From 224878be455ad72447d6f2780e84d3af97ddc3b7 Mon Sep 17 00:00:00 2001 From: ttartt Date: Sun, 17 Nov 2024 20:03:47 +0400 Subject: [PATCH] artamonova_tatyana_lab_5 is ready --- artamonova_tatyana_lab_5/README.md | 36 ++++++++ artamonova_tatyana_lab_5/images/results.png | Bin 0 -> 109707 bytes artamonova_tatyana_lab_5/matrix.py | 93 ++++++++++++++++++++ 3 files changed, 129 insertions(+) create mode 100644 artamonova_tatyana_lab_5/README.md create mode 100644 artamonova_tatyana_lab_5/images/results.png create mode 100644 artamonova_tatyana_lab_5/matrix.py diff --git a/artamonova_tatyana_lab_5/README.md b/artamonova_tatyana_lab_5/README.md new file mode 100644 index 0000000..a796aa2 --- /dev/null +++ b/artamonova_tatyana_lab_5/README.md @@ -0,0 +1,36 @@ + +# Лабораторная работа №5 ПИбд-42 Артамоновой Татьяны + +## Запуск лабораторной работы + +1. Установить библиотеки Python и NumPy +3. Запустить скрипт matrix.py с помощью команды: *python matrix.py* + +## Используемые технологии + +- Язык программирования: Python +- Библиотеки: + * numpy: Для работы с массивами и матрицами + * multiprocessing: Для параллельного выполнения кода + * time: Для измерения времени выполнения + +## Задание на лабораторную работу + +**Кратко:** реализовать умножение двух больших квадратных матриц. + +**Подробно:** в лабораторной работе требуется сделать два алгоритма: обычный и параллельный (задание со * - +реализовать это в рамках одного алгоритма). В параллельном алгоритме предусмотреть ручное задание количества +потоков (число потоков = 1 как раз и реализует задание со *), каждый из которых будет выполнять умножение +элементов матрицы в рамках своей зоны ответственности. + +## Результаты + +![Результат работы](images/results.png) + +## Вывод + +Результаты показывают, что для маленьких матриц последовательное умножение быстрее. +Оптимальное количество потоков близко к количеству ядер процессора. Увеличение количества потоков сверх +оптимального значения не всегда ускоряет вычисления. Параллелизм эффективнее для больших матриц. + +### [Видео](https://vk.com/video212084908_456239362) diff --git a/artamonova_tatyana_lab_5/images/results.png b/artamonova_tatyana_lab_5/images/results.png new file mode 100644 index 0000000000000000000000000000000000000000..e7cc76482ec073558d3fe55a6059309af95d7314 GIT binary patch literal 109707 zcmd3NWpEu!m!udhxME!~+G1vAW@ct)W@ct43oT}5u$V1ove;slR`0!Uc4i`WX8uj= zkB)n~qdU6m)UB$_JXsO)vSJ8du)lzSfFMYS3oC+vfD3#cATUs$S9YJQkv@MwofO3c zL8_;4k3UZ!%midU@2HD|do_UkJcqRx*Kh&>L2>@;0Npeta0dbTD3%ZwPusx(1j^522M8u{tTN#n-jxonfgUB;Z0}s-U2^39`AJY$Zt%R0?WJoi!ZAL1jFn# z=C)Wy-sAWN0s_U9rUXxKiU#Qqfe$Nc>6U8IL0jI@UB_{*dGJLLN61P$5$b1LNs%RC zqeZ=*gj!S4t@w+@ZVptAe6D9vA`y@8Z&Ayv&4#i_%#_mxSJ0>N3w7`0t$sUmOh9(f z`I6wi#Z@FqmZ6{B4qzRwIl`hcTAuY++LiDHs%nwhgGtLxd%(F0uDFN%TVn=neD@c> zo1K&v*gPLUlwuxkx=8DuxIn>Eg5$)(@wS?5wlIsWy&DFMS1Q)6I|cQp3(7$rVc)j* z%cNdmYTu9d?n<)T5%0+2dF>}PoAl10#|JX5gd4ORoKTCHP+|YV^l-hi)1P)()im1IR 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