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Welcome to decent-bench

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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.

Installation

Requires Python 3.13+

pip install decent-bench

Contributors

decent-bench is developed by Elias Ram, Simon Granström, Adriana Rodriguez under the supervision of Dr. Nicola Bastianello.

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A benchmarking framework for decentralized optimization

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  • Python 100.0%