! / 951476258 0 0 0 9292 ` @L` , y0 8pP 8XHH(0Xp@0$\8@J0ˬ(00lt_0lm_0$ lf_04 lf_80D lf_0T la_0d lt_0x lt_0lw_0 lt_0 le_0lt_0 lh_0 lt_P0le_0 lw_0  lw_@0 ln_0, ln_0< lf_0L lf_0\lf_0l lw_h0|lw_0 lt_0 lt_0 lm_0 lt_0 ln_0 le_0lc_p0 lt_GeanG  xexXG4aixGHamaGTFSHG`etaGliir`0t@Lil0@ aha(0@ Lon0@ ery00@ ery0@aryP0@ Fry`0@ ary0@ ery0@xry0(@ uts0<@engGLtt_GXis_Gdxat_Gp`en_G|0et_0 Lws0Lorx0Las0 Let(0ere0 rrk0 lrk0ots@0(Lat 0@Ltsx0T rns 0h lns 0| ots 0 ats 0 Lun0 Lun 0 eoc0 eee 0 ees80 ees 0 oes 0 ens 0$ rts08 nts0HLnd 80Xhes0ltay 0| Lin0 eda0 Lyb 0 iyb 0Lne0 iep0ech h0 ich0eSH0 nSH P0$Fir p00 etah0Deir @0TGir H0` tir0pecs (0 enc0eum0 ero 0eve0 ele`0ero0eod80erm 0 tep 0 tyb X0, Lin 0< Lch x0LLic0`Lst0p LMM0Lt2x0 L_T `0Luth0_py 0_mp0_atH0odiX0tm_0tv_0tm_0sl_0 gr_0gv_0$gm_00cy_ 0<_gn0H_10@0Tea_ 0`se_(0llv_0xor_0oq_ 0o2_0or_0lq_0lt_0ll_P0lt_0lg_`0lb_0lf_H0l2_ 0 le_p0 l5_ 00 l4_0 ,l3_x0 8l2_0 Dl1_0 Plh_0 \ld_h0 hgf_0 tg2_0 gf_0 g2_ 0 n2_0 gs_0 Liv0  Lde0  Ldemlpstat_mlpnorm_ mlpgettf_ mlpreadf_ mlpprpawf_ mlpgetdata_ mlpgetoutput_ mlpgetinput_mlpgetw_ mlpgetnet_ mlpcompute_mlptest_ mlpepoch_ mlpsetpat_mlpfree_ mlpsavew_ mlploadw_ mlpprfun_ mlpversion_ mlpsavecf_ mlpsaveff_mlpprff_ mlpinitw_mlpprw_ mlpgetnpat_ mlpaddnpat_ mlppatnum_ mlpsetnpat_ mlpsetlearn_ mlplearnfree_mlplearnalloc_ mlpsetnet_Hessian ExamplesIndexJacobianMatrixGammaBFGSHdeltadirNLineSearchFail LastAlpha MLPfitVersion NetMemory LearnMemoryJacobianMemory BFGSMemory PatMemory WeightsMemoryExamplesMemory OutputWeightsMessLangstat_divers_pat_learn_net_ MLP_MM2rowsMLP_MatrixVectorMLP_MatrixVectorBias MLP_SetNetGetNetStructure FreeNetwork AllocNetworkNormalizeInputsMLP_PrintInputStatMLP_StatInputs FreePatterns AllocPatterns LoadWeights SaveWeights MLP_PrCFun MLP_PrFFun LearnAlloc LearnFree getLexemes getnLexemes CountLexemes ReadPatterns PrintWeights InitWeightsMLP_RandShuffleExamplesEtaDecay MLP_ResLin SetLambda MLP_LineHyb LineSearchHybMLP_Line FixedStepDecreaseSearch LineSearchGetBFGSH InitBFGSHBFGSdir GetGammaDeltaDerivDirCGDir SteepestDirSetDefaultFuncs SetTransFuncDeDwSum DeDwSaveZeroDeDwSave DeDwScaleDeDwZeroDeDwProdDeDwNorm StochStep StochStepHyb MLP_Train MLP_EpochMLP_StochasticMLP_Test MLP_Test_MMMLP_Out2 MLP_Out_TMLP_Outs_copys_cmps_catpow_didtrsm_dtrmv_dtrmm_dscal_dger_dgemv_dgemm_dcopy_d_signd_lg10xerbla_lsame_ilaenv_dormqr_dormlq_dorml2_dorm2r_dlassq_dlaset_dlascl_dlarft_dlarfg_dlarfb_dlarf_dlapy2_dlange_dlamc5_dlamc4_dlamc3_dlamc2_dlamc1_dlamch_dlabad_dgeqrf_dgeqr2_dgelqf_dgelq2_dnrm2_dgels_MLP_vSigmoideDeriv MLP_vSigmoide MLP_Sigmoidemlp_inter.o/ 951476245 4850 1307 100644 23608 ` 1\8@ddPP8PP0VxNXG!RPXNUNX,X!<>(@H$OPT$$TEXT$ $PRIVATE$ $OPTDATA$$CODE$$DATA$8`8WJNUN,,+I -Uup=mELVIS^10.20w9%RS@X@X @zA$HPC HP92453-01 A.10.328`8WJmlp_inter ccom options = -Oq04,al,ag,cn,Lm,sz,Ic,vo,lc,Mf,Po,es,rs,sp,In,vc,Pi,Fa,Pe,Rr,Fl,pv,pa,nf,cp,Lx,st,ap,Pg,ug,Lu,dp,Fs,bp,wp! -Ae;@PPIsigngam@PIerrno@PM__iob@PFoptarg@PIopterr@PIoptind@PIoptopt@PM __bufendtab@PI __nl_char_size@PM tzname@PI timezone@PI daylight@PI getdate_err@#net_0#learn_`#pat_x#divers_#stat_#MessLang MessLangRM# OutputWeights! OutputWeightsRMd#ExamplesMemory"ExamplesMemoryRM# WeightsMemory# WeightsMemoryRM# PatMemory% $ PatMemory%RM# BFGSMemory& BFGSMemoryRM#JacobianMemory'JacobianMemoryRM# LearnMemory( LearnMemoryRM# NetMemory) NetMemoryRM# MLPfitVersion* MLPfitVersionRM?33# LastAlpha+ LastAlphaRM#NLineSearchFail,NLineSearchFailRM#dir #delta!#BFGSH"#Gamma##JacobianMatrix$# ExamplesIndex%#Hessian&7@%.- mlpsetnet_.; mlpsetnet_I'1/nl1'0BF'0nn1'BF'i8tjF 'FjF 'F32 MLP_SetNet3I MLP_SetNetI7 mlpsetnet_%54mlplearnalloc_5;mlplearnalloc_I(iHt87 LearnAlloc8I LearnAllocI7mlplearnalloc_%:9 mlplearnfree_:; mlplearnfree_P)iVt=< LearnFree=P LearnFree7 mlplearnfree_%?> mlpsetlearn_?; mlpsetlearn_I*@lmet1*ABF*CAetaC*BBF*BdecayC*DBF*DepsilonC* EBF*EDeltaC*FBF*Fnreset1*GBF*GtauC*HBF*HlambdaC*BF*ijF *NI\IIIAi\IIYijF *NIJ K`ONOMNLMXPMTLQMPPRHQS@RT8SU0TV(UW VXWYXZY[ZK[Ilearn_J`[F`QFFIWIijF *NI[F`QFFIWIijF *NRQ@R [F`QFFQWQijF *NRQ@R [F`QF FQWQijF *NRQ@R [F`QF(FQWQijF *NRQ@R [F`QF8FQWQijF *NRQ@R [F`QFHFQWQijF * NRQ@R [F`QF@FQWQitI LearnAllocI7 mlpsetlearn_%]\ mlpsetnpat_]; mlpsetnpat_I+^ifile1+_BF+_npat1+`BF+`ipond1+aBF+anin1+ bBF+bnout1+BF+ijF +NId exg  Pfg(PiChi fjihlikljmlknmo npoq eqpcpat_dx[FxjF +NIXIFIWIijF +NI[FxQFFIWIijF + NI[FxQF FIWIijF +NI[FxQFFIWIitjF +NIIjF +NIIjF + NIIjF +NII\IIsr AllocPatternssI AllocPatternstierr+I+ijI+I'L7 mlpsetnpat_%vu mlppatnum_v; mlppatnum_I,wifile1,xBF,xnpat1,BF,ijF ,NI[FxjF ,NIXIFIWIi\II7 mlppatnum_%zy mlpaddnpat_z; mlpaddnpat_I-{ifile1-|BF-|npat1-}BF-}ipond1-BF-ijF -NI[FxQFFIWIitjF -NIIjF -NII[FxQF NII[FxQFNII\III AllocPatternsI7 mlpaddnpat_%~ mlpgetnpat_; mlpgetnpat_P.Հifile1.BF.Ձnpat1.BF.Ղninp1.BF.Ճnout1. BF.Մipond1.BF.i[FxQF NIjF .FIWIi[FxQFNIjF . FIWIi[FxQFNIjF .FIWIi[FxjF .NIXINIjF .FIWI7 mlpgetnpat_%ՆՅmlpprw_;mlpprw_P/itՉՈ PrintWeightsP PrintWeights7mlpprw_%ՋՊ mlpinitw_; mlpinitw_P0Ռmode10BF0ijF 0NI\Inlayer1>BF>nneur1>BF>i1[F0NIjF >FIWIi2\Ii>I>jI>[F0NIdIAYi4[F0QFNF jI>XINIjF >jI>XIFIWIYi2jI>6IQII>(IjI>[F0NIdIY'L7 mlpgetnet_%mlpgetw_;mlpgetw_I?layer1?BF?neuron1?BF?weightsC?BF?iMjF ?NI\IdIAiM\IIYiNjF ?NI[F0NIIIAiN\IIYiOjF ?NI[F0QFNF jF ?NI\IIXINIIIAiO\IIYiQ\Ii?I?jI?[F0QFNF jF ?NI\IIXINIaIAYiS[F0QF NFjF ?NI\IIXINFjF ?NI\IIXINF@jI?XINQR Q@jF ?jI?XIFRWRYiQjI?6IQII?(IjI?[F0QFNF jF ?NI\IIXINIaIYiU\II'L7mlpgetw_% mlpgetinput_; mlpgetinput_P@ifile1@BF@input1@BF@rinC@BF@ii\Ii@I@jI@[FxjF @NIXINIdIAY ik[FxQFNFjF @NIXINFjI@XINF jF @NI\IIXINRjF @jI@XIFRWRYiijI@6IQII@(IjI@[FxjF @NIXINIdI Y'L7 mlpgetinput_% mlpgetoutput_; mlpgetoutput_PAifile1ABFAoutput1ABFAroutCABFAi\IiAIAjIA[FxjF ANIXINIdIA"Y#i[FxQFNFjF ANIXINFjIAXINF jF ANI\IIXINRjF AjIAXIFRWRY!ijIA6IQIIA(IjIA[FxjF ANIXINIdI#Y"'L7 mlpgetoutput_% mlpgetdata_; mlpgetdata_PBifile1BBFBipat1B BFB rinCB BFB routCB  BFB ransCB BFB pondCBBFBi[F0QFNF NIL I \LrL @BLBtjLBLFmallocF F CrrinCBFBi[F0QFNF [F0NI\IIXINIL I \LrL@BLBtjLBLFmallocF@ F OrroutOBFBi\IinBIBjIB[F0QFNF NIdIA%Y&i[FxQFNFjF BNIXINFjF BNI\IIXINF jIBXINRjF BjIBXIFRWRijF BjIBXINRjF BjIBXIFRWRY$ijIB6IQIIB(IjIB[F0QFNF NIdI&Y%itjF BFjF@BFMLP_OutPMLP_Outi\IIBjIB[F0QFNF [F0NI\IIXINIdIA(Y)i[FxQFNFjF BNIXINFjF BNI\IIXINF jIBXINRjF BjIBXIFRWRijF@BjIBXINQR Q@jF B jIBXIFRWRY'ijIB6IQIIB(IjIB[F0QFNF [F0NI\IIXINIdI)Y(i[FxQFNFjF BNIXINF jF BNI\IIXINRjF BFRWRitjF BF F FPfreeitjF@BF F FPfree'L 7 mlpgetdata_% mlpprpawf_; mlpprpawf_PCit@10 [F10 F@1@[F1@F   "!" #"!#fopenF fopen$WC FC i[F0QFNF NI\IijIC6IQIIC(IjIC[F0QFNF jIC\IIXINIaI@Y?itjF C F;@1[F1FIfprintf(IitjF C F<@1 [F1 FIfprintf(IitjF C F=@1 [F1 FIfprintf(IitjF C F>@1![F1!FIfprintf(IitjF C F?@1 [F1 FIfprintf(IitjF C FA@fcloseAIfclose(I'L7 mlpprpawf_%CB mlpreadf_C; mlpreadf_IDDifile1DEBFDEfilenameDBFDi[FxjF DNIXINI\IyIAAitjF DNIII FreePatterns(IYAi tjFDFjF DNIIFidummy1D[FDFGidummy2D[FDFHidummy3D[FDFJI ReadPatternsJI ReadPatternsI'L 7 mlpreadf_%LK mlpgettf_L; mlpgettf_IEMlayer1ENBFENneuron1EOBFEOtfunc1EBFEiAjF ENI\IdICjF ENI[F0NIIIABYCiA\IIYBiBjF ENI\IdIEjF ENI[F0QFNF jF ENI\IIXINIIIADYEiB\IIYDiC[F0QF$NFjF ENI\IIXINF jF ENI\IIXINIjF EFIWIiD\II7 mlpgettf_%QPmlpnorm_Q;mlpnorm_PFiR\IT UVW VXWYXUYSdivers_T[FQFFIWIiSt[ZNormalizeInputs[INormalizeInputs(I7mlpnorm_%]\mlpstat_];mlpstat_PG^ifile1G_BFG_meanCG`BFG`sigmaCGaBFGaminimumCG bBFGbmaximumCGBFGik[FxjF GNIXINIc NexamplesGIGil[FxQF NIdNinputsGIGinjIGL I \LrLe@GLGtjLGLFmallocF@ F OfMeanOGFGiojIGL I \LrLg@GLGtjLGLFmallocF@ F OhSigmaOGFGipjIGL I \LrLi@GLGtjLGLFmallocF@ F OjMinimumOGFGiqjIGL I \LrLk@G LG tjLG LFmallocF@ F OlMaximumOG FG istjIGIjIGI[FxQFNFjF GNIXINFFjF@GFjF@GFjF@GFjF@G FnmMLP_StatInputsnIMLP_StatInputs(Iiv\IoiGIGjIGjIGdIAGYHixjF@GjIGXINQR Q@jF GjIGXIFRWRiyjF@GjIGXINQR Q@jF GjIGXIFRWRizjF@GjIGXINQR Q@jF G jIGXIFRWRi{jF@G jIGXINQR Q@jF GjIGXIFRWRYFivjIG6IQIIG(IjIGjIGdIHYGi~tjF@GF F FPfreeitjF@GF F FPfreeitjF@GF F FPfreeitjF@G F F FPfree'L7mlpstat_;@P@1 RM1  mlpfun.fRM1  mlpfun.fRM1  mlpfun.cRM10  pawmlp.fRM1@wRM1H REAL FUNCTION PAWMLP(X) RM1h!! REAL FUNCTION PAWMLP(X,Y) RM1C RM1 OUT1 = X RM1 OUT2 = Y RM1C RM1C layer %d RM1 RIN%d = %lf RM1 > +(%lf) * OUT%d RM1C RM1 OUT%d = 0 RM1  OUT%d = RIN%d RM18 OUT%d = SIGMOID(RIN%d) RM1XC RM1`C layer %d RM1p PAWMLP = %lf RM1 > +(%lf) * OUT%d RM1C RM1  END RM1  REAL FUNCTION SIGMOID(X) RM1!! SIGMOID = 1./(1.+EXP(-X)) RM1  END 7@ELVISARGRGNUCODESTRINGS/ /M /NNT#G0G`GxGG0@0@0$@08@0L@0\@0l@0@0@0@0@0@GGGGGGG,080H0\0p00000000000 000@0P0`0p00000000000(08HTdp$4@L\htmlp_inter ccom options = -Oq04,al,ag,cn,Lm,sz,Ic,vo,lc,Mf,Po,es,rs,sp,In,vc,Pi,Fa,Pe,Rr,Fl,pv,pa,nf,cp,Lx,st,ap,Pg,ug,Lu,dp,Fs,bp,wp! -AeHPC HP92453-01 A.10.32net_learn_pat_divers_stat_MessLang OutputWeightsExamplesMemory WeightsMemory PatMemory BFGSMemoryJacobianMemory LearnMemory NetMemory MLPfitVersion LastAlphaNLineSearchFaildirdeltaBFGSHGammaJacobianMatrix ExamplesIndexHessian mlpsetnet_mlplearnalloc_ mlplearnfree_ mlpsetlearn_ mlpsetnpat_ mlppatnum_ mlpaddnpat_ mlpgetnpat_mlpprw_ mlpinitw_mlpprff_ mlpsaveff_ mlpsavecf_ mlpversion_ mlpprfun_ mlploadw_ mlpsavew_mlpfree_ mlpsetpat_ mlpepoch_mlptest_ mlpcompute_ mlpgetnet_mlpgetw_ mlpgetinput_ mlpgetoutput_ mlpgetdata_ mlpprpawf_ mlpreadf_ mlpgettf_mlpnorm_mlpstat_srandom MLP_Epochfclose AllocPatterns SaveWeights PrintWeights LearnFreeNormalizeInputs ReadPatternsMLP_StatInputs MLP_PrCFun MLP_PrFFunMLP_Test LearnAllocfprintffopen MLP_Out_TfreeMLP_Out FreePatterns InitWeights MLP_SetNetmalloc LoadWeightsmlp_gen.o/ 951476247 4850 1307 100644 150064 ` 1J0@<<D;a;CT:G#&PX::,X!<$OPT$$TEXT$ $PRIVATE$ $OPTDATA$$CODE$8`8W\:9,,+I -Uup=mELVIS^10.20w9%RS@X@X @zA$HPC HP92453-01 A.10.328`8W\mlp_gen ccom options = -Oq04,al,ag,cn,Lm,sz,Ic,vo,Lc,Mf,Po,es,rs,sp,In,vc,Pi,Fa,Pe,Rr,Fl,pv,pa,nf,cp,Lx,st,ap,Pg,ug,Lu,dp,Fs,bp,wp! -Ae;@PPIsigngam@PIerrno@PM__iob@PFoptarg@PIopterr@PIoptind@PIoptopt@PM __bufendtab@PI __nl_char_size@PM tzname@PI timezone@PI daylight@PI getdate_err@PM0net_@PM`learn_@PMxpat_@PMdivers_@PMstat_@PIMessLang@PI OutputWeights@PIExamplesMemory@PI WeightsMemory@PM PatMemory@PI BFGSMemory@PIJacobianMemory@PI LearnMemory@PI NetMemory@PR MLPfitVersion@PQ LastAlpha@PINLineSearchFail@PF dir@PF!delta@PF"BFGSH@PF#Gamma@PF$JacobianMatrix@PF% ExamplesIndex@PF&Hessian@7@%! MLP_Out!;MLP_OutP'i(il)in*j+ilm1,m-mp1.$"rrin$'#BF'%#rrout%'BF'i*' (0),*()-,-+,$*/%./ +0/.1/02/13/25/45 3647-6(7&net_'0[F0QFNF8deriv1/'F'i+[F0QFNF NI\II9m-I-i,jI-\I=MLP_MatrixVectorBias>PMLP_MatrixVectorBiasi=\I?il)I)jI)[F0NIdIA Y i?t[F0QFNFjI)\IIXINF@FjF'jI)\IIXINF@F[F0QFNF jI)\IIXINIIA@MLP_vSigmoideDerivAPMLP_vSigmoideDeriviAt[F0QFNFjI)XINF@F[F0QFNFjI)\IIXINF@F[F0QFNFjI)XINF@F[F0QFNF jI)XINII[F0QFNF jI)\IIXINIIPMLP_MatrixVectorBiasY i=jI)6IQII)(IjI)[F0NIdI Y iE\IBin*I*jI*[F0QFNF [F0NI\IIXINIdIA YiG\Q?jF'[F0NI\IIXINF@jI*XIFQWQY iEjI*6IQII*(IjI*[F0QFNF [F0NI\IIXINIdIY 'L7MLP_Out%DC MLP_Out_TD; MLP_Out_TP/i0il1in2j3ilm14m5mp16Errin$/BF/i][F0QFNF NI\IIFm5I5i^jI5\I`ifile>aBI>atmp%>BF>c dxf  Pef(Ph$gh eihgkhjkilkjmln monp dpobpat_cx[FxjI>XINIqnpat>I>[F0QFNF QFNIrnhid>I>[F0QFNF NIsnin> I> i\Qterr>0Q>0i\Iuipat>I>jI>jI>\IIdIA:Y;i[FxQF NFjI>XINF jI>jI> \IIrIXIv@$>F>tjF@>FjF>F[F0QFNFQFNF@F\IIjI>IjI> \IIIjI> \IIIjI> \IIIxw MLP_MM2rowsxP MLP_MM2rowsi[F0QF$NFQFNF NII<=>?iY=ijF@>yptmp%>LF>Li\IjI>rIz@>I>tjF@>LFjI>I|{ MLP_vSigmoide|P MLP_vSigmoideiiI>jI>\IdIAAYBi \I~j>I>jI>jI>dIADYEi \QjF@>jI>jI>jI>rIIXIFQWQYCi jI>6IQII>(IjI>jI>dIEYDY@ijI>6IQII>(IjI>\IdIBYAijI>\IdIAGYHi\Iin>$I>$jI>$jI>dIAJYKijF@>jI>jI>rIjI>$IXINQ[F0QFNFQFNF@jI>$XIFQWQYIijI>$6IQII>$(IjI>$jI>dIKYJi\IՀil>I>jI>[F0NIdIAMYNijI>\IIՁilm1>I>i0QFNF jI>XINI\IIՂm> I> i\II>$jI>$[F0QFNF jI>XINIdIAPYQi[F0QF NFjI>XINFjI>$XINF@Ճpweights%>HF>HijF@>HNQՄa>8Q>8i jF@>H6FQFF>H(Fi!jI> \IjI>jI> aIAUYVi"jF@>HNQ[F0QFNFjI>XINF@jI>\IIXINQrQjQ>8QQQQ>8(QYTi"jI>6IQII>(IjF@>H6FQFF>H(FjI>jI> aIVYUi$YSi%jI> \IIՅmp1>(I>(i&jI>(I>jI>[F0QFNF jI>XINIaIAXYYi)jF@>HQFNQ[F0QFNFjI>XINF@jI>\IIXINQrQjF@>HQFNQ[F0QFNFjI>XINF@jI>\IIXINQrQQjF@>HQFNQ[F0QFNFjI>XINF@jI>XINQrQQjF@>HNQ[F0QFNFjI>XINF@jI>\IIXINQrQQjQ>8QQQQ>8(QYWi&jI>QII>(IjF@>HI F QI F@ I F>H(FjI>[F0QFNF jI>XINIaIYYXi/[F0QF$NFjI>XINF jI>$XINIIZ[\]i1Y[i1tjQ>8QQ MLP_Sigmoide[F0QFNFjI>XINF@jI>$XIFQWQi2Zi3Y\i3jQ>8[F0QFNFjI>XINF@jI>$XIFQWQi4Zi5Y]i5\Q[F0QFNFjI>XINF@jI>$XIFQWQi6ZYZYOijI>$6IQII>$(IjI>$[F0QFNF jI>XINIdIQYPi9jI>[F0NI\II$jI>$[F0QFNF [F0NI\IIXINIdIA`Yai=[FxQFNFjI>XINFjI>jI>IXINF jI>$XINRQ@R Նrrans>@Q>@i>jQ>@[F0QFNF[F0NI\IIXINF@jI>$XINQQjQ>@[F0QFNF[F0NI\IIXINF@jI>$XINQQrQ[FxQFNFjI>XINF jI>jI>IXINRQ@R rQjQ>0QQQQ>0(QY_i;jI>$6IQII>$(IjI>$[F0QFNF [F0NI\IIXINIdIaY`Y^YLijI>6IQII>(IjI>[F0NIdINYMYFijI>6IQII>(IjI>\IdIHYGY9ijI>QII>(IjI>jI>\IIdI;Y:iHjI>I>jI>jI>dIAcYdiJ[FxQF NFjI>XINF jI>jI> \IIrIXIՇ@$>F>t[F0QFNFQFNF@FjF>FjF@>FjI>IjI> \IIIՉՈMLP_MatrixVectorPMLP_MatrixVectoriN[F0QF$NFQFNF NIIefghiPYfiQjF@>F>LiR\IjI>rIՊ@> I> tjF@>LFjI> IP MLP_vSigmoideiSeiUYgiVeiXYhiY\II>jI>jI>dIAjYki[\QjF@>jI>XIFQWQYiiYjI>6IQII>(IjI>jI>dIkYji]eYei`\II>$jI>$jI>dIAmYnibjF@>jI>$XINQ[F0QFNFQFNF@jI>$XIFQWQYli`jI>$6IQII>$(IjI>$jI>dInYmid\II>jI>[F0NIdIApYqifjI>\III>ig[F0QFNF jI>XINI\III> ih\II>$jI>$[F0QFNF jI>XINIdIAsYtij[F0QF NFjI>XINFjI>$XINF@F>HikjF@>HNQQ>8iljF@>H6FQFF>H(FimjI> \IjI>jI> aIAxYyinjF@>HNQ[F0QFNFjI>XINF@jI>\IIXINQrQjQ>8QQQQ>8(QYwinjI>6IQII>(IjF@>H6FQFF>H(FjI>jI> aIyYxipYviqjI> \III>(irjI>(I>jI>[F0QFNF jI>XINIaIA{Y|iujF@>HQFNQ[F0QFNFjI>XINF@jI>\IIXINQrQjF@>HQFNQ[F0QFNFjI>XINF@jI>\IIXINQrQQjF@>HQFNQ[F0QFNFjI>XINF@jI>XINQrQQjF@>HNQ[F0QFNFjI>XINF@jI>\IIXINQrQQjQ>8QQQQ>8(QYzirjI>QII>(IjF@>HI F QI F@ I F>H(FjI>[F0QFNF jI>XINIaI|Y{i{[F0QF$NFjI>XINF jI>$XINII}~i}Y~i}tjQ>8QQ MLP_Sigmoide[F0QFNFjI>XINF@jI>$XIFQWQi~}iYijQ>8[F0QFNFjI>XINF@jI>$XIFQWQi}iYi\Q[F0QFNFjI>XINF@jI>$XIFQWQi}Y}YrihjI>$6IQII>$(IjI>$[F0QFNF jI>XINIdItYsijI>[F0NI\II$jI>$[F0QFNF [F0NI\IIXINIdIAYi[FxQFNFjI>XINFjI>XINF jI>$XINRQ@R Q>@ijQ>@[F0QFNF[F0NI\IIXINF@jI>$XINQQjQ>@[F0QFNF[F0NI\IIXINF@jI>$XINQQrQ[FxQFNFjI>XINF jI>XINRQ@R rQjQ>0QQQQ>0(QYijI>$6IQII>$(IjI>$[F0QFNF [F0NI\IIXINIdIYYYoidjI>6IQII>(IjI>[F0NIdIqYpYbiHjI>6IQII>(IjI>jI>dIdYcijQ>0Q'LP7 MLP_Test_MM%ՌՋMLP_Test;MLP_TestQ@Սifile@BI@Վregul@BI@i\I[F0QFNF QFNIrIL I \LrLՏ@@L@tjL@LՒՑՐmallocFmallocF@ F %Փtmp%@ F@ ijF@@ \IF@ I Yi>jQApjQA(rQ[F0QF NFjIAXINF@jIA XIFQWQYi1jIA 6IQIIA (IjIA [F0QFNF jIAXINIdIYYijIA6I&IIA(IjIA\IIIYiEjQA`\QtP SteepestDiri?tjIB0jIB4IIP InitBFGSHYiCtjIB0jIB4IIPBFGSdirYiE[F0QF,NI\ICIAiEt@?[F?FIprintf(IYYiGt\Q@ÈQP SetLambdaiHtjF@BFjF BF LineSearchHybI LineSearchHyb\IjnIIIjII[F0QFNF jII\IIXINIaIA;Y<ijIIQ@I [F`QFTNFjIIXINFjIIXINF@jIIXI6FNQQFQ-QTQ(QY:ijII6IQIII(IjII[F0QFNF jII\IIXINIaIY?i!\ICinJIJjIJ[F0QFNF jIJXINIdIAAYBi"\IDjnJIJjIJ[F0QFNF jIJ\IIXINIaIADYEi#[F`QFTNFjIJXINFjIJXINF@jIJXINQ[F`QFXNFjIJXINFjIJXINF@jIJXIFQWQYCi"jIJ6IQIIJ(IjIJ[F0QFNF jIJ\IIXINIaIEYDY@i!jIJ6IQIIJ(IjIJ[F0QFNF jIJXINIdIBYAY=i jIJ6IQIIJ(IjIJ[F0NIdI?Y>'L 7DeDwSave%; DeDwSaveZeroPKi3\IFilKIKjIK[F0NIdIAGYHi4\IGinKIKjIK[F0QFNF jIKXINIdIAJYKi5\IHjnKIKjIK[F0QFNF jIK\IIXINIaIAMYNi7[F`QFTNFjIKXINFjIKXINF@jIKXINQ[F`QFXNFjIKXINFjIKXINF@jIKXIFQWQi8\Q[F`QFTNFjIKXINFjIKXINF@jIKXIFQWQYLi5jIK6IQIIK(IjIK[F0QFNF jIK\IIXINIaINYMYIi4jIK6IQIIK(IjIK[F0QFNF jIKXINIdIKYJYFi3jIK6IQIIK(IjIK[F0NIdIHYG'L 7 DeDwSaveZero%;DeDwSumILIans$LJBFLJout%LKBFLKipatLBILiT[FxQFNFNF jILXINRQ@R LbL0QL0iU\IMinLILjIL[F0QFNF [F0NI\IIXINIdIAPYQiW[F0QFNF[F0NI\IIXINF@jILXINQNderivLQLiXjF@LjILXINQjF LjILXINRQ@R QjQLrQjQL0rQ[F0QF NF[F0NI\IIXINF@jILXIFQWQYOiUjIL6IQIIL(IjIL[F0QFNF [F0NI\IIXINIdIQYPi\[F0NI\IIOilLILjIL\IIIASYTi_\IILjIL[F0QFNF jILXINIdIAVYWia[F0QFNFjILXINF@jILXINQQLib[F0QF NFjIL\IIXINF@NQ[F0QF NFjIL\IIXINFNF@jIL\IIXINQrQPaL(QL(ic[F0QF NFjIL\IIXINF@QFQpdelta%L FL id\IRin1LILjIL[F0QFNF jIL\IIXINIdIAYYZifjF@L NQ[F0QF NFjIL\IIXINFjILXINF@jIL\IIXINQrQjQL(QQQQL((QYXidjIL6IQIIL(IjF@L 6FQFFL (FjIL[F0QFNF jIL\IIXINIdIZYYihjQL(jQLrQ[F0QF NFjILXINF@jILXIFQWQYUi_jIL6IQIIL(IjIL[F0QFNF jILXINIdIWYVYRi\jIL6I&IIL(IjIL\IIITYSil\IILjIL[F0NIdIA\Y]in[F0QFNF jIL\IIXINISiiL IL io\IILjIL[F0QFNF jILXINIdIA_Y`iq[F0QF NFjILXINF@jILXINQQL(irjQL([F`QFTNFjILXINFjILXINF@6FNQQFQQTQ(QisjQL([F0QFNFjIL\IIXINF@NQrQ[F`QFTNFjILXINFjILXINF@QF6FNQQFQQTQ(Qit[F0QFNFjIL\IIXINF@QFTpout%LFLiu[F`QFTNFjILXINFjILXINF@QFUpdedw%LFLiv\IILjILjIL dIAbYcixjQL(jF@LNQrQjF@L6FNQQFQQTQ(QYaivjILQIIL(IjF@LI F QIF@ I FL(FjF@LI F QIF@ I FL(FjILjIL dIcYbY^iojIL6IQIIL(IjIL[F0QFNF jILXINIdI`Y_Y[iljIL6IQIIL(IjIL[F0NIdI]Y\i}\II'L87DeDwSum%WV SetTransFuncW; SetTransFuncIMXlayerMYBIMYneuronMZBIMZfuncMBIMijIM\IIIAdi\IIYdijIM[F0QF$NFjIM\IIXINF jIM\IIXIFIWIi\II7 SetTransFunc%\[SetDefaultFuncs\;SetDefaultFuncsPNi\I^ilNINjIN[F0NIdIAfYgi\I_inNINjIN[F0QFNF jINXINIdIAiYji\I[F0QF$NFjINXINF jINXIFIWIijIN[F0NI\II\IISjIS[F0QFNF jIS XINIdIAYi?\IISjIS[F0QFNF jIS \IIXINIaIAYiAjF@SjISXINQxQjF jIS XINFjISXINF@jISXIFQWQiBjIS6IQIIS(IYi?jIS6IQIIS(IjIS[F0QFNF jIS \IIXINIaIYYi>jIS6IQIIS(IjIS[F0QFNF jIS XINIdIYYi=jIS 6IQIIS (IjISjISdIYiDtjF@SF F FPfreeiEtjF@SF F FPfree'L 7BFGSdir%; InitBFGSHPTNweightsTBITiV\IiTITjITjITdIAYiW\IjTITjITjITdIAYiY\QjF"jITXINF@jITXIFQWQiZjITjIT\IjF WFIWIi?[F0NIL I \LrL@WLWtjLWLFmalloc5w05WFWi@\IilWDIWDjIWD[F0NIdIAYiB[F0QFNF jIWDXINIL I \LrL@WLWtjLWLFmalloc/jFWjIWDXIFFWFiC\IinWHIWHjIWH[F0QFNF jIWDXINIdIAYiE[F0QFNF jIWD\IIXINI\IIL I \LrL@WLWtjLWLFmallocF@ F %jFWjIWDXINFjIWHXIFFWFiG\IjnWLIWLjIWL[F0QFNF jIWD\IIXINIaIAYiI[F0QF NFjIWDXINFjIWHXINF@jIWLXINQjFWjIWDXINFjIWHXINF@jIWLXIFQWQYiGjIWL6IQIIWL(IjIWL[F0QFNF jIWD\IIXINIaIYYiCjIWH6IQIIWH(IjIWH[F0QFNF jIWDXINIdIYYi@jIWD6IQIIWD(IjIWD[F0NIdIYiRjQWerr1W QW iT[F0QF,NI\ICIAiTt@?x[F?xFjQW QIprintf(IYiV\QjF@WFQWQiW\Qalpha1WQWiX\Q?alpha2WQWiYtjFWFjQWQPMLP_LineiZt\II\IIQMLP_Testerr2W(QW(i[jF W6FNI6IIIFFIQIWI(Ii]jQW(jQW dQAi_jQWjF@WFQWQYicjQWalpha3WQWidjQW(err3W0QW0ig\IicountW@IW@jIW@\IdaIAYiijQWjQW8-QQWijtjFWFjQWQPMLP_Lineikt\II\IIQMLP_TestQW(iljF W6FNI6IIIFFIQIWI(IimjQW jQW(IQAimYinjQWQWiojQW(QW0YigjIW@6IQIIW@(IjIW@\IdaIYiqjIW@\IdCIAistjFWF\QQPMLP_LineittjFWFPfreeiu\IIYiwjQWjF@WFQWQYi{tjFWFjF@WNQQPMLP_Linei~\IIWDjIWD[F0NIdIAYi\IIWHjIWH[F0QFNF jIWDXINIdIAYi\IIWLjIWL[F0QFNF jIWD\IIXINIaIAYi[F0QF NFjIWDXINFjIWHXINF@jIWLXINQjFWjIWDXINFjIWHXINF@jIWLXINQQ[F`QFPNFjIWDXINFjIWHXINF@jIWLXIFQWQYijIWL6IQIIWL(IjIWL[F0QFNF jIWD\IIXINIaIYYijIWH6IQIIWH(IjIWH[F0QFNF jIWDXINIdIYYi~jIWD6IQIIWD(IjIWD[F0NIdIYi\IIWDjIWD[F0NIdIAYi\IIWHjIWH[F0QFNF jIWDXINIdIAY itjFWjIWDXINFjIWHXINF@F F FPfreeYijIWH6IQIIWH(IjIWH[F0QFNF jIWDXINIdI YYijIWD6IQIIWD(IjIWD[F0NIdIYi\IIWDjIWD[F0NIdIA Y itjFWjIWDXINFFPfreeY ijIWD6IQIIWD(IjIWD[F0NIdI Y itjFWFPfreei\II'LP7DecreaseSearch% FixedStep; FixedStepIXalphaXBQXi[F0NIL I \LrL@XLXtjLXLFmalloc5w05XFXi\IilXIXjIX[F0NIdIAYi[F0QFNF jIXXINIL I \LrL@XLXtjLXLFmalloc/jFXjIXXIFFWFi\IinXIXjIX[F0QFNF jIXXINIdIAYi[F0QFNF jIX\IIXINI\IIL I \LrL@XLXtjLXLFmallocF@ F %jFXjIXXINFjIXXIFFWFi\IjnX IX jIX [F0QFNF jIX\IIXINIaIAYi[F0QF NFjIXXINFjIXXINF@jIX XINQjFXjIXXINFjIXXINF@jIX XIFQWQYijIX 6IQIIX (IjIX [F0QFNF jIX\IIXINIaIYYijIX6IQIIX(IjIX[F0QFNF jIXXINIdIYY ijIX6IQIIX(IjIX[F0NIdIYitjFXFjQXQPMLP_Linei\IIXjIX[F0NIdIAYi\IIXjIX[F0QFNF jIXXINIdIAYi\IIX jIX [F0QFNF jIX\IIXINIaIAYi[F0QF NFjIXXINFjIXXINF@jIX XINQjFXjIXXINFjIXXINF@jIX XINQQ[F`QFPNFjIXXINFjIXXINF@jIX XIFQWQYijIX 6IQIIX (IjIX [F0QFNF jIX\IIXINIaIYYijIX6IQIIX(IjIX[F0QFNF jIXXINIdIYYijIX6IQIIX(IjIX[F0NIdIYi\IIXjIX[F0NIdIA Y!i\IIXjIX[F0QFNF jIXXINIdIA#Y$itjFXjIXXINFjIXXINF@F F FPfreeY"ijIX6IQIIX(IjIX[F0QFNF jIXXINIdI$Y#YijIX6IQIIX(IjIX[F0NIdI!Y i\IIXjIX[F0NIdIA&Y'itjFXjIXXINFFPfreeY%ijIX6IQIIX(IjIX[F0NIdI'Y&itjFXFPfreei\II'L7 FixedStep%;MLP_LinePYw05YBFYalphaYBQYi\IilYIYjIY[F0NIdIA)Y*i\IinYIYjIY[F0QFNF jIYXINIdIA,Y-i\IjnYIYjIY[F0QFNF jIY\IIXINIaIA/Y0ijFYjIYXINFjIYXINF@jIYXINQjQYjF jIYXINFjIYXINF@jIYXINQrQQ[F0QF NFjIYXINFjIYXINF@jIYXIFQWQY.ijIY6IQIIY(IjIY[F0QFNF jIY\IIXINIaI0Y/Y+ijIY6IQIIY(IjIY[F0QFNF jIYXINIdI-Y,Y(ijIY6IQIIY(IjIY[F0NIdI*Y)7MLP_Line%; LineSearchHybIZalpmin%ZBFZNtest-ZBFZi[F0QF,NI\ICIA1it@?[F?FIprintf(IY1i[F`QFNQtauZ8QZ8i\IjF ZFIWIi[F0NI\IIL I \LrL@ZLZtjLZLFmalloc5w05ZFZi\IilZDIZDjIZD[F0NI\IIdIA3Y4i[F0QFNF jIZDXINIL I \LrL@ZLZtjLZLFmalloc/jFZjIZDXIFFWFi\IinZHIZHjIZH[F0QFNF jIZDXINIdIA6Y7i[F0QFNF jIZD\IIXINI\IIL I \LrL@ZLZtjLZLFmallocF@ F %jFZjIZDXINFjIZHXIFFWFi\IjnZLIZLjIZL[F0QFNF jIZD\IIXINIaIA9Y:i[F0QF NFjIZDXINFjIZHXINF@jIZLXINQjFZjIZDXINFjIZHXINF@jIZLXIFQWQY8ijIZL6IQIIZL(IjIZL[F0QFNF jIZD\IIXINIaI:Y9Y5ijIZH6IQIIZH(IjIZH[F0QFNF jIZDXINIdI7Y6Y2ijIZD6IQIIZD(IjIZD[F0NI\IIdI4Y3it\II\IIQMLP_Testerr1Z QZ ijF Z6FNI6IIIFFIQIWI(Ii[F0QF,NI\ICIA;it@?[F?FjQZ QIprintf(IY;i\QjF@ZFQWQi\Qalpha1ZQZijQalpha2ZQZi jQZ\Q?zG{dQAi\IicountZ@IZ@jIZ@\IdaIA@YAijQZjQZ8rQQZitjFZFjQZQP MLP_LineHybit\II\IIQMLP_TestQZ0ijF Z6FNI6IIIFFIQIWI(IijQZ0jQZ(IQABi@YBijQZQZijQZ(QZ i jQZQZi!jQZ0QZ(Y?ijIZ@6IQIIZ@(IjIZ@\IdaIAY@i#jIZ@\IdCIACi%tjFZF\QQP MLP_LineHybi&tjFZFPfreei'\IIYCDY>i,\IIZ@jIZ@\IdaIAFYGi.jQZjQZ8-QQZi/tjFZFjQZQP MLP_LineHybi0t\II\IIQMLP_TestQZ(i1jF Z6FNI6IIIFFIQIWI(Ii2jQZ jQZ(IQAHi2FYHi3jQZQZi4jQZ(QZ0YEi,jIZ@6IQIIZ@(IjIZ@\IdaIGYFi6jIZ@\IdCIAIi8tjFZF\QQP MLP_LineHybi9tjFZFPfreei:\IIYIYDi@\Q?jQZjQZQjQZ0jQZ QjQZ0jQZ(QjQZjQZQ-QjQZ(jQZ QjQZjQZQ-QQ-QQrQjF@ZFQWQiBjF@ZNQ\Q@ÈIQAJiB\Q@ÈjF@ZFQWQYJiEtjFZFjF@ZNQQP MLP_LineHybiFjF@ZNQQiI\IIZDjIZD[F0NI\IIdIALYMiJ\IIZHjIZH[F0QFNF jIZDXINIdIAOYPiK\IIZLjIZL[F0QFNF jIZD\IIXINIaIARYSiL[F0QF NFjIZDXINFjIZHXINF@jIZLXINQjFZjIZDXINFjIZHXINF@jIZLXINQQ[F`QFPNFjIZDXINFjIZHXINF@jIZLXIFQWQYQiKjIZL6IQIIZL(IjIZL[F0QFNF jIZD\IIXINIaISYRYNiJjIZH6IQIIZH(IjIZH[F0QFNF jIZDXINIdIPYOYKiIjIZD6IQIIZD(IjIZD[F0NI\IIdIMYLiO\IIZDjIZD[F0NI\IIdIAUYViP\IIZHjIZH[F0QFNF jIZDXINIdIAXYYiQtjFZjIZDXINFjIZHXINF@F F FPfreeYWiPjIZH6IQIIZH(IjIZH[F0QFNF jIZDXINIdIYYXYTiOjIZD6IQIIZD(IjIZD[F0NI\IIdIVYUiR\IIZDjIZD[F0NI\IIdIA[Y\iStjFZjIZDXINFFPfreeYZiRjIZD6IQIIZD(IjIZD[F0NI\IIdI\Y[iTtjFZFPfreeiU[F0QF,NI\ICIA]iVt@?[F?FIprintf(IY]iY\II'LP7 LineSearchHyb%; MLP_LineHybP[w05[BF[alpha[BQ[im\Iil[I[jI[[F0NI\IIdIA_Y`in\Iin[I[jI[[F0QFNF jI[XINIdIAbYcio\Ijn[I[jI[[F0QFNF jI[\IIXINIaIAeYfiqjF[jI[XINFjI[XINF@jI[XINQjQ[jF jI[XINFjI[XINF@jI[XINQrQQ[F0QF NFjI[XINFjI[XINF@jI[XIFQWQYdiojI[6IQII[(IjI[[F0QFNF jI[\IIXINIaIfYeYainjI[6IQII[(IjI[[F0QFNF jI[XINIdIcYbY^imjI[6IQII[(IjI[[F0NI\IIdI`Y_ittP MLP_ResLin'L 7 MLP_LineHyb%; SetLambdaP\Wmax\BQ\it\II\IIQMLP_Testerr\Q\i[F`QF(NQjQ\rQjQ\jQ\rQ[F0QFNF [F0NI\IIXINI\IIQ@I rQ-Q[F`QF0FQWQ'L7 SetLambda%; MLP_ResLinP]\INTrans]`I]`\ILwork] 5hI!] 5h\Qrcond] 5pQ!] 5pi[F`QF0NQlambda2] Q] i[F0QFNF [F0NI\IIXINI\IINl](I](i[FxNIjI](IM],I],ijI],L I \LrL@]L]tjL]LFmallocF@ F %dpat%]F]ijI](L I \LrL@]L]tjL]LFmallocF@ F %wlin%]F]ijI](L I \LrL@]L]tjL]LFmallocF@ F %SV%] F] ijI],jI](rINhr]0I]0ijI]0L I \LrL@] L] tjL] LFmallocF@ F %HR%]F]i\Qerr]Q]i\Iipat]PI]PjI]P[FxNIdIAhYiit[FxQFNFNFjI]PXINF F[F0QFNF[F0NI\IIXINF@FPMLP_Outi\Iin]HI]HjI]H[F0QFNF [F0NI\IIXINIdIAkYli[FxQFNFNFjI]PXINF jI]HXINRQ@R a]XQ]XYjijI]H6IQII]H(IjI]H[F0QFNF [F0NI\IIXINIdIlYki[F0NI\IIil]DI]Di[FxQFNFNFjI]PXINF NRQ@R [FxQFNFNF jI]PXINRQ@R rQjF@]jI]PXIFQWQijI]Pkhr]4I]4i[FxQFNFNF jI]PXINRQ@R jF@]jI]4XIFQWQi\II]HjI]H[F0QFNF jI]DXINIdIAnYoijI],jI]H\IIrIjI]PII]4i[F0QFNFjI]DXINF@jI]HXINQ[FxQFNFNF jI]PXINRQ@R rQjF@]jI]4XIFQWQYmijI]H6IQII]H(IjI]H[F0QFNF jI]DXINIdIoYnYgijI]P6IQII]P(IjI]P[FxNIdIiYhi[F0NI\III]DijQ] lambda]Q]i\II]PjI]P[F0QFNF jI]DXINIaIAqYri\QjF@]jI]P[FxNIIXIFQWQi\II]HjI]H[F0QFNF jI]DXINIaIAtYuijI],jI]HrIjI]PI[FxNIII]4i\QjF@]jI]4XIFQWQijI]HjI]P =@?@>A@?;A9:897fopen8F fopenBLVQpat9c \Fc \ijF c \\IF I jI\I LearnMemoryjI\IYi ?\IIi @\IilgIgjIg[F0NIdIAYi B\IingIgjIg[F0QFNF jIgXINIdIAYi DtjF jIgXINFjIgXINF@F F FPfreeYi BjIg6IQIIg(IjIg[F0QFNF jIgXINIdIYi FtjF jIgXINFFPfreeYi @jIg6IQIIg(IjIg[F0NIdIYi HtjF FPfreei I BFGSMemoryjI\IY?i tjF i F@?[F?FjIi\III[F0QF NFjIiXINFjIiXINF@NQQIfprintf(Ii \IjniIijIi[F0QFNF jIi\IIXINIaIAAYBi tjF i F@?[F?F[F0QF NFjIiXINFjIiXINF@jIiXINQQjIiIIfprintf(IY@i jIi6IQIIi(IjIi[F0QFNF jIi\IIXINIaIBYAY=i jIi6IQIIi(IjIi[F0QFNF jIiXINIdI?Y>i tjF i F@?[F?FIfprintf(Ii \IIijIi[F0QFNF jIiXINIdIADYEi [F0QF$NFjIiXINF jIiXINI\IW9lFli jF l\IF I \R?jF mjImXIFRWRYi ijIxQIIx(IjIxjIx\IIaI@Y?ijIxIxjIxjIxdIAEYFijF@xjIxXIFx@ijF@xjIxXIjIxXIFxDi\QQxi\QQx i\IIxjF@xjIxXIjIxjIxrIXIFx8jF xjIxXIFx0jF xjIxXIjIxXIFx4jIxjIxdIAHYIijF x0NRQ@R jF@x8NQrQjQxQQQQx(QijF x4NRQ@R jF@x8NQrQjQx QQQQx (QYGijIx6IQIIx(IjF x06FQFFx0(FjF x46FQFFx4(FjF@x86FQFFx8(FjIxjIxdIIYHijQxjF@x@FQWQijQx jF@xDFQWQYDijIx6IQIIx(IjIxjIxdIFYE'LH7 MLP_MM2rows;@P@? [RM?not enough memory in MLP_Test RM?  Entry MLP_Stochastic RM?8 Entry MLP_Epoch RM?PEpoch: ierr= %d RM?hEpoch: ierr= %d RM?Line search fail RM?Before GetGammaDelta RM?After GetGammaDelta RM?After GetBFGSH RM?After BFGSdir RM?Line search fail RM? End MLP_Epoch RM?err depart= %lf RM?0alpha, err= %le %le RM?Halpha, err= %le %le RM?`alpha, err= %le %le RM?xerr depart= %lf RM? entry LineSearchHyb RM?LinesearchHyb err depart= %lf RM? exit LineSearchHyb RM?++entry ResLin, err=MLP_Test(0,0), err= %lf RM?Warning from dgels: iret = %d RM?0Warning from dgels: ierr = %d RM?P  ResLin, apres tlsfor, err= %lf RM?p  Couche %d RM?  Layer %d RM?  Neurone %dRM?  Neuron %dRM? %lfRM? RM? RM? Loading file %s RM?rRM?Number of neurons %sRM?%s %sRM?%s %dRM?Number of patterns %d RM?(Number of inputs %d RM?@Number of outputs %d RM?XNormalize inputs RM?p##NLAY datacard is no longer needed RM?Number of epochs %d RM?++Reset to steepest descent every %d epochs RM?%s %leRM?Learning parameter %lf RM?%s %dRM?Learning method = RM? Stochastic Minimization RM?@""Steepest descent with fixed step RM?h##Steepest descent with line search RM?##Polak-Ribiere Conjugate Gradients RM?%%Fletcher-Reeves Conjugate Gradients RM?BFGS RM?Hybrid BFGS-linear RM?Error: unknown method RM?%s %lfRM?  Tau %lf RM?0%s %lfRM?8  Lambda %lf RM?H%s %leRM?P%%Flat spot elimination parameter %lf RM?x%s %sRM?%s %leRM?Momentum term %lf RM?%s %dRM?Never write file weights.out RM?))Write weights to output file at the end RM?''Write weights to file every %d epochs RM? %s %sRM?(.. *** Error while loading file %s at line %s :RM?X unknown language RM?p-- *** Error while loading file %s at line %s RM?%s %dRM?Random weights RM?##Read weights from file weights.in RM?%s %dRM?%s %dRM?%s %leRM?Learning parameter decay %lf RM? %s %dRM?(  Fill histogram every %d epochs RM?H%s %dRM?PDebug mode %d RM?`%s %dRM?h%dRM?p%leRM?x%leRM?%leRM?%d examples loaded RM? RM? RM? RM? RM? RM? RM?wRM?## SUBROUTINE RNNFUN(rin,rout) RM? DIMENSION RIN(%d) RM?( DIMENSION ROUT(%d) RM?HC RM?P OUT%d = RIN(%d) RM?h!! OUT%d = (RIN(%d)-%le)/%le RM?C RM?C layer %d RM? RIN%d = %le RM? > +(%le) * OUT%d RM?C RM? OUT%d = 0 RM? OUT%d = RIN%d RM?  OUT%d = SIGMOID(RIN%d) RM? 0C RM? 8C layer %d RM? H RIN%d = %le RM? ` > +(%le) * OUT%d RM? xC RM?  ROUT(%d) = 0 RM?  ROUT(%d) = RIN%d RM? !! ROUT(%d) = SIGMOID(RIN%d) RM? C RM?  END RM?  REAL FUNCTION SIGMOID(X) RM? !! SIGMOID = 1./(1.+EXP(-X)) RM? 8  END RM? HwRM? Pdouble sigmoid(double x) RM? p{ RM? xreturn 1/(1+exp(-x)); RM? } RM? ''void rnnfun(double *rin,double *rout) RM? { RM?  double out1[%d]; RM?  double out2[%d]; RM?  double out3[%d]; RM?  double out4[%d]; RM? ( RM? 0 out1[%d] = rin[%d]; RM? P%% out1[%d] = (rin[%d]-%le)/%le; RM? x RM? /* layer %d */ RM?  out%d[%d] = %le RM?  +(%le) * out%d[%d] RM?  ; RM?  RM?  out%d[%d] = 0; RM? '' out%d[%d] = sigmoid(out%d[%d]); RM? ( rout[%d] = out%d[%d]; RM? H} RM? PwRM? X# network structure RM? p%d RM? x %d RM?  %le RM? rRM?  %dRM?  %leRM?  mean RMS min max RM? var%d %le %le %le %le RM?  RM?  mean RMS min max RM? var%d %le %le %le %le RM? ( RM? 0,RM? 8,RM? @,RM? H%dRM? P,RM? X%d7@ELVISARGRGNUCODESTRINGS/ /9 /9:#0000000$040D0X0h0x00000000000,0@0L0\0l0|0000000000(080L0`0t0000000000000H0\0p00000(4@LXdt $<HT`lxmlp_gen ccom options = -Oq04,al,ag,cn,Lm,sz,Ic,vo,Lc,Mf,Po,es,rs,sp,In,vc,Pi,Fa,Pe,Rr,Fl,pv,pa,nf,cp,Lx,st,ap,Pg,ug,Lu,dp,Fs,bp,wp! -AeHPC HP92453-01 A.10.32MLP_Out MLP_Out_TMLP_Out2 MLP_Test_MMMLP_TestMLP_Stochastic MLP_Epoch MLP_Train StochStepHyb StochStepDeDwNormDeDwProdDeDwZero DeDwScaleDeDwSave DeDwSaveZeroDeDwSum SetTransFuncSetDefaultFuncs SteepestDirCGDirDerivDir GetGammaDeltaBFGSdir InitBFGSHGetBFGSH LineSearchDecreaseSearch FixedStepMLP_Line LineSearchHyb MLP_LineHyb SetLambda MLP_ResLinEtaDecayShuffleExamplesMLP_Rand InitWeights PrintWeights ReadPatterns CountLexemes getnLexemes getLexemes LearnFree LearnAlloc MLP_PrFFun MLP_PrCFun SaveWeights LoadWeights AllocPatterns FreePatternsMLP_StatInputsMLP_PrintInputStatNormalizeInputs AllocNetwork FreeNetworkGetNetStructure MLP_SetNetMLP_MatrixVectorBiasMLP_MatrixVector MLP_MM2rowsdirdeltaBFGSHGamma ExamplesIndexnet_learn_pat_divers_stat_MessLang OutputWeightsExamplesMemory PatMemory BFGSMemory LearnMemory NetMemory LastAlphafclose MLP_vSigmoidefgetsfscanfMLP_vSigmoideDerivdgels_printffprintffopenrandomfreestrtokstrlenputchar MLP_Sigmoidesscanfmallocstrcpymlp_lapack.o/ 951476251 4850 1307 100644 207044 ` 1(@<<D"h-"d% G"@[FFIlsame_yIAi\IIYijF NIjF NICIAit[FF?@[FF@@ [F FjF FjF F[FF[FF\II\IIBAilaenv_BIilaenv_ Cnb I i\IjIyIAijI It[FFD@([F(FE@0[F0FjF FjF  FjF F[FF\II\IIIilaenv_ IijIjIlII YijI It[FFF@8[F8FG@@[F@FjF FjF  FjF F[FF\II\IIIilaenv_ IijIjIlII YYit[FFH@H[FHFI@P[FPFjF FjF F[FF[FF\II\IIIilaenv_ I i\IjIyIAijI It[FFJ@X[FXFK@`[F`FjF FjF  FjF F[FF\II\IIIilaenv_ IijIjIlII YijI It[FFL@h[FhFM@p[FpFjF FjF  FjF F[FF\II\IIIilaenv_ IijIjIlII YYijF NIjF NICIjF NIjF NIIIijI!jIjF  NICIjIjF  NIIjI rIINwsizeIijIQ@I jF@ FQWQYijF (NI\IyIAijF (NIxIIitO@x[FxF[FFQPxerbla_QIxerbla_(Ii\IIYijF NIjF NIaIjF NIjF NIIIijIjF  NIaIjIjF  NII\Ii jF@%NQ\QCQjF@%NQjF@%NQxQQQ&?Y>i \Q՞scale'Q'i \Q?՟ssq*Q*ijF %NI\IIjF %NIrI\IIՠi__1%I%ijF %NIաi__2%I%i\Iբix)I)\IjF %NI\IdIjI)jF %NI\IIjF %NIrI\IICII BjI)jF %NI\IIjF %NIrI\IIaII BIyIAAYBijF@%jI)\IIXINQ\QyQACijF@%jI)\IIXINQգd__1%Q%jQ%Qդabsxi(Q(ijQ'jQ(dQADijQ'jQ(-QQ%ijQ*jQ%jQ%rQrQ\Q?QQ*ijQ(Q'EYDijQ(jQ'-QQ%i jQ%jQ%rQjQ*QQQQ*(QYEYCY@ijF %NIjI)IIII)(I\IjF %NI\IdIjI)jF %NI\IIjF %NIrI\IICII BjI)jF %NI\IIjF %NIrI\IIaII BIyIBYAi%jQ'jQ*rQQ&Y?Y=i(jQ&եret_val%Q%i)jQ%Q'L7dnrm2_%էզdgelq2_;dgelq2_I+i,k-aii.ըm++BF+թn++BF+ժa/+BF+իlda++ BF+լtau/+BF+խwork/+BF+ծinfo++BF+i\IjF +FIWIijF +NI\IdIAFi\IjF +FIWIGYFijF +NI\IdIAHi\IjF +FIWIIYHijF + NI\IjF +NICI\IjF +NIIdIAJi\IjF +FIWIYJYIYGijF +NI\IyIAKijF +NIxIկi__1+I+itհ@[FF[F+FIxerbla_(Ii\IIYKijF +NIjF +NIaIjF +NIjF +NIIձk-I-ijI-I+i\Iղi,I,jI,jI-aIAMYNijF +NIjI,I\IIճi__2+I+ijI,\IIմi__3+I+ijF@+jI,\IIjI,\IIjF + NIrIIXIյ@/+F+jF@+jI,\IIjI,\IIjF +NIaIjI,\IIjF +NII\IIjF + NIrIIXIն@/+F+t[F+FjF+FjF+FjF + FjF@+jI,\IIXIFոշdlarfg_Idlarfg_(IijI,jF +NIdIAOijF@+jI,\IIjI,\IIjF + NIrIIXINQչaii.Q.i\Q?jF@+jI,\IIjI,\IIjF + NIrIIXIFQWQijF +NIjI,II+ijF +NIjI,I\III+ijF@+jI,\IIjI,\IIjF + NIrIIXIպ@/+F+jF@+jI,\II\IIjI,\IIjF + NIrIIXIջ@/+ F+ tռ@[FF[F+F[F+FjF+FjF + FjF@+jI,\IIXIFjF+ FjF + FjF@+Fվսdlarf_Idlarf_ (IijQ.jF@+jI,\IIjI,\IIjF + NIrIIXIFQWQYOYLijI,QII,(IjI,jI-aINYMi\II'L 7dgelq2_%;dgelqf_I/c__10տc__10RM0c_n11c_n11RM1c__32c__32RM2c__23c__23RM3i4k5nbmin6iinfo7ib8nb9nx:ldwork;iws<m+/BF/n+/BF/a//BF/lda+/ BF/tau//BF/work//BF/lwork+/BF/info+/BF/i'\IjF /FIWIi(jF /NI\IdIAPi)\IjF /FIWIQYPi*jF /NI\IdIARi+\IjF /FIWISYRi,jF / NI\IjF /NICI\IjF /NIIdIATi-\IjF /FIWIUYTi.jF /NI\IjF /NICI\IjF /NIIdIAVi/\IjF /FIWIYVYUYSYQi1jF /NI\IyIAWi2jF /NIxIi__1/I/i3t@ [F F[F/FIxerbla_(Ii4\IIYWi9jF /NIjF /NIaIjF /NIjF /NIIk5I5i:jI5\Ic__1>RM>i?k@aiiAm+=BF=n+=BF=a/=BF=lda+= BF=tau/=BF=work/=BF=info+=BF=i\IjF =FIWIijF =NI\IdIAci\IjF =FIWIdYcijF =NI\IdIAei\IjF =FIWIfYeijF = NI\IjF =NICI\IjF =NIIdIAgi\IjF =FIWIYgYfYdijF =NI\IyIAhijF =NIxIi__1=I=it@[FF[F=FIxerbla_(Ii\IIYhi jF =NIjF =NIaIjF =NIjF =NIIk@I@i jI@I=i \Ii?I?jI?jI@aIAjYkijF =NIjI?I\IIi__2=I=ijI?\IIi__3=I=ijF@=jI?\IIjI?\IIjF = NIrIIXI@/=F=jF@=jI?\IIjF =NIaIjI?\IIjF =NII\IIjI?\IIjF = NIrIIXI@/=F=t[F=FjF=FjF=F[F>FjF@=jI?\IIXIFIdlarfg_(IijI?jF =NIdIAlijF@=jI?\IIjI?\IIjF = NIrIIXINQaiiAQAi\Q?jF@=jI?\IIjI?\IIjF = NIrIIXIFQWQijF =NIjI?I\III=ijF =NIjI?II=ijF@=jI?\IIjI?\IIjF = NIrIIXI@/=F=jF@=jI?\IIjI?\II\IIjF = NIrIIXI@/= F= t@[FF[F=F[F=FjF=F[F>FjF@=jI?\IIXIFjF= FjF = FjF@=FIdlarf_ (Ii jQAjF@=jI?\IIjI?\IIjF = NIrIIXIFQWQYlYii jI?QII?(IjI?jI@aIkYji$\II'L 7dgeqr2_%;dgeqrf_IBc__1Cc__1CRMCc_n1Dc_n1DRMDc__3Ec__3ERMEc__2Fc__2FRMFiGkHnbminIiinfoJibKnbLnxMldworkNiwsOm+B BFB n+B BFB a/B BFB lda+B  BFB tau/B BFB work/BBFBlwork+BBFBinfo+BBFBi\IjF BFIWIijF BNI\IdIAmi\IjF BFIWInYmijF BNI\IdIAoi\IjF BFIWIpYoijF B NI\IjF BNICI\IjF BNIIdIAqi\IjF BFIWIrYqijF BNI\IjF BNICI\IjF BNIIdIAsi\IjF BFIWIYsYrYpYnijF BNI\IyIAtijF BNIxIi__1BIBit@[FF[FBFIxerbla_(Ii\IIYtijF BNIjF BNIaIjF BNIjF BNIIkHIHijIH\I=dlamc2_>Idlamc2_(IijITQ@I ?baseSQSijIaQ@I @t]Q]i\IjIZyIAi\Q?ArndbQbi\IjIaIBi__1QIQit[FSF[FQFDCpow_diDQpow_di\Q@-QQcYi\QQbi\IjIaIIQit[FSF[FQFQpow_diQcYijQcjQSrQEprecVQVijIXQ@I FeminUQUijIYQ@I GemaxWQWijQ[Hsfmin`Q`i\Q?jQ\-QIsmall_Q_ijQ_jQ`CQAijQ_jQc\Q?QrQQ`YYi\ItjFQFJ@ [F FIlsame_yIAijQcKrmach^Q^Yi\ItjFQFL@([F(FIlsame_yIAijQ`Q^Yi\ItjFQFM@0[F0FIlsame_yIAijQSQ^Yi\ItjFQFN@8[F8FIlsame_yIAijQVQ^Yi\ItjFQFO@@[F@FIlsame_yIAijQ]Q^Yi\ItjFQFP@H[FHFIlsame_yIAijQbQ^Yi\ItjFQFQ@P[FPFIlsame_yIAijQUQ^Yi\ItjFQFR@X[FXFIlsame_yIAijQ[Q^Yi\ItjFQFS@`[F`FIlsame_yIAijQWQ^Yi\ItjFQFT@h[FhFIlsame_yIAijQ\Q^YYYYYYYYYYijQ^Uret_valQQQijQQQ'L7dlamch_%WVdlamc1_W;dlamc1_IdfirsteXfirsteRMelrndfagbhcifjlbetaksavecllieee1mt1nt2oltponeqqtrrYbeta+dZBFdZt+d[BFd[rnd+d\BFd\ieee1+d BFdi \IjIeyIAi \IIei\Q?]oneqQqi \Q?^agQgi!\Q?_ciQii$Yi%jQijQqYiBjQ|jQzdQAiCjQ|QzYiNjQjIQ@I -QrbaseQiOjQsmallQiP\IiIjI\IaIAYiQjQjQrQQsiRt[FsF[F{FQdlamc3_QYiPjIQII(IjI\IaIYiUt[FF[FFQdlamc3_Q|iVtngpmin[FF[FF[FFdlamc4_Idlamc4_(IiWjQxQQsiXtngnmin[FF[FsF[FFIdlamc4_(IiYtgpmin[FF[F|F[FFIdlamc4_(IiZjQ|xQQsi[tgnmin[FF[FsF[FFIdlamc4_(Ii\\IieeewIwi^jIjIt:@[FF;@[FF<@ [F F=@[FFjF FjF F[FFjF@FjF  FjF@4FjF 8FIdtrmm_ (Ii @jF NIjF NIIIAi DjF NIjF NIIIi EjF@,\IjF NI\II\IIjF 0NIrIIXI>@/ F t?@ [F F@@ [F FjF FjF F[FF[FFjF FjF 0FjF@jF NI\II\II\IIXIFjF  F[FFjF@4FjF 8FIdgemm_ (IYi MtA@[FFB@[FFjFFC@ [F FjF FjF F[FFjF@$FjF (FjF@4FjF 8FIdtrmm_ (Ii RjF NIjF NIIIAi VjF NIjF NIIIi WjF@,\IjF NI\II\IIjF 0NIrIIXID@/FtE@ [F FF@ [F FjF F[FFjF F[FFjF@4FjF 8FjF@jF NI\II\II\IIXIFjF  F[FFjFFjF 0FIdgemm_ (IYi ^tG@[FFH@[FFI@ [F FJ@0[F0FjF FjF F[FFjF@FjF  FjF@4FjF 8FIdtrmm_ (Ii cjF NIIi d\IIjIjF NIaIAYi ejF NIIi f\IIjIjF NIaIAYi gjF@4jI\IIjI\IIjF 8NIrIIXINQjF@,jI\IIjI\IIjF 0NIrIIXI6FNQQFQQTQ(QYi fjIQII(IjIjF NIaIYYi djIQII(IjIjF NIaIYYYYi t\ItjFFK@8[F8FIlsame_yIA i ~jF NIIi \IIjIjF NIaIA"Y#i jF@4\IjI\IIjF 8NIrIIXIL@/FtjF FjF@,jF NIjF NIIjII\II\IIXIFjF 0FjFF[FFIdcopy_(IY!i jIQII(IjIjF NIaI#Y"i tM@@[F@FN@H[FHFO@P [FP FP@`[F`FjF FjF F[FFjF@jF NIjF NII\II\II\IIXIFjF  FjF@4FjF 8FIdtrmm_ (Ii jF NIjF NIIIA$i jF NIjF NIIIi tQ@h [Fh FR@x [Fx FjF FjF F[FF[FFjF@,FjF 0FjF@FjF  F[FFjF@4FjF 8FIdgemm_ (IY$i tS@[FFT@[FF[FFU@ [F FjF FjF F[FFjF@$FjF (FjF@4FjF 8FIdtrmm_ (Ii jF NIjF NIIIA%i jF NIjF NIIIi tV@ [F FW@ [F F[FFjF FjF F[FFjF@FjF  FjF@4FjF 8F[FFjF@,FjF 0FIdgemm_ (IY%i tX@[FFY@[FFZ@ [F F[@[FFjF FjF F[FFjF@jF NIjF NII\II\II\IIXIFjF  FjF@4FjF 8FIdtrmm_ (Ii jF NIIi \IIjIjF NIaIA'Y(i jF NIIi \IIjIjF NIaIA*Y+i jF@4jI\IIjI\IIjF 8NIrIIXINQjF@,jF NIjF NIIjII\IIjI\IIjF 0NIrIIXI6FNQQFQQTQ(QY)i jIQII(IjIjF NIaI+Y*Y&i jIQII(IjIjF NIaI(Y',Y i \ItjFF\@[FFIlsame_yIA-i jF NIIi \IIjIjF NIaIA/Y0i jF@,\IjF NIjF NIIjII\IIjF 0NIrIIXI]@/FjF@4\IjI\IIjF 8NIrIIXI^@/FtjF FjFF[FFjFF[FFIdcopy_(IY.i jIQII(IjIjF NIaI0Y/i t_@[FF`@[FFa@ [F Fb@[FFjF FjF F[FFjF@jF NIjF NII\II\II\IIXIFjF  FjF@4FjF 8FIdtrmm_ (Ii jF NIjF NIIIA1i jF NIjF NIIIi tc@ [F Fd@0 [F0 FjF FjF F[FF[FFjF@,FjF 0FjF@FjF  F[FFjF@4FjF 8FIdgemm_ (IY1i te@@[F@Ff@H[FHFjFFg@P [FP FjF FjF F[FFjF@$FjF (FjF@4FjF 8FIdtrmm_ (Ii jF NIjF NIIIA2i jF NIjF NIIIi th@` [F` Fi@p [Fp FjF F[FFjF F[FFjF@4FjF 8FjF@FjF  F[FFjF@,FjF 0FIdgemm_ (IY2i tj@[FFk@[FFl@ [F Fm@[FFjF FjF F[FFjF@jF NIjF NII\II\II\IIXIFjF  FjF@4FjF 8FIdtrmm_ (Ii jF NIIi \IIjIjF NIaIA4Y5i jF NIIi \IIjIjF NIaIA7Y8i jF@4jI\IIjI\IIjF 8NIrIIXINQjF@,jI\IIjF NIjF NIIjII\IIjF 0NIrIIXI6FNQQFQQTQ(QY6i jIQII(IjIjF NIaI8Y7Y3i jIQII(IjIjF NIaI5Y4Y-Y,Y9Yi \ItjF Fn@[FFIlsame_yIA:i \ItjFFo@[FFIlsame_yIA;i \ItjFFp@[FFIlsame_yIAY?i jF@4\IjI\IIjF 8NIrIIXIq@/ F tjF FjF@,jI\II\IIXIFjF 0FjF F[FFIdcopy_(IY=i jIQII(IjIjF NIaI?Y>i tr@[FFs@[FFt@ [F Fu@[FFjF FjF F[FFjF@FjF  FjF@4FjF 8FIdtrmm_ (Ii jF NIjF NIIIA@i jF NIjF NIIIi jF@\IjF NI\II\IIjF  NIrIIXIv@/$F$tw@ [F Fx@ [F FjF FjF F[FF[FFjF@,jF NI\II\II\IIXIFjF 0FjF$FjF  F[FFjF@4FjF 8FIdgemm_ (IY@i $ty@[FFz@[FF[FF{@ [F FjF FjF F[FFjF@$FjF (FjF@4FjF 8FIdtrmm_ (Ii )jF NIjF NIIIAAi -jF NIjF NIIIi .jF@\IjF NI\II\IIjF  NIrIIXI|@/(F(t}@( [F( F~@8 [F8 F[FFjF FjF F[FFjF(FjF  FjF@4FjF 8F[FFjF@,jF NI\II\II\IIXIFjF 0FIdgemm_ (IYAi 5t@H[FHF@P[FPF@X [FX F@h[FhFjF FjF F[FFjF@FjF  FjF@4FjF 8FIdtrmm_ (Ii :jF NIIi ;\IIjIjF NIaIACYDi jF@4jI\IIjI\IIjF 8NIrIIXINQjF@,jI\IIjI\IIjF 0NIrIIXI6FNQQFQQTQ(QYEi =jIQII(IjIjF NIaIGYFYBi ;jIQII(IjIjF NIaIDYCHY<i D\ItjFF@p[FpFIlsame_yIAIi NjF NIIi O\IIjIjF NIaIAKYLi PjF@,\IjI\IIjF 0NIrIIXI@/,F,jF@4\IjI\IIjF 8NIrIIXI@/0F0tjF FjF,F[FFjF0F[FFIdcopy_(IYJi OjIQII(IjIjF NIaILYKi Vt@x[FxF@[FF@ [F F@[FFjF FjF F[FFjF@FjF  FjF@4FjF 8FIdtrmm_ (Ii XjF NIjF NIIIAMi \jF NIjF NIIIi ]jF@,\IjF NI\II\IIjF 0NIrIIXI@/4F4jF@\IjF NI\II\IIjF  NIrIIXI@/8F8t@ [F F@ [F FjF FjF F[FF[FFjF4FjF 0FjF8FjF  F[FFjF@4FjF 8FIdgemm_ (IYMi et@[FF@[FFjFF@ [F FjF FjF F[FFjF@$FjF (FjF@4FjF 8FIdtrmm_ (Ii jjF NIjF NIIIANi njF NIjF NIIIi ojF@\IjF NI\II\IIjF  NIrIIXI@/<F<jF@,\IjF NI\II\IIjF 0NIrIIXI@/@F@t@ [F F@ [F FjF F[FFjF F[FFjF@4FjF 8FjF<FjF  F[FFjF@FjF 0FIdgemm_ (IYNi vt@ [F F@ [F F@  [F  F@ [F FjF FjF F[FFjF@FjF  FjF@4FjF 8FIdtrmm_ (Ii |jF NIIi }\IIjIjF NIaIAPYQi ~jF NIIi \IIjIjF NIaIASYTi jF@4jI\IIjI\IIjF 8NIrIIXINQjF@,jI\IIjI\IIjF 0NIrIIXI6FNQQFQQTQ(QYRi jIQII(IjIjF NIaITYSYOi }jIQII(IjIjF NIaIQYPYIYHUY;i \ItjFF@ ([F (FIlsame_yIAVi jF NIIi \IIjIjF NIaIAXYYi jF@4\IjI\IIjF 8NIrIIXI@/DFDtjF FjF@,jF NIjF NIIjII\II\IIXIFjF 0FjFDF[FFIdcopy_(IYWi jIQII(IjIjF NIaIYYXi jF@\IjF NIjF NII\II\IIjF  NIrIIXI@/HFHt@ 0[F 0F@ 8[F 8F@ @ [F @ F@ P[F PFjF FjF F[FFjFHFjF  FjF@4FjF 8FIdtrmm_ (Ii jF NIjF NIIIAZi jF NIjF NIIIi t@ X [F X F@ h [F h FjF FjF F[FF[FFjF@,FjF 0FjF@FjF  F[FFjF@4FjF 8FIdgemm_ (IYZi t@ x[F xF@ [F F[FF@ [F FjF FjF F[FFjF@$FjF (FjF@4FjF 8FIdtrmm_ (Ii jF NIjF NIIIA[i jF NIjF NIIIi t@ [F F@ [F F[FFjF FjF F[FFjF@FjF  FjF@4FjF 8F[FFjF@,FjF 0FIdgemm_ (IY[i jF@\IjF NIjF NII\II\IIjF  NIrIIXI@/LFLt@ [F F@ [F F@ [F F@ [F FjF FjF F[FFjFLFjF  FjF@4FjF 8FIdtrmm_ (Ii jF NIIi \IIjIjF NIaIA]Y^i jF NIIi \IIjIjF NIaIA`Yai jF@4jI\IIjI\IIjF 8NIrIIXINQjF@,jF NIjF NIIjII\IIjI\IIjF 0NIrIIXI6FNQQFQQTQ(QY_i jIQII(IjIjF NIaIaY`Y\i jIQII(IjIjF NIaI^Y]bYVi \ItjFF@ [F FIlsame_yIAci jF NIIi \IIjIjF NIaIAeYfi jF@,\IjF NIjF NIIjII\IIjF 0NIrIIXI@/PFPjF@4\IjI\IIjF 8NIrIIXI@/TFTtjF FjFPF[FFjFTF[FFIdcopy_(IYdi jIQII(IjIjF NIaIfYei jF@\IjF NIjF NII\II\IIjF  NIrIIXI@/XFXt@ [F F@ [F F@ [F F@ [F FjF FjF F[FFjFXFjF  FjF@4FjF 8FIdtrmm_ (Ii jF NIjF NIIIAgi jF NIjF NIIIi t@  [F  F@ [F FjF FjF F[FF[FFjF@,FjF 0FjF@FjF  F[FFjF@4FjF 8FIdgemm_ (IYgi t@ 0[F 0F@ 8[F 8FjFF@ @ [F @ FjF FjF F[FFjF@$FjF (FjF@4FjF 8FIdtrmm_ (Ii jF NIjF NIIIAhi jF NIjF NIIIi t@ P [F P F@ ` [F ` FjF F[FFjF F[FFjF@4FjF 8FjF@FjF  F[FFjF@,FjF 0FIdgemm_ (IYhi jF@\IjF NIjF NII\II\IIjF  NIrIIXI@/\F\t@ p[F pF@ x[F xF@ [F F@ [F FjF FjF F[FFjF\FjF  FjF@4FjF 8FIdtrmm_ (Ii jF NIIi \IIjIjF NIaIAjYki jF NIIi \IIjIjF NIaIAmYni jF@4jI\IIjI\IIjF 8NIrIIXINQjF@,jI\IIjF NIjF NIIjII\IIjF 0NIrIIXI6FNQQFQQTQ(QYli jIQII(IjIjF NIaInYmYii jIQII(IjIjF NIaIkYjYcYbYUY:Y9i \II'L7dlarfb_%;dlarfg_Ibetajxnormsafminrsafmnkntn+BFalpha/BFx/BFincx+ BFtau/BFi ljF NI\IaIAoi m\QjF@FQWQi n\IIYoi qjF NI\IIi__1Ii rt[FFjF@FjF  FQdnrm2_xnormQi tjQ\QjI\ICIAi@jF NI\IIi__1IiAjF NI\IdIjF NIjI\ICIjI\IIIIAYiB\IjF $FIWIYiEjF NI\IIIiFjF NI\IdIjF NIjI\ICIjI\IIIIjI\IabsxiQijF@ NQjQdQAijF@ NQjQ-QQijF@NQjQjQrQrQ\Q?QjF@FQWQijQjF@ FQWQYijQjF@ NQ-QQijQjQrQjF@6FNQQFQQTQ(QYYYijF NIjIIIII(I\IjF NI\IdIjIjF NI\IIjF NIrI\IICII BjIjF NI\IIjF NIrI\IIaII BIyIYYi\II'L7dlassq_%@?dorm2r_@;dorm2r_I c__1Ac__1RMleftii1i2i3icjcmininqnotranaiiBside)CBFCtrans)DBFDm+EBFEn+ FBFFk+GBFGa/HBFHlda+IBFItau/JBFJc/ KBFKldc+$LBFLwork/(MBFMinfo+,BFiQ\IjF ,FIWIiRtjFFN@ [F FIlsame_OleftIiStjFFP@ [F FIlsame_QnotranIiW\IjIyIAiXjF NIRnqIYiZjF  NIIYi\\IjIyI\ItjFFS@ [F FIlsame_yIi]\IjF ,FIWIYi^\IjIyI\ItjFFT@ [F FIlsame_yIi_\IjF ,FIWIYi`jF NI\IdIAia\IjF ,FIWIYibjF  NI\IdIAic\IjF ,FIWI YidjF NI\IdI"jF NIjIIIA!Y"ie\IjF ,FIWI#Y!ifjF NI\IjICI\IjIIdIA$ig\IjF ,FIWI%Y$ihjF $NI\IjF NICI\IjF NIIdIA&ii\IjF ,FIWIY&Y%Y#Y YYYikjF ,NI\IyIA'iljF ,NIxIUi__1IimtV@ [F F[FFIxerbla_(Iin\IIY'isjF NI\IY=i.jF NI\IdI@jF NIjIIIA?Y@i/\IjF ,FIWIAY?i0jF NI\IjF NICI\IjF NIIdIABi1\IjF ,FIWICYBi2jF $NI\IjF NICI\IjF NIIdIADi3\IjF ,FIWIYDYCYAY>Y<Y:Y8i5jF ,NI\IyIAEi6jF ,NIxIxi__1Ii7ty@ [F F[FFIxerbla_(Ii8\IIYEi=jF NI\I\IIYFiA\IjIyIAJ\IjIyIIYJ\IjIyIH\IjIyIHYIiB\Izi1IiCjF NI{i2IiD\I|i3IKYHiFjF NIIiG\IIiH\IIYKiK\IjIyIALiLjF  NI}niIiM\I~jcIMYLiOjF NImiIiP\IicIYMiSjIIiTjIi__2IiUjIiI\IjI\IdIjIjICII BjIjIaII BIyIAOYPiV\IjIyIAQiZjF NIjII\IIIi[jIIRYQi`jF  NIjII\IIIiajIIYRifjF@jI\IIjI\IIjF NIrIIXINQaiiQig\Q?jF@jI\IIjI\IIjF NIrIIXIFQWQihjF@jI\IIjI\IIjF NIrIIXI@/FjF@ jI\IIjI\IIjF $NIrIIXI@/FtjFF[FF[FFjFFjF FjF@jI\IIXIFjFFjF $FjF@(FIdlarf_ (IiijQjF@jI\IIjI\IIjF NIrIIXIFQWQYNiUjIjIIIII(I\IjI\IdIjIjICII BjIjIaII BIyIPYOil\II'L7dorml2_%;dormlq_I c__1c__1RMc_n1c_n1RMc__2c__2RMc__65c__65RMAleftitnbminiinfo i1 i2 i3 ib icjcnbmininqnwnotranldworktranstiwsside)BFtrans)BFm+BFn+ BFk+BFa/BFlda+BFtau/BFc/ BFldc+$BFwork/(BFlwork+,BFinfo+0BFi\IjF 0FIWIitjFF@ [F FIlsame_leftIitjFF@ [F FIlsame_notranIi \IjIyIASi jF NInqIi jF  NInwITYSijF  NIIijF NIIYTi\IjIyIU\ItjFF@ [F FIlsame_yIUi\IjF 0FIWIVYUi\IjIyIW\ItjFF@ [F FIlsame_yIWi\IjF 0FIWIXYWijF NI\IdIAYi\IjF 0FIWIZYYijF  NI\IdIA[i\IjF 0FIWI\Y[ijF NI\IdI^jF NIjIIIA]Y^i\IjF 0FIWI_Y]ijF NI\IjF NICI\IjF NIIdIA`i\IjF 0FIWIaY`ijF $NI\IjF NICI\IjF NIIdIAbi\IjF 0FIWIcYbijF ,NI\IjICI\IjIIdIAdi \IjF 0FIWIYdYcYaY_Y\YZYXYVi"jF 0NI\IyIAei#jF 0NIxIi__1Ii$t@ [F F[FFIxerbla_(Ii%\IIYei*jF NI\IjF ,NIjI-IIiA\I[FFIWIjF[FFFWFiB\I[FQFFIWIjF[FQFFFWFiCt[F F[FF[FF[FF\IIPs_catiD\IIt[FF@ ([F (F[F FjF FjF  FjF F[FF\II\IIIilaenv_ I iFjIjI lIIYijYhiIjIIYjiLjIjIdIljIjF NICIAkYliPtjFFjFFjF FjF  FjF FjF@FjF FjF@FjF@ FjF $FjF@(Fiinfo [F FIdorml2_ (ImYkiV\IjIyIAp\IjIyIoYp\IjIyIn\IjIyInYoiW\Ii1 I iXjF NIi2 I iYjIi3 I qYni[jF NI\IIjI-IjIrI\III i\\II i]jIxII Yqi`\IjIyIAriajF  NIniIib\IjcIsYridjF NImiIie\IicIYsih\IjIyIAtii\LT transt[FݝFLWLuYtik\LN[FݝFLWLYuinjI IiojI I ipjI iI\IjI \IdIjIjI CII BjIjI aII BIyIAwYxirjIi__4IjF NIjII\IIi__5IisjIjInIib I ixjIjII\IIIiyjF@jI\IIjI\IIjF NIrIIXI@/Ft@ 0[F 0F@ 8[F 8F[FF[F FjFFjF FjF@jI\IIXIF @t[FF[FFIdlarft_ (Ii{\IjIyIAyijF NIjII\IIIijIIzYyijF  NIjII\IIIijIIYzijF@jI\IIjI\IIjF NIrIIXI@/FjF@ jI\IIjI\IIjF $NIrIIXI@/FtjFF[FF@ @[F @F@ H[F HF[FF[FF[F FjFFjF F[FF[FFjFFjF $FjF@(F[FFIdlarfb_(IYvipjI jIIIII(I\IjI \IdIjIjI CII BjIjI aII BIyIxYwYmijIQ@I jF@(FQWQi\II'L"7dormlq_%;dormqr_I c__1c__1RMc_n1c_n1RMc__2c__2RMc__65c__65RMAleftit nbmin!iinfo"i1#i2$i3%ib&ic'jc(nb)mi*ni+nq,nw-notran.ldwork/iws0side)BFtrans)BFm+BFn+ BFk+BFa/BFlda+BFtau/BFc/ BFldc+$BFwork/(BFlwork+,BFinfo+0BFi(\IjF 0FIWIi)tjFF@ P[F PFIlsame_leftIi*tjFF@ X[F XFIlsame_notran.I.i.\IjIyIA{i/jF NInq,I,i0jF  NInw-I-|Y{i2jF  NII,i3jF NII-Y|i5\IjIyI}\ItjFF@ `[F `FIlsame_yI}i6\IjF 0FIWI~Y}i7\IjI.yI\ItjFF@ h[F hFIlsame_yIi8\IjF 0FIWIYi9jF NI\IdIAi:\IjF 0FIWIYi;jF  NI\IdIAi<\IjF 0FIWIYi=jF NI\IdIjF NIjI,IIAYi>\IjF 0FIWIYi?jF NI\IjI,CI\IjI,IdIAi@\IjF 0FIWIYiAjF $NI\IjF NICI\IjF NIIdIAiB\IjF 0FIWIYiCjF ,NI\IjI-CI\IjI-IdIAiD\IjF 0FIWIYYYYYYYY~iFjF 0NI\IyIAiGjF 0NIxIi__1IiHt@ p[F pF[FFIxerbla_(IiI\IIYiNjF NI\Iispec+1BF1name)1BF1opts)1BF1n1+1 BF1n2+1 BF1 n3+1 BF1 n4+1 BF1 name_len1 BI1 opts_len1 BI1i jF 1NIIi Yi i Yi i Yi i Yi iYiiYiiYiiYiYi\I ret_val1I1ijI1IiYi\II1it subnam>[F>FjF1F\IIjI1Is_copyPs_copyi[F>NLI Lic:I:i \IZiz<I<i!jI<\IZݝFLWLi'\Ii2I2jI2\IaIAYi([F>jI2\IIXINLI LI:i)jI:\IaCIAjI:\IzaIAi*jI:\I II I II L ILL [F>jI2\IIXIݝFLWLYYi'jI2QII2(IjI2\IaIYYYi0jI<\IݝFLWLi7\II2jI2\IaIAYi8[F>jI2\IIXINLI LI:i9jI:\ICIAjI:\IaIYjI:\ICIAjI:\IaIYjI:\ICIAjI:\IaIAYi;jI:\I@II I II L ILL [F>jI2\IIXIݝFLWLYYi7jI2QII2(IjI2\IaIYYYiAjI<\IݝFLWLiG\II2jI2\IaIAYiH[F>jI2\IIXINLI LI:iIjI:\ICIAjI:\IaIAiJjI:\I II I II L ILL [F>jI2\IIXIݝFLWLYYiGjI2QII2(IjI2\IaIYYYYYiQ[F>NL c16[F6ݝFLWLiR[F6NLI L\ISQF@)1F1t c27[F7FjF1F\II\IIPs_copyiX[F>QF@)1F1t c38[F8FjF1F\II\IIPs_copyiY[F8QF@)1F1t!  c4!9[F9FjF1F\II\IIPs_copyi[jF 1NIIi\Yi\i]Yi]i^Yi^YiaYii\I"nb;I;ikt[F7F#@ [F F\II\II%$s_cmp%Is_cmp\I@ [F F\II\IIIs_cmp\Ii\IjI4yIA?i\II5@Y?i\II5Y@Y>Y=Y9Y5AY0i"t[F7Fi@[FF\II\IIIs_cmp\Ii3jI\QII\(IjI\jF WNIaI@Y?Y=i9jF WNIjI`IIII`(IY:i.jI]QII](IjI]jF WNIaIjF q NI\IjIxCI\IjIxIdIAi?\I IrYi@jF q(NI\IjF qNICI\IjF qNIIdIAiA\I IrYYYYYYYYiCjIr\IyIAiDt7@[FF[FrFIxerbla_(IiE\IIYiJjF qNI\ItempsQsikjIv\II?i__3qIqil\IItjItjIv\IIaIAYimjQsjF@qjIt\IIjIv\IIjF q NIrIIXINQrQjF@q$jIt\IIjIu\IIjF q(NIrIIXI6FNQQFQQTQ(QYiljItQIIt(IjItjIv\IIaIYip\IjIzyIAiqjF@qjIv\IIjIv\IIjF q NIrIIXINQjQsQQrQQs(QYisjQsjF@q$jIv\IIjIu\IIjF q(NIrIIXIFQWQYYihjIvQIIv(IjIvjF qNIaIYYifjIuQIIu(IjIujF qNIaIYYizjF qNIIqi{\IIujIujF qNIaIAYi|jF qNIIvjIv\ICIAYi}jF@q$jIv\IIjIu\IIjF q(NIrIIXINQ\QyQAi~jF@qNQjF@q$jIv\IIjIu\IIjF q(NIrIIXINQrQQsijQsjF@q$jIv\IIjIu\IIjF q(NIrIIXIFQWQi\IjIzyIAijF@qjIv\IIjIv\IIjF q NIrIIXINQjF@q$jIv\IIjIu\IIjF q(NIrIIXI6FNQQFQrQTQ(QYijF qNIIqijIv\IIItjItjF qNIaIAYijQsjF@qjIt\IIjIv\IIjF q NIrIIXINQrQjF@q$jIt\IIjIu\IIjF q(NIrIIXI6FNQQFQQTQ(QYijItQIIt(IjItjF qNIaIYYYi|jIvQIIv(IjIv\ICIYYi{jIuQIIu(IjIujF qNIaIYYYi\IjIyyIAijF qNIIqi\IIujIujF qNIaIAYijF qNIItjIt\ICIAYijF@q$jIt\IIjIu\IIjF q(NIrIIXINQQsi\IjIzyIAijF@qjIt\IIjIt\IIjF q NIrIIXINQjQsQQrQQs(QYijIt\IIIqi\IIvjIvjIt\IIaIAYijF@qjIv\IIjIt\IIjF q NIrIIXINQjF@q$jIv\IIjIu\IIjF q(NIrIIXINQrQjQsQQQQs(QYijIvQIIv(IjIvjIt\IIaIYijF@qNQjQsrQjF@q$jIt\IIjIu\IIjF q(NIrIIXIFQWQYijItQIIt(IjIt\ICIYYijIuQIIu(IjIujF qNIaIYYijF qNIIqi\IIujIujF qNIaIAYijF qNIIqi\IItjItjF qNIaIAYijF@q$jIt\IIjIu\IIjF q(NIrIIXINQQsi\IjIzyIAijF@qjIt\IIjIt\IIjF q NIrIIXINQjQsQQrQQs(QYijF qNIIqijIt\IIIvjIvjF qNIaIAYijF@qjIv\IIjIt\IIjF q NIrIIXINQjF@q$jIv\IIjIu\IIjF q(NIrIIXINQrQjQsQQQQs(QYijIvQIIv(IjIvjF qNIaIYijF@qNQjQsrQjF@q$jIt\IIjIu\IIjF q(NIrIIXIFQWQYijItQIIt(IjItjF qNIaIYYijIuQIIu(IjIujF qNIaIYYYYi\ItjFqF@@[FFIlsame_yIAi\IjIyyIAijF qNIIujIu\ICIAYijF@qNQQsi\IjIzyIAijF@qjIu\IIjIu\IIjF q NIrIIXINQjQsQQrQQs(QYijF qNIIqi\IItjItjF qNIaIAYijQsjF@q$jIt\IIjIu\IIjF q(NIrIIXINQrQjF@q$jIt\IIjIu\IIjF q(NIrIIXIFQWQYijItQIIt(IjItjF qNIaIYijIu\IIIqi\IIvjIvjIu\IIaIAYijF@qjIv\IIjIu\IIjF q NIrIIXINQ\QyQAijF@qNQjF@qjIv\IIjIu\IIjF q NIrIIXINQrQQsijF qNIIqi\IItjItjF qNIaIAYijQsjF@q$jIt\IIjIv\IIjF q(NIrIIXINQrQjF@q$jIt\IIjIu\IIjF q(NIrIIXI6FNQQFQQTQ(QYijItQIIt(IjItjF qNIaIYYYijIvQIIv(IjIvjIu\IIaIYYijIuQIIu(IjIu\ICIYYijF qNIIqi\IIujIujF qNIaIAYijF@qNQQsi\IjIzyIAijF@qjIu\IIjIu\IIjF q NIrIIXINQjQsQQrQQs(QYijF qNIIqi\IItjItjF qNIaIAYijQsjF@q$jIt\IIjIu\IIjF q(NIrIIXINQrQjF@q$jIt\IIjIu\IIjF q(NIrIIXIFQWQYijItQIIt(IjItjF qNIaIYijF qNIIqijIu\IIIvjIvjF qNIaIAYijF@qjIv\IIjIu\IIjF q NIrIIXINQ\QyQAijF@qNQjF@qjIv\IIjIu\IIjF q NIrIIXINQrQQsijF qNIIqi\IItjItjF qNIaIAYijQsjF@q$jIt\IIjIv\IIjF q(NIrIIXINQrQjF@q$jIt\IIjIu\IIjF q(NIrIIXI6FNQQFQQTQ(QYijItQIIt(IjItjF qNIaIYYYijIvQIIv(IjIvjF qNIaIYYijIuQIIu(IjIujF qNIaIYYYi\IjIyyIAijF qNIIqi\IIvjIvjF qNIaIAYijIv\IIIqi\IIujIujIv\IIaIAYijF@qjIu\IIjIv\IIjF q NIrIIXINQ\QyQAijF@qNQjF@qjIu\IIjIv\IIjF q NIrIIXINQrQQsijF qNIIqi\IItjItjF qNIaIAYijQsjF@q$jIt\IIjIv\IIjF q(NIrIIXINQrQjF@q$jIt\IIjIu\IIjF q(NIrIIXI6FNQQFQQTQ(QYijItQIIt(IjItjF qNIaIYYYijIuQIIu(IjIujIv\IIaIYijF@qNQQsi\IjIzyIAijF@qjIv\IIjIv\IIjF q NIrIIXINQjQsQQrQQs(QYi jQs\Q?yQAi jF qNIIqi \IItjItjF qNIaIAYi jQsjF@q$jIt\IIjIv\IIjF q(NIrIIXINQrQjF@q$jIt\IIjIv\IIjF q(NIrIIXIFQWQYi jItQIIt(IjItjF qNIaIYYYijIvQIIv(IjIvjF qNIaIYYijF qNIIvjIv\ICIAYijF qNIIqijIv\IIIujIujF qNIaIAYijF@qjIu\IIjIv\IIjF q NIrIIXINQ\QyQAijF@qNQjF@qjIu\IIjIv\IIjF q NIrIIXINQrQQsijF qNIIqi\IItjItjF qNIaIAYijQsjF@q$jIt\IIjIv\IIjF q(NIrIIXINQrQjF@q$jIt\IIjIu\IIjF q(NIrIIXI6FNQQFQQTQ(QYijItQIIt(IjItjF qNIaIYYYijIuQIIu(IjIujF qNIaIYi jF@qNQQsi!\IjIzyIAi"jF@qjIv\IIjIv\IIjF q NIrIIXINQjQsQQrQQs(QYi$jQs\Q?yQAi%jF qNIIqi&\IItjItjF qNIaIA Y i'jQsjF@q$jIt\IIjIv\IIjF q(NIrIIXINQrQjF@q$jIt\IIjIv\IIjF q(NIrIIXIFQWQY i&jItQIIt(IjItjF qNIaI Y YYijIvQIIv(IjIv\ICIYYYYi1\II'L 7dtrmm_%;dtrmv_I{info|temp}i~jixjxkxnounitAuplo){BBF{Btrans){CBF{Cdiag){DBF{Dn+{ EBF{Ea/{FBF{Flda+{GBF{Gx/{HBF{Hincx+{BF{i\IIinfo|I|i\ItjF{FJ@[FFIlsame_yI \ItjF{FK@[FFIlsame_yI i\II| Y i\ItjF{FL@[FFIlsame_yI\ItjF{FM@[FFIlsame_yI\ItjF{FN@[FFIlsame_yIi\II|Yi\ItjF{FO@[FFIlsame_yI\ItjF{FP@[FFIlsame_yIi\II|YijF { NI\IdIAi\II|YijF {NI\IjF { NICI\IjF { NIIdIAi\II|YijF {NI\Ii#jF@{jI\IIXINQQ}i$jIIi%jI\III{i&jF { NII~jI~jI\IICIA@YAi'jQ}jF@{jI~\IIjI\IIjF {NIrIIXINQrQjF@{jI\IIXI6FNQQFQQTQ(Qi(jF {NIjIIIII(IY?i&jI~QII~(IjI~jI\IICIAY@i+\IjIyIABi,jF@{jI\IIjI\IIjF {NIrIIXINQjF@{jI\IIXI6FNQQFQrQTQ(QYBY>i/jF {NIjIIIII(IY;i!jIQII(IjI\ICI=Y<Y:Y0CYi8\ItjF{F^@0[F0FIlsame_yIADi9jF {NI\I\IjIyIAfi ?jF NIlnrowaIgYfi AjF NIIYgi CtjF Fm@@[F@FIlsame_nnounitIi DtjFFo@H[FHFIlsame_pupperIi F\IqinfoIi G\IjIyIh\ItjFFr@P[FPFIlsame_yIhi H\IIiYhi I\IjIyIj\ItjFFs@X[FXFIlsame_yIji J\IIkYji K\ItjFFt@`[F`FIlsame_yIl\ItjFFu@h[FhFIlsame_yIl\ItjFFv@p[FpFIlsame_yIli M\IImYli N\ItjF Fw@x[FxFIlsame_yIn\ItjF Fx@[FFIlsame_yIni O\IIoYni PjF NI\IdIApi Q\IIqYpi RjF NI\IdIAri S\IIsYri TjF  NI\IjICI\IjIIdIAti U\I IuYti VjF (NI\IjF NICI\IjF NIIdIAvi W\I IYvYuYsYqYoYmYkYii YjI\IyIAwi Zty@[FF[FFIxerbla_(Ii [\IIYwi `jF NI\If,#<>f,#; >r@33333<|ZRM@<|Z<|Y<֥#<<RM@@<.۸jh;۸jRM@@@<]9RM@<1 Eyxs< Eyx}E@s33333<0<$<0<$p<0<$-<1K<1J"RM@<ҫ<`}S<2^͊<^|l@ffffffRM @@< KU# <\o<,ogRM @?=#a!M:=#a!M:B=a!M8fffff=%j2@3=%j2@2=j2@0='nj+='nj*z=nj(IRM @@33333=*(RM @=*(=(=pY =,#ȿ=,#ȿ\=#ȿ=F*d`RM@=/B2=/B2 =B2 =M,!·ffffff=1=1Y=!RM@="<犃<6G#<H^nL=3?2=RM@=3?2==#?2== TB<TB߻333333=5t=5=% = U=75R,=75R='5R=Ô<ÔRM@=:V¬|=:V¬z =*V¬tRM@=@F<@8<g6 @J,=J>D=:>9=!)Sm#=)SORM@ч~K=H>}8j3t W#[<>#E4W9=.޴RM@=.3&=,=x8==X1=3= X)U[<<RM@9ffffff=x3`a}=x3_=x3]={KDxC=[KDp#'=5Y= s{xRM@@<k@/<jg9L=I=I=I=~* o=^*|cxRM@=8"Rr=0 7IT09=71zRRM@=71=71=l$[=bl$˿gt==yy=1RM"@=D =D=;=~ =XwBj^=0O"#=,!<ҤԁRM#@7=YYS=YYS=YYS:=; =;C=[ -L=2RM#@@=0!pL<ԙ.8733333====9l=9KlMRM#@=]\=3\M=Ċ<ĊF7=Cr=<=RM#@=nN=F-=`B /=6X \= )0ߜy<)-ԍ7=7RRM$@=7NNPRM$@=8<޻7L=UTM+>TMK=TM2RM+@@=pe=pc`L=N=nVM',5=AUJ%=Uh~5>VkWRM+@>VP=U0=n@1=n[4=%Qdt/=pË Y=C(tQK=(XRM+@5> Ј> 4= ϊO=^uG=^u =V(ω=rCaRM,@=E,rN`=,r+4fffff> %6L> %N=%O=2G/R=2ExRM,@@=F=ty=GfdR=fb 4>`/>`q$=`I RM,@=6E^=6BW=1*[=vp=I܌UI=܌!433333>lRM,@>ov>ԅ=rk=rO=ŻШ=y;=LSM=SRM-@4>o0!6&>o/˒>o/k=Ve=VvR=Sy={b'RM-@@=O[I=Z '4>z:y>z:\>z:=O=̢JJRM-@=fA=~t":=Qtg=!tflg4ffffff>|O2>|Tt>{:gRM-@=tv=ϥ=QD#7= ݔT=SJY-=#JXGor4L>;RM.@>; U> ;ż=} ,4=} )=Az=%:}=UQuA=%QŒuRM.@@4333333>մƯ>ճ> ղPM=S2L=SŤc=쟔N=42RM.@=WII='04> 2 > 2f>2=\C`=\C̔RM.@=eގ=q1=Z '=* -ݗ4>!UV>!TB>SRM/@=]gg=כ]ߌZ=Ww=.A`=\&>N=,%U"^3fffff>#67RM/@@>#6x>6H=O٥=U=)jm=7J=_?q=/_RM/@3>% Ȅj>% Ǜ> q=bX*,=bNl=bZ=yrgRM/@=a Ƹ=1 g)333333>'D8q>'D>Dߪ=ݰ7h=ݰPRM0@=~'FT=ĕJt=clN'r=3lMe3>*izq4>*iynT>ivRM0@@>K =D`83>-0޴F>/RM0@>-0޲0K>0ޯH>uſ=uߞ=#x16= *B@=g/ٻ5>=7/,RM0@3ffffff>0!f6%5X>0!f5!5> !f3>ݔ |=݉3!=4)6 =RM1@=j7ǧ=:7Rp3L>1ӱ%->1ӱ#K>!ӱ!t_">%;=`ARM1@@==Z=ly &=3ޏ֎>3 g>#[RM1@> DV=D l=!r=3MC=p=@*1u3>5 '5C {>%> $G=$dž=9Kj6=e=ql/=A^RM2@3>8VF>8V4>(V  > 3= ֎=ɫ)`/?==qRM2@@=s~=C}2fffff>::wk>::t…>*:o!5>ј h=щQFRM2@=^=g=u4tP$=E '2>=dA6>=dAv'>-dAjRM2@>+y=+z=Y`"*=j A=w+=G%233333>@=aRM3@>@=_t>0=[iR>9j=>=RΟwQ=N <=zf6>,=Jf }ڬRM3@@2>A>AUgN>1L>ê=Ð N=%i$O=6TMxRM3@=},ZG=M,N=-2>CWs >CWp>3Wj1>s(U=s/RM3@=(k)=6='P*=P&2ffffff>Eoy>Eov,p>5on;RM4@>;?*1sy=;?#=bm=. =6"5=Q4\s2L>H:O)RM4@@>H:K@ >8:BF> '"9>'"\C=6#=:ZJ K>J Fdm}>: ;0IG>!mګB>OJ=ܐ SC;= ;ORM4@=p=U*2>MҸ>M>=1\>#>dIRM5@=ߑtvw= ^F/= :=X QA2>PZb;>PZb=>@Zb{RM5@@>%؎u>blJ=qyz=A|=liE=Zq1fffff>REdRM5@>R+Y>BD>(>䓟=GQ=%us =`(C=]`$ςtRM5@1>SC>SCI\>CC>*. > IFw=N$]a=h/>RM6@=;!=`;-133333>VJ>VCSk>F4>-nx> n˦`RM6@@=‡`=e;=_=aZF1>XeZ2(Y>XeZ(۵>HeZBm\RM6@>0CK_>C(#=WU'=Y"G=ӒX=cӎy1>Z. RM6@>Z.{>J.e cZ>1t%U>s|=RKE=,5ڴ=_Ͽ=e[22YERM7@1ffffff>],Z>]{#>M$$>3d~c>d=o=ȟut=0iSRM7@@=7P,=h7Kh1L>`w,y>`w+{>Pw+y>5:\݄>:~\RM7@=->=jHѻ=L=jE91333333>b2|AW3>b2|6>R2|"KRM7@>8CO>CO(ˁ=i R=c$$D=EC=mgYA1>dl+c RM8@>dlH>Tly>:Џ]>Џ==sx =̚/q=XL=pX)RM8@@1>f9g>f9zf>V9ٚe>=zx>и=4p`Yt=ϜC,)RM8@=#?U=r'0fffff>hL$<>hL"W>XK(>@`2k"#> `25RM8@=3,t=wP6=uZ=sn0>k%>k%>[%q͂FRM9@>Bt|>"d=4|=M ==v/S033333>n3iRM9@@>nH >^>D\I!>$[>Hl|=UePD=a=xasU_RM9@0>p(":>p(E>`'>Fߍ(Q->&>|K=הOxRM9@=bh=zTn;0>rR='>rRBF>bRKr>Hn>(nRM:@>5K=]=Q^C=}De`0ffffff>t? >t?MX>d?Ӡ0RM:@@>J<'>**̷>flޝ{=̄=t؃v=tI0L>va$^[RM:@>va>faw$>M֭KA>-֬i#u>=ޣ=L=/;D=/6!]@RM:@0333333>x%>xc>h3#>P},>0}̪> a!x=f1sRM;@==~:90>{UngH>{Un8Q>kUm2lg>R8jR>28qRM;@@> '2 =oP͸=6M&=6S0>~5[H>~5[H1>n5ZaRM;@>T#Lp+>4#A[K>qc'={<ǣ`=)@{=>m/>W@dRRM;@>W>pV)>VAfn>6A>6og=罗 %=!Ч$=!ZuRM<@/>rŞn>rsz>rrdҤ>XLIj>8*>a=<,ORM<@@=>= /ffffff>cxZP&@>cx&Y>tcwm>[/I>>;/GRM<@>hC=,x= =֪/333333>hu>gAO>vgRQRM<@>^ 3а>> 0u1>Vi=@{l=Oz=O,mV/>2RM=@>n O>xJe>` b>@ t7> w\=Uk5=<(ʧ=<ĩԔRM=@@.> ;>_>{Ȱ>bYZ%>BYa>[3]5s=/ScRM=@=]]=]rA.>jN#>j7_>~jP`g>dG>DGC0RM=@> 8x=tz)=ȷg=c.ffffff>ιg>ιeU>θ؉ERM>@>fhd:>Fh G>!퉺E=U8d=Qia=Q0z>M.333333>?)tRM>@@>>v>>&I:>hQ\>HMzq">#8;e=jNg=0([cs=00GRM>@.>\8kJ>[py>Z>k_!ɺ>K_e3>%=bH=2%ehRM>@=ЮdX"E=4m>>>n@/UM>N@8JRM?@>(35s5>"_=pl=o͢/->;38>{>c RM?@@>pCI(>P@p>*XP>sj=`d+=`$NX -ffffff>YJ?RM?@>Q >_ F>ryP(>RyLUs>-`!J>|,=ք=@RM?@-333333>4ſ>JK>uWZ>tj2J>TjOA>0UPn>zRM@@=?K.=h->O>Oym>N^j$>veȊ>V_ ^KRM@@@>2 KA>PE<=ہFP=ѿR,>񳄭q>p>RM@@>x(>XE`r>3 []> H z=e!Lr=e3,>RM@@>~8)q>|}k>{LI(>[Cc >6 '> ed?@D= x=˷ pRMA@,ffffff>!>59>_E6>~uN^Cd >^uC">8]3j>>g RMA@@=Af1=`&,333333>? υ_>? >?`>Ԭ>`ԦKCRMA@>:>7=W>=$,>xq)q>2R>͟RMA@>|-c>bƄt>=}> n=NQ='6+>2RMB@>ſ>(>{>dpn>@r .>u>,uu=a= v| RMB@@+> zMș> W[> F>b>f I>B,yO>;zYmpkRMB@=:k=NwG+ffffff>q)>CQ>Jm>Y>i8RMB@>DV>EIW=>=r<+333333>u>au|>-RMC@>i>k>F2C>]A=Fݲ=+>7c"YRMC@@>5R.[>10o>;zA >n0n>HHQ> Z0BX=B|=¯5(RMC@*>k| +>kyV>kty>F>p9ta>K>"T<RMC@=` =ĦA6*>>ޖ(>l2p>>rwO״RMD@>M,>#ŵ=Ӗx/$=UZdM*ffffff> A}> > > 6yRMD@@>=>t۲d>P2>&oRq=:m,=8|*333333>( RMD@>(7>(:io> _J>vǯ>RLm=>(e@[:= Q=*RMD@*>l3<>b>r>Gk>yG,>T9?OsY>*A~RME@=mE ,]=$])>Bix>~->wF>fa>{i[RME@@>VYE>-RH>X@3}7=h)>(g>(dZuB>( RME@>q!>~NI>Xg"ž>0w:&>Ѝ=')ffffff>ɘ8兗2RME@>ɘ3ZVO>)> B~>ʣ4>[L`C42>22vc ۰>a=րTRMF@)333333>IR>ILzA>I?@>oP>Mx>^+EHx)>4J.r=RMF@@>}nj=4j)>B>BRs>BεB g> >dRMF@>`+"X>69pS^> d,=a:1(>FHa}N>FC٬P>F:dRMF@>4n>A>bl>8@AY[> 4oב= j),(>`KRMG@>Z.>O6 '!>tK=ac>t4+>d\w4 >;$^>Uxx=RMG@@(ffffff>b'>[2O>MH#>!HP2>!M>f53>=x%HJRMG@>":S*= ’܋(333333>QrQ>Qj_&M>QYaH>}>gRMG@>hPF>@t`6>(z=|S(>A"F>7zH>"Z7RMH@>-zd4>-"u>k{d>BQ,>gR>e<'=.n'>{#RMH@@>{ xn>z@>>>;b>n_$a>D> W> Y|Շy=3R{RMH@'>ybO>y6>y@$>8N>S4>pȋk>F_Yh݊RMH@>fQij=X9'ffffff>d_*k>d[>df->0kv>0(/bRMI@>rLX*>Haf>=(+N=6pӨ'333333>8rj>8ih>8QcRMI@@>,+>a>tT>KRy>54S 9=+Ҫp'>>[uRMI@>>qAl=>>U |S>R_>R:jy>v> >N1>!>,Gu>=8q VRMI@&>zv~>zeD>zBMq>MRRE>L2>y}4P>P"FRMJ@># =Q&>b>>UA>L/>K蘟RMJ@@>{WW>Ro{8|Z>% =c?A&ffffff>- >Ma>ܬg[RMJ@>i˴>\Ȃ>~E?Y7N>T_~I>'Cu=9]y&333333>> RMJ@>1ʉ(>߰k > Aꃿd>b> ib>V>)>9=8xRMK@&>@[>-<>w)?>XU9Z>X,ކ>d>XyAHRMK@@>,g+=X M%>Zi>Z[K>ZzkM>{ő>̂$/RMK@> ͕6>[~$ >/b SB=O7?%>c֚l>c<>cVRMK@>̄A>C1x>3tB>^a3">1Vш>K>'%ffffff>hRML@>{l>PS>σ=Ai><>2h>`Ve΄>3(&bo>?RML@@%333333> ,}hf> >>jB(>iğ-W>؊l>b1(RML@>5*F>m%>ߎH>Z.Mt>\>> >=2hdLRML@>Ř/>d/ >7b=>L&$>誝>ٳ >)O RMM@>Dyx>Ct>]en.>f>r >96R> `$?|4&$RMM@@?ڞ>T>ׁAsG>qy!>7>iR4 > j-_*RMM@$ffffff?|K*K?||:m@>|,5>W_P>1Ķ>.>kyK!RMM@>?iRĆ>_*A'$333333?`H?&ϐ >Ὡ>ܵ<dž>ORMN@>s>nមr>AiZSQ>QG}$?2`?E>^tgekRMN@@>߹>Ƞ >ZDY]>pΜ>C;fGZ>;R#? MsRMN@? MD>L>>a3>,>r}5>E=܈3>űRMN@#? ,gr? )yͪ>Z>_B>]RH>l">to0RMO@>Gu/_>Jր#ffffff?iI?)es ?`S>h5>f-_RMO@@>> >v3v>IT9>;zb#333333?7?< ?mRMO@>\,>ǥ"7e>嵧-X>y$Hf>Lga>[mX#?eŸRMO@?x(?r>%eI>!14W >F >{%rm+>O\>H"tdRMP@"?^?S[?r6> y:a>;!MO>)>~bRMP@@>Qpۚ>!@]("??A//?"+>;JI>| (RMP@>}D͑>nj>S?~>#ȓ"ffffff?{U%?{D_|? yORMP@> R>ѡH9}>)P>#F>U?x0+>$r%"333333?D5~ RMQ@?D̨? BkQ >aEI>zCA>ϻ3ڇ>bO_>WsJ>'IRMQ@@"? ,oV3F? +cF?*j>>>Ն] >/S >,RMQ@>YX/>)v-!?!0s?!4q?<>HN>ȡte2&RMQ@>DA >4q>\i_u>, |!?#9ٙ?#=w?RMR@>OHLFh>Gn*>Q>> S>_~ְ|>.Ѽ!ffffff?%X_RMR@@?%ԕr$k? >L> />*Jey>0L3i>a^%7>0ԚP&DRMR@!333333?( mT?(J`?% ?PN> A9>jV6>Hgk/RMR@>c&N >2s|!?*o?*|dp?)?S\D>ḵM tRMS@>C>ީ)->e u4>4t@ ?-wY)?-u1?r RMS@@?'t>=r>6h>ʠ>gD:FK&>6y4 ?0Hbsv^RMS@?0GYRi_? EG2ޅC?/ .|>&n_><5>>c>8>iLń>8̌RMS@ ffffff?13]?1dcپ?!?h>M$>/x*>&6RMT@>l;AM.`>;6B 333333?3N?3sK?#\'? u:>e!#$ZRMT@@>g2)>%pb>ovft>=/0 ?5=?5Z?%"zRMT@? <He$>'^Fd>3>@&>qA>@X&?8I@)RMT@?8GoX7?(B%#?&i[+>%xx>ɜ8i>ޢo$V<>rЦN\>AVyRMU@333333?:eA?:ԕdӜK>DRMU@@>t3>C<?=qZ?=MG?-n?wn>,γZRMU@>2W>~.VZ>v"m>EZ2ffffff?@c?@ae1ح?0]SRMU@?`>rV>6K1>yDH>x/O,>GHDv?B qRMV@?Bz v?2[: ?ħA~>D_>\p>r-7>{dY3>IXyRMV@@?Dmon?DL ?3 C?b(>r׹Q>>a9Uf?RMV@>~ @J>Kw/I333333?F R?F.p,?6b??[RHé>2bo|X\RMV@>{<>!>sNT>MUe?Hr$?Hmy,!?8d$敞RMW@? 6VO?)!G>yw>o2>B*N#>P'wlvffffff?KƈuCRMW@@?J:?:(ü?!'?ɨ~>2D>8vb>Q2M>QmSZRMW@?Ms?M}+"?=œvǪ?#Ɔ?XC>wqL>i^6nRMW@>~Hp>R R?P~$?PzsĄ?@q"`?%֩D$?=ZRMX@> u=~>[v>o\>TEi~333333?R:Px?R5u?B*erRMX@@?(d.?N>1X_> N>h5>Uq13?T$x 0RMX@?T!וv ?Dxr?*@hR ? ]C.>tJM>tI8 > >Vŷ>^BRMX@ffffff?VB ?V:NR?F*OD?-ePZh? F>fl]>CLRMY@>svD>X ?Xj,_?Xr ?H|@՜?09? RMY@@>WK>]Ϝ>Cw#>Y6qp?/?[-mA?[! F?K NՉRMY@?1nQ?ي>bZm>Vo>A>Z7Y333333?^4RMY@?]V?Mݮ0O?3÷o?y6>;ivL>>n>ZDĺRMZ@?`gm?`f?P}q?523nqb>ĤFK@RMZ@@>>9>[e֙o[ffffff?bUu?bJ%/?R5ꌆq?8ԣ}?țRMZ@>71 o>yi> />[\iT?dAwr?d4?TRMZ@?:ث?q!v >lq>X>Z w?faVD1RM[@?fQE4S?V2w,?=E@ ?2P>d+>~47->EE>>YIU&iքRM[@@333333?hϋ?h0?XlHg?@#Xo ?}iPJ>I >̫;g:RM[@>zdkdE>VM  R?kQ \Q?k:F y?[ U?A.n?!ORM[@>/xxra>Q(>J4>Sty8ffffff?n.i<F?n}??]9vRM\@?Cp ?#'>4xH>ЧbnW>]_͔>K?pFpgRM\@@?pz]ȇ?`w%?EwʂD?$㽢}t>.t>7[*>>9C㢼RM\@?rj"ʱ?rU|Q{Cn?b+G{9?Gb?&lŴ7?'d>G"7RM\@>5+6yp333333?tXq?t>3?d ?%?J0-?)#A{RM]@?tS>Mj>|C"PAh" S?vx%h?vY=a_E?fvORM]@@?LҗK?+R28i?tz>{H i>G\ `effffff?x)-tRM]@?xNa}?h_;=Q?O*?.%X[?,ɜ>֖J5>"{,jb@׏RM]@?{i}c?{:\|?jݮX ?QmHq?0{U?h*h}>דoRM^@>⩫t[Ik?~Fs?~ Mى?mq{?S'-g?2)RM^@@? 4Lא>cL#g>ag|-nFE333333?;?'oJ?pOOWRM^@?U7?3; ? Xae>]ٍC>3/mGbv?uwd>RM^@?Jŗw?q ,?WUO?5b60g? i>-Y>C SmȾ3zRM_@ffffff?aRM_@@2?Gٱ ?Rz@\;?AM_?uk?[͋l?9-|V!lw ?zk?FW?wL dRM_@?^]u_-e?;UflO?7vyi>֪)$O~Wiuw333333?j[RM`@? 67?zS>bԟ?`?=?:4>>3z.dӛy+V :RM`@@?A>?ha6?|ꯍe?b#Hi??ƗL?䐫>в4RM`@;ffffff?6T?k7)i?Źn?cv?A1RM`@?BtK>ǐ7]ѾC u'?jC?,&.?o+?cRMa@?eOB?BR Y?zʞ>Tqo֯U1}333333?QaRMa@@?X?;/?gt^Z?C(xߴJ?5t٭Nu˓:sRMa@ffffff?h ?<>V2?5O?,!RMb@@?mh?G bX?-`H\SPIPt( ?̭RMb@?"$:?m?p8j"?H~&^?G .7+[ zPEw(QIRMb@ 333333?`]?R?yq?qUU?Hw b?þJ tzRMc@ݺ\=s*: ffffff?6c 6+C?OPi/?PL{?rS*?IRWRMc@@?qr?t -ѐ0тj ? ?Dx橋?̍RMc@?s?Is.x>JaIyDcLھvY?'tbuRMc@?k?Lwq?u0P?IPx0#%.r؏ؾ <w~IיRMd@?H4ο Í{)RMd@@>NXCԁ333333?/V?O[SМ?@?w°L?HdpRMd@~R#M"Tɾ]R Q1ffffff?Y)X??;z"?~vURMd@?x)c?F/)/X{4 O?ȿRMe@?6BF`?h'hO?zL;a?D=W&_)w* J^"Dg NRMe@@?6E?y/B?e {sg?z%]O5?kqSHG?Q1?rt=uV?{@u?9Ǡ'iB333333?JK\K?r;?F%-RMf@?|==!?-}GB8$1!&sj 4>sr}ffffff?Sՙy6RMf@@?3ñ?V~a?|qAE>>'p=|D"~+군6Q>BjRMf@??p?'e?gp,?|E03.wfoQyAu Nſ#n;RRMf@(-b>B=+$?!?v?s驶?{N߿AAѣnRMg@D¾`?#t̾r6%7n]>*{f?+1? E?xl&J}RMg@@?z.տL`ZX$GA#`_ތUy>5U h>%_կffffff?d)'RMg@?a2?o@??x˪W` TxfqJ?k.!W>n.>>t$ӀRMg@?(,S?S?)o&?R`hX?vg=[mP{M e1[~ RMh@?'>')333333?ńl?iۭ?r?sJy8jayNDRMh@@OS r+? ̇.>w܈ ?ŀkx?ǩ;?HdRMh@?ndHxes!ٿP2XPٿ?ɗ _>.͠C?Y5ZRMh@?;n?@==ڇ?eh|=̿iV],PdǡK>\%]?*ew>KhrRMi@ffffff?R С?Ofo?*!?TrfmPg ?֬kRMi@@?+Tn>_uMq?i_ƙ?Ŋc2,?JS}18hNpՠjRMi@Mߋ?#?i ?[b>;\s)333333?͠Zf#?>[v?u/֣RMi@`\÷ԿGr'J2̬߫?-$?@Nw>ՙ 񙙙?z|RMj@?xt_?o/]Hs_IYD⤠}PA?4u # ?]ۑ!޾oy#RMj@@?6VT?*oC?Btпx9uDOտ;/| k?9}/RMj@?I]f229?ͨG?MՅ.%?1;|WRu7ŋRMj@%ڽ ?>Qê?mz陙?uFޠ?adm ?lS'RRMk@QF2u )6?!1»`?A'2g0?}S 8J W&ffffff?  ۼRMk@333333?֭,u}?HOL[?q6>O/;so'?Jˆ ?B4&RMk@qt访 A+ g?)VYx?,?xIqWsuq?ﶎRMl@?RDčQ?AÂXWLu{g 2ٙ?ٯ?6x?G֎RMl@@+bn{:q?Wh???~PmZֹ P333333?`* :P!Ȓ<ɏ??RMm@UUUUUU?a+??̡')RMm@?؄hyG'?P;O^S ?`G~^#>`* :P!>Ȓ<ɋRMn@?ə?=w?ϮBb}t?`5'?_M/yH2lCRMn@@'VQ r?+,kZr?333333?aEj?Jh;xGny$\H?h3DiRMn@?[hFt9-O>#IH!=? u?ٙ?(st?6x俘G֎RMn@+b?n{:q?Wh?Կ?~PmZֹ? P??/CRMo@?,¿xIqWsu?q?ﶎ?RDčQAÂXWLu}?g 2RMo@@?333333?7iEB?HOL[q6>O/:?so'?Jˆ ϿB4&RMo@qt? A+ f?ffffff?aR{?aa8qS6v{?u"4RMo@?=pjwBNhN ?l@?  _?陙?E\?adm lS'RRMp@QF27?u )6?!1»]TA'2g?}S 8?J W&:??+8,RMp@@?MՅ.%1;|WR?u7ŋ˿%ڽ >Qê?m>zRMp@??dբ?*oCBtпx9?uDOտ;/| k9}/RMp@?I]>f229?񙙙?!{ ?xt_o/]L?s_IYRMq@D⤠}P@4u #!?]ۑ!>oy#?333333?Iif?>[^u/֣RMq@@`\÷Ծ!?r'J2߫-$?@Nbՙ??%heRMq@?Ŋc2JS~18h?pՠEMߋ"#?i ?[bK;\s*RMq@?ffffff?}חF?Ofo*!?Tra?mPg ֬kRMr@?+Tn_uMp??)y?;n@==ڇ?eh|=?iV],RMr@@PdǡL\%]^?*evKhr??:E"?ǩ;HdRMr@?ndHv?es!ڿP2XP??ɗ `.͠C?333333?C$RMr@?iۖd?sJy8?ayNDXOS ?r,P? ̇~w܇RMs@??uk03?)o&ǿR`hX?vg=?[mPzM e?[~ RMs@@?&x'?ffffff?&?a2o@??x˪W` ?TxfqRMs@J?k.?!X>n.>t$Ӏ@?/}Zy? Exl&J}RMs@?z.?L`ZX$GA?#`_ތUy>5U n%_ձ@?GbRMt@?vs驶?{N?AAѣqD¾`??#t̾r6%7kо*{fRMt@@@??'egp,?|E03?.wfoNAu N?#n;RRMt@(-qB=*@ffffff?L/?3ñeV~a?|qAE>'pRMt@=|D?"~+군6ReB䓫@333333?V6nW?r;F%-RMu@?|==!ӿ-}GB8$1?!&si 4sr|@?풑ݵRMu@@?Q1rt=uW?{@u9Ǡ'g u@ffffff?*f}gЎ??;y~v0RMv@@?x)cF/))?/ҾXe>4 P@333333?T RMv@?O[SМA?w°LHdp~R#N?"Tɾ]R> Q1RMv@@?{|6?!e(,osｏ? Í{)RMw@>NX>Cԁ@?݈ذ?kŶLwq?u0PIPx0%RMw@@%,G?؏ <w\>Iי@ ?'֙?Dxy̍RMw@?sɿIs.v>JaK?yD6L߷>vY@ ffffff?ܙ,NRMw@?OPiPL{?rS*IRL?qr@@>t ->0тWRMx@@ 333333?oi?Ry>?qUUqHw S?F>J tRMx@@ݺ\}>=s*@ ??"$9m?p8j"H~&^RMx@?G />7+[ zPD>w(QI@ ?&KG?56,!RMx@?mhǿG bM?-`>H\SPI>t(@ ?:YRMy@?( ҿS.e?ka]EwW3?u& >AՓK؈>>f> RMy@@@ffffff?L?.cY5?ix)|CD%*q?MhF>n=RMy@db?>oϙ @333333?]wX ?XX; ?gt^3C(xߴ2RMy@?5tٰ>Ng˓:8>sR@?l/ ?,&.o+?bRMz@?eOABR Y?zʞTqo֯U>1}@ffffff?zs.KiFRMz@@?k7)YŹQ?cv኿A1?BtKǐ7^BC>u'RMz@@?!?ha6׿|ꯍJ?b#Hi?ƗL?䐤в4RMz@>;@333333?U7? 6zS>bl?`n=RM{@?:4 >3z.ӛy>V 9@? ?F'wL 7RM{@@?^]u_-.;Ufl$?7vyX֪)$O~W0>iu@?RM{@?AM_uj?[͋l9lwRM{@@ffffff?y@?-I qs޲U?YPi!= ؿ7@\nP"?$Ĺ!:RM|@2?>Gٱ @?)!o?Jŗeq ?WUOܿ5b60gRM|@@? i̾-Y>C Sz>>3z|@333333?!?'o*pOOW`RM|@?U73; ? Xa@]ٍ;>3/nw>b@?ruRM|@?~ Mوܿmq{?S'-C2)ժ? 4L׏cL#gt>agU>|-nFRM}@@?,8?{:\{jݮX ?QmHq떿0{U?h*h}דoRM}@@>⩫>t[Ij@ffffff?[ؿ?xNa}h_;=P?O*n.%X[RM}@?,ɋ֖J*>"{G>jb@׎@?e0?vY=a_/fvORM}@?Lҗ0+R28P?tj{H ]>G\1>`e@333333?OܫRM~@?t>3nd ?%?J0)#A{?tSMjp>|C">PAh" 3RM~@@@?*5>+6yi@?ިMs?pz]ȇ`w%?EwʂC$㽢}tRM~@>.t7[*>9C㢼@ffffff?і?n} ]9v~RM@?Cp#>4x/ЧbnW>]_͍K@?fjRM@@?k:F y[ U|?A.n!O>/xxrJQ(>J4StyeRM@@333333?E0t?hXlHgX?@#Xn}iP>I ɾ̫;gRM@>zdkd.VM  @?鞩!?fQE4'V2w,߷?=E@ҿ2PRM@>d+¾~47>EE=YIU&i֪@?뾈?d4TRM@@?:ث<h\>?q!v lq>XZ w@ffffff?94RM@?bJ%/ȿR5ꌆ_?8ԣfț>71 oyi > /ᬾ[\iTRM@@?heH?`fȿP}q?523n&tQ^i0>qRĤFK.RM@>>9[e֙o[@333333? e9?]V榿Mݮ0O?3÷oy6RM@@>;iv>njZDĮ@?i=?[! K NSRM@?1nQي>bZ9VP>AZ7X@?RM@?Xr H|@՛?09 >WK]ϛ>Cw#Y6qp?/RM@@ffffff?'?V:NRF*O.?-ePZh F>flGCLRM@@>svDɾX @?äz?T!וuDx^?*@hQ ]CRM@>tJ9tI8 > Vŷ>^5@333333??R5uѿB*eMRM@?(d.띿N>1X; Nה>h4Uq13@?RM@?Pzsc@q"`?%֩D=0> u=][vz>o\TEicRM@@@?cHwqLi^6nRM@>~HpR R@ffffff??]?J:(á?!'ɨ~RM@>2Dž8vb>Q2;QmSZ@?vK?Hmy, 8d$敞RM@? 6VO})!7>yw|o2>B*NP'wli@333333?x?RM@@?F.p6b??[RHn2bo|X">{<㾮!L>sN6MU5RM@@?$F?DL v3 C?b(⟾r׹>ia9Uf RM@>~ @Kw/H@?x:?Bz v2[: ?ħA~D`RM@>\pξr-8>{dY3IXy@ffffff?QD?@ae1؜0]SRM@@?`rV>6K yD2>x/O,GHDb@?JKQRM@?=M*-nk?wn,γG>2WȾ~.VG>v"mEZ2RM@@333333?Mw?:ԕd*ɼd?ΘPӜK>Dt3C<c@?W?8GoX7(B$?&i[ %xXRM@@>ɜ86ޢo$V>rЦN8AVX@ ?@E?5Z%"zRM@? <He%'^Fe>3@&>qA@X&@ 333333?6RM@?3sK#\? u:e!#$@>g2%pG>ovfW=/0RM@@ ffffff?*D?1dc٬!?hܾM$>/x*&6RM@@>l;AM.E;6B@ ?4?0GYRi> EG2ޅ#?/ .Q&n_pRM@><5=c> >iLS8̌@ ?(j`M?-u1rrRM@?'M=K>6hɾʠ>gD:FK6y3@!?Ua3RM@?*|dpſ)?S\CḵM s>Cվީ)->e u44t@RM@@@!333333?}&?(J`p% ?P> A9>jVHgkRM@>c&N 2sk@!ffffff?z?%ԕr$V }>L /RM@>*Jeb0L3K>a^%7{0ԚP&4@!?b?#=w]RM@>OHLF3Gn>Q>羋 S>_~ְ>.Ѽ[@!?)RM@@?!4qٿ>HNȡte1>DA ھ4q>\i_u, |vRM@@"?9 ? +cF*j?>̾Ն] >/S ,RM@>YX/)v-@"333333?ؑT?D̋ BkQ >aE6zCARM@>ϻ3ibOK>WsJϾ'I@"ffffff?, ]Q?{D_a yOeRM@@> RѡH9} >)P#F>U?x0+$r%@"?@IyRM@?A//a"+>;J |>}D͑dnj>S?X#ȓRM@@"?Ru?S[r6> y:(;!M>)ľ~bݛRM@>Qpۚi!@](@#?c %eJ!14W RM@@>F {%rm,>O\H"te@#333333?qa?< ɿmRM@>\ǥ"7N>嵧-Xoy$Hf>LgE[m<@#ffffff?|RM@?)es Ͽ`S>h5f-_>> v3v>IT;zHRM@@#?L`? )yoZ]>_B]RH>lto0RM@@>Gu/0Jր@#?1D? ML>qaRM@>,r}5>E=܈3tű@$?4o?F^tgelRM@>߹Ƞ>ZDY^pΜ>C;fGZ;R@$333333?|RM@?&ϐ Ѿὔ>ܵsnមT>AiZSQQG}RM@@@$ffffff? .?||:m,|,5>W_51ě>.޾kyK!kRM@>?iRf_*A@$?w/?ڞT>ׁAsqxRM@>7ϾiR4 y>ٲʾ)ORM@>DyxCt>]en f>r >96R `@%?@nRM@@>Z.Mt\>> =2hdL>Ř/d/ >7b=;L&RM@@%333333?˿> ة>jBiğ-E>؊lb1(RM@>5*F~m@%ffffff?и.>{lPSu>σ=AJ<RM@>2h`Ve΄>3(&boض,@%?8R>c̄AȊC1@>3tB^^a3>1VшK>'@%?J~vORM@>Z[KӻZzkM>{ő̂$/> ͕6t[~$ >/b SO7?RM@@&?~I>-<w)?>XU9ZX,ކ>dXyAHRM@>,g+X M@&333333?Nj>1ʉ߰k> AꃿNLRM@@> iPV>)>8^@&ffffff?RҀl>MDܬg>RM@>iˡ\o>~E?Y70T_~4>'Cu9]yu@&? kG;RM@>UA>L K}>{WWKRo{8|5>% ׽c?ARM@@&?腉>zeD\zBMB>MRREBL2>y}4PxP"$RM@@># wQv@'?>>qAl=>U |S>R_R:jxRM@>v> N1>!>,Gu>8q V@'333333? >8ihƾ8QcRM@>,+Ǿa>tTKRy>54S +Ҫpd@'ffffff?SRM@>dIdf>0k_0(/K>rLXHaf>=(+26pӌRM@@@'?C 'w>y6Ⱦy@$Z>8NS >pȋIF_Yh]RM@>fQi7X9@'?t4>{ xmz@>>;bRM@>n_$aD> .> Y|ՇK3R{@(?_>7zH"Z7RM@>-zd4-"u>k{dBQ,>gR>e<'.n@(333333?WFRM@@>Qj_&MQYaH>}ag>hP-@t`%>(g|@RM@@(ffffff?sN>[2OMH#>!HP2!Mk>f53=x%H,RM@>":S ’y@(?tO>Z.O6 &>tK=a0t4+RM@>d\w4 ;$^>Uxx@(?\A>FC٬.F:dRM@@>4nA>bl8@AY*> 4oבj j)@)?/FRM@>BRsBεB h> d>`+"X69pS^> d,a:1RM@@)333333?Q`>ILzA᥾I?@>oPMx>^+EHx(4J.r(RM@>}u4R@)ffffff?Ɵ>ɘ3ZV6)f> Bmʣ#RM@@>[L`C4222vc ۞>aրT@)?5Z>(dZu(RM@>q!~NIG>Xg"ž0w:>Ѝ׽'@)?ofRM@>~-wFe>f){i[f>VYEc-RHI>X@3}hRM@@*?Bd>br>GkyG+>T9?OsX*A~RM@@=mE ,\$]@*333333?7>(7վ(:iop> _JȾvǘRM@>RLm+(e@["= Q*@*ffffff?w_> > 6yRM@>=ut۲d>P2o&oRq=:m,q8|@*?}ʃRM@>ޖ'۾l28>frwO׎>M,K#ŵl=Ӗx/$SUZdRM@@@*?Ґ~>kyVϼkty>Fɿp9t?>K"T;RM@=_ĦA6@+?>5R.Z10o>;zA n0nRM@>HHQ Z0BX=B|ѽ¯5(@+333333?fݭ>au|Ⱦ-RM@>i;k>F2C]#=Fݲݽ@+ffffff?dQRM@@>C>JZ>YȾi8>DVEI<=r W9 Fc>bf In>B,yO};zYmp;RM@=:k۽NwG@+?G>žپ(c>{׾dpDRM@>@r .>T,ut=ac v{@,?Ay>2R͟RM@@>|-cbƄt>=} n=NQ'6@,333333?l>3RM@>? ?`>Ԭ`ԦKC>:׾%=W)$RM@@,ffffff?n>5"_E>~uN^Cc^uC">8]3Q>g RM@=Af1ི`&@,?H>~8)G|}A>{LI[Cc tRM@@>6 'V ed?@ = V˷ p@,?>p]RM@>xXE`@>3 [] H D=e!L5e3@-?;!RM@>OylN^j#>veȊV_ ^K>2 K@PE<=ہFPֽѿRRM@@-333333? fZ>JKپuWZ>tj2JTjOAm>0UPnzRM@@=?K.yP@-ffffff?"P 6>Q_ )>ryPRyLU`RM@>-`!,|,=քƽ)@-?7h&>{c RM@>pCI(P@N>*XPsF=`d+j`$NW@-?Jn[RM@>a>n@/UN@8J>(35s5"_=pljo͢/RM@@@.?[:>[pyZ>k_!ɺK_e3>%=bH2%ehRM@=ЮdX"E>v¾>&I'>hQ\qHMzq"{RM@>#8;ejNM=0([cV00)@.ffffff?y2>ιeUθ؉EqRM@>fhd:پFh 1>!퉺EU8M=QiGQ0z>2@.?USRM@@>j7"~jP`*>dG[DGC0> 8xʽty=ȷ6cRM@@.?τ>_J{y>bYZ%BYa>[3]58/Sn NxJe>` bϾ@ t7RM@> w\Uk5=<(ʧ<ĩԔ@/333333?_>gA9vgR;RM@@>^ 3Г> 0u1>Vi@{]=Oz O,mE@/ffffff?rRM@>cx&Ytcwm>[/I>;/G>h.,x=֪zRM@@/?4>rszorrd>XLI98*>:<,RM@=>o @/?:>WpV)>VAfA6ARM@@>6oC罗=!Ч!Z>@0?ÕH>~5[H1n5ZaRM@>T#Lp+˾4#A[K>qc'{<ǣ`=)@z>l@0?U#1RM@>{Un85kUm2lK>R8jR28q> '2oPͥ=6M&ಽ6SRM@@0333333?Έ>xcɾh3 >P},0}̙> a!^f1aRM@@=~~:%@0L?=>vajfaw >M֭K#-֬i#uaRM@>=ތ,=/;2/6!].@0ffffff?׀Y>t?M0d?Ӡ0RM@>J<'**̷>flޝP̄=t؃VtH@0?ZzRM@>rRBF۾bRKr>Hn(n>5K]=Q^C}De`RM@@@0?ׯ>p(D`'>Fߍ(Q&>|:הOxpRM@=bhszTn!@033333?t>nH h^>D\I $[RM@>Hl|UeP/=a篽xasUG@0?[I>k%}[%q͂*RM@>Bt{"Q=4^M =v/S@0fffff?oRM@@>hL"%XK(x>@`2k"# `25=3,@wP6=uZsnRM@@1?>f9zfξV9ٚe >=zxй=4p`YtϜC,)RM@=#?Ur'@1?>dlHTly>:Џ]Џ=RM@=sw̚/q=XLpX)@1333333?̓>b2|6R2|"KRM@@>8COCO(i=i R߽c$$D=E&mgYAt@1L?RM@>`w+{Pw+i>5:\݄o:~F=->jHѻh=LjE9RM@@1ffffff?j>]{#M#>3d~<d=ou=ȟut0iSwRM@=7Ph7Kh@1?>Z.{ؾJ.e cZ>1t%Us|RM@@=RKE,5ڴ=_Ͽe[22YF@1?R>XeZ(۵HeZBmDRM@>0CK_舾C(=WUY"G=ӒXýcӎe@133333?|[RM@>VCSVF4>-nx n˦D=‡`궽e=_aZ5RM@@1?^v>SCIHCC>*. IF\=N$]ah/!RM@@=;!ѽ`;-@1fffff?">R+4B>(ک䓟uRM@=G*%ur=`(]`$ς8@2?μ>PZb=̾@Zb{RM@>%؎uҾblJ=qyzӽA|=liEZq@2?KRM@>M=1\>#dH=ߑtvX ^F/= :X QARM@@@2333333?N=->J Fdmb: ;0I,>!mګ0OJ=ܐ SC ;;RM@=pU*@2L?S,>H:K@ ~8:B-> '"9'"\CRM@=6#f:ZEov,D5on;RM@>;?*1s?;?#=bm罯. =6"Q4\O@2? j#RM@@>CWp3Wj0>s(Us.=(k)6='P*P&RM@@2?;L>AUg<1L >êÐ N=%i$;6TM^RM@=},Z)M,N=@233333?(>@=_s0=[iR>9j>RM@=RΟw?N %=zf6>,Jf }ڒ@2?Sw>=dAv&-dAjRM@@>+y+z=Y`" j ,=wG @2fffff?RM@>::tO*:o!5>ј gщQE=^\g=u4tOE RM@@3? >8V4(V  > 3 ֎=ɫ)`/?=qRM@=s~C}@3?G<>5C {%> $G$džRM@@=9Kj6e=ql/A^@3333333?>3 T#[RM@> D1ӱ#'!ӱ!t^>%;`=yZ=ly &0!f5! !f3>ݔ |`݉3=4)6뽖RM@@=j7ǧ:7R<@3?,>-0޲0J0ޯH>uſ蟽uߞRM@=#x15 *B?=g/ٻ5>7/,@3?YdH>*iynTivRM@>K D`8@333333?RM@>'D߾Dߪg=ݰ7GݰP=~'F:ĕJc=clN'r3lMeRM@@@3?c>% Ǜk q=bX*bNl=bZԽyr*RM@=a Ƹt1 g)@3fffff?>#6x6!=OpU֦RM@=)jC7J=_?1/@4?䷛>!TBSRM@=]ggǽכ]ߌZ=Ww.A`=\&>N,%U"^@4?RM@@> 2f2=\C`\C̓=eގ׽q1=Z 'ݽ* -ݗRM@@4333333?R>ճ ղPM=S28SŤO=쟔.4RM@=WI0'0@4L?.#>; ;ż=} ,4Ľ} )RM@=AA%:W=UQuA%QŒJ@4ffffff?B >|Tt{:8RM@@=t8ϥ=QD# ݔ2=SJY-_#JXGoL@4?T.(RM@>z:\z:=O̢JJ=f@~t"9=Qtg!tflfRM@@4?d>o/˒o/k=VeϽVvR=Sy{b'RM@=O[IĽZ '@433333?sSp>odԅ=rjr7RM@@=ŻЕy;=LSM̽6@4?|>`p`HRM@=6E^6B-=1*:vD=I܌UI_܌!@4fffff?hRM@> %N%O=2G/+2Ex=Fty=Gfd#fbRM@@5?=> 4ý ϊO=^uG^u =V(ωrCaRM@@=E,rN`ٽ,r+@5?>VPU0=n@1½n[4RM@=%Qdt/pË Y=C(tQK(X@5333333?G>TMKTM2RM@=pepc`/=NnVM',=AUJUhl@5L?RM@>MDDMC#+=ټ c "a=n ks=xf=?_!e_!uRM@@@5ffffff?$>vvю?=If#Ie`l=(ehւ{RM@=VN bZqa@5?ʃ=h4sg=D~C1RM@=3,fyj8=9U ٽ UwA@5?b=/Dų6RM@=ؚX׉=܈L2dUV!=7=A!=|>@533333??RM@@=$|$=@@΍=Mbf{)=5m}mdERM@@5?,v=i9i9^*=7*67=ZܦY`1@5fffff?ա9=/cC!4i/cB=?/KZ?/ RM@=f;f^!C-A=177 .@6?٩o=+H+HRM@@=ɏ wn Z=rol)[C?|=/(H^ (Hc@6?OiRM@=XKYQݽXKY+m= dvJA du=P\޽X=,1=u+x1=f9RM@@6333333?=c})kc})m|=L;=L|xVR TfRM@=)mgšm@6L?0=fϠԮfϠmjB=5[G5ԝ)RM@@=~KT2Z\8=' Ct@6ffffff?M=tٲKRM@=!AP!@O={i~?^RFT=$⩺Yx⩱h@6?*RM@=@+@+ss=Ƚ6=xͱ=qԴP g="Zm^SRM@@6?= Ykԗ۽ Yk= ̏Ws ̎=vqpqJ3(MPRM@@=!z9 z4@633333?;= 8 80=b\KSb\JRM@=tN:PK=Ϗ=φ@6?=9F$19F0RM@=:潖.P2=r_ b=Hww=iIb=c@6fffff?iRM@=,|ɽ,]=hXսhXo\=pSyqXUF+@=Uԃz̼U}~RM@@@7?l=5'S5'?=Xн =nIfD JRM@=.P))B@7?==مoɅZ=8![7MRM@=k9c:B&aK[ =& 蚼&E@7333333?s=.@.0ENPRM@=8W޻@7?r=7NP#50u4*qO@9333333?o=ռiUչ"RM@@=W~`WNjL=:ٽ73?R>0@9L?RM@=II=~* 4^*|c<=8"Rr0 7)#[ >#E4W@933333? YRM@=T܇7低T܅k=t87T8mH=0-=B[<ئu-AuRM@@9?$q=q+sq+c=rKrVLhRKrR`=-FKѽ2~4RM@@X@:ffffff?=n(i~n'%RM@=d2In?߽D2Ik= Zk_R;<{\#H{\T@:?RM@@=A뜨{A뜧=b+hnB+hm5=sۂb<&A̒&RM@@:?X=)1|ɽx)0=`qApx`@qAp=Nݼg2RRM@< Hu+5 HuEu@:33333?=Q ]WvQ =]bLl=bLcRM@==5 5b<"t"[@:?;=1^t1^RM@@=Z~z̽:~z!=ȄC `I sonк@<?RM@@=fEs}4lVEs}#==YQ"YPj3_SRM@~KH>} Dɽ:>9=!)Sm5)SO?=:V¬z *V¬tRM@@=@F@8<g6 Ay]+?RMˀ@=75RĽ'5RT=ÔEÔӚ333333?N=5% = U߼T<CetRM@L?=3?2=#?2== TBﲼTBRM@@ffffff?=16!RM̀@="犃<6G#uH^n?RM@=/B2 B2 =M,!·M,!< ito;?1=,#ȿ"#ȿ=F*d9F*[<֌C_a>RM@@33333?]=*(~(=pYpYRM̀@?='nj*nj(`RM@fffff?RM@=%j2@2j2@0<\o䮼,og@?333333?=CFANRM@<'ƇӔ'ƇV<6G1# < KrY]bZ]9RM@<1 Eyxr Eyx}@@?<....֥#<x >@A ?RM@<+р+gf,#㼎>f,#RM@f,#<>f,#; >r@33333<|ZRM@<|Z<|Y<֥#<<RM@@<.۸jh;۸jRM@@@<]9RM@<1 Eyxs< Eyx}E@s33333<0<$<0<$p<0<$-<1K<1J"RM@<ҫ<`}S<2^͊<^|l@ffffffRM @@< KU# <\o<,ogRM @?=#a!M:=#a!M:B=a!M8fffff=%j2@3=%j2@2=j2@0='nj+='nj*z=nj(IRM @@33333=*(RM @=*(=(=pY =,#ȿ=,#ȿ\=#ȿ=F*d`RM@=/B2=/B2 =B2 =M,!·ffffff=1=1Y=!RM@="<犃<6G#<H^nL=3?2=RM@=3?2==#?2== TB<TB߻333333=5t=5=% = U=75R,=75R='5R=Ô<ÔRM@=:V¬|=:V¬z =*V¬tRM@=@F<@8<g6 @J,=J>D=:>9=!)Sm#=)SORM@ч~K=H>}8j3t W#[<>#E4W9=.޴RM@=.3&=,=x8==X1=3= X)U[<<RM@9ffffff=x3`a}=x3_=x3]={KDxC=[KDp#'=5Y= s{xRM@@<k@/<jg9L=I=I=I=~* o=^*|cxRM@=8"Rr=0 7IT09=71zRRM@=71=71=l$[=bl$˿gt==yy=1RM"@=D =D=;=~ =XwBj^=0O"#=,!<ҤԁRM#@7=YYS=YYS=YYS:=; =;C=[ -L=2RM#@@=0!pL<ԙ.8733333====9l=9KlMRM#@=]\=3\M=Ċ<ĊF7=Cr=<=RM#@=nN=F-=`B /=6X \= )0ߜy<)-ԍ7=7RRM$@=7NNPRM$@=8<޻7L=UTM+>TMK=TM2RM+@@=pe=pc`L=N=nVM',5=AUJ%=Uh~5>VkWRM+@>VP=U0=n@1=n[4=%Qdt/=pË Y=C(tQK=(XRM+@5> Ј> 4= ϊO=^uG=^u =V(ω=rCaRM,@=E,rN`=,r+4fffff> %6L> %N=%O=2G/R=2ExRM,@@=F=ty=GfdR=fb 4>`/>`q$=`I RM,@=6E^=6BW=1*[=vp=I܌UI=܌!433333>lRM,@>ov>ԅ=rk=rO=ŻШ=y;=LSM=SRM-@4>o0!6&>o/˒>o/k=Ve=VvR=Sy={b'RM-@@=O[I=Z '4>z:y>z:\>z:=O=̢JJRM-@=fA=~t":=Qtg=!tflg4ffffff>|O2>|Tt>{:gRM-@=tv=ϥ=QD#7= ݔT=SJY-=#JXGor4L>;RM.@>; U> ;ż=} ,4=} )=Az=%:}=UQuA=%QŒuRM.@@4333333>մƯ>ճ> ղPM=S2L=SŤc=쟔N=42RM.@=WII='04> 2 > 2f>2=\C`=\C̔RM.@=eގ=q1=Z '=* -ݗ4>!UV>!TB>SRM/@=]gg=כ]ߌZ=Ww=.A`=\&>N=,%U"^3fffff>#67RM/@@>#6x>6H=O٥=U=)jm=7J=_?q=/_RM/@3>% Ȅj>% Ǜ> q=bX*,=bNl=bZ=yrgRM/@=a Ƹ=1 g)333333>'D8q>'D>Dߪ=ݰ7h=ݰPRM0@=~'FT=ĕJt=clN'r=3lMe3>*izq4>*iynT>ivRM0@@>K =D`83>-0޴F>/RM0@>-0޲0K>0ޯH>uſ=uߞ=#x16= *B@=g/ٻ5>=7/,RM0@3ffffff>0!f6%5X>0!f5!5> !f3>ݔ |=݉3!=4)6 =RM1@=j7ǧ=:7Rp3L>1ӱ%->1ӱ#K>!ӱ!t_">%;=`ARM1@@==Z=ly &=3ޏ֎>3 g>#[RM1@> DV=D l=!r=3MC=p=@*1u3>5 '5C {>%> $G=$dž=9Kj6=e=ql/=A^RM2@3>8VF>8V4>(V  > 3= ֎=ɫ)`/?==qRM2@@=s~=C}2fffff>::wk>::t…>*:o!5>ј h=щQFRM2@=^=g=u4tP$=E '2>=dA6>=dAv'>-dAjRM2@>+y=+z=Y`"*=j A=w+=G%233333>@=aRM3@>@=_t>0=[iR>9j=>=RΟwQ=N <=zf6>,=Jf }ڬRM3@@2>A>AUgN>1L>ê=Ð N=%i$O=6TMxRM3@=},ZG=M,N=-2>CWs >CWp>3Wj1>s(U=s/RM3@=(k)=6='P*=P&2ffffff>Eoy>Eov,p>5on;RM4@>;?*1sy=;?#=bm=. =6"5=Q4\s2L>H:O)RM4@@>H:K@ >8:BF> '"9>'"\C=6#=:ZJ K>J Fdm}>: ;0IG>!mګB>OJ=ܐ SC;= ;ORM4@=p=U*2>MҸ>M>=1\>#>dIRM5@=ߑtvw= ^F/= :=X QA2>PZb;>PZb=>@Zb{RM5@@>%؎u>blJ=qyz=A|=liE=Zq1fffff>REdRM5@>R+Y>BD>(>䓟=GQ=%us =`(C=]`$ςtRM5@1>SC>SCI\>CC>*. > IFw=N$]a=h/>RM6@=;!=`;-133333>VJ>VCSk>F4>-nx> n˦`RM6@@=‡`=e;=_=aZF1>XeZ2(Y>XeZ(۵>HeZBm\RM6@>0CK_>C(#=WU'=Y"G=ӒX=cӎy1>Z. RM6@>Z.{>J.e cZ>1t%U>s|=RKE=,5ڴ=_Ͽ=e[22YERM7@1ffffff>],Z>]{#>M$$>3d~c>d=o=ȟut=0iSRM7@@=7P,=h7Kh1L>`w,y>`w+{>Pw+y>5:\݄>:~\RM7@=->=jHѻ=L=jE91333333>b2|AW3>b2|6>R2|"KRM7@>8CO>CO(ˁ=i R=c$$D=EC=mgYA1>dl+c RM8@>dlH>Tly>:Џ]>Џ==sx =̚/q=XL=pX)RM8@@1>f9g>f9zf>V9ٚe>=zx>и=4p`Yt=ϜC,)RM8@=#?U=r'0fffff>hL$<>hL"W>XK(>@`2k"#> `25RM8@=3,t=wP6=uZ=sn0>k%>k%>[%q͂FRM9@>Bt|>"d=4|=M ==v/S033333>n3iRM9@@>nH >^>D\I!>$[>Hl|=UePD=a=xasU_RM9@0>p(":>p(E>`'>Fߍ(Q->&>|K=הOxRM9@=bh=zTn;0>rR='>rRBF>bRKr>Hn>(nRM:@>5K=]=Q^C=}De`0ffffff>t? >t?MX>d?Ӡ0RM:@@>J<'>**̷>flޝ{=̄=t؃v=tI0L>va$^[RM:@>va>faw$>M֭KA>-֬i#u>=ޣ=L=/;D=/6!]@RM:@0333333>x%>xc>h3#>P},>0}̪> a!x=f1sRM;@==~:90>{UngH>{Un8Q>kUm2lg>R8jR>28qRM;@@> '2 =oP͸=6M&=6S0>~5[H>~5[H1>n5ZaRM;@>T#Lp+>4#A[K>qc'={<ǣ`=)@{=>m/>W@dRRM;@>W>pV)>VAfn>6A>6og=罗 %=!Ч$=!ZuRM<@/>rŞn>rsz>rrdҤ>XLIj>8*>a=<,ORM<@@=>= /ffffff>cxZP&@>cx&Y>tcwm>[/I>>;/GRM<@>hC=,x= =֪/333333>hu>gAO>vgRQRM<@>^ 3а>> 0u1>Vi=@{l=Oz=O,mV/>2RM=@>n O>xJe>` b>@ t7> w\=Uk5=<(ʧ=<ĩԔRM=@@.> ;>_>{Ȱ>bYZ%>BYa>[3]5s=/ScRM=@=]]=]rA.>jN#>j7_>~jP`g>dG>DGC0RM=@> 8x=tz)=ȷg=c.ffffff>ιg>ιeU>θ؉ERM>@>fhd:>Fh G>!퉺E=U8d=Qia=Q0z>M.333333>?)tRM>@@>>v>>&I:>hQ\>HMzq">#8;e=jNg=0([cs=00GRM>@.>\8kJ>[py>Z>k_!ɺ>K_e3>%=bH=2%ehRM>@=ЮdX"E=4m>>>n@/UM>N@8JRM?@>(35s5>"_=pl=o͢/->;38>{>c RM?@@>pCI(>P@p>*XP>sj=`d+=`$NX -ffffff>YJ?RM?@>Q >_ F>ryP(>RyLUs>-`!J>|,=ք=@RM?@-333333>4ſ>JK>uWZ>tj2J>TjOA>0UPn>zRM@@=?K.=h->O>Oym>N^j$>veȊ>V_ ^KRM@@@>2 KA>PE<=ہFP=ѿR,>񳄭q>p>RM@@>x(>XE`r>3 []> H z=e!Lr=e3,>RM@@>~8)q>|}k>{LI(>[Cc >6 '> ed?@D= x=˷ pRMA@,ffffff>!>59>_E6>~uN^Cd >^uC">8]3j>>g RMA@@=Af1=`&,333333>? υ_>? >?`>Ԭ>`ԦKCRMA@>:>7=W>=$,>xq)q>2R>͟RMA@>|-c>bƄt>=}> n=NQ='6+>2RMB@>ſ>(>{>dpn>@r .>u>,uu=a= v| RMB@@+> zMș> W[> F>b>f I>B,yO>;zYmpkRMB@=:k=NwG+ffffff>q)>CQ>Jm>Y>i8RMB@>DV>EIW=>=r<+333333>u>au|>-RMC@>i>k>F2C>]A=Fݲ=+>7c"YRMC@@>5R.[>10o>;zA >n0n>HHQ> Z0BX=B|=¯5(RMC@*>k| +>kyV>kty>F>p9ta>K>"T<RMC@=` =ĦA6*>>ޖ(>l2p>>rwO״RMD@>M,>#ŵ=Ӗx/$=UZdM*ffffff> A}> > > 6yRMD@@>=>t۲d>P2>&oRq=:m,=8|*333333>( RMD@>(7>(:io> _J>vǯ>RLm=>(e@[:= Q=*RMD@*>l3<>b>r>Gk>yG,>T9?OsY>*A~RME@=mE ,]=$])>Bix>~->wF>fa>{i[RME@@>VYE>-RH>X@3}7=h)>(g>(dZuB>( RME@>q!>~NI>Xg"ž>0w:&>Ѝ=')ffffff>ɘ8兗2RME@>ɘ3ZVO>)> B~>ʣ4>[L`C42>22vc ۰>a=րTRMF@)333333>IR>ILzA>I?@>oP>Mx>^+EHx)>4J.r=RMF@@>}nj=4j)>B>BRs>BεB g> >dRMF@>`+"X>69pS^> d,=a:1(>FHa}N>FC٬P>F:dRMF@>4n>A>bl>8@AY[> 4oב= j),(>`KRMG@>Z.>O6 '!>tK=ac>t4+>d\w4 >;$^>Uxx=RMG@@(ffffff>b'>[2O>MH#>!HP2>!M>f53>=x%HJRMG@>":S*= ’܋(333333>QrQ>Qj_&M>QYaH>}>gRMG@>hPF>@t`6>(z=|S(>A"F>7zH>"Z7RMH@>-zd4>-"u>k{d>BQ,>gR>e<'=.n'>{#RMH@@>{ xn>z@>>>;b>n_$a>D> W> Y|Շy=3R{RMH@'>ybO>y6>y@$>8N>S4>pȋk>F_Yh݊RMH@>fQij=X9'ffffff>d_*k>d[>df->0kv>0(/bRMI@>rLX*>Haf>=(+N=6pӨ'333333>8rj>8ih>8QcRMI@@>,+>a>tT>KRy>54S 9=+Ҫp'>>[uRMI@>>qAl=>>U |S>R_>R:jy>v> >N1>!>,Gu>=8q VRMI@&>zv~>zeD>zBMq>MRRE>L2>y}4P>P"FRMJ@># =Q&>b>>UA>L/>K蘟RMJ@@>{WW>Ro{8|Z>% =c?A&ffffff>- >Ma>ܬg[RMJ@>i˴>\Ȃ>~E?Y7N>T_~I>'Cu=9]y&333333>> RMJ@>1ʉ(>߰k > Aꃿd>b> ib>V>)>9=8xRMK@&>@[>-<>w)?>XU9Z>X,ކ>d>XyAHRMK@@>,g+=X M%>Zi>Z[K>ZzkM>{ő>̂$/RMK@> ͕6>[~$ >/b SB=O7?%>c֚l>c<>cVRMK@>̄A>C1x>3tB>^a3">1Vш>K>'%ffffff>hRML@>{l>PS>σ=Ai><>2h>`Ve΄>3(&bo>?RML@@%333333> ,}hf> >>jB(>iğ-W>؊l>b1(RML@>5*F>m%>ߎH>Z.Mt>\>> >=2hdLRML@>Ř/>d/ >7b=>L&$>誝>ٳ >)O RMM@>Dyx>Ct>]en.>f>r >96R> `$?|4&$RMM@@?ڞ>T>ׁAsG>qy!>7>iR4 > j-_*RMM@$ffffff?|K*K?||:m@>|,5>W_P>1Ķ>.>kyK!RMM@>?iRĆ>_*A'$333333?`H?&ϐ >Ὡ>ܵ<dž>ORMN@>s>nមr>AiZSQ>QG}$?2`?E>^tgekRMN@@>߹>Ƞ >ZDY]>pΜ>C;fGZ>;R#? MsRMN@? MD>L>>a3>,>r}5>E=܈3>űRMN@#? ,gr? )yͪ>Z>_B>]RH>l">to0RMO@>Gu/_>Jր#ffffff?iI?)es ?`S>h5>f-_RMO@@>> >v3v>IT9>;zb#333333?7?< ?mRMO@>\,>ǥ"7e>嵧-X>y$Hf>Lga>[mX#?eŸRMO@?x(?r>%eI>!14W >F >{%rm+>O\>H"tdRMP@"?^?S[?r6> y:a>;!MO>)>~bRMP@@>Qpۚ>!@]("??A//?"+>;JI>| (RMP@>}D͑>nj>S?~>#ȓ"ffffff?{U%?{D_|? yORMP@> R>ѡH9}>)P>#F>U?x0+>$r%"333333?D5~ RMQ@?D̨? BkQ >aEI>zCA>ϻ3ڇ>bO_>WsJ>'IRMQ@@"? ,oV3F? +cF?*j>>>Ն] >/S >,RMQ@>YX/>)v-!?!0s?!4q?<>HN>ȡte2&RMQ@>DA >4q>\i_u>, |!?#9ٙ?#=w?RMR@>OHLFh>Gn*>Q>> S>_~ְ|>.Ѽ!ffffff?%X_RMR@@?%ԕr$k? >L> />*Jey>0L3i>a^%7>0ԚP&DRMR@!333333?( mT?(J`?% ?PN> A9>jV6>Hgk/RMR@>c&N >2s|!?*o?*|dp?)?S\D>ḵM tRMS@>C>ީ)->e u4>4t@ ?-wY)?-u1?r RMS@@?'t>=r>6h>ʠ>gD:FK&>6y4 ?0Hbsv^RMS@?0GYRi_? EG2ޅC?/ .|>&n_><5>>c>8>iLń>8̌RMS@ ffffff?13]?1dcپ?!?h>M$>/x*>&6RMT@>l;AM.`>;6B 333333?3N?3sK?#\'? u:>e!#$ZRMT@@>g2)>%pb>ovft>=/0 ?5=?5Z?%"zRMT@? <He$>'^Fd>3>@&>qA>@X&?8I@)RMT@?8GoX7?(B%#?&i[+>%xx>ɜ8i>ޢo$V<>rЦN\>AVyRMU@333333?:eA?:ԕdӜK>DRMU@@>t3>C<?=qZ?=MG?-n?wn>,γZRMU@>2W>~.VZ>v"m>EZ2ffffff?@c?@ae1ح?0]SRMU@?`>rV>6K1>yDH>x/O,>GHDv?B qRMV@?Bz v?2[: ?ħA~>D_>\p>r-7>{dY3>IXyRMV@@?Dmon?DL ?3 C?b(>r׹Q>>a9Uf?RMV@>~ @J>Kw/I333333?F R?F.p,?6b??[RHé>2bo|X\RMV@>{<>!>sNT>MUe?Hr$?Hmy,!?8d$敞RMW@? 6VO?)!G>yw>o2>B*N#>P'wlvffffff?KƈuCRMW@@?J:?:(ü?!'?ɨ~>2D>8vb>Q2M>QmSZRMW@?Ms?M}+"?=œvǪ?#Ɔ?XC>wqL>i^6nRMW@>~Hp>R R?P~$?PzsĄ?@q"`?%֩D$?=ZRMX@> u=~>[v>o\>TEi~333333?R:Px?R5u?B*erRMX@@?(d.?N>1X_> N>h5>Uq13?T$x 0RMX@?T!וv ?Dxr?*@hR ? ]C.>tJM>tI8 > >Vŷ>^BRMX@ffffff?VB ?V:NR?F*OD?-ePZh? F>fl]>CLRMY@>svD>X ?Xj,_?Xr ?H|@՜?09? RMY@@>WK>]Ϝ>Cw#>Y6qp?/?[-mA?[! F?K NՉRMY@?1nQ?ي>bZm>Vo>A>Z7Y333333?^4RMY@?]V?Mݮ0O?3÷o?y6>;ivL>>n>ZDĺRMZ@?`gm?`f?P}q?523nqb>ĤFK@RMZ@@>>9>[e֙o[ffffff?bUu?bJ%/?R5ꌆq?8ԣ}?țRMZ@>71 o>yi> />[\iT?dAwr?d4?TRMZ@?:ث?q!v >lq>X>Z w?faVD1RM[@?fQE4S?V2w,?=E@ ?2P>d+>~47->EE>>YIU&iքRM[@@333333?hϋ?h0?XlHg?@#Xo ?}iPJ>I >̫;g:RM[@>zdkdE>VM  R?kQ \Q?k:F y?[ U?A.n?!ORM[@>/xxra>Q(>J4>Sty8ffffff?n.i<F?n}??]9vRM\@?Cp ?#'>4xH>ЧbnW>]_͔>K?pFpgRM\@@?pz]ȇ?`w%?EwʂD?$㽢}t>.t>7[*>>9C㢼RM\@?rj"ʱ?rU|Q{Cn?b+G{9?Gb?&lŴ7?'d>G"7RM\@>5+6yp333333?tXq?t>3?d ?%?J0-?)#A{RM]@?tS>Mj>|C"PAh" S?vx%h?vY=a_E?fvORM]@@?LҗK?+R28i?tz>{H i>G\ `effffff?x)-tRM]@?xNa}?h_;=Q?O*?.%X[?,ɜ>֖J5>"{,jb@׏RM]@?{i}c?{:\|?jݮX ?QmHq?0{U?h*h}>דoRM^@>⩫t[Ik?~Fs?~ Mى?mq{?S'-g?2)RM^@@? 4Lא>cL#g>ag|-nFE333333?;?'oJ?pOOWRM^@?U7?3; ? Xae>]ٍC>3/mGbv?uwd>RM^@?Jŗw?q ,?WUO?5b60g? i>-Y>C SmȾ3zRM_@ffffff?aRM_@@2?Gٱ ?Rz@\;?AM_?uk?[͋l?9-|V!lw ?zk?FW?wL dRM_@?^]u_-e?;UflO?7vyi>֪)$O~Wiuw333333?j[RM`@? 67?zS>bԟ?`?=?:4>>3z.dӛy+V :RM`@@?A>?ha6?|ꯍe?b#Hi??ƗL?䐫>в4RM`@;ffffff?6T?k7)i?Źn?cv?A1RM`@?BtK>ǐ7]ѾC u'?jC?,&.?o+?cRMa@?eOB?BR Y?zʞ>Tqo֯U1}333333?QaRMa@@?X?;/?gt^Z?C(xߴJ?5t٭Nu˓:sRMa@ffffff?h ?<>V2?5O?,!RMb@@?mh?G bX?-`H\SPIPt( ?̭RMb@?"$:?m?p8j"?H~&^?G .7+[ zPEw(QIRMb@ 333333?`]?R?yq?qUU?Hw b?þJ tzRMc@ݺ\=s*: ffffff?6c 6+C?OPi/?PL{?rS*?IRWRMc@@?qr?t -ѐ0тj ? ?Dx橋?̍RMc@?s?Is.x>JaIyDcLھvY?'tbuRMc@?k?Lwq?u0P?IPx0#%.r؏ؾ <w~IיRMd@?H4ο Í{)RMd@@>NXCԁ333333?/V?O[SМ?@?w°L?HdpRMd@~R#M"Tɾ]R Q1ffffff?Y)X??;z"?~vURMd@?x)c?F/)/X{4 O?ȿRMe@?6BF`?h'hO?zL;a?D=W&_)w* J^"Dg NRMe@@?6E?y/B?e {sg?z%]O5?kqSHG?Q1?rt=uV?{@u?9Ǡ'iB333333?JK\K?r;?F%-RMf@?|==!?-}GB8$1!&sj 4>sr}ffffff?Sՙy6RMf@@?3ñ?V~a?|qAE>>'p=|D"~+군6Q>BjRMf@??p?'e?gp,?|E03.wfoQyAu Nſ#n;RRMf@(-b>B=+$?!?v?s驶?{N߿AAѣnRMg@D¾`?#t̾r6%7n]>*{f?+1? E?xl&J}RMg@@?z.տL`ZX$GA#`_ތUy>5U h>%_կffffff?d)'RMg@?a2?o@??x˪W` TxfqJ?k.!W>n.>>t$ӀRMg@?(,S?S?)o&?R`hX?vg=[mP{M e1[~ RMh@?'>')333333?ńl?iۭ?r?sJy8jayNDRMh@@OS r+? ̇.>w܈ ?ŀkx?ǩ;?HdRMh@?ndHxes!ٿP2XPٿ?ɗ _>.͠C?Y5ZRMh@?;n?@==ڇ?eh|=̿iV],PdǡK>\%]?*ew>KhrRMi@ffffff?R С?Ofo?*!?TrfmPg ?֬kRMi@@?+Tn>_uMq?i_ƙ?Ŋc2,?JS}18hNpՠjRMi@Mߋ?#?i ?[b>;\s)333333?͠Zf#?>[v?u/֣RMi@`\÷ԿGr'J2̬߫?-$?@Nw>ՙ 񙙙?z|RMj@?xt_?o/]Hs_IYD⤠}PA?4u # ?]ۑ!޾oy#RMj@@?6VT?*oC?Btпx9uDOտ;/| k?9}/RMj@?I]f229?ͨG?MՅ.%?1;|WRu7ŋRMj@%ڽ ?>Qê?mz陙?uFޠ?adm ?lS'RRMk@QF2u )6?!1»`?A'2g0?}S 8J W&ffffff?  ۼRMk@333333?֭,u}?HOL[?q6>O/;so'?Jˆ ?B4&RMk@qt访 A+ g?)VYx?,?xIqWsuq?ﶎRMl@?RDčQ?AÂXWLu{g 2ٙ?ٯ?6x?G֎RMl@@+bn{:q?Wh???~PmZֹ P333333?`* :P!Ȓ<ɏ??RMm@UUUUUU?a+??̡')RMm@?؄hyG'?P;O^S ?`G~^#>`* :P!>Ȓ<ɋRMn@?ə?=w?ϮBb}t?`5'?_M/yH2lCRMn@@'VQ r?+,kZr?333333?aEj?Jh;xGny$\H?h3DiRMn@?[hFt9-O>#IH!=? u?ٙ?(st?6x俘G֎RMn@+b?n{:q?Wh?Կ?~PmZֹ? P??/CRMo@?,¿xIqWsu?q?ﶎ?RDčQAÂXWLu}?g 2RMo@@?333333?7iEB?HOL[q6>O/:?so'?Jˆ ϿB4&RMo@qt? A+ f?ffffff?aR{?aa8qS6v{?u"4RMo@?=pjwBNhN ?l@?  _?陙?E\?adm lS'RRMp@QF27?u )6?!1»]TA'2g?}S 8?J W&:??+8,RMp@@?MՅ.%1;|WR?u7ŋ˿%ڽ >Qê?m>zRMp@??dբ?*oCBtпx9?uDOտ;/| k9}/RMp@?I]>f229?񙙙?!{ ?xt_o/]L?s_IYRMq@D⤠}P@4u #!?]ۑ!>oy#?333333?Iif?>[^u/֣RMq@@`\÷Ծ!?r'J2߫-$?@Nbՙ??%heRMq@?Ŋc2JS~18h?pՠEMߋ"#?i ?[bK;\s*RMq@?ffffff?}חF?Ofo*!?Tra?mPg ֬kRMr@?+Tn_uMp??)y?;n@==ڇ?eh|=?iV],RMr@@PdǡL\%]^?*evKhr??:E"?ǩ;HdRMr@?ndHv?es!ڿP2XP??ɗ `.͠C?333333?C$RMr@?iۖd?sJy8?ayNDXOS ?r,P? ̇~w܇RMs@??uk03?)o&ǿR`hX?vg=?[mPzM e?[~ RMs@@?&x'?ffffff?&?a2o@??x˪W` ?TxfqRMs@J?k.?!X>n.>t$Ӏ@?/}Zy? Exl&J}RMs@?z.?L`ZX$GA?#`_ތUy>5U n%_ձ@?GbRMt@?vs驶?{N?AAѣqD¾`??#t̾r6%7kо*{fRMt@@@??'egp,?|E03?.wfoNAu N?#n;RRMt@(-qB=*@ffffff?L/?3ñeV~a?|qAE>'pRMt@=|D?"~+군6ReB䓫@333333?V6nW?r;F%-RMu@?|==!ӿ-}GB8$1?!&si 4sr|@?풑ݵRMu@@?Q1rt=uW?{@u9Ǡ'g u@ffffff?*f}gЎ??;y~v0RMv@@?x)cF/))?/ҾXe>4 P@333333?T RMv@?O[SМA?w°LHdp~R#N?"Tɾ]R> Q1RMv@@?{|6?!e(,osｏ? Í{)RMw@>NX>Cԁ@?݈ذ?kŶLwq?u0PIPx0%RMw@@%,G?؏ <w\>Iי@ ?'֙?Dxy̍RMw@?sɿIs.v>JaK?yD6L߷>vY@ ffffff?ܙ,NRMw@?OPiPL{?rS*IRL?qr@@>t ->0тWRMx@@ 333333?oi?Ry>?qUUqHw S?F>J tRMx@@ݺ\}>=s*@ ??"$9m?p8j"H~&^RMx@?G />7+[ zPD>w(QI@ ?&KG?56,!RMx@?mhǿG bM?-`>H\SPI>t(@ ?:YRMy@?( ҿS.e?ka]EwW3?u& >AՓK؈>>f> RMy@@@ffffff?L?.cY5?ix)|CD%*q?MhF>n=RMy@db?>oϙ @333333?]wX ?XX; ?gt^3C(xߴ2RMy@?5tٰ>Ng˓:8>sR@?l/ ?,&.o+?bRMz@?eOABR Y?zʞTqo֯U>1}@ffffff?zs.KiFRMz@@?k7)YŹQ?cv኿A1?BtKǐ7^BC>u'RMz@@?!?ha6׿|ꯍJ?b#Hi?ƗL?䐤в4RMz@>;@333333?U7? 6zS>bl?`n=RM{@?:4 >3z.ӛy>V 9@? ?F'wL 7RM{@@?^]u_-.;Ufl$?7vyX֪)$O~W0>iu@?RM{@?AM_uj?[͋l9lwRM{@@ffffff?y@?-I qs޲U?YPi!= ؿ7@\nP"?$Ĺ!:RM|@2?>Gٱ @?)!o?Jŗeq ?WUOܿ5b60gRM|@@? i̾-Y>C Sz>>3z|@333333?!?'o*pOOW`RM|@?U73; ? Xa@]ٍ;>3/nw>b@?ruRM|@?~ Mوܿmq{?S'-C2)ժ? 4L׏cL#gt>agU>|-nFRM}@@?,8?{:\{jݮX ?QmHq떿0{U?h*h}דoRM}@@>⩫>t[Ij@ffffff?[ؿ?xNa}h_;=P?O*n.%X[RM}@?,ɋ֖J*>"{G>jb@׎@?e0?vY=a_/fvORM}@?Lҗ0+R28P?tj{H ]>G\1>`e@333333?OܫRM~@?t>3nd ?%?J0)#A{?tSMjp>|C">PAh" 3RM~@@@?*5>+6yi@?ިMs?pz]ȇ`w%?EwʂC$㽢}tRM~@>.t7[*>9C㢼@ffffff?і?n} ]9v~RM@?Cp#>4x/ЧbnW>]_͍K@?fjRM@@?k:F y[ U|?A.n!O>/xxrJQ(>J4StyeRM@@333333?E0t?hXlHgX?@#Xn}iP>I ɾ̫;gRM@>zdkd.VM  @?鞩!?fQE4'V2w,߷?=E@ҿ2PRM@>d+¾~47>EE=YIU&i֪@?뾈?d4TRM@@?:ث<h\>?q!v lq>XZ w@ffffff?94RM@?bJ%/ȿR5ꌆ_?8ԣfț>71 oyi > /ᬾ[\iTRM@@?heH?`fȿP}q?523n&tQ^i0>qRĤFK.RM@>>9[e֙o[@333333? e9?]V榿Mݮ0O?3÷oy6RM@@>;iv>njZDĮ@?i=?[! K NSRM@?1nQي>bZ9VP>AZ7X@?RM@?Xr H|@՛?09 >WK]ϛ>Cw#Y6qp?/RM@@ffffff?'?V:NRF*O.?-ePZh F>flGCLRM@@>svDɾX @?äz?T!וuDx^?*@hQ ]CRM@>tJ9tI8 > Vŷ>^5@333333??R5uѿB*eMRM@?(d.띿N>1X; Nה>h4Uq13@?RM@?Pzsc@q"`?%֩D=0> u=][vz>o\TEicRM@@@?cHwqLi^6nRM@>~HpR R@ffffff??]?J:(á?!'ɨ~RM@>2Dž8vb>Q2;QmSZ@?vK?Hmy, 8d$敞RM@? 6VO})!7>yw|o2>B*NP'wli@333333?x?RM@@?F.p6b??[RHn2bo|X">{<㾮!L>sN6MU5RM@@?$F?DL v3 C?b(⟾r׹>ia9Uf RM@>~ @Kw/H@?x:?Bz v2[: ?ħA~D`RM@>\pξr-8>{dY3IXy@ffffff?QD?@ae1؜0]SRM@@?`rV>6K yD2>x/O,GHDb@?JKQRM@?=M*-nk?wn,γG>2WȾ~.VG>v"mEZ2RM@@333333?Mw?:ԕd*ɼd?ΘPӜK>Dt3C<c@?W?8GoX7(B$?&i[ %xXRM@@>ɜ86ޢo$V>rЦN8AVX@ ?@E?5Z%"zRM@? <He%'^Fe>3@&>qA@X&@ 333333?6RM@?3sK#\? u:e!#$@>g2%pG>ovfW=/0RM@@ ffffff?*D?1dc٬!?hܾM$>/x*&6RM@@>l;AM.E;6B@ ?4?0GYRi> EG2ޅ#?/ .Q&n_pRM@><5=c> >iLS8̌@ ?(j`M?-u1rrRM@?'M=K>6hɾʠ>gD:FK6y3@!?Ua3RM@?*|dpſ)?S\CḵM s>Cվީ)->e u44t@RM@@@!333333?}&?(J`p% ?P> A9>jVHgkRM@>c&N 2sk@!ffffff?z?%ԕr$V }>L /RM@>*Jeb0L3K>a^%7{0ԚP&4@!?b?#=w]RM@>OHLF3Gn>Q>羋 S>_~ְ>.Ѽ[@!?)RM@@?!4qٿ>HNȡte1>DA ھ4q>\i_u, |vRM@@"?9 ? +cF*j?>̾Ն] >/S ,RM@>YX/)v-@"333333?ؑT?D̋ BkQ >aE6zCARM@>ϻ3ibOK>WsJϾ'I@"ffffff?, ]Q?{D_a yOeRM@@> RѡH9} >)P#F>U?x0+$r%@"?@IyRM@?A//a"+>;J |>}D͑dnj>S?X#ȓRM@@"?Ru?S[r6> y:(;!M>)ľ~bݛRM@>Qpۚi!@](@#?c %eJ!14W RM@@>F {%rm,>O\H"te@#333333?qa?< ɿmRM@>\ǥ"7N>嵧-Xoy$Hf>LgE[m<@#ffffff?|RM@?)es Ͽ`S>h5f-_>> v3v>IT;zHRM@@#?L`? )yoZ]>_B]RH>lto0RM@@>Gu/0Jր@#?1D? ML>qaRM@>,r}5>E=܈3tű@$?4o?F^tgelRM@>߹Ƞ>ZDY^pΜ>C;fGZ;R@$333333?|RM@?&ϐ Ѿὔ>ܵsnមT>AiZSQQG}RM@@@$ffffff? .?||:m,|,5>W_51ě>.޾kyK!kRM@>?iRf_*A@$?w/?ڞT>ׁAsqxRM@>7ϾiR4 y>ٲʾ)ORM@>DyxCt>]en f>r >96R `@%?@nRM@@>Z.Mt\>> =2hdL>Ř/d/ >7b=;L&RM@@%333333?˿> ة>jBiğ-E>؊lb1(RM@>5*F~m@%ffffff?и.>{lPSu>σ=AJ<RM@>2h`Ve΄>3(&boض,@%?8R>c̄AȊC1@>3tB^^a3>1VшK>'@%?J~vORM@>Z[KӻZzkM>{ő̂$/> ͕6t[~$ >/b SO7?RM@@&?~I>-<w)?>XU9ZX,ކ>dXyAHRM@>,g+X M@&333333?Nj>1ʉ߰k> AꃿNLRM@@> iPV>)>8^@&ffffff?RҀl>MDܬg>RM@>iˡ\o>~E?Y70T_~4>'Cu9]yu@&? kG;RM@>UA>L K}>{WWKRo{8|5>% ׽c?ARM@@&?腉>zeD\zBMB>MRREBL2>y}4PxP"$RM@@># wQv@'?>>qAl=>U |S>R_R:jxRM@>v> N1>!>,Gu>8q V@'333333? >8ihƾ8QcRM@>,+Ǿa>tTKRy>54S +Ҫpd@'ffffff?SRM@>dIdf>0k_0(/K>rLXHaf>=(+26pӌRM@@@'?C 'w>y6Ⱦy@$Z>8NS >pȋIF_Yh]RM@>fQi7X9@'?t4>{ xmz@>>;bRM@>n_$aD> .> Y|ՇK3R{@(?_>7zH"Z7RM@>-zd4-"u>k{dBQ,>gR>e<'.n@(333333?WFRM@@>Qj_&MQYaH>}ag>hP-@t`%>(g|@RM@@(ffffff?sN>[2OMH#>!HP2!Mk>f53=x%H,RM@>":S ’y@(?tO>Z.O6 &>tK=a0t4+RM@>d\w4 ;$^>Uxx@(?\A>FC٬.F:dRM@@>4nA>bl8@AY*> 4oבj j)@)?/FRM@>BRsBεB h> d>`+"X69pS^> d,a:1RM@@)333333?Q`>ILzA᥾I?@>oPMx>^+EHx(4J.r(RM@>}u4R@)ffffff?Ɵ>ɘ3ZV6)f> Bmʣ#RM@@>[L`C4222vc ۞>aրT@)?5Z>(dZu(RM@>q!~NIG>Xg"ž0w:>Ѝ׽'@)?ofRM@>~-wFe>f){i[f>VYEc-RHI>X@3}hRM@@*?Bd>br>GkyG+>T9?OsX*A~RM@@=mE ,\$]@*333333?7>(7վ(:iop> _JȾvǘRM@>RLm+(e@["= Q*@*ffffff?w_> > 6yRM@>=ut۲d>P2o&oRq=:m,q8|@*?}ʃRM@>ޖ'۾l28>frwO׎>M,K#ŵl=Ӗx/$SUZdRM@@@*?Ґ~>kyVϼkty>Fɿp9t?>K"T;RM@=_ĦA6@+?>5R.Z10o>;zA n0nRM@>HHQ Z0BX=B|ѽ¯5(@+333333?fݭ>au|Ⱦ-RM@>i;k>F2C]#=Fݲݽ@+ffffff?dQRM@@>C>JZ>YȾi8>DVEI<=r W9 Fc>bf In>B,yO};zYmp;RM@=:k۽NwG@+?G>žپ(c>{׾dpDRM@>@r .>T,ut=ac v{@,?Ay>2R͟RM@@>|-cbƄt>=} n=NQ'6@,333333?l>3RM@>? ?`>Ԭ`ԦKC>:׾%=W)$RM@@,ffffff?n>5"_E>~uN^Cc^uC">8]3Q>g RM@=Af1ི`&@,?H>~8)G|}A>{LI[Cc tRM@@>6 'V ed?@ = V˷ p@,?>p]RM@>xXE`@>3 [] H D=e!L5e3@-?;!RM@>OylN^j#>veȊV_ ^K>2 K@PE<=ہFPֽѿRRM@@-333333? fZ>JKپuWZ>tj2JTjOAm>0UPnzRM@@=?K.yP@-ffffff?"P 6>Q_ )>ryPRyLU`RM@>-`!,|,=քƽ)@-?7h&>{c RM@>pCI(P@N>*XPsF=`d+j`$NW@-?Jn[RM@>a>n@/UN@8J>(35s5"_=pljo͢/RM@@@.?[:>[pyZ>k_!ɺK_e3>%=bH2%ehRM@=ЮdX"E>v¾>&I'>hQ\qHMzq"{RM@>#8;ejNM=0([cV00)@.ffffff?y2>ιeUθ؉EqRM@>fhd:پFh 1>!퉺EU8M=QiGQ0z>2@.?USRM@@>j7"~jP`*>dG[DGC0> 8xʽty=ȷ6cRM@@.?τ>_J{y>bYZ%BYa>[3]58/Sn NxJe>` bϾ@ t7RM@> w\Uk5=<(ʧ<ĩԔ@/333333?_>gA9vgR;RM@@>^ 3Г> 0u1>Vi@{]=Oz O,mE@/ffffff?rRM@>cx&Ytcwm>[/I>;/G>h.,x=֪zRM@@/?4>rszorrd>XLI98*>:<,RM@=>o @/?:>WpV)>VAfA6ARM@@>6oC罗=!Ч!Z>@0?ÕH>~5[H1n5ZaRM@>T#Lp+˾4#A[K>qc'{<ǣ`=)@z>l@0?U#1RM@>{Un85kUm2lK>R8jR28q> '2oPͥ=6M&ಽ6SRM@@0333333?Έ>xcɾh3 >P},0}̙> a!^f1aRM@@=~~:%@0L?=>vajfaw >M֭K#-֬i#uaRM@>=ތ,=/;2/6!].@0ffffff?׀Y>t?M0d?Ӡ0RM@>J<'**̷>flޝP̄=t؃VtH@0?ZzRM@>rRBF۾bRKr>Hn(n>5K]=Q^C}De`RM@@@0?ׯ>p(D`'>Fߍ(Q&>|:הOxpRM@=bhszTn!@033333?t>nH h^>D\I $[RM@>Hl|UeP/=a篽xasUG@0?[I>k%}[%q͂*RM@>Bt{"Q=4^M =v/S@0fffff?oRM@@>hL"%XK(x>@`2k"# `25=3,@wP6=uZsnRM@@1?>f9zfξV9ٚe >=zxй=4p`YtϜC,)RM@=#?Ur'@1?>dlHTly>:Џ]Џ=RM@=sw̚/q=XLpX)@1333333?̓>b2|6R2|"KRM@@>8COCO(i=i R߽c$$D=E&mgYAt@1L?RM@>`w+{Pw+i>5:\݄o:~F=->jHѻh=LjE9RM@@1ffffff?j>]{#M#>3d~<d=ou=ȟut0iSwRM@=7Ph7Kh@1?>Z.{ؾJ.e cZ>1t%Us|RM@@=RKE,5ڴ=_Ͽe[22YF@1?R>XeZ(۵HeZBmDRM@>0CK_舾C(=WUY"G=ӒXýcӎe@133333?|[RM@>VCSVF4>-nx n˦D=‡`궽e=_aZ5RM@@1?^v>SCIHCC>*. IF\=N$]ah/!RM@@=;!ѽ`;-@1fffff?">R+4B>(ک䓟uRM@=G*%ur=`(]`$ς8@2?μ>PZb=̾@Zb{RM@>%؎uҾblJ=qyzӽA|=liEZq@2?KRM@>M=1\>#dH=ߑtvX ^F/= :X QARM@@@2333333?N=->J Fdmb: ;0I,>!mګ0OJ=ܐ SC ;;RM@=pU*@2L?S,>H:K@ ~8:B-> '"9'"\CRM@=6#f:ZEov,D5on;RM@>;?*1s?;?#=bm罯. =6"Q4\O@2? j#RM@@>CWp3Wj0>s(Us.=(k)6='P*P&RM@@2?;L>AUg<1L >êÐ N=%i$;6TM^RM@=},Z)M,N=@233333?(>@=_s0=[iR>9j>RM@=RΟw?N %=zf6>,Jf }ڒ@2?Sw>=dAv&-dAjRM@@>+y+z=Y`" j ,=wG @2fffff?RM@>::tO*:o!5>ј gщQE=^\g=u4tOE RM@@3? >8V4(V  > 3 ֎=ɫ)`/?=qRM@=s~C}@3?G<>5C {%> $G$džRM@@=9Kj6e=ql/A^@3333333?>3 T#[RM@> D1ӱ#'!ӱ!t^>%;`=yZ=ly &0!f5! !f3>ݔ |`݉3=4)6뽖RM@@=j7ǧ:7R<@3?,>-0޲0J0ޯH>uſ蟽uߞRM@=#x15 *B?=g/ٻ5>7/,@3?YdH>*iynTivRM@>K D`8@333333?RM@>'D߾Dߪg=ݰ7GݰP=~'F:ĕJc=clN'r3lMeRM@@@3?c>% Ǜk q=bX*bNl=bZԽyr*RM@=a Ƹt1 g)@3fffff?>#6x6!=OpU֦RM@=)jC7J=_?1/@4?䷛>!TBSRM@=]ggǽכ]ߌZ=Ww.A`=\&>N,%U"^@4?RM@@> 2f2=\C`\C̓=eގ׽q1=Z 'ݽ* -ݗRM@@4333333?R>ճ ղPM=S28SŤO=쟔.4RM@=WI0'0@4L?.#>; ;ż=} ,4Ľ} )RM@=AA%:W=UQuA%QŒJ@4ffffff?B >|Tt{:8RM@@=t8ϥ=QD# ݔ2=SJY-_#JXGoL@4?T.(RM@>z:\z:=O̢JJ=f@~t"9=Qtg!tflfRM@@4?d>o/˒o/k=VeϽVvR=Sy{b'RM@=O[IĽZ '@433333?sSp>odԅ=rjr7RM@@=ŻЕy;=LSM̽6@4?|>`p`HRM@=6E^6B-=1*:vD=I܌UI_܌!@4fffff?hRM@> %N%O=2G/+2Ex=Fty=Gfd#fbRM@@5?=> 4ý ϊO=^uG^u =V(ωrCaRM@@=E,rN`ٽ,r+@5?>VPU0=n@1½n[4RM@=%Qdt/pË Y=C(tQK(X@5333333?G>TMKTM2RM@=pepc`/=NnVM',=AUJUhl@5L?RM@>MDDMC#+=ټ c "a=n ks=xf=?_!e_!uRM@@@5ffffff?$>vvю?=If#Ie`l=(ehւ{RM@=VN bZqa@5?ʃ=h4sg=D~C1RM@=3,fyj8=9U ٽ UwA@5?b=/Dų6RM@=ؚX׉=܈L2dUV!=7=A!=|>@533333??RM@@=$|$=@@΍=Mbf{)=5m}mdERM@@5?,v=i9i9^*=7*67=ZܦY`1@5fffff?ա9=/cC!4i/cB=?/KZ?/ RM@=f;f^!C-A=177 .@6?٩o=+H+HRM@@=ɏ wn Z=rol)[C?|=/(H^ (Hc@6?OiRM@=XKYQݽXKY+m= dvJA du=P\޽X=,1=u+x1=f9RM@@6333333?=c})kc})m|=L;=L|xVR TfRM@=)mgšm@6L?0=fϠԮfϠmjB=5[G5ԝ)RM@@=~KT2Z\8=' Ct@6ffffff?M=tٲKRM@=!AP!@O={i~?^RFT=$⩺Yx⩱h@6?*RM@=@+@+ss=Ƚ6=xͱ=qԴP g="Zm^SRM@@6?= Ykԗ۽ Yk= ̏Ws ̎=vqpqJ3(MPRM@@=!z9 z4@633333?;= 8 80=b\KSb\JRM@=tN:PK=Ϗ=φ@6?=9F$19F0RM@=:潖.P2=r_ b=Hww=iIb=c@6fffff?iRM@=,|ɽ,]=hXսhXo\=pSyqXUF+@=Uԃz̼U}~RM@@@7?l=5'S5'?=Xн =nIfD JRM@=.P))B@7?==مoɅZ=8![7MRM@=k9c:B&aK[ =& 蚼&E@7333333?s=.@.0ENPRM@=8W޻@7?r=7NP#50u4*qO@9333333?o=ռiUչ"RM@@=W~`WNjL=:ٽ73?R>0@9L?RM@=II=~* 4^*|c<=8"Rr0 7)#[ >#E4W@933333? YRM@=T܇7低T܅k=t87T8mH=0-=B[<ئu-AuRM@@9?$q=q+sq+c=rKrVLhRKrR`=-FKѽ2~4RM@@X@:ffffff?=n(i~n'%RM@=d2In?߽D2Ik= Zk_R;<{\#H{\T@:?RM@@=A뜨{A뜧=b+hnB+hm5=sۂb<&A̒&RM@@:?X=)1|ɽx)0=`qApx`@qAp=Nݼg2RRM@< Hu+5 HuEu@:33333?=Q ]WvQ =]bLl=bLcRM@==5 5b<"t"[@:?;=1^t1^RM@@=Z~z̽:~z!=ȄC `I sonк@<?RM@@=fEs}4lVEs}#==YQ"YPj3_SRM@~KH>} Dɽ:>9=!)Sm5)SO?=:V¬z *V¬tRM@@=@F@8<g6 Ay]+?RMˀ@=75RĽ'5RT=ÔEÔӚ333333?N=5% = U߼T<CetRM@L?=3?2=#?2== TBﲼTBRM@@ffffff?=16!RM̀@="犃<6G#uH^n?RM@=/B2 B2 =M,!·M,!< ito;?1=,#ȿ"#ȿ=F*d9F*[<֌C_a>RM@@33333?]=*(~(=pYpYRM̀@?='nj*nj(`RM@fffff?RM@=%j2@2j2@0<\o䮼,og@?333333?=CFANRM@<'ƇӔ'ƇV<6G1# < KrY]bZ]9RM@<1 Eyxr Eyx}@@?<....֥#<x >@A ?RM@<+р+gf,#㼎>f,#RM@f,#<>f,#; >r@33333<|ZRM"@<|Z<|Y<֥#<<RM"@@<.۸jh;۸jRM"@@@<]9RM"@<1 Eyxs< Eyx}E@s33333<0<$<0<$p<0<$-<1K<1J"RM"@<ҫ<`}S<2^͊<^|l@ffffffRM" @@< KU# <\o<,ogRM" @?=#a!M:=#a!M:B=a!M8fffff=%j2@3=%j2@2=j2@0='nj+='nj*z=nj(IRM" @@33333=*(RM" @=*(=(=pY =,#ȿ=,#ȿ\=#ȿ=F*d`RM"@=/B2=/B2 =B2 =M,!·ffffff=1=1Y=!RM"@="<犃<6G#<H^nL=3?2=RM"@=3?2==#?2== TB<TB߻333333=5t=5=% = U=75R,=75R='5R=Ô<ÔRM"@=:V¬|=:V¬z =*V¬tRM"@=@F<@8<g6 @J,=J>D=:>9=!)Sm#=)SORM"@ч~K=H>}8j3t W#[<>#E4W9=.޴RM"@=.3&=,=x8==X1=3= X)U[<<RM"@9ffffff=x3`a}=x3_=x3]={KDxC=[KDp#'=5Y= s{xRM"@@<k@/<jg9L=I=I=I=~* o=^*|cxRM"@=8"Rr=0 7IT09=71zRRM"@=71=71=l$[=bl$˿gt==yy=1RM""@=D =D=;=~ =XwBj^=0O"#=,!<ҤԁRM"#@7=YYS=YYS=YYS:=; =;C=[ -L=2RM"#@@=0!pL<ԙ.8733333====9l=9KlMRM"#@=]\=3\M=Ċ<ĊF7=Cr=<=RM"#@=nN=F-=`B /=6X \= )0ߜy<)-ԍ7=7RRM"$@=7NNPRM"$@=8<޻7L=UW533333=$)K=$=$-=@=@΍$RM")@=M=bf{)&=5m}=mdZ5=MK=/C=ų5RM"*@=ؚX=׉=܈L2=dUV!=7=A!==|>5=hrRM"*@@=h4s=g=D~=C1=3-=fyj8=9U = UwBRM"*@5ffffff>vC>v5=vюb=IfR=Ie`=(=hւRM"*@=VN= bZq5L>MD4ժ>MDD=MC#R=ټ Ֆ= "RM"+@=n A=ks=xf=?_!e2=_!u5333333>TM+>TMK=TM2RM"+@@=pe=pc`L=N=nVM',5=AUJ%=Uh~5>VkWRM"+@>VP=U0=n@1=n[4=%Qdt/=pË Y=C(tQK=(XRM"+@5> Ј> 4= ϊO=^uG=^u =V(ω=rCaRM",@=E,rN`=,r+4fffff> %6L> %N=%O=2G/R=2ExRM",@@=F=ty=GfdR=fb 4>`/>`q$=`I RM",@=6E^=6BW=1*[=vp=I܌UI=܌!433333>lRM",@>ov>ԅ=rk=rO=ŻШ=y;=LSM=SRM"-@4>o0!6&>o/˒>o/k=Ve=VvR=Sy={b'RM"-@@=O[I=Z '4>z:y>z:\>z:=O=̢JJRM"-@=fA=~t":=Qtg=!tflg4ffffff>|O2>|Tt>{:gRM"-@=tv=ϥ=QD#7= ݔT=SJY-=#JXGor4L>;RM".@>; U> ;ż=} ,4=} )=Az=%:}=UQuA=%QŒuRM".@@4333333>մƯ>ճ> ղPM=S2L=SŤc=쟔N=42RM".@=WII='04> 2 > 2f>2=\C`=\C̔RM".@=eގ=q1=Z '=* -ݗ4>!UV>!TB>SRM"/@=]gg=כ]ߌZ=Ww=.A`=\&>N=,%U"^3fffff>#67RM"/@@>#6x>6H=O٥=U=)jm=7J=_?q=/_RM"/@3>% Ȅj>% Ǜ> q=bX*,=bNl=bZ=yrgRM"/@=a Ƹ=1 g)333333>'D8q>'D>Dߪ=ݰ7h=ݰPRM"0@=~'FT=ĕJt=clN'r=3lMe3>*izq4>*iynT>ivRM"0@@>K =D`83>-0޴F>/RM"0@>-0޲0K>0ޯH>uſ=uߞ=#x16= *B@=g/ٻ5>=7/,RM"0@3ffffff>0!f6%5X>0!f5!5> !f3>ݔ |=݉3!=4)6 =RM"1@=j7ǧ=:7Rp3L>1ӱ%->1ӱ#K>!ӱ!t_">%;=`ARM"1@@==Z=ly &=3ޏ֎>3 g>#[RM"1@> DV=D l=!r=3MC=p=@*1u3>5 '5C {>%> $G=$dž=9Kj6=e=ql/=A^RM"2@3>8VF>8V4>(V  > 3= ֎=ɫ)`/?==qRM"2@@=s~=C}2fffff>::wk>::t…>*:o!5>ј h=щQFRM"2@=^=g=u4tP$=E '2>=dA6>=dAv'>-dAjRM"2@>+y=+z=Y`"*=j A=w+=G%233333>@=aRM"3@>@=_t>0=[iR>9j=>=RΟwQ=N <=zf6>,=Jf }ڬRM"3@@2>A>AUgN>1L>ê=Ð N=%i$O=6TMxRM"3@=},ZG=M,N=-2>CWs >CWp>3Wj1>s(U=s/RM"3@=(k)=6='P*=P&2ffffff>Eoy>Eov,p>5on;RM"4@>;?*1sy=;?#=bm=. =6"5=Q4\s2L>H:O)RM"4@@>H:K@ >8:BF> '"9>'"\C=6#=:ZJ K>J Fdm}>: ;0IG>!mګB>OJ=ܐ SC;= ;ORM"4@=p=U*2>MҸ>M>=1\>#>dIRM"5@=ߑtvw= ^F/= :=X QA2>PZb;>PZb=>@Zb{RM"5@@>%؎u>blJ=qyz=A|=liE=Zq1fffff>REdRM"5@>R+Y>BD>(>䓟=GQ=%us =`(C=]`$ςtRM"5@1>SC>SCI\>CC>*. > IFw=N$]a=h/>RM"6@=;!=`;-133333>VJ>VCSk>F4>-nx> n˦`RM"6@@=‡`=e;=_=aZF1>XeZ2(Y>XeZ(۵>HeZBm\RM"6@>0CK_>C(#=WU'=Y"G=ӒX=cӎy1>Z. RM"6@>Z.{>J.e cZ>1t%U>s|=RKE=,5ڴ=_Ͽ=e[22YERM"7@1ffffff>],Z>]{#>M$$>3d~c>d=o=ȟut=0iSRM"7@@=7P,=h7Kh1L>`w,y>`w+{>Pw+y>5:\݄>:~\RM"7@=->=jHѻ=L=jE91333333>b2|AW3>b2|6>R2|"KRM"7@>8CO>CO(ˁ=i R=c$$D=EC=mgYA1>dl+c RM"8@>dlH>Tly>:Џ]>Џ==sx =̚/q=XL=pX)RM"8@@1>f9g>f9zf>V9ٚe>=zx>и=4p`Yt=ϜC,)RM"8@=#?U=r'0fffff>hL$<>hL"W>XK(>@`2k"#> `25RM"8@=3,t=wP6=uZ=sn0>k%>k%>[%q͂FRM"9@>Bt|>"d=4|=M ==v/S033333>n3iRM"9@@>nH >^>D\I!>$[>Hl|=UePD=a=xasU_RM"9@0>p(":>p(E>`'>Fߍ(Q->&>|K=הOxRM"9@=bh=zTn;0>rR='>rRBF>bRKr>Hn>(nRM":@>5K=]=Q^C=}De`0ffffff>t? >t?MX>d?Ӡ0RM":@@>J<'>**̷>flޝ{=̄=t؃v=tI0L>va$^[RM":@>va>faw$>M֭KA>-֬i#u>=ޣ=L=/;D=/6!]@RM":@0333333>x%>xc>h3#>P},>0}̪> a!x=f1sRM";@==~:90>{UngH>{Un8Q>kUm2lg>R8jR>28qRM";@@> '2 =oP͸=6M&=6S0>~5[H>~5[H1>n5ZaRM";@>T#Lp+>4#A[K>qc'={<ǣ`=)@{=>m/>W@dRRM";@>W>pV)>VAfn>6A>6og=罗 %=!Ч$=!ZuRM"<@/>rŞn>rsz>rrdҤ>XLIj>8*>a=<,ORM"<@@=>= /ffffff>cxZP&@>cx&Y>tcwm>[/I>>;/GRM"<@>hC=,x= =֪/333333>hu>gAO>vgRQRM"<@>^ 3а>> 0u1>Vi=@{l=Oz=O,mV/>2RM"=@>n O>xJe>` b>@ t7> w\=Uk5=<(ʧ=<ĩԔRM"=@@.> ;>_>{Ȱ>bYZ%>BYa>[3]5s=/ScRM"=@=]]=]rA.>jN#>j7_>~jP`g>dG>DGC0RM"=@> 8x=tz)=ȷg=c.ffffff>ιg>ιeU>θ؉ERM">@>fhd:>Fh G>!퉺E=U8d=Qia=Q0z>M.333333>?)tRM">@@>>v>>&I:>hQ\>HMzq">#8;e=jNg=0([cs=00GRM">@.>\8kJ>[py>Z>k_!ɺ>K_e3>%=bH=2%ehRM">@=ЮdX"E=4m>>>n@/UM>N@8JRM"?@>(35s5>"_=pl=o͢/->;38>{>c RM"?@@>pCI(>P@p>*XP>sj=`d+=`$NX -ffffff>YJ?RM"?@>Q >_ F>ryP(>RyLUs>-`!J>|,=ք=@RM"?@-333333>4ſ>JK>uWZ>tj2J>TjOA>0UPn>zRM"@@=?K.=h->O>Oym>N^j$>veȊ>V_ ^KRM"@@@>2 KA>PE<=ہFP=ѿR,>񳄭q>p>RM"@@>x(>XE`r>3 []> H z=e!Lr=e3,>RM"@@>~8)q>|}k>{LI(>[Cc >6 '> ed?@D= x=˷ pRM"A@,ffffff>!>59>_E6>~uN^Cd >^uC">8]3j>>g RM"A@@=Af1=`&,333333>? υ_>? >?`>Ԭ>`ԦKCRM"A@>:>7=W>=$,>xq)q>2R>͟RM"A@>|-c>bƄt>=}> n=NQ='6+>2RM"B@>ſ>(>{>dpn>@r .>u>,uu=a= v| RM"B@@+> zMș> W[> F>b>f I>B,yO>;zYmpkRM"B@=:k=NwG+ffffff>q)>CQ>Jm>Y>i8RM"B@>DV>EIW=>=r<+333333>u>au|>-RM"C@>i>k>F2C>]A=Fݲ=+>7c"YRM"C@@>5R.[>10o>;zA >n0n>HHQ> Z0BX=B|=¯5(RM"C@*>k| +>kyV>kty>F>p9ta>K>"T<RM"C@=` =ĦA6*>>ޖ(>l2p>>rwO״RM"D@>M,>#ŵ=Ӗx/$=UZdM*ffffff> A}> > > 6yRM"D@@>=>t۲d>P2>&oRq=:m,=8|*333333>( RM"D@>(7>(:io> _J>vǯ>RLm=>(e@[:= Q=*RM"D@*>l3<>b>r>Gk>yG,>T9?OsY>*A~RM"E@=mE ,]=$])>Bix>~->wF>fa>{i[RM"E@@>VYE>-RH>X@3}7=h)>(g>(dZuB>( RM"E@>q!>~NI>Xg"ž>0w:&>Ѝ=')ffffff>ɘ8兗2RM"E@>ɘ3ZVO>)> B~>ʣ4>[L`C42>22vc ۰>a=րTRM"F@)333333>IR>ILzA>I?@>oP>Mx>^+EHx)>4J.r=RM"F@@>}nj=4j)>B>BRs>BεB g> >dRM"F@>`+"X>69pS^> d,=a:1(>FHa}N>FC٬P>F:dRM"F@>4n>A>bl>8@AY[> 4oב= j),(>`KRM"G@>Z.>O6 '!>tK=ac>t4+>d\w4 >;$^>Uxx=RM"G@@(ffffff>b'>[2O>MH#>!HP2>!M>f53>=x%HJRM"G@>":S*= ’܋(333333>QrQ>Qj_&M>QYaH>}>gRM"G@>hPF>@t`6>(z=|S(>A"F>7zH>"Z7RM"H@>-zd4>-"u>k{d>BQ,>gR>e<'=.n'>{#RM"H@@>{ xn>z@>>>;b>n_$a>D> W> Y|Շy=3R{RM"H@'>ybO>y6>y@$>8N>S4>pȋk>F_Yh݊RM"H@>fQij=X9'ffffff>d_*k>d[>df->0kv>0(/bRM"I@>rLX*>Haf>=(+N=6pӨ'333333>8rj>8ih>8QcRM"I@@>,+>a>tT>KRy>54S 9=+Ҫp'>>[uRM"I@>>qAl=>>U |S>R_>R:jy>v> >N1>!>,Gu>=8q VRM"I@&>zv~>zeD>zBMq>MRRE>L2>y}4P>P"FRM"J@># =Q&>b>>UA>L/>K蘟RM"J@@>{WW>Ro{8|Z>% =c?A&ffffff>- >Ma>ܬg[RM"J@>i˴>\Ȃ>~E?Y7N>T_~I>'Cu=9]y&333333>> RM"J@>1ʉ(>߰k > Aꃿd>b> ib>V>)>9=8xRM"K@&>@[>-<>w)?>XU9Z>X,ކ>d>XyAHRM"K@@>,g+=X M%>Zi>Z[K>ZzkM>{ő>̂$/RM"K@> ͕6>[~$ >/b SB=O7?%>c֚l>c<>cVRM"K@>̄A>C1x>3tB>^a3">1Vш>K>'%ffffff>hRM"L@>{l>PS>σ=Ai><>2h>`Ve΄>3(&bo>?RM"L@@%333333> ,}hf> >>jB(>iğ-W>؊l>b1(RM"L@>5*F>m%>ߎH>Z.Mt>\>> >=2hdLRM"L@>Ř/>d/ >7b=>L&$>誝>ٳ >)O RM"M@>Dyx>Ct>]en.>f>r >96R> `$?|4&$RM"M@@?ڞ>T>ׁAsG>qy!>7>iR4 > j-_*RM"M@$ffffff?|K*K?||:m@>|,5>W_P>1Ķ>.>kyK!RM"M@>?iRĆ>_*A'$333333?`H?&ϐ >Ὡ>ܵ<dž>ORM"N@>s>nមr>AiZSQ>QG}$?2`?E>^tgekRM"N@@>߹>Ƞ >ZDY]>pΜ>C;fGZ>;R#? MsRM"N@? MD>L>>a3>,>r}5>E=܈3>űRM"N@#? ,gr? )yͪ>Z>_B>]RH>l">to0RM"O@>Gu/_>Jր#ffffff?iI?)es ?`S>h5>f-_RM"O@@>> >v3v>IT9>;zb#333333?7?< ?mRM"O@>\,>ǥ"7e>嵧-X>y$Hf>Lga>[mX#?eŸRM"O@?x(?r>%eI>!14W >F >{%rm+>O\>H"tdRM"P@"?^?S[?r6> y:a>;!MO>)>~bRM"P@@>Qpۚ>!@]("??A//?"+>;JI>| (RM"P@>}D͑>nj>S?~>#ȓ"ffffff?{U%?{D_|? yORM"P@> R>ѡH9}>)P>#F>U?x0+>$r%"333333?D5~ RM"Q@?D̨? BkQ >aEI>zCA>ϻ3ڇ>bO_>WsJ>'IRM"Q@@"? ,oV3F? +cF?*j>>>Ն] >/S >,RM"Q@>YX/>)v-!?!0s?!4q?<>HN>ȡte2&RM"Q@>DA >4q>\i_u>, |!?#9ٙ?#=w?RM"R@>OHLFh>Gn*>Q>> S>_~ְ|>.Ѽ!ffffff?%X_RM"R@@?%ԕr$k? >L> />*Jey>0L3i>a^%7>0ԚP&DRM"R@!333333?( mT?(J`?% ?PN> A9>jV6>Hgk/RM"R@>c&N >2s|!?*o?*|dp?)?S\D>ḵM tRM"S@>C>ީ)->e u4>4t@ ?-wY)?-u1?r RM"S@@?'t>=r>6h>ʠ>gD:FK&>6y4 ?0Hbsv^RM"S@?0GYRi_? EG2ޅC?/ .|>&n_><5>>c>8>iLń>8̌RM"S@ ffffff?13]?1dcپ?!?h>M$>/x*>&6RM"T@>l;AM.`>;6B 333333?3N?3sK?#\'? u:>e!#$ZRM"T@@>g2)>%pb>ovft>=/0 ?5=?5Z?%"zRM"T@? <He$>'^Fd>3>@&>qA>@X&?8I@)RM"T@?8GoX7?(B%#?&i[+>%xx>ɜ8i>ޢo$V<>rЦN\>AVyRM"U@333333?:eA?:ԕdӜK>DRM"U@@>t3>C<?=qZ?=MG?-n?wn>,γZRM"U@>2W>~.VZ>v"m>EZ2ffffff?@c?@ae1ح?0]SRM"U@?`>rV>6K1>yDH>x/O,>GHDv?B qRM"V@?Bz v?2[: ?ħA~>D_>\p>r-7>{dY3>IXyRM"V@@?Dmon?DL ?3 C?b(>r׹Q>>a9Uf?RM"V@>~ @J>Kw/I333333?F R?F.p,?6b??[RHé>2bo|X\RM"V@>{<>!>sNT>MUe?Hr$?Hmy,!?8d$敞RM"W@? 6VO?)!G>yw>o2>B*N#>P'wlvffffff?KƈuCRM"W@@?J:?:(ü?!'?ɨ~>2D>8vb>Q2M>QmSZRM"W@?Ms?M}+"?=œvǪ?#Ɔ?XC>wqL>i^6nRM"W@>~Hp>R R?P~$?PzsĄ?@q"`?%֩D$?=ZRM"X@> u=~>[v>o\>TEi~333333?R:Px?R5u?B*erRM"X@@?(d.?N>1X_> N>h5>Uq13?T$x 0RM"X@?T!וv ?Dxr?*@hR ? ]C.>tJM>tI8 > >Vŷ>^BRM"X@ffffff?VB ?V:NR?F*OD?-ePZh? F>fl]>CLRM"Y@>svD>X ?Xj,_?Xr ?H|@՜?09? RM"Y@@>WK>]Ϝ>Cw#>Y6qp?/?[-mA?[! F?K NՉRM"Y@?1nQ?ي>bZm>Vo>A>Z7Y333333?^4RM"Y@?]V?Mݮ0O?3÷o?y6>;ivL>>n>ZDĺRM"Z@?`gm?`f?P}q?523nqb>ĤFK@RM"Z@@>>9>[e֙o[ffffff?bUu?bJ%/?R5ꌆq?8ԣ}?țRM"Z@>71 o>yi> />[\iT?dAwr?d4?TRM"Z@?:ث?q!v >lq>X>Z w?faVD1RM"[@?fQE4S?V2w,?=E@ ?2P>d+>~47->EE>>YIU&iքRM"[@@333333?hϋ?h0?XlHg?@#Xo ?}iPJ>I >̫;g:RM"[@>zdkdE>VM  R?kQ \Q?k:F y?[ U?A.n?!ORM"[@>/xxra>Q(>J4>Sty8ffffff?n.i<F?n}??]9vRM"\@?Cp ?#'>4xH>ЧbnW>]_͔>K?pFpgRM"\@@?pz]ȇ?`w%?EwʂD?$㽢}t>.t>7[*>>9C㢼RM"\@?rj"ʱ?rU|Q{Cn?b+G{9?Gb?&lŴ7?'d>G"7RM"\@>5+6yp333333?tXq?t>3?d ?%?J0-?)#A{RM"]@?tS>Mj>|C"PAh" S?vx%h?vY=a_E?fvORM"]@@?LҗK?+R28i?tz>{H i>G\ `effffff?x)-tRM"]@?xNa}?h_;=Q?O*?.%X[?,ɜ>֖J5>"{,jb@׏RM"]@?{i}c?{:\|?jݮX ?QmHq?0{U?h*h}>דoRM"^@>⩫t[Ik?~Fs?~ Mى?mq{?S'-g?2)RM"^@@? 4Lא>cL#g>ag|-nFE333333?;?'oJ?pOOWRM"^@?U7?3; ? Xae>]ٍC>3/mGbv?uwd>RM"^@?Jŗw?q ,?WUO?5b60g? i>-Y>C SmȾ3zRM"_@ffffff?aRM"_@@2?Gٱ ?Rz@\;?AM_?uk?[͋l?9-|V!lw ?zk?FW?wL dRM"_@?^]u_-e?;UflO?7vyi>֪)$O~Wiuw333333?j[RM"`@? 67?zS>bԟ?`?=?:4>>3z.dӛy+V :RM"`@@?A>?ha6?|ꯍe?b#Hi??ƗL?䐫>в4RM"`@;ffffff?6T?k7)i?Źn?cv?A1RM"`@?BtK>ǐ7]ѾC u'?jC?,&.?o+?cRM"a@?eOB?BR Y?zʞ>Tqo֯U1}333333?QaRM"a@@?X?;/?gt^Z?C(xߴJ?5t٭Nu˓:sRM"a@ffffff?h ?<>V2?5O?,!RM"b@@?mh?G bX?-`H\SPIPt( ?̭RM"b@?"$:?m?p8j"?H~&^?G .7+[ zPEw(QIRM"b@ 333333?`]?R?yq?qUU?Hw b?þJ tzRM"c@ݺ\=s*: ffffff?6c 6+C?OPi/?PL{?rS*?IRWRM"c@@?qr?t -ѐ0тj ? ?Dx橋?̍RM"c@?s?Is.x>JaIyDcLھvY?'tbuRM"c@?k?Lwq?u0P?IPx0#%.r؏ؾ <w~IיRM"d@?H4ο Í{)RM"d@@>NXCԁ333333?/V?O[SМ?@?w°L?HdpRM"d@~R#M"Tɾ]R Q1ffffff?Y)X??;z"?~vURM"d@?x)c?F/)/X{4 O?ȿRM"e@?6BF`?h'hO?zL;a?D=W&_)w* J^"Dg NRM"e@@?6E?y/B?e {sg?z%]O5?kqSHG?Q1?rt=uV?{@u?9Ǡ'iB333333?JK\K?r;?F%-RM"f@?|==!?-}GB8$1!&sj 4>sr}ffffff?Sՙy6RM"f@@?3ñ?V~a?|qAE>>'p=|D"~+군6Q>BjRM"f@??p?'e?gp,?|E03.wfoQyAu Nſ#n;RRM"f@(-b>B=+$?!?v?s驶?{N߿AAѣnRM"g@D¾`?#t̾r6%7n]>*{f?+1? E?xl&J}RM"g@@?z.տL`ZX$GA#`_ތUy>5U h>%_կffffff?d)'RM"g@?a2?o@??x˪W` TxfqJ?k.!W>n.>>t$ӀRM"g@?(,S?S?)o&?R`hX?vg=[mP{M e1[~ RM"h@?'>')333333?ńl?iۭ?r?sJy8jayNDRM"h@@OS r+? ̇.>w܈ ?ŀkx?ǩ;?HdRM"h@?ndHxes!ٿP2XPٿ?ɗ _>.͠C?Y5ZRM"h@?;n?@==ڇ?eh|=̿iV],PdǡK>\%]?*ew>KhrRM"i@ffffff?R С?Ofo?*!?TrfmPg ?֬kRM"i@@?+Tn>_uMq?i_ƙ?Ŋc2,?JS}18hNpՠjRM"i@Mߋ?#?i ?[b>;\s)333333?͠Zf#?>[v?u/֣RM"i@`\÷ԿGr'J2̬߫?-$?@Nw>ՙ 񙙙?z|RM"j@?xt_?o/]Hs_IYD⤠}PA?4u # ?]ۑ!޾oy#RM"j@@?6VT?*oC?Btпx9uDOտ;/| k?9}/RM"j@?I]f229?ͨG?MՅ.%?1;|WRu7ŋRM"j@%ڽ ?>Qê?mz陙?uFޠ?adm ?lS'RRM"k@QF2u )6?!1»`?A'2g0?}S 8J W&ffffff?  ۼRM"k@333333?֭,u}?HOL[?q6>O/;so'?Jˆ ?B4&RM"k@qt访 A+ g?)VYx?,?xIqWsuq?ﶎRM"l@?RDčQ?AÂXWLu{g 2ٙ?ٯ?6x?G֎RM"l@@+bn{:q?Wh???~PmZֹ P333333?`* :P!Ȓ<ɏ??RM"m@UUUUUU?a+??̡')RM"m@?؄hyG'?P;O^S ?`G~^#>`* :P!>Ȓ<ɋRM"n@?ə?=w?ϮBb}t?`5'?_M/yH2lCRM"n@@'VQ r?+,kZr?333333?aEj?Jh;xGny$\H?h3DiRM"n@?[hFt9-O>#IH!=? u?ٙ?(st?6x俘G֎RM"n@+b?n{:q?Wh?Կ?~PmZֹ? P??/CRM"o@?,¿xIqWsu?q?ﶎ?RDčQAÂXWLu}?g 2RM"o@@?333333?7iEB?HOL[q6>O/:?so'?Jˆ ϿB4&RM"o@qt? A+ f?ffffff?aR{?aa8qS6v{?u"4RM"o@?=pjwBNhN ?l@?  _?陙?E\?adm lS'RRM"p@QF27?u )6?!1»]TA'2g?}S 8?J W&:??+8,RM"p@@?MՅ.%1;|WR?u7ŋ˿%ڽ >Qê?m>zRM"p@??dբ?*oCBtпx9?uDOտ;/| k9}/RM"p@?I]>f229?񙙙?!{ ?xt_o/]L?s_IYRM"q@D⤠}P@4u #!?]ۑ!>oy#?333333?Iif?>[^u/֣RM"q@@`\÷Ծ!?r'J2߫-$?@Nbՙ??%heRM"q@?Ŋc2JS~18h?pՠEMߋ"#?i ?[bK;\s*RM"q@?ffffff?}חF?Ofo*!?Tra?mPg ֬kRM"r@?+Tn_uMp??)y?;n@==ڇ?eh|=?iV],RM"r@@PdǡL\%]^?*evKhr??:E"?ǩ;HdRM"r@?ndHv?es!ڿP2XP??ɗ `.͠C?333333?C$RM"r@?iۖd?sJy8?ayNDXOS ?r,P? ̇~w܇RM"s@??uk03?)o&ǿR`hX?vg=?[mPzM e?[~ RM"s@@?&x'?ffffff?&?a2o@??x˪W` ?TxfqRM"s@J?k.?!X>n.>t$Ӏ@?/}Zy? Exl&J}RM"s@?z.?L`ZX$GA?#`_ތUy>5U n%_ձ@?GbRM"t@?vs驶?{N?AAѣqD¾`??#t̾r6%7kо*{fRM"t@@@??'egp,?|E03?.wfoNAu N?#n;RRM"t@(-qB=*@ffffff?L/?3ñeV~a?|qAE>'pRM"t@=|D?"~+군6ReB䓫@333333?V6nW?r;F%-RM"u@?|==!ӿ-}GB8$1?!&si 4sr|@?풑ݵRM"u@@?Q1rt=uW?{@u9Ǡ'g u@ffffff?*f}gЎ??;y~v0RM"v@@?x)cF/))?/ҾXe>4 P@333333?T RM"v@?O[SМA?w°LHdp~R#N?"Tɾ]R> Q1RM"v@@?{|6?!e(,osｏ? Í{)RM"w@>NX>Cԁ@?݈ذ?kŶLwq?u0PIPx0%RM"w@@%,G?؏ <w\>Iי@ ?'֙?Dxy̍RM"w@?sɿIs.v>JaK?yD6L߷>vY@ ffffff?ܙ,NRM"w@?OPiPL{?rS*IRL?qr@@>t ->0тWRM"x@@ 333333?oi?Ry>?qUUqHw S?F>J tRM"x@@ݺ\}>=s*@ ??"$9m?p8j"H~&^RM"x@?G />7+[ zPD>w(QI@ ?&KG?56,!RM"x@?mhǿG bM?-`>H\SPI>t(@ ?:YRM"y@?( ҿS.e?ka]EwW3?u& >AՓK؈>>f> RM"y@@@ffffff?L?.cY5?ix)|CD%*q?MhF>n=RM"y@db?>oϙ @333333?]wX ?XX; ?gt^3C(xߴ2RM"y@?5tٰ>Ng˓:8>sR@?l/ ?,&.o+?bRM"z@?eOABR Y?zʞTqo֯U>1}@ffffff?zs.KiFRM"z@@?k7)YŹQ?cv኿A1?BtKǐ7^BC>u'RM"z@@?!?ha6׿|ꯍJ?b#Hi?ƗL?䐤в4RM"z@>;@333333?U7? 6zS>bl?`n=RM"{@?:4 >3z.ӛy>V 9@? ?F'wL 7RM"{@@?^]u_-.;Ufl$?7vyX֪)$O~W0>iu@?RM"{@?AM_uj?[͋l9lwRM"{@@ffffff?y@?-I qs޲U?YPi!= ؿ7@\nP"?$Ĺ!:RM"|@2?>Gٱ @?)!o?Jŗeq ?WUOܿ5b60gRM"|@@? i̾-Y>C Sz>>3z|@333333?!?'o*pOOW`RM"|@?U73; ? Xa@]ٍ;>3/nw>b@?ruRM"|@?~ Mوܿmq{?S'-C2)ժ? 4L׏cL#gt>agU>|-nFRM"}@@?,8?{:\{jݮX ?QmHq떿0{U?h*h}דoRM"}@@>⩫>t[Ij@ffffff?[ؿ?xNa}h_;=P?O*n.%X[RM"}@?,ɋ֖J*>"{G>jb@׎@?e0?vY=a_/fvORM"}@?Lҗ0+R28P?tj{H ]>G\1>`e@333333?OܫRM"~@?t>3nd ?%?J0)#A{?tSMjp>|C">PAh" 3RM"~@@@?*5>+6yi@?ިMs?pz]ȇ`w%?EwʂC$㽢}tRM"~@>.t7[*>9C㢼@ffffff?і?n} ]9v~RM"@?Cp#>4x/ЧbnW>]_͍K@?fjRM"@@?k:F y[ U|?A.n!O>/xxrJQ(>J4StyeRM"@@333333?E0t?hXlHgX?@#Xn}iP>I ɾ̫;gRM"@>zdkd.VM  @?鞩!?fQE4'V2w,߷?=E@ҿ2PRM"@>d+¾~47>EE=YIU&i֪@?뾈?d4TRM"@@?:ث<h\>?q!v lq>XZ w@ffffff?94RM"@?bJ%/ȿR5ꌆ_?8ԣfț>71 oyi > /ᬾ[\iTRM"@@?heH?`fȿP}q?523n&tQ^i0>qRĤFK.RM"@>>9[e֙o[@333333? e9?]V榿Mݮ0O?3÷oy6RM"@@>;iv>njZDĮ@?i=?[! K NSRM"@?1nQي>bZ9VP>AZ7X@?RM"@?Xr H|@՛?09 >WK]ϛ>Cw#Y6qp?/RM"@@ffffff?'?V:NRF*O.?-ePZh F>flGCLRM"@@>svDɾX @?äz?T!וuDx^?*@hQ ]CRM"@>tJ9tI8 > Vŷ>^5@333333??R5uѿB*eMRM"@?(d.띿N>1X; Nה>h4Uq13@?RM"@?Pzsc@q"`?%֩D=0> u=][vz>o\TEicRM"@@@?cHwqLi^6nRM"@>~HpR R@ffffff??]?J:(á?!'ɨ~RM"@>2Dž8vb>Q2;QmSZ@?vK?Hmy, 8d$敞RM"@? 6VO})!7>yw|o2>B*NP'wli@333333?x?RM"@@?F.p6b??[RHn2bo|X">{<㾮!L>sN6MU5RM"@@?$F?DL v3 C?b(⟾r׹>ia9Uf RM"@>~ @Kw/H@?x:?Bz v2[: ?ħA~D`RM"@>\pξr-8>{dY3IXy@ffffff?QD?@ae1؜0]SRM"@@?`rV>6K yD2>x/O,GHDb@?JKQRM"@?=M*-nk?wn,γG>2WȾ~.VG>v"mEZ2RM"@@333333?Mw?:ԕd*ɼd?ΘPӜK>Dt3C<c@?W?8GoX7(B$?&i[ %xXRM"@@>ɜ86ޢo$V>rЦN8AVX@ ?@E?5Z%"zRM"@? <He%'^Fe>3@&>qA@X&@ 333333?6RM"@?3sK#\? u:e!#$@>g2%pG>ovfW=/0RM"@@ ffffff?*D?1dc٬!?hܾM$>/x*&6RM"@@>l;AM.E;6B@ ?4?0GYRi> EG2ޅ#?/ .Q&n_pRM"@><5=c> >iLS8̌@ ?(j`M?-u1rrRM"@?'M=K>6hɾʠ>gD:FK6y3@!?Ua3RM"@?*|dpſ)?S\CḵM s>Cվީ)->e u44t@RM"@@@!333333?}&?(J`p% ?P> A9>jVHgkRM"@>c&N 2sk@!ffffff?z?%ԕr$V }>L /RM"@>*Jeb0L3K>a^%7{0ԚP&4@!?b?#=w]RM"@>OHLF3Gn>Q>羋 S>_~ְ>.Ѽ[@!?)RM"@@?!4qٿ>HNȡte1>DA ھ4q>\i_u, |vRM"@@"?9 ? +cF*j?>̾Ն] >/S ,RM"@>YX/)v-@"333333?ؑT?D̋ BkQ >aE6zCARM"@>ϻ3ibOK>WsJϾ'I@"ffffff?, ]Q?{D_a yOeRM"@@> RѡH9} >)P#F>U?x0+$r%@"?@IyRM"@?A//a"+>;J |>}D͑dnj>S?X#ȓRM"@@"?Ru?S[r6> y:(;!M>)ľ~bݛRM"@>Qpۚi!@](@#?c %eJ!14W RM"@@>F {%rm,>O\H"te@#333333?qa?< ɿmRM"@>\ǥ"7N>嵧-Xoy$Hf>LgE[m<@#ffffff?|RM"@?)es Ͽ`S>h5f-_>> v3v>IT;zHRM"@@#?L`? )yoZ]>_B]RH>lto0RM"@@>Gu/0Jր@#?1D? ML>qaRM"@>,r}5>E=܈3tű@$?4o?F^tgelRM"@>߹Ƞ>ZDY^pΜ>C;fGZ;R@$333333?|RM"@?&ϐ Ѿὔ>ܵsnមT>AiZSQQG}RM"@@@$ffffff? .?||:m,|,5>W_51ě>.޾kyK!kRM"@>?iRf_*A@$?w/?ڞT>ׁAsqxRM"@>7ϾiR4 y>ٲʾ)ORM"@>DyxCt>]en f>r >96R `@%?@nRM"@@>Z.Mt\>> =2hdL>Ř/d/ >7b=;L&RM"@@%333333?˿> ة>jBiğ-E>؊lb1(RM"@>5*F~m@%ffffff?и.>{lPSu>σ=AJ<RM"@>2h`Ve΄>3(&boض,@%?8R>c̄AȊC1@>3tB^^a3>1VшK>'@%?J~vORM"@>Z[KӻZzkM>{ő̂$/> ͕6t[~$ >/b SO7?RM"@@&?~I>-<w)?>XU9ZX,ކ>dXyAHRM"@>,g+X M@&333333?Nj>1ʉ߰k> AꃿNLRM"@@> iPV>)>8^@&ffffff?RҀl>MDܬg>RM"@>iˡ\o>~E?Y70T_~4>'Cu9]yu@&? kG;RM"@>UA>L K}>{WWKRo{8|5>% ׽c?ARM"@@&?腉>zeD\zBMB>MRREBL2>y}4PxP"$RM"@@># wQv@'?>>qAl=>U |S>R_R:jxRM"@>v> N1>!>,Gu>8q V@'333333? >8ihƾ8QcRM"@>,+Ǿa>tTKRy>54S +Ҫpd@'ffffff?SRM"@>dIdf>0k_0(/K>rLXHaf>=(+26pӌRM"@@@'?C 'w>y6Ⱦy@$Z>8NS >pȋIF_Yh]RM"@>fQi7X9@'?t4>{ xmz@>>;bRM"@>n_$aD> .> Y|ՇK3R{@(?_>7zH"Z7RM"@>-zd4-"u>k{dBQ,>gR>e<'.n@(333333?WFRM"@@>Qj_&MQYaH>}ag>hP-@t`%>(g|@RM"@@(ffffff?sN>[2OMH#>!HP2!Mk>f53=x%H,RM"@>":S ’y@(?tO>Z.O6 &>tK=a0t4+RM"@>d\w4 ;$^>Uxx@(?\A>FC٬.F:dRM"@@>4nA>bl8@AY*> 4oבj j)@)?/FRM"@>BRsBεB h> d>`+"X69pS^> d,a:1RM"@@)333333?Q`>ILzA᥾I?@>oPMx>^+EHx(4J.r(RM"@>}u4R@)ffffff?Ɵ>ɘ3ZV6)f> Bmʣ#RM"@@>[L`C4222vc ۞>aրT@)?5Z>(dZu(RM"@>q!~NIG>Xg"ž0w:>Ѝ׽'@)?ofRM"@>~-wFe>f){i[f>VYEc-RHI>X@3}hRM"@@*?Bd>br>GkyG+>T9?OsX*A~RM"@@=mE ,\$]@*333333?7>(7վ(:iop> _JȾvǘRM"@>RLm+(e@["= Q*@*ffffff?w_> > 6yRM"@>=ut۲d>P2o&oRq=:m,q8|@*?}ʃRM"@>ޖ'۾l28>frwO׎>M,K#ŵl=Ӗx/$SUZdRM"@@@*?Ґ~>kyVϼkty>Fɿp9t?>K"T;RM"@=_ĦA6@+?>5R.Z10o>;zA n0nRM"@>HHQ Z0BX=B|ѽ¯5(@+333333?fݭ>au|Ⱦ-RM"@>i;k>F2C]#=Fݲݽ@+ffffff?dQRM"@@>C>JZ>YȾi8>DVEI<=r W9 Fc>bf In>B,yO};zYmp;RM"@=:k۽NwG@+?G>žپ(c>{׾dpDRM"@>@r .>T,ut=ac v{@,?Ay>2R͟RM"@@>|-cbƄt>=} n=NQ'6@,333333?l>3RM"@>? ?`>Ԭ`ԦKC>:׾%=W)$RM"@@,ffffff?n>5"_E>~uN^Cc^uC">8]3Q>g RM"@=Af1ི`&@,?H>~8)G|}A>{LI[Cc tRM"@@>6 'V ed?@ = V˷ p@,?>p]RM"@>xXE`@>3 [] H D=e!L5e3@-?;!RM"@>OylN^j#>veȊV_ ^K>2 K@PE<=ہFPֽѿRRM"@@-333333? fZ>JKپuWZ>tj2JTjOAm>0UPnzRM"@@=?K.yP@-ffffff?"P 6>Q_ )>ryPRyLU`RM"@>-`!,|,=քƽ)@-?7h&>{c RM"@>pCI(P@N>*XPsF=`d+j`$NW@-?Jn[RM"@>a>n@/UN@8J>(35s5"_=pljo͢/RM"@@@.?[:>[pyZ>k_!ɺK_e3>%=bH2%ehRM"@=ЮdX"E>v¾>&I'>hQ\qHMzq"{RM"@>#8;ejNM=0([cV00)@.ffffff?y2>ιeUθ؉EqRM"@>fhd:پFh 1>!퉺EU8M=QiGQ0z>2@.?USRM"@@>j7"~jP`*>dG[DGC0> 8xʽty=ȷ6cRM"@@.?τ>_J{y>bYZ%BYa>[3]58/Sn NxJe>` bϾ@ t7RM"@> w\Uk5=<(ʧ<ĩԔ@/333333?_>gA9vgR;RM"@@>^ 3Г> 0u1>Vi@{]=Oz O,mE@/ffffff?rRM"@>cx&Ytcwm>[/I>;/G>h.,x=֪zRM"@@/?4>rszorrd>XLI98*>:<,RM"@=>o @/?:>WpV)>VAfA6ARM"@@>6oC罗=!Ч!Z>@0?ÕH>~5[H1n5ZaRM"@>T#Lp+˾4#A[K>qc'{<ǣ`=)@z>l@0?U#1RM"@>{Un85kUm2lK>R8jR28q> '2oPͥ=6M&ಽ6SRM"@@0333333?Έ>xcɾh3 >P},0}̙> a!^f1aRM"@@=~~:%@0L?=>vajfaw >M֭K#-֬i#uaRM"@>=ތ,=/;2/6!].@0ffffff?׀Y>t?M0d?Ӡ0RM"@>J<'**̷>flޝP̄=t؃VtH@0?ZzRM"@>rRBF۾bRKr>Hn(n>5K]=Q^C}De`RM"@@@0?ׯ>p(D`'>Fߍ(Q&>|:הOxpRM"@=bhszTn!@033333?t>nH h^>D\I $[RM"@>Hl|UeP/=a篽xasUG@0?[I>k%}[%q͂*RM"@>Bt{"Q=4^M =v/S@0fffff?oRM"@@>hL"%XK(x>@`2k"# `25=3,@wP6=uZsnRM"@@1?>f9zfξV9ٚe >=zxй=4p`YtϜC,)RM"@=#?Ur'@1?>dlHTly>:Џ]Џ=RM"@=sw̚/q=XLpX)@1333333?̓>b2|6R2|"KRM"@@>8COCO(i=i R߽c$$D=E&mgYAt@1L?RM"@>`w+{Pw+i>5:\݄o:~F=->jHѻh=LjE9RM"@@1ffffff?j>]{#M#>3d~<d=ou=ȟut0iSwRM"@=7Ph7Kh@1?>Z.{ؾJ.e cZ>1t%Us|RM"@@=RKE,5ڴ=_Ͽe[22YF@1?R>XeZ(۵HeZBmDRM"@>0CK_舾C(=WUY"G=ӒXýcӎe@133333?|[RM"@>VCSVF4>-nx n˦D=‡`궽e=_aZ5RM"@@1?^v>SCIHCC>*. IF\=N$]ah/!RM"@@=;!ѽ`;-@1fffff?">R+4B>(ک䓟uRM"@=G*%ur=`(]`$ς8@2?μ>PZb=̾@Zb{RM"@>%؎uҾblJ=qyzӽA|=liEZq@2?KRM"@>M=1\>#dH=ߑtvX ^F/= :X QARM"@@@2333333?N=->J Fdmb: ;0I,>!mګ0OJ=ܐ SC ;;RM"@=pU*@2L?S,>H:K@ ~8:B-> '"9'"\CRM"@=6#f:ZEov,D5on;RM"@>;?*1s?;?#=bm罯. =6"Q4\O@2? j#RM"@@>CWp3Wj0>s(Us.=(k)6='P*P&RM"@@2?;L>AUg<1L >êÐ N=%i$;6TM^RM"@=},Z)M,N=@233333?(>@=_s0=[iR>9j>RM"@=RΟw?N %=zf6>,Jf }ڒ@2?Sw>=dAv&-dAjRM"@@>+y+z=Y`" j ,=wG @2fffff?RM"@>::tO*:o!5>ј gщQE=^\g=u4tOE RM"@@3? >8V4(V  > 3 ֎=ɫ)`/?=qRM"@=s~C}@3?G<>5C {%> $G$džRM"@@=9Kj6e=ql/A^@3333333?>3 T#[RM"@> D1ӱ#'!ӱ!t^>%;`=yZ=ly &0!f5! !f3>ݔ |`݉3=4)6뽖RM"@@=j7ǧ:7R<@3?,>-0޲0J0ޯH>uſ蟽uߞRM"@=#x15 *B?=g/ٻ5>7/,@3?YdH>*iynTivRM"@>K D`8@333333?RM"@>'D߾Dߪg=ݰ7GݰP=~'F:ĕJc=clN'r3lMeRM"@@@3?c>% Ǜk q=bX*bNl=bZԽyr*RM"@=a Ƹt1 g)@3fffff?>#6x6!=OpU֦RM"@=)jC7J=_?1/@4?䷛>!TBSRM"@=]ggǽכ]ߌZ=Ww.A`=\&>N,%U"^@4?RM"@@> 2f2=\C`\C̓=eގ׽q1=Z 'ݽ* -ݗRM"@@4333333?R>ճ ղPM=S28SŤO=쟔.4RM"@=WI0'0@4L?.#>; ;ż=} ,4Ľ} )RM"@=AA%:W=UQuA%QŒJ@4ffffff?B >|Tt{:8RM"@@=t8ϥ=QD# ݔ2=SJY-_#JXGoL@4?T.(RM"@>z:\z:=O̢JJ=f@~t"9=Qtg!tflfRM"@@4?d>o/˒o/k=VeϽVvR=Sy{b'RM"@=O[IĽZ '@433333?sSp>odԅ=rjr7RM"@@=ŻЕy;=LSM̽6@4?|>`p`HRM"@=6E^6B-=1*:vD=I܌UI_܌!@4fffff?hRM"@> %N%O=2G/+2Ex=Fty=Gfd#fbRM"@@5?=> 4ý ϊO=^uG^u =V(ωrCaRM"@@=E,rN`ٽ,r+@5?>VPU0=n@1½n[4RM"@=%Qdt/pË Y=C(tQK(X@5333333?G>TMKTM2RM"@=pepc`/=NnVM',=AUJUhl@5L?RM"@>MDDMC#+=ټ c "a=n ks=xf=?_!e_!uRM"@@@5ffffff?$>vvю?=If#Ie`l=(ehւ{RM"@=VN bZqa@5?ʃ=h4sg=D~C1RM"@=3,fyj8=9U ٽ UwA@5?b=/Dų6RM"@=ؚX׉=܈L2dUV!=7=A!=|>@533333??RM"@@=$|$=@@΍=Mbf{)=5m}mdERM"@@5?,v=i9i9^*=7*67=ZܦY`1@5fffff?ա9=/cC!4i/cB=?/KZ?/ RM"@=f;f^!C-A=177 .@6?٩o=+H+HRM"@@=ɏ wn Z=rol)[C?|=/(H^ (Hc@6?OiRM"@=XKYQݽXKY+m= dvJA du=P\޽X=,1=u+x1=f9RM"@@6333333?=c})kc})m|=L;=L|xVR TfRM"@=)mgšm@6L?0=fϠԮfϠmjB=5[G5ԝ)RM"@@=~KT2Z\8=' Ct@6ffffff?M=tٲKRM"@=!AP!@O={i~?^RFT=$⩺Yx⩱h@6?*RM"@=@+@+ss=Ƚ6=xͱ=qԴP g="Zm^SRM"@@6?= Ykԗ۽ Yk= ̏Ws ̎=vqpqJ3(MPRM"@@=!z9 z4@633333?;= 8 80=b\KSb\JRM"@=tN:PK=Ϗ=φ@6?=9F$19F0RM"@=:潖.P2=r_ b=Hww=iIb=c@6fffff?iRM"@=,|ɽ,]=hXսhXo\=pSyqXUF+@=Uԃz̼U}~RM"@@@7?l=5'S5'?=Xн =nIfD JRM"@=.P))B@7?==مoɅZ=8![7MRM"@=k9c:B&aK[ =& 蚼&E@7333333?s=.@.0ENPRM"@=8W޻@7?r=7NP#50u4*qO@9333333?o=ռiUչ"RM"@@=W~`WNjL=:ٽ73?R>0@9L?RM"@=II=~* 4^*|c<=8"Rr0 7)#[ >#E4W@933333? YRM"@=T܇7低T܅k=t87T8mH=0-=B[<ئu-AuRM"@@9?$q=q+sq+c=rKrVLhRKrR`=-FKѽ2~4RM"@@X@:ffffff?=n(i~n'%RM"@=d2In?߽D2Ik= Zk_R;<{\#H{\T@:?RM"@@=A뜨{A뜧=b+hnB+hm5=sۂb<&A̒&RM"@@:?X=)1|ɽx)0=`qApx`@qAp=Nݼg2RRM"@< Hu+5 HuEu@:33333?=Q ]WvQ =]bLl=bLcRM"@==5 5b<"t"[@:?;=1^t1^RM"@@=Z~z̽:~z!=ȄC `I sonк@<?RM"@@=fEs}4lVEs}#==YQ"YPj3_SRM"@~KH>} Dɽ:>9=!)Sm5)SO?=:V¬z *V¬tRM"@@=@F@8<g6 Ay]+?RM"ˀ@=75RĽ'5RT=ÔEÔӚ333333?N=5% = U߼T<CetRM"@L?=3?2=#?2== TBﲼTBRM"@@ffffff?=16!RM"̀@="犃<6G#uH^n?RM"@=/B2 B2 =M,!·M,!< ito;?1=,#ȿ"#ȿ=F*d9F*[<֌C_a>RM"@@33333?]=*(~(=pYpYRM"̀@?='nj*nj(`RM"@fffff?RM"@=%j2@2j2@0<\o䮼,og@?333333?=CFANRM"@<'ƇӔ'ƇV<6G1# < KrY]bZ]9RM"@<1 Eyxr Eyx}@@?<....֥#<x >@A ?RM"@<+р+gf,#㼎>f,#RM"@BF!>dy(!?BF!?n!BI!jF@!@px(!F!jF@!Apdy(! F! i\IBj!I!jI!jI!dIA Y i\Q@$jF@!NQrQ\Q@uQI Q@Ci!I!ijF@!NQDa!Q!ijI!\IdIA ijF@!NQexpQjF@!FQWQY ijI!\IIIAi\Q?jF@!FQWQYijF@#\I jI!rIXIEptr(!F!ijF@!NQjF@!NQQFres!Q!ijF@!QFNQjQ!jF@!QFNQjQ!jF@!QFNQjQ!jF@!QF NQjQ!jF@!QF(NQjQ!jF@!QF0NQjQ!jF@!QF8NQjQ!jF@!QF@NQrQQrQQrQQrQQrQQrQQrQQjF@!FQWQYYijQ!\Q@}dQAijF@!NQjF@!NQjF@!NQrQQjF@! FQWQYijF@!NQ\Q?jQ!expQQ-QjF@! FQWQYY ijI!6IQII!(IjF@!6FQFF!(FjF@! 6FQFF! (FjI!jI!dI Y 'L$7MLP_vSigmoideDerivELVISARGRGNUCODESTRINGS/ / /%#000mlp_sigmoide ccom options = -Oq04,al,ag,cn,Lm,sz,Ic,vo,Lc,Mf,Po,es,rs,sp,In,vc,Pi,Fa,Pe,Rr,Fl,pv,pa,nf,cp,Lx,st,ap,Pg,ug,Lu,dp,Fs,bp,wp! -AeHPC HP92453-01 A.10.32 MLP_Sigmoide MLP_vSigmoideMLP_vSigmoideDerivexp