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Arithmetic Intensity

Metric

Description

Interpretation

Double number

The ratio of floating-point operations to number of byte transfers between the CPU and the memory subsystem.

The arithmetic intensity (AI) determines the nature of the algorithm. Loops or functions with a high AI value correspond to compute-bound codes; loops or functions with a low AI value correspond to memory-bound codes. See Roofline Analysis for more information.