Algorithm 1
Algorithm outlining the Federated Averaging (local SGD) procedure, where multiple clients with equal-sized local datasets perform local stochastic gradient descent and periodically send updated model parameters to a central server, which averages them to update the global model.

Federated Averaging (local SGD), when all clients have the same amount of data.

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