Information processing device, machine learning method, and computer readable storage medium

Disclosed are an information processing device, a machine learning method, and a computer readable storage medium. The method includes determining a data type to be used for each of a plurality of operations, the plurality of operations being a series of operations to be used in machine learning pro...

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1. Verfasser: NUKARIYA ATSUSHI
Format: Patent
Sprache:chi ; eng
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Zusammenfassung:Disclosed are an information processing device, a machine learning method, and a computer readable storage medium. The method includes determining a data type to be used for each of a plurality of operations, the plurality of operations being a series of operations to be used in machine learning processing; reducing a total processing time by modifying the determined data type to be used in each of the operations to a data type that is more accurate than the data type defined by the determining, the total processing time being a time period including an operation time for each of the plurality of operations and a conversion time taken to convert the data type; and executing each of the plurality of operations by using the modified data type of each of the plurality of operations. 公开了信息处理装置、机器学习方法和计算机可读存储介质。该方法包括:确定待用于多个运算中的每个运算的数据类型,多个运算是待在机器学习处理中使用的一系列运算;通过将待在每个运算中使用的所确定的数据类型修改为比通过所述确定所定义的数据类型更精确的数据类型来减少总处理时间,总处理时间是包括多个运算中的每个运算的运算时间和转换数据类型所花费的转换时间的时间段;以及通过使用多个运算中的每个运算的经修改后的数据类型来执行多个运算中的每个运算。