code: def link_hp_params(
      lp_param_list,
      flat_hp_partition,
      partition_start,
      partition_size,
      partition_optimizer_state,
      dp_group,
  ):
      local_lp_param_and_offset = _init_lp_to_hp_mapping(
          lp_param_list, partition_start, partition_size, dp_group
      )
  
      for lp_param, lp_start in local_lp_param_and_offset:
          lp_param._hp_mapping = get_hp_fragment_mapping(
              lp_param,
              lp_start,
              flat_hp_partition,
              partition_start,
              partition_size,
              partition_optimizer_state,
          )
  
label_desc: Use image node_id 1 for calling a global function with example usage: link_hp_params(lp_param_list, flat_hp_partition, partition_start, partition_size, partition_optimizer_state, dp_group) without return types