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

Claim 14:
15. The system of claim 13, wherein executing the model initial development phase comprises
obtaining a model training request, wherein the model training request specifies the first criteria, the second criteria, and the third criteria;
in response to obtaining the model training request, training a plurality of models in development using a set of hyper-parameters, wherein the set of hyper-parameters is specified in the model training request; and
during the training of the models in development using the set of hyper-parameters and for each of the models in development, recording:
a time to completion (TTC) for completing the training, and
a total computing resource usage for completing the training;

determining, using a total of the TTC of all of the models in development, a model hyper-parameter training schedule, wherein the total of the TTC is the second criteria;
determining, a maximum hyper-parameter training iteration based on a sum of the total computing resource usage of all of the models in development and the first criteria; and
executing additional training of the models in development based on the maximum hyper-parameter training iteration and the model hyper-parameter training schedule.