#define TENSORFLOW_C_EXPERIMENTAL_GRADIENTS_TAPE_TAPE_CONTEXT_H_

#include "tensorflow/c/eager/abstract_context.h"
#include "tensorflow/c/experimental/gradients/tape/tape_operation.h"

namespace tensorflow {
namespace gradients {
class TapeContext : public AbstractContext {
 public:
  explicit TapeContext(AbstractContext*, Tape*, const GradientRegistry&);
  void Release() override;

webhooks:
  - admissionReviewVersions:
      - v1beta1
      - v1
    clientConfig:
      service:
        name: istiod-1-16
        namespace: istio-system
        path: /inject
        port: 443
    failurePolicy: Fail
    matchPolicy: Equivalent
    name: rev.namespace.sidecar-injector.istio.io
    namespaceSelector:
      matchExpressions:
        - key: istio.io/rev
          operator: In
          values:

		tlsClientConfig.ServerName = fmt.Sprintf("%s.%s.%s", cc.Service.Name, cc.Service.Namespace, "svc")
	} else if isMCPAddr(address) {
		var err error
		client.Transport, err = mcpTransport(context.TODO(), client.Transport)
		if err != nil {
			return nil, err
		}
	}
	podBytes, err := json.Marshal(pod)
	if pod.Namespace != "" {
		deploymentNS = pod.Namespace
	}
	if err != nil {
		return nil, err
	}

	Name         string         `json:"name"`
	Namespace    string         `json:"namespace"`
	Hostname     string         `json:"hostname"`
	Addresses    []string       `json:"vips"`
	Ports        map[string]int `json:"ports"`
	LoadBalancer *LoadBalancer  `json:"loadBalancer"`
	Waypoint     *Waypoint      `json:"waypoint"`
}

type PolicyMatch struct {
	Namespaces          []StringMatch `json:"namespaces,omitempty"`

		Namespace: namespace,
		Subsystem: replicationSubsystem,
		Name:      lastHourFailedBytes,
		Help:      "Total number of bytes failed at least once to replicate in the last hour",
		Type:      gaugeMetric,
	}
}

func getRepFailedOperationsLastHourMD(namespace MetricNamespace) MetricDescription {
	return MetricDescription{
		Namespace: namespace,
		Subsystem: replicationSubsystem,
		Name:      lastHourFailedCount,

message ResourceAttributes {
  // Namespace is the namespace of the action being requested.  Currently, there is no distinction between no namespace and all namespaces
  // "" (empty) is defaulted for LocalSubjectAccessReviews
  // "" (empty) is empty for cluster-scoped resources
  // "" (empty) means "all" for namespace scoped resources from a SubjectAccessReview or SelfSubjectAccessReview
  // +optional

#include "tensorflow/c/eager/gradient_checker.h"
#include "tensorflow/c/experimental/gradients/tape/tape_context.h"
#include "tensorflow/core/platform/test.h"

namespace tensorflow {
namespace gradients {
namespace internal {

void CompareNumericalAndAutodiffGradients(
    Model model, Model grad_model, AbstractContext* ctx,
    absl::Span<AbstractTensorHandle* const> inputs, bool use_function,

						t.Fatalf("expected validation service %s, got %s", tc.whSVC, validationWhConf.Service.Name)
					}
					if validationWhConf.Service.Namespace != tc.istioNamespace {
						t.Fatalf("expected validation service namespace %s, got %s", tc.istioNamespace, validationWhConf.Service.Namespace)
					}
				}
				if tc.whURL != "" {
					if validationWhConf.URL == nil {
						t.Fatalf("expected validation URL %s, got nil", tc.whURL)

// to have traffic redirected thru the node proxy.
func PodRedirectionEnabled(namespace *corev1.Namespace, pod *corev1.Pod) bool {
	if !(namespace.GetLabels()[constants.DataplaneModeLabel] == constants.DataplaneModeAmbient ||
		pod.GetLabels()[constants.DataplaneModeLabel] == constants.DataplaneModeAmbient) {
		// Neither namespace nor pod has ambient mode enabled
		return false
	}
	if podHasSidecar(pod) {

#include "tensorflow/c/tf_status_helper.h"
#include "tensorflow/core/platform/tensor_float_32_utils.h"
#include "tensorflow/core/platform/test.h"

namespace tensorflow {
namespace gradients {
namespace internal {
namespace {

using tensorflow::TF_StatusPtr;

Status IdentityNModel(AbstractContext* ctx,
                      absl::Span<AbstractTensorHandle* const> inputs,