update changelog

CHANGELOG.md

@@ -1,6 +1,43 @@
-# raft 21.08.00 (Date TBD)
+# raft 21.08.00 (4 Aug 2021)
 
-Please see https://github.com/rapidsai/raft/releases/tag/v21.08.00a for the latest changes to this development branch.
+## 🚨 Breaking Changes
+
+- expose epsilon parameter to allow precision to to be specified ([#275](https://github.com/rapidsai/raft/pull/275)) [@ChuckHastings](https://github.com/ChuckHastings)
+
+## 🐛 Bug Fixes
+
+- Fix support for different input and output types in linalg::reduce ([#296](https://github.com/rapidsai/raft/pull/296)) [@Nyrio](https://github.com/Nyrio)
+- Const raft handle in sparse bfknn ([#280](https://github.com/rapidsai/raft/pull/280)) [@cjnolet](https://github.com/cjnolet)
+- Add `cuco::cuco` to list of linked libraries ([#279](https://github.com/rapidsai/raft/pull/279)) [@trxcllnt](https://github.com/trxcllnt)
+- Use nested include in destination of install headers to avoid docker permission issues ([#263](https://github.com/rapidsai/raft/pull/263)) [@dantegd](https://github.com/dantegd)
+- Update UCX-Py version to 0.21 ([#255](https://github.com/rapidsai/raft/pull/255)) [@pentschev](https://github.com/pentschev)
+- Fix mst knn test build failure due to RMM device_buffer change ([#253](https://github.com/rapidsai/raft/pull/253)) [@mdoijade](https://github.com/mdoijade)
+
+## 🚀 New Features
+
+- Add chebyshev, canberra, minkowksi and hellinger distance metrics ([#276](https://github.com/rapidsai/raft/pull/276)) [@mdoijade](https://github.com/mdoijade)
+- Move FAISS ANN wrappers to RAFT ([#265](https://github.com/rapidsai/raft/pull/265)) [@cjnolet](https://github.com/cjnolet)
+- Remaining sparse semiring distances ([#261](https://github.com/rapidsai/raft/pull/261)) [@cjnolet](https://github.com/cjnolet)
+- removing divye from codeowners ([#257](https://github.com/rapidsai/raft/pull/257)) [@divyegala](https://github.com/divyegala)
+
+## 🛠️ Improvements
+
+- Pinning cuco to a specific commit hash for release ([#304](https://github.com/rapidsai/raft/pull/304)) [@rlratzel](https://github.com/rlratzel)
+- Pin max `dask` & `distributed` versions ([#301](https://github.com/rapidsai/raft/pull/301)) [@galipremsagar](https://github.com/galipremsagar)
+- Overlap epilog compute with ldg of next grid stride in pairwise distance & fusedL2NN kernels ([#292](https://github.com/rapidsai/raft/pull/292)) [@mdoijade](https://github.com/mdoijade)
+- Always add faiss library alias if it's missing ([#287](https://github.com/rapidsai/raft/pull/287)) [@trxcllnt](https://github.com/trxcllnt)
+- Use `NVIDIA/cuCollections` repo again ([#284](https://github.com/rapidsai/raft/pull/284)) [@trxcllnt](https://github.com/trxcllnt)
+- Use the 21.08 branch of rapids-cmake as rmm requires it ([#278](https://github.com/rapidsai/raft/pull/278)) [@robertmaynard](https://github.com/robertmaynard)
+- expose epsilon parameter to allow precision to to be specified ([#275](https://github.com/rapidsai/raft/pull/275)) [@ChuckHastings](https://github.com/ChuckHastings)
+- Fix `21.08` forward-merge conflicts ([#274](https://github.com/rapidsai/raft/pull/274)) [@ajschmidt8](https://github.com/ajschmidt8)
+- Add lds and sts inline ptx instructions to force vector instruction generation ([#273](https://github.com/rapidsai/raft/pull/273)) [@mdoijade](https://github.com/mdoijade)
+- Move ANN to RAFT (additional updates) ([#270](https://github.com/rapidsai/raft/pull/270)) [@cjnolet](https://github.com/cjnolet)
+- Sparse semirings cleanup + hash table & batching strategies ([#269](https://github.com/rapidsai/raft/pull/269)) [@divyegala](https://github.com/divyegala)
+- Revert "pin dask versions in CI ([#260)" (#264](https://github.com/rapidsai/raft/pull/260)" (#264)) [@ajschmidt8](https://github.com/ajschmidt8)
+- Pass stream to device_scalar::value() calls. ([#259](https://github.com/rapidsai/raft/pull/259)) [@harrism](https://github.com/harrism)
+- Update get_rmm.cmake to better support CalVer ([#258](https://github.com/rapidsai/raft/pull/258)) [@harrism](https://github.com/harrism)
+- Add Grid stride pairwise dist and fused L2 NN kernels ([#250](https://github.com/rapidsai/raft/pull/250)) [@mdoijade](https://github.com/mdoijade)
+- Fix merge conflicts ([#236](https://github.com/rapidsai/raft/pull/236)) [@ajschmidt8](https://github.com/ajschmidt8)
 
 # raft 21.06.00 (9 Jun 2021)