Translations:Tutoriel Apprentissage machine/40/en: Difference between revisions

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* [[Python#Creating_and_using_a_virtual_environment|Create and activate a virtual environment]] in <tt>$SLURM_TMPDIR</tt> (this variable points to a directory on the local disk, directly attached to the compute node). [[AI_and_Machine_Learning#Avoid_Anaconda|Do not use Anaconda]]. For example:
* Activate your virtual environment.
 
$ virtualenv --no-download $SLURM_TMPDIR/env
* Install the modules that you will need. For ''TensorFlow'', install the module <tt>tensorflow_gpu</tt>; it is a version of this software optimized for Compute Canada clusters.  
* Try to run your program.  
* Try to run your program.  
* Install any missing modules if necessary.
* Install any missing modules if necessary. Since the compute nodes don't have internet access, you will have to install them from a login node. Please refer to our documentation on [[Python#Creating_and_using_a_virtual_environment|virtual environments]].
* Create a file <tt>requirements.txt</tt> in order to recreate this virtual environment:
* Note the steps that you took to make your program work.
(env) $ pip freeze > ~/requirements.txt

Latest revision as of 15:34, 30 March 2021

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Message definition (Tutoriel Apprentissage machine)
* Activez votre environnement virtuel Python
* Tentez d'exécuter votre programme
* Installez les paquets manquants s'il y a lieu. Les noeuds de calcul n'ayant d'accès à Internet, vous devrez faire l'installation à partir d'un noeud de connexion. Référez-vous à notre [[Python/fr#Cr.C3.A9er_et_utiliser_un_environnement_virtuel|documentation sur les environnements virtuels Python]] pour plus de détails.
* Notez les étapes qui ont été nécessaires pour faire fonctionner le votre programme
  • Activate your virtual environment.
  • Try to run your program.
  • Install any missing modules if necessary. Since the compute nodes don't have internet access, you will have to install them from a login node. Please refer to our documentation on virtual environments.
  • Note the steps that you took to make your program work.
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