MATRIX MULTIPLIER AND OPERATION METHOD OF MATRIX MULTIPLY DEVICE INCLUDING THE SAME

    公开(公告)号:US20250139193A1

    公开(公告)日:2025-05-01

    申请号:US18820372

    申请日:2024-08-30

    Abstract: A matrix multiplier includes an input vector scaler generating a first quantization scaled input vector based on a first input vector, a plurality of common scale coefficients, and first-to-Rth multiplication scale coefficients, a first data type converter generating a first fixed point quantization scaled input vector based on the first quantization scaled input vector, an element array comprising a first processing element generating a first fixed point output element based on the first fixed point quantization scaled input vector and first plurality of quantization sign bits, and a second processing element generating a second fixed point output element based on the first fixed point quantization scaled input vector and second plurality of quantization sign bits, and a second data type converter generating and outputting first and second output elements by converting data types of the first and second fixed point output elements.

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