j UddlmZddlmZmZmZmZmZmZm Z m Z ddl Z ddl mZmZeeegefZeeegefZiZee eefed<iZee eeefed< dde eded eed dfd Z dd eded eefdZdeeefded eefdZdeeded eefdZde eded eefdZdeded eefdZdeeefded efdZdeeded efdZde eded efdZdeded efdZee eeee!eeee"eee j#j$D]Z%ee%eeeeeedS)) namedtuple)AnyCallableDictList NamedTupleOptionalTupleTypeN)PyTreeTreeSpecSUPPORTED_NODESSUPPORTED_NODES_EXACT_MATCHclsflatten_fn_specflatten_fn_exact_match_specreturnc.|t|<|t|<dSN)rr)rrrs AC:\Projects\Historical\venv\Lib\site-packages\torch/fx/_pytree.pyregister_pytree_flatten_specrs +OC'B$$$Fpytreespecc|r|gS|jtvrtt|dt|j}|||}|r5t|j}|r!|||std|d|g}t ||jD]\}}t|||} || z }|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.zCannot flatten pytree z, given spec: )is_leaftyper RuntimeErrorrzipchildren_specstree_flatten_spec) rrexact_structural_matchr child_pytreesrresultchild child_specflats rr!r!s  ||~~x y''F|| S S S   &di0O#OFD11MV&A$)&L# & V/J/J  0 0  VTTTdTTUU U F 0CDDz  4JKK$ Mrdc*fd|jDS)Nc g|] }| Sr+).0kr(s r z&_dict_flatten_spec..7s ' ' 'QAaD ' ' 'r)contextr(rs` r_dict_flatten_specr16s ' ' ' '$, ' ' ''rcDfdt|jDS)Nc g|] }| Sr+r+r,ir(s rr.z&_list_flatten_spec..; 3 3 3QAaD 3 3 3rrange num_childrenr0s` r_list_flatten_specr::( 3 3 3 3% 122 3 3 33rcDfdt|jDS)Nc g|] }| Sr+r+r4s rr.z'_tuple_flatten_spec..?r6rr7r0s` r_tuple_flatten_specr>>r;rcDfdt|jDS)Nc g|] }| Sr+r+r4s rr.z,_namedtuple_flatten_spec..Cr6rr7r0s` r_namedtuple_flatten_specrABr;rc2t||jkSrlenr9r0s r_dict_flatten_spec_exact_matchrEF q66T& &&rc2t||jkSrrCr0s r_list_flatten_spec_exact_matchrHJrFrc2t||jkSrrCr0s r_tuple_flatten_spec_exact_matchrJNrFrc2t||jkSrrCr0s r$_namedtuple_flatten_spec_exact_matchrLRrFrr)F)& collectionsrtypingrrrrrr r r torch.return_typestorchtorch.utils._pytreer r FlattenFuncSpecboolFlattenFuncExactMatchSpecr__annotations__rrr!r1r:r>rArErHrJrLdictlisttuple return_typesall_return_types return_typer+rrr\s"""""""OOOOOOOOOOOOOOOOOOOO00000000FH-t34$fh%7%=>46d3i01666TVT$s)X6O-P"PQVVV HLCC cC$C"**C!DC CCCC!   #Y :($sCx.((T#Y((((4$s)484S 444445:4X4$s)44444 4(4tCy4444'd38n'H''''''d3i'x'D'''''uSz''d'''''J'h'4''''T#57UVVVT#57UVVV # %6K  ' (r