37 lines
616 B
YAML
37 lines
616 B
YAML
use_gpu: True
|
|
device: 2
|
|
early_stop:
|
|
patience: 200
|
|
improve_indicator_mode: mean
|
|
# monitoring: ['dissim']
|
|
federate:
|
|
mode: standalone
|
|
total_round_num: 400
|
|
data:
|
|
root: data/
|
|
type: 'csbm'
|
|
#type: 'csbm_data_feb_07_2022-00:19'
|
|
cSBM_phi: [0.1, 0.5, 0.9]
|
|
dataloader:
|
|
type: pyg
|
|
batch_size: 1
|
|
model:
|
|
type: gpr
|
|
hidden: 256
|
|
out_channels: 2
|
|
task: node
|
|
#personalization:
|
|
#local_param: ['prop1']
|
|
train:
|
|
local_update_steps: 2
|
|
optimizer:
|
|
lr: 0.5
|
|
weight_decay: 0.0005
|
|
type: SGD
|
|
criterion:
|
|
type: CrossEntropyLoss
|
|
trainer:
|
|
type: nodefullbatch_trainer
|
|
eval:
|
|
metrics: ['acc', 'correct']
|