for (auto it = func.begin(); it != func.end(); ++it) ++num_ops;
  return num_ops;
}

std::vector<Value> ResultsAsVector(Operation* op) {
  std::vector<Value> vec;
  vec.reserve(op->getNumResults());
  for (auto res : op->getResults()) vec.push_back(res);
  return vec;
}

void SetBasicBlockAttributes(OpBuilder& builder, Operation* op) {
  op->setAttr(kDevice, builder.getStringAttr(""));

  return FlatBufferModel::BuildFromFile(model_path.c_str());
}

template <typename T>
std::vector<T> GetAsVector(const flatbuffers::Vector<T>* vec) {
  return std::vector<T>(vec->begin(), vec->end());
}

void VerifyQuantizationScale(
    const QuantizationParameters& float_quant_params,
    const QuantizationParametersT& quantized_quant_params, const int bit_num,