opto.optimizers.optimizer

Module Contents

Classes

AbstractOptimizer
Optimizer

API

class AbstractOptimizer(parameters: List[opto.trace.nodes.ParameterNode], *args, **kwargs)

Initialization

abstract step()

abstract zero_feedback()

abstract property propagator

class Optimizer(parameters: List[opto.trace.nodes.ParameterNode], *args, propagator: opto.trace.propagators.propagators.Propagator = None, **kwargs)

Bases: opto.optimizers.optimizer.AbstractOptimizer

property propagator

property trace_graph

step(*args, **kwargs)

propose(*args, **kwargs)

update(update_dict: Dict[opto.trace.nodes.ParameterNode, Any])

zero_feedback()

default_propagator()

backward(node: opto.trace.nodes.Node, *args, **kwargs)