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    <title>Hpc on C&amp;CZ</title>
    <link>https://cncz.science.ru.nl/tags/hpc/</link>
    <description>Recent content in Hpc on C&amp;CZ</description>
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    <item>
      <title>Compute Cluster Maintenance</title>
      <link>https://cncz.science.ru.nl/howto/cluster-maintenance/</link>
      <pubDate>Fri, 28 Aug 2026 00:00:00 +0000</pubDate>
      <author>Simon Oosthoek</author>
      <guid>https://cncz.science.ru.nl/howto/cluster-maintenance/</guid>
      <description>&lt;p&gt;To ensure the stability and security of our compute clusters, C&amp;amp;CZ performs regular maintenance.&lt;/p&gt;
&lt;div&gt;&lt;svg width=&#34;0&#34; height=&#34;0&#34; display=&#34;none&#34; xmlns=&#34;http://www.w3.org/2000/svg&#34;&gt;&lt;symbol id=&#34;tip-notice&#34; viewBox=&#34;0 0 512 512&#34; preserveAspectRatio=&#34;xMidYMid meet&#34;&gt;&lt;path d=&#34;M504 256c0 136.967-111.033 248-248 248S8 392.967 8 256 119.033 8 256 8s248 111.033 248 248zM227.314 387.314l184-184c6.248-6.248 6.248-16.379 0-22.627l-22.627-22.627c-6.248-6.249-16.379-6.249-22.628 0L216 308.118l-70.059-70.059c-6.248-6.248-16.379-6.248-22.628 0l-22.627 22.627c-6.248 6.248-6.248 16.379 0 22.627l104 104c6.249 6.249 16.379 6.249 22.628.001z&#34;/&gt;&lt;/symbol&gt;&lt;symbol id=&#34;note-notice&#34; viewBox=&#34;0 0 512 512&#34; preserveAspectRatio=&#34;xMidYMid meet&#34;&gt;&lt;path d=&#34;M504 256c0 136.997-111.043 248-248 248S8 392.997 8 256C8 119.083 119.043 8 256 8s248 111.083 248 248zm-248 50c-25.405 0-46 20.595-46 46s20.595 46 46 46 46-20.595 46-46-20.595-46-46-46zm-43.673-165.346l7.418 136c.347 6.364 5.609 11.346 11.982 11.346h48.546c6.373 0 11.635-4.982 11.982-11.346l7.418-136c.375-6.874-5.098-12.654-11.982-12.654h-63.383c-6.884 0-12.356 5.78-11.981 12.654z&#34;/&gt;&lt;/symbol&gt;&lt;symbol id=&#34;warning-notice&#34; viewBox=&#34;0 0 576 512&#34; preserveAspectRatio=&#34;xMidYMid meet&#34;&gt;&lt;path d=&#34;M569.517 440.013C587.975 472.007 564.806 512 527.94 512H48.054c-36.937 0-59.999-40.055-41.577-71.987L246.423 23.985c18.467-32.009 64.72-31.951 83.154 0l239.94 416.028zM288 354c-25.405 0-46 20.595-46 46s20.595 46 46 46 46-20.595 46-46-20.595-46-46-46zm-43.673-165.346l7.418 136c.347 6.364 5.609 11.346 11.982 11.346h48.546c6.373 0 11.635-4.982 11.982-11.346l7.418-136c.375-6.874-5.098-12.654-11.982-12.654h-63.383c-6.884 0-12.356 5.78-11.981 12.654z&#34;/&gt;&lt;/symbol&gt;&lt;symbol id=&#34;info-notice&#34; viewBox=&#34;0 0 512 512&#34; preserveAspectRatio=&#34;xMidYMid meet&#34;&gt;&lt;path d=&#34;M256 8C119.043 8 8 119.083 8 256c0 136.997 111.043 248 248 248s248-111.003 248-248C504 119.083 392.957 8 256 8zm0 110c23.196 0 42 18.804 42 42s-18.804 42-42 42-42-18.804-42-42 18.804-42 42-42zm56 254c0 6.627-5.373 12-12 12h-88c-6.627 0-12-5.373-12-12v-24c0-6.627 5.373-12 12-12h12v-64h-12c-6.627 0-12-5.373-12-12v-24c0-6.627 5.373-12 12-12h64c6.627 0 12 5.373 12 12v100h12c6.627 0 12 5.373 12 12v24z&#34;/&gt;&lt;/symbol&gt;&lt;/svg&gt;&lt;/div&gt;&lt;div class=&#34;notice info&#34; &gt;
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    <item>
      <title>cluster node maintenance</title>
      <link>https://cncz.science.ru.nl/cpk/1435/</link>
      <pubDate>Fri, 05 Jun 2026 00:00:00 +0200</pubDate>
      <author>Simon Oosthoek</author>
      <guid>https://cncz.science.ru.nl/cpk/1435/</guid>
      <description>&lt;p&gt;We will reboot clusternodes and possibly upgrade them from older ubuntu versions to ubuntu 24.04 in the last week of August 2026.&lt;/p&gt;
&lt;p&gt;If you have clusternodes and would like to plan for an upgrade from ubuntu 22.04 to ubuntu 24.04, &lt;a href=&#34;https://cncz.science.ru.nl/howto/contact&#34;&gt;please let us know&lt;/a&gt;&lt;/p&gt;
&lt;p&gt;Update: the (first) reboot should take place between 10:00 and 11:00, if subsequent reboots are needed we will try to keep it within the same day timeframe.&lt;/p&gt;</description>
    </item>
    
    <item>
      <title>Slurm and High Performance Computing</title>
      <link>https://cncz.science.ru.nl/howto/slurm/</link>
      <pubDate>Tue, 25 Nov 2025 12:30:42 +0000</pubDate>
      <author>Ben Polman</author>
      <guid>https://cncz.science.ru.nl/howto/slurm/</guid>
      <description>&lt;h2 id=&#34;computer-cluster-architecture&#34;&gt;Computer cluster architecture&lt;/h2&gt;
&lt;p&gt;The clusternodes that we manage for the various departments are all connected to the network, but not all are in the same subnet/vlan. We strive to keep the nodes of a single group in the same vlan to optimise internal network traffic. Connectivity with the storage servers for shares and homedirectories is always routed through the firewall, thus it is less performant than a local server and much less performant than local (within the server) storage on &lt;code&gt;/scratch&lt;/code&gt;.&lt;/p&gt;</description>
    </item>
    
    <item>
      <title>High Performance Computing</title>
      <link>https://cncz.science.ru.nl/howto/high-performance-computing/</link>
      <pubDate>Tue, 05 Nov 2024 00:00:00 +0100</pubDate>
      <author>Simon Oosthoek</author>
      <guid>https://cncz.science.ru.nl/howto/high-performance-computing/</guid>
      <description>&lt;p&gt;At the faculty of science, C&amp;amp;CZ manages a number of compute clusters and we
have our own computer room with a few dozen racks for server hardware and also some racks
in the &lt;em&gt;Forum&lt;/em&gt; computer room.&lt;/p&gt;
&lt;h2 id=&#34;managed-clusters&#34;&gt;Managed clusters&lt;/h2&gt;
&lt;p&gt;The largest &lt;code&gt;cn&lt;/code&gt;-cluster is heterogeneous: it holds nodes purchased by individual
departments as well as a number of nodes purchased by C&amp;amp;CZ, which FNWI departments
may use after approval. The &lt;code&gt;cn&lt;/code&gt;-cluster includes nodes with a GPU with CUDA cores.
All nodes use &lt;a href=&#34;https://cncz.science.ru.nl/howto/slurm/&#34;&gt;SLURM&lt;/a&gt; as cluster software; regular maintenance is
performed according to the &lt;a href=&#34;https://cncz.science.ru.nl/howto/cluster-maintenance&#34;&gt;Compute Cluster Maintenance&lt;/a&gt;
policy.&lt;/p&gt;</description>
    </item>
    
    <item>
      <title>Module command for optional software versions</title>
      <link>https://cncz.science.ru.nl/howto/module-command-for-optional-software-versions/</link>
      <pubDate>Fri, 25 Aug 2023 00:00:00 +0200</pubDate>
      <author></author>
      <guid>https://cncz.science.ru.nl/howto/module-command-for-optional-software-versions/</guid>
      <description>&lt;p&gt;On C&amp;amp;CZ managed Ubuntu hosts, the &amp;ldquo;module&amp;rdquo; command is available. This makes it easy to use specific versions of available software.&lt;/p&gt;
&lt;p&gt;To view which modules are available, use:&lt;/p&gt;
&lt;div class=&#34;highlight&#34;&gt;&lt;pre tabindex=&#34;0&#34; style=&#34;color:#f8f8f2;background-color:#272822;-moz-tab-size:4;-o-tab-size:4;tab-size:4;&#34;&gt;&lt;code class=&#34;language-sh&#34; data-lang=&#34;sh&#34;&gt;&lt;span style=&#34;display:flex;&#34;&gt;&lt;span&gt;module avail
&lt;/span&gt;&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/div&gt;&lt;p&gt;and to use Matlab-R2023a:&lt;/p&gt;
&lt;div class=&#34;highlight&#34;&gt;&lt;pre tabindex=&#34;0&#34; style=&#34;color:#f8f8f2;background-color:#272822;-moz-tab-size:4;-o-tab-size:4;tab-size:4;&#34;&gt;&lt;code class=&#34;language-sh&#34; data-lang=&#34;sh&#34;&gt;&lt;span style=&#34;display:flex;&#34;&gt;&lt;span&gt;module add Matlab-R2023a&lt;span style=&#34;color:#e6db74&#34;&gt;`&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/div&gt;&lt;p&gt;For more info, see &lt;a href=&#34;https://modules.readthedocs.io/en/v5.3.1/module.html&#34; target=&#34;_blank&#34;&gt;the Environment Modules website&lt;/a&gt;.&lt;/p&gt;</description>
    </item>
    
    <item>
      <title>JupyterHub</title>
      <link>https://cncz.science.ru.nl/howto/jupyterhub/</link>
      <pubDate>Wed, 31 Aug 2022 06:38:28 +0000</pubDate>
      <author>Malte Rösner</author>
      <guid>https://cncz.science.ru.nl/howto/jupyterhub/</guid>
      <description>&lt;p&gt;&lt;a href=&#34;https://jupyterhub.readthedocs.io&#34; target=&#34;_blank&#34;&gt;JupyterHub&lt;/a&gt; is a multi-user Hub that
spawns, manages, and proxies multiple instances of the single-user
Jupyter notebook server. It can offer notebook servers to a class of
students, a scientific research project, or a high-performance computing
group.&lt;/p&gt;
&lt;p&gt;Please &lt;a href=&#34;https://cncz.science.ru.nl/howto/contact/&#34;&gt;contact C&amp;amp;CZ&lt;/a&gt; if you plan to use or are
interested in using the &lt;strong&gt;JupyterHub&lt;/strong&gt; for your course or project.&lt;/p&gt;
&lt;h2 id=&#34;login&#34;&gt;Login&lt;/h2&gt;
&lt;p&gt;The &lt;strong&gt;JupyterHub&lt;/strong&gt; is available via &lt;a href=&#34;https://jupyterhub22.science.ru.nl&#34; target=&#34;_blank&#34;&gt;https://jupyterhub22.science.ru.nl&lt;/a&gt;
and you can login with your &lt;strong&gt;Science&lt;/strong&gt; username / password combination.&lt;/p&gt;</description>
    </item>
    
    <item>
      <title>Nbgrader</title>
      <link>https://cncz.science.ru.nl/howto/nbgrader/</link>
      <pubDate>Tue, 30 Aug 2022 07:17:33 +0000</pubDate>
      <author>Malte Rösner</author>
      <guid>https://cncz.science.ru.nl/howto/nbgrader/</guid>
      <description>&lt;p&gt;NBGrader is a system for assigning and grading Jupyter notebooks.&lt;/p&gt;
&lt;h2 id=&#34;student-interface&#34;&gt;Student Interface&lt;/h2&gt;
&lt;p&gt;Using the assignment list extension within the JupyterHub, students may
conveniently view, fetch, submit, and validate their assignments.&lt;/p&gt;
&lt;p&gt;For details see:
&lt;a href=&#34;https://nbgrader.readthedocs.io/en/stable/user_guide/highlights.html#student-interface&#34; target=&#34;_blank&#34;&gt;https://nbgrader.readthedocs.io/en/stable/user_guide/highlights.html#student-interface&lt;/a&gt;&lt;/p&gt;
&lt;h2 id=&#34;instructor-interface&#34;&gt;Instructor Interface&lt;/h2&gt;
&lt;p&gt;The NBGrader services guide the instructor and teaching assistants
through assignment and grading tasks using the familiar JupyterHub
environment.&lt;/p&gt;
&lt;p&gt;For details see:
&lt;a href=&#34;https://nbgrader.readthedocs.io/en/stable/user_guide/highlights.html#instructor-interface&#34; target=&#34;_blank&#34;&gt;https://nbgrader.readthedocs.io/en/stable/user_guide/highlights.html#instructor-interface&lt;/a&gt;&lt;/p&gt;</description>
    </item>
    
    <item>
      <title>Crest</title>
      <link>https://cncz.science.ru.nl/howto/crest/</link>
      <pubDate>Fri, 24 Jun 2022 12:18:55 +0000</pubDate>
      <author></author>
      <guid>https://cncz.science.ru.nl/howto/crest/</guid>
      <description>&lt;h2 id=&#34;prerequisities&#34;&gt;Prerequisities&lt;/h2&gt;
&lt;ul&gt;
&lt;li&gt;Same as for &lt;a href=&#34;https://cncz.science.ru.nl/howto/gaussian/&#34;&gt;gaussian&lt;/a&gt;&lt;/li&gt;
&lt;li&gt;set-up environment (check &lt;a href=&#34;https://cncz.science.ru.nl/howto/gaussian/&#34;&gt;gaussian&lt;/a&gt;)&lt;/li&gt;
&lt;/ul&gt;
&lt;h2 id=&#34;general-topics&#34;&gt;General topics&lt;/h2&gt;
&lt;p&gt;General topics like queue handling, queues and similar are covered in
the &lt;a href=&#34;https://cncz.science.ru.nl/howto/gaussian/&#34;&gt;gaussian&lt;/a&gt; wiki entry.&lt;/p&gt;
&lt;h2 id=&#34;submitting-jobs&#34;&gt;Submitting jobs&lt;/h2&gt;
&lt;p&gt;Basic syntax of crest submission script is following:&lt;/p&gt;
&lt;p&gt;&lt;code&gt;cnorris@lilo7:~$ Crest structure.xyz&lt;/code&gt;&lt;/p&gt;
&lt;p&gt;where &lt;em&gt;structure.xyz&lt;/em&gt; is the structure which you want to submit.&lt;/p&gt;
&lt;p&gt;More advanced syntax looks like this:&lt;/p&gt;
&lt;p&gt;&lt;code&gt;cnorris@lilo7:~$ Crest structure.xyz -chrg 1 -uhf 0 -quick&lt;/code&gt;&lt;/p&gt;
&lt;p&gt;Here I’ve added quick keyword which makes the screening less in-depth
but it goes much quicker. I also added chrg keyword to define charge and
uhf keyword to define spin state. For more detailed description and full
list of keywords, please refer to &lt;a href=&#34;https://xtb-docs.readthedocs.io/en/latest/crestcmd.html&#34; target=&#34;_blank&#34;&gt;crest command line arguments
documentation&lt;/a&gt;.&lt;/p&gt;</description>
    </item>
    
    <item>
      <title>Gaussian</title>
      <link>https://cncz.science.ru.nl/howto/gaussian/</link>
      <pubDate>Mon, 13 Dec 2021 09:44:20 +0000</pubDate>
      <author></author>
      <guid>https://cncz.science.ru.nl/howto/gaussian/</guid>
      <description>&lt;h2 id=&#34;prerequisities&#34;&gt;Prerequisities&lt;/h2&gt;
&lt;ul&gt;
&lt;li&gt;Science (CNCZ) account.&lt;/li&gt;
&lt;li&gt;Being member of the qm, qmorgchem or qmteaching and gaussian groups
(ask Jan for access).&lt;/li&gt;
&lt;li&gt;&lt;a href=&#34;https://cncz.science.ru.nl/howto/vpn/&#34;&gt;Vpn&lt;/a&gt; (when working from home).&lt;/li&gt;
&lt;li&gt;SSH client (linux usually has &lt;a href=&#34;https://www.openssh.com/&#34; target=&#34;_blank&#34;&gt;OpenSSH&lt;/a&gt;,
windows - for instance &lt;a href=&#34;https://mobaxterm.mobatek.net/&#34; target=&#34;_blank&#34;&gt;MobaXterm&lt;/a&gt;
or &lt;a href=&#34;https://www.putty.org/&#34; target=&#34;_blank&#34;&gt;Putty&lt;/a&gt;).&lt;/li&gt;
&lt;li&gt;X11 client (linux usually has &lt;a href=&#34;https://www.openssh.com/&#34; target=&#34;_blank&#34;&gt;OpenSSH&lt;/a&gt;,
windows - for instance &lt;a href=&#34;https://mobaxterm.mobatek.net/&#34; target=&#34;_blank&#34;&gt;MobaXterm&lt;/a&gt;&lt;/li&gt;
&lt;li&gt;(optional) &lt;a href=&#34;https://winscp.net/eng/download.php&#34; target=&#34;_blank&#34;&gt;WinSCP&lt;/a&gt;&lt;/li&gt;
&lt;/ul&gt;
&lt;h2 id=&#34;video-guides&#34;&gt;Video guides&lt;/h2&gt;
&lt;p&gt;&lt;a href=&#34;https://youtu.be/krr8xk7LCCA&#34; target=&#34;_blank&#34;&gt;GUIDE&lt;/a&gt; how to setup environment for
Gaussian calculations in windows.&lt;/p&gt;
&lt;h2 id=&#34;setting-up-the-environment-to-be-done-once&#34;&gt;Setting-up the environment (to be done once)&lt;/h2&gt;
&lt;p&gt;To submit calculations easily you need to set-up the environment first.&lt;/p&gt;</description>
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