torch.optim.Optimizer.step Optimizer.step(closure: None = None) → None [source] Optimizer.step(closure:Callable[[],float]) → float Perform a single optimization step to update parameter. Parameters closure (Callable) – A closure that reevaluates the model and returns the loss. Optional for most optimizers.