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1 | | -Installation on Juwels (JSC) |
2 | | ----------------------------- |
| 1 | +Installation on JUWELS Booster (JSC) |
| 2 | +------------------------------------ |
| 3 | + |
| 4 | +Log into a JUWELS booster node either with ``ssh`` or by opening a terminal |
| 5 | +in the `JupyterLabs <https://jupyter-jsc.fz-juelich.de/>`_ (choose JUWELS as |
| 6 | +system and LoginNodeBooster as Partition). |
| 7 | + |
| 8 | + |
| 9 | +Create a ``profile.optimas`` file in your home directory with the following content |
| 10 | + |
| 11 | +.. code:: |
| 12 | +
|
| 13 | + module purge |
| 14 | + module load Stages/2023 |
| 15 | + module load GCC |
| 16 | + module load ParaStationMPI |
| 17 | + module load CUDA |
| 18 | + module load SciPy-bundle |
| 19 | + module load mpi4py |
| 20 | +
|
| 21 | +you can do this from the command line by executing ``cat > ~/profile.optimas`` and |
| 22 | +pasting the lines above. To save the file, finalize by pressing ``Ctrl+D``. |
| 23 | + |
| 24 | +Load the source file |
| 25 | + |
| 26 | +.. code:: |
| 27 | +
|
| 28 | + source ~/profile.optimas |
| 29 | +
|
| 30 | +
|
| 31 | +Create a new environment for optimas |
| 32 | + |
| 33 | +.. code:: |
| 34 | +
|
| 35 | + python -m venv $PROJECT/<username>/pyenvs/optimas_env |
| 36 | +
|
| 37 | +
|
| 38 | +Activate the environment |
| 39 | + |
| 40 | +.. code:: |
| 41 | +
|
| 42 | + source $PROJECT/<username>/pyenvs/optimas_env/bin/activate |
| 43 | +
|
| 44 | +
|
| 45 | +Install ``optimas`` |
| 46 | + |
| 47 | +.. code:: |
| 48 | +
|
| 49 | + pip install optimas |
| 50 | +
|
| 51 | +
|
| 52 | +Installing FBPIC and Wake-T (optional) |
| 53 | +~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ |
| 54 | +A common use case for ``optimas`` is to optimize the output of a plasma acceleration |
| 55 | +simulation with FBPIC or Wake-T (or both). If you need any of these tools, you |
| 56 | +can follow the instructions below to install them in your ``optimas_env`` |
| 57 | +environment. |
| 58 | + |
| 59 | +Install FBPIC: |
| 60 | + |
| 61 | +.. code:: |
| 62 | +
|
| 63 | + pip install cupy-cuda117 |
| 64 | + pip install fbpic |
| 65 | +
|
| 66 | +
|
| 67 | +Install Wake-T: |
| 68 | + |
| 69 | +.. code:: |
| 70 | +
|
| 71 | + pip install Wake-T |
| 72 | +
|
| 73 | +Install openPMD-viewer for data analysis |
| 74 | + |
| 75 | +.. code:: |
| 76 | +
|
| 77 | + pip install openPMD-viewer |
| 78 | +
|
| 79 | +
|
| 80 | +Running an optimas job |
| 81 | +~~~~~~~~~~~~~~~~~~~~~~ |
| 82 | +The following script can be used to submit an ``optimas`` job to the JUWELS |
| 83 | +booster (i.e., the ``booster`` partition). For testing, use the |
| 84 | +``develbooster`` partition instead. This script assumes that you |
| 85 | +need one node with 4 GPUs and that your optimas script is called |
| 86 | +``run_optimization.py``. |
| 87 | + |
| 88 | +Make sure to replace ``project_account``, ``user_email`` and ``username`` with |
| 89 | +your data. |
| 90 | + |
| 91 | +.. code:: |
| 92 | +
|
| 93 | + #!/bin/bash |
| 94 | +
|
| 95 | + #SBATCH --job-name optimas |
| 96 | + #SBATCH --nodes=1 |
| 97 | + #SBATCH --partition=booster |
| 98 | + #SBATCH --account=<project_account> |
| 99 | + #SBATCH --time=12:00:00 |
| 100 | + #SBATCH --output=stdout |
| 101 | + #SBATCH --error=stderr |
| 102 | + #SBATCH --mail-type=END |
| 103 | + #SBATCH --mail-user=<user_email> |
| 104 | +
|
| 105 | + # Activate environment |
| 106 | + source ~/profile.optimas |
| 107 | + source $PROJECT/<username>/pyenvs/optimas_env/bin/activate |
| 108 | +
|
| 109 | + python run_optimization.py |
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