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xgboost/cub/cub/iterator/cache_modified_output_iterator.cuh  view on Meta::CPAN

 *   device pointer of type <tt>ValueType*</tt>. \p ValueType references are
 *   made by writing \p ValueType values through stores modified by \p MODIFIER.
 * - Can be used to store any data type to memory using PTX cache store modifiers (e.g., "STORE_WB",
 *   "STORE_CG", "STORE_CS", "STORE_WT", etc.).
 * - Can be constructed, manipulated, and exchanged within and between host and device
 *   functions, but can only be dereferenced within device functions.
 * - Compatible with Thrust API v1.7 or newer.
 *
 * \par Snippet
 * The code snippet below illustrates the use of \p CacheModifiedOutputIterator to
 * dereference a device array of doubles using the "wt" PTX load modifier
 * (i.e., write-through to system memory).
 * \par
 * \code
 * #include <cub/cub.cuh>   // or equivalently <cub/iterator/cache_modified_output_iterator.cuh>
 *
 * // Declare, allocate, and initialize a device array
 * double *d_out;              // e.g., [, , , , , , ]
 *
 * // Create an iterator wrapper
 * cub::CacheModifiedOutputIterator<cub::STORE_WT, double> itr(d_out);
 *
 * // Within device code:
 * itr[0]  = 8.0;
 * itr[1]  = 66.0;
 * itr[55] = 24.0;
 *
 * \endcode
 *
 * \par Usage Considerations
 * - Can only be dereferenced within device code
 *
 * \tparam CacheStoreModifier     The cub::CacheStoreModifier to use when accessing data
 * \tparam ValueType            The value type of this iterator
 * \tparam OffsetT              The difference type of this iterator (Default: \p ptrdiff_t)
 */
template <
    CacheStoreModifier  MODIFIER,
    typename            ValueType,
    typename            OffsetT = ptrdiff_t>
class CacheModifiedOutputIterator
{
private:

    // Proxy object
    struct Reference
    {
        ValueType* ptr;

        /// Constructor
        __host__ __device__ __forceinline__ Reference(ValueType* ptr) : ptr(ptr) {}

        /// Assignment
        __device__ __forceinline__ ValueType operator =(ValueType val)
        {
            ThreadStore<MODIFIER>(ptr, val);
            return val;
        }
    };

public:

    // Required iterator traits
    typedef CacheModifiedOutputIterator         self_type;              ///< My own type
    typedef OffsetT                             difference_type;        ///< Type to express the result of subtracting one iterator from another
    typedef void                                value_type;             ///< The type of the element the iterator can point to
    typedef void                                pointer;                ///< The type of a pointer to an element the iterator can point to
    typedef Reference                           reference;              ///< The type of a reference to an element the iterator can point to

#if (THRUST_VERSION >= 100700)
    // Use Thrust's iterator categories so we can use these iterators in Thrust 1.7 (or newer) methods
    typedef typename thrust::detail::iterator_facade_category<
        thrust::device_system_tag,
        thrust::random_access_traversal_tag,
        value_type,
        reference
      >::type iterator_category;                                        ///< The iterator category
#else
    typedef std::random_access_iterator_tag     iterator_category;      ///< The iterator category
#endif  // THRUST_VERSION

private:

    ValueType* ptr;

public:

    /// Constructor
    template <typename QualifiedValueType>
    __host__ __device__ __forceinline__ CacheModifiedOutputIterator(
        QualifiedValueType* ptr)     ///< Native pointer to wrap
    :
        ptr(const_cast<typename RemoveQualifiers<QualifiedValueType>::Type *>(ptr))
    {}

    /// Postfix increment
    __host__ __device__ __forceinline__ self_type operator++(int)
    {
        self_type retval = *this;
        ptr++;
        return retval;
    }


    /// Prefix increment
    __host__ __device__ __forceinline__ self_type operator++()
    {
        ptr++;
        return *this;
    }

    /// Indirection
    __host__ __device__ __forceinline__ reference operator*() const
    {
        return Reference(ptr);
    }

    /// Addition
    template <typename Distance>
    __host__ __device__ __forceinline__ self_type operator+(Distance n) const
    {
        self_type retval(ptr + n);
        return retval;
    }

    /// Addition assignment
    template <typename Distance>
    __host__ __device__ __forceinline__ self_type& operator+=(Distance n)
    {
        ptr += n;
        return *this;
    }

    /// Subtraction
    template <typename Distance>
    __host__ __device__ __forceinline__ self_type operator-(Distance n) const
    {
        self_type retval(ptr - n);
        return retval;
    }

    /// Subtraction assignment
    template <typename Distance>
    __host__ __device__ __forceinline__ self_type& operator-=(Distance n)
    {
        ptr -= n;