Patent ID: 11907817
Assignee: GOOGLE LLC
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 17:
18. A non-transitory computer readable storage medium comprising instructions that, when executed by a processing device, cause the processing device to perform operations comprising:
running a simulation test on a first machine learning model, wherein the first machine learning model is trained using first training data collected over a time period, the first training data comprising a set of training inputs and a set of target outputs;
responsive to determining that a result of the simulation test run on the first machine learning model satisfies one or more criteria, determining a size of the set of target outputs of the first training data;
obtaining second training data for training a second machine learning model, wherein a size of a set of target outputs of the second training data meets or exceeds the size of the set of target outputs of the first training data; and
causing the second machine learning model to be trained using the obtained second training data.