-
Notifications
You must be signed in to change notification settings - Fork 0
/
config-defaults.yaml
39 lines (39 loc) · 924 Bytes
/
config-defaults.yaml
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
alpha:
desc: The client-side inner-loop learning rate
value: 0.01
beta:
desc: The client-side outer-loop learning rate
value: 0.1
client_num_per_round:
desc: The number of sample workers per communication round
value: 10
comm_rounds:
desc: The number of communication rounds
value: 2000
dataset:
desc: The benchmark to train on
value: cifar100
delta:
desc: The delta value for calculating Hessian-free grads
value: 0.1
inner_epochs:
desc: The number of local fine-tuning rounds
value: 5
lambda_reg:
desc: The lambda regularizer for l2-regularization loss
value: 1
lr:
desc: The server learning rate
value: 0.1
method:
desc: Type of personalized FL
value: fedsim
random_seed:
desc: Random seed
value: 1111
server_partition:
desc: The proportion of partitioned data in the server
value: 5
test_client_num:
desc: The number of sampled test clients to evaluate model
value: 5