{"id":10006957,"date":"2024-11-25T09:19:49","date_gmt":"2024-11-25T08:19:49","guid":{"rendered":"https:\/\/www.aachen.digital\/?post_type=tribe_events&#038;p=55028"},"modified":"2024-11-26T12:18:05","modified_gmt":"2024-11-26T11:18:05","slug":"workshop-maschinelles-lernen-auf-hpc-clustern-mit-nvidia-chips","status":"publish","type":"tribe_events","link":"https:\/\/www.aachen.digital\/en\/event\/workshop-maschinelles-lernen-auf-hpc-clustern-mit-nvidia-chips\/2024-12-11\/","title":{"rendered":"Workshop &#8211; Maschinelles Lernen auf HPC-Clustern mit NVIDIA-Chips"},"content":{"rendered":"<h4>Der Tuning-Workshop f\u00fcr HPC-Anwender<\/h4>\n<p>Beim j\u00e4hrlich stattfindenden aiXcelerate an der RWTH Aachen erwarten dich 3 Tage voller spannender Vortr\u00e4ge und praktischer Teile, in denen (eingeladene) Gruppen die erlernten Konzepte auf ihre eigenen Codes anwenden.<\/p>\n<p>Das diesj\u00e4hrige Thema lautet \u201eMaschinelles Lernen (ML) auf NVIDIA GPUs\u201c und konzentriert sich auf die\u00a0<strong>Nutzung der GPUs des RWTH HPC-Clusters \u201eCLAIX\u201c<\/strong>\u00a0mit Frameworks wie\u00a0<strong>PyTorch oder Tensorflow<\/strong>.<\/p>\n<p><em>Es ist keine Einf\u00fchrung in Maschinelles Lernen<\/em>!<\/p>\n<p><strong>Agenda:<\/strong><\/p>\n<ul>\n<li>Tag 1: \u201cAnalyzing Performance of ML Codes\u201d<\/li>\n<li>Tag 2: \u201cScaling ML Codes across Multiple GPUs\/ Nodes\u201d<\/li>\n<li>Tag 3: \u201cHandling Datasets of ML Codes\u201d<\/li>\n<\/ul>\n<p><strong>Voraussettzungen:<\/strong><\/p>\n<ul>\n<li>Anf\u00e4nger bis Fortgeschritten in der Nutzung und Entwicklung von ML<\/li>\n<li>Grundkenntnisse \u00fcber GPU-Hardware-Architekturen<\/li>\n<li>Kenntnisse \u00fcber Modelle des maschinellen Lernens (die f\u00fcr Sie wichtig sind)<\/li>\n<li>Kenntnisse dar\u00fcber, wie diese Modelle verwendet werden k\u00f6nnen, z. B. mit PyTorch oder Tensorflow<\/li>\n<li>Grundkenntnisse \u00fcber Parallelit\u00e4t<\/li>\n<li>Die Veranstaltung wird in Englisch sein!<\/li>\n<\/ul>\n<p>Die Veranstaltung ist kostenlos!<\/p>\n<p><a class=\"button\" href=\"https:\/\/blog.rwth-aachen.de\/itc-events\/en\/event\/aixcelerate-2024\/\" target=\"_blank\" rel=\"noopener nofollow\">Zur Anmeldung &amp; weiteren Informationen<\/a><\/p>\n<p>&nbsp;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Der Tuning-Workshop f\u00fcr HPC-Anwender Beim j\u00e4hrlich stattfindenden aiXcelerate an der RWTH Aachen erwarten dich 3 Tage voller spannender Vortr\u00e4ge und praktischer Teile, in denen (eingeladene) Gruppen die erlernten Konzepte auf [&hellip;]<\/p>\n","protected":false},"author":6,"featured_media":55332,"template":"","meta":{"_acf_changed":false,"_tribe_events_status":"","_tribe_events_status_reason":"","_tribe_events_is_hybrid":"","_tribe_events_is_virtual":"","_tribe_events_virtual_video_source":"","_tribe_events_virtual_embed_video":"","_tribe_events_virtual_linked_button_text":"","_tribe_events_virtual_linked_button":"","_tribe_events_virtual_show_embed_at":"","_tribe_events_virtual_show_embed_to":[],"_tribe_events_virtual_show_on_event":"","_tribe_events_virtual_show_on_views":"","_tribe_events_virtual_url":"","footnotes":""},"tags":[],"tribe_events_cat":[87],"class_list":["post-10006957","tribe_events","type-tribe_events","status-publish","has-post-thumbnail","hentry","tribe_events_cat-aachen-area","cat_aachen-area","tribe-recurring-event","tribe-recurring-event-parent"],"acf":[],"_links":{"self":[{"href":"https:\/\/www.aachen.digital\/en\/wp-json\/wp\/v2\/tribe_events\/10006957","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.aachen.digital\/en\/wp-json\/wp\/v2\/tribe_events"}],"about":[{"href":"https:\/\/www.aachen.digital\/en\/wp-json\/wp\/v2\/types\/tribe_events"}],"author":[{"embeddable":true,"href":"https:\/\/www.aachen.digital\/en\/wp-json\/wp\/v2\/users\/6"}],"version-history":[{"count":0,"href":"https:\/\/www.aachen.digital\/en\/wp-json\/wp\/v2\/tribe_events\/10006957\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.aachen.digital\/en\/wp-json\/wp\/v2\/media\/55332"}],"wp:attachment":[{"href":"https:\/\/www.aachen.digital\/en\/wp-json\/wp\/v2\/media?parent=10006957"}],"wp:term":[{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.aachen.digital\/en\/wp-json\/wp\/v2\/tags?post=10006957"},{"taxonomy":"tribe_events_cat","embeddable":true,"href":"https:\/\/www.aachen.digital\/en\/wp-json\/wp\/v2\/tribe_events_cat?post=10006957"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}