if err := kl.mirrorPodClient.CreateMirrorPod(pod); err != nil {
			klog.ErrorS(err, "Failed creating a mirror pod", "pod", klog.KObj(pod))
		}
		mirrorPod, _ := kl.podManager.GetMirrorPodByPod(pod)
		if isTerminal, err = kl.SyncPod(ctx, kubetypes.SyncPodUpdate, pod, mirrorPod, status); err != nil {
			return fmt.Errorf("error syncing pod %q: %v", format.Pod(pod), err)
		}
		if retry >= runOnceMaxRetries {

  TensorShape y_shape({4, 7});
  auto y = MirrorPad(scope_, x, paddings, "REFLECT");
  RunTest(x, x_shape, y, y_shape);
}

TEST_F(ArrayGradTest, MirrorPadGrad_Symmetric) {
  TensorShape x_shape({2, 3});
  auto x = Placeholder(scope_, DT_FLOAT, Placeholder::Shape(x_shape));
  auto paddings = Const(scope_, {{1, 1}, {2, 2}});
  TensorShape y_shape({4, 7});
  auto y = MirrorPad(scope_, x, paddings, "SYMMETRIC");

		opts.Pod = other.Pod
	}
	// running pods will not persist but will be remembered for replay
	opts.RunningPod = other.RunningPod
	// if mirrorPod was not provided, remember the last one for replay
	if other.MirrorPod != nil {
		opts.MirrorPod = other.MirrorPod
	}
	// accumulate kill pod options
	if other.KillPodOptions != nil {
		opts.KillPodOptions = &KillPodOptions{}
		if other.KillPodOptions.Evict {

				klog.InfoS("Got unexpected podIsFinished=false, while podIsFinished=true in status cache, programmer error.", "pod", klog.KObj(pod))
				podIsFinished = true
			}
		}
	} else if mirrorPod, ok := m.podManager.GetMirrorPodByPod(pod); ok {
		oldStatus = mirrorPod.Status
	} else {
		oldStatus = pod.Status
	}

	// Check for illegal state transition in containers

  grad_outputs->push_back(tensorflow::ops::internal::MirrorPadGrad(
      scope, grad_inputs[0], op.input(1), mode));
  grad_outputs->push_back(NoGradient());
  return scope.status();
}
REGISTER_GRADIENT_OP("MirrorPad", MirrorPadGrad);

// TODO(suharshs): b/34770860. This gradient was within 1e-3 but not 1e-4.
Status MirrorPadGradGrad(const Scope& scope, const Operation& op,
                         const std::vector<Output>& grad_inputs,

	// Mirror pod has an outdated spec.
	mirrorPod := podWithUIDNameNsSpec("11111111", "foo", "ns", v1.PodSpec{
		Containers: []v1.Container{
			{Name: "1234", Image: "bar"},
		},
	})
	mirrorPod.Annotations[kubetypes.ConfigSourceAnnotationKey] = "api"
	mirrorPod.Annotations[kubetypes.ConfigMirrorAnnotationKey] = "mirror"

	pods := []*v1.Pod{pod, mirrorPod}
	kl.podManager.SetPods(pods)

			continue
		}
		kl.podWorkers.UpdatePod(UpdatePodOptions{
			UpdateType: kubetypes.SyncPodCreate,
			Pod:        pod,
			MirrorPod:  mirrorPod,
		})

		// the desired pod is now known as well
		workingPods[desiredPod.UID] = PodWorkerSync{State: SyncPod, HasConfig: true, Static: isStatic}
		if isStatic {
			// restartable static pods are the normal case
			restartCountStatic++
		} else {

				pod := staticPod()

				w.UpdatePod(UpdatePodOptions{
					UpdateType: kubetypes.SyncPodCreate,
					StartTime:  time.Unix(1, 0).UTC(),
					Pod:        pod,
					MirrorPod:  mirrorPod(pod, "node-1", "node-uid-1"),
				})
				drainAllWorkers(w)

				// expect we get a pod sync record for kill that should have the default grace period

	RunningContainersKey               = "running_containers"
	DesiredPodCountKey                 = "desired_pods"
	ActivePodCountKey                  = "active_pods"
	MirrorPodCountKey                  = "mirror_pods"
	WorkingPodCountKey                 = "working_pods"
	OrphanedRuntimePodTotalKey         = "orphaned_runtime_pods_total"
	RestartedPodTotalKey               = "restarted_pods_total"

    "REDUCE_ANY",
    "SQUARE",
    "ZEROS_LIKE",
    "FILL",
    "FLOOR_MOD",
    "RANGE",
    "RESIZE_NEAREST_NEIGHBOR",
    "LEAKY_RELU",
    "SQUARED_DIFFERENCE",
    "MIRROR_PAD",
    "ABS",
    "SPLIT_V",
    "UNIQUE",
    "CEIL",
    "REVERSE_V2",
    "ADD_N",
    "GATHER_ND",
    "COS",
    "WHERE",
    "RANK",
    "ELU",