51 lines
1004 B
YAML
51 lines
1004 B
YAML
use_gpu: True
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device: 0
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outdir: twitter_exp/pfedhpo_R0_2
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seed: 11111
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early_stop:
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patience: 100000
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federate:
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mode: 'standalone'
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total_round_num: 4
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sample_client_rate: 0.01
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share_local_model: True
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online_aggr: True
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make_global_eval: False
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merge_test_data: False
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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'
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hpo:
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scheduler: pfedhpo
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num_workers: 0
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pfedhpo:
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use: True
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discrete: True
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train_fl: False
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train_anchor: False
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target_fl_total_round: 4
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ss: 'scripts/example_configs/pfedhpo/twitter/ss.yaml'
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metric: 'client_summarized_weighted_avg.val_avg_loss'
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working_folder: twitter_exp/pfedhpo_R0_2/working
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