}
  graph_ = std::make_unique<Graph>(graph.flib_def());
  GraphConstructorOptions opts;
  opts.allow_internal_ops = true;
  opts.add_default_attributes = true;
  TF_RETURN_IF_ERROR(::tensorflow::ConvertGraphDefToGraph(
      opts, std::move(*graph_def), graph_.get()));

  TF_RETURN_IF_ERROR(RemoveBackedges());

  TF_RETURN_IF_ERROR(CopyStackTraces(graph, graph_.get()));

  std::unique_ptr<Graph> graph =
      std::unique_ptr<Graph>(new Graph(OpRegistry::Global()));
  GraphConstructorOptions opts;
  opts.allow_internal_ops = true;
  TF_RETURN_IF_ERROR(ConvertGraphDefToGraph(opts, graphdef, graph.get()));
  FunctionDef* fdef = library->add_function();
  TF_RETURN_IF_ERROR(GraphToFunctionDef(
      *graph,
      absl::StrCat("_outside_compilation_shape_inference_", name_suffix),