Patent ID: 11928464
Assignee: DELL PRODUCTS L.P.
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 13:
14. The system of claim 13, wherein executing the model initial development phase further comprises:
after determining the model training schedule, executing additional training, using the model training schedule, for the models in development that were not pruned;
determining, during the additional training and for reach of the models in development that were no pruned:
a model accuracy, and
a total computing resource usage for completing the additional training, and

determining, based on a sum of the total computing resource usage of all of the models in development that were not pruned, that the first criteria has been met, wherein the first criteria is a user's computing resource usage budget for the model initial development phase; and
based on determining that the first criteria has been met, identifying all models among the models in development that were not pruned with the model accuracy that meets the third criteria of a set of production ready models, wherein the third criteria is a target model accuracy specified by the user.