Summary:
Pull Request resolved: https://github.com/facebookresearch/faiss/pull/3455
Code quality control by reducing the number of prints
Reviewed By: junjieqi
Differential Revision: D57502194
fbshipit-source-id: a6cd65ed4cc49590ce73d2978d41b640b5259c17
Summary:
Pull Request resolved: https://github.com/facebookresearch/faiss/pull/2638
This diff is a more streamlined way of searching IVF indexes with precomputed clusters.
This will be used for experiments with hybrid CPU / GPU search.
Reviewed By: algoriddle
Differential Revision: D41301032
fbshipit-source-id: a1d645fd0f2bf806454dfd04971edc0a6200d20d
Summary:
## Description
It is the same as https://github.com/facebookresearch/faiss/pull/1673 but for `IndexBinaryIVF`. Ensure that `nprobe` is no more than `nlist`.
## Changes
1. Replace `nprobe` with `min(nprobe, nlist)`
2. Replace `long` with `idx_t` in `IndexBinaryIVF.cpp`
3. Add a unit test
4. Fix a small bug in https://github.com/facebookresearch/faiss/pull/1673, `index` should be replaced by `gt_index`
Pull Request resolved: https://github.com/facebookresearch/faiss/pull/1695
Reviewed By: wickedfoo
Differential Revision: D26603278
Pulled By: mdouze
fbshipit-source-id: a4fb79bdeb975e9d8ec507177596c36da1195646
Summary:
## Description
Fix the bug mentioned in https://github.com/facebookresearch/faiss/issues/1010. When `nprobe` is greater than `nlist` in `IndexIVF`, the program will crash because the index will ask the quantizer to return more centroids than it owns.
## Changes:
1. Set `nprobe` as `nlist` if it is greater than `nlist` during searching.
2. Add one test to detect this bug.
3. Fix typo in `IndexPQ.cpp`.
Pull Request resolved: https://github.com/facebookresearch/faiss/pull/1673
Reviewed By: wickedfoo
Differential Revision: D26454420
Pulled By: mdouze
fbshipit-source-id: d1d0949e30802602e975a94ba873f9db29abd5ab
Changelog:
- changed license: BSD+Patents -> MIT
- propagates exceptions raised in sub-indexes of IndexShards and IndexReplicas
- support for searching several inverted lists in parallel (parallel_mode != 0)
- better support for PQ codes where nbit != 8 or 16
- IVFSpectralHash implementation: spectral hash codes inside an IVF
- 6-bit per component scalar quantizer (4 and 8 bit were already supported)
- combinations of inverted lists: HStackInvertedLists and VStackInvertedLists
- configurable number of threads for OnDiskInvertedLists prefetching (including 0=no prefetch)
- more test and demo code compatible with Python 3 (print with parentheses)
- refactored benchmark code: data loading is now in a single file
Xiao Fu
Matthijs Douze
Check Deng
Matthijs Douze
Lucas Hosseini
Lucas Hosseini