Standardize#
- class penzai.deprecated.v1.nn.standardization.Standardize[source]#
Bases:
Layer
Standardization layer.
- Variables:
Methods
__init__
(across[, epsilon])input_structure
()output_structure
()__call__
(value)Standardizes a named array across the given axes.
Attributes
epsilon
across
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.
- __call__(value: NamedArray) NamedArray [source]#
Standardizes a named array across the given axes.