def deserialize(cls, serialized):
"""Deserializes the DDNN from the Protobuf format."""
activation_layers = serialized.activation_layers
activation_layers = Network.deserialize_layers(activation_layers)
value_layers = serialized.value_layers
value_layers = Network.deserialize_layers(value_layers)
differ_index = serialized.differ_index
value_layers = activation_layers[:differ_index] + value_layers
return cls(activation_layers, value_layers)
def deserialize(cls, serialized):
"""Deserializes the layer.
"""
if serialized.WhichOneof("layer_data") == "concat_data":
from pysyrenn.frontend.network import Network
layers = Network.deserialize_layers(serialized.concat_data.layers)
concat_along = ConcatAlong.deserialize(
serialized.concat_data.concat_along)
return cls(layers, concat_along)
return None