Clusters associations¶

Provides functions for building cluster-to-points association maps, both on host and device.

Authors

Simone Balducci, Felice Pantaleo, Marco Rovere, Wahid Redjeb, Aurora Perego, Francesco Giacomini

namespace clue¶

Functions¶

template<std::size_t Ndim>
inline auto get_clusters(const PointsHost<Ndim> &points)¶

Construct a map associating clusters to points This overload works on host points and returns a map allocated on the host.

Parameters:¶

const PointsHost<Ndim> &points¶

The points for which to get the clusters

Template Parameters:¶

std::size_t Ndim¶

The number of dimensions of the points

Returns:¶

An AssociationMap where each key is a cluster index and the associated values are the indices of the points belonging to that cluster

template<concepts::queue TQueue, std::size_t Ndim>
inline auto get_clusters(TQueue &queue, const PointsDevice<Ndim> &points)¶

Construct a map associating clusters to points This overload works on device points and returns a map allocated on the device.

Parameters:¶

const PointsDevice<Ndim> &points¶

The points for which to get the clusters

Template Parameters:¶

concepts::queue TQueue¶

The type of queue to use for device computations

std::size_t Ndim¶

The number of dimensions of the points

Returns:¶

An AssociationMap where each key is a cluster index and the associated values are the indices of the points belonging to that cluster