o hf@sBUddlmZmZmZmZmZmZmZddlm Z m Z m Z ddl m Z ee e gefZiZeeeefed<dededdfd d Zd e d e deefd dZdeeefd e deefddZdeed e deefddZdeed e deefddZded e deefddZeeeeeeeeeee edS))CallableAnyTupleListDictType NamedTuple)PyTreeTreeSpecLeafSpec) namedtupleSUPPORTED_NODEStypflatten_fn_specreturnNcCs |t|<dS)N)r )rrrF/var/www/html/ai/venv/lib/python3.10/site-packages/torch/fx/_pytree.pyregister_pytree_flatten_specs rpytreespeccCspt|tr|gS|jtvrtt|dt|j}|||}g}t||jD] \}}t||}||7}q(|S)Nz does not have a flatten_fn_spec associated with it. Please register one with torch.fx._pytree.register_pytree_flatten_spec. If you have serialized your model, make sure that any custom pytrees have been registered before loading it.) isinstancer typer RuntimeErrorzipchildren_specstree_flatten_spec)rrr child_pytreesresultchild child_specflatrrrr s       rdcsfdd|jDS)Ncg|]}|qSrr).0kr!rr z&_dict_flatten_spec..)contextr!rrr%r_dict_flatten_specsr*cfddtt|jDS)Ncr"rrr#ir%rrr&r'z&_list_flatten_spec..rangelenrr)rr%r_list_flatten_specr1cr+)Ncr"rrr,r%rrr&"r'z'_tuple_flatten_spec..r.r)rr%r_tuple_flatten_spec!r2r3cr+)Ncr"rrr,r%rrr&%r'z,_namedtuple_flatten_spec..r.r)rr%r_namedtuple_flatten_spec$r2r4)typingrrrrrrrtorch.utils._pytreer r r collectionsr FlattenFuncSpecr __annotations__rrr*r1r3r4dictlisttuplerrrrs& "