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Gelieza K
2023-08-07 18:04:15 +02:00
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@@ -15123,14 +15123,51 @@ body[data-format='mobile'] .jp-OutputArea-child .jp-OutputArea-output {
<!-- End of mathjax configuration --></head>
<body class="jp-Notebook" data-jp-theme-light="false" data-jp-theme-name="JupyterLab Dark">
<div id="cell-id=2133c064" class="jp-Cell jp-MarkdownCell jp-Notebook-cell">
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<div class="jp-InputArea jp-Cell-inputArea"><div class="jp-InputPrompt jp-InputArea-prompt">
</div><div class="jp-RenderedHTMLCommon jp-RenderedMarkdown jp-MarkdownOutput " data-mime-type="text/markdown">
<img src="https://upload.wikimedia.org/wikipedia/commons/thumb/3/39/VU_logo.png/800px-VU_logo.png?20161029201021" width="350">
<h3 id="Programming-large-scale-parallel-systems">Programming large-scale parallel systems<a class="anchor-link" href="#Programming-large-scale-parallel-systems">&#182;</a></h3><h3 id="Lectures-on-Julia-for-HPC">Lectures on Julia for HPC<a class="anchor-link" href="#Lectures-on-Julia-for-HPC">&#182;</a></h3><h1 id="Distributed-computing-in-Julia">Distributed computing in Julia<a class="anchor-link" href="#Distributed-computing-in-Julia">&#182;</a></h1><p>by Francesc Verdugo (VU Amsterdam)</p>
<h3 id="Programming-large-scale-parallel-systems">Programming large-scale parallel systems<a class="anchor-link" href="#Programming-large-scale-parallel-systems">&#182;</a></h3><h3 id="Lectures-on-Julia-for-HPC">Lectures on Julia for HPC<a class="anchor-link" href="#Lectures-on-Julia-for-HPC">&#182;</a></h3>
</div>
</div>
</div>
</div><div id="cell-id=aebf6482" class="jp-Cell jp-CodeCell jp-Notebook-cell jp-mod-noOutputs ">
<div class="jp-Cell-inputWrapper">
<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser">
</div>
<div class="jp-InputArea jp-Cell-inputArea">
<div class="jp-InputPrompt jp-InputArea-prompt">In&nbsp;[&nbsp;]:</div>
<div class="jp-CodeMirrorEditor jp-Editor jp-InputArea-editor" data-type="inline">
<div class="CodeMirror cm-s-jupyter">
<div class=" highlight hl-julia"><pre><span></span><span class="k">using</span><span class="w"> </span><span class="n">Printf</span>
<span class="k">function</span><span class="w"> </span><span class="n">answer_checker</span><span class="p">(</span><span class="n">answer</span><span class="p">,</span><span class="n">solution</span><span class="p">)</span>
<span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="n">answer</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="n">solution</span>
<span class="w"> </span><span class="s">&quot;🥳 Well done! &quot;</span>
<span class="w"> </span><span class="k">else</span>
<span class="w"> </span><span class="s">&quot;It&#39;s not correct. Keep trying! 💪&quot;</span>
<span class="w"> </span><span class="k">end</span><span class="w"> </span><span class="o">|&gt;</span><span class="w"> </span><span class="n">println</span>
<span class="k">end</span>
<span class="n">q_1_check</span><span class="p">(</span><span class="n">answer</span><span class="p">)</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">answer_checker</span><span class="p">(</span><span class="n">answer</span><span class="p">,</span><span class="s">&quot;a&quot;</span><span class="p">)</span>
<span class="n">q_2_check</span><span class="p">(</span><span class="n">answer</span><span class="p">)</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">answer_checker</span><span class="p">(</span><span class="n">answer</span><span class="p">,</span><span class="s">&quot;b&quot;</span><span class="p">)</span>
</pre></div>
</div>
</div>
</div>
</div>
</div>
<div id="cell-id=2133c064" class="jp-Cell jp-MarkdownCell jp-Notebook-cell">
<div class="jp-Cell-inputWrapper">
<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser">
</div>
<div class="jp-InputArea jp-Cell-inputArea"><div class="jp-InputPrompt jp-InputArea-prompt">
</div><div class="jp-RenderedHTMLCommon jp-RenderedMarkdown jp-MarkdownOutput " data-mime-type="text/markdown">
<h1 id="Distributed-computing-in-Julia">Distributed computing in Julia<a class="anchor-link" href="#Distributed-computing-in-Julia">&#182;</a></h1><p>by Francesc Verdugo (VU Amsterdam)</p>
<p>Version fall 2022</p>
</div>
@@ -16119,6 +16156,15 @@ bottlenecks. Being aware of the data we are moving when using functions such as
<div class="jp-InputArea jp-Cell-inputArea"><div class="jp-InputPrompt jp-InputArea-prompt">
</div><div class="jp-RenderedHTMLCommon jp-RenderedMarkdown jp-MarkdownOutput " data-mime-type="text/markdown">
<h3 id="Q1-(Distributed.ipynb)">Q1 (Distributed.ipynb)<a class="anchor-link" href="#Q1-(Distributed.ipynb)">&#182;</a></h3><p>How many integers are transferred between master and worker? Including both directions.</p>
<div class="highlight"><pre><span></span><span class="n">a</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">rand</span><span class="p">(</span><span class="kt">Int</span><span class="p">,</span><span class="mi">4</span><span class="p">,</span><span class="mi">4</span><span class="p">)</span>
<span class="n">proc</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">4</span>
<span class="nd">@fetchfrom</span><span class="w"> </span><span class="n">proc</span><span class="w"> </span><span class="n">sum</span><span class="p">(</span><span class="n">a</span><span class="o">^</span><span class="mi">2</span><span class="p">)</span>
</pre></div>
<pre><code>a) 17
b) 32
c) 16^2
d) 65
</code></pre>
</div>
</div>
@@ -16131,9 +16177,8 @@ bottlenecks. Being aware of the data we are moving when using functions such as
<div class="jp-InputPrompt jp-InputArea-prompt">In&nbsp;[&nbsp;]:</div>
<div class="jp-CodeMirrorEditor jp-Editor jp-InputArea-editor" data-type="inline">
<div class="CodeMirror cm-s-jupyter">
<div class=" highlight hl-julia"><pre><span></span><span class="n">a</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">rand</span><span class="p">(</span><span class="kt">Int</span><span class="p">,</span><span class="mi">4</span><span class="p">,</span><span class="mi">4</span><span class="p">)</span>
<span class="n">proc</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">4</span>
<span class="nd">@fetchfrom</span><span class="w"> </span><span class="n">proc</span><span class="w"> </span><span class="n">sum</span><span class="p">(</span><span class="n">a</span><span class="o">^</span><span class="mi">2</span><span class="p">)</span>
<div class=" highlight hl-julia"><pre><span></span><span class="n">answer</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="s">&quot;x&quot;</span><span class="w"> </span><span class="c">#Replace x with a, b, c, or d</span>
<span class="n">q_1_check</span><span class="p">(</span><span class="n">answer</span><span class="p">)</span>
</pre></div>
</div>
@@ -16149,6 +16194,15 @@ bottlenecks. Being aware of the data we are moving when using functions such as
<div class="jp-InputArea jp-Cell-inputArea"><div class="jp-InputPrompt jp-InputArea-prompt">
</div><div class="jp-RenderedHTMLCommon jp-RenderedMarkdown jp-MarkdownOutput " data-mime-type="text/markdown">
<h3 id="Q2-(Distributed.ipynb)">Q2 (Distributed.ipynb)<a class="anchor-link" href="#Q2-(Distributed.ipynb)">&#182;</a></h3><p>How many integers are transferred between master and worker? Including both directions.</p>
<div class="highlight"><pre><span></span><span class="n">a</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">rand</span><span class="p">(</span><span class="kt">Int</span><span class="p">,</span><span class="mi">4</span><span class="p">,</span><span class="mi">4</span><span class="p">)</span>
<span class="n">proc</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">4</span>
<span class="nd">@fetchfrom</span><span class="w"> </span><span class="n">proc</span><span class="w"> </span><span class="n">sum</span><span class="p">(</span><span class="n">a</span><span class="p">[</span><span class="mi">2</span><span class="p">,</span><span class="mi">2</span><span class="p">]</span><span class="o">^</span><span class="mi">2</span><span class="p">)</span>
</pre></div>
<pre><code>a) 2
b) 17
c) 5
d) 32
</code></pre>
</div>
</div>
@@ -16161,9 +16215,8 @@ bottlenecks. Being aware of the data we are moving when using functions such as
<div class="jp-InputPrompt jp-InputArea-prompt">In&nbsp;[&nbsp;]:</div>
<div class="jp-CodeMirrorEditor jp-Editor jp-InputArea-editor" data-type="inline">
<div class="CodeMirror cm-s-jupyter">
<div class=" highlight hl-julia"><pre><span></span><span class="n">a</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">rand</span><span class="p">(</span><span class="kt">Int</span><span class="p">,</span><span class="mi">4</span><span class="p">,</span><span class="mi">4</span><span class="p">)</span>
<span class="n">proc</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">4</span>
<span class="nd">@fetchfrom</span><span class="w"> </span><span class="n">proc</span><span class="w"> </span><span class="n">sum</span><span class="p">(</span><span class="n">a</span><span class="p">[</span><span class="mi">2</span><span class="p">,</span><span class="mi">2</span><span class="p">]</span><span class="o">^</span><span class="mi">2</span><span class="p">)</span>
<div class=" highlight hl-julia"><pre><span></span><span class="n">answer</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="s">&quot;x&quot;</span><span class="w"> </span><span class="c">#Replace x with a, b, c, or d</span>
<span class="n">q_2_check</span><span class="p">(</span><span class="n">answer</span><span class="p">)</span>
</pre></div>
</div>