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ROCm Data Science

hipVS 0.1.0 documentation

  • What is hipVS?

Installation

  • Installing hipVS
  • Building hipVS

How to

  • Use hipVS

Reference

  • C++ API reference
    • Cluster
      • Cluster
      • Cluster
    • Distance
    • Nearest Neighbors
      • Bruteforce
      • CAGRA
      • Dynamic Batching
      • Filtering
      • HNSW
      • IVF-Flat
      • IVF-PQ
      • NN-Descent
      • Refinement
      • Distributed ANN
      • Vamana
    • Preprocessing
      • Quantize
    • Selection
    • Stats
  • Python API reference
    • Common
    • Distance
    • Nearest Neighbors
      • Brute Force KNN
      • CAGRA
      • HNSW
      • IVF-Flat
      • IVF-PQ
      • NN-Descent
    • Preprocessing
  • C API reference
    • Core Routines
    • Nearest Neighbors
      • Bruteforce
      • IVF-Flat
      • IVF-PQ
      • CAGRA
      • HNSW
    • Pairwise Distance
  • Rust API reference

About

  • License
  • hipVS C API documentation
  • Nearest Neighbors

Nearest Neighbors

Nearest Neighbors#

2025-10-17

1 min read time

Applies to Linux

Contents:

  • Bruteforce
    • Index
    • Index build
    • Index search
    • Index serialize
  • IVF-Flat
    • Index build parameters
    • Index search parameters
    • Index
    • Index build
    • Index search
    • Index serialize
  • IVF-PQ
    • Index build parameters
    • Index search parameters
    • Index
    • Index build
    • Index search
    • Index serialize
  • CAGRA
    • Index build parameters
    • Index search parameters
    • Index
    • Index build
    • Index search
    • Index serialize
  • HNSW
    • Index search parameters
    • Index
    • Index extend parameters
    • Index extend
    • Index load
    • Index search
    • Index serialize

previous

Core Routines

next

Bruteforce

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