"filter":     profile.Plugins.Filter,
			"postFilter": profile.Plugins.PostFilter,
			"preScore":   profile.Plugins.PreScore,
			"score":      profile.Plugins.Score,
			"reserve":    profile.Plugins.Reserve,
			"permit":     profile.Plugins.Permit,
			"preBind":    profile.Plugins.PreBind,
			"bind":       profile.Plugins.Bind,
			"postBind":   profile.Plugins.PostBind,
		}

                         func::FuncOp fn, OpBuilder* builder) {
  FunctionType fn_type = fn.getFunctionType();
  llvm::SmallVector<Value, 4> operands;
  int num_operands = fn_type.getNumInputs();
  operands.reserve(num_operands);
  for (int i = 0; i < num_operands; ++i) {
    Value val = get_arg(i);
    Type expected = fn_type.getInput(i);
    if (val.getType() != expected) {
      val =

  if (region.empty()) return;

  assert(llvm::hasSingleElement(region.getBlocks()));

  auto results = region.front().getTerminator()->getOperands();
  if (results.empty()) return;

  backtracked_values_.reserve(results.size());
  for (auto result : results)
    backtracked_values_.push_back(backtrack_analysis.BacktrackValue(result));
}

//===----------------------------------------------------------------------===//

	a.metrics.setAllocated(a.metricLabel, a.Used())
	a.metrics.setAvailable(a.metricLabel, a.Free())
	return nil
}

// Allocate attempts to reserve the provided IP. ErrNotInRange or
// ErrAllocated will be returned if the IP is not valid for this range
// or has already been reserved.  ErrFull will be returned if there
// are no addresses left.
// Only for testing, it will fail to create the IPAddress object because

  std::vector<quantfork::QuantizeRegionOp> all_ops;
  all_ops.reserve(128);
  func_.walk([&](quantfork::QuantizeRegionOp op) { all_ops.push_back(op); });
  return all_ops;
}

KernelSpecs::Signature QuantizeContext::GetSignature(
    quantfork::QuantizeRegionOp op) {
  KernelSpecs::Signature signature;
  signature.reserve(op.getInputSpecs().size() + op.getOutputSpecs().size());

  TF_RETURN_IF_ERROR(ValidateSavedFunctionCompatibleWithFunctionDef(
      saved_concrete_function, function_def));

  // Copy over captures
  std::vector<ImmediateExecutionTensorHandle*> captures;
  captures.reserve(saved_concrete_function.bound_inputs_size());
  for (int bound_input : saved_concrete_function.bound_inputs()) {
    auto iter = captured_objects.find(bound_input);
    if (iter == captured_objects.end()) {

  std::unordered_set<int> output_nodes;
  output_nodes.reserve(outputs_.size());
  for (size_t i = 0; i < outputs_.size(); ++i) {
    output_nodes.insert(outputs_[i].node()->id());
  }

  std::unordered_set<int> stop_backprop_nodes =
      GetStopBackpropNodes(reachable_nodes, output_nodes);

  // Populate `input_nodes_` from Outputs in `inputs_`.
  input_nodes_.reserve(inputs_.size());

		// NOTE: this means Istio reserves the word "none" in this field with a special meaning
		//   a waypoint named "none" cannot be used and will be ignored
		//   also reserve anything with suffix "/none" to prevent use of "namespace/none" as a work around
		// ~ is used in other portions of the API, reserve it with special meaning although it's unlikely to be documented

  const int num_args = input_permutation->size();
  const int num_retvals = output_permutation->size();

  std::vector<Node*> args;
  std::vector<Node*> retvals;
  args.reserve(num_args);
  retvals.reserve(num_retvals);
  for (Node* n : graph->nodes()) {
    if (n->type_string() == "_Arg") {
      // Check if this is a guaranteed constant.
      if (is_guaranteed_constant(*n)) {

	PreScore PluginSet

	// Score is a list of plugins that should be invoked when ranking nodes that have passed the filtering phase.
	Score PluginSet

	// Reserve is a list of plugins invoked when reserving/unreserving resources
	// after a node is assigned to run the pod.
	Reserve PluginSet

	// Permit is a list of plugins that control binding of a Pod. These plugins can prevent or delay binding of a Pod.
	Permit PluginSet