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raydouglass committed Feb 12, 2024
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# raft 24.02.00 (12 Feb 2024)

## 🚨 Breaking Changes

- Switch to scikit-build-core ([#2051](https://github.com/rapidsai/raft/pull/2051)) [@vyasr](https://github.com/vyasr)
- Update to CCCL 2.2.0. ([#2049](https://github.com/rapidsai/raft/pull/2049)) [@bdice](https://github.com/bdice)
- Update `raft-ann-bench` output filenames and add features to plotting ([#2043](https://github.com/rapidsai/raft/pull/2043)) [@divyegala](https://github.com/divyegala)
- Remove selection_faiss ([#2027](https://github.com/rapidsai/raft/pull/2027)) [@benfred](https://github.com/benfred)

## 🐛 Bug Fixes

- fix is_row/col_order for strided layouts ([#2173](https://github.com/rapidsai/raft/pull/2173)) [@mfoerste4](https://github.com/mfoerste4)
- Fix failing C++ tests and revert #2097, #2085. ([#2168](https://github.com/rapidsai/raft/pull/2168)) [@cjnolet](https://github.com/cjnolet)
- Exclude tests from builds ([#2162](https://github.com/rapidsai/raft/pull/2162)) [@vyasr](https://github.com/vyasr)
- [HOTFIX] 24.02 Revert Random Sampling ([#2144](https://github.com/rapidsai/raft/pull/2144)) [@cjnolet](https://github.com/cjnolet)
- Pin to pytest 7. ([#2137](https://github.com/rapidsai/raft/pull/2137)) [@bdice](https://github.com/bdice)
- Conditionally include `hnsw` wrapper source in CMake ([#2135](https://github.com/rapidsai/raft/pull/2135)) [@divyegala](https://github.com/divyegala)
- [BUG] Fix `SPMM` strided view ([#2124](https://github.com/rapidsai/raft/pull/2124)) [@lowener](https://github.com/lowener)
- Fixing small bug in CUSPARSE spmm w/ CUDA 12.2 ([#2117](https://github.com/rapidsai/raft/pull/2117)) [@cjnolet](https://github.com/cjnolet)
- [BUG] Fix `num_cta_per_query` div ([#2107](https://github.com/rapidsai/raft/pull/2107)) [@lowener](https://github.com/lowener)
- Remove extraneous host pinnings from libraft-headers-only. ([#2102](https://github.com/rapidsai/raft/pull/2102)) [@bdice](https://github.com/bdice)
- Remove unneeded CI symbol excludes ([#2098](https://github.com/rapidsai/raft/pull/2098)) [@robertmaynard](https://github.com/robertmaynard)
- Properly taking ownership of nccl subcomm (and destroying it) ([#2094](https://github.com/rapidsai/raft/pull/2094)) [@cjnolet](https://github.com/cjnolet)
- Fix `max_queries` for CAGRA ([#2081](https://github.com/rapidsai/raft/pull/2081)) [@lowener](https://github.com/lowener)
- Fix compile failure on RTX 4090 ([#2076](https://github.com/rapidsai/raft/pull/2076)) [@JieFengWang](https://github.com/JieFengWang)
- Fix a crash in FAISS benchmark wrapper introduced in #2021 ([#2062](https://github.com/rapidsai/raft/pull/2062)) [@achirkin](https://github.com/achirkin)
- Correct function that wasn't returning a value ([#2045](https://github.com/rapidsai/raft/pull/2045)) [@robertmaynard](https://github.com/robertmaynard)
- Fixing small bug in raft-ann-bench ([#2041](https://github.com/rapidsai/raft/pull/2041)) [@cjnolet](https://github.com/cjnolet)
- Make device_resources accessed from device_resources_manager thread-safe ([#2030](https://github.com/rapidsai/raft/pull/2030)) [@wphicks](https://github.com/wphicks)
- Fix ann-bench multithreading ([#2021](https://github.com/rapidsai/raft/pull/2021)) [@achirkin](https://github.com/achirkin)
- Fix `ci/checks/copyright.py` to mirror RAPIDS reference ([#2008](https://github.com/rapidsai/raft/pull/2008)) [@divyegala](https://github.com/divyegala)
- Fix pyproject versions ([#2002](https://github.com/rapidsai/raft/pull/2002)) [@vyasr](https://github.com/vyasr)

## 📖 Documentation

- Adding license info for wiki-all dataset ([#2129](https://github.com/rapidsai/raft/pull/2129)) [@cjnolet](https://github.com/cjnolet)
- [DOC] Documentation updates for release 24.02 ([#2093](https://github.com/rapidsai/raft/pull/2093)) [@cjnolet](https://github.com/cjnolet)
- Fix errors with ingroup exposed by doxygen 1.10 ([#2079](https://github.com/rapidsai/raft/pull/2079)) [@wphicks](https://github.com/wphicks)
- Fix a typo ([#2070](https://github.com/rapidsai/raft/pull/2070)) [@narangvivek10](https://github.com/narangvivek10)
- Add usage example for brute_force::build ([#2029](https://github.com/rapidsai/raft/pull/2029)) [@benfred](https://github.com/benfred)
- Add filtering to vector search tutorial ([#1996](https://github.com/rapidsai/raft/pull/1996)) [@lowener](https://github.com/lowener)

## 🚀 New Features

- Update to use rapids-cmake for all deps ([#2096](https://github.com/rapidsai/raft/pull/2096)) [@robertmaynard](https://github.com/robertmaynard)
- Add IVF-PQ example into the template project ([#2091](https://github.com/rapidsai/raft/pull/2091)) [@achirkin](https://github.com/achirkin)
- Support for fp16 in CAGRA and IVF-PQ ([#2085](https://github.com/rapidsai/raft/pull/2085)) [@achirkin](https://github.com/achirkin)
- Add random subsampling for IVF methods ([#2077](https://github.com/rapidsai/raft/pull/2077)) [@tfeher](https://github.com/tfeher)
- Update `raft-ann-bench` output filenames and add features to plotting ([#2043](https://github.com/rapidsai/raft/pull/2043)) [@divyegala](https://github.com/divyegala)
- Add brute_force index serialization ([#2036](https://github.com/rapidsai/raft/pull/2036)) [@wphicks](https://github.com/wphicks)
- Add eps-neighbor search via RBC ([#2028](https://github.com/rapidsai/raft/pull/2028)) [@mfoerste4](https://github.com/mfoerste4)
- `libraft` and `pylibraft` API for CAGRA build and HNSW search ([#2022](https://github.com/rapidsai/raft/pull/2022)) [@divyegala](https://github.com/divyegala)
- Export Pareto frontier in `raft-ann-bench.data_export` ([#2009](https://github.com/rapidsai/raft/pull/2009)) [@divyegala](https://github.com/divyegala)
- Implement maybe-owning multi-dimensional container (mdbuffer) ([#1999](https://github.com/rapidsai/raft/pull/1999)) [@wphicks](https://github.com/wphicks)
- Add support for 1024+ dim vectors in CAGRA search ([#1994](https://github.com/rapidsai/raft/pull/1994)) [@enp1s0](https://github.com/enp1s0)
- Replace GEMM backend: cublas.gemm -> cublaslt.matmul ([#1736](https://github.com/rapidsai/raft/pull/1736)) [@achirkin](https://github.com/achirkin)

## 🛠️ Improvements

- Remove get_mem_info functions from RAFT custom memory resources ([#2108](https://github.com/rapidsai/raft/pull/2108)) [@harrism](https://github.com/harrism)
- Replace call to mr::get_mem_info() ([#2099](https://github.com/rapidsai/raft/pull/2099)) [@harrism](https://github.com/harrism)
- Allow topk larger than 1024 in CAGRA ([#2097](https://github.com/rapidsai/raft/pull/2097)) [@benfred](https://github.com/benfred)
- Remove usages of rapids-env-update ([#2095](https://github.com/rapidsai/raft/pull/2095)) [@KyleFromNVIDIA](https://github.com/KyleFromNVIDIA)
- Provide explicit pool size for pool_memory_resources and clean up includes ([#2088](https://github.com/rapidsai/raft/pull/2088)) [@harrism](https://github.com/harrism)
- refactor CUDA versions in dependencies.yaml ([#2086](https://github.com/rapidsai/raft/pull/2086)) [@jameslamb](https://github.com/jameslamb)
- ANN bench fix latency measurement overhead ([#2084](https://github.com/rapidsai/raft/pull/2084)) [@tfeher](https://github.com/tfeher)
- Remove hardcoded limit in `print_results` function ([#2080](https://github.com/rapidsai/raft/pull/2080)) [@narangvivek10](https://github.com/narangvivek10)
- [FEA] Add support for SDDMM by wrapping the cusparseSDDMM ([#2067) (#2067](https://github.com/rapidsai/raft/pull/2067) (#2067)) [@rhdong](https://github.com/rhdong)
- Benchmark brute force knn ([#2063](https://github.com/rapidsai/raft/pull/2063)) [@benfred](https://github.com/benfred)
- [BUG] fix empty initialization of device_ndarray in pylibraft ([#2061](https://github.com/rapidsai/raft/pull/2061)) [@mfoerste4](https://github.com/mfoerste4)
- Improve parallelism of refine host ([#2059](https://github.com/rapidsai/raft/pull/2059)) [@anaruse](https://github.com/anaruse)
- Subsampling for IVF-PQ codebook generation ([#2052](https://github.com/rapidsai/raft/pull/2052)) [@abc99lr](https://github.com/abc99lr)
- Switch to scikit-build-core ([#2051](https://github.com/rapidsai/raft/pull/2051)) [@vyasr](https://github.com/vyasr)
- Update to CCCL 2.2.0. ([#2049](https://github.com/rapidsai/raft/pull/2049)) [@bdice](https://github.com/bdice)
- Use cuda::proclaim_return_type on device lambda. ([#2048](https://github.com/rapidsai/raft/pull/2048)) [@bdice](https://github.com/bdice)
- Removing code that explicitly compares equality of rmm memory resources ([#2047](https://github.com/rapidsai/raft/pull/2047)) [@cjnolet](https://github.com/cjnolet)
- Add public enum for select-k algorithm selection ([#2046](https://github.com/rapidsai/raft/pull/2046)) [@benfred](https://github.com/benfred)
- Update dependencies.yaml to new pip index ([#2042](https://github.com/rapidsai/raft/pull/2042)) [@vyasr](https://github.com/vyasr)
- Remove RAFT_BUILD_WHEELS and standardize Python builds ([#2040](https://github.com/rapidsai/raft/pull/2040)) [@vyasr](https://github.com/vyasr)
- Fix ucx-py version pinning in dependencies.yaml. ([#2035](https://github.com/rapidsai/raft/pull/2035)) [@bdice](https://github.com/bdice)
- [REVIEW] Fix typos in parameter tuning guide ([#2034](https://github.com/rapidsai/raft/pull/2034)) [@abc99lr](https://github.com/abc99lr)
- Add AIR-Top-k reference ([#2031](https://github.com/rapidsai/raft/pull/2031)) [@tfeher](https://github.com/tfeher)
- Remove selection_faiss ([#2027](https://github.com/rapidsai/raft/pull/2027)) [@benfred](https://github.com/benfred)
- Fixing json parse error in `raft-ann-bench.data_export` ([#2025](https://github.com/rapidsai/raft/pull/2025)) [@cjnolet](https://github.com/cjnolet)
- Updating cagra build constraint ([#2016](https://github.com/rapidsai/raft/pull/2016)) [@cjnolet](https://github.com/cjnolet)
- Update to fmt 10.1.1 and spdlog 1.12.0. ([#1957](https://github.com/rapidsai/raft/pull/1957)) [@bdice](https://github.com/bdice)
- Enable host dataset for IVF-Flat ([#1635](https://github.com/rapidsai/raft/pull/1635)) [@tfeher](https://github.com/tfeher)
- add half/bfloat support to myInf and abs ([#1592](https://github.com/rapidsai/raft/pull/1592)) [@Kh4ster](https://github.com/Kh4ster)

# raft 23.12.00 (6 Dec 2023)

## 🐛 Bug Fixes
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