41 lines
650 B
YAML
41 lines
650 B
YAML
use_gpu: True
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device: 0
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early_stop:
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patience: 100
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seed: 12345
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federate:
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mode: standalone
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make_global_eval: True
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client_num: 5
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total_round_num: 500
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join_in_info: ['num_sample']
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data:
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root: data/
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type: cora
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splitter: 'louvain'
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batch_size: 1
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model:
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type: gcn
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hidden: 64
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dropout: 0.5
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out_channels: 7
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task: node
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criterion:
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type: CrossEntropyLoss
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train:
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local_update_steps: 1
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optimizer:
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lr: 0.25
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weight_decay: 0.0005
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trainer:
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type: nodefullbatch_trainer
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eval:
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freq: 1
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metrics: ['acc', 'correct', 'f1']
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split: ['test', 'val', 'train']
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nbafl:
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use: True
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mu: 0.0
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w_clip: 0.1
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epsilon: 20
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constant: 1 |