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update changelog
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raydouglass committed Feb 9, 2023
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# raft 23.02.00 (Date TBD)
# raft 23.02.00 (9 Feb 2023)

Please see https://github.com/rapidsai/raft/releases/tag/v23.02.00a for the latest changes to this development branch.
## 🚨 Breaking Changes

- Remove faiss ANN code from knnIndex ([#1121](https://github.com/rapidsai/raft/pull/1121)) [@benfred](https://github.com/benfred)
- Use `GenPC` (Permuted Congruential) as the default random number generator everywhere ([#1099](https://github.com/rapidsai/raft/pull/1099)) [@Nyrio](https://github.com/Nyrio)

## 🐛 Bug Fixes

- Reverting a few commits from 23.02 and speeding up end-to-end build time ([#1232](https://github.com/rapidsai/raft/pull/1232)) [@cjnolet](https://github.com/cjnolet)
- Update README.md: fix a missing word ([#1185](https://github.com/rapidsai/raft/pull/1185)) [@achirkin](https://github.com/achirkin)
- balanced-k-means: fix a too large initial memory pool size ([#1148](https://github.com/rapidsai/raft/pull/1148)) [@achirkin](https://github.com/achirkin)
- Catch signal handler change error ([#1147](https://github.com/rapidsai/raft/pull/1147)) [@tfeher](https://github.com/tfeher)
- Squared norm fix follow-up (change was lost in merge conflict) ([#1144](https://github.com/rapidsai/raft/pull/1144)) [@Nyrio](https://github.com/Nyrio)
- IVF-Flat bug fix: the *squared* norm is required for expanded distance calculations ([#1141](https://github.com/rapidsai/raft/pull/1141)) [@Nyrio](https://github.com/Nyrio)
- build.sh switch to use `RAPIDS` magic value ([#1132](https://github.com/rapidsai/raft/pull/1132)) [@robertmaynard](https://github.com/robertmaynard)
- Fix `euclidean_dist` in IVF-Flat search ([#1122](https://github.com/rapidsai/raft/pull/1122)) [@Nyrio](https://github.com/Nyrio)
- Update handle docstring ([#1103](https://github.com/rapidsai/raft/pull/1103)) [@dantegd](https://github.com/dantegd)
- Pin libcusparse and libcusolver to avoid CUDA 12 ([#1095](https://github.com/rapidsai/raft/pull/1095)) [@wphicks](https://github.com/wphicks)
- Fix race condition in `raft::random::discrete` ([#1094](https://github.com/rapidsai/raft/pull/1094)) [@Nyrio](https://github.com/Nyrio)
- Fixing libraft conda recipes ([#1084](https://github.com/rapidsai/raft/pull/1084)) [@cjnolet](https://github.com/cjnolet)
- Ensure that we get the cuda version of faiss. ([#1078](https://github.com/rapidsai/raft/pull/1078)) [@vyasr](https://github.com/vyasr)
- Fix double definition error in ANN refinement header ([#1067](https://github.com/rapidsai/raft/pull/1067)) [@tfeher](https://github.com/tfeher)
- Specify correct global targets names to raft_export ([#1054](https://github.com/rapidsai/raft/pull/1054)) [@robertmaynard](https://github.com/robertmaynard)
- Fix concurrency issues in k-means++ initialization ([#1048](https://github.com/rapidsai/raft/pull/1048)) [@Nyrio](https://github.com/Nyrio)

## 📖 Documentation

- Adding small comms tutorial to docs ([#1204](https://github.com/rapidsai/raft/pull/1204)) [@cjnolet](https://github.com/cjnolet)
- Separating more namespaces into easier-to-consume sections ([#1091](https://github.com/rapidsai/raft/pull/1091)) [@cjnolet](https://github.com/cjnolet)
- Paying down some tech debt on docs, runtime API, and cython ([#1055](https://github.com/rapidsai/raft/pull/1055)) [@cjnolet](https://github.com/cjnolet)

## 🚀 New Features

- Add function to convert mdspan to a const view ([#1188](https://github.com/rapidsai/raft/pull/1188)) [@lowener](https://github.com/lowener)
- Internal library to share headers between test and bench ([#1162](https://github.com/rapidsai/raft/pull/1162)) [@achirkin](https://github.com/achirkin)
- Add public API and tests for hierarchical balanced k-means ([#1113](https://github.com/rapidsai/raft/pull/1113)) [@Nyrio](https://github.com/Nyrio)
- Export NCCL dependency as part of raft::distributed. ([#1077](https://github.com/rapidsai/raft/pull/1077)) [@vyasr](https://github.com/vyasr)
- Serialization of IVF Flat and IVF PQ ([#919](https://github.com/rapidsai/raft/pull/919)) [@tfeher](https://github.com/tfeher)

## 🛠️ Improvements

- Pin `dask` and `distributed` for release ([#1242](https://github.com/rapidsai/raft/pull/1242)) [@galipremsagar](https://github.com/galipremsagar)
- Update shared workflow branches ([#1241](https://github.com/rapidsai/raft/pull/1241)) [@ajschmidt8](https://github.com/ajschmidt8)
- Removing interruptible from basic handle sync. ([#1224](https://github.com/rapidsai/raft/pull/1224)) [@cjnolet](https://github.com/cjnolet)
- pre-commit: Update isort version to 5.12.0 ([#1215](https://github.com/rapidsai/raft/pull/1215)) [@wence-](https://github.com/wence-)
- Pin wheel dependencies to same RAPIDS release ([#1200](https://github.com/rapidsai/raft/pull/1200)) [@sevagh](https://github.com/sevagh)
- Serializer for mdspans ([#1173](https://github.com/rapidsai/raft/pull/1173)) [@hcho3](https://github.com/hcho3)
- Use CTK 118/cp310 branch of wheel workflows ([#1169](https://github.com/rapidsai/raft/pull/1169)) [@sevagh](https://github.com/sevagh)
- Enable shallow copy of `handle_t`'s resources with different workspace_resource ([#1165](https://github.com/rapidsai/raft/pull/1165)) [@cjnolet](https://github.com/cjnolet)
- Protect balanced k-means out-of-memory in some cases ([#1161](https://github.com/rapidsai/raft/pull/1161)) [@achirkin](https://github.com/achirkin)
- Use squeuclidean for metric name in ivf_pq python bindings ([#1160](https://github.com/rapidsai/raft/pull/1160)) [@benfred](https://github.com/benfred)
- ANN tests: make the min_recall check strict ([#1156](https://github.com/rapidsai/raft/pull/1156)) [@achirkin](https://github.com/achirkin)
- Make cutlass use static ctk ([#1155](https://github.com/rapidsai/raft/pull/1155)) [@sevagh](https://github.com/sevagh)
- Fix various build errors ([#1152](https://github.com/rapidsai/raft/pull/1152)) [@hcho3](https://github.com/hcho3)
- Remove faiss bfKnn call from fused_l2_knn unittest ([#1150](https://github.com/rapidsai/raft/pull/1150)) [@benfred](https://github.com/benfred)
- Fix `unary_op` docs and add `map_offset` as an improved version of `write_only_unary_op` ([#1149](https://github.com/rapidsai/raft/pull/1149)) [@Nyrio](https://github.com/Nyrio)
- Improvement of the math API wrappers ([#1146](https://github.com/rapidsai/raft/pull/1146)) [@Nyrio](https://github.com/Nyrio)
- Changing handle_t to device_resources everywhere ([#1140](https://github.com/rapidsai/raft/pull/1140)) [@cjnolet](https://github.com/cjnolet)
- Add L2SqrtExpanded support to ivf_pq ([#1138](https://github.com/rapidsai/raft/pull/1138)) [@benfred](https://github.com/benfred)
- Adding workspace resource ([#1137](https://github.com/rapidsai/raft/pull/1137)) [@cjnolet](https://github.com/cjnolet)
- Add raft::void_op functor ([#1136](https://github.com/rapidsai/raft/pull/1136)) [@ahendriksen](https://github.com/ahendriksen)
- IVF-PQ: tighten the test criteria ([#1135](https://github.com/rapidsai/raft/pull/1135)) [@achirkin](https://github.com/achirkin)
- Fix documentation author ([#1134](https://github.com/rapidsai/raft/pull/1134)) [@bdice](https://github.com/bdice)
- Add L2SqrtExpanded support to ivf_flat ANN indices ([#1133](https://github.com/rapidsai/raft/pull/1133)) [@benfred](https://github.com/benfred)
- Improvements in `matrix::gather`: test coverage, compilation errors, performance ([#1126](https://github.com/rapidsai/raft/pull/1126)) [@Nyrio](https://github.com/Nyrio)
- Adding ability to use an existing stream in the pylibraft Handle ([#1125](https://github.com/rapidsai/raft/pull/1125)) [@cjnolet](https://github.com/cjnolet)
- Remove faiss ANN code from knnIndex ([#1121](https://github.com/rapidsai/raft/pull/1121)) [@benfred](https://github.com/benfred)
- Update builds for CUDA `11.8` and Python `3.10` ([#1120](https://github.com/rapidsai/raft/pull/1120)) [@ajschmidt8](https://github.com/ajschmidt8)
- Update workflows for nightly tests ([#1119](https://github.com/rapidsai/raft/pull/1119)) [@ajschmidt8](https://github.com/ajschmidt8)
- Enable `Recently Updated` Check ([#1117](https://github.com/rapidsai/raft/pull/1117)) [@ajschmidt8](https://github.com/ajschmidt8)
- Build wheels alongside conda CI ([#1116](https://github.com/rapidsai/raft/pull/1116)) [@sevagh](https://github.com/sevagh)
- Allow host dataset for IVF-PQ ([#1114](https://github.com/rapidsai/raft/pull/1114)) [@tfeher](https://github.com/tfeher)
- Decoupling raft handle from underlying resources ([#1111](https://github.com/rapidsai/raft/pull/1111)) [@cjnolet](https://github.com/cjnolet)
- Fixing an index error introduced in PR #1109 ([#1110](https://github.com/rapidsai/raft/pull/1110)) [@vinaydes](https://github.com/vinaydes)
- Fixing the sample-without-replacement test failures ([#1109](https://github.com/rapidsai/raft/pull/1109)) [@vinaydes](https://github.com/vinaydes)
- Remove faiss dependency from fused_l2_knn.cuh, selection_faiss.cuh, ball_cover.cuh and haversine_distance.cuh ([#1108](https://github.com/rapidsai/raft/pull/1108)) [@benfred](https://github.com/benfred)
- Remove redundant operators in sparse/distance and move others to raft/core ([#1105](https://github.com/rapidsai/raft/pull/1105)) [@Nyrio](https://github.com/Nyrio)
- Speedup `make_blobs` by up to 2x by fixing inefficient kernel launch configuration ([#1100](https://github.com/rapidsai/raft/pull/1100)) [@Nyrio](https://github.com/Nyrio)
- Use `GenPC` (Permuted Congruential) as the default random number generator everywhere ([#1099](https://github.com/rapidsai/raft/pull/1099)) [@Nyrio](https://github.com/Nyrio)
- Cleanup faiss includes ([#1098](https://github.com/rapidsai/raft/pull/1098)) [@benfred](https://github.com/benfred)
- matrix::select_k: move selection and warp-sort primitives ([#1085](https://github.com/rapidsai/raft/pull/1085)) [@achirkin](https://github.com/achirkin)
- Exclude changelog from pre-commit spellcheck ([#1083](https://github.com/rapidsai/raft/pull/1083)) [@benfred](https://github.com/benfred)
- Add GitHub Actions Workflows. ([#1076](https://github.com/rapidsai/raft/pull/1076)) [@bdice](https://github.com/bdice)
- Adding uninstall option to build.sh ([#1075](https://github.com/rapidsai/raft/pull/1075)) [@cjnolet](https://github.com/cjnolet)
- Use doctest for testing python example docstrings ([#1073](https://github.com/rapidsai/raft/pull/1073)) [@benfred](https://github.com/benfred)
- Minor cython fixes / cleanup ([#1072](https://github.com/rapidsai/raft/pull/1072)) [@benfred](https://github.com/benfred)
- IVF-PQ: tweak launch configuration ([#1069](https://github.com/rapidsai/raft/pull/1069)) [@achirkin](https://github.com/achirkin)
- Unpin `dask` and `distributed` for development ([#1068](https://github.com/rapidsai/raft/pull/1068)) [@galipremsagar](https://github.com/galipremsagar)
- Bifurcate Dependency Lists ([#1065](https://github.com/rapidsai/raft/pull/1065)) [@ajschmidt8](https://github.com/ajschmidt8)
- Add support for 64bit svdeig ([#1060](https://github.com/rapidsai/raft/pull/1060)) [@lowener](https://github.com/lowener)
- switch mma instruction shape to 1684 from current 1688 for 3xTF32 L2/cosine kernel ([#1057](https://github.com/rapidsai/raft/pull/1057)) [@mdoijade](https://github.com/mdoijade)
- Make IVF-PQ build index in batches when necessary ([#1056](https://github.com/rapidsai/raft/pull/1056)) [@achirkin](https://github.com/achirkin)
- Remove unused setuputils modules ([#1053](https://github.com/rapidsai/raft/pull/1053)) [@vyasr](https://github.com/vyasr)
- Branch 23.02 merge 22.12 ([#1051](https://github.com/rapidsai/raft/pull/1051)) [@benfred](https://github.com/benfred)
- Shared-memory-cached kernel for `reduce_cols_by_key` to limit atomic conflicts ([#1050](https://github.com/rapidsai/raft/pull/1050)) [@Nyrio](https://github.com/Nyrio)
- Unify use of common functors ([#1049](https://github.com/rapidsai/raft/pull/1049)) [@Nyrio](https://github.com/Nyrio)
- Replace k-means++ CPU bottleneck with a `random::discrete` prim ([#1039](https://github.com/rapidsai/raft/pull/1039)) [@Nyrio](https://github.com/Nyrio)
- Add python bindings for kmeans fit ([#1016](https://github.com/rapidsai/raft/pull/1016)) [@benfred](https://github.com/benfred)
- Add MaskedL2NN ([#838](https://github.com/rapidsai/raft/pull/838)) [@ahendriksen](https://github.com/ahendriksen)
- Move contractions tiling logic outside of Contractions_NT ([#837](https://github.com/rapidsai/raft/pull/837)) [@ahendriksen](https://github.com/ahendriksen)

# raft 22.12.00 (8 Dec 2022)

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