#include <pack.h>
Collaboration diagram for ML::Dbscan::VertexDeg::Pack< Type, Index_ >:
Public Member Functions | |
| void | resetArray (cudaStream_t stream, Index_ vdlen) |
| reset the output array before calling the actual kernel More... | |
Public Attributes | |
| raft::neighbors::ball_cover::BallCoverIndex< Index_, Type, Index_, Index_ > * | rbc_index |
| Index_ * | vd |
| Type * | weight_sum |
| Index_ * | ia |
| rmm::device_uvector< Index_ > * | ja |
| Index_ | max_k |
| bool * | adj |
| const Type * | x |
| const Type * | sample_weight |
| Type | eps |
| Index_ | N |
| Index_ | D |
Member Function Documentation
◆ resetArray()
template<typename Type , typename Index_ >
|
inline |
reset the output array before calling the actual kernel
- Parameters
-
stream cuda stream where to perform this operation vdlen length of the vertex degree array
Member Data Documentation
◆ adj
template<typename Type , typename Index_ >
| bool* ML::Dbscan::VertexDeg::Pack< Type, Index_ >::adj |
the dense adjacency matrix
◆ D
template<typename Type , typename Index_ >
| Index_ ML::Dbscan::VertexDeg::Pack< Type, Index_ >::D |
dataset dimensionality
◆ eps
template<typename Type , typename Index_ >
| Type ML::Dbscan::VertexDeg::Pack< Type, Index_ >::eps |
epsilon neighborhood thresholding param
◆ ia
template<typename Type , typename Index_ >
| Index_* ML::Dbscan::VertexDeg::Pack< Type, Index_ >::ia |
the CSR adjacency matrix
◆ ja
template<typename Type , typename Index_ >
| rmm::device_uvector<Index_>* ML::Dbscan::VertexDeg::Pack< Type, Index_ >::ja |
◆ max_k
template<typename Type , typename Index_ >
| Index_ ML::Dbscan::VertexDeg::Pack< Type, Index_ >::max_k |
iff > 0 maximum expected rowlength
◆ N
template<typename Type , typename Index_ >
| Index_ ML::Dbscan::VertexDeg::Pack< Type, Index_ >::N |
number of points in the dataset
◆ rbc_index
template<typename Type , typename Index_ >
| raft::neighbors::ball_cover::BallCoverIndex<Index_, Type, Index_, Index_>* ML::Dbscan::VertexDeg::Pack< Type, Index_ >::rbc_index |
optional rbc index
◆ sample_weight
template<typename Type , typename Index_ >
| const Type* ML::Dbscan::VertexDeg::Pack< Type, Index_ >::sample_weight |
weighted vertex degree
◆ vd
template<typename Type , typename Index_ >
| Index_* ML::Dbscan::VertexDeg::Pack< Type, Index_ >::vd |
vertex degree array Last position is the sum of all elements in this array (excluding it) Hence, its length is one more than the number of points
◆ weight_sum
template<typename Type , typename Index_ >
| Type* ML::Dbscan::VertexDeg::Pack< Type, Index_ >::weight_sum |
weighted vertex degree
◆ x
template<typename Type , typename Index_ >
| const Type* ML::Dbscan::VertexDeg::Pack< Type, Index_ >::x |
input dataset
The documentation for this struct was generated from the following file:
- src/dbscan/vertexdeg/pack.h
