Roofline model

A performance model that bounds a kernel's achievable throughput by either peak compute or memory bandwidth given its arithmetic intensity, showing whether a workload is compute-bound or bandwidth-bound.

grounded in: GB10 GPU/memory telemetry (spark.sh) and the existing 'memory-bandwidth-bound' concept, which is one regime of the roofline that frames LLM-inference optimization