}

  static int stateful_variable_idx = 0;
  mlir::ElementsAttr value =
      tfl::GetSplat(shaped_type, stateful_variable_idx++, builder);
  if (tfl::IsQuantized(tensor)) {
    auto op = builder.create<tfl::QConstOp>(
        loc, mlir::TypeAttr::get(shaped_type), value);
    return op.getOperation();
  }
  auto op = builder.create<tfl::ConstOp>(loc, value);
  op->setAttr("tfl.is_variable", builder.getUnitAttr());