Importantly, this utility requires you to provide the dict of module_objects to use for looking up the object config; this is not populated by default. If you need a deserialization utility that has preexisting knowledge of built-in Keras objects, use e.g. keras.layers.deserialize(config), keras.metrics.deserialize(config), etc.