Verifies that the physical layer is healthy across the cluster's NVLink and Ethernet fabric: bit error rates are within baseline, FEC is correcting errors as expected, and Physical Layer Retransmit (PLR) activity is absent or minimal at idle. PHY-layer issues are leading indicators of failing optics or cables; catching them during the ORR prevents NCCL stalls and step-time degradation later.
Persona Use Cases
|
Persona |
Primary Use Case |
|---|---|
|
Infrastructure / DC Ops |
Identifies specific failing physical links by monitoring Raw Bit Error Rate (BER) and Local Link Integrity Errors to schedule cable or tray replacements. |
|
System Administrators / SREs |
Monitors Effective Errors (Post-FEC) to identify interfaces where FEC can no longer correct bit flips, signaling imminent failure. |
|
AI/ML Engineers |
Correlates job performance jitter with PLR Retransmissions to determine if the network physical layer is causing NCCL stalls. |
|
Hardware Engineering |
Analyzes Symbol Error Rates and Raw BER trends to validate hardware revisions or firmware stability across the fleet. |
Validation Procedure
Step 1: Confirm NVLink Interfaces Health Summary Tiles Are Clean
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In the
user-tenant, open the NVLink Interfaces dashboard. -
Inspect Health Issues (Summary Tiles):
-
Critical Interface Errors: total count of interfaces with active uncorrectable error states. Should be0. -
High BER Links: links exceeding the established Raw BER baseline. Should be0. -
Link Integrity Alerts: interfaces reporting physical-layer instability or frequent resets. Should be0.
-
Step 2: Validate NVLink Raw BER and Symbol Errors
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On NVLink Interfaces > Metric Errors (Interface Telemetry):
-
NVLink Raw Errors – Bit errors per bit (Pre-Correction): inspect
NVLink Raw Bit Error Rate – by Device:InterfaceandNVLink Server Raw Bit Error Rate. Both should be at or near the established baseline. -
Local Link Integrity Errors: no widespread non-zero values.
-
Symbol Error Rate: monitors Layer-2 stability. High counts indicate the link is struggling to maintain synchronization.
-
Effective Errors (Post-FEC): filters for
uncorrectableErrors > 0. Any non-zero count here means data is corrupted past FEC, which will trigger XID errors or job crashes. -
NVLink Server PLR Retransmissions: high retransmission rates introduce latency that degrades AI training step time.
-
Step 3: Validate Switch-side PHY Uncorrectable Errors
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Open AI Cluster Health.
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Inspect Health Issues (Summary Tiles) >
Switch PHY Uncorrectable ErrorsandSwitch Interfaces with PHY Uncorrectable Errors. Both should be0. -
Drill into Metric Errors > Switch PHY Uncorrectable Errors heatmap. The heatmap visualizes specific interfaces incrementing the Effective Errors (Post-FEC) counters on a switch.
Step 4: Validate NIC Phy Symbol Errors
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On AI Cluster Health > Metric Errors > NIC Phy Symbol Errors, confirm the heatmap is empty across the idle window.
-
Cross-check Switch/NIC Symbol Errors on the same dashboard for
layer2SymbolErrorsactivity.
Step 5: Validate Collective Learning Surfaces
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On AI Cluster Health, inspect the Log Errors section for
Network Link Disconnections or Instabilityand any other PHY-related categories from the Collective Learning library. Heatmap hot spots indicate whether an issue is systemic or localized.
Reference Dashboards and Sections
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NVLink Interfaces: Health Issues, Log Errors, Metric Errors.
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AI Cluster Health: Health Issues, Log Errors, Metric Errors.
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NVLink Health Dashboard: used to cross-check that PHY errors are not driving the link-down or XID 149.4 counts validated in NVLink Health.
Pass Criteria
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[ ]
Critical Interface Errors,High BER Links, andLink Integrity Alertssummary tiles on NVLink Interfaces all read0. -
[ ]
NVLink Raw Bit Error Rate – by Device:Interfaceis at or below the established baseline across all interfaces. -
[ ] Effective Errors (Post-FEC) is
0everywhere: nouncorrectableErrors > 0. -
[ ] NVLink Server PLR Retransmissions is at or near zero at idle.
-
[ ]
Switch PHY Uncorrectable Errorssummary tile on AI Cluster Health reads0. -
[ ] Switch PHY Uncorrectable Errors, NIC Phy Symbol Errors, and Switch/NIC Symbol Errors heatmaps on AI Cluster Health are empty.
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[ ] No PHY-related category is active on the Log Errors Collective Learning heatmap.
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[ ] Idle-baseline screenshots of NVLink Interfaces and AI Cluster Health Metric Errors archived.
Common Pitfalls
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A small flat baseline on Raw BER is normal. Optics have a non-zero error floor; what matters is that Raw BER is flat and FEC corrects it (Effective Errors stays at zero). A trending or spiking Raw BER is the concerning signal.
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Symbol errors localized to a single rack. Often points to a single bad cable run or transceiver; the NVLink Nodes/Switches with Phy Symbol Errors detail tables provide
deviceNameandrackto localize. -
Effective Errors > 0 even at very low rates. Treat any uncorrectable error as actionable. FEC was supposed to fix it; if it didn't, the data is corrupt and downstream impact (XIDs, job crashes) is only a matter of time.
-
Server-side PLR Retransmissions at a non-zero rate. PLR allows the link to retry at the hardware level, which prevents a crash but introduces latency. This often shows up later as job step-time variance. Capture the idle-baseline rate so it can be compared during workload runs.
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