Add first draft of FP educational resources page

FPBench · Aug 11, 2023 · 019decf · 019decf
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+<!doctype html>
+<html>
+<head>
+  <meta charset="utf-8"/>
+  <title>Education</title>
+  <link rel="stylesheet" type="text/css" href="fpbench.css">
+</head>
+<body>
+  <header>
+    <a href='.' style='color: black; text-decoration: none;'>
+      <img src='img/logo.png' height='150' alt='FPBench Logo' />
+      <h1>Education</h1>
+    </a>
+    <p>Floating-Point Resources</p>
+    <ul>
+      <li><a href="index.html">Home</a></li>
+      <li><a href="benchmarks.html">Benchmarks</a></li>
+      <li><a href="tools.html">Compilers</a></li>
+      <li><a href="spec/index.html">Standards</a></li>
+    </ul>
+  </header>
+
+  <p> This is a work-in-progress list of educational resources 
+    on floating-point representations and other computer numerics topics. </p>
+
+  <a name="papers">
+  <h2> Papers and Posts</h2>
+
+  <dl class="papers">
+
+    <dd> <ul>
+
+      <li> <a href="https://doi.org/10.1145/103162.103163">"What Every Computer
+      Scientist Should Know About Floating-point Arithmetic"</a> by David
+      Goldberg (1991) </li>
+
+      <li> <a href="https://doi.org/10.1109/IPDPS.2018.00068">"Do Developers
+      Understand IEEE Floating Point"</a> by Peter Dinda and Conor Hetland
+      (2018) </li>
+
+      <li> <a href="https://fabiensanglard.net/floating_point_visually_explained/">"Floating
+      Point Visually Explained"</a> by Fabien Sanglard (2017)</li>
+
+      <li> <a href="https://doi.org/10.1109/IEEESTD.2019.8766229">IEEE 754-2019</a>
+      (latest IEEE floating-point standard) </li>
+
+      <li> <a href="https://en.wikipedia.org/wiki/Floating-point_arithmetic">"Floating-point arithmetic"</a>
+      article on Wikipedia </li>
+
+    </ul> </dd>
+
+  </dl>
+
+  <a name="courses">
+  <h2> Course Materials </h2>
+
+  <dl class="courses">
+
+    <dd> <ul>
+
+      <li> <a href="https://pac.pogil.org/index.php/pac/article/view/350">"IEEE Format for Binary Floating Point Numbers"</a>
+        POGIL activity by Pam Smallwood (2023) </li>
+
+      <li> <a href="https://diveintosystems.org/book/C4-Binary/floating_point.html">"Real Numbers in Binary"</a>,
+        a section in the <a href="https://diveintosystems.org">"Dive Into Systems"</a> online systems textbook
+        by Suzanne J. Matthews, Tia Newhall, and Kevin C. Webb (2022) </li>
+
+      <li> <a href="https://www.youtube.com/playlist?list=PLQ8jFTCIpBxWA3QwYtOwAuXclAzRGeznV">"Floating Point"</a>
+        flipped-classroom lecture videos by Mike Lam (2020) w/
+        <a href="https://w3.cs.jmu.edu/lam2mo/cs261/files/10-floating_point.pdf">accompanying slides</a> based on content from
+        <a href="https://csapp.cs.cmu.edu">CS:APP3e</a> textbook by Randal E. Bryant and David R. O'Hallaron (2015) </li>
+
+      <li> <a href="https://tcpp.cs.gsu.edu/curriculum/sites/default/files/paper_25.pdf">"Reproducibility in
+        Parallel Computing using Floating-Point Arithmetic"</a> "peachy assignment" by Ganesh Gopalikrishnan (2018) </li>
+
+    </ul> </dd>
+
+  </dl>
+
+  <a name="videos">
+  <h2> Videos </h2>
+
+  <dl class="videos">
+
+    <dd> <ul>
+
+        <li> <a href="https://www.youtube.com/watch?v=PZRI1IfStY0">"Floating Point Numbers"</a>
+            by Computerphile w/ Tom Scott (2014) </li>
+
+        <li> <a href="https://www.youtube.com/watch?v=f4ekifyijIg">"Floating Point Numbers Part 1 (FP vs Fixed)"</a>
+            by Computerphile w/ Steven Bagley (2019) </li>
+
+        <li> <a href="https://www.youtube.com/watch?v=782QWNOD_Z0">"Floating Point Numbers Part 2 (FP Addition)"</a>
+            by Computerphile w/ Steven Bagley (2019) </li>
+
+        <li> <a href="https://www.youtube.com/watch?v=BN1g6puBuRM">"Visualizing the Floating Point Format"</a>
+            by Akash Murthy (2022) </li>
+
+        <li> <a href="https://www.youtube.com/watch?v=CnECL5x6MwQ">"What Every 21st Century Computer Scientist
+            Should Know About Floating-Point Arithmetic"</a> workshop talk by Bill Zorn (2022) </li>
+
+        <li> <a href="https://youtube.com/watch?v=9AcCrF_nX-I">"Z-Fighting"</a> video about floating-point artifacts
+            in 3d rendering by Jamie King (2012) </li>
+
+        <li> <a href="https://youtube.com/watch?v=9hdFG2GcNuA">"Floats"</a> video about floating-point discretization
+            in Super Mario 64 by Pannenkoek2012 </li>
+
+    </ul> </dd>
+
+  </dl>
+
+  <a name="tools">
+  <h2> Tools and Miscellaneous </h2>
+
+  <dl class="tools">
+
+    <dd> <ul>
+
+      <li> <a href="http://weitz.de/ieee/">IEEE 754 calculator</a> by Edmund Weitz </li>
+
+      <li> <a href="https://bartaz.github.io/ieee754-visualization/">IEEE 754 visualization</a> by Bartek Szopka </li>
+
+      <li> <a href="https://float.exposed/">IEEE 754 visualization</a> by Bartosz Ciechanowski </li>
+
+      <li> <a href="https://github.com/TuringMachinegun/float_visualizer/blob/master/visualizer.ipynb">IPython visualizer notebook</a>
+        by Giovanni Carmantini </li>
+
+      <li> <a href="https://github.com/lam2mo/fp">Floating-point demo utility</a> by Mike Lam </li>
+
+      <li> <a href="https://drive.google.com/drive/folders/1HkgMpxi6hsqLSZj9tSnuCxnFExPPjmvx">FP materials</a> by Artem Yadrov </li>
+
+      <li> <a href="https://people.eecs.berkeley.edu/~wkahan/">William Kahan's website</a>
+        with links to various publications and files </li>
+
+      <li> <a href="http://tom7.org/nand/">"NaN Gates"</a> and <a href="http://tom7.org/grad/">"GradIEEEnt half decent"</a> projects
+        by Tom Murphy ("Tom 7") </li>
+
+      <li> <a href="https://xkcd.com/217">Relevant xkcd</a> </li>
+
+    </ul> </dd>
+
+  </dl>
+
+  <p>This list is primarily maintained for the FPBench research community by
+  <a href="https://w3.cs.jmu.edu/lam2mo/">Mike Lam</a>.
+  If you know of a resource that isn't linked here, please
+  <a href="mailto:fpbench@cs.washington.edu">email the FPBench list</a>.</p>
+
+</body>
+</html>