CCCL (CUDA C++ Core Libraries) provides: - CUB: device/block/warp-level GPU primitives (reduce, scan, sort, topk) - Thrust: high-level parallel algorithms (transform_reduce, sort, scan) - libcudacxx: CUDA C++ standard library (atomics, barriers, memory) - cudax: experimental features (memory resources, allocators) - Tuning policies: per-SM hardware-specific algorithm parameters Competition optimization vectors mapped to CCCL: - Output TPS (83% weight): warp_reduce, block_reduce, device_topk - Input TPS (14% weight): device_scan, block_load, prefetch - Cache TPS (3% weight): prefix caching strategy patterns - Memory (0.9 util): pooled/cached/buddy allocators Source: https://github.com/NVIDIA/cccl (shallow clone, HEAD only) License: Apache-2.0
341 lines
9.6 KiB
Plaintext
341 lines
9.6 KiB
Plaintext
// SPDX-FileCopyrightText: Copyright (c) 2011, Duane Merrill. All rights reserved.
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// SPDX-FileCopyrightText: Copyright (c) 2011-2018, NVIDIA CORPORATION. All rights reserved.
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// SPDX-License-Identifier: BSD-3
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//! @file
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//! The cub::BlockShuffle class provides :ref:`collective <collective-primitives>` methods for shuffling data
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//! partitioned across a CUDA thread block.
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#pragma once
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#include <cub/config.cuh>
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#if defined(_CCCL_IMPLICIT_SYSTEM_HEADER_GCC)
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# pragma GCC system_header
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#elif defined(_CCCL_IMPLICIT_SYSTEM_HEADER_CLANG)
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# pragma clang system_header
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#elif defined(_CCCL_IMPLICIT_SYSTEM_HEADER_MSVC)
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# pragma system_header
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#endif // no system header
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#include <cub/util_ptx.cuh>
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#include <cub/util_type.cuh>
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CUB_NAMESPACE_BEGIN
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//! @rst
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//! The BlockShuffle class provides :ref:`collective <collective-primitives>`
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//! methods for shuffling data partitioned across a CUDA thread block.
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//!
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//! Overview
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//! ++++++++++++++++
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//!
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//! It is commonplace for blocks of threads to rearrange data items between threads.
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//! The BlockShuffle abstraction allows threads to efficiently shift items either
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//! (a) up to their successor or
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//! (b) down to their predecessor
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//!
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//! @endrst
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//!
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//! @tparam T
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//! The data type to be exchanged.
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//!
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//! @tparam BlockDimX
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//! The thread block length in threads along the X dimension
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//!
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//! @tparam BlockDimY
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//! **[optional]** The thread block length in threads along the Y dimension (default: 1)
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//!
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//! @tparam BlockDimZ
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//! **[optional]** The thread block length in threads along the Z dimension (default: 1)
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//!
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template <typename T, int BlockDimX, int BlockDimY = 1, int BlockDimZ = 1>
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class BlockShuffle
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{
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private:
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static constexpr int BLOCK_THREADS = BlockDimX * BlockDimY * BlockDimZ;
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static constexpr int LOG_WARP_THREADS = detail::log2_warp_threads;
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static constexpr int WARP_THREADS = 1 << LOG_WARP_THREADS;
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static constexpr int WARPS = (BLOCK_THREADS + WARP_THREADS - 1) / WARP_THREADS;
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/// Shared memory storage layout type (last element from each thread's input)
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using _TempStorage = T[BLOCK_THREADS];
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public:
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/// \smemstorage{BlockShuffle}
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struct TempStorage : Uninitialized<_TempStorage>
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{};
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private:
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/// Shared storage reference
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_TempStorage& temp_storage;
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/// Linear thread-id
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unsigned int linear_tid;
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/// Internal storage allocator
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_CCCL_DEVICE _CCCL_FORCEINLINE _TempStorage& PrivateStorage()
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{
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__shared__ _TempStorage private_storage;
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return private_storage;
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}
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public:
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//! @name Collective constructors
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//! @{
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//! @brief Collective constructor using a private static allocation of shared memory as temporary storage.
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//!
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//! @rst
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//! .. versionadded:: 2.2.0
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//! First appears in CUDA Toolkit 12.3.
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//! @endrst
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_CCCL_DEVICE _CCCL_FORCEINLINE BlockShuffle()
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: temp_storage(PrivateStorage())
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, linear_tid(RowMajorTid(BlockDimX, BlockDimY, BlockDimZ))
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{}
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/**
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* @brief Collective constructor using the specified memory allocation
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* as temporary storage.
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*
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* @rst
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* .. versionadded:: 2.2.0
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* First appears in CUDA Toolkit 12.3.
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* @endrst
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*
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* @param[in] temp_storage
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* Reference to memory allocation having layout type TempStorage
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*/
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_CCCL_DEVICE _CCCL_FORCEINLINE BlockShuffle(TempStorage& temp_storage)
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: temp_storage(temp_storage.Alias())
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, linear_tid(RowMajorTid(BlockDimX, BlockDimY, BlockDimZ))
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{}
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//! @}
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//! @name Shuffle movement
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//! @{
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//! @rst
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//! Each *thread*\ :sub:`i` obtains the ``input`` provided by *thread*\ :sub:`i + distance`.
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//! The offset ``distance`` may be negative.
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//!
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//! .. versionadded:: 2.2.0
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//! First appears in CUDA Toolkit 12.3.
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//!
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//! - @smemreuse
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//! @endrst
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//!
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//! @param[in] input
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//! @rst
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//! The input item from the calling thread (*thread*\ :sub:`i`)
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//! @endrst
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//!
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//! @param[out] output
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//! @rst
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//! The ``input`` item from the successor (or predecessor) thread
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//! *thread*\ :sub:`i + distance` (may be aliased to ``input``).
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//! This value is only updated for for *thread*\ :sub:`i` when
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//! ``0 <= (i + distance) < BLOCK_THREADS - 1``
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//! @endrst
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//!
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//! @param[in] distance
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//! Offset distance (may be negative)
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_CCCL_DEVICE _CCCL_FORCEINLINE void Offset(T input, T& output, int distance = 1)
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{
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temp_storage[linear_tid] = input;
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__syncthreads();
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const int offset_tid = static_cast<int>(linear_tid) + distance;
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if ((offset_tid >= 0) && (offset_tid < BLOCK_THREADS))
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{
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output = temp_storage[static_cast<size_t>(offset_tid)];
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}
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}
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//! @rst
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//! Each *thread*\ :sub:`i` obtains the ``input`` provided by *thread*\ :sub:`i + distance`.
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//!
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//! .. versionadded:: 2.2.0
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//! First appears in CUDA Toolkit 12.3.
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//!
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//! - @smemreuse
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//! @endrst
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//!
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//! @param[in] input
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//! The calling thread's input item
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//!
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//! @param[out] output
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//! @rst
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//! The ``input`` item from thread
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//! *thread*\ :sub:`(i + distance>) % BLOCK_THREADS` (may be aliased to ``input``).
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//! This value is not updated for *thread*\ :sub:`BLOCK_THREADS - 1`.
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//! @endrst
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//!
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//! @param[in] distance
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//! Offset distance (`0 < distance < `BLOCK_THREADS`)
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_CCCL_DEVICE _CCCL_FORCEINLINE void Rotate(T input, T& output, unsigned int distance = 1)
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{
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temp_storage[linear_tid] = input;
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__syncthreads();
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unsigned int offset = linear_tid + distance;
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if (offset >= BLOCK_THREADS)
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{
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offset -= BLOCK_THREADS;
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}
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output = temp_storage[offset];
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}
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//! @rst
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//! The thread block rotates its :ref:`blocked arrangement <flexible-data-arrangement>` of
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//! ``input`` items, shifting it up by one item.
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//!
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//! .. versionadded:: 2.2.0
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//! First appears in CUDA Toolkit 12.3.
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//!
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//! - @blocked
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//! - @granularity
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//! - @smemreuse
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//! @endrst
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//!
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//! @param[in] input
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//! The calling thread's input items
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//!
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//! @param[out] prev
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//! @rst
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//! The corresponding predecessor items (may be aliased to ``input``).
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//! The item ``prev[0]`` is not updated for *thread*\ :sub:`0`.
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//! @endrst
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template <int ITEMS_PER_THREAD>
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_CCCL_DEVICE _CCCL_FORCEINLINE void Up(T (&input)[ITEMS_PER_THREAD], T (&prev)[ITEMS_PER_THREAD])
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{
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temp_storage[linear_tid] = input[ITEMS_PER_THREAD - 1];
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__syncthreads();
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_CCCL_PRAGMA_UNROLL_FULL()
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for (int ITEM = ITEMS_PER_THREAD - 1; ITEM > 0; --ITEM)
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{
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prev[ITEM] = input[ITEM - 1];
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}
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if (linear_tid > 0)
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{
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prev[0] = temp_storage[linear_tid - 1];
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}
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}
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//! @rst
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//! The thread block rotates its :ref:`blocked arrangement <flexible-data-arrangement>`
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//! of ``input`` items, shifting it up by one item. All threads receive the ``input`` provided by
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//! *thread*\ :sub:`BLOCK_THREADS - 1`.
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//!
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//! .. versionadded:: 2.2.0
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//! First appears in CUDA Toolkit 12.3.
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//!
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//! - @blocked
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//! - @granularity
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//! - @smemreuse
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//! @endrst
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//!
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//! @param[in] input
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//! The calling thread's input items
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//!
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//! @param[out] prev
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//! @rst
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//! The corresponding predecessor items (may be aliased to ``input``).
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//! The item ``prev[0]`` is not updated for *thread*\ :sub:`0`.
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//! @endrst
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//!
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//! @param[out] block_suffix
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//! @rst
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//! The item ``input[ITEMS_PER_THREAD - 1]`` from *thread*\ :sub:`BLOCK_THREADS - 1`, provided to all threads
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//! @endrst
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template <int ITEMS_PER_THREAD>
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_CCCL_DEVICE _CCCL_FORCEINLINE void Up(T (&input)[ITEMS_PER_THREAD], T (&prev)[ITEMS_PER_THREAD], T& block_suffix)
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{
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Up(input, prev);
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block_suffix = temp_storage[BLOCK_THREADS - 1];
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}
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//! @rst
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//! The thread block rotates its :ref:`blocked arrangement <flexible-data-arrangement>`
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//! of ``input`` items, shifting it down by one item.
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//!
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//! .. versionadded:: 2.2.0
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//! First appears in CUDA Toolkit 12.3.
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//!
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//! - @blocked
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//! - @granularity
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//! - @smemreuse
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//! @endrst
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//!
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//! @param[in] input
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//! The calling thread's input items
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//!
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//! @param[out] prev
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//! @rst
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//! The corresponding predecessor items (may be aliased to ``input``).
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//! The value ``prev[0]`` is not updated for *thread*\ :sub:`BLOCK_THREADS - 1`.
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//! @endrst
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template <int ITEMS_PER_THREAD>
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_CCCL_DEVICE _CCCL_FORCEINLINE void Down(T (&input)[ITEMS_PER_THREAD], T (&prev)[ITEMS_PER_THREAD])
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{
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temp_storage[linear_tid] = input[0];
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__syncthreads();
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_CCCL_PRAGMA_UNROLL_FULL()
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for (int ITEM = 0; ITEM < ITEMS_PER_THREAD - 1; ITEM++)
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{
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prev[ITEM] = input[ITEM + 1];
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}
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if (linear_tid < BLOCK_THREADS - 1)
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{
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prev[ITEMS_PER_THREAD - 1] = temp_storage[linear_tid + 1];
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}
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}
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//! @rst
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//! The thread block rotates its :ref:`blocked arrangement <flexible-data-arrangement>` of input items,
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//! shifting it down by one item. All threads receive ``input[0]`` provided by *thread*\ :sub:`0`.
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//!
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//! .. versionadded:: 2.2.0
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//! First appears in CUDA Toolkit 12.3.
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//!
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//! - @blocked
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//! - @granularity
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//! - @smemreuse
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//! @endrst
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//!
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//! @param[in] input
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//! The calling thread's input items
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//!
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//! @param[out] prev
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//! @rst
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//! The corresponding predecessor items (may be aliased to ``input``).
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//! The value ``prev[0]`` is not updated for *thread*\ :sub:`BLOCK_THREADS - 1`.
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//! @endrst
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//!
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//! @param[out] block_prefix
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//! @rst
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//! The item ``input[0]`` from *thread*\ :sub:`0`, provided to all threads
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//! @endrst
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template <int ITEMS_PER_THREAD>
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_CCCL_DEVICE _CCCL_FORCEINLINE void Down(T (&input)[ITEMS_PER_THREAD], T (&prev)[ITEMS_PER_THREAD], T& block_prefix)
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{
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Down(input, prev);
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block_prefix = temp_storage[0];
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}
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//! @}
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};
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CUB_NAMESPACE_END
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