Technique For Transforming Artificial Intelligence Model For Performance Optimization Of Artificial Intelligence Model

A non-transitory computer-readable medium storing a computer program that, when executed by a computing device, causes the computing device to perform operations for transforming an artificial intelligence model for performance optimization of the artificial intelligence model, the operations comprising:

• receiving a first query for identifying a target artificial intelligence model to be subjected to transformation, and a second query for identifying a target platform on which the target artificial intelligence model is to be executed;
• accessing a scenario database that stores a plurality of transformation scenarios, and determining a target transformation scenario to be applied to the target artificial intelligence model among the plurality of transformation scenarios by using the first query and the second query, wherein each of the plurality of transformation scenarios identifies a combination of model optimization tools to be executed on an artificial intelligence model;
• and
• transforming the target artificial intelligence model by applying target model optimization tools included in the target transformation scenario to the target artificial intelligence model.

A computing device for transforming an artificial intelligence model for performance optimization of the artificial intelligence model, the computing device comprising:

• at least one processor configured to:
• receive a first query for identifying a target artificial intelligence model to be subjected to transformation, and a second query for identifying a target platform on which the target artificial intelligence model is to be executed;
• access a scenario database that stores a plurality of transformation scenarios, and determine a target transformation scenario to be applied to the target artificial intelligence model among the plurality of transformation scenarios by using the first query and the second query, wherein each of the plurality of transformation scenarios identifies a combination of model optimization tools to be executed on an artificial intelligence model;
• and
• transform the target artificial intelligence model by applying target model optimization tools included in the target transformation scenario to the target artificial intelligence model.