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Gke Ai Troubleshooting Tpu Performance Degradation

Google官方

Diagnose GKE Cloud TPU training throughput drops and step-time regressions (15%+ TPU duty-cycle drop) using ML Diagnostics Workload Monitoring (`gcloud alpha mldiagnostics monitored-events` / `hypercomputecluster.googleapis.com/v1alpha`) and 1-minute Cloud Monitoring system metrics (`kubernetes.io/node/accelerator/*`).

安装

npx skills add google/skills --skill gke-ai-troubleshooting-tpu-performance-degradation