{"id":10006957,"global_id":"www.aachen.digital\/en\/?id=10006957","global_id_lineage":["www.aachen.digital\/en\/?id=10006957"],"author":"6","status":"publish","date":"2024-11-25 09:19:49","date_utc":"2024-11-25 08:19:49","modified":"2024-11-26 12:18:05","modified_utc":"2024-11-26 11:18:05","url":"https:\/\/www.aachen.digital\/en\/event\/workshop-maschinelles-lernen-auf-hpc-clustern-mit-nvidia-chips\/2024-12-11\/","rest_url":"https:\/\/www.aachen.digital\/en\/wp-json\/tribe\/events\/v1\/events\/10006957","title":"Workshop &#8211; Maschinelles Lernen auf HPC-Clustern mit NVIDIA-Chips","description":"<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. 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