FS-TFP/scripts/example_configs/fed_node_cls.yaml

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YAML

use_gpu: True
device: 0
early_stop:
patience: 100
improve_indicator_mode: mean
federate:
mode: standalone
make_global_eval: True
client_num: 5
total_round_num: 400
data:
root: data/
type: cora
splitter: 'louvain'
dataloader:
batch_size: 1
model:
type: gcn
hidden: 64
dropout: 0.5
out_channels: 7
optimizer:
weight_decay: 0.0005
type: SGD
criterion:
type: CrossEntropyLoss
trainer:
type: nodefullbatch_trainer
eval:
metrics: ['acc', 'correct']
hpo:
scheduler: sha
larger_better: True
metric: 'server_global_eval.test_acc'
sha:
budgets: [1,3,9]