Expand description
Study — defines an optimization experiment with objectives and strategy.
A Study holds the search space, strategy (Grid/Random/Bayesian),
objectives, and tracks trials. The [StudyRunner] in soma-runtime
orchestrates execution.
Structs§
- Objective
- An optimization objective (metric + direction).
- Study
- An optimization study: orchestrates multiple trials.
- Trial
- A single hyperparameter evaluation.
Enums§
- Direction
- Direction of optimization for an objective.
- Pruning
Strategy - Pruning strategy for early stopping of unpromising trials.
- Search
Strategy - Search strategy for hyperparameter optimization.
- Trial
State - State of a single trial.