Files
project_6/qwen3_6_scripts/cccl_preload/include/cub/cub.cuh
project6-dev 4c365b8c03 feat(CCCL): device-level CUB algorithms for MoE dispatch
Add complete CCCL CUB header tree (1394 files) to cccl_preload/include/:
- cub/device/ — DeviceRadixSort, DeviceScan, DeviceHistogram, DeviceReduce, DeviceSelect
- cub/agent/ — all agent implementations (sort, scan, reduce, histogram, etc)
- cub/block/ — BlockScan, BlockReduce, BlockExchange, BlockLoad, BlockStore, etc
- cub/warp/ — WarpScan, WarpReduce, WarpExchange, WarpMergeSort
- cub/thread/ — thread-level operators
- thrust/ — sort_by_key, iterator utilities
- cuda/ — execution, stream, memory_resource, functional

New kernel: cccl_moe_sort_scatter.cu
- Uses CUB DeviceRadixSort::SortPairs to sort (expert_id, token_idx) pairs
- O(n) radix sort replaces O(n log n) torch.argsort in MoE prefill path
- Boundary detection + fill for expert offsets/sizes
- Compiled against CCCL upstream headers (not corex CUB) to avoid BI-V100 bugs

Previously only 288 CCCL headers (CachingDeviceAllocator only).
Now 1394 headers — full CUB device-level algorithm stack available for
all future kernels.
2026-08-13 11:18:52 +00:00

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// SPDX-FileCopyrightText: Copyright (c) 2011, Duane Merrill. All rights reserved.
// SPDX-FileCopyrightText: Copyright (c) 2011-2018, NVIDIA CORPORATION. All rights reserved.
// SPDX-License-Identifier: BSD-3
/**
* \file
* CUB umbrella include file
*/
#pragma once
// Static configuration
#include <cub/config.cuh>
#ifndef CCCL_DISABLE_NVRTC_COMPATIBILITY_CHECK
# if _CCCL_COMPILER(NVRTC)
# error \
"Including <cub/cub.cuh> is not supported when compiling with NVRTC. Include the specific device header instead (e.g. <cub/block/block_reduce.cuh>). You can define CCCL_DISABLE_NVRTC_COMPATIBILITY_CHECK to disable this warning."
# endif // _CCCL_COMPILER(NVRTC)
#endif // CCCL_DISABLE_NVRTC_COMPATIBILITY_CHECK
#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
// Block
#include <cub/block/block_adjacent_difference.cuh>
#include <cub/block/block_discontinuity.cuh>
#include <cub/block/block_exchange.cuh>
#include <cub/block/block_histogram.cuh>
#include <cub/block/block_load.cuh>
#include <cub/block/block_merge_sort.cuh>
#include <cub/block/block_radix_rank.cuh>
#include <cub/block/block_radix_sort.cuh>
#include <cub/block/block_reduce.cuh>
#include <cub/block/block_scan.cuh>
#include <cub/block/block_store.cuh>
// #include <cub/block/block_shift.cuh>
// Device
#include <cub/device/device_adjacent_difference.cuh>
#include <cub/device/device_batched_topk.cuh>
#include <cub/device/device_copy.cuh>
#include <cub/device/device_find.cuh>
#include <cub/device/device_for.cuh>
#include <cub/device/device_histogram.cuh>
#include <cub/device/device_memcpy.cuh>
#include <cub/device/device_merge.cuh>
#include <cub/device/device_merge_sort.cuh>
#include <cub/device/device_partition.cuh>
#include <cub/device/device_radix_sort.cuh>
#include <cub/device/device_reduce.cuh>
#include <cub/device/device_run_length_encode.cuh>
#include <cub/device/device_scan.cuh>
#include <cub/device/device_segmented_radix_sort.cuh>
#include <cub/device/device_segmented_reduce.cuh>
#include <cub/device/device_segmented_sort.cuh>
#include <cub/device/device_select.cuh>
#include <cub/device/device_topk.cuh>
#include <cub/device/device_transform.cuh>
// Grid
#include <cub/grid/grid_even_share.cuh>
#include <cub/grid/grid_mapping.cuh>
#include <cub/grid/grid_queue.cuh>
// Thread
#include <cub/thread/thread_load.cuh>
#include <cub/thread/thread_operators.cuh>
#include <cub/thread/thread_reduce.cuh>
#include <cub/thread/thread_scan.cuh>
#include <cub/thread/thread_store.cuh>
// Warp
#include <cub/warp/warp_exchange.cuh>
#include <cub/warp/warp_load.cuh>
#include <cub/warp/warp_merge_sort.cuh>
#include <cub/warp/warp_reduce.cuh>
#include <cub/warp/warp_scan.cuh>
#include <cub/warp/warp_store.cuh>
// Iterator
#include <cub/iterator/arg_index_input_iterator.cuh>
#include <cub/iterator/cache_modified_input_iterator.cuh>
#include <cub/iterator/cache_modified_output_iterator.cuh>
#include <cub/iterator/tex_obj_input_iterator.cuh>
// Util
#include <cub/util_allocator.cuh>
#include <cub/util_debug.cuh>
#include <cub/util_device.cuh>
#include <cub/util_ptx.cuh>
#include <cub/util_temporary_storage.cuh>
#include <cub/util_type.cuh>