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<html>
<head>
<title>CIS 565: GPU Programming and Architecture. Fall 2013.</title>
<meta http-equiv="Content-Type" content="text/html; charset=utf-8" />
<style type="text/css">
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</head>
<body>
<table border="0" summary="" width="800">
<tr align="center">
<td>
<h1>CIS 565: GPU Programming and Architecture</h1>
<p align="center">
Fall 2014
</p>
<p align="center">
University of Pennsylvania<br />
<a href="http://cg.cis.upenn.edu/index.html">Computer Graphics @ Penn</a><br/><br/>
<img src="images/banner.png" width="640" height="120" alt="Student Projects" /><br />
</p>
</td>
<td valign="top">
<img src ="images/shield.gif" width="63" height="70" alt="University of Pennsylvania" />
</td>
</tr>
<tr align="center">
<td>
<br />
<a href="index.html">Course Overview</a> •
<a href="faq.html">FAQ</a> •
Schedule •
<a href="studentwork.html">Student Work</a> •
<a href="http://cis565-fall-2013.github.com/">Previous semester</a>
</td>
</tr>
</table>
<br />
<table border="1" summary="" width="1200">
<tr style="font-size:125%">
<td>Date</td><td>Topic</td><td>Lecturer</td><td>Project</td><td>Reading</td>
</tr>
<!---------------------------------------------------------------------------->
<tr class="noClass">
<td>Monday, 09/01</td>
<td>Off. Labor Day</td> <!-- Topic -->
<td></td> <!-- Lecturer -->
<td></td> <!-- Project -->
<td></td> <!-- Reading -->
</tr>
<!---------------------------------------------------------------------------->
<tr class="finishedClass">
<td>Monday, 09/09</td>
<td>
Course Overview<br />GPU Architecture Overview
<p class="slidesEtc">
Slides: <a href="lectures/09-08-Course-Overview.pptx">Part I</a> • <a href="lectures/09-08-GPU-Architecture-Overview.pptx">Part II</a>
</p>
</td> <!-- Topic -->
<td>Patrick</td> <!-- Lecturer -->
<td></td> <!-- Project -->
<td><a href="http://www.lighterra.com/papers/modernmicroprocessors/">Modern Microprocessors. A 90 Minute Guide!</a><br />PMPP Chapter 1</td> <!-- Reading -->
</tr>
<!---------------------------------------------------------------------------->
<tr class="finishedClass">
<td>Monday, 09/15</td>
<td>Introduction to CUDA<br />Parallel Algorithms
<p class="slidesEtc">
Slides: <a href="lectures/09-15-CUDA-Introduction-1-of-2.pptx">CUDA 1</a> • <a href="lectures/09-15-CUDA-Introduction-2-of-2.pptx">CUDA 2</a> • <a href="lectures/09-15-Parallel-Algorithms.pptx">Algorithms</a>
</p>
</td> <!-- Topic -->
<td>Patrick</td> <!-- Lecturer -->
<td><a href="https://github.com/CIS565-Fall-2014/Project-0">P0 due.</a><br/>P1 released.</td> <!-- Project -->
<td>PMPP Chapters 3, 4, and 5<br/><a href="http://http.developer.nvidia.com/GPUGems3/gpugems3_ch39.html">Parallel Prefix Sum (Scan) with CUDA</a></td> <!-- Reading -->
</tr>
<!---------------------------------------------------------------------------->
<tr class="finishedClass">
<td>Monday, 09/22</td>
<td>CUDA Profiling and Debugging Lab
<p class="slidesEtc">
Slides: <a href="lectures/09-22-CUDA-Profiling-and-Debugging.pptx">slides</a>
</p>
</td> <!-- Topic -->
<td>
<a href="http://www.colorseffectscode.com/">Zakiuddin Shehzan Ayub Mohammed</a><br /><br /><a href="http://www.arrayfire.com/">ArrayFire</a>
</td> <!-- Lecturer -->
<td>P1 due. P2 released.</td> <!-- Project -->
<td></td> <!-- Reading -->
</tr>
<!---------------------------------------------------------------------------->
<tr class="finishedClass">
<td>Monday, 09/29</td>
<td>
Physically-Based Rendering<br /><br />
Realistically Bad Data
<p class="slidesEtc">
Slides: <a href="lectures/09-29-Physically-Based-Rendering.pdf">path tracing </a> <br/>
<a href="lectures/09-29-Realistically-Bad-Data.pptx">bad data</a>
</p>
</td> <!-- Topic -->
<td>
<a href="http://www.harmonymli.com">Harmony Li</a><br /><br />
<a href="http://liamboone.blogspot.com/">Liam Boone</a><br /><br /><a href="http://www.sandia.gov/" target="_blank">Sandia National Laboratories</a>
</td> <!-- Lecturer -->
<td>P2 due. P3 released.</td> <!-- Project -->
<td></td> <!-- Reading -->
</tr>
<!---------------------------------------------------------------------------->
<tr class="finishedClass">
<td>Monday, 10/06</td>
<td>
Large Scale Data Management on the GPU<br /><br />
Optimizing GPU matrix multiplies for deep learning networks
<p class="slidesEtc">
Slides: <a href="lectures/10-06-Large-Scale-Data-Management-on-the-GPU.pdf">data management</a>
</p>
</td> <!-- Topic -->
<td>
<a href="http://www.kaldewey.com/">Tim Kaldewey</a><br /><br /><a href="http://researchweb.watson.ibm.com/labs/watson/index.shtml">IBM Thomas J. Watson Research Center</a>
</td> <!-- Lecturer -->
<td></td> <!-- Project -->
<td>Handed out in class</td> <!-- Reading -->
</tr>
<!---------------------------------------------------------------------------->
<tr class="finishedClass">
<td>Monday, 10/13</td>
<td>Graphics Pipeline
<p class="slidesEtc">
<a href="lectures/10-13-Graphics-Pipeline.pptx">slides</a>
</p>
</td> <!-- Topic -->
<td>Patrick</td> <!-- Lecturer -->
<td>P3 due (10/12). P4 released (10/14).</td> <!-- Project -->
<td>
RTR Chapters 1 and 2<br />
<a href="http://www.realtimerendering.com/blog/improved-graphics-transforms-demo/" target="_blank">Graphics Transforms (demo)</a><br />
<a href="http://www.andersriggelsen.dk/glblendfunc.php" target="_blank">Blending (demo)</a>
</td> <!-- Reading -->
</tr>
<!---------------------------------------------------------------------------->
<tr class="finishedClass">
<td>Monday, 10/20</td>
<td>
WebGL: Survey, Status and Futures
<p class="slidesEtc">
<a href="https://www.khronos.org/webgl/wiki/Presentations#University_of_Pennsylvania_Fall_2014">Slides</a> •
<a href="lectures/10-20-WebGL.pdf">Abstract</a>
</p>
</td> <!-- Topic -->
<td>
<a href="https://twitter.com/gfxprogrammer" target="_blank">Ken Russell</a><br /><br />
<a href="https://www.google.com/intl/en/about/" target="_blank">Google</a>
</td> <!-- Lecturer -->
<td>
</td> <!-- Project -->
<td></td> <!-- Reading -->
</tr>
<!---------------------------------------------------------------------------->
<tr class="finishedClass">
<td>Monday, 10/27</td>
<td>
<p>Shadows</p>
GLSL<br />
OpenGL and WebGL
<p class="slidesEtc">
Slides:
<a href="lectures/10-27-Shadows.pdf">Shadows</a> •
<a href="lectures/10-27-GLSL-Introduction.pptx">GLSL</a> •
<a href="lectures/10-27-OpenGL-and-WebGL.pptx">OpenGL</a>
</p>
</td> <!-- Topic -->
<td>
<p>
<a href="http://lilleyse.carbonmade.com/" target="_blank">Sean Lilley</a><br />
<a href="http://philadelphiagamelab.org/" target="_blank">Philadelphia Game Lab</a>
</p>
Patrick
</td> <!-- Lecturer -->
<td>P4 due.</td> <!-- Project -->
<td>RTR Section 9.1</td> <!-- Reading -->
</tr>
<!---------------------------------------------------------------------------->
<tr class="finishedClass">
<td>Monday, 11/03</td>
<td>
Deferred Shading<br />
SSAO<br /><br />
Deferred Shading project tutorial
<p class="slidesEtc">
Slides:
<a href="lectures/11-03-Deferred-Shading.pptx">Deferred Shading</a> •
<a href="lectures/11-03-Ambient-Occlusion.pptx">SSAO</a>
</p>
</td> <!-- Topic -->
<td>
Patrick
</td> <!-- Lecturer -->
<td>P4 due. P5 released.</td> <!-- Project -->
<td><a href="https://hacks.mozilla.org/2014/01/webgl-deferred-shading/
" target="_blank">WebGL Deferred Shading</a></td> <!-- Reading -->
</tr>
<!---------------------------------------------------------------------------->
<tr class="finishedClass">
<td>Monday, 11/10</td>
<td>
WebGL Debugging and Profiling Tools<br /><br />
Final Project Kickoff
<p class="slidesEtc">
Slides:
<a href="lectures/11-10-Final-Project-Ideas.pptx">Final Project</a>
</p>
</td> <!-- Topic -->
<td>Patrick</td> <!-- Lecturer -->
<td>P5 due Wednesday 11/12.</td> <!-- Project -->
<td><a href="http://www.realtimerendering.com/blog/webgl-debugging-and-profiling-tools/" target="_blank">WebGL Debugging and Profiling Tools</a></td> <!-- Reading -->
</tr>
<!---------------------------------------------------------------------------->
<tr class="finishedClass">
<td>Monday, 11/17</td>
<td>Final Project Pitches</td> <!-- Topic -->
<td></td> <!-- Lecturer -->
<td></td> <!-- Project -->
<td></td> <!-- Reading -->
</tr>
<!---------------------------------------------------------------------------->
<tr class="finishedClass">
<td>Monday, 11/24</td>
<td>
Level Set Models for Computer Graphics<br/><br/>
Final Project Alpha Presentations
<p class="slidesEtc">
<a href="https://www.cs.drexel.edu/~david/Downloads/LS_Models.pdf">Slides</a>
</p>
</td> <!-- Topic -->
<td>
<a href="https://www.cs.drexel.edu/~david/" target="_blank">David Breen</a><br /><br />
<a href="http://www.drexel.edu/" target="_blank">Drexel University</a>
</td> <!-- Lecturer -->
<td></td> <!-- Project -->
<td></td> <!-- Reading -->
</tr>
<!---------------------------------------------------------------------------->
<tr class="finishedClass">
<td>Monday, 12/01</td>
<td>
Luma: A Progressive, Physically Based Renderer, in WebGL.<br/><br/>
Final Project Beta Presentations
<p class="slidesEtc">
<a href="lectures/12-01-Luma.pdf">Abstract</a> •
<a href="http://www.floored.com/blog/2014/slide-deck-from-nick-brancaccios-presentation-at-upenn-on-deferred-rendering-in-webgl-at-floored" target="_blank">Slides</a>
</p>
</td> <!-- Topic -->
<td>
<a href="https://twitter.com/pastasfuture" target="_blank">Nicholas Brancaccio</a><br /><br />
<a href="http://floored.com/" target="_blank">Floored</a>
</td> <!-- Lecturer -->
<td></td> <!-- Project -->
<td></td> <!-- Reading -->
</tr>
<!---------------------------------------------------------------------------->
<tr class="finishedClass">
<td>Monday, 12/08</td>
<td>
Final Project Final Presentations
<p>
Selected topics from previous semesters
<ul>
<li class="slidesEtc">CUDA Performance (<a href="http://cis565-fall-2013.github.io/lectures/09-23-CUDA-Performance.pptx">pptx</a>) and CUDA Odds and Ends (<a href="http://cis565-fall-2013.github.io/lectures/10-02-CUDA-Odds-and-Ends.pptx">pptx</a>) - covered in pieces during this semester</li>
<li class="slidesEtc">Perspectives on Mobile Graphics, OpenGL, and the Future of Graphics Programming (<a href="http://cis565-fall-2012.github.io/lectures/11-12-Graphics-Mobile-APIs-Life.pdf">pdf</a>) by <a href="http://www.linkedin.com/in/daveshreiner" target="_blank">Dave Shreiner</a>, ARM</li>
<li class="slidesEtc">Mobile GPUs (<a href="http://cis565-spring-2012.github.io/lectures/04-11-Mobile-GPUs.pptx">pptx</a>) and Modern GPU Architectures (<a href="http://cis565-spring-2012.github.io/lectures/04-18-Modern-GPUs.pptx">pptx</a>) by <a href="http://vsampath.com/" target="_blank">Varun Sampath</a>, now NVIDIA</li>
<li class="slidesEtc">Mobile Graphics (<a href="http://cis565-spring-2012.github.io/lectures/04-16-Mobile-Graphics.pptx">pptx</a>)</li>
<li class="slidesEtc">Z-buffer optimizations (<a href="http://cis565-fall-2013.github.io/lectures/11-06-Z-Buffer-Optimizations.pptx">pptx</a>)</li>
<li class="slidesEtc">glTF and Rest3D (<a href="http://cis565-fall-2013.github.io/lectures/12-04-glTF-and-rest3d.pptx">pptx</a>)</li>
<li class="slidesEtc">OpenGL Buffer Transfers (<a href="http://cis565-spring-2012.github.io/lectures/03-28-OpenGL-Buffer-Transfers.pptx">pptx</a>)</li>
<ul>
</p>
</td> <!-- Topic -->
<td></td> <!-- Lecturer -->
<td></td> <!-- Project -->
<td></td> <!-- Reading -->
</tr>
<!---------------------------------------------------------------------------->
</table>
<p>
Potential topics in pseudo-order:
<ul>
<li>GPU architecture</li>
<li>GPU compute and parallel algorithms</li>
<li>Physically-based shading and path tracing on the GPU</li>
<li>Graphics pipeline</li>
<ul>
<li>OpenGL ES 2.0 and WebGL</li>
<li>Geometry shaders and OpenGL 3.x</li>
<li>Tessellation and compute shaders and OpenGL 4.x</li>
</ul>
<li>GLSL</li >
<li>Shadows</li>
<li>3D engine design</li>
<li>Asset formats</li>
<li>Select OpenGL topics - buffer transfers, debugging, profiling</li>
<li>Deferred shading</li>
<li>Tile-based GPU architectures</li>
</ul>
</p>
</body>
</html>