torch.optim.Optimizer.step

Optimizer.step(closure) [source]

Performs a single optimization step (parameter update).

Parameters:

closure (Callable) – A closure that reevaluates the model and returns the loss. Optional for most optimizers.

Note

Unless otherwise specified, this function should not modify the .grad field of the parameters.