35 lines
643 B
YAML
35 lines
643 B
YAML
use_gpu: True
|
|
device: 2
|
|
federate:
|
|
mode: standalone
|
|
total_round_num: 100
|
|
client_num: 5
|
|
sample_client_rate: 1.0
|
|
method: FedAvg
|
|
save_to: '../SimCLR_on_Cifar4CL_global_lr0.03_lus10_rn100epoch_repairsave.ckpt'
|
|
data:
|
|
root: 'data'
|
|
type: 'Cifar4CL'
|
|
batch_size: 512
|
|
splitter: 'lda'
|
|
splitter_args: [{'alpha': 0.1}]
|
|
num_workers: 4
|
|
model:
|
|
type: 'SimCLR'
|
|
train:
|
|
local_update_steps: 10
|
|
batch_or_epoch: 'epoch'
|
|
optimizer:
|
|
lr: 0.03
|
|
momentum: 0.9
|
|
weight_decay: 0.0001
|
|
early_stop:
|
|
patience: 0
|
|
criterion:
|
|
type: 'NT_xentloss'
|
|
trainer:
|
|
type: 'cltrainer'
|
|
eval:
|
|
freq: 5
|
|
metrics: ['loss']
|
|
split: ['val', 'test'] |