class_docstr: Wrapper to change the behavior for parameter sharding
      
docstr: overload the parent class function for convert the parameters
  
          
code: def _convert_to_zero_parameters(self, ds_config, module, mpu):
      """overload the parent class function for convert the parameters"""
      log_dist(
          f"Convert to zero parameters from MiCS Offload manager",
          ranks=[0],
      )
      non_zero_params = [
          p for p in module.parameters() if not is_zero_param(p)
      ]
      if non_zero_params:
          zero_params = [
              p for p in module.parameters() if is_zero_param(p)
          ]
          if zero_params:
              zero_params[0].convert_to_zero_parameters(
                  param_list=non_zero_params
              )
          else:
              group = None
              if mpu:
                  group = mpu.get_data_parallel_group()
  
              MiCS_Init(
                  module=module,
                  data_parallel_group=group,
                  dtype=self.dtype,
                  config_dict_or_path=ds_config,
                  remote_device=self.offload_device,
                  pin_memory=self.offload_param_pin_memory,
                  mpu=mpu,
              )
  
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 the MiCS_Offload obj's underlying member method code with example usage: obj._convert_to_zero_parameters(ds_config, module, mpu) without return types