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281 lines
9.9 KiB
C++
281 lines
9.9 KiB
C++
/******************************************************************************
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* Copyright (c) 2016, NVIDIA CORPORATION. All rights reserved.
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*
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* Redistribution and use in source and binary forms, with or without
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* modification, are permitted provided that the following conditions are met:
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* * Redistributions of source code must retain the above copyright
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* notice, this list of conditions and the following disclaimer.
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* * Redistributions in binary form must reproduce the above copyright
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* notice, this list of conditions and the following disclaimer in the
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* documentation and/or other materials provided with the distribution.
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* * Neither the name of the NVIDIA CORPORATION nor the
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* names of its contributors may be used to endorse or promote products
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* derived from this software without specific prior written permission.
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*
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* THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS"
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* AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE
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* IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE
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* ARE DISCLAIMED. IN NO EVENT SHALL NVIDIA CORPORATION BE LIABLE FOR ANY
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* DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES
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* (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES;
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* LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND
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* ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT
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* (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS
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* SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
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*
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******************************************************************************/
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#pragma once
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#include <thrust/detail/config.h>
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#if defined(_CCCL_IMPLICIT_SYSTEM_HEADER_GCC)
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# pragma GCC system_header
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#elif defined(_CCCL_IMPLICIT_SYSTEM_HEADER_CLANG)
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# pragma clang system_header
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#elif defined(_CCCL_IMPLICIT_SYSTEM_HEADER_MSVC)
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# pragma system_header
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#endif // no system header
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#if _CCCL_HAS_CUDA_COMPILER
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# include <thrust/system/cuda/config.h>
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# include <cub/device/device_select.cuh>
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# include <cub/util_math.cuh>
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# include <cub/util_temporary_storage.cuh>
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# include <cub/util_type.cuh>
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# include <thrust/advance.h>
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# include <thrust/detail/alignment.h>
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# include <thrust/detail/function.h>
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# include <thrust/detail/temporary_array.h>
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# include <thrust/distance.h>
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# include <thrust/system/cuda/detail/cdp_dispatch.h>
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# include <thrust/system/cuda/detail/core/util.h>
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# include <thrust/system/cuda/detail/dispatch.h>
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# include <thrust/system/cuda/detail/par_to_seq.h>
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# include <thrust/system/cuda/detail/util.h>
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# include <cstdint>
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THRUST_NAMESPACE_BEGIN
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// XXX declare generic copy_if interface
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// to avoid circular dependency from thrust/copy.h
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template <typename DerivedPolicy, typename InputIterator, typename OutputIterator, typename Predicate>
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_CCCL_HOST_DEVICE OutputIterator copy_if(
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const thrust::detail::execution_policy_base<DerivedPolicy>& exec,
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InputIterator first,
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InputIterator last,
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OutputIterator result,
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Predicate pred);
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template <typename DerivedPolicy,
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typename InputIterator1,
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typename InputIterator2,
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typename OutputIterator,
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typename Predicate>
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_CCCL_HOST_DEVICE OutputIterator copy_if(
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const thrust::detail::execution_policy_base<DerivedPolicy>& exec,
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InputIterator1 first,
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InputIterator1 last,
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InputIterator2 stencil,
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OutputIterator result,
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Predicate pred);
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namespace cuda_cub
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{
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namespace detail
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{
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/**
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* Enum class to indicate whether the memory of input and output iterators potentially alias one another.
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*/
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enum class InputMayAliasOutput
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{
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no,
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yes
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};
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template <InputMayAliasOutput MayAlias,
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typename Derived,
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typename InputIt,
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typename StencilIt,
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typename OutputIt,
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typename Predicate,
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typename OffsetT>
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struct DispatchCopyIf
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{
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static cudaError_t THRUST_RUNTIME_FUNCTION dispatch(
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execution_policy<Derived>& policy,
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void* d_temp_storage,
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size_t& temp_storage_bytes,
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InputIt first,
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StencilIt stencil,
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OutputIt& output,
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Predicate predicate,
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OffsetT num_items)
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{
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using num_selected_out_it_t = OffsetT*;
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using equality_op_t = cub::NullType;
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cudaError_t status = cudaSuccess;
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cudaStream_t stream = cuda_cub::stream(policy);
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std::size_t allocation_sizes[2] = {0, sizeof(OffsetT)};
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void* allocations[2] = {nullptr, nullptr};
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// drop rejected items (i.e., this is not a partition, but a selection)
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constexpr bool keep_rejects = false;
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constexpr bool may_alias = (MayAlias == InputMayAliasOutput::yes);
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// Query algorithm memory requirements
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status = cub::DispatchSelectIf<
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InputIt,
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StencilIt,
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OutputIt,
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num_selected_out_it_t,
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Predicate,
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equality_op_t,
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OffsetT,
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keep_rejects,
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may_alias>::Dispatch(nullptr,
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allocation_sizes[0],
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first,
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stencil,
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output,
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static_cast<num_selected_out_it_t>(nullptr),
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predicate,
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equality_op_t{},
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num_items,
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stream);
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CUDA_CUB_RET_IF_FAIL(status);
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status = cub::detail::AliasTemporaries(d_temp_storage, temp_storage_bytes, allocations, allocation_sizes);
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CUDA_CUB_RET_IF_FAIL(status);
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// Return if we're only querying temporary storage requirements
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if (d_temp_storage == nullptr)
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{
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return status;
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}
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// Return for empty problems
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if (num_items == 0)
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{
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return status;
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}
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// Memory allocation for the number of selected output items
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OffsetT* d_num_selected_out = thrust::detail::aligned_reinterpret_cast<OffsetT*>(allocations[1]);
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// Run algorithm
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status = cub::DispatchSelectIf<
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InputIt,
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StencilIt,
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OutputIt,
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num_selected_out_it_t,
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Predicate,
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equality_op_t,
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OffsetT,
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keep_rejects,
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may_alias>::Dispatch(allocations[0],
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allocation_sizes[0],
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first,
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stencil,
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output,
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d_num_selected_out,
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predicate,
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equality_op_t{},
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num_items,
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stream);
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CUDA_CUB_RET_IF_FAIL(status);
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// Get number of selected items
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status = cuda_cub::synchronize(policy);
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CUDA_CUB_RET_IF_FAIL(status);
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OffsetT num_selected = get_value(policy, d_num_selected_out);
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thrust::advance(output, num_selected);
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return status;
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}
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};
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template <InputMayAliasOutput MayAlias,
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typename Derived,
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typename InputIt,
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typename StencilIt,
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typename OutputIt,
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typename Predicate>
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THRUST_RUNTIME_FUNCTION OutputIt copy_if(
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execution_policy<Derived>& policy,
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InputIt first,
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InputIt last,
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StencilIt stencil,
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OutputIt output,
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Predicate predicate)
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{
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using size_type = typename iterator_traits<InputIt>::difference_type;
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size_type num_items = static_cast<size_type>(thrust::distance(first, last));
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cudaError_t status = cudaSuccess;
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size_t temp_storage_bytes = 0;
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// 64-bit offset-type dispatch
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// Since https://github.com/NVIDIA/cccl/pull/2400, cub::DeviceSelect is using a streaming approach that splits up
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// inputs larger than INT_MAX into partitions of up to `INT_MAX` items each, repeatedly invoking the respective
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// algorithm. With that approach, we can always use i64 offset types for DispatchSelectIf, because there's only very
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// limited performance upside for using i32 offset types. This avoids potentially duplicate kernel compilation.
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using dispatch64_t = DispatchCopyIf<MayAlias, Derived, InputIt, StencilIt, OutputIt, Predicate, std::int64_t>;
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// Query temporary storage requirements
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status = dispatch64_t::dispatch(
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policy, nullptr, temp_storage_bytes, first, stencil, output, predicate, static_cast<std::int64_t>(num_items));
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cuda_cub::throw_on_error(status, "copy_if failed on 1st step");
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// Allocate temporary storage.
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thrust::detail::temporary_array<std::uint8_t, Derived> tmp(policy, temp_storage_bytes);
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void* temp_storage = static_cast<void*>(tmp.data().get());
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// Run algorithm
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status = dispatch64_t::dispatch(
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policy, temp_storage, temp_storage_bytes, first, stencil, output, predicate, static_cast<std::int64_t>(num_items));
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cuda_cub::throw_on_error(status, "copy_if failed on 2nd step");
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return output;
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}
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} // namespace detail
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//-------------------------
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// Thrust API entry points
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//-------------------------
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_CCCL_EXEC_CHECK_DISABLE
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template <class Derived, class InputIterator, class OutputIterator, class Predicate>
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OutputIterator _CCCL_HOST_DEVICE copy_if(
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execution_policy<Derived>& policy, InputIterator first, InputIterator last, OutputIterator result, Predicate pred)
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{
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THRUST_CDP_DISPATCH((return detail::copy_if<detail::InputMayAliasOutput::no>(
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policy, first, last, static_cast<cub::NullType*>(nullptr), result, pred);),
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(return thrust::copy_if(cvt_to_seq(derived_cast(policy)), first, last, result, pred);));
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}
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_CCCL_EXEC_CHECK_DISABLE
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template <class Derived, class InputIterator, class StencilIterator, class OutputIterator, class Predicate>
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OutputIterator _CCCL_HOST_DEVICE copy_if(
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execution_policy<Derived>& policy,
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InputIterator first,
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InputIterator last,
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StencilIterator stencil,
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OutputIterator result,
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Predicate pred)
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{
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THRUST_CDP_DISPATCH(
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(return detail::copy_if<detail::InputMayAliasOutput::no>(policy, first, last, stencil, result, pred);),
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(return thrust::copy_if(cvt_to_seq(derived_cast(policy)), first, last, stencil, result, pred);));
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}
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} // namespace cuda_cub
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THRUST_NAMESPACE_END
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# include <thrust/copy.h>
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#endif
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