48 lines
793 B
YAML
48 lines
793 B
YAML
use_gpu: True
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device: 0
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early_stop:
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patience: 5
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seed: 12345
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federate:
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client_num: 2
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mode: 'distributed'
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make_global_eval: False
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online_aggr: False
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total_round_num: 20
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distribute:
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use: True
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server_host: '127.0.0.1'
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server_port: 50051
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client_host: '127.0.0.1'
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client_port: 50052
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role: 'client'
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data_idx: 1
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model:
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type: xgb_tree
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lambda_: 0.1
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gamma: 0
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num_of_trees: 10
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max_tree_depth: 3
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data:
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root: data/
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type: credit
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splits: [0.8, 0.2]
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dataloader:
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type: raw
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batch_size: 2000
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criterion:
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type: CrossEntropyLoss
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trainer:
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type: verticaltrainer
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train:
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optimizer:
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# learning rate for xgb model
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eta: 0.5
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vertical:
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use: True
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dims: [5, 10]
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algo: 'xgb'
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data_size_for_debug: 2000
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eval:
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freq: 3
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best_res_update_round_wise_key: test_loss |