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Multiplying an m k matrix by a k n matrix performs 2mnk floating-point operations while touching mk + kn + mn elements. If each element occupies s bytes, the ratio of work done to bytes moved is
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Symbol k
the shared inner dimension: columns in the first matrix and rows in the second.
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Equation 1 · AI Hardware & Semiconductors
What an AI Accelerator Actually Is: Silicon, Packaging, and the Memory It Can Reach
This mathematical expression combines the displayed quantities; its precise role follows from the surrounding article text.
Multiplying an m k matrix by a k n matrix performs 2mnk floating-point operations while touching mk + kn + mn elements. If each element occupies s bytes, the ratio of work done to bytes moved is
Meanings in this article
- : the number of rows in the first matrix.
- : the shared inner dimension: columns in the first matrix and rows in the second.