36 lines
628 B
YAML
36 lines
628 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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federate:
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mode: standalone
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total_round_num: 500
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sample_client_rate: 0.01
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make_global_eval: True
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merge_test_data: True
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share_local_model: True
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online_aggr: True
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data:
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root: data/
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type: twitter
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batch_size: 5
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subsample: 0.005
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num_workers: 0
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model:
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type: lr
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out_channels: 2
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dropout: 0.0
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train:
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local_update_steps: 10
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optimizer:
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lr: 0.0003
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weight_decay: 0.0
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criterion:
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type: CrossEntropyLoss
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trainer:
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type: nlptrainer
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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' ]
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best_res_update_round_wise_key: 'test_loss' |