// SPDX-FileCopyrightText: Copyright (c) 2011, Duane Merrill. All rights reserved. // SPDX-FileCopyrightText: Copyright (c) 2011-2018, NVIDIA CORPORATION. All rights reserved. // SPDX-License-Identifier: BSD-3 /** * \file * PTX intrinsics */ #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 #include #include CUB_NAMESPACE_BEGIN /****************************************************************************** * Inlined PTX intrinsics ******************************************************************************/ #ifndef _CCCL_DOXYGEN_INVOKED // Do not document /** * Bitfield-extract. */ template //! deprecated [Since 3.0] CCCL_DEPRECATED_BECAUSE("Use cuda::bitfield_extract()") _CCCL_DEVICE _CCCL_FORCEINLINE unsigned int BFE(UnsignedBits source, unsigned int bit_start, unsigned int num_bits, detail::constant_t /*byte_len*/) { unsigned int bits; asm("bfe.u32 %0, %1, %2, %3;" : "=r"(bits) : "r"((unsigned int) source), "r"(bit_start), "r"(num_bits)); return bits; } /** * Bitfield-extract for 64-bit types. */ template //! deprecated [Since 3.0] CCCL_DEPRECATED_BECAUSE("Use cuda::bitfield_extract()") _CCCL_DEVICE _CCCL_FORCEINLINE unsigned int BFE(UnsignedBits source, unsigned int bit_start, unsigned int num_bits, detail::constant_t<8> /*byte_len*/) { const unsigned long long MASK = (1ull << num_bits) - 1; return (source >> bit_start) & MASK; } # if _CCCL_HAS_INT128() /** * Bitfield-extract for 128-bit types. */ template //! deprecated [Since 3.0] CCCL_DEPRECATED_BECAUSE("Use cuda::bitfield_extract()") _CCCL_DEVICE _CCCL_FORCEINLINE unsigned int BFE(UnsignedBits source, unsigned int bit_start, unsigned int num_bits, detail::constant_t<16> /*byte_len*/) { const __uint128_t MASK = (__uint128_t{1} << num_bits) - 1; return (source >> bit_start) & MASK; } # endif #endif // _CCCL_DOXYGEN_INVOKED /** * \brief Bitfield-extract. Extracts \p num_bits from \p source starting at bit-offset \p bit_start. The input \p * source may be an 8b, 16b, 32b, or 64b unsigned integer type. */ template //! deprecated [Since 3.0] CCCL_DEPRECATED_BECAUSE("Use cuda::bitfield_extract()") _CCCL_DEVICE _CCCL_FORCEINLINE unsigned int BFE(UnsignedBits source, unsigned int bit_start, unsigned int num_bits) { return BFE(source, bit_start, num_bits, detail::constant_v); } #ifndef _CCCL_DOXYGEN_INVOKED // Do not document /** * Warp synchronous shfl_up */ _CCCL_DEVICE _CCCL_FORCEINLINE unsigned int SHFL_UP_SYNC(unsigned int word, int src_offset, int flags, unsigned int member_mask) { asm volatile("shfl.sync.up.b32 %0, %1, %2, %3, %4;" : "=r"(word) : "r"(word), "r"(src_offset), "r"(flags), "r"(member_mask)); return word; } /** * Warp synchronous shfl_down */ _CCCL_DEVICE _CCCL_FORCEINLINE unsigned int SHFL_DOWN_SYNC(unsigned int word, int src_offset, int flags, unsigned int member_mask) { asm volatile("shfl.sync.down.b32 %0, %1, %2, %3, %4;" : "=r"(word) : "r"(word), "r"(src_offset), "r"(flags), "r"(member_mask)); return word; } #endif // _CCCL_DOXYGEN_INVOKED /** * \brief Terminates the calling thread */ _CCCL_DEVICE _CCCL_FORCEINLINE void ThreadExit() { asm volatile("exit;"); } /** * \brief Returns the row-major linear thread identifier for a multidimensional thread block */ _CCCL_DEVICE _CCCL_FORCEINLINE int RowMajorTid(int block_dim_x, int block_dim_y, int block_dim_z) { return static_cast(((block_dim_z == 1) ? 0 : (threadIdx.z * block_dim_x * block_dim_y)) + ((block_dim_y == 1) ? 0 : (threadIdx.y * block_dim_x)) + threadIdx.x); } /** * @brief Returns the warp mask for a warp of @p LOGICAL_WARP_THREADS threads * * @par * If the number of threads assigned to the virtual warp is not a power of two, * it's assumed that only one virtual warp exists. * * @tparam LOGICAL_WARP_THREADS [optional] The number of threads per * "logical" warp (may be less than the number of * hardware warp threads). * @param warp_id Id of virtual warp within architectural warp */ template _CCCL_HOST_DEVICE _CCCL_FORCEINLINE unsigned int WarpMask([[maybe_unused]] unsigned int warp_id) { constexpr bool is_pow_of_two = ::cuda::is_power_of_two(LOGICAL_WARP_THREADS); constexpr bool is_arch_warp = LOGICAL_WARP_THREADS == detail::warp_threads; unsigned int member_mask = 0xFFFFFFFFu >> (detail::warp_threads - LOGICAL_WARP_THREADS); if constexpr (is_pow_of_two && !is_arch_warp) { member_mask <<= warp_id * LOGICAL_WARP_THREADS; } return member_mask; } /** * @brief Shuffle-up for any data type. * Each warp-lanei obtains the value @p input contributed by * warp-lanei-src_offset. * For thread lanes @e i < src_offset, the thread's own @p input is returned to the thread. * ![](shfl_up_logo.png) * * @tparam LOGICAL_WARP_THREADS * The number of threads per "logical" warp. Must be a power-of-two <= 32. * * @tparam T * [inferred] The input/output element type * * @par * - Available only for SM3.0 or newer * * @par Snippet * The code snippet below illustrates each thread obtaining a \p double value from the * predecessor of its predecessor. * @par * @code * #include // or equivalently * * __global__ void ExampleKernel(...) * { * // Obtain one input item per thread * double thread_data = ... * * // Obtain item from two ranks below * double peer_data = ShuffleUp<32>(thread_data, 2, 0, 0xffffffff); * * @endcode * @par * Suppose the set of input @p thread_data across the first warp of threads is * {1.0, 2.0, 3.0, 4.0, 5.0, ..., 32.0}. The corresponding output @p peer_data will be * {1.0, 2.0, 1.0, 2.0, 3.0, ..., 30.0}. * * @param[in] input * The value to broadcast * * @param[in] src_offset * The relative down-offset of the peer to read from * * @param[in] first_thread * Index of first lane in logical warp (typically 0) * * @param[in] member_mask * 32-bit mask of participating warp lanes */ template _CCCL_DEVICE _CCCL_FORCEINLINE T ShuffleUp(T input, int src_offset, int first_thread, unsigned int member_mask) { /// The 5-bit SHFL mask for logically splitting warps into sub-segments starts 8-bits up constexpr int SHFL_C = (32 - LOGICAL_WARP_THREADS) << 8; using ShuffleWord = typename UnitWord::ShuffleWord; constexpr int WORDS = (sizeof(T) + sizeof(ShuffleWord) - 1) / sizeof(ShuffleWord); T output; ShuffleWord* output_alias = reinterpret_cast(&output); ShuffleWord* input_alias = reinterpret_cast(&input); unsigned int shuffle_word; shuffle_word = SHFL_UP_SYNC((unsigned int) input_alias[0], src_offset, first_thread | SHFL_C, member_mask); output_alias[0] = shuffle_word; _CCCL_PRAGMA_UNROLL_FULL() for (int WORD = 1; WORD < WORDS; ++WORD) { shuffle_word = SHFL_UP_SYNC((unsigned int) input_alias[WORD], src_offset, first_thread | SHFL_C, member_mask); output_alias[WORD] = shuffle_word; } return output; } /** * @brief Shuffle-down for any data type. * Each warp-lanei obtains the value @p input contributed by * warp-lanei+src_offset. * For thread lanes @e i >= WARP_THREADS, the thread's own @p input is returned to the * thread. ![](shfl_down_logo.png) * * @tparam LOGICAL_WARP_THREADS * The number of threads per "logical" warp. Must be a power-of-two <= 32. * * @tparam T * [inferred] The input/output element type * * @par * - Available only for SM3.0 or newer * * @par Snippet * The code snippet below illustrates each thread obtaining a @p double value from the * successor of its successor. * @par * @code * #include // or equivalently * * __global__ void ExampleKernel(...) * { * // Obtain one input item per thread * double thread_data = ... * * // Obtain item from two ranks below * double peer_data = ShuffleDown<32>(thread_data, 2, 31, 0xffffffff); * * @endcode * @par * Suppose the set of input @p thread_data across the first warp of threads is * {1.0, 2.0, 3.0, 4.0, 5.0, ..., 32.0}. * The corresponding output @p peer_data will be * {3.0, 4.0, 5.0, 6.0, 7.0, ..., 32.0}. * * @param[in] input * The value to broadcast * * @param[in] src_offset * The relative up-offset of the peer to read from * * @param[in] last_thread * Index of last thread in logical warp (typically 31 for a 32-thread warp) * * @param[in] member_mask * 32-bit mask of participating warp lanes */ template _CCCL_DEVICE _CCCL_FORCEINLINE T ShuffleDown(T input, int src_offset, int last_thread, unsigned int member_mask) { /// The 5-bit SHFL mask for logically splitting warps into sub-segments starts 8-bits up static constexpr int SHFL_C = (32 - LOGICAL_WARP_THREADS) << 8; using ShuffleWord = typename UnitWord::ShuffleWord; constexpr int WORDS = (sizeof(T) + sizeof(ShuffleWord) - 1) / sizeof(ShuffleWord); T output; ShuffleWord* output_alias = reinterpret_cast(&output); ShuffleWord* input_alias = reinterpret_cast(&input); unsigned int shuffle_word; shuffle_word = SHFL_DOWN_SYNC((unsigned int) input_alias[0], src_offset, last_thread | SHFL_C, member_mask); output_alias[0] = shuffle_word; _CCCL_PRAGMA_UNROLL_FULL() for (int WORD = 1; WORD < WORDS; ++WORD) { shuffle_word = SHFL_DOWN_SYNC((unsigned int) input_alias[WORD], src_offset, last_thread | SHFL_C, member_mask); output_alias[WORD] = shuffle_word; } return output; } /** * @brief Shuffle-broadcast for any data type. * Each warp-lanei obtains the value @p input * contributed by warp-lanesrc_lane. * For @p src_lane < 0 or @p src_lane >= WARP_THREADS, * then the thread's own @p input is returned to the thread. * ![](shfl_broadcast_logo.png) * * @tparam LOGICAL_WARP_THREADS * The number of threads per "logical" warp. Must be a power-of-two <= 32. * * @tparam T * [inferred] The input/output element type * * @par * - Available only for SM3.0 or newer * * @par Snippet * The code snippet below illustrates each thread obtaining a @p double value from * warp-lane0. * * @par * @code * #include // or equivalently * * __global__ void ExampleKernel(...) * { * // Obtain one input item per thread * double thread_data = ... * * // Obtain item from thread 0 * double peer_data = ShuffleIndex<32>(thread_data, 0, 0xffffffff); * * @endcode * @par * Suppose the set of input @p thread_data across the first warp of threads is * {1.0, 2.0, 3.0, 4.0, 5.0, ..., 32.0}. * The corresponding output @p peer_data will be * {1.0, 1.0, 1.0, 1.0, 1.0, ..., 1.0}. * * @param[in] input * The value to broadcast * * @param[in] src_lane * Which warp lane is to do the broadcasting * * @param[in] member_mask * 32-bit mask of participating warp lanes */ template _CCCL_DEVICE _CCCL_FORCEINLINE T ShuffleIndex(T input, int src_lane, unsigned int member_mask) { using ShuffleWord = typename UnitWord::ShuffleWord; constexpr int WORDS = (sizeof(T) + sizeof(ShuffleWord) - 1) / sizeof(ShuffleWord); T output; ShuffleWord* output_alias = reinterpret_cast(&output); ShuffleWord* input_alias = reinterpret_cast(&input); unsigned int shuffle_word; shuffle_word = __shfl_sync(member_mask, (unsigned int) input_alias[0], src_lane, LOGICAL_WARP_THREADS); output_alias[0] = shuffle_word; _CCCL_PRAGMA_UNROLL_FULL() for (int WORD = 1; WORD < WORDS; ++WORD) { shuffle_word = __shfl_sync(member_mask, (unsigned int) input_alias[WORD], src_lane, LOGICAL_WARP_THREADS); output_alias[WORD] = shuffle_word; } return output; } #ifndef _CCCL_DOXYGEN_INVOKED // Do not document namespace detail { /** * Implementation detail for `MatchAny`. It provides specializations for full and partial warps. * For partial warps, inactive threads must be masked out. This is done in the partial warp * specialization below. * Usage: * ``` * // returns a mask of threads with the same 4 least-significant bits of `label` * // in a warp with 16 active threads * warp_matcher_t<4, 16>::match_any(label); * * // returns a mask of threads with the same 4 least-significant bits of `label` * // in a warp with 32 active threads (no extra work is done) * warp_matcher_t<4, 32>::match_any(label); * ``` */ template struct warp_matcher_t { static _CCCL_DEVICE unsigned int match_any(unsigned int label) { return warp_matcher_t::match_any(label) & ~(~0 << WARP_ACTIVE_THREADS); } }; template struct warp_matcher_t { // match.any.sync.b32 is slower when matching a few bits // using a ballot loop instead static _CCCL_DEVICE unsigned int match_any(unsigned int label) { unsigned int retval; // Extract masks of common threads for each bit _CCCL_PRAGMA_UNROLL_FULL() for (int BIT = 0; BIT < LABEL_BITS; ++BIT) { unsigned int mask; unsigned int current_bit = 1 << BIT; asm("{\n" " .reg .pred p;\n" " and.b32 %0, %1, %2;" " setp.ne.u32 p, %0, 0;\n" " vote.ballot.sync.b32 %0, p, 0xffffffff;\n" " @!p not.b32 %0, %0;\n" "}\n" : "=r"(mask) : "r"(label), "r"(current_bit)); // Remove peers who differ retval = (BIT == 0) ? mask : retval & mask; } return retval; } }; /** * @brief Shifts @p val left by the amount specified by unsigned 32-bit value in @p num_bits. If @p * num_bits is larger than 32 bits, @p num_bits is clamped to 32. */ _CCCL_DEVICE _CCCL_FORCEINLINE uint32_t LogicShiftLeft(uint32_t val, uint32_t num_bits) { uint32_t ret{}; asm("shl.b32 %0, %1, %2;" : "=r"(ret) : "r"(val), "r"(num_bits)); return ret; } /** * @brief Shifts @p val right by the amount specified by unsigned 32-bit value in @p num_bits. If @p * num_bits is larger than 32 bits, @p num_bits is clamped to 32. */ _CCCL_DEVICE _CCCL_FORCEINLINE uint32_t LogicShiftRight(uint32_t val, uint32_t num_bits) { uint32_t ret{}; asm("shr.b32 %0, %1, %2;" : "=r"(ret) : "r"(val), "r"(num_bits)); return ret; } } // namespace detail #endif // _CCCL_DOXYGEN_INVOKED /** * Compute a 32b mask of threads having the same least-significant * LABEL_BITS of \p label as the calling thread. */ template inline _CCCL_DEVICE unsigned int MatchAny(unsigned int label) { return detail::warp_matcher_t::match_any(label); } CUB_NAMESPACE_END