Update to LUMI PyTorch Example 09/2023 #41
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eskech
approved these changes
Sep 20, 2023
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| ## Running the PyTorch examples on LUMI using the built container | ||
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| Copy everything to LUMI and submit one of the SLURM batch scripts: | ||
| Copy everything to LUMI, update the `--account=project_<your_project_id>` SBATCH directive in the SLURM batch scripts, and submit one of the SLURM batch scripts: |
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When we have the student sbatch wrapper we should link it here.
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Update to the LUMI PyTorch examples to the most recent stable versions of Python, ROCm, and PyTorch as of 09/2023. Also includes updates to the LUMI SLURM scripts since the
eappartition is no longer available on LUMI.I have tested these examples on LUMI using
cotainr build lumi_pytorch_rocm_demo.sif --base-image docker://rocm/dev-ubuntu-22.04:5.6.1-complete --conda-env py311_rocm542_pytorch.yml, since the--system=lumi-goption still provides the "rocm-terminal" image which does not include all the ROCm pieces needed for the PyTorch wheels.A few notes about performance of the examples:
torchrunconfiguration is needed to get better GPU utilization.