US 2026/0099684 A1 · LEARNING METHOD DETERMINATION DEVICE, LEARNING METHOD DETERMINATION METHOD, AND NON-TRANSITORY COMPUTER READABLE MEDIUM STORING LEARNING METHOD DETERMINATION PROGRAM FOR SUPPORTING DECISION MAKING

Abstract

A language model is efficiently trained. A learning method determination device includes an acquisition unit for acquiring a first 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, a threshold determination unit for referring to the first calculation resource amount and determining a first threshold to be referred to for determining a schedule of the learning processing, a comparison unit for comparing the target language resource amount with the first threshold, and a schedule determination unit for referring to a comparison result and determining the schedule.

Claims18

Dependent claims

A learning method determination device comprising:

a memory that stores instructions;
and
a processor configured, according to the instructions, to execute:
acquiring a first calculation resource amount and a target language resource amount, the first calculation resource amount being a constraint on a calculation resource amount used for learning processing of a language model for a target language, the target language resource amount being a resource amount of the target language available in the learning processing;
determining a first threshold to be referred to for determining a schedule of a rate at which the target language resource amount is used in the language resource amount used in the learning processing of the language model with reference to the first calculation resource amount;
comparing the target language resource amount with the first threshold;
and
determining the schedule with reference to a comparison result.

5 more elements

A non-transitory computer readable medium having stored therein a learning method determination program for supporting decision making to cause a computer to function as a learning method determination device, wherein the computer functions as:

an acquisition means for acquiring a first calculation resource amount that is a constraint on a calculation resource amount used for learning processing of a language model for a target language and a target language resource amount that is a resource amount of the target language available in the learning processing;
a threshold determination means for determining a first threshold to be referred to for determining a schedule of a rate at which the target language resource amount is used in the language resource amount used in the learning processing of the language model with reference to the first calculation resource amount;
a comparison means for comparing the target language resource amount with the first threshold;
and
a schedule determination means for determining the schedule with reference to a comparison result by the comparison means.

2 more elements

Dependencies are inferred from the claim text.

Learning method determination device, learning method determination method, and non-transitory computer readable medium storing learning method determination program for supporting decision making

Life of this patent

Learning method determination device, learning method determination method, and non-transitory computer readable medium storing learning method determination program for supporting decision making

Life of this patent

Abstract

Claims18