WithFunctionalLocalState

class penzai.data_effects.local_state.WithFunctionalLocalState

Bases: EffectHandler

LocalState effect handler that functionalizes local states.

WithFunctionalLocalState transforms the body layer so that it takes a dictionary of states as an argument and returns a dictionary of states as a result.

The standard way to construct a WithFunctionalLocalState handler is to use handle_local_states, which returns a functional wrapper and also the initial state callable. Conversely, you can re-embed local states into the model using freeze_local_states.

Methods

__init__(handler_id, body)
effect_protocol()
input_structure()
output_structure()
__call__(argument)

Attributes

handler_id
body

Inherited Methods

(expand to view inherited methods)

attributes_dict()	Constructs a dictionary with all of the fields in the class.
from_attributes(**field_values)	Directly instantiates a struct given all of its fields.
key_for_field(field_name)	Generates a JAX PyTree key for a given field name.
select()	Wraps this struct in a selection, enabling functional-style mutations.
tree_flatten()	Flattens this tree node.
tree_flatten_with_keys()	Flattens this tree node with keys.
tree_unflatten(aux_data, children)	Unflattens this tree node.
treescope_color()