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<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="utf-8" />
<meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no" />
<meta name="Accelerators4HPC" content="" />
<meta name="Sid Raskar" content="" />
<title>AI Accelerators for HPC</title>
<link rel="icon" type="image/x-icon" href="assets/favicon.ico" />
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</head>
<body id="page-top">
<!-- Navigation-->
<nav class="navbar navbar-expand-lg navbar-dark bg-dark fixed-top" id="mainNav">
<div class="container px-4">
<a class="navbar-brand" href="#page-top">Accelerators4HPC</a>
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<ul class="navbar-nav ms-auto">
<!-- <li class="nav-item"><a class="nav-link" href="#about">About</a></li> -->
<li class="nav-item"><a class="nav-link" href="#agenda">Agenda</a></li>
<li class="nav-item"><a class="nav-link" href="#org">Organizers</a></li>
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<img class="sclogo img-fluid" src="assets/sc24.png" alt="SC24 Logo" style="max-width: 80%;">
</div>
<div class="col-md-8 text-center">
<h1 class="fw-bolder">Democratizing AI Accelerators for HPC Applications: <br> Challenges, Success, and Support</h1>
<br>
<p class="lead">Wednesday, 20 November 2024<br>
5:15pm - 6:45pm EST<br>
Location: B211 <br>
Atlanta, Georgia, USA.
</p>
<p style="font-size: 1.25em;">held in conjunction with SC24: The International Conference for High Performance Computing, Networking, Storage and Analysis</p>
</div>
</div>
</div>
</header>
<!-- About section-->
<section id="about" class="bg-light">
<div class="container px-4">
<div class="row gx-4 justify-content-center">
<div class="col-lg-8">
<h2>Welcome</h2>
<p class="lead">
A recent surge in novel AI accelerator hardware (e.g. from Cerebras, Groq, SambaNova, Graphcore, Intel, and Tenstorrent) has sparked intense interest in running HPC applications and driven algorithmic research on these architectures. However, the maturity levels of associated tooling and software stacks vary significantly, with gaps in documentation and support. This BoF aims to explore trends in AI accelerators for HPC, ideal programming models, software stack support, code portability, training resources, and common challenges. We hope to foster a community of users interested or experienced in using AI accelerators for HPC applications.
</p>
<p class="text-center"><a href="https://sc24.conference-program.com/presentation/?id=bof133&sess=sess628">Link to SC24 BoF Page</a>
</p>
</div>
</div>
</div>
</section>
<section id="agenda">
<div class="container px-4">
<div class="row gx-4 justify-content-center">
<div class="col-lg-8">
<h2>Agenda</h2>
<table class="table table-bordered table-hover">
<colgroup>
<col style="width: 30%;">
<col style="width: 70%;">
</colgroup>
<thead>
<tr>
<th>Time</th>
<th>Topic</th>
</tr>
</thead>
<tbody>
<tr>
<td>5.15-5.20 PM</td>
<td>Welcome
[<a href="./slides/1_Intro ANL.pdf">Slides</a>] <br>
<a href="https://memani1.github.io/">Murali Emani</a>, ANL</td>
</td>
</tr>
<tr>
<td>5.20-6.00 PM</td>
<td><b>Flash Talks</b> (4 minutes each)</td>
</tr>
<tr>
<td></td>
<td>Developing Custom Applications at Wafer-Scale
[<a href="./slides/2_Cerebras.pdf">Slides</a>]<br>
<a href="https://www.linkedin.com/in/leighton-wilson/">Leighton Wilson</a>, Cerebras Systems</td>
</tr>
<tr>
<td></td>
<td>Accelerating Scientific Applications with SambaNova Reconfigurable Architecture
[<a href="./slides/3_Vijay_SambaNova.pdf">Slides</a>]
<br>
<a href="https://www.linkedin.com/in/vijay-tatkar-8966472/">Vijay Tatkar</a> , SambaNova Systems</td>
</tr>
<tr>
<td></td>
<td>HPC with the Groq MLIR Compiler
[<a href="./slides/4_Groq.pdf">Slides</a>]<br>
<a href="https://www.linkedin.com/in/sanjif-shan-665353161/">Sanjif Shanmugavelu</a>, Groq</td>
</tr>
<tr>
<td></td>
<td>Tenstorrent Scale-out framework for HPC applications
[<a href="./slides/5_Tenstorrent.pdf">Slides</a>] <br>
<a href="https://www.linkedin.com/in/felixclc/">Felix LeClaire</a>, Tenstorrent</td>
</tr>
<tr>
<td></td>
<td>Unstructured Hydrodynamics on Spatial Dataflow Architectures
[<a href="./slides/6_LLNL.pdf">Slides</a>]<br>
<a href="https://www.linkedin.com/in/brian-van-essen-14ba501/">Brian C. Van Essen</a>, LLNL</td>
</tr>
<tr>
<td></td>
<td>Experience with AI Testbeds at ALCF
[<a href="./slides/7_ANL.pdf">Slides</a>]<br>
<a href="https://sraskar.github.io/">Siddhisanket Raksar</a>, ANL</td>
</tr>
<tr>
<td></td>
<td>RISC-V: An explosion in AI accelerators for HPC
[<a href="./slides/8_EPCC.pdf">Slides</a>]<br>
<a href="https://nickbrown.online/">Nick Brown</a>, EPCC</td>
</tr>
<tr>
<td></td>
<td>Cache Me If You Can: Outpacing Traditional Hardware
[<a href="./slides/9_kaust.pdf">Slides</a>]<br>
<a href="https://cemse.kaust.edu.sa/hicma/people/person/hatem-ltaief">Hatem Ltaief</a>, King Abdullah University of Science & Technology </td>
</tr>
<tr>
<td>6.00-6.30 PM</td>
<td><b>Panel Discussion</b></td>
</tr>
<td></td>
<td>
<b>Moderator:</b> <a href="https://tbennun.github.io/">Tal Ben-Nun</a> (LLNL) <br>
<b>Panelists:</b> <br>
<u>Vendors:</u>
<li>Leighton Wilson (Cerebras Systems) </li>
<li>Vijay Tatkar (SambaNova Systems) </li>
<li>Sanjif Shanmugavelu (Groq) </li>
<li>Felix LeClaire (Tenstorrent) </li>
<u>Facilities:</u>
<li>Brian C. Van Essen (LLNL) </li>
<li>Siddhisanket Raskar (ANL) </li>
<u>Users:</u>
<li>Nick Brown (EPCC) </li>
<li>Hatem Ltaief (KAUST) </li>
</td>
</tr>
<tr>
<td>6.30-6.45 PM</td>
<td><b>Audience Q&A</b></td>
</tr>
</tbody>
</table>
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Please check back later for the latest slides.
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</div>
</section>
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<div class="container px-4">
<div class="row gx-4 justify-content-center">
<div class="col-lg-8">
<h2>Organizers</h2>
<!-- <li>Joseph Lee, Edinburgh Parallel Computing Centre</li> -->
<li>Murali Emani, Argonne National Laboratory (ANL)</li>
<li>Siddhisanket Raskar, Argonne National Laboratory (ANL)</li>
<li>Jophin John, Leibniz Supercomputing Centre</li>
<li>Juan J. Durillo, Leibniz Supercomputing Centre</li>
<li>Tal Ben-Nun, Lawrence Livermore National Laboratory (LLNL)</li>
<li>Brian Van Essen, Lawrence Livermore National Laboratory (LLNL)</li>
<li>Hatem Ltaief, King Abdullah University of Science & Technology (KAUST)</li>
<li>Nick Brown, Edinburgh Parallel Computing Centre (EPCC)</li>
</ul>
</div>
</div>
</div>
</section>
<section id="past">
<div class="container px-4">
<div class="row gx-4 justify-content-center">
<div class="col-lg-8">
<h2>Past Events</h2>
<ul>
<li><a href="./Past/ISC24/index.html">ISC 2024</a></li>
</ul>
</div>
</div>
</div>
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