/****************************************************************************** * Copyright (c) 2020, 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 #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 #if _CCCL_STD_VER >= 2014 # if THRUST_DEVICE_COMPILER == THRUST_DEVICE_COMPILER_NVCC # include # include # include # include # include # include # include # include // TODO specialize for thrust::plus to use e.g. ExclusiveSum instead of ExcScan // - Note that thrust::plus<> is transparent, cub::Sum is not. This should be // fixed in CUB first). // - Need to check if CUB actually optimizes for sums before putting in effort THRUST_NAMESPACE_BEGIN namespace system { namespace cuda { namespace detail { template unique_eager_event async_exclusive_scan_n( execution_policy& policy, ForwardIt first, Size n, OutputIt out, InitialValueType init, BinaryOp op) { using InputValueT = cub::detail::InputValue; using Dispatch32 = cub::DispatchScan; using Dispatch64 = cub::DispatchScan; InputValueT init_value(init); auto const device_alloc = get_async_device_allocator(policy); unique_eager_event ev; // Determine temporary device storage requirements. cudaError_t status; size_t tmp_size = 0; { THRUST_INDEX_TYPE_DISPATCH2( status, Dispatch32::Dispatch, Dispatch64::Dispatch, n, (nullptr, tmp_size, first, out, op, init_value, n_fixed, nullptr)); thrust::cuda_cub::throw_on_error( status, "after determining tmp storage " "requirements for exclusive_scan"); } // Allocate temporary storage. auto content = uninitialized_allocate_unique_n(device_alloc, tmp_size); void* const tmp_ptr = raw_pointer_cast(content.get()); // Set up stream with dependencies. cudaStream_t const user_raw_stream = thrust::cuda_cub::stream(policy); if (thrust::cuda_cub::default_stream() != user_raw_stream) { ev = make_dependent_event( std::tuple_cat(std::make_tuple(std::move(content), unique_stream(nonowning, user_raw_stream)), extract_dependencies(std::move(thrust::detail::derived_cast(policy))))); } else { ev = make_dependent_event(std::tuple_cat( std::make_tuple(std::move(content)), extract_dependencies(std::move(thrust::detail::derived_cast(policy))))); } // Run scan. { THRUST_INDEX_TYPE_DISPATCH2( status, Dispatch32::Dispatch, Dispatch64::Dispatch, n, (tmp_ptr, tmp_size, first, out, op, init_value, n_fixed, user_raw_stream)); thrust::cuda_cub::throw_on_error(status, "after dispatching exclusive_scan kernel"); } return ev; } } // namespace detail } // namespace cuda } // namespace system namespace cuda_cub { // ADL entry point. template auto async_exclusive_scan( execution_policy& policy, ForwardIt first, Sentinel&& last, OutputIt&& out, InitialValueType&& init, BinaryOp&& op) THRUST_RETURNS(thrust::system::cuda::detail::async_exclusive_scan_n( policy, first, distance(first, THRUST_FWD(last)), THRUST_FWD(out), THRUST_FWD(init), THRUST_FWD(op))) } // namespace cuda_cub THRUST_NAMESPACE_END # endif // THRUST_DEVICE_COMPILER == THRUST_DEVICE_COMPILER_NVCC #endif // C++14