code: def module_init_context(
      self, empty_init: Optional[bool] = None
  ) -> ContextManager:
      if self.zero_stage_3 and empty_init is False:
          raise NotImplementedError(
              f"`{empty_init=}` is not a valid choice with `DeepSpeedStrategy` when ZeRO stage 3 is enabled."
          )
      module_sharded_ctx = self.module_sharded_context()
      stack = ExitStack()
      if not self.zero_stage_3:
          stack.enter_context(
              super().module_init_context(empty_init=empty_init)
          )
      stack.enter_context(module_sharded_ctx)
      return stack
  
imports: import argparse
  import json
  import logging
  import os
  import platform
  from contextlib import ExitStack
  from itertools import chain
  from pathlib import Path
  from typing import TYPE_CHECKING, Any, Callable, ContextManager, Dict, List, Mapping, Optional, Tuple, Union
  import torch
  from lightning_utilities.core.imports import RequirementCache
  from torch.nn import Module
  from torch.optim import Optimizer
  from typing_extensions import override
  from lightning.fabric.accelerators import Accelerator, CUDAAccelerator
  from lightning.fabric.plugins.environments.cluster_environment import ClusterEnvironment
  from lightning.fabric.plugins.precision import Precision
  from lightning.fabric.strategies.ddp import DDPStrategy
  from lightning.fabric.strategies.registry import _StrategyRegistry
  from lightning.fabric.strategies.strategy import _Sharded
  from lightning.fabric.utilities.distributed import log
  from lightning.fabric.utilities.load import _move_state_into
  from lightning.fabric.utilities.rank_zero import rank_zero_info, rank_zero_warn
  from lightning.fabric.utilities.seed import reset_seed
  from lightning.fabric.utilities.types import _PATH
label_desc: Use image node_id 8 for calling the DeepSpeedStrategy obj's underlying member method code with example usage: obj.module_init_context(empty_init) and returns: stack