h @SSKrSSKJr SSKJrJrJrJrJrJ r J r SSK r SSK JrJr SSKJr SSKJr SSKJrJr \"5r\"5r\"\R4"S5S :H5(+rS \S \4S jrS \S\S \4SjrS \S\S \4Sjr S\\S \4Sjr!S\\S\S \4Sjr"S \RFS \4Sjr$S \S \4Sjr%S \S \4Sjr&S\S\S\S \4Sjr'S\RPS \4Sjr)S\S\\S\S \4S jr*S!\RVS \4S"jr,"S#S$\5r-S%\-S S4S&jr.\/S':Xa&\(a\."\-"S(S)55 \."\-"S*S+55 gg),N defaultdict)AnyDictList NamedTupleSequenceSetTuple)defshelper)collect_sample_implementations)collect_snippets)ONNX_ML_DOMAINOpSchemaONNX_ML0vreturncb[RRU5(ag[U5$)Nz∞)r r is_infinitestr)rs K/var/www/fran/franai/venv/lib/python3.13/site-packages/onnx/defs/gen_doc.pydisplay_numberrs# }}  ## q6Mdomainoutputc2SU;nU[:XaU$U(+$)Nz-ml)r)rris_mls rshould_render_domainr s VOE  yr schema_namec"U(aUSU3$U$)N.)rr!s rformat_name_with_domainr%%s ;-(( rfunction_versionscdSRUVs/sHn[U5PM sn5$s snf)N, )joinr)r&rs rformat_function_versionsr*+s-ii):;):AQ):;< =>;s-versions changelogcH^SRU4SjUSSS255$)Nr(c3># UH:n[[URUR5URT5v M< g7fNdisplay_version_linkr%rname since_version.0rr,s r "format_versions..0sDM~Lxy,-DQXXqvv-VXYXgXgirss~LAA)r))r+r,s `rformat_versionsr:/sKiiM~FGKIKGK~LMMNOrc[U[R5(de[U5nXR S5S-SR 5nUSS:XaSU-nU$)Nr#r9szlist of ) isinstancerAttrTyperrfindlower)rr=s rdisplay_attr_typerB3s^ a** + ++ + AA ''#,  ##%Au| N HrcU(aSUS3$g)Nzthe 'z' operator setzthe default ONNX operator setr$rs rdisplay_domainrE<s vhn-- *rcU(aU$g)Nzai.onnx (default)r$rDs rdisplay_domain_shortrGBs   rr2versionc(USU3nSUSUSUS3$)N-z zr$)r2rHr, name_with_vers rr1r1Hs-fAgY'M yk=/G9D AArformal_parameterc/n[RRUR:XaS/nOA[RRUR:XaUR (aS/nOSS/n[R Rn[R RnX R:XaURS5 O X0R:XaURS5 [U5S:XaS$SS RU5-S -$) Noptionalvariadic heterogeneousdifferentiableznon-differentiabler (r()) rFormalParameterOptionOptionaloptionVariadicis_homogeneousDifferentiationCategoryDifferentiableNonDifferentiabledifferentiation_categoryappendlenr))rMtagsrRnon_differentiables rgenerate_formal_parameter_tagsrcMsD%%..2B2I2II|  ' ' 0 04D4K4K K  * *:wa2US[AUR<5S![AUR>5S3- nUS"- nURB(a^US- nURBHDn [EU 5n USU R&S#U S$U RFS3- nUSU R:S3- nMF US- nUS%- nURHURJ:wa2US[AURH5S![AURJ5S3- nUS"- nURL(a^US- nURLHDn [EU 5n USU R&S#U S$U RFS3- nUSU R:S3- nMF US- nUS&- nUS"- nURN(azUS- nURNH`nURPn[U5S':aUS'nUS SH nWSU-- nM USURRSWS3- nUSUR:S3- nMb US- nU$s sn f)(NrS c3H# UHnSU-R5v M g7f)z N)rstrip)r5lines rr6!display_schema..ls$ /OtTD[ " "/Os "z #### Version z/ No versioning maintained for experimental ops.z' This version of the operator has been deprecated availablez since version  of z. r<z% Other versions of this operator: {} r(c3># UH:n[[URUR5URT5v M< g7fr/r0r4s rr6rjsB + )/!&&A! +r8r9z #### Attributes z
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z #### Inputsz -  zz : z #### Outputsz #### Type Constraintsr)*docr)lstrip splitlines support_levelr SupportType EXPERIMENTALrkr3rErr`format attributessorteditemsro default_valuer2r get_attribute_value doc_stringrrr>listrBtype description min_input max_inputrinputsrctype_str min_output max_outputoutputstype_constraintsallowed_type_strstype_param_str)rdr+r,r=_attroptrrr~valinput_ option_strrtype_constraint allowedTypesallowedTypeStr allowedTypes ` rdisplay_schemards Azz T  TYY /5zz/@/@/B/M/M/O    T  A x33@@@ ?? 6%00|k C 4 456 7  tN6==12# 66 x=1  :AA  &cr]   A $$ X f//5578GAC}} ##(( & : :4;M;M N !//::  & & &mT22BO$P-3\#%6-M$PM$0$?M#M?:,? 8DII;h/@/K.L\_rRUQVVW[egLhhop pA 4(()1 1A798 YA 6+++ r.!1!1233~fFVFV7W6XXY ZZKA }} X mmF7?J 8FKK=j\V__experimental rS)rrr)rs rsupport_level_strrs&&+x/C/C/P/P&P"VXrc*\rSrSr%\\S'\\S'Srg)Argsrr,r$N)__name__ __module__ __qualname____firstlineno__r__annotations____static_attributes__r$rrrrs KNrrargsc[RR[RR[RR[RR[5555n[RR US5n[ [RR X R5SSSS9nURS5 URS5 URS5 [S 5n[R"5H-nXERURRU5 M/ URS 5 [UR!55Hupg[#X`R$5(dM!S ['U5S 3n[UR!55HupUS U S [)U5S 3- n[U SS9Hsn[+XeR,5SUR3n USUR.(aSOS-S-R1X5- nU[3XU/UR5- nUS - nMu M URU5 M SSS5 [ [RR X R$5SSSS9nURS5 URS5 URS5 [S5n [R"5HCnXR[5UR65UR,RU5 ME URS 5 /n [95n[U R!55Hupo[#X`R$5(dM!/n[UR!55Hunn/n[UR!55HWunn[USS9nUSnUR,U;aM(UR;UR,5 URUUU45 MY URUU45 M U RUU45 M U GHunnS['U5S 3nURU5 URS5 URS5 /nUHunnUHunnnUR<(dUR>(a#UR@nURUUUU45 MLSR1[CUR65[+UU5[+UU5UR.(aSOS[EUUR55nURU5 M M U(aURS5 UHrunnnnSR1[CUR65[+UU5[+UU5[EUUR5[GU55nURU5 Mt URS 5 GM URS 5 U GHunnS['U5S 3nURU5 UGHQunnUGHCunnnSUR.(aSOS-S-R1[CUR65[+UU5[+UURI55[+UU55nU[3UUUR5- nUS - nU[J;aBUS!- n[[JU5H'unnUS"- nUS#US$3- nUS%US&3- nUS'- nUS - nM) URI5[L;a;US(- nUS"- nUS#US$3- nUS%[LURI5S&3- nUS'- nUS - nURU5 GMF GMT GM SSS5 g!,(df  GN_=f!,(df  g=f))NdocswrSrv)newlineencodingz. z## Operator Changelog a*This file is automatically generated from the [def files](/onnx/defs) via [this script](/onnx/defs/gen_doc.py). Do not modify directly and instead edit operator definitions.* For an operator input/output's differentiability, it can be differentiable, non-differentiable, or undefined. If a variable's differentiability is not specified, that variable has undefined differentiability. c [[5$r/rrr$rrmain..s K%rrfz# z ## Version rmcUR$r/)r2r=s rrrsQVVr)keyrJz### **{}**z (deprecated)z z## Operator Schemas c[S5$)Nc [[5$r/rr$rrr(main....0s D(9rrr$rrrr0s K 9:rcUR$r/)r3rs rrrEsqrr9z### z"|**Operator**|**Since version**|| z|-|-|-| z|{}{}{}|{}| z6|**Function**|**Since version**|**Function version**| z|{}{}|{}|{}| z## z*### {}**{}**rz#### Examples z
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z#### Sample Implementation )'ospathdirnamerealpath__file__r)openr,writerr get_all_schemas_with_historyrr3r_rrr rrGrEr%r2rkrrintrsetadd has_functionhas_context_dependent_functionall_function_opset_versionsrr:r*rASNIPPETSSAMPLE_IMPLEMENTATIONS)rbase_dirdocs_dirfoutdv_indexrdr versionmapr=rHunsorted_schemasrLindexoperator_schemas existing_ops _supportmapprocessed_supportmap_support_namemapprocessed_namemapnunsorted_versionsr+ supportmap function_opsrnamemapr&op_typesummarycodes rmainrsCww (8(8(BCDHww||Hf-H   X~~.R'   DE ,-  ] :E %: 779F ]] #F$8$8 9 @ @ H: 4"()9": F' <<)&12"5A-3J4D4D4F-G){7)4v0F/GrJJ$%5;KLF'>v{{'S&TTUV\VjVjUk$lM5.4.?.??RI"#f]: ;A $..IIAIAM.H JJqM%#;1 X   X{{+S"w   DE *+  ] BM :B 779F -- V%9%9!: ;FKK H O OPV W: 4  "% #)%++-#8 F' <<#% &,[->->-@&A"($&!,28>>3C,D(A(%&7=VWH%b\F{{l2  $$V[[1%,,a-BC -E%++X7H,IJ'B  # #V-A$B C$9$#3 FJ+F34B7A JJqM JJ< = JJ{ #L( 7+2'Avx**f.S.S,2,N,N)$++QBS,TU 9@@)&*>*>?/:/:+1+<+<"'$..A AJJqM,3) TU>J:Avx)::AA)&*>*>?/:/:'$..A01BC AJJqM?K JJt E#3H 4"2 FJ*62326A JJqM( 718-GVXE.4.?.??RI"#f)&*>*>?/@/ H/@  $..IIAKA(*00-3HW4E-FMGT.A9WI^!DDA;tfI!>>A/AKA .G }}*@@==]*y @@{+A'--/+R*SS\]]^+V JJqMC29) #3m  Y  X  sF._7T_& _#& _4__main__zOperators-ml.mdzChangelog-ml.mdz Operators.mdz Changelog.md)0r collectionsrtypingrrrrr r r numpyrxonnxr r onnx.backend.sample.opsronnx.backend.test.caser onnx.defsrrrrboolgetenvrrrrr r%r*r:r?rBrErGr1FormalParameterrcrrrrrrr$rrrs #DDDB3.  79299Y'3./ /cc cdCcc ? ?#?Ohx0OSOSO ** s +3+3+  BsBSBSBSB BX5M5MBRUB.{ { ( 2{ ?B{ { |X11c : n"tn"n"b z !!      r