From 15488ace2308a24f4da90f080b58e37a6c73ed92 Mon Sep 17 00:00:00 2001 From: Phuntsok Drak-pa Date: Mon, 1 Apr 2019 17:34:34 +0200 Subject: [PATCH] updated report and added benchmark script --- .gitignore | 4 +++- benchmarks.fish | 20 ++++++++++++++++++++ report/report.org | 10 ++++++++-- report/report.pdf | Bin 119264 -> 119981 bytes 4 files changed, 31 insertions(+), 3 deletions(-) create mode 100755 benchmarks.fish diff --git a/.gitignore b/.gitignore index 16656c6..ae1c0d2 100644 --- a/.gitignore +++ b/.gitignore @@ -176,4 +176,6 @@ $RECYCLE.BIN/ # End of https://www.gitignore.io/api/c,c++,ninja,macos,linux,cmake,windows,visualstudiocode -build \ No newline at end of file +build +output* +results.txt diff --git a/benchmarks.fish b/benchmarks.fish new file mode 100755 index 0000000..6443200 --- /dev/null +++ b/benchmarks.fish @@ -0,0 +1,20 @@ +#!/usr/bin/env fish + +# This script was written to work with the fish shell. If you do not have the +# fish shell installed on your system, please install it before executing this +# script. +# The results will be stored in the output file `results.txt` + +set nb_amelioration 10 50 100 200 500 1000 +set nb_execution 200 100 50 20 10 5 +set available_methods 1 2 3 +set output results.txt + +rm -f $output + +for method in $available_methods + for i in (seq (count $nb_execution)) + perf stat -r $nb_execution[$i] -B ./build/bin/genetic-image -i ./img/mahakala-monochrome.jpg -n $nb_amelioration[$i] -m $method ^| grep -iE "counter|elapsed" >> $output + echo "" >> $output + end +end diff --git a/report/report.org b/report/report.org index 7075cb6..89b1ba6 100644 --- a/report/report.org +++ b/report/report.org @@ -34,7 +34,7 @@ aléatoirement à l’image. Pour évaluer la ressemblance entre deux image, j’évalue une distance euclidienne entre le vecteur de leurs pixels qui peut se résumer à ceci : #+begin_export latex -$$\sqrt{\sum_{i=0}^{n} V_{i}^{2}+W_{i}^{2}}$$ +$$\sqrt{\sum_{i=0}^n(v_i - w_i)^2}$$ #+end_export ~V~ étant le vecteur de pixels de l’image de référence, ~W~ étant le vecteur de pixels de l’image générée, et ~n~ la taille de ces deux vecteurs. @@ -188,7 +188,13 @@ cette modification de l’algorithme. ** Concurrence entre threads -Une utilisation na +Une utilisation de calculs parallèles pourrait être intéressante afin +d’accélerer la génération des images : l’utilisation de threads mis en +concurrence. À chaque tentative d’amélioration de l’image, plusieurs threads +sont lancés, et chacun créera sa propre amélioration possible de l’image. Ces +résultats sont récupérés et évalués, et parmi les résultats améliorant l’image +générée, celle avec le meilleur score est conservée. Cela permet ainsi de +multiplier les chances d’avoir une amélioration de l’image par tentative. * Annexes ** Images diff --git a/report/report.pdf b/report/report.pdf index e881a217e0b0a4221b7ae11f270420afa5adeea9..ee86cedbcda5b2721933ed0f9af14b305afe2f65 100644 GIT binary patch delta 42919 zcmZs=V~}P+vo$(x+qP}ncK5Vx+x<-Uv~AnAZQHhOT}V@_!GaPmD4DOAgdOST z%53s!85Qfz(dpFcjIa)!_}VyH$w}7#R;Qn@k=APPSx=5gyp^TLC|EvSyg$1;;UG#x z=?7>Lbt3j-zQXHI;(gP+j@HmqQ~zOhcoA1XoY&by*S1Plv zHO3O{Vh19nU)$o5ov9bmD$Wz?7MWnXo5Cr@-HO_f#>lq1w$a>R?b!392`ERfR1Jcvx+ZYVhcU74NmmljO}S#2Jj~fxQH))|48XEmhtO=kzxrl}Sz`dD@J~^oCL+ z9?s;=Zx5Lqu`zq0uWa#zT6^x>70_=rt#A%|=5Y>}Wm(eJNCsnYJ&9h-E+(S3<~Q75 z)0&_#=}#r29@4qPO28iQsdAD9)dRMjLZ~$2g6dc2`bCZHF){g_8n}`>xtXB2V{!84 ztv%v_ur<0=@tcH+x?FjC3K<}U93=2y!55}_NWRdy2ipwV<0hG)Yv{(D544!C2c4Vh z{+y>m3Z&EG^{gRb?gYN-pOnsZelcXA%uTcN4(l-pN3S2`r zxv>o$aMv&oRxE7(Y~%)>%ORs<7;e(+TItK<#`j40>n^VqB+S#H?C)BbaDL3j@px3M zRFTR3d1K!Bc2eg#T#B4r?+5sHE4B)}{XAF8(FlJDN&?ZSi?@Cy$5lo=^$VgIor2`6 zSn7{P(|4hgXQpTzLQJf~PFWT~5GMDbcGBJ~4?Dfx4@E_KP)FwJ`5U3QK!i4f_! zQZHB!ziMrDszg_fNnWvaMT1#;-?*hx+r(J4)zGx1g0llb*{GUyFbt?%zCj1Rux%MG zy=j>D+$d$@i+8drn53y*6cMhH%cp@=AI3Jxt$@dOPD-hC8(*)bUY?fXbAeCdnRo|2 z$5lPdD6+MHGhKNduXare<|#J-E9iq)=uACq(L_YUGVwg;JEEDM^L|Q1iNswWFM}~| z)b8e}-_yj%A}R-h=>!;ALS*zw%hg zYLKu~XfiIMS#F}FbCnE9W0qMu65DA#EaK-WFR)SFnDAbDFyx)-fSHj^Sx4bQdF$e@ zFg?`$OSjrkL96ouJ{< zkqA-8PfVuZPb)z*iyDT#V2xRCrx=|SUq%4!wmwZCUDxcX2&3if-(3@F>D*A0HL?EU z_Wa3wp~!m6;to{Nv;5mp$2XBRMx>u;S3vVId}2!L{nY;KD(-d`d766XzSI=mQ}58S zj9aIypyYld9s~$1i(a%Mz8dyyJZbU4M7CxNOK*x|^=Rvt;IH+ct@Qteq0@(y5>ZTa z8ge6$U$C)s+`T{0vypZB^{wvzz9M0h-mR^U_gB~Nx5*!JDEz+_t!fr+J{^5Ap?V6@dMLJo2@iB zG{nXGB6KTAvxY}E&mrTTa9s^23e@g=xaoJjWymkFUny4s) zt6YJWzHrM%I}f9P67scm?nu|{nCPj|n`_!U1ALBBT4fF)kFA|_r-r6crgE5<(E&wksZ0jG-?AGK}5eCyVeJ! zuzb1c9Cr>(}_?_(sazo zmAuUd?O$h$BFl+{h)_c-JU0XBmA$X7z*4MXI9Hk@YSt*Kb+jFu!1q9e{rfBxmGkKy zS3E1N$3e!O65`{M2L^hYIW`|gnh?olUBlsqcDqm(c+SS7hVu6B*Vg8Ax6>ypZcuY`7K}oHAJmK@unkRiL)R&h~&Zai!4iwoX}53RRwOg zrEFAuTJf;Iqva*=iX?+HhTn)Mt##Hb&2_a074?1;Y9>zW?0fIY?Y=X#S_i6_o#~|&9^~2~e9hiFOEWMfJ6>KlN!;PxmvUDSS_1fqW(ox zFqNgi3bYrT-EC5${@9h4B)3aDayTz^X0EYmUHbdmz)kxE;Jay3mJAddV!t9!e^e6>jYL{H=K0Om`tgam>G*@wujNjqwdjyHU3@C_!a7h||uIyshy zNH0{EP94Xcrf%v}*p8Cmk+Uk@X(8z|v6BdodsIxhbxm-&d<}3pao%!bJ_lyy_8F=m z>#e}C(o!`wgZ*{3!P1<4t@*9x^5Pe!HFF3FQ8R!6WXHLE<`K*D1Rq&HSTKoK1|2pq$)F8JyDW2X2I_Y7u z=n){?JI|mw&<0RM?XxWL3H*xw!ZG<-$R6hEDo^i22xz^q{4CGH!DzPY{oZi_u~fX+ zlplUkr9ucBZ_kn7xiwbRMnk-}jCm`_^?}=#`BdBNJ|k z0e7`{U?{{k1OmQ4qit@P0(}zJuK>*HsKA)81A^%Bbl^N+pZdEq)oqYYq$j%1W=JG# z^jCrICOYBV3$~cPo;j+J@+zeJ%t25!XC`rEuLmQ5fbkgNS_4_7;<9jF3}k35Vn8^#!=G68 zm_m;C0VQxDth~XtdnPz@6Gd>TN%H!{#FNlJGn%nj$ZAEgnmWky^E$MYjjQ~}H<$clvHQ|%p~M%+Q4&|!cteue?P(1PiyU(V z(6UTfCj2S=HT3;gZDq=iARJL2&Jr?FAU-<2s@qWALnVdT4Bc*|xzHG?D(Ju!rs|?m zc+)-n`uNO+WU zgS6mBq!qu9r>n<_0i{5ZLLyS^{qT|8H2)(be57r&)dd;wpq_Yw>>n@$UR*u?p3dy? zSz%mxM%zs`M+Y;}Bml;^suOylrLdRpTc;pBFA8~Ln*c8QD%!&zB9KoUNcHdA`?ISP zhP@KkkRActE>7N_&&OX#FSidHMo<-L4@sQ__-4M6gu*b0NzSki0sN>Cd=4=rq6Ara zzxxVNHs-WzQ!5eL4E88l&5=>*|D*x86htflYA%GC7$3Y{9RWSve7Yd0BWg()Cstw* zD0%TjKnaN<0w)Z0hXg(dli1ywidIq^;|O#I?|OO(Gg$_*ftN$@Kq_&(#VX1HisL1y z3F6AFQHC$F@qnaU#q?shXsTk;);xCu_c=G_=5iC(O^XV z%ZyeSPe816o8pS>#6bL?pQaY}3u|nBDzp<9FTE+t`5~?>`1MT9-DQ9N&%wAbTp|q# zOOs4ykJj6kSNL7RK6f7st(V;>*3Pq zC*dRd3)^YZDBb0aOet*dN}kywH%DsK*JZ%;c;Hp28FAkEEBnhW9Mtx${87@NZ@1$# zY50G0hR?{lNO*Kbh0llgt2!c=P05Y)KK~Ay36ItRq44YN^mz}|EauR*;WCWZEL8Qx#NDL!Fr8?`-l8+&APK?<3{vh zTvqobu#AQ7%^<)5fhqi27P~414`mcphbDmHd__*mBlI}+4>P!^Fe1m(BS`GNyDht8@SRIn z#n{B!_8y?R5m=hC9DfBbuMFFRTw!W2^f0Wrl$!lc5_q&N!=2vbm;xJPp6NI8NLXM+ z5;2Re|1mah5qbPdDRlj_IwvVa0m;;aL#ub_*=u0I!Q!l6EU|B~)o}JB;QkXEEyqDu z!XT%;R$GP~TY3XZMU=4Gi<%4TzB7JG`xii_3 zN}{L!jo)edE-;7PItz zqlBGoq@Eu+z#i<1qvYQh9P;r4PvT!wXa-b@JKI1$naJy2*@(# z9^!bQ3zKb1=(2#OGwJzzmzn&leFq^)(<4%WOBAQB5W6e3H#|j)bj%^G{exj?bmT5S zW^>AI%kfQhTiLurycuKOWkT*7QiPZkPW^KqMK*#5;AItkj?Mn3BWpg=CntO%FlAAsn~ zHv%E&iVV9wgXda0qyi_Eau)*^<^+M3$R4lwnJL#{gW~^B8s# z4~r5?jJZEN<@-%~#Od{Dvy=AD3ImMzfJD*m1=U8U5TzRkhB+3xIPGpsnP<9+YR7r2 z8{PdY1a+uJpv)tVg^rzQ)hR@BVQbvLU{B&zD`Acs$_1D@x?;?X$ki9-CEHNolwi3Jh)qX-^^#9c#$s9mS zzb_$NHD2}AY|^Q0JHq9(Co+5ex^0uz{VGn)uuA_LM0b>7EXLNj*YWMYsWZ*?cP@GJ z6$k6H}zAlQhu;qQq$}qv602MlM%*Z7m^A^yc*#iq&Lo$nkeZ8Yf@-wI^g?Ydz zl)syBCr8c8)7e#jc!={#EyXOS4%OB<5@5UweZ(z`M7|#$o|EF&qjv`9NNxX~SO@+M z@-r4IxUmFh<^?;+)&3WQyafqrVfj6$TbC49R6`2%-$oK-Jyf*Y;xb6BubLK`ccHIQ z!PkR_VOp7CW_O7M>bH(H6&c8l?a#nVN;(d7d%*oPg<7;gl7=na|Gcz>wKH`Hn7hYE z2j}?)_H#yH(3;_A#DuwTlmy>PS@0+5TS&NvhM7xkU{L)?u(tnN5V~OpVoUJ2AqBiO zM>5HX=rKW4u!XgIU_K00ZEoLP*Krua7i$jpv=alcRq+&bolIgzkf0Aa|SZ8duz?OH+w}#*u^xgmh`{>y#l=T>8=wM;tgvx2{m9h z{ncR;wrI#dt??CG8IQoHGbmk;;RHl_dObuFW;VhEh$IetN#~9zNJZ5oXF9ZHx(*US z($6C&CjObhA+}?9k`ZE{6JcaC#XJ%g$NMGg)X>B zwIDHFmte~}S@3YoGF^^Z=hSZc#WLumOVd@e#UKw-BOwH!4$q~~Oce7c)3EhY)o*qY z8ews@HGoP5{8R3-<5V={UO)C;zhJ?|6LU`#jb>i>uTtOX0yeujy{* zOHTLYvAPD<8DBE| zN%>(ZB|9KX4a~GL&7?vLjAV+9-0V|@-yB&&$R^ zbTxsTl1j$nlS=D&=SmNLufr*7JBHr#8Gn*_2>714VH7PQh8;k~TLbJG4BTzWH5aJM zd>bgxpsf^G*OVQFgaSJM#>t>D*CZ0CCLs%d(~UjIJ7x>mjy>$*CPMKkF~P1Z@tM@A zX3!;`s^^x8`V8>i1lp_JIznXU$>3N! zboA^1hR-p0$aHz#3}m#yYRLGV=3AJ}n?s`|2pyJu8s>jV$XiAN2HlT{=IQSgWGJCmR$k5H# zT+Abg-uFe8MF&78^?NC@RW84LM0egfO{2%#uIKLXbofE>Ps3f3&g%#z_TGpet(DNz z!tc(L^Ir~geSM`+MvRHDKbp^YRp95p-e0NSNw@rS$%@S zp;Y_jm%Exkk# zVabUM`!@%lg(;H)OafNMm`2B8))buix>k~2ht}1NvBiNquN2u_eyx;A^_jkUC2yoI zHV(a4`bbdlFl+-$wSzsZXRX0Uv7zfT9vR#1j*o9ue(ytPw_bU#5EkqOJ3iSr5(18p zKb!D0FOUICO0FWNY7b(FCC3!}>2NdLZ!B+oJ02(JML}Y_c7XbpWzdi83hTN#^!NGZ z@9)j39G1#a>}Nh3)sNK`-8d8wzBm?$To_KgZiN`R1C)wW%_WAKU^7_vInM;`p#s&>izzh_yXd``Z6&v za4>Ke=X~Hf)2b`nFzC~vo~L8oPj+zVJA~8I@RBH>ez$G!U|^9GQaBSuPwM2k-2xsje!p<(yxDQpvCiX0)9tkIV*#z3pnc=`rgCR>1bgHENg@NiN>uUCIK1Xeb~pw&p~nkHI` zcmg;{E;Ku)7891LM*dk#Xje*SK&NIaJChNUF1jqz{}e7#rkhMkq)()F>){3nl}lHm z7TF;tL!%w_2P~q^Bb%PL>x417LVxs^<-nGSsu!bDE3*`V35!9A^L&{aq0uC)3fho4 zjq%wGHQrl-GDV~+@XFAV>Jj?MbqbjvP5{C(WO_mys^QXpKnf!d4?! zY)Q6>@N>j#LrIP3tobe;8yPoJ6Vo22K-M9;4;KYe9}RHY;y>Nm&EHpH&5jY>*;_o9 zRT_ZDV#s&0@#I$Hl{gyOz`DNSV7kN_l%f;drRsWeC5vLm^Y6O?5Eoa#KkZT$&H$kE zXD+HLwX%)frIIBeJgbrkBj-?lpG4{OlK36qj*lCh=TQyARw()ppI_Czu7n%Dh;Zk< z;!-R&^YKSyo2&)!s@wvilo+D9W7{?_Jh|YN@EuiVe8vYX=A7nn%R4vlI)4)ZfTpQp zQ+$G(qYIeJ;UYmR*w;G5)>8S_bHH^VdM@58Ok)?Aq&{TN;;(aIDpr+USI^At7bOUS zti3~K1}co-6^}z!66CRJ0@rvZPDXHpBflNhjfPD=uX_pp*gOf57J|^I)laGudy4eS zu`J1oIn;tIqWXt#H9UbxkZi$xlzgai0#9Z|b$ zS`$I?r_88HkngNQgt{;KlIWb;e=k>2m5GlSqNWK?ik zE8(Ln7nA)#Y~kLt62P~!8w?&|vTZnMmOmy(iQ z1TUe7W-4{|+7x;e-6z}`YXiK|?agyDy(bcS{LO9`eP5;Z$w=ezGnGzB3=gxV$iMK} z+49_-1+q(T`Tmey4wzVwC65upidr}$jgmLu?%==v%FIelYaMuKZU;eX*;xZoBCH{1 zFH|9{)=^RR1GFbV*_YxW@TycP_+Hz zO{XZb5KJBVEO#o23MDzlXj;Z&Lko#9gYFA|5qxw*8~5P>gRIKAB^a$$LzBgdk$VY% zIo^0T@m1H-02{tKsOg~hzSA*SV|hbEKyj?OA5+lZuEV!H=e)dT0sVp0w60=-mM&rs zYOM{;FslY?n!dSJt^!2!lSm4hGhtVxt$Hx^Fd90EUR|wZQON;?g1gAmB;{C7XqZt^ zXq34CL8^r0OmRXf-^m*0qYEQ`bg_^j4iZ`Q@z)V6G-^-EH7v>=i<7wGW`d`< zSm54eVV5vPVzhRBgR^Fq9w0<^IFM`AE{{>CsRxAWI50ner~8`~yq%uSG=E;33b7w1 zNj}GxYk2Bm>wNFlMTo#%2|l|^E-S{W4f2*Ep;wJ>>jHiiww4}%2RSp&d*G93Ru?GU zR0*ZK?t)YIQDvulgla%7DeCHKn%4Y6(Oj>LaB*#f$KPP8%}g68WOPm|LC?{AcV~S` zuou>I&eCMuBQQIdcL@g5B3v1dj#73Yd{5cl8J3X8;|A-hts$o!&}Q?+cnsu!dLgb3 z01Jl3tplt9v;9P_7HiF%mORS5%{*GWE-kUgS@#Pl6BCh(ix;F=F2`AyS~B2NNhEdB zx9)LoI~8p>qxT;g?)js^X1u*M$PRZl$o#z5Kza_{N+Ey|nRo8to)vk1%mvg?Bw}4t zBF&ikL3ye=<)@Dok+dM!bEdyovP^M%;&cHrvH%7Y*~eRlq9E>Bk1LtzgJrf*`cJ{i zpK-;(=$EQjh;xU(pNLC|lcv@sy)n9OB;9Bg2!orjrP|vziy2Jui8MAF)*)TP9^N^N zJe!T?)FtZzfETAEHoyHW2#wQYwe*z9H$7V)|Lmf|X4`JBIP(XaanQIEXRPj!Q%<8X~VMEs+9Ge_#waO+J&Q9v9mCOx2I1ydAUyo+2 zAA0TBLKkv?*-*KPzU=_DcI%XrIU$~?3uz4X5i*9AmHvyfsI_j`@@9twkcG2uQ1_gaTJ^41&X4|i> z)@<2ClT_oSLkt#y!?6^&Z+to52`SI>*}ualE;cS6+rRD>y6{|#d7U6fMTG9`pxI%t z)X%sJ=JSWLI|>w7KZkyK4ZCvy^_i8GuPb-@pv0mT3q}U811fUtcv%C@`myefz5#tJ zVAgwEd_ij_%Shl|Gk|w^-zm<54xuJyj8}OT_)v(bU(Ziihv#N) z&e3p(D@{KD5Q@xf=h|&|@*abYPXLUCFD{RmH-s0Xp6t-uA;N57QJs6G3kI3Fw{eac za^@UDrsKf_`G$RZ77^@E95*moZ-#v34Gw0KxfGEXb7yy=4l8NwM@z;H6o>7u$>tTz zG=0KW{lVb84{RUj`SKbTs~h4!VFE=Gwh1*8nj44$Z)+)n@NX~?l!~c^;()M3qPOyu zO6tFuv{VTb2fMZpPk{=?YM&olPZUTPb=Q_HL@9fv&6v_v?EvkL(XhX*GcmH3FWfd0 zRGa&yEl<+gXmmsPV6?$k*3^l~ahum!v2f?Wf5l14$NCG-_&hW9+Rv;WEd*kt;KYfN zM~W-f!kyiuebL(=2pD7AvH+fqPANiXvjNxLd!_2=wwvF80WMEOxq&^MZMIaRR+w)W zJzj6*PCXT>>S^E$-(HEoY+^s4HQB&18{#*vZo-l4o&dnZzR|Jcr@PkNgM3*Kdky(d66okAlKhjdfA?~%F2J6}{~|+0Eu9an5VN;O2AG5RU8(EBaKBjc znH|mK?Bt+m*fMzKH?Os{yoI+EG(H03@WQbJJmCnUZ0*uKE0s1 z+oMzlXI@#AIa;{SM0-PrSugKs=_a*8B`Ka zbOl;5!MB6f-?WCtJ_nN*kbV&D<1rm%kL8BV2R;V-cE(M@2YB=IcPh4UVom;O0`Ay3 z_U+&Kv^60Xh%^{l$Qv-5yGrjUQiU~X>-M|p(tFEl4Rs}A49EWn$U-EO+_pcA!WJv* zl>Nnq@2t3zU!F2x$Lx+*U|4Lg@|=a(dlr3h_fu~DoQhI-5;G*JYn2yz0Zbq zOb)pNob~nAz+Ed*o7DR@@qu~MB0qPe0f0FL@8&&#NEQ+f-poMx>2K@TEwBwy*fYoE zFG<0scF4%mxJF2dp^NTIXc1tD**V{R?0#(b`U^hC9zbyQRSLleFEOT49}FF26c1ao zW)FM5et1hCDsw#1GS(6*+Pd#H+AcwPS{bnt%v5l5ar&;HbS-M;z9pVw-!KO#P~o-r zzI;Zz6{Klgl%%5uOOz+4-&)}HAf};3?}W>z(<<7ZKmK*?@65r-I|S-B4q=xvvGXxi z#BTEz2jCyrK)o#ctu|VyZWiw3+zTsBS!4e&OUHS{J?^819MsAA(RyCHi~OkX=q(cT z1y&&F#~0vXiy|+y=NzzPM=h(`U9-dYpMWkny~PVlrjVi#D>Sk^uOCMV-o{ILjx0& zLl{>lx97VQ3=kkX07(L2tjX&H0&x$_A4#^@TPz}Qb#ZaMxZ>!uupzQCv9zJJwlFd* zaPVO-aB%VIH?SnJv@B~7dF0Bt|LumF7{ zyK>+`5--GYE`gR@)Kg@zozKL@eBRgvEX-8@Yu(}1>E6lF(R|NC35cDUww(%gmhF$b zthbW)7wS1K=Z=$^n#=0=pN6=q^7@WWAG;S^&y*JspmEUV(>BhOK4>76lvPk5ij)sv zAh;A*uz%qr-N89Wn-9Aws*Xq_B!l%#E-sJP`^{!4O}KDW8JW9cHByjX1TWi({#>n2 z>M8oz9}`TK{@&FuQF?oLx*nXe|9N9?nwrwDj#BayuOo9A|yc@9e7ZH@DGm*FUD(@_nc0SZlM_y-M_RILn;S z6<7VE7iuDk3Z)1P9TuNjDrgpulEn#`O(B)&gvhJ{)bCXWdPG?1!0oTB2o+$Cg><#6 zi7yD4J)(kaI&@g8!jmFWl8OFyT1+FD1348;3d8)uTV5i=U|=1#)jQic`^s>WLI>6z z3uq)3MSLc@+>)gN>!TDxyhjXxyhkj6BMMdW4D1R;lC33U3Pv7a*|Kf2^Zv4|Fm1O) zd6_jEwJk-Z`nGrBe51PR0o*t^SQ!5?1RbLw2>uf0rhpIQQ4erkR)b84`M?MU;sPtd7twg*=F zv=8=@tsi*t`cy&)HZ8*u!Jh1q_*p3oILSZ@rnmi|D$Hsy)FO_Ao0%&-@bP|>d&f+^ z*{z)LJfHIQTl~&|+0vNyeE)WvMzfZKh-xv#K^aUrc;W&}aex9s2lzfOv<$yIPwQTh&NxkW(e)oppcsfN{EmAIDGUM;f$ta^e^ zYGgQ1O!dULMU_QMB=1qBAVr}S{UwRfqz0yhuq-?ykyS=D}UJczW@aUa?Nq_pDY zwER1R0YJc<%n5g$->@WDIHmEisa5fMzp4?8jca@YVmQ@agd^*Pv8Qj8) zJR!JnfsYUCyBEZb=|(Q^`>WP%_Q;l6m8^^Fe3chCz%Zyg#-iDmVTS zqLZX4A@Bm1$Q$8eus<44+m+%Hh)9Lk!%~7?d}1U{P&#l!UfBD1SyvXXL5_f!&n-7< zvJkn#@>ZkK>5NCD(j)P;j)jW(V60DU;sxSopPHuKzCY)F#rC=-7J9v7{)Ljw;CnU* z@Dzr(Cl!6@%RC7Oo04(F3&brG_x0RnIjP#ZU9WoOla;&~fQi@+vfpw1fEU*DAXvc& z(`ry?kFtQ8Q@7M3(mE^o)V3u}nD5AiPBA)7ITp%)w}|z*B0*~($}%bKkRaC%{hSlq z!eGz|>SrjgNeXk}=qmQp6m;`4M^@#HGtjaSl)*ywrF^nyJr(;6VBc3#~ zh;lIAyT`jsoMN37%w!Q=Va?tD{pr(KhZ-`UjIf`C5?~Lw? z+f;fJe;d9Y!#RTY9A@#L;OCqlmo0kLL0nZ@TIYol+ub;9^m;&+jKRh6YORf zgj+>tZ?|L8Q)dVe)W-PLK0m&yTXcM-3e-&_YHc<0ahwpgt&9-RN{cv0)feO$vF+GG&X()HAV% z99p=ThRk&&XoO2duEbZu>EhhsE`0M_k~@N4*k@veqU+B9p=146)sJzSds-$YrZ%p( zw>P$>rluyfB=!us_ANlNep0qloPE==hDo8u(FVM^>hYS5XA;)gXGWCeZb1vHf|Wu% zcG(3kcrFptc zqQxZruK;gGV)asbWSH;EXA6(r*Nr~bJjJjKQ}bX8WP&@-tjDkC8F}PsB$UG{Q^lHc zAT+k&^Una_Km6#2Saj?i8e8jrn`TYx(G~Lwzirts!s0m9yy}bjxa81UyxlXY>D~s+ z6Bg7QNjk5}W44t6IJPJ8JkxomaE^?4i-P(O!d~SCzh{+bc|ra_)vXG~z~MIe7qEv8 zrIaB7;Q>?zk+(t-BjAkcnCc{L6vHi`Bh}n8i2Y}Km)O*`-}>zJ)jV@cq@7L6)-#in zHkr0F?V7TbO)Ua2KZnvQ0A4aRb5_by#ss9=D2+`G2vg;H#yXfl2)jIN@VA6XoCBX~ z!}6!APy`*I6)wT41|yRvD~A9#vY?>4Ys#cvC4kyz<`g|&c4FQ*f4QXplhgyjwxQg+ z@hvv>UvXh0J;5J&We@mgDY?qiAKcb{DlQpjC1nHFr5qx#SeZ4PBeba(Dz?ReI_@ zGSWrny;L4J81Z2Ep_wK1qF9`z5_$>~h5)nqFmUE2l9UkKhI~&!ef&vN{7MV_+tiZZ zbG*OjIw5J&Wk=$14aEv{z__J-L0-DR4ZhH&nh?54;L}hGg$tu3btOq8StKwe`O6G0oni>H!wluVBj!vx?s@5@73|oud0}T%)exGgZ60QoSW|r#pe0yPmhsSRn z67HKvJId#U>`G!xg=Y)j;H}kh$}_QAghkQBXK?3k0l0jz1rWf~vB;a|d;oMb)BS!2G}@KD{?k1PUuAjd(sVb^WAgVtxU^}W` zf*-WtbCR}Pa1vrRCcszZqr;$Usf^?a#5gD>#`{`XyZPe6kx>%Bm?+|f^;)u+q2~}G z-JVwVUB(Mh_I|d{)4pP2AJ>_1-D$JlpA|FTMtcC9_=}xuwkvksH|5)x7+;##kCYl# zM}iHYbUS4WVpD83mphE&9=}&0mz8O|4|l$P7D{~@wk^F zi8)3!JpNp62@XS~7- zRVqqV13y__r_Jh1cDVZ`!a=k2S=sdi*tZoo_b2HwZ~NI-0KHao`Oc@Fu{mVMAOh!v5rhie0pi@1Zl5@HWuYom~xo`oaM0w zY^-k$&yXgM=0h`Pjv{RW1BJxC=octSSjS5(5|OY?1I4lOl*D&ON7gB} zz}nvCSn4FODXOnax0G_IvXse4&xM5Bon`8V=Do)kFdNwNN^Ltuk}~6MT~*PG5AFI3 z?+Rjsot4onih7dTO2Vh))d->hU^0aiLKF zz7OWdjk_@OYu&65&fW*Og?-u6ac`X-$dUhx{>=IagQZT z1A6g39au&TkjbH6&P;+ruzy4kC?J@aBjhzQbS9CHfkKjK_%uJ$qh-DuyHJ`Ox4O!|a5@1TnO;{#7-lWt?-8)*e;=)Vbt?I>gzl4rgf#x%M9)<-Y~H@%^vwEl zzcMC)xa5o*DuP|F{QaPlh2My!F;@4?@CUCrcPFtC!a7tg9xZ}(qWY^d?%i+}qH~>F%Prz$2<5EHn-k)L ze~(94DDAI}wyR#$TLmpy2CQ8ECz1M}bf^H{EdSN=KeBi9f8;+G%x*49vDG#Aft=sn zwturpDy@S(&kV)tKh$n5>@Ig&4YkFV*Fo;G5_p|HtNYJ1a@HsZ(D~X3X=okgT)LU^ zNf2_Qm-3MfpsQrtQ*RsGw4YyiOWg2n-gCUzwLKeTxO{a(ptEOb*cbLzn*@h@E^^`Ua7Bbi1y1VPgyH;%U-_^s~Ek2S+ z=PAk&y9xFyxB`V#5R%K!utB?w;rzohDPk5-K1wWE4O|3_A*j^ zw_&)Qn~ZNas|;u4wsW~@8kc}e49oR78^JAm{W% zH@D|Evc*|j6QhzKg~ve-Nd~%+33njp>4wc#i&|(9H_{-jCqZ6G|Ffyr(;;o;B4^dl z78aI$Tz&&aZJbam!Adm-)>Cb#*wv~3AHv=`xNqS3610=pjyYy#W@b#x%*@QpD94VO znVC6ewqs`cn3ZoxPD!#qrX& z@}FHt{}j(A;(J9J`;6<3F9;BIEm(0*%m@e-IO}6AEl85-bq4_P;rhRTdgUr ztD*fFfBqo<-t)~OE%_Pmb4n4$`uS16Y_4c{2z)otfti2ZkUbhydr)pxdWx(wDNtVERM~%r9 zcv%|{(F*cmRn(tmY^hYtwtZ$AdP8$d$XQ;issub(7K21vPno;RewvL zG!0`Eg*mTPZmwSk+-~FDOTJ@(hGVq2kUlHijTJ*uSO%4sV?{i$_PVQEuaf6WzMG$dHuhW-i2qpz9r{m+2J8pI>Z6>{n zQ9V2nW{PtB^30Y|r76`^g{ivchP$cxp7x%5K9#w)G^Y{3HS2J)jHbS;?QHo1kN0(! z%B}xC;I5x%S&AJBADh7IQe3NlKGr{MX$>B9nKV5y4l#e+nCVgpD`Y~p_M-C9>e17Y zt3Mi5yR4(dVYbN8h^XCewmY#TBU9&gdYpo1U5mwWFJq0}(yyh}_Axu36c8X|sv1jtiM1Mh;s>WmQ$YRH-uB0YibYDp4TQN<)&L{z9z@ zL9HpS5w7{!z?PVUqtWH$K`7Vzg`xj9XKNbx{~}?O^Kfzv@Yu?*#s>ECcs&9m!c$BiKO%Sptq3p~b?1rvqj{8bJe7<=Gv$YFXt-hk{G(dI8~px7 z8^0}^g9u!D^FV}0CR?whNoIn~>&bpxEu$LVg!naLpE0S0@A~>j_g4ulZyka#oEt)W zMpB=5TonRtGlpCmFw53}U~N6~z1EoVB+5woDRrkTF@eA#J6-^N`GVMIEZ{cRSZpX@ zR>AOum~mPfHjM+Pv7Q{ZXo5;X^ z5H$*2NzUld1>yl*WCS{Q+i@6jo#?<|c%vNKvZ4%%H<5h<+D%D7?jSI_=S$;~k zrh;`PTF&qIQ|Hc5Ya?MUH9JmIInlC;cG!BgPTuFLaLP9h0=-!9jl1(e?bP8!_1xiP z9Ji7k6Lp2OYJrcX93zl-|wFsJed z2Zo`{KnEz{c{dPHI*x~S7PJ@$r%)+|L*VAko01a*z?br;?22YnNrup*bdtebztD+q z@_^5tr)jjuk~@BZfv|Lmh^a>Y74U6V_Q`D9QIbS~3CSbg-F&#Zk z6!fJ8XN81IVaKBH2YisXynb~kOK_(mfBa1^gT}$AA0rEhBc?z?-cr7e+sPMwJ|YkV zFs<;?qLtPRR&eY+Zc)1-4Wc>Af|C}M`BB9}A$m@H7q~i7XilKNNs3Cv;hdM^!Lw)HD|;G%!WEtJ*r?`HlEz=l@JTkt=c$-`iaGwg!Q6<; zz|JBG{*X75&R@ahc14y@G)pgKV~{ud`i0$cjOsg3MvAj?+qy4u)aXz0OnNuo?LS%0 z`uy#zW^-5JX#AyM!3gEdi%pE7)8{G|se?q88@rv2oQg?SfH|&A=6OnA287wiMJBH9 z$;axNSu2;0(J)CXq12shUFx|K#HwW)MyAXBnc^u;EzMzEjAayG5!!vQ)EVLEE8CB5 zroIA{Rh#R9)y6{$r$1T$1A6$ChH~Lf9slfa5>7t@di;m z#I}w;#7@6hZt>M8YMI{BVu%_BsA{2cZ_@j3qUKa!)$NDIx7{^XbU zv44rqcTMdOIi3F#Qbt=DlU)qxPZalSf$7MQmI_!W4YkKd9doa(YgtiMs^BTsi{*-O zJedbXy3WhF9ie`uNr`myPZ8g(!rMNgLOD*=t&u@9h-KPdNWI>l57At1hE1lHs=Y|#9&%1JEYk8T$Brq+no1#=#=#S@@x6y*RF;K_mU!+zQ@WIJ zBj0jFoiYNg#%1~_4VzI6flWv~v^wj$GW=SNWEH0NKSVkv?T-Ta_5|F?63NzT*`Pli ziW5LtPTp;kqiK9qqJowzYjk-Pu&_R{FWy89>Mscw?i*d$>dSa!K9Ck+)$|Ui?)mHC zOuj#zI>O71G7~G^yeusom0q^}5d0t9WTkqZD64^7A znkiRXRb%Lj%kEWLPnehvbgasG%@Nf}TPC8mnr7SHADVd*j!@aLe z-W=#0PdIUbB1^}m(JLt}dJ=VVRe~X@Co5T$h%TR#0lRvxML@lx*T`1cZe;#>= z-v6h`l=NxFpWWF4MtC2gn2l)+bfT5?Hvvi3rQAt)YU&SZ1(wWLgp@;n?@FD)5o({pPTRkQtzC)A8`0UCSTmsTr6 zt>F)Tp~l}eeDtlq--n%(v)nf&|4ru2M6T6=X>nPEaZ+eY_3Pmnq^r?!hl+XhK=jw= zq>zyR&U`BfDMbs5M(-0P*L!qmO&|jt&d19q!}Y`H3KaZn#eW?h9?ai_4Jg{6;XEkz z&9L^w?N{YDZt+1jnv~sRoVRwf6iE(`$SyjZoiiUjE!M-6-FJj%26BmLMMq%mD#sf) zj6=>557p9Tzg2kcbnegz#ls&p-iluQeQv5;kAlYl$R)7O-eFM`Gx)1)CqY0>A>WiO zm3pgW(~aBu?pi0Se5&=)>RIOEnnD4uQK2uMZ?jTsP}OTD(V8K^D-&yuO`29D&I*q# z6CgZ8IL#`~8YxjfnlqNqD91FVls^kIqaIL23sb!cx5d^=!y!~Qekn8_re+(YW*c=m zBBC52Vs%~ylm$k?*x8{(X9z1{i0CLWBd$;mDzwLjm zbWLW~sRlGSs#{Epuuw~mQOO3h;ApB`1ZkOK$EvOfv=;Og)kVZYHqtPiwhcN?S94a@ z^P5%@rYg@0-b6m!(vdmx z9^4hq^ZAAm}C%qLd>a{Nu0g>ZQdds<y1BeB1z&XgS+vu#|1NF@U*1ez zv2TGtO3Kr4s=8+l+&Du;WtJ5qqt>w=JfY3=oxY3s*#n{Ogu&>$_9qBlr1+b#gI`DD zzVi+IjEr?G8T%a-K5=6dz2)xbVb{ojQa8efPsujq}<3w0ds z-o&10Gikdj+=?jRYTUc=?>7huzi;n!;d6;ytvp4nF>{^$$o0iQ@-Dvx^GQ?x%1=|H zk)^(qCzt$<9-R8i{arF6J-7km|4U>7Q%^bj^*_;XEynRn$cG!pp|jgf&!VIyxtksw z6SyABb`RT*#Ua41)q*{~2@}1M48x0Bex8ktOlRisYz>PW4XOgRT0et$e8XgY7+1b} zo3E5XYijdoz|GV4~3e9l-fpc(?s-Z1n+q@@>Um?bzZ#{Vd5*1@n;Ui zMhWLe-SKa6sU_u=ea~YFdiBWx!moi?Q|oZ%c97D7|Gx+_{PL-8krRF;Ck#mS!@V*m z10rsfSiw(tM=cuqOoP=_d!XVC>*k^pPSaD$)*sHSp4+PU&sKny-;Q(rsi&P*6d63h zo{oAFrHiU6Y#`MFAT}%8F=0=g9oP?6)4S@CSz&*<*w|qtz2mc2srC^n)p_=vtD^IO z(DJG5;V5Sz{GbMvi;svv?1W8KT=pg&FqW!?2G}ALDWWc59rPl0Yb^5T{Btb`uh$e9 z5F!3D9+FX-w5z$`9Of)q&e!aTecU!%pP0FE@;%8M?q4GsKyD)W43T+RN+h$l#E*l6 zp4lABkwPIYsPKi?;6D(I&vEbh_KCgQ^+C;wx{_J4qQJJL<@o2dI_sT6R^yMf)N@kI z!y|A~X)?FXto>Q^9>v||Es-oeD(OlP11*s&)YEJ9u&TC{n zL$tNujZ~jYPf1{xo(?67Juuc~rOU(` zwv@JGO%x}FaD{UXr5?R_^lF2DJ(~gV=r+z`lZqNkIWGf)mvvxbWv>2>r5A!JskR3$ zk-a;s%VMGEJbhm?(dR1s+SDoR=8S;9x@E`AU#ZDEna2lhr^I4bhwh} z1<@^h`$*nR#fy=J$PV%Kz5Vr@wW4Xp2~DEA$)D7~?^>MeqOfN*>|J$2tCW)C>4|0> z{MA)*?%+_u-jwi&hdLo~vJZ%Hs}IT4@Vw{Q;q~zfBs)GsJK?`*K2~3+UJr~W5T3Ai zT#|rCdOXaD;1hW?Ww+Xib0T8tH2Bk${F6JqaYJ>AtQ9&Bf(ghQ0RP{agw_}N9m594^`m*jASqEX zNDl3XK;;=*+t*5bJJ;p1cxfsVoQmjGm#e)?r|u9R+Sk`zJ#PUCx6n7zqnUNNxOdQt zgjGiATE-gx-g$;a{E^$BwAOw3dHjZ!y8AVY&6yft=WsP#u2}#ObY6&y4aU9%1)uYP zLNB_3mWvJ6DPZT}%}JoyL;rIBLMb)*n--f&OiLiExLij5i{PyeGudrQd=OuxbBkiK z2q`U20*4-I$PI{DtDIko`jD7Ns4bC?xskXNMoOF3`VVX$SHhzFPi#8zaQS;U&6sXj zOMx?)LDsLCHLx+5gnC~^E&aUV!9u|anZQT^NWVU?7)&tauY!hP;&A`Pev&zUq^(Hc z|DpAnJRx+#LbzjP2(W6G)HVzC`ynwo2wY(Ni>_M{Tu`k?hhmj*@5wzL%gzF;oqf;6 z20=}nyA`Y~U&bArM#eE9GZM*QW!{=_muWlZfSX)XDet_iZBrfVh|V|QGI>AhZMO)& zQWOQ{HFc>-^7KMZd1)+7=`VfD5mlhhLY9du1m+3YfOJ7v7Dz!>E1|PH8*ZzZ?oor- zciCSfg7b5N{|PvDgx+W+T2WkDQSHM%SD2VYm;eRrnhOQ-X?aX=!Y$8Uu#p0YR9uF@ z(^w1x<=KDXn%%HI`+#m_(CiPk$cVXr;n?m9Ul}YnMc~^@eq*q4tNyQ(2LI$kQA%BA zcxNTqu_OMc8SDR&7Jq;8-*l0GCkqE*c*2k}0xbidnql9j=I1sdmDZthz|eAjO*+wpqBu7#x(2jh1vMD?7I7Ro+l*or1j z#pI78o**5p)wmB+3TaKG$!JYX`q?z_q^yl9$Kzv}C#O&2IW6{Zs0jve#%FUX0t24t zZWJ*Q-&=I9-Ro8EDhj!~9Lvc2y?tWzqaF)4|JpdIT|o8*Wx#c4+D+P8wLaoH-TOEY zL%LHJ)-}+IVpRKRv?EI0X$|GZo*S{XJbG}q8j3719z7LTgjBlstm_i47Z?Nrf2rTQ zVcMsu3ei6MPR&$chBC^<9X_29)YFl| z=SEZ)wORn|=!mT5zVN9|sjn8#Q$JtTv<>_)OR0ueTEg3WPmJywC)W>D|^ zw}bmBrn|Aud(hQuyeesVt8GzW9`0cJpn1$-PsgD6-1t}Dq#GZ>jLxN_+8HnHhE2k#nQ!8SY{T-o{ zk|_*EbZVT%IXqMkXDLcB2wyE!jz7vUo?W4p*0K-l!cg#_kl##Wl_C zrG00vbz*fPr}KJMgvUnpyvWJ7qXfNu;&76+rophYdk4AYpsSV(<@+03cZR!2qCZ9P|te}O44%Ub8de)S5$ z2V_^jlApS<1D!#4)p#9|+V;5N5eTKR;K9n}|i>>q!etCciT4*VG-o z^M^YmR@Qmndy7inrn^6SxgXEFo9{q%=Rd=vMLMpV-vvcJB~`2*D3*_2?*t%*A8@|E z0fT7~_!hE0*T1ZeFW);Hbz?Q?YYx~=frtXz4ZgH|{#@RbtG||ZeRX(vmo-k9ZHcpb z15b{=zUuu!lJGuXyhwypA`7fBwF<4te}+^GC1QCKE>$%?Dg*70EJvd?!=c>6$Jt60 zCZua5dkA{&I@!h%UX+i_@z7rH#I6YR+`*MU_v2vT6%ape*PvEp`>x4^`avcfWERMC<8B;$H)eS^Zy*t6pyTMuG z2b|ypxDWj6VS1eWf54d$vL+H7+vqa;KM4B(B5Z|w%|Kf&a#eP@H$wB`8zUGzYVAQp zK;}WllSk|jW!lq9QG z9lI=T#Yx)-&!z>sijL1K-J7Q|rDDz|0PXyryhhwyQ9SY(dp^}#3sH9*su_dD1cM95 zthMzT)508oOXY-Z^%_WNxn@eOK#qL?^5ZdN!ctnCW+g*yN?YqwT(u8M8;Od}3QIMb zba0K8aBR2@ue*c-&x6!-`aRDav;qlSCB@bKLp0nU)g>5WyJWFUpU%VJ?D6?P!vKQ& z5Ri@+MU6SmPfSaSvlU1QKuiTVG3O%BViN?$)|tTxt-$P6%Q!G1=? z9}SEiatU0Q7DXJUqTqCIscjXD9#Ub(rySgl5~6`bt;GE22ld&4!%Y*vA5rWfUhoY>(3+aF;bQ9XZpK`9Aoxgh9|{P z#Z8oiS%|MS7dLon$u#m0&rL0Z)Q@An?8x~(&90A(@D+Ey-tPXUz;E`nQ<+zP{NAH&$hHA2;h&~dp$8UEpS`BoWP*k&z=kcm~M9ty3d zh>3j&;FczI%;hCz;^o@StPaT^ZBM36n=O?v$qt~V^8bvbB_DA1w?^4W-ENcS)liW6 z8k5GI&#h+DrwrcWpGIB26ag425TYr6MVNi931@9*+uv6=ayl~Ns@gZB#@}#u9ZgcJ z?s~_dqr>n`MRlX(q9T%U>rP6DF;1ByW0mXzl+_ZB3+0WjMkl|Et{#C7 z)NgzVpU!jdM^|q^H$^&JA4jOK?QJ+Oi*t7oYX0{NmKN#C%{}!9_j}@Edg`MBSSE77 z$zl1OMV~}8MEB^ieynpyx6A(t-x-}H;qcc&KK+M^gZpd}gkfDMWNZmEXk4A|a|Mez zZL_NzW4&kTI4N! zL2<0E@G}``Mf_s=iHiVmCNX@)!vvtx+h*>U%q!qYHp?T#I3b zvrLP;4>{O7gCnN1CZb0jZ9Q6ri=Qg2d)Mo2LXTVMl_#`37-k1jN@EPDe>w71Khx7e zd(iKeG)Fb9HY>DzT? zv%iZ@DAbrDdk=Dp7m)9-bkjhAPa-|fshsUI5E_7ALb@yVaq6AoEAVkVu>sg01W%G{ zPx+)yeJDkQT?&N06Br(TP>?&oR&8Y2|879N3ReGsVJ>Y=JXM8{L(zoClIN3Np8JSY zwqTEMRY$X!ML-FErahX{{<;#?j9)6`ggC4?9*ZzX4jMUM6P7J;^#xdqxI`dh@dddF zk>5Jhyf08U0xI6Y6;WhZLYk`6i8j~&eJOU7hgxw1--sbRzNi{9Kon^hP*d~7gS30vAQ7g(#A-3Y2k^XOz zVo@pZWabhxlcDNovc;WG0za9EgzI_!=ZcR=OQVP57b+hs&}S8V(bxX(Y2Bj;*BGx# z23ZnJ$RaD1Rx_kNg0eAP?{9Y()d2AJaph2m```I1-2+lAhY0LTp9P zVaH!x+Ds)^syako%2N&uX^aGLyo^pUj0C3okIGyw2K8`0%Krf3-qcqBsU0gP`~~Ky zOkGiSTKc$L3SdIjbXp&w5v7&Yw7;Th6TOmE`}S|$_M!%Hg+SJW(S_-ZB`Wo{4fH{_ z6Bbd<(p2$o4A70>IcB%Bv@yI4w&1n+wD33$I(~3HWUhWJUe2_4O#)qvRhPvg7pQtF z+q9(v#ihH}5{%C~v%&oAX0nG$`_}fZA(J^y(%uL`{9--XpzP~ttLX-H{2Snn=}N9& zX-m!oq$dEpz24nmye(c1@7@^9sl=rX?KY7LjRoET&P&Xu7<_cWdK;lu-^XK{LQ*;2 z)S~rxAKRd(k{gRL<2NF*M*yE|7;fkPD7 z(XjyX6KS03GTAkG9tYmO2X`fh4%IbsD2EQsHFcbR>whjb?A$eECI695TunwkgF;Lo z1P2rmgnQFUu)mqbMw6J%REy|}Dart-9(+t`@gn?L>f^OT6fwL`kwX-5+Bdeba>Q7s z-B47i#;F%59$y_&vXMMUhFNLe(&P^iiS5X1`zf!{4eOOd+7k;jG)2}$nd!Vl)}vk> zV&#ZRle~oa6ARSeWp`)9qxQ&R-F~#~=>a1AnWX9}#MwXNDkX@sB`Q>ZqfmvXR3s8J zptLpU?AFC@kX&<-_P0`Aw+z9yNa0LP2oYzCDOSpbd-F4CO@@1eA5-!&kb0iH5bFuw zvIjOABHKy*ctSR;SrS>7h_fNPWy}t;71FV>`r!fXG7;7uM!NJKKU6N!b_O52@B;|f zLHD4Os8b8~hGSZK5#~>dSV9c(#vQKt5Zv7f9e<~FlTur_giARjcXUR)^tvTDGxoaeDx^p1HpG3;WPkik_+HoZjyMUy% z;}N?MzdQgSJ-I8c6imek-pT|JX9MEfY4>5?$fee4s87bTEmFJiB{w-kU(02p!+39N zjxI#jBe*5I(Bn34X=0o5WaW2lNNtrehE^md$ODFof4mh*#>$CglE=!CJf$y-tpDbQ z65+>lNfPD{K(%X?++|S^+mb*(&OrA_O|au8xn3HgaU3S(mO>oGm}_A2zk}W<~`6Tyz?lPti?W0yyzqO{``sT zV!PdJ_#pdXjC(Ka`MDJ|a(&&(++yOYYU=X!I*(&hhj%-Z)++sq_W8^0z|V`@>k2cZ zmJ)RAUHe4HRCd(&j+r)0L9&+CioEtTjC@vaoq=RAUCmo*PvC$zJlObS))Hn^H4&H3 zvz~S{o$iJ~7I88s5aHuBj(0a(llxfX7DS#u2p3m&2xgU0j*|>)mXw5!tzGr6FVD_^ zDyRO0dV3XfcNJ5)*#Q~g%6P|>ZFdY+nm$Oq8Bux{@vuNMXy$-=`+#oBxxYQ#fqr3cFya(C0GEd}~D3mitm3eH-m;P=J z6HWEIna(5cPfJGENEh3j#}mUS`n36g>pXyZ8iQqkd};Mr%v~&#LfZ|_t1Qa-YW@v*X7&P#08q#=`@%K9>_)wJ8nhI*jjwU+ zMi~cdQ>&@^lZmxE?Q9YS4u6;=Q^+B}wQ6~4d95nj>Uu0kU(rbGlHs)c_(~U7DxCc4 z2qqmAMfY3cy?<#qzw1BzzqeI2DR2raeGh}~ zuI9dHz)+0>y+eCsoodr66lps(=XpO}|2p+grosR=QT!1Km?QI6V(*$b7Us zHSa&@LLW;cc?gGK3`r!1o%ZMc56U|`bMPPeA7g5waA+aTU%{vEB& z>xY1zem^jdN6>WdPqdJ}?E-Tg=bWQGFbHFPz`_G0#)8|M$8a0UMEg9DoP4MguFIf* z0?zt&Gjod*iEkvG^}sL;{y|IV8G$|l(OxIk4h~~H!5Fd1A;1*Qe;9c)`0rh018KsR z+gdvtj6raMv)(od`By9pmxR-_vV5z$8t$bzO%7%CCN(GTPUw$$UiVSb`dTH?=e`It zz&DL1GbhmnsS0-4G$(0FRg@Hu`cV6J!jsQ{=I4?ASaNa{ox6pZ|B^KN*?H7?=lRz8 zdnZv!Ic0c!KvEGQ3pM=m_cI(~r5L`w;_a^s*d-I!SJF?W9pLw$1#5RhAF(bO7-aQ@ z-z6Ac_&QI&X8(cSF^dTf=-e1RAx)_`2EbWIjC2pXVU+N!4_ju4D?GDa` zOphCb)L9O@ctw9r?}hfadU_8gfq5c0h8;?!SjLMSD=+y~b~f{lehVt%g&1yt6L1DB zQqhMB3&W~FQqtXTjEj_}wCTwCu#tiZ6}!Rlu0vCjIDt#4H&Y|w^(mSZqC?ak)3HN0 z>-n{A?;&>60tEYRqt~Daz~L_DYv++im=15^5gBr@)~(ON|=-ml1_?Xonm&Q&2;@>|U~=#&s;$Jd!C%AsctOyHS&N#M3> z%ujmHI3iZ8>oc{p5Z{cexPL6!G^^$KKcfbc5v>)yrrjzSLzSduS5U^i0PXy?GO9E= zfI@d9;`PIpEM|wvcTzYaOPk)uZg`sCQP^Q-NUAtC9%jWU`qbg{J{M`cD$B4-7o!c! z6KJL@C%FxAiHNb<-`2ev)}Ikse>WMEwt(}jaokAK4k zIJ#H=*hgje^_XDMgX!WQ26{@dj7v1_BTZ0g{iXs%2qH=L1xXV~w0$Ppc9G^6d3dn& zdkY?>5lX_I_xZvH-PNWMW)Thh`TR|r(Fh_DeAe>~UPQ)eQDjw+B3ac&jD2D^MO{rA zG8y1dxfYnEW&dFrLmFS8!ETn>g<3o#kG=g$FocQJUg)`|L}$VG1N_o$?Cq1Np;R=u zDe{5_c?7l!e_b(L$C$#Kz|($3;$7Y}#bmeE;3N*o)*^5P9|-5-S;jIeQxaB6z+(mF z`UJRC?2wU<$d@aHzqbs5m9>The!Iy~feBVaP`Y;_+nZ<2Gpwil@z0=-*j4^Jc-H>w zY?=E3#as9fRFyM{ZveJbr(ZJFuq0RhF&fG`gy}C{l;Hh0v0SSe-L0R0rbRlWkj7NV z!?s1Lk|^)!bR|zC7}zoxX#Suw`AQQGzQY6%;0vGV*z!YTA75au&oLh+wFU3~?taf)J3DvfDmMAv<&<$gj@Qd<3D(UwlH6p-_cgBWZUoK^X8m3x55`8 z8vL?UnOAE2@B^@c>#KL!GLy1$lY6)B_pYu(rSyqPyB*3-<-S;SMnZ!PU(bp2uN^5hnBcQeUdAt;xhbJzjA!nh0^E zLK3S)7^l{YqQj%4ys%iT2oAb|$nEZ-KHs$*XSPZId;k~*zl-=S+tN|kR5-(jYMZQz zLh{|oZ++_M+zGMqmUAx`+)ayP+|Ok#;Jnd573Fkb(+e{&ge+)v#VrTyE`gpffS%*z z3v1J67ds3h|2BU_Oe4#x04FZ7iP}TV3RM%FE2082H{{DtdNiW*9HUimbVZLlXwOo0 z^Ce5c9CV;V3-0gQ8YloVm=de}IH^*=3bFe9-)mD1msGS{D5O40O3;)@BJ`xc9dx{5 zTJg#ESIKC*<+^$}8s0;`_S1Y(S5>N`e4<_JN4HU0y&eNAa;M+;*y|qTKX$42e*YBk zEp5V(7CvH9(cnX8)1*5u;wG ze;);z&@Nv(tHynjsY#uA^@4b{H8p+d8nj=+q_eq@VzaYUA{(^OId;L9mrx(dvxzQa<8G8(>#9m#LPzFCsKHfXlF$VhIv6YM?Xgzww&86r7Krhmfdga12H_gAVG zN7WbbT^4}tyr$_n>}{ocq>@8FoXvC*(^%Qh#yLPb=R6ZbXy`q6nWUp7YP_bekvE%1 zNdd^8Ds&*)+N2* z_QfW|#hj55yo>b${_kFj@0QY`yTwbzd$Sq96ww5}fed@MpUi0YSwJ5-EnTDpZL#Jr zA>(FIjnemcz6h3-ipzKN@0*34MA}hXQ9Jz0BVi-Iv0BSe{?W4j;r`h$$iZ`%O7riw zw~Lct8b=Hq%}ee(Si3bg3aK0ixdu1^{P&~VK9=7rUxZlR^Dlk2fBDrT31|=w4iR6) z0v60dNg>iO!{4ZS9)28=^F5xE-%vi}P4He39`y3Da!6$~Yj)$O6nsR_NGe9j;ZX@$ zz*bFc^Q_wXy%=uon1PYqDvRO;cB&#Hq1%8g>Veui+Hg4kY>E+YiXo~zmk;kCFe04o z{hBRn$LfP@F|qCSrRxBTEg{NemjcVAUC-{%w-+KrhFWvrDV|<&`IxF(Y?<_5S6{4r5W12u)5tZlZ{Ia?6ir{XNq6$rxDuql_XR!4 zDeOQoaB}Z{kE&dwuZJ-t@`EvStM9!YBaX3tgFmk> zyC&%wvhT-R2nw8EKo4gWfx3o*?{NnP!5oA}oUPv;@l78OgXX6}M6Yf5+{X37XJUnd z!$_v!gAfR4R@cdRWHMi;v^jR?r8JqC-NZLaoQr>QB!5Vf0`2SautQ{;K;MsU7w1qS zD#Dntx5YR?NOFm>&~)n0cAB`GlX zGmubecaFcDI8hmDZ+TH*_Q$rK_Rmo{h^3I=7hSD(O0Zv1E9;nzYM^GkOgrtoQuqe#b^;nR0pc!fQ4A_k_8ZdtN z259;HotO;tybp`>5RD9u^wQP$2|98pcz=OF#7MOj)3l9BMktaqkU~>mpqH)6NxunD z>Y%mcga}JYT~m=HKC{1Ve&lSyErG`#%#_OQJXERv+lX(#_9pE*0@%qO)qE$NtV0?d zW1oPb@uXFDikjvcZN~hrVQe=$l;PioQZhK0d&@bgxy?U1SYeB~7FPfChVlg?gJ-8_ zVLXU4Z!tq+9-E;Jl>yZ^Pz=pti%aLXN)`updAvVtmJ6$u?k0PM5CI2>ae+d;EkQ0e zYohH7(+K6fW%7-UDBv!2uGO2NTrl#~GGu&cf~k%tMfv)jBs=OJb4K38czOuoM1+Ud z2I^Iu0K}*$a6``9`k7fZjKnGf&8Ornlq-zYBqkg?&F&R8oM1&TsQL9oVUSlvo&Pgb zsw5j&Ez6AHIo~3QR09`A{wLx!LTu|~XAE)z##lrYJeKd#0Wje*-s?@`z&+8GjcCD- zMy1!L_Rm1V>zq0?jD_$gv54sQG>PG9No%Ju|Ucul%tYOB$7f3erUkHa!*RN3ed)9o(bRM8u_ zQC7z0pX!(_F#vW6$&G~uW7UloPCex`%3dk(D%PwvYgEgH?OMoc?z^3o#1Rf#56PH_ z30_iI>-leGj%temFCu@&t%4QU8-BT#oBYr@*ty(-i)6IcLX-5UXBl)y|2{orMN^}c zLPAij7ba~idZDnNy`Q?FZtPYWc!569hBd#kC(iY6iWMNJJz1X$Y0qUouPze##)d(y zXQ;{8OI!!d6fH1fpMO}Y_lh%r2k|pp;FqH|^Np4HzrE$W+K|Up__hUD0;WDwvNvn? zxXIh#{S`HjnBP<0%s-fDw(7WK8`Oqkob>q(=S%y3ZDFR1h0Yj~>O~d*8cHaWGLMXV2d0mGW2eHsz+yg(f1+uhF z&2>E3c*_wgc$OOmMr;C^LPAT zHC)_!zCiK07Pr$dAJSAE!m2eXKSR9O+M)Fn9AW@GCy?>1oLWoji-=i^6f36QOW$<) zWz|4U-0$yBgUb`qp^Y8Z{M;yoE@5=rX;@qrc_*B{Td)gZyzZ>0C=NRAzODDmik#Sp zA?PFrOTNn9epFUd6NBa6fFnp<#$~B4}3I+Mhx*Lgul`xfsya1497+e+r;q-?#jt&zn>w@ z@?S#tS+Xl1e^~|d?^`T{btRayS8%EH*gi4{$-Se}X`tWIJZQ`E>V;s7Al>io5R(`G zoybTBABd%~#~3V&UMqdPB|}$R+IPe6^KEehzMCgu2@swM^CUai@Sv>{Qo%$yNs7 zWY=lym$HD+`@O>)rR%0X91FoD3Q($EFj#*N-!+-S6eRml*)2bmBe`-Ba zVXDS{xoy!`&Yi+Mq|yp8UZ;d>sA`(Wq_G%;_;zf1;(bP$d$UO7z!xlGjFApBx#X@R z%%j^G{rCViiuI?pjQP&!tzdGjEOpr4AFC|y{IF^u@JOBJ{^we}nup&J5M=~~qeO5d ztWkbgjp#Se)$Sq-Iegy4;sgTDc2Ss57Z&)(NCId5_kgr_U~BkQKJGOz1U=zLF4(Y`$U!Z0|rwM6gAb6A;AK3$pKTea#vQOOw zvCk{Y9r}765YiAtnaAg+OLbEC2iq9Z^?dG7qShoR3%etKOWBMs|J<9u>1~Vj(HK}E zRuJ*>2X5sT@|l^s=6Irx^v-I9Ds23qd^0M0_*_o7- z_pwos+I7o)X{_v+4IA#SpDj$@qbG4BQ>%GLc5^H4s$Asc%pnpQ0qHRrVmbawnVlai z8wXeM(YZ#dr~bhYLXUjq7i-=7!n%#+yGTs_Jgg+TYhH5ZnTi@Wkr6)}Ys&hNoR5H{uf*&su9k<-MmXuyR3u5M2x6k;uc+gMLOOz{qV!>@o5!*6Ox9QG z;<0L^GLjm`9TqjUXTOW&U{Ucj>)zOlI>i2ZXbY{$#2}~3{D%cN z2vqOcUd^z6lFCJSONVEF+xQHM9=A^gVAXSXm#C+AC6{l|l)BV4E;M5K*6m zySrAaI}`!RPA7kjGSQb8VMx1#embS6v`hw_How&R{Jeec%~QX-4tDk-Vg=d~AmDCH zT)ey~R=T3_@DL;{lS53FQ|>=E5LJt0nRFMfP^rMJ+$LGLUZ*)x>|*Ry4OE+{efH&8 z`Kf_y^{yLK+)%h}lqTw8#nHAO9pd9{$ien+|EkUmiNdt`Kv$Ea(@GDGhw?=~_TY=^ zhL{7ns^#Pl#b1XXb5bJ8WFU=uAYO1kc!-r`dyK@QPjI73^;#&8h)scPH@KNj@Sgav z()8p1D(ozR>WsE590&w=cbDMq65L%b?(XjJLvRmn!6CRi!7r{sg1fuBc3$`7&3bxj z*O}~7yXxDu&RSy@Ix?Zv%Erz`_g9Kflr7j9=mD1Q~wNO^$a285S-0O zF`zzuO1OcG`rp%*0mFaVae$SD`@ao#o3y?4)IiH!XfDAKd3uHEJO{sY(ljMjbz0gr zRM2WQRcz(OvOEXOLz2JT5IPlMX@XvXW{HCp=3K`U64D5s{oGhGYo*nQ1f>jy!%>4a# zN|=0D*Sf1YA*=5VZiN(Cg^+%;sE{WE`XRA+Uh-S&idMQE!;1&{tm{B`Q=hO(GU@c> z>yw{=QC8V&&B&0Q0axzhhy@=Nz64z9)torI%4})3+6T7sN82jCVQBmYwP81^Mj)L< zP+`(+0l+TW&ibxm%gFL-Q# zsMn4{&4|xkCznGXhNnGugXms^xVlDx(#nrl#W7G{=Di5t)&gco~ZpV zK<_K}G2^kl4gH>oeTj$i@6xrofa6blVnhXyrC@bZEcsAnc)Dcx!sO(rsG@>0++#y* zKiJ0wRhu$i+*EbKJK^s~kZ-hODofb&*pt{Y*e#4zj3`>~8tJ0(1)YZv646x_S{l0g zgpBxS+|NPod3SZJ0bHhb=yva%^QLywz@mXJ^NP<(&1r~7wa0)*cZ?j-0`IzmU(*}Z zi`$E)1$+{R@p=ex-Glg8WEV!ff)1RmUELLlm)qo%XBkBq3$s6up) z%~!m!qY#=z&Sg?-X~KIsi;=}HzI@5hhMC3w#>OHq87GQrN#SWuq}C=z_?Lz|-~+YK z*6ocWAHYP0cj)0fRdREua4;VssFjl^JQN0pi>`1KhNC$UoK0nsPWFqtYS?dUQfd0q z>>d0fg+*Umf9Lgn>T&DfYGtarI2BGsj)*3srf-7IQF9Xqi~RbAZaudG^QkNS z*_cTSADNk1F>35INeiH1Qvwg-il2xLj(v7%9`0ZX?>n<~5maj^rNTE5wQ|;dX1Zsa zv=$TBS!Y`%_S&D^wnd7zo%bJFr06oXeNIk4AV75r{+Y^riX;4aXrNl)hXOkts=>uu zNH$8gNp6oqO+i{O#^CJuo0Lxr*pA3ss$=M(N+N;<6)wVpfuyPW&di&+SDykl_WOmr zvQho!94h6P-_RS~jSKA5w4Z{aOBt&uKUEPK9Itgj^1(|rlYsd?U!MzP`-#JUzvzMv zbI;-N?HqgN-i@Ei=P$4YK+OJ5568yfBS^CcIL{8g55l+7IUp@i z=Q}atr6m2ehaQudcwEb7EOoB2&C$ajbL6h%3VvW1?RyWWGOIf@GT*euTE=5;Fuf`&MO@kE8&t-0NA_h}OadEbjnVY%)MeOW=K^?~&3+Xq=NCVeO% zdT$PnORGTMZg~nRxCcd%XGq<&)SE5gosSs*5H<^fG@sUBUEF&1MCjRj9 zlIv(P8@fVBbUjeKPbSq`;+E+cbKTe%haxKw9?HF6rD6r8!BTkPojoDun)xg=PW8WL zjhzFS4^cLCLf_&j3V*Oqi$KYvKW*{|Royimj%+sZkcd+U;Y_%R&Li{TOA*=*x$_DA ze$ij%&eY5rOW@V4^3UAd8g^!wh{1;>?Rrl;Vd=G+3UTQQ{uCoK5~C>bo4lEZzNi9} z`#~NTir}Wtc>c-f=D~~{kKLEL&NKtrI^_i?pNL)J?F*h)Z~&zsdsuAfm-fVi=w_Bm z3(IdPi*dsuD-E|aB-@(FDyJ*e6*V@J&5@E;?0qJMn{{yY-j`o`HLv37yJ_ZKYUW@8 z5-43V4GsZA;UC~4P0U~oDVytSxu`!0za}#)X2LJ3-L<FHBEN|%;F^^dy;v@L&R$8i#eeX*0?Kg41oiMn zoD{A!)0~eWFUI5AmUAc?{5ItCTssC9kkv`5V=V9>QgG7<(HIgyw9y!-Nqi2mH0wWT zwO(`un5o1XFkS)OSK4jd`KmsTFh4tWp3~}7CRzubK)V4! z%aI{9aYiz*EDC0Xpb59#_TU8+zwL5mlMcCf^D~)lap}*;tt|Bx46uhmx1_X04k3_Z zmO$9x3h(yA>Z$nSi^lQ@O$$4qmU!kaiS;xzQ4bEE5p^u7d+{h|56_`BgcOCx5UG5b zLRt-VCRgL_Y~>ZLQ5F}c#e9y~x9H4)p^fCa4hze~;aNaHo|?}}2mb_$)6!juDWjlo zqs0Rw{auf=PI0KE0`f()sE}laM^qY?^?s_+TJN8v(2;XNv5r)94P~>u@hq->8;4?i zxb;jWlI~*d08)F`?blX}E<(Qki*%a&ZgmZR`iUPEZbgb`EFlhoq_HTNx+Z~F^wGOV zI?ed{_;~gdPsBV9ywnC9K)fC4#_x%)D_&NE!Ggl&>-i|D`L=V`!4sF;G!g>EFi|`2M|KPII}7W!W$OJ(gXD;`DsW z`_H>7cMNMcjl6Mt>vcfI8(LAc8}1==uh3N&yqkPgDK7&O;=FiB!+7v~B`qNZ5@DbL zkh;Nn>^rPFrU)zXX|WNv3sCU8(Xg^#j+>ZS3v}A( z8VT&Q95|5W_G`WM_NY00Jawt7STR8utI^>sZFu}UFCr{e$)B0c<+QKKX&`fMS=})g zrCPlpkz3oT+XXBG&5rR`LRxd&2kNtOQ;useL>%OvK zi*3nOa
  • mvSb|)gFxvsFEM9b&E(fa;tI8RACZKKbX|#vz3f6m^Qoh6K*%-WjDkY zMps6OWiOg&eAVmCUoLGtNAik%H=w?-&rSIFckH0_Cu;FclJCIXoDt$e7k2r>-w(Gb zpB^^*OyC18zDix~-Z%F{+wB#!lpFLFQ4h_kd;ws zXJQB;Bt69ySAljuA?5+ z&cP|16iOwoEQ9@9+JcyzA%TyKllg2eG5I^K7y{uZ7+OgS1%aY)-vIjXm&h*#4%$w2 z%)=G{oqXY#)9;^_gzr}P8Fcv6xn*Yf*@1g!0-saJ(!Z!ld^UqZ*{lpSZ6nxjXoHZr znmPO-UZdCi(+lqJ^6Icf8Cmx)ov}nJr%e=?4r%ywTSx?qfPNll=T+P~rmeX|{VY>G z!9T2Mu0Wnm9KK>ZOp)bMM1dY_L8)%~%6M8g&~}eGczveso-9(npuvfBM@&MHKWNqK z-RpHF9MQ_eLSj#g5w>ej>nk7(z51#FOQ)N5&a>}}#d$cwK=&mEo{|ct24pHmXxjOS-;A$#3-e3le?H!iYD^s0o16C_z>yQ?ySTusObwT;4Kf~O_+Y50!m}YHXB~p> zlwzk6)?0jRe&GU@1k=k+gvd-+`4%FyqRz^q-YJ*q=;v7e*qnsk~R*@kCgR7`}W z6sOVP6g<#PHR~q`b#wz;&w`GQ*G4k9&N$R1Ma8z1`{7s-BjGjHgEplUmn;-c;$W^& z6%=kevBX2r9#5b}`#!TAtX>chPb{MRp-Uzmb+q*Bl0Q3}YJw1D#SOWoKL(=Q%A1wneSAKRZlW3h%r1%}_Tq;Q>Jik|J2A zZ(r_poSs(QoNamHM8w61LT;GKhMMefIZ>Yia>pH! z?`#EL1fG4+#tS{4#jxTm!uJ=hZ1re5MKuhnpNnqI9O~-AI0fc4caOctu01_|OnZOT ztTX5ASR-oFcow+lyM@<%3I1!yah7F-auq0;_Q(uc1e;R2E1we=jX-H3a*U(r6wzmf z(d`(~-nB;Rvzz_};`<~8Q84y4Q))$)oD#p-vPH*GM2Esy4_S(a~N@RdAEH|M@rhA zDMpXmn3J~EFVC?&!8Z9(< z_U3cMhkCEBHB`(TnEc*D(xqPe~MMa$kqKxO_litzdjOVu_3)Pi2n` zX+?d=9i{{f(6xm=!?ltgsIq44iB@iSfuSpnvBz27oE|2tK*RDJucdvMaEYZK;RjeT z3Ou(_?#H9FA!<%0eB?fWerZA};oK zag{l?n_T*|GYq*lZn>@4nGRKaZCxK)J4w?lR!Lgh*>nsIXq_8+!!(eQ>8wFo5~#H5 zZ>pYwahBn$3e zIMshD*n1!p03{3+)b#}inGl+S{43=ZMOggUa}SBgMFLbS*=3hJx~=Bgnl*(ifA@_F zxg8OXu=Ltx*<*YZ(H~w9&BBm zuAD5o%}<1@t0yHda<{lkGigM_)G$>1Xd0RTzS&YXZHg3jf538 zF6lFky4<222(EMtM+BV5^_kG^_C1O45?HcxNcGry#axvbYBiuh%{+O{{E-N7-tixc zV12cGz)lBI?|6>XD10t*G6F*3-xAX)>D&3bEFN~*M81(dY8IL@<|j$m^q<`I8HkRW z8prDFDc`_scWP*3A^xM=E@hRN*Ea~oDbOj7E~Uyah<)xAlXJj}Y>p zZ$sf&{PTq#B?HC!+P&fFuP;MyM~f?GCB7&ahLw9~vW>hy3${>cqnt9xup&_DRGoLl&z8Kb zr)~)SX%(>;=p?gkN7YHQC!jc% zk$KVh5G#5G%S zAjB$ZOVnumauwgFYeR!p2VRaUMYK&nAG=so)g-@vShlSu*)nCjJo}uHJ{ETHPrCJN z__3y@yY^@;pppAWGA&O?5WFV_-l(c)PFChrEG1Gr985RLD@VLd*|tXL?MnE?hK|L4 z(sbow_bCG8QX|`z4=}pUAD-|lc}(*h1I0Sm&+H{05Tv@F4uy{5uJ>*OLPcg7`i3>I zvA8Sj*mNHvNDD@;5 zv!>R0rWE0=iTI1*_SV<#8%Ap>m!$f3_^DEsW-o2R}N)eE&I>5o3IBZ}so zVhlF#4|2MyWrC(+S7{HYdOu}o-rohO&nDXFvOBD(KF#Afo~5UJnnyR%fizn>@o%2I z0L=n+u^3ubNO+t4k2+&59r#TQ%K9{`oX!m~MFr#V?b{*iWQuMBk+sb;Y)5*tOI5d| zXdYSWAJS#j^i7?CCv_+AaML#&MTq9g@gdfG=&^XJLdf)An^9W$!%o&O&z7-(Ri^*{h7mky`~_p%$-<=z-6!O&Wf&AZ z`*I|pD=C$v!8)bsi*o~A43o{tIM(_nk{JcE#%L8Zb;4unOW=rAA+5>p5E|faXL~`^ zpm|!K@?P20tvpiEQ$>(rKBzL-oY&I4rfyo1j%!j^X|n3?+<<{tblLD?-Hfkifded= zhqy%tgi(du_<0L_t?#`O{tOxA?9iC7kB8CCaz9op{&J?@ERe2xKxZwGfn%LM+u)Zv zKr+9y@?yejXcDDFGj`GoH!zxIoMAqDLV&O4xpc}S9+@c^L@AYIQa@Z{edkg<7cqRx z-c2|%I_!o(nH^P@u;^Al9s`wQvjYSdwEI1tR2JJUZ5~u1X8RX-v&zB&3k|Lsk!jS<7OPE*e;d|MPNdfrloU{;Q zZVldlAlz?+f^se&$v3W?=e4VI1E0`;5%z3{L5S6KgVeK8k}Q$7pYKIQ1k< zehAGEwdTUn5ge60vEUg!(&ELLF;SBAPleF+l2{dWYO7Cw9wvfc)mQynaL8wIUiq0g zSxefUK|6S_!joC}^&Y=(YOool*fKtJhDSTtx?{PgZAitMqJ8LZL>U0DIYh6;XuCBE zLEovdzi3d~+pOYV8GS5Z&}?Mmdrg~6c#&VE6T;rnd-!(s`1&YF*$u#=0X7jfGuqv; zZq1S~a9Sip(-H^5OLXzk-Pb%X4{v7EkmY-mJ5GuIKed9B9Jg+3lCCO(<zxNvdju&k zQTGxG8nR?rBeEna) zHyY6~1%&E25E;czqk#%$_OssvsqG<48kajo~l@f)L zr){Uym&E0sfl}BLC&>b4+2v>Tv3}ZJ2(KbA4Q~I2OoC^Z z?+LePisV-I7Iq>6M4LU?V?d1C3un3}h&+Sdn@0j^Dy`vv`7p z6t@>`)F`$%$x+>BX969O|2Uwjx#j$s*0!sG9;bYun zr!47n)!rUL)atfARVQi&XlvDC^fLcEp+o@`;6Cs?H7M6=j=HWN;*a#$oG3OXF19p$ z-}1Kr3VHZz>3r28^eM!g!1vp)Sz8H;KYmHcrfl5AlBQ<$IGIC6M_vZiDZb&3t^51< zUtiVtnqROOjz6mxI)ar3IlszPmz5mgD>nZgk<6G0v*R&MGfTQ1$UzuuPEx?_krj?7^cpU+*%6fKY%wO7{dm41p|@ zp_z>5&iZj;SsQY4XF8_{k?d6phI{46zJ)C-v~#XuUMYO(_a9qyv`M}2l@1|t>T4Pc z+t;hvz32@({}O19u;Sa>B#k#I5q51oA&2@OOPomq_C(KSzV);(E1cT!NzlU#Hg6bc zN$>o=XdAqy=ltx=pL^#+G(I%zGHUI$?P(${Hb&F~^c8RLer%i``ZCk|SzuU=gMS}f z3p(9o4xNxFxB0vJ#~9pvt9gRxOsP1#v2xLG)OxQy9Z**UmOP0hGiIE~GCgarP-iZsbT5Uc>te`6Ep zj104wF=qIct4*oq1m{%we&&HUgN>#fwq3vFCPr<&5%atsY-B`Lry!@eiE+uZ5HDA^ zz!S}d!nuDjT5}36EcW3j-a)W+?%|ybe%-EC9gn= zO4-sEzuCB57BKI>M?6)A6E4c32tR1HG!fsU-Mx<%TZ@V>CXjIqXGX+@`Kh5pqFj>YZcs~q}rI_P0HsClX?bGqz%SJsiO z{ZQc-Rt2NpWl#m9(WO)wt{(8-{kPU8Y{3U}$QixFSp@q)qf^B*zAJt9<78aBt|7WL zFVpwz{w?H;RZmqg;`iJB(mm(j6_pdLzrWQ^Ce*uiYf9cTG(C@xWOq?KsW{rxTBae0 R5qLQ`x#6j(B$OoK{|8nyL)HKQ delta 42207 zcmZsiV{m5Qw)H!D2q!nurPAKQXJe|zQD3@C8Cf6Sb2C@1qET<++8h99ALdSmhm>L zDEMxH^(SLE=B=GZ#(YS@uzdss{J}2`jEkh+p=5@EJF=>&>Ib_~$Se?)>R9N+x*MD*Ux_&#pjvOCa^(RF?R41*_=eHk{Qq)Wwnl9ny>Iw>dy-k9 zFsleIVXy%V{@RiKk*0$aTA2o|mqqk~i?a+)+* z_PXQ9H}Hed3fFCMs`{;}!qOqm8p!j?7N%UJq-d;b^qin;fXC`Ukm8h(PnXM?GNO1;8`MXZyk_LgQqY6m1ksKDR!_n>Yhrn(b}pp_ z^znB(u5Q6M*lv#-@aadE?R6-I6fP(Y7*Ci(JpWR!x5l;9Zua<~*}_YVI>1j{^y~qL zuL2ceB%r-C(AG30E4Fgk=?&>f!|=lMIIZg)Wm$q7VNt)7H}jEV?HOOE(hV;w>-mk5 zo9bnyk{$7C+g3vC)M>_TioH`fNW+u@_)O!I_lcs<8i~U^!u1>aeUq3y-T1K_DKqzT z3p&-1ECqh9i!6y%IHOYl4 zuR4~1AIo*(=W$x9{iq)s;h@(25?2p>m}T4m98T}qw5z5mw|mr&t#$&8-*NGyfX_u$ zb$rRqGeeNZZbeOcq4iKP8gW^_+$UVOVs$7GW{yL?55zgsBQ7uEQhd33-PiWOaEdlm zOSy#Jb`r!Lfm|HX#Em;!5AY%(IbFjTzh>Y15HSz_8$qa@9Cx@dPtQ`&b7`vOX*MBSsaa6OHtw7c^~d2>De-)9y@DtFDk-?rB(P`0L#{|-^kj2 z-5inu`KdFTlCh_WDQbQehAyRqsJ0HM1||)xE5u*|9yb})J?5=yE59@vJr&Oi-72

    };{M$|Yy2wPbdMU9O{zP37snhatV2 zw*!1u@mqPeW3pN`ek!_W35aYKX;pus`&=gE0zB2F)+^f5pR10Cyz{)U@-i7)saz@V z`~o!pjCVuI3?5Q*iNU36#V2dT$9B|UpN1+N4I0Xp}8_QVXzxN+ay z$s(=J7v@5h9!4saF(~sFu?z`L7q{iXur?VMC z*X>u_7CQcvu?j3l+)L5o-F3W}aSC7bRa`8th*s2S`)Tj5e|Z@+h)X4 zFq=dAev1fn)XLtBLi)CMDtdm`f;b~0YP5O_)bW7#e0?S@)-Lr50(NOwclx(e?`xi# z`#r86di~)lon?&%v*$e!F$WJT7nI`z`_wFaYmfH>VYGa-0T{y=C`aI&AwiGK*KSvA zbVX~2oe!6txC4|B8Q{+o9J4IjHvqn-l#dhCc`P?pGS>X^D-B>u=lkcS z!V*}((rL*+_hz-CsYr7SS+M?*BPK#zv4kr$e(SYwS_XUa3^RDWh~OnS=$dRMHz4)- zZnMnp0%)M@&pS4sosjNs`*1%uy-}7MyE}QQ2uz@{o4~r%<}gx9Ca{aMev zO7CbwE85j6smo^~h}+H-p_W1qsTj&uYrd3ZgI(V+I%$x1y+@NCpj3RnUl){Oncy-$#_=^Omz zI&7pP)Rl^U$d)FSyrWA^sU=6QdysQ}>)XZwwN{KQ?L#aEdv!k5lchIcVvQ*B0cgsT zOA}Zb-RJ+ bvVCwbaD+UbeB|0(|wD(82FU9T2kfWkY?W%kaa5`{G;D}xcHEmvgD zq`qYeMWaM^9Vr%uMh~QDCtE5(5$awFjv>*iP!oI1bjN8TNK$xqAB&1j7FmBRV(nVj z-e|xJ?mGU^tQ+h3_7ss6^b(J`0C+ZQegUz4J%cz+5pJv)xN$#0qrCM;CVszi4K(k$Aq5C$93%Iw3V_VhQY`&ZWB@Bai+V?5yITnA7bD!O)K z{zA;H3nhvNr8*hJ+6aBS-!$@y2YkEXsJY&a)~c)>nid;KWP^4@IfCH-0hkwS%t>{- znAH(BQDB7cC4)|b6=&1+qA!P${PfR-SJk_rYegFr!VnF9DfrGsr&)7@W&Q>lHclRM z$bwrX(vtv0SVyn8_ciej6eaJsl<}wO zlTq9vdojGJve>NOf)TGT0NMm+Zxut3q{eD*6|q1hb@TEBuM-r+g!#@seL(I`mAhM^ zR0`8Dp?YJ+7*K!-sxiH50xRlSYcwyyPS!94o+&g>mNH2#Y&+1J^u$G%&gaudQoHc<)uZ!B3zD&$&&I|@)qH+nn(28fAoFks&x&R&(^h{k%M~^oL_S*Kq+5 zdUNX|fe_d#s>Jc$x-1RXJ83PM!=z3|AyFra#q@jk*JnEZ*6Xy=7g$e}b1bZdqxt_< z^#3F$Q(IV8wnP+)W+`|h5D?Plas+1ta07CU{bW2m9snyl`+xrcq~iXG+myW6uAiHi zES%^e8s`iLRUi^ZlEFG5IUVp^nE+i!NTQz$4CHZ&vn2OR^tOn7p$sqK&g)aOFS?0W z_@yMtX9{%p%?RwvHSDoWCR2110OplvvWWuO*##pY8^Bb{~*vJc80DU&aT|6#uS;IAgmqSYA|hXFHKUL)1L$=?+E zeaL1uOp}^Z*+ix!6G{$wU*>{N4CsiX+l%z)a2snN)#gqXtXg=0bsbY#^G*%EhiAQ^ z!DSW2)QTk6`c;BKwt$dij@vfSK2bTrEo-*rLM`sgqd!!onDN6xo5OAy8koD-#!Vq3 zmtdT|M=a;9LmRubs_b~9s!Se@U_e_1YH_`;iKAp`zd)Q+vejX~LSLgT4zSUcd3V8) z&QpUYt>g=M?VzxFKv(XH-Ns3Z)lep;XO;3IwKY`%2)sd$mB$oLNz7_IC=kOn)$- zA5R%;7&Hv}h6|eh;_7Q?u{`}oBOB=SzTN}`evS#4Zvo58LEso78+Ce~-?xeILlfZT zE#N`2c9BE|ke1Rg4&o`5*~zvVY}#;1Dc?en)H5kU`T>E(ltGL$P7GHX^c=eQKLb76}N2 zVosz*6;!OB9cNp9^$UoA4V>jU^iZzR&vPbw^B9vv9(ZPtlwt>IqxuL@8mMYB=}PbU zjjvoJut3n7v#L{!m$p>1m{1((<$Ebr=(505xBv@EM@wJ8z&vkb}sq)y6*QO-3h;d6hfKU!`SI81x#Ms!mlEma1vFc&Ing*EBb>yj^uBtT~q z)-uTzCne5Nez--)Pu5Y5n}Wge)cgHOh_Qy?NF0ccDCC!lpejkbG;6?AV9iUkKTo@m z%QqGmISh^fpob1g`UuMcHBI+ z$Qq`%Q5>tH6-rQb%6Y2M)cuNO=_gJvfP^g>a$PQU=nQ3&QeLmW|9V8(m@JRrywv`l;WA1nngzW9Wy)#^Fp z5~=5G?`{MM*_S8Y;bPQU)^$kfTsT`Yon9J;aBrUEitDd-@4A<1|Jyq%xY$b*;&7Er zdl_K%)+&IYu^Pv7^)wW?%gHI#Ra!YSxc}pJRd_e0?1UJ){qhh2BdJU$}Anu3Ilm7lZ5I#Z1$G``@DNEs#NC zo1fbW4z&ut=ZrHb3HC+x+n=bvHXkj2nKBj|Q4-lkwzrGz?fbF0!lW zUMp!qDNV*5xtX;35Jb|^g{*^MXpL=)>|vVPbfIOnrqiDes>!MzsZ%afeNQ9kh$Q)d>dOfE#>I0_Wn^J1;+Jp1ZnTA#=Gtqq9^*#P@eA2O)lQYl@f34xYupe z@k8Zc*7(Zgfh&J32b3}IH|Y%}+wmOD&=XWuwgE2FI9cP7<(ri(1ckgR1gX=bj>@1s z9Ny*RmOVp0Bsn1vZurVwxICJ(tX(NS8Hid+EC`p@>{+z@ zNT}8`DMM>TuS&zSI=9*{xZr;F3yzMN&a|~s@_9ctw<=Gp#}`rtWqFitG3k;W^e1l- zH391v)1A14@q3@O+4oW{SW(IBRoPh#)qw{JiJ0Zy;^1+#$Gp&6{N~rI}8hPqA$uc=_x+xzR6bq#=Em%;Y%OA@%9r0X_ z_gwvi`2!e&klazQ$A*vh<^aau=B4y@5P&pXqEW`G2TNhZ*<1bm4is~*jOYX&u_ZQPDCU~f$U?M+w-tVSi$ib`|-UL^3=pj3})6|7sp(vzXkPMP?# zMNj1)o9>Iqgu~AOWpEqwyd+C(M zh|+-hn^6M6gI}^XSb*>ZCyxN@G@4!Q>}}9v@Swn2wDMi7H37QKJwa0cZ5_=idlQVaX`cShLma5)E!1l6g2b;yoSBAN5ti1uEaZ*+u7v65fMEd774aY-t^M zxEk|2(|I|)M$ctb=4*dUHLna5EYeTsqJ-c|o&NuIzGlPOJ zW;_ukqg@$6BDf>C-rhEQU+IB@)7?UpB(L7cfN&<0+>!$>r(;;;%zBJb6y+l?c1@ zMeHMwu5Ec7_LTSDcbuF$W4^0v_xFD?3AM=ag|-Z7S94lx7JDXCOF}znqJOs5pXmC` z7el~nyrTfZS(Kc%Fhi3)MJlikZ-P)y9@SL$t0}1T8LbE^vB0rhpeQJI?|(&%$$hHM z$-&J_@md%O7lD-=#pEwI7Y`LyRRQs0)+|cfJKN$aK+dQLRK->6?9r74Y-#apgrO2JTp$6VDB*)Ae3Tp3nNKRy2e0sk+E(ix z#c9TLn8v@f>-;*eTaQOJS(Qacc&(Uef&e zQuVTYVVsQj&JIQ*<-8=Ue{gk})%MWloIisYtpyX=yV;px0@h52vL!DGyNzKoB;WTh z8(#o7(roaUN4g3CuBJ>cx9aHpogt^ZR6?C)x<^;5kmB>@+S`X_spe#^=JeXxet%zn zsE_=xGD$pkZ{51bGqN{j4S(pXpeeiHN_#xEz`Wetu|GbxQ}K=YX$S06C1l9Wm-uWW zq{u2|BsPCm&rIY<5l(SnRW=o4X=FtrOGs!<=+xA*GRzBa8&hPS1-AtBk~Xt_j5&`f zr%G2)XEIr@=V|G_!F<-vos(_vr2uTK9NhoC%}TZW+|?}Fgh)6DWh>&mSj$3=mPi#< z#OJ!}LW&|J#7k5Y!+Awd$tY}W7RzjsTWqqm?l-9FkAPAO$$g7yn6icF$dIrW$~T~g zaq&WyzAoZcM|FoDY3F>0OMcg@nE2Q9R|fl8sj1gBIUarYfX}Dv_GhQ-n}`zf;IaKu z`}Gbxx1&uZb4!cfHs9ro+}4qtbItFTTS8Bm0l{H2BE#RZFBc&)NtM$w-wgUU%px~= zZ!m_D-(60gpZlN9=S(-Q-&s%* zbPIWgt+omqfH%}i)x3PYthChXBpEqZjhC^nmUi@4*Gk#!v_{P`)l`A!B{kbtUkgW> z5!o=;o#;PWC6$M?IvboeVd^>*4APqw)EcF|iF%|8*<*dKUrCkJG}Y=dsWv)Mpp{MN z#Rf0@jgjdR_GF%St`ndBhoA_MJsH}H{E9W?c_euhfIyiZd2>{}2(5_N;p$<^zZ|A) zi4r{`_7qK#?Gcy5h<^!4JwOJ?k|G#-YI~aDNd47RT^9}ncz+5j2QqmuB`77NV`U{1 z$*(Z6!mh%EL=zcoCEqDelH19N^lrs*J}k8JKj02Y@wA*I-6@MC>Q+)mr#{PxB6~u8 zFj6Tj0)!V@iqnE0n`$K_dzXX%L~+E?6MG0<5tzfi^OBeOzz}BhWA)SB&?H<6M*Mm(E|p!~ zl$A4NL@CQYKO)0E1x0|sY}kz5O3D;zY@Dppw_Y7aRc=f3G4YA`53i3Vd zH18&d+|m}WHeLiD*Cw7Wg3wfIxW)L44=|{sWcE-gasw$4Yd`v6>YuI0>ttLtHNG71GHznh#q}XZ3EX{XNupU)p4fHgoi0$zn8}-k>^o?VUehCW>ZU{Xcs&)2 z0P(@NB?$rbnH~)ezPrmEss4G81TL*h^_C?PUH5zSVCf901BzlxfP<>CaL@OB$Zq(98Q7mk=u~WcG7ZX-M$pZ>Q^6?I4B-OBs7>ROW*{#zV=+p{3 zPRiyM5ghs);FZtzH%1g(a65$>Za3$(rpe(AMW2n_PsaUkGRkTKoA@GwaI#?ZCOHjL zYbwS>bl53^N5T9%L9BYZfNc=%9N?68U_fE&WVpU5_qkeDvPEOHFkY*j<;2LW`ZsS19q99xq4G9@P1OU^kgkn-ZgZ`w|c` z05!yuR?;dVV`ZTXdVBZoEqe}olbSHg;a&s^|y&OzPS;< zgmc9qn6f7?DZ{rxbWz#n+_!8vrGML}=vA#a=SQ9IG_C~2=)3Tq^U6v-7apF>GkJcU z-zNbRv~-*D)%&UMSa%E6jmS7HywIs-(Vg3SlWB`gJQ`1T82mT>GPlVQo z`*}@uva_G(GszBGz5>T2qJ*i0+vB&LRD{Q@>A6PlMBi8>OxS=`DUk?8b_3$xm=k2( z+vyrsGlSB*(k&q|!qmYP*G~BdNWC=SKY~sc-sMh3@s4*og6|d9vdC~-oDW8@8wtOG zn4M<`rEkRy3IK;SW&Xm9XTf12tg3g=V1Z$LTfM#=FNh-nmRSpvv{iCGQokMtAaLJ#2nV?6@~hx zHB0I?&vtT+`dw;6==j$n69(5_x!kP$pa-SnZkStQjryAKE_d$-qH1UgL^ty{-$p8& z9PRd&3jp0{smx#M8dHDM*~Q$((IUSzr#=S$c;hJXFP}a>E*ho_xp)>t+bD|1|L`HF z-jNzWq#3LB9x7>CGCK!c2iad#lRRWxdx8c}7cE}WZ#NK(+qw}eiiGzAXW5BxB%*im zUroNo<&qd~sz1ZJC(s{`eU^mYbDr0S6JZ2#vjBZk=+zFIsi~>yHl)j!x7*(J=D-+b z^fM5vfm`J_%B`JEA?BKs?V18UauzLk?Z1DwIC1X;T6-??|aAZtAJDX1% ziuo9zs3%?{jK`U!{P_?Pt^}$+jBf4}KS=(?VlH`poNBQS^|~M>g18nf{534O?ViJ# zWeK41Hy*WI+?-ZU?z*h7mtR04XiOVe2`O{~=*4H*=ipGxVGTS=`|+!6d0v*&w`w~upIWy7aTU(g2?{S6VIr8*|G zD$XU^y)#vulLJY-?E)a%h(<;S^qM1paR7#3Y-og+RJTKCj&Sdyw#o80a6>{VcGtzs z->^G<_cCWNH?F}!c)re_?upujqvzeXb&@r2vm44Yr0jRa^5j|5ZK%H#;l`g9{a6Ab z@TSfQ@{zl>2aj&&nVITYvGy+z$foVXK;7om3fHBOue!YoBL?4d;5Wg{DN4(aaDbc7 zwR714=S#CsB+zXaVFTC4fm8b$R1mXuxf2*=&4r8kbHjZ^^zj-0j_k@E}^~_in0p0y+KZ9;17ALj?Le>2zG}m zVA9~9$ySitee(XYapGa`dcNUR)bF5|0%g))ePqvJ%~=@oY|?+Er%G8G1Vk6`2FxwY z!vW2EDAhF#Ra>n#y}!`k(#5QAE5IQ+2p$WYu2hxc0QpS)D3TL-PjFo11kMXv>OpXK zeDdzLpcbRvM7vp2LkfG=p0Z6Y;0b~E<;Lqi3*v^(LdL2hZ_8{1*K?1@u1hgd$lhegi>Oaw5`RYWe z`oRNqj7}BK4aT73PNRtxW}Njj{Q7#AM@21KbWuO)D^Br#vt^~j5K^eo;&8HI!xy7U z{yv1fP9>)jz(ZrSN2gpIl!!dAi{|YSCCPd_{r&+>|6-Ud_bip%c#i{caAMM)v|jBP zaq$zH3gw|@Fc;xe24O4KE61CfdNCnArxrC@F|>~+-i<;h>Hs^6LbewnH?= z9&&c~*32BogX?AileCvwunRf z`C~hbouEaFUV|7nsDsWDQ;vU)pAv2F{L8EnCnz9INiCZ~pi80-tf9qP4j}F*imeb? zp?t} z%)avIdVfDZK0oV_K!Qb%=S%F&yB07O#OIa7FET7W*mA)O$6WI*3X$f72M^wGf= zDua&JW@L6SLQ^FtU}MGD!mFN{o-N8NeRE*;OFOkr{Z1g~MoJN*yK#6U*AK3@dX0q% zaI4uQX=!tTyHik3$!;)S%d}nQGrg6t<2>T6tJ{{zWUTpntM}7unl`ImZ{p}? z&}cK!jb05vw!EB@wrupn$JOMbczwJ^k2@E5AL~`8udfgKwL;}bSKDyiSp`YuP{8DH zemb!Q>2qIIb-X>KYY^lIL=)KF#1Z%;Zvk@}emWUH8quE{6*0-p!*wY8OpXOo9S+T?`se6g7jy67D1oyEbc`qH|qgF3~v?a zjZevZ>lXRVguv`As!g_zEO_KfcIF$2`#HPHYR&+1-HUbi@YOnPi5=Q2>! zosYnVbizhkRobf%>N0(a6^4DgpT%A-+5*Xa_sJIV16<_uCwqN&9Go-CSrh(U#jHCKQTlaq5J zfFJ_{lY@(}GDKNiQu15YsK2L2pNXYio2j1~ zsHi4Y$lpvZMncWr%H3K)&ml3uAXG0tz{J9(0rD3`0QxW|Ur!m{nVQ2{QlC63iYUxDs3OD$=K@PU5Ov5YFzjne)5ZN z++Akq(FWWbEBSEcE~j%mExJ#_zYXSXM`w{f2IM)}s&BAfS>U9iS@-7hwoWNj%NH|E zZgvxTk3N;Yo98V6%b%0PJg@Xt`AUiOd5>MwQ7{UyNO4dkKvRN5i^wTy6EY9PsSrh{ zlgVXypff9fnDnX#yCQ3H=L*wQfEQZgpj;|9^8vB$W?! zCNaD=Z(^Y2dMi5WfLIFnd^>iMp#Xm(fm?_|9w7S+rM}iLK?g4e7a13WCLI^cz!60* zUWL9IgQnyT#pWEY$h>MZY+w9z?_dSCMEZ>fcCJe&{{4=vYi=?Oihp&w9_@%M))Q^+ zi9-e!ERRWKmHTMS-$QY9o=~-O!+>0ZfU>ZsQ^A4o16YP~*x>gsoOulGiL{^obRXG* zp8Ib4vURR={Q^$)w#zVTZ*u*l{^Al7pj_Yc6Zoot8fsdKB|$jaDgL%o9k`!{6-#gX zL|>R$XJ)_|{dH`;;L<1XMi~JA$IE%;kpJ;WP{{UsI_!$>m_Go(cO2DP7Baf&iib9w zzW>Mrk^UDB1QXEvwAeoS{4`^@jkM~0$Q!>u1Ro7Inp_oi=*qs_u_A8<#5UUOmhp^+ zGHe9;ysAewUY2*HbX=}*0Brlqj_c)kk1Y%(c*RwTNs!SBKv_sJWcq{IPoOu%lh8MV zsUZb4f(o=QM5snUSUTTh9YEF@JKBch@$mMDg9 zQ&5&ozzLu{#yN8ICZ1>(>&4>OywKmI%#8Cp>_^Qp*8FM8Lm-k8WAp2;(dQTb%UbWZ zs(0@)8sn&c9o7HsoQ^x!&Vv9F3`A;G)OdADKlbosyt)A)x?ZhbL7&kIBav8E^5^`2TXh~!? zrLlbyvUFCNjAKsv5v6{?sh`_o!h`es(VZyf+Q|Epv+bO*ydkEKU2nx&9l+rIqWQW1 z`};jyAO|cFn&kFCw}|o(Y^ZLs#w`C8S2jpb?JDa2&2pUou=TLC0FV%k8xOVK&VSZ#t?=QgOHL?m5%L*eyRHR3Y+Sy?e!USI z=-)90p4ahtq2B!!+J8e;v3rv9LS`V@pq*BV(0pV0*2J4gd0?yp~AU3O_hO56zVB?{}{1Te(`yHWKFy(U0tfT8?(8V9x)G|0wgsbV2xWr@k#%B z|WsH%(em$Mc`+|9h11oxe9K2Nca?`di;r@LerJo#qj`&F*0*fN`fiPj(c6j8ZNh5&rUL0ZF2*w7 z2FES5X}hrzvZc825@4;(#}!`~CRP+CRs+HA43pY2b9sm3@wIyrH_x`}$vxBJ9>der zZ1J3V3?((ozq2<^h$mK?fn53`cq)g&J{EkGVQT)@n{KGsN*CX1d~KTR-l%iks;>9d za%>tq{3RfbzrRYDv>HxV9E4j$PyM)aR(2J!NpAJXlFwSi5#Z^_d4hi~yu*9^w5P&F zJxxegx{wpx!_ep=Y)^j*X~U>466FK-ArZwE#D4sjMu2;`cCEa0)QMgNL@qIuoHH(c1UUQUR_cdIo;EeFpL?gC}@RK6x{z5aT zwWMcIKiL6D2IyrJ@c;g7L2A>Ylmer~sg z36k%TuKI*c)s-zxQ}szB@1H;W4V@fGQ2C=0u@cUPYXN?Nr35eWO5zQ7flZo;gkquX zn~wE6xMah~FwrV9GIC;iVs^H^vaYtawyI^_ej&H*15ou46Xjpc(N9X&OS|JqUd%dc z`KNkH`gq4)K7^>R)JN7YYDpS+%<=<4MtL+Pp5?Gvi9wYr30qBYG=+$Tl8+!c_v9o) z`)491wv2xTvFnngG5V z^ux1sKS10U>J&-(*Jo`PN33;Rft$OwDBl!hvz)LsOojodWqQy$g|X-V6`2tz4jf9J z6SRq{@#gUdlz9`^CAxV)ZHB2A3htPf9Zl~V@Z8|;?%}LW91&@?8K`TjLOafGj0{qb zXcUhB=6?Rf>i72tba+4U&|J}_z9SLZ_VKEv7RgapIQ)4Q@c4YH!^;zDtenp*V%1)% zGh@`Sm6QbzTM-4?e*970@(Q?3lXts$KTcX`)lFt;{OT)q6>mm7K;_NEz4d%-lh zyZV8PH2AeHGw5R)+|vqwromBAG^(9zr2J!UESSG|#Ijuvz^AxYqqzyA@g`F}Z7INm zTP~}#;!a*(`S{+!c2mRchdN?nA3R)vT=a^2 z0<&F)DXiRDSzS__W=c~A7>$BL*lT(=ZslP*YCU`lDj(>%A)NL_n|^~O!l|cGgF!ux zpWEa%x`jv$VmM}7x zYI@?!;@*qhWeEQdtHTmojV?SNnS1TPXn=^go8ae%6)-bI|z%u zRMRx#ahAH(2ZX9R{(2MN+_n1lEDEr&3gajr&Qr5#OVi~&YR5{u;OAHX1a#G|rldQb zb)R;IEed_ecNcfHvo^ESt>@jCi@M$q_L}is-?pdlRw}5gz}vjF_Cwa$l`J)vU`kgO zOZ$fKQapC!%e5lc$2hG&(#O(pyFLiV5suG;@%Y9l))Px19i03OYAykP)?vyKlgR8~ z)`yU@K17xu+F6(A=mJ&_De zNg^pVr=-B6-c?Onaf@Eb@-T}$p6}Vq{+6EMI}u6`%87I_$-Lh5NpxO6_|1cYjP}hux0aFRMzTr~5uJ*F;e4VbJ0`~S-SbqcE2Ds4P6#ZX2 z^O*t_TtDAG%LK{*)kcV4oBKQPUz>DV*&Xqh;0o>3>?oK`!ITW^AyXve*uT6xR>iB% zN}wwVE1_iMY*<6ev}MtjgEBJKa2uA@)oO!}tY*X;Pbes~* z%Mkq|W{Oj_rTj-@rm$~WbQ)EbP2Y*u&*a)8(4I8~~i8%<%X#b@r#{Wa?BSYK&7U16xx+lgi6x(a^n4w@5 zU43;S7TXf_EPeMD2=ctxHhhZ13KbWUgOF+rj)+*-5%{}SlKYYRN*ASa7k63QM?MNBG(eKm|o$5;aWe`d;d|m z>Y|=UaSue+R+bR7G-cE*Sy8o#J!R_lGDVep4@<6GwWAchot=OBL9bIhr8YKo_|X(& zscD*7W=CX!z1`n`FYU!Q7Uq_l@SAzcV@%o@UMc_&*hj85!_&vElANN01x11BHYq5$ z7V7Mi(6Owd#W8c#WX|RXxTPK{OOZ6#i{%@^TOTKxYi6;@tDY-YHM1#-)u^bC#3aCV zRr|(=+$Z)?dpT;`{1bJGa&tX`)G(S(J!YGao1wWJbqL*4CyT2}(`L2h@cjYQQ<`z= z5OqKTuOo~qDe1KP%vLQ53X+LD3xk#3rwwL+zmdy>Id)(+GC+LYv@W zB3F6|uIk}I`ojHX7avpH8Z-3`*Q)6RgPDI{oqeE5+jz4OOD{QDE%8uI??i*g^Pc2m zEy1ViC+^RRapa>y#wjs^5?NkIx*u&T#HE0K5tZV-JK_W=l>-rCBv2pZ@epA`_sQ7z zpg;aWG&>_K6Ez;FH)-H@x&M+o70n7S%nC0JDI{H~JZ&sAbF+;IXFFACkYtUigsF*y zDFz)X+{)PCkKunQ>i5C-uvj5K~NvLg*NbeQCl2_;;Jd6sn4|}|!f*V&I9sv}I zGuv0oU)SYc+Tn6M?Qe_sLHnFP+g-gw=iA3b@~k27paR(Fe1CJp04L^wxC}rGc;5DR z*OC~iE9TnST=lwEh-jeotlM&T+A$bF3dDx~P+r*PxSbkWC90_8asC{db^g9Xo(rIA zFd@#|!j+h*3@!aRm2p}D?%T>QTG6Dp^HIse@KWSnCp7)>(Z?Mwv#8pBU4|r2DYYfo z;)gswDcOB^@Vw>3ld&Uufe4s`uEzzN8lldJ201bf>clo?grtrDNwEGnAeOY8KebJc z)*0mAZE$U+iZ)txnaFSPD&m}pM5O7r#Y@68TFqV4&&^ z2(70K*_lG)N)w_#Nu18QWdO;T#?tvvOfY!RM6iGjBU7Br+V2KDth~1tm!M*xSgQRz zO*`pG{s2$sqpq1r(g$b{>SN6wljMi{Q$bg%?rK7GXwW!UgQ`{qrO*XMomaC+ekeQU?R% zDD0+mU;PKJZKc}E3F*zHuDnnIx(#$@Q6l2Pr0Vq5%ngwKHZEn@GKgj`v22Ngri>nXK=3Bu7uVsRpT+lIQ1dOp*Lg+senJlP<*pYK};?`QEEp#Xw zsnD0Qp`H|?-Kd2I|H2Y_Xoayi^t{YkLh;W$-alx%W9(4iQc+Iuzqp}eFSzDL+ z--op!?S!^h>-H&TZ)mW&ii>edm$bD6{hoTuiBWIUw(q5ARd-*JRYN;HRT{pIPn+dk zle}ISj*c-J0_nyaC++z9bwCf>lJT?*d(BTE+CX)zrP=3}7&&Y>rz(TP(L(7t_ES7g z_Hx53AwpGNX){2RFq@)iS$v!erBR1eJE>yWGBRSigEGSPow z^dw6V-UB$5L;py!3yXg)6_XAtw8PdwyaHOHkZXKaK%+swWvmuI!IR9>ar)L3|1t7D}(8b^8 z)n|AAy`BEA81<(=#pUX@&j?I8C+k~X56H_vg9HZ{cP%MV{n%3Z7z3|N3@jFQ4gi>K z9*5RsTv%pH=-XkQ-oR;p^k`rO_zwK>B~mAUSg+RK}^ z!JfgmUXA7MY`00zT>SAWx|aU#&$nxQ-n$1IuaP*h#}Ph0*)~YROl-i5HNbDAZ9X`v zQvhK>`j7VN3aFjOdtF!C$X-*@|0C=zgYpQPM(q#+1PCO!LvVL@cMb0D?hcE)ySu}U zy9Rf6cXxLRsofvDwYxptGm`~g2CQ=&ZzxXH)>Sw^Hi9r7#&P_U zFR(g1tR-jHwAwfigVHPq#^2*LL~L#s7I4`*K=)H}@ym*=h#|E$4f04j+3RnjOHHjY zUN5fY%|!YQApvvWMI+52>+D*{WVMZU^PE}FQ#j4-EzVe895R`; z?s1pBN`liGzgs+>^i2BmdQEd*?^)prURP$eNtAe^oV10e5{pw8+J zMsB3HE`bN?Dgwru{UQHX)JdWn)}IE7eQ8WhnBkyjR= z_F3>E+ZM|79UOdsl0)d~PcV$4O_-FsJIZ^d-);%mXIOpLz?;{jD2SvoOb=->mENY> zShchwzBUwC_moFH0Lln4#6P-IB8bK(IUqLxGIIZ_Q$afeTuAt!!pW@S6T!nXVn+x* zX_u>*)1M$swAy9F!f6Oh3!1B=;$P3>XcPReS_Ro|G2RJhKipzCBrLVQk))aNI|%W! zQXh5h6rP#VBDdJDynkjkSnM~HtW36@mUvcuMjb|J0GXc!ec%g)u zNux+qT+!aB=yUq`T-0cUE<@7C^+h$kXrBI>_{rkMdNYB|f8O`2#@l5xfq0y*>t7VV z;>e|4&ydfX`TN61lieXr>F_;J+@+H{9elU%mtO>od@}i95uaqfG_)C`+7yIl_z3u_ z;}8;22Z}WGe2eG8PJ8>d~{efFu zk~E*X85G3YVbGmbk_!EB@R$YhGlE6k{M-`2yG6n=6qIzgsGl`>{2#2C{9&+7kVXWhXrN<7~)P^^z!jUfwY2`&|bv1SEJz=UGd>s zc9vzwmD%G!aa!^5(1ik319g_$a`y<&pBlwO-?KMWme&OfKq>r?AI9d`X z63?_MT4?9Xg!{f!LSOv5B+k-u_Ovy*fDt%*XBId3b(rv5@A!Ud$!UbgN_&o{jz}6x zr?K$FDt*Q>l|0FHxFFSwyp(P|Cet`Vx|Re|NB5OsI^Kr-O> z{+0qUwV1`uP}Y@@%R&s{QTResKElOqrM!&jPpf9ds`Zl0?!I+Y@B*02X9JRrS}%+B zPn>>AO@qY{NDJ6ZFj;7aSPiegvq_E>Ooma>oce!_Vhv&Su*7A_Nec2r?q?IvTTTqg z8s+80n+v(Hq^yxbv2=#^bhaiO$KE(Aw!>*q&qU!~I&kpDnb~YAkzUKNz zf8=2|`2WP^pd0w7|KH^9{-@vnqCZlURbah2%1SAur2_W46gJNp-_#DD$LaqIJ(|-V z&4s|03dz(_5mthOTADE7colP%ONU3EwKQ z)Qd9n6jDZNINVr-W+bhMW*4Tt2EUj|XWw;d+!9T0RXT07~LUDT}B_+zRZO({* zV*K?f)lv2xo2ob|^JmUkL9S7)@9Xfrb3wytLWj`^RqZM)qjb@jKwAgdERomxki8m7 zyrx(cdc*RAe(HNI%CNC=_B&0ZMtJR5Q3b&W);<+!BJn#Y1EdIc9)m=) zyqI(OSyNZvuqW@zJ^CVAVREg89eK1oybyC(l_OBGm9^FPxYZpWVJY>p`i5 z({d}^)vpu>acEB%DVUR_BH7h(JFmepx4GI`n=cecqXk+hE9{Atz2v-s12PNb%L}%g zEb8ajuZ8J;Gz#73JuDU^o+V%(LVGRsk1gP)0Rk33jjuMneR(hCU3^Dlt);AtYE1>j zkt)yNK^#nSsZ2sb*gJO;I|B|iLh3O?f>-X_b$JKWXisauebu*Nw|&S(sJ^0Kb)al& z{8#F@v(s(Ymi@6P1OInVlb51MFX zsh-<|$MQ*iEv!|Yzx~J?V?>}w2%vNGvsY=zFeMw5EY~CvWM{uirU7lfD?yLwOG%|G zI?b;nlg$*wl$?5p_Z}k!X!^4(iA#^vPACV+R-7ExF$&Ug^DJnJ;lD>4?Js68#$RRY z;boZ%R%fs}2v0Wa-8lcf+DnOy9G_@qBuh<_#KLa*uE{|5MvBFDD)AB)NVfRcyspXU*K1?l1I z3K?Qm9sIZmd!v%gs>8{yr*U(#*rfTXbAkRW<(7F{FK86WN}^&zYjgiI$r!)`~lPR%3zL~JoZ^yAW) zueXr5Q2!={^|UWvwa=k=CQary_GD?ny+{n9P0mV-Jb2=JaY#kx$hmP;IIbrP(}HmT zX5(fbom`32L8-q^fQ`{C{_j)^v>;OqU^hyu69{oA~Ly^!#S_D(o%r`Wapv!694 z&U2ro-e?G(>36@9ZRx;RzeYtSm(qdh0pnupV)wusaN0uE=|I5x9xw`)T1eTp`&#Dfo+s*}6%NbAd3wrkit#L>Nxg%FEn%qy_`4M{9W8XpoKPb&ywlL&vZSDZ6E82kFHrH(*;!$~ezdIx>E4 z>#{$pF~Z0oy>N$zO&b?KQvv8i~X(8B_|B%?z^$%?5 z2CZ(LSjL1$^5z47ZS#wpr$x!SzMnf{@f5y?W^sw<{8X*po+g(;tz&tsM%Ve5{>^{A zwp@-I912o?fTZsz*H2Pcn6Z1+`1wsIKiWGLv+htJUa3wd&SCV$1urS4)_kA1-xN@O?`F38&CQbqHJbh^xA7RX)z%;+zJagk| zJjJ){H)zfh94P?TzrnapD4{%o{&Qh*PUFo(9yqKF9esS8ZxnNa!u8V~7loLNg7%vT|6c^@!KNd>BgKFr0WsZDd{M6Tal9fg&}lw!S^M?s`gOgO zl-vH|HOnW15)ZO6Dwm%NPT=c{S=TttySgnWGnUSu_wf^2y&WyQ;-yR4O3W+T1+m&G z&I$Xfjov4(i`w@))T>P|cx$J0MEAUo(%D`LrCKl6^A}0&epa0<+v)QdF#yW30?~dR z;Abans{FJ)a+@+&-p9`hr9d8b8Uec+a^HpH5Qssl(Yw(atL$e z&*Q3d!rg0GuZ&DwIzdV@LF%r;#4}L8XUIIw#T4CGW=Fz>%d8DyjUkcbkbz~<{f8WJ zIWE1gTzY=??w5qr3+##~sIxuXmcY6A`vrUBwLE4mFfQeS_~Y*G3t~|mr=6^WDFr*$ zO$k&99lX%dA5Lo1Vp)MqQiT}P8rLI1eNiO4b-wXDwpWV)2K3w?B4qym0w@6@7`cB$ zO#c&0`G1Iirc3?};{R6{7I2Qg3qgUn>^Xoayl^zO92nH!OCK0EIv%LIAuw)xzG&L2~g1hhe{OkOmzIj-=jn1SZX@d_d4f6;-t4EG_i&XR-MM}?aq;J^wWk^7| z%*S#a=p;`6@uFtCVx~xX*gk!6opCc0ON{!Gg7Ua>L=1F9PJ2or`<|f%Y&hR1yAU4{ zMJhVqofy2H1Yf##cU?Y&p46}4q#NwimxZmAd1VSqJ3L;j?rq3h#Zs}NupX?&JJAQt zoUF{X$I2v^I|y;hcP?sW%yMj~HZ-583Qgh{^VgJPPW>!kHycTye0!IlPp9G#e3LB^xJp0zMQc?eQWNPl}vJoxR+S$J}LN5sY$ zbBBX6GGd}X#HrplLB;)=Y3JM7(SvyZ5C)g+qUk_o19#ao_>;hdt>vsB=)0$*oJeL~ z1V>DPKkjjkD2F@X3_DWd&v23x!9kV}|6k%!>ev4%{<8{W(#&VK3m`btP_kS~~S{iIoD_LKEP zIhvKzYFxZ1p;mff@S^2T;;BWqj|bJ;`v#co%r0mf^Nza{za$k0F5U~ACg!ZiFH)Rc z#v4cP+8i3WUzHw9FR5sF?n@t{EV}CI@8+06Ge88FZGGMC5jbJ*Pwexa$Ei0L8w~8` z=eCdM%XJPm$5WTmF-bqGG>V}$0n7r@$yu-8FEpu$?qlM;St70SrK1FhNpK_Sv;a(> zn^`JIDVq?*F*YW5eFPUn14Sp0m$nFl2G&=y2P_Fa)dn(xFC zgxHUmDlkH3zD`J=zArK8Ul76h^uLJx_!0{CoBj*Y|6!ElLtGE}FLO0|haZiwQ07ok z^pEAU@+f8f7We1m=m_qWN(NZ-XosNemtrt+tKR)YH(Hq+g>>h!}lP7 zeSaa`e_|xAzsPqL-X?Jav-#e(j+kfK)vTO`MP$=%5B7EtaFnc4&JTtDn6p$MhW|lS zW@$WbrkcEVm(X)@I!WL5HNxqu0g1e@>@is}wZ!I@Y|s@ji~2@|z-!e_C4&9mfy4^l z9wbL4ghwT$an$F87?KF=CW~BpBr7l_i}(^_+oAWxXvR+}Dp}xRD4dSMd`lR#70BaI zB_e1Zk|r|nPlszS@kL|4%7fIN`x}mlQ~tjd^=`?3fg{>f$X0UF14q11vqnJYcSqzM zZrtC04PR+P|4I_{!g2@3mb8Z$HQ4=eu&sEdLA}u5kiDe9W$$QXa(Nx8URKgJ_q=N+ zXU?yyqCNb}U6&4Z>9Ol@y!!IGuQ*%qq8L$Q_VID;+lIS$$JtG^}C?3z|q70 z6HZn-+w*xr+e%aa?6r$gV;;En@`PK4KqmTv*CG$YZBmpg`;dGk8Y}e!PaMG{&S06! zW1d`S{RBm3-F!4hpw}zEDN>@WR|Z(ChzNnFmsGQW+9Ym5S2R0+9?Dk)z{=T? z%h~bE(1m5N=ZnJ;hJi%Sndd&_eb9nur6_3veRChgP6gcw=Xd+ZtaYQ!28BLD+7vxfT!2kJ}My?D^l=DPLR znZ*c*hH_G>)cW}FMFVP$tMZw>{_OJDFC=Zn)~*vj)Z9GpbY#PKfY1S#B%S7}p$fTQ zrihP={Ff|DUwjWd_L)c;KSz)w;Y^2^j-Wf_F>%5Fc*tVx{zZlc$Ybna>f*ou4#*rs zA_Xu~llaGvcAK}IOy_r>3!fF7M(Y;6tT%DVIiHdmOeOyqCoUV)(36s?AIg+;ZfrcP z;1$un+m248A$wV7WL=kjyT1Q+N16SW)Oi*ny0mOFRT_#&dkv1^=qtdEbk|+Q{BKgT50vVRiXSNOh|n$^CNY5nPVVA4Hp_y&~@Vp?YT7+BK=KX#|{7 zWpigEAia~|e&A-cI^nK7X^y zqUkJ>V(j8VclH?eWOapP28U1RS;VyLMK}hl27k()r<0xQ?%$;_LML{iQ_%k2giquh zIB}_SdRZf`m0`C!1Vj`5)8K<&bjo?Tb%3SnhHp{4g|jdbe0M&pVsZHcNKEd)GS@NC zyAKxP{OlV^wXVDQ^XCJ%?eZy@{sgO`D@Xt@>EM~YnuVoHLbOslRcF2zSfKom(6o+++Draxj60+NSfFRjArDjbDnFoC?_cSVNjiV_9sC}WQ_e&4I(zpjdpGP8JNO<4Dt&PKWdJ|R zuG$v+!{Pq|CqmG2*Jpt3?eHJXJG}W=(^sjEuIurq8b@z2%ri|l{S!)6dPAFA>?YpY zL=0iZ9}nlWYg_io%dGcLO{;01bYxn$2Th(w=UB4m78n4V2DrhvWf+aISw-H17ctRRFsesKx+`+rFE!X&8D#XO| zMO5jzle34Fq>b63J`l^ZjE?p8ZopAaj}Nl6(B^lrx<6RRRWqmHR2-bZZ zf6f?)$r8TfWa|FGaYaehA)HPvK%4X82-reG?j~jP^HpOQ6xoQ(h}<_nQgEe0;~`kY zac9KfCMwR@+S(sE!R01U8FtOV4(9{|p)1zw{{qMT&(R0>TMiW15&s>){T+lJp!`FC z5;7OXe=3aMwEuSq?*C~Jrp)`7YTOcc>!RZNGU2(L9NI6`LCAR$sNa2O9NnhCP*^Zv zwcN$5fjM8azlX&kQikm;IxiO7p=u>|@pEI{Mofm~PLfoVr>-ln+N#My(j|6S*Xi8! zQ+t0y;V1BM-t8~TQ&T2QwFvn=y0dPS%35I@gDZu)e+&=@83xCVA&*Up&e@)0fgx#xjR_ z5kLwhhO(rzHf{Wg6cs|ApLvUK9Is8RSHr+MikT&uCu!H*yKyI!`cPe6yW@HwyQxw8 zO;~l6ZB9M(NP)#hT99J|Y{x+<@IY z!#OlxV%x+Zls{E?76pFJaHCvtFXho9u&1$yp+4_jSv5$x|FxmVy@6r8*n^34dPHV1 zs9bah1#bH*EOoU|-}3f;!R>EFeH+~!jSmjug@tLAquHT2+)rQD`R<#eUlymoEP#LI z|Ap95f+}Y#0)oZqRAJP(P8=UH@F;Fhrb1!wnOQDg!z^9REFA`VeyTco`5&1BjU=rI zMw#UbsrfE`cQP>>&@-I$A2P;eCNWX?>miP`Gm9}<{O-`lXks>m9ioTZo^R8UA=iM5 z{#&MHl*}SIB>7tYPdHVcbpe?&XD_x&cIluPTmcR;#P<$a&r8Hj!HN%ld8At;`2sT{ z)JTY9yZU>i8_sj&X~`-=k-U0OXyiP+@$aQG8#0g$U4l6L*(V~^LO|}dX!8dq#vGU5 zCEHu&Z>u!KH}610i)@&!YM+lQy31PR$;G75}mwqjv z9%?Z<9&sG`Vwi-c0rq|(j$<4|W>Mf^Q!hQ(0`cY<$IabL4;MY_w$0&~y09U7tRSCY zc*yGsb-Z4}@=(!{4a_vrz1d{*i7;}_udMvL^pbA8toF3*n&JZ_%1c7{J%gr%WU z-hvE$nyRwNqz2Bj3U*KT=gmP=*e$|i?Z;j2Z#!-;ED2TwRV3_&!9%mj7LY>Pl8E%T zThHiYgEpvcFAF(sLOfCE!>|N+(UX(H|6JFMw|HQPG?r=BI+hio}hhO6<4U^M7X(FM<-*_J7&@>1giOoh-zdi!n<2Sj4cDI`xpCf*3h@LMs9zvGE5_+RW5vo6vL_`AZ}6Y} zo4xSt7^kZg>Io^{ND}HvQlkzbQ$VF(s~pxYb+!N>J1OE_HFOw*d>S`&NI<(sV$>C<_HA*dIkvcn#k)>;$1cThLV4UkJH@9#931220t)4 zwjHZ$_zy{zILPcN5e+}+2x&`mSlWcN2dSRb4q1q&b*S$dgbZ)c-qaYbdCTqXibcJ9 z5a7vLJ^-lCeHoj}0PT%VeeQY%0ainZ$d(;vpZAg389Lq=e&|v%uNnp^oJR3~JXCcJJ zdfB~rF{9apA=3N_ZUP&=%wS<$RjZfQAwj(K51GC3lKeXh{AcMdWH-u_Z^9cQJB@vz z?U{R)^dX)w(>A5Z&x&(qh|f%MT|lAW9!`ma*xu|P6SX}?vFjuYAs!?r6RuH)RQrQ2#b`i*p zbI^BAuzwz=eMa&EFN`K4t{L33N&C#&2#zTRm@_{1h+Ta+9kmhi~im#G;k0-bLD3jSx z-m~1QxXyLrk{5pkc{u$0XxgooDxCgwm|#8D`koW{Z*Bo?$Kog?TlJCFR-%U+L~+GX zZeB&Z)WzfI?Fad0y-ggwFGJ=Ag?c_5t$Xr;*XZa5dGVP}3MUQTJ&knEMLQSt0K?1S z!Q0?p_*4W`JAjnpiEkf0EHjjHsKamvXjdhftt3qwLQ{TyM2#G_grc%R{^8o-EdxQmI^X^eG0vAA8dd%WL` z)>?ov-kY}%+zh)ggnxM_?lZ>4o_)&@u7Zl@B{@k==j>!JE?IJ!6V8*GQGhF6anmzi zipQZdFck%lBTH!Z_LdU1( z8xGj|$pH8i+!r5l@2rgoypon9HFfPTizZ&-njhYB&B(vDAayuA*h{{~s%9Ws`NK1H zAm;e|psJF3HVraRy$j@_4|8)4|M7(RutR)V91C(7x#IiH)sm5#zk?Lz{dYt%Ispb$@MnVb%Au=U5 z*sDk_iOFyxo^Nihg=x>F=+cMtde@g{HyLLbr+9xjpcvWNPt7nHiWKr=<$4Jk!qgVO zD*~Qd>frNgJXvO&8LWT3W!#du5qQBr5(~v6hIsdlx=58hx8mu*-XK5sU;??oY3o`o zsEvt)69P=Z#Z$$F@vgo$#;|PF^|7NGgPE{_>W?y!P1Ced8yy+;gunjol`P$U09-LZ zu1Q76oV96D;?-X<$t^9Il%{HgKmC%SX@TFOJ%Qj1JuXh*oEyX&M%iBG*Z0_*~FdO?_>tSDaRI4<&ELgT(5OFq+kO%tZ)^ zn}4&NfyYoc%ctYK#Z`9;MO8TM`>sYv%Yo?D?IHC*gMCl^jMnpJt)-TAPYc4a{|m6z z@zq=u;<%Z?yEB7>Gt1tNZVWF&JTKlE(>$_E7J{q~=eg-oIJO&6Tij`;PBif&OH^s8=(E|gKbSfJ@>oww%fnwpNX zcfCy4Sn=_!2<4=^beZ$QkXi4gy#nAjb`8Mi!nN{heh;!s4{wa8gw4$!Q-UIBgL{Ng zl*`VmCMsA>&{5zCJNu$^tAHYG-?cah8dit6qa|;?=KtVXgU)aI>KlMB1hPWsZPsI+ z`XhKv)nlGdeYwVjBxN+cf2oyREa8Fw>Q$(`+A?D4!ENg;<%lf&i{w!&3mRbS_`VCq z_yc_O-At&yZ;b7&>xyLUILEA8#ytLLN`l)~PY(W4sVAdnplZwmRbqRwSe1=A{D%^3 zWle;i@UPb9y?nbqu8;uxfbvO?WbPhJkHey`mMM2UD_}~0HvLSF*)Azod|&u0nnkC6 zH0|V1=T3T1S$37A8ugS?}jCRF9tVV63 z*kL}?HY62da&zVPiSB4MK*<$C*IMGj?$gWw z_%`I1bRB3q5h3-E#4j#@uAbJxLXw~A6?NH5Sv4iY8fI=*VOL@+68*5kfjp8ny7-or z9>h!z2=D&&OWU!SY=tUjKT+^k%_Fwx1NWd+4-Jo(H9^yk)p1h(Uhqu9HjUsl`^jo9 zHm2(G;@)-q!+Q8#mnemeb;cR)Y6l^a$lQgGSbCuYdyCJM_KsqptCze@l)ecAHwh|e zFRQbA1DAEg{bkj|#rf{eW!S2@3h~ zL+d;}=6>twp0xSDYWk`@24#?QvSuI*r_PPFd=8Y~7G<`9Zqc=9gc)ZM$RH7cg0l+@ zXU_eF+$=o_fy1dULxlu=IF1pV-2xO<-u$#Eu+$o`-{&i-mGVK`R1qc)J2x^=|y)j7T&cTG~!4GeA~x3=-R^?zN8! z8*4zw>aE(wc%!%K=b0hn`;5_NUNe}o8@#i)bMFZ4*wf)(6>nj5FV!Yt-u+>M%+|UK zGK*FcCbcl#^0VWIJ8#T z^VwHaf!8cY8pgRBJq!mREEGY3TZiurUpdjxARyP6oMH58lkFhmQ8w`4z}n|n14ilB zpw~n-)RfriBvqWgrUVAbk(N9>9RzXRLZo;<0m-NY?z?0;`j>EEKFQ;{etXB=M3h_k zVECC?t|WFEx~>brk4{<5?=j9hq~UvPY6LtCg2uxPvEultM8Z$FB-{mPo7{$A``UAA zzj60Gn}ZJyLXcD_m;7VzK8@7HN3Kf=jmWI}=h;1jSK+F4v|s*WbVl!NlFwNVGXE?` z0lwd}1z0ft+r)8}vfa`E6VrCn9W-Shn0H@!sSkn>l4K}_WJW2`!cj_J)VlOmd%O8f zy_*KLdmZPdd`UO*X8023s_G2k6jdXOk)O1&Et-kJ@U@H$F0dZH5>7jqB#0MHT5Vy`ZNAGvM8ExoZVA)=kaTP&`gcr8*+Zc z<7s5f)|b6)BlMq5YgqGN6CcgJO1@a_OKHE8#nQ9zx?lO?x|^Uw!^|XV=bI^zX#<9! z$=yW;!CB2+?5d?wb48J?f`#!6aAXmoBvn zsH$eo=U=c2p%Prt&AFQmq8gkd{%}*$@nvhQcHfMS4R~_Fq5pmFz)zi3d@*^R%IbYW zC$bhxjk5Z(N%#Ygdx}GyBLZL*2nHgOO5RJ5$=FAzwgUd<>PvsL=NFj$N;?f&dlADD zIe?!EmT~g)L($YS^r8`sp!B>X%4Y-QlRKI@ zs4u=d^z|}jy|QwARDZ~gYv^vQkcx1Tmt>h3=;*fY8aOk`U$O;eJmlkRy9RLodEyxt zk#_50cS$ij`?|YFb!x$)&jn^&$TemxRsHa_$Ho@+*TVC&+@$uO+P@{&)poSsD<&DZ zqvn9Ft!>2FbFtC!>zUy@a?4WSE7nSXsgk3Ew{4k<5L_|eG)!Hagm?i?6fPPbX)<^N zKT@*;`y5)w3Ch9(VMS5)u*~x~IXABF9t4Yi>hb`)o^W)q`2-`!Avzj3e)w4=W~zd% z3*!9~TLLbcs^prsQw?XL4RrvAPb}8P>AEwC8 zo1F5a;|I8f0dydq-rnpqt_fyY1Qq78UdNG7;dubwu_z`#rtU_7s0!8~8@peTS*}T# zHCY1L?n4L}!-}yiW2!xHzN>1X%YBkk3^Qty_G~m#dNofzz&{D8LQbH}H(d}Dn|)2@ z>E*Zlm)*Bwi0pSQ6mMlkK!xYhO_0GlWhg!CPHa!$sBjEyE?c67m(OxwV2pKD$OibI zcI|LKu>eYHY6exYy$*Y=5mxTS%5?)H8NCNd76fVn8}rm>@P*9w30@XduZfX2H;qgY&kZbA+OAH4 z=0EFl!y=17oWgAhE~7gz(QC;<0rdE99}K&`_BQ0b9`!m(7cd^ST_M$O=X4`QD#O;G zA9<&q$UGUj2tj~Vxd3^z^8v=>SNwm=nG!q0IPB%$OU8zd9dQr5&3?Vbl02)tzgi!0 zWgT^ILnMbnPeT=OUdO_WWmOz_pN|O1IS||*m4Y=^Gh`t@xE@5eM&`Z`2YOpO$xN?B z#iAsQ^>E;tYKP!)XCbfs|5Rhf43Y^YAd~%0BQHm424lADo(>UU{;($Dr?UYLhVRf{m7-_ib*^ z1mU0GpM@vY@(iqG&=MCM0|pesP*!*wHz@~?&0iJ)n|n1#^iBPll*#_8evUF z!b2@boIzU8ZTDEH=pZkGO4v!+MI8+o(Os}<{XJlf$iAqzG)klxk(6AX(&%U>Whd#m zOlg`tdRHao2dZ55+=ngf3mt_i6xLQF@ZV zPZZ#27%!ig($9N8i!$^O_D?=pPnM@*-yZTpssrO+HhYwd9o739PL%9Us=U|!QP(k3 zyyt6!rJ)AZ&cR-4e#824dN#Bh?672|htPzO!BNK{tQlm$^qmBAHu8Yy`tA+^7oBse3nD#@~VQE)E(1S&%O|I;qElOL>f$3BDa`sxXfuo=O6xt+k zyjbO|LTC-bp27yH_!C&$;ye=BnF0!Aov4I)zswUP4?`vjwWmbD#OGA4`_nFPCz73IU&~m)FqFQF@{f-EU)DJ;n@w@tA$=!vG zu}YD|hG~P<v1o&jK2Jm_FJP-Q$=S1+M2zrocxog>s@F$XU(yBCi= zC_?7wa9d_pffGC8a#B?u(uJNG-!@v$tq!m3SpC@6S$RlNWlUbSd9mQ!HHKVIUG5)b+>SMWnlX6Y`-dT0H>M`kPvF*NFR}Ia2@$O99UX=rMXsu~DukPd z;qOjRhs=zy!*C%M!6g7!H(W?kf8Dt{M`X(}-ufoHZSOJ=?!nd0N+NdCjZ5 zh?u(6b#F_c5fB{1v~+0AskXz=-YH*WMsq!oCnpy_5?in~4b)ZzxDVtUa^E#mLGe^| zVlfMsM%O-~u336Dyg+^iZW@|LX}vM;X+uJy<}!|q-s$2-L-_N-e#pH$$1H5MRz^#V z$=!GDo75|J11x>-(cXoQC(XOvrfC}Eun|oI2EWDAc^iXsY2k_mZ8cu2vCnHaLGs(g z!4$59hK>7+V>pn{%tLf|i}>Df@x2+g@#`y>_YJ+{Sg6+372y57%jCR+b2(#Z)H#uh zK*ToKxX;4l5)Pz5VbK|jkjKD#9Ym0JfAZSTwL++z$mU10Y0uYJG$I411z4Ieav1e7 z%x({vCT8bh=$F8TtPc^>BWZHh>IG5b!jj*F6^N6ESFjQ)H*!ziVfg0to;Gey)IXL? z5ma(ZSa!N&1M6Rx9a-#Eg*3`nPmK+(W07)|irKp{_A9k=F-G<{RGL69<1M?JJ}=&O zY5tcNQjFn^=t{N9sB7@ks-1VWR#m}&tF<4)aQ5!2C=LxI{-q48I%9=%C-;xt+uw;w zI9(HxU7+m3+**?9XB8%Z4u*cIE73g{AM~DdihK|e0wH_D)6u5ayIUS-vND-y?sVbG zq!=itw~rF{9?T8a3lA?W`MmWGtb@wSQ81GiD3lWk=GHjQ)>8tU8oqljWTw_=jE^lb zI4(Lhv?1DnDq^|zM@%Jc(1A^IosV8;g;n&W;VWx(J|VvNIckj*=WJ(a$$J^}0Y-FK zL)d&ipyavdzTx4db%JKRTy~|dzOZp=%tK4LnM-B_zWcXu`<5?92cu`+wj~e9mkenib9lAC^19MGgbidKZtWa9NL^Z zVeq=fJH2zuek+~HLx~RVS5fu=`icBtz7)&yqJu`Tq$R(x)n+v%jBZlo(RAtK-!Q91n)EKk{kEtP)#kD}<+`vX&#Z#*TMDfB;&%&8Zur z)Mc%5GD@WrU>gGM3)e~j*3zaDs|2V9{}u7`q6fLxQt*VI`?3&!f=hKN0$>V}712>- z$jMPqg!|=c=6L^kZdbIVBf}Xmk`!4lHvAb|-OYl#xN6m?9@HHFt*~LqaS^AAg}f?f+P-n^@DM15dVo5$!o4yGSktTfaGA}LB1*iJ z+Z5n(zulvXSLtrNYnG{hgKBiISeS>rk-iDCtd$!}jG!7B>3>f=3 znhi`*va5}PeWYAHSGUF*`buwDz^df4sYBe<=3_^mp1myqkQ(;@Cn_zn^#?;1wd)<% ztJ~DkZ$^sT1HLdy5)Z74Zq|U+zf-`@ez9KaddsbtWY^>N&+m!F2;LJE5Hy}r8#PvB zA5wRM9m%5a*n{j!3$@0CD9lWiuygSXxdXg?fWJ3WUvw%6LpDGC4e7xyY{l!g*`xL< za}3##5cVfvLX+P{=W5{gvi~;;bWEVVoT5d;_BU|I?PKB!xSPV(w6QM1Dx;|ml`B4!g;@4xwg#Lx;7?I5(}DEMblJtl6wH_8?j z?J^o0o49}VI1z+~TDX~su}_qwGNK@wct7LjLA;$*XYY^i!~YCsDK}F=forw#R1Hfj zK|i+tj8vsyD9uj3^|vqwm_q0xw}@FJDg~!Rk4;=Q1*#RGzfabv&;Olb6Hvq+>cG)U z9g#o>nC|)aqcjM+luVe`^O?6OVIt;DyYo~Z`+hfH`+z%|C2+f)tHK({7kM?3Wd`0|K$3pMy3kRbpu&QJN?MUocKAAYTl0obfO4ih zPgXG)`jbn2kVF6(E49vaf?GH9-8kkv04YE_GVZU zEuCxE0@Iq)4HBu|rAtn#X~s<=Y4*mk&&q#9@mo!v@rMlGCji6c#!OAzcUmVqy4>>GK;+wcsho2NAp+R zFa*J}cs3*SRz1ar7=71vbF;$@m)9AYi34_%$M?0bI5Fp2?*xZ;E#aqe*k6>-HId=r zajV)=_PQ5+5CQ=-kaHf+!NI)G(5ZhT){=dK?jhN}$M7n(cDJyR5klLaIJ!kQ_#%O0 z$I{N)FEU#8%aQ_J-tX@N(gW(E1-@Z<(>8id77l3Ea4{|5x`euD?vT5pqIPo;0i29= zsHu$(ne~n{?U9A4VwZS#u9t3ja+z+-$0w*8%nlby0D z7pn38Bf^#qIxps_yvbr(WpGiPEbbiS6yipRBWWXNS1Xxvt)i$n^{?0A6!fkfD9Q+? z+tAQ-4$d{CM+J_IwEnE(mbC9gMP%`Pqp-gvSky7+IR<|Cd*8k$8G_vSgj(Y&Z_Nt9(6a2kB@p^_eIy5;nsY*Zf~8rQ%2_x z9z&Gy;B4c-1HmB)c%50X#MEJ7qIXu4qA^O(2Y8Fe*nH-&nbY+*n2(#^X@clTmhD1e zRk;JtS~Z}np)hW%l1~IMy@awQH(DrhTz-tQjhz6ITFm@aizmISfXz5>L-Ma)R)?4O zjRFV8UDkqFuN;&#G_!#4<~jcKjO$-+s5jE^k}z^e+3_M2xmu71D9kNOn&FE9fYu-~Bk%K5(AZ-F9a>S)T8 zsR4NY2|LE1Z3)$9dB+EdXPz*$yfJi_w=tlXX5gogJ#z1W7NibEIQ;X3aau;i2gL{N zxJ+BgTN4|%AR^izU17DM(6Nfu1KR818B^v}6hx`t_11#Y_MK1DLj?Fe_{%-9D~om( z5+#YmqAKz3(Y%L}5x>1_#VGKiYh}IsR0Krk;6MZ$3dW0|YS7DgkSb+kkoy|{0t*F+ zak@VyDD+o!f~7;K0n_UH7kQdRZmHwB>6k*p8t#Xc-rL*ht!E4xnl=GiU%KtLS>-oMkmcZ}Rc>dd^si5mU;9k!>QUXoqGGeJ+CX{T$o18H%-)`|t z1-F|b1vqQSpDvtckKV_L`80uACo(B!1l7`Xw%E4e{eBRG(<0D$xywljw23jmq4S6T z^m^J+cHFnJXylBLQji@N^kcY?js%P}M@~hIs!Jv{VX3)pgbXPZ1|-K8n4bi`8$Kf! zBco^XJR9UGWD1%Yoqsw1G3d6RsJVYLy|R1Rzp4g%0_lmiia zQ}IfX17Xnj$pAW)&%?9yC@z_NGE;uq@HdbaJu5sfvdSTT{EmV)o|~AB;bJ~vzRyC0 z2KR?IrI48%Z$a3bA6*z!1Z07|mV@Keuo?Pz$(W-#;S}flj1994t2BS(unjjdl-n)5 zYODeKI0`~MvJa>^IPTbQj9kD79JTzP!C-RFqk1%;PTAt2Sd%0IL=&5K3TJPCfbMk_ zr9nIlt?V<=-td4kDzF`xDBsZnZ1>75BtHC9T*BqhcFFzIoot-pbdXkJXNb>|`}KN? znl>D#!Zrh0uBWlV%k1rA5v*MZafF}(1W@e0ZiC*7w=uGQ#oV@#$pP>#wtTd)P;$a{ z|F$_^C^xp6$ORE|5vwGo#GH0@IYuW{DR-gNJ(srDvf3z|4#Dt{eSU`F@wKG-7Kt`t zrJL?3H-?+)v(oH0Cs^5PaKRq8rEL(06yxRQnA&oE5Hi1L55G&0ih zLzPM!RqndH7F0wEg9CCu&uM8Z7I$}hU)x7eVFeBzCsn7T)Hk>|K-`}Y3eB;sFDkl zm8C2VeAr#f(coyw-!!JX`kk=;`wIjaIWy)h3kip{{WUZrWfX8fTg5xS>4%dlX`cgk z4XXqdD%Q}uGkWfCQ)!!Sg-gwJ1kokKQoNPBb)WL)rZFT^IW`%5$K6<_NMRX0L!}mf zx?Q~0J>YzMAEwWTZv(C+-U0XVE{knt)WGT4(rT&sG(`DRDnEThV@jaS{WKWu?)hWW zy%sdq_@w*GaG%4^1{#E&7%3UOD+!KZU=w2e2~OWpDdvAjRp3QBqW5 zZb5n&h89lcUu!XFWkP(-Na8U5k3CT-4$+1r;TYqBGu+H8rAijw4~^hNaQfPsNK*P3 zq9mMWW22bvclZtb;^Ln6$u+#WjCy)9e*G6%aq25mDJx)gA&@2=q2>#sX55!P?rqp6 z0eb?AXjtBjtu3RD#Y}D$B zo5G?M@gP7rFFIuMnM2p#8V~|1;}@+@Yr{1MXZeq4IJVW~-rHZAn}}oSL%QYZUK4g* z+@W5U_P3rD-m5jZ5LcS7t_sVUDi#ZW3i_yK_bqVK$IXg8QKsNIDskHhOX)9ARtH9c zLzNQs*uo_7X9Hz4={|P+<%idiXf1#TvnY6r$qnBGuT(;!ui)gA$)|Qvqox)0(E@T^ zQaXEJHpF>Ymb~VoO*8u)gTp3eS*WjmKR;ZJeKN_8$i3tC*#IZ(BhGIiwxkJM|j@2#pd8|2fbyMds4*^-S zFJeF~P;(3$-;(C;zS9(NNeU? zS#p}-FpI(KbKYoz$XYE{Kg7h>5z>5Or(l535YlB|MpF;ZvgaL1$V?5);~zPse^`%< z30wVhXQY(90(|Upc90IgrG2%t!HQOJ{BU$HSijTlaCeE0=qUyVV=&TwN$?NQ!|F$x zJAnzXFpY~pb;fde(aueSjb z_r$Fre0^To?6u-ftSCc-w`u%Y8D41{3|^0&`7lmm`;aHd;$lZ815$zat%#0^7QRG_ zYEq#Ki(IIk6I%lFRn6;1|6G`3H77|>c7@jgq;sB9CNIB8w*#}rfF|8=^?ny@7ax}jEH{@xC#q!DmWcdLptnl$=>iHrHQ=qhRRA6Q# ztkazbb%vwbvSy0D5_vt_S08hF;_CPZs+bbZL{D1M3R$vaZECNz>5D0AL-W1ja`X^8 zYV=|W%upp<)1gKHeb4k@Nh3c;kEBj1U6)JIycuz6?yJJh7ieP=CBlCi-&2zjL6B0T z`an1_7`s0lb}RX=Vri)XuKpkpj37TojA7XS;~t`>Ui5*;1FTV%er~4Pz&1~0{^uE;Jmbx}l zcopzqVi3>o@c5b4|1=S2k7))e)j&%WOrJFBeswUm1Uo?7WErqEOno=c+&A0MN}15X zNv512NfI9p4G52fX$zUzW{>sjzrA`3Qt&-mQlh1jDs!XlEomH)x)CPg4( zMOTpj#C+#4p3K7`wf~u!*~wLH*4Tn>QFxNJfE{*X^LY61^XgwGEX}J~wpW#1pdC(K zfv{2t%0plkj7Av(PEm;tS{~Z8B$lo?E~HvmJA#`U1fbfC`MOLc%pcDPIU5;Fca0G7 z8av?Nfej(0Y$D&l4kZ&=@z)P==y^{2eP*mnb+uDfmSn+x=0$zvv0&fPSt}_O*q4xj z+0}y47EaYNFvy*DOQwgdZe;@%C72N0cw*?0w$1h9)BaB#B$&ByclY-r@A6(L0QsZY z(a2{IxW2X5<=o`snEA=(NN)P_-sD*|QbeIURM^SPHJdSU00Y!hveQnyK{hw(h&|QAm-Z zYZ)nGaiUM8cMs0=l95qGe-owS@F2lK)(_UfwgXw+k)y!lT7`*-^Bv12vC&{~s7#4> zNUG&XO--WXiejo};&4DJ&PnE=O5~c1qY7RCtcP(@0YxqIgpf z!BlaxBK-3*Bg7#$2|($j9I=dE+5i;S5P9u<7tlvh-9(?`g}UCnTz29<0Xu^(Apo4r z4)_y_D*_T<9HBNeoCK~95Wpy8!K&SANBgS9X*+|Y$HSRFbD6JNa82ANIg*EiE(Hj+ z!z409GRX_BRTotj#N&+z{WwuC5a3OT>=@ov=ZfBopGRo`VW|?E=+}bt;be)2pvQG} zQ4Ne5mP!&_1aXCs!P^;D1;<2?K--|}6S4q}^Uo;eB*eyqsBI$URkT`$ZTw4=rO2(y zJ8kfX9DW+iBxjmt4`z8A9 z{7(dNU4ZBKZs7ql!)|4%0>r}L-NDt3V|RvWWw1*ls~>9a5CseajRd9}TF+$d-LuPf z=(I<=T$HE-N5gi3ncY5JYsoWoXR&`wFq(j5?$$9FlQ{PN!DMVS)cLwF!;NO_zcXq5 zmddWWy`(!UO{v8C zmF*!)qw8D+M|DO_T`P^9_;gpTmb5Ic633WcWqbkhhW)%|@gI!yWSi}zjV<_&I<<4_ z@4y$Rzjr1c&ImTswjUs)I*P3rH6YZ`HXS3%#^K?*E(gjeH9#+GJJO1G^CI zBv>h!M@2J};&qMDMrp?d`KOd*ad2ac@xLb`t~8bHw5H1y3KoDu8O7Y39jCQx_sVl5 z=|XIZd3*{NV_8N;HON=#o4+9jTaqeR5s~Q+s~%kJKY%oCEye58Jtzm9U9%n5 z&NK5P5cBVgXynWIc11O^C{-ev&vfS^s_zMr-BMM*WXo%4n)m|F>d#b^-v4jtyLmk1m@VKkqeJCRMH0#mkHX4131wngQyp*3W;E`f+mD7DYT znG+O4FGm0elWEQgLPEqa@*|pj3Qa(i4;!X{+|dd%cY0N%XES$e4g)3M@wlbdC0zE0 zsr4RO^xLUt*VOW6pU#CEX=Rsvh~LBJq8^V~b=R2sYvbapFj+0T-NrC2ORSSUoR{^Q z99#1$YQG+BCEsOv>lPfO^7G0Zs}6!)!`V5xa63RupdY2rvzs^j*UI+&6$l6wD~Gns zOW;i|=9{Hv!N(($4!&Hub24krL=-FVo;cU^#{TU5LZv>90eSbv#FK-wuT_Nh zeG34P-IUZYtK?EEP4OZr4m;9Pp5rn0O=2$jkW_zKm0Ew}L$ul<6oEm~L7R0Aqp&F= zF&)M_kOYez7>+RnkP?Z7Iri}kJ9DxIQL-+U$0N{5J6DkSx=Zf93{u;^NX~Kn+*QaVOa65ly4w>mT*d9jQzsloko5Bi(5^ z_LO{+{YdJ6XRj-$$2%K#z&>SlJbN@u26iqH4A#ch>SyV8w(roE{i8B&&k!&o%5SmS zAnRU3wBzp{Idp##1MU_+B%$+*mnNNF;*Mu4#HF}L!8cVBdwaxD4wy%cY+%FT!vJ_n z9?pNftp;4*e=6?)EvqF(_OK2sqHVZThFx&mp>AGJc8JDjR(w8M(|jT{5?6e2aSW5}%Q-X9hYPM*!7dpKKsDfztVlLkky zW%m{!C&6N+ac0139Ga^PTss378UW}uxOKB@#`3k6Y}SRRnivb7oi@GmkNaAbT$>_N zP0;2ZK{FFW92i$MgfC7w#Gi#k6;kFO^s_72c>CJEE}|IOUuKoO^q+}CD?Pd7QRs?v z?m1zJ=Q~BdQL+VMB{wT!fUNc4pEe4z44=yETJ=$KlAY53(wubs%jpf~Z~=*|o%5aH z40}&EVIC-e$kH3y$=$VQ`fjKl^c#`R=sORz+CAdWb>XJHw>yUg-_LqTjji3SmFK0* z8zu-FsEXTK;=C0x!J-7Toco!)u+o#=7fH(l;tsme4m2%f0s5Rp$L?`ZmZcRiw?MIO zS}tsWwp>Y%IYf*l(VE+rC*a?sJIcy7wT?|!`^$CwzMk)TK;H zt=uI7nO%){hEsW(f~eBu7ylVoHg%@O2nh9gpU~8E!WJO$=0Jjo)P*!Sg%PZGWy6@?DZ>N^~p!R64X?70I<3 z!Fc|wmJF8o*7_9FmjDyuB)OR2A;x~m808Z0gsj9nl?s(0i&nSyPY<8Z8;B5x?rv@Z z`;kKUR+O65YiyTj6CXXu8{f4Xsu=L4Vp z79FJo{;AOd!BhUp!)NagFDC>0Of?c0rLJNolU)4(4P%ggZ3&30|qHQbj<6Uy_+fZO1jb%6Kmue@) zk)P2N3Nh^%A&=h9xG>GC)I&TsTK6-tUOl0|kiC1Q2Ef4OPE*lwK2%rQpV6o}%~i&53xo4`}}-8w4K-$WRS$P}KRrmEl%fsJ1(o@tuzMQb8~F7_Y3D&vwju`CXD~ z+xbf<%87DdFjzH-ULfeQ+U4$e@A>@ocHnuJSpP5!&%ak8YUC7((c5}72@3)`&X(op zr-FPs8la`x6`?8Qr<~OSW9BO>(Cnhf|I_Kv|I;Lh{dbj(8At7fymVt-xYy$AiJ}*Q zm)vG=`q`h1rK4U^KZ(D7ZJtkOFLK59x`M`OA_DxH3tNb+y}P%by~4yx;8AN{Q;8P_ zN)0Uxny|f~Cg`3B=vrUNV&PXYX>ZcNN5W-TO^t^kluZ8%X(JvkmN)6hTPv;!b3wnx zB!bTJ>vXw1CZyVwv8B!l9=zHfp@U1c2QIIP6umnHuP4Q?yy9yvafde3kPk>2x3Ig+ zm}wpH*3s}U5Gn8(_y7KM3T8nVg;}_m*jPAB84a0CIaoQEOwAaLnK+q^IoQ}Z4UL#g z4f%QhzZpEEhHiF*Uc?YH?BCjXCuF5LMYF$e+BD*O>rVdrZ zZ~)=wNjDtIB59~7v7KP{)kw$7!N}J>4+X_hc(@5Of4njl5VLuQ`EnQgatB;~2Yzyg z*KU{JZZ9A*Sj(GcOv>y7d4s)y?{H`99rXE&A(|=((l1(!XIogPB(GZT^ z7>wNr714mB*_h(7(r0to8=>5%OB<=uCs!w~>>XGwq2`xcHKh8vSv92QOLZodHK=7B zZ48Q`)|k7o1mDRSgfZDE!P5~aQ;~1iLV&m09b37X;PmD?`&~~_Tg{<*HM_`D@x*ji z^mLTfu3~vb^>tv(*8Cqk!udPGVrcuHlf97@th0-ulZ%IwsTnL26DJ1?7c3c>n1VR$ F{{Z%U6h{C6