OUT(2) << "}\n";

  OUT(2) << "auto spec = std::make_unique<quant::OpQuantSpec>();\n";
  llvm::SmallVector<llvm::StringRef, 3> matches;
  for (auto *def : defs) {
    Operator op(def);
    for (const auto t : op.getTraits()) {
      if (auto opTrait = llvm::dyn_cast<mlir::tblgen::NativeTrait>(&t)) {
        auto trait_str = opTrait->getFullyQualifiedTraitName();
        if (!llvm::StringRef{trait_str}.consume_front(

                             "operand");
    GenOperandResultVerifier(os, def->getValueAsDag("results")->getArgs(),
                             "result");

    for (auto &trait : op.getTraits()) {
      if (!trait.getDef().isSubClassOf("GenInternalOpTrait")) {
        continue;
      }
      if (trait.getDef().getValueAsString("trait") !=
          "::mlir::OpTrait::TFLRuntimeOpTrait") {

  os.indent(4) << "new std::set<std::string>({\n";

  // Retrieve all the ops that have DynamicRangeQuantizedOpInterface trait.
  for (const auto *def : defs) {
    Operator op(def);
    if (!op.getTrait("DynamicRangeQuantizedOpInterface::Trait")) continue;

    auto op_name = op.getCppClassName();
    auto op_extra_declaration = op.getExtraClassDeclaration().str();

    bool kernel_support = absl::StrContains(