COMPUTER-READABLE RECORDING MEDIUM STORING SPEED-UP PROGRAM, SPEED-UP METHOD, AND INFORMATION PROCESSING DEVICE

COMPUTER-READABLE RECORDING MEDIUM STORING SPEED-UP PROGRAM, SPEED-UP METHOD, AND INFORMATION PROCESSING DEVICE

A computer-implemented method of a speed-up processing, the method including: calculating variance of weight information regarding a weight updated by machine learning, for each layer included in a machine learning model at a predetermined interval at time of the machine learning of the machine lear...

Ausführliche Beschreibung

Gespeichert in:
Bibliographische Detailangaben
Hauptverfasser: Hara, Yasushi, Danjo, Takumi, KAI, YUTAKA, Kasagi, Akihiko
Format: Patent
Sprache:eng
Schlagworte:
CALCULATING
COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
COMPUTING
COUNTING
PHYSICS
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Beschreibung
Zusammenfassung:A computer-implemented method of a speed-up processing, the method including: calculating variance of weight information regarding a weight updated by machine learning, for each layer included in a machine learning model at a predetermined interval at time of the machine learning of the machine learning model; and determining a suppression target layer that suppresses the machine learning on the basis of a peak value of the variance calculated at the predetermined interval and the variance of the weight information calculated at the predetermined interval.