"""
        ),
    ] = _Unset,
    alias: Annotated[
        Optional[str],
        Doc(
            """
            An alternative name for the parameter field.

            This will be used to extract the data and for the generated OpenAPI.
            It is particularly useful when you can't use the name you want because it
            is a Python reserved keyword or similar.
            """
        ),
    ] = None,

    // constant, then the output type can be statically determined.
    RankedTensorType out_ty = mlir::dyn_cast<RankedTensorType>(op.getType());
    if (!out_ty || !out_ty.hasStaticShape()) return failure();

    // Extract out all the constant indices' attributes and verify that data
    // types are static.
    SmallVector<DenseIntElementsAttr, 4> indices;
    indices.reserve(op.getN());

		{name: "EXTRconst", argLength: 2, reg: gp21, asm: "EXTR", aux: "Int64"},   // extract 64 bits from arg0:arg1 starting at lsb auxInt, auxInt should be in the range 0 to 63.
		{name: "EXTRWconst", argLength: 2, reg: gp21, asm: "EXTRW", aux: "Int64"}, // extract 32 bits from arg0[31:0]:arg1[31:0] starting at lsb auxInt and zero top 32 bits, auxInt should be in the range 0 to 31.

		// comparisons

                    $shape),
    [(AnyStaticShapeTensor $input),
      (IsReducedTailOfShape $rhs, $lhs),
      (IsLastDimEqualToNumElements $input, $rhs),
      (HasOneUse $lhs),
      // Restrict operands to have at most rank 4 because TFLite binary
      // kernel supports up to 4D broadcast.
      (HasRankAtMost<4> $input),
      (HasRankAtMost<4> $lhs),
      (HasRankAtMost<4> $rhs),

	Subject             pkix.Name
	NotBefore, NotAfter time.Time // Validity bounds.
	KeyUsage            KeyUsage

	// Extensions contains raw X.509 extensions. When parsing certificates,
	// this can be used to extract non-critical extensions that are not
	// parsed by this package. When marshaling certificates, the Extensions
	// field is ignored, see ExtraExtensions.
	Extensions []pkix.Extension

			// users to specify a trimmed set of services for one or more
			// listeners and then add a catch all egress listener for all
			// other ports. Doing so allows people to restrict the set of
			// services exposed on one or more listeners, and avoid hard
			// port conflicts like tcp taking over http or http taking over
			// tcp, or simply specify that of all the listeners that Istio

	sys.initStore(objAPI, etcdClient)
	sys.Unlock()

	retryCtx, cancel := context.WithCancel(ctx)

	// Indicate to our routine to exit cleanly upon return.
	defer cancel()

	r := rand.New(rand.NewSource(time.Now().UnixNano()))

	// Migrate storage format if needed.
	for {
		// Migrate IAM configuration, if necessary.
		if err := saveIAMFormat(retryCtx, sys.store); err != nil {
			if configRetriableErrors(err) {

	expectedSvcList := []*model.Service{svc1, svc2, svc3, svc4}
	eventually(t, func() bool {
		svcList := controller.Services()
		return servicesEqual(svcList, expectedSvcList)
	})

	// restrict namespaces to nsA (expect 2 delete events for svc3 and svc4)
	updateMeshConfig(
		&meshconfig.MeshConfig{
			DiscoverySelectors: []*meshconfig.LabelSelector{
				{
					MatchLabels: map[string]string{

  for (auto tensor_index : op.outputs) {
    locations.push_back(TensorLoc(*tensors[tensor_index], builder, base));
  }
  return mlir::FusedLoc::get(builder.getContext(), locations);
}

// Extract the min max information in the tensor and create the quant stats op.
// If the input `tensor` has scale/zero_point, `res` should have quantized
// type, thus none stats op is required and nullptr is returned.

    if (subtypes.size() != 1) return failure();
    RankedTensorType list_element_ty =
        subtypes.front().dyn_cast<RankedTensorType>();
    if (!list_element_ty) return failure();

    // Extract tensor elements for the TensorList and construct result type
    // based on the number of elements and element shape.
    const std::vector<tensorflow::Tensor> &tensors = list->tensors();