Index_fill_ problem

hello, I have read the tutorial about the autograd, it says the autograd does not support in place operation, , but I saw index_fill_ function in Tensor. So I cannot use index_fill_ in the forward forward? Iam confused about it. Could you help me?

I also have similar issue and need help on this. Help is appreciated.

Thanks in advance.
Regards,
Shane.