Elementwise

class penzai.nn.basic_ops.Elementwise

Bases: Layer

A layer that runs an elementwise operation on its NamedArray argument.

The function is treated as a static object with no parameters, and automatically maps its argument over named axes of its input. It is useful for applying activation functions or other elementwise operations.

Variables:

fn (Callable[[Any], Any]) – The function to call.

Methods

__init__(fn)
input_structure()
output_structure()
treescope_color()
__call__(value)

Attributes

fn

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.