DropoutMLP

class penzai.example_models.simple_mlp.DropoutMLP

Bases: Sequential

Sequence of Affine layers with dropout.

Methods

__init__(sublayers)
from_config(feature_sizes, drop_rate[, ...])

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.
treescope_color()
__call__(value)	Runs each of the sublayers in sequence.