Allow multiple objectives in the optimizer config#725
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bpkroth merged 33 commits intoApr 30, 2024
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… when loading the results
…led trials into the optimizer
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Just a slight naming change, otherwise LGTM
…/opt/multiobjective_config
…MLOS into sergiym/opt/multiobjective_config
Co-authored-by: Brian Kroth <bpkroth@users.noreply.github.com>
…MLOS into sergiym/opt/multiobjective_config
…t/optimization_direction config
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* [x] Store multiple optimization targets and directions in base `Optimizer` class * [x] Support multiple optimization targets in mock and grid search optimizers * [x] Check for single objective in `MlosCoreOptimizer` class (will add support for multiple objectives after implementing that feature in `mlos_core` in subsequent PRs) * [x] Update unit tests in mlos_bench Merge after ~#723~ and ~#725~ --------- Co-authored-by: Brian Kroth <bpkroth@users.noreply.github.com>
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"optimizer_target": {"score": "min"}formatNotImplementedErrorif > 1 target)Part of #692
Merge after #723