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Merge pull request #2527 from rapidsai/branch-24.12
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Forward-merge branch-24.12 into branch-25.02
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GPUtester authored Dec 11, 2024
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# raft 24.12.00 (11 Dec 2024)

## 🚨 Breaking Changes

- Do not initialize the pinned mdarray at construction time ([#2478](https://github.com/rapidsai/raft/pull/2478)) [@achirkin](https://github.com/achirkin)

## 🐛 Bug Fixes

- Skip gtests for new lanczos solver when CUDA version is 11.4 or below. ([#2520](https://github.com/rapidsai/raft/pull/2520)) [@cjnolet](https://github.com/cjnolet)
- Switch `assert` to `static_assert` ([#2510](https://github.com/rapidsai/raft/pull/2510)) [@divyegala](https://github.com/divyegala)
- Revert use of new Lanczos solver in spectral clustering ([#2507](https://github.com/rapidsai/raft/pull/2507)) [@lowener](https://github.com/lowener)
- Put a ceiling on cuda-python ([#2486](https://github.com/rapidsai/raft/pull/2486)) [@bdice](https://github.com/bdice)
- Don't presume pointers location infers usability. ([#2480](https://github.com/rapidsai/raft/pull/2480)) [@robertmaynard](https://github.com/robertmaynard)
- Use Python for sccache hit rate computation. ([#2474](https://github.com/rapidsai/raft/pull/2474)) [@bdice](https://github.com/bdice)
- Allow compilation with CUDA 12.6.1 ([#2469](https://github.com/rapidsai/raft/pull/2469)) [@robertmaynard](https://github.com/robertmaynard)

## 🚀 New Features

- [FEA] Lanczos solver v2 ([#2481](https://github.com/rapidsai/raft/pull/2481)) [@lowener](https://github.com/lowener)

## 🛠️ Improvements

- Skip gtests for Rmat Lanczos tests with cuda <= 11.4 ([#2525](https://github.com/rapidsai/raft/pull/2525)) [@benfred](https://github.com/benfred)
- Upgrade to latest cutlass version ([#2503](https://github.com/rapidsai/raft/pull/2503)) [@vyasr](https://github.com/vyasr)
- Removing some left over places where implicit instantiations were being ignored in headers ([#2501](https://github.com/rapidsai/raft/pull/2501)) [@cjnolet](https://github.com/cjnolet)
- Remove leftover template project code. ([#2500](https://github.com/rapidsai/raft/pull/2500)) [@bdice](https://github.com/bdice)
- 2412 remove libraft vss instantiations ([#2498](https://github.com/rapidsai/raft/pull/2498)) [@cjnolet](https://github.com/cjnolet)
- Remove raft-ann-bench ([#2497](https://github.com/rapidsai/raft/pull/2497)) [@cjnolet](https://github.com/cjnolet)
- Pin FAISS Version for raft-ann-bench ([#2496](https://github.com/rapidsai/raft/pull/2496)) [@tarang-jain](https://github.com/tarang-jain)
- enforce wheel size limits and README formatting in CI, put a ceiling on Cython dependency ([#2490](https://github.com/rapidsai/raft/pull/2490)) [@jameslamb](https://github.com/jameslamb)
- Do not initialize the pinned mdarray at construction time ([#2478](https://github.com/rapidsai/raft/pull/2478)) [@achirkin](https://github.com/achirkin)
- Use environment variables in cache hit rate computation. ([#2475](https://github.com/rapidsai/raft/pull/2475)) [@bdice](https://github.com/bdice)
- devcontainer: replace `VAULT_HOST` with `AWS_ROLE_ARN` ([#2472](https://github.com/rapidsai/raft/pull/2472)) [@jjacobelli](https://github.com/jjacobelli)
- print sccache stats in builds ([#2470](https://github.com/rapidsai/raft/pull/2470)) [@jameslamb](https://github.com/jameslamb)
- make package installations in CI stricter ([#2467](https://github.com/rapidsai/raft/pull/2467)) [@jameslamb](https://github.com/jameslamb)
- Prune workflows based on changed files ([#2466](https://github.com/rapidsai/raft/pull/2466)) [@KyleFromNVIDIA](https://github.com/KyleFromNVIDIA)
- Merge branch-24.10 into branch-24.12 ([#2461](https://github.com/rapidsai/raft/pull/2461)) [@jameslamb](https://github.com/jameslamb)
- Update all rmm imports to use pylibrmm/librmm ([#2451](https://github.com/rapidsai/raft/pull/2451)) [@Matt711](https://github.com/Matt711)

# raft 24.10.00 (9 Oct 2024)

## 🚨 Breaking Changes
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