{"id":987,"date":"2025-12-10T18:33:24","date_gmt":"2025-12-10T18:33:24","guid":{"rendered":"https:\/\/submit.mit.edu\/?p=987"},"modified":"2025-12-10T18:33:25","modified_gmt":"2025-12-10T18:33:25","slug":"gpu-resources-update-at-submit","status":"publish","type":"post","link":"https:\/\/submit.mit.edu\/?p=987","title":{"rendered":"GPU Resources Update at SubMIT"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">The GPU resources at SubMIT have recently been updated to increase overall capacity and an express queue has been introduced. The changes are described below:<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>Express queue for short GPU jobs<\/strong><br>A new high-priority partition <strong>submit-gpu-express<\/strong> has been introduced to support rapid iteration and debugging. This partition has one dedicated node and higher priority on the nodes shared with <strong>submit-gpu<\/strong>. <strong>submit-gpu-express<\/strong> has a time limit of 1 hour. Jobs that require longer runtimes should continue to use the regular <strong>submit-gpu<\/strong> partition. The express partition can be used by adding &#8220;#SBATCH &#8211;partition=submit-gpu-express&#8221; to the batch script.<\/li>\n\n\n\n<li><strong>Recovered NVIDIA GTX 1080 nodes<\/strong><br>8 GPU nodes equipped with NVIDIA GTX 1080 GPUs (4 GPUs per node) were recovered and returned to service under both the submit-gpu and submit-gpu-express partitions. This brings the total number of GTX 1080 nodes available to users to 11.<\/li>\n\n\n\n<li><strong>RTX 6000 node added for community use<br><\/strong>A GPU node equipped with 2 RTX 6000 GPUs is now available for general community use. Jobs targeting this node can be scheduled through both the submit-gpu and submit-gpu-express partitions.<\/li>\n<\/ol>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Updated from Users&#8217; meeting on October 27<\/strong><br>Benedikt Maier presented his experience using Submit\u2019s GPU resources to train multimodal jet taggers for the CMS experiment, the slides can be found <a href=\"https:\/\/indico.mit.edu\/event\/1833\/contributions\/5052\/attachments\/1634\/2685\/SubMIT_Oct282025.pdf\" data-type=\"link\" data-id=\"https:\/\/indico.mit.edu\/event\/1833\/contributions\/5052\/attachments\/1634\/2685\/SubMIT_Oct282025.pdf\">here<\/a>. Based on a discussion at Users\u2019 meeting, we added the list of nodes with GPUs to the <a href=\"https:\/\/submit.mit.edu\/submit-users-guide\/gpu.html\" data-type=\"link\" data-id=\"https:\/\/submit.mit.edu\/submit-users-guide\/gpu.html\">User&#8217;s guide<\/a>.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Please reach out to us with any questions about these changes or to request other features.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>The GPU resources at SubMIT have recently been updated to increase overall capacity and an express queue has been introduced. [&hellip;]<\/p>\n","protected":false},"author":12,"featured_media":989,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[7],"tags":[],"class_list":["post-987","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-news"],"_links":{"self":[{"href":"https:\/\/submit.mit.edu\/index.php?rest_route=\/wp\/v2\/posts\/987","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/submit.mit.edu\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/submit.mit.edu\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/submit.mit.edu\/index.php?rest_route=\/wp\/v2\/users\/12"}],"replies":[{"embeddable":true,"href":"https:\/\/submit.mit.edu\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=987"}],"version-history":[{"count":3,"href":"https:\/\/submit.mit.edu\/index.php?rest_route=\/wp\/v2\/posts\/987\/revisions"}],"predecessor-version":[{"id":1014,"href":"https:\/\/submit.mit.edu\/index.php?rest_route=\/wp\/v2\/posts\/987\/revisions\/1014"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/submit.mit.edu\/index.php?rest_route=\/wp\/v2\/media\/989"}],"wp:attachment":[{"href":"https:\/\/submit.mit.edu\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=987"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/submit.mit.edu\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=987"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/submit.mit.edu\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=987"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}