deephyper balsam-submit performs all three steps of creating a DeepHyper App,
adding a BalsamJob to run a search, and submitting a launcher job for
execution. The tool checks for existing workflows with a conflicting name, and
ensures that the provided Problem and run functions are importable.
For instance:
deephyper balsam-submit hps test2 -p foo/foo/problem.py -r foo/foo/run.py -t 60 -q debug-cache-quad -n 4 -A datascience -j mpiIn order to directly control how BalsamJobs are created to evaluate each model in DeepHyper, users can provide a BalsamJob spec in place of the actual run function. The run function is decorated with deephyper.benchmarks.balsamjob_spec and must return a BalsamJob. It is up to the user to ensure that the necessary App is in place and the objective is parsed correctly.