Patent ID: 11893484
Assignee: X DEVELOPMENT LLC
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 16:
17. A non-transitory computer-readable medium having logic stored thereon that, in response to execution by one or more processors of a computing device, cause the computing device to perform actions for training a machine learning model to generate outputs for predicting an optimal parallel execution architecture for simulation of a design, the actions comprising:
determining, by the computing device, a set of sample designs;
causing, by the computing device, each sample design to be simulated using at least one hardware configuration;
determining, by the computing device, a set of features for each simulation, wherein the set of features for each simulation includes a number of segment types of the sample design in the simulation, a total number of segments of the sample design in the simulation, and a characteristic of the hardware configuration of the simulation;
training, by the computing device, at least one machine learning model using the features for each simulation and the measured performance of each simulation as training data; and
storing, by the computing device, the at least one machine learning model in a model data store.