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RCCL WARN Ring failed IPC handle mapping failed across AMD Infinity Fabric gfx90a

RCCL could not map a peer IPC handle across AMD Infinity Fabric, so the ring could not be formed. The AMD equivalent of an NCCL P2P transport failure, peer access between GPUs is unavailable or blocked. This entry explains how to confirm the cause, apply the fix, and separate it from adjacent non-nvidia failures.

Quick answer

RCCL WARN Ring failed IPC handle mapping failed across AMD Infinity Fabric gfx90a means RCCL could not map a peer IPC handle across AMD Infinity Fabric, so the ring could not be formed. The AMD equivalent of an NCCL P2P transport failure, peer access between GPUs is unavailable or blocked. Preserve the first preceding error, then run the targeted control below.

Hardware#non-nvidia#rccl#ring#exchange#infinity#fabric

What this failure is

The literal signature is "RCCL WARN Ring failed IPC handle mapping failed across AMD Infinity Fabric gfx90a". It is a hardware failure associated with AMD ROCm, RCCL, Intel Gaudi, and HCCL. 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)

RCCL could not map a peer IPC handle across AMD Infinity Fabric, so the ring could not be formed. The AMD equivalent of an NCCL P2P transport failure, peer access between GPUs is unavailable or blocked. 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 "RCCL WARN Ring failed IPC handle mapping failed across AMD Infinity Fabric gfx90a".
  • 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
RCCL WARN Ring failed IPC handle mapping failed across AMD Infinity Fabric gfx90aRCCL could not map a peer IPC handle across AMD Infinity Fabric, so the ring could not be formed. The AMD equivalent of an NCCL P2P transport failure, peer access between GPUs is unavailable or blocked.
The same operation fails at a consistent stage of AMD ROCm, RCCL, Intel Gaudi, and HCCL.The decisive evidence is the first log line that precedes "RCCL WARN Ring failed IPC handle mapping failed across AMD Infinity Fabric gfx90a" 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.RCCL could not map a peer IPC handle across AMD Infinity Fabric, so the ring could not be formed. The AMD equivalent of an NCCL P2P transport failure, peer access between GPUs is unavailable or blocked.

Which systems are affected

  • AMD ROCm, RCCL, Intel Gaudi, and HCCL
  • 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 "RCCL WARN Ring failed IPC handle mapping failed across AMD Infinity Fabric gfx90a" and preserve at least 100 lines before it.
  • Identify which rank, node, device, or process emitted the first related warning.
  • IPC across containers or PID namespaces is the usual blocker; a process cannot map another's handle without shared IPC namespace. Test with a two-GPU rccl-tests all-reduce before blaming the framework.
  • Repeat the same input after the targeted change and require the signature to disappear.
  • Resume from job start only after the control passes.

Example training logs (fingerprint)

training.log (synthetic fingerprint)
RCCL WARN Ring failed IPC handle mapping failed across AMD Infinity Fabric gfx90a

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

verify peer access is actually available, rocm-smi --showtopo shows the link type between each GPU pair. Inside a container, confirm /dev/kfd and /dev/dri are both mapped and the process has render-group permission. This changes the condition in the causal diagnosis instead of hiding the outer exception. The repeated control proves ownership before recovery from job start.

Code examples

snippet
# Preserve evidence before restarting
rg -n -i 'error|exception|timeout|failed' <log-file>
nvidia-smi
python -m torch.utils.collect_env

# Find the exact signature in the complete log
rg -n -F -- "RCCL WARN Ring failed IPC handle mapping failed across AMD Infinity Fabric gfx90a" <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 "RCCL WARN Ring failed IPC handle mapping failed across AMD Infinity Fabric gfx90a" so aggregation does not erase causality.
ConfirmationChange one variableUse a known-good node, rank, input, or configuration as the control.
RecoveryResume from job startResume 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
Fixverify peer access is actually available, rocm-smi --showtopo shows the link type between each GPU pair. Inside a container, confirm /dev/kfd and /dev/dri are both mapped and the process has render-group permission.Retrying the unchanged workload
Exit criterion"RCCL WARN Ring failed IPC handle mapping failed across AMD Infinity Fabric gfx90a" is absent in the repeated controlThe job happened to run once

Real engineering notes

Treat "RCCL WARN Ring failed IPC handle mapping failed across AMD Infinity Fabric gfx90a" 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 RCCL WARN Ring failed IPC handle mapping failed across AMD Infinity Fabric gfx90a
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.

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

  • RCCL could not map a peer IPC handle across AMD Infinity Fabric, so the ring could not be formed. The AMD equivalent of an NCCL P2P transport failure, peer access between GPUs is unavailable or blocked.
  • The decisive evidence is the first log line that precedes "RCCL WARN Ring failed IPC handle mapping failed across AMD Infinity Fabric gfx90a" 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 "RCCL WARN Ring failed IPC handle mapping failed across AMD Infinity Fabric gfx90a" mean?
RCCL could not map a peer IPC handle across AMD Infinity Fabric, so the ring could not be formed. The AMD equivalent of an NCCL P2P transport failure, peer access between GPUs is unavailable or blocked.
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?
IPC across containers or PID namespaces is the usual blocker; a process cannot map another's handle without shared IPC namespace. Test with a two-GPU rccl-tests all-reduce before blaming the framework.
How do I prevent it from recurring?
launch with --ipc=host (or a shared IPC namespace) and the full device set when running multi-GPU ROCm workloads in containers.

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.