A Cluster Stall Looks Healthy on Every Host. The Cause Is in the Pattern Across Hosts.

Eight ranks on two hosts run an all-reduce. Token throughput drops 4x. Every per-host nvidia-smi reads 95–99% utilization. Every per-host…