PROCESSOR POWER MANAGEMENT

An apparatus is disclosed with one or more processors including a graphics processing unit, the graphics processing unit including a graphics processing pipeline, and a memory to store data, including graphics data processed by the graphics processing pipeline, wherein the graphics processing unit is to conduct a training session with an application, the training session including a plurality of executions of the application utilizing the graphics processing pipeline, wherein the plurality of executions of the application includes executing the application under a plurality of different operating parameters, a plurality of different hardware configurations, or both, collect performance data for the application during the plurality of executions of the application, generate a performance profile for the application as processed in the graphics processing pipeline based on the collected performance data, train a neural network to configure the graphics processing pipeline based on performance profile data from the performance profile for the application, and utilize the trained neural network to configure the graphics processing pipeline to execute an instance of the application. Furthermore, a method and one or more computer-readable media are disclosed.