FS-TFP/benchmark/B-FHTL/scripts/Graph-DC/fedavg.yaml

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656 B
YAML

use_gpu: True
device: 0
early_stop:
patience: 20
improve_indicator_mode: mean
federate:
mode: 'standalone'
make_global_eval: False
local_update_steps: 4
batch_or_epoch: 'epoch'
total_round_num: 400
share_local_model: False
data:
root: data/
type: fs_contest_data
splitter: ooxx
model:
type: gin
hidden: 64
out_channels: 0
task: graph
personalization:
local_param: ['encoder_atom', 'encoder', 'clf'] # to handle size-different pre & post layers
optimizer:
lr: 0.5
weight_decay: 0.0005
type: SGD
criterion:
type: CrossEntropyLoss
trainer:
type: graphminibatch_trainer
eval:
freq: 5
metrics: ['acc', 'correct']