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‎index.html

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<!DOCTYPE html>
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<html lang="en"><head>
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<script src="slides_files/libs/clipboard/clipboard.min.js"></script>
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<script src="slides_files/libs/quarto-html/tabby.min.js"></script>
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<link href="index_files/libs/quarto-html/quarto-syntax-highlighting.css" rel="stylesheet" id="quarto-text-highlighting-styles">
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<link href="index_files/libs/quarto-contrib/fontawesome6-0.1.0/latex-fontsize.css" rel="stylesheet"><meta charset="utf-8">
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<meta name="generator" content="quarto-1.5.53">
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<meta name="author" content="George G. Vega Yon, Ph.D.">
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<meta name="apple-mobile-web-app-capable" content="yes">
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<meta name="apple-mobile-web-app-status-bar-style" content="black-translucent">
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<meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no, minimal-ui">
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<link rel="stylesheet" href="slides_files/libs/revealjs/dist/reset.css">
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<link rel="stylesheet" href="index_files/libs/revealjs/dist/reveal.css">
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<style>
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code{white-space: pre-wrap;}
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span.smallcaps{font-variant: small-caps;}
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div.csl-indent {
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margin-left: 2em;
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} </style>
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<link rel="stylesheet" href="slides_files/libs/revealjs/dist/theme/quarto.css">
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<style type="text/css">
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</ul>
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<img data-src="slides_files/figure-revealjs/unnamed-chunk-3-1.svg" class="r-stretch quarto-figure-center"><p class="caption">Overhead cost of parallelization: Fitting <span class="math inline">\(y = \alpha + \beta_k X_k + \varepsilon,\quad k = 1, \dots\)</span> (more about this later)</p></section></section>
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<img data-src="index_files/figure-revealjs/unnamed-chunk-3-1.svg" class="r-stretch quarto-figure-center"><p class="caption">Overhead cost of parallelization: Fitting <span class="math inline">\(y = \alpha + \beta_k X_k + \varepsilon,\quad k = 1, \dots\)</span> (more about this later)</p></section></section>
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<section>
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<section id="parallel-computing-in-r" class="title-slide slide level1 center" data-background-color="#515A5A">
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<h1>Parallel computing in R</h1>
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<span id="cb5-13"><a href=""></a>})</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
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<div class="cell-output cell-output-stdout">
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<pre><code>[[1]]
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[1] "Hello from process #99569. x = 20"
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[1] "Hello from process #71166. x = 20"
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[[2]]
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[1] "Hello from process #99570. x = 20"
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[1] "Hello from process #71168. x = 20"
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[[3]]
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[1] "Hello from process #99567. x = 20"
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[1] "Hello from process #71167. x = 20"
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[[4]]
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[1] "Hello from process #99568. x = 20"</code></pre>
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[1] "Hello from process #71169. x = 20"</code></pre>
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</div>
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<div class="sourceCode cell-code" id="cb7"><pre class="sourceCode numberSource r number-lines code-with-copy"><code class="sourceCode r"><span id="cb7-1"><a href=""></a><span class="co"># 4. STOP THE CLUSTER</span></span>
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<span id="cb7-2"><a href=""></a><span class="fu">stopCluster</span>(cl)</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
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<span id="cb18-16"><a href=""></a>)</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
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<div class="cell-output cell-output-stdout">
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<pre><code>Unit: relative
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expr min lq mean median uq max neval cld
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parallel 1.000000 1.000000 1.000000 1.000000 1.000000 1.0000000 10 a
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serial 2.846111 2.825279 1.786197 2.788709 2.409329 0.5461332 10 b</code></pre>
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expr min lq mean median uq max neval cld
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parallel 1.00000 1.000000 1.000000 1.000000 1.0000 1.000000 10 a
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serial 2.70971 2.691232 2.640061 2.655794 2.6153 2.448918 10 b</code></pre>
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</section>
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<span id="cb30-6"><a href=""></a>)</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
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<div class="cell-output cell-output-stdout">
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<pre><code>Unit: relative
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expr min lq mean median uq max neval cld
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parallel 1.000000 1.000000 1.000000 1.000000 1.000000 1.000000 10 a
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serial 2.645864 2.323571 1.871619 2.170609 1.980968 1.190263 10 b</code></pre>
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expr min lq mean median uq max neval cld
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parallel 1.000000 1.000000 1.000000 1.000000 1.00000 1.000000 10 a
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serial 2.384683 2.166767 2.029347 2.121597 2.55214 1.237447 10 b</code></pre>
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<div class="sourceCode cell-code" id="cb32"><pre class="sourceCode numberSource r number-lines code-with-copy"><code class="sourceCode r"><span id="cb32-1"><a href=""></a>parallel<span class="sc">::</span><span class="fu">stopCluster</span>(cl)</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
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</tr>
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<tr class="even">
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<td style="text-align: left;">Elapsed</td>
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<td style="text-align: left;">2.742</td>
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<td style="text-align: left;">6.646</td>
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<td style="text-align: left;">1.152</td>
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<td style="text-align: left;">0.650</td>
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<td style="text-align: left;">2.638</td>
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<td style="text-align: left;">6.215</td>
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<td style="text-align: left;">1.157</td>
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<td style="text-align: left;">0.666</td>
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</tr>
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</tbody>
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</table>
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<div>
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<figure>
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<p><img data-src="slides_files/figure-revealjs/unnamed-chunk-20-1.jpeg" width="300" height="300"></p>
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<p><img data-src="index_files/figure-revealjs/unnamed-chunk-20-1.jpeg" width="300" height="300"></p>
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</figure>
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</div>
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<span id="cb39-21"><a href=""></a>)</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
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<pre><code>Unit: relative
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expr min lq mean median uq max neval cld
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parallel 1.000000 1.000000 1.000000 1.000000 1.000000 1.000000 10 a
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serial 2.035776 2.022475 2.016777 2.039532 2.070847 1.956803 10 b</code></pre>
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expr min lq mean median uq max neval cld
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parallel 1.000000 1.0000 1.00000 1.000000 1.000000 1.000000 10 a
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serial 1.867702 1.8882 1.98731 1.907443 2.290021 2.120476 10 b</code></pre>
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</section>
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<script>window.backupDefine = window.define; window.define = undefined;</script>
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<script src="index_files/libs/revealjs/dist/reveal.js"></script>
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<!-- reveal.js plugins -->
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<script src="slides_files/libs/revealjs/plugin/quarto-line-highlight/line-highlight.js"></script>
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<script src="slides_files/libs/revealjs/plugin/pdf-export/pdfexport.js"></script>
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<script src="index_files/libs/revealjs/plugin/quarto-line-highlight/line-highlight.js"></script>
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<script src="index_files/libs/revealjs/plugin/pdf-export/pdfexport.js"></script>
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