/****************************************************************************** * Copyright (c) 2016, 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. * ******************************************************************************/ // TODO: Optimize for thrust::plus // TODO: Move into system::cuda #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 THRUST_NAMESPACE_BEGIN namespace system { namespace cuda { namespace detail { template unique_eager_future> async_reduce_n(execution_policy& policy, ForwardIt first, Size n, T init, BinaryOp op) { using U = remove_cvref_t; auto const device_alloc = get_async_device_allocator(policy); using pointer = typename thrust::detail::allocator_traits::template rebind_traits::pointer; unique_eager_future_promise_pair fp; // Determine temporary device storage requirements. size_t tmp_size = 0; thrust::cuda_cub::throw_on_error( cub::DeviceReduce::Reduce(nullptr, tmp_size, first, static_cast(nullptr), n, op, init, nullptr // Null stream, // just for // sizing. ), "after reduction sizing"); // Allocate temporary storage. auto content = uninitialized_allocate_unique_n(device_alloc, sizeof(U) + tmp_size); // The array was dynamically allocated, so we assume that it's suitably // aligned for any type of data. `malloc`/`cudaMalloc`/`new`/`std::allocator` // make this guarantee. auto const content_ptr = content.get(); U* const ret_ptr = thrust::detail::aligned_reinterpret_cast(raw_pointer_cast(content_ptr)); void* const tmp_ptr = static_cast(raw_pointer_cast(content_ptr + sizeof(U))); // 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) { fp = make_dependent_future( [](decltype(content) const& c) { return pointer(thrust::detail::aligned_reinterpret_cast(raw_pointer_cast(c.get()))); }, 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 { fp = make_dependent_future( [](decltype(content) const& c) { return pointer(thrust::detail::aligned_reinterpret_cast(raw_pointer_cast(c.get()))); }, std::tuple_cat(std::make_tuple(std::move(content)), extract_dependencies(std::move(thrust::detail::derived_cast(policy))))); } // Run reduction. thrust::cuda_cub::throw_on_error( cub::DeviceReduce::Reduce(tmp_ptr, tmp_size, first, ret_ptr, n, op, init, fp.future.stream().native_handle()), "after reduction launch"); return std::move(fp.future); } } // namespace detail } // namespace cuda } // namespace system namespace cuda_cub { // ADL entry point. template auto async_reduce(execution_policy& policy, ForwardIt first, Sentinel last, T init, BinaryOp op) THRUST_RETURNS(thrust::system::cuda::detail::async_reduce_n(policy, first, distance(first, last), init, op)) } // namespace cuda_cub /////////////////////////////////////////////////////////////////////////////// namespace system { namespace cuda { namespace detail { template unique_eager_event async_reduce_into_n( execution_policy& policy, ForwardIt first, Size n, OutputIt output, T init, BinaryOp op) { using U = remove_cvref_t; auto const device_alloc = get_async_device_allocator(policy); unique_eager_event e; // Determine temporary device storage requirements. size_t tmp_size = 0; thrust::cuda_cub::throw_on_error( cub::DeviceReduce::Reduce(nullptr, tmp_size, first, static_cast(nullptr), n, op, init, nullptr // Null stream, // just for // sizing. ), "after reduction sizing"); // Allocate temporary storage. auto content = uninitialized_allocate_unique_n(device_alloc, tmp_size); // The array was dynamically allocated, so we assume that it's suitably // aligned for any type of data. `malloc`/`cudaMalloc`/`new`/`std::allocator` // make this guarantee. auto const content_ptr = content.get(); void* const tmp_ptr = static_cast(raw_pointer_cast(content_ptr)); // 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) { e = 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 { e = make_dependent_event(std::tuple_cat( std::make_tuple(std::move(content)), extract_dependencies(std::move(thrust::detail::derived_cast(policy))))); } // Run reduction. thrust::cuda_cub::throw_on_error( cub::DeviceReduce::Reduce(tmp_ptr, tmp_size, first, output, n, op, init, e.stream().native_handle()), "after reduction launch"); return e; } } // namespace detail } // namespace cuda } // namespace system namespace cuda_cub { // ADL entry point. template auto async_reduce_into( execution_policy& policy, ForwardIt first, Sentinel last, OutputIt output, T init, BinaryOp op) THRUST_RETURNS( thrust::system::cuda::detail::async_reduce_into_n(policy, first, distance(first, last), output, init, op)) } // namespace cuda_cub THRUST_NAMESPACE_END # endif // THRUST_DEVICE_COMPILER == THRUST_DEVICE_COMPILER_NVCC #endif