index.md · wolver/cs217.github.io

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This class meets Tuesday and Thursday from 10:30 - 11:50 AM in [Gates B03](https://campus-map.stanford.edu/?id=07-450&lat=37.43011014&lng=-122.17341616&zoom=17&srch=Gates).

## Teaching Assistants

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<a class="talkdate" href="https://people.stanford.edu/stanfurd/">Nathan Zhang</a> <br>
<span class="speaker">Office Hours Tuesday 12-1 PM Gates 498+Zoom, Friday 3-4 PM Zoom</span> <br>
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## Class Information
<img src="https://www.nsf.gov/images/logos/NSF_4-Color_bitmap_Logo_thumb.jpg">
<p>
Funding for this research/activity was partially provided by the  National Science Foundation Division of Computing and Communication Foundations under award number <a href="https://nsf.gov/awardsearch/showAward?AWD_ID=1563113&HistoricalAwards=false">1563113</a>.
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## Schedule
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## [](#Lectures) Guest Lectures
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<a class="talkdate" href="https://mlcommons.org/en/leadership/">David Kanter, MLCommons</a> <br>
<span class="speaker"> MLPerf</span> <br>
<span class="speakerposition">Thursday February 9, 2023</span>
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<a class="talkdate" href="https://sambanova.ai/">Raghu Prabhakar, Sambanova</a> <br>
<span class="speaker">Reconfigurable Dataflow Architectures</span> <br>
<span class="speakerposition">Tuesday February 14, 2023</span>
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<a class="talkdate" href="https://developer.nvidia.com/blog/author/jcasper/">Jared Casper, Nvidia</a> <br>
<span class="speaker">Large Language Models</span> <br>
<span class="speakerposition">Thursday February 16, 2023</span>
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<a class="talkdate" href="https://www.danfu.org/">Dan Fu, Stanford</a> <br>
<span class="speaker">Flash Attention</span> <br>
<span class="speakerposition">Tuesday February 21, 2023</span>
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<a class="talkdate" href="">Greg Diamos, Something New</a> <br>
<span class="speaker">Data systems for large models</span> <br>
<span class="speakerposition">Thursday February 23, 2023</span>
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<a class="talkdate" href="https://swapnilgandhi.com/">Swapnil Gandhi, Stanford</a> <br>
<span class="speaker">Graph Neural Networks</span> <br>
<span class="speakerposition">Tuesday February 28, 2023</span>
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<a class="talkdate" href="">Sameer Kumar, Google</a> <br>
<span class="speaker">Distributed Systems</span> <br>
<span class="speakerposition">Thursday March 2, 2023</span>
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<a class="talkdate" href="">Mike Houston, NVIDIA</a> <br>
<span class="speaker">Distributed Systems for Deep Learning</span> <br>
<span class="speakerposition">Tuesday March 7, 2023</span>
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<img src="assets/img/Ce_Zhang.jpg">
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<a class="talkdate" href="https://zhangce.github.io/">Ce Zhang, ETH</a> <br>
<span class="speaker"></span> <br>
<span class="speakerposition">Thursday March 9, 2023</span>
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<a class="talkdate" href="">Cliff Young, Google</a> <br>
<span class="speaker">Hierarchical Codesign and TPU4</span> <br>
<span class="speakerposition">Thursday March 16, 2023</span>
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## [Lecture Notes (Fall 2018)](https://drive.google.com/drive/folders/1c8m186dCagpB4_sqhaPA19-K8gBlezPk?usp=sharing)

## Related Stanford Courses

-   [CS230](http://cs230.stanford.edu/syllabus.html)
-   [CS231n](http://cs231n.github.io)
-   [STATS 385](https://stats385.github.io/)

## [Reading list and other resources](readings)

## [Basic information about deep learning](basicinfo)

## [Cheat sheet -- things that everyone needs to know](cheat_sheet)

## [Blogs](blogs)

## [Grading](grading)

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