log-analysis

Installation
SKILL.md

Skill: log_analysis

Analyze a SLURM job log file for failure root-cause attribution and restart decisions using RestartAgent.

Command: python -m nvidia_resiliency_ext.attribution.restart_agent.cli


What it does

  1. Reads the log file (UTF-8, falls back to latin-1).
  2. Builds deterministic L0 evidence from training progress, failure lines, checkpoint state, and known restart-policy signals.
  3. Optionally runs L1 model enrichment to explain the primary failure and related evidence.
  4. Applies the restart-agent retry/recovery policy and returns a structured STOP or RESTART decision.

CLI

Installs
3
GitHub Stars
338
First Seen
Jul 3, 2026
log-analysis — nvidia/nvidia-resiliency-ext