Translations:Tutoriel Apprentissage machine/40/en

• Create and activate a virtual environment in $SLURM_TMPDIR (this variable points to a directory on the local disk, directly attached to the compute node). Do not use Anaconda. For example:

$ virtualenv --no-download $SLURM_TMPDIR/env

• Install the modules that you will need. For TensorFlow, install the module tensorflow_gpu; 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.)
• Create a file requirements.txt in order to recreate this virtual environment:

(env) $ pip freeze > ~/requirements.txt