Welcome to decent-bench!

decent-bench allows you to benchmark decentralized optimization algorithms under various communication constraints, providing realistic algorithm comparisons in a user-friendly and highly configurable setting.

Contributions are very welcome, see developer guide on how to get started. Please contact Dr. Nicola Bastianello for discussions or start an open discussion at GitHub. Report any bugs you may find to GitHub.

• Background
• User Guide
• API Reference
• Developer Guide
• Advanced Developer Guide
• Contributors
• (TEMP) PyTorch Optimizer Integration