include_tunable_values which allows for a list of files with tunable_values to try.
tunable_values dictionary of a single set of tunable values to try.
However, the code only supports a single tunable_value assignment.
We should fix this to be consistent:
either support multiple tunable values to be tried in a row (i.e. set max_iter == the len() tunable_values included or set in the config and rename the OneShotOptimizer to FewShotOptimizer or some such), or
Only allow a single tunable value in the config as well.
The
OneShotOptimizer
currently supports providinginclude_tunable_values
which allows for a list of files withtunable_values
to try.tunable_values
dictionary of a single set of tunable values to try.However, the code only supports a single
tunable_value
assignment.We should fix this to be consistent:
len()
tunable_values included or set in the config and rename the OneShotOptimizer to FewShotOptimizer or some such), or_Originally posted by @bpkroth in https://github.com/microsoft/MLOS/pull/340#discussion_r1189033015_