Jiaming Yuan
0715ab3c10
Use dlopen to load NCCL. ( #9796 )
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This PR adds optional support for loading nccl with `dlopen` as an alternative of compile time linking. This is to address the size bloat issue with the PyPI binary release.
- Add CMake option to load `nccl` at runtime.
- Add an NCCL stub.
After this, `nccl` will be fetched from PyPI when using pip to install XGBoost, either by a user or by `pyproject.toml`. Others who want to link the nccl at compile time can continue to do so without any change.
At the moment, this is Linux only since we only support MNMG on Linux.
2023-11-22 19:27:31 +08:00
Rong Ou
c2b85ab68a
Clean up MGPU C++ tests ( #9430 )
2023-08-02 14:31:18 +08:00
Rong Ou
15ca12a77e
Fix NCCL test hang ( #9367 )
2023-07-07 11:21:35 +08:00
Rong Ou
f90771eec6
Fix device communicator dependency ( #9346 )
2023-06-29 10:34:30 +08:00
Rong Ou
acd363033e
Fix running MGPU gtests ( #9200 )
2023-05-26 05:26:38 +08:00
Rong Ou
668b8a0ea4
[Breaking] Switch from rabit to the collective communicator ( #8257 )
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* Switch from rabit to the collective communicator
* fix size_t specialization
* really fix size_t
* try again
* add include
* more include
* fix lint errors
* remove rabit includes
* fix pylint error
* return dict from communicator context
* fix communicator shutdown
* fix dask test
* reset communicator mocklist
* fix distributed tests
* do not save device communicator
* fix jvm gpu tests
* add python test for federated communicator
* Update gputreeshap submodule
Co-authored-by: Hyunsu Philip Cho <chohyu01@cs.washington.edu>
2022-10-05 14:39:01 -08:00
Rong Ou
a2686543a9
Common interface for collective communication ( #8057 )
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* implement broadcast for federated communicator
* implement allreduce
* add communicator factory
* add device adapter
* add device communicator to factory
* add rabit communicator
* add rabit communicator to the factory
* add nccl device communicator
* add synchronize to device communicator
* add back print and getprocessorname
* add python wrapper and c api
* clean up types
* fix non-gpu build
* try to fix ci
* fix std::size_t
* portable string compare ignore case
* c style size_t
* fix lint errors
* cross platform setenv
* fix memory leak
* fix lint errors
* address review feedback
* add python test for rabit communicator
* fix failing gtest
* use json to configure communicators
* fix lint error
* get rid of factories
* fix cpu build
* fix include
* fix python import
* don't export collective.py yet
* skip collective communicator pytest on windows
* add review feedback
* update documentation
* remove mpi communicator type
* fix tests
* shutdown the communicator separately
Co-authored-by: Hyunsu Cho <chohyu01@cs.washington.edu>
2022-09-12 15:21:12 -07:00
