Describe the process of benchmarking Federated Learning algorithms.
Instruction: Explain how to effectively benchmark Federated Learning algorithms, including key metrics and considerations.
Context: This question probes the candidate's knowledge of evaluating and comparing the performance of Federated Learning algorithms, emphasizing the importance of comprehensive benchmarking practices.
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I would benchmark federated algorithms across both model and systems dimensions...