FS-TFP/federatedscope/contrib/scheduler/example.py

19 lines
487 B
Python

from federatedscope.register import register_scheduler
def call_my_scheduler(optimizer, reg_type):
try:
import torch.optim as optim
except ImportError:
optim = None
scheduler = None
if reg_type == 'myscheduler':
if optim is not None:
lr_lambda = [lambda epoch: epoch // 30]
scheduler = optim.lr_scheduler.LambdaLR(optimizer, lr_lambda)
return scheduler
register_scheduler('myscheduler', call_my_scheduler)