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MACHINE LEARNING SERVICE DEVICE, MACHINE LEARNING SERVICE METHOD, AND PROGRAM

机译:机器学习服务设备,机器学习服务方法和程序

摘要

The purpose of the present invention is to eliminate the need for a resource design process required for a user to use machine learning service, and thereby reduce the burden of time and cost imposed on the user. This machine learning service device is provided with: a requirement specification function unit (11) which specifies a desired task, model, amount of processing, and performance for machine learning; and a resource design unit (12) which uses the task, model, and amount of processing specified by the requirement specification function unit to predict, via machine learning, attainable performances associated with a plurality of resource settings, and selects, on the basis of the prediction results, a resource setting that satisfies the specified performance.
机译:本发明的目的是消除对用户使用机器学习服务所需的资源设计过程的需要,从而降低用户对用户施加的时间和成本负担。本机学习服务设备提供:需求规范功能单元(11),它指定所需的任务,型号,处理量和机器学习的性能;和资源设计单元(12)使用要求规范功能单元指定的任务,模型和处理量来通过机器学习来预测与多个资源设置相关联的可达到的性能,并根据基础选择预测结果,满足指定性能的资源设置。

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