From 064fbfe89059c669f42ecf7e1fd7111eb5da1cd8 Mon Sep 17 00:00:00 2001 From: VolkAuf Date: Fri, 19 Jan 2024 15:06:16 +0400 Subject: [PATCH] lab 6 is ready --- volkov_rafael_lab_6/README.md | 31 ++++++ volkov_rafael_lab_6/screens/img1.png | Bin 0 -> 74788 bytes volkov_rafael_lab_6/screens/img2.png | Bin 0 -> 91989 bytes volkov_rafael_lab_6/screens/img3.png | Bin 0 -> 145677 bytes volkov_rafael_lab_6/screens/img4.png | Bin 0 -> 34754 bytes volkov_rafael_lab_6/volkov_rafael_lab_6.sln | 16 +++ .../volkov_rafael_lab_6/Program.cs | 102 ++++++++++++++++++ .../volkov_rafael_lab_6.csproj | 28 +++++ 8 files changed, 177 insertions(+) create mode 100644 volkov_rafael_lab_6/README.md create mode 100644 volkov_rafael_lab_6/screens/img1.png create mode 100644 volkov_rafael_lab_6/screens/img2.png create mode 100644 volkov_rafael_lab_6/screens/img3.png create mode 100644 volkov_rafael_lab_6/screens/img4.png create mode 100644 volkov_rafael_lab_6/volkov_rafael_lab_6.sln create mode 100644 volkov_rafael_lab_6/volkov_rafael_lab_6/Program.cs create mode 100644 volkov_rafael_lab_6/volkov_rafael_lab_6/volkov_rafael_lab_6.csproj diff --git a/volkov_rafael_lab_6/README.md b/volkov_rafael_lab_6/README.md new file mode 100644 index 0000000..3230b76 --- /dev/null +++ b/volkov_rafael_lab_6/README.md @@ -0,0 +1,31 @@ +# Лабораторная работа №6 + +Задание: + +Требуется сделать два алгоритма: обычный и параллельный. В параллельном алгоритме предусмотреть ручное задание количества потоков, каждый из которых будет выполнять нахождение отдельной группы множителей. + +Сделать несколько бенчмарков последовательного и параллельного алгоритма поиска детерминанта матрицы размером 100x100, 300x300, 500x500 элементов. Отразить свои наблюдения в readme-отчете. + +

+

Код приложения
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+

+

Код приложения
+ +

+

+

Код приложения
+ +

+

+

Результат работы программы
+ +

+ +Вывод: Параллельный алгоритм не сильно ускорил работу программы, его стоит использовить при матрице большего размера например 10000х10000 + + +# Видео + +Видео с разбором лабораторной - [Видео](https://drive.google.com/file/d/1iRBMH7q0hDcnjJdc5xW9Fy3K8da1ioNi/view?usp=sharing) diff --git a/volkov_rafael_lab_6/screens/img1.png b/volkov_rafael_lab_6/screens/img1.png new file mode 100644 index 0000000000000000000000000000000000000000..e3b269611c2571e2d2dcc0fd08604912fd1c05e5 GIT binary patch literal 74788 zcmce-1yEdF*Cra=-Q5Gh-6goYyC%51HPArg7A(OvKyY_$ED&6SYjAfT@+R+h?^OL& z|IFN}yQ{idYM-;$+GokLpS3zdMM)Y3kr46Cn>Q%3G7@TU-auo%c>|>n5BvJdOL5!b z>l=itnzY!Pic#Xd*DuhPqKcw#-c-jSJ(|M2en)VU(RF?E1{M7K1u@`QZ1H+sp{#_c zhL_RdGMovvSj@k32knrl z(f`a%_=zt={&#Zie|uxa-$HGV-9*#TPqf6Mi6yz{8Anb(3KGjQyw4*4%pUP)f!(au zBT@ul52CQWE#>VQsCc=S*)GF=3lq!N5zdSIf*VjV!}Vs?hELAPklRXgk<2hd)2Uvy z8{AFMPQ=|eiCT|Ny>!7VUB9MX$}QOLw>6Ce5)>!+BeAMxQ~7&fvRcqAOP%!l$`(2X zreJwPZ8xuch73r9ExrO+J6A_@)^1iulb8E(yo2peL>L(U>%=J`lIE&b&_)lm$N?pg ztlz$JNvH-U#$eK`hNyjr;&0IYW=~h!s0r5ge#%11vx4FA|l&Gkns}s%rUY#K3^_c&Ld}u_?tF3S%|Z zaiQ4_&EjZmo|PN@XK#w>muAO7{Ae@5o)}07vMe!ckU}X(0NzN#^p?G7_Vvp1FM@O0S~D_VK$qZcI&rl4SU@oK*Ibj`^@T7E z_M0iLyw11Df!)nl82#kHy$fA)<&g1{SSkj3sPADclpeNq)jtgKilyT7aV9w>U1Ejy zDIi!Ly}R%w&|%=BlL&t?<0+eOWrwlek8R#+mPKfbFGYJ^NixtzJ7^(^9U??8dE@7M zhHe6-Q4E&9zwEpB3_+B)l{s&1nIfAip0EcLuuL?=D$LS7F(#XJAq8EGEyt_N zkc%sa@dZ7oiNSX()Z1B~D2h`fP2T5I0+WFFpBedkv>|%u+2Sy)woI zk%D)%-)9c6C2ih7H2u%z~r00_nw;^dij3*H}lSh7NntZpJcAsonY^#c) zwp9>hqSK&|G@BWRQ-m46wH2qkEU*@adUe(mwr@P9!YX~2ivlV!9Ds}V{%fzA+YOKi zXRV_|zW8mC7}=!4u^5YJ zn@>@Qf|G5i3rVGod`nA$(V`*wVb>H)Tt9gUgo)0PKm4o6`l})z3Vn#5F3C4uqC=A> z5&77D@}91cZuM{D4_~lsQEn=YcliTykL8;1-NJCa0_FJ#z1thsL&K{ z7E}uoEFvwjHk7cW@y+Kow6bKCZUWO+cJRtfG_@k5F@+?oGaa}d$G6X`U@s!_Fh^`2 z^5YWyyj-VFm7P%@E3--}fIS%b0&ZPPEgtAcwi{2(6kda;pm25)W*fJ022H2dzW2a| zmF{^Y3N9Mi(V(+hiZKOdys`@_*_s?m>3#LfZzIlPTJ%t36Obn>+6P67W!=D(Vs+)Ytn~MQehNx=I>Zi(Vmv4 zu1bvCj|~a4H~+~rc%Zdz08OZ%q!5d;$E@lJ*LWe`i(+&hXBM@^0gUXng3)2d0vV>}|CIun9a~pL6LDU;Qasu(#W0sDd86@=$>TlMk`F0%?LWChnB)F0bLrND7M#DqQ z)fUM0B?;gh<%>cv{W-o${vVjZV0oUH#&tc`tPv$aH47qJzSemVZ%^ zAqB61K-9Tqi{jBjJvdi9YzzCZj!#kIME?znTJ{{1L5GGA^1YH8)+$%Y2NkhZ=8%(} zbUfj@@n^Cb&fG@-g=hDbO_h)cv$M0G1-HHHtbStV(V4BTwDbCGv6`8g$7iR~j%i-~ zi_h|2A|F0l1yh8xZr_!>rowJz5kOpJDpTM0MA~C3^mQf7BmVs7g35^+Pg|V`zvlks zxBTwi^1~^cwU!HF?qsAd5B@Lzh`u{o_4z%Jj(%;%1N$S3PBhJh6!{h|A$KYeek8py z-Zc=Fgui=qR7puwT@J6VEveR~h}b-|h|yST z;(a7pwP_3Z=lQsu=tz)@V%w{{te1G*1q8_;#)u|lI9ANsFBsrRuomNChd3;gC8^IO z#y4Wnt^(kFwT=RfntXFZV3o(fKaL?A{8?eJzWxAT*EoC@3P2=Wk@hU-Xy}Nb&GN!j zR(?UWYztcpj>{6uw7piAF^)@p5Db5IbP(@06nyp^e(Lxug{6*695fmKqnM)cvwR%*OYWmDyWx z55D6M;LP3YeOh>A4~`T9UNobqFkxYn44;5HEq-q8*zon(mY0GjFO&JiVvcp~%g+x* zb&r122yQ7m@xQ7O1INZIC$8F;y-s6TFs8S0tRGf$8VKURtkCXh+!axmB-xu$N3>4& zy{LY|H&|scbRkjgrp8hmi{b&B?WEerrcq{CZTADJkAiIDN!Pp4JGd{AB)+KYgSi1! zn{$1i=f5xOe8q1YoF`hlO|wL&hF<@|HL$$`;aliFG%zp(x16OPZrpI#-QnL_{hY4r z#W_FSDuE0@wS6`M@?CJ7jg6k1X)LaISx%82>T=*c`HghCT!xl}$Hw;VJsq4LKgJBA zdZVM=e;Lwi>zL4?Rd46s*#4?rsae+XE1zjF;CWkv&$%Wp3j1!| zOY2^I8_Y*033l;xj=i+cZ?&2Nii1Y6MEZvmTdN&U9PI9`N&D-VwL8=8UNBY5g4u>W zHrG~5S*uGjWdE_d8yF-6YHIU~RO7WV-k1#T)l&>Aw(aH;m!V#CiCdH72dl{fgu^3} zEra3p2}f9)RuGlTPw2ykOB#t@Z*r$C*VA}$x;ufdW+#sr^Q~LbTSTtUimIJLcFO*N z`SLrI)l~>UkO+$9U2Kbes1_#uxVE1$EXDI-3z|byEAMOj1cjgExZv`&2EbAH0gT=K7Zu!>%Q%GKt@`3BZf~l(-YWdqwT|f&$%uUC zSP>>Z2Uqa*Zsu^&9XOYLVm_4QdFrc#rQqX>sW&(b7n^e3*-7&Jd@7peLTXDIpPnDxjL0#REP6-EmQ?dcDn^)wxRWw`^^*m8F|k*mH)J)&1kAW6#vo zu#N+Q!~`ODtkO6wnS_fSG-9F>#ogT5t?luEn)z%&*%~CGx|wQx7E*i04GTi&=3y?? 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{220726F0-CFF1-4C4A-B032-1B558BC62238}.Debug|Any CPU.ActiveCfg = Debug|Any CPU + {220726F0-CFF1-4C4A-B032-1B558BC62238}.Debug|Any CPU.Build.0 = Debug|Any CPU + {220726F0-CFF1-4C4A-B032-1B558BC62238}.Release|Any CPU.ActiveCfg = Release|Any CPU + {220726F0-CFF1-4C4A-B032-1B558BC62238}.Release|Any CPU.Build.0 = Release|Any CPU + EndGlobalSection +EndGlobal diff --git a/volkov_rafael_lab_6/volkov_rafael_lab_6/Program.cs b/volkov_rafael_lab_6/volkov_rafael_lab_6/Program.cs new file mode 100644 index 0000000..4181047 --- /dev/null +++ b/volkov_rafael_lab_6/volkov_rafael_lab_6/Program.cs @@ -0,0 +1,102 @@ +using System.Diagnostics; + +class Program +{ + static double[,] GenerateRandomMatrix(int size) + { + Random random = new Random(); + double[,] matrix = new double[size, size]; + + for (int i = 0; i < size; i++) + { + for (int j = 0; j < size; j++) + { + matrix[i, j] = random.Next(0, 10); + } + } + + return matrix; + } + + static double SequentialMatrixDeterminant(double[,] matrix) + { + int size = matrix.GetLength(0); + double det = 1; + + for (int i = 0; i < size; i++) + { + det *= matrix[i, i]; + } + + return det; + } + + static double ParallelMatrixDeterminant(double[,] matrix, int numThreads) + { + int size = matrix.GetLength(0); + int chunkSize = size / numThreads; + + double[] determinants = new double[numThreads]; + object lockObject = new object(); + + Parallel.For(0, numThreads, threadIndex => + { + int startRow = threadIndex * chunkSize; + int endRow = (threadIndex == numThreads - 1) ? size : (threadIndex + 1) * chunkSize; + + double threadDeterminant = 1; + for (int i = startRow; i < endRow; i++) + { + threadDeterminant *= matrix[i, i]; + } + + lock (lockObject) + { + determinants[threadIndex] = threadDeterminant; + } + }); + + double resultDeterminant = 1; + foreach (var det in determinants) + { + resultDeterminant *= det; + } + + return resultDeterminant; + } + + static Tuple Benchmark(int matrixSize, int numThreads) + { + double[,] matrix = GenerateRandomMatrix(matrixSize); + + // Замер времени для последовательного алгоритма + Stopwatch stopwatch = Stopwatch.StartNew(); + double sequentialResult = SequentialMatrixDeterminant(matrix); + double sequentialTime = stopwatch.Elapsed.TotalSeconds; + + // Замер времени для параллельного алгоритма + stopwatch.Restart(); + double parallelResult = ParallelMatrixDeterminant(matrix, numThreads); + double parallelTime = stopwatch.Elapsed.TotalSeconds; + + return Tuple.Create(sequentialTime, parallelTime); + } + + static void Main() + { + int[] matrixSizes = { 100, 300, 500 }; // Для демонстрации используем небольшие матрицы + Console.Write("Введите количество потоков: "); + int numThreads = int.Parse(Console.ReadLine()); + + foreach (var size in matrixSizes) + { + Console.WriteLine($"Matrix size: {size}x{size}"); + var times = Benchmark(size, numThreads); + + Console.WriteLine($"Sequential algorithm time: {times.Item1:F6} seconds"); + Console.WriteLine($"Parallel algorithm time ({numThreads} threads): {times.Item2:F6} seconds"); + + Console.WriteLine(new string('=', 30)); + } + } +} diff --git a/volkov_rafael_lab_6/volkov_rafael_lab_6/volkov_rafael_lab_6.csproj b/volkov_rafael_lab_6/volkov_rafael_lab_6/volkov_rafael_lab_6.csproj new file mode 100644 index 0000000..53387b9 --- /dev/null +++ b/volkov_rafael_lab_6/volkov_rafael_lab_6/volkov_rafael_lab_6.csproj @@ -0,0 +1,28 @@ + + + + Exe + net8.0 + enable + enable + + + + + README.md + + + screens\img1.png + + + screens\img2.png + + + screens\img3.png + + + screens\img4.png + + + +