^j lddlZddlmZddlmZddlZddlZddlmZGddeZ GddeZ y) N)reduce) deprecated)FunctioncFeZdZeededZedZy)Typezt`torch.autograd._functions.Type` is deprecated as of PyTorch 2.1, please use `torch.tensor.to(dtype=dtype)` instead.)categoryct||_|jsdn|j|_|j|SN)type input_typeis_cuda get_device input_device)ctxi dest_types k/var/www/ramen.bs-engineer-server.com/venv/lib/python3.12/site-packages/torch/autograd/_functions/tensor.pyforwardz Type.forward s4a%&YY2ALLNvvi  c|jdk(r|j|jdfStjj |j5|j|jdfcdddS#1swYyxYwr )rr r torch accelerator device_indexr grad_outputs rbackwardz Type.backwardsr   r !##CNN3T9 9""//0@0@A >"''7= > > >s A==BN)__name__ __module__ __qualname__ staticmethodr FutureWarningrrrrrr s= = ! ! >>rrc,eZdZedZedZy)Resizec ||_ttj|d|_|j |jk7r}t dj djtt||jdjtt|j|j |j|_ |jr.|j||jj|S|j!r.|j#|jj|}|S|jj|S)Nzrequested resize to {} ({} elements in total), but the given tensor has a size of {} ({} elements). autograd's resize can only change the shape of a given tensor, while preserving the number of elements. x)sizesroperatormulnumel RuntimeErrorformatjoinmapstrsize input_sizes is_quantizedcopy_ contiguousview is_contiguousnew)rtensorr)results rrzResize.forward$s 8<<2 <<>SYY &H&HHSe_-IIHHSfkkm45LLN   !++-    LL +6$$&++U3 3    !9VZZ'224995AFM+6$$&++U3 3rc|j|jk7r)td|jd|j|jj|jdfS)NzExpected grad_output to have z elements, but got )r,AssertionErrorr6r7r3rs rrzResize.backwardAsj    #)) + / {:MkN_N_NaMbc %%',,S__=tCCrN)rrr r!rrr#rrr%r%#s*446DDrr%) r* functoolsrtyping_extensionsrr torch._utilstorch.autograd.functionrrr%r#rrrBs1( ,>8>0%DX%Dr