code: def add_new_params_to_optimizer(optimizer, new_params):
      """Add new parameters to the trainable parameters.
  
      :param new_params: list of trainable parameters
      """
      optimizer.add_param_group({"params": new_params})
  
imports: from collections import defaultdict
label_desc: Use image node_id 4 for calling a global function with example usage: add_new_params_to_optimizer(optimizer, new_params) without return types