simrun ❭ modular_reduced_model_inference ❭ solver ❭ _Solver

_Solver¶

class simrun.modular_reduced_model_inference.solver._Solver(name)¶

Solver base class

Each child must implement the _setup_optimizer() method.

Parameters:¶

name (str) – name of the solver

Attributes:¶

name¶

name of the solver

Type:¶

str

optimize¶

The solver-specific optimization function.

Type:¶

callable

strategy¶

The strategy object. This is set during setup().

Type:¶

_Strategy

Methods:¶

setup(strategy)	Setup the solver for a given strategy and optimizer.
_setup_optimizer()	Set up the optimization strategy.
optimize_all_splits(client, workers)	Optimize the cost function for all splits of the strategy.
optimize_one_split(client, workers, index)	Optimize the cost function for a single split.