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xgboost/cub/cub/device/dispatch/dispatch_rle.cuh  view on Meta::CPAN

/******************************************************************************
 * Copyright (c) 2011, Duane Merrill.  All rights reserved.
 * Copyright (c) 2011-2016, NVIDIA CORPORATION.  All rights reserved.
 *
 * Redistribution and use in source and binary forms, with or without
 * modification, are permitted provided that the following conditions are met:
 *     * Redistributions of source code must retain the above copyright
 *       notice, this list of conditions and the following disclaimer.
 *     * Redistributions in binary form must reproduce the above copyright
 *       notice, this list of conditions and the following disclaimer in the
 *       documentation and/or other materials provided with the distribution.
 *     * Neither the name of the NVIDIA CORPORATION nor the
 *       names of its contributors may be used to endorse or promote products
 *       derived from this software without specific prior written permission.
 *
 * THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" AND
 * ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED
 * WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE
 * DISCLAIMED. IN NO EVENT SHALL NVIDIA CORPORATION BE LIABLE FOR ANY
 * DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES
 * (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES;
 * LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND
 * ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT
 * (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS
 * SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
 *
 ******************************************************************************/

/**
 * \file
 * cub::DeviceRle provides device-wide, parallel operations for run-length-encoding sequences of data items residing within device-accessible memory.
 */

#pragma once

#include <stdio.h>
#include <iterator>

#include "dispatch_scan.cuh"
#include "../../agent/agent_rle.cuh"
#include "../../thread/thread_operators.cuh"
#include "../../grid/grid_queue.cuh"
#include "../../util_device.cuh"
#include "../../util_namespace.cuh"

/// Optional outer namespace(s)
CUB_NS_PREFIX

/// CUB namespace
namespace cub {


/******************************************************************************
 * Kernel entry points
 *****************************************************************************/

/**
 * Select kernel entry point (multi-block)
 *
 * Performs functor-based selection if SelectOp functor type != NullType
 * Otherwise performs flag-based selection if FlagIterator's value type != NullType
 * Otherwise performs discontinuity selection (keep unique)
 */
template <
    typename            AgentRlePolicyT,        ///< Parameterized AgentRlePolicyT tuning policy type
    typename            InputIteratorT,             ///< Random-access input iterator type for reading input items \iterator
    typename            OffsetsOutputIteratorT,     ///< Random-access output iterator type for writing run-offset values \iterator
    typename            LengthsOutputIteratorT,     ///< Random-access output iterator type for writing run-length values \iterator
    typename            NumRunsOutputIteratorT,     ///< Output iterator type for recording the number of runs encountered \iterator
    typename            ScanTileStateT,              ///< Tile status interface type
    typename            EqualityOpT,                 ///< T equality operator type
    typename            OffsetT>                    ///< Signed integer type for global offsets
__launch_bounds__ (int(AgentRlePolicyT::BLOCK_THREADS))
__global__ void DeviceRleSweepKernel(
    InputIteratorT              d_in,               ///< [in] Pointer to input sequence of data items
    OffsetsOutputIteratorT      d_offsets_out,      ///< [out] Pointer to output sequence of run-offsets
    LengthsOutputIteratorT      d_lengths_out,      ///< [out] Pointer to output sequence of run-lengths
    NumRunsOutputIteratorT      d_num_runs_out,     ///< [out] Pointer to total number of runs (i.e., length of \p d_offsets_out)
    ScanTileStateT              tile_status,        ///< [in] Tile status interface
    EqualityOpT                 equality_op,        ///< [in] Equality operator for input items
    OffsetT                     num_items,          ///< [in] Total number of input items (i.e., length of \p d_in)
    int                         num_tiles)          ///< [in] Total number of tiles for the entire problem
{
    // Thread block type for selecting data from input tiles
    typedef AgentRle<
        AgentRlePolicyT,
        InputIteratorT,
        OffsetsOutputIteratorT,
        LengthsOutputIteratorT,
        EqualityOpT,
        OffsetT> AgentRleT;

    // Shared memory for AgentRle
    __shared__ typename AgentRleT::TempStorage temp_storage;

    // Process tiles
    AgentRleT(temp_storage, d_in, d_offsets_out, d_lengths_out, equality_op, num_items).ConsumeRange(
        num_tiles,
        tile_status,
        d_num_runs_out);
}




/******************************************************************************
 * Dispatch
 ******************************************************************************/

/**
 * Utility class for dispatching the appropriately-tuned kernels for DeviceRle
 */
template <
    typename            InputIteratorT,             ///< Random-access input iterator type for reading input items \iterator
    typename            OffsetsOutputIteratorT,     ///< Random-access output iterator type for writing run-offset values \iterator
    typename            LengthsOutputIteratorT,     ///< Random-access output iterator type for writing run-length values \iterator
    typename            NumRunsOutputIteratorT,     ///< Output iterator type for recording the number of runs encountered \iterator
    typename            EqualityOpT,                ///< T equality operator type
    typename            OffsetT>                    ///< Signed integer type for global offsets
struct DeviceRleDispatch
{



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