Source Code Reference

zeus

Zeus is a framework for deep learning energy measurement and optimization.

• run: Machinery for actually running Zeus.
• monitor: Class for profiling energy inside training scripts.
• optimizer: A collection of optimizers for various knobs.
• callback: Callback definition.
• controller: A collection of controllers that influence training flow.
• analyze: Functions for analyzing log files.
• job: Job specification.
• simulate: Machinery for trace-driven Zeus.
• device: Abstraction of compute devices.
• policy: Collection of optimization policies.
• util: Utility functions and classes.