code: def __init__(self, model):
      super().__init__()
      self.inner_model = model
  
imports: from __future__ import annotations
  import math
  import os
  import random
  import einops
  import numpy
  import torch
  import torch.nn
  from einops import rearrange, repeat
  from omegaconf import OmegaConf, open_dict
  from PIL import Image, ImageOps
  from nemo.collections.multimodal.models.text_to_image.instruct_pix2pix.ldm.ddpm_edit import MegatronLatentDiffusionEdit
  from nemo.collections.multimodal.models.text_to_image.stable_diffusion.samplers.k_diffusion import DiscreteEpsDDPMDenoiser, sample_euler_ancestral
  from nemo.collections.multimodal.parts.utils import setup_trainer_and_model_for_inference
  from nemo.core.config import hydra_runner
  from nemo.utils import logging
label_desc: Use image node_id 1 to create a new CFGDenoiser object from inherited base classes: nn with example: obj = CFGDenoiser(model)