Table 7.
Hyperparameters | Explain | Default Value |
---|---|---|
learning_rate | Optimizer learning rate | 0.01 |
num_rounds | Communication rounds | 1 00 |
clients_per_round | Number of clients per training round | 1 0 |
num _epochs | Number of local training rounds | 1 0 |
num_iters | Number of iterations per round | 2 0 |
eval_every | Evaluate every few rounds | 1 |
batch_size | Batch sample size | 1 0 |
see | random seed | 0 |
mu | Constraint difference parameters | 1 |
stepsize(ss) | Constrained attention aggregation weight parameters | 1.2 |