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F(t)F(t)

Why this formula appears here

Write F(t) for peak arithmetic throughput and B(t) for memory bandwidth. The quantity that matters for a serving system is their ratio, because it sets the arithmetic intensity — operations per byte moved — at which a machine becomes compute-bound rather than bandwidth-bound:

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FF

Symbol F

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tt

Symbol t

t is a part of this expression. Its role is fixed by the surrounding article and by the operations shown in the formula.

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Published contexts (1)

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F(t)F(t)

Equation 1 · Foundation Models

Model Systems in 2035: Four Scenarios, Their Signals, and What Would Falsify Them

This mathematical expression combines the displayed quantities; its precise role follows from the surrounding article text.

Write F(t) for peak arithmetic throughput and B(t) for memory bandwidth. The quantity that matters for a serving system is their ratio, because it sets the arithmetic intensity — operations per byte moved — at which a machine becomes compute-bound rather than bandwidth-bound:

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