Amazon SageMaker HyperPod now supports automatic Slurm topology management - devamazonaws.blogspot.com
Amazon SageMaker HyperPod now automatically selects and continuously maintains the optimal network topology configuration for Slurm clusters based on the GPU instance types in the cluster. Network topology directly impacts distributed training performance — when jobs are placed on nodes that are topologically close, GPU-to-GPU communication is faster, NCCL collective operations are more efficient, and training throughput improves. HyperPod dynamically adapts the topology as the cluster evolves through scaling operations and node replacements, so job placement remains optimized throughout the cluster lifecycle without requiring manual updates to topology files or Slurm reconfiguration. HyperPod inspects the instance types across all instance groups at cluster creation, identifies the networking and interconnect characteristics of each instance type, and automatically selects the best-fit topology model. HyperPod supports tree topology for instance types with hierarchical interconnects...