40 lines
710 B
YAML
40 lines
710 B
YAML
use_gpu: True
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device: 0
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early_stop:
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patience: 20
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improve_indicator_mode: mean
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federate:
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mode: 'standalone'
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make_global_eval: False
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local_update_steps: 1
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total_round_num: 400
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share_local_model: False
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data:
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root: data/
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type: fs_contest_data
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splitter: ooxx
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model:
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type: gin
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hidden: 64
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out_channels: 0
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task: graph
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personalization:
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local_param: ['encoder_atom', 'encoder', 'clf'] # to handle size-different pre & post layers
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optimizer:
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lr: 0.01
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weight_decay: 0.0005
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type: SGD
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criterion:
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type: CrossEntropyLoss
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trainer:
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type: graphmaml_trainer
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finetune:
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before_eval: True
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steps: 300
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eval:
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freq: 5
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metrics: ['acc', 'correct']
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maml:
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use: True
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inner_lr: 0.01
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