tsdb-diagnosis
OfficialDiagnose training incidents via TSDB metrics
AuthorAMD-AGI
Version1.0.0
Installs0
System Documentation
What problem does it solve?
Diagnose training incidents and assess cluster health by querying per-job Prometheus TSDB to identify root causes and validate monitoring data.
Core Features & Use Cases
- Real-time troubleshooting of live jobs and post-mortem analysis using per-job TSDB data.
- Correlate GPU, network, and system metrics with training events to diagnose issues.
- Triaged, step-aligned verification to map metrics to training steps (tb_step).
Quick Start
Run tsdb-diagnosis on a live or completed RAY=1 job to begin per-job TSDB analysis and triage.
Dependency Matrix
Required Modules
None requiredComponents
Standard package💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: tsdb-diagnosis Download link: https://github.com/AMD-AGI/maxtext-slurm/archive/main.zip#tsdb-diagnosis Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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