/****************************************************************************** * Copyright (c) 2016-2018, 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. * ******************************************************************************/ #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 #include #if THRUST_CPP_DIALECT >= 2011 # include #endif THRUST_NAMESPACE_BEGIN namespace cuda_cub { template struct execute_on_stream_base : execution_policy { private: cudaStream_t stream; public: __thrust_exec_check_disable__ __host__ __device__ execute_on_stream_base(cudaStream_t stream_ = default_stream()) : stream(stream_){} THRUST_RUNTIME_FUNCTION Derived on(cudaStream_t const &s) const { Derived result = derived_cast(*this); result.stream = s; return result; } private: friend __host__ __device__ cudaStream_t get_stream(const execute_on_stream_base &exec) { return exec.stream; } }; template struct execute_on_stream_nosync_base : execution_policy { private: cudaStream_t stream; public: __host__ __device__ execute_on_stream_nosync_base(cudaStream_t stream_ = default_stream()) : stream(stream_){} THRUST_RUNTIME_FUNCTION Derived on(cudaStream_t const &s) const { Derived result = derived_cast(*this); result.stream = s; return result; } private: friend __host__ __device__ cudaStream_t get_stream(const execute_on_stream_nosync_base &exec) { return exec.stream; } friend __host__ __device__ bool must_perform_optional_stream_synchronization(const execute_on_stream_nosync_base &) { return false; } }; struct execute_on_stream : execute_on_stream_base { typedef execute_on_stream_base base_t; __host__ __device__ execute_on_stream() : base_t(){}; __host__ __device__ execute_on_stream(cudaStream_t stream) : base_t(stream){}; }; struct execute_on_stream_nosync : execute_on_stream_nosync_base { typedef execute_on_stream_nosync_base base_t; __host__ __device__ execute_on_stream_nosync() : base_t(){}; __host__ __device__ execute_on_stream_nosync(cudaStream_t stream) : base_t(stream){}; }; struct par_t : execution_policy, thrust::detail::allocator_aware_execution_policy< execute_on_stream_base> #if THRUST_CPP_DIALECT >= 2011 , thrust::detail::dependencies_aware_execution_policy< execute_on_stream_base> #endif { typedef execution_policy base_t; __host__ __device__ constexpr par_t() : base_t() {} typedef execute_on_stream stream_attachment_type; THRUST_RUNTIME_FUNCTION stream_attachment_type on(cudaStream_t const &stream) const { return execute_on_stream(stream); } }; struct par_nosync_t : execution_policy, thrust::detail::allocator_aware_execution_policy< execute_on_stream_nosync_base> #if THRUST_CPP_DIALECT >= 2011 , thrust::detail::dependencies_aware_execution_policy< execute_on_stream_nosync_base> #endif { typedef execution_policy base_t; __host__ __device__ constexpr par_nosync_t() : base_t() {} typedef execute_on_stream_nosync stream_attachment_type; THRUST_RUNTIME_FUNCTION stream_attachment_type on(cudaStream_t const &stream) const { return execute_on_stream_nosync(stream); } private: //this function is defined to allow non-blocking calls on the default_stream() with thrust::cuda::par_nosync //without explicitly using thrust::cuda::par_nosync.on(default_stream()) friend __host__ __device__ bool must_perform_optional_stream_synchronization(const par_nosync_t &) { return false; } }; THRUST_INLINE_CONSTANT par_t par; /*! \p thrust::cuda::par_nosync is a parallel execution policy targeting Thrust's CUDA device backend. * Similar to \p thrust::cuda::par it allows execution of Thrust algorithms in a specific CUDA stream. * * \p thrust::cuda::par_nosync indicates that an algorithm is free to avoid any synchronization of the * associated stream that is not strictly required for correctness. Additionally, algorithms may return * before the corresponding kernels are completed, similar to asynchronous kernel launches via <<< >>> syntax. * The user must take care to perform explicit synchronization if necessary. * * The following code snippet demonstrates how to use \p thrust::cuda::par_nosync : * * \code * #include * #include * #include * * struct IncFunctor{ * __host__ __device__ * void operator()(std::size_t& x){ x = x + 1; }; * }; * * int main(){ * std::size_t N = 1000000; * thrust::device_vector d_vec(N); * * cudaStream_t stream; * cudaStreamCreate(&stream); * auto nosync_policy = thrust::cuda::par_nosync.on(stream); * * thrust::for_each(nosync_policy, d_vec.begin(), d_vec.end(), IncFunctor{}); * thrust::for_each(nosync_policy, d_vec.begin(), d_vec.end(), IncFunctor{}); * thrust::for_each(nosync_policy, d_vec.begin(), d_vec.end(), IncFunctor{}); * * //for_each may return before completion. Could do other cpu work in the meantime * // ... * * //Wait for the completion of all for_each kernels * cudaStreamSynchronize(stream); * * std::size_t x = thrust::reduce(nosync_policy, d_vec.begin(), d_vec.end()); * //Currently, this synchronization is not necessary. reduce will still perform * //implicit synchronization to transfer the reduced value to the host to return it. * cudaStreamSynchronize(stream); * cudaStreamDestroy(stream); * } * \endcode * */ THRUST_INLINE_CONSTANT par_nosync_t par_nosync; } // namespace cuda_ namespace system { namespace cuda { using thrust::cuda_cub::par; using thrust::cuda_cub::par_nosync; namespace detail { using thrust::cuda_cub::par_t; using thrust::cuda_cub::par_nosync_t; } } // namesapce cuda } // namespace system namespace cuda { using thrust::cuda_cub::par; using thrust::cuda_cub::par_nosync; } // namespace cuda THRUST_NAMESPACE_END