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.
-* Install any missing modules if necessary. (Since the compute nodes don't have internet access, some packages won't be available. In that case, contact us for support.)
+* 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