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US 2026/0010683 A1Published application
Simulation apparatus, recording medium, simulation method, and information processing apparatus
AssigneeRohm Co., Ltd.
InventorsKenji HAMACHI, Koji TAMANO
Life of this patent
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Abstract
In the simulation apparatus, a model setting unit executes setting related to a chunk as a batch block of data in a case where data are sequentially entered into a machine learning model on a basis of loaded data. A model computing unit executes computations of unsupervised training and computations of prediction by sequentially entering the chunk into the machine learning model. The model setting unit executes settings related to calculation accuracy of the machine learning model.
Claims6
A simulation apparatus comprising:
- a model storage unit in which a machine learning model configured to execute training and prediction has been stored;
- a model computing unit configured to execute computing process by using the machine learning model;
- an operation input portion;
- a loading unit configured to load data;
- and
- a model setting unit configured to execute setting related to the machine learning model on a basis of input by the operation input portion,
- a wherein
- a the model setting unit is configured to, on a basis of the loaded data, execute setting related to a chunk as a batch block of data in a case where data are sequentially entered into the machine learning model,
- a the model computing unit is configured to execute computations of unsupervised training and computations of prediction by sequentially entering the chunk into the machine learning model, and
- a the model setting unit is configured to execute setting related to calculation accuracy of the machine learning model.
7 more elements
A simulation method comprising:
- a first step of loading data;
- a second step of executing setting related to a chunk as a batch block of data in a case where data are sequentially entered into a machine learning model on a basis of the loaded data;
- a third step of executing setting related to calculation accuracy of the machine learning model;
- and
- a fourth step of executing computations of unsupervised training and computations of prediction by sequentially entering the chunk into the machine learning model.
2 more elements
An information processing apparatus comprising
- a a processor, wherein
- a the unitary processor is configured to be able to switchingly execute either a computing process of a first calculation accuracy by using a machine learning model or a computing process of a second calculation accuracy different from the first calculation accuracy by using the machine learning model.
Dependencies are inferred from the claim text.