+ 9i0Q^RIHt^RIt^RIHt^RIHt^RIHt^RI t ^RI H t ]!RR44t !R R ]4t R#) ) annotationsN)MutableMapping) dataclass)Any) QuantTypec]tRt^t$RtR]R&RtR]R&RtR]R&RtR]R &R R lt ] RR R ll4t RRlt Rt R#) QuantTypeInfoz: The quantization type information for a tensor override. r quant_typeN bool | None symmetric reduce_rangez int | NoneaxiscV^8dQhRR/#)otherobject)formats"m/var/www/html/photoedit/myenv/lib/python3.14/site-packages/onnxruntime/quantization/tensor_quant_overrides.py __annotate__QuantTypeInfo.__annotate__sFc \V\4'dVPVP8H;'dVPRJ;'g8VPRJ;'g"VPVP8H;'dgVPRJ;'g8VPRJ;'g"VPVP8H;'dVP VP 8H#\ #N) isinstancer r r r rNotImplemented)selfrs&&r__eq__QuantTypeInfo.__eq__s e] + +5#3#33..^^t+kku$/Fkk$..\a\k\kJk..&&$.ww%2D2D2LwwPTPaPaejewewPw..YY%**,   rc ,V^8dQhRRRRRRRRRR /#) rraw_dictdict[str, Any] default_qtypeQuantType | Nonedefault_symmetricr default_reduce_rangereturnr r)rs"rrr(s:      '  '  *    rc \VPRV4VPRV4VPRV4VPR44#r r r r)r get)r!r#r%r&s&&&&rload_from_dictQuantTypeInfo.load_from_dict'sI LL} 5 LL&7 8 LL)= > LL   rcV^8dQhRR/#)rr!r"r)rs"rrr5s))^)rc VPVR&VPeVPVR&VPeVPVR&VPeVPVR&R#R#)r Nr r rr))rr!s&&r save_to_dictQuantTypeInfo.save_to_dict5sa!% >> %$(NNH[ !    ('+'8'8H^ $ 99 #yyHV  !rr)NNN)__name__ __module__ __qualname____firstlineno____doc____annotations__r r rr staticmethodr+r/__static_attributes__rrrr r sP!I{! $L+$D*    ))rr cFa]tRt^?tRtRRltRRltRRltRR ltR/R R llt R/R R llt RRlt RRlt RRlt RRltR0RRlltR/RRlltR1RRlltR/RRlltRRltR R!ltR"R#ltR$R%ltR&R'ltR(tR)tR*R+ltR,V3R-lltR.tV;t#)2TensorQuantOverridesHelperzR Utility wrapper over the tensor quantization overrides passed via extra_options. cV^8dQhRR/#)r raw_overridesdict[str, list[dict[str, Any]]]r)rs"rr'TensorQuantOverridesHelper.__annotate__Ds\\&E\rc 2WnRVn0RmVnR#)N>rmaxrminr r ) overrides quant_typeskeys_unsupported_with_scale_zp)rr<s&&r__init__#TensorQuantOverridesHelper.__init__Ds&.[+rc V^8dQhRRRR/#r tensor_namestrr'boolr)rs"rrr>IsBBCBDBrc dVPPV4pT;'d RV^,9#rrBr*rrIoverrides_lists&& rhas_per_tensor_overrides3TensorQuantOverridesHelper.has_per_tensor_overridesIs.++K8AA&q0A"AArc V^8dQhRRRR/#rHr)rs"rrr>Ms>>S>T>rc dVPPV4pT;'d RV^,9#rMrNrOs&& rhas_per_channel_overrides4TensorQuantOverridesHelper.has_per_channel_overridesMs.++K8==&N1,="==rc V^8dQhRRRR/#rHr)rs"rrr>Qsiicidirc VPPV4pT;'d!RV^,9;'d RV^,9#)scale zero_pointrNrOs&& roverrides_scale_zp-TensorQuantOverridesHelper.overrides_scale_zpQsB++K8hh7nQ.?#?hhlVdefVgFghrc$V^8dQhRRRRRR/#)rrIrJ default_valzdict[str, Any] | Noner'r)rs"rrr>Us( = = =+ =  =rc VeV.MRpVPPW4pV'dRV^,9d\RV R24hV'd V^,#R#)NrExpected tensor 'zL' to use per-tensor quantization overrides, but found per-channel overrides.rBr* ValueError)rrIr^default_list_valrPs&&& rget_per_tensor_overrides3TensorQuantOverridesHelper.get_per_tensor_overridesUsh -8,CK=++KJ fq(99#K=134  %3~a <ds(1 % rc VPPW4pV'gR#RV^,9d\RV R24hV#)Nrr`zE' to have per-channel quantization overrides (axis value is missing).ra)rrIr^rPs&&& rget_per_channel_overrides4TensorQuantOverridesHelper.get_per_channel_overridesdsM ++KE * *#K=0uv rcV^8dQhRR/#)rr'zset[QuantType]r)rs"rrr>us   rc VPe VP#\4VnVP'dVPP4FwpVFnpRV9d#VPP VR,4RV9gK5RVR,9gKEVPP VR,R,4Kp Ky VP#)Nr convert)rCsetrBvaluesadd)rquant_overrides_listquant_overridess& rget_quant_types*TensorQuantOverridesHelper.get_quant_typesus    '## #5 >>>(,(=(=(?$';O#6((,,_\-JK O3 XaHb8b((,,_Y-G -UV (<)@rc$V^8dQhRRRRRR/#)rrIrJrqr"r'tuple[bool, str | None]r)rs"rrr>s/SS S ( S ! Src \V\4'g RRV R23#W19pVPR4pV'dVPP V4RV9pRV9pV'd V'dV'd V'gR#V'dDVP P \V44p V 'dRRRPV 4 R23#R V9dV'gRR V 23#R V9Ed V'dR#RVR ,9d RR V R 23#R VR ,9dRR V 23#VR ,R,p VeTMTp W8Xd RRV R23#RVR ,9p RVR ,9p V 'd V 'dV 'dV 'g RRV R23#V 'dNVP P \VR ,44p V 'dRRRPV 4 RV R23#VPP V 4R#)F#Tensor quantization overrides for '' are not in a dictr rYrZTensor override option(s) [, +] are invalid with 'scale' and 'zero_point'r zMOption 'reduce_range' is only supported for initializers, not for activation rlz'convert' options (tensor 'z') must specify a 'quant_type'zC'convert' quant_type must differ from original quant_type (tensor 'z')zXMust provide both 'scale' and 'zero_point' if one of the overrides is provided (tensor 'z5] are invalid with 'scale' and 'zero_point' (tensor 'FzNMust provide both 'scale' and 'zero_point' if one of the overrides is provided)Fz.Cannot use 'convert' override for initializersTN) rdictr*rCrorD intersectionrmjoin)r initializersdefault_activation_qtyperIrqis_initializerr has_scalehas_zero_pointkeysconvert_quant_typeoriginal_quant_typeconvert_has_scaleconvert_has_zero_points&&&&& r_is_valid_per_tensor/TensorQuantOverridesHelper._is_valid_per_tensorsK/4005k]BUV  %4$((6      ,. %8 n.  66CCCDXYD1$))D/1BBmn _ ,^_`k_lm   'NN?9#== ;K=Hfggg!;;cdocpq "1!;L!I 0:0F*Ld !8YZeYffhi !(?9+E E %1_Y5O%O "!*@F\evnozn{{}~ !::GGO\eLfHgh5diio5FG$$/=4    !3 4rc$V^8dQhRRRRRR/#)rrIrJrpzlist[dict[str, Any]]r'rur)rs"rrr>s/LLL3 L ! Lrc  hW!9pV'g RRV R23#V^,PR4pVf RRV R23#\W,P4p\V4pTpV^8d W, pV^8gV\V48dRRV R\V4 R23#\V4^8d7\V4Wh,8wd!RR V R V R We, R \V4 R 2 3#RV^,9d RRV R 23#V^,PR4p V 'dVPP V 4V^,PR4p V^,PR4p RV^,9p RV^,9p T ;'dT pV 'd V 'dV 'd V 'gR!#V'dKVP P\V^,44pV'dRRRPV4 R23#RV^,9pRV^,9pT;'dTpV'd V'dV'g V'dR"#\VR,4EF[wpp\V\4'gRRV RV R23u#RV9d RRV R 23u#RV9dV VR,8wdR#u#RV9d!VVR,8wdVVR,8wdR$u#RV9dV VR,8wdR%u#RV9dV VR,8wdR&u#RV9;'dRV9pV'dV'gRRV RV R 23u#V'dFVP P\V44pV'dRRRPV4 R23u#RV9;'dRV9pV'gEKFV'dEKQRR V RV R 23u# R'#)(FTensor 'z6' has per-channel overrides, but is not an initializerrz!Per-channel overrides for tensor z< is missing an 'axis' value in the first channel dictionary.z0Axis override value is out-of-bounds for tensor z (rank )z1Incorrect number of channel overrides for tensor z (axis z ), expected z , but found .rlz8Cannot use 'convert' override for initializers, such as r r r rYrZryrzr{rAr@:NNz'Tensor quantization overrides at index z for 'rxz]Per-channel overrides that specify scale/zero_point must do so for all channels, but tensor 'z' is missing them at index zVPer-channel overrides that specify rmin/rmax must do so for all channels, but tensor 'r|)Fz6Must provide both 'rmin' and 'rmax' if one is provided)FzTChannel quantization types for tensor '{tensor_name}' do not match at index {index}.)FzHChannel axis for tensor '{tensor_name}' does not match at index {index}.)FzSChannel symmetric value for tensor '{tensor_name}' does not match at index {index}.)FzVChannel reduce_range value for tensor '{tensor_name}' does not match at index {index}.r}) r*listdimslenrCrorDrrmr enumeraterr~)rrrIrprr weight_shape weight_rank norm_axisr r r rr has_scale_zprhas_rminhas_rmax has_rmin_rmaxindexrqchan_has_scale_zpchan_has_rmin_rmaxs&&&& r_is_valid_per_channel0TensorQuantOverridesHelper._is_valid_per_channelsa %4;-']^  $A&**62 <3K=A00  L5::; ,'  q=  $I q=I\)::B;-wWZ[gWhViijk  # $q (S1E-F,Ja-aCK=PWX\W]^(./|C@T      ,(+// < +A.22>B 3A66 %)=a)@@ 33^ n.  66CCCH\]^H_D`aD1$))D/1BBmn 1!441!44 --X XxH  '00DR0H&I "E?ot44=eWF;-Wjk O+ XYdXeefggg .:Q]A^3^(T_V5L-LQZ^mnt^uQuo-){?[2[0\_UcEd5d !(? : ^ ^|?^ $5##.-/J5'QRT !::GGOH\]5diio5FFqr "(?!:!X!Xv?X }%7%7##.-/J5'QRTo'Jzrc$V^8dQhRRRRRR/#)rrzdict[str, onnx.TensorProto]activation_nameszset[str]r'rur)rs"rrr>is($$1$#$ ! $rc N\4VnVP'EdVPP4FwrEWA9dWB9d RRV R23u#\ V\ 4'g RRV R23u#V'gKE\ V^,\ 4'g RRV R23u#V^,'gK}V^,PR4p\V4^8;'gVRJpV'dVPWV4u#VPWWE^,4u# R #) Frz5' in TensorQuantOverrides is not present in the modelrwz' are not in a listz.Tensor quantization overrides at index 0 for 'rxrNr}) rmrCrBitemsrrr~r*rrr)rrrrrIrpris_per_channels&&&& ris_valid#TensorQuantOverridesHelper.is_validis& 5 >>>59^^5I5I5K1 2{7Z H[M9n"ooo!"6== $G }Tg"hhh+!"6q"94@@ $RS^R__r"sss+A..+A.226:!$%9!:Q!>!R!R$dBR!55lQeff00 K^_I`-6L4rc ,V^8dQhRRRRRRRRR R/#) rrIrJnew_valsr"channelszlist[int] | None overwriterKr'r)rs"rrr>s<!!!!!# !  !  !rc V'gR#Ve \V4MRpVPPV4pRpV'ggV'd_\VPV,4F>wrxVe Ws9dK\V4P \V44'gK<RpM V'd[V'g/.VPV&\VPV,4F"wrxVe Ws9dKVP V4K$ V#)FNT)rmrBr*rrupdate) rrIrrrhave_overrides do_updatechannelrBs &&&&& rupdate_tensor_overrides2TensorQuantOverridesHelper.update_tensor_overridess$,$83x=d++K8 ^&/{0K&L"'G,Cx=--c)n== %I 'M !/1d{+&/{0K&L"'G,C  *'M rc(V^8dQhRRRRRRRR/#) r output_namerJr#r$r%r r'r r)rs"rrr>s2   ( '    rc WP9d \W#4#VPV,^,p\VPRV4VPRV44#)rr r )rBr r*)rrr#r%tensor_overridess&&&& rget_node_output_qtype_info5TensorQuantOverridesHelper.get_node_output_qtype_infos[ nn , B B>>+6q9  } =  .? 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