deephyper.nas.node.Operation#

class deephyper.nas.node.Operation(layer: tensorflow.keras.layers.Layer)[source]#

Bases: object

Interface of an operation.

>>> import tensorflow as tf
>>> from deephyper.nas.space.op import Operation
>>> Operation(layer=tf.keras.layers.Dense(10))
Dense
Parameters:

layer (Layer) – a tensorflow.keras.layers.Layer.

Methods

init

Preprocess the current operation.
__call__(tensors: list, seed: int | None = None, **kwargs)[source]#
Parameters:

tensors (list) – a list of incoming tensors.

Returns:

an output tensor.

Return type:

tensor

init(current_node)[source]#

Preprocess the current operation.