* cmake: remove mscclpp patch after build is complete
To enable mscclpp in cpx mode, a patch cpx.patch needs to be applied.
This patch can be removed after building is done. This helps with the
build process the following time.
* Use read-based mscclpp allreduce from rccl
MSCCLPP by default uses remote write in the allreduce kernel for
large (> 1MB) messages. This PR adds an allreduce kernel that uses
remote read. It needs the users to use an environment variable
MSCCLPP_READ_ALLRED=1.
[ROCm/rccl commit: 4d68751ce1]
* Make sure the target device is used for MSCCL
* Enable single process mode by default to use MSCCL in MT
* Create a per-rank state when GPUs share a thread
[ROCm/rccl commit: 03a3ef3c34]
Add scalable init API
* Add new ncclCommInitRankScalable to allow for passing multiple
unique IDs to the init function.
* Spreads the load onto multiple bootstrap roots, allowing for
constant bootstrap time.
* Requires multiple ranks to create a unique ID, and the CPU-side
ID exchange code to call allgather[v] instead of broadcast.
Accelerate init bootstrap operations
* Reduce the number of calls to allgather.
* Allow roots to reply early to ranks when information is already
available.
* Add an option to use ncclNet instead of sockets to perform
bootstrap allgather operations.
Add PAT algorithms for Allgather and ReduceScatter
* Parallel Aggregated Trees, variation of Bruck algorithm.
* Logarithmic number of network steps for small sizes at scale.
* Only supports one rank per node at the moment.
Add support for registered buffers for intra-node communication.
* Allow registered user buffers to be accessed directly intra-node
* Avoids extra copies in algorithms which permit it, saving
memory bandwidth and helping with compute overlap.
Add profiler plugin API
* New plugin API for profiling
* Supports various levels of profiling, with a hierarchy.
Asynchronous graph allocation
* Make calls to cudaMalloc and cudaMemcpy during graph allocation
asynchronous.
* Significantly speeds up graph capture.
Use fatal IB asynchronous events to stop network operation
* Avoids many other error messages
* Only fatal errors are affected; potentially transient errors
(e.g. port down) do not cause an immediate stop.
Set P2P level to PXB on AMD CPUs when using more than 2 GPUs per node
* P2P would cause a significant performance degradation when using
many GPUs, and therefore many interleaved data flows.
* Disable P2P through the CPU when we have 3+ GPUs per node; keep it
enabled when we only have 2 GPUs.
Improve the init logs to report the real NCCL function.
* Make the log report ncclCommInitRank or ncclCommSplit, rather than
the generic ncclCommInitRankFunc.
Add a parameter to set the location of the user configuration file.
* Add NCCL_CONF_FILE environment variable to set where the user's
configuration file resides.
Increase default IB timeout
* Increase IB timeout value from 18 to 20.
* Should help avoid fatal errors on large RoCE systems.
Add new check for nvidia peermem
* On linux kernels 6.6+, /sys/kernel/mm/memory_peers is no longer
present; check for /sys/module/nvidia_peermem/version instead.
Fix old performance regression when mixing small and large operations.
* Improves distribution of work on channels.
Fix crash when NUMA IDs are equal to -1.
* Can happen when a NIC is a virtual NIC, or when linux doesn't
know which NUMA node a device is attached to
* Issue NVIDIA/nccl-tests#233
Fix tree graph search when NCCL_CROSS_NIC is set to 1.
* Would force NCCL to use the balanced_tree pattern, thereby
disabling LL128 on platforms with 1 GPU+1 NIC per PCI switch.
* Would also try to use alternate rings even though it was not
needed.
Compiler tweaks and fixes
* PR #1177
* PR #1228
Fix stack smash
* PR #1325
Fixes for multi-node NVLink + IB operation
Coverity fixes and comments.
[ROCm/rccl commit: 68b542363f]
* Moved call to `mscclpp_ncclGetUniqueId` into `ncclCommInitRankFunc` to avoid setting up transport early in environments where MSCCL++ isn't valid.
* Checking `mscclEnabled` for the process and the topology to gate MSCCL++.
* Allowed `mscclForceEnable` to enable MSCCL++.
[ROCm/rccl commit: 853a0586b4]
* Added restrictions around calling MSCCL++ collectives (#1281)
* Added restriction to non-zero 32-byte multiple message sizes to MSCCL++ AllGather.
* Renamed and refactored some mscclpp types.
* Only transmit the MSCCL++ unique id for non-split comm init. For splitting comm, it has already been transmitted. Instead, save the MSCCL++ communicator in child communicators when calling `ncclCommSplit`. Only destroy MSCCL++ communicators when no RCCL communicators remain that use it. Also improved trace logging.
* Disable MSCCL++ when using managed memory buffers as it isn't supported.
* Added datatype and op constraints for MSCCL++ AllReduce.
* Added documentation on MSCCL++ restrictions to the README.
* [BUILD] Support custom CMake flags in MSCCLPP (#1275)
* [BUILD] Support custom CMAKE_PREFIX_PATH in MSCCLPP
Signed-off-by: nileshnegi <Nilesh.Negi@amd.com>
* [BUILD] CMake flags to support build-id in MSCCLPP
Signed-off-by: nileshnegi <Nilesh.Negi@amd.com>
* [BUILD] Fix CMake warnings in MSCCLPP build
Signed-off-by: nileshnegi <Nilesh.Negi@amd.com>
* Wrapped all cmake arguments passed to mscclpp to remove empty arguments and properly format them.
---------
Signed-off-by: nileshnegi <Nilesh.Negi@amd.com>
Co-authored-by: Corey Derochie <corey.derochie@amd.com>
* Link to libmscclpp_nccl statically (#1282)
* Switched mscclpp_nccl to static linking. Added a build step to rename the NCCL API functions.
* Undid separation of building libmscclpp_nccl from building librccl with MSCCL++ integration. With a static build, it's either fully enabled or fully disabled.
* `nm` isn't always available in docker containers due to being stripped down. Removed use of `nm` in `cmake` and hard-coded the output into mscclpp_nccl_syms.txt.
* Removed IBVerbs dependency for integrating with MSCCL++ (#1313)
* Renamed `RCCL_ENABLE_MSCCLPP` to `RCCL_MSCCLPP_ENABLE` to conform to MSCCL. Set `RCCL_MSCCLPP_ENABLE` to 1 by default if `ENABLE_MSCCLPP` is defined, or 0 otherwise. Added a log warning if `RCCL_MSCCLPP_ENABLE` is set to 1 but `ENABLE_MSCCLPP` is not defined. (#1294)
* Include mscclpp as a git submodule (#1314)
* Added the desired mscclpp commit as a git submodule.
* Added step to automatically checkout the mscclpp submodule if it isn't already present, in case the user forgot to clone recursively.
* Added instruction to README to clone using --recurse-submodules to get the mscclpp submodule.
* Enabled MSCCL++ feature build.
---------
Signed-off-by: nileshnegi <Nilesh.Negi@amd.com>
Co-authored-by: Nilesh M Negi <Nilesh.Negi@amd.com>
[ROCm/rccl commit: 736a705875]
* Unit Tests for RCCL in CPX mode
* override pow2gpus set by cpx mode by user argument
* Adding comment for UT_POW2_GPUS
* Additional comment on why using pow2gpus for cpx mode.
[ROCm/rccl commit: 289a80c4e9]
* Added `RCCL_MSCCL_ENABLE_SINGLE_PROCESS` runtime flag to return to the original MSCCL enablement behaviour except when explicitly enabling for multi-thread.
* Added documentation for the new `RCCL_MSCCL_ENABLE_SINGLE_PROCESS` runtime env var.
[ROCm/rccl commit: e056fe8f7e]
* Add another rome model and override
* Fix bug
* Fix typo
* Add ring
* Update ring
* Fix model matching
* Clean up
* Clean up
* Reverse rings for NCCL_RINGS input
* Only reverse NCCL_RINGS for ring graph
* Fix mapping issue when using NCCL_RINGS
* Add NCCL_RINGS_REMAP to handle inconsistant net names
[ROCm/rccl commit: 532b70afb6]
* adding all nccl apis to api_support to enable rccl tracing by rocprofv3
Co-authored-by: Marzieh Berenjkoub <mberenjk@amd.com>
Co-authored-by: Jonathan R. Madsen <jonathanrmadsen@gmail.com>
[ROCm/rccl commit: db840f024e]
Nilesh M Negi
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spolifroni-amd
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