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<p class="MsoNormal"><span style="font-size:11.0pt;font-family:"Calibri",sans-serif;color:#1F497D">This workshop may be of interest to several of our faculty and graduate students - Hari<o:p></o:p></span></p>
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<p><span style="font-size:11.0pt;font-family:Aptos"><o:p> </o:p></span></p>
<p><b><span style="font-size:18.0pt;font-family:Aptos;color:#002E7A">NVIDIA Workshop: Accelerated Computing with cuPyNumeric</span></b><span style="font-size:11.0pt;font-family:Aptos"><o:p></o:p></span></p>
<p><span style="font-size:11.0pt;font-family:Aptos"> <o:p></o:p></span></p>
<p><b><span style="font-size:11.0pt;font-family:"Calibri",sans-serif;color:black">Data & time: Monday, June 23, 2025, 1:00 P.M. – 3:00 P.M.</span></b><span style="font-size:11.0pt;font-family:"Calibri",sans-serif;color:black"><br>
<b>Venue: </b>Virtual on Zoom<b><br>
Fee: Free<br>
Registration: </b></span><b><u><span style="font-size:11.0pt;font-family:"Calibri",sans-serif;color:#467886"><a href="https://nam11.safelinks.protection.outlook.com/?url=https%3A%2F%2Fdocs.google.com%2Fforms%2Fd%2Fe%2F1FAIpQLSeXBQb__HPqr6p9E2FJv0CpbNvEzo_By6f7Ixi2TKpQAI3Zqg%2Fviewform%3Fusp%3Dheader&data=05%7C02%7Ccaice-csse%40eng.auburn.edu%7C7fdae7ef86fb416d869a08dda5332086%7Cccb6deedbd294b388979d72780f62d3b%7C0%7C0%7C638848361194557772%7CUnknown%7CTWFpbGZsb3d8eyJFbXB0eU1hcGkiOnRydWUsIlYiOiIwLjAuMDAwMCIsIlAiOiJXaW4zMiIsIkFOIjoiTWFpbCIsIldUIjoyfQ%3D%3D%7C0%7C%7C%7C&sdata=d0Ff7RVOiv5DarIGFtun2Wy2JeGNhRsPIhPtBWkiFro%3D&reserved=0" originalsrc="https://docs.google.com/forms/d/e/1FAIpQLSeXBQb__HPqr6p9E2FJv0CpbNvEzo_By6f7Ixi2TKpQAI3Zqg/viewform?usp=header" id="OWA98bd036d-ab70-5c1c-9631-eda88e3daec2"><span style="color:#467886">Register
here!</span></a></span></u></b><span style="font-size:11.0pt;font-family:Aptos"><o:p></o:p></span></p>
<p><b><span style="font-size:11.0pt;font-family:Aptos;color:#FF2600">Registration Deadline</span></b><span style="font-size:11.0pt;font-family:Aptos;color:#FF2600">:
<b>June 9th, 2025</b></span><span style="font-size:11.0pt;font-family:Aptos"><o:p></o:p></span></p>
<p><span style="font-size:11.0pt;font-family:Aptos;color:black"> </span><span style="font-size:11.0pt;font-family:Aptos"><o:p></o:p></span></p>
<p><span style="font-size:11.0pt;font-family:Aptos;color:#202124">This workshop will give an introduction to cuPyNumeric and wider Legate ecosystem. We will begin with an introduction to High Performance Computing (HPC) workflows, discuss the complexity of
scaling multi-GPU and multi-node applications, introduce the </span><u><span style="font-size:11.0pt;font-family:Aptos;color:#1155CC"><a href="https://nam11.safelinks.protection.outlook.com/?url=https%3A%2F%2Fdeveloper.nvidia.com%2Flegate&data=05%7C02%7Ccaice-csse%40eng.auburn.edu%7C7fdae7ef86fb416d869a08dda5332086%7Cccb6deedbd294b388979d72780f62d3b%7C0%7C0%7C638848361194590141%7CUnknown%7CTWFpbGZsb3d8eyJFbXB0eU1hcGkiOnRydWUsIlYiOiIwLjAuMDAwMCIsIlAiOiJXaW4zMiIsIkFOIjoiTWFpbCIsIldUIjoyfQ%3D%3D%7C0%7C%7C%7C&sdata=bZcRlQf%2BJNOTTOhTmyaHBJ8ASjGX76xmVrephwTaBFI%3D&reserved=0" originalsrc="https://developer.nvidia.com/legate" id="OWA2585f967-65c2-958f-d9c3-79973a929f86"><span style="color:#1155CC">Legate</span></a></span></u><span style="font-size:11.0pt;font-family:Aptos;color:#202124"> ecosystem
and discuss the Legate runtime stack, touch on profiling with </span><u><span style="font-size:11.0pt;font-family:Aptos;color:#1155CC"><a href="https://nam11.safelinks.protection.outlook.com/?url=https%3A%2F%2Fdeveloper.nvidia.com%2Fcupynumeric&data=05%7C02%7Ccaice-csse%40eng.auburn.edu%7C7fdae7ef86fb416d869a08dda5332086%7Cccb6deedbd294b388979d72780f62d3b%7C0%7C0%7C638848361194607571%7CUnknown%7CTWFpbGZsb3d8eyJFbXB0eU1hcGkiOnRydWUsIlYiOiIwLjAuMDAwMCIsIlAiOiJXaW4zMiIsIkFOIjoiTWFpbCIsIldUIjoyfQ%3D%3D%7C0%7C%7C%7C&sdata=nFukslz9Pyt317vuoMAkl4oqBFGAXA%2FCGojGiCxSWMM%3D&reserved=0" originalsrc="https://developer.nvidia.com/cupynumeric" id="OWA029b790e-3853-c906-8d84-c1ff6be59921"><span style="color:#1155CC">cuPyNumeric</span></a></span></u><span style="font-size:11.0pt;font-family:Aptos;color:#202124">,
and finally end by walking through several interactive examples.</span><span style="font-size:11.0pt;font-family:Aptos"><o:p></o:p></span></p>
<p><span style="font-size:11.0pt;font-family:Aptos;color:#202124"> </span><span style="font-size:11.0pt;font-family:Aptos"><o:p></o:p></span></p>
<p><b><span style="font-size:11.0pt;font-family:Aptos;color:#202124">Learning Objective</span></b><span style="font-size:11.0pt;font-family:Aptos;color:#202124">: Learn how to build a HPC workflow and how to use cuPyNumeric to scale to multi-GPU and multi-node
applications.</span><span style="font-size:11.0pt;font-family:Aptos"><o:p></o:p></span></p>
<p><span style="font-size:11.0pt;font-family:Aptos;color:#202124"> </span><span style="font-size:11.0pt;font-family:Aptos"><o:p></o:p></span></p>
<p><b><span style="font-size:11.0pt;font-family:Aptos;color:#202124">Prerequisites</span></b><span style="font-size:11.0pt;font-family:Aptos;color:#202124">: Beginner level Python</span><span style="font-size:11.0pt;font-family:Aptos"><o:p></o:p></span></p>
<p><span style="font-size:11.0pt;font-family:Aptos;color:#202124"> </span><span style="font-size:11.0pt;font-family:Aptos"><o:p></o:p></span></p>
<p><span style="font-size:11.0pt;font-family:Aptos;color:black;background:white">Any questions, please contact UFIT Research Computing’s AI and RSE Manager
<b>Ying Zhang</b> at </span><b><u><span style="font-size:11.0pt;font-family:Aptos;color:#467886;background:white"><a href="mailto:yingz@ufl.edu" id="OWA21cd0fcd-0be2-0991-8a20-d2904fd07c4b"><span style="color:#467886">yingz@ufl.edu</span></a></span></u></b><span style="font-size:11.0pt;font-family:Aptos"><o:p></o:p></span></p>
<p class="elementtoproof"><span style="font-size:11.0pt;font-family:Aptos;color:#202124"> </span><span style="font-size:11.0pt;font-family:Aptos"><o:p></o:p></span></p>
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