METHOD AND APPARATUS FOR DIRECT CONVOLUTION CALCULATION
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United States of America
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Feb 20, 2025
app pub date -
Aug 14, 2023
filing date -
Aug 14, 2023
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Abstract
Systems and methods for efficient convolution based on matrix multiply and add (MMA) are described. An example processor having a plurality of processing lanes is configured to perform convolution of a matrix of activation elements and a filter matrix in accordance with a configurable series of instructions including a plurality of MMA instructions and shift instructions while reusing activation elements already loaded to the datapath or associated memory over a plurality of MMA operations. Associated methods are also described.
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