Wenkai Du
6.2 KiB
6.2 KiB
Change Log for RCCL
Full documentation for RCCL is available at https://rccl.readthedocs.io
Unreleased
Changed
- Compatibility with NCCL 2.16.2
Added
Fixed
- Remove workaround and use indirect function call
Removed
Unreleased - RCCL 2.15.5 for ROCm 5.5.0
Changed
- Compatibility with NCCL 2.15.5
- Unit test executable renamed to rccl-UnitTests
Added
- HW-topology aware binary tree implementation
- Experimental support for MSCCL
- New unit tests for hipGraph support
- NPKit integration
Fixed
- rocm-smi ID conversion
- Support for HIP_VISIBLE_DEVICES for unit tests
- Support for p2p transfers to non (HIP) visible devices
Removed
- Removed TransferBench from tools. Exists in standalone repo: https://github.com/ROCmSoftwarePlatform/TransferBench
RCCL-2.13.4 for ROCm 5.4.0
Changed
- Compatibility with NCCL 2.13.4
- Improvements to RCCL when running with hipGraphs
- RCCL_ENABLE_HIPGRAPH environment variable is no longer necessary to enable hipGraph support
- Minor latency improvements
Fixed
- Resolved potential memory access error due to asynchronous memset
RCCL-2.12.10 for ROCm 5.3.0
Changed
- Improvements to LL128 algorithms
Added
- Adding initial hipGraph support via opt-in environment variable RCCL_ENABLE_HIPGRAPH
- Integrating with NPKit (https://github.com/microsoft/NPKit) profiling code
RCCL-2.12.10 for ROCm 5.2.3
Added
- Compatibility with NCCL 2.12.10
- Packages for test and benchmark executables on all supported OSes using CPack.
- Adding custom signal handler - opt-in with RCCL_ENABLE_SIGNALHANDLER=1
- Additional details provided if Binary File Descriptor library (BFD) is pre-installed
- Adding support for reusing ports in NET/IB channels
- Opt-in with NCCL_IB_SOCK_CLIENT_PORT_REUSE=1 and NCCL_IB_SOCK_SERVER_PORT_REUSE=1
- When "Call to bind failed : Address already in use" error happens in large-scale AlltoAll (e.g., >=64 MI200 nodes), users are suggested to opt-in either one or both of the options to resolve the massive port usage issue
- Avoid using NCCL_IB_SOCK_SERVER_PORT_REUSE when NCCL_NCHANNELS_PER_NET_PEER is tuned >1
Removed
- Removed experimental clique-based kernels
RCCL-2.11.4 for ROCm 5.2.0
Changed
- Unit testing framework rework
- Minor bug fixes
Known issues
- Managed memory is not currently supported for clique-based kernels
RCCL-2.11.4 for ROCm 5.1.0
Added
- Compatibility with NCCL 2.11.4
Known issues
- Managed memory is not currently supported for clique-based kernels
RCCL-2.10.3 for ROCm 5.0.0
Added
- Compatibility with NCCL 2.10.3
Known issues
- Managed memory is not currently supported for clique-based kernels
RCCL-2.9.9 for ROCm 4.5.0
Changed
- Packaging split into a runtime package called rccl and a development package called rccl-devel. The development package depends on runtime. The runtime package suggests the development package for all supported OSes except CentOS 7 to aid in the transition. The suggests feature in packaging is introduced as a deprecated feature and will be removed in a future rocm release.
Added
- Compatibility with NCCL 2.9.9
Known issues
- Managed memory is not currently supported for clique-based kernels
[RCCL-2.8.4 for ROCm 4.3.0]
Added
- Ability to select the number of channels to use for clique-based all reduce (RCCL_CLIQUE_ALLREDUCE_NCHANNELS). This can be adjusted to tune for performance when computation kernels are being executed in parallel.
Optimizations
- Additional tuning for clique-based kernel AllReduce performance (still requires opt in with RCCL_ENABLE_CLIQUE=1)
- Modification of default values for number of channels / byte limits for clique-based all reduce based on device architecture
Changed
- Replaced RCCL_FORCE_ENABLE_CLIQUE to RCCL_CLIQUE_IGNORE_TOPO
- Clique-based kernels can now be enabled on topologies where all active GPUs are XGMI-connected
- Topologies not normally supported by clique-based kernels require RCCL_CLIQUE_IGNORE_TOPO=1
Fixed
- Install script '-r' flag invoked alone no longer incorrectly deletes any existing builds.
Known issues
- Managed memory is not currently supported for clique-based kernels
[RCCL-2.8.4 for ROCm 4.2.0]
Added
- Compatibility with NCCL 2.8.4
Optimizations
- Additional tuning for clique-based kernels
- Enabling GPU direct RDMA read from GPU
- Fixing potential memory leak issue when re-creating multiple communicators within same process
- Improved topology detection
Known issues
- None
[RCCL-2.7.8 for ROCm 4.1.0]
Added
- Experimental support for clique-based kernels (opt in with RCCL_ENABLE_CLIQUE=1)
- Clique-based kernels may offer better performance for smaller input sizes
- Clique-based kernels are currently only enabled for AllReduce under a certain byte limit (controlled via RCCL_CLIQUE_ALLREDUCE_BYTE_LIMIT)
Optimizations
- Performance improvements for Rome-based systems
Known issues
- Clique-based kernels are currently experimental and have not been fully tested on all topologies. By default, clique-based kernels are disabled if the detected topology is not supported (override with RCCL_FORCE_ENABLE_CLIQUE)
- Clique-based kernels may hang if there are differences between environment variables set across ranks.
- Clique-based kernels may fail if the input / output device pointers are not the base device pointers returned by hipMalloc.
[RCCL-2.7.8 for ROCm 3.9.0]
Added
- Adding support for alltoallv RCCL kernel
Optimizations
- Modifications to topology based on XGMI links
Known issues
- None
[RCCL-2.7.6 for ROCm 3.8.0]
Added
- Support for static library builds
Known issues
- None
[RCCL-2.7.6 for ROCm 3.7.0]
Added
- Updated to RCCL API version of 2.7.6
- Added gather, scatter and all-to-all collectives
[RCCL-2.7.0 for ROCm 3.6.0]
Added
- Updated to RCCL API version of 2.6.4
[RCCL-2.7.0 for ROCm 3.5.0]
Added
- Compatibility with NCCL 2.6
- Network interface improvements with API v3
Optimizations
- Fixing issues and built time improvements for hip-clang
- Network topology detection
- Improved CPU type detection
- Infiniband adaptive routing support
Changed
- Switched to hip-clang as default compiler
Deprecated
- Deprecated hcc build