code: def convert_resconv_naming(name):
      if name.startswith("skip"):
          return name.replace("skip", RES_CONV_MAP["skip"])
  
      # name has to be of format main.{digit}
      if not name.startswith("main."):
          raise ValueError(f"ResConvBlock error with {name}")
  
      return name.replace(name[:6], RES_CONV_MAP[name[:6]])
  
imports: import argparse
  import math
  import os
  from copy import deepcopy
  import torch
  from audio_diffusion.models import DiffusionAttnUnet1D
  from diffusion import sampling
  from torch import nn
  from diffusers import DanceDiffusionPipeline, IPNDMScheduler, UNet1DModel
label_desc: Use image node_id 4 for calling a global function with example usage: convert_resconv_naming(name) and returns: name, name