scglue.models.plugins.LRScheduler

class scglue.models.plugins.LRScheduler(*optims, monitor=None, patience=None, burnin=0)

Bases: TrainingPlugin

Reduce learning rate on loss plateau

Parameters:

• *optims (torch.optim.optimizer.Optimizer) – Optimizers

• monitor (typing.Optional[str]) – Loss to monitor

• patience (typing.Optional[int]) – Patience to reduce learning rate

• burnin (int) – Burn-in epochs to skip before initializing learning rate scheduling

Methods

attach

Attach custom handlers to training or validation engine

Attributes

logger