46 lines
802 B
YAML
46 lines
802 B
YAML
use_gpu: True
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device: 3
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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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share_local_model: True
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online_aggr: True
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use_diff: True
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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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dataloader:
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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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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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criterion:
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type: CrossEntropyLoss
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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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hpo:
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scheduler: sha
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num_workers: 0
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init_cand_num: 81
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ss: 'scripts/example_configs/cora/hpo_ss_sha.yaml'
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sha:
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budgets: [2, 4, 12, 36]
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metric: 'server_global_eval.val_avg_loss'
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