code: def has_hierarchical_all_gather_groups(comm_groups: MiCS_CommGroups):
      result = False
      if (
          comm_groups.param_intra_node_group is not None
          and comm_groups.param_inter_node_shard_group is not None
      ):
          result = True
      return result
  
imports: import sys
  from typing import List
  import deepspeed
  import torch
  from deepspeed import comm
  from deepspeed.runtime.zero.mics_utils import MiCS_CommGroups, create_mics_comm_groups, scale_tensors
  from deepspeed.runtime.zero.parameter_offload import DeepSpeedZeRoOffload, is_zero_param
  from deepspeed.runtime.zero.partition_parameters import Init, AllGatherCoalescedHandle, ZeroParamStatus
  from deepspeed.runtime.zero.stage3 import DeepSpeedZeroOptimizer_Stage3
  from deepspeed.utils import instrument_w_nvtx, log_dist
  from deepspeed.accelerator import get_accelerator
  from torch import Tensor
  from torch.nn import Parameter
label_desc: Use image node_id 1 for calling a global function with example usage: has_hierarchical_all_gather_groups(comm_groups) and returns: result