METHOD AND APPARATUS WITH NEURAL NETWORK PROCESSING

METHOD AND APPARATUS WITH NEURAL NETWORK PROCESSING

A processor-implemented method with neural network processing includes: determining whether a portion of a population comprising a plurality of instances to which different mixedprecision quantizations are applied fora neural network satisfies convergence criteria; generating, in response to the det...

Ausführliche Beschreibung

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Bibliographische Detailangaben
Hauptverfasser: Vasyltsov, Ihor, Chang, Wooseok
Format: Patent
Sprache:eng ; fre ; ger
Schlagworte:
CALCULATING
COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
COMPUTING
COUNTING
PHYSICS
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Beschreibung
Zusammenfassung:A processor-implemented method with neural network processing includes: determining whether a portion of a population comprising a plurality of instances to which different mixedprecision quantizations are applied fora neural network satisfies convergence criteria; generating, in response to the determination that the portion satisfies the convergence criteria, a new instance using the portion; and updating the population by adding the new instance to the population.