FS-TFP/scripts/attack_exp_scripts/privacy_attack/PIA_toy.yaml

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YAML

use_gpu: False
device: 0
seed: 12345
federate:
mode: standalone
total_round_num: 10
sample_client_num: 5
client_num: 10
data:
root: data/
type: toy
splits: [0.6,0.2,0.2]
subsample: 0.0001
dataloader:
batch_size: 1
model:
type: lr
hidden: 2048
out_channels: 62
train:
local_update_steps: 2
optimizer:
lr: 0.01
weight_decay: 0.0
trainer:
type: general
eval:
freq: 10
metrics: ['acc', 'correct']
attack:
attack_method: PassivePIA
classifier_PIA: svm