def get_config(self):
config = {
'size': self.size,
'initializer': initializers.serialize(self.initializer),
'regularizer': regularizers.serialize(self.regularizer)
}
base_config = Layer.get_config(self)
return dict(list(base_config.items()) + list(config.items()))
def get_config(self):
"""Returns the config of the layer.
A layer config is a Python dictionary (serializable)
containing the configuration of a layer.
The same layer can be reinstantiated later
(without its trained weights) from this configuration.
The config of a layer does not include connectivity
information, nor the layer class name. These are handled
by `Network` (one layer of abstraction above).
# Returns
Python dictionary.
"""
config = {
'size': self.size,
'initializer': initializers.serialize(self.initializer),
'regularizer': regularizers.serialize(self.regularizer)
}
base_config = Layer.get_config(self)
return dict(list(base_config.items()) + list(config.items()))