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institute_lorentz:xmaris [2022/06/10 08:29] – [Access via an ssh client] lenocilinstitute_lorentz:xmaris [2022/06/10 14:03] – [Suggested readings] lenocil
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-:!: If you were a maris user prior to the configuration switch to xmaris, you might find out that many terminal functions and programs could not be working as expected. This is due to the presence in your xmaris home directory of old shell initialisation scripts still tied to the STRW sfinx environment. You can override them (preferably after making a backup copy) by replacing their contents with the default CentOS shell initialisation scripts, for instance for bash these are located in ''/etc/skel/.bashrc'' and ''/etc/skel/.bash_profile''.+|:!: If you were a maris user prior to the configuration switch to xmaris, you might find out that many terminal functions and programs could not be working as expected. This is due to the presence in your xmaris home directory of old shell initialisation scripts still tied to the STRW sfinx environment. You can override them (preferably after making a backup copy) by replacing their contents with the default CentOS shell initialisation scripts, for instance for bash these are located in ''/etc/skel/.bashrc'' and ''/etc/skel/.bash_profile''|
 ==== Web access ==== ==== Web access ====
  
 Xmaris services, that is terminal, scheduler/resource manager, jupyter notebooks and monitoring facilities, can be accessed easily via a browser without the need of additional plugins navigating to [[https://xmaris.lorentz.leidenuniv.nl:4433|xmaris OpenOnDemand]]. Xmaris services, that is terminal, scheduler/resource manager, jupyter notebooks and monitoring facilities, can be accessed easily via a browser without the need of additional plugins navigating to [[https://xmaris.lorentz.leidenuniv.nl:4433|xmaris OpenOnDemand]].
  
-{{:institute_lorentz:oodxmaris1.png?direct&600}}  {{:institute_lorentz:oodxmaris2.png?direct&400}}+{{ :institute_lorentz:oodxmaris1.png?direct&1000 }}  
  
-Similarly to a traditional shell access, Xmaris OpenOnDemand is available only for connections within the __IL intranet__. IL users  who wish to access OpenOnDemand from their remote home locations could for example instruct their browsers to SOCKS-proxy their connections via our SSH server. +Similarly to a traditional shell access, Xmaris OpenOnDemand is available only for connections within the __IL intranet__. IL users  who wish to access OpenOnDemand from their remote home locations could for example use the [[:vpn#lorentz_institute|IL VPN]] or instruct their browsers to SOCKS-proxy their connections via our SSH server. 
-Open a local terminal and type +Open a local terminal and type (substitute username with your IL username)
  
 <code bash> <code bash>
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   * Submit batch jobs to the slurm scheduler/resource manager.   * Submit batch jobs to the slurm scheduler/resource manager.
   * Open a terminal.   * Open a terminal.
-  * Launch interactive jupyter notebooks.+  * Launch interactive applications such as jupyter notebooks, tensorboard, virtual desktops, etc..
   * Monitor cluster usage.   * Monitor cluster usage.
   * Create and launch your very own OnDemand application (read [[https://osc.github.io/ood-documentation/master/app-development/tutorials-passenger-apps.html|here]]).   * Create and launch your very own OnDemand application (read [[https://osc.github.io/ood-documentation/master/app-development/tutorials-passenger-apps.html|here]]).
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 |maris075 |gpuIntel|2 x Nvidia Tesla P100 16GB | 6.0| |maris075 |gpuIntel|2 x Nvidia Tesla P100 16GB | 6.0|
  
-Use the ''--gres'' slurm option to allocate them for your job,  for instance via ''srun -p gpuIntel --gres=gpu:1 --pty bash -i''.+Xmaris GPUs must be allocated using slurm'''--gres'' option,  for instance  
 +<code bash> 
 +srun -p gpuIntel --gres=gpu:1 --pty bash -i 
 +</code>
 ===== Xmaris scientific software ===== ===== Xmaris scientific software =====
  
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 Any pre-installed software can be made available in your environment via the ''module load <module_name>'' command. Any pre-installed software can be made available in your environment via the ''module load <module_name>'' command.
  
-It is possible to save a list of modules you use often in a //module collection// to load them in one command+It is possible to save a list of modules you use often in a //module collection// to load them just with one command
 <code bash> <code bash>
 module load mod1 mod2 mod3 mod4 mod5 mod6 module load mod1 mod2 mod3 mod4 mod5 mod6
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 |TensorFlow-1.15.0-Miniconda3/4.7.10| CPU| All| | |TensorFlow-1.15.0-Miniconda3/4.7.10| CPU| All| |
  
-To create and use a tensorflow-aware jupyter kernel that is compatible with xmaris' OpenOnDemand interface do+The following example shows how you can create a tensorflow-aware jupyter notebook kernel that you can use for instance via the OpenOnDemand interface 
  
 <code bash> <code bash>
-only on maris075 (GPU node)+We use maris075 (GPU node) and load the optimised tf module
 ml load TensorFlow/2.1.0-fosscuda-2019b-Python-3.7.4 ml load TensorFlow/2.1.0-fosscuda-2019b-Python-3.7.4
-pip install --user ipykernel==5.1.2 + 
-pip install --user jupyter-client==5.3.1 +# We install ipykernel, because necessary to run py notebooks 
-ipython kernel install --name=tf210gpuquantum --user+python -m pip install ipykernel --user 
 + 
 +# We create a kernel called TFQuantum based on python from TensorFlow/2.1.0-fosscuda-2019b-Python-3.7.4 
 +python -m ipykernel install --name TFQuantum --display-name "TFQuantum" --user 
 + 
 +# We edit the kernel such that it does not execute python directly 
 +# but via a custom wrapper script 
 +cat $HOME/.local/share/jupyter/kernels/tfquantum/kernel.json 
 + 
 +
 + "argv":
 +  "/home/lenocil/.local/share/jupyter/kernels/tfquantum/wrapper.sh", 
 +  "-m", 
 +  "ipykernel_launcher", 
 +  "-f", 
 +  "{connection_file}" 
 + ], 
 + "display_name": "TFQuantum", 
 + "language": "python", 
 + "metadata":
 +  "debugger": true 
 + } 
 +
 + 
 +# The wrapper script will call python but only after loading any 
 +# appropriate module 
 +cat /home/lenocil/.local/share/jupyter/kernels/tfquantum/wrapper.sh 
 + 
 +#!/bin/env bash 
 +ml load TensorFlow/2.1.0-fosscuda-2019b-Python-3.7.4 
 + 
 +exec python $@ 
 + 
 +# DONE. tfquantum will appear in the dropdown list of kernels 
 +# upon creating a new notebook 
 </code> </code>
  
-When launching a jupyter notebook remember to specify ''TensorFlow/2.1.0-fosscuda-2019b-Python-3.7.4'' as an extra runtime module.+
  
 === TensorFlow with Graphviz === === TensorFlow with Graphviz ===
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     * via a traditional //configure/make// procedure     * via a traditional //configure/make// procedure
  
-Whatever installation method you might choose, please note that you do not have administrative rights to the cluster. +Whatever installation method you might choose, please note that you **do not have** administrative rights to the cluster. 
  
  
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 </code> </code>
  
-:!: The environment variable ''EASYBUILD_OPTARCH'' instructs EasyBuild to compile software in a generic way so that it can be used on different CPUs. This is rather convenient in heterogeneous clusters such as xmaris to avoid recompilations of the same softwares on different compute nodes. This convenience comes of course at a cost; the executables so produced will not be as efficient as they would be on a given CPU. For more info read [[https://easybuild.readthedocs.io/en/latest/Controlling_compiler_optimization_flags.ht +|:!: The environment variable ''EASYBUILD_OPTARCH'' instructs EasyBuild to compile software in a generic way so that it can be used on different CPUs. This is rather convenient in heterogeneous clusters such as xmaris to avoid recompilations of the same softwares on different compute nodes. This convenience comes of course at a cost; the executables so produced will not be as efficient as they would be on a given CPU. For more info read [[https://easybuild.readthedocs.io/en/latest/Controlling_compiler_optimization_flags.ht 
-ml|here]].+ml|here]].|
  
-:!: When compiling OpenBLAS it is not sufficient to define ''EASYBUILD_OPTARCH'' to ''GENERIC'' to achieve portability of the executables. Some extra steps must be taken as described in https://github.com/easybuilders/easybuild/blob/master/docs/Controlling_compiler_optimization_flags.rst. A list of targets supported by OpenBLAS can be found [[https://github.com/xianyi/OpenBLAS/blob/develop/TargetList.txt|here]].+|:!: When compiling OpenBLAS it is not sufficient to define ''EASYBUILD_OPTARCH'' to ''GENERIC'' to achieve portability of the executables. Some extra steps must be taken as described in https://github.com/easybuilders/easybuild/blob/master/docs/Controlling_compiler_optimization_flags.rst. A list of targets supported by OpenBLAS can be found [[https://github.com/xianyi/OpenBLAS/blob/develop/TargetList.txt|here]].|
  
 Then execute  Then execute 
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 to make available to the ''module'' comamnd any of the softwares built in your EasyBuild userspace. to make available to the ''module'' comamnd any of the softwares built in your EasyBuild userspace.
  
-:!: ''module use <path>'' will prepend <path> to your  ''MODULEPATH''. Should you want to append it instead, then add the option ''-a''. To remove <path> from ''MODULEPATH'' execute ''module unuse <path>''.+|:!: ''module use <path>'' will prepend <path> to your  ''MODULEPATH''. Should you want to append it instead, then add the option ''-a''. To remove <path> from ''MODULEPATH'' execute ''module unuse <path>''.|
  
 Should you want to customise the building process of a given software please read how to implement [[https://easybuild.readthedocs.io/en/latest/Implementing-easyblocks.html|EasyBlocks]] and write [[https://easybuild.readthedocs.io/en/latest/Writing_easyconfig_files.html|EasyConfig]] files  or  Should you want to customise the building process of a given software please read how to implement [[https://easybuild.readthedocs.io/en/latest/Implementing-easyblocks.html|EasyBlocks]] and write [[https://easybuild.readthedocs.io/en/latest/Writing_easyconfig_files.html|EasyConfig]] files  or 
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 ===== Suggested readings ===== ===== Suggested readings =====
  
-  * https://slurm.schedmd.com/archive/slurm-18.08.6/+  * https://slurm.schedmd.com/archive/slurm-21.08.8-2/
   * https://osc.github.io/ood-documentation/master/   * https://osc.github.io/ood-documentation/master/
   * https://www.gnu.org/gnu/linux-and-gnu.en.html   * https://www.gnu.org/gnu/linux-and-gnu.en.html
institute_lorentz/xmaris.txt · Last modified: 2022/11/30 08:50 by lenocil