torch.Tensor.requires_grad
Tensor.requires_grad
Is "True" if gradients need to be computed for this Tensor, "False"
   otherwise.
Note:
 The fact that gradients need to be computed for a Tensor do not
 mean that the "grad" attribute will be populated, see "is_leaf"
 for more details.
