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- Add VectorTransform read from filename to the C API (#3970)
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- Added IndexLSH to the demo (#4009)
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- write distributed_kmeans centroids and assignments to hive tables (#4017)
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- introduce data splits in dataset descriptor (#4012)
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- Faiss GPU: bfloat16 brute-force kNN support (#4018)
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- ROCm support for bfloat16 (#4039)
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- Unit tests for distances_simd.cpp (#4058)
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- add cuda-toolkit for GPU (#4057)
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- Add more unit testing for IndexHNSW [1/n] (#4054)
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- Add more unit testing for IndexHNSW [2/n] (#4056)
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- Add more unit testing for HNSW [3/n] (#4059)
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- Add more unit testing for HNSW [4/n] (#4061)
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- Add more unit tests for index_read and index_write (#4068)
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- Add testing for utils/hamming.cpp (#4079)
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- Test sa_decode methd on IndexIVFFlat (#4098)
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- Conditionally compile extras like benchmarks and demos (#4094)
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- Add a new architecture mode: 'avx512_spr'. (#4025)
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- Use _mm512_popcnt_epi64 to speedup hamming distance evaluation. (#4020)
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- PQ with pytorch (#4116)
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- add range_search() to IndexRefine (#4022)
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- Expose accumulate_to_mem from faiss interface (#4099)
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- Windows Arm64 support (#4087)
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- add test to cover GPU (#4130)
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- Added support for building without MKL (#4147)
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Changed
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- Move train, build and search to their respective operators (#3934)
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- PQFS into Index trainer (#3941)
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- Place a useful cmake function 'link_to_faiss_lib' into a separate file (#3939)
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- Cache device major version value to avoid multiple calls of getCudaDeviceProperties (#3950)
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- Consolidate set_target_properties() calls in faiss/CMakeLists.txt (#3973)
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- Removing Manual Hipify Build Step (#3962)
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- Allow to replace graph structure for NSG graphs (#3975)
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- Adjust nightly build (#3978)
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- Update RAFT CI with pytorch 2.4.1 (#3980)
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- Moved add_sa_codes, sa_code_size to Index, IndexBinary base classes (#3989)
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- Update autoclose.yml (#4000)
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- Migrate from RAFT to CUVS (#3549)
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- Pin to numpy<2 (#4033)
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- (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)
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- Constrain conda version for Windows build (#4040)
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- Updates to faiss-gpu-cuvs nightly pkg (#4032)
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- pin the dependecies version for x86_64 (#4046)
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- pin arm64 dependency (#4060)
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- Pin conda build (#4062)
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- Improve naming due to codemod (#4063)
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- Improve naming due to codemod (#4064)
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- Improve naming due to codemod (#4065)
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- separare the github build into two conditions (#4066)
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- Improve naming due to codemod (#4070)
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- improve naming due to codemod (#4067)
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- improve naming due to codemod (#4071)
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- improve naming due to codemod (#4072)
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- fix nightily build (#4080)
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- Change github action workflows name (#4083)
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- Resolve Packaging Issues (#4044)
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- Update __init__.py (#4086)
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- Exhaustive IVF probing in scalar quantizer tests (#4075)
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- Pin Nightlies with testing on PR (#4088)
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- Update benchmarking library code to work for IdMap index as well (#4093)
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- Update action.yml (#4100)
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- Upgrade CUVS to 24.12 (#4021)
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- Link cuVS Docs (#4084)
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- Set KnnDescriptor.desc_name in the Benchmarking core framework in FAISS like other descriptors (#4109)
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- enable quiet mode for conda install (#4112)
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- Disable retry build (#4124)
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- Add ngpu default argument to knn_ground_truth (#4123)
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- Update code comment to reflect the range of IF from [1, k] (#4139)
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- Reenable auto retry workflow (#4140)
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- Migration off defaults to conda-forge channel (#4126)
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- Benchmarking Scripts for cuVS Index, more docs updates (#4117)
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Fixed
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- Fix total_rows (#3942)
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- Fix INSTALL.md due to failure of conflict resolving (#3915)
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- Back out "Add example of how to build, link, and test an external SWIG module" (#3954)
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- Fix shadowed variable in faiss/IndexPQ.cpp (#3959)
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- Fix shadowed variable in faiss/IndexIVFAdditiveQuantizer.cpp (#3958)
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- Fix shadowed variable in faiss/impl/HNSW.cpp (#3961)
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- Fix shadowed variable in faiss/impl/simd_result_handlers.h (#3960)
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- Fix shadowed variable in faiss/utils/NeuralNet.cpp (#3952)
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- Resolve "incorrect-portions-license" errors: add no license lint to top of GPU files with both licenses (#3965)
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- Resolve "duplicate-license-header": Find and replace duplicate license headers (#3967)
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- fix some more nvidia licenses that get erased (#3977)
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- fix merge_flat_ondisk stress run failures (#3999)
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- Fix reverse_index_factory formatting of ScalarQuantizers (#4003)
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- Fix shadowed variable in faiss/IndexAdditiveQuantizer.cpp (#4011)
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- facebook-unused-include-check in fbcode/faiss (#4029)
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- fix linter (#4035)
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- Some chore fixes (#4010)
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- Fix unused variable compilation error (#4041)
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- stop dealloc of coarse quantizer when it is deleted (#4045)
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