Procedure:
----------
  1. Contact https://helpdesk.inria.fr/ to register your public ssh key to ssh.saclay.inria.fr
  2. Connect to the Inria frontend: ssh -A your_username@ssh.saclay.inria.fr (-A is for agent transfer, necessary for the next step)
  3. Connect to the SGE frontend: ssh -A 195.83.212.209
  4. Copy your installation directory from your personal space to the cluster, using scp or svn
  5. Load the available modules, if needed (cf.1)
  6. Compile your project
  7. Access to an arbitrary node with "qlogin" and test that the execution is correct
  8. Write a sge script (bash script but with additionnal syntax for SGE) for running your experiments (cf.2)
  9. From the SGE frontend, submit your job with qsub your_script_name
  10. Monitor the execution of your job with qstat (qstat -u "*" for all users)
  11. If something goes wrong, delete the job with qdel
  12. Copy back the results to your personal space

Recommendations:
----------
The disk space used by my files were multiplied by 2, possibly due to backups.
Since the quota disk is not so high, it is possible to ask for a temporary space on the disk "scratch", which does NOT offer automatic backup service.
In this configuration, a proper sge script shall copy your working space on scratch, launch the experiments, copy back the results and clean.
It is also possible to launch a python script from the sge script if your prefer python to bash.

Additionnal remarks (1):
----------
Use the following commands to adjust your environment:
'module avail' - show available modules
'module add <module>' - adds a module to your environment for this session
'module initadd <module>' - configure module to be loaded at every login

Or you can install your librairies in your local path.

For instance to install Python 3 & Theano :
$ wget lien Anaconda3 (linux 64) (or a smaller one miniconda3 Minconda3 (linux64))
$ bash Anaconda_downloaded.sh
$ source .anaconda #ajout de la source anaconda ?

That should add this two lines in your .bashrc file I think :
# added by Miniconda3 4.1.11 installer
export PATH="/home/tao/USERNAME/miniconda3/bin:$PATH"


$ git clone https://github.com/Theano/Theano
$ cd Theano
$ python setup.py develop


If you are experiencing technical difficulties, you can contact the administrators at https://helpdesk.inria.fr/. (3)

References (2)
----------
  • http://gridscheduler.sourceforge.net/htmlman/manuals.html
  • http://star.mit.edu/cluster/docs/0.92rc2/guides/sge.html
  • https://wikis.utexas.edu/display/CCBB/sge-tutorial