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Merge pull request #1885 from rapidsai/branch-23.10
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Forward-merge branch-23.10 to branch-23.12
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@GPUtester
GPUtester authored Oct 11, 2023
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# raft 23.10.00 (11 Oct 2023)

## 🚨 Breaking Changes

- Change CAGRA auto mode selection ([#1830](https://github.com/rapidsai/raft/pull/1830)) [@enp1s0](https://github.com/enp1s0)
- Update CAGRA serialization ([#1755](https://github.com/rapidsai/raft/pull/1755)) [@benfred](https://github.com/benfred)
- Improvements to ANN Benchmark Python scripts and docs ([#1734](https://github.com/rapidsai/raft/pull/1734)) [@divyegala](https://github.com/divyegala)
- Update to Cython 3.0.0 ([#1688](https://github.com/rapidsai/raft/pull/1688)) [@vyasr](https://github.com/vyasr)
- ANN-benchmarks: switch to use gbench ([#1661](https://github.com/rapidsai/raft/pull/1661)) [@achirkin](https://github.com/achirkin)

## 🐛 Bug Fixes

- [BUG] Fix a bug in the filtering operation in CAGRA multi-kernel ([#1862](https://github.com/rapidsai/raft/pull/1862)) [@enp1s0](https://github.com/enp1s0)
- Fix conf file for benchmarking glove datasets ([#1846](https://github.com/rapidsai/raft/pull/1846)) [@dantegd](https://github.com/dantegd)
- raft-ann-bench package fixes for plotting and conf files ([#1844](https://github.com/rapidsai/raft/pull/1844)) [@dantegd](https://github.com/dantegd)
- Fix update-version.sh for all pyproject.toml files ([#1839](https://github.com/rapidsai/raft/pull/1839)) [@raydouglass](https://github.com/raydouglass)
- Make RMM a run dependency of the raft-ann-bench conda package ([#1838](https://github.com/rapidsai/raft/pull/1838)) [@dantegd](https://github.com/dantegd)
- Printing actual exception in `require base set` ([#1816](https://github.com/rapidsai/raft/pull/1816)) [@cjnolet](https://github.com/cjnolet)
- Adding rmm to `raft-ann-bench` dependencies ([#1815](https://github.com/rapidsai/raft/pull/1815)) [@cjnolet](https://github.com/cjnolet)
- Use `conda mambabuild` not `mamba mambabuild` ([#1812](https://github.com/rapidsai/raft/pull/1812)) [@bdice](https://github.com/bdice)
- Fix `raft-dask` naming in wheel builds ([#1805](https://github.com/rapidsai/raft/pull/1805)) [@divyegala](https://github.com/divyegala)
- neighbors::refine_host: check the dataset bounds ([#1793](https://github.com/rapidsai/raft/pull/1793)) [@achirkin](https://github.com/achirkin)
- [BUG] Fix search parameter check in CAGRA ([#1784](https://github.com/rapidsai/raft/pull/1784)) [@enp1s0](https://github.com/enp1s0)
- IVF-Flat: fix search batching ([#1764](https://github.com/rapidsai/raft/pull/1764)) [@achirkin](https://github.com/achirkin)
- Using expanded distance computations in `pylibraft` ([#1759](https://github.com/rapidsai/raft/pull/1759)) [@cjnolet](https://github.com/cjnolet)
- Fix ann-bench Documentation ([#1754](https://github.com/rapidsai/raft/pull/1754)) [@divyegala](https://github.com/divyegala)
- Make get_cache_idx a weak symbol with dummy template ([#1733](https://github.com/rapidsai/raft/pull/1733)) [@ahendriksen](https://github.com/ahendriksen)
- Fix IVF-PQ fused kernel performance problems ([#1726](https://github.com/rapidsai/raft/pull/1726)) [@achirkin](https://github.com/achirkin)
- Fix build.sh to enable NEIGHBORS_ANN_CAGRA_TEST ([#1724](https://github.com/rapidsai/raft/pull/1724)) [@enp1s0](https://github.com/enp1s0)
- Fix template types for create_descriptor function. ([#1680](https://github.com/rapidsai/raft/pull/1680)) [@csadorf](https://github.com/csadorf)

## 📖 Documentation

- Fix the CAGRA paper citation ([#1788](https://github.com/rapidsai/raft/pull/1788)) [@enp1s0](https://github.com/enp1s0)
- Add citation info for the CAGRA paper preprint ([#1787](https://github.com/rapidsai/raft/pull/1787)) [@enp1s0](https://github.com/enp1s0)
- [DOC] Fix grouping for ANN in C++ doxygen ([#1782](https://github.com/rapidsai/raft/pull/1782)) [@lowener](https://github.com/lowener)
- Update RAFT documentation ([#1717](https://github.com/rapidsai/raft/pull/1717)) [@lowener](https://github.com/lowener)
- Additional polishing of README and docs ([#1713](https://github.com/rapidsai/raft/pull/1713)) [@cjnolet](https://github.com/cjnolet)

## 🚀 New Features

- [FEA] Add `bitset_filter` for CAGRA indices removal ([#1837](https://github.com/rapidsai/raft/pull/1837)) [@lowener](https://github.com/lowener)
- ann-bench: miscellaneous improvements ([#1808](https://github.com/rapidsai/raft/pull/1808)) [@achirkin](https://github.com/achirkin)
- [FEA] Add bitset for ANN pre-filtering and deletion ([#1803](https://github.com/rapidsai/raft/pull/1803)) [@lowener](https://github.com/lowener)
- Adding config files for remaining (relevant) ann-benchmarks million-scale datasets ([#1761](https://github.com/rapidsai/raft/pull/1761)) [@cjnolet](https://github.com/cjnolet)
- Port NN-descent algorithm to use in `cagra::build()` ([#1748](https://github.com/rapidsai/raft/pull/1748)) [@divyegala](https://github.com/divyegala)
- Adding conda build for libraft static ([#1746](https://github.com/rapidsai/raft/pull/1746)) [@cjnolet](https://github.com/cjnolet)
- [FEA] Provide device_resources_manager for easy generation of device_resources ([#1716](https://github.com/rapidsai/raft/pull/1716)) [@wphicks](https://github.com/wphicks)

## 🛠️ Improvements

- Add option to brute_force index to store non-owning reference to norms ([#1865](https://github.com/rapidsai/raft/pull/1865)) [@benfred](https://github.com/benfred)
- Pin `dask` and `distributed` for `23.10` release ([#1864](https://github.com/rapidsai/raft/pull/1864)) [@galipremsagar](https://github.com/galipremsagar)
- Update image names ([#1835](https://github.com/rapidsai/raft/pull/1835)) [@AyodeAwe](https://github.com/AyodeAwe)
- Fixes for OOM during CAGRA benchmarks ([#1832](https://github.com/rapidsai/raft/pull/1832)) [@benfred](https://github.com/benfred)
- Change CAGRA auto mode selection ([#1830](https://github.com/rapidsai/raft/pull/1830)) [@enp1s0](https://github.com/enp1s0)
- Update to clang 16.0.6. ([#1829](https://github.com/rapidsai/raft/pull/1829)) [@bdice](https://github.com/bdice)
- Add IVF-Flat C++ example ([#1828](https://github.com/rapidsai/raft/pull/1828)) [@tfeher](https://github.com/tfeher)
- matrix::select_k: extra tests and benchmarks ([#1821](https://github.com/rapidsai/raft/pull/1821)) [@achirkin](https://github.com/achirkin)
- Add index class for brute_force knn ([#1817](https://github.com/rapidsai/raft/pull/1817)) [@benfred](https://github.com/benfred)
- [FEA] Add pre-filtering to CAGRA ([#1811](https://github.com/rapidsai/raft/pull/1811)) [@enp1s0](https://github.com/enp1s0)
- More updates to ann-bench docs ([#1810](https://github.com/rapidsai/raft/pull/1810)) [@cjnolet](https://github.com/cjnolet)
- Add best deep-100M configs for IVF-PQ to ANN benchmarks ([#1807](https://github.com/rapidsai/raft/pull/1807)) [@tfeher](https://github.com/tfeher)
- A few fixes to `raft-ann-bench` recipe and docs ([#1806](https://github.com/rapidsai/raft/pull/1806)) [@cjnolet](https://github.com/cjnolet)
- Simplify wheel build scripts and allow alphas of RAPIDS dependencies ([#1804](https://github.com/rapidsai/raft/pull/1804)) [@divyegala](https://github.com/divyegala)
- Various fixes to reproducible benchmarks ([#1800](https://github.com/rapidsai/raft/pull/1800)) [@cjnolet](https://github.com/cjnolet)
- ANN-bench: more flexible cuda_stub.hpp ([#1792](https://github.com/rapidsai/raft/pull/1792)) [@achirkin](https://github.com/achirkin)
- Add RAFT devcontainers ([#1791](https://github.com/rapidsai/raft/pull/1791)) [@trxcllnt](https://github.com/trxcllnt)
- Cagra memory optimizations ([#1790](https://github.com/rapidsai/raft/pull/1790)) [@benfred](https://github.com/benfred)
- Fixing a couple security concerns in `raft-dask` nccl unique id generation ([#1785](https://github.com/rapidsai/raft/pull/1785)) [@cjnolet](https://github.com/cjnolet)
- Don't serialize dataset with CAGRA bench ([#1781](https://github.com/rapidsai/raft/pull/1781)) [@benfred](https://github.com/benfred)
- Use `copy-pr-bot` ([#1774](https://github.com/rapidsai/raft/pull/1774)) [@ajschmidt8](https://github.com/ajschmidt8)
- Add GPU and CPU packages for ANN benchmarks ([#1773](https://github.com/rapidsai/raft/pull/1773)) [@dantegd](https://github.com/dantegd)
- Improvements to raft-ann-bench scripts, docs, and benchmarking implementations. ([#1769](https://github.com/rapidsai/raft/pull/1769)) [@cjnolet](https://github.com/cjnolet)
- [REVIEW] Introducing host API for PCG ([#1767](https://github.com/rapidsai/raft/pull/1767)) [@vinaydes](https://github.com/vinaydes)
- Unpin `dask` and `distributed` for `23.10` development ([#1760](https://github.com/rapidsai/raft/pull/1760)) [@galipremsagar](https://github.com/galipremsagar)
- Add ivf-flat notebook ([#1758](https://github.com/rapidsai/raft/pull/1758)) [@tfeher](https://github.com/tfeher)
- Update CAGRA serialization ([#1755](https://github.com/rapidsai/raft/pull/1755)) [@benfred](https://github.com/benfred)
- Remove block size template parameter from CAGRA search ([#1740](https://github.com/rapidsai/raft/pull/1740)) [@enp1s0](https://github.com/enp1s0)
- Add NVTX ranges for cagra search/serialize functions ([#1737](https://github.com/rapidsai/raft/pull/1737)) [@benfred](https://github.com/benfred)
- Improvements to ANN Benchmark Python scripts and docs ([#1734](https://github.com/rapidsai/raft/pull/1734)) [@divyegala](https://github.com/divyegala)
- Fixing forward merger for 23.08 -> 23.10 ([#1731](https://github.com/rapidsai/raft/pull/1731)) [@cjnolet](https://github.com/cjnolet)
- [FEA] Use CAGRA in C++ template ([#1730](https://github.com/rapidsai/raft/pull/1730)) [@lowener](https://github.com/lowener)
- fixed box around raft image ([#1710](https://github.com/rapidsai/raft/pull/1710)) [@nwstephens](https://github.com/nwstephens)
- Enable CUTLASS-based distance kernels on CTK 12 ([#1702](https://github.com/rapidsai/raft/pull/1702)) [@ahendriksen](https://github.com/ahendriksen)
- Update bench-ann configuration ([#1696](https://github.com/rapidsai/raft/pull/1696)) [@lowener](https://github.com/lowener)
- Update to Cython 3.0.0 ([#1688](https://github.com/rapidsai/raft/pull/1688)) [@vyasr](https://github.com/vyasr)
- Update CMake version ([#1677](https://github.com/rapidsai/raft/pull/1677)) [@vyasr](https://github.com/vyasr)
- Branch 23.10 merge 23.08 ([#1672](https://github.com/rapidsai/raft/pull/1672)) [@vyasr](https://github.com/vyasr)
- ANN-benchmarks: switch to use gbench ([#1661](https://github.com/rapidsai/raft/pull/1661)) [@achirkin](https://github.com/achirkin)

# raft 23.08.00 (9 Aug 2023)

## 🚨 Breaking Changes
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