Parameter

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Parameter#

class penzai.deprecated.v1.nn.parameters.Parameter[source]#

Bases: Struct, Generic[T], SupportsParameterRenaming

A learnable parameter.

Most initialized layers should use Parameter to store their learnable parameters.

Variables:

  • value (T) – The value of the parameter.

  • name (str) – The name of this parameter.

Methods

__init__(value, name)

treescope_color()

with_renamed_parameters(rename_fn)

Attributes

value_structure

value

name

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.
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