Affine

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Affine#

class penzai.deprecated.v1.nn.linear_and_affine.Affine[source]#

Bases: Sequential

Affine layer: combination of Linear and AddBias.

Methods

__init__(sublayers)

from_config(input_axes, output_axes[, ...])

treescope_color()

Attributes

sublayers

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.

input_structure()

Returns the input structure of this layer.

key_for_field(field_name)

Generates a JAX PyTree key for a given field name.

output_structure()

Returns the output structure of this layer.

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.

__call__(value)

Runs each of the sublayers in sequence.
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