Lucas Hosseini e86bf8cae1 Enable clang-format + autofix.
Summary: Format whole codebase with clang-format.

Reviewed By: mdouze

Differential Revision: D22891341

fbshipit-source-id: 673032b2444d61026d1e2c3fa2c5659f178cf58b
2021-02-25 04:46:10 -08:00
..
2021-02-25 04:46:10 -08:00
2020-10-20 04:35:19 -07:00
2021-02-25 04:46:10 -08:00

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