code: def network_Conv2d_forward(self, input):
      if shared.opts.lora_functional:
          return network_forward(self, input, originals.Conv2d_forward)
  
      network_apply_weights(self)
  
      return originals.Conv2d_forward(self, input)
  
imports: import logging
  import os
  import re
  import lora_patches
  import network
  import network_lora
  import network_glora
  import network_hada
  import network_ia3
  import network_lokr
  import network_full
  import network_norm
  import network_oft
  import torch
  from typing import Union
  from modules import shared, devices, sd_models, errors, scripts, sd_hijack
  import modules.textual_inversion.textual_inversion
  from lora_logger import logger
label_desc: Use image node_id 12 for calling a global function with example usage: network_Conv2d_forward(input) and returns: originals, network_forward