vendor/lib_lightgbm.dll in lightgbm-0.1.9 vs vendor/lib_lightgbm.dll in lightgbm-0.2.0
- old
+ new
@@ -1,2466 +1,2638 @@
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+ AHE;J|IL;|D$ H$ Dd$TAD$ .L|$`Lt$hLd$pH|$xH$ < HĀ A]^[LISIKSAWH HMAM ICI{3A I{IC3ICEICICI{HD$ $ D$T T$PL$ H$ H$ L$ L$ Ll$xL$ Lt$pT$P @ DDF E;JEMJuMrBHcIBHHIL4ЋT$PIcIcHD$`H; H$ DHc IG0\H<HAF+fA+A;~ k2IAMHc0 L$ 3f$ Df;sL$ f+DDf IGEIAD;Hr HH@;sI$; rIE D*IfDIIuD$ L$ IB0fA+fLhHH;l$`T$P3H$ H$ HcT$Xl$TH T$Pf4H|Lt$pLl$xL$ H$ H$ ū H$ HĘ A_[LISIKSAWH HMAP ICI{3A I{IC3ICEICICI{HD$ q $ D$T T$PL$ H$ H$ L$ L$ Ll$xL$ Lt$pT$P @ DDF E;JEMJuMrBHcIBHHIL4ЋT$PIcIcHD$`H; H$ DHc IG0\H<HAF+A+HA;~ k2IAMHc& L$ 3f$ Df;} L$ DMf+DӐIGE IAD; Hr HH@;sI$; rIE fD+ IffD HIIuD$ L$ IB0fA+fLhHH;l$`T$P3H$ H$ HcT$Xl$TH T$Pf4HyLt$pLl$xL$ H$ H$ B H$ HĘ A_[LISIKSAWH HMAO ICI{3A I{IC3ICEICICI{HD$ $ D$T T$PL$ H$ H$ L$ L$ Ll$xL$ Lt$pT$P @ DDF E;JEMJuMrBHcIBHHIL4ЋT$PIcIcHD$`H; H$ DHc IG0\H<HAF+A+HA;~ k2IAMHcEL$ 3f$ Df;sL$ DIf+D IGEIE D;Hrff HH@D; sI$D;rID+IfDIIuD$ L$ IB0fA+fLhHH;l$`T$P3H$ H$ HcT$Xl$TH T$Pf4HzLt$pLl$xL$ H$ H$ 賦 H$ HĘ A_[LISIKSAUH HMAP IC ICICA ICIC3ICIC EHD$ _ $ D$P T$TL$ H$ H$ H$ L$ L$ Lt$xL|$p$ DDF E;JEMJuMrBHcIBHHIL4Ћ$ Mc3IcL|$`HD$hL; @ H$ Jc IE0tދ<AF+A+ +;vk2MI( L$ 3҉l$TD;~ L$ LL$ D IEE IAD; Hr HH@;sI$; rID* IDL IIuL|$`D\$TL$ IB0A+BLIL|$`L;|$h$ H$ H$ HcT$Xl$PH $ ,yL|$pLt$xL$ H$ H$ H$ * HĘ A][LISIKSAUH HMAR IC ICICA ICIC3ICIC EHD$ ϣ $ D$P T$TL$ H$ H$ H$ L$ L$ Lt$xL|$p$ DDF E;JEMJuMrBHcIBHHIL4Ћ$ Mc3IcL|$`HD$hL; @ H$ Jc IE0tދ<IN+I+H+;vk2MI$ L$ 3҉l$TD;} L$ L?L$ D @ IEE IAD; Hr HH@;sI$; rIfD+ IfD hIIuL|$`D\$TL$ IB0A+BLIL|$`L;|$h
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+IuIE0fA+fLhHI;hD$ 3H$ IcDd$`l$PH D$ f HH$ Lt$pLl$xL$ H$ H$ 豑 H$ HĘ A_[LISIKSAWH HMA ICIs3A IsIC3ICEICICIsHD$ Q $ D$P H$ H$ L$ Dd$XLl$xL$ Lt$pD$ DEF E;MEMMEuI}AD$HcIEHHIH<McIcL\$XI; L$ IG0Ic DtHD4HGA++HA;~k2HALHc L\$XDfD;s<EMfA+D @ IGM@HfAD fQIuIE0fA+fLhHI;WD$ 3H$ IcDd$`l$PH D$ f HH$ Lt$pLl$xL$ H$ H$ 耏 H$ HĘ A_[LISIKSAWH HMA ICIs3A IsIC3ICEICICIsHD$ ! $ D$P H$ H$ L$ Dd$XLl$xL$ Lt$pD$ DEF E;MEMMEuI}AD$HcIEHHIH<McIcL\$XI; L$ IG0Ic DtHD4HGA++HA;~k2HALHc處L\$XDfD;s9EIfA+Dff IGM@HfAD IuIE0fA+fLhHI;YD$ 3H$ IcDd$`l$PH D$ f HH$ Lt$pLl$xL$ H$ H$ R H$ HĘ A_[LISIKSAUH HMA IC ICICA ICIC3ICIC EHD$ $ D$P T$XH$ H$ H$ L$ L$ Lt$xL|$p$ DDF E;L$EML$uI|$BHcID$HHIH<Ћ$ Mc3McL\$XM; @ H$ Jc IE0DtA,G++ ;vk2LH L\$XDA;s&LD @ IEM@HAD IuID$0A+BLIM;y$ H$ HcT$`l$PH $ H$ L|$pLt$xL$ H$ H$ H$ 4 HĘ A][LISIKSAUH HMA IC ICICA ICIC3ICIC EHD$ ߊ $ D$P T$XH$ H$ H$ L$ L$ Lt$xL|$p$ DDF E;L$EML$uI|$BHcID$HHIH<Ћ$ Mc3McL\$XM; @ H$ Jc IE0D|A,HO+H+H ;vk2LHB L\$XDA;s2Lm Dff IEM@HAD fYIuID$0A+BLIM;h$ H$ HcT$`l$PH $ H$ L|$pLt$xL$ H$ H$ H$ HĘ A][LISIKSAUH HMA IC ICICA ICIC3ICIC EHD$ 迈 $ D$P T$XH$ H$ H$ L$ L$ Lt$xL|$p$ DDF E;L$EML$uI|$BHcID$HHIH<Ћ$ Mc3McL\$XM; @ H$ Jc IE0D|A,HO+H+H ;vk2LH1L\$XDA;s/L Df IEM@HAD IuID$0A+BLIM;j$ H$ HcT$`l$PH $ H$ L|$pLt$xL$ H$ H$ H$ HĘ A][LISIKSAWH HMA IC ICICA ICIC3ICIC EHD$ 蟆 $ D$P H$ H$ H$ L$ Dd$XLl$xL$ Lt$pD$ DEF E;MEMMEuIuAD$HcIEHHIH4Mc3McLD$XM; L$ ff Kc IG0HlH HHFH+H+H :H;vHk2LHHG LD$XHH;s#ff IGHHÈHH;rIE0HH+JLIM;|D$ H$ H$ IcDd$`l$PH D$ H<Lt$pLl$xL$ H$ H$ H$ HĘ A_[LISIKSAWH HMA IC ICICA ICIC3ICIC EHD$ 菄 $ D$P H$ H$ H$ L$ Dd$XLl$xL$ Lt$pD$ DEF E;MEMMEuIuAD$HcIEHHIH4Mc3McLD$XM; L$ ff Kc IG0HlH HHNH+H+HH:H;vHk2LHH LD$XHH;s! IGHXHfyHH;rIE0HH+JLIM;{D$ H$ H$ IcDd$`l$PH D$ H<Lt$pLl$xL$ H$ H$ H$ ҂ HĘ A_[LISIKSAWH HMA IC ICICA ICIC3ICIC EHD$ $ D$P H$ H$ H$ L$ Dd$XLl$xL$ Lt$pD$ DEF E;MEMMEuIuAD$HcIEHHIH4Mc3McLD$XM; L$ ff Kc IG0HlH HHNH+H+HH:H;vHk2LHHLD$XHH;s f D IGHHÉHH;rIE0HH+JLIM;|D$ H$ H$ IcDd$`l$PH D$ H<Lt$pLl$xL$ H$ H$ H$ Ȁ HĘ A_[LIKSVH IHمV 3MkIKICICA ICICEICIKICz D$ E L$ H$ H$ Ld$xDd$PLt$hL$ L|$`L$ @ f AHcٍA;RAMRHcH;}gIcJE3Hc~LLH3~B @ IHcHVD:JEtID*IJD
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+ D)8D)(E(D)HxALhL)D)xD)hD AEEE DfDnED+D$p EA$ D^<utA(E\D+(AE~TLQMB @ A \HcAYIA\<AX,+A;|D$p D$ D$ D$ A; H$@ L$( LcIIcHHD$px.IW?HcD*X<XAYAX,HD$pIM ; f/ +; A(\f/ A4:;$ (p D|$`\D$XAE\$PD$Hh D$@H$ HD$8D$0(L$ (( fD/$x s6fA/HD$pAGvD㉴$p D(D(DD(D$p
D$p HD$p$ D$ IHL;H$@ L$( A D($ D($ L$0 H$8 H$ A(XC(fD/ DCID|$8Dd$0HH h x p D$(A(L$ A(ۡ$x E\CA\Dc0A(\ DcA+D|$8t$0C8IHH h x p D$((L$ A([D\ " E\C s@s Ch D[HDC(L$H A(sA({E(CE(xE(hE(XE(HE(8IA_A\^[LEK SVWAUH8 A)s3A){LE)C D{ E)KD
E)hD(E)XD% E)HE(E)8D(McDM{L9E)xEWE)(fEnAOA+Eډ$p +ىT$pˉ$` D^; IkiMsLcHcILLD$xIfff DE;G N IUHcADDXIO DXAYX} ,D D; fA/ AA+; A(A\f/ A@A(A\;$ p AG$ A(D$`A( Dd$X|$PD$Hh D$@H$ HD$8D$0(L$ (x% $ f/D$x s1fA/$` HD$xAEv%$p D(D(l$pD( HD$x$` HIH;$p T$pL$( H$h A} D($ D($ L$ L$0 $ H$ $ (XC(fD/ $ SIE |$8|$0HH h x p D$(A(L$ A(}$x E\CE\Dc0A(\U {+|$8t$0C8IE HH h x p D$(A(L$ A( D\ D\C Ds@s ChD[HDK(L$8 A(sA({E(CE(KE([E(xE(hE(XIA]_^[LEK SVWATH8 A)s3A){EE)C D[ LE)KD
Ҩ E)hD(E)XD%] E)HE(E)8D(MkL)MsDE)xEWE)(AUEM +fEnA+ډ|$pED$p $` D^; LQHIkjHD$xM{MzHcHHL @ f AHcDXAYEXIM Xa ,D D; fA/ AA+; A(A\f/ CA(A\;$ p AE$ A(D$`A( Dt$X|$PD$Hh D$@H$ HD$8D$0(L$ ([! $ f/ȋ$` D$x MT$s)fA/AD$v |$pD(D($p DD(D$p HIH;t$x|$pL$ H$h A|$ D($ D($ L$( L$0 % H$ $ (XC(fD/ $ DKI$|$8|$0HH h x p D$(A(L$ A(c$x E\CE\Dc0A(\; {+|$8t$0C8I$HH h x p D$(A(L$ A(D\ ݸ D\C Ds@s ChD[HDK(L$8 A(sA({E(CE(KE([E(xE(hE(XIA\_^[LEK SVWATH8 A)s3A){EE)C D; LE)KD
E)hD(E)XD%= E)HE(E)8D(MkL)MsDE)xEWE)(AUEM +fEnA+ډ|$pED$p $` D^; LQHIkjHD$xM{MzHcHHL @ ff AHcDXAYEXIM XA ,D D; fA/ AA+; A(A\f/ CA(A\;$ p AE$ A(D$`A( Dt$X|$PD$Hh D$@H$ HD$8D$0(L$ (; $ f/ȋ$` D$x MT$s)fA/AD$v |$pD(D($p DD(D$p HIH;t$x|$pL$ H$h A|$ D($ D($ L$( L$0 % H$ $ (XC(fD/ $ DKI$|$8|$0HH h x p D$(A(L$ A(C$x E\CE\Dc0A(\ {+|$8t$0C8I$HH h x p D$(A(L$ A(ƕD\ D\C Ds@s ChD[HDK(L$8 A(sA({E(CE(KE([E(xE(hE(XIA\_^[LEK SWATAUH8 A)sE3E)CED LE)KAE)xD(D3 AE)XE(E)HD$ E)8D5ѳ E)(A(M{D(L9A){WE)hfEnAAOE+$p $` D^ D5w IkAIsHMsEHD$pf D 4A;w 8 x0IT$HcADX<XAYAX,HD$pIO ; f/ A+; A(\f/ ;$ p $ A(D$`\ D$XAG|$PD$Hh D$@H$ HD$8D$0(L$ (' fD/D$x s1fA/$` HD$pAD$v$D$p D(D(D( HD$p$` HIH;D5 $p L$( H$0 H$h A|$ D($ ($ L$ H$ A(XC(fD/ $ SI$t$8Dl$0HH h x p D$(A(L$ A(8$x E\CE\DS0A(DkA\t$8A+|$0C8I$HH h x p D$(A(L$ A(輑E\C E\D{@{ Ch DKHDC(L$8 A(sE(CE(KE(SE(xE(hE(XE(HIA]A\_[HDH HSVATAWHH E3)pA)xLD)@WD (D)XAD)HD(D%
+ D)8D)(E(D)HxALhL)D)xD)hD AEEE DfDnED+D$p EA$ D^<utA(E\D+(AE~TLQMB @ A \HcAYIA\<AX,+A;|D$p D$ D$ D$ A; H$@ L$( LcIIcHHD$px.IW?HcD*X<XAYAX,HD$pIM ; f/ +; A(\f/ A4:;$ (p D|$`\D$XAE\$PD$Hh D$@H$ HD$8D$0(L$ ( fD/$x s6fA/HD$pAGvD㉴$p D(D(DD(D$p
D$p HD$p$ D$ IHL;H$@ L$( A D($ D($ L$0 H$8 H$ A(XC(fD/ DCID|$8Dd$0HH h x p D$(A(L$ A(諍$x E\CA\Dc0A(\ DcA+D|$8t$0C8IHH h x p D$((L$ A(+D\ " E\C s@s Ch D[HDC(L$H A(sA({E(CE(xE(hE(XE(HE(8IA_A\^[LEK SVWAUH8 A)s3A){LE)C D{ E)KD
E)hD(E)XD% E)HE(E)8D(McDM{L9E)xEWE)(fEnAOA+Eډ$p +ىT$pˉ$` D^; IkiMsLcHcILLD$xIfff DE;G N IUHcADDXIO DXAYX} ,D D; fA/ AA+; A(A\f/ A@A(A\;$ p AG$ A(D$`A( Dd$X|$PD$Hh D$@H$ HD$8D$0(L$ (x $ f/D$x s1fA/$` HD$xAEv%$p D(D(l$pD( HD$x$` HIH;$p T$pL$( H$h A} D($ D($ L$ L$0 $ H$ $ (XC(fD/ $ SIE |$8|$0HH h x p D$(A(L$ A(͊$x E\CE\Dc0A(\U {+|$8t$0C8IE HH h x p D$(A(L$ A(PD\ D\C Ds@s ChD[HDK(L$8 A(sA({E(CE(KE([E(xE(hE(XIA]_^[LEK SVWATH8 A)s3A){EE)C D[ LE)KD
ғ E)hD(E)XD%] E)HE(E)8D(MkL)MsDE)xEWE)(AUEM +fEnA+ډ|$pED$p $` D^; LQHIkjHD$xM{MzHcHHL @ f AHcDXAYEXIM Xa ,D D; fA/ AA+; A(A\f/ CA(A\;$ p AE$ A(D$`A( Dt$X|$PD$Hh D$@H$ HD$8D$0(L$ ([
$ f/ȋ$` D$x MT$s)fA/AD$v |$pD(D($p DD(D$p HIH;t$x|$pL$ H$h A|$ D($ D($ L$( L$0 % H$ $ (XC(fD/ $ DKI$|$8|$0HH h x p D$(A(L$ A(賆$x E\CE\Dc0A(\; {+|$8t$0C8I$HH h x p D$(A(L$ A(6D\ ݣ D\C Ds@s ChD[HDK(L$8 A(sA({E(CE(KE([E(xE(hE(XIA\_^[LEK SVWATH8 A)s3A){EE)C D; LE)KD
E)hD(E)XD%= E)HE(E)8D(MkL)MsDE)xEWE)(AUEM +fEnA+ډ|$pED$p $` D^; LQHIkjHD$xM{MzHcHHL @ ff AHcDXAYEXIM XA ,D D; fA/ AA+; A(A\f/ CA(A\;$ p AE$ A(D$`A( Dt$X|$PD$Hh D$@H$ HD$8D$0(L$ (; $ f/ȋ$` D$x MT$s)fA/AD$v |$pD(D($p DD(D$p HIH;t$x|$pL$ H$h A|$ D($ D($ L$( L$0 % H$ $ (XC(fD/ $ DKI$|$8|$0HH h x p D$(A(L$ A(蓂$x E\CE\Dc0A(\ {+|$8t$0C8I$HH h x p D$(A(L$ A(D\ D\C Ds@s ChD[HDK(L$8 A(sA({E(CE(KE([E(xE(hE(XIA\_^[LEK SWATAUH8 A)sE3E)CED LE)KAE)xD(D3 AE)XE(E)HD$ E)8D5ў E)(A(M{D(L9A){WE)hfEnAAOE+$p $` D^ D5w IkAIsHMsEHD$pf D 4A;w 8 x0IT$HcADX<XAYAX,HD$pIO ; f/ A+; A(\f/ ;$ p $ A(D$`\ D$XAG|$PD$Hh D$@H$ HD$8D$0(L$ (' fD/D$x s1fA/$` HD$pAD$v$D$p D(D(D( HD$p$` HIH;D5 $p L$( H$0 H$h A|$ D($ ($ L$ H$ A(XC(fD/ $ SI$t$8Dl$0HH h x p D$(A(L$ A(~$x E\CE\DS0A(DkA\t$8A+|$0C8I$HH h x p D$(A(L$ A( ~E\C E\D{@{ Ch DKHDC(L$8 A(sE(CE(KE(SE(xE(hE(XE(HIA]A\_[HDH HSVATAWHH E3)pA)xLD)@WD (D)XAD)HD(D%
+ D)8D)(E(D)HxALhL)D)xD)hD AEEE DfDnED+D$p EA$ D^<utA(E\D+(AE~TLQMB @ A \HcAYIA\<AX,+A;|D$p D$ D$ D$ A; H$@ L$( LcIIcHHD$px.IW?HcD*X<XAYAX,HD$pIM ; f/ +; A(\f/ A4:;$ (p D|$`\D$XAE\$PD$Hh D$@H$ HD$8D$0(L$ ( fD/$x s6fA/HD$pAGvD㉴$p D(D(DD(D$p
D$p HD$p$ D$ IHL;H$@ L$( A D($ D($ L$0 H$8 H$ A(XC(fD/ DCID|$8Dd$0HH h x p D$(A(L$ A(y$x E\CA\Dc0A(\ DcA+D|$8t$0C8IHH h x p D$((L$ A({yD\ " E\C s@s Ch D[HDC(L$H A(sA({E(CE(xE(hE(XE(HE(8IA_A\^[HDH ATH` )pE35 LD)HED
D)xD(D)XEWD)HD- D)8D(D)(E(HXLhELxL9D)@D(fAnAOEA+DD$pD$ $p D)hEW^ʸ +$ ; D$ H$X iH$P L$8 LcHcILH$H ILD$x)$ DE;G r IT$HcBD2DX IO DXYXM ,D苁 D;# fA/ AA+;" A(A\f/ A@A(A\;$ p AG$ A(D$`A( Dl$X|$PD$Hh D$@H$ HD$8D$0(L$ (H fD/D$ $ sGfA/$p HD$xAD$v D߉|$pD($ D(DD((D$ D\$pD$ D\$pHD$x$p HIH;l5 EW($ E3L$8 H$H H$P H$X A|$ D($ D($ L$0 L$@ H$x : H$ $ (XB(fD/ A(DRTI$HH \p x fA/wW%^ AXfE/AADZDj0E\E\fE/+fnY^WBA(\B8A(I$THH \p fA/wWfE/AD\fE/AA+E+fnYA(Xx D\Dr@DJ(DJ Bh^DRHWJ L$` A(sE(KE(SE(`E(PE(@E(0IA\HATAUHH HE)pE35ݑ LD)HEDBD
+D
I~ D)hD(D)XEWD)HD-Ȟ D)8D(D)(E(HXALpA+D)@fAnD(ED$p D$` D$x D)xEW^ʸ A+L$p; LQD$ H$@ AhH$8 L$ MzHHD$xHcHH$0 HL)$ AHcDXYEXHJ X ,D D; fA/ AA+;
+ A(A\f/ CA(AA\;$ BA(p $ A(D$` Dt$X|$PD$Hh D$@H$ HD$8D$0(L$ ( fD/I$D$x MT$L$ps/fA/AD$v"D߉$p D($` D(DD(D$p D$` HIH;t$x5Q EW($ E3L$ H$0 H$8 H$@ A|$ D($ D($ L$( H$h : H$ $ (XB(fD/ A(DJTI$HH \p x fA/wW%ӎ AXfE/AADZDj0E\E\fE/+fnY^WBA(\B8A(I$THH \p fA/wWfE/AD\fE/AA+E+fnYA(Xx D\Dr@DJ(Dj Bh^DZHWJ L$H A(sE(KE(xE(hE(XE(HE(8IA]A\HATAUHH HE)pE35M LD)HEDBD
+D
y D)hD(D)XEWD)HD-8 D)8D(D)(E(HXALpA+D)@fAnD(ED$p D$` D$x D)xEW^ʸ A+L$p; LQD$ H$@ AhH$8 L$ MzHHD$xHcHH$0 HL)$ f AHcDXYEXHJ X ,D D; fA/ AA+;
+ A(A\f/ CA(AA\;$ BA(p $ A(D$` Dt$X|$PD$Hh D$@H$ HD$8D$0(L$ ( fD/I$D$x MT$L$ps/fA/AD$v"D߉$p D($` D(DD(D$p D$` HIH;t$x5 EW($ E3L$ H$0 H$8 H$@ A|$ D($ D($ L$( H$h : H$ $ (XB(fD/ h A(DJTI$HH \p x fA/wW%C AXfE/AADZDj0E\E\fE/+fnY^WBA(\B8A(I$THH \p fA/wWfE/AD\fE/AA+E+fnYA(Xx D\Dr@DJ(Dj Bh^DZHWJ L$H A(sE(KE(xE(hE(XE(HE(8IA]A\LEK ATAUHH -ƈ E3E)CED:u LE)KEE)xD(E)hEWD E)XD(E)8E(E)(D$ I[AI{AMsL1A)s(A){WE)HAAVfEn+D$p EL$p$` D^ D$ IkAIsM{EL$ HHD$x4A;v A x3IT$HcADX<XAYX ,HD$xIN ; f/ A+; A(\f/ ;$ A(p DT$`\D$XAF|$PD$Hh D$@Ll$8D$0(L$ ( fD/D$x s?fA/$` HD$xAD$v Dω$p D(߉t$pD(D( D$p D$p HD$x$` HIH;-e EWҋL$pE3L$ H$8 H$@ A|$ D($ ($ ($ L$( H$0 H$h 1 H$ A(XB(fD/ A(ˉJTI$HH \p x fA/wW% AXfE/AADJDZ0E\E\fE/+fnY^WBA(\B8A(I$THH \p fA/wWfE/AE\fE/AA+E+fnYA(Xx D\Db@DB(DB Bh ^DJHWJ L$H E(CE(KE(SE(xE(hE(HE(8IA]A\HVATAWH@ y 3D)@EDp LD)HDD)hD(D)HEWD-j D)8A(D)(D(HXHx؋LhL))p()xWD)xEE ED)XAED% D+fEnAl$xDЉ$` D$x $p ED^<ukE(D+\(A܋E~ILQMBA \HcAYIA\<AX,+A;|D$x D$p DD$ A; D$ H$8 L$ LcIIcHHD$px.IW?HcD*X<XAYAX,HD$pIM ; f/ A+; A(\f/ A4:;$ A(p D\$`\D$XAE\$PD$Hh D$@H$ HD$8D$0(L$ ( fD/sPfA/HD$pAGv't$xDˉ$` D(($x DD(3l$xD$x D$` l$xD$x D$` HD$pD$p IHL;L$ EWH$8 3A D($ D($ ($ ($ L$( H$0 H$h 4 H$ A(XB(fD/ 8 A(DBTIHH \p x fA/wA(% XfE/DJDj0E\D\fE/+fnY^ WB(\B8A(ITHH \p fA/wA(fE/E\fE/@+E+fnYA(Xx D\Dr@DB(Db Bh ^DJHWJ L$@ E(CE(KE([E(`E(PE(@IA_A\^HDH HAUHp )pE)xE3D)@(D LD)xED
k D)XD(D)HEWD)8D-| D)(D$ D)E(HXL`ELxL9fAnD$ AOA+ىT$pˉ$ D)hEW^ʸ +$ ; D$ H$` iH$X L$@ LcHcILLD$xIH$P f D DE;G c IUHcBD2DXIO DXYXN~ ,D D; fA/ AA+; A(A\f/ A@A(A\;$ A(p AGDt$`A(Dd$X|$PD$Hh D$@H$ HD$8D$0(L$ ( $ D$ f/$ s>fA/$ HD$xAEv D߉$ D(l$pD(D( D$ D$ HD$x$ HIH;{$ EWT$pE3L$@ H$P H$X H$` A} D($ L$8 L$H H$h L$ D$ A(AX@(fD/ -| A(%| A(APIE HH Xx h fA/^Wv0(Tf/v$fA/AAfD/+fnY5l E\fAnA\E+A(^ EXEh0(Y { X^^XA(\AP(A@8A(IE HH Xx h fA/^Wv/(Tf/v#fA/AfD/AA+fnYWD\A*E\^ EP A@hAx@(EXHXYEH(^D^AXAH L$p A(sA({E(CE(KE(`E(PE(@E(0E( IA]HDH HATAUHh )pE3)xLD)@(Djz ED)xD
f D)XD(D)HEWD)8D-] D)(D$ D)E(HXLpED)hEWHfAnDl$pDAP +D$ $ +^L$x; LAD$ L)H$X jH$P HL$8 MxH$ HcHH$H HL @ fff AHcDXYEXIM X2y ,D D; fA/ AA+;
+ A(A\f/ CA(A\;$ A(p AEDt$`A(Dt$X|$PD$Hh D$@H$ HD$8D$0(L$ ( $ D$ $ MD$f/L$xs,fA/AD$v D߉|$pD($ D(DD(
D\$pD$ HIH;$ $ EWL$8 E3H$H H$P H$X A|$ D($ L$@ H$` L$ D$ A(AX@(fD/ -w A(%w A(EPI$HH Xx h fA/^Wv0(Tf/v$fA/AAfD/+fnY5 g E\fAnA\E+A(^ EXEh0(Y v X^^XA(\AP(A@8A(I$HH Xx h fA/^Wv/(Tf/v#fA/AfD/AA+fnYWD\A*E\^ EH A@hAx@(EXHXYEH(^D^AXAH L$h A(sA({E(CE(KE(hE(XE(HE(8E((IA]A\HDH HATAUHh )pE3)xLD)@(DZu ED)xD
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+(ICA(Isl$ AC8 m`$ DH$ A(INA(|$@(|$8Ht$0D$(H\$ M6IND|$@A(Љ|$8A(Ht$0t$(H\$ B(|$pL$ I[IkIs I{(A(sE(CE(KIA^HHXHhHpWH A1HH$ D)p)xD)@E LAA(D)HA(D
+H$ A(AYA(H8H$ 8I A@ |$@D$8 PWiI H|$0HH Xx ^X HMt$(H\$ 軟HMD|$@A(D$8 A(H|$0t$(H\$ i(|$pL$ I[IkIs A(sE(CE(KI_H\$Hl$Ht$WH A9HH$ )t$p)|$`A8H0LAH$ D)D$PD0I A@ t$8|$0PViI HX h x p D$(A(L$ (fX H$ DHM(t$@A(D$8 Ht$0D$(HD$ r(t$pL$ I[IkE(C(|$`Fh Is I_HHXHhHpWAVAWH LyHE1)p)xD)@E D)HD
+H$ H(H$ 8IAG |$8Dt$0PUiI HC h x p D$(A(L$ A(N 3(~iC,C Þ& C, I HC EH$ A(HNA(|$@X |$8Hl$0t$(H\$ HNE|$@A(Љ|$8A(Hl$0t$(H\$ (|$pL$ I[ Ik(Is0A(sE(CE(KIA_A^_HHXHhHpHx AVH HyHE1)p)xA8D)@DH$ H(H$ 0HG t$8Dt$0PUiH HC h x p D$(A(L$ (t 3҃~iC,C Þ& C, H HC EHN(t$@A(ȉT$8X H$ Hl$0D$(HD$ U(t$pL$ I[IkIs I{(E(C(|$`IA^HHXHhHpWH A1HH$ D)p)xD)@E D)HA(D
+HQA(H$ A(fnAXH8H$ 8HB |$@D$8 HOiHH|$0HH ^ Xx (X
j ^Wz Y(^^A(XYYYA(XW5z X HMt$(H\$ lHMD|$@A(D$8 A(H|$0t$(H\$ 誒(|$pL$ I[IkIs A(sE(CE(KI_@SH E LAH$ )t$p()|$`fAnHH$ 8D)D$PDHQA(|$@A(AXD$8 H\$0HB HKiHHH H$ ^ Xx (X
Pi ^W%my Y(^^A(XYYYXW ?y X IJ\$(HD$ 3(t$p(|$`D(D$PCh HĀ [@SH E LAH$ )t$p()|$`fAnHH$ 8D)D$PDHQA(|$@A(AXD$8 H\$0HB HKiHHH H$ ^ Xx (X
0h ^W%Mx Y(^^A(XYYYXW x X IJ\$(HD$ (t$p(|$`D(D$PCh HĀ [HHXHhHpWH A1HH$ D)p)xD)@E LAA(D)HA(D
+H$ A(AYA(H8H$ 8I A@ |$@D$8 PWiI H|$0HH Xx ^X HMt$(H\$ KHMD|$@A(D$8 A(H|$0t$(H\$ (|$pL$ I[IkIs A(sE(CE(KI_@SHP
+LA(LA(H$ E YLH$ I A@ PASi3IHA Xx ^~iA,C Þ& A, IHA IJd$@T$8X H$ L\$0\$(HD$ CHP[H\$Hl$Ht$WH A9HH$ )t$p)|$`A8H0LAH$ D)D$PD0I A@ t$8|$0PViI HX h x p D$(A(L$ (X H$ DHM(t$@A(D$8 Ht$0D$(HD$ *(t$pL$ I[IkE(C(|$`Fh Is I_HHXHhHpWH A1H)p)xD)@E LAD)HD
+H$ H8H$ 8I A@ |$8t$0PWiI HX h x p D$(A(L$ A(HM(X H$ D|$@A(D$8 A(H|$0t$(H\$ dHMD|$@A(D$8 A(H|$0t$(H\$ \p(|$pL$ I[IkIs A(sE(CE(KI_H\$Hl$Ht$WH A1HH$ )t$p)|$`A8H8LAH$ D)D$PD0I A@ t$8t$0PWiI HX h x p D$(A(L$ (X H$ DHM(t$@A(D$8 H|$0D$(HD$ u(t$pL$ I[IkIs E(C(|$`I_HHXHhHpHx AVH E1W)pH)x:D)@(E LATq D)HH$ H(H$ DI A@ PUiIHB \p x f/wW3AXf/ϋf/+fn
+YY^~iB,C Þ& B, IHB EH$ A(HN(DL$@X |$8Hl$0t$(H\$ 6HNEDL$@A(Љ|$8(Hl$0t$(H\$ (|$pL$ I[IkIs I{(A(sE(CE(KIA^HHXHhHpWH A1H)p)xD)@E LAD)HD
+H$ H8H$ 8I A@ |$8t$0PWiI HX h x p D$(A(L$ A(HM(X H$ D|$@A(D$8 A(H|$0t$(H\$ ^uHMD|$@A(D$8 A(H|$0t$(H\$ 謁(|$pL$ I[IkIs A(sE(CE(KI_@SHP
+LA(LA(H$ E YLH$ I A@ PASi3IHA Xx ^~iA,C Þ& A, IHA IJd$@T$8X H$ L\$0\$(HD$ (HP[HHXHhHpWH A)H%{n W)p)x:HQ(D)@E D)HA(H$ H0H$ DHB HNiHHP Xx h f/^Wv0(Tm f/v 3f/3f/+fnYH$ (HOXYDDL$@A(D$8 YHt$0Y(XWX t$(H\$ HODDL$@A(D$8 (Ht$0t$(H\$ ʽ(|$pL$ I[IkIs A(sE(CE(KI_LI[IsWH H$ HAHI)t$pH8H$ )|$`A8E)C(0IC8D(ICA(I{\$ AC8 J$ DHN(t$@A(ȉD$8H$ H|$0D$(HD$ (t$pL$ I[IsE(C(|$`Gh I_HHXHhHpWH A)W)pH)x:D)@(E LATk D)HH$ H0H$ DI A@ PViI HP \p x f/wWH$ AX3DL$@f/D$8 DHt$03f/(+fnHOYY^A(X t$(H\$ -HODDL$@A(D$8 (Ht$0t$(H\$ :(|$pL$ I[IkIs A(sE(CE(KI_LI[IsWH H$ HAHI)t$pH8H$ )|$`A8E)C(0IC8D(ICA(I{\$ AC8 lI$ DHN(t$@A(ȉD$8H$ H|$0D$(HD$ #(t$pL$ I[IsE(C(|$`Gh I_HHXHhHpWAVAWH LyHE1)p)xD)@E D)HD
+H$ H(H$ 8IAG |$8Dt$0PUiI HC h x p D$(A(L$ A(访 3(~iC,C Þ& C, I HC EH$ A(HNA(|$@X |$8Hl$0t$(H\$ HNE|$@A(Љ|$8A(Hl$0t$(H\$ u (|$pL$ I[ Ik(Is0A(sE(CE(KIA_A^_@SHP
+LA(LA(E H$ YHH$ I A@ d$@D$8 PSiI H\$0HH H$ Xx ^X IJ\$(HD$ 譊Ch HP[HHXHhHpWAVAWH LyHE1)p)xD)@E D)HD
+H$ H(H$ 8IAG |$8Dt$0PUiI HC h x p D$(A(L$ A(^ 3(~iC,C Þ& C, I HC EH$ A(HNA(|$@X |$8Hl$0t$(H\$ 7HNE|$@A(Љ|$8A(Hl$0t$(H\$ C(|$pL$ I[ Ik(Is0A(sE(CE(KIA_A^_@SHp"LHQ(H$ WE )t$`A0H(H$ D)D$PD HB HKiHHP Xx h f/^W
e v0(Te f/v 3f/3f/+fnYH$ (IJXY(DD$@D$8 YH\$0Y(XW ae X \$(HD$ 9(t$`D(D$PCh Hp[HHXHhHpHx AVH HyHE1)p)xA8D)@DH$ H(H$ 0HG t$8Dt$0PUiH HC h x p D$(A(L$ (Ļ 3҃~iC,C Þ& C, H HC EHN(t$@A(ȉT$8X H$ Hl$0D$(HD$ O(t$pL$ I[IkIs I{(E(C(|$`IA^HHXHhHpHx AVH E1W)pH)x:D)@(E LATc D)HH$ H(H$ DI A@ PUiIHB \p x f/wW3AXf/ϋf/+fn
+YY^~iB,C Þ& B, IHB EH$ A(HN(DL$@X |$8Hl$0t$(H\$ HNEDL$@A(Љ|$8(Hl$0t$(H\$ (|$pL$ I[IkIs I{(A(sE(CE(KIA^@SHPWA(LILH$ AT
"b LH$ (IAA PASiIHB \p x f/wWE3Xf/AAf/+fn
+YY^ą~ iB,C Þ& B, DIHB DIJ(l$@DD$8X H$ L\$0D$(HD$ HP[LI[IsWH H$ HAHI)t$pH8H$ )|$`A8E)C(0IC8D(ICA(I{\$ AC8 ?$ DHN(t$@A(ȉD$8H$ H|$0D$(HD$ g(t$pL$ I[IsE(C(|$`Gh I_HHXHhHpWH A1H)p)xD)@E LAD)HD
+H$ H8H$ 8I A@ |$8t$0PWiI HX h x p D$(A(L$ A(HM(X H$ D|$@A(D$8 A(H|$0t$(H\$ >HMD|$@A(D$8 A(H|$0t$(H\$ \(|$pL$ I[IkIs A(sE(CE(KI_HHXHhHpWAVAWH LyHE1)p)xD)@E D)HD
+H$ H(H$ 8IAG |$8Dt$0PUiI HC h x p D$(A(L$ A( 3(~iC,C Þ& C, I HC EH$ A(HNA(|$@X |$8Hl$0t$(H\$ 3HNE|$@A(Љ|$8A(Hl$0t$(H\$ E(|$pL$ I[ Ik(Is0A(sE(CE(KIA_A^_HHXHhHpHx AVH E1H)p3)x:D)@(E LAA(D)HH$ YH(H$ DI A@ PUiIHA D AXx ^E~ iA,C Þ& A, IAHA EH$ A(HN(DL$@X |$8Hl$0t$(H\$ qHNEDL$@A(Љ|$8(Hl$0t$(H\$ ~(|$pL$ I[IkIs I{(A(sE(CE(KIA^H E LAH$ )t$p()|$`fAnLH$ 8D)D$PDHQA(|$@A(AXD$8 LT$0HB HAJiHHH H$ ^ Xx (X
aK ^W%~[ Y(^^A(XYYYXW P[ X IK\$(HD$ Dk(t$p(|$`D(D$PHĈ HHXHhHpWAVAWH LyHE1)p)xD)@E D)HD
+H$ H(H$ 8IAG |$8Dt$0PUiI HC h x p D$(A(L$ A(ΰ 3(~iC,C Þ& C, I HC EH$ A(HNA(|$@X |$8Hl$0t$(H\$ SHNE|$@A(Љ|$8A(Hl$0t$(H\$ e
+(|$pL$ I[ Ik(Is0A(sE(CE(KIA_A^_H\$Hl$Ht$WH A1HH$ )t$p)|$`A8H8LAH$ D)D$PD0I A@ t$8t$0PWiI HX h x p D$(A(L$ (&X H$ DHM(t$@A(D$8 H|$0D$(HD$ :(t$pL$ I[IkIs E(C(|$`I_HHXHhHpWAVAWH LyHE1)p)xD)@E D)HD
+H$ H(H$ 8IAG |$8Dt$0PUiI HC h x p D$(A(L$ A( 3(~iC,C Þ& C, I HC EH$ A(HNA(|$@X |$8Hl$0t$(H\$ ,HNE|$@A(Љ|$8A(Hl$0t$(H\$ 8(|$pL$ I[ Ik(Is0A(sE(CE(KIA_A^_HHXHhHpWH A)H%V W)p)x:HQ(D)@E D)HA(H$ H0H$ DHB HNiHHP Xx h f/^Wv0(T>V f/v 3f/3f/+fnYH$ (HOXYDDL$@A(D$8 YHt$0Y(XWX t$(H\$ |KHODDL$@A(D$8 (Ht$0t$(H\$ ZX(|$pL$ I[IkIs A(sE(CE(KI_H\$Hl$Ht$WH A1HH$ )t$p)|$`A8H8LAH$ D)D$PD0I A@ t$8t$0PWiI HX h x p D$(A(L$ (&X H$ DHM(t$@A(D$8 H|$0D$(HD$ e
+(t$pL$ I[IkIs E(C(|$`I_H\$Hl$Ht$WH A9HH$ )t$p)|$`A8H0LAH$ D)D$PD0I A@ t$8|$0PViI HX h x p D$(A(L$ (X H$ DHM(t$@A(D$8 Ht$0D$(HD$ ](t$pL$ I[IkE(C(|$`Fh Is I_HHXHhHpWH A1H)p)xD)@E LAD)HD
+H$ H8H$ 8I A@ |$8t$0PWiI HX h x p D$(A(L$ A(HM(X H$ D|$@A(D$8 A(H|$0t$(H\$ HMD|$@A(D$8 A(H|$0t$(H\$ L(|$pL$ I[IkIs A(sE(CE(KI_HHXHhHpWH A1HH$ D)p)xD)@E D)HA(D
+HQA(H$ A(fnAXH8H$ 8HB |$@D$8 HOiHH|$0HH ^ Xx (X
@ ^WP Y(^^A(XYYYA(XW5P X HMt$(H\$ |HMD|$@A(D$8 A(H|$0t$(H\$ 蚷(|$pL$ I[IkIs A(sE(CE(KI_H\$Hl$Ht$WH A1HH$ )t$p)|$`A8H8LAH$ D)D$PD0I A@ t$8t$0PWiI HX h x p D$(A(L$ (6X H$ DHM(t$@A(D$8 H|$0D$(HD$ (t$pL$ I[IkIs E(C(|$`I_HHXHhHpWH A)W)pH)x:D)@(E LATN D)HH$ H0H$ DI A@ PViI HP \p x f/wWH$ AX3DL$@f/D$8 DHt$03f/(+fnHOYY^A(X t$(H\$ qiHODDL$@A(D$8 (Ht$0t$(H\$ v(|$pL$ I[IkIs A(sE(CE(KI_H\$Hl$Ht$WH A9HH$ )t$p)|$`A8H0LAH$ D)D$PD0I A@ t$8|$0PViI HX h x p D$(A(L$ (覢X H$ DHM(t$@A(D$8 Ht$0D$(HD$ (t$pL$ I[IkE(C(|$`Fh Is I_@SHPWE(LILH$ AT
bL HH$ (IAA PSiIHB \p x f/wWE3Xf/AAf/+fn
+YY^ą~ iB,C Þ& B, DIHB EIJ(l$@DD$8X H$ H\$0D$(HD$ Ch HP[HHXHhHpHx AVH E1W)pH)x:D)@(E LAT7K D)HH$ H(H$ DI A@ PUiIHB \p x f/wW3AXf/ϋf/+fn
+YY^~iB,C Þ& B, IHB EH$ A(HN(DL$@X |$8Hl$0t$(H\$ HNEDL$@A(Љ|$8(Hl$0t$(H\$ x(|$pL$ I[IkIs I{(A(sE(CE(KIA^HHXHhHpHx AVH E1H)p3)x:D)@(E LAA(D)HH$ YH(H$ DI A@ PUiIHA D AXx ^E~ iA,C Þ& A, IAHA EH$ A(HN(DL$@X |$8Hl$0t$(H\$ ^bHNEDL$@A(Љ|$8(Hl$0t$(H\$ n(|$pL$ I[IkIs I{(A(sE(CE(KIA^HHXHhHpWH A1H)p)xD)@E LAD)HD
+H$ H8H$ 8I A@ |$8t$0PWiI HX h x p D$(A(L$ A(3HM(X H$ D|$@A(D$8 A(H|$0t$(H\$ HMD|$@A(D$8 A(H|$0t$(H\$ .(|$pL$ I[IkIs A(sE(CE(KI_HHXHhHpWAVAWH LyHE1)p)xD)@E D)HD
+H$ H(H$ 8IAG |$8Dt$0PUiI HC h x p D$(A(L$ A( 3(~iC,C Þ& C, I HC EH$ A(HNA(|$@X |$8Hl$0t$(H\$ HNE|$@A(Љ|$8A(Hl$0t$(H\$ (|$pL$ I[ Ik(Is0A(sE(CE(KIA_A^_HHXHhHpWH A)H%E W)p)x:HQ(D)@E D)HA(H$ H0H$ DHB HNiHHP Xx h f/^Wv0(TE f/v 3f/3f/+fnYH$ (HOXYDDL$@A(D$8 YHt$0Y(XWX t$(H\$ HODDL$@A(D$8 (Ht$0t$(H\$ j(|$pL$ I[IkIs A(sE(CE(KI_@SHP
+LA(LA(E H$ YHH$ I A@ d$@D$8 PSiI H\$0HH H$ Xx ^X IJ\$(HD$ ͻCh HP[HHXHhHpHx AVH HqHE1)p)xA8D)@DH$ H8H$ 0HF t$8Dt$0PWiH HC h x p D$(A(L$ (t 3҃~iC,C Þ& C, H HC EHM(t$@A(ȉT$8X H$ H|$0D$(HD$ ω(t$pL$ I[IkIs E(C(|$`Gh I{(IA^HHXHhHpWAVAWH LyHE1)p)xD)@E D)HD
+H$ H(H$ 8IAG |$8Dt$0PUiI HC h x p D$(A(L$ A( 3(~iC,C Þ& C, I HC EH$ A(HNA(|$@X |$8Hl$0t$(H\$ SHNE|$@A(Љ|$8A(Hl$0t$(H\$ u(|$pL$ I[ Ik(Is0A(sE(CE(KIA_A^_HHXHhHpWAVAWH LyHE1)p)xD)@E D)HD
+H$ H(H$ 8IAG |$8Dt$0PUiI HC h x p D$(A(L$ A(螕 3(~iC,C Þ& C, I HC EH$ A(HNA(|$@X |$8Hl$0t$(H\$ ~HNE|$@A(Љ|$8A(Hl$0t$(H\$ (|$pL$ I[ Ik(Is0A(sE(CE(KIA_A^_HHXHhHpHx AVH HyHE1)p)xA8D)@DH$ H(H$ 0HG t$8Dt$0PUiH HC h x p D$(A(L$ ( 3҃~iC,C Þ& C, H HC EHN(t$@A(ȉT$8X H$ Hl$0D$(HD$ o(t$pL$ I[IkIs I{(E(C(|$`IA^HHXHhHpWH A)W)pH)x:D)@(E LAT= D)HH$ H0H$ DI A@ PViI HP \p x f/wWH$ AX3DL$@f/D$8 DHt$03f/(+fnHOYY^A(X t$(H\$ SHODDL$@A(D$8 (Ht$0t$(H\$ a(|$pL$ I[IkIs A(sE(CE(KI_HHXHhHpHx AVH HqHE1)p)xA8D)@DH$ H8H$ 0HF t$8Dt$0PWiH HC h x p D$(A(L$ (蔐 3҃~iC,C Þ& C, H HC EHM(t$@A(ȉT$8X H$ H|$0D$(HD$ m(t$pL$ I[IkIs E(C(|$`Gh I{(IA^HHXHhHpHx AVH HqHE1)p)xA8D)@DH$ H8H$ 0HF t$8Dt$0PWiH HC h x p D$(A(L$ ( 3҃~iC,C Þ& C, H HC EHM(t$@A(ȉT$8X H$ H|$0D$(HD$ o(t$pL$ I[IkIs E(C(|$`Gh I{(IA^@SHp"LHQ(H$ WE )t$`A0H(H$ D)D$PD HB HKiHHP Xx h f/^W
9 v0(Tk9 f/v 3f/3f/+fnYH$ (IJXY(DD$@D$8 YH\$0Y(XW 9 X \$(HD$ 3(t$`D(D$PCh Hp[H\$Hl$Ht$WH A9HH$ )t$p)|$`A8H0LAH$ D)D$PD0I A@ t$8|$0PViI HX h x p D$(A(L$ (X H$ DHM(t$@A(D$8 Ht$0D$(HD$ (t$pL$ I[IkE(C(|$`Fh Is I_H\$Hl$Ht$WH A9HH$ )t$p)|$`A8H0LAH$ D)D$PD0I A@ t$8|$0PViI HX h x p D$(A(L$ (VX H$ DHM(t$@A(D$8 Ht$0D$(HD$ (t$pL$ I[IkE(C(|$`Fh Is I_HHXHhHpHx AVH HqHE1)p)xA8D)@DH$ H8H$ 0HF t$8Dt$0PWiH HC h x p D$(A(L$ (d 3҃~iC,C Þ& C, H HC EHM(t$@A(ȉT$8X H$ H|$0D$(HD$ (t$pL$ I[IkIs E(C(|$`Gh I{(IA^H\$Hl$Ht$WH A9HH$ )t$p)|$`A8H0LAH$ D)D$PD0I A@ t$8|$0PViI HX h x p D$(A(L$ (X H$ DHM(t$@A(D$8 Ht$0D$(HD$ Uj(t$pL$ I[IkE(C(|$`Fh Is I_HHXHhHpWH A1HH$ D)p)xD)@E LAA(D)HA(D
+H$ A(AYA(H8H$ 8I A@ |$@D$8 PWiI H|$0HH Xx ^X HMt$(H\$ ;PHMD|$@A(D$8 A(H|$0t$(H\$ Y(|$pL$ I[IkIs A(sE(CE(KI_HHXHhHpWAVAWH LyHE1)p)xD)@E D)HD
+H$ H(H$ 8IAG |$8Dt$0PUiI HC h x p D$(A(L$ A(辈 3(~iC,C Þ& C, I HC EH$ A(HNA(|$@X |$8Hl$0t$(H\$ HNE|$@A(Љ|$8A(Hl$0t$(H\$ 5(|$pL$ I[ Ik(Is0A(sE(CE(KIA_A^_HHXHhHpHx AVH HqHE1)p)xA8D)@DH$ H8H$ 0HF t$8Dt$0PWiH HC h x p D$(A(L$ (d 3҃~iC,C Þ& C, H HC EHM(t$@A(ȉT$8X H$ H|$0D$(HD$ (t$pL$ I[IkIs E(C(|$`Gh I{(IA^HHXHhHpWH A1H)p)xD)@E LAD)HD
+H$ H8H$ 8I A@ |$8t$0PWiI HX h x p D$(A(L$ A(#HM(X H$ D|$@A(D$8 A(H|$0t$(H\$ HMD|$@A(D$8 A(H|$0t$(H\$ <(|$pL$ I[IkIs A(sE(CE(KI_HHXHhHpWAVAWH LyHE1)p)xD)@E D)HD
+H$ H(H$ 8IAG |$8Dt$0PUiI HC h x p D$(A(L$ A(^ 3(~iC,C Þ& C, I HC EH$ A(HNA(|$@X |$8Hl$0t$(H\$ ӲHNE|$@A(Љ|$8A(Hl$0t$(H\$ (|$pL$ I[ Ik(Is0A(sE(CE(KIA_A^_HHXHhHpHx AVH HqHE1)p)xA8D)@DH$ H8H$ 0HF t$8Dt$0PWiH HC h x p D$(A(L$ ( 3҃~iC,C Þ& C, H HC EHM(t$@A(ȉT$8X H$ H|$0D$(HD$ (t$pL$ I[IkIs E(C(|$`Gh I{(IA^HHXHhHpWH A1H)p)xD)@E LAD)HD
+H$ H8H$ 8I A@ |$8t$0PWiI HX h x p D$(A(L$ A(ÁHM(X H$ D|$@A(D$8 A(H|$0t$(H\$ >,HMD|$@A(D$8 A(H|$0t$(H\$ 8(|$pL$ I[IkIs A(sE(CE(KI_HHXHhHpHx AVH HyHE1)p)xA8D)@DH$ H(H$ 0HG t$8Dt$0PUiH HC h x p D$(A(L$ ( 3҃~iC,C Þ& C, H HC EHN(t$@A(ȉT$8X H$ Hl$0D$(HD$ p(t$pL$ I[IkIs I{(E(C(|$`IA^LI[IkIsI{ AVH H$ LA)HIA)sH0H$ )|$pE)CE 8A(IC8E)KD
+(ICA(Isl$ AC8
$ DH$ A(INA(|$@(|$8Ht$0D$(H\$ IND|$@A(Љ|$8A(Ht$0t$(H\$ (|$pL$ I[IkIs I{(A(sE(CE(KIA^HHXHhHpWH A1H)p)xD)@E LAD)HD
+H$ H8H$ 8I A@ |$8t$0PWiI HX h x p D$(A(L$ A(~HM(X H$ D|$@A(D$8 A(H|$0t$(H\$ THMD|$@A(D$8 A(H|$0t$(H\$ a(|$pL$ I[IkIs A(sE(CE(KI_HHXHhHpWH A1H)p)xD)@E LAD)HD
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[LightGBM] [%s]
- '" regression multiclass none binary Size of feature_names error, should equal with total number of features Do not support non-ASCII characters in feature name. Do not support special JSON characters in feature name. Find whitespaces in feature_names, replace with underlines d:\a\1\s\src\application/predictor.hpp Check failed: early_stop_freq > 0 at %s, line %d .
- Check failed: early_stop_margin >= 0 at %s, line %d .
- Prediction results file %s cannot be found Could not recognize the data format of data file %s The number of features in data (%d) is not the same as it was in training data (%d). , gbdt Continued train from model is not supported for c_api,
-please use continued train with input score feature Do not support feature parallel in c api serial Only find one worker, will switch to serial tree learner Using self-defined objective function num_class Cannot change num_class during training boosting Cannot change boosting during training metric Cannot change metric during training objective cpu LightGBM_model.txt LightGBM_predict_result.txt gbdt_prediction.cpp unknown exception The number of columns should be greater than zero. The number of columns should be smaller than INT32_MAX. D:\a\1\s\src\c_api.cpp Check failed: inner_data.first < num_col at %s, line %d .
- Check failed: num_used_row_indices > 0 at %s, line %d .
- Used indices of subset used_row_indices should be sorted in Subset Input data type error or field not found Field not found Unknown data type in RowFunctionFromDenseMatric Unknown data type in RowFunctionFromCSR Check failed: col_idx < ncol_ptr && col_idx >= 0 at %s, line %d .
- Unknown data type in CSC matrix Could not open %s Skipped header "%s" in file %s invalid unordered_map<K, T> key Warning: last line of %s has no end of line, still using this line vector<T> too long invalid string position ] , ] outside [ [%s]: does not tolerate element [#%i = string too long list<T> too long map/set<T> too long @ @ 0 p @ P PN q q q q q q q q q q q q q q q q q q q q q q q q q q q q q q q q q q q q q q q ` p 0 0 @ Н @ p ` ` P @ 0 p p PF 1X 7X D C =X @C CX IX OX A A UX [X aX @ p 0 p @ ( @ ` C `C P P @ p Ч p
8 X7 N Й p p Ъ P P P p @ p H P P @ p P p Ъ Don't support large string in R-package D:\a\1\s\src\lightgbm_R.cpp Check failed: len == out_len at %s, line %d .
- group query init_score Check failed: out_len == len at %s, line %d .
- @ 0 0 0 p h p p
- 0 p
-
%s is set with %s=%s, %s=%s will be ignored. Current value: %s=%s %s is set with %s=%s, will be overridden by %s=%s. Current value: %s=%s Unknown parameter: %s %s is set=%s, %s=%s will be ignored. Current value: %s=%s config p 06 ) + P+ 5 z ~ `. P2 p
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P w 0w @ d:\a\1\s\src\boosting\gbdt.h Check failed: data_idx >= 0 && data_idx <= static_cast<int>(valid_score_updater_.size()) at %s, line %d .
+
+
@ ` ت @ %s is set with %s=%s, %s=%s will be ignored. Current value: %s=%s %s is set with %s=%s, will be overridden by %s=%s. Current value: %s=%s Unknown parameter: %s %s is set=%s, %s=%s will be ignored. Current value: %s=%s regression multiclass none binary P Feature (%s) appears more than one time. d:\a\1\s\src\application\predictor.hpp Check failed: (early_stop_freq) > (0) at %s, line %d .
+ Check failed: (early_stop_margin) >= (0) at %s, line %d .
+ Prediction results file %s cannot be found Could not recognize the data format of data file %s The number of features in data (%d) is not the same as it was in training data (%d).
+You can set ``predict_disable_shape_check=true`` to discard this error, but please be aware what you are doing. , Feature (%s) is missed in data file. If it is weight/query/group/ignore_column, you can ignore this warning. gbdt serial cpu basic LightGBM_model.txt LightGBM_predict_result.txt gbdt_prediction.cpp config Could not open %s Skipped header "%s" in file %s invalid unordered_map<K, T> key Read %.1f GBs from %s. Warning: last line of %s has no end of line, still using this line vector<T> too long invalid string position string too long Ю Ю 0 а P P а p Э Э p p p list<T> too long н 0 0 p p @ P P >MbP? ? {Gz? ? .A C C _ " i " i H " @ " @ 0 " " " Г " 0 H 8 " " " ( 0 " i T " D
+ p x " X ` 0 " H " X " i 0 X " i " i ( 8 " i t " i " i < h " i Н "
+ \ ( ( " i ԟ ScoreUpdater::AddScore d:\a\1\s\src\boosting\gbdt.h Check failed: data_idx >= 0 && data_idx <= static_cast<int>(valid_score_updater_.size()) at %s, line %d .
Check failed: tree_idx >= 0 && static_cast<size_t>(tree_idx) < models_.size() at %s, line %d .
Check failed: leaf_idx >= 0 && leaf_idx < models_[tree_idx]->num_leaves() at %s, line %d .
- tree d:\a\1\s\src\boosting\goss.hpp Check failed: config_->top_rate + config_->other_rate <= 1.0f at %s, line %d .
- Check failed: config_->top_rate > 0.0f && config_->other_rate > 0.0f at %s, line %d .
- Cannot use bagging in GOSS Using GOSS d:\a\1\s\src\boosting\rf.hpp Check failed: config->bagging_freq > 0 && config->bagging_fraction < 1.0f && config->bagging_fraction > 0.0f at %s, line %d .
+ tree p ` / $ t @ P5 P P
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І P d:\a\1\s\src\boosting\goss.hpp Check failed: hessians != nullptr && objective_function_ == nullptr at %s, line %d .
+ Check failed: hessians == nullptr at %s, line %d .
+ Check failed: (config_->top_rate + config_->other_rate) <= (1.0f) at %s, line %d .
+ Check failed: config_->top_rate > 0.0f && config_->other_rate > 0.0f at %s, line %d .
+ Cannot use bagging in GOSS Using GOSS p ` / ( $ @ 6 ) P @
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, І x y p d:\a\1\s\src\boosting\rf.hpp Check failed: config->bagging_freq > 0 && config->bagging_fraction < 1.0f && config->bagging_fraction > 0.0f at %s, line %d .
Check failed: config->feature_fraction <= 1.0f && config->feature_fraction > 0.0f at %s, line %d .
- Check failed: train_data->metadata().init_score() == nullptr at %s, line %d .
- Check failed: num_tree_per_iteration_ == num_class_ at %s, line %d .
- RF mode do not support custom objective function, please use built-in objectives. Check failed: gradients == nullptr at %s, line %d .
- Check failed: hessians == nullptr at %s, line %d .
- Time for loading model: %f seconds dart goss rf Unknown boosting type %s Unknown model format or submodel type in model file %s bad cast regression_l1 mape : D:\a\1\s\include\LightGBM/tree.h Check failed: max_depth_ >= 0 at %s, line %d .
- Number of class for initial score error D:\a\1\s\src\boosting\gbdt.cpp Check failed: train_data != nullptr at %s, line %d .
- Cannot add validation data, since it has different bin mappers with training data No object function provided Check failed: cur_left_cnt == bag_data_cnt at %s, line %d .
- Re-bagging, using %d data to train %f seconds elapsed, finished iteration %d .snapshot_iter_ Check failed: tree_leaf_prediction.size() > 0 at %s, line %d .
- Check failed: static_cast<size_t>(num_data_) == tree_leaf_prediction.size() at %s, line %d .
- Check failed: static_cast<size_t>(models_.size()) == tree_leaf_prediction[0].size() at %s, line %d .
- Check failed: leaf_pred[i] < models_[model_index]->num_leaves() at %s, line %d .
- Start training from score %lf quantile Disabling boost_from_average in %s may cause the slow convergence Stopped training because there are no more leaves that meet the split requirements Early stopping at iteration %d, the best iteration round is %d Output of best iteration round:
-%s : , training Iteration: , valid_ Cannot reset training data, since new training data has different bin mappers Check failed: num_tree_per_iteration_ == objective_function_->NumModelPerIteration() at %s, line %d .
- Use subset for bagging vector<bool> too long P p ( о =X @ P p P c 0j t z ~ p
Ч
Ё ` p- 0/ 0H 0 ` p
P w 0w @ C `C @ 8w false true na null regression_l2 mean_squared_error mse l2 l2_root root_mean_squared_error rmse mean_absolute_error l1 mae softmax multiclassova multiclass_ova ova ovr xentropy cross_entropy xentlambda cross_entropy_lambda mean_absolute_percentage_error custom v3 { ", "name":" "version":" , "num_class": "num_tree_per_iteration": "label_index": "max_feature_idx": ,
- "average_output": ",
- "objective":" "], "," "feature_names":[" ], "monotone_constraints":[ "tree_info":[ "tree_index": } #include "gbdt.h" #include <LightGBM/utils/common.h> #include <LightGBM/objective_function.h> #include <LightGBM/metric.h> #include <LightGBM/prediction_early_stop.h> #include <ctime> #include <sstream> #include <chrono> #include <string> #include <vector> #include <utility> namespace LightGBM { double (*PredictTreePtr[])(const double*) = { , PredictTree }; int early_stop_round_counter = 0; std::memset(output, 0, sizeof(double) * num_tree_per_iteration_); for (int i = 0; i < num_iteration_for_pred_; ++i) { for (int k = 0; k < num_tree_per_iteration_; ++k) { output[k] += (*PredictTreePtr[i * num_tree_per_iteration_ + k])(features); ++early_stop_round_counter; if (early_stop->round_period == early_stop_round_counter) { if (early_stop->callback_function(output, num_tree_per_iteration_)) return; early_stop_round_counter = 0; void GBDT::PredictRaw(const double* features, double *output, const PredictionEarlyStopInstance* early_stop) const { double (*PredictTreeByMapPtr[])(const std::unordered_map<int, double>&) = { ByMap output[k] += (*PredictTreeByMapPtr[i * num_tree_per_iteration_ + k])(features); void GBDT::PredictRawByMap(const std::unordered_map<int, double>& features, double* output, const PredictionEarlyStopInstance* early_stop) const { void GBDT::Predict(const double* features, double *output, const PredictionEarlyStopInstance* early_stop) const { PredictRaw(features, output, early_stop); if (average_output_) { output[k] /= num_iteration_for_pred_; if (objective_function_ != nullptr) { objective_function_->ConvertOutput(output, output); void GBDT::PredictByMap(const std::unordered_map<int, double>& features, double* output, const PredictionEarlyStopInstance* early_stop) const { PredictRawByMap(features, output, early_stop); double (*PredictTreeLeafPtr[])(const double*) = { Leaf void GBDT::PredictLeafIndex(const double* features, double *output) const { int total_tree = num_iteration_for_pred_ * num_tree_per_iteration_; for (int i = 0; i < total_tree; ++i) { output[i] = (*PredictTreeLeafPtr[i])(features); double (*PredictTreeLeafByMapPtr[])(const std::unordered_map<int, double>&) = { LeafByMap void GBDT::PredictLeafIndexByMap(const std::unordered_map<int, double>& features, double* output) const { output[i] = (*PredictTreeLeafByMapPtr[i])(features); } // namespace LightGBM #define USE_HARD_CODE 0 #ifndef USE_HARD_CODE #else #endif version= num_class= num_tree_per_iteration= label_index= max_feature_idx= objective= average_output feature_names= monotone_constraints= feature_infos= Tree= tree_sizes= end of trees feature importances: =
-parameters: end of parameters feature_names monotone_constraints Wrong line at model file: %s Model file doesn't specify the number of classes num_tree_per_iteration label_index Model file doesn't specify the label index max_feature_idx Model file doesn't specify max_feature_idx Wrong size of feature_names Model file doesn't contain feature_names Wrong size of monotone_constraints feature_infos Wrong size of feature_infos Model file doesn't contain feature_infos tree_sizes Model format error, expect a tree here. met %s parameters: Unknown importance type: only support split=0 and gain=1 P P p @ p x 0 p Multiclass early stopping needs predictions to be of length two or larger Binary early stopping needs predictions to be of length one Unknown early stopping type: 8 И `p X @ l P~ 0p p q q q q q h l P~ `p @ Џ 0 p @ p 0 h p* p{ @ p p p p P& # | ! | @f @ ~ p p p p p @ 0 @g P
D:\a\1\s\src\io\bin.cpp Check failed: max_bin > 0 at %s, line %d .
- Check failed: bin_upper_bound.size() <= static_cast<size_t>(max_bin) at %s, line %d .
- Check failed: num_bin_ <= max_bin at %s, line %d .
- Met negative value in categorical features, will convert it to NaN Met categorical feature which contains sparse values. Consider renumbering to consecutive integers started from zero Check failed: default_bin_ > 0 at %s, line %d .
- Using OrderedSparseBin->ConstructHistogram() instead ` i < + z + `, p+ ; 0 3 P5 8 @. , { m } P~ `p q q q q q q q q q q q q q q q q q e p 0 b p ` c 0 p p p p ` P 0 `j L < y 0< = < pL pA C F 0I ? = @z j \ M y L M L \ Q S PV pY `O N py Parameter %s should be of type int, got "%s" binary_logloss ndcg lambdarank map mean_average_precision multi_logloss kldiv kullback_leibler Do not support non-ASCII characters in config. Unknown parameter %s
-
gbrt random_forest task train training predict prediction test convert_model refit refit_tree Unknown task type %s device_type gpu Unknown device type %s tree_learner feature_parallel data data_parallel voting voting_parallel Unknown tree learner type %s seed D:\a\1\s\src\io\config.cpp Check failed: valid.size() == valid_data_initscores.size() at %s, line %d .
- Number of classes should be specified and greater than 1 for multiclass training Number of classes must be 1 for non-multiclass training multi_error Multiclass objective and metrics don't match Histogram LRU queue was enabled (histogram_pool_size=%f).
-Will disable this to reduce communication costs Accuracy may be bad since you didn't set num_leaves and 2^max_depth > num_leaves ]
- [boosting: [objective: [metric: [tree_learner: [device_type: invalid stod argument stod argument out of range nan inf infinity Unknown token %s in data file Parameter %s should be of type double, got "%s" - + Parameter %s should be "true"/"+" or "false"/"-", got "%s" config_file task_type objective_type app application boosting_type boost train_data train_data_file data_filename valid valid_data valid_data_file test_data test_data_file valid_filenames num_iterations num_iteration n_iter num_tree num_trees num_round num_rounds num_boost_round n_estimators learning_rate shrinkage_rate eta num_leaves num_leaf max_leaves max_leaf tree_type tree_learner_type num_threads num_thread nthread nthreads n_jobs device random_seed random_state min_data_in_leaf min_data_per_leaf min_data min_child_samples min_sum_hessian_in_leaf min_sum_hessian_per_leaf min_sum_hessian min_hessian min_child_weight bagging_fraction sub_row subsample bagging pos_bagging_fraction pos_sub_row pos_subsample pos_bagging neg_bagging_fraction neg_sub_row neg_subsample neg_bagging bagging_freq subsample_freq bagging_seed bagging_fraction_seed feature_fraction sub_feature colsample_bytree feature_fraction_bynode sub_feature_bynode colsample_bynode early_stopping_round early_stopping_rounds early_stopping n_iter_no_change max_delta_step max_tree_output max_leaf_output lambda_l1 reg_alpha lambda_l2 reg_lambda lambda min_gain_to_split min_split_gain drop_rate rate_drop top_k topk mc monotone_constraint feature_contri feature_contrib fc fp feature_penalty forcedsplits_filename fs forced_splits_filename forced_splits_file forced_splits verbosity verbose bin_construct_sample_cnt subsample_for_bin histogram_pool_size hist_pool_size data_random_seed data_seed output_model model_output model_out snapshot_freq save_period input_model model_input model_in output_result predict_result prediction_result predict_name prediction_name pred_name name_pred initscore_filename init_score_filename init_score_file input_init_score valid_data_initscores valid_data_init_scores valid_init_score_file valid_init_score pre_partition is_pre_partition enable_bundle is_enable_bundle bundle is_enable_sparse is_sparse enable_sparse sparse two_round two_round_loading use_two_round_loading save_binary is_save_binary is_save_binary_file header has_header label_column label weight_column weight group_column group_id query_column query_id ignore_column ignore_feature blacklist categorical_feature cat_feature categorical_column cat_column predict_raw_score is_predict_raw_score predict_rawscore raw_score predict_leaf_index is_predict_leaf_index leaf_index predict_contrib is_predict_contrib contrib convert_model_file num_classes is_unbalance unbalance unbalanced_sets metrics metric_types metric_freq output_freq is_provide_training_metric training_metric is_training_metric train_metric eval_at ndcg_eval_at ndcg_at map_eval_at map_at num_machines num_machine local_listen_port local_port port machine_list_filename machine_list_file machine_list mlist machines workers nodes max_depth feature_fraction_seed first_metric_only max_drop skip_drop xgboost_dart_mode uniform_drop drop_seed top_rate other_rate min_data_per_group max_cat_threshold cat_l2 cat_smooth max_cat_to_onehot forcedbins_filename refit_decay_rate cegb_tradeoff cegb_penalty_split cegb_penalty_feature_lazy cegb_penalty_feature_coupled max_bin max_bin_by_feature min_data_in_bin max_conflict_rate sparse_threshold use_missing zero_as_missing num_iteration_predict pred_early_stop pred_early_stop_freq pred_early_stop_margin convert_model_language scale_pos_weight sigmoid boost_from_average reg_sqrt alpha fair_c poisson_max_delta_step tweedie_variance_power max_position lambdamart_norm label_gain multi_error_top_k time_out gpu_platform_id gpu_device_id gpu_use_dp D:\a\1\s\src\io\config_auto.cpp Check failed: num_iterations >=0 at %s, line %d .
- Check failed: learning_rate >0.0 at %s, line %d .
- Check failed: num_leaves >1 at %s, line %d .
- Check failed: num_leaves <=131072 at %s, line %d .
- Check failed: min_data_in_leaf >=0 at %s, line %d .
- Check failed: min_sum_hessian_in_leaf >=0.0 at %s, line %d .
- Check failed: bagging_fraction >0.0 at %s, line %d .
- Check failed: bagging_fraction <=1.0 at %s, line %d .
- Check failed: pos_bagging_fraction >0.0 at %s, line %d .
- Check failed: pos_bagging_fraction <=1.0 at %s, line %d .
- Check failed: neg_bagging_fraction >0.0 at %s, line %d .
- Check failed: neg_bagging_fraction <=1.0 at %s, line %d .
- Check failed: feature_fraction >0.0 at %s, line %d .
- Check failed: feature_fraction <=1.0 at %s, line %d .
- Check failed: feature_fraction_bynode >0.0 at %s, line %d .
- Check failed: feature_fraction_bynode <=1.0 at %s, line %d .
- Check failed: lambda_l1 >=0.0 at %s, line %d .
- Check failed: lambda_l2 >=0.0 at %s, line %d .
- Check failed: min_gain_to_split >=0.0 at %s, line %d .
- Check failed: drop_rate >=0.0 at %s, line %d .
- Check failed: drop_rate <=1.0 at %s, line %d .
- Check failed: skip_drop >=0.0 at %s, line %d .
- Check failed: skip_drop <=1.0 at %s, line %d .
- Check failed: top_rate >=0.0 at %s, line %d .
- Check failed: top_rate <=1.0 at %s, line %d .
- Check failed: other_rate >=0.0 at %s, line %d .
- Check failed: other_rate <=1.0 at %s, line %d .
- Check failed: min_data_per_group >0 at %s, line %d .
- Check failed: max_cat_threshold >0 at %s, line %d .
- Check failed: cat_l2 >=0.0 at %s, line %d .
- Check failed: cat_smooth >=0.0 at %s, line %d .
- Check failed: max_cat_to_onehot >0 at %s, line %d .
- Check failed: top_k >0 at %s, line %d .
- Check failed: refit_decay_rate >=0.0 at %s, line %d .
- Check failed: refit_decay_rate <=1.0 at %s, line %d .
- Check failed: cegb_tradeoff >=0.0 at %s, line %d .
- Check failed: cegb_penalty_split >=0.0 at %s, line %d .
- Check failed: max_bin >1 at %s, line %d .
- Check failed: min_data_in_bin >0 at %s, line %d .
- Check failed: bin_construct_sample_cnt >0 at %s, line %d .
- Check failed: max_conflict_rate >=0.0 at %s, line %d .
- Check failed: max_conflict_rate <1.0 at %s, line %d .
- Check failed: sparse_threshold >0.0 at %s, line %d .
- Check failed: sparse_threshold <=1.0 at %s, line %d .
- Check failed: num_class >0 at %s, line %d .
- Check failed: scale_pos_weight >0.0 at %s, line %d .
- Check failed: sigmoid >0.0 at %s, line %d .
- Check failed: alpha >0.0 at %s, line %d .
- Check failed: fair_c >0.0 at %s, line %d .
- Check failed: poisson_max_delta_step >0.0 at %s, line %d .
- Check failed: tweedie_variance_power >=1.0 at %s, line %d .
- Check failed: tweedie_variance_power <2.0 at %s, line %d .
- Check failed: max_position >0 at %s, line %d .
- Check failed: metric_freq >0 at %s, line %d .
- Check failed: multi_error_top_k >0 at %s, line %d .
- Check failed: num_machines >0 at %s, line %d .
- Check failed: local_listen_port >0 at %s, line %d .
- Check failed: time_out >0 at %s, line %d .
- [data: [valid: [num_iterations: [learning_rate: [num_leaves: [num_threads: [max_depth: [min_data_in_leaf: [min_sum_hessian_in_leaf: [bagging_fraction: [pos_bagging_fraction: [neg_bagging_fraction: [bagging_freq: [bagging_seed: [feature_fraction: [feature_fraction_bynode: [feature_fraction_seed: [early_stopping_round: [first_metric_only: [max_delta_step: [lambda_l1: [lambda_l2: [min_gain_to_split: [drop_rate: [max_drop: [skip_drop: [xgboost_dart_mode: [uniform_drop: [drop_seed: [top_rate: [other_rate: [min_data_per_group: [max_cat_threshold: [cat_l2: [cat_smooth: [max_cat_to_onehot: [top_k: [monotone_constraints: [feature_contri: [forcedsplits_filename: [forcedbins_filename: [refit_decay_rate: [cegb_tradeoff: [cegb_penalty_split: [cegb_penalty_feature_lazy: [cegb_penalty_feature_coupled: [verbosity: [max_bin: [max_bin_by_feature: [min_data_in_bin: [bin_construct_sample_cnt: [histogram_pool_size: [data_random_seed: [output_model: [snapshot_freq: [input_model: [output_result: [initscore_filename: [valid_data_initscores: [pre_partition: [enable_bundle: [max_conflict_rate: [is_enable_sparse: [sparse_threshold: [use_missing: [zero_as_missing: [two_round: [save_binary: [header: [label_column: [weight_column: [group_column: [ignore_column: [categorical_feature: [predict_raw_score: [predict_leaf_index: [predict_contrib: [num_iteration_predict: [pred_early_stop: [pred_early_stop_freq: [pred_early_stop_margin: [convert_model_language: [convert_model: [num_class: [is_unbalance: [scale_pos_weight: [sigmoid: [boost_from_average: [reg_sqrt: [alpha: [fair_c: [poisson_max_delta_step: [tweedie_variance_power: [max_position: [lambdamart_norm: [label_gain: [metric_freq: [is_provide_training_metric: [eval_at: [multi_error_top_k: [num_machines: [local_listen_port: [time_out: [machine_list_filename: [machines: [gpu_platform_id: [gpu_device_id: [gpu_use_dp: D:\a\1\s\include\LightGBM/feature_group.h Check failed: static_cast<int>(bin_mappers->size()) == num_feature at %s, line %d .
- ______LightGBM_Binary_File_Token______
- noname D:\a\1\s\src\io\dataset.cpp Check failed: num_data > 0 at %s, line %d .
- Check failed: num_total_features_ == static_cast<int>(bin_mappers->size()) at %s, line %d .
- There are no meaningful features, as all feature values are constant. Check failed: static_cast<size_t>(num_total_features_) == io_config.monotone_constraints.size() at %s, line %d .
- Check failed: static_cast<size_t>(num_total_features_) == io_config.feature_contri.size() at %s, line %d .
- Check failed: static_cast<size_t>(num_total_features_) == io_config.max_bin_by_feature.size() at %s, line %d .
- Check failed: *(std::min_element(io_config.max_bin_by_feature.begin(), io_config.max_bin_by_feature.end())) > 1 at %s, line %d .
- Cannot change max_bin after constructed Dataset handle. Cannot change max_bin_by_feature after constructed Dataset handle. Cannot change bin_construct_sample_cnt after constructed Dataset handle. Cannot change min_data_in_bin after constructed Dataset handle. Cannot change use_missing after constructed Dataset handle. Cannot change zero_as_missing after constructed Dataset handle. Cannot change sparse_threshold after constructed Dataset handle. Cannot change forced bins after constructed Dataset handle. Check failed: num_used_indices == num_data_ at %s, line %d .
- target weights Bianry file %s already exists .bin File %s exists, cannot save binary to it Cannot write binary data to %s Saving data to binary file %s wt num_features: %d
+ Check failed: (train_data->metadata().init_score()) == (nullptr) at %s, line %d .
+ Check failed: (num_tree_per_iteration_) == (num_class_) at %s, line %d .
+ RF mode do not support custom objective function, please use built-in objectives. Check failed: (gradients) == (nullptr) at %s, line %d .
+ Check failed: (hessians) == (nullptr) at %s, line %d .
+ Time for loading model: %f seconds dart goss rf Unknown boosting type %s Unknown model format or submodel type in model file %s P; P; ; 0> 0; 0; ; > 8 8 < ? " " 8 X 0 "
+ 0 " i " 0 " h " " " 0 H " ħ ا @ " ( P H " h " p " ( " \ h X " " " @ H " 0 " ` " H " i @ " ( " 8 " Ȱ X " i P x ( " i ȱ H " i @ h P " i H " i 4 ` 0 " i г " i 8 8 " i " i " \ h " " $m L " 8 Ѓ bad cast regression_l1 mape : D:\a\1\s\include\LightGBM/tree.h Check failed: (max_depth_) >= (0) at %s, line %d .
+ Number of class for initial score error 8 pp ` / t @ P P @
` ` ` `, ` @ H C ` 0 P p p p 4
, І x y o @ P ` o D:\a\1\s\src\boosting\gbdt.cpp train_data Can't be NULL at %s, line %d .
+ Check failed: (static_cast<size_t>(train_data_->num_total_features())) == (config->monotone_constraints.size()) at %s, line %d .
+ Check failed: (static_cast<size_t>(train_data_->num_total_features())) == (config->feature_contri.size()) at %s, line %d .
+ Cannot add validation data, since it has different bin mappers with training data GBDT::Boosting No object function provided GBDT::Bagging Re-bagging, using %d data to train GBDT::Train %f seconds elapsed, finished iteration %d .snapshot_iter_ Check failed: (tree_leaf_prediction.size()) > (0) at %s, line %d .
+ Check failed: (static_cast<size_t>(num_data_)) == (tree_leaf_prediction.size()) at %s, line %d .
+ Check failed: (static_cast<size_t>(models_.size())) == (tree_leaf_prediction[0].size()) at %s, line %d .
+ Check failed: (leaf_pred[i]) < (models_[model_index]->num_leaves()) at %s, line %d .
+ GBDT::BoostFromAverage Start training from score %lf quantile Disabling boost_from_average in %s may cause the slow convergence GBDT::TrainOneIter Stopped training because there are no more leaves that meet the split requirements Early stopping at iteration %d, the best iteration round is %d Output of best iteration round:
+%s GBDT::UpdateScore : , training Iteration: , valid_ Cannot reset training data, since new training data has different bin mappers Check failed: (num_tree_per_iteration_) == (objective_function_->NumModelPerIteration()) at %s, line %d .
+ Use subset for bagging vector<bool> too long ` P P 0 0 0 ? ? v3 " L ` " i " ȸ " ( " 0 " " H P 0 " 8 x 0 " i " H & 0 " i T " Խ * " @ " P " P " ( " 7 " ( " 8 0 " i H " " 8 @ 0 " ( " i 0 " < P ( " i 0 "
+ " i " i @ h " i x " d " d X false true na nan null inf infinity Unknown token %s in data file regression_l2 mean_squared_error mse l2 l2_root root_mean_squared_error rmse mean_absolute_error l1 mae softmax multiclassova multiclass_ova ova ovr xentropy cross_entropy xentlambda cross_entropy_lambda mean_absolute_percentage_error rank_xendcg xendcg xe_ndcg xe_ndcg_mart xendcg_mart custom { ", "name":" "version":" , "num_class": "num_tree_per_iteration": "label_index": "max_feature_idx": ",
+ "objective":" ,
+ "average_output": "], "," "feature_names":[" ], "monotone_constraints":[ "feature_infos": {"min_value": "max_value": "values":[]} ]} "values":[ ": " }, "tree_info":[ "tree_index": } "feature_importances": #include "gbdt.h" #include <LightGBM/utils/common.h> #include <LightGBM/objective_function.h> #include <LightGBM/metric.h> #include <LightGBM/prediction_early_stop.h> #include <ctime> #include <sstream> #include <chrono> #include <string> #include <vector> #include <utility> namespace LightGBM { double (*PredictTreePtr[])(const double*) = { , PredictTree }; int early_stop_round_counter = 0; std::memset(output, 0, sizeof(double) * num_tree_per_iteration_); for (int i = 0; i < num_iteration_for_pred_; ++i) { for (int k = 0; k < num_tree_per_iteration_; ++k) { output[k] += (*PredictTreePtr[i * num_tree_per_iteration_ + k])(features); ++early_stop_round_counter; if (early_stop->round_period == early_stop_round_counter) { if (early_stop->callback_function(output, num_tree_per_iteration_)) return; early_stop_round_counter = 0; void GBDT::PredictRaw(const double* features, double *output, const PredictionEarlyStopInstance* early_stop) const { double (*PredictTreeByMapPtr[])(const std::unordered_map<int, double>&) = { ByMap output[k] += (*PredictTreeByMapPtr[i * num_tree_per_iteration_ + k])(features); void GBDT::PredictRawByMap(const std::unordered_map<int, double>& features, double* output, const PredictionEarlyStopInstance* early_stop) const { void GBDT::Predict(const double* features, double *output, const PredictionEarlyStopInstance* early_stop) const { PredictRaw(features, output, early_stop); if (average_output_) { output[k] /= num_iteration_for_pred_; if (objective_function_ != nullptr) { objective_function_->ConvertOutput(output, output); void GBDT::PredictByMap(const std::unordered_map<int, double>& features, double* output, const PredictionEarlyStopInstance* early_stop) const { PredictRawByMap(features, output, early_stop); double (*PredictTreeLeafPtr[])(const double*) = { Leaf void GBDT::PredictLeafIndex(const double* features, double *output) const { int total_tree = num_iteration_for_pred_ * num_tree_per_iteration_; for (int i = 0; i < total_tree; ++i) { output[i] = (*PredictTreeLeafPtr[i])(features); double (*PredictTreeLeafByMapPtr[])(const std::unordered_map<int, double>&) = { LeafByMap void GBDT::PredictLeafIndexByMap(const std::unordered_map<int, double>& features, double* output) const { output[i] = (*PredictTreeLeafByMapPtr[i])(features); } // namespace LightGBM ` $ #define USE_HARD_CODE 0 #ifndef USE_HARD_CODE #else #endif version= num_class= num_tree_per_iteration= label_index= max_feature_idx= objective= average_output feature_names= monotone_constraints= feature_infos= Tree= tree_sizes= end of trees feature_importances: =
+parameters: end of parameters feature_names monotone_constraints Wrong line at model file: %s num_class Model file doesn't specify the number of classes num_tree_per_iteration label_index Model file doesn't specify the label index max_feature_idx Model file doesn't specify max_feature_idx Wrong size of feature_names Model file doesn't contain feature_names Wrong size of monotone_constraints feature_infos Wrong size of feature_infos Model file doesn't contain feature_infos objective tree_sizes Model format error, expect a tree here. met %s parameters: Unknown importance type: only support split=0 and gain=1 H p p $@ חAd~QJu <7~u <7 " 0 ( " p ( Multiclass early stopping needs predictions to be of length two or larger Binary early stopping needs predictions to be of length one Unknown early stopping type: %s
` P p 8 " d " " d "
( " i " P " i x " 4 H " p " L " ( @ " x " i < h " i " i ( " i ` " " l " 8 " 0 P " p X " P " " " H " i t " X " i " X ` " " @p d " X " 8 " X " " ( " " 0 " , @ " ` " " 0 " , 8 " X " " 0 " , " H " 8 " T ` " @ " 0 " i \ " i ( P " i " " 8 " T " @ @ " ` " " 8 " T " @ " " " H P 8 " T " @ " " P " H 8 " T " 0 @ " P " " H 8 " T " h @ " " " 8 " T P " @ " " i H " " 8 " T " h @ " " " 8 " T " @ " " h " , 8 p " ` h " 0 h " , h p " h " h " , p " h " h " ( h " P h " @ h " x h " h " h h " h " h " l x h " l h " l h " l h " l h " l h " l H h " l h " l h " i ( " i p ( " i ( " i " i
0
" i l
" i
" i 0 X 0 " i " i ( 0 " i h " i " i 4 ` " i " i ( " i d " i " i , X " i " i 8 " i x "
+ 0 "
+ @ 8 "
+ p 8 "
+ 8 " i t " i \ " ( " i ` D:\a\1\s\src\io\bin.cpp Check failed: (max_bin) > (0) at %s, line %d .
+ Check failed: (bin_upper_bound.size()) <= (static_cast<size_t>(max_bin)) at %s, line %d .
+ Check failed: (num_bin_) <= (max_bin) at %s, line %d .
+ Met negative value in categorical features, will convert it to NaN Met categorical feature which contains sparse values. Consider renumbering to consecutive integers started from zero y P= PH П @ p 0 ` ( @y = pI П @ P Ы @ P( 0 p Py p 0> 0 J @ p ` а P( 0 `y > P J @ @ 0 P P( 0 py ? p @K @ @3 о y ? Н N @ p P5 p p 0z @ @ P @ @ @ p `7 P @ 0 P z p p @ P(
X @ 0 P z ` @ P p P(
0 0 @ 0 P 0{ P 0 P(
X @ 0 ` { @ 0 @ 0 `( 0 @ 0 ` } ` ) й X @ 0 ` ~ 0 * p p @ 0 ` ` ` @ @ p + X P @ 0 ` Г - 0 @ 0 ` @ P. P X @ 0 ` ` P 0 0 P / @ 0 ` p 0 X Я @ 0 ` @ @ К 2 0 X ; P X ; X p: P MultiValSparseBin::MergeData X p9 P( X 9 P( X : P( X @: @ P( d:\a\1\s\src\io\multi_val_sparse_bin.hpp Check failed: (num_data_) == (num_used_indices) at %s, line %d .
+ d:\a\1\s\src\io\multi_val_dense_bin.hpp p}? ?ffffff?? @ " h, " , " , , ( " ,-
+ `- 0 " - . X " `. . x " . / H " @p T/ / " /
0 @ " 0 0 " 0 1 " i $1 P1 " 1 0 2 0 " X4
+ 4 0 " 4 5 " t5 5 0 " 5 5 0 " H6
6 8 " 7 7 0 " 7
7 0 " 88 X8 ( " 8 8 ( " 8 @9 " i 9 9 8 " : p: " i : ; '" Parameter %s should be of type int, got "%s" binary_logloss ndcg lambdarank map mean_average_precision multi_logloss kldiv kullback_leibler auc_mu Unknown parameter %s
+
boosting gbrt random_forest metric task train training predict prediction test convert_model refit refit_tree Unknown task type %s device_type gpu Unknown device type %s tree_learner feature feature_parallel data data_parallel voting voting_parallel Unknown tree learner type %s auc_mu_weights must have %d elements, but found %d AUC-mu matrix must have zeros on diagonal. Overwriting value in position %d of auc_mu_weights with 0. AUC-mu matrix must have non-zero values for non-diagonal entries. Found zero value in position %d of auc_mu_weights. seed Number of classes should be specified and greater than 1 for multiclass training Number of classes must be 1 for non-multiclass training multi_error Multiclass objective and metrics don't match Histogram LRU queue was enabled (histogram_pool_size=%f).
+Will disable this to reduce communication costs Don't support forcedsplits in %s tree learner Accuracy may be bad since you didn't set num_leaves and 2^max_depth > num_leaves min_data_in_leaf has been increased to 2 because this is required when path smoothing is active. intermediate Cannot use "intermediate" monotone constraints in parallel learning, auto set to "basic" method. Cannot use "intermediate" monotone constraints with feature fraction different from 1, auto set monotone constraints to "basic" method. Monotone penalty greater than tree depth. Monotone features won't be used. ]
+ [boosting: [objective: [metric: [tree_learner: [device_type: " p; ; @ " ; @B 0 " H L @ "w Q T " \ ] P " ] ^ " H^ X^ " ^ ^ " _ (_ ( " `_ p_ ( " 8 _ 0 " _ P` " ` ` invalid stod argument stod argument out of range Parameter %s should be of type double, got "%s" - + Parameter %s should be "true"/"+" or "false"/"-", got "%s" config_file task_type objective_type app application boosting_type boost train_data train_data_file data_filename valid valid_data valid_data_file test_data test_data_file valid_filenames num_iterations num_iteration n_iter num_tree num_trees num_round num_rounds num_boost_round n_estimators learning_rate shrinkage_rate eta num_leaves num_leaf max_leaves max_leaf tree_type tree_learner_type num_threads num_thread nthread nthreads n_jobs device random_seed random_state histogram_pool_size hist_pool_size min_data_in_leaf min_data_per_leaf min_data min_child_samples min_sum_hessian_in_leaf min_sum_hessian_per_leaf min_sum_hessian min_hessian min_child_weight bagging_fraction sub_row subsample bagging pos_bagging_fraction pos_sub_row pos_subsample pos_bagging neg_bagging_fraction neg_sub_row neg_subsample neg_bagging bagging_freq subsample_freq bagging_seed bagging_fraction_seed feature_fraction sub_feature colsample_bytree feature_fraction_bynode sub_feature_bynode colsample_bynode early_stopping_round early_stopping_rounds early_stopping n_iter_no_change max_delta_step max_tree_output max_leaf_output lambda_l1 reg_alpha lambda_l2 reg_lambda lambda min_gain_to_split min_split_gain drop_rate rate_drop top_k topk mc monotone_constraint monotone_constraints_method monotone_constraining_method mc_method monotone_penalty monotone_splits_penalty ms_penalty mc_penalty feature_contri feature_contrib fc fp feature_penalty forcedsplits_filename fs forced_splits_filename forced_splits_file forced_splits verbosity verbose input_model model_input model_in output_model model_output model_out snapshot_freq save_period bin_construct_sample_cnt subsample_for_bin data_random_seed data_seed is_enable_sparse is_sparse enable_sparse sparse enable_bundle is_enable_bundle bundle pre_partition is_pre_partition two_round two_round_loading use_two_round_loading header has_header label_column label weight_column weight group_column group group_id query_column query query_id ignore_column ignore_feature blacklist categorical_feature cat_feature categorical_column cat_column save_binary is_save_binary is_save_binary_file predict_raw_score is_predict_raw_score predict_rawscore raw_score predict_leaf_index is_predict_leaf_index leaf_index predict_contrib is_predict_contrib contrib output_result predict_result prediction_result predict_name prediction_name pred_name name_pred convert_model_file num_classes is_unbalance unbalance unbalanced_sets metrics metric_types metric_freq output_freq is_provide_training_metric training_metric is_training_metric train_metric eval_at ndcg_eval_at ndcg_at map_eval_at map_at num_machines num_machine local_listen_port local_port port machine_list_filename machine_list_file machine_list mlist machines workers nodes force_col_wise force_row_wise max_depth feature_fraction_seed extra_trees extra_seed first_metric_only max_drop skip_drop xgboost_dart_mode uniform_drop drop_seed top_rate other_rate min_data_per_group max_cat_threshold cat_l2 cat_smooth max_cat_to_onehot refit_decay_rate cegb_tradeoff cegb_penalty_split cegb_penalty_feature_lazy cegb_penalty_feature_coupled path_smooth interaction_constraints saved_feature_importance_type max_bin max_bin_by_feature min_data_in_bin use_missing zero_as_missing feature_pre_filter forcedbins_filename start_iteration_predict num_iteration_predict predict_disable_shape_check pred_early_stop pred_early_stop_freq pred_early_stop_margin convert_model_language objective_seed scale_pos_weight sigmoid boost_from_average reg_sqrt alpha fair_c poisson_max_delta_step tweedie_variance_power lambdarank_truncation_level lambdarank_norm label_gain multi_error_top_k auc_mu_weights time_out gpu_platform_id gpu_device_id gpu_use_dp D:\a\1\s\src\io\config_auto.cpp Check failed: (num_iterations) >= (0) at %s, line %d .
+ Check failed: (learning_rate) > (0.0) at %s, line %d .
+ Check failed: (num_leaves) > (1) at %s, line %d .
+ Check failed: (num_leaves) <= (131072) at %s, line %d .
+ Check failed: (min_data_in_leaf) >= (0) at %s, line %d .
+ Check failed: (min_sum_hessian_in_leaf) >= (0.0) at %s, line %d .
+ Check failed: (bagging_fraction) > (0.0) at %s, line %d .
+ Check failed: (bagging_fraction) <= (1.0) at %s, line %d .
+ Check failed: (pos_bagging_fraction) > (0.0) at %s, line %d .
+ Check failed: (pos_bagging_fraction) <= (1.0) at %s, line %d .
+ Check failed: (neg_bagging_fraction) > (0.0) at %s, line %d .
+ Check failed: (neg_bagging_fraction) <= (1.0) at %s, line %d .
+ Check failed: (feature_fraction) > (0.0) at %s, line %d .
+ Check failed: (feature_fraction) <= (1.0) at %s, line %d .
+ Check failed: (feature_fraction_bynode) > (0.0) at %s, line %d .
+ Check failed: (feature_fraction_bynode) <= (1.0) at %s, line %d .
+ Check failed: (lambda_l1) >= (0.0) at %s, line %d .
+ Check failed: (lambda_l2) >= (0.0) at %s, line %d .
+ Check failed: (min_gain_to_split) >= (0.0) at %s, line %d .
+ Check failed: (drop_rate) >= (0.0) at %s, line %d .
+ Check failed: (drop_rate) <= (1.0) at %s, line %d .
+ Check failed: (skip_drop) >= (0.0) at %s, line %d .
+ Check failed: (skip_drop) <= (1.0) at %s, line %d .
+ Check failed: (top_rate) >= (0.0) at %s, line %d .
+ Check failed: (top_rate) <= (1.0) at %s, line %d .
+ Check failed: (other_rate) >= (0.0) at %s, line %d .
+ Check failed: (other_rate) <= (1.0) at %s, line %d .
+ Check failed: (min_data_per_group) > (0) at %s, line %d .
+ Check failed: (max_cat_threshold) > (0) at %s, line %d .
+ Check failed: (cat_l2) >= (0.0) at %s, line %d .
+ Check failed: (cat_smooth) >= (0.0) at %s, line %d .
+ Check failed: (max_cat_to_onehot) > (0) at %s, line %d .
+ Check failed: (top_k) > (0) at %s, line %d .
+ Check failed: (monotone_penalty) >= (0.0) at %s, line %d .
+ Check failed: (refit_decay_rate) >= (0.0) at %s, line %d .
+ Check failed: (refit_decay_rate) <= (1.0) at %s, line %d .
+ Check failed: (cegb_tradeoff) >= (0.0) at %s, line %d .
+ Check failed: (cegb_penalty_split) >= (0.0) at %s, line %d .
+ Check failed: (path_smooth) >= (0.0) at %s, line %d .
+ Check failed: (max_bin) > (1) at %s, line %d .
+ Check failed: (min_data_in_bin) > (0) at %s, line %d .
+ Check failed: (bin_construct_sample_cnt) > (0) at %s, line %d .
+ Check failed: (num_class) > (0) at %s, line %d .
+ Check failed: (scale_pos_weight) > (0.0) at %s, line %d .
+ Check failed: (sigmoid) > (0.0) at %s, line %d .
+ Check failed: (alpha) > (0.0) at %s, line %d .
+ Check failed: (fair_c) > (0.0) at %s, line %d .
+ Check failed: (poisson_max_delta_step) > (0.0) at %s, line %d .
+ Check failed: (tweedie_variance_power) >= (1.0) at %s, line %d .
+ Check failed: (tweedie_variance_power) < (2.0) at %s, line %d .
+ Check failed: (lambdarank_truncation_level) > (0) at %s, line %d .
+ Check failed: (metric_freq) > (0) at %s, line %d .
+ Check failed: (multi_error_top_k) > (0) at %s, line %d .
+ Check failed: (num_machines) > (0) at %s, line %d .
+ Check failed: (local_listen_port) > (0) at %s, line %d .
+ Check failed: (time_out) > (0) at %s, line %d .
+ [data: [valid: [num_iterations: [learning_rate: [num_leaves: [num_threads: [force_col_wise: [force_row_wise: [histogram_pool_size: [max_depth: [min_data_in_leaf: [min_sum_hessian_in_leaf: [bagging_fraction: [pos_bagging_fraction: [neg_bagging_fraction: [bagging_freq: [bagging_seed: [feature_fraction: [feature_fraction_bynode: [feature_fraction_seed: [extra_trees: [extra_seed: [early_stopping_round: [first_metric_only: [max_delta_step: [lambda_l1: [lambda_l2: [min_gain_to_split: [drop_rate: [max_drop: [skip_drop: [xgboost_dart_mode: [uniform_drop: [drop_seed: [top_rate: [other_rate: [min_data_per_group: [max_cat_threshold: [cat_l2: [cat_smooth: [max_cat_to_onehot: [top_k: [monotone_constraints: [monotone_constraints_method: [monotone_penalty: [feature_contri: [forcedsplits_filename: [refit_decay_rate: [cegb_tradeoff: [cegb_penalty_split: [cegb_penalty_feature_lazy: [cegb_penalty_feature_coupled: [path_smooth: [interaction_constraints: [verbosity: [saved_feature_importance_type: [max_bin: [max_bin_by_feature: [min_data_in_bin: [bin_construct_sample_cnt: [data_random_seed: [is_enable_sparse: [enable_bundle: [use_missing: [zero_as_missing: [feature_pre_filter: [pre_partition: [two_round: [header: [label_column: [weight_column: [group_column: [ignore_column: [categorical_feature: [forcedbins_filename: [objective_seed: [num_class: [is_unbalance: [scale_pos_weight: [sigmoid: [boost_from_average: [reg_sqrt: [alpha: [fair_c: [poisson_max_delta_step: [tweedie_variance_power: [lambdarank_truncation_level: [lambdarank_norm: [label_gain: [eval_at: [multi_error_top_k: [auc_mu_weights: [num_machines: [local_listen_port: [time_out: [machine_list_filename: [machines: [gpu_platform_id: [gpu_device_id: [gpu_use_dp: ______LightGBM_Binary_File_Token______
+ " (a " i Pa xa " i a a " i b @b " b b 8 " i b c " i 0c Xc " i c " c
+ c P " i d e " i e e 0 " i f Hf 8 " i f f " f hg " g h " Ph h @ " c
+ `i P " i j h " j j " k @k " k k x " ll l @ " l l ( " ,m @m @ " m m @ " n 0 " Hn Xn H " n n P " @o Ho H " o o 0 " p
+ Pp 0 " p p " q q ( " i ,r Xr " r s " s t " r t " s Pu " u u ( " v v X " i v w ( " Hw Pw " i |w w 8 " x `x " i y 0y " xy y 0 " i y y 0 " z @z ( " z z " i z z " i |{ { " D
+ | x " z | " i | | 0 " i } H} 0 " } " X } " i `~ ~ 0 " i ~ ~ 0 " i 0 X 8 " i " i d 0 " ܀ " ܀ " ܀ 0 " i P x 8 " Ԅ " , 8 " \ h " i ȅ " i ؆ H " i 0 p 8 " i ȇ 8 " i ` 8 " i 8 X " i Љ X " i ( h X " i X x " i 8 " i H 8 " i 0 D:\a\1\s\include\LightGBM/feature_group.h Check failed: (static_cast<int>(bin_mappers->size())) == (num_feature) at %s, line %d .
+ Check failed: (static_cast<int>(bin_mappers->size())) == (1) at %s, line %d .
+ noname D:\a\1\s\src\io\dataset.cpp Check failed: (num_data) > (0) at %s, line %d .
+ Dataset::FastFeatureBundling Check failed: (num_total_features_) == (static_cast<int>(bin_mappers->size())) at %s, line %d .
+ There are no meaningful features, as all feature values are constant. Check failed: (static_cast<size_t>(num_total_features_)) == (io_config.max_bin_by_feature.size()) at %s, line %d .
+ Check failed: (*(std::min_element(io_config.max_bin_by_feature.begin(), io_config.max_bin_by_feature.end()))) > (1) at %s, line %d .
+ Dataset::PushDataToMultiValBin Dataset::GetMultiBinFromSparseFeatures Bug. There should be only one multi-val group. Dataset::GetMultiBinFromSparseFeatures: sparse rate %f Dataset::GetMultiBinFromAllFeatures Dataset::GetMultiBinFromAllFeatures: sparse rate %f Dataset::TestMultiThreadingMethod Cannot set both `force_col_wise` and `force_row_wise` to `true` at the same time init for col-wise cost %f seconds, init for row-wise cost %f seconds col-wise cost %f seconds, row-wise cost %f seconds Auto-choosing col-wise multi-threading, the overhead of testing was %f seconds.
+You can set `force_col_wise=true` to remove the overhead. Auto-choosing row-wise multi-threading, the overhead of testing was %f seconds.
+You can set `force_row_wise=true` to remove the overhead.
+And if memory is not enough, you can set `force_col_wise=true`. Using Sparse Multi-Val Bin Using Dense Multi-Val Bin Check failed: (num_used_indices) == (num_data_) at %s, line %d .
+ target weights init_score Bianry file %s already exists .bin File %s exists, cannot save binary to it Cannot write binary data to %s Saving data to binary file %s wt num_features: %d
num_total_features: %d
num_groups: %d
num_data: %d
feature_names: %s,
-monotone_constraints: %d,
-feature_penalty: %lf,
-max_bin_by_feature:
+max_bin_by_feature: %d,
forced_bins:
-feature %d: NA, Cannot add features from other Dataset with a different number of rows invalid vector<T> subscript 0 0 p ! p p ` P p p 0 @ 8" " ` ` P 0 0 P p p 0 ` @ X p name: Using column %s as label Could not find label column %s in data file
+feature %d: %lf, NA, Dataset::InitTrain Cannot add features from other Dataset with a different number of rows Dataset::dense_bin_histogram Dataset::ConstructHistogramsMultiVal Dataset::sparse_bin_histogram Dataset::sparse_bin_histogram_merge Dataset::sparse_bin_histogram_move ( ` 0 p map/set<T> too long ?333333? " d ( " i Ȏ " 8 P " " @ " p " , " " Е P " 8 0 З " t " ( " @ h " . " P " H " P h " 4 " i 8 ` " h " ` " ( p " p 8 " i " 4
+ p h " i " У " i l " ,
p " ` x " Ц 0 p " Ц p " Ц X p " 8
+ " 0 p Size of feature_names error, should equal with total number of features Do not support special JSON characters in feature name. Find whitespaces in feature_names, replace with underlines name: Using column %s as label Could not find label column %s in data file
or data file doesn't contain header label_column is not a number,
if you want to use a column name,
please add the prefix "name:" to the column name Using column number %d as label Could not find ignore column %s in data file ignore_column is not a number,
if you want to use a column name,
please add the prefix "name:" to the column name Using column %s as weight Could not find weight column %s in data file weight_column is not a number,
@@ -2468,2417 +2640,3247 @@
please add the prefix "name:" to the column name Using column number %d as weight Using column %s as group/query id Could not find group/query column %s in data file group_column is not a number,
if you want to use a column name,
please add the prefix "name:" to the column name Using column number %d as group/query id Could not find categorical_feature %s in data file categorical_feature is not a number,
if you want to use a column name,
please add the prefix "name:" to the column name Using a query id without pre-partitioning the data file is not supported for parallel training.
-Please use an additional query file or pre-partition the data Could not recognize data format of %s Could not read binary data from %s Binary file error: token has the wrong size Input file is not LightGBM binary file Binary file error: header has the wrong size Binary file error: header is incorrect D:\a\1\s\src\io\dataset_loader.cpp Check failed: static_cast<size_t>(dataset->num_total_features_) == config_.monotone_constraints.size() at %s, line %d .
- Check failed: static_cast<size_t>(dataset->num_total_features_) == config_.feature_contri.size() at %s, line %d .
- Check failed: static_cast<size_t>(dataset->num_total_features_) == config_.max_bin_by_feature.size() at %s, line %d .
- Check failed: *(std::min_element(config_.max_bin_by_feature.begin(), config_.max_bin_by_feature.end())) > 1 at %s, line %d .
- Binary file error: meta data has the wrong size Binary file error: meta data is incorrect Current query exceeds the range of the query file,
-please ensure the query file is correct Binary file error: feature %d has the wrong size Binary file error: feature %d is incorrect, read count: %d Column_ Check failed: static_cast<size_t>(num_col) == config_.max_bin_by_feature.size() at %s, line %d .
- The output cannot be monotone with respect to categorical features Data file %s is empty Size of feature name error, should be %d, got %d Features in dataset should be ordered by group Query id exceeds the range of the query file, please ensure the query file is correct Check failed: dataset->num_total_features_ == static_cast<int>(feature_names_.size()) at %s, line %d .
- Check failed: label_idx_ >= 0 && label_idx_ <= dataset->num_total_features_ at %s, line %d .
+Please use an additional query file or pre-partition the data Could not recognize data format of %s Making second pass... Could not read binary data from %s Binary file error: token has the wrong size Input file is not LightGBM binary file Binary file error: header has the wrong size Binary file error: header is incorrect D:\a\1\s\src\io\dataset_loader.cpp Check failed: (static_cast<size_t>(dataset->num_total_features_)) == (config_.max_bin_by_feature.size()) at %s, line %d .
+ Check failed: (*(std::min_element(config_.max_bin_by_feature.begin(), config_.max_bin_by_feature.end()))) > (1) at %s, line %d .
+ Binary file error: meta data has the wrong size Binary file error: meta data is incorrect Current query exceeds the range of the query file,
+please ensure the query file is correct Binary file error: feature %d has the wrong size Binary file error: feature %d is incorrect, read count: %d Column_ Check failed: (static_cast<size_t>(num_col)) == (config_.max_bin_by_feature.size()) at %s, line %d .
+ The output cannot be monotone with respect to categorical features Data file %s is empty Size of feature name error, should be %d, got %d Features in dataset should be ordered by group Query id exceeds the range of the query file, please ensure the query file is correct Check failed: (dataset->num_total_features_) == (static_cast<int>(feature_names_.size())) at %s, line %d .
+ Check failed: label_idx_ >= 0 && label_idx_ <= dataset->num_total_features_ at %s, line %d .
Check failed: weight_idx_ < 0 || weight_idx_ < dataset->num_total_features_ at %s, line %d .
Check failed: group_idx_ < 0 || group_idx_ < dataset->num_total_features_ at %s, line %d .
Cannot open data file %s Could not open %s. Will ignore. Check failed: forced_bins_json.is_array() at %s, line %d .
- Check failed: feature_num < num_total_features at %s, line %d .
- Feature %d is categorical. Will ignore forced bins for this feature. bin_upper_bound hdfs:// rb wb HDFS support is not enabled X% p $ x 0 % q q $ 0 q q : %d %.17g \" \\ \f \b \r \n \u%04x \t \u2029 \u2028 '%c' (%d) [ Unexpected end of input after start of comment (%d) Malformed comment Unexpected end of input inside multi-line comment Unexpected end of input in string Unexpected end of input Unescaped in string Invalid escape character Bad \u escape: in number Leading 0s not permitted in numbers At least one digit required in fractional part Invalid , got At least one digit required in exponent Exceeded maximum nesting depth Parse error: expected Expected ':' in object, got Expected '"' in object, got Expected ',' in list, got Expected ',' in object, got Unexpected trailing Expected value, got 8+ f f e c / 0 0 `0 1 @0 * , ph ) * g ) 0 0 0 `0 `0 @0 ) ) 0g f f f / 0 0 0 `0 `0 @0 @* 8) 0 a / 0 0 0 `0 `0 @0 ) 0 r Pr s + s Pr `p & f f e c / 0 0 0 `0 `0 @0 * + s Pr `p & c pb Pb @b / 0 0 0 `0 `0 @0 * ' c pb Pb @b / 0 0 0 p0 `0 * - g g g @g / 0* 0 0 `0 `0 @0 ) `) pr Pr 0p x' ph 0) `) h ) ) 0 0 0 `0 `0 @0 ) , r Pr s @( 0g f f f / 0 0 `0 `0 @0 @* `+ q q q q / 0 0 0 `0 `0 @0 ! . s Pr `p * s Pr `p Using weights in data file, ignoring the additional weights file Data partition error, data didn't match queries Using query id in data file, ignoring the additional query file Query size doesn't match data size Weights size doesn't match data size Cannot used query_id for parallel training Initial score size doesn't match data size Length of label is not same with #data label cannot be nullptr Sum of query counts is not same with #data Length of weights is not same with #data Loading weights... .weight Loading initial scores... .init .query Invalid initial score file. Redundant or insufficient columns Loading query weights... Loading query boundaries... Input format error when parsing as TSV Input format error when parsing as CSV Input format error when parsing as LibSVM Label should be the first column in a LibSVM file Data file %s couldn't be read. Data file %s doesn't exist. Data file %s only has one line. Data file %s should have at least one line. Unknown format of training data. Data file %s doesn't contain a label column. 0 Ъ 1 Ъ x1 P q q 1 ` 3 T T V T P 5 `V `V V PV Й
- d ' @B ʚ;@4 U U V U P 5 V V V V Й h4 U U V U Й 2 `U `U V PU P @3 U U V U Й @5 T T W T P num_cat= num_leaves= split_gain= split_feature= decision_type= threshold= right_child= left_child= leaf_weight= leaf_value= internal_value= leaf_count= internal_count= internal_weight= cat_threshold= cat_boundaries= "num_leaves": shrinkage= "shrinkage": "num_cat": "tree_structure":{ "leaf_value": "split_index": "tree_structure": "split_gain": "split_feature": "threshold":" || "threshold": "decision_type":"==", "default_left":true, "decision_type":"<=", "missing_type":"None", "default_left":false, "missing_type":"NaN", "missing_type":"Zero", "internal_weight": "internal_value": "left_child": "internal_count": "leaf_index": "right_child": "leaf_count": "leaf_weight": if (fval <= ) { || Tree::IsZero(fval) || std::isnan(fval)) { && !Tree::IsZero(fval) && !std::isnan(fval)) { if (std::isnan(fval)) { int_fval = 0; } else { int_fval = static_cast<int>(fval); } if (std::isnan(fval)) { int_fval = -1; } else { int_fval = static_cast<int>(fval); } ) && (((cat_threshold[ if (int_fval >= 0 && int_fval < 32 * ( double PredictTree + int_fval / 32] >> (int_fval & 31)) & 1))) { ; (const double* arr) { const std::vector<uint32_t> cat_threshold = { return double fval = 0.0f; }; } int int_fval = 0; ]; (const std::unordered_map<int, double>& arr) { } else { fval = arr[ ) > 0 ? arr.at( ) : 0.0f; Tree model should contain num_leaves field fval = arr.count( Tree model should contain num_cat field num_cat Tree model string format error, should contain leaf_value field leaf_value left_child shrinkage right_child Tree model string format error, should contain left_child field split_feature Tree model string format error, should contain right_child field threshold Tree model string format error, should contain split_feature field split_gain Tree model string format error, should contain threshold field internal_value internal_count leaf_weight internal_weight decision_type leaf_count Tree model should contain cat_boundaries field. cat_boundaries Tree model should contain cat_threshold field cat_threshold D:\a\1\s\include\LightGBM/utils/common.h %g Check failed: strs.size() == static_cast<size_t>(n) at %s, line %d .
- Check failed: eval_at->at(i) > 0 at %s, line %d .
- D:\a\1\s\src\metric\dcg_calculator.cpp label (%d) excel the max range %d label should be int type (met %f) for ranking task,
-for the gain of label, please set the label_gain parameter ; k @ ; pk P k XH C { t x k y 7 < `~ k < @ (A p : @= s k k k @m 9 0 ` H? 0 ` G ` (9 E @ 7 ` A p P: 0 p P `7 H< = 0 ` pE ` 8 | k @ 9 pk P k I H | k @ p> B | k ? j q q q q > 0 ` > k ` k 0G k ` k `B ` XI p F p x9 | k : binary_error map@ auc Total groups: %d, total data: %d For MAP metric, there should be query information ndcg@ multi_error@ huber The NDCG metric requires query information poisson fair d:\a\1\s\src\metric\regression_metric.hpp gamma gamma_deviance Check failed: label > 0 at %s, line %d .
- d:\a\1\s\src\metric\xentropy_metric.hpp tweedie Init label_ Can't be NULL at %s, line %d .
- [%s:%s]: (metric) weights not allowed to be negative [%s:%s]: (metric) labels passed interval [0, 1] check [%s:%s]: sum-of-weights = %f [%s:%s]: sum-of-weights = %f is non-positive [%s:%s]: (metric) at least one weight is negative [%s:%s]: (metric) all weights must be positive %s offset term = %f I Socket construction error Set SO_SNDBUF failed, please increase your net.core.wmem_max to 100k at least Set SO_RCVBUF failed, please increase your net.core.rmem_max to 100k at least Socket error: WSAStartup error Set TCP_NODELAY failed Error code %d, when getting local host name Socket error: Winsock.dll version error GetAdaptersinfo error: code %d GetAdaptersinfo error: allocating memory Socket accept error, code: %d 0.0.0.0 Socket recv error, code: %d Socket send error, code: %d Finished linking network in %f seconds Machine list file doesn't contain the local machine rank= Machine list file %s doesn't exist Cannot find any ip and port.
-Please check machine_list_filename or machines parameter machine_list size is larger than the parameter num_machines, ignoring redundant entries Trying to bind port %d... World size is larger than the machine_list size, change world size to %d Binding port %d failed Binding port %d succeeded Connecting to rank %d failed, waiting for %d milliseconds Listening... Connected to rank %d Local rank: %d, total number of machines: %d Please initilize the network interface first 0J p. N ~ `a p~ ~ 0 0 @1 d 0 ph ph @b b xQ @] O Q [ 0 0 @1 / 0 ph ph 0 1 [ N } `a d } c l 0e 0 ph ph @b b J @ 0 О Й 0 ph ph @b b xR 0 0 0 @1 0 ph ph O E @ PC C 0 0 @1 PE E 0 C C Q @ 0 0 @1 0 0 ph ph b L `a c 0 ph ph @b b K ` 0 0 @1 0 0 ph ph b PR 1 q q q 0 0 @1 / 0 ph ph 1 q pP P ` 0 0 @1 P 0 ph ph R `
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- p Sigmoid parameter %f should be greater than zero Starting from the 2.1.2 version, default value for the "boost_from_average" parameter in "binary" objective is true.
-This may cause significantly different results comparing to the previous versions of LightGBM.
-Try to set boost_from_average=false, if your old models produce bad results Cannot set is_unbalance and scale_pos_weight at the same time Number of positive: %d, number of negative: %d Contains only one class [%s:%s]: pavg=%f -> initscore=%f BoostFromScore Objective should contain num_class field sigmoid: num_class: Label must be in [0, %d), but found %d in label Lambdarank tasks require query information Sigmoid param %f should be greater than zero sqrt sqrt Check failed: threshold >= weighted_cdf[pos - 1] at %s, line %d .
- d:\a\1\s\src\objective\regression_objective.hpp Cannot use sqrt transform in %s Regression, will auto disable it Check failed: threshold < weighted_cdf[pos] at %s, line %d .
- [%s]: sum of labels is zero [%s]: at least one target label is negative Met 'abs(label) < 1', will convert them to '1' in MAPE objective and metric Check failed: alpha_ > 0 && alpha_ < 1 at %s, line %d .
- [%s:%s]: (objective) labels passed interval [0, 1] check d:\a\1\s\src\objective\xentropy_objective.hpp [%s]: sum of weights is zero [%s]: at least one weight is negative [%s]: at least one weight is non-positive [%s:%s]: pavg = %f -> initscore = %f [%s:%s]: havg = %f -> initscore = %f [%s:%s]: min, max weights = %f, %f; ratio = %f Unknown objective type name: %s R d `a a 0b c 0 @1 d 0 ph ph @b b K < 7 9 ; 0 0 @1 : ; ph ph 0 ; `; M 0~ `a } ~ 0 0 @1 d 0 ph ph @b b L p M ` 0 0 0 @1 0 0 ph ph b P N K K L 0 0 @1 `N N 0 L L Check failed: tree->num_leaves() <= data_partition_->num_leaves() at %s, line %d .
- d:\a\1\s\src\treelearner\serial_tree_learner.h GPU Tree Learner was not enabled in this build.
-Please recompile with CMake option -DUSE_GPU=1 T
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- cegb_penalty_feature_coupled should be the same size as feature number. Check failed: offset == num_total_bin at %s, line %d .
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* .rdata 0 .rdata$T e .rdata$r X .rdata$zzzdbg [ .rtc$IAA [ .rtc$IZZ [ .rtc$TAA [ .rtc$TZZ \ .tls \ x .stls \ .tls$ p` .tls$ZZZ ` p .xdata 1 .xdata$x 3 .edata <M .idata$2 @N .idata$3 XN .idata$4 `U 6 .idata$6 p ` .data `p P .data$r .bss \ .pdata ` .rsrc$01 ` .rsrc$02 Everything is fine 20
+ Check failed: (feature_num) < (num_total_features) at %s, line %d .
+ Feature %d is categorical. Will ignore forced bins for this feature. bin_upper_bound x 0 P P x 0 0 x x P( г @ x p p Я Ю Ю hdfs:// " 0 0 "
+ | Ы " ( 0 x ` h rb wb " " Ȭ " " , P X " i " i 8 ` " i " i " i а " i " 4 h " i " i " 8 " س 8 " 8 " 1 е x " ( " i @ 0 " | " i " i $ P " ȹ " i 8 ` 8 " i 0 " i H p :
0 %.17g %d \\ \" \b \f \n \r \t \u%04x \u2028 \u2029 [ , ] 0 0
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0 '%c' (%d) (%d) Unexpected end of input after start of comment Unexpected end of input inside multi-line comment Malformed comment Unexpected end of input Unexpected end of input in string in string Unescaped Bad \u escape: Invalid escape character Leading 0s not permitted in numbers in number Invalid At least one digit required in fractional part At least one digit required in exponent D:\a\1\s\src\io\json11.cpp Check failed: (i) != (0) at %s, line %d .
+ , got Parse error: expected Exceeded maximum nesting depth Expected '"' in object, got Expected ':' in object, got Expected ',' in object, got Expected ',' in list, got Expected value, got Unexpected trailing p p p p @ P " " л H " 4 @ 0 " t H " ( 0 " h 0 " 0 " 0 " \ P " 8 " ؿ 8 " T h h " i Using weights in data file, ignoring the additional weights file Using query id in data file, ignoring the additional query file Data partition error, data didn't match queries Weights size doesn't match data size Query size doesn't match data size Initial score size doesn't match data size Cannot used query_id for parallel training label cannot be nullptr Length of label is not same with #data Length of weights is not same with #data Sum of query counts is not same with #data .weight Loading weights... .init Loading initial scores... Invalid initial score file. Redundant or insufficient columns .query Loading query boundaries... Loading query weights... Please note that `init_score` is not saved in binary file.
+If you need it, please set it again after loading Dataset. *Gv~ *Ǚv " h p " i | ( " H X " ` " h " 0 ( " i `b 0b `s Ps Input format error when parsing as CSV 0b v Ps Input format error when parsing as TSV 0b t 0 Label should be the first column in a LibSVM file Input format error when parsing as LibSVM Data file %s doesn't exist. Data file %s couldn't be read. Data file %s should have at least one line. Data file %s only has one line. D:\a\1\s\src\io\parser.cpp Check failed: (max_col_idx) > (0) at %s, line %d .
+ Unknown format of training data. Data file %s doesn't contain a label column. " ( " h ", L 3 " " H " $ @ P " 0 " ,-
+ 0 " 8 0 " 8 0 " ` " 0 " p 0 " i " @o " @o P " @o " @o " @o " @o P " @o " @o " ( " ( " ( " ` ( " ( " X 8
+ d ' @B ʚ;D:\a\1\s\include\LightGBM/utils/common.h Check failed: (num_chars) >= (0) at %s, line %d .
+ num_leaves= num_cat= split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value= leaf_weight= leaf_count= internal_value= internal_weight= internal_count= cat_boundaries= cat_threshold= shrinkage= "num_leaves": "num_cat": "shrinkage": "leaf_value": "tree_structure":{ "tree_structure": "split_index": "split_feature": "split_gain": || "threshold":" "decision_type":"==", "threshold": "decision_type":"<=", "default_left":true, "default_left":false, "missing_type":"None", "missing_type":"Zero", "missing_type":"NaN", "internal_value": "internal_weight": "internal_count": "left_child": "right_child": "leaf_index": "leaf_weight": "leaf_count": ) { if (fval <= || std::isnan(fval)) { || Tree::IsZero(fval) && !std::isnan(fval)) { && !Tree::IsZero(fval) if (std::isnan(fval)) { int_fval = -1; } else { int_fval = static_cast<int>(fval); } if (std::isnan(fval)) { int_fval = 0; } else { int_fval = static_cast<int>(fval); } if (int_fval >= 0 && int_fval < 32 * ( ) && (((cat_threshold[ + int_fval / 32] >> (int_fval & 31)) & 1))) { double PredictTree (const double* arr) { ; return const std::vector<uint32_t> cat_threshold = { }; double fval = 0.0f; int int_fval = 0; } (const std::unordered_map<int, double>& arr) { ]; fval = arr[ } else { ) : 0.0f; ) > 0 ? arr.at( fval = arr.count( Tree model should contain num_leaves field num_cat Tree model should contain num_cat field leaf_value Tree model string format error, should contain leaf_value field shrinkage left_child Tree model string format error, should contain left_child field right_child Tree model string format error, should contain right_child field split_feature Tree model string format error, should contain split_feature field threshold Tree model string format error, should contain threshold field split_gain internal_count internal_value internal_weight leaf_weight leaf_count decision_type cat_boundaries Tree model should contain cat_boundaries field. cat_threshold Tree model should contain cat_threshold field Check failed: (strs.size()) == (static_cast<size_t>(n)) at %s, line %d .
+ %g
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+ 0
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+ 242526272829303164656667686970711617181920212223565758596061626308091011121314154849505152535455888990919293949500010203040506074041424344454647808182838485868732333435363738397273747576777879 ' " , @ ` D:\a\1\s\src\metric\dcg_calculator.cpp Check failed: (ref_eval_at[i]) > (0) at %s, line %d .
+ label should be int type (met %f) for ranking task,
+for the gain of label, please set the label_gain parameter Label should be non-negative (met %f) for ranking task Label %zu is not less than the number of label mappings (%zu) } & _ " ( " i H "- 5 0 " z " i @ 8 " ( " H " xy ` 0 " i P " ( " " H " " H " i 0 " i p "
+ ( 0 " " " 8 " h 8 " " X 8 " 8 " ` 8 " " @ 8
+ 0~
+ p5 1 X P ( 0~
+ p5 1 X P }
+ 04 1 X
+ 0 }
+ 04 1 X
+ binary_error 8
+ D 1 X auc
+ O 02 X + map@ For MAP metric, there should be query information Total groups: %d, total data: %d ~
+ 6 1 X 8 ~
+ 6 1 X multi_error@ ~
+ 8 1 X `
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+ F 2 X p
+ S 2 X . ndcg@ The NDCG metric requires query information (
+ B 1 X H
+ B 1 X 0
+ ? 1 X P
+ ? 1 X 8 @
+ A 1 X X @
+ A 1 X @
+ 0> 1 X `
+ 0> 1 X H `
+ @= 1 X h `
+ @= 1 X huber P @
+ : 1 X p @
+ : 1 X fair X
+ A 1 X P x
+ A 1 X P poisson `
+ @ 1 X
+ @ 1 X h
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+ < 1 X @ gamma d:\a\1\s\src\metric\regression_metric.hpp Check failed: (label) > (0) at %s, line %d .
+ p
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+ ; 1 X p gamma_deviance x
+ C 1 X
+ C 1 X tweedie `
+ `I 1 X ) d:\a\1\s\src\metric\xentropy_metric.hpp label_ Can't be NULL at %s, line %d .
+ Init [%s:%s]: (metric) labels passed interval [0, 1] check [%s:%s]: (metric) weights not allowed to be negative [%s:%s]: sum-of-weights = %f is non-positive [%s:%s]: sum-of-weights = %f
+ pG 2 X ( [%s:%s]: (metric) all weights must be positive
+ L 2 X * [%s:%s]: (metric) at least one weight is negative %s offset term = %f }
+ ] outside [ [%s]: does not tolerate element [#%i = -q= |=& .> ? " " @ h " p " i ( P " 8 " `
+ p " " P X 8 " " P x " " i 0 8 " " i 8 " i ` " ( " i ,
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+ Socket construction error Set SO_RCVBUF failed, please increase your net.core.rmem_max to 100k at least Set SO_SNDBUF failed, please increase your net.core.wmem_max to 100k at least Set TCP_NODELAY failed Socket error: WSAStartup error Socket error: Winsock.dll version error Error code %d, when getting local host name GetAdaptersinfo error: allocating memory GetAdaptersinfo error: code %d 0.0.0.0 Socket accept error, code: %d Socket send error, code: %d Socket recv error, code: %d Machine list file doesn't contain the local machine Finished linking network in %f seconds Machine list file %s doesn't exist rank= machine_list size is larger than the parameter num_machines, ignoring redundant entries Cannot find any ip and port.
+Please check machine_list_filename or machines parameter World size is larger than the machine_list size, change world size to %d Trying to bind port %d... Binding port %d succeeded Binding port %d failed Listening... Connecting to rank %d failed, waiting for %d milliseconds Connected to rank %d ` ff? "
+
+ @ " 8 H "
+ @ " i Local rank: %d, total number of machines: %d Please initilize the network interface first " \ 0 " ( 0 @ " " 8 " ( " 0 X 8 " ( " L h " @ " ( " @ ( " h " ( " ( " p ( "
+ h " t " P " P " "
+ @ h " t " h " d " & 8 " ( 8
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0 Sigmoid parameter %f should be greater than zero Cannot set is_unbalance and scale_pos_weight at the same time Contains only one class Number of positive: %d, number of negative: %d BoostFromScore [%s:%s]: pavg=%f -> initscore=%f sigmoid: h 0 ` g {
@
! Objective should contain num_class field Label must be in [0, %d), but found %d in label num_class: g {
+ 0 0
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! j Sigmoid param %f should be greater than zero p P g |
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! p sqrt sqrt x h @| 0
! p d:\a\1\s\src\objective\regression_objective.hpp Check failed: (threshold) >= (weighted_cdf[pos - 1]) at %s, line %d .
+ Check failed: (threshold) < (weighted_cdf[pos]) at %s, line %d .
+ h 0|
! p Cannot use sqrt transform in %s Regression, will auto disable it h |
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0" p [%s]: at least one target label is negative [%s]: sum of labels is zero 0j | P
! p Check failed: alpha_ > 0 && alpha_ < 1 at %s, line %d .
+ ` i `| P
! p Met 'abs(label) < 1', will convert them to '1' in MAPE objective and metric ` P Ph |
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d:\a\1\s\src\objective\xentropy_objective.hpp [%s:%s]: (objective) labels passed interval [0, 1] check [%s]: at least one weight is negative [%s]: sum of weights is zero [%s:%s]: pavg = %f -> initscore = %f P p f {
! [%s]: at least one weight is non-positive [%s:%s]: min, max weights = %f, %f; ratio = %f [%s:%s]: havg = %f -> initscore = %f Unknown objective type name: %s P P
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+ @ P 0 0 p ư> @z?? " <q d* * " i * (+ "
+ |+ + @ " `, " i , , " - - " $. H. 0 " . . " / P " i |1 1 X d:\a\1\s\src\treelearner\serial_tree_learner.h Check failed: (tree->num_leaves()) <= (data_partition_->num_leaves()) at %s, line %d .
+ 9
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GPU Tree Learner was not enabled in this build.
+Please recompile with CMake option -DUSE_GPU=1
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P> h " > ? " ? ? H " ? @ " A A 0 " \A A " XB B " B ( C " i E " i F G " i G " G G ( " G G ( " i H 0H 0 " H H H 0 " i <I hI " i I I 0 " J 8J `J H " i J " i |K K " @L `L X " @L M X " M M h " M pN h " M O h " M O ` " LP pP h " Q 0Q " @L Q X " @L pR X " M S h " M S h " M PT h " T U h " U U X " lV V " ,W PW P " ,W W P " X X ` " LY pY P " LY Z P " Z Z P " T p[ ` " \ 0\ " ,W \ P " ,W p] P " ^ 0^ P " ^ ^ ` " ^ _ P " ^ 0` ` " ` ` p " lV a " ` ( " i 0 " i X " ij @ " i ȴ H " i t H " i d H " 8 DataPartition::Split 0 0 * G P( f p * H Pg d:\a\1\s\src\treelearner\feature_histogram.hpp Check failed: (cache_size_) >= (2) at %s, line %d .
+ Total Bins %d Check failed: (train_data->num_features()) > (0) at %s, line %d .
+ 9
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cegb_penalty_feature_coupled should be the same size as feature number. cegb_penalty_feature_lazy should be the same size as feature number. Number of data points in the train set: %d, number of used features: %d D:\a\1\s\src\treelearner\serial_tree_learner.cpp share_state_ Can't be NULL at %s, line %d .
+ Check failed: (num_features_) == (train_data_->num_features()) at %s, line %d .
+ SerialTreeLearner::Train Detected that num_threads changed during training (from %d to %d), it may cause unexpected errors. No further splits with positive gain, best gain: %f Trained a tree with leaves = %d and max_depth = %d Check failed: (data_partition_->num_leaves()) >= (tree->num_leaves()) at %s, line %d .
+ SerialTreeLearner::BeforeTrain SerialTreeLearner::BeforeFindBestSplit SerialTreeLearner::ConstructHistograms SerialTreeLearner::FindBestSplitsFromHistograms left right SerialTreeLearner::SplitInner Check failed: (best_split_info.left_count) > (0) at %s, line %d .
+ Check failed: (best_split_info.right_count) > (0) at %s, line %d .
+ Check failed: (bag_cnt) == (num_data_) at %s, line %d .
+ Check failed: (num_machines) > (1) at %s, line %d .
+ Get historical Histogram for leaf %d failed, will skip the ``RecomputeBestSplitForLeaf`` deque<T> too long 'Forced Split' will be ignored since the gain getting worse. Invalid categorical threshold split n n @
+ 0 p} p} `' Po Po P 0 P} P} @ P' o o ` p 0 z z ` & pz pz @ % 0 Pz Pz % | | ` & 0 0z 0z p % @n @n ` 0 { { & 0s 0s p @" 0 q q ! u u p# 0 w w 0$ 0w 0w @$ 0 pq pq @ `! 0} 0} @' 0 0| 0| 0 & v v $ 0 z z & m m 0 | | ' s s 0" 0 v v # } } 0' 0 s s " o o 0 Pv Pv 0 # p p @ ! 0 po po ` u u P 0# 0! n n 0 ! w w p$ 0" Pt Pt " " n n 0# ps ps `" # r r " 0$ y y % $ 0r 0r ! 0% { { & % w w $ 0& pv pv # & z z % 0' p{ p{ ` `& ' r r " 0( py py p `% ( Ps Ps P" 0) Py Py ` P% ) v v 0 $ 0* 0x 0x $ * pt pt " 0+ P| P| & + r r p ! 0, Pr Pr ! , r r 0 " 0- 0p 0p - n n 0 0. `m `m ` . m m 0/ Pw Pw P$ / w w p $ 00 y y p% 0 u u # 01 o o 1 o o 0 02 `n `n 2 x x % 03 s s p" 3 x x % 04 0q 0q @! 4 pr pr P ! 05 0y 0y @ @% 5 Pq Pq P! 06 s s 0 " 6 px px $ 07 0u 0u @# 7 0v 0v # 08 q q 0 ! 8 q q P p! 09 r r ! 9 y y ` % 0: Pp Pp : x x p $ 0; P{ P{ @ P& ; s s " 0< Px Px $ < p p 0= { { 0& = m m p 0> t t ` " > w w $ 0? t t # ? { { & 0@ t t P " @ m m @ 0A v v # A | |
& 0B n n B 0o 0o ` @ 0C 0{ 0{ @& C | | 0 ' 0D Pu Pu 0 P# D p p ! 0E 0t 0t " E p| p| & 0F u u @ # F p p ! 0G x x $ G z z & 0H y y 0% H pp pp 0I n n P I | | ' 0J pw pw `$ J pu pu `# 0K { { p& K u u ` # 0L y y @ % L q q ! 0M v v $ M x x @ % 0N p p N @m @m p~ P 0O t t # O o o p 0P t t # P q q 0! 0Q z z % < @ @ " 0 ( " - @ " i h " 0 " h " . " " t " i ؽ " i 8 " 4 @ 0 " i t " i ܿ 8 " i T H " i ( ` Q `i
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+ 0 H " 8 " \ | H " 8 h P " i $ x 8 " i 8 " i X 8 " ( 8 " ( 8 " i 8 ( " ( " P ( " $ x ( " i ( " i d ( " " ( " i T " 8 " i 0 " h " i " " D h P " 0 " H @ " ( " H h " 0 "
+ @ " @ " ` " 0 " \
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+
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( " 4 P " i " " i " P " i " i " L d " ( " i " i ( " t x " @ " " 8 " " " i H p " " x " i 0 X p " ( " ( X " t h " i ( P ( " " " ( " @ ( " " ( " H ( " ( " ( " ( " ( ( " ` ( " ( " i " i " 0 H "
+ " i h H " $ ` "
+ @ " ! h " p! ! ! ` " <" T" " h " <" # @# h " # # h %s Continued train from model is not supported for c_api,
+please use continued train with input score Do not support feature parallel in c api Only find one worker, will switch to serial tree learner Using self-defined objective function Cannot change data_random_seed after constructed Dataset handle. Cannot change max_bin after constructed Dataset handle. Cannot change max_bin_by_feature after constructed Dataset handle. Cannot change bin_construct_sample_cnt after constructed Dataset handle. Cannot change min_data_in_bin after constructed Dataset handle. Cannot change use_missing after constructed Dataset handle. Cannot change zero_as_missing after constructed Dataset handle. Cannot change categorical_feature after constructed Dataset handle. Cannot change feature_pre_filter after constructed Dataset handle. Cannot change is_enable_sparse after constructed Dataset handle. Cannot change pre_partition after constructed Dataset handle. Cannot change enable_bundle after constructed Dataset handle. Cannot change header after constructed Dataset handle. Cannot change two_round after constructed Dataset handle. Cannot change label_column after constructed Dataset handle. Cannot change weight_column after constructed Dataset handle. Cannot change group_column after constructed Dataset handle. Cannot change ignore_column after constructed Dataset handle. Cannot change forced bins after constructed Dataset handle. Reducing `min_data_in_leaf` with `feature_pre_filter=true` may cause unexpected behaviour for features that were pre-filtered by the larger `min_data_in_leaf`.
+You need to set `feature_pre_filter=false` to dynamically change the `min_data_in_leaf`. Cannot change num_class during training Cannot change boosting during training Cannot change metric during training Unknown data type in PredictSparse Unknown indptr type in PredictSparseCSR Unknown col_ptr type in PredictSparseCSC unknown exception The number of columns should be greater than zero. The number of columns should be smaller than INT32_MAX. D:\a\1\s\src\c_api.cpp Check failed: (inner_data.first) < (num_col) at %s, line %d .
+ Check failed: (num_used_row_indices) > (0) at %s, line %d .
+ Used indices of subset used_row_indices should be sorted in Subset Input data type error or field not found Field not found Unknown matrix type in LGBM_BoosterPredictSparseOutput Unknown indptr type in LGBM_BoosterFreePredictSparse Unknown data type in LGBM_BoosterFreePredictSparse Unknown data type in RowFunctionFromDenseMatric Check failed: col_idx < ncol_ptr && col_idx >= 0 at %s, line %d .
+ Unknown data type in CSC matrix Unknown data type in RowFunctionFromCSR xS % - S - xT p p ) . T + @. xU P P ) - U ` ` # p- xV `, % - p V * . xW `% . W `% - xX - X 0- xY 0' - Y p$ - xZ + P. Z " P- x[ 0! @- [ @ @ # `- x\ * 0. \ 0 0 ( -
+
+
+ " i P$ x] $ " i % 0% " i `% a p i - m s - w i n - c o r e - s y n c h - l 1 - 2 - 0 . d l l k e r n e l 3 2 . d l l InitializeConditionVariable SleepConditionVariableCS WakeAllConditionVariable $ ` ] Ѓ bad allocation p^ Ѓ bad array new length = > qM_
^ D p ( 0 b @g = P q Щ q @ pt 0 H ` pt @ 0 t @ Ȫ u ت
+ x 0 @ u @ u @ ȫ 0 @ u @ X p 0 v P ج x v @ Xv @ H ` x v @ ȭ v @ Xv @ H v @ v @ h v @ h p Ю ( p @ h x v @ P w ȯ w @ ȯ 0 @ @w @ pw @ h а w @ 0 0y @ p y @ X б pz @ z @ ` p z @ H { ز x { @ { @ X p { @ @ | س б | @ P} @ X p P} @ @ } ش p } @ 0~ @ X p @ 0~ @ @ ~ ص @ ~ @ @ X p @ @ @ ض @ 0 @ X p 0 @ @ ط @ ` @ X p ` @ @ ظ @ @ X p 0 @ @ @ ( P x غ @ H @ x غ p @ غ X 0 p x غ @ X ػ @ 8 P x x غ @ 8 ȼ @ ȼ H ` x @ H Ƚ @ Ƚ H ` 0 @ H @ H 8 @ ` @ @ 8 @ ` ` ` @ @ p H @ p @ @ @ X p @ @ @ @ @ X p @ @ @ ( 8 @ 0 ` 0 @ Ѝ 0 8 Ѝ @ ` X ` @ 0 8 @ X @ p 0 8 p @ Ў X Ў @ @ 0 8 @ @ X @ 0 8 @ @ X @ @ 0 8 @ x X x @ 0 8 @ X @ 0 @ X @ X 0 X @ X @ Ȑ 0 Ȑ @ X @ 8 0 8 @ p X p @ 0 @ X @ 0 @ P X P @ @ @ P ( h @ @ P @ @ P @ ( Ж x P Ж @ 0 8 P P 0 @ x P @ 8 P P @ P x P @ P 8 P P @ x p @ 0 8 P p 0 @ x p @ 8 P p @ x x x @ 0 @ @ h @ @ x @ X h @ @ H H @ p 0 H h p @ 0 @ Ȝ ( H p Ȝ @ @ p ( P @ P @ x P 0 @ @ X p 0 X 8 @ @ @ ` x 8 @ ` @ @ О @ h @ О h H @ 8 @ p H x h x @ H ` x h @ H h @ P H ` x h P @ H h @ С H ` x h С @ H h @ P H ` p P @ H x p x @ @ X p p @ @ آ p آ @ @ X p @ @ @ @ X p @ @ ` ` @ Ц @ X p Ц @ @ @ @ @ @ X p @ @ @ @ X @ @ @ P ( h @ P P @ P X 0 p @ X @ 0 ` 8 x 0 @ ` ` ` @ ` 8 x @ ` @ h @ @ h P @ P p H @ p ث ث @ p H @ p @ @ @ ( x P @ x @ 0 X @ @ @ @ 8 ` @ @ ( @ h @ @ @ 0 @ H p @ @ 8 P x @ @ @ ( @ @ ( X @ @ 0 H 0 ` @ @ @ 8 P @ 8 h @ а @ @ X а @ p ( ( @ ` @ H ` ` H x @ H ` x @ H @ ` H ` x x ` @ H x @ H ` p @ H ( p ( @ 0 @ X @ h p @ ( @ p @ h p @ ( H p @ P p p P @ 8 P p @ x P p @ ( @ ` P p @ ( P p @ P 8 P p P p P @ 8 P p @ H ` P p @ H p P p @ 0 h @ p P p 0 @ h h ( p h @ x P p @ x и
+ (
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.?AVLibSVMParser@LightGBM@@ h
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.?AVAUCMetric@LightGBM@@ h
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.?AV?$_Func_base@_NM@std@@ h
.?AVLambdarankNDCG@LightGBM@@ h
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.?AVCrossEntropy@LightGBM@@ h
.?AV?$_Func_impl_no_alloc@V<lambda_c914098f2a7ace3ce0d5421695fddb6f>@@_NM@std@@ h
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.?AVRegressionHuberLoss@LightGBM@@ h
.?AV?$DataParallelTreeLearner@VSerialTreeLearner@LightGBM@@@LightGBM@@ h
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.?AV?$_Func_impl_no_alloc@V?$_Binder@U_Unforced@std@@P8FeatureHistogram@LightGBM@@EAAXNNHNNPEAUSplitInfo@4@@ZPEAV34@AEBU?$_Ph@$00@2@AEBU?$_Ph@$01@2@AEBU?$_Ph@$02@2@AEBU?$_Ph@$03@2@AEBU?$_Ph@$04@2@AEBU?$_Ph@$05@2@@std@@XNNHNNPEAUSplitInfo@LightGBM@@@std@@ h
.?AV?$_Binder@U_Unforced@std@@P8FeatureHistogram@LightGBM@@EAAXNNHNNPEAUSplitInfo@4@@ZPEAV34@AEBU?$_Ph@$00@2@AEBU?$_Ph@$01@2@AEBU?$_Ph@$02@2@AEBU?$_Ph@$03@2@AEBU?$_Ph@$04@2@AEBU?$_Ph@$05@2@@std@@ h
.?AV?$_Func_base@XNNHNNPEAUSplitInfo@LightGBM@@@std@@ h
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