Why Multi GPU Requires Topology Awareness

Why Multi GPU Requires Topology Awareness – Frank Denneman

Why Multi GPU Requires Topology Awareness

Explains why distributed inference turns GPU communication into part of the critical path and why topology-aware scheduling is required when models span multiple GPUs.

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