Prediction Device Optimizes Language Model Learning Epochs

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PREDICTION DEVICE, PREDICTION METHOD, AND NON-TRANSITORY COMPUTER READABLE MEDIUM STORING PREDICTION PROGRAM FOR SUPPORTING DECISION MAKING

Application US20260099713A1 Kind: A1 Apr 09, 2026

Assignee

NEC Corporation

Inventors

Kosuke AKIMOTO, Masafumi Oyamada

Abstract

Provided is a technique for efficiently setting an appropriate number of epochs in learning of a language model. A prediction device includes an acquisition unit for acquiring a first pair including a calculation resource amount that is a constraint on a calculation resource amount used for learning processing of a language model and a target language resource amount that is a resource amount of an available target language, and a prediction unit for referring to a combination of a second pair and a second epoch number, and predicting a range of a first epoch number in which a loss in learning using the calculation resource amount and the target language resource amount included in the first pair becomes smaller.

CPC Classifications

G06N 3/084 G06F 9/5027

Filing Date

2025-09-24

Application No.

19338191

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