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NCCL WARN Bootstrap: Condition [state == ncclSuccess] failed: Connection reset by peer

An NCCL bootstrap TCP connection was accepted and then reset by a peer before communicator setup completed. The resetting rank may have exited, selected a different interface, or lost network reachability during initialization. This entry explains how to confirm the cause, apply the fix, and separate it from adjacent nccl failures.

Quick answer

NCCL WARN Bootstrap: Condition [state == ncclSuccess] failed: Connection reset by peer means An NCCL bootstrap TCP connection was accepted and then reset by a peer before communicator setup completed. The resetting rank may have exited, selected a different interface, or lost network reachability during initialization. Preserve the first preceding error, then run the targeted control below.

Communication#nccl#warn#bootstrap#connection#reset#peer

What this failure is

The literal signature is "NCCL WARN Bootstrap: Condition [state == ncclSuccess] failed: Connection reset by peer". It is a communication failure associated with NCCL and ProcessGroupNCCL collectives. The line identifies the failing operation or subsystem, while the surrounding evidence decides whether it is the initiating fault or a downstream symptom.

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Why it happens (the mechanism)

An NCCL bootstrap TCP connection was accepted and then reset by a peer before communicator setup completed. The resetting rank may have exited, selected a different interface, or lost network reachability during initialization. The failure becomes visible at this call site because the operation first requires the missing resource, valid state, healthy peer, or correct result. Earlier log lines and a known-good control carry more causal value than the final wrapper exception.

What you'll observe

  • The workload stops or loses forward progress after emitting "NCCL WARN Bootstrap: Condition [state == ncclSuccess] failed: Connection reset by peer".
  • A retry on the same configuration reproduces the failure because the causal state has not changed.
  • The outer framework exception can hide the rank, node, allocation, or dependency that failed first.
  • Increasing timeouts or reducing workload size can suppress the symptom without correcting the cause.

Common symptoms and what they mean

SymptomWhy it happens
NCCL WARN Bootstrap: Condition [state == ncclSuccess] failed: Connection reset by peerAn NCCL bootstrap TCP connection was accepted and then reset by a peer before communicator setup completed. The resetting rank may have exited, selected a different interface, or lost network reachability during initialization.
The same operation fails at a consistent stage of NCCL and ProcessGroupNCCL collectives.The decisive evidence is the first log line that precedes "NCCL WARN Bootstrap: Condition [state == ncclSuccess] failed: Connection reset by peer" and differs from a healthy run.
The first related warning appears before the final exception and names the causal subsystem.A nearby failure remains a competing hypothesis until a control separates configuration, capacity, transport, and hardware causes.
A known-good control changes one variable and either reproduces or clears the failure.An NCCL bootstrap TCP connection was accepted and then reset by a peer before communicator setup completed. The resetting rank may have exited, selected a different interface, or lost network reachability during initialization.

Which systems are affected

  • NCCL and ProcessGroupNCCL collectives
  • production-shaped multi-accelerator workloads
  • containerized and bare-metal deployments of the same stack

How to confirm this is the problem

Apply the following checklist to a small reproduction: each box below is a positive signal that you are looking at this exact failure rather than a sibling in the same taxonomy.

  • Find the first occurrence of "NCCL WARN Bootstrap: Condition [state == ncclSuccess] failed: Connection reset by peer" and preserve at least 100 lines before it.
  • Identify which rank, node, device, or process emitted the first related warning.
  • compare NCCL_SOCKET_IFNAME, address family, world size, and rendezvous values on every node. Test the selected interface and port in both directions.
  • Repeat the same input after the targeted change and require the signature to disappear.
  • Resume from job start after all ranks complete bootstrap only after the control passes.

Example training logs (fingerprint)

training.log (synthetic fingerprint)
NCCL WARN Bootstrap: Condition [state == ncclSuccess] failed: Connection reset by peer

Timestamps and exact values vary across runs, but the pattern. An info-level start, an early WARN, an ERROR carrying the symptom. Is the actual fingerprint you should alert on. The Denpex platform flags this combination automatically.

The fix and the prevention pattern

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Why the recommended fix works

identify the peer address in NCCL_DEBUG=INFO output and inspect that peer rank first. A process exit on the remote rank is more common than a local socket defect. This changes the condition in the causal diagnosis instead of hiding the outer exception. The repeated control proves ownership before recovery from job start after all ranks complete bootstrap.

Code examples

snippet
# Preserve evidence before restarting
NCCL_DEBUG=INFO NCCL_DEBUG_SUBSYS=INIT,NET,COLL torchrun train.py
ibstat
ethtool -S <interface>

# Find the exact signature in the complete log
rg -n -F -- "NCCL WARN Bootstrap: Condition [state == ncclSuccess] failed: Connection reset by peer" <log-file>

Adapt the snippet to your framework. The same pattern holds for PyTorch Lightning, Hugging Face Trainer, DeepSpeed, Megatron-LM, and vLLM training wrappers. Where the wrapper exposes a config flag (for examplelr_scheduler_type in Trainer), prefer the flag over the imperative API to keep the schedule declarative and reproducible.

Best practices by model family

Model / StackRecommendationNotes
First responsePreserve the first failureKeep the context before "NCCL WARN Bootstrap: Condition [state == ncclSuccess] failed: Connection reset by peer" so aggregation does not erase causality.
ConfirmationChange one variableUse a known-good node, rank, input, or configuration as the control.
RecoveryResume from job start after all ranks complete bootstrapResume only after the literal signature no longer appears in the same control.

With the fix vs without the fix

DimensionWith the fixWithout the fix
EvidenceFirst preceding error and one controlled comparisonOnly the final aggregated exception
Fixidentify the peer address in NCCL_DEBUG=INFO output and inspect that peer rank first. A process exit on the remote rank is more common than a local socket defect.Retrying the unchanged workload
Exit criterion"NCCL WARN Bootstrap: Condition [state == ncclSuccess] failed: Connection reset by peer" is absent in the repeated controlThe job happened to run once

Real engineering notes

Treat "NCCL WARN Bootstrap: Condition [state == ncclSuccess] failed: Connection reset by peer" as a search key and an investigation checkpoint, not as proof of every cause associated with the phrase. The high-value evidence is what changed immediately before it and whether the failure follows the workload, node, or configuration.

Visual fingerprint

Decision path for NCCL WARN Bootstrap: Condition [state == ncclSuccess] failed: Connection reset by peer
literal error captured
        |
        v
find first preceding failure
        |
        v
run one known-good control
        |
        +-- follows workload --> inspect input or configuration
        +-- follows node ------> inspect hardware or platform
        +-- disappears --------> validate the targeted fix
The control separates workload, configuration, and node ownership before recovery from job start after all ranks complete bootstrap.

Diagnose this failure in VS Code

Select the traceback or open the failed terminal, then run Denpex locally to see the initiating rank, collateral failures, exact fix, and verification command without uploading the log.

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NCCL errors in context

NCCL is where a distributed job reports failure, which is not the same as where it failed. The hub lists every common NCCL error next to what it actually indicates, and the environment variables that tell them apart.

Compare every nccl error side by side

Root cause

  • An NCCL bootstrap TCP connection was accepted and then reset by a peer before communicator setup completed. The resetting rank may have exited, selected a different interface, or lost network reachability during initialization.
  • The decisive evidence is the first log line that precedes "NCCL WARN Bootstrap: Condition [state == ncclSuccess] failed: Connection reset by peer" and differs from a healthy run.
  • A nearby failure remains a competing hypothesis until a control separates configuration, capacity, transport, and hardware causes.

The fix and how to prevent it

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Frequently asked questions

Twelve targeted questions that engineers and on-call staff most commonly ask about this failure.

What does "NCCL WARN Bootstrap: Condition [state == ncclSuccess] failed: Connection reset by peer" mean?
An NCCL bootstrap TCP connection was accepted and then reset by a peer before communicator setup completed. The resetting rank may have exited, selected a different interface, or lost network reachability during initialization.
Is this line always the root cause?
No. It can be the direct failure or the point where an earlier failure becomes visible. The first preceding error and a controlled comparison decide which.
What should I collect before restarting?
Collect complete log context, the emitting rank or node, component versions, resolved configuration, and the diagnostic output shown above.
What is the fastest confirmation?
compare NCCL_SOCKET_IFNAME, address family, world size, and rendezvous values on every node. Test the selected interface and port in both directions.
How do I prevent it from recurring?
render one shared launcher configuration for all ranks and run a multi-node nccl-tests bootstrap check before large jobs.

Don't just read the fix, diagnose your run

The encyclopedia tells you what went wrong. Denpex tells you what went wrong in YOUR training run. With your logs, your config, and your stack.