Extract merge sort kernels to NVRTC compilable header

cub/cub/agent/agent_merge_sort.cuh

@@ -43,10 +43,11 @@
 #include <cub/util_namespace.cuh>
 #include <cub/util_type.cuh>
 
-#include <thrust/system/cuda/detail/core/util.h>
+#include <thrust/system/cuda/detail/core/load_iterator.h>
 
 #include <cuda/std/__algorithm/max.h>
 #include <cuda/std/__algorithm/min.h>
+#include <cuda/std/__cccl/cuda_capabilities.h>
 
 CUB_NAMESPACE_BEGIN
 
@@ -86,7 +87,7 @@ struct AgentBlockSort
   // Types and constants
   //---------------------------------------------------------------------
 
-  static constexpr bool KEYS_ONLY = std::is_same<ValueT, NullType>::value;
+  static constexpr bool KEYS_ONLY = ::cuda::std::is_same_v<ValueT, NullType>;
 
   using BlockMergeSortT = BlockMergeSort<KeyT, Policy::BLOCK_THREADS, Policy::ITEMS_PER_THREAD, ValueT>;
 
@@ -469,7 +470,7 @@ struct AgentMerge
   struct TempStorage : Uninitialized<_TempStorage>
   {};
 
-  static constexpr bool KEYS_ONLY       = std::is_same<ValueT, NullType>::value;
+  static constexpr bool KEYS_ONLY       = ::cuda::std::is_same_v<ValueT, NullType>;
   static constexpr int BLOCK_THREADS    = Policy::BLOCK_THREADS;
   static constexpr int ITEMS_PER_THREAD = Policy::ITEMS_PER_THREAD;
   static constexpr int ITEMS_PER_TILE   = Policy::ITEMS_PER_TILE;

cub/cub/device/device_for.cuh

@@ -47,6 +47,7 @@
 #include <thrust/iterator/iterator_traits.h>
 #include <thrust/system/cuda/detail/core/util.h>
 #include <thrust/type_traits/is_contiguous_iterator.h>
+#include <thrust/type_traits/unwrap_contiguous_iterator.h>
 
 #if __cccl_lib_mdspan
 #  include <cuda/std/__mdspan/extents.h>

cub/cub/device/dispatch/dispatch_merge_sort.cuh

@@ -38,6 +38,7 @@
 #endif // no system header
 
 #include <cub/agent/agent_merge_sort.cuh>
+#include <cub/device/dispatch/kernels/merge_sort.cuh>
 #include <cub/device/dispatch/tuning/tuning_merge_sort.cuh>
 #include <cub/util_device.cuh>
 #include <cub/util_math.cuh>
@@ -53,277 +54,6 @@
 
 CUB_NAMESPACE_BEGIN
 
-namespace detail::merge_sort
-{
-
-/**
- * @brief Helper class template that provides two agent template instantiations: one instantiated with the default
- * policy and one with the fallback policy. This helps to avoid having to enlist all the agent's template parameters
- * twice: once for the default agent and once for the fallback agent
- */
-template <typename DefaultPolicyT, typename FallbackPolicyT, template <typename...> class AgentT, typename... AgentParamsT>
-struct dual_policy_agent_helper_t
-{
-  using default_agent_t  = AgentT<DefaultPolicyT, AgentParamsT...>;
-  using fallback_agent_t = AgentT<FallbackPolicyT, AgentParamsT...>;
-
-  static constexpr auto default_size  = sizeof(typename default_agent_t::TempStorage);
-  static constexpr auto fallback_size = sizeof(typename fallback_agent_t::TempStorage);
-};
-
-/**
- * @brief Helper class template for merge sort-specific virtual shared memory handling. The merge sort algorithm in its
- * current implementation relies on the fact that both the sorting as well as the merging kernels use the same tile
- * size. This circumstance needs to be respected when determining whether the fallback policy for large user types is
- * applicable: we must either use the fallback for both or for none of the two agents.
- */
-template <typename DefaultPolicyT,
-          typename KeyInputIteratorT,
-          typename ValueInputIteratorT,
-          typename KeyIteratorT,
-          typename ValueIteratorT,
-          typename OffsetT,
-          typename CompareOpT,
-          typename KeyT,
-          typename ValueT>
-class merge_sort_vsmem_helper_t
-{
-private:
-  // Default fallback policy with a smaller tile size
-  using fallback_policy_t = cub::detail::policy_wrapper_t<DefaultPolicyT, 64, 1>;
-
-  // Helper for the `AgentBlockSort` template with one member type alias for the agent template instantiated with the
-  // default policy and one instantiated with the fallback policy
-  using block_sort_helper_t = dual_policy_agent_helper_t<
-    DefaultPolicyT,
-    fallback_policy_t,
-    merge_sort::AgentBlockSort,
-    KeyInputIteratorT,
-    ValueInputIteratorT,
-    KeyIteratorT,
-    ValueIteratorT,
-    OffsetT,
-    CompareOpT,
-    KeyT,
-    ValueT>;
-  using default_block_sort_agent_t  = typename block_sort_helper_t::default_agent_t;
-  using fallback_block_sort_agent_t = typename block_sort_helper_t::fallback_agent_t;
-
-  // Helper for the `AgentMerge` template with one member type alias for the agent template instantiated with the
-  // default policy and one instantiated with the fallback policy
-  using merge_helper_t = dual_policy_agent_helper_t<
-    DefaultPolicyT,
-    fallback_policy_t,
-    merge_sort::AgentMerge,
-    KeyIteratorT,
-    ValueIteratorT,
-    OffsetT,
-    CompareOpT,
-    KeyT,
-    ValueT>;
-  using default_merge_agent_t  = typename merge_helper_t::default_agent_t;
-  using fallback_merge_agent_t = typename merge_helper_t::fallback_agent_t;
-
-  // Use fallback if either (a) the default block sort or (b) the block merge agent exceed the maximum shared memory
-  // available per block and both (1) the fallback block sort and (2) the fallback merge agent would not exceed the
-  // available shared memory
-  static constexpr auto max_default_size =
-    (::cuda::std::max)(block_sort_helper_t::default_size, merge_helper_t::default_size);
-  static constexpr auto max_fallback_size =
-    (::cuda::std::max)(block_sort_helper_t::fallback_size, merge_helper_t::fallback_size);
-  static constexpr bool uses_fallback_policy =
-    (max_default_size > max_smem_per_block) && (max_fallback_size <= max_smem_per_block);
-
-public:
-  using policy_t = ::cuda::std::_If<uses_fallback_policy, fallback_policy_t, DefaultPolicyT>;
-  using block_sort_agent_t =
-    ::cuda::std::_If<uses_fallback_policy, fallback_block_sort_agent_t, default_block_sort_agent_t>;
-  using merge_agent_t = ::cuda::std::_If<uses_fallback_policy, fallback_merge_agent_t, default_merge_agent_t>;
-};
-template <typename ChainedPolicyT,
-          typename KeyInputIteratorT,
-          typename ValueInputIteratorT,
-          typename KeyIteratorT,
-          typename ValueIteratorT,
-          typename OffsetT,
-          typename CompareOpT,
-          typename KeyT,
-          typename ValueT>
-__launch_bounds__(
-  merge_sort_vsmem_helper_t<typename ChainedPolicyT::ActivePolicy::MergeSortPolicy,
-                            KeyInputIteratorT,
-                            ValueInputIteratorT,
-                            KeyIteratorT,
-                            ValueIteratorT,
-                            OffsetT,
-                            CompareOpT,
-                            KeyT,
-                            ValueT>::policy_t::BLOCK_THREADS)
-  CUB_DETAIL_KERNEL_ATTRIBUTES void DeviceMergeSortBlockSortKernel(
-    bool ping,
-    KeyInputIteratorT keys_in,
-    ValueInputIteratorT items_in,
-    KeyIteratorT keys_out,
-    ValueIteratorT items_out,
-    OffsetT keys_count,
-    KeyT* tmp_keys_out,
-    ValueT* tmp_items_out,
-    CompareOpT compare_op,
-    vsmem_t vsmem)
-{
-  using MergeSortHelperT = merge_sort_vsmem_helper_t<
-    typename ChainedPolicyT::ActivePolicy::MergeSortPolicy,
-    KeyInputIteratorT,
-    ValueInputIteratorT,
-    KeyIteratorT,
-    ValueIteratorT,
-    OffsetT,
-    CompareOpT,
-    KeyT,
-    ValueT>;
-
-  using ActivePolicyT = typename MergeSortHelperT::policy_t;
-
-  using AgentBlockSortT = typename MergeSortHelperT::block_sort_agent_t;
-
-  using VSmemHelperT = vsmem_helper_impl<AgentBlockSortT>;
-
-  // Static shared memory allocation
-  __shared__ typename VSmemHelperT::static_temp_storage_t static_temp_storage;
-
-  // Get temporary storage
-  typename AgentBlockSortT::TempStorage& temp_storage = VSmemHelperT::get_temp_storage(static_temp_storage, vsmem);
-
-  AgentBlockSortT agent(
-    ping,
-    temp_storage,
-    THRUST_NS_QUALIFIER::cuda_cub::core::make_load_iterator(ActivePolicyT(), keys_in),
-    THRUST_NS_QUALIFIER::cuda_cub::core::make_load_iterator(ActivePolicyT(), items_in),
-    keys_count,
-    keys_out,
-    items_out,
-    tmp_keys_out,
-    tmp_items_out,
-    compare_op);
-
-  agent.Process();
-
-  // If applicable, hints to discard modified cache lines for vsmem
-  VSmemHelperT::discard_temp_storage(temp_storage);
-}
-
-// TODO(bgruber): if we put a call to cudaTriggerProgrammaticLaunchCompletion inside this kernel, the tests fail with
-// cudaErrorIllegalAddress.
-template <typename KeyIteratorT, typename OffsetT, typename CompareOpT, typename KeyT>
-CUB_DETAIL_KERNEL_ATTRIBUTES void DeviceMergeSortPartitionKernel(
-  bool ping,
-  KeyIteratorT keys_ping,
-  KeyT* keys_pong,
-  OffsetT keys_count,
-  OffsetT num_partitions,
-  OffsetT* merge_partitions,
-  CompareOpT compare_op,
-  OffsetT target_merged_tiles_number,
-  int items_per_tile)
-{
-  OffsetT partition_idx = blockDim.x * blockIdx.x + threadIdx.x;
-
-  if (partition_idx < num_partitions)
-  {
-    AgentPartition<KeyIteratorT, OffsetT, CompareOpT, KeyT> agent(
-      ping,
-      keys_ping,
-      keys_pong,
-      keys_count,
-      partition_idx,
-      merge_partitions,
-      compare_op,
-      target_merged_tiles_number,
-      items_per_tile,
-      num_partitions);
-
-    agent.Process();
-  }
-}
-
-template <typename ChainedPolicyT,
-          typename KeyInputIteratorT,
-          typename ValueInputIteratorT,
-          typename KeyIteratorT,
-          typename ValueIteratorT,
-          typename OffsetT,
-          typename CompareOpT,
-          typename KeyT,
-          typename ValueT>
-__launch_bounds__(
-  merge_sort_vsmem_helper_t<typename ChainedPolicyT::ActivePolicy::MergeSortPolicy,
-                            KeyInputIteratorT,
-                            ValueInputIteratorT,
-                            KeyIteratorT,
-                            ValueIteratorT,
-                            OffsetT,
-                            CompareOpT,
-                            KeyT,
-                            ValueT>::policy_t::BLOCK_THREADS)
-  CUB_DETAIL_KERNEL_ATTRIBUTES void DeviceMergeSortMergeKernel(
-    bool ping,
-    KeyIteratorT keys_ping,
-    ValueIteratorT items_ping,
-    OffsetT keys_count,
-    KeyT* keys_pong,
-    ValueT* items_pong,
-    CompareOpT compare_op,
-    OffsetT* merge_partitions,
-    OffsetT target_merged_tiles_number,
-    vsmem_t vsmem)
-{
-  using MergeSortHelperT = merge_sort_vsmem_helper_t<
-    typename ChainedPolicyT::ActivePolicy::MergeSortPolicy,
-    KeyInputIteratorT,
-    ValueInputIteratorT,
-    KeyIteratorT,
-    ValueIteratorT,
-    OffsetT,
-    CompareOpT,
-    KeyT,
-    ValueT>;
-
-  using ActivePolicyT = typename MergeSortHelperT::policy_t;
-
-  using AgentMergeT = typename MergeSortHelperT::merge_agent_t;
-
-  using VSmemHelperT = vsmem_helper_impl<AgentMergeT>;
-
-  // Static shared memory allocation
-  __shared__ typename VSmemHelperT::static_temp_storage_t static_temp_storage;
-
-  // Get temporary storage
-  typename AgentMergeT::TempStorage& temp_storage = VSmemHelperT::get_temp_storage(static_temp_storage, vsmem);
-
-  AgentMergeT agent(
-    ping,
-    temp_storage,
-    THRUST_NS_QUALIFIER::cuda_cub::core::make_load_iterator(ActivePolicyT(), keys_ping),
-    THRUST_NS_QUALIFIER::cuda_cub::core::make_load_iterator(ActivePolicyT(), items_ping),
-    THRUST_NS_QUALIFIER::cuda_cub::core::make_load_iterator(ActivePolicyT(), keys_pong),
-    THRUST_NS_QUALIFIER::cuda_cub::core::make_load_iterator(ActivePolicyT(), items_pong),
-    keys_count,
-    keys_pong,
-    items_pong,
-    keys_ping,
-    items_ping,
-    compare_op,
-    merge_partitions,
-    target_merged_tiles_number);
-
-  agent.Process();
-
-  // If applicable, hints to discard modified cache lines for vsmem
-  VSmemHelperT::discard_temp_storage(temp_storage);
-}
-
-} // namespace detail::merge_sort
-
 /*******************************************************************************
  * Policy
  ******************************************************************************/

cub/cub/device/dispatch/dispatch_transform.cuh

@@ -31,6 +31,7 @@ _CCCL_NV_DIAG_SUPPRESS(186)
 #include <thrust/system/cuda/detail/core/triple_chevron_launch.h>
 #include <thrust/type_traits/is_contiguous_iterator.h>
 #include <thrust/type_traits/is_trivially_relocatable.h>
+#include <thrust/type_traits/unwrap_contiguous_iterator.h>
 
 #include <cuda/cmath>
 #include <cuda/ptx>