code: def is_model_parallel_parameter(p) -> bool:
      if hasattr(p, "model_parallel") and p.model_parallel:
          return True
  
      if (
          hasattr(p, "tensor_model_parallel")
          and p.tensor_model_parallel
      ):
          return True
  
      return False
  
imports: from collections.abc import Iterable
  from deepspeed.moe.utils import is_moe_param
  import os
  import psutil
  import gc
  from math import sqrt
  from math import floor
  from bisect import bisect_left
  import torch
  from torch import inf
  from deepspeed import comm
  from deepspeed.utils import groups, logger
  from deepspeed.runtime.constants import PIPE_REPLICATED
  from numpy import prod
label_desc: Use image node_id 4 for calling a global function with example usage: is_model_parallel_parameter(p) and returns: False, True, True