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with W operations and Q bytes. Let be the machine’s peak arithmetic rate and its achievable memory bandwidth. Then attainable performance is bounded by . That expression is the whole model, and it has one structural feature that matters more than the rest. The two bounds cross at a ridge point
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Symbol I
I appears in the objective or constraint used by the optimization on the right.
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Equation 13 · AI Hardware & Semiconductors
What an AI Accelerator Actually Is: Silicon, Packaging, and the Memory It Can Reach
This equation states an equality: the expressions on both sides have the same value under the article’s assumptions.
with W operations and Q bytes. Let be the machine’s peak arithmetic rate and its achievable memory bandwidth. Then attainable performance is bounded by . That expression is the whole model, and it has one structural feature that matters more than the rest. The two bounds cross at a ridge point