diff --git a/sitemap.xml b/sitemap.xml
index bddc2707..9c64dbce 100644
--- a/sitemap.xml
+++ b/sitemap.xml
@@ -2,387 +2,387 @@
 <urlset xmlns="http://www.sitemaps.org/schemas/sitemap/0.9">
     <url>
          <loc>https://csdiy.wiki/</loc>
-         <lastmod>2022-03-18</lastmod>
+         <lastmod>2022-03-19</lastmod>
          <changefreq>daily</changefreq>
     </url>
     <url>
          <loc>https://csdiy.wiki/CS%E5%AD%A6%E4%B9%A0%E8%A7%84%E5%88%92/</loc>
-         <lastmod>2022-03-18</lastmod>
+         <lastmod>2022-03-19</lastmod>
          <changefreq>daily</changefreq>
     </url>
     <url>
          <loc>https://csdiy.wiki/%E5%90%8E%E8%AE%B0/</loc>
-         <lastmod>2022-03-18</lastmod>
+         <lastmod>2022-03-19</lastmod>
          <changefreq>daily</changefreq>
     </url>
     <url>
          <loc>https://csdiy.wiki/%E5%9F%B9%E5%85%BB%E6%96%B9%E6%A1%88Pro/</loc>
-         <lastmod>2022-03-18</lastmod>
+         <lastmod>2022-03-19</lastmod>
          <changefreq>daily</changefreq>
     </url>
     <url>
          <loc>https://csdiy.wiki/%E5%A5%BD%E4%B9%A6%E6%8E%A8%E8%8D%90/</loc>
-         <lastmod>2022-03-18</lastmod>
+         <lastmod>2022-03-19</lastmod>
          <changefreq>daily</changefreq>
     </url>
     <url>
          <loc>https://csdiy.wiki/Web%E5%BC%80%E5%8F%91/CS142/</loc>
-         <lastmod>2022-03-18</lastmod>
+         <lastmod>2022-03-19</lastmod>
          <changefreq>daily</changefreq>
     </url>
     <url>
          <loc>https://csdiy.wiki/Web%E5%BC%80%E5%8F%91/mitweb/</loc>
-         <lastmod>2022-03-18</lastmod>
+         <lastmod>2022-03-19</lastmod>
          <changefreq>daily</changefreq>
     </url>
     <url>
          <loc>https://csdiy.wiki/%E4%BA%BA%E5%B7%A5%E6%99%BA%E8%83%BD/CS188/</loc>
-         <lastmod>2022-03-18</lastmod>
+         <lastmod>2022-03-19</lastmod>
          <changefreq>daily</changefreq>
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-         <lastmod>2022-03-18</lastmod>
+         <lastmod>2022-03-19</lastmod>
          <changefreq>daily</changefreq>
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     <url>
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-         <lastmod>2022-03-18</lastmod>
+         <lastmod>2022-03-19</lastmod>
          <changefreq>daily</changefreq>
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-         <lastmod>2022-03-18</lastmod>
+         <lastmod>2022-03-19</lastmod>
          <changefreq>daily</changefreq>
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     <url>
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-         <lastmod>2022-03-18</lastmod>
+         <lastmod>2022-03-19</lastmod>
          <changefreq>daily</changefreq>
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-         <lastmod>2022-03-18</lastmod>
+         <lastmod>2022-03-19</lastmod>
          <changefreq>daily</changefreq>
     </url>
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-         <lastmod>2022-03-18</lastmod>
+         <lastmod>2022-03-19</lastmod>
          <changefreq>daily</changefreq>
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-         <lastmod>2022-03-18</lastmod>
+         <lastmod>2022-03-19</lastmod>
          <changefreq>daily</changefreq>
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     <url>
          <loc>https://csdiy.wiki/%E5%BF%85%E5%AD%A6%E5%B7%A5%E5%85%B7/CMake/</loc>
-         <lastmod>2022-03-18</lastmod>
+         <lastmod>2022-03-19</lastmod>
          <changefreq>daily</changefreq>
     </url>
     <url>
          <loc>https://csdiy.wiki/%E5%BF%85%E5%AD%A6%E5%B7%A5%E5%85%B7/Docker/</loc>
-         <lastmod>2022-03-18</lastmod>
+         <lastmod>2022-03-19</lastmod>
          <changefreq>daily</changefreq>
     </url>
     <url>
          <loc>https://csdiy.wiki/%E5%BF%85%E5%AD%A6%E5%B7%A5%E5%85%B7/Git/</loc>
-         <lastmod>2022-03-18</lastmod>
+         <lastmod>2022-03-19</lastmod>
          <changefreq>daily</changefreq>
     </url>
     <url>
          <loc>https://csdiy.wiki/%E5%BF%85%E5%AD%A6%E5%B7%A5%E5%85%B7/Github/</loc>
-         <lastmod>2022-03-18</lastmod>
+         <lastmod>2022-03-19</lastmod>
          <changefreq>daily</changefreq>
     </url>
     <url>
          <loc>https://csdiy.wiki/%E5%BF%85%E5%AD%A6%E5%B7%A5%E5%85%B7/Latex/</loc>
-         <lastmod>2022-03-18</lastmod>
+         <lastmod>2022-03-19</lastmod>
          <changefreq>daily</changefreq>
     </url>
     <url>
          <loc>https://csdiy.wiki/%E5%BF%85%E5%AD%A6%E5%B7%A5%E5%85%B7/Makefile/</loc>
-         <lastmod>2022-03-18</lastmod>
+         <lastmod>2022-03-19</lastmod>
          <changefreq>daily</changefreq>
     </url>
     <url>
          <loc>https://csdiy.wiki/%E5%BF%85%E5%AD%A6%E5%B7%A5%E5%85%B7/Vim/</loc>
-         <lastmod>2022-03-18</lastmod>
+         <lastmod>2022-03-19</lastmod>
          <changefreq>daily</changefreq>
     </url>
     <url>
          <loc>https://csdiy.wiki/%E5%BF%85%E5%AD%A6%E5%B7%A5%E5%85%B7/tools/</loc>
-         <lastmod>2022-03-18</lastmod>
+         <lastmod>2022-03-19</lastmod>
          <changefreq>daily</changefreq>
     </url>
     <url>
          <loc>https://csdiy.wiki/%E5%BF%85%E5%AD%A6%E5%B7%A5%E5%85%B7/%E7%BF%BB%E5%A2%99/</loc>
-         <lastmod>2022-03-18</lastmod>
+         <lastmod>2022-03-19</lastmod>
          <changefreq>daily</changefreq>
     </url>
     <url>
          <loc>https://csdiy.wiki/%E6%93%8D%E4%BD%9C%E7%B3%BB%E7%BB%9F/CS162/</loc>
-         <lastmod>2022-03-18</lastmod>
+         <lastmod>2022-03-19</lastmod>
          <changefreq>daily</changefreq>
     </url>
     <url>
          <loc>https://csdiy.wiki/%E6%93%8D%E4%BD%9C%E7%B3%BB%E7%BB%9F/MIT6.S081/</loc>
-         <lastmod>2022-03-18</lastmod>
+         <lastmod>2022-03-19</lastmod>
          <changefreq>daily</changefreq>
     </url>
     <url>
          <loc>https://csdiy.wiki/%E6%95%B0%E5%AD%A6%E5%9F%BA%E7%A1%80/MITLA/</loc>
-         <lastmod>2022-03-18</lastmod>
+         <lastmod>2022-03-19</lastmod>
          <changefreq>daily</changefreq>
     </url>
     <url>
          <loc>https://csdiy.wiki/%E6%95%B0%E5%AD%A6%E5%9F%BA%E7%A1%80/MITmaths/</loc>
-         <lastmod>2022-03-18</lastmod>
+         <lastmod>2022-03-19</lastmod>
          <changefreq>daily</changefreq>
     </url>
     <url>
          <loc>https://csdiy.wiki/%E6%95%B0%E5%AD%A6%E5%9F%BA%E7%A1%80/information/</loc>
-         <lastmod>2022-03-18</lastmod>
+         <lastmod>2022-03-19</lastmod>
          <changefreq>daily</changefreq>
     </url>
     <url>
          <loc>https://csdiy.wiki/%E6%95%B0%E5%AD%A6%E8%BF%9B%E9%98%B6/6.042J/</loc>
-         <lastmod>2022-03-18</lastmod>
+         <lastmod>2022-03-19</lastmod>
          <changefreq>daily</changefreq>
     </url>
     <url>
          <loc>https://csdiy.wiki/%E6%95%B0%E5%AD%A6%E8%BF%9B%E9%98%B6/CS126/</loc>
-         <lastmod>2022-03-18</lastmod>
+         <lastmod>2022-03-19</lastmod>
          <changefreq>daily</changefreq>
     </url>
     <url>
          <loc>https://csdiy.wiki/%E6%95%B0%E5%AD%A6%E8%BF%9B%E9%98%B6/CS70/</loc>
-         <lastmod>2022-03-18</lastmod>
+         <lastmod>2022-03-19</lastmod>
          <changefreq>daily</changefreq>
     </url>
     <url>
          <loc>https://csdiy.wiki/%E6%95%B0%E5%AD%A6%E8%BF%9B%E9%98%B6/The%20Information%20Theory%2C%20Pattern%20Recognition%2C%20and%20Neural%20Networks/</loc>
-         <lastmod>2022-03-18</lastmod>
+         <lastmod>2022-03-19</lastmod>
          <changefreq>daily</changefreq>
     </url>
     <url>
          <loc>https://csdiy.wiki/%E6%95%B0%E5%AD%A6%E8%BF%9B%E9%98%B6/convex/</loc>
-         <lastmod>2022-03-18</lastmod>
+         <lastmod>2022-03-19</lastmod>
          <changefreq>daily</changefreq>
     </url>
     <url>
          <loc>https://csdiy.wiki/%E6%95%B0%E5%AD%A6%E8%BF%9B%E9%98%B6/numerical/</loc>
-         <lastmod>2022-03-18</lastmod>
+         <lastmod>2022-03-19</lastmod>
          <changefreq>daily</changefreq>
     </url>
     <url>
          <loc>https://csdiy.wiki/%E6%95%B0%E6%8D%AE%E5%BA%93%E7%B3%BB%E7%BB%9F/15445/</loc>
-         <lastmod>2022-03-18</lastmod>
+         <lastmod>2022-03-19</lastmod>
          <changefreq>daily</changefreq>
     </url>
     <url>
          <loc>https://csdiy.wiki/%E6%95%B0%E6%8D%AE%E5%BA%93%E7%B3%BB%E7%BB%9F/CS186/</loc>
-         <lastmod>2022-03-18</lastmod>
+         <lastmod>2022-03-19</lastmod>
          <changefreq>daily</changefreq>
     </url>
     <url>
          <loc>https://csdiy.wiki/%E6%95%B0%E6%8D%AE%E7%A7%91%E5%AD%A6/Data100/</loc>
-         <lastmod>2022-03-18</lastmod>
+         <lastmod>2022-03-19</lastmod>
          <changefreq>daily</changefreq>
     </url>
     <url>
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-         <lastmod>2022-03-18</lastmod>
+         <lastmod>2022-03-19</lastmod>
          <changefreq>daily</changefreq>
     </url>
     <url>
          <loc>https://csdiy.wiki/%E6%95%B0%E6%8D%AE%E7%BB%93%E6%9E%84%E4%B8%8E%E7%AE%97%E6%B3%95/CS106B_CS106X/</loc>
-         <lastmod>2022-03-18</lastmod>
+         <lastmod>2022-03-19</lastmod>
          <changefreq>daily</changefreq>
     </url>
     <url>
          <loc>https://csdiy.wiki/%E6%95%B0%E6%8D%AE%E7%BB%93%E6%9E%84%E4%B8%8E%E7%AE%97%E6%B3%95/CS170/</loc>
-         <lastmod>2022-03-18</lastmod>
+         <lastmod>2022-03-19</lastmod>
          <changefreq>daily</changefreq>
     </url>
     <url>
          <loc>https://csdiy.wiki/%E6%95%B0%E6%8D%AE%E7%BB%93%E6%9E%84%E4%B8%8E%E7%AE%97%E6%B3%95/CS61B/</loc>
-         <lastmod>2022-03-18</lastmod>
+         <lastmod>2022-03-19</lastmod>
          <changefreq>daily</changefreq>
     </url>
     <url>
          <loc>https://csdiy.wiki/%E6%9C%BA%E5%99%A8%E5%AD%A6%E4%B9%A0/CS189/</loc>
-         <lastmod>2022-03-18</lastmod>
+         <lastmod>2022-03-19</lastmod>
          <changefreq>daily</changefreq>
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     <url>
          <loc>https://csdiy.wiki/%E6%9C%BA%E5%99%A8%E5%AD%A6%E4%B9%A0/CS229/</loc>
-         <lastmod>2022-03-18</lastmod>
+         <lastmod>2022-03-19</lastmod>
          <changefreq>daily</changefreq>
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     <url>
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-         <lastmod>2022-03-18</lastmod>
+         <lastmod>2022-03-19</lastmod>
          <changefreq>daily</changefreq>
     </url>
     <url>
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-         <lastmod>2022-03-18</lastmod>
+         <lastmod>2022-03-19</lastmod>
          <changefreq>daily</changefreq>
     </url>
     <url>
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-         <lastmod>2022-03-18</lastmod>
+         <lastmod>2022-03-19</lastmod>
          <changefreq>daily</changefreq>
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     <url>
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-         <lastmod>2022-03-18</lastmod>
+         <lastmod>2022-03-19</lastmod>
          <changefreq>daily</changefreq>
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     <url>
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-         <lastmod>2022-03-18</lastmod>
+         <lastmod>2022-03-19</lastmod>
          <changefreq>daily</changefreq>
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     <url>
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-         <lastmod>2022-03-18</lastmod>
+         <lastmod>2022-03-19</lastmod>
          <changefreq>daily</changefreq>
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-         <lastmod>2022-03-18</lastmod>
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     <url>
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-         <lastmod>2022-03-18</lastmod>
+         <lastmod>2022-03-19</lastmod>
          <changefreq>daily</changefreq>
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-         <lastmod>2022-03-18</lastmod>
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-         <lastmod>2022-03-18</lastmod>
+         <lastmod>2022-03-19</lastmod>
          <changefreq>daily</changefreq>
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-         <lastmod>2022-03-18</lastmod>
+         <lastmod>2022-03-19</lastmod>
          <changefreq>daily</changefreq>
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-         <lastmod>2022-03-18</lastmod>
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-         <lastmod>2022-03-18</lastmod>
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-         <lastmod>2022-03-18</lastmod>
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-         <lastmod>2022-03-18</lastmod>
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-         <lastmod>2022-03-18</lastmod>
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-         <lastmod>2022-03-18</lastmod>
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-         <lastmod>2022-03-18</lastmod>
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-         <lastmod>2022-03-18</lastmod>
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-         <lastmod>2022-03-18</lastmod>
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-         <lastmod>2022-03-18</lastmod>
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-         <lastmod>2022-03-18</lastmod>
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-         <lastmod>2022-03-18</lastmod>
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-         <lastmod>2022-03-18</lastmod>
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-         <lastmod>2022-03-18</lastmod>
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class=md-nav__item> <a href=../../%E5%90%8E%E8%AE%B0/ class=md-nav__link> 后记 </a> </li> </ul> </nav> </div> </div> </div> <div class="md-sidebar md-sidebar--secondary" data-md-component=sidebar data-md-type=toc> <div class=md-sidebar__scrollwrap> <div class=md-sidebar__inner> <nav class="md-nav md-nav--secondary" aria-label=目录> <label class=md-nav__title for=__toc> <span class="md-nav__icon md-icon"></span> 目录 </label> <ul class=md-nav__list data-md-component=toc data-md-scrollfix> <li class=md-nav__item> <a href=#_1 class=md-nav__link> 课程简介 </a> </li> <li class=md-nav__item> <a href=#_2 class=md-nav__link> 课程资源 </a> </li> <li class=md-nav__item> <a href=#_3 class=md-nav__link> 资源汇总 </a> </li> </ul> </nav> </div> </div> </div> <div class=md-content data-md-component=content> <article class="md-content__inner md-typeset"> <a href=https://github.com/pkuflyingpig/cs-self-learning/edit/master/docs/并行与分布式系统/CS149.md title=编辑此页 class="md-content__button md-icon"> <svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M20.71 7.04c.39-.39.39-1.04 0-1.41l-2.34-2.34c-.37-.39-1.02-.39-1.41 0l-1.84 1.83 3.75 3.75M3 17.25V21h3.75L17.81 9.93l-3.75-3.75L3 17.25z"/></svg> </a> <h1>CMU 15-418/Stanford CS149: Parallel Computing</h1> <h2 id=_1>课程简介</h2> <ul> <li>所属大学：CMU 和 Stanford</li> <li>先修要求：计算机体系结构，熟悉C++</li> <li>编程语言：C++</li> <li>课程难度：🌟🌟🌟🌟🌟</li> <li>预计学时：150小时</li> </ul> <p><a href=http://www.cs.cmu.edu/~kayvonf>Kayvon Fatahalian</a>教授此前在CMU开了15-418这门课，后来他成为Stanford的助理教授后又开了类似的课程CS149。但总体来说，15-418包含的课程内容更丰富，并且有课程回放，但CS149的编程作业更fashion一些。我个人是观看的15-418的课程录影但完成的CS149的作业。</p> <p>这门课会带你深入理解现代并行计算架构的设计原则与必要权衡，并学会如何充分利用硬件资源以及软件编程框架（例如CUDA，MPI，OpenMP等）编写高性能的并行程序。由于并行计算架构的复杂性，这门课会涉及诸多高级体系结构与网络通信的内容，知识点相当底层且硬核。与此同时，5个编程作业则是从软件的层面培养学生对上层抽象的理解与运用，具体会让你分析并行程序的瓶颈、编写多线程同步代码、学习CUDA编程、OpenMP编程以及前段时间大热的Spark框架等等。真正意义上将理论与实践完美地结合在了一起。</p> <h2 id=_2>课程资源</h2> <ul> <li>课程网站：<a href=http://15418.courses.cs.cmu.edu/spring2016/ >CMU15418</a>，<a href=http://35.227.169.186/cs149/fall21>CS149</a></li> <li><a href=http://15418.courses.cs.cmu.edu/spring2016/lectures>课程视频</a></li> <li>课程教材：无</li> <li><a href=http://35.227.169.186/cs149/fall21>课程作业</a>：5个编程作业</li> </ul> <h2 id=_3>资源汇总</h2> <p>我在学习这门课中用到的所有资源和作业实现都汇总在<a href=https://github.com/PKUFlyingPig/CS149-parallel-computing>这个Github仓库</a>中。</p> <hr> <div class=md-source-file> <small> 最后更新: <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">December 9, 2021</span> </small> </div> </article> </div> </div> <a href=# class="md-top md-icon" data-md-component=top data-md-state=hidden> <svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M13 20h-2V8l-5.5 5.5-1.42-1.42L12 4.16l7.92 7.92-1.42 1.42L13 8v12z"/></svg> 回到页面顶部 </a> </main> <footer class=md-footer> <nav class="md-footer__inner md-grid" aria-label=页脚> <a href=../../%E6%93%8D%E4%BD%9C%E7%B3%BB%E7%BB%9F/CS162/ class="md-footer__link md-footer__link--prev" aria-label="上一页: UCB 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class=md-nav__item> <a href=../../%E5%90%8E%E8%AE%B0/ class=md-nav__link> 后记 </a> </li> </ul> </nav> </div> </div> </div> <div class="md-sidebar md-sidebar--secondary" data-md-component=sidebar data-md-type=toc> <div class=md-sidebar__scrollwrap> <div class=md-sidebar__inner> <nav class="md-nav md-nav--secondary" aria-label=目录> <label class=md-nav__title for=__toc> <span class="md-nav__icon md-icon"></span> 目录 </label> <ul class=md-nav__list data-md-component=toc data-md-scrollfix> <li class=md-nav__item> <a href=#_1 class=md-nav__link> 课程简介 </a> </li> <li class=md-nav__item> <a href=#_2 class=md-nav__link> 课程资源 </a> </li> <li class=md-nav__item> <a href=#_3 class=md-nav__link> 资源汇总 </a> </li> </ul> </nav> </div> </div> </div> <div class=md-content data-md-component=content> <article class="md-content__inner md-typeset"> <a href=https://github.com/pkuflyingpig/cs-self-learning/edit/master/docs/并行与分布式系统/CS149.md title=编辑此页 class="md-content__button md-icon"> <svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M20.71 7.04c.39-.39.39-1.04 0-1.41l-2.34-2.34c-.37-.39-1.02-.39-1.41 0l-1.84 1.83 3.75 3.75M3 17.25V21h3.75L17.81 9.93l-3.75-3.75L3 17.25z"/></svg> </a> <h1>CMU 15-418/Stanford CS149: Parallel Computing</h1> <h2 id=_1>课程简介</h2> <ul> <li>所属大学：CMU 和 Stanford</li> <li>先修要求：计算机体系结构，熟悉C++</li> <li>编程语言：C++</li> <li>课程难度：🌟🌟🌟🌟🌟</li> <li>预计学时：150小时</li> </ul> <p><a href=http://www.cs.cmu.edu/~kayvonf>Kayvon Fatahalian</a>教授此前在CMU开了15-418这门课，后来他成为Stanford的助理教授后又开了类似的课程CS149。但总体来说，15-418包含的课程内容更丰富，并且有课程回放，但CS149的编程作业更fashion一些。我个人是观看的15-418的课程录影但完成的CS149的作业。</p> <p>这门课会带你深入理解现代并行计算架构的设计原则与必要权衡，并学会如何充分利用硬件资源以及软件编程框架（例如CUDA，MPI，OpenMP等）编写高性能的并行程序。由于并行计算架构的复杂性，这门课会涉及诸多高级体系结构与网络通信的内容，知识点相当底层且硬核。与此同时，5个编程作业则是从软件的层面培养学生对上层抽象的理解与运用，具体会让你分析并行程序的瓶颈、编写多线程同步代码、学习CUDA编程、OpenMP编程以及前段时间大热的Spark框架等等。真正意义上将理论与实践完美地结合在了一起。</p> <h2 id=_2>课程资源</h2> <ul> <li>课程网站：<a href=http://15418.courses.cs.cmu.edu/spring2016/ >CMU15418</a>，<a href=https://gfxcourses.stanford.edu/cs149/fall21>CS149</a></li> <li><a href=http://15418.courses.cs.cmu.edu/spring2016/lectures>课程视频</a></li> <li>课程教材：无</li> <li><a href=https://gfxcourses.stanford.edu/cs149/fall21>课程作业</a>：5个编程作业</li> </ul> <h2 id=_3>资源汇总</h2> <p>我在学习这门课中用到的所有资源和作业实现都汇总在<a href=https://github.com/PKUFlyingPig/CS149-parallel-computing>这个Github仓库</a>中。</p> <hr> <div class=md-source-file> <small> 最后更新: <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">March 19, 2022</span> </small> </div> </article> </div> </div> <a href=# class="md-top md-icon" data-md-component=top data-md-state=hidden> <svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M13 20h-2V8l-5.5 5.5-1.42-1.42L12 4.16l7.92 7.92-1.42 1.42L13 8v12z"/></svg> 回到页面顶部 </a> </main> <footer class=md-footer> <nav class="md-footer__inner md-grid" aria-label=页脚> <a href=../../%E6%93%8D%E4%BD%9C%E7%B3%BB%E7%BB%9F/CS162/ class="md-footer__link md-footer__link--prev" 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