remove faiss from cuml #5293
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remove faiss from cuml #5293
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Co-authored-by: Dante Gama Dessavre <[email protected]>
Remove faiss from cuml, by changing the mutual reachability code to use the new tiled_brute_force_knn code in RAFT - instead of using faiss calls
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ajschmidt8
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Mar 22, 2023
cjnolet
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Mar 23, 2023
| // or __host__ __device__ lambda` | ||
| auto post_process = ReachabilityPostProcess<value_t>{handle, core_dists, alpha}; | ||
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| raft::neighbors::detail::tiled_brute_force_knn(handle, |
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We can even set an identity_op for the default epilogue setting here just so we instantiate that by default.
cjnolet
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Mar 25, 2023
| @@ -47,7 +47,6 @@ HELP="$0 [<target> ...] [<flag> ...] | |||
| and profiling enabled (WARNING: Impacts performance) | |||
| --ccache - Use ccache to cache previous compilations | |||
| --nocloneraft - CMake will clone RAFT even if it is in the environment, use this flag to disable that behavior | |||
| --static-faiss - Force CMake to use the FAISS static libs, cloning and building them if necessary | |||
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Mar 28, 2023
Add the ability for a user to specify an epilogue function to run after the distance in the brute_force::knn call. This lets us remove faiss from cuml, by updating the hdbscan reachability code (rapidsai/cuml#5293) Authors: - Ben Frederickson (https://github.com/benfred) - Corey J. Nolet (https://github.com/cjnolet) Approvers: - Corey J. Nolet (https://github.com/cjnolet) URL: #1371
cjnolet
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Mar 28, 2023
|
/merge |
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Remove faiss from cuml, by changing the mutual reachability code to use the new
tiled_brute_force_knn code in RAFT - instead of using faiss calls