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It must be '# type:'zl See PEP 484 (https://www.python.org/dev/peps/pep-0484/#suggested-syntax-for-python-2-7-and-straddling-code)z for examplesNr.z# type: (...) -> z_Return type line '# type: (...) -> ...' not found on multiline type annotation for type lines: zl (See PEP 484 https://www.python.org/dev/peps/pep-0484/#suggested-syntax-for-python-2-7-and-straddling-code)cd||jtzd}|jSr7)findrstrip)r item_typers r;get_parameter_typez)get_type_line..get_parameter_type+s0<03|3DDFG   r=z, z...)splitlist enumeratefilterrerrr@rzrappendr\mapreplace)rglines type_lineswrong_type_lines return_lineparameter_type_linesline_numrrtypesparameter_typesrrrs @@@r;r]r]sL LL E 5! "EfA5IJJ::DELfJJWXJ :!ZZ(TU BE J   1 $0&q)!,-.?@BB# #  ZA !}Q%%''K$.$ $ &#T*K  T ! ' ' - .  1iiZ8Ta89 :~ ~  ! "$8 9Eii&O q> ! !% 999s Fctd} |jd}|||j ||dzdj fS#t$r tddwxYw)aSplit the comment with the type annotation into parts for argument and return types. For example, for an input of: # type: (Tensor, torch.Tensor) -> Tuple[Tensor, Tensor] This function will return: ("(Tensor, torch.Tensor)", "Tuple[Tensor, Tensor]") rz->z4Syntax error in type annotation (couldn't find `->`)N)rindex ValueErrorr@r)rf start_offset arrow_poss r;rr5suy>LOOD) \) , 2 2 4i A 6P6V6V6X XX  B  s AAc tj|jgjj Dcgc]}|j c}z}tfd|Dryjj Dcgc]}t|j |}}tj|}||fS#t$rYywxYwcc}wcc}w)z8Try to use the Py3.5+ annotation syntax to get the type.Nc3:K|]}|juywr7)empty).0rsigs r; z'try_real_annotations..Vs 23#))  2s) rjrcrreturn_annotation parametersvalues annotationallr)r`rap all_annotsrrers @r;rZrZIs#''(!nn335, ,J 2z 229<9N9N9PQAQ\\3/QIQc33S9K k !! , RsCC C C CrcFt|}|std|jd|Dchc]}t|j}}|Dcgc]}t ||}}t jj|}|stjS|Scc}wcc}w)NzNo enum values defined for: '') rr __class__typevaluetry_ann_to_typerI_Cunify_type_listrget)rra enum_valuesvrtir_typesress r;get_enum_value_typer`s#'7K 8 QGHH$/ 0qT!''] 0E 0167A3'7H7 (( " "8 ,C {{} J 17s B Bc t|tjryt|tjtjtj tj tjtjtjtjtjf rtjdyy)NTzTorchScript will treat type annotations of Tensor dtype-specific subtypes as if they are normal Tensors. dtype constraints are not enforced in compilation either.F) issubclassrIrJ LongTensor DoubleTensor FloatTensor IntTensor ShortTensor HalfTensor CharTensor ByteTensor BoolTensorwarningswarn)rs r; is_tensorrrs#u||$          OO                    H  r=cyr7rF)inps r; _fake_rcbrs r=c  tj|}|tjjurt j S|tjStj|rt|rt jSt|rDt|dk(r|ddk(r tgSt|Dcgc]}t||c}St|rt|d|}|r t!|St#|rrt|d|}t|d|}|"t%d|dd|j'|"t%d|dd|j't)||St+|rqt-|dt/dr|d}n|d}t||} d} | s3J| j1t3|t3|t3|t5| St7|rt9|t:t<t>hk(rtAjSg} tj|D]{}|#| jCtjt||} d} | s3J| j1t3|t3| t3|| jC| }tE| StFjHjJjMr#tO|rtQt|d|StS|rtUt|d|StW|r0|rt|d|ntYj} t[| S|t<urt]jS|t>urt_jS|t:us|tFj`urtcjS|tdurtgjS|thurtkjS|tlurtYjS|t/durtjStj|r!to|drtq|jrS|tFjturtwjS|tFjxurt{jS|tFj|urtjS|tFjurtcjStj|rt-|tjrqt|;tFjjj||}|j}n t|}t|t||t|Stj|rXt|}||StFjj|r*tFjjj||S|t}tFjj|||Scc}w)Nr.rrFUnknown type annotation: '' at zWUnsupported annotation {} could not be resolved because {} could not be resolved. 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