im := &realImageGCManager{
		runtime:       runtime,
		policy:        policy,
		imageRecords:  make(map[string]*imageRecord),
		statsProvider: statsProvider,
		recorder:      recorder,
		nodeRef:       nodeRef,
		tracer:        tracer,
	}

	return im, nil
}

func (im *realImageGCManager) Start() {
	ctx := context.Background()
	go wait.Until(func() {
		_, err := im.detectImages(ctx, time.Now())

// Belows are the attributes in TFE.
// TFE Arguments and Results (Got from "_Arg",
// "_Retval", .etc)
//  NodeDef.device <-> "tf.device"
//  NodeDef.attr <-> "tf."
//
// TFE general operations
//  NodeDef.device <-> "device"
//
// The following two functions are only used for mapping/excluding attributes
// which are inconsistent between TFG and TFE.
//

	// TODO: Factor out "stats.Provider" from Kubelet so we don't have a cyclic dependency
	volumeStatsAggPeriod := time.Second * 10
	kb.resourceAnalyzer = stats.NewResourceAnalyzer(kb, volumeStatsAggPeriod, kb.recorder)
	nodeRef := &v1.ObjectReference{
		Kind:      "Node",
		Name:      string(kb.nodeName),
		UID:       types.UID(kb.nodeName),
		Namespace: "",
	}

				OOMScoreAdj:      ptr.To[int32](0),
			},

			Client:      client,
			Proxier:     &FakeProxier{},
			Broadcaster: broadcaster,
			Recorder:    recorder,
			NodeRef: &v1.ObjectReference{
				Kind:      "Node",
				Name:      nodeName,
				UID:       types.UID(nodeName),
				Namespace: "",
			},
		},
	}
}

func (hp *HollowProxy) Run() error {

		Logger:                          logger,
		ProbeManager:                    kubelet.probeManager,
		Recorder:                        fakeRecorder,
		NodeRef:                         nodeRef,
		GetPodsFunc:                     kubelet.podManager.GetPods,
		KillPodFunc:                     killPodNow(kubelet.podWorkers, fakeRecorder),
		SyncNodeStatusFunc:              func() {},
		ShutdownGracePeriodRequested:    0,

  for i in "${!all_selected_nodes[@]}"; do
    node_name="${all_selected_nodes[$i]}"
    node_dir="${report_dir}/${node_name}"
    mkdir -p "${node_dir}"
    if [[ "${i}" -lt "${#linux_nodes_selected_for_logs[@]}" ]]; then
      # Save logs in the background. This speeds up things when there are
      # many nodes.
      save-logs "${node_name}" "${node_dir}" "${node_logfiles_all}" "${node_systemd_services}" &
    else

	case err = <-healthzErrCh:
		s.Recorder.Eventf(s.NodeRef, nil, api.EventTypeWarning, "FailedToStartProxierHealthcheck", "StartKubeProxy", err.Error())
	case err = <-metricsErrCh:
		s.Recorder.Eventf(s.NodeRef, nil, api.EventTypeWarning, "FailedToStartMetricServer", "StartKubeProxy", err.Error())
	}
	return err
}

func (s *ProxyServer) birthCry() {
	s.Recorder.Eventf(s.NodeRef, nil, api.EventTypeNormal, "Starting", "StartKubeProxy", "")

		cloud:                          kubeDeps.Cloud,
		externalCloudProvider:          cloudprovider.IsExternal(cloudProvider),
		providerID:                     providerID,
		nodeRef:                        nodeRef,
		nodeLabels:                     nodeLabels,
		nodeStatusUpdateFrequency:      kubeCfg.NodeStatusUpdateFrequency.Duration,
		nodeStatusReportFrequency:      kubeCfg.NodeStatusReportFrequency.Duration,

            handle_shapes_and_types->at(0).shape;
        TensorShapeProto shape_proto;
        context->ShapeHandleToProto(handle, &shape_proto);
        if (!shape_proto.unknown_rank()) {
          NodeDef const_def;
          const_def.set_op("Const");
          Node* var_node;
          TF_RETURN_IF_ERROR(n->input_node(0, &var_node));
          const_def.set_name(

  TF_FinishOperation(desc, s_);
  ASSERT_EQ(TF_INVALID_ARGUMENT, TF_GetCode(s_));
  string msg(TF_Message(s_));
  EXPECT_NE(msg.find("Input 'inputs' passed int32 expected float while "
                     "building NodeDef 'float_op'"),
            msg.npos);
  TF_AbortWhile(params_.get());
}

// This is a basic test to make sure the C++ gradient code can handle while