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NCCL 2.27.3-1
Ghost
released this
2025-05-30 11:56:40 +08:00 | 1 commits to master since this releaseSymmetric memory API and symmetric kernels
- Redesign from the ground up, enabling major latency and bandwidth
improvements. - Add new API calls to register user-allocated memory among communicator
ranks into a NCCL window: ncclCommWindowRegister() and
ncclCommWindowDeregister(). The calls currently support symmetric
registration for P2P and NVLS, and require VMM memory buffers (i.e.,
CUMEM must be operational). - Implement specialized kernels taking advantage of symmetrically
registered memory, with performance gains expected particularly for
small to medium message sizes. - The kernels support 32 bit floating point types and smaller, and sum as
the reduction operator, with no more than one collective operation per
group. - Floating point summation is always done in fp32 accumulators (with the
exception of fp8 on NVLS, where it uses fp16 inside the switch). Thus,
the accuracy with fp8 and fp16 data types should be much improved. - This initial implementation supports non-network communicators only (P2P
and NVLS transports). - To explore this functionality users need to use the new memory
registration API calls with the NCCL_WIN_COLL_SYMMETRIC flag and all
ranks of a communicator must pass buffers at the same offset in the same
registration when invoking a collective NCCL operation.
Add support for DGX Spark.
Add support for DirectNIC (CX8) to the internal IB plugin.
Add a new ncclCommShrink() API call
- It is a non-collective call similar to ncclCommSplit(), which makes it
possible to exclude some (possibly unresponsive) ranks from the parent
communicator.
Add support for loading multiple network plugins
- This enables the creation of generic containers that can work across a
range of providers. - Allow NCCL_NET_PLUGIN to accept a comma-separated list of plugins to
load.
NVLink SHARP (NVLS) improvements
- Implement NVLS+IB SHARP support for AllGather and ReduceScatter with
user buffer registration. This improves performance and reduces the
number of CTAs needed to achieve peak bandwidth. - Gracefully fall back by default to other transports if NVLS
initialization fails (the old behavior of returning an error code from a
NCCL call can be preserved by setting NCCL_NVLS_ENABLE=1). - Decrease the NVLS channel count to 24 on Blackwell systems with multiple
NVLink domains per communicator. - Enable fine-tuning of NCCL behavior per communicator using new
"ncclConfig_t" members "collnetEnable", "CTAPolicy", and "nvlsCTAs".
Profiler improvements
- Extend the init function by adding communicator name, comm id (hash),
rank, number of ranks, number of nodes, and the NCCL log function to the
argument list. This makes the name and the comm id available to all
events in the communicator without explicitly passing them to each
individual event. Add the communicator id and rank to the profiler trace
filename. Now, the communicator name can be set via a new "ncclConfig_t"
member "commName". - Improve the accuracy of the GPU kernel events by providing GPU-generated
timestamps for the start and stop of every NCCL operation. - Harmonize proxy events, removing overlaps between ProxyOp and ProxyStep
states. - Add support for network-defined event updates (through
"recordEventState"). - Report the correct number of channels used by every collective/p2p
operation (used to be set to nMaxChannels for collectives and absent for
p2ps). - Fix the logic on proxyCtrl Idle/Active events (Issue #1162).
- Fix an issue where the network proxy profiler could lose track of an
event identifier (Issue #1682). - Improve the backward compatibility with plugins older than v4.
- Ensure that the work counters are 0-initialized.
- Fix a potential race condition in the network profiler that could result
in an event being linked to a wrong parent.
MNNVL improvements
- Increase to 16 the number of NICs used to communicate between MNNVL
domains on GB200 systems, to optimize the performance of collective
operations. - Add support for more complex MNNVL topologies with up to 32 NICs per
node. - If the MNNVL fabric initialization was unsuccessful, NCCL will now fail
by default, so as to avoid inadvertently falling back to a potentially
much slower network transport. Such failures are typically due to a
misconfigured IMEX support on the system. To continue without MNNVL,
restart the job with NCCL_MNNVL_ENABLE=0. - Fix a potential hang in alltoall-like communication patterns at a scale
of over 80 ranks. - Make NCCL_P2P_DISABLE=1 imply NCCL_MNNVL_ENABLE=0 (so the latter no
longer needs to be specified on MNNVL systems). - Fix an initialization failure when NCCL_TOPO_FILE is used on MNNVL
systems. - Fix the graph search to exclude non-local NICs.
- Fix the SHM transport to use fabric handles on MNNVL systems.
NIC Fusion improvements
- Disable the creation of fused NICs for physical devices that haven't
been merged. - Flatten multiple ports to a single PCI device within the internal IB
plugin and reparent dual-port NICs under the first PCI parent. If the
parent is not a PCI switch, PCI devices for fused NICs won't be
duplicated. - Route traffic on GB200-CX8 systems through DirectNIC, not the host
interface.
Improve support for platforms with C2C connectivity (e.g., GB200)
- Enable GPUDirect RDMA for the NICs by default.
- Add support for P2C (PXN over C2C) and the LL128 protocol.
Extend NCCL fault tolerance in multithreaded scenarios
- Support the creation of multiple nonblocking communicators within a
single group and polling in parallel for the completion using multiple
threads (one per communicator).
Enable ncclImplicitOrderLaunch for CUDA 12.9+
- This can potentially speed up NCCL_IMPLICIT_LAUNCH_ORDER.
Improve the netSocket transport latency and control
- Provide finer control over the size of the socket send/receive buffers,
the task size, and the number of sockets that a single peer can open. - Add support for the inlining of small messages behind the header when
using multiple sockets per connection.
Improve the readability of the CPU affinity in the debug output
- Print it as a range string rather than a bitmask.
Fix a potential race condition in graph execution
- A contention could arise when mixing graph and non-graph execution.
Improve PXN connection code
- Avoid duplicate and unused connections.
RAS fixes
- Fix a memory corruption at job termination time in case of a previously
failed initialization of a RAS socket connection. - Fix a race condition leading to a crash when generating a RAS report
during communicator initialization (Issues #1669, #1718). - Fix a potential race condition when gathering data for a RAS status
report.
Fix a potential memory corruption in ncclCommSplit()
- Memory could get corrupted when resource sharing was in use and the size
of the NVLink domain in the new communicator was smaller than in the old
one.
Fix asynchronous graph upload
- Fix a small memory leak.
- Fix oversychronization.
Add a check for out-of-memory conditions in ncclMemAlloc()
Clean up the NCCL socket code
- accept() will retry also if just reading the magic failed (Issue #1613).
- connect() will retry also if poll() did not return a POLLOUT event
(Issue #1618). - Add error checking in a few instances (Issue #1539).
- Fix the loop condition in ncclFindInterfaceMatchSubnet() (Issue #1574).
- Clean up the debug output, downgrading WARN messages to INFO in
non-critical cases, and printing the peer's address where relevant.
Switch NCCL_DEBUG_FILE to line buffering
- This should help avoid mixed-up partial output lines in multithreaded
cases.
Other minor fixes
- Improve the checks for buffer overflows in the graph code (Issue #1585).
- Extend logging and state clearing to all four events in the internal IB
plugin (Issue #1650). - Fix the error path in case IB communication is not ready (Issue #1489).
- Add ECE logging for IB fabric.
- Fix various minor issues in the graph module (Issue #1635).
- Clean up the debug output in the graph code, downgrading WARN messages
to INFO in non-critical cases. - Add a missing argument to a directSend() call (Issue #1628).
- Remove duplicate code in sendProxySetup() (Issue #1420).
- Fix the order of arguments of cudaDeviceCanAccessPeer() (Issue #1507).
- Fix compiler warnings with GCC 14.
- Fix a typo in a comment (Issue #1236).
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- Redesign from the ground up, enabling major latency and bandwidth