Autograd, variable

I have a net that do not use the embedding, or rnn module. I just create a Variable, but is seems that the variable does not change itself during the training. How can adjust the variable

I want to tune the variable.

You are a bit vague but maybe you forgot to set requires_grad?:

v = Variable(..., requires_grad=True)

Thank you, I just found what I’m looking for, the nn.Parameter, a kind of Variable, it can be added into the model’s parameters() default.