Summary:
Remove the dependency on `raft::compiled` and modify GPU implementations to use cuVS backend in place of RAFT.
A deeper insight into the dependency:
FAISS gets the ANN algorithm implementations such as IVF-Flat and IVF-PQ from cuVS. RAFT is meant to be a lightweight C++ header-only template library that cuVS relies on for the more fundamental / low-level utilities. Some examples of these are RAFT's device mdarray and mdspan objects; the RAFT resource object (`raft::resource`) that takes care of the stream ordering of device functions; linear algebra functions such as mapping, reduction, BLAS routines etc. A lot of the cuVS functions take the RAFT mdspan objects as arguments (for example `raft::device_matrix_view`). Therefore FAISS relies on both cuVS and RAFT. FAISS gets RAFT headers through cuVS and uses them to create the function arguments that can be consumed by cuVS. Note that we are not explicitly linking FAISS against `raft::raft` or `raft::compiled`. Only the required headers are included and compiled rather than compiling the whole RAFT shared library. This is the reason we still see mentions of `raft` in FAISS.
Pull Request resolved: https://github.com/facebookresearch/faiss/pull/3549
Reviewed By: ramilbakhshyiev
Differential Revision: D62041013
Pulled By: asadoughi
fbshipit-source-id: 7230dcc06cf47baf95873adc1dec2adca4a8f82a
Summary:
Pull Request resolved: https://github.com/facebookresearch/faiss/pull/3716
Renaming `USE_ROCM` to `FAISS_ENABLE_ROCM` in CMake files, `FAISS_ENABLE_ROCM` in SWIG files, and `USE_AMD_ROCM` in other source files to follow the existing naming convention.
Reviewed By: mnorris11
Differential Revision: D60673731
fbshipit-source-id: 1aaa3f2ff6836830c4eb733ee7f41554f79f9695
Summary:
* add hipify at configure time
* ROCm specific code paths behind USE_ROCM guards
* support for wavefront 32 (Navi) and 64 (MI)
* use builtins to match inline PTX
* support C API on ROCm
* support Python API on ROCm
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Pull Request resolved: https://github.com/facebookresearch/faiss/pull/3462
Reviewed By: asadoughi
Differential Revision: D60431193
Pulled By: ramilbakhshyiev
fbshipit-source-id: ac82d5ecb38f995c467e100ed583d5178ae489ee
