DATA PROCESSING DEVICE, DATA PROCESSING METHOD, AND COMPRESSED DATA

DATA PROCESSING DEVICE, DATA PROCESSING METHOD, AND COMPRESSED DATA

A data processing unit (101) processes input data using a neural network. A compression controlling unit (102) generates quantization information that defines quantization steps. An encoding unit (103) encodes network configuration information including parameter data which is quantized using the qu...

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Bibliographische Detailangaben
Hauptverfasser: AKIRA MINEZAWA, YOSHIMI MORIYA, MENGXIONG WANG, KAZUO SUGIMOTO
Format: Patent
Sprache:eng
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Zusammenfassung:A data processing unit (101) processes input data using a neural network. A compression controlling unit (102) generates quantization information that defines quantization steps. An encoding unit (103) encodes network configuration information including parameter data which is quantized using the quantization steps determined by the compression controlling unit (102), and the quantization information, to generate compressed data.