/home/runner/work/cccl/cccl/cub/cub/device/device_segmented_sort.cuh

File members: /home/runner/work/cccl/cccl/cub/cub/device/device_segmented_sort.cuh

/******************************************************************************
 * Copyright (c) 2011-2022, 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.
 *
 ******************************************************************************/

#pragma once

#include <cub/config.cuh>

#if defined(_CCCL_IMPLICIT_SYSTEM_HEADER_GCC)
#  pragma GCC system_header
#elif defined(_CCCL_IMPLICIT_SYSTEM_HEADER_CLANG)
#  pragma clang system_header
#elif defined(_CCCL_IMPLICIT_SYSTEM_HEADER_MSVC)
#  pragma system_header
#endif // no system header

#include <cub/detail/nvtx.cuh>
#include <cub/device/dispatch/dispatch_segmented_sort.cuh>
#include <cub/util_deprecated.cuh>
#include <cub/util_namespace.cuh>

CUB_NAMESPACE_BEGIN

struct DeviceSegmentedSort
{
private:
  // Name reported for NVTX ranges
  _CCCL_HOST_DEVICE static constexpr auto GetName() -> const char*
  {
    return "cub::DeviceSegmentedRadixSort";
  }

  // Internal version without NVTX range
  template <typename KeyT, typename BeginOffsetIteratorT, typename EndOffsetIteratorT>
  CUB_RUNTIME_FUNCTION static cudaError_t SortKeysNoNVTX(
    void* d_temp_storage,
    std::size_t& temp_storage_bytes,
    const KeyT* d_keys_in,
    KeyT* d_keys_out,
    int num_items,
    int num_segments,
    BeginOffsetIteratorT d_begin_offsets,
    EndOffsetIteratorT d_end_offsets,
    cudaStream_t stream = 0)
  {
    constexpr bool is_descending     = false;
    constexpr bool is_overwrite_okay = false;
    using DispatchT =
      DispatchSegmentedSort<is_descending, KeyT, cub::NullType, int, BeginOffsetIteratorT, EndOffsetIteratorT>;

    DoubleBuffer<KeyT> d_keys(const_cast<KeyT*>(d_keys_in), d_keys_out);
    DoubleBuffer<NullType> d_values;

    return DispatchT::Dispatch(
      d_temp_storage,
      temp_storage_bytes,
      d_keys,
      d_values,
      num_items,
      num_segments,
      d_begin_offsets,
      d_end_offsets,
      is_overwrite_okay,
      stream);
  }

public:

  template <typename KeyT, typename BeginOffsetIteratorT, typename EndOffsetIteratorT>
  CUB_RUNTIME_FUNCTION static cudaError_t SortKeys(
    void* d_temp_storage,
    std::size_t& temp_storage_bytes,
    const KeyT* d_keys_in,
    KeyT* d_keys_out,
    int num_items,
    int num_segments,
    BeginOffsetIteratorT d_begin_offsets,
    EndOffsetIteratorT d_end_offsets,
    cudaStream_t stream = 0)
  {
    CUB_DETAIL_NVTX_RANGE_SCOPE_IF(d_temp_storage, GetName());
    return SortKeysNoNVTX(
      d_temp_storage,
      temp_storage_bytes,
      d_keys_in,
      d_keys_out,
      num_items,
      num_segments,
      d_begin_offsets,
      d_end_offsets,
      stream);
  }

  template <typename KeyT, typename BeginOffsetIteratorT, typename EndOffsetIteratorT>
  CUB_DETAIL_RUNTIME_DEBUG_SYNC_IS_NOT_SUPPORTED CUB_RUNTIME_FUNCTION static cudaError_t SortKeys(
    void* d_temp_storage,
    std::size_t& temp_storage_bytes,
    const KeyT* d_keys_in,
    KeyT* d_keys_out,
    int num_items,
    int num_segments,
    BeginOffsetIteratorT d_begin_offsets,
    EndOffsetIteratorT d_end_offsets,
    cudaStream_t stream,
    bool debug_synchronous)
  {
    CUB_DETAIL_RUNTIME_DEBUG_SYNC_USAGE_LOG

    return SortKeys<KeyT, BeginOffsetIteratorT, EndOffsetIteratorT>(
      d_temp_storage,
      temp_storage_bytes,
      d_keys_in,
      d_keys_out,
      num_items,
      num_segments,
      d_begin_offsets,
      d_end_offsets,
      stream);
  }

private:
  // Internal version without NVTX range
  template <typename KeyT, typename BeginOffsetIteratorT, typename EndOffsetIteratorT>
  CUB_RUNTIME_FUNCTION static cudaError_t SortKeysDescendingNoNVTX(
    void* d_temp_storage,
    std::size_t& temp_storage_bytes,
    const KeyT* d_keys_in,
    KeyT* d_keys_out,
    int num_items,
    int num_segments,
    BeginOffsetIteratorT d_begin_offsets,
    EndOffsetIteratorT d_end_offsets,
    cudaStream_t stream = 0)
  {
    constexpr bool is_descending     = true;
    constexpr bool is_overwrite_okay = false;
    using DispatchT =
      DispatchSegmentedSort<is_descending, KeyT, cub::NullType, int, BeginOffsetIteratorT, EndOffsetIteratorT>;

    DoubleBuffer<KeyT> d_keys(const_cast<KeyT*>(d_keys_in), d_keys_out);
    DoubleBuffer<NullType> d_values;

    return DispatchT::Dispatch(
      d_temp_storage,
      temp_storage_bytes,
      d_keys,
      d_values,
      num_items,
      num_segments,
      d_begin_offsets,
      d_end_offsets,
      is_overwrite_okay,
      stream);
  }

public:
  template <typename KeyT, typename BeginOffsetIteratorT, typename EndOffsetIteratorT>
  CUB_RUNTIME_FUNCTION static cudaError_t SortKeysDescending(
    void* d_temp_storage,
    std::size_t& temp_storage_bytes,
    const KeyT* d_keys_in,
    KeyT* d_keys_out,
    int num_items,
    int num_segments,
    BeginOffsetIteratorT d_begin_offsets,
    EndOffsetIteratorT d_end_offsets,
    cudaStream_t stream = 0)
  {
    CUB_DETAIL_NVTX_RANGE_SCOPE_IF(d_temp_storage, GetName());
    return SortKeysDescendingNoNVTX(
      d_temp_storage,
      temp_storage_bytes,
      d_keys_in,
      d_keys_out,
      num_items,
      num_segments,
      d_begin_offsets,
      d_end_offsets,
      stream);
  }

  template <typename KeyT, typename BeginOffsetIteratorT, typename EndOffsetIteratorT>
  CUB_DETAIL_RUNTIME_DEBUG_SYNC_IS_NOT_SUPPORTED CUB_RUNTIME_FUNCTION static cudaError_t SortKeysDescending(
    void* d_temp_storage,
    std::size_t& temp_storage_bytes,
    const KeyT* d_keys_in,
    KeyT* d_keys_out,
    int num_items,
    int num_segments,
    BeginOffsetIteratorT d_begin_offsets,
    EndOffsetIteratorT d_end_offsets,
    cudaStream_t stream,
    bool debug_synchronous)
  {
    CUB_DETAIL_RUNTIME_DEBUG_SYNC_USAGE_LOG

    return SortKeysDescending<KeyT, BeginOffsetIteratorT, EndOffsetIteratorT>(
      d_temp_storage,
      temp_storage_bytes,
      d_keys_in,
      d_keys_out,
      num_items,
      num_segments,
      d_begin_offsets,
      d_end_offsets,
      stream);
  }

private:
  // Internal version without NVTX range
  template <typename KeyT, typename BeginOffsetIteratorT, typename EndOffsetIteratorT>
  CUB_RUNTIME_FUNCTION static cudaError_t SortKeysNoNVTX(
    void* d_temp_storage,
    std::size_t& temp_storage_bytes,
    DoubleBuffer<KeyT>& d_keys,
    int num_items,
    int num_segments,
    BeginOffsetIteratorT d_begin_offsets,
    EndOffsetIteratorT d_end_offsets,
    cudaStream_t stream = 0)
  {
    constexpr bool is_descending     = false;
    constexpr bool is_overwrite_okay = true;

    using DispatchT =
      DispatchSegmentedSort<is_descending, KeyT, cub::NullType, int, BeginOffsetIteratorT, EndOffsetIteratorT>;

    DoubleBuffer<NullType> d_values;

    return DispatchT::Dispatch(
      d_temp_storage,
      temp_storage_bytes,
      d_keys,
      d_values,
      num_items,
      num_segments,
      d_begin_offsets,
      d_end_offsets,
      is_overwrite_okay,
      stream);
  }

public:
  template <typename KeyT, typename BeginOffsetIteratorT, typename EndOffsetIteratorT>
  CUB_RUNTIME_FUNCTION static cudaError_t SortKeys(
    void* d_temp_storage,
    std::size_t& temp_storage_bytes,
    DoubleBuffer<KeyT>& d_keys,
    int num_items,
    int num_segments,
    BeginOffsetIteratorT d_begin_offsets,
    EndOffsetIteratorT d_end_offsets,
    cudaStream_t stream = 0)
  {
    CUB_DETAIL_NVTX_RANGE_SCOPE_IF(d_temp_storage, GetName());
    return SortKeysNoNVTX(
      d_temp_storage, temp_storage_bytes, d_keys, num_items, num_segments, d_begin_offsets, d_end_offsets, stream);
  }

  template <typename KeyT, typename BeginOffsetIteratorT, typename EndOffsetIteratorT>
  CUB_DETAIL_RUNTIME_DEBUG_SYNC_IS_NOT_SUPPORTED CUB_RUNTIME_FUNCTION static cudaError_t SortKeys(
    void* d_temp_storage,
    std::size_t& temp_storage_bytes,
    DoubleBuffer<KeyT>& d_keys,
    int num_items,
    int num_segments,
    BeginOffsetIteratorT d_begin_offsets,
    EndOffsetIteratorT d_end_offsets,
    cudaStream_t stream,
    bool debug_synchronous)
  {
    CUB_DETAIL_RUNTIME_DEBUG_SYNC_USAGE_LOG

    return SortKeys<KeyT, BeginOffsetIteratorT, EndOffsetIteratorT>(
      d_temp_storage, temp_storage_bytes, d_keys, num_items, num_segments, d_begin_offsets, d_end_offsets, stream);
  }

private:
  // Internal version without NVTX range
  template <typename KeyT, typename BeginOffsetIteratorT, typename EndOffsetIteratorT>
  CUB_RUNTIME_FUNCTION static cudaError_t SortKeysDescendingNoNVTX(
    void* d_temp_storage,
    std::size_t& temp_storage_bytes,
    DoubleBuffer<KeyT>& d_keys,
    int num_items,
    int num_segments,
    BeginOffsetIteratorT d_begin_offsets,
    EndOffsetIteratorT d_end_offsets,
    cudaStream_t stream = 0)
  {
    constexpr bool is_descending     = true;
    constexpr bool is_overwrite_okay = true;

    using DispatchT =
      DispatchSegmentedSort<is_descending, KeyT, cub::NullType, int, BeginOffsetIteratorT, EndOffsetIteratorT>;

    DoubleBuffer<NullType> d_values;

    return DispatchT::Dispatch(
      d_temp_storage,
      temp_storage_bytes,
      d_keys,
      d_values,
      num_items,
      num_segments,
      d_begin_offsets,
      d_end_offsets,
      is_overwrite_okay,
      stream);
  }

public:
  template <typename KeyT, typename BeginOffsetIteratorT, typename EndOffsetIteratorT>
  CUB_RUNTIME_FUNCTION static cudaError_t SortKeysDescending(
    void* d_temp_storage,
    std::size_t& temp_storage_bytes,
    DoubleBuffer<KeyT>& d_keys,
    int num_items,
    int num_segments,
    BeginOffsetIteratorT d_begin_offsets,
    EndOffsetIteratorT d_end_offsets,
    cudaStream_t stream = 0)
  {
    CUB_DETAIL_NVTX_RANGE_SCOPE_IF(d_temp_storage, GetName());
    return SortKeysDescendingNoNVTX(
      d_temp_storage, temp_storage_bytes, d_keys, num_items, num_segments, d_begin_offsets, d_end_offsets, stream);
  }

  template <typename KeyT, typename BeginOffsetIteratorT, typename EndOffsetIteratorT>
  CUB_DETAIL_RUNTIME_DEBUG_SYNC_IS_NOT_SUPPORTED CUB_RUNTIME_FUNCTION static cudaError_t SortKeysDescending(
    void* d_temp_storage,
    std::size_t& temp_storage_bytes,
    DoubleBuffer<KeyT>& d_keys,
    int num_items,
    int num_segments,
    BeginOffsetIteratorT d_begin_offsets,
    EndOffsetIteratorT d_end_offsets,
    cudaStream_t stream,
    bool debug_synchronous)
  {
    CUB_DETAIL_RUNTIME_DEBUG_SYNC_USAGE_LOG

    return SortKeysDescending<KeyT, BeginOffsetIteratorT, EndOffsetIteratorT>(
      d_temp_storage, temp_storage_bytes, d_keys, num_items, num_segments, d_begin_offsets, d_end_offsets, stream);
  }

  template <typename KeyT, typename BeginOffsetIteratorT, typename EndOffsetIteratorT>
  CUB_RUNTIME_FUNCTION static cudaError_t StableSortKeys(
    void* d_temp_storage,
    std::size_t& temp_storage_bytes,
    const KeyT* d_keys_in,
    KeyT* d_keys_out,
    int num_items,
    int num_segments,
    BeginOffsetIteratorT d_begin_offsets,
    EndOffsetIteratorT d_end_offsets,
    cudaStream_t stream = 0)
  {
    CUB_DETAIL_NVTX_RANGE_SCOPE_IF(d_temp_storage, GetName());
    return SortKeysNoNVTX<KeyT, BeginOffsetIteratorT, EndOffsetIteratorT>(
      d_temp_storage,
      temp_storage_bytes,
      d_keys_in,
      d_keys_out,
      num_items,
      num_segments,
      d_begin_offsets,
      d_end_offsets,
      stream);
  }

  template <typename KeyT, typename BeginOffsetIteratorT, typename EndOffsetIteratorT>
  CUB_DETAIL_RUNTIME_DEBUG_SYNC_IS_NOT_SUPPORTED CUB_RUNTIME_FUNCTION static cudaError_t StableSortKeys(
    void* d_temp_storage,
    std::size_t& temp_storage_bytes,
    const KeyT* d_keys_in,
    KeyT* d_keys_out,
    int num_items,
    int num_segments,
    BeginOffsetIteratorT d_begin_offsets,
    EndOffsetIteratorT d_end_offsets,
    cudaStream_t stream,
    bool debug_synchronous)
  {
    CUB_DETAIL_RUNTIME_DEBUG_SYNC_USAGE_LOG

    return StableSortKeys<KeyT, BeginOffsetIteratorT, EndOffsetIteratorT>(
      d_temp_storage,
      temp_storage_bytes,
      d_keys_in,
      d_keys_out,
      num_items,
      num_segments,
      d_begin_offsets,
      d_end_offsets,
      stream);
  }

  template <typename KeyT, typename BeginOffsetIteratorT, typename EndOffsetIteratorT>
  CUB_RUNTIME_FUNCTION static cudaError_t StableSortKeysDescending(
    void* d_temp_storage,
    std::size_t& temp_storage_bytes,
    const KeyT* d_keys_in,
    KeyT* d_keys_out,
    int num_items,
    int num_segments,
    BeginOffsetIteratorT d_begin_offsets,
    EndOffsetIteratorT d_end_offsets,
    cudaStream_t stream = 0)
  {
    CUB_DETAIL_NVTX_RANGE_SCOPE_IF(d_temp_storage, GetName());
    return SortKeysDescendingNoNVTX<KeyT, BeginOffsetIteratorT, EndOffsetIteratorT>(
      d_temp_storage,
      temp_storage_bytes,
      d_keys_in,
      d_keys_out,
      num_items,
      num_segments,
      d_begin_offsets,
      d_end_offsets,
      stream);
  }

  template <typename KeyT, typename BeginOffsetIteratorT, typename EndOffsetIteratorT>
  CUB_DETAIL_RUNTIME_DEBUG_SYNC_IS_NOT_SUPPORTED CUB_RUNTIME_FUNCTION static cudaError_t StableSortKeysDescending(
    void* d_temp_storage,
    std::size_t& temp_storage_bytes,
    const KeyT* d_keys_in,
    KeyT* d_keys_out,
    int num_items,
    int num_segments,
    BeginOffsetIteratorT d_begin_offsets,
    EndOffsetIteratorT d_end_offsets,
    cudaStream_t stream,
    bool debug_synchronous)
  {
    CUB_DETAIL_RUNTIME_DEBUG_SYNC_USAGE_LOG

    return StableSortKeysDescending<KeyT, BeginOffsetIteratorT, EndOffsetIteratorT>(
      d_temp_storage,
      temp_storage_bytes,
      d_keys_in,
      d_keys_out,
      num_items,
      num_segments,
      d_begin_offsets,
      d_end_offsets,
      stream);
  }

  template <typename KeyT, typename BeginOffsetIteratorT, typename EndOffsetIteratorT>
  CUB_RUNTIME_FUNCTION static cudaError_t StableSortKeys(
    void* d_temp_storage,
    std::size_t& temp_storage_bytes,
    DoubleBuffer<KeyT>& d_keys,
    int num_items,
    int num_segments,
    BeginOffsetIteratorT d_begin_offsets,
    EndOffsetIteratorT d_end_offsets,
    cudaStream_t stream = 0)
  {
    CUB_DETAIL_NVTX_RANGE_SCOPE_IF(d_temp_storage, GetName());
    return SortKeysNoNVTX<KeyT, BeginOffsetIteratorT, EndOffsetIteratorT>(
      d_temp_storage, temp_storage_bytes, d_keys, num_items, num_segments, d_begin_offsets, d_end_offsets, stream);
  }

  template <typename KeyT, typename BeginOffsetIteratorT, typename EndOffsetIteratorT>
  CUB_DETAIL_RUNTIME_DEBUG_SYNC_IS_NOT_SUPPORTED CUB_RUNTIME_FUNCTION static cudaError_t StableSortKeys(
    void* d_temp_storage,
    std::size_t& temp_storage_bytes,
    DoubleBuffer<KeyT>& d_keys,
    int num_items,
    int num_segments,
    BeginOffsetIteratorT d_begin_offsets,
    EndOffsetIteratorT d_end_offsets,
    cudaStream_t stream,
    bool debug_synchronous)
  {
    CUB_DETAIL_RUNTIME_DEBUG_SYNC_USAGE_LOG

    return StableSortKeys<KeyT, BeginOffsetIteratorT, EndOffsetIteratorT>(
      d_temp_storage, temp_storage_bytes, d_keys, num_items, num_segments, d_begin_offsets, d_end_offsets, stream);
  }

  template <typename KeyT, typename BeginOffsetIteratorT, typename EndOffsetIteratorT>
  CUB_RUNTIME_FUNCTION static cudaError_t StableSortKeysDescending(
    void* d_temp_storage,
    std::size_t& temp_storage_bytes,
    DoubleBuffer<KeyT>& d_keys,
    int num_items,
    int num_segments,
    BeginOffsetIteratorT d_begin_offsets,
    EndOffsetIteratorT d_end_offsets,
    cudaStream_t stream = 0)
  {
    CUB_DETAIL_NVTX_RANGE_SCOPE_IF(d_temp_storage, GetName());
    return SortKeysDescendingNoNVTX<KeyT, BeginOffsetIteratorT, EndOffsetIteratorT>(
      d_temp_storage, temp_storage_bytes, d_keys, num_items, num_segments, d_begin_offsets, d_end_offsets, stream);
  }

  template <typename KeyT, typename BeginOffsetIteratorT, typename EndOffsetIteratorT>
  CUB_DETAIL_RUNTIME_DEBUG_SYNC_IS_NOT_SUPPORTED CUB_RUNTIME_FUNCTION static cudaError_t StableSortKeysDescending(
    void* d_temp_storage,
    std::size_t& temp_storage_bytes,
    DoubleBuffer<KeyT>& d_keys,
    int num_items,
    int num_segments,
    BeginOffsetIteratorT d_begin_offsets,
    EndOffsetIteratorT d_end_offsets,
    cudaStream_t stream,
    bool debug_synchronous)
  {
    CUB_DETAIL_RUNTIME_DEBUG_SYNC_USAGE_LOG

    return StableSortKeysDescending<KeyT, BeginOffsetIteratorT, EndOffsetIteratorT>(
      d_temp_storage, temp_storage_bytes, d_keys, num_items, num_segments, d_begin_offsets, d_end_offsets, stream);
  }

private:
  // Internal version without NVTX range
  template <typename KeyT, typename ValueT, typename BeginOffsetIteratorT, typename EndOffsetIteratorT>
  CUB_RUNTIME_FUNCTION static cudaError_t SortPairsNoNVTX(
    void* d_temp_storage,
    std::size_t& temp_storage_bytes,
    const KeyT* d_keys_in,
    KeyT* d_keys_out,
    const ValueT* d_values_in,
    ValueT* d_values_out,
    int num_items,
    int num_segments,
    BeginOffsetIteratorT d_begin_offsets,
    EndOffsetIteratorT d_end_offsets,
    cudaStream_t stream = 0)
  {
    constexpr bool is_descending     = false;
    constexpr bool is_overwrite_okay = false;
    using DispatchT = DispatchSegmentedSort<is_descending, KeyT, ValueT, int, BeginOffsetIteratorT, EndOffsetIteratorT>;

    DoubleBuffer<KeyT> d_keys(const_cast<KeyT*>(d_keys_in), d_keys_out);
    DoubleBuffer<ValueT> d_values(const_cast<ValueT*>(d_values_in), d_values_out);

    return DispatchT::Dispatch(
      d_temp_storage,
      temp_storage_bytes,
      d_keys,
      d_values,
      num_items,
      num_segments,
      d_begin_offsets,
      d_end_offsets,
      is_overwrite_okay,
      stream);
  }

public:

  template <typename KeyT, typename ValueT, typename BeginOffsetIteratorT, typename EndOffsetIteratorT>
  CUB_RUNTIME_FUNCTION static cudaError_t SortPairs(
    void* d_temp_storage,
    std::size_t& temp_storage_bytes,
    const KeyT* d_keys_in,
    KeyT* d_keys_out,
    const ValueT* d_values_in,
    ValueT* d_values_out,
    int num_items,
    int num_segments,
    BeginOffsetIteratorT d_begin_offsets,
    EndOffsetIteratorT d_end_offsets,
    cudaStream_t stream = 0)
  {
    CUB_DETAIL_NVTX_RANGE_SCOPE_IF(d_temp_storage, GetName());
    return SortPairsNoNVTX(
      d_temp_storage,
      temp_storage_bytes,
      d_keys_in,
      d_keys_out,
      d_values_in,
      d_values_out,
      num_items,
      num_segments,
      d_begin_offsets,
      d_end_offsets,
      stream);
  }

  template <typename KeyT, typename ValueT, typename BeginOffsetIteratorT, typename EndOffsetIteratorT>
  CUB_DETAIL_RUNTIME_DEBUG_SYNC_IS_NOT_SUPPORTED CUB_RUNTIME_FUNCTION static cudaError_t SortPairs(
    void* d_temp_storage,
    std::size_t& temp_storage_bytes,
    const KeyT* d_keys_in,
    KeyT* d_keys_out,
    const ValueT* d_values_in,
    ValueT* d_values_out,
    int num_items,
    int num_segments,
    BeginOffsetIteratorT d_begin_offsets,
    EndOffsetIteratorT d_end_offsets,
    cudaStream_t stream,
    bool debug_synchronous)
  {
    CUB_DETAIL_RUNTIME_DEBUG_SYNC_USAGE_LOG

    return SortPairs<KeyT, ValueT, BeginOffsetIteratorT, EndOffsetIteratorT>(
      d_temp_storage,
      temp_storage_bytes,
      d_keys_in,
      d_keys_out,
      d_values_in,
      d_values_out,
      num_items,
      num_segments,
      d_begin_offsets,
      d_end_offsets,
      stream);
  }

private:
  // Internal version without NVTX range
  template <typename KeyT, typename ValueT, typename BeginOffsetIteratorT, typename EndOffsetIteratorT>
  CUB_RUNTIME_FUNCTION static cudaError_t SortPairsDescendingNoNVTX(
    void* d_temp_storage,
    std::size_t& temp_storage_bytes,
    const KeyT* d_keys_in,
    KeyT* d_keys_out,
    const ValueT* d_values_in,
    ValueT* d_values_out,
    int num_items,
    int num_segments,
    BeginOffsetIteratorT d_begin_offsets,
    EndOffsetIteratorT d_end_offsets,
    cudaStream_t stream = 0)
  {
    constexpr bool is_descending     = true;
    constexpr bool is_overwrite_okay = false;
    using DispatchT = DispatchSegmentedSort<is_descending, KeyT, ValueT, int, BeginOffsetIteratorT, EndOffsetIteratorT>;

    DoubleBuffer<KeyT> d_keys(const_cast<KeyT*>(d_keys_in), d_keys_out);
    DoubleBuffer<ValueT> d_values(const_cast<ValueT*>(d_values_in), d_values_out);

    return DispatchT::Dispatch(
      d_temp_storage,
      temp_storage_bytes,
      d_keys,
      d_values,
      num_items,
      num_segments,
      d_begin_offsets,
      d_end_offsets,
      is_overwrite_okay,
      stream);
  }

public:
  template <typename KeyT, typename ValueT, typename BeginOffsetIteratorT, typename EndOffsetIteratorT>
  CUB_RUNTIME_FUNCTION static cudaError_t SortPairsDescending(
    void* d_temp_storage,
    std::size_t& temp_storage_bytes,
    const KeyT* d_keys_in,
    KeyT* d_keys_out,
    const ValueT* d_values_in,
    ValueT* d_values_out,
    int num_items,
    int num_segments,
    BeginOffsetIteratorT d_begin_offsets,
    EndOffsetIteratorT d_end_offsets,
    cudaStream_t stream = 0)
  {
    CUB_DETAIL_NVTX_RANGE_SCOPE_IF(d_temp_storage, GetName());
    return SortPairsDescendingNoNVTX(
      d_temp_storage,
      temp_storage_bytes,
      d_keys_in,
      d_keys_out,
      d_values_in,
      d_values_out,
      num_items,
      num_segments,
      d_begin_offsets,
      d_end_offsets,
      stream);
  }

  template <typename KeyT, typename ValueT, typename BeginOffsetIteratorT, typename EndOffsetIteratorT>
  CUB_DETAIL_RUNTIME_DEBUG_SYNC_IS_NOT_SUPPORTED CUB_RUNTIME_FUNCTION static cudaError_t SortPairsDescending(
    void* d_temp_storage,
    std::size_t& temp_storage_bytes,
    const KeyT* d_keys_in,
    KeyT* d_keys_out,
    const ValueT* d_values_in,
    ValueT* d_values_out,
    int num_items,
    int num_segments,
    BeginOffsetIteratorT d_begin_offsets,
    EndOffsetIteratorT d_end_offsets,
    cudaStream_t stream,
    bool debug_synchronous)
  {
    CUB_DETAIL_RUNTIME_DEBUG_SYNC_USAGE_LOG

    return SortPairsDescending<KeyT, ValueT, BeginOffsetIteratorT, EndOffsetIteratorT>(
      d_temp_storage,
      temp_storage_bytes,
      d_keys_in,
      d_keys_out,
      d_values_in,
      d_values_out,
      num_items,
      num_segments,
      d_begin_offsets,
      d_end_offsets,
      stream);
  }

private:
  // Internal version without NVTX range
  template <typename KeyT, typename ValueT, typename BeginOffsetIteratorT, typename EndOffsetIteratorT>
  CUB_RUNTIME_FUNCTION static cudaError_t SortPairsNoNVTX(
    void* d_temp_storage,
    std::size_t& temp_storage_bytes,
    DoubleBuffer<KeyT>& d_keys,
    DoubleBuffer<ValueT>& d_values,
    int num_items,
    int num_segments,
    BeginOffsetIteratorT d_begin_offsets,
    EndOffsetIteratorT d_end_offsets,
    cudaStream_t stream = 0)
  {
    constexpr bool is_descending     = false;
    constexpr bool is_overwrite_okay = true;
    using DispatchT = DispatchSegmentedSort<is_descending, KeyT, ValueT, int, BeginOffsetIteratorT, EndOffsetIteratorT>;

    return DispatchT::Dispatch(
      d_temp_storage,
      temp_storage_bytes,
      d_keys,
      d_values,
      num_items,
      num_segments,
      d_begin_offsets,
      d_end_offsets,
      is_overwrite_okay,
      stream);
  }

public:
  template <typename KeyT, typename ValueT, typename BeginOffsetIteratorT, typename EndOffsetIteratorT>
  CUB_RUNTIME_FUNCTION static cudaError_t SortPairs(
    void* d_temp_storage,
    std::size_t& temp_storage_bytes,
    DoubleBuffer<KeyT>& d_keys,
    DoubleBuffer<ValueT>& d_values,
    int num_items,
    int num_segments,
    BeginOffsetIteratorT d_begin_offsets,
    EndOffsetIteratorT d_end_offsets,
    cudaStream_t stream = 0)
  {
    CUB_DETAIL_NVTX_RANGE_SCOPE_IF(d_temp_storage, GetName());
    return SortPairsNoNVTX(
      d_temp_storage,
      temp_storage_bytes,
      d_keys,
      d_values,
      num_items,
      num_segments,
      d_begin_offsets,
      d_end_offsets,
      stream);
  }

  template <typename KeyT, typename ValueT, typename BeginOffsetIteratorT, typename EndOffsetIteratorT>
  CUB_DETAIL_RUNTIME_DEBUG_SYNC_IS_NOT_SUPPORTED CUB_RUNTIME_FUNCTION static cudaError_t SortPairs(
    void* d_temp_storage,
    std::size_t& temp_storage_bytes,
    DoubleBuffer<KeyT>& d_keys,
    DoubleBuffer<ValueT>& d_values,
    int num_items,
    int num_segments,
    BeginOffsetIteratorT d_begin_offsets,
    EndOffsetIteratorT d_end_offsets,
    cudaStream_t stream,
    bool debug_synchronous)
  {
    CUB_DETAIL_RUNTIME_DEBUG_SYNC_USAGE_LOG

    return SortPairs<KeyT, ValueT, BeginOffsetIteratorT, EndOffsetIteratorT>(
      d_temp_storage,
      temp_storage_bytes,
      d_keys,
      d_values,
      num_items,
      num_segments,
      d_begin_offsets,
      d_end_offsets,
      stream);
  }

private:
  // Internal version without NVTX range
  template <typename KeyT, typename ValueT, typename BeginOffsetIteratorT, typename EndOffsetIteratorT>
  CUB_RUNTIME_FUNCTION static cudaError_t SortPairsDescendingNoNVTX(
    void* d_temp_storage,
    std::size_t& temp_storage_bytes,
    DoubleBuffer<KeyT>& d_keys,
    DoubleBuffer<ValueT>& d_values,
    int num_items,
    int num_segments,
    BeginOffsetIteratorT d_begin_offsets,
    EndOffsetIteratorT d_end_offsets,
    cudaStream_t stream = 0)
  {
    constexpr bool is_descending     = true;
    constexpr bool is_overwrite_okay = true;
    using DispatchT = DispatchSegmentedSort<is_descending, KeyT, ValueT, int, BeginOffsetIteratorT, EndOffsetIteratorT>;

    return DispatchT::Dispatch(
      d_temp_storage,
      temp_storage_bytes,
      d_keys,
      d_values,
      num_items,
      num_segments,
      d_begin_offsets,
      d_end_offsets,
      is_overwrite_okay,
      stream);
  }

public:
  template <typename KeyT, typename ValueT, typename BeginOffsetIteratorT, typename EndOffsetIteratorT>
  CUB_RUNTIME_FUNCTION static cudaError_t SortPairsDescending(
    void* d_temp_storage,
    std::size_t& temp_storage_bytes,
    DoubleBuffer<KeyT>& d_keys,
    DoubleBuffer<ValueT>& d_values,
    int num_items,
    int num_segments,
    BeginOffsetIteratorT d_begin_offsets,
    EndOffsetIteratorT d_end_offsets,
    cudaStream_t stream = 0)
  {
    CUB_DETAIL_NVTX_RANGE_SCOPE_IF(d_temp_storage, GetName());
    return SortPairsDescendingNoNVTX(
      d_temp_storage,
      temp_storage_bytes,
      d_keys,
      d_values,
      num_items,
      num_segments,
      d_begin_offsets,
      d_end_offsets,
      stream);
  }

  template <typename KeyT, typename ValueT, typename BeginOffsetIteratorT, typename EndOffsetIteratorT>
  CUB_DETAIL_RUNTIME_DEBUG_SYNC_IS_NOT_SUPPORTED CUB_RUNTIME_FUNCTION static cudaError_t SortPairsDescending(
    void* d_temp_storage,
    std::size_t& temp_storage_bytes,
    DoubleBuffer<KeyT>& d_keys,
    DoubleBuffer<ValueT>& d_values,
    int num_items,
    int num_segments,
    BeginOffsetIteratorT d_begin_offsets,
    EndOffsetIteratorT d_end_offsets,
    cudaStream_t stream,
    bool debug_synchronous)
  {
    CUB_DETAIL_RUNTIME_DEBUG_SYNC_USAGE_LOG

    return SortPairsDescending<KeyT, ValueT, BeginOffsetIteratorT, EndOffsetIteratorT>(
      d_temp_storage,
      temp_storage_bytes,
      d_keys,
      d_values,
      num_items,
      num_segments,
      d_begin_offsets,
      d_end_offsets,
      stream);
  }

  template <typename KeyT, typename ValueT, typename BeginOffsetIteratorT, typename EndOffsetIteratorT>
  CUB_RUNTIME_FUNCTION static cudaError_t StableSortPairs(
    void* d_temp_storage,
    std::size_t& temp_storage_bytes,
    const KeyT* d_keys_in,
    KeyT* d_keys_out,
    const ValueT* d_values_in,
    ValueT* d_values_out,
    int num_items,
    int num_segments,
    BeginOffsetIteratorT d_begin_offsets,
    EndOffsetIteratorT d_end_offsets,
    cudaStream_t stream = 0)
  {
    CUB_DETAIL_NVTX_RANGE_SCOPE_IF(d_temp_storage, GetName());
    return SortPairsNoNVTX<KeyT, ValueT, BeginOffsetIteratorT, EndOffsetIteratorT>(
      d_temp_storage,
      temp_storage_bytes,
      d_keys_in,
      d_keys_out,
      d_values_in,
      d_values_out,
      num_items,
      num_segments,
      d_begin_offsets,
      d_end_offsets,
      stream);
  }

  template <typename KeyT, typename ValueT, typename BeginOffsetIteratorT, typename EndOffsetIteratorT>
  CUB_DETAIL_RUNTIME_DEBUG_SYNC_IS_NOT_SUPPORTED CUB_RUNTIME_FUNCTION static cudaError_t StableSortPairs(
    void* d_temp_storage,
    std::size_t& temp_storage_bytes,
    const KeyT* d_keys_in,
    KeyT* d_keys_out,
    const ValueT* d_values_in,
    ValueT* d_values_out,
    int num_items,
    int num_segments,
    BeginOffsetIteratorT d_begin_offsets,
    EndOffsetIteratorT d_end_offsets,
    cudaStream_t stream,
    bool debug_synchronous)
  {
    CUB_DETAIL_RUNTIME_DEBUG_SYNC_USAGE_LOG

    return StableSortPairs<KeyT, ValueT, BeginOffsetIteratorT, EndOffsetIteratorT>(
      d_temp_storage,
      temp_storage_bytes,
      d_keys_in,
      d_keys_out,
      d_values_in,
      d_values_out,
      num_items,
      num_segments,
      d_begin_offsets,
      d_end_offsets,
      stream);
  }

  template <typename KeyT, typename ValueT, typename BeginOffsetIteratorT, typename EndOffsetIteratorT>
  CUB_RUNTIME_FUNCTION static cudaError_t StableSortPairsDescending(
    void* d_temp_storage,
    std::size_t& temp_storage_bytes,
    const KeyT* d_keys_in,
    KeyT* d_keys_out,
    const ValueT* d_values_in,
    ValueT* d_values_out,
    int num_items,
    int num_segments,
    BeginOffsetIteratorT d_begin_offsets,
    EndOffsetIteratorT d_end_offsets,
    cudaStream_t stream = 0)
  {
    CUB_DETAIL_NVTX_RANGE_SCOPE_IF(d_temp_storage, GetName());
    return SortPairsDescendingNoNVTX<KeyT, ValueT, BeginOffsetIteratorT, EndOffsetIteratorT>(
      d_temp_storage,
      temp_storage_bytes,
      d_keys_in,
      d_keys_out,
      d_values_in,
      d_values_out,
      num_items,
      num_segments,
      d_begin_offsets,
      d_end_offsets,
      stream);
  }

  template <typename KeyT, typename ValueT, typename BeginOffsetIteratorT, typename EndOffsetIteratorT>
  CUB_DETAIL_RUNTIME_DEBUG_SYNC_IS_NOT_SUPPORTED CUB_RUNTIME_FUNCTION static cudaError_t StableSortPairsDescending(
    void* d_temp_storage,
    std::size_t& temp_storage_bytes,
    const KeyT* d_keys_in,
    KeyT* d_keys_out,
    const ValueT* d_values_in,
    ValueT* d_values_out,
    int num_items,
    int num_segments,
    BeginOffsetIteratorT d_begin_offsets,
    EndOffsetIteratorT d_end_offsets,
    cudaStream_t stream,
    bool debug_synchronous)
  {
    CUB_DETAIL_RUNTIME_DEBUG_SYNC_USAGE_LOG

    return StableSortPairsDescending<KeyT, ValueT, BeginOffsetIteratorT, EndOffsetIteratorT>(
      d_temp_storage,
      temp_storage_bytes,
      d_keys_in,
      d_keys_out,
      d_values_in,
      d_values_out,
      num_items,
      num_segments,
      d_begin_offsets,
      d_end_offsets,
      stream);
  }

  template <typename KeyT, typename ValueT, typename BeginOffsetIteratorT, typename EndOffsetIteratorT>
  CUB_RUNTIME_FUNCTION static cudaError_t StableSortPairs(
    void* d_temp_storage,
    std::size_t& temp_storage_bytes,
    DoubleBuffer<KeyT>& d_keys,
    DoubleBuffer<ValueT>& d_values,
    int num_items,
    int num_segments,
    BeginOffsetIteratorT d_begin_offsets,
    EndOffsetIteratorT d_end_offsets,
    cudaStream_t stream = 0)
  {
    CUB_DETAIL_NVTX_RANGE_SCOPE_IF(d_temp_storage, GetName());
    return SortPairsNoNVTX<KeyT, ValueT, BeginOffsetIteratorT, EndOffsetIteratorT>(
      d_temp_storage,
      temp_storage_bytes,
      d_keys,
      d_values,
      num_items,
      num_segments,
      d_begin_offsets,
      d_end_offsets,
      stream);
  }

  template <typename KeyT, typename ValueT, typename BeginOffsetIteratorT, typename EndOffsetIteratorT>
  CUB_DETAIL_RUNTIME_DEBUG_SYNC_IS_NOT_SUPPORTED CUB_RUNTIME_FUNCTION static cudaError_t StableSortPairs(
    void* d_temp_storage,
    std::size_t& temp_storage_bytes,
    DoubleBuffer<KeyT>& d_keys,
    DoubleBuffer<ValueT>& d_values,
    int num_items,
    int num_segments,
    BeginOffsetIteratorT d_begin_offsets,
    EndOffsetIteratorT d_end_offsets,
    cudaStream_t stream,
    bool debug_synchronous)
  {
    CUB_DETAIL_RUNTIME_DEBUG_SYNC_USAGE_LOG

    return StableSortPairs<KeyT, ValueT, BeginOffsetIteratorT, EndOffsetIteratorT>(
      d_temp_storage,
      temp_storage_bytes,
      d_keys,
      d_values,
      num_items,
      num_segments,
      d_begin_offsets,
      d_end_offsets,
      stream);
  }

  template <typename KeyT, typename ValueT, typename BeginOffsetIteratorT, typename EndOffsetIteratorT>
  CUB_RUNTIME_FUNCTION static cudaError_t StableSortPairsDescending(
    void* d_temp_storage,
    std::size_t& temp_storage_bytes,
    DoubleBuffer<KeyT>& d_keys,
    DoubleBuffer<ValueT>& d_values,
    int num_items,
    int num_segments,
    BeginOffsetIteratorT d_begin_offsets,
    EndOffsetIteratorT d_end_offsets,
    cudaStream_t stream = 0)
  {
    CUB_DETAIL_NVTX_RANGE_SCOPE_IF(d_temp_storage, GetName());
    return SortPairsDescendingNoNVTX<KeyT, ValueT, BeginOffsetIteratorT, EndOffsetIteratorT>(
      d_temp_storage,
      temp_storage_bytes,
      d_keys,
      d_values,
      num_items,
      num_segments,
      d_begin_offsets,
      d_end_offsets,
      stream);
  }

  template <typename KeyT, typename ValueT, typename BeginOffsetIteratorT, typename EndOffsetIteratorT>
  CUB_DETAIL_RUNTIME_DEBUG_SYNC_IS_NOT_SUPPORTED CUB_RUNTIME_FUNCTION static cudaError_t StableSortPairsDescending(
    void* d_temp_storage,
    std::size_t& temp_storage_bytes,
    DoubleBuffer<KeyT>& d_keys,
    DoubleBuffer<ValueT>& d_values,
    int num_items,
    int num_segments,
    BeginOffsetIteratorT d_begin_offsets,
    EndOffsetIteratorT d_end_offsets,
    cudaStream_t stream,
    bool debug_synchronous)
  {
    CUB_DETAIL_RUNTIME_DEBUG_SYNC_USAGE_LOG

    return StableSortPairsDescending<KeyT, ValueT, BeginOffsetIteratorT, EndOffsetIteratorT>(
      d_temp_storage,
      temp_storage_bytes,
      d_keys,
      d_values,
      num_items,
      num_segments,
      d_begin_offsets,
      d_end_offsets,
      stream);
  }

};

CUB_NAMESPACE_END