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<strong>Use of the teogpu01 resource</strong>
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You can find below some general instructions to login and use the teogpu01 resource for machine learning studies.
By now there are two GPUS:
 
- Nvidia Tesla-V100 32Gb
 
- Nvidia Tesla-V100S 32Gb
 
The machine is part of our Genova IT cluster, and belongs to Group-IV (teo). All members of the teo group can access it at teogpu01. All members of other groups interested in trying or using the resource should contact the IT support.
To access the machine one has to first log into our frontend “linuxge.ge.infn.it" with
 
<nowiki>ssh username@linuxge.ge.infn.it</nowiki>
 
Once in the frontend, the teogpu01 machine can be reached with
 
<nowiki>ssh teogpu01</nowiki>
 
The area in /mnt/project_mnt/teo_fs is a disk reserved to the theory group (Group IV) with some write permissions to members of other groups that need to use the GPU.
In this area you can create your own folder calling it as your username.
 
These "user" folders should be made private (ask IT support for this).
 
Moreover, the folder /mnt/project_mnt/teo_fs contains the following folders:
 
- anaconda3_ml: this contains a working installation of Anaconda 3 shared among all users as explained later;
 
- Software/texlive: containing an installation of TeXLive 2020 (necessary, for instance, to use latex labels in Matplotlib);
 
- Software/VSCode-linux-x64: containing Visual Studio Code.
 
In order to use these softwares you have to add the corresponding paths to your .bashrc.
I suggest you to add the following lines to your ~/.bashrc file:
 
<nowiki>
# Set TeXLive paths
export PATH=/mnt/project_mnt/teo_fs/Software/texlive/2020/bin/x86_64-linux:$PATH
export MANPATH=/mnt/project_mnt/teo_fs/Software/texlive/2020/texmf-dist/doc/man:$MANPATH
export INFOPATH=/mnt/project_mnt/teo_fs/Software/texlive/2020/texmf-dist/doc/info:$INFOPATH
# Set VSCode path
export PATH=/mnt/project_mnt/teo_fs/Software/VSCode-linux-x64/bin:$PATH
# >>> conda initialize >>>
# !! Contents within this block are managed by 'conda init' !!
__conda_setup="$('/mnt/project_mnt/teo_fs/anaconda3_ml/bin/conda' 'shell.bash' 'hook' 2> /dev/null)"
if [ $? -eq 0 ]; then
    eval "$__conda_setup"
else
    if [ -f "/mnt/project_mnt/teo_fs/anaconda3_ml/etc/profile.d/conda.sh" ]; then
        . "/mnt/project_mnt/teo_fs/anaconda3_ml/etc/profile.d/conda.sh"
    else
        export PATH="/mnt/project_mnt/teo_fs/anaconda3_ml/bin:$PATH"
    fi
fi
unset __conda_setup
# <<< conda initialize <<<
# Set path for CUDA libraries
export LD_LIBRARY_PATH=$LD_LIBRARY_PATH:/usr/local/cuda/lib64/</nowiki>
 
 
After you add these just either source again the .bashrc with
 
<nowiki>source ~/.bashrc</nowiki>
 
or close and re-open the shell (log out and log in again).
 
Now, if everything works fine, you should automatically get the (base) environment activated.
You can list available conda environments with 
 
<nowiki>conda env list</nowiki>
 
You will see that there are several environments, all starting with some username and all located in /mnt/project_mnt/teo_fs/anaconda3_ml/envs.
 
The rule we try to respect is: each user creates environments in the /mnt/project_mnt/teo_fs/anaconda3_ml/envs folder named “username_env_name”. To manage (create/delete/etc) environments just follows the instructions here:
 
https://docs.conda.io/projects/conda/en/latest/user-guide/tasks/manage-environments.html
 
Some users (from group I) experienced the problem that, creating environments simply by
 
<nowiki>conda create --name myenv</nowiki>
 
the environment was created under their home folder. I believe it is better to avoid this, so, if you see that your environment was not created in /mnt/project_mnt/teo_fs/anaconda3_ml/envs, just delete it and recreate it using the --prefix option as follows:
 
<nowiki>conda create --prefix /mnt/project_mnt/teo_fs/anaconda3_ml/envs --name myenv</nowiki>
 
The anaconda3_ml folder is configured in such a way that all environments are readable by anybody, so that anybody can activate all of them, but only the creator of each environment can modify it. This should simplify collaboration in the sense that if someone wants to run someone else’s code, he/she can do it using his/her environments, to maximize compatibility.
 
teogpu01 has htop and nvtop installed, two tools that allow to monitor processes on CPU and GPU respectively.
 
If anybody needs to access files on CERN eos (for instance stuff that is located and shared with the CERNbox), eos file system can be mounted with
 
<nowiki>kinit user@CERN.CH</nowiki>
 
If anybody needs to use python interactively with Jupiter notebooks, it is possible to open the notebook on the remote machine and use it from a local browser (which makes the experience almost identical to just using Jupiter on your local machine). This can be done by forwarding ports as follows:
 
From the local machine:
 
<nowiki>ssh -J username@linuxge.ge.infn.it -L xxxx:localhost:yyyy username@teogpu01.ge.infn.it</nowiki>
 
Now that you are logged on teogpu01 with port forwarding launch a notebook without a browser
 
<nowiki>jupyter notebook --no-browser —-port=yyyy &</nowiki>
 
on local machine open your browser at
 
http://localhost:xxxx
 
and insert the token printed in the command line (or cut/paste full url with token)
 
To list running Jupiter servers you can use
 
<nowiki>jupyter notebook list</nowiki>
 
and to stop any server
 
<nowiki>jupyter notebook stop port_number</nowiki>
 
The xxxx, yyyy, zzzz above are three port numbers implementing the port forwarding. For instance something like xxxx=7002, yyyy=7001 and zzzz=7000. If ports are already in use you will get a warning message.
 
Finally, to keep a good environment consistency, we suggest to use conda with the conda-forge channel to install packages whenever possible and only use pip when there is no other option. To use conda with conda-forge channel just do
 
<nowiki>conda install -c conda-forge your_package</nowiki>

Latest revision as of 12:21, 10 October 2025

Introduction:
On-line poker features skilled an amazing increase in popularity within the last decade, revolutionizing the way enthusiasts go through the game. This report is designed to offer an extensive overview of the greatest online poker platforms currently available, examining key features, user interface, online game variety, safety actions, and player comments to determine the top contenders within the electronic poker world.

System 1: PokerStars
PokerStars is undoubtedly probably the most popular internet poker systems globally, accommodating countless people. Offering a user-friendly interface, an extensive variety of poker variants, including Texas Hold'em, Omaha, and Seven-Card Stud, PokerStars provides players with a traditional and immersive poker experience. The platform additionally boasts a robust security system to make certain fair play in addition to protection of people' resources.

System 2: 888poker
888poker is yet another business frontrunner which has garnered a loyal individual base. It is acknowledged for its wide range of poker games, including money games, tournaments, and Sit & Go tables. With a sleek software and various customizable settings, 888poker caters to people of all of the ability amounts. The working platform emphasizes safety, strict legislation, and uses state-of-the-art encryption technology to safeguard player information.

Platform 3: partypoker
Partypoker has made significant strides to determine itself as a prominent player in the online poker arena. The working platform offers numerous poker variations, plus special features such as FastForward Poker and energy Series Tournaments that attract both novice and experienced players. With intuitive navigation, personalized avatars, and a very good dedication to accountable gaming, partypoker ensures a pleasurable and safe online poker knowledge.

Platform 4: GGPoker
GGPoker, a somewhat brand-new system, has actually quickly gained recognition and popularity among poker enthusiasts. Recognized for its revolutionary functions, such as Smart HUD, multi-table functionality, and integral competition staking, GGPoker provides a dynamic and appealing video gaming knowledge. Also, the working platform provides a wide range of tournaments, appealing promotions, and highly receptive customer support.

System 5: PokerBros
PokerBros is unique in its approach, supplying people utilizing the mobility to produce personal groups and invite pals to take part in exclusive poker games. This platform prioritizes personal interaction, enabling players to chat, deliver gift suggestions, and develop interactions inside their groups. Although PokerBros may have a smaller sized player base in comparison to other systems, its give attention to cultivating a community-oriented environment establishes it apart inside internet poker sphere.

Summary:
In closing, the internet poker business offers a diverse selection of systems to serve various player choices. While most of the systems discussed within report have actually distinct advantages, it is necessary for players to carefully think about their certain needs, like online game selection, protection actions, and graphical user interface, before choosing ideal internet poker platform with regards to their video gaming journey. No matter what the chosen system, internet poker continues to thrive, taking the excitement and method for the online game to people across the globe.