v1.10.0

Added

• Add desc_name to dataset descriptor (#3935)
• implement ST_norm_from_LUT for the ResidualQuantizer (#3917)
• Add example of how to build, link, and test an external SWIG module (#3922)
• add copyright header (#3948)
• Add some SVE implementations (#3933)
• Enable linting: lint config changes plus arc lint command (#3966)
• Re-add example of how to build, link, and test an external SWIG module (#3981)
• demo: IndexPQ: separate codes from codebook (#3987)
• add all wrapped indexes to the index_read (#3988)
• add validity check AlignedTableTightAlloc clear method (#3997)
• Add index binary to telemetry (#4001)
• Add VectorTransform read from filename to the C API (#3970)
• Added IndexLSH to the demo (#4009)
• write distributed_kmeans centroids and assignments to hive tables (#4017)
• introduce data splits in dataset descriptor (#4012)
• Faiss GPU: bfloat16 brute-force kNN support (#4018)
• ROCm support for bfloat16 (#4039)
• Unit tests for distances_simd.cpp (#4058)
• add cuda-toolkit for GPU (#4057)
• Add more unit testing for IndexHNSW [1/n] (#4054)
• Add more unit testing for IndexHNSW [2/n] (#4056)
• Add more unit testing for HNSW [3/n] (#4059)
• Add more unit testing for HNSW [4/n] (#4061)
• Add more unit tests for index_read and index_write (#4068)
• Add testing for utils/hamming.cpp (#4079)
• Test sa_decode methd on IndexIVFFlat (#4098)
• Conditionally compile extras like benchmarks and demos (#4094)
• Add a new architecture mode: 'avx512_spr'. (#4025)
• Use _mm512_popcnt_epi64 to speedup hamming distance evaluation. (#4020)
• PQ with pytorch (#4116)
• add range_search() to IndexRefine (#4022)
• Expose accumulate_to_mem from faiss interface (#4099)
• Windows Arm64 support (#4087)
• add test to cover GPU (#4130)
• Added support for building without MKL (#4147)

Changed

• Move train, build and search to their respective operators (#3934)
• PQFS into Index trainer (#3941)
• Place a useful cmake function 'link_to_faiss_lib' into a separate file (#3939)
• Cache device major version value to avoid multiple calls of getCudaDeviceProperties (#3950)
• Consolidate set_target_properties() calls in faiss/CMakeLists.txt (#3973)
• Removing Manual Hipify Build Step (#3962)
• Allow to replace graph structure for NSG graphs (#3975)
• Adjust nightly build (#3978)
• Update RAFT CI with pytorch 2.4.1 (#3980)
• Moved add_sa_codes, sa_code_size to Index, IndexBinary base classes (#3989)
• Update autoclose.yml (#4000)
• Migrate from RAFT to CUVS (#3549)
• Pin to numpy<2 (#4033)
• (1/n) - Preload datasets in manifold so that subsequent stages of training, indexing and search can use those instead of each trainer or indexer downloading data. (#4034)
• Constrain conda version for Windows build (#4040)
• Updates to faiss-gpu-cuvs nightly pkg (#4032)
• pin the dependecies version for x86_64 (#4046)
• pin arm64 dependency (#4060)
• Pin conda build (#4062)
• Improve naming due to codemod (#4063)
• Improve naming due to codemod (#4064)
• Improve naming due to codemod (#4065)
• separare the github build into two conditions (#4066)
• Improve naming due to codemod (#4070)
• improve naming due to codemod (#4067)
• improve naming due to codemod (#4071)
• improve naming due to codemod (#4072)
• fix nightily build (#4080)
• Change github action workflows name (#4083)
• Resolve Packaging Issues (#4044)
• Update init.py (#4086)
• Exhaustive IVF probing in scalar quantizer tests (#4075)
• Pin Nightlies with testing on PR (#4088)
• Update benchmarking library code to work for IdMap index as well (#4093)
• Update action.yml (#4100)
• Upgrade CUVS to 24.12 (#4021)
• Link cuVS Docs (#4084)
• Set KnnDescriptor.desc_name in the Benchmarking core framework in FAISS like other descriptors (#4109)
• enable quiet mode for conda install (#4112)
• Disable retry build (#4124)
• Add ngpu default argument to knn_ground_truth (#4123)
• Update code comment to reflect the range of IF from [1, k] (#4139)
• Reenable auto retry workflow (#4140)
• Migration off defaults to conda-forge channel (#4126)
• Benchmarking Scripts for cuVS Index, more docs updates (#4117)

Fixed

• Fix total_rows (#3942)
• Fix INSTALL.md due to failure of conflict resolving (#3915)
• Back out "Add example of how to build, link, and test an external SWIG module" (#3954)
• Fix shadowed variable in faiss/IndexPQ.cpp (#3959)
• Fix shadowed variable in faiss/IndexIVFAdditiveQuantizer.cpp (#3958)
• Fix shadowed variable in faiss/impl/HNSW.cpp (#3961)
• Fix shadowed variable in faiss/impl/simd_result_handlers.h (#3960)
• Fix shadowed variable in faiss/utils/NeuralNet.cpp (#3952)
• Resolve "incorrect-portions-license" errors: add no license lint to top of GPU files with both licenses (#3965)
• Resolve "duplicate-license-header": Find and replace duplicate license headers (#3967)
• fix some more nvidia licenses that get erased (#3977)
• fix merge_flat_ondisk stress run failures (#3999)
• Fix reverse_index_factory formatting of ScalarQuantizers (#4003)
• Fix shadowed variable in faiss/IndexAdditiveQuantizer.cpp (#4011)
• facebook-unused-include-check in fbcode/faiss (#4029)
• fix linter (#4035)
• Some chore fixes (#4010)
• Fix unused variable compilation error (#4041)
• stop dealloc of coarse quantizer when it is deleted (#4045)
• Fix SCD Table test flakiness (#4069)
• Fix IndexIVFFastScan reconstruct_from_offset method (#4095)
• more fast-scan reconstruction (#4128)
• Fix nightly cuVS 11.8.0 failure (#4149)
• Correct capitalization of FAISS to Faiss (#4155)
• Fix cuVS 12.4.0 nightly failure (#4153)
• Fix build-release workflow (#4162)

Deprecated

• Remove unused-variable in dumbo/backup/dumbo/service/tests/ChainReplicatorTests.cpp (#4024)
• remove inconsistent oom exception test (#4052)
• Remove unused(and wrong) io macro (#4122)