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/******************************************************************************
* 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.
*
******************************************************************************/
#pragma once
#include <thrust/detail/config.h>
#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
#if _CCCL_HAS_CUDA_COMPILER
# include <thrust/system/cuda/config.h>
# include <cub/device/device_select.cuh>
# include <cub/util_math.cuh>
# include <cub/util_temporary_storage.cuh>
# include <cub/util_type.cuh>
# include <thrust/advance.h>
# include <thrust/detail/alignment.h>
# include <thrust/detail/function.h>
# include <thrust/detail/temporary_array.h>
# include <thrust/distance.h>
# include <thrust/system/cuda/detail/cdp_dispatch.h>
# include <thrust/system/cuda/detail/core/util.h>
# include <thrust/system/cuda/detail/dispatch.h>
# include <thrust/system/cuda/detail/par_to_seq.h>
# include <thrust/system/cuda/detail/util.h>
# include <cstdint>
THRUST_NAMESPACE_BEGIN
// XXX declare generic copy_if interface
// to avoid circular dependency from thrust/copy.h
template <typename DerivedPolicy, typename InputIterator, typename OutputIterator, typename Predicate>
_CCCL_HOST_DEVICE OutputIterator copy_if(
const thrust::detail::execution_policy_base<DerivedPolicy>& exec,
InputIterator first,
InputIterator last,
OutputIterator result,
Predicate pred);
template <typename DerivedPolicy,
typename InputIterator1,
typename InputIterator2,
typename OutputIterator,
typename Predicate>
_CCCL_HOST_DEVICE OutputIterator copy_if(
const thrust::detail::execution_policy_base<DerivedPolicy>& exec,
InputIterator1 first,
InputIterator1 last,
InputIterator2 stencil,
OutputIterator result,
Predicate pred);
namespace cuda_cub
{
namespace detail
{
/**
* Enum class to indicate whether the memory of input and output iterators potentially alias one another.
*/
enum class InputMayAliasOutput
{
no,
yes
};
template <InputMayAliasOutput MayAlias,
typename Derived,
typename InputIt,
typename StencilIt,
typename OutputIt,
typename Predicate,
typename OffsetT>
struct DispatchCopyIf
{
static cudaError_t THRUST_RUNTIME_FUNCTION dispatch(
execution_policy<Derived>& policy,
void* d_temp_storage,
size_t& temp_storage_bytes,
InputIt first,
StencilIt stencil,
OutputIt& output,
Predicate predicate,
OffsetT num_items)
{
using num_selected_out_it_t = OffsetT*;
using equality_op_t = cub::NullType;
cudaError_t status = cudaSuccess;
cudaStream_t stream = cuda_cub::stream(policy);
std::size_t allocation_sizes[2] = {0, sizeof(OffsetT)};
void* allocations[2] = {nullptr, nullptr};
// drop rejected items (i.e., this is not a partition, but a selection)
constexpr bool keep_rejects = false;
constexpr bool may_alias = (MayAlias == InputMayAliasOutput::yes);
// Query algorithm memory requirements
status = cub::DispatchSelectIf<
InputIt,
StencilIt,
OutputIt,
num_selected_out_it_t,
Predicate,
equality_op_t,
OffsetT,
keep_rejects,
may_alias>::Dispatch(nullptr,
allocation_sizes[0],
first,
stencil,
output,
static_cast<num_selected_out_it_t>(nullptr),
predicate,
equality_op_t{},
num_items,
stream);
CUDA_CUB_RET_IF_FAIL(status);
status = cub::detail::AliasTemporaries(d_temp_storage, temp_storage_bytes, allocations, allocation_sizes);
CUDA_CUB_RET_IF_FAIL(status);
// Return if we're only querying temporary storage requirements
if (d_temp_storage == nullptr)
{
return status;
}
// Return for empty problems
if (num_items == 0)
{
return status;
}
// Memory allocation for the number of selected output items
OffsetT* d_num_selected_out = thrust::detail::aligned_reinterpret_cast<OffsetT*>(allocations[1]);
// Run algorithm
status = cub::DispatchSelectIf<
InputIt,
StencilIt,
OutputIt,
num_selected_out_it_t,
Predicate,
equality_op_t,
OffsetT,
keep_rejects,
may_alias>::Dispatch(allocations[0],
allocation_sizes[0],
first,
stencil,
output,
d_num_selected_out,
predicate,
equality_op_t{},
num_items,
stream);
CUDA_CUB_RET_IF_FAIL(status);
// Get number of selected items
status = cuda_cub::synchronize(policy);
CUDA_CUB_RET_IF_FAIL(status);
OffsetT num_selected = get_value(policy, d_num_selected_out);
thrust::advance(output, num_selected);
return status;
}
};
template <InputMayAliasOutput MayAlias,
typename Derived,
typename InputIt,
typename StencilIt,
typename OutputIt,
typename Predicate>
THRUST_RUNTIME_FUNCTION OutputIt copy_if(
execution_policy<Derived>& policy,
InputIt first,
InputIt last,
StencilIt stencil,
OutputIt output,
Predicate predicate)
{
using size_type = typename iterator_traits<InputIt>::difference_type;
size_type num_items = static_cast<size_type>(thrust::distance(first, last));
cudaError_t status = cudaSuccess;
size_t temp_storage_bytes = 0;
// 64-bit offset-type dispatch
// Since https://github.com/NVIDIA/cccl/pull/2400, cub::DeviceSelect is using a streaming approach that splits up
// inputs larger than INT_MAX into partitions of up to `INT_MAX` items each, repeatedly invoking the respective
// algorithm. With that approach, we can always use i64 offset types for DispatchSelectIf, because there's only very
// limited performance upside for using i32 offset types. This avoids potentially duplicate kernel compilation.
using dispatch64_t = DispatchCopyIf<MayAlias, Derived, InputIt, StencilIt, OutputIt, Predicate, std::int64_t>;
// Query temporary storage requirements
status = dispatch64_t::dispatch(
policy, nullptr, temp_storage_bytes, first, stencil, output, predicate, static_cast<std::int64_t>(num_items));
cuda_cub::throw_on_error(status, "copy_if failed on 1st step");
// Allocate temporary storage.
thrust::detail::temporary_array<std::uint8_t, Derived> tmp(policy, temp_storage_bytes);
void* temp_storage = static_cast<void*>(tmp.data().get());
// Run algorithm
status = dispatch64_t::dispatch(
policy, temp_storage, temp_storage_bytes, first, stencil, output, predicate, static_cast<std::int64_t>(num_items));
cuda_cub::throw_on_error(status, "copy_if failed on 2nd step");
return output;
}
} // namespace detail
//-------------------------
// Thrust API entry points
//-------------------------
_CCCL_EXEC_CHECK_DISABLE
template <class Derived, class InputIterator, class OutputIterator, class Predicate>
OutputIterator _CCCL_HOST_DEVICE copy_if(
execution_policy<Derived>& policy, InputIterator first, InputIterator last, OutputIterator result, Predicate pred)
{
THRUST_CDP_DISPATCH((return detail::copy_if<detail::InputMayAliasOutput::no>(
policy, first, last, static_cast<cub::NullType*>(nullptr), result, pred);),
(return thrust::copy_if(cvt_to_seq(derived_cast(policy)), first, last, result, pred);));
}
_CCCL_EXEC_CHECK_DISABLE
template <class Derived, class InputIterator, class StencilIterator, class OutputIterator, class Predicate>
OutputIterator _CCCL_HOST_DEVICE copy_if(
execution_policy<Derived>& policy,
InputIterator first,
InputIterator last,
StencilIterator stencil,
OutputIterator result,
Predicate pred)
{
THRUST_CDP_DISPATCH(
(return detail::copy_if<detail::InputMayAliasOutput::no>(policy, first, last, stencil, result, pred);),
(return thrust::copy_if(cvt_to_seq(derived_cast(policy)), first, last, stencil, result, pred);));
}
} // namespace cuda_cub
THRUST_NAMESPACE_END
# include <thrust/copy.h>
#endif