- 1 Introduction
- 2 Using the resources
- 3 Contact information and support
- 4 FAQ
- 4.1 Data storage
- 4.2 I am physically located in the LORIA building, is there a shorter path to connect?
- 4.3 How to access data in Inria/Loria
- 4.4 I submitted a job, there are free resources, but my job doesn't start as expected!
- 4.5 I have an important demo, can I reserve all resources in advance?
- 4.6 Can I use besteffort jobs in production ?
- 4.7 Is it possible to run Matlab?
- 4.8 Energy costs
- 4.9 How to cite / Comment citer
The Nancy Grid'5000 site also hosts clusters for production use (including clusters with GPUs). See Nancy:Hardware for details.
The usage rules differ from the rest of Grid'5000:
- Advance reservations (
oarsub -r) are not allowed (to avoid fragmentation). Only submissions (and reservations that start immediately) are allowed.
- All Grid'5000 users can use those nodes (provided they meet the conditions stated in Grid5000:UsagePolicy), but it is expected that users outside of LORIA / Inria Nancy -- Grand Est will use their own local production resources in priority, and mostly use those resources for tasks that require Grid'5000 features. Examples of local production clusters are Tompouce (Saclay), Igrida (Rennes), Plafrim (Bordeaux), etc.
Using the resources
Getting an account
Please use the request form here.
- The following fields must be filled as indicated:
- manager: lnussbaum
- site: nancy
- groups, roles: none
- privileges: user
- laboratory: LORIA
- team: SYNALP, MULTISPEECH, CARAMBA, CAPSID, etc, etc.
- You are automatically subscribed to the Grid'5000 users' mailing lists: email@example.com . This list is the user-to-user or user-to-admin communication mean to address help/support requests for Grid'5000.
Learning to use Grid'5000
Using deep learning software on Grid'5000
A tutorial for using deep learning software on Grid'5000, written by Ismael Bada is also available.
Using production resources
To access production resources, you need to submit jobs in the production queue or using the production job type:
oarsub -q production -I oarsub -q production -p "cluster='grele'" -I oarsub -q production -l nodes=2,walltime=24 -I oarsub -q production -l walltime=24 -t deploy 'sleep 100d' ...
oarsub -t production -I oarsub -t production -p "cluster='grele'" -I oarsub -t production -l nodes=2,walltime=24 -I oarsub -t production -l walltime=24 -t deploy 'sleep 100d'
Dashboards and status pages
- DrawGantt: Gantt diagram of jobs on the cluster
- Monika: currently running jobs
- Ganglia: status of nodes
- planned and ongoing maintenances, events and issues on Grid'5000
Contact information and support
- The Grid'5000 team can be contacted as described on the Support page.
- The Grid'5000 responsable de site for Nancy is Lucas Nussbaum (firstname.lastname@example.org)
- Ismael Bada (engineer funded by CPER LCHN) can also help local users, especially regarding requests related to deep learning on Grid'5000. (email@example.com)
To get support, you can:
- Use the firstname.lastname@example.org mailing list: all Grid'5000 users (700+ people) are automatically subscribed
- Use the email@example.com mailing list: all Grid'5000 users from Nancy are automatically subscribed
- Contact Ismael Bada (see above)
The Grid'5000 team does not have the resources (manpower) to do user support, such as helping with writing scripts, creating system images, etc. If you need such help, please contact either Ismael Bada (see above), or the SED service.
The data needed for experiments of the production teams is stored on the talc-data and talc-data2 NFS servers. talc-data2 is a regular Group Storage server, and talc-data is a storage server dedicated to the multispeech research team, but compatible with the Group Storage mechanisms.
talc-data2 provides 213T of storage space. talc-data contains three disk bays (baie, baie2 and baie3) respectively hosting volumes talc, talc2 and talc2, respectively providing 58T + 58T + 71T = 187T of storage space.
LV VG Attr LSize Pool Origin Data% Meta% Move Log Cpy%Sync Convert talc baie -wi-ao---- 58.21t talc2 baie2 -wi-ao---- 58.21t talc3 baie3 -wi-ao---- 71.28t
/dev/mapper/baie2-talc2 on /export/group/talc2 type ext4 (rw,relatime,data=ordered) /dev/mapper/baie3-talc3 on /export/group/talc3 type ext4 (rw,relatime,data=ordered) /dev/mapper/baie-talc on /export/group/talc type ext4 (rw,relatime,stripe=32752,data=ordered)
Those repositories have the same permissions as any Group Storage volumes on their root folder,
drwxrws--T+ 4 root sto-multispeech 4096 Oct 13 22:13 talc drwxrws--T+ 4 root sto-multispeech 4096 Mar 14 2019 talc2 drwxrws--T+ 4 root sto-multispeech 4096 Oct 10 10:50 talc3
but unlike other Group Storage volumes, they contain old data which is not affected by those permissions. Only the newly created directories under the root folder inherit those permissions.
Please remember that those data are hosted on a NFS server that is not recommended for compute usage.
For other shorter term storage support, see Storage.
I am physically located in the LORIA building, is there a shorter path to connect?
If for some reason you don't want to go through Grid'5000 national access machines (access-south and access-north), you can also connect directly using
How to access data in Inria/Loria
bastionssh.loria.fr is an access machine hosted on Loria side. That machine can be used to access all services in the Inria/Loria environment.
You need to use the SSH ProxyCommand for that purpose.
Ajust the following lines for your
Host accessloria Hostname bastionssh.loria.fr User jdoe # to be replaced by your LORIA login Host *.loria User jdoe # to be replaced by your LORIA login ProxyCommand ssh accessloria -W $(basename %h .loria):%p
With that setup, you can now use :
- Rsync to synchronize your data on Inria/Loria environment and data on your local home on Grid'5000 frontend
- Sshfs to mount directly your data directory on Inria/Loria environment under your local home. <=> mount your /user/my_team/my_username (origin = bastionssh.loria.fr) on fnancy (destination = a folder on fnancy).
To unmount the remote filesystem:
Given that bastionssh.loria.fr only accepts logins using SSH key, you cannot simply connect with your LORIA password.
I submitted a job, there are free resources, but my job doesn't start as expected!
Most likely, this is because of our configuration of resources restriction per walltime. In order to make sure that someone requesting only a few nodes, for a small amount of time will be able to get soon enough, the nodes are split into categories. This depends on each cluster and is visible in the Gantt chart. An example split is:
- 20% of the nodes only accept jobs with walltime lower than 1h
- 20% -- 2h
- 20% -- 24h
- 20% -- 48h
- 20% -- one week
Note that best-effort jobs are excluded from those limitations.
Another enabled OAR feature that could impact the scheduling of your jobs is the OAR karma: this feature assigns a dynamic priority to submissions based on the history of submissions by a specific user. With that feature, the jobs from users that rarely submit jobs will be generally scheduled earlier than jobs from heavy users.
I have an important demo, can I reserve all resources in advance?
There's a special challenge queue that can be used to combine resources from the classic Grid'5000 clusters and the production clusters for special events. If you would like to use it, please get in touch with the clusters managers.
Can I use besteffort jobs in production ?
Yes, you can submit a besteffort job on the production resources by using OAR
-t besteffort option. Here is an exemple:
If you didn't specify the
-q production option, your job could run on both production and non-production resources.
Is it possible to run Matlab?
Yes, through SSH tunneling to access UL license server (access to bastionssh.loria.fr required). More information is available in this document.
Grid'5000 nodes are automatically shut down when they are not reserved so, when possible, it is a good idea to reserve nodes during cheaper time slots.
Electricity costs are currently:
- Heures pointe: Décembre, Janvier, Février; 09H00-11H00/18H00-20H00
- Heures Pleines Hiver: 06H00-22H00 (hors heures de pointe précisées à l’article 18).
- Heures Creuses Hiver: 22H00-06H00
- Heures Pleines Eté: 06H00-22H00
- Heures Creuses Eté: 22H00-06H00
- Le dimanche ne comprend que des heures creuses en hiver et été.
- Cout du KWh
- Heure pointe 10,893c€/KWh
- Heure Pleine Hiver 6,535c€/KWh
- Heure Creuse Hiver 4,474c€/KWh
- Heure Pleine Eté 4,125c€/KWh
- Heure Creuse Eté 2,580c€/KWh
How to cite / Comment citer
If you use the Grid'5000 production clusters for your research and publish your work, please add this sentence in the acknowledgements section of your paper:
Experiments presented in this paper were carried out using the Grid'5000 testbed, supported by a scientific interest group hosted by Inria and including CNRS, RENATER and several Universities as well as other organizations (see https://www.grid5000.fr).