tflite::TensorType tflite_type =
        tflite::ConvertTypeToTensorType(empty.getElementDtype());

    return CreateListReserveOptions(context, tflite_type);
  }
  return {};
}

bool HasVariantInputOrOutput(Operation* op) {
  const bool has_variant_input = llvm::any_of(op->getOperands(), [](Value val) {
    return val.getType().cast<TensorType>().getElementType().isa<VariantType>();
  });