torch.optim.sgd.SGD Class Reference

Inheritance diagram for torch.optim.sgd.SGD:

Public Member Functions
def	__init__ (self, params, lr=required, momentum=0, dampening=0, weight_decay=0, nesterov=False)
def	__setstate__ (self, state)
def	step (self, closure=None)

Detailed Description

Definition at line 5 of file sgd.py.

Member Function Documentation

def torch.optim.sgd.SGD.step	(		self,
			closure = None
	)

Performs a single optimization step.

Arguments:
    closure (callable, optional): A closure that reevaluates the model
and returns the loss.

Definition at line 71 of file sgd.py.

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The documentation for this class was generated from the following file:

• torch/optim/sgd.py