gradient clipping

[wangjiawen2013]

Hi,
This is how I clip the gradients, but it seems that it will not work.

let loss = MseLoss::new().forward(output.clone(), batch.targets, Mean);
let grads = loss.backward();
let grads = GradientClippingConfig::Norm(1.0).init().clip_gradient(grads);

So could you give an example on how to clip the gradients ?

[wangjiawen2013]

Besides, how to display and get the values of the grads ?