code: def patch_optimizer_step(
      accelerated_optimizer: AcceleratedOptimizer, method
  ):
      def patched_step(*args, **kwargs):
          accelerated_optimizer._accelerate_step_called = True
          return method(*args, **kwargs)
  
      return patched_step
  
imports: import inspect
  import warnings
  import torch
  from .state import AcceleratorState, GradientState
  from .utils import DistributedType, honor_type, is_tpu_available
label_desc: Use image node_id 2 for calling a global function with example usage: patch_optimizer_step(accelerated_optimizer, method) and returns: patched_step, method