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| 1 | +// SPDX-FileCopyrightText: Copyright (c) 2026, NVIDIA CORPORATION & AFFILIATES. All rights reserved. |
| 2 | +// SPDX-License-Identifier: Apache-2.0 WITH LLVM-exception |
| 3 | + |
| 4 | +#include "insert_nested_NVTX_range_guard.h" |
| 5 | + |
| 6 | +#include <cub/device/dispatch/dispatch_segmented_reduce.cuh> |
| 7 | + |
| 8 | +#include <thrust/detail/raw_pointer_cast.h> |
| 9 | + |
| 10 | +#include "catch2_test_device_reduce.cuh" |
| 11 | +#include <c2h/catch2_test_helper.h> |
| 12 | + |
| 13 | +using namespace cub; |
| 14 | + |
| 15 | +// TODO(bgruber): drop this test with CCCL 4.0 when we drop the segmented reduce dispatcher after publishing the |
| 16 | +// tuning API |
| 17 | + |
| 18 | +template <typename AccumT, typename OffsetT, typename ReductionOpT> |
| 19 | +struct my_policy_hub |
| 20 | +{ |
| 21 | + // from Policy500 of the CUB segmented reduce tunings |
| 22 | + struct MaxPolicy : ChainedPolicy<500, MaxPolicy, MaxPolicy> |
| 23 | + { |
| 24 | + using ReducePolicy = AgentReducePolicy<256, 20, AccumT, 4, BLOCK_REDUCE_WARP_REDUCTIONS, LOAD_LDG>; |
| 25 | + using SingleTilePolicy = ReducePolicy; |
| 26 | + using SegmentedReducePolicy = ReducePolicy; |
| 27 | + }; |
| 28 | +}; |
| 29 | + |
| 30 | +C2H_TEST("DispatchSegmentedReduce::Dispatch: custom policy hub", "[segmented][reduce][device]") |
| 31 | +{ |
| 32 | + using input_t = int; |
| 33 | + using output_t = int; |
| 34 | + using offset_t = int; |
| 35 | + using reduction_t = ::cuda::std::plus<>; |
| 36 | + using accum_t = ::cuda::std::__accumulator_t<reduction_t, input_t, output_t>; |
| 37 | + |
| 38 | + c2h::device_vector<offset_t> offsets{0, 3, 3, 7, 9, 15}; |
| 39 | + c2h::device_vector<input_t> in_items{ |
| 40 | + 8, 6, 7, 5, 3, 0, 9, 25, 24, 6, 7, 2, 46, 8, 123, 2, 5, 3, 76, 48, |
| 41 | + }; |
| 42 | + const auto num_segments = static_cast<::cuda::std::int64_t>(offsets.size() - 1); |
| 43 | + |
| 44 | + c2h::device_vector<output_t> out_result(num_segments, thrust::no_init); |
| 45 | + |
| 46 | + c2h::host_vector<output_t> expected_result(num_segments, thrust::no_init); |
| 47 | + compute_segmented_problem_reference(in_items, offsets, reduction_t{}, accum_t{}, expected_result.begin()); |
| 48 | + |
| 49 | + using policy_hub_t = my_policy_hub<accum_t, offset_t, reduction_t>; |
| 50 | + using dispatch_t = DispatchSegmentedReduce< |
| 51 | + input_t*, |
| 52 | + output_t*, |
| 53 | + const offset_t*, |
| 54 | + const offset_t*, |
| 55 | + offset_t, |
| 56 | + reduction_t, |
| 57 | + output_t, |
| 58 | + accum_t, |
| 59 | + policy_hub_t>; |
| 60 | + |
| 61 | + size_t temp_size = 0; |
| 62 | + dispatch_t::Dispatch( |
| 63 | + nullptr, |
| 64 | + temp_size, |
| 65 | + thrust::raw_pointer_cast(in_items.data()), |
| 66 | + thrust::raw_pointer_cast(out_result.data()), |
| 67 | + num_segments, |
| 68 | + thrust::raw_pointer_cast(offsets.data()), |
| 69 | + thrust::raw_pointer_cast(offsets.data()) + 1, |
| 70 | + reduction_t{}, |
| 71 | + output_t{}, |
| 72 | + /* stream */ nullptr); |
| 73 | + c2h::device_vector<unsigned char> temp_storage(temp_size, thrust::no_init); |
| 74 | + dispatch_t::Dispatch( |
| 75 | + thrust::raw_pointer_cast(temp_storage.data()), |
| 76 | + temp_size, |
| 77 | + thrust::raw_pointer_cast(in_items.data()), |
| 78 | + thrust::raw_pointer_cast(out_result.data()), |
| 79 | + num_segments, |
| 80 | + thrust::raw_pointer_cast(offsets.data()), |
| 81 | + thrust::raw_pointer_cast(offsets.data()) + 1, |
| 82 | + reduction_t{}, |
| 83 | + output_t{}, |
| 84 | + /* stream */ nullptr); |
| 85 | + |
| 86 | + REQUIRE(out_result == expected_result); |
| 87 | +} |
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