code: def output_dist(
      self,
      ctx: ShrdCtx,
      output: List[torch.Tensor],
  ) -> Tuple[
      LazyAwaitable[KeyedTensor],
      LazyAwaitable[Optional[KeyedJaggedTensor]],
  ]:
      # pyre-ignore [6]
      ebc_awaitable = self._embedding_module.output_dist(ctx, output)
  
      if self._return_remapped_features:
          kjt_awaitable = self._managed_collision_collection.output_dist(
              # pyre-fixme [6]
              ctx,
              # pyre-ignore [16]
              ctx.remapped_kjt,
          )
      else:
          kjt_awaitable = NoWait(None)
  
      # pyre-ignore
      return ebc_awaitable, kjt_awaitable
  
imports: import logging
  from typing import Dict, Iterator, List, Optional, Tuple, Type, TypeVar, Union
  import torch
  from torch.autograd.profiler import record_function
  from torchrec.distributed.embedding import EmbeddingCollectionSharder, ShardedEmbeddingCollection
  from torchrec.distributed.embedding_types import BaseEmbeddingSharder, EmbeddingComputeKernel, KJTList, ShardedEmbeddingModule
  from torchrec.distributed.embeddingbag import EmbeddingBagCollectionSharder, ShardedEmbeddingBagCollection
  from torchrec.distributed.mc_modules import ManagedCollisionCollectionSharder, ShardedManagedCollisionCollection
  from torchrec.distributed.types import Awaitable, LazyAwaitable, Multistreamable, NoWait, ParameterSharding, QuantizedCommCodecs, ShardingEnv
  from torchrec.distributed.utils import append_prefix
  from torchrec.modules.embedding_modules import EmbeddingBagCollection, EmbeddingCollection
  from torchrec.modules.mc_embedding_modules import BaseManagedCollisionEmbeddingCollection, ManagedCollisionEmbeddingBagCollection, ManagedCollisionEmbeddingCollection
  from torchrec.sparse.jagged_tensor import KeyedJaggedTensor, KeyedTensor
label_desc: Use image node_id 5 for calling the BaseShardedManagedCollisionEmbeddingCollection obj's underlying member method code with example usage: obj.output_dist(ctx, output) and returns: ebc_awaitable,  kjt_awaitable