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Update Changelog [skip ci]
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raydouglass committed Aug 7, 2024
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# cuvs 24.08.00 (7 Aug 2024)

## 🚨 Breaking Changes

- Allow serialization on streams ([#173](https://github.com/rapidsai/cuvs/pull/173)) [@benfred](https://github.com/benfred)

## 🐛 Bug Fixes

- Remove fp16 kernels that have no public entry point ([#268](https://github.com/rapidsai/cuvs/pull/268)) [@tfeher](https://github.com/tfeher)
- Use `raft::util::popc(...)` public API ([#249](https://github.com/rapidsai/cuvs/pull/249)) [@divyegala](https://github.com/divyegala)
- Enable building FAISS main statically ([#241](https://github.com/rapidsai/cuvs/pull/241)) [@tarang-jain](https://github.com/tarang-jain)
- CAGRA bench: use device-side refinement when the data is on device ([#228](https://github.com/rapidsai/cuvs/pull/228)) [@achirkin](https://github.com/achirkin)
- Rename `.devcontainer`s for CUDA 12.5 ([#224](https://github.com/rapidsai/cuvs/pull/224)) [@jakirkham](https://github.com/jakirkham)
- Fix a CAGRA graph opt bug ([#192](https://github.com/rapidsai/cuvs/pull/192)) [@enp1s0](https://github.com/enp1s0)

## 📖 Documentation

- fix library name in docs ('cuvs' not 'pycuvs') ([#193](https://github.com/rapidsai/cuvs/pull/193)) [@jameslamb](https://github.com/jameslamb)

## 🚀 New Features

- Add cuvs_bench python folder, config files and constraints ([#244](https://github.com/rapidsai/cuvs/pull/244)) [@dantegd](https://github.com/dantegd)
- Add MST optimization to guarantee the connectivity of CAGRA graphs ([#237](https://github.com/rapidsai/cuvs/pull/237)) [@anaruse](https://github.com/anaruse)
- Moving over C++ API of CAGRA+hnswlib from RAFT ([#229](https://github.com/rapidsai/cuvs/pull/229)) [@divyegala](https://github.com/divyegala)
- [FEA] expose python & C API for prefiltered brute force ([#174](https://github.com/rapidsai/cuvs/pull/174)) [@rhdong](https://github.com/rhdong)
- CAGRA new vector addition ([#151](https://github.com/rapidsai/cuvs/pull/151)) [@enp1s0](https://github.com/enp1s0)

## 🛠️ Improvements

- [Opt] introduce the `masked_matmul` to prefiltered brute force. ([#251](https://github.com/rapidsai/cuvs/pull/251)) [@rhdong](https://github.com/rhdong)
- Add more info to ANN_BENCH context ([#248](https://github.com/rapidsai/cuvs/pull/248)) [@achirkin](https://github.com/achirkin)
- split up CUDA-suffixed dependencies in dependencies.yaml ([#247](https://github.com/rapidsai/cuvs/pull/247)) [@jameslamb](https://github.com/jameslamb)
- Fix pinning to a different RAFT tag ([#235](https://github.com/rapidsai/cuvs/pull/235)) [@benfred](https://github.com/benfred)
- Use workflow branch 24.08 again ([#234](https://github.com/rapidsai/cuvs/pull/234)) [@KyleFromNVIDIA](https://github.com/KyleFromNVIDIA)
- chore: update search_plan.cuh ([#232](https://github.com/rapidsai/cuvs/pull/232)) [@eltociear](https://github.com/eltociear)
- Enable kernel & memcpy overlapping in IVF index building ([#230](https://github.com/rapidsai/cuvs/pull/230)) [@abc99lr](https://github.com/abc99lr)
- CAGRA: reduce argument count in select_and_run() kernel wrappers ([#227](https://github.com/rapidsai/cuvs/pull/227)) [@achirkin](https://github.com/achirkin)
- Mark the rust brute force unittest as flaky ([#226](https://github.com/rapidsai/cuvs/pull/226)) [@benfred](https://github.com/benfred)
- Add python bindings for ivf-* extend functions ([#220](https://github.com/rapidsai/cuvs/pull/220)) [@benfred](https://github.com/benfred)
- Build and test with CUDA 12.5.1 ([#219](https://github.com/rapidsai/cuvs/pull/219)) [@KyleFromNVIDIA](https://github.com/KyleFromNVIDIA)
- Add col-major support for brute force knn ([#217](https://github.com/rapidsai/cuvs/pull/217)) [@benfred](https://github.com/benfred)
- Add CUDA_STATIC_MATH_LIBRARIES ([#216](https://github.com/rapidsai/cuvs/pull/216)) [@KyleFromNVIDIA](https://github.com/KyleFromNVIDIA)
- skip CMake 3.30.0 ([#214](https://github.com/rapidsai/cuvs/pull/214)) [@jameslamb](https://github.com/jameslamb)
- Complete Migration of IVF Helpers / Features from RAFT ([#213](https://github.com/rapidsai/cuvs/pull/213)) [@tarang-jain](https://github.com/tarang-jain)
- Use verify-alpha-spec hook ([#209](https://github.com/rapidsai/cuvs/pull/209)) [@KyleFromNVIDIA](https://github.com/KyleFromNVIDIA)
- Fixes for publishing rust package to crates.io ([#207](https://github.com/rapidsai/cuvs/pull/207)) [@benfred](https://github.com/benfred)
- Add rust example ([#206](https://github.com/rapidsai/cuvs/pull/206)) [@benfred](https://github.com/benfred)
- Adding IVF examples ([#203](https://github.com/rapidsai/cuvs/pull/203)) [@cjnolet](https://github.com/cjnolet)
- Fix compilation error when _CLK_BREAKDOWN is defined in cagra. ([#202](https://github.com/rapidsai/cuvs/pull/202)) [@jiangyinzuo](https://github.com/jiangyinzuo)
- DOC: update notebook link ([#191](https://github.com/rapidsai/cuvs/pull/191)) [@raybellwaves](https://github.com/raybellwaves)
- Change cagra.build_index to cagra.build ([#187](https://github.com/rapidsai/cuvs/pull/187)) [@benfred](https://github.com/benfred)
- Add python serialization API's for ivf-pq and ivf_flat ([#186](https://github.com/rapidsai/cuvs/pull/186)) [@benfred](https://github.com/benfred)
- resolve dependency-file-generator warning, rapids-build-backend followup ([#185](https://github.com/rapidsai/cuvs/pull/185)) [@jameslamb](https://github.com/jameslamb)
- Adopt CI/packaging codeowners ([#183](https://github.com/rapidsai/cuvs/pull/183)) [@raydouglass](https://github.com/raydouglass)
- Scaling workspace resources ([#181](https://github.com/rapidsai/cuvs/pull/181)) [@achirkin](https://github.com/achirkin)
- Remove text builds of documentation ([#180](https://github.com/rapidsai/cuvs/pull/180)) [@vyasr](https://github.com/vyasr)
- Add refine to the Python and C api's ([#175](https://github.com/rapidsai/cuvs/pull/175)) [@benfred](https://github.com/benfred)
- Allow serialization on streams ([#173](https://github.com/rapidsai/cuvs/pull/173)) [@benfred](https://github.com/benfred)
- Forward-merge branch-24.06 into branch-24.08 ([#169](https://github.com/rapidsai/cuvs/pull/169)) [@benfred](https://github.com/benfred)
- Use rapids-build-backend ([#145](https://github.com/rapidsai/cuvs/pull/145)) [@KyleFromNVIDIA](https://github.com/KyleFromNVIDIA)
- ANN_BENCH ([#130](https://github.com/rapidsai/cuvs/pull/130)) [@achirkin](https://github.com/achirkin)
- Enable random subsampling ([#122](https://github.com/rapidsai/cuvs/pull/122)) [@tfeher](https://github.com/tfeher)

# cuvs 24.06.00 (5 Jun 2024)

## 🐛 Bug Fixes
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- Add Cagra-Q compression to the python and rust api's ([#68](https://github.com/rapidsai/cuvs/pull/68)) [@benfred](https://github.com/benfred)
- ConfigureCUDA.cmake now sets CUVS_ prefixed variables ([#66](https://github.com/rapidsai/cuvs/pull/66)) [@robertmaynard](https://github.com/robertmaynard)
- Enable all tests for `arm` jobs ([#63](https://github.com/rapidsai/cuvs/pull/63)) [@galipremsagar](https://github.com/galipremsagar)


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