// Identities are defined as:
//   - Network: A single stable DNS and hostname.
//   - Storage: As many VolumeClaims as requested.
//
// The StatefulSet guarantees that a given network identity will always
// map to the same storage identity.
type StatefulSet struct {
	metav1.TypeMeta `json:",inline"`
	// +optional
	metav1.ObjectMeta `json:"metadata,omitempty" protobuf:"bytes,1,opt,name=metadata"`

// Identities are defined as:
//   - Network: A single stable DNS and hostname.
//   - Storage: As many VolumeClaims as requested.
//
// The StatefulSet guarantees that a given network identity will always
// map to the same storage identity.
type StatefulSet struct {
	metav1.TypeMeta `json:",inline"`
	// Standard object's metadata.
	// More info: https://git.k8s.io/community/contributors/devel/sig-architecture/api-conventions.md#metadata

// TF-DAG: %[[conv1_dequantized_1:.*]] = "tf.PartitionedCall"(%[[conv1_quantized]], %[[out_scale]], %[[in_out_zp]]) <{config = "", config_proto = "", executor_type = "", f = @dequantize_i8}>
// TF-DAG: %[[identity:.*]] = "tf.Identity"(%[[conv1_dequantized_1]])

	bucket := getRandomBucketName()
	err := s.client.MakeBucket(ctx, bucket, minio.MakeBucketOptions{})
	if err != nil {
		c.Fatalf("bucket create error: %v", err)
	}

	// Generate web identity STS token by interacting with OpenID IDP.
	token, err := MockOpenIDTestUserInteraction(ctx, testAppParams, "******@****.***", "dillon")
	if err != nil {
		c.Fatalf("mock user err: %v", err)
	}

               const std::vector<Output>& grad_inputs,
               std::vector<Output>* grad_outputs) {
  // y = x_1 + x_2
  // dy/dx_1 = dy/dx_2 = 1
  auto gx_1 = Identity(scope, grad_inputs[0]);
  auto gx_2 = Identity(scope, grad_inputs[0]);
  return BinaryGradCommon(scope, op, grad_outputs, gx_1, gx_2);
}
REGISTER_GRADIENT_OP("Add", AddGrad);
REGISTER_GRADIENT_OP("AddV2", AddGrad);

	// returns (nil, nil), the session is ignored. crypto/tls may still choose
	// not to resume the returned session.
	UnwrapSession func(identity []byte, cs ConnectionState) (*SessionState, error)

	// WrapSession is called on the server to produce a session ticket/identity.
	//
	// WrapSession must serialize the session state with [SessionState.Bytes].
	// It may then encrypt the serialized state (for example with

	expected := &apiserver.EncryptionConfiguration{
		Resources: []apiserver.ResourceConfiguration{
			{
				Resources: []string{"secrets", "namespaces"},
				Providers: []apiserver.ProviderConfiguration{
					{Identity: &apiserver.IdentityConfiguration{}},
					{AESGCM: &apiserver.AESConfiguration{
						Keys: []apiserver.Key{
							{Name: "key1", Secret: "c2VjcmV0IGlzIHNlY3VyZQ=="},

      .override(Encoding.IDENTITY, '?'.code, '`'.code)
      .override(Encoding.PERCENT, '\''.code)
      .override(Encoding.SKIP, '#'.code, '+'.code)
      .test(UrlComponentEncodingTester.Component.QUERY_VALUE)
  }

  @Test
  fun fragmentCharacters() {
    UrlComponentEncodingTester.newInstance()
      .override(
        Encoding.IDENTITY,
        ' '.code,
        '"'.code,

	iamConfigPolicyDBServiceAccountsPrefix = iamConfigPolicyDBPrefix + "service-accounts/"
	iamConfigPolicyDBGroupsPrefix          = iamConfigPolicyDBPrefix + "groups/"

	// IAM identity file which captures identity credentials.
	iamIdentityFile = "identity.json"

	// IAM policy file which provides policies for each users.
	iamPolicyFile = "policy.json"

	// IAM group members file
	iamGroupMembersFile = "members.json"

    Args:
      output_path: Path to the directory to save the created model.
      tags: Set of strings that identifies the saved meta graph.
      signature_def_key: Name of the SignatureDef. Used to identify the
        SignatureDef within the meta graph.

    Returns:
      inputs: A mapping of input_key -> input_tensor (placeholder). The input
        key is "input_vocabs".