Computer-readable recording medium having stored therein information processing program, information processing apparatus, and information processing method

An information processing apparatus comprising:

• a memory;
• a processor connected to the memory;
• and
• a computation resource,
• wherein the processor is configured to:
• compare a free space of a memory included in the computation resource with a data amount of model data of a machine learning model;
• prefetch the entire model data into the memory when the data amount is equal to or less than the free space;
• and
• when the data amount is greater than the free space, generate a plurality of pieces of partial model data by dividing the model data in units of layers constituting the machine learning model, and prefetch one or more pieces of the plurality of partial model data corresponding to the free space among the plurality of pieces of partial model data.

An information processing method, using a computer having a computation resource, comprising:

• comparing a free space of a memory included in the computation resource with a data amount of model data of a machine learning model;
• prefetching the entire model data into the memory when the data amount is equal to or less than the free space;
• and
• when the data amount is greater than the free space, generating a plurality of pieces of partial model data by dividing the model data in units of layers constituting the machine learning model, and prefetching one or more pieces of the plurality of partial model data corresponding to the free space among the plurality of pieces of partial model data.