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ajschmidt8 committed Feb 28, 2022
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# raft 22.02.00 (2 Feb 2022)

## 🚨 Beaking Changes
## 🚨 Breaking Changes

- Simplify aft component CMake logic, and allow compilation without FAISS ([#428](https://github.com/rapidsai/raft/pull/428)) [@obetmaynad](https://github.com/obetmaynad)
- One cudaSteam_t instance pe aft::handle_t ([#291](https://github.com/rapidsai/raft/pull/291)) [@divyegala](https://github.com/divyegala)
- Simplify raft component CMake logic, and allow compilation without FAISS ([#428](https://github.com/rapidsai/raft/pull/428)) [@robertmaynard](https://github.com/robertmaynard)
- One cudaStream_t instance per raft::handle_t ([#291](https://github.com/rapidsai/raft/pull/291)) [@divyegala](https://github.com/divyegala)

## 🐛 Bug Fixes

- Removing exta logging fom faiss m ([#463](https://github.com/rapidsai/raft/pull/463)) [@cjnolet](https://github.com/cjnolet)
- Pin `dask` & `distibuted` vesions ([#455](https://github.com/rapidsai/raft/pull/455)) [@galipemsaga](https://github.com/galipemsaga)
- Replace RMM CUDA Python bindings with those povided by CUDA-Python ([#451](https://github.com/rapidsai/raft/pull/451)) [@shwina](https://github.com/shwina)
- Fix comms memoy leak ([#436](https://github.com/rapidsai/raft/pull/436)) [@seunghwak](https://github.com/seunghwak)
- Fix C++ doxygen documentation ([#426](https://github.com/rapidsai/raft/pull/426)) [@achikin](https://github.com/achikin)
- Fix clang-fomat style eos ([#425](https://github.com/rapidsai/raft/pull/425)) [@achikin](https://github.com/achikin)
- Fix using incoect maco RAFT_CHECK_CUDA in place of RAFT_CUDA_TRY ([#415](https://github.com/rapidsai/raft/pull/415)) [@achikin](https://github.com/achikin)
- Fix CUDA_CHECK_NO_THROW compatibility define ([#414](https://github.com/rapidsai/raft/pull/414)) [@zbjonson](https://github.com/zbjonson)
- Disabling fused l2 knn fom bfknn ([#407](https://github.com/rapidsai/raft/pull/407)) [@cjnolet](https://github.com/cjnolet)
- Removing extra logging from faiss mr ([#463](https://github.com/rapidsai/raft/pull/463)) [@cjnolet](https://github.com/cjnolet)
- Pin `dask` & `distributed` versions ([#455](https://github.com/rapidsai/raft/pull/455)) [@galipremsagar](https://github.com/galipremsagar)
- Replace RMM CUDA Python bindings with those provided by CUDA-Python ([#451](https://github.com/rapidsai/raft/pull/451)) [@shwina](https://github.com/shwina)
- Fix comms memory leak ([#436](https://github.com/rapidsai/raft/pull/436)) [@seunghwak](https://github.com/seunghwak)
- Fix C++ doxygen documentation ([#426](https://github.com/rapidsai/raft/pull/426)) [@achirkin](https://github.com/achirkin)
- Fix clang-format style errors ([#425](https://github.com/rapidsai/raft/pull/425)) [@achirkin](https://github.com/achirkin)
- Fix using incorrect macro RAFT_CHECK_CUDA in place of RAFT_CUDA_TRY ([#415](https://github.com/rapidsai/raft/pull/415)) [@achirkin](https://github.com/achirkin)
- Fix CUDA_CHECK_NO_THROW compatibility define ([#414](https://github.com/rapidsai/raft/pull/414)) [@zbjornson](https://github.com/zbjornson)
- Disabling fused l2 knn from bfknn ([#407](https://github.com/rapidsai/raft/pull/407)) [@cjnolet](https://github.com/cjnolet)
- Disabling expanded fused l2 knn to unblock cuml CI ([#404](https://github.com/rapidsai/raft/pull/404)) [@cjnolet](https://github.com/cjnolet)
- Reveting default knn distance to L2Unexpanded fo now. ([#403](https://github.com/rapidsai/raft/pull/403)) [@cjnolet](https://github.com/cjnolet)
- Reverting default knn distance to L2Unexpanded for now. ([#403](https://github.com/rapidsai/raft/pull/403)) [@cjnolet](https://github.com/cjnolet)

## 📖 Documentation

- README and build fixes befoe elease ([#459](https://github.com/rapidsai/raft/pull/459)) [@cjnolet](https://github.com/cjnolet)
- README and build fixes before release ([#459](https://github.com/rapidsai/raft/pull/459)) [@cjnolet](https://github.com/cjnolet)
- Updates to Python and C++ Docs ([#442](https://github.com/rapidsai/raft/pull/442)) [@cjnolet](https://github.com/cjnolet)

## 🚀 New Featues
## 🚀 New Features

- eo macos: detemining buffe size instead of fixed 2048 chas ([#420](https://github.com/rapidsai/raft/pull/420)) [@MatthiasKohl](https://github.com/MatthiasKohl)
- NVTX ange helpes ([#416](https://github.com/rapidsai/raft/pull/416)) [@achikin](https://github.com/achikin)
- error macros: determining buffer size instead of fixed 2048 chars ([#420](https://github.com/rapidsai/raft/pull/420)) [@MatthiasKohl](https://github.com/MatthiasKohl)
- NVTX range helpers ([#416](https://github.com/rapidsai/raft/pull/416)) [@achirkin](https://github.com/achirkin)

## 🛠️ Impovements
## 🛠️ Improvements

- Splitting fused l2 knn specializations ([#461](https://github.com/rapidsai/raft/pull/461)) [@cjnolet](https://github.com/cjnolet)
- Update cuCollection git tag ([#447](https://github.com/rapidsai/raft/pull/447)) [@seunghwak](https://github.com/seunghwak)
- Remove libcudacxx patch needed fo nvcc 11.4 ([#446](https://github.com/rapidsai/raft/pull/446)) [@obetmaynad](https://github.com/obetmaynad)
- Unpin `dask` and `distibuted` ([#440](https://github.com/rapidsai/raft/pull/440)) [@galipemsaga](https://github.com/galipemsaga)
- Public apis fo emainde of matix and stats ([#438](https://github.com/rapidsai/raft/pull/438)) [@divyegala](https://github.com/divyegala)
- Fix bug in poduce-consume buffe exchange which occus in UMAP test on GV100 ([#429](https://github.com/rapidsai/raft/pull/429)) [@mdoijade](https://github.com/mdoijade)
- Simplify aft component CMake logic, and allow compilation without FAISS ([#428](https://github.com/rapidsai/raft/pull/428)) [@obetmaynad](https://github.com/obetmaynad)
- Update ucx-py vesion on elease using vc ([#422](https://github.com/rapidsai/raft/pull/422)) [@Ethyling](https://github.com/Ethyling)
- Disabling fused l2 knn again. Not sue how this got added back. ([#421](https://github.com/rapidsai/raft/pull/421)) [@cjnolet](https://github.com/cjnolet)
- Adding no thow maco vaiants ([#417](https://github.com/rapidsai/raft/pull/417)) [@cjnolet](https://github.com/cjnolet)
- Remove `IncludeCategoies` fom `.clang-fomat` ([#412](https://github.com/rapidsai/raft/pull/412)) [@codeepot](https://github.com/codeepot)
- fix nan issues in L2 expanded sqt KNN distances ([#411](https://github.com/rapidsai/raft/pull/411)) [@mdoijade](https://github.com/mdoijade)
- Consistent enaming of CHECK_CUDA and *_TRY macos ([#410](https://github.com/rapidsai/raft/pull/410)) [@cjnolet](https://github.com/cjnolet)
- Faste matix-vecto-ops ([#401](https://github.com/rapidsai/raft/pull/401)) [@achikin](https://github.com/achikin)
- Adding dev conda envionment files. ([#397](https://github.com/rapidsai/raft/pull/397)) [@cjnolet](https://github.com/cjnolet)
- Remove libcudacxx patch needed for nvcc 11.4 ([#446](https://github.com/rapidsai/raft/pull/446)) [@robertmaynard](https://github.com/robertmaynard)
- Unpin `dask` and `distributed` ([#440](https://github.com/rapidsai/raft/pull/440)) [@galipremsagar](https://github.com/galipremsagar)
- Public apis for remainder of matrix and stats ([#438](https://github.com/rapidsai/raft/pull/438)) [@divyegala](https://github.com/divyegala)
- Fix bug in producer-consumer buffer exchange which occurs in UMAP test on GV100 ([#429](https://github.com/rapidsai/raft/pull/429)) [@mdoijade](https://github.com/mdoijade)
- Simplify raft component CMake logic, and allow compilation without FAISS ([#428](https://github.com/rapidsai/raft/pull/428)) [@robertmaynard](https://github.com/robertmaynard)
- Update ucx-py version on release using rvc ([#422](https://github.com/rapidsai/raft/pull/422)) [@Ethyling](https://github.com/Ethyling)
- Disabling fused l2 knn again. Not sure how this got added back. ([#421](https://github.com/rapidsai/raft/pull/421)) [@cjnolet](https://github.com/cjnolet)
- Adding no throw macro variants ([#417](https://github.com/rapidsai/raft/pull/417)) [@cjnolet](https://github.com/cjnolet)
- Remove `IncludeCategories` from `.clang-format` ([#412](https://github.com/rapidsai/raft/pull/412)) [@codereport](https://github.com/codereport)
- fix nan issues in L2 expanded sqrt KNN distances ([#411](https://github.com/rapidsai/raft/pull/411)) [@mdoijade](https://github.com/mdoijade)
- Consistent renaming of CHECK_CUDA and *_TRY macros ([#410](https://github.com/rapidsai/raft/pull/410)) [@cjnolet](https://github.com/cjnolet)
- Faster matrix-vector-ops ([#401](https://github.com/rapidsai/raft/pull/401)) [@achirkin](https://github.com/achirkin)
- Adding dev conda environment files. ([#397](https://github.com/rapidsai/raft/pull/397)) [@cjnolet](https://github.com/cjnolet)
- Update to UCX-Py 0.24 ([#392](https://github.com/rapidsai/raft/pull/392)) [@pentschev](https://github.com/pentschev)
- Banch 21.12 mege 22.02 ([#386](https://github.com/rapidsai/raft/pull/386)) [@cjnolet](https://github.com/cjnolet)
- Hiding implementation details fo spase API ([#381](https://github.com/rapidsai/raft/pull/381)) [@cjnolet](https://github.com/cjnolet)
- Branch 21.12 merge 22.02 ([#386](https://github.com/rapidsai/raft/pull/386)) [@cjnolet](https://github.com/cjnolet)
- Hiding implementation details for sparse API ([#381](https://github.com/rapidsai/raft/pull/381)) [@cjnolet](https://github.com/cjnolet)
- Adding distance specializations ([#376](https://github.com/rapidsai/raft/pull/376)) [@cjnolet](https://github.com/cjnolet)
- Use FAISS with RMM ([#363](https://github.com/rapidsai/raft/pull/363)) [@viclafague](https://github.com/viclafague)
- Add Fused L2 Expanded KNN kenel ([#339](https://github.com/rapidsai/raft/pull/339)) [@mdoijade](https://github.com/mdoijade)
- Update `.clang-fomat` to be consistent with all othe RAPIDS epos ([#300](https://github.com/rapidsai/raft/pull/300)) [@codeepot](https://github.com/codeepot)
- One cudaSteam_t instance pe aft::handle_t ([#291](https://github.com/rapidsai/raft/pull/291)) [@divyegala](https://github.com/divyegala)
- Use FAISS with RMM ([#363](https://github.com/rapidsai/raft/pull/363)) [@viclafargue](https://github.com/viclafargue)
- Add Fused L2 Expanded KNN kernel ([#339](https://github.com/rapidsai/raft/pull/339)) [@mdoijade](https://github.com/mdoijade)
- Update `.clang-format` to be consistent with all other RAPIDS repos ([#300](https://github.com/rapidsai/raft/pull/300)) [@codereport](https://github.com/codereport)
- One cudaStream_t instance per raft::handle_t ([#291](https://github.com/rapidsai/raft/pull/291)) [@divyegala](https://github.com/divyegala)

# raft 21.12.00 (9 Dec 2021)

## 🚨 Breaking Changes

- Use 64 bit CuSolver API for Eigen decomposition ([#349](https://github.com/rapidsai/raft/pull/349)) [@lowener](https://github.com/lowener)
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