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denisbertini avatar denisbertini commented on July 30, 2024 1
  • you are right about tuning on microarchitectures, using container instead of working directly on bare metal nodes is a compromise. One can discuss about pros and cons for long and i do no thing it is relevant here.
    One should take this just as another way to run warpx on HPC clusters.

  • I did no think for now about publishing the images, but yes Dockerhub could be a possibility, but certainly coming with storage limitations. Best is to have your own local registry with controllable storage capabilties.

  • About implementing other warpx options: of course one can add other option to the building procedure in the .def files.

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ax3l avatar ax3l commented on July 30, 2024

Thank you @denisbertini , that is awesome! We have containers planned for users but did not yet get to it.

I would suggest the following workflow: we could build singularity containers via GitHub actions cronjob nightly and on every release.

There are a few nitpicks with containers we need to be aware of:

  • we cannot tune for CPU microarchitectures, which according to our tests usually leaves about 2.5% performance on the table, but this gap might increase a bit in the future
  • we need to build at least for OpenMPI and MPICH, to be compatible with many host MPIs.

Do you have a good workflow for publishing the generated images? GitHub has a registry, but I think the storage is very limited (we can ask for more, but not clear if we get it). Is there something like Dockerhub for Singularity these days?

Small note: your containers do not yet build the RZ geometry, so we can add that, too :)
-DWarpX_DIMS="1;2;RZ;3"

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ax3l avatar ax3l commented on July 30, 2024

One should take this just as another way to run warpx on HPC clusters.

Oh yes, fully agree. Was just listing for completeness. I think it is a great addition and we can add a comment in the docs to be transparent. I think this will be super useful for many workflows, including AI/ML, optimization runs, etc.

own local registry with controllable storage capabilties

Ok, gotta check. We might be able to use NERSC's GitLab as well.

About implementing other warpx options: of course one can add other option to the building procedure in the .def files.

Yup, that's what I was thinking, too 👍

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