code: def _populate_transforms_for_stage(self, running_stage: RunningStage):
      transform, collate_in_worker = self.__check_transforms(
          transform=self.__resolve_transforms(running_stage),
      )
  
      self._transform[running_stage] = _InputTransformPerStage(
          collate_in_worker=collate_in_worker,
          transforms=transform,
      )
  
imports: import inspect
  from dataclasses import dataclass
  from functools import partial
  from typing import Any, Callable, Dict, List, Optional, Sequence, Tuple
  from pytorch_lightning.utilities import rank_zero_warn
  from pytorch_lightning.utilities.enums import LightningEnum
  from flash.core.data.callback import ControlFlow
  from flash.core.data.utilities.collate import default_collate
  from flash.core.data.utils import _STAGES_PREFIX
  from flash.core.utilities.stages import RunningStage
  from flash.core.utilities.types import INPUT_TRANSFORM_TYPE
label_desc: Use image node_id 39 for calling the InputTransform obj's underlying member method code with example usage: obj._populate_transforms_for_stage(running_stage) without return types