engine.dse.DSE
engine.dse.DSE(space, objective, constraints=None)Declarative Design Space Exploration (DSE) Engine.
A unified interface for navigating ML system trade-offs through an exhaustive grid search over a defined parameter space, filtering by constraints and ranking by objective.
Methods
| Name | Description |
|---|---|
| search | Executes a grid search across the defined space by passing each parameter combination |
search
engine.dse.DSE.search(evaluator_fn)Executes a grid search across the defined space by passing each parameter combination to the provided evaluation function.