Registration is also open. Attend HPC Day for presentations and panel sessions, hands-on workshops, faculty lightning talks, the poster session, and networking opportunities.<\/p>\n\n\n\n
Register for Clemson HPC Day 2026<\/a><\/p>\n\n\n\n Learn more at the HPC Day 2026 event page<\/a>.<\/p>\n","protected":false},"excerpt":{"rendered":" The Call for Posters for Clemson HPC Day 2026 is now open. Share your research at the September 18 event and register to join us for a day of HPC presentations, workshops, and networking.<\/p>\n","protected":false},"author":4241,"featured_media":549,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"inline_featured_image":false,"footnotes":""},"categories":[53],"tags":[116657],"coauthors":[116648],"class_list":["post-547","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-announcements","tag-active-announcement-info"],"fimg_url":"https:\/\/blogs.clemson.edu\/rcd\/files\/2026\/08\/HPC-Day-26-CDN-150x150.png","_links":{"self":[{"href":"https:\/\/blogs.clemson.edu\/rcd\/wp-json\/wp\/v2\/posts\/547","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/blogs.clemson.edu\/rcd\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/blogs.clemson.edu\/rcd\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/blogs.clemson.edu\/rcd\/wp-json\/wp\/v2\/users\/4241"}],"replies":[{"embeddable":true,"href":"https:\/\/blogs.clemson.edu\/rcd\/wp-json\/wp\/v2\/comments?post=547"}],"version-history":[{"count":1,"href":"https:\/\/blogs.clemson.edu\/rcd\/wp-json\/wp\/v2\/posts\/547\/revisions"}],"predecessor-version":[{"id":550,"href":"https:\/\/blogs.clemson.edu\/rcd\/wp-json\/wp\/v2\/posts\/547\/revisions\/550"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/blogs.clemson.edu\/rcd\/wp-json\/wp\/v2\/media\/549"}],"wp:attachment":[{"href":"https:\/\/blogs.clemson.edu\/rcd\/wp-json\/wp\/v2\/media?parent=547"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/blogs.clemson.edu\/rcd\/wp-json\/wp\/v2\/categories?post=547"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/blogs.clemson.edu\/rcd\/wp-json\/wp\/v2\/tags?post=547"},{"taxonomy":"author","embeddable":true,"href":"https:\/\/blogs.clemson.edu\/rcd\/wp-json\/wp\/v2\/coauthors?post=547"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}},{"id":529,"date":"2026-08-31T08:23:00","date_gmt":"2026-08-31T12:23:00","guid":{"rendered":"https:\/\/blogs.clemson.edu\/rcd\/?p=529"},"modified":"2026-08-31T09:37:17","modified_gmt":"2026-08-31T13:37:17","slug":"palmetto-2-slurm-controller-outage-resolved","status":"publish","type":"post","link":"https:\/\/blogs.clemson.edu\/rcd\/2026\/08\/31\/palmetto-2-slurm-controller-outage-resolved\/","title":{"rendered":"Palmetto 2 Slurm Controller Outage (Resolved)"},"content":{"rendered":"\n We are currently investigating an outage of our Slurm controller on the Palmetto 2 cluster. <\/p>\n\n\n\n Job submission, Open OnDemand, and other tools that integrate with Slurm are impacted.<\/p>\n\n\n\n We will provide an update as soon as a fix is in place.<\/p>\n\n\n Update: 2026-08-31 8:54AM<\/strong> If your job completed during the outage window, it may have been marked as failed, but any results written to storage would still be complete. In addition, please check any running multi-step jobs, as they may have failed.<\/p>\n\n <\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":" We are currently investigating an outage of our Slurm controller on the Palmetto 2 cluster. Job submission, Open OnDemand, and other tools that integrate with Slurm are impacted. We will provide an update as soon as a fix is in place.<\/p>\n","protected":false},"author":4050,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"inline_featured_image":false,"footnotes":""},"categories":[53],"tags":[],"coauthors":[116640,116643],"class_list":["post-529","post","type-post","status-publish","format-standard","hentry","category-announcements"],"fimg_url":false,"_links":{"self":[{"href":"https:\/\/blogs.clemson.edu\/rcd\/wp-json\/wp\/v2\/posts\/529","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/blogs.clemson.edu\/rcd\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/blogs.clemson.edu\/rcd\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/blogs.clemson.edu\/rcd\/wp-json\/wp\/v2\/users\/4050"}],"replies":[{"embeddable":true,"href":"https:\/\/blogs.clemson.edu\/rcd\/wp-json\/wp\/v2\/comments?post=529"}],"version-history":[{"count":2,"href":"https:\/\/blogs.clemson.edu\/rcd\/wp-json\/wp\/v2\/posts\/529\/revisions"}],"predecessor-version":[{"id":531,"href":"https:\/\/blogs.clemson.edu\/rcd\/wp-json\/wp\/v2\/posts\/529\/revisions\/531"}],"wp:attachment":[{"href":"https:\/\/blogs.clemson.edu\/rcd\/wp-json\/wp\/v2\/media?parent=529"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/blogs.clemson.edu\/rcd\/wp-json\/wp\/v2\/categories?post=529"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/blogs.clemson.edu\/rcd\/wp-json\/wp\/v2\/tags?post=529"},{"taxonomy":"author","embeddable":true,"href":"https:\/\/blogs.clemson.edu\/rcd\/wp-json\/wp\/v2\/coauthors?post=529"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}},{"id":532,"date":"2026-08-25T13:30:00","date_gmt":"2026-08-25T17:30:00","guid":{"rendered":"https:\/\/blogs.clemson.edu\/rcd\/?p=532"},"modified":"2026-08-31T09:38:57","modified_gmt":"2026-08-31T13:38:57","slug":"fall-2026-rcd-workshops","status":"publish","type":"post","link":"https:\/\/blogs.clemson.edu\/rcd\/2026\/08\/25\/fall-2026-rcd-workshops\/","title":{"rendered":"Fall 2026 RCD Workshop Series"},"content":{"rendered":"\n Research Computing and Data (RCD) is excited to announce our Fall 2026 workshop schedule.<\/p>\n\n\n\n You can view the full schedule and register for upcoming sessions here: <\/p>\n\n\n\n More workshops will be posted soon!<\/p>\n\n\n\n We are especially excited to offer a new HPC for Genomics Life Scientists<\/strong> workshop series, developed in partnership with the Clemson University Genomics and Bioinformatics Facility (CUGBF)<\/strong>. The series is designed to help life sciences researchers understand and apply Clemson’s high-performance computing resources to genomics research.<\/p>\n\n\n\n HPC for Genomics Life Scientists: Foundations<\/strong> HPC for Genomics Life Scientists: Practical Demonstrations<\/strong> Advance registration is required for all workshop sessions.<\/strong> We hope to see you at a workshop this semester!<\/p>\n","protected":false},"excerpt":{"rendered":" Research Computing and Data (RCD) is excited to announce our Fall 2026 workshop schedule. You can view the full schedule and register for upcoming sessions here: More workshops will be posted soon! Featured this semester: HPC for Genomics Life Scientists \ud83e\uddec We are especially excited to offer a new HPC for Genomics Life Scientists workshop […]<\/p>\n","protected":false},"author":4240,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"inline_featured_image":false,"footnotes":""},"categories":[53,116663,116662],"tags":[],"coauthors":[116647,116643],"class_list":["post-532","post","type-post","status-publish","format-standard","hentry","category-announcements","category-events","category-workshops"],"fimg_url":false,"_links":{"self":[{"href":"https:\/\/blogs.clemson.edu\/rcd\/wp-json\/wp\/v2\/posts\/532","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/blogs.clemson.edu\/rcd\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/blogs.clemson.edu\/rcd\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/blogs.clemson.edu\/rcd\/wp-json\/wp\/v2\/users\/4240"}],"replies":[{"embeddable":true,"href":"https:\/\/blogs.clemson.edu\/rcd\/wp-json\/wp\/v2\/comments?post=532"}],"version-history":[{"count":9,"href":"https:\/\/blogs.clemson.edu\/rcd\/wp-json\/wp\/v2\/posts\/532\/revisions"}],"predecessor-version":[{"id":544,"href":"https:\/\/blogs.clemson.edu\/rcd\/wp-json\/wp\/v2\/posts\/532\/revisions\/544"}],"wp:attachment":[{"href":"https:\/\/blogs.clemson.edu\/rcd\/wp-json\/wp\/v2\/media?parent=532"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/blogs.clemson.edu\/rcd\/wp-json\/wp\/v2\/categories?post=532"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/blogs.clemson.edu\/rcd\/wp-json\/wp\/v2\/tags?post=532"},{"taxonomy":"author","embeddable":true,"href":"https:\/\/blogs.clemson.edu\/rcd\/wp-json\/wp\/v2\/coauthors?post=532"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}},{"id":520,"date":"2026-08-24T08:07:18","date_gmt":"2026-08-24T12:07:18","guid":{"rendered":"https:\/\/blogs.clemson.edu\/rcd\/?p=520"},"modified":"2026-08-31T09:38:49","modified_gmt":"2026-08-31T13:38:49","slug":"rcd-llm-service-updates","status":"publish","type":"post","link":"https:\/\/blogs.clemson.edu\/rcd\/2026\/08\/24\/rcd-llm-service-updates\/","title":{"rendered":"RCD LLM Service Updates"},"content":{"rendered":"\n We have a few updates for our LLM Service.<\/p>\n\n\n\n As we prepare for the Fall semester, we’re looking at changes to our largest models. As of now, GLM 5.1 (our previous LTS model) is marked as deprecated, and we will retire it in early September. We’re currently marking GLM 5.2 as our active model, but will likely replace it with GLM 5.3 when the weights are released (depending on the final license). <\/p>\n\n\n\n We’ve also deployed Qwen 3.8 27b, a surprisingly capable smaller model with image support. If there is a particular model that would be useful to your research, please let us know<\/a>!<\/p>\n\n\n\n A feature we have just added is the concept of model aliases. These aliases can represent a particular capability or use-case, and will track the current best model for the task. Currently, we have the following aliases:<\/p>\n\n\n\n We hope this alias system will alleviate some of the friction caused by the model changes that are inevitable with limited hardware. If there are other use cases you would like to track with an alias, please let us know.<\/p>\n\n\n\n We’ve also introduced a Batch API support over this summer. It is designed to be compatible with the OpenAP Batch API and you can either use the APIs directly (e.g. through OpenAI python SDK as we show in the Quick Start<\/a>) or through the Batch Web UI<\/a>. Using the Batch API provides the following benefits:<\/p>\n\n\n\n For more details, please read our documentation<\/a>.<\/p>\n\n\n\n As part of our enterprise agreement with OpenAI, we have credits available for API access to OpenAI models. We now make a portion of these credits available to projects using the RCD LLM Service. Each allocation is given a default allocation of credits, and then can also consume credits from a shared pool.<\/p>\n\n\n\n Most OpenAI models are available. To see the list, go to our models page<\/a>, and make sure external models are not hidden. The OpenAI models should appear at the bottom of the list.<\/p>\n\n\n\n Requests can be made to the same endpoint as the open weight models, and you can use the RCD LLM Service Batch API to submit requests to OpenAI models. Since the batching happens at our RCD LLM Service proxy level, you do not directly get the OpenAI batch pricing by submitting to our Batch API, however you can receive the equivalent 50% discount by submitting using the There are currently restrictions on certain API features (e.g. web_search, image_generation). If these pose significant limitations to your research, please let us know<\/a>. We may be able to lift the restrictions.<\/p>\n\n\n\n For more details, please read our documentation<\/a>.<\/p>\n\n\n\n There have also been updates to the scheduler, which should keep the models feeling more performant even has load increases by dynamically adjusting the number of requests allowed to the backend based on real time backend metrics. The scheduler still uses a fair-share policy, deciding which requests to send to the backend when it is saturated based on recent usage. <\/p>\n\n\n\n We’ve also introduce a “Nice<\/strong>” configuration option when you create API keys. You can now configure an API key to have a high “Nice” value, which voluntarily deprioritizes and requests using the key. This is useful so that you can use a large Nice value on your batch requests and default low Nice value on your interactive (e.g. coding harness) requests, which would allow your interactive use to have priority over batch requests. <\/p>\n\n\n\n <\/p>\n","protected":false},"excerpt":{"rendered":" We have a few updates for our LLM Service. Model Updates As we prepare for the Fall semester, we’re looking at changes to our largest models. As of now, GLM 5.1 (our previous LTS model) is marked as deprecated, and we will retire it in early September. We’re currently marking GLM 5.2 as our active […]<\/p>\n","protected":false},"author":4050,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"inline_featured_image":false,"footnotes":""},"categories":[53,116667,116644],"tags":[],"coauthors":[116640],"class_list":["post-520","post","type-post","status-publish","format-standard","hentry","category-announcements","category-llm-service-releases","category-releases"],"fimg_url":false,"_links":{"self":[{"href":"https:\/\/blogs.clemson.edu\/rcd\/wp-json\/wp\/v2\/posts\/520","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/blogs.clemson.edu\/rcd\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/blogs.clemson.edu\/rcd\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/blogs.clemson.edu\/rcd\/wp-json\/wp\/v2\/users\/4050"}],"replies":[{"embeddable":true,"href":"https:\/\/blogs.clemson.edu\/rcd\/wp-json\/wp\/v2\/comments?post=520"}],"version-history":[{"count":5,"href":"https:\/\/blogs.clemson.edu\/rcd\/wp-json\/wp\/v2\/posts\/520\/revisions"}],"predecessor-version":[{"id":527,"href":"https:\/\/blogs.clemson.edu\/rcd\/wp-json\/wp\/v2\/posts\/520\/revisions\/527"}],"wp:attachment":[{"href":"https:\/\/blogs.clemson.edu\/rcd\/wp-json\/wp\/v2\/media?parent=520"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/blogs.clemson.edu\/rcd\/wp-json\/wp\/v2\/categories?post=520"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/blogs.clemson.edu\/rcd\/wp-json\/wp\/v2\/tags?post=520"},{"taxonomy":"author","embeddable":true,"href":"https:\/\/blogs.clemson.edu\/rcd\/wp-json\/wp\/v2\/coauthors?post=520"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}},{"id":514,"date":"2026-08-12T09:00:00","date_gmt":"2026-08-12T13:00:00","guid":{"rendered":"https:\/\/blogs.clemson.edu\/rcd\/?p=514"},"modified":"2026-08-17T13:56:24","modified_gmt":"2026-08-17T17:56:24","slug":"summer-2026-palmetto-maintenance-is-complete","status":"publish","type":"post","link":"https:\/\/blogs.clemson.edu\/rcd\/2026\/08\/12\/summer-2026-palmetto-maintenance-is-complete\/","title":{"rendered":"Summer 2026 Palmetto Maintenance is Complete"},"content":{"rendered":"\n The RCD team has completed its annual summer maintenance for Palmetto 2 and Indigo. All RCD services are now available.<\/p>\n\n\n Important: $TMPDIR <\/strong>behavior has changed<\/p>\n\n\n\n As part of this maintenance, we changed how local temporary storage is exposed to jobs on Palmetto. If your job scripts explicitly use During the maintenance window, the team completed:<\/p>\n\n\n\n These updates help maintain the security, reliability, and stability of Clemson\u2019s research computing infrastructure as we prepare for the Fall semester.<\/p>\n\n\n\n We appreciate your patience while our team completed this work. If you experience any issues following maintenance, please submit a support ticket<\/a> so the RCD team can assist.<\/p>\n\n\n\n The behavior of Previously, Following this maintenance, each user receives a namespaced This change does not<\/strong> change the underlying storage characteristics of Most applications and scripts that use the For more information about local scratch storage and As part of this maintenance, RCD updated Open OnDemand with a new Palmetto Desktop<\/strong> experience.<\/p>\n\n\n\n The New Palmetto Desktop<\/strong> provides an updated way to launch and use a graphical desktop environment on Palmetto through Open OnDemand. Users can access the new desktop from the Open OnDemand interface alongside other interactive applications.<\/p>\n\n\n\n We encourage users who work with graphical applications or prefer a desktop environment on Palmetto to try the New Palmetto Desktop and share any feedback or issues<\/a> with the RCD team.<\/p>\n\n\n\n <\/p>\n","protected":false},"excerpt":{"rendered":" The Summer 2026 maintenance for Palmetto 2 and Indigo is complete, and all RCD services are available. Users are encouraged to review important changes made during maintenance before submitting new jobs.<\/p>\n","protected":false},"author":4240,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"inline_featured_image":false,"footnotes":""},"categories":[53,116638],"tags":[],"coauthors":[116647],"class_list":["post-514","post","type-post","status-publish","format-standard","hentry","category-announcements","category-maintenance"],"fimg_url":false,"_links":{"self":[{"href":"https:\/\/blogs.clemson.edu\/rcd\/wp-json\/wp\/v2\/posts\/514","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/blogs.clemson.edu\/rcd\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/blogs.clemson.edu\/rcd\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/blogs.clemson.edu\/rcd\/wp-json\/wp\/v2\/users\/4240"}],"replies":[{"embeddable":true,"href":"https:\/\/blogs.clemson.edu\/rcd\/wp-json\/wp\/v2\/comments?post=514"}],"version-history":[{"count":2,"href":"https:\/\/blogs.clemson.edu\/rcd\/wp-json\/wp\/v2\/posts\/514\/revisions"}],"predecessor-version":[{"id":516,"href":"https:\/\/blogs.clemson.edu\/rcd\/wp-json\/wp\/v2\/posts\/514\/revisions\/516"}],"wp:attachment":[{"href":"https:\/\/blogs.clemson.edu\/rcd\/wp-json\/wp\/v2\/media?parent=514"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/blogs.clemson.edu\/rcd\/wp-json\/wp\/v2\/categories?post=514"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/blogs.clemson.edu\/rcd\/wp-json\/wp\/v2\/tags?post=514"},{"taxonomy":"author","embeddable":true,"href":"https:\/\/blogs.clemson.edu\/rcd\/wp-json\/wp\/v2\/coauthors?post=514"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}},{"id":283,"date":"2026-07-23T11:05:38","date_gmt":"2026-07-23T15:05:38","guid":{"rendered":"https:\/\/blogs.clemson.edu\/rcd\/?p=283"},"modified":"2026-08-03T10:21:22","modified_gmt":"2026-08-03T14:21:22","slug":"clemson-university-at-pearc26","status":"publish","type":"post","link":"https:\/\/blogs.clemson.edu\/rcd\/2026\/07\/23\/clemson-university-at-pearc26\/","title":{"rendered":"Clemson University at PEARC’26"},"content":{"rendered":" During the week of July 26th, several members of Clemson’s Research Computing and Data (RCD) team will be attending the Practice and Experience in Advanced Research Computing (PEARC) 2026 conference<\/a><\/strong> in Minneapolis, MN.<\/p>\n\n\n\n
The Slurm outage on Palmetto 2 has been resolved. Job submission, Open OnDemand, and other systems are back online.<\/p>\n\n\n\nFeatured this semester: HPC for Genomics Life Scientists \ud83e\uddec<\/strong><\/h2>\n\n\n\n
This two-part workshop introduces the foundations of HPC for genomics research and how research computing resources can support common genomics workflows.<\/p>\n\n\n\n\n
This three-part workshop builds on those foundations with practical examples demonstrating how HPC resources can be applied to genomics data and analyses.<\/p>\n\n\n\n\n
Registration links are available on the schedule page<\/a>.<\/p>\n\n <\/div>\n<\/div>\n\n\n\nModel Updates<\/h2>\n\n\n\n
\n
tiger<\/strong><\/code>: This alias points to the most powerful model we are currently hosting, useful in coding agents.<\/li>\n\n\n\ncub<\/strong><\/code>: This model alias points to a smaller agentic capable model.<\/li>\n<\/ul>\n\n\n\nBatch API<\/h2>\n\n\n\n
\n
OpenAI Model Access<\/h2>\n\n\n\n
flex<\/code> service tier<\/a> in each of your batch requests.<\/p>\n\n\n\nScheduler Improvements<\/h2>\n\n\n\n
\/local_scratch\/slurm.$SLURM_JOBID<\/code>, you should update them to use <\/strong>$TMPDIR<\/code><\/strong> instead.<\/strong><\/p>\n\n <\/div>\n<\/div>\n\n\n\n\n
Changes to <\/strong>
$TMPDIR<\/code><\/strong><\/h2>\n\n\n\n$TMPDIR<\/code> for jobs running on Palmetto has changed.<\/p>\n\n\n\n$TMPDIR<\/code> pointed to a job-specific directory under \/local_scratch<\/code>:<\/p>\n\n\n\n\/local_scratch\/slurm.$SLURM_JOBID<\/code><\/p>\n\n\n\n\/tmp<\/code> directory on the compute node, and $TMPDIR<\/code> now points to that location.<\/p>\n\n\n\n$TMPDIR<\/code>. The directory continues to use the local storage on the compute node and is intended for temporary files created during a job. Its contents are still automatically cleaned up after the job ends.<\/p>\n\n\n\n$TMPDIR<\/code> environment variable should continue to work without modification. However, scripts that explicitly reference \/local_scratch\/slurm.$SLURM_JOBID<\/code> should be updated to use $TMPDIR<\/code> instead.<\/p>\n\n\n\n$TMPDIR<\/code>, see the \u2060Palmetto storage documentation<\/a>.<\/p>\n\n\n\nNew Palmetto Desktop<\/strong><\/h2>\n\n\n\n
![\"\"](\"https:\/\/blogs.clemson.edu\/rcd\/files\/2026\/07\/pearc26-logo-1024x436.png\"){kind=logo}
<\/figure>\n<\/div>\n\n\n