code: def register_to_config(init):
      r"""
      Decorator to apply on the init of classes inheriting from [`ConfigMixin`] so that all the arguments are
      automatically sent to `self.register_for_config`. To ignore a specific argument accepted by the init but that
      shouldn't be registered in the config, use the `ignore_for_config` class variable
  
      Warning: Once decorated, all private arguments (beginning with an underscore) are trashed and not sent to the init!
      """
  
      @functools.wraps(init)
      def inner_init(self, *args, **kwargs):
          # Ignore private kwargs in the init.
          init_kwargs = {
              k: v for k, v in kwargs.items() if not k.startswith("_")
          }
          config_init_kwargs = {
              k: v for k, v in kwargs.items() if k.startswith("_")
          }
          if not isinstance(self, ConfigMixin):
              raise RuntimeError(
                  f"`@register_for_config` was applied to {self.__class__.__name__} init method, but this class does "
                  "not inherit from `ConfigMixin`."
              )
  
          ignore = getattr(self, "ignore_for_config", [])
          # Get positional arguments aligned with kwargs
          new_kwargs = {}
          signature = inspect.signature(init)
          parameters = {
              name: p.default
              for i, (name, p) in enumerate(
                  signature.parameters.items()
              )
              if i > 0 and name not in ignore
          }
          for arg, name in zip(args, parameters.keys()):
              new_kwargs[name] = arg
  
          # Then add all kwargs
          new_kwargs.update(
              {
                  k: init_kwargs.get(k, default)
                  for k, default in parameters.items()
                  if k not in ignore and k not in new_kwargs
              }
          )
  
          # Take note of the parameters that were not present in the loaded config
          if len(set(new_kwargs.keys()) - set(init_kwargs)) > 0:
              new_kwargs["_use_default_values"] = list(
                  set(new_kwargs.keys()) - set(init_kwargs)
              )
  
          new_kwargs = {**config_init_kwargs, **new_kwargs}
          getattr(self, "register_to_config")(**new_kwargs)
          init(self, *args, **init_kwargs)
  
      return inner_init
  
imports: import dataclasses
  import functools
  import importlib
  import inspect
  import json
  import os
  import re
  from collections import OrderedDict
  from pathlib import PosixPath
  from typing import Any, Dict, Tuple, Union
  import numpy
  from huggingface_hub import create_repo, hf_hub_download
  from huggingface_hub.utils import EntryNotFoundError, RepositoryNotFoundError, RevisionNotFoundError
  from requests import HTTPError
  from .None import __version__
  from .utils import DIFFUSERS_CACHE, HUGGINGFACE_CO_RESOLVE_ENDPOINT, DummyObject, deprecate, extract_commit_hash, http_user_agent, logging
label_desc: Use image node_id 1 for calling a global function with example usage: register_to_config(init) and returns: inner_init