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NOEUD MATÉRIEL AYANT UNE UNITÉ DE VECTEUR DE MATRICE AVEC TRAITEMENT DE VIRGULE FLOTTANTE PAR BLOC
NOEUD MATÉRIEL AYANT UNE UNITÉ DE VECTEUR DE MATRICE AVEC TRAITEMENT DE VIRGULE FLOTTANTE PAR BLOC
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摘要
Processors and methods for neural network processing are provided. A method includes receiving vector data corresponding to a layer of a neural network model, where each of the vector data has a value comprising at least one exponent. The method further includes first processing a first subset of the vector data to determine a first shared exponent for representing values in the first subset of the vector data in a block-floating point format and second processing a second subset of the vector data to determine a second shared exponent for representing values in the second subset of the vector data in a block-floating point format in a manner that no vector data from the second subset of the vector data influences a determination of the first shared exponent and no vector data from the first subset of the vector data influences a determination of the second shared exponent.
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