37 lines
650 B
YAML
37 lines
650 B
YAML
use_gpu: True
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device: 0
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federate:
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mode: standalone
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total_round_num: 100
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client_num: 5
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sample_client_rate: 1.0
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share_local_model: True
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online_aggr: True
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method: FedAvg
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save_to: '../test_supervised.ckpt'
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data:
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root: 'data'
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type: 'Cifar4LP'
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batch_size: 256
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splitter: 'lda'
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splitter_args: [{'alpha': 0.1}]
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num_workers: 4
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model:
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type: 'supervised_fedavg'
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train:
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local_update_steps: 3
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batch_or_epoch: 'epoch'
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optimizer:
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lr: 0.03
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momentum: 0.9
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weight_decay: 0.0
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early_stop:
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patience: 0
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criterion:
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type: CrossEntropyLoss
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trainer:
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type: general
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eval:
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freq: 10
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metrics: ['acc']
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split: ['val', 'test'] |