faiss/demos
Kumar Saurabh Arora 6fe4640d5c Fixing headers as per OSS requirement (#3847)
Summary:
Pull Request resolved: https://github.com/facebookresearch/faiss/pull/3847

same as title.
Fixing headers as raised in task - P1558157110

Reviewed By: junjieqi

Differential Revision: D62408917

fbshipit-source-id: 652b55dd2ba9617edeb2b05172be0f42291d7035
2024-09-09 22:58:05 -07:00
..
offline_ivf Dim reduction support in OIVFBBS (#3290) 2024-03-18 11:59:21 -07:00
rocksdb_ivf Fixing headers as per OSS requirement (#3847) 2024-09-09 22:58:05 -07:00
CMakeLists.txt
README.md
demo_auto_tune.py
demo_client_server_ivf.py
demo_imi_flat.cpp Fix some typos (#3056) 2023-09-27 03:17:41 -07:00
demo_imi_pq.cpp Remove unused variables in faiss/IndexIVF.cpp 2024-04-12 13:03:17 -07:00
demo_ivfpq_indexing.cpp fairring, faiss, fairness (4401366386162573988) 2023-09-14 00:50:50 -07:00
demo_nndescent.cpp
demo_ondisk_ivf.py
demo_qinco.py Use weights_only for load (#3796) 2024-08-30 12:01:55 -07:00
demo_residual_quantizer.cpp
demo_sift1M.cpp
demo_weighted_kmeans.cpp fairring, faiss, fairness (4401366386162573988) 2023-09-14 00:50:50 -07:00

README.md

Demos for a few Faiss functionalities

demo_auto_tune.py

Demonstrates the auto-tuning functionality of Faiss

demo_ondisk_ivf.py

Shows how to construct a Faiss index that stores the inverted file data on disk, eg. when it does not fit in RAM. The script works on a small dataset (sift1M) for demonstration and proceeds in stages:

0: train on the dataset

1-4: build 4 indexes, each containing 1/4 of the dataset. This can be done in parallel on several machines

5: merge the 4 indexes into one that is written directly to disk (needs not to fit in RAM)

6: load and test the index