v1.12.0
Added
- Adding
Exsuffix for extended API (#4512) - SIMD optimization RaBitQ (#4515)
- Binary CAGRA with NN Descent (#4445)
- BinaryHNSWCagra Struct; Allow base_level_only (#4478)
- Added libgflags-dev to Dockerfile (#4460)
- try to add nightly conda publish for Faiss classic GPU with CUDA 12.4 (#4442)
- Add support for IndexIDMap with Cagra fp16 (#4411)
- Faiss + Cuvs Example Notebook (#4434)
- Common ancestor to top-k result handlers (#4414)
- Add rabitq to reverse factory string so telemetry wrapper will log it (#4428)
- Add option to link cuda statically (#4422)
- support extra metrics in IVF (#4409)
- Support decode_vectors (sa_decode but no decode_listnos) in multiple IVF index (#4400)
- Add workaround to check SVE support when numpy.distutils is not available (#4416)
- Dsweet/gowers distance (#4371)
- cuVS Cagra FP16 support (#4384)
- Add cuVS filter conversion utility (#4378)
- GpuIndexBinaryCagra - Binary CAGRA index (#4331)
- Add guarantee_connectivity parameter to GpuIndexCagra (#4388)
- Add Virtual Destructor to FlatIndex Class (#4381)
- Adding unit tests for supporting pre-built KNN while using
IndexNSG(#4368) - Pass in "own_invlists" to ivf index constructor (#4353)
- Add new centroid_id_column to support previous_assignment_table (#4343)
- Copy IVF Centroids to Host for CPU Quantizer (#4336)
- Expose IndexBinaryIVF to C API (#4302)
- Add rabitq bench to source control (#4307)
Changed
- Remove unused cmath include from IndexPQ.cpp (#4518)
- Allow Odd Degree Binary CAGRA graph to HNSW conversion (#4516)
- Remove unused cassert and cmath headers from Index2Layer.cpp (#4514)
- Remove unused headers from AutoTune.cpp and clone_index.cpp (#4513)
- Remove unused import header from IndexBinaryHNSW.cpp (#4507)
- Remove unused import header from IndexBinaryHash.cpp (#4506)
- Remove unused import header from IndexIDMap.cpp (#4505)
- Remove unused import header from AutoTune.cpp (#4504)
- Make GpuIndexCagra reuse existing memory block when converting to CPU index (#4477)
- Remove unused standard library includes from index_io.h (#4495)
- Remove unused standard library includes from Index.h (#4494)
- Remove unused standard library includes from IndexBinary.h (#4493)
- Remove unused platform_macros.h include from MetricType.h (#4490)
- fbcode//faiss:faiss (#4462)
- fbcode//faiss/gpu:faiss (#4463)
- fbcode//faiss/gpu/test:test_utils (#4464)
- BW compatibility for read & write with
numeric_type_in cagra (#4441) - Upgrade cuVS version to 25.08 (#4394)
- Improve naming of the residual_quantizer_encode_steps.cpp file (#4433)
- Github actions: upgrade windows-2019 to windows-2022 (#4417)
- Update the dependency for submitit in faiss_bench_fw (#4410)
- Increase top-k limit on GPU for cuVS (#4325)
- Let IndexShards Pass down SearchParams (#4387)
- Change uint8_t* => const uint8_t* in faiss::ZeroCopyIOReader (#4376)
- Set code_size for more InvertedListScanner implementations (#4365)
- Improving variable name post codemod changes (#4369)
- Improve naming due to codemod (#4367)
- Use packaging.version for correct version parsing (#4330)
- Update Swig File for CAGRA Params (#4314)
Fixed
- Fix the warning that numpy.core._multiarray_umath is deprecated and has been renamed to numpy._core._multiarray_umath (#4501)
- Fix inline code syntax (#4437)
- Bug fix for faiss_Index_sa_code_size (#4492)
- Fix CQS signal modernize-use-using in fbcode/faiss/tests [B] [B] (#4483)
- Fix CQS signal modernize-use-using in fbcode/faiss/tests [B] [A] (#4484)
- Fix CQS signal readability-braces-around-statements in fbcode/faiss/utils [B] [B] (#4479)
- Fix CQS signal readability-braces-around-statements in fbcode/faiss/utils [B] [A] (#4480)
- Fix CQS signal modernize-use-using in fbcode/faiss/tests [A] (#4476)
- Fix CQS signal readability-braces-around-statements in fbcode/faiss/utils [A] (#4475)
- Fix ALL nightlies (#4471)
- Fix CQS signal readability-braces-around-statements in fbcode/faiss/invlists (#4467)
- Fix CQS signal readability-braces-around-statements in fbcode/faiss/perf_tests (#4458)
- Fix CQS signal readability-braces-around-statements in fbcode/faiss/tests (#4457)
int8support for cuVS cagra (#4439)- Fix indexes after fp16 change (#4452)
- Fix CQS signal readability-braces-around-statements in fbcode/faiss (#4454)
- Fix CQS signal readability-braces-around-statements in fbcode/faiss/gpu (#4453)
- Fix CQS signal facebook-unused-include-check in fbcode/faiss (#4451)
- Fix CQS signal readability-braces-around-statements in fbcode/faiss/benchs (#4449)
- Fix CQS signal readability-braces-around-statements in fbcode/faiss/impl (#4447)
- Revert D78330300 (#4448)
- Fix CQS signal readability-braces-around-statements in fbcode/faiss/tutorial (#4446)
- Fix CQS signal facebook-unused-include-check in fbcode/faiss/utils (#4435)
- Fix CQS signal facebook-unused-include-check in fbcode/faiss/perf_tests (#4443)
- Fix CQS signal facebook-unused-include-check in fbcode/faiss/impl (#4436)
- Remove Debug Statement (#4425)
- Fix invalid long_description in setup.py (#4398)
- Fix building on mingw (#4420)
- fix: add avx2 in python if avx512 enabled (#4419)
- IndexFlat: Reconstruct validate if key < ntotal (#4415)
- cmake: disable installing external documents under docs/faiss (#4406)
- Pin openblas 0.3.30 to fix nightly breakage (#4404)
- Add override to IndexBinaryCagra (#4401)
- Fix CQS signal facebook-unused-include-check in fbcode/faiss/gpu (#4390)
- Fix CQS signal facebook-unused-include-check in fbcode/faiss/impl (#4395)
- Fix unreachable-break issue in faiss/IndexAdditiveQuantizer.cpp +1 (#4391)
- Fix CQS signal facebook-unused-include-check in fbcode/faiss/utils (#4389)
- fix IndexIVFFastScan ndis/nlist stat (#4383)
- fix: update broken links (#4382)
- Fix incorrect constructor docstring for IndexScalarQuantizer (#4350)
- Fix CQS signal facebook-unused-include-check in fbcode/faiss/tests (#4375)
- Fix input param for IndexIVFScalarQuantizer in index_factory (#4358)
- Fix openMP index bug (#4348)
- Fix CQS signal. Id] 95408353 -- performance-faster-string-find in fbcode/faiss (#4345)
- cmake: install missing header
impl/zerocopy_io.h(#4328) - Fix CQS signal. Id] 62183176 -- readability-redundant-string-init in fbcode/faiss/impl (#4332)
- Fix CQS signal. Id] 57328835 -- performance-unnecessary-value-param in fbcode/faiss/impl (#4329)
- Fix IndexBinaryIVF::merge_from (#4305)
- FreeBSD compatibility patch (#4316)
Deprecated
- Deprecate CUDA 11 from Faiss nightly and releases (#4496)
- Deprecate CUDA 11 nightly, add 12.4 to build-release, fix cuvs nightly (#4482)
- Remove cuVS CUDA 11.8 CI (#4444)
- remove ABS_INNER_PRODUCT metric (#4408)
- Disable failing test until we support CUDA 12.8 in CI (#4392)
- Disable flaky ivfflat test_mem_leak