/****************************************************************************** * Copyright (c) 2011, Duane Merrill. All rights reserved. * Copyright (c) 2011-2018, 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 * Thread utilities for sequential prefix scan over statically-sized array types */ #pragma once #include #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_NAMESPACE_BEGIN /// Internal namespace (to prevent ADL mishaps between static functions when mixing different CUB installations) namespace internal { /** * @addtogroup UtilModule * @{ */ /** * @name Sequential prefix scan over statically-sized array types * @{ */ /** * @param[in] input * Input array * * @param[out] output * Output array (may be aliased to @p input) * * @param[in] scan_op * Binary scan operator */ template __device__ __forceinline__ T ThreadScanExclusive(T inclusive, T exclusive, T *input, T *output, ScanOp scan_op, Int2Type /*length*/) { #pragma unroll for (int i = 0; i < LENGTH; ++i) { inclusive = scan_op(exclusive, input[i]); output[i] = exclusive; exclusive = inclusive; } return inclusive; } /** * @brief Perform a sequential exclusive prefix scan over @p LENGTH elements of * the @p input array, seeded with the specified @p prefix. The aggregate is returned. * * @tparam LENGTH * LengthT of @p input and @p output arrays * * @tparam T * [inferred] The data type to be scanned. * * @tparam ScanOp * [inferred] Binary scan operator type having member * T operator()(const T &a, const T &b) * * @param[in] input * Input array * * @param[out] output * Output array (may be aliased to @p input) * * @param[in] scan_op * Binary scan operator * * @param[in] prefix * Prefix to seed scan with * * @param[in] apply_prefix * Whether or not the calling thread should apply its prefix. * If not, the first output element is undefined. * (Handy for preventing thread-0 from applying a prefix.) */ template __device__ __forceinline__ T ThreadScanExclusive(T *input, T *output, ScanOp scan_op, T prefix, bool apply_prefix = true) { T inclusive = input[0]; if (apply_prefix) { inclusive = scan_op(prefix, inclusive); } output[0] = prefix; T exclusive = inclusive; return ThreadScanExclusive(inclusive, exclusive, input + 1, output + 1, scan_op, Int2Type()); } /** * @brief Perform a sequential exclusive prefix scan over the statically-sized * @p input array, seeded with the specified @p prefix. The aggregate is returned. * * @tparam LENGTH * [inferred] LengthT of @p input and @p output arrays * * @tparam T * [inferred] The data type to be scanned. * * @tparam ScanOp * [inferred] Binary scan operator type having member * T operator()(const T &a, const T &b) * * @param[in] input * Input array * * @param[out] output * Output array (may be aliased to @p input) * * @param[in] scan_op * Binary scan operator * * @param[in] prefix * Prefix to seed scan with * * @param[in] apply_prefix * Whether or not the calling thread should apply its prefix. * (Handy for preventing thread-0 from applying a prefix.) */ template __device__ __forceinline__ T ThreadScanExclusive(T (&input)[LENGTH], T (&output)[LENGTH], ScanOp scan_op, T prefix, bool apply_prefix = true) { return ThreadScanExclusive((T *)input, (T *)output, scan_op, prefix, apply_prefix); } /** * @param[in] input * Input array * * @param[out] output * Output array (may be aliased to @p input) * * @param[in] scan_op * Binary scan operator */ template __device__ __forceinline__ T ThreadScanInclusive(T inclusive, T *input, T *output, ScanOp scan_op, Int2Type /*length*/) { #pragma unroll for (int i = 0; i < LENGTH; ++i) { inclusive = scan_op(inclusive, input[i]); output[i] = inclusive; } return inclusive; } /** * @brief Perform a sequential inclusive prefix scan over * @p LENGTH elements of the @p input array. The aggregate is returned. * * @tparam LENGTH * LengthT of @p input and @p output arrays * * @tparam T * [inferred] The data type to be scanned. * * @tparam ScanOp * [inferred] Binary scan operator type having member * T operator()(const T &a, const T &b) * * @param[in] input * Input array * * @param[out] output * Output array (may be aliased to @p input) * * @param[in] scan_op * Binary scan operator */ template __device__ __forceinline__ T ThreadScanInclusive(T *input, T *output, ScanOp scan_op) { T inclusive = input[0]; output[0] = inclusive; // Continue scan return ThreadScanInclusive(inclusive, input + 1, output + 1, scan_op, Int2Type()); } /** * @brief Perform a sequential inclusive prefix scan over the * statically-sized @p input array. The aggregate is returned. * * @tparam LENGTH * [inferred] LengthT of @p input and @p output arrays * * @tparam T * [inferred] The data type to be scanned. * * @tparam ScanOp * [inferred] Binary scan operator type having member * T operator()(const T &a, const T &b) * * @param[in] input * Input array * * @param[out] output * Output array (may be aliased to @p input) * * @param[in] scan_op * Binary scan operator */ template __device__ __forceinline__ T ThreadScanInclusive(T (&input)[LENGTH], T (&output)[LENGTH], ScanOp scan_op) { return ThreadScanInclusive((T*) input, (T*) output, scan_op); } /** * @brief Perform a sequential inclusive prefix scan over * @p LENGTH elements of the @p input array, seeded with the * specified @p prefix. The aggregate is returned. * * @tparam LENGTH * LengthT of @p input and @p output arrays * * @tparam T * [inferred] The data type to be scanned. * * @tparam ScanOp * [inferred] Binary scan operator type having member * T operator()(const T &a, const T &b) * * @param[in] input * Input array * * @param[out] output * Output array (may be aliased to @p input) * * @param[in] scan_op * Binary scan operator * * @param[in] prefix * Prefix to seed scan with * * @param[in] apply_prefix * Whether or not the calling thread should apply its prefix. * (Handy for preventing thread-0 from applying a prefix.) */ template __device__ __forceinline__ T ThreadScanInclusive(T *input, T *output, ScanOp scan_op, T prefix, bool apply_prefix = true) { T inclusive = input[0]; if (apply_prefix) { inclusive = scan_op(prefix, inclusive); } output[0] = inclusive; // Continue scan return ThreadScanInclusive(inclusive, input + 1, output + 1, scan_op, Int2Type()); } /** * @brief Perform a sequential inclusive prefix scan over the * statically-sized @p input array, seeded with the specified @p prefix. * The aggregate is returned. * * @tparam LENGTH * [inferred] LengthT of @p input and @p output arrays * * @tparam T * [inferred] The data type to be scanned. * * @tparam ScanOp * [inferred] Binary scan operator type having member * T operator()(const T &a, const T &b) * * @param[in] input * Input array * * @param[out] output * Output array (may be aliased to @p input) * * @param[in] scan_op * Binary scan operator * * @param[in] prefix * Prefix to seed scan with * * @param[in] apply_prefix * Whether or not the calling thread should apply its prefix. * (Handy for preventing thread-0 from applying a prefix.) */ template __device__ __forceinline__ T ThreadScanInclusive(T (&input)[LENGTH], T (&output)[LENGTH], ScanOp scan_op, T prefix, bool apply_prefix = true) { return ThreadScanInclusive((T*) input, (T*) output, scan_op, prefix, apply_prefix); } //@} end member group /** @} */ // end group UtilModule } // internal namespace CUB_NAMESPACE_END