Softmax

Contents

Softmax#

class penzai.nn.basic_ops.Softmax[source]#

Bases: Layer

Layer that applies a softmax along a given set of axes.

Methods

__init__(axes)

input_structure()

output_structure()

__call__(inputs)

Attributes

axes

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()

Computes a CSS color to display for this object in treescope.