Patent ID: 11966821
Assignee: BANK OF AMERICA CORPORATION
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 16:
17. An artificial intelligence (“AI”) system for reducing a computational load of a model training system, the system comprising:
a frontend user interface configured to:
provide access to training data for a plurality of machine learning models in a first server; and
apply changes to the training data;

a GPU model training system configured to train and serialize one or more of the plurality of models in a second server; and
a model services server running an AI engine configured to regulate a computational load of the GPU model training system, wherein the AI engine:
examines the changes applied to the training data;
determines a target model set comprising models in the plurality of machine learning models that require retraining in response to the changes applied to the training data;
extracts the target model set from the first server;
pushes the target model set to the GPU model training system in the second server; and
triggers retraining by the GPU model training system of the target model set instead of the entire plurality of machine learning models, thereby reducing a number of machine learning models that are trained by the GPU model training system per unit of time and reducing a computational load of the GPU model training system per unit of time.