content: import torch
  
  
  # def forzen_param(model):
  #     for name, param in model.named_parameters():
  #         if 'mlm_score' in name or 'vtm_score' in name or 'mpp_score' in name:
  #             param.requires_grad = True
  #         else:
  #             param.requires_grad = False
  #     return True
  
  
  def forzen_param(model):
      flag = False
      for name, param in model.named_parameters():
          if '10' in name:
              flag = True
          param.requires_grad = flag
      return True