NEURAL NETWORK OPERATION METHOD AND DEVICE

A neural network operation device includes an input feature map buffer to store an input feature map, a weight buffer to store a weight, an operator including an adder tree unit to perform an operation between the input feature map and the weight by a unit of a reference bit length, and a controller...

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1. Verfasser: Lee, Sehwan
Format: Patent
Sprache:eng ; fre ; ger
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Zusammenfassung:A neural network operation device includes an input feature map buffer to store an input feature map, a weight buffer to store a weight, an operator including an adder tree unit to perform an operation between the input feature map and the weight by a unit of a reference bit length, and a controller to map the input feature map and the weight to the operator to provide one or both of a mixed precision operation and data parallelism.