Nearest Neighbor Indexes# Contents: Brute-force Filtering considerations Configuration parameters Build parameters Search Parameters Tuning Considerations Memory footprint Index footprint CAGRA Interoperability with HNSW Filtering considerations Configuration parameters Build parameters Search parameters Tuning Considerations Memory footprint Dataset on device (graph on host): Dataset on host (graph on host): Build peak memory usage: Build with out-of-core IVF-PQ peak memory usage: IVF-Flat Filtering considerations Configuration parameters Build parameters Search parameters Tuning Considerations Memory footprint Index (device memory): Peak device memory usage for index build: IVF-PQ Configuration parameters Build parameters Search parameters Tuning Considerations Memory footprint Index (device memory): Index (host memory): Search peak memory usage (device); Build peak memory usage (device): Vamana Interoperability with CPU DiskANN Configuration parameters Build parameters Tuning Considerations Memory footprint Device memory usage Indices and tables# Index Module Index Search Page