Symbol G
G 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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Why this formula appears here
with G(x) a learned gating distribution over experts. Compute per token scales with the active fraction k/E , not with the total parameter count — the whole strategy in one line.
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Symbol x
x 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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Read this expression with the definitions, units, and assumptions supplied by the article.
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Published contexts (1)
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Equation 30 · Edge AI & Electronics
Shrink It, Train It Small, or Search for It: The Main Strategies for Small Models, Compared
This mathematical expression combines the displayed quantities; its precise role follows from the surrounding article text.
with G(x) a learned gating distribution over experts. Compute per token scales with the active fraction k/E , not with the total parameter count — the whole strategy in one line.
Equation guide → · Article →