36 lines
578 B
YAML
36 lines
578 B
YAML
use_gpu: True
|
|
device: 0
|
|
federate:
|
|
mode: 'standalone'
|
|
make_global_eval: True
|
|
total_round_num: 30
|
|
client_num: 4
|
|
sample_client_num: 3
|
|
data:
|
|
root: data/
|
|
splitter: scaffold_lda
|
|
transform: ['AddSelfLoops']
|
|
splitter_args: [{'alpha': 0.1}]
|
|
dataloader:
|
|
type: pyg
|
|
batch_size: 64
|
|
model:
|
|
type: mpnn
|
|
hidden: 64
|
|
task: graph
|
|
out_channels: 2
|
|
flitplus:
|
|
tmpFed: 0.5
|
|
factor_ema: 0.8
|
|
train:
|
|
local_update_steps: 333
|
|
optimizer:
|
|
type: 'Adam'
|
|
lr: 0.0001
|
|
weight_decay: 0.00001
|
|
criterion:
|
|
type: CrossEntropyLoss
|
|
eval:
|
|
freq: 50
|
|
metrics: ['roc_auc']
|