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| <!doctype html> <html lang=en > <meta charset=UTF-8 > <meta name=viewport content="width=device-width, initial-scale=1"> <link rel=stylesheet href="/bitstream-hackathon/css/jtd.css"> <link rel=icon href="/bitstream-hackathon/assets/favicon.ico"> <title>UW-Madison Bitstream Computing Hackathon</title> <div class=page-wrap > <div class=side-bar > <!-- <div class=header > <a href="/bitstream-hackathon/" class=title > <img src="/bitstream-hackathon/assets/pharm_homepage.jpg"> </a> </div> --> <label for=show-menu class=show-menu >MENU</label> <input type=checkbox id=show-menu role=button > <div class=menu id=side-menu > <ul class=menu-list > <li class="menu-list-item active"><a href="/bitstream-hackathon/" class="menu-list-link active">Home</a> <li class=menu-list-item >Tutorials <ul class=menu-list-child-list style="display: block;"> <li class="menu-list-item "><a href="/bitstream-hackathon/tutorials/overview/" class="menu-list-link ">Overview</a> <li class="menu-list-item "><a href="/bitstream-hackathon/tutorials/bitstream/" class="menu-list-link ">Bitstreams 101</a> <li class="menu-list-item "><a href="/bitstream-hackathon/tutorials/bitstreamlining/" class="menu-list-link ">Bitstreamlining</a> <li class="menu-list-item "><a href="/bitstream-hackathon/tutorials/pruning/" class="menu-list-link ">Pruning</a> <li class="menu-list-item "><a href="/bitstream-hackathon/tutorials/mobilenet/" class="menu-list-link ">Simulating MobileNet</a> <li class="menu-list-item "><a href="/bitstream-hackathon/tutorials/submission/" class="menu-list-link ">Submission guide</a> </ul> </ul> </div> <div class=footer > This is <em>Just the docs</em>, adapted from the <a href="https://github.com/pmarsceill/just-the-docs" target=_blank >Jekyll theme</a>. </div> </div> <div class=main-content-wrap > <div class=main-content > <div class=main-header > <span style="padding-right: 250px;"> <img src="/bitstream-hackathon/assets/red-flush-UWlogo.jpg" width=150px > <img src="/bitstream-hackathon/assets/pharm_homepage.jpg" width=175px style="padding-bottom: 10px;"> </span> <a id=github href="/bitstream-hackathon//github.com/UW-PHARM/BitSAD.jl">BitSAD.jl on GitHub</a> </div> <div class=franklin-content ><h1 id=bitstream_computing_hackathon_at_uw-madison ><a href="#bitstream_computing_hackathon_at_uw-madison" class=header-anchor >Bitstream Computing Hackathon at UW-Madison</a></h1> <div class=franklin-toc ><ol><li><a href="#welcome_to_bchuw">Welcome to <strong>BCH@UW!</strong></a><li><a href="#participation_rules">Participation rules</a><li><a href="#information_and_suppport">Information and suppport</a></ol></div> <h2 id=welcome_to_bchuw ><a href="#welcome_to_bchuw" class=header-anchor >Welcome to <strong>BCH@UW!</strong></a></h2> <p>Watch the <a href="https://youtu.be/ZT_1PJJm-O8">Introduction video</a> (improved audio: (https://youtu.be/DQgAueqjj4I)) or browse the <a href="assets/hackathon_introduction.pptx">PPTX slides</a> at your convenience.</p> <p>This hackathon will give you a chance to learn about ultra low-power neural networks, how they are designed, how they are programmed or trained, and how they are used to process sensory data from the real world.</p> <p>When you participate, you will learn:</p> <ul> <li><p>a new programming language (Julia)</p> <li><p>about low-cost, ultra-low computing using Bitstreams as a data type</p> <li><p>how to train a powerful neural network called MobileNet</p> <li><p>how to prune/tune/quantize this network to make it energy efficient</p> </ul> <p>The <strong>BCH@UW</strong> Hackathon kicks off on <em>Sun 11/12/2023 at 1pm in EH2261</em>. In the meantime, you can work through the tutorials on this website to get started with the tools and optimization flows.</p> <h2 id=participation_rules ><a href="#participation_rules" class=header-anchor >Participation rules</a></h2> <p><strong>Goal:</strong> Prune a pre-trained MobileNetv1 model to optimize for energy efficiency without compromising the accuracy.</p> <p>Your entry will be evaluated on three categories:</p> <ul> <li><p><em>Accuracy:</em> how well can your model classify input images?</p> <li><p><em>Area:</em> how big is the hardware circuit implementation of your model?</p> <li><p><em>Energy:</em> how energy efficient is your hardware?</p> </ul> <p>Follow the instructions in the <a href="/bitstream-hackathon/tutorials/submission">submission guide</a> to evaluate your result.</p> <h2 id=information_and_suppport ><a href="#information_and_suppport" class=header-anchor >Information and suppport</a></h2> <p>Join the mailing list for updates/questions/support:</p> <ul> <li><p>Send a blank email to <a href="mailto:bitstream-hackathon+[email protected]">bitstream-hackathon+[email protected]</a></p> <li><p>Or navigate to <a href="https://groups.google.com/u/1/g/bitstream-hackathon">https://groups.google.com/u/1/g/bitstream-hackathon</a> and select "Join"</p> </ul> <p><strong>NOTE:</strong> You need a gmail/google account to join the mailing list. You can always create one with your existing email and delete it once you are done with it by following the instructions found here: <a href="https://support.google.com/accounts/answer/27441">https://support.google.com/accounts/answer/27441</a></p> <p><a href="assets/flyer.pdf">Hackathon flyer</a></p> <h1></h1> <p>🚧 Site under construction 🚧</p> <div class=page-foot > <hr> <a href="http://creativecommons.org/licenses/by-sa/4.0/">CC BY-SA 4.0</a> UW-Madison PHARM Group. Last modified: November 07, 2023. Website built with <a href="https://github.com/tlienart/Franklin.jl">Franklin.jl</a> and the <a href="https://julialang.org">Julia programming language</a>. </div> </div> </div> </div> </div> <!-- end of class page-wrap--> | ||
| <!doctype html> <html lang=en > <meta charset=UTF-8 > <meta name=viewport content="width=device-width, initial-scale=1"> <link rel=stylesheet href="/bitstream-hackathon/css/jtd.css"> <link rel=icon href="/bitstream-hackathon/assets/favicon.ico"> <title>UW-Madison Bitstream Computing Hackathon</title> <div class=page-wrap > <div class=side-bar > <!-- <div class=header > <a href="/bitstream-hackathon/" class=title > <img src="/bitstream-hackathon/assets/pharm_homepage.jpg"> </a> </div> --> <label for=show-menu class=show-menu >MENU</label> <input type=checkbox id=show-menu role=button > <div class=menu id=side-menu > <ul class=menu-list > <li class="menu-list-item active"><a href="/bitstream-hackathon/" class="menu-list-link active">Home</a> <li class=menu-list-item >Tutorials <ul class=menu-list-child-list style="display: block;"> <li class="menu-list-item "><a href="/bitstream-hackathon/tutorials/overview/" class="menu-list-link ">Overview</a> <li class="menu-list-item "><a href="/bitstream-hackathon/tutorials/bitstream/" class="menu-list-link ">Bitstreams 101</a> <li class="menu-list-item "><a href="/bitstream-hackathon/tutorials/bitstreamlining/" class="menu-list-link ">Bitstreamlining</a> <li class="menu-list-item "><a href="/bitstream-hackathon/tutorials/pruning/" class="menu-list-link ">Pruning</a> <li class="menu-list-item "><a href="/bitstream-hackathon/tutorials/mobilenet/" class="menu-list-link ">Simulating MobileNet</a> <li class="menu-list-item "><a href="/bitstream-hackathon/tutorials/submission/" class="menu-list-link ">Submission guide</a> </ul> </ul> </div> <div class=footer > This is <em>Just the docs</em>, adapted from the <a href="https://github.com/pmarsceill/just-the-docs" target=_blank >Jekyll theme</a>. </div> </div> <div class=main-content-wrap > <div class=main-content > <div class=main-header > <span style="padding-right: 250px;"> <img src="/bitstream-hackathon/assets/red-flush-UWlogo.jpg" width=150px > <img src="/bitstream-hackathon/assets/pharm_homepage.jpg" width=175px style="padding-bottom: 10px;"> </span> <a id=github href="/bitstream-hackathon//github.com/UW-PHARM/BitSAD.jl">BitSAD.jl on GitHub</a> </div> <div class=franklin-content ><h1 id=bitstream_computing_hackathon_at_uw-madison ><a href="#bitstream_computing_hackathon_at_uw-madison" class=header-anchor >Bitstream Computing Hackathon at UW-Madison</a></h1> <div class=franklin-toc ><ol><li><a href="#welcome_to_bchuw">Welcome to <strong>BCH@UW!</strong></a><li><a href="#participation_rules">Participation rules</a><li><a href="#information_and_suppport">Information and suppport</a></ol></div> <h2 id=welcome_to_bchuw ><a href="#welcome_to_bchuw" class=header-anchor >Welcome to <strong>BCH@UW!</strong></a></h2> <p>Watch the <a href="https://youtu.be/ZT_1PJJm-O8">Introduction video</a> <a href="https://youtu.be/DQgAueqjj4I">improved audio</a> or browse the <a href="assets/hackathon_introduction.pptx">PPTX slides</a> at your convenience.</p> <p>This hackathon will give you a chance to learn about ultra low-power neural networks, how they are designed, how they are programmed or trained, and how they are used to process sensory data from the real world.</p> <p>When you participate, you will learn:</p> <ul> <li><p>a new programming language (Julia)</p> <li><p>about low-cost, ultra-low computing using Bitstreams as a data type</p> <li><p>how to train a powerful neural network called MobileNet</p> <li><p>how to prune/tune/quantize this network to make it energy efficient</p> </ul> <p>The <strong>BCH@UW</strong> Hackathon kicks off on <em>Sun 11/12/2023 at 1pm in EH2261</em>. In the meantime, you can work through the tutorials on this website to get started with the tools and optimization flows.</p> <h2 id=participation_rules ><a href="#participation_rules" class=header-anchor >Participation rules</a></h2> <p><strong>Goal:</strong> Prune a pre-trained MobileNetv1 model to optimize for energy efficiency without compromising the accuracy.</p> <p>Your entry will be evaluated on three categories:</p> <ul> <li><p><em>Accuracy:</em> how well can your model classify input images?</p> <li><p><em>Area:</em> how big is the hardware circuit implementation of your model?</p> <li><p><em>Energy:</em> how energy efficient is your hardware?</p> </ul> <p>Follow the instructions in the <a href="/bitstream-hackathon/tutorials/submission">submission guide</a> to evaluate your result.</p> <h2 id=information_and_suppport ><a href="#information_and_suppport" class=header-anchor >Information and suppport</a></h2> <p>Join the mailing list for updates/questions/support:</p> <ul> <li><p>Send a blank email to <a href="mailto:bitstream-hackathon+[email protected]">bitstream-hackathon+[email protected]</a></p> <li><p>Or navigate to <a href="https://groups.google.com/u/1/g/bitstream-hackathon">https://groups.google.com/u/1/g/bitstream-hackathon</a> and select "Join"</p> </ul> <p><strong>NOTE:</strong> You need a gmail/google account to join the mailing list. You can always create one with your existing email and delete it once you are done with it by following the instructions found here: <a href="https://support.google.com/accounts/answer/27441">https://support.google.com/accounts/answer/27441</a></p> <p><a href="assets/flyer.pdf">Hackathon flyer</a></p> <h1></h1> <p>🚧 Site under construction 🚧</p> <div class=page-foot > <hr> <a href="http://creativecommons.org/licenses/by-sa/4.0/">CC BY-SA 4.0</a> UW-Madison PHARM Group. Last modified: November 07, 2023. Website built with <a href="https://github.com/tlienart/Franklin.jl">Franklin.jl</a> and the <a href="https://julialang.org">Julia programming language</a>. </div> </div> </div> </div> </div> <!-- end of class page-wrap--> |
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