knnSimilarinyAPSparse - 2024.2 English

Vitis Libraries

Release Date
2024-11-29
Version
2024.2 English
#include "xf_graph_L3.hpp"
event <int> knnSimilarinyAPSparse (
    xf::graph::L3::Handle& handle,
    uint32_t topK,
    xf::graph::Graph <uint32_t, float> gr,
    std::string* knownLabels,
    std::string* label
    )

The all-pairs k-nearest neighbors API for sparse graph. knnSimilarity API is based on the cosine similarity algorithm.

Parameters:

handle Graph library L3 handle
topK Input, the output similarity buffer length
gr Input, CSR graph of IDs’ type of uint32_t and weights’ type of float
knownLabels Input, labels of each vertex in the sparse graph
label Output, the predicted most similar labels of all vertices in the sparse graph