Patent ID: 11886963
Assignee: OCTOML, INC.
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 13:
14. One or more storage devices collectively storing a machine learning model retrieval and optimization result data structure, none of the storage devices constituting a transitory propagating signal per se, the data structure comprising:
information specifying a machine learning model, including a model type of the machine learning model;
information specifying a hardware target of the machine learning model, the information specifying the hardware target including an indication of hardware upon which the machine learning model is to be deployed; and
information specifying optimization result data, the optimization result data being associated with one or more hardware targets and one or more model types wherein the optimization result data reflects a level of consumption of hardware resources resulting from changing one or more machine learning models;
information specifying second optimization result data,, such that, the information specifying optimization result data and the hardware target are used to change software code that defines the machine learning model, and, the information specifying the second optimization result data is obtained by evaluating the performance of the changed machine learning model on hardware specified by the hardware target.