use_gpu: True
device: 1
federate:
  mode: standalone
  local_update_steps: 1
  total_round_num: 40
  batch_or_epoch: 'epoch'
  client_num: 5
  share_local_model: True
  online_aggr: True
data:
  root: 'glue'
  type: 'cola@huggingface_datasets'
  args: [{'max_len': 128}]
  batch_size: 128
  splitter: 'lda'
  splitter_args: [{'alpha': 0.5}]
  num_workers: 0
model:
  type: 'google/bert_uncased_L-2_H-128_A-2@transformers'
  task: 'SequenceClassification'
  out_channels: 2
optimizer:
  lr: 0.0001
  weight_decay: 0.0
criterion:
  type: 'CrossEntropyLoss'
trainer:
  type: 'nlptrainer'
eval:
  freq: 1
  metrics: ['acc', 'correct', 'f1']
  split: ['val', 'train']