The NVLink Interfaces Dashboard provides a granular, interface-level view of the health and error rates across the entire AI cluster's NVLink fabric, covering both servers and NVSwitches.
Persona Use Cases
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Persona |
Primary Use Case |
|---|---|
|
Infrastructure/DC Ops |
Identifies specific failing physical links by monitoring Raw Bit Error Rates (BER) and Local Link Integrity Errors to schedule cable or tray replacements. |
|
System Administrators/SREs |
Monitors Effective Errors (Post-FEC) to identify interfaces where the hardware can no longer correct bit-flips, indicating 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. |
Dashboard Overview
By default, the dashboard presents data for the last 24 hours. While the NVLink Health Dashboard focuses on high-level node status, this view provides the telemetry needed to isolate issues to specific Device:Interface pairs.
Note: This dashboard is organized into logical tiers: Summary Health, Supervised Log Anomalies, and Deep Metric Telemetry (separated by server and switch).
Health Issues (Summary Tiles)
The top section provides real-time counts of interfaces currently experiencing critical degradations.
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Critical Interface Errors: Total count of interfaces with active uncorrectable error states. -
High BER Links: Number of links exceeding the established baseline for Raw Bit Error Rates. -
Link Integrity Alerts: Interfaces reporting physical layer instability or frequent resets.
Log Errors
This section uses supervised learning (Collective Learning) to surface high-impact events extracted from system logs.
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NVLink Collective Learning Logs HM: A heatmap visualizing supervised log events across the cluster. It maps specific error categories against
deviceNameto identify areas of fabric instability. -
Supervised Categories: Tracks specific events like NVLink link-down, port-disablement, and Fabric Manager initialization failures.
Metric Errors (Interface Telemetry)
This section provides heatmaps and trends for specific physical layer metrics.
NVLink Raw Errors — Bit Errors per Bit (Pre-Correction)
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Description: Displays all error bits detected at the Physical Layer (PHY) per interface.
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Significance: Includes both correctable (by FEC) and uncorrectable bits. A high Raw BER is often the first sign of a failing optic or cable before the user experiences job impact.
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Key Widgets:
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NVLink Raw Bit Error Rate - by Device:Interface -
NVLink Server Raw Bit Error Rate
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Local Link Integrity Errors
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Description: Tracks errors related to the stability of the physical connection between peers.
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Impact: Frequent integrity errors usually lead to link flaps or automatic port downing by the driver.
Symbol Error Rate
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Description: Monitors Layer 2 stability. High symbol error rates indicate that the link is struggling to maintain synchronization, even if individual bit errors are being corrected.
Effective Errors (Post-FEC)
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Description: This widget specifically filters for
uncorrectableErrors > 0. -
Impact: Critical. These are errors that Forward Error Correction (FEC) could not fix. Any data passing through these links is corrupted, likely triggering an XID or job crash.
NVLink Server PLR Retransmissions
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Description: Monitors the Physical Layer Retransmit (PLR) mechanism.
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Significance: PLR allows the link to retry a failed transmission at the hardware level. While this prevents a crash, high retransmission rates introduce latency that degrades AI training Step Time.
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