// format), as and example all element wise operations are layout agnostic.
template <typename ConcreteType>
class LayoutAgnostic : public TraitBase<ConcreteType, LayoutAgnostic> {};

// Trait to indicate operations that cannot be duplicated as they might carry
// certain state around within their implementations.
template <typename ConcreteType>
class CannotDuplicate : public TraitBase<ConcreteType, CannotDuplicate> {
 public:

    }

    private String typeName(Type type) {
        if (type == null) {
            return null;
        }
        return type instanceof Class ? Cast.cast(Class.class, type).getName() : type.toString();
    }

    public MethodDescription returns(Type returnType) {
        this.returnType = typeName(returnType);
        return this;
    }

// instead.
template <typename TF, typename TReturn, typename... TFuncArgs>
class CallableWrapper;

// Template extracts arguments from a lambda function. This base
// class definition inherits from a another specialization in order. We use
// this top level template to extract the function pointer associated with
// the created lambda functor class.
template <typename TLambda>
class CallableWrapperUnpackArgs

/// <X_T, Y_T, JAC_T> should be <complex64, float, float>
///
/// if y = Complex(x, x) where x is DT_FLOAT (so y is DT_COMPLEX64)
/// <X_T, Y_T, JAC_T> should be <float, complex64, float>
template <typename X_T, typename Y_T, typename JAC_T>
Status ComputeGradientError(const Scope& scope, const OutputList& xs,
                            const std::vector<TensorShape>& x_shapes,
                            const OutputList& ys,

NodeBuilder::NodeOut AsNodeOut(const Scope& scope, const Input& inp);

template <typename T>
Output Const(const Scope& scope, const Input::Initializer& val) {
  auto orig_const_output = Const(scope, val);
  if (!scope.ok()) return Output();

  typedef typename Input::Initializer::RealType<T>::type DstT;

  if (val.tensor.dtype() == DataTypeToEnum<DstT>::v()) {
    return orig_const_output;

template <typename T, typename U>
bool ArrayEq(const T* lhs, size_t size, const U* rhs);

// This generic version is used when k is 0.
template <typename T, typename U>
inline bool ArrayEq(const T& lhs, const U& rhs) { return lhs == rhs; }

// This overload is used when k >= 1.
template <typename T, typename U, size_t N>
inline bool ArrayEq(const T(&lhs)[N], const U(&rhs)[N]) {

}
var comparableTypes = []namedCELType{
	{typeName: "int", celType: cel.IntType},
	{typeName: "uint", celType: cel.UintType},
	{typeName: "double", celType: cel.DoubleType},
	{typeName: "bool", celType: cel.BoolType},
	{typeName: "duration", celType: cel.DurationType},
	{typeName: "timestamp", celType: cel.TimestampType},
	{typeName: "string", celType: cel.StringType},
	{typeName: "bytes", celType: cel.BytesType},
}

        TypeName implementationOwner = TypeUtils.typeName(request.getImplementationInfo().getOwner());
        String implementationName = request.getImplementationInfo().getName();
        if (request.getInterceptedCallable().getKind() == CallableKindInfo.AFTER_CONSTRUCTOR) {

                'Add an input or output annotation',
                'Mark it as @Internal',
            ]
            additionalData.asMap == [
                'parentPropertyName' : 'tree',
                'typeName' : 'MyTask',
                'propertyName' : 'nonAnnotated',
            ]
        }

    }

    def "task cannot have property with annotation @#ann.simpleName"() {
        javaTaskSource << """

            return "@" + ReflectionUtils.getDisplayName(annotationType);
        }
        String typeName = annotationType.getName();
        String str = annotation.toString();
        return str.startsWith("@" + typeName)
                ? "@" + ReflectionUtils.getDisplayName(annotationType) + str.substring(typeName.length() + 1)
                : str;
    }

    public static String getDisplayString(Object object) {