + +![](picture/7-500.png) +![](picture/8.png) + +Вывод: Для небольших матриц и с небольшим количеством ядер процессора параллельная реализация может не всегда оказаться быстрее из-за дополнительных накладных расходов. + + + + + diff --git a/tasks/nikiforova-ts/Lab_5/picture/1.png b/tasks/nikiforova-ts/Lab_5/picture/1.png new file mode 100644 index 0000000000000000000000000000000000000000..601858e0c6a66d188dd225a7fd6551d3d87593c7 GIT binary patch literal 228567 zcmaI8byS;O)9Bp-rBI5yyE_E87PkP!-7UDg6f4DxyR^8wyQa9iySw|B_I{uHdC&UJ 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b/tasks/nikiforova-ts/Lab_5/work/Lab5.py @@ -0,0 +1,100 @@ +import numpy as np +import tkinter as tk +from tkinter import ttk +from multiprocessing import Pool +import time + +def multiply_matrices_sequential(matrix_a, matrix_b): + return np.dot(matrix_a, matrix_b) + +def multiply_matrices_parallel(args): + row, matrix_a, matrix_b, cols = args + return [sum(matrix_a[row, k] * matrix_b[k, col] for k in range(cols)) for col in range(cols)] + +def multiply_matrices(matrix_size, parallel=False, num_threads=None): + matrix_a = np.random.randint(1, 10, size=(matrix_size, matrix_size)) # Генерация целых чисел от 1 до 10 + matrix_b = np.random.randint(1, 10, size=(matrix_size, matrix_size)) + + if parallel: + start_time = time.time() + args = [(row, matrix_a, matrix_b, matrix_size) for row in range(matrix_size)] + + with Pool(num_threads) as pool: + result = np.array(pool.map(multiply_matrices_parallel, args)) + + end_time = time.time() + else: + start_time = time.time() + result = multiply_matrices_sequential(matrix_a, matrix_b) + end_time = time.time() + + execution_time = end_time - start_time + + return matrix_a, matrix_b, result, execution_time + +def run_multiplication(): + matrix_size = int(matrix_size_entry.get()) + algorithm_choice = algorithm_var.get() + parallel = True if algorithm_choice == 'Параелльный' else False + num_threads = int(threads_entry.get()) if parallel else None + + matrix_a, matrix_b, result, execution_time = multiply_matrices(matrix_size, parallel, num_threads) + + result_text.config(state=tk.NORMAL) + result_text.delete("1.0", tk.END) + result_text.insert(tk.END, f"Результат:\n{result}\n\nВремя: {execution_time:.6f} секунд") + result_text.config(state=tk.DISABLED) + + matrix_a_text.config(state=tk.NORMAL) + matrix_a_text.delete("1.0", tk.END) + matrix_a_text.insert(tk.END, f"Матрица A:\n{matrix_a}") + matrix_a_text.config(state=tk.DISABLED) + + matrix_b_text.config(state=tk.NORMAL) + matrix_b_text.delete("1.0", tk.END) + matrix_b_text.insert(tk.END, f"Матрица B:\n{matrix_b}") + matrix_b_text.config(state=tk.DISABLED) + +# GUI setup +root = tk.Tk() +root.title("Matrix Multiplication") + +# Matrix Size +matrix_size_label = ttk.Label(root, text="Размер матрицы:") +matrix_size_label.grid(row=0, column=0, padx=5, pady=5) +matrix_size_entry = ttk.Entry(root) +matrix_size_entry.grid(row=0, column=1, padx=5, pady=5) +matrix_size_entry.insert(0, "") + +# Algorithm Choice +algorithm_label = ttk.Label(root, text="Алгоритм:") +algorithm_label.grid(row=1, column=0, padx=5, pady=5) +algorithm_var = tk.StringVar(value="Обычный") +algorithm_combobox = ttk.Combobox(root, textvariable=algorithm_var, values=["Обычный", "Паралелльный"]) +algorithm_combobox.grid(row=1, column=1, padx=5, pady=5) + +# Threads (only for parallel algorithm) +threads_label = ttk.Label(root, text="Потоки:") +threads_label.grid(row=2, column=0, padx=5, pady=5) +threads_entry = ttk.Entry(root) +threads_entry.grid(row=2, column=1, padx=5, pady=5) +threads_entry.insert(0, "4") +#threads_entry.state(['readonly']) # make it read-only initially + +# Run Button +run_button = ttk.Button(root, text="Начать", command=run_multiplication) +run_button.grid(row=3, column=0, columnspan=2, pady=10) + +# Result Text +result_text = tk.Text(root, height=15, width=50, state=tk.DISABLED) +result_text.grid(row=4, column=0, columnspan=2, padx=10, pady=10) + +# Generated Matrix A +matrix_a_text = tk.Text(root, height=10, width=25, state=tk.DISABLED) +matrix_a_text.grid(row=5, column=0, padx=10, pady=5) + +# Generated Matrix B +matrix_b_text = tk.Text(root, height=10, width=25, state=tk.DISABLED) +matrix_b_text.grid(row=5, column=1, padx=10, pady=5) + +root.mainloop()

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