code: def create_clipper(
      gradient_clipping_config: Optional["GradientClippingConfig"],
  ):
      from ludwig.schema.optimizers import GradientClippingConfig
  
      """Utility function that will convert a None-type gradient clipping config to the correct form."""
      if isinstance(gradient_clipping_config, GradientClippingConfig):
          return gradient_clipping_config
      # Return default config if provided value is None:
      return GradientClippingConfig()
  
file_path: ludwig/ludwig/modules/optimization_modules.py
imports: from dataclasses import asdict
  from typing import Dict, Optional, Tuple, Type, TYPE_CHECKING
  import torch
  from ludwig.utils.misc_utils import get_from_registry
  from ludwig.utils.torch_utils import LudwigModule
label_desc: Use image node_id 1 for calling a global function with example usage: create_clipper(gradient_clipping_config) and returns: GradientClippingConfig, gradient_clipping_config