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Large Scale Benchmarking#

Parallel#

You can run your optimization via 

python -m carps.run \
    +optimizer/randomsearch=config +task/DUMMY=config \
    'seed=range(1,11)' \
    +cluster=local -m
This uses joblib parallelization on your local machine. If you are on a slurm cluster, you can specify +cluster=slurm and adapt this to your needs. Check this page for more launchers, e.g. Ray or RQ besides Joblib and Submitit.