From 67d3b786e436bc26bc1f06296b5d4e7ae7fe05d6 Mon Sep 17 00:00:00 2001 From: Stefan Dresselhaus Date: Mon, 2 Oct 2017 21:56:06 +0200 Subject: [PATCH] moar pages .... --- arbeit/bibma.bib | 12 ++++ arbeit/files/erklaerung.aux | 6 +- arbeit/ma.md | 119 +++++++++++++++++++++++++++++++-- arbeit/ma.pdf | Bin 236795 -> 253003 bytes arbeit/ma.tex | 124 +++++++++++++++++++++++++++++++++-- arbeit/settings/commands.tex | 114 ++++++++++++++++---------------- arbeit/settings/packages.tex | 2 +- arbeit/template.tex | 1 + 8 files changed, 304 insertions(+), 74 deletions(-) diff --git a/arbeit/bibma.bib b/arbeit/bibma.bib index e54b214..386d802 100644 --- a/arbeit/bibma.bib +++ b/arbeit/bibma.bib @@ -75,3 +75,15 @@ organization={Springer}, url={https://www.lri.fr/~hansen/proceedings/2014/PPSN/papers/8672/86720465.pdf} } +@article{gaussNewton, +author = {Donald W. Marquardt}, +title = {An Algorithm for Least-Squares Estimation of Nonlinear Parameters}, +journal = {Journal of the Society for Industrial and Applied Mathematics}, +volume = {11}, +number = {2}, +pages = {431-441}, +year = {1963}, +doi = {10.1137/0111030}, +URL = {https://doi.org/10.1137/0111030}, +eprint = {https://doi.org/10.1137/0111030} +} diff --git a/arbeit/files/erklaerung.aux b/arbeit/files/erklaerung.aux index 8940204..c257395 100644 --- a/arbeit/files/erklaerung.aux +++ b/arbeit/files/erklaerung.aux @@ -22,15 +22,15 @@ \setcounter{ContinuedFloat}{0} \setcounter{float@type}{16} \setcounter{lstnumber}{1} -\setcounter{NAT@ctr}{8} +\setcounter{NAT@ctr}{9} \setcounter{AM@survey}{0} \setcounter{r@tfl@t}{0} \setcounter{subfigure}{0} \setcounter{subtable}{0} -\setcounter{@todonotes@numberoftodonotes}{2} +\setcounter{@todonotes@numberoftodonotes}{4} \setcounter{Item}{0} \setcounter{Hfootnote}{2} -\setcounter{bookmark@seq@number}{19} +\setcounter{bookmark@seq@number}{21} \setcounter{algorithm}{0} \setcounter{ALC@unique}{0} \setcounter{ALC@line}{0} diff --git a/arbeit/ma.md b/arbeit/ma.md index a3d40c7..6c90176 100644 --- a/arbeit/ma.md +++ b/arbeit/ma.md @@ -1,5 +1,5 @@ --- -fontsize: 11pt +fontsize: 12pt --- \chapter*{How to read this Thesis} @@ -36,6 +36,7 @@ We will replicate the same setup on the same meshes but use \acf{FFD} instead of work as a predictor given the different deformation scheme. ## What is \acf{FFD}? +\label{sec:intro:ffd} First of all we have to establish how a \ac{FFD} works and why this is a good tool for deforming meshes in the first place. For simplicity we only summarize @@ -114,11 +115,11 @@ mesh albeit the downsides. ## What is evolutional optimization? - +\change[inline]{Write this section} ## Advantages of evolutional algorithms -\improvement[inline]{Needs citations} +\change[inline]{Needs citations} The main advantage of evolutional algorithms is the ability to find optima of general functions just with the help of a given error-function (or fitness-function in this domain). This avoids the general pitfalls of @@ -197,12 +198,116 @@ $\|\vec{G}\|_F = 1$, whereby $\|\cdot\|_F$ denotes the Frobenius-Norm. # Implementation of \acf{FFD} -## Was ist FFD? +As general B-Splines have a free parameters $d$ and $\tau$. + +As we usually work with regular grids in our \ac{FFD} we define $\tau$ +statically as +$$\tau_i = \nicefrac{i}{n}$$ +whereby $n$ is the number of control-points in that direction. + +$d$ defines the *degree* of the B-Spline-Function (the number of times this +function is differentiable) and for our purposes we fix $d$ to $3$, but give the +formulas for the general case so it can be adapted quite freely. + + +## Adaption of \ac{FFD} + +As we have established in Chapter \ref{sec:intro:ffd} we can define an +\ac{FFD}-displacement as +\begin{equation} +\Delta_x(u) = \sum_i N_{i,d,\tau_i}(u) \Delta_x c_i +\end{equation} + +Note that we only sum up the $\Delta$-displacements in the control points $c_i$ to get +the change in position of the point we are interested in. + +In this way every deformed vertex is defined by +$$ +\textrm{Deform}(v_x) = v_x + \Delta_x(u) +$$ +with $u \in [0..1[$ being the variable that connects the high-detailed +vertex-mesh to the low-detailed control-grid. To actually calculate the new +position of the vertex we first have to calculate the $u$-value for each +vertex. This is achieved by finding out the parametrization of $v$ in terms of +$c_i$ +$$ +v_x = \sum_i N_{i,d,\tau_i}(u) c_i +$$ + +As the B-Spline-functions are smooth and convex we just derive by $u$ yielding + +\begin{eqnarray*} +& \frac{\partial}{\partial u} & v_x - \sum_i N_{i,d,\tau_i}(u) c_i \\ +& = & v_x - \sum_i \left( \frac{d}{\tau_{i+d} - \tau_i} N_{i,d-1,\tau}(u) - \frac{d}{\tau_{i+d+1} - \tau_{i+1}} N_{i+1,d-1,\tau}(u) \right) c_i +\end{eqnarray*} + +and do a gradient-descend to approximate the value of $u$ up to an $\epsilon$ of $0.0001$. + +For this we use the Gauss-Newton algorithm\cite{gaussNewton} as the solution to +this problem may not be deterministic, because we usually have way more vertices +than control points ($\#v \gg \#c$). + +## Adaption of \ac{FFD} for a 3D-Mesh \label{3dffd} -- Definition -- Wieso Newton-Optimierung? - - Was folgt daraus? +This is a straightforward extension of the 1D-method presented in the last +chapter. But this time things get a bit more complicated. As we have a +3-dimensional grid we may have a different amount of control-points in each +direction. + +Given $n,m,o$ control points in $x,y,z$-direction each Point on the curve is +defined by +$$V(u,v,w) = \sum_{i=0}^{n-d-2} \sum_{j=0}^{m-d-2} \sum_{k=0}^{o-d-2} N_{i,d,\tau_i}(u) N_{j,d,\tau_j}(v) N_{k,d,\tau_k}(w) \cdot C_{ijk}.$$ + +In this case we have three different B-Splines (one for each dimension) and also +3 variables $u,v,w$ for each vertex we want to approximate. + +Given a target vertex $\vec{p}^*$ and an initial guess $\vec{p}=V(u,v,w)$ +we define the error-function for the gradient-descent as: + +$$Err(u,v,w,\vec{p}^{*}) = \vec{p}^{*} - V(u,v,w)$$ + +And the partial version for just one direction as + +$$Err_x(u,v,w,\vec{p}^{*}) = p^{*}_x - \sum_{i=0}^{n-d-2} \sum_{j=0}^{m-d-2} \sum_{k=0}^{o-d-2} {C_{ijk}}_x N_{i,d,\tau_i}(u) N_{j,d,\tau_j}(v) N_{k,d,\tau_k}(w) $$ + +To solve this we derive partially, like before: + +$$ +\begin{array}{rl} + \displaystyle \frac{\partial Err_x}{\partial u} & p^{*}_x - \displaystyle \sum_{i=0}^{n-d-2} \sum_{j=0}^{m-d-2} \sum_{k=0}^{o-d-2} {C_{ijk}}_x N_{i,d,\tau_i}(u) N_{j,d,\tau_j}(v) N_{k,d,\tau_k}(w) \\ + = & \displaystyle - \sum_{i=0}^{n-d-2} \sum_{j=0}^{m-d-2} \sum_{k=0}^{o-d-2} {C_{ijk}}_x N'_i(u) N_{j,d,\tau_j}(v) N_{k,d,\tau_k}(w) +\end{array} +$$ + +The other partial derivatives follow the same pattern yielding the Jacobian: + +$$ +J(Err(u,v,w)) = +\left( +\begin{array}{ccc} +\frac{\partial Err_x}{\partial u} & \frac{\partial Err_x}{\partial v} & \frac{\partial Err_x}{\partial w} \\ +\frac{\partial Err_y}{\partial u} & \frac{\partial Err_y}{\partial v} & \frac{\partial Err_y}{\partial w} \\ +\frac{\partial Err_z}{\partial u} & \frac{\partial Err_z}{\partial v} & \frac{\partial Err_z}{\partial w} +\end{array} +\right) +$$ + +\unsure[inline]{Should I add an informal complete derivative?\newline +Like leaving out Sums & $i,j,k$-Indices to make obvious what derivative belongs +where in what case?} + +With the Gauss-Newton algorithm we iterate the formula +$$J(Err(u,v,w)) \cdot \Delta \left( \begin{array}{c} u \\ v \\ w \end{array} \right) = -Err(u,v,w)$$ +and use Cramers rule for inverting the small Jacobian and solving this system of +linear equations. + + +## Parametrisierung sinnvoll? + +- Nachteile von Parametrisierung + - Deformation ist um einen Kontrollpunkt viel direkter zu steuern. + - => DM-FFD? ## Test Scenario: 1D Function Approximation diff --git a/arbeit/ma.pdf b/arbeit/ma.pdf index 6d23dbd0a755ead39776570217cdee91ae63e7cd..499ccd1e78df456dde7becd36f95d9c87f0f74ca 100644 GIT binary patch delta 183733 zcmce-Q;;q|vn|;6ZriqP+qP|6U%Pv^ZQI^$+qP}nJ^wv(@5GInGmkS7^^gx0Q5jK{ zxmK;r{A`DxY(qdIQxp}aW1?q+A)8woUW4IcPC!Bd=159-rUrzn%Ee_dB6go@yg?~D z@%{9*wO*N{R4i0(()v_-8$xTvL&*nLXa0P|G94AgG*1}e+U#U;IE(-py@3`ADS<=( zO;%3El6u&_T8*|Y%^)&~sQu+8G-t9#^&%0`oHjg)A|HV5>2!VZqT&LER)wXP>=^EV zR+G)UEX8>s(F9bVPO^Sw_~$T5#B?E?|NTf^x-A=uI~WB4-%q>{4PJyaEKh{~8(Kiv zH|gVvzy;g*5&xWGHxO}2TCYR!*?1RTrdXeE*-F3M(pfzYyNdKTUWwR?lv9j?w@9MO zFozANv+5@ViO}1Dc-*U2NqdYoSzEUK*tebQ0Z&SH4%^y=O! zkZoPJfw(#OVwSS23X}*F27mAAcp(5jXoN+5G=|^?=*ktu2GLeMGBdIHbjOtqPsc8Z zPnZw6mjTQs?bT9W81u+h?Yvc`l@1`$;2LN=kLut}hB)7ZQC7?sN!8i2j_MpnAp7EH z$DKDQ0B-!2ZMX8pbX@h6($@C}P+f&bf~klLkV_T!VGIwvscG01~qsChQ5 zKj|4DU!8aYvTR;4mV5BM@SA$FHBa33slP@%7@z;uJ}lJC)TG`u-C=N}5D3DU*_*n! zI-42U{SV8**cyh3ktvC38wG@gDT(Nn6_!Ls2AqUMgpWl6Tqq_sR5*NqZ_7p z=xTIwPKwD?E? zxK7t|$YMkdyM3f-3xVY&02p>yG1LTcm7}S- zOru@~`*Qj^%3fsvhRhOhB!ogtSRevZ>?>i>`_qFE-v=Ty%KmdRYMgx@ns79;MU~YG zTEF=I?EAA40-4lb#Y6(nC>Vr%Axl36=s-?TWWAI(pK0ge#)+laSsm{LrY~iG#Fxvg z@FD)5d#c*ZI^0_$g8Qo|h$P;JB)Ja;ES4Ba9XUukqn2&K6POGNJY~;C1z|jjf$B6; z$+Y(#z~mlx$oov_nzU}7c}cpHG062Qh3R~?u(AZ6C7=?_*r15gUO-lnLy$rPNN>o) zP`Y^^(mk)X9<5Nukm`7lFhfbXOjYPf2d;tIy7ye_G3)5hk}uZn7<+7AU;4GzP5`DT z46XN)1~WeStX^vf)02wZ3(6hcHu%#!lk0?#_u#G?lR+_F-I4jv$iVjCf#xowQ)F!#P^p{=<83hk zdNacz16m)RQ_OJ1eN}Ge(WPA`6?ohDR;E6(qFUmXiHa_PlVD9ZG`QDrfYj}|F*0p| z%XC;{w8DvbCe*5^ZoY=ygI zMI@qxU89*2^fccuNb^ODr*1!dw zw3@2`+{xJZV7kj+sWA9&{yT4jT7@PuJ{~f*a8@yaPUN}A7o4gIK+#$0=sLqhpDUNk zs(wy7Q3k7*mfSK9R8;GQt{}JMAXUvS2}vz;kRgpR(bYBdY!i-lwNL(8u+TME-l7TW zqYC!*6M67S3Fr3!vv>r4tCoIADlYtXL=(E3PxmCIv%&T+uf>*3(}$0G--!6^clzJC zxJVc&i`X#JfzYrB>nl80CY(R$zAk**e-pcGT>sD5W##%W#5zvxcm5Azh28Ro#vTL| zro@NDn&NsaSW(ywJSCn3^9-$^f`Vr|?e+{HQbe#m6QvCe8bL~ZeLmKx14V4WB1%f7 zuS75rDqA*hdG_)ZmKS3GA;R2spIui=whUCaB;faA90QN@?q}(L9OB6ehZBMlbsAA} zc6hWNAa)ze0&ErN@OH+Y{{3ZnznYidxX>qsJjclP7pQhQ{QZXF`Lohxn1e?Lt%0O0 zj8dX{8} zmQ_hZzc0KCOjRbOBB=9vSk3R%#!GgDs&mHs%b_b2lX-5V=ee4bAE=P69kh42ey57-x) zNV!vTfqxCNUcc%7eN@xRa_`RY2M*-~kJS#`);!^i7oe3uhsl0J+^-l7Z?wgL!65@936*?V*YYL4&VP zyr{)XGQCU#QuoNUeY@Kx4hYsqu`UYeZaQs4;2FP}SN`1dB7^}+6~u$QvT_D%Lie?Y zD3`Z}JC#4tee$;1&21`CCf>yz zcov7E#p)?;q;x6}lOs4gcB>Yee?m82tX{-;m@lUuLIkx|n2hFo%2(+BRZNa3 z0~h~LUb=yJPUf7yjHtpBG@1Bj!=xKC#S0O^zmRT()Sa=x?`e96 z#E8AoPURJ`WG8g7SLJ@t36nBZdt5J3^KqU44ocW+X{qa8I;c`9@TnmxJ~$8%ASZB6 zubS0gVj-@;3ihEiokP}7I+pzXqA)ME8<8M!KNXVJUcPc*U;O!;14+iNLT~NbnlyyR zXa)$A&K22g{f`{>u*3Q?0@7m!pD?lgAyP1DPKXe_d8HJH+)<)~W4q~~<;i5J_-v*C zjKW@e9Fv6$IaUUQANHNk!N}@5iB2qOc>;98p9Q$mwff~R#KkQk*@?ZC(}YqIMRg)q zSBY!CQ!4G(kip2O$2}{0Do3-d_+rHqnIpww4IFqW7iS<`R4u#sy}9xv3C zq|(eqi<-Va`Tn!0`)G_5w)}*&8i;No*0RR%b$1v8b)sI>y`0jo@ycOPqtcF8VW=(j z574&T-vgc`p7+|lOOKz}*(y+do7TJg>pM8ly5{ExV8;{sxYTmM{l$_P!C*Gqunc5; zi2f_g@Sw}0DMUHsoZ^)GrTTiUoL;;RpS8orc2H;n#py!s#AQ(JJl?1~KaqEFESSBuqg0lLol zZ@S`qBEQY*LeA^rykI>i%?>ZW?vUxWHFFox9tV^;5RCk`a=lIMezu{WuY5Fa8$Ym zWv>CX=i#~7P_hTz8m*rnQO_!9Jc}H=m#+~asABC4bvlb^V0>;d>?%DAz!yTOR3-o8 zs84!x#vcY%IH&FdPvs1)hOBu( z@NU$@w1OI5!$9@S#t=kQ+7BG3-R!b-rrdIOp^PIdY5~)evm_TwjkS}iXNCQa4vl@u zQc%*p1Zn(t>(~dgMaM`YTj%}(NACM8oTkdPn7LQ2w@Cz-fg(~I1~615?Q4lR>@Vyb z=ODe`hgfdBq)WD`*41wiYEyVJw20`s<5G06h*rf&^$sHp8f2E?pVMC&QR0qG4f9*H z4VGR6JL4hHNLS3S4-ji(C9jxrJ?Qe8#&nwkrXS}Zw+Z)^X>Cl<4byyWn>S=s2UEu9`YV5?;3oq@ptt6tMMq1 zzSw`$Y*E(DGgYKY%w1sz-Q9{@(xu=zkZ ztgfIM)A5C}#*s*^{@ON{7{cHpyZi1jX@YaI;i=i1sG}w^LSr8goy@DjtbSLIS$I%) zAxXB`>)7sd0v_jwt;99{Vd5JqSN=4mk+;C9DCX5Q_h{8B?;XRcgTH~Gk4%+nSSMn+ zysTjmqvN}FF|P7tVfNrcIlb5>S4N@@dofU|W+*>`iS%k?xAXvAo%2%-Vno7WxS>9+ zycYVc$K99nFHIvkz$1Ak;*h&A+4sf((;AwK$CNn_0facV>aEV+=JMcB#AT%#u{P#{ zjG>SHfM%ix%>E_8G@QpHP85IGQV}bbOn<0-+yG^-(^%{o|=2hWDSDO z7%-beXazwT+6BuX)ZnAF`|ct))^uWO`&}vLygIxI;1b6vs6la0~9Q^Sfn`Y#SlFC%=dDe$fS{@aL>fHgUs^0SgUX9W zPK#p^TOQi=gWrmRNGi#78amOuOAH%I3mD8hGY9MP%+0+76ZR|Bg#p7V{jPXOmTtup+;vzsPvNDhR~}m z7QdNv%CrJpgtMHJ5AluEm7gC!Ck{PhFXBmZ7~BXqoj`dWX!Aj?zE^?>&-ReIJ5>F5p6r1ENKq zbw83AOpG(OpA~aNykiM?*f<3By1WbYg<|oA#~!4BdD~+S4M7kzc5FaBE(6k)?MrA5 zVWkdqS zIrK^u4DDB-3Iqj0=f+$y9b>sOKWhreBeE!9Jp_~y!MTp;wD$wXfH|}xqRq{L)`pC9 zVVRpE0z^|+F$3)4Ie@3k`=JJc(Tp7Nj52|RvY&x4c0j5|FyjflAod7x_M+#myVCc@ zy!*{VyxK#orRrjhuJ~z?qW68DnSunjm7~@0%d< zFoAiQIFe-UhovJrIbsh-d$KYzTVYt#=_|PjFDqsLyudC*6 zTrUp$H*GhURp#5RRW0WnQ3%b}7_e)6zeZQ518be;|4Ne{&6Qs5Uhy(SxHo7au(&np zKW|FAORQv50Lm$TJ(YC(!}$btm+vPi>pC$cKdk_r6@}Eh8@2B8SSLLSXGDNOU(j|?Z_x=XCZ#?XS8uk1dLF{`FJ;r8?Bhl)-DVDxLh$v=7uy|o zf)8)6cPH5{LrzYf%dAWHQPMzPr(XuTErcoraq_EOff8hvUc8?d%^OtMjMCi-ZtK-s zu^Yg0mDcmkVPnAsCYP~#_c^+a>=>FEdcPL4UhG09x6Y|hV9 zbh-1yTrLlhUkceeT7vc%qk%MZ$igZ!I*fsBbtC*_BIsxKx&|IS3LZuwyiyWTO3Bsd z`51eGE!Bp4)z^ouLszcdxgFiF^o&I;kLp8q-XfA;<;iJ&REz+_PxpTr0NtninjT0n zc=wsgr0I2U&z};#FRm(mk8iO>1kv-?<=N%Ui|Gn1{E!WoH&V{w2)evR<795izsV3J z{1#}Of>!|}lZjG_q_iE5?Fjl@s+VOGYuL-; z#^hC?;2`f`Q`_JmC7eQciISRZS0H(#+Up4DT->lEETa-gHfb4ILKE#Bv@CaT+=$^L zQue*82y_~oW3KDIeeyV^Qzo@J!G;wWr$}~sBckU{lO;LqB5=4MK+t?FG$u;PEdosU zhfCkxlc6b{*yJcbO?ZURZB!&JALLZXzA|!WjC?_EV=Azm_EWhp=IkX3voYIAH7T=H z{uo|r63kiNsNoe!xaKUiiEdKO#F!a6tem5{>%v{J6ZXFap#Va!Lgp^mq0F!6i25;X zUL{%&2YT$K^JlOOFp^7YVaxD6SjtKo@u;BRl4Ud{n&J7n_`nF&(tmf$AZcVl@ zJnIwgH3hYK%U&B6nXW3rF`hs91ukCwe6@OKOLkjIcHNKH(<}@=9RBx3PCw_{0l-@p?jca?*VN4(lY3Mpa!E1WD$7dsN3g%392 z)~xOvS%N&_kvw(gH!A46v7Ea?#SM_YoZScpgVnr?LEv$`GU||oNkI{3r(BE&HcOlG zZUv3l1Vvo3fre$U)<_A9X)NwK#S{F(4>0t5ESHrPHZukuGUfttCvh7cUBne+&C_cV_z&pTLe5lLgFO~?WBd7f-T10p8 z8F6jJ{abPs@qb%pn*ynJzn&JGzrXeAtNTezgs8x*NlY9lpj^zXX$@kaQ~>R5hr>1` zz;5qA9Q@7HgU%8?{Iz}EW+$k2em9Vgp#uSG*5A;HM2$oS$={Ee_@y$dQK_a@KTfa+ zQ)^b-84Lgms*d8D32Z6bzE#IwHd4*Pu=nf5BTeF5NNJR#mK@-~M^H?v65RvVW@CoSg1Nc3kf0SvUYJu+d z>b_Q!B>ohYb=vwv3{b}|mSsi^(I&D2|4q*Op53(F-T1H`M$>Ct)u8D=dl+r3shT$0 zK2bX-1^vtay7+7hwx4{cOCT^m43YZ{mWfoMwZ${BEer$vG58ue445V9&#~2wGZR^^ zXVoGdh-ZZ!_{O7vl*SAbG7O0d7$>96==;j01~hp+!lEspu&^0rA&v+^gFZ8;&iA)h!0)X>m|7B;%lLw!B!tf`)q(*5*2Ro&RM=2$`qWkD_b0xx;A4No> zn0SK&P>hQHGIx-yWzV5mU_WKLqv&0UMEX>!BnI<|C@dPEsW+H~x z-Yff0SolwP)y-8P{cHLdQ<&9M#QoG53VIkvPe!qWUaoq?0ieTTlLu%kxVcFk;l_dr z3koU{(L+Pg5hanHf)rZ3q<|XN%DV(|FB_9i$dDCAX^a#$ITfb+ic=c!Zl@y@4LPoa zThZcJCf36y2L8k(1$r7YJBq3p=94C9$CXnS&&PT;1kvT>%gxtm)epzD#;dXF?C5kY zm}%)b{p)%S26T$dpL`zl3pBnRtn7-x|(WMl@&2S-GDKt9BMiB@Nw~70dZBEd)TN4DC}Ek;cvjE`|0bp z-OmBe2FGSNI>85fPFG^I^n}zBs&>a^FR%ePP-^<-p}!6MOFJkU`m79Q>J~h(l$^hD z+iwMxt~; zgnl;30p+ALgVMnR*f!fxIy);Gwp!Og6~M^EZF%V(kMsB&MNlEL;UF;c)SQ_YsMW{J zI(2r7Z%P))mE_ifb(D8OSyMXrwmi&cn8kv3w*f~A~gy0 zTh*>HpgJIKeeMKq9*9^{nS}DI7n{@A@+_C90URN)wg-gFM@mNGowLc_i6W!}?MUCP zlqwxvyC?LX{fs8}L4NRZgp)D~O||YEUKwtGh2BFhzd~sYzU02lx@#&=M0Zj$8B=-` zti^qfI)@#1?Q37ZP)@&%4P23}HBjMJA!IXYHzf7*HwYY64 zTJIx1J@FZliH1CcoJqqTt4rG6%@#z`SB?1eMs89g0=Du>!Hi`NF2qr#5THIuFXr_Y z1u@uszG;g6fjmt5Iuqh*PY`R_Ud&CyIUT2DR#Z%PL4zS3usnRrbbo@RS?RVwouc zLb%!j+XrXqF>IgB5K}JH9j5y8B~1qb_hlNr3g|xe<43P8($$HXIN^&DINp1n09vFt z&PG9M&3*7#Um=@9lb22I2iO+!p6a^aoy<3B;AhK}4iE}p3ysB_L7xybKJL3TkE*;^ zG5wA5ep8q^r!cW1w=n0_5`&j&!6_ol@D3R9`seeVH;o~FXrp`=O={ia4AmG$Nt|dr zlEmLb^pU0yb&D&b$A1%`DCLUhT67FK|AG=e14H4o-v zwKNjhA=1VwELIz-3^tv9y|Jl?!C(p<+=cweaJ^g z#LY5j&i|MDqK0>aI6zp0^n=!L$UTfT*t|W`*n15R@_Tf1XsA3RG$iaRDr)8Gp12|bbq$SV^ec!u^F5xE}kjYY!gIpzY`Mheg$N^sPQcRn}eS?K2bM75s09PiL2Fh;- z*EOtcZ z#T1SA=w?63em4a=X%*meQnUTZlg0*Wlef@DDn9!$Oq8Hbc0Z|%+KD1;-Adb`IS#g< z7{C$TM{p&dOfO*D*+ca*o~Z>`kLdyY`q^^k4|Y~=xcao~n5x~1^ObLkocFlDo5*f1 z1uAS*d~8r5=yS6I*7e$+V><4)i0P5xd33zyLqKp;)%GEE2VouDwK8rI#L!zPU&|@K zkaRq~l7i`V(w6TUIP5%b0y&ISChZoZ)==^T&z6{zy5TlM>7VXL@`@e#xw&BRqI0lD!>d`-5{Z!xdl0EAAE%PW()OhEursHDp_flc?nA7z<9YPixj_v4_vJJJd%3CjQtxQLp zl|86#`{3#Xwd=~5;Sx~ObWHrY)>~SVRLaiXYa)lTZFNsLdes5rlz~V5a)z$W16V{L zl2gb9UPpU?yV|mT!|}?mtIaFt7y@qJUHp4DFz8qNqd~+p#$JG8CEq07j*ma5yF=8# z?)x@4L3?}`csM*O-gT`2qfleKk2a%;=S?03%CgnA7goUAzFmsowy}A{WHgkr z#$MRz?t3(%3bBlo@yCsQx;|XGd8ikfyB$M{&7Y7CMxNZIev%apdsgN=qUe`rM{f+v6C^-rU^M49j|Ka4UtepRolN%&$wfq6}Dila; z%N9ovR|xo>uXX2^WjI;j8c-m-@ZFK_(4*8er#AQ43itsBElGE3zb^2upo|^`5kdvM z0TY^`lim@)YNifbX+c;`9LS~${p);pMmd$rO%AjvJXXkt)RoemFhp59+5Y2lK+M39 z3GMso_;}bY2}-UB$bL+QM3}9&$0`%!ulZDj%p2&;+uah_;^+TzP0F{7|9lOXdWtM1 zAn#eNnHAK^IC#i5W0IL9WN=ZGT6mz9cOc0i-Dl8Y+Yzsj6=qSaa!|qY@0Lrdw}CG@ z*Iu3zY$ceU`O+b}u2XkYe4i{&+e&+-UFbHu zw3DH)LGru{s9L$ABXMfD>siINknm_JKw4tVRFypdsdiBN${suNmGHPN`uyy4p>}Ls zT~C<4PG_tq0Tky7;q@2kx0G%m|81ZC)H?hj6AE;E)rEE{&-MPCQeA@mIB$UbqD4EAH{w1F zN}@pBk_(OHKz5wlkdzl;f$wnYk|@gBXvX;{DaUfxv$%%-_C8^_teS$0`S|wCvxuTp zj?gp(AHWPp}njhRrGz&9Iu}bpzn+jqWAUEHPYxz?ZWm3V!RM+z9Xu& zsgtN{UFpj9VQ~x$IO8!(1M092i#^j}L#()Qlwi0vw7!;{n69}h4K$nwr_0us5gCc; zqVKxf!uEAJ%gO(mx4_P`@XQ$AixC>>O90|e9|4Vjq^}>ax2;Wxw~dDb@UIEfeEUoQ za`YuxlNwWb%Ki}=n1Zj*oS#o03~(FbRf7P_aFj*R&C$#}r4h%OC1`(V(1`Su{H7&s z>;>WyjyS?c1)lumy;kYfC%+o;12W~+-#Jl!A9*&TT%-Wc>KIDsvYcl6!=nx8RQbvi zhaifiM7z797()<$^P@vPh8KzH4`m|&q_B;gNLI>Ilzr5gw2J$@3ejMw>Q)d&6euY6}ljmtR)s(>xGtc(sti7F&-v*e_V0LLZkKO@t zyBnZi%&%7HF7O+XoE8rV?PH|E!ZqnIvGtNBL_=V(8B<34>%3{9!@b&YPt{O>XM>eQ z5oi4@&t#WAL{!&r?dauFzn>|WhWWBcmx1{VOuY^ubvjC=>$#rBJDW6GiGxWPN7`$09uzcu)aF>>h5?trft(Z#^@$1`j`mUK(|uQ)jK1gT=!T>Pjj!g5gGr#r+W!|SLdDvU zM(Rk-m&!2H!Yl)v%uphAfcPSDL$fl1tViC9STSEZg?XGQQ92dF1sO~w19i(h5rysH z$XqHH+ObNs$*ha}Klcf!!k=#L%I;|#i{w_{YrmMz_RRD(50kNJ_hr^GH{YK04FW+9 z^og510?1PC31G$(&ICArNplmC&zkUkIOr_fub@C5X^}evs(wm1ie!jg-3}ecFsKSbXib&t zuJyau_H7WFxfpw-?;d^rkXLyiwBecLY3CfkmtH@ZhQAeVe29iLEY#jfx?<&9@=&+B%uBbS$AV{t?(CHPx^Sand_D@3IM#p}bq=2k zt@}A@Yxa{Tu>!Kho6lH%`fnJ~*4Yb0Tc2MRsZn)=L98sR?~M^Fbq`AeUz@nqNWiOD zfoP7QT4Q|$UQ7#6!qVoT@~e4q>td;sFMGLg=ee4lD-S?i!FrBOZu?cQ#HKA2P9R_0 z)?20dQM}X1*H`03ziIx^*6Iq*x=f>vjwZG7-sjChq3|?tr`wI6XtqDaJta>bM#usa zVc9|DTmCjz?_c@T(z5YpM*CQ~Ic>h_HN*!oaPvogg-PD8(Hx(N#ZQd)lc|muh@O&* zy@P4yl^lT9H77uRb-@|g+uqiDZFXysH=0juHOGIB4|qunhn{KHuXPX~zpBLsrppU) zJPZF89g=MWmG&zId_*TJ1VHeYH`+UnALLaIxfHjTFEXR;SZX7KPf|iFi=+X5PrfM2 z9;y965K1^!oYU{-Ko?m&u!jq%s~QE=$&u#Zu?H~qa92~C?DsPww7d}gj0p}Z^X)iM zTlL3S6Jbb5FpI9a)Dgj>)*iAfUCI~X1RCM|5n=65!$I#$${Q(vv}h)4S)Qj|6Ygj5 z;HI;+^lE)Afp}{OpKQ8dgdozBG(s_%`J$tTrFfG=cK*hi1JKn8&Y$O-Tzp;+$r_agy-H+=;9P&X*VS!Ze6qVZ30}F3u}4X$8RZ-a zkI^gzjww>|agtxnS%Z6AMKaped3xtK2m3aQ)|>Yl3b@{mZm(zczY#Pu(EwEDj&8_y zE|d(cqaFLA*ZbYwZZDtC5691KxuEL6TLF8>6=1nvzPWB$en_)_g7;n%#pA?DICGLo zPj#;^OK8*9bgsyc3>r4$NpG8#HW%0LwKSI#RuI^J*h7D8Nm2d^YTXKu&ZGDELFOiS zq4RN0m=qU-{qDDmJmvj8&;YnDayS2WG8m3Ag-iup*JtDgtKrT z!FsB7m5mwetPiSa>=YFBb^Mdmgs^u)UqVAZ&UBqs^R=ISar7*l{sf@CZM2;E*O<&{ zQK13cZX%kiBPyw`3a-8qifRj9dpCAX*Y$EbIL7GD_dmHlhtStsx@nHl10rt`TagBTA1dZSFR# zFTU}*?oJHZ+jvF`h0 zS^fAP`XiaFJ8Kw1#hHmXtngP}+#y;ta(@8j8__taLG=L|$1#;r>+AS39uQ(IUgAhT z&dfc(c3~1hmk(%C{CHKo#gde%#R`X7(ryS55V0~7Pfo=Gow{M#FnZkjR(2jCa&Jba zMcMhTWz4_cI?9g+O858#z_vr(pobjM$G6?x{nSHxuJMBF0r8K$4M4i2>eib&mPD1( zUhmsj1@zTp>UuwszDMT_J^e=tj4&jGA&j+X4(dk;Z5H8Q1o<>Z$N276P^D z)H%z|7V+u*3(T52-rI@@wS`_5xRe4)Er=$FxU8VBn(={txx8%bn^C>5a<3(tPv3XW zO~xlISV65B6bFEnb1qiQ#yLn+LrUs|qQ(bNk)c1Fasf@M9`TJ|=3_08ov6i;!BzSy z1fk8RU;wH~y>#uPU}&96VB*`j2{~g|9i(hzQE-y%`^K+a_5c#>2oZ>Fhu>e)orz^-gQ9PtJlpxZ(a9FetCV_5& zP2?!%=oltjtUd8l_I(;skq)#JJssM+M{c6-T+Dh-hY;BKpJ&M@ehg4qs$=jLzcBdF z;CjUA$)Mt2J8IIjlYPvHaEF<*j>xLFx$>B+;bn-Z!ncWzY!4~a>43TY^!|u^%V}mh z3P3wqNTzF6ei$C#)|1Y6VXdxd->Q$tB|>wzBqt0i6jClj{8^7f4LMztd@7gJpZyY_ zDd)%b!h*%qSZ&5kF6xL9D%3sT7AnqF+`^*u$ z`5cAjSH(FLUv)GOylz!+I2jy5hAO-qO@Q%Qa!tu-Emdo-pBxW9M8xMt)fNS+elTea zw7KVvQCKQw*qbX#$R_4I1Opk;J%mMQ(=TsWl@FQrY!SRVB(PnabU5J+!-ydF5oZGY zJTzb9livM{@JC<8bBOKvf3zcT9D3XO>|?G&-*Vr9^pX~;k@ zyus;RU=`7oL3Kz1h-@KNT@0Mj1{m0MCrEp;G}J=FdJ|CR z`2o`KK*kP>ZCPrp7bBl?8?B7hDj|4Ucx{>0A*6YgIpFTE1K+#QAC4Z003e3$miwgk zbju;1^SQBR7k!sbvQ#vf3OtZ}R3rRDm@7(L7n{_?dq;-3$1sTwj@jv9q-!-yQ4wad zOL1^w&%V=E1F-wKq-LzGXzE`c>0m-cSj}}bbZ(5{L)V-4{M+(JdxRz8reG!~NDoF< z+T7A~${?sBnr@6ycPBi408lTQu?xl-XLJOS;}h8%=IMz01EJ^7sdvTyIQ!hQ-VEtj zl-8*s3BMY^P5H&_%5SHq07Hxq-tT-N=K%~k4Lx1<) z4)&{>FXp=$EXVb|C@6zM8>rkTww`xeXx3>x(o_D_a3w*dnG*?dUwQYowfy*EOGg$$ z8<)=mHuhK|p!Z{Uq4AF?%lf}$A=dwtYPbI*3o&y1SEpBs#<=qqJ7V`Gjc0a62qStT zkm_-8)0i27vOF`_IJY8hgs4>*u1kY4pc@BPLkO*;)EWvoW_9w?9*A_{js$6(S+pdY zl8jQuOf|c%N0%s;D>VTybg9t;y!E$ptJBW8HOV~K7Fp~NGN9s6^vS&GxuM!&E2}fl-n~q^>1|&>>E~1E zP;WQzRt<2T@!4L=aYMxYWY)?liI9XJVH9OzBM0p6?4Loo5D@jrMxKpJ=N5%9<@Z7r)8l6fUYuVklPTbA~USb;Vr~gQ$1%x;!Ljix#uF$y)v+BS| zi8^ve>KcSQGAA3eN5=C|G`9GKJ~XjhR4CU>bRrrPBN~|o!4bib?ggjKZIi=Hm#m(C z9Rc)li^}?EkDr+^|0EJ|5gq*2Jz6OUI&D7V)Qky=F%_Xo0b|KAA;+VlA1P{K(pv0n z*=Vp0o=QYz__v#wrDJ(MQu z8jc}m&6MCv=Vruzn}ffR1@W86ermhveK9T#%L3GI4wc%c^itgn&R^QjYi`^sl`vaj@-wJ;V|T5D z-yN|AuRny#eRndtCeLm-n>*;I)7xT8dr$EZ%{x!3x6YJws#s2Y-j!S4m2gr)@p6Po zq~DhGCNVzTM$~iQ1znP8W4Zh$ZWSiZo7s%6uqKq(Z!FBNx0G5d)8$_18Ub~>mjRK& z74bHw3?iFoS2_;JIeHbJ{@ zScw7sP-4LdQQ911#c-|@U0TjkBf^lfBc2||FjHUX!A56jg*O`r5s9;R2Y;6C91|=FY4x8eLJ)atPk_E@^1iJJbLhw>}80SQS zI(RTce2NRw#MB8eQpfkVJfFnvPaE*on2h7cj`+J%zAVJhVFHQqg@URRA<988^hww6 zCy#%SH4QV`WYGC9ZUtdT#*;*h>3g>k%jh3J8Z!nwF0%}7oHOII3HvE!R($Gd07!Jh zmLAnO`3>z+UKB{^OERj{^p%h#6A}eJ zQxEB-AjhKKM5c_hl)<<{_on%UL#)x?Rj>ye233paojkfol3K5IK9%7`fbPrWk$p!# zwH%S!Di3+3YZkw2bSb7$1Q)dQ-3p&*tD?dLnIOWjQ{gnq(E-@!j<*&SQ8iW$EFw5) zEmADO5UF-nK{4WZ)HPM!;s!9p0u-{QpnoaEyi);vv>8&}f6s_fkCQ1Bqga>FJ|qxN zaUa-wk=1%P<3k5E;gtrlG@o%l>S=8_ELsZ#a(?vq(-fDZnr<)A&6 zqY_7FSGU!U#r2x1v)PS>Hqx9^J(wn>Lq%u%g)*}~n-~NPHTnM_?wg`x?V>GX+qP}n z$%&nu*fvgBv7MaQ$%$>-wyhJ}?EL?|-TiR8AN%$g-xyV+9;!y|y*AcdbIx^3NDrfMj=y-YezvadRaBObc5Bg%m+9! z839Ax_z4aq?vwpqvAHQQW2nHc{x;FXSKdMVf_#r=ivjco>>gFJ!R6LG@N?e0q&O z&5n&$AM)%hZ|TnHz=Eq5svkbc0|L-?iYXj>MR^(;YP;B8^0uTzIs1_i+Ot%p+WfnG zD>?_R{gkC7%jem<5|TX{hA2OvxT?f33B})l<$y;3&XgXxAjTI6iC1#l$~6-D6|a(^ z7IZU8c>J2{Ofb_9Ce_)w?5!ZSzxlXY5??22Jr5~+?-98;{(xS4GIlbYZ5^=qaj0rL zDUUq&lAjDDp#{R*)26z!QO`|*Jh$LILZ89gYtQ@}Z#ICEmAX5W&p>u3qgJZ=rdJWI z{>7F@IVpPwL!Lk8~-w44VJaEI! zd9CpTOC8{fV2W~*TFh6@P5F?3iKa3{9G4Sy5}X!nN+v5L^bfwmO>2tY)H7MrpMG3? z*b7$c00tTiP{1-o$%$@z%u<}u?Nqb(?85rndSAaT&;m?Q&Kggu$qwi^#oU4RvXTC4 z(Ra@@glMJt>Q<2+=!Deo8GDjYjsMZ(QVuEr?~Z}0E)}a*%m)qf0L(65XyI;s=4f%* z-!lK)I8rhHdtGdit-S3j8}lLcwr#V$_k3+Tvs1uCk2Cp2_`}9V}sM9pesM{1^XA=1|uf$ zc#i>Q9Q&?Q_lqFXFeR`=2kQ@ug(BACuLH%`5s~EBx0PZG2b83!_nT8SJ|2Np;+*^> zX(i@Ao&~2zHDg$Av~2xtsJUuoQx!FzzbT|Y5U@)931L3=5{?Ge6=~AV@QOmNXNC5^Ky>l8GC6uxa&pTxTV#9r&*AX}!;P zK&oP$c)M}drz}s0nWw~#C)ga{_#q;vzw2J%7nDoNg~Cn^H~YG^f2t~LDS0N9dpn?;#?5DufhB#P+ox*; ztM`tOv)#3^w8>|7d2)&0+HUiqt+H&rXw#(n+*Ira<1beN=!(96cRB+wcC9thk-cyT zz=0!#sz}0*^Xj@H$Xw9BEls^1@<(f$<4_OPQRl;XN<7CDRHilA9~Y1mHT{LNGB9c8 zG{y|uZH}|^s>&Y?BQ3di8Nncylg50E$sb*s)q);-Mx7hgkzG!RZ)%52&5Hp?caTrU z%Px)c;d#v3tmXcXzQVU2iy(+CzAj>jfX~&RQI_ium&0Y6isz#rzR^m!Bk4*}XjG$P ztUPF@8+Kr-+d3-DOF_9(eHo9@oupxEuzBoMS_2XO`7@W4c^ywg65F(LL*RTU)I;lU?r9l}!_4RThzQi_H&Lpi^+G09%

l3URZ&e6OcL7cjuTwf-P-N816(VTqYclpfnJDFqR{a;%AFs zC!^yXEKSMb%o^4hKC`D;rFicNgcj-@K?*R%wDIlKQ<8hXaCAL zvsl&%Ha80=^MSEE#I3(km<%vY2>M@87z{P350GDTp`GD0M^zPTuRAez0Qe4OVlGfL zgTW~Xcz7&w(81z1?VtJrOG*;#AvFwU*uUcQ2_Clb&4EE=_Dm?4Rze~zF?Md_z}bWt z5xIMYJ}rJsQ!nEjidMbZ#UFacktJgUge;*|$Wig0CHAGIOEN&CME?TjC$C3F58}?e zm+?C5P}V#8{Vv^^AlRvK3J}cHxMdxlg4&gWh1RpwJf#XEAQqd6w$I2k3-WVKdh}*rm;yMA%Etm;oGmkn?p1yUHQ3B4{4@YhWt&9 zX5y}`+#3}emsCY76}^A`5fJS+fqkx3B=;LNonvv}F0=F+lfVnc7T~}SzZ;hGT`-=k z*gECPA7|&yq|MCEnFE!!8A4Xo1?{C$9H;^tV_CzcJu4OM8Q?-Y3$nP;LqmpggHf%P z2T5ZFb@70X3zkN@#ft;2uZA^Y24{(dvncEG7gf%PV{4e`23b=0At8Uzka^AM5E|JW z83AE|Z$V{|KtLWx2EgP>dhX{&<8>?H66WF%BVsSa9YLhCM6*Hs9c}rQF_$`u=O|}} z4GEdFHI>&wkE?&tHm>_K$+hvKzV0-6QD^~CtX+5AyMnWdkU(Q;Kl#xlQ8G`#OiWkr z{?a}1qgfgjIf*b}F-KVkeUHS?j7!Hx{2F|+e>FjIq?f371~5GzjKiNvaQ#C$G!M?| zFA%lKFakCzisNw`3(VZ}=j&PnvKg091B6;e)%HeOSHI4aE<4{XXLY2{vZ-LZzqCEC zC##tjCi_`u2Fl8znJ10V(3@+cqaep1rF*@tr~6%( zlhZ2@<|Oji7+?bO)OPdX;kLTVwk$aq-C@J>f>)4{MQ{%}hWsZIR|}xSa?MYUQ?@ik z%>pXY_V{8VXzXK!{h{e<&v89IxHqE^0r_=$lo%`_6w5b91`5Z9U#6N)frJGTfSz*I zAnQLV9Rm^&=9BX(XJ?#2Pg(*>Y$3$Wh;+j-ls^Bte0x{ zwys%eP>M6GuIpCYq;b`;@d79I=HHdnyN>B};;%V=Z7R7^|FE6sDQ^}~ZH4HpZqnuZ zdH9M{F;Z@$@=!k1U1wd6Ad-!r1FV&*1%Gg6bbOWKo0;*~`M|7|@j@}$OHv9B>CIE6 z^#)(j25`mW4$yeGEMmeG0O-GMBQze_t=hPqc|zwc#mJl54P%Eq_o~R6r)K{YFxP@^ z*M|4IYKLEMb8+uq$Ay9!ES}FqsY_~XJhEL3XzLK?ob+uWG+XIka6gw1RQ?E?C(CZD zJck=;PXKjcIhyEJDC#;Sd z8+bo`GBJUS#h>&D3{zSCvU7Wo$;h{DwI61-?Ez@5I@+maXV92};qU`rW~5~+zQ*@; zEBA`8$CLYZJaSKzR9$8rBU1aK!Jrao2xI@Iae3Px3pRS=AB2N!sg`UCH$w8fbUcPx z1nd~wnhgZ4e}1yc$fTETv4s7GVeuNGI~jEZ-kG%!WZ%nL8p{*=;2_7GZIZ~Hxun`V z=72satUM>si2ntHJ}RkNs0-ntD(+I2j~EWWT0jGWX84B`on89Gp-%eC2ECM07&-9Q zLuv%m+yH!5OYtlFsymEKEE`%g%1nBOBLM4uQ53HG*OsH3*=W~e3YgpI1WQe;>Fy_|wzm{@R@RGIAN^s>Ej~-=>;S`!RB7xj{0#6L0=c&jwcAld zloMQ!^%Bt7LOfJ9LfOT&K)6Y{aRz{saRE1e1e)A+SzwB_@@&v4$RlYN-e^MPHz8cM z{*bQ*OQF!HL4slWK@FzoKk+-7Dl2~CrRmad2L7qBbZc^Nv+J~NA&)HxPM*>{-6bBY zZiF~78w>PQl;#ESJ5rjzR1~bn56BemcMa#k7^8+QY!Apb452$dL+)JAsXkyROSZ>= zs+}^hI1U_o-kP^BeAYxpLI)Itg| zE~IW_Wdk&5=VUwY1JYrP(j^gi_kYTASXnv#lLBb_o!z5+Uh4P8qBv|^zKvrGr$49X z3M1>_5MKH<5Mo7!pC~HlW4_Jl1E!s%BWNq>Tb0)I49Mb3CeP0&z8}_cL+nAqWadg} zcZU6MU5<_$GyjW=2ps!@>4gTt*ZrN4c(}^yTg8i~Z=bfC$1o!yleeeu?I!CeD+M-y zIUw@<9e>F+=;wU3m%!*&)aT7zqWRx_{b~J7#c7;xQ-mumN;03tdHg1Uz?z7+!{B@| ziwtaYq6C<6XOf}Te3$!aW|aaXCE4-Cd~NkZBYrQzsn+}gQ}&E#a(vxbZv4r!S4UF% z!uN&9Ty(=Jzj~rfr|!=TeM^qsuTDQeV^IC7oGABXAyQ3gj)r+PRm;$;Vxd}qIb?XX7&R>1=KRu zisFX|x?DI>I3U;G!pD<;DwrT^iwz_*1Ufq7N-o ze6J8LslL!ewnhH_r>13o#ia#+0-7QL$`nQR03$Iwq*<0^dm7ti*q8xlF63H}dNQnb zh46A(zg+9LW*jPPom;P@G%7bq+DHp{|I%zR^aWgesOAV>zldjSFkYVKukPTM!`k2~ z6j&HdsVz(5UmT4bbu)aW_^x}gEVI6pC|t~MvO(TM0jQ&ocs^1Ul;KAJn_&^hnuZmW zqiO5{TSeX<73SegG%#_C=mBN$5qo z=yl{xJNs}X2`T!-oX`rBX%X@&cID|=SZ(^5dlwd~u*BC)dJ~jv{w^kDp?#Iv_ zL?(rQ)p%Zi&^hRfSI@{MxxNtEwJr2?DFBf`+@Y71+f?ahs?I?5(mKgu3i zwhA@1@+;TX*daJuYj946NSa|l6wykihcSTu1nb`M^rRtNtBzm0%!E;l)|{<~Qo@N!zG zL$-xu17qopRxYg6dA>!m@URiPWz*@ci80@GtyeiF{zkJ4a8_GNEb{`)sdQ5@9NCu} zCDV1`lK>f+RKZ!&zmk|jh$dkVRDo8cm24U(Lv_j!4ycfAi4HJZ4*y6NEzbngeOr@$T}wu)byEe!!_aKbP^9JR4w;<;>@Z8SbQ39M*ev zoehn`(TA7Ca`Ey;xQA!N9JV@;WG$RFEk%GSyAvp2h+$KosnV(DiME0$IDsv2Z6fX& zEvRdCMOs2RNal{5*ZSEW#kD2S+`brW!Q?Y|2m0Xvb*LKBh>0T)F)iDUnvZ33Em#~! zSY`JNP31CIMsP~^)}_8ymPJc??61z4 zW_tMhcM{bGNdN=B)+Ko~`IU%gs%CS|K73n)7M;#3;VNcnk}59Y3i}j-IbX?v#)^+g zd8B{^N2SYM(hPHQ!;bAL^vfp&=%GQ$B zX&Rv$>A!xM9D)lgI4Q3O&k+s|@3RWy1R4Y_=r?XS-q*c*H^>(0Q}{P8YkOD6=^AL~ z((}(AM!L|#ESug-^{P`R7Ax6ar%DT8{qC-knjW&Jp8y(Vou3hvmcD z3&_CyGrdD_UA^Y-pL8AOm1iVc7FHzw-tl2ji;oIa>=&KCKC6^jU4KXG;sCmKa_M{w zcSCsG#T*gtD|T?ZbQ<+lt0TlZ$M!wh1#(w-{&dVOAux0!UH@|a!^s7@d~riWLZCq5 z8nR)p2@%Vr?Jcd08D2OADebeqp}C^}^tz1X-Wj~p)5YUxi2L?Xb8}toa1!5@w?|;` z>_s57dkIo=ty|d_HtVSs5(;454r{;Oof?@n(rxaS<1Gi2ti@~;ZMve1@P%aDT@};C zYn(DIZSn-`e<*i#7G_bdA0?PQ-#Mwt_uswiK3A1%Y0-IxV*OHivDAG=SR-G(&%*({ zP_I`(=gRyzv@2)cT(+8ks2tLby>4RmPxiQr5%Cm_hxOCA90C?nEFnw38y+RKgoLL;q7j2fTS5{^KYcM>{qBhMZV>hW#jHFxaE#<=tNxTNlA~@vmA?np- zHkENr`j_s6-T|{HTM^e`RKXsw1G$+NfM*xu$31x}plvMj+WN*#;&mbJsVG&M(D3yM z&7D91ye{D3nx&U-Qjtc*fDG@o+_kl_44RZes^=4mR9^bptiEzV0{f@7F78u>uY>g# z)q^5uhJ^qfFS5H>96x@X!1UkHW}+yBC!wQe>HdLeV+l>hopFtT20A*sw^dk8eeB(X8pJ+c&qS{1oWanJ0H;dL=)GQ0$ z>)nYlg>7wAG!~m!V+C&8)qk(kyA}{o#^&%eH>tapG5^W|@y9{Q^arKn{(MRK!O|V= zw39Zi|ER?11gu_^s)YPhM+$Q>1Ykjfj*!M_Pl6jZB!hyEP^=S*?h{~4qQ=#IL&$a3 zznG%Sru9Z=LAGg@ld8}CEcLmeJixl+!iIyy=IdwvjY?63@X)_>8m%s8u6~gixPkiI zJ?8-}Yecd?U$wD8TYxt|f~y)tjb;r>U|T*{Mz#EiwLMyzYD|5?YJH@+4M=vYT{1gt z?_C%E`&Z>}aVe$`Dtp`0Q#(Vs{@w`wu=V1SS!sIXoZI>2;fkw<;daLb;-aR*r%{Z4 zTHWjNDaN~QMd!oS)vttxO$&_7B+84Yry0A`W}Hv6Z2>aQ-YZJaRaFymy|`!MMNragI)&UD=>lNn}x@W&lxd zSP;j!GWsE1UpKTE*3@%}qNDgb9mdj4#gvw;hRE}A+_K}-45%i|S(RfKb(QIFvKGOm z1W$*fhV7?iX6xn!n^m@5<(?jNgXo&CzB9jnmUbBP&_h#4q%$Hdy>ptvHZtyq05(bTKoIct3V%e$KUh+V7SQ5oM?ba3G(gobhFD2nAG03$K^)webUbx zZVyc)S4Jbx)ih||v_Whkh$ylbC)_Yu!^v3VUvIs5tnQB8m(B=hm7hv$iTsQ+3n5h^ zd$=hWQVN7+uyTo~(RM0~O2*e{mzSr?Lr)2wF)JQCSX@+`+0#dY!r+Tiqrl!rvcrHA z!7hNn#Ue%9Fj4LRfLKoTD*1&Ocy^efiWco%BsjKa($0i6N!6=m><8LrGQVYq8-OwD-&YH}WriO~RL}^fBZ7~b$MvOW}EFlk*ERDvn zCKZ>&!0yw-^|J3H#Qy+}K&}0OOiMA5Lb8NjS;ADNW^dC@`9326t(ZH43l^?hjj)hQgxAGiD%Br-Tzk!K5thRLMH9 zVCfA{Kl-IhlMI#7y79_@%u`hBO2S3~&2YCA!BC7fS#?a-5rbK`!`&;SW$Px*fN4j6 z;lw^|B#sjS=&X{jJr5TTU;#4(IRvqWC?3sBfX1(9hbtVVi<=!i%Co5*dX#t4W(F~J zBu`gBW(ViU*s-h~PC~~Qiw3tx#>I+cOq1m(09`alNI(t-E9k4iLWtKat1OK+lMO|3 zWLMAbL0a5EH(a$U6Ax3n(+yfIdtoqb(A2l#U3`xLD53Nb7X`$4s8t%f34M$5O>YlI zOH=R+8cDi>HgfGCyxAnlKYj%8zXJ zw|dUI4A_-NQf5vs(Ib;(^cqAi&7Tg!GqT%G?8ldXaQYm5x;fpRUtJdGP&|8ufoQI= zgCorW1m@krQ6L#tpo)axUCKes@8tH)BNyM#_lvYXUbhbiMek2=3n8kZLzUK4+vJ8*5_x*#6`Vpk3`(O!>{n?#IaKce{(I(M7I^y!5a zANx#yQC0{}bLtD~>gll29yGpJz3|wplcxVc%K@@fT_tsNK+2(O&Qt5!q_^(i(r4iF zXsa4#eWJj~IQgBCJ;6Ec-*pgQyoCT$A|Wf%52Ea+PmBOdroy^l2y9}PGv186ai4Ms z7<6)d^>AC_+8XQ3wDn_!m0Ta!@3!&f-JIZv_CVyMm`^-3n#b84h!b!vAT9S#bHNPx z9O2vqcj(dy$5x=xP>7Q<{(OwN$+X8D3TS8-`XxpN((bo5pHhCfY6+?@ylhTs_uBSS z=V#9R&mpIK?vLX6Xd zgV38&#{w~-u^C+N(KdE6)+%d$C^-ITY zxco>krJjR@^m8U`=6AyM3|K3ii(joXC|z>AZ0lAwM|QV917~W*jUyks5TuVdAkGA) zOOs$14h-_IQ43QcFBVU7S;ELF@0tOjSOSb$6yvYbGm z_P2p2q~<1&cq7U&OjIRZSZ#X^fG3(D$R5r8ntmyCH$%;7i*7AwRBC@og#=uNA6J31g*cBQtj7K|Q%r3MFqHS>9$^7WtJG`(2q(Og7t&rWfKb+7#M9;~ z_dr58FahU)N2@YJX@}?+%ZOQwSI1qxmbWbf(ya%dDOX;JD8UFutx-6ND>?@ajPkOk9LYyd7F$Y3@}ID*NAV-_j)aM|8c>Nv7eE5?yKn_zffTQPW2T6Ndu5fjq)z(?QOKItfNcot6!=vW$+69t z^d3xTQF!@`09fRd%2Lx$^nrU;$$FUI<($`=mo0PNPAT;`Z+9aeK*XTi{wKgKpu=`Q z)zFSSE`iJRLG8i-Z-UUZw8+SS7f+Kg88hXo=lpoyram2jeWMBK0#Bv~eD#<`>c32* z57!vSEsb2Toq%$@wRI9w`N0>H4zp|kHP zcVRF2U(a!>xm_k5Ig7IKt$3L+6^&b;iTSd35P8{rt%p|O6)2Lu^g5wK$kKy>$7l)6f-aQAbA4?>j4 z2DAn8X%U9;ZL*xJ>^A*YikGMkvEF};LPt^lQ3R^S zU4>j=I&FS}SU>*ox;;slacDFkhnQ;Iv<)!HwQ;=2lW!#S0&95MvT5C@UG)T!KA+I> z-O#%0hohRGz1n2a-tWUQs6&013+Ls&imOT zKB%mks=q3l{drC4t6#ct|1+NLHw5Fq`&a7%6M~11s4>0C3rx{ga?jA;Ez4sXYGT!S zrGRWM>VwEalSrND!I-cQ4=<(tSqWh<_6r#AH`)nZ62s{nNAF+`TX15z0QNZs4u-m=vx-0R;krWap7N(` zq>8piBJob=RDZdzxP2#)f_I7>6+Z!$GjeXet~}MZjElqA7qdN`B@*|@ ze{zPu5N=HIBS;v+8Q9NE(IS`%l$4SR*;q=EzPrwtVQxD~)VHlJ&Nd1R>&#YkDmd0Q zbY1G;de(YT%m=ZOdr^qD%!rK{^<vMOId}%Uvi49A=u;AXE;gaJXI8R-1ej-mx)5 z?5hF11({MY8Idu1=4tZmxiu2WTmt{(t-9(3+{QJu#nsalJ(M9_6+sgvt0*gfq9}ok zhHyBFtOGTKbJ)5IM7`&g#5UCvbNzbzQm(5=5b`47fKg-`G*TK46VY6(|%0L+!dn>SPtCZ@!C2_XQ#^LN&=c}L4eA*%Bu#yF$$Tjl+e z7P^cADxofRke-PSog!!Itq^a;bXNe;6AT~&caY6`FEL`h#BE$nVER07;N7^PV z7pO|;vt02*vKr(jcOt{o>6H)fKWWWPp55?D5O3U z#S0kIK8BPLTxvmttlyrK*Dn~C7Yu3ykg1Uz!9vqc$*r&)(!D>A@sr8a)~anIm}Oyp z3%iMEsDpo(rK#l4V(HJUz9#+nBZ!sIJg!&##NStA5(C-Ae(eaky-wSEA!h23c+o@pc5GG?A3F}oF&uzv1%%^Q3|2ak3bUYcIVJQqBMtr>_|?QgfcN2|91>dg=!oQ-rW zMms*BSP`^LJ!UiflgOc2Xbp?3W9>6I(8O@Wig;~;y zH^K2##~XxT&ZJXFxp+YvG-0Yxmpf2Gy&Jdl-BN9*z`cALKJ`-ZeJ#*#lM-<8R4! zpf+f^zxSs!Q(4fyKY-qQqyOmIqyTW$r6K84V< zIcRto3hOibXr3OuZ}+2y^&^35z(0&o`&kX7>eM@QK8S73f8IG{7M0DPw^p3~aYNRu zE>Zf~@3s-siLQWeWDi+n=bpOO|786m^3kZ8yBEE4rvWGuy_}7txP0-DQ+~uxyW`&t zh=u9D`=tA4q*?wI7bW8C&;#0GK$wxl-@FHt>}rk8Zc__YUBG$Cvov4&M6`GXw+DQ3 ziKHTa7#vNsg7FA~+!An07*O0Z^z9ZAz=%i2%t(HG(0h5v7`r(5yH}t+w0Q0;683l~ z&kwQ0k)!oP%yDl=j|dO7pFp*b8u3~yH!4{Ff#q>du@w7a+Kh4*{p5Xez*)%$%gf)z zS4O)QFbHd^PgOgou=Q#qte$2}BW`C&%HU-{vS!0UF43LAvN>j2&S`I*fpvzJ`*#2n zS>Dk9FAXXFpWG8}-q3)*!}MF3#l^|`FMqRB^M~^~7s@~2GKZoX)UGg4;giW~U6$;7 z>PU8Fx(Px9nAXN`Dtc*CO6Sz=uJ7C?9>!+*Tvd*o-0#;t?54hZ1|rt`K4=v?x+M=% zfJ)_DuZ_=b4yskE;Ylub{wL*Dph{Gc)is|(|01;gh`5)hQs~a}u89kFBycP@J3x7) zw;$xWNR_PU@QsPkn*uXu>ie+m7VzdWl)^cdC(xb)mIhc&Uko=ND%ubkS)ueR!BtWz zObVR^S)Bx9{Z%OUzSA*VKa8Wjt)z@y4h)==+412BOUk1`{=78*w7z=YaW3>5qSSHG zP$_dc=YrjVqD$+3_QkRkp4z-(2fRDo?i`_V3T|B0B!}Q6o$=8csgx>9r$Um zgtkL&WxmhNeix#X9FK>s$n?UzMIu{W7u9=2*-mz5E zD>A(QHBxyU9qy>nV(qS}>6kiwT%c^Hw>6Dit7KoeGjnDfW^n4O>q`1XOxwLXj_cH1 zdFT4sULYbYmzeN0So+z=RAVt}i^c&mmT+A0M%8&=)sc&x z-A7Kb0mcOM$Uc%Cg&LJd&eKLOfqsvgeFR}Ivay9Cpv4WpuMw>$mwk5ue8Kpby|pmY z)ligL{F6HhdsL&G@29cq;6cbMG6*&n7Bb$8%BaS4dS1p#_(KhmS{p8#I+!)it(%jWJ zzG9@gUG1oV6D6*Vh^Y(F2+GZ%MQev@)YQ_}B^(+)uFu|8u>gb|9>Cp#s+inN@n~rE zL*b}QtV}>G;A%p#W{H#tWV4Y`Rv4-fL;`_kJPB1;A07-8;OFz}F9lbI1timQ+_0B~ z#XiQT;O~qtjD;!p0>RHl&6uXurR2rqwzZd$)|S?OXiBR1?GJ{qFP)wdgC1E?VB?ac zO2jSR;hRH0Mqpn@+GDWKDh~7iB7{%Rs!|?R8W2 zzqd0*t9rkcfr+Y{6T5NZ_c5q{6@NLri_<)M#pwBsFIL@$yPM6X6|yjLCx!t}wLDLy z5mAbpzidqL_rk7owSeU+DpEgeHI3!;Q-e$qh$xYz-mGjb-)}9qkToA71w_4meB^Va z5>Mdzj^z19q0YOC1?|016ldIefLTluBSvHGPk3qI0VrX_rEXHZD!C3Qhg|e&hcxlt zcu&8sJB$22@F0DzPUUL4&bSthRe(Zl;1Y^A`+l&9R@oT(2y_uRHPFffvzpS4PUoHe z5Qb;qNqs@#x&t#H!S*_epSUwhpkGJq4`*>lY)tKs6SPdu1f-myvJ7yRg%6=<3W%- zaGKZwQ+%Jg#JL0zs3OF8?VrF_XC8_D4)&V|OgY64oQy!Ak5GGvi@4p5JqwKvmar** zKN^B>-azK0&KaI}8_W3fg?JKg9LE|C5lci40sggmYc$n04a-qcizJa4sc(~wdCs8c%#e>_b6Bxk6PS6IZ9)Tp{YC$@D$(GNL72) z3tZI~Q_mIsX6x2I1_z1)KhaJv$chs(?Cgg#x^AbR+>{@^ct`o${Jb{7HEF3nReXTp z0VXaNsh&~o-n5P)F%jf~C_p?NfU7csJ4KOY5S($g!YA>czdeO>MLOV|h7)$eURIL9 za~JReU}&1y$*HTP-hLWfr;h`I}pV1b-$S2GJBXp zMSQK2r&cKoyqAFX?o!h`2kzvaQ#oG~xvBRQF_0c%#Sl)PuQfs6J}u9g=| z4NzaVTjxUZnbtTi&Gm~oQX{LU!jLyIpZ}3Sp?6Pw0ZK|+i&1wlBGZ1d{M{o`ZCo)T z7&x+!%Xuo!+)RuVL=b0|ZEzwrj5$KZGT+AM-X#cKX+Ug~6k9$E|D0rH-+o#}THTr-qkmVPDW_R&}#uUzEsvS%AO#aV*zv z=B3sr2{9Q*`XwB2HZ#%L49L5r;H5MZ8(|L3^8rJ1+S`<>NBrxvEA0@m=Z;i%j;Z@b90KB0-i<9r?j;8GVsA{uB5{!MWgrA7}GE%RpQU)mao z9;nX2w>0CMIFhcCJ3LEZs}v!T&8BH7yBDsgu;Hg~Ec&6g&8{zXKejobdn@>bV6^kw2Ny-a%R-7s078Q)DD+Lm!dqJ7Qbi}KB{5XG#xN9wsX2zx z%lneT?x>P*Q2fO+gQG_0T~p_?FLUDo?0(r}{u_(YStGUT3k;Ltw8Uy=h^!bOE8su- zM4=3iEGKiZ)58YD+u~yg1_1l>@wTdD(2d#+cCg~Yl;MQ}9nXO~4UxiErU69x1a2}Y zR1)!eAIG&La>bT4GGPJ-t+*0V*M`Bi=M!;gc`6O+Hios(RFq;KceixXvq1k|Y2EGa zpk0z96yeDY5d@}$u5>WEU{YnDq$_-VJe|y?vq|T5IlKCN+|E^CEI`QZ#0fxc@o*)a zjQ4L~SZY9p362kWf}ajH-^tIE5*%HQ+WYGSY_c1n_{3HMGsbv_=1v3++jj13+0W4? zdWJfTbvX0IT8i}N#?f;pBU~y>Q-Kqw+Im8VpG$&ebxq@zD?E&2c#LO)w(Dy)jlWh8 zuBxVw>?00&Nx=zc-T>lvJ8)EN2>tCgsJcyQvo>#R*|wQwc~GKf&v3(Hy1iyLHNHpW zZNDl5scI>e?4Wp@9}vI>dLJX(RpDgj*MzL0Bj;~x?IPS75#~eN96=)lj@;HMniZy- zMw@pxZD2hgtl*tB?l$l0s>bq9O|q@%5KR$uf!t_7O&8HssQ{PUs>YOhe^$!DGodC9 zh1wpRQOh`6Zg;NlKcLdN7WOJeba|c1iQ%wxRLB3?uA}j?=E&K-xztlfdSj~#YB}uV zPPwU`;-?5JCI!&5>zynVcBt@#o^H`@cA9VI@30|XGe3H5IzK0nyb3*y1B8pgt1^b6 z$x}u0Qjuh+cR3DvR)r@)%p-2I>SJQ9afuk}CY2QA7rW@oJMx&_FN#ve6$4VkeeIdm$k4yox=FK7;ogMRv&{n!2g|zryOuZzD z74M?T?~~{Ip@J&t01cbotA0~TQM3nP#{OKnj->HFCBy!Ty*nwPN{qc_PrzRTIOmMB zzJ{Evb8}7%6KI1JTd@Af3YnFf3Sh=IW4NG~s1GvXvql};;~~Z;%&^+F;cTa61(1S^ zeZHpiCV=I^r%&9+<&OY{Us$FP{xBvHZ!SGJtyhWr;uN>F+md8r%H*^2RM?XcELwHL z5h6Bv%rD*fkZ6woQnpR6?k}t66YzQIR?U4_s@1Cw@yCi}Y;<4naI z098i&Sb@8`Yy&#Ob~K8sx_#xz>reV6fh!X8KEz%*oo{^L-VAeWIYWb)@J z&I`l&j0(y6h3%r?e4MP-`Gq_HnXaphbLHo>A@o2lV)hx<6p19_6gb>08+G#F#nv}( zUjrWpKPz^zu_b40U86-kW1kDqCj-yEn$Q7i3u?%e*DDaQ_t#C}20Bw(<>$X=EXTiy zz<+NhjS9lalsNl>_Ak z)jazJq{AvAat*r17*3szt-Ztk8}nIf_6U$`)z)8=YQ;-o&da!S}nmUHHrm;9bp?yl!`7$A$hEsv{Etok?5B|_-|Tk0Ju;Itm6mz`JlkPASrpk{9aCzJx12MD z){sG+VipX^2zgQ8PLtV~>gEqkouuwV%8-l2fq&*E#V`RF6^!V=IoeZLmj3xwmhX1! z|5QVQ)-(|UOiVMe~r3g7)%0bC8d?Q6#V5!iZs4JO^ zYKBa`P#xlc=0&}17AgdU>x9~TPI*qg58!jkMQkmIx}dyqU8%Qo+7af4E=$-*Bc`ip z64yKvSY-W`$sus6~U&o$_qvuLvW7Sd?pd)%--rhvEQWLGV+%W)xZZm95onO*v)OWv=T4V1MUmbVTUfFbn<>aZgcyb8cicJMnf-X9~J=(U$kf#%U9$ zan-g@aUxvjZ<8)+^PtulhX|8WUF5n`eS>MV)XDGloUh*FDb=4-TYHctp1nw zI&apdtnD2le_h%cEAqx~eFLxUVv-uQ&B(qmVdU!FY$*bk_r0n&G#PWh83)h?$DH_` zDRN`MxGC6e?u=+ricS7++Cu2bazm1|0?0Kc<%GIN4;R?v~E6`h{It zgX1rSn5LiZ3|Y&DPl+w^7OX$NKKtb7O)|ZX*pzE_=ue+e*EfiD=;y%jRe=BC!sPJKv4F7>D~$+i(^y%4as6HTM37JHc7QFR{g3i8$3OHsL{66f z)lrd|i~B#ERTlr@+Hs=zF6;Lei#qv9BZLZmTR(D^W&kZ)BNz7o+YuZrQm9Y;2D6MV zVti`e=A`A0?)cuIXu{xDR>3O+>|trlO<@Lc|4U z9au8jLd|9XX$&1miA658%6+Ig5Rv<141`q z;6NBq;xFs>wgP#WXmC3-??kUx>p>ez{%mGv64dWeq5a-6; zir&APbx3+|4=NvJaz9N$B{3$ccsG#G{&(XY$Jt&3zsEbVTP5o z19T76#VFj7my4K=S`yobIUy5njJr&zWPU!#yM_r>INhN(g_oF{`A2Rz{5C?*y8=XtH&=JY z6tl%(g$8}QVfatgY3gytEMY&ZfG(@>pVeiTIO+GNMare6GcecWc174{|CsNs-Ick| z(D-t4>F+zfX39E~{+$b3Hq!u_$N5MfobH0Qw44WREQ6c>h91Z3uLAN9Cg$(2 zb8EMj7geqfuN%%_TwsmlIVbPl)cx1mtBXl!v8h>gZp;{Z5l1Y_hwr=uYX3Xj|lG*;YI* z^w|=tcl-x`KPMm#{y2jVnh*+T!v)H0;+iQI`bBl@;EByK`9|t*7;q|CfAQvgjAZ}G zX#r1ftiV;IJ{tIVJ1hPWZg&CK?xI)(ALd&muq#L3nTMA?=lhI<@Y;BD)pw zno~#QQ*E|u%br(l>C0^lD{ehGbH7+;A5WG(oLG%HmECL8%hz2rFNd~*{- z5Vc{$T?Pw--tLU^F2t&JE?x*k=K+3BNPrf;U{*^OzBjxvBK(M?6?XR&T zO&D@tb25=|*hK0vty6F=qbRU9Eq@1EXX>;yvZMG!=zI$PO4jDxTd(7;)_LI+Bm>3}oPX6LrS#VMx>-y1KckD2ts{6(5LY5SP}L!u=EW<`3}XuXX3l9#aXgI4obQ zi@k!UGGdird_j$Ao|qQ?hQ@irkjJOu?@6hGCwOF#-K@%NJ7$m_$yQh8t}N-%=DZxQ zIGr_H+?cFrchnF(N_f`m*sdB6>CtwMdTz8a0L&K;YeCj>IT>mz#kVlc3<9Kt)s`eI zT+%}A{q7Yz@}jC-LKX{3&po{#hsv!_toO^xBGuwm@fucnL<=-@I7(QcjdbD1 zd$VaWl}hnb#~#b}PR6w{1d0PON#e0QjYKF&nq~At#EIq*oPm>sn9P-Kt7R#VD(>np zxmOI)JUOhMgYcXBXrd(*l*GPhwW1=M>Kc;*hMEp_@t*lofSGt%{iD$*s;#i4tMW|t z6T7r_xxM)7H!`WVGS-e=S$466jLWF@SeR!$+xwRkT`@0`uH~>VG(HEqLqzfqIw-dE z|CTEJP!B67*Qd7rj%6r+c26IJ83!E{1$cuqQig>3(GzQ@pE8Q9PJEf&!gJ#Lpe+t% zgp>dFe!%5z1KEBntp~${)&iM$;NL4y-Tha8gXf3BT&*F#(ZBMJH&2Gx75FcQ14a^+ z9~`+NcQ1I1@B76ok0qzR4dxyLZfzRE2Bu;!D^#^q!iNk$NU0O4{Q33kAN5gQ}`LPR9QL_}mDKt<(GGY5Oe z9Y10QBibgq%Q7p>aDak>0^DIGLz6lpa_+DMR&=6+j6#FJMT3R?@b&`f5)dE*@CQ%} zK)e&77ohU`A(g@gNgTZ7U7WBTAr_{Hyt9t4b3w3J=s{@6$cAnw2ub!4L`C{Za74gE zn<99&Eg(X&L42H8FoGYx6k)KOeJSQ7QnJ?P=ab?$@GpvO+grlmqQ<@1qDCwmtB?@);R6>SElSidB67-q;7`L2 zKmv`pgb_s*9By<0AQ2ko45Fcj^F^HxCXc2N9AwkurBj%j1?()?ZQmt?@AD$*-7ELQr>*XG0C^b|>N)iF%fBIPz|Ib6G2Xu#um=h0=nz*s z0M<9eyuM95P$)zKr9w5Ol~6#OAw|0So;HNhPkcK?0+RZG+#7r3uO22R?7&NVd=#LJ z@!$!5dKvKm6qE$@3I*5}j{45I2^0xL#E6B^62Hh}=>iJ32T;~~r&{l&M7lvN1X}OF z!Mp+jzFy6pD_QV){*ApG-W!r1rK!&)b8{MhZ{7(PRWWS9?@WwMAnzPtq8@;Pyh6T! ziivfBe18K_b5NoH_FY6H+&?TNl-J6w^_aI#i-c`5qt|ZIs=)8zxzKG{Y%rr&&C??R zFoB(Q;l6Ln?r)dZ@8s8Mns3eGZ%2vfD+PsKue4r-FJXaE+_Qtv^*xP_tI>7NnZRu( z@C)E)90_n)12qJ7cJsDy%_h{4mYmL*?BCH zTpNgQ_wJxhVBTI|5uN%hb^Dj_dmi)?h8PDPz*m+EC{+0RhaQIks3-_b5Qz8wX8h|D z1;`ELmO~NZ(E0B~&<#Bnp1UPTr}Z4+KCJk@cV1Od1CUluFo^Jt%uTdj7SP@8bo3!C zYas3ex_5E9x9$EC{5c_HhZth+keI*=fAsJvDd-apqPg*%8{<3oA2BV&ci%Tn)c3SB zV1e=)_l>p&sKR_iypc!DfGuxzlK0M7I~T=ml=UP{Nb0;N)a+S+Lg=6I zH#UAVP-lkZxBM6{4~d{d={NSx)N2h@K@YQg)jzG+0l(7}-K3Vc_I@TPb>TB@{qkOv z3z3^FXYRi8JUp|+xrp2fU8@;Sxjti(FVdIxI9n||c&upsm>7v1+795z^q%0^rB*X=&pG7z2Zibk%UpFsCLBa+nJcF60vpOlo%U|(jB5Zwzq6uXy zu?iZxAJIA+>G361E>_coA-QjA0;cG6tRBxd|1L;l>HkFWH2ZSk>RLOs%K=kNhUOHi zbDeE0U(p^B7R`=g{3CKzkz-&<;$-?=ki7Niq+%iNqT&od zcl2L3Udp`3JuSc`ov=$&M*s$XUlY#}0r9k2|mZe8kHYp$$ZiF(AyRRLczt=lx%GJDh(C3y;VoW zkv^vSHtj#HlaSaCaD;_P3z6*IS@3%+^|-&rS@g(P`*qsPl<1xKKmczuy3VvQmp8-? zHIuB#RkRJGlDJB>e`~mIbV0^Zt=PRMh5TzRQyYrMB;+z?HIba&JbC}&cL=@;hTn~S zcEus6L_b4tnXYu0BSejR7)&k-nLFiv*i%(jZR@O29K+Es2E^(n74q?nex z*O1s0uANQouxP)CX$F>44#rsH_>%xzmB&KF*?dM=>KNFyOUpv1+2z`Ea_$(+oM8>o z-ju6!%5eb&{2spl$32ZDdHgg_U!7NyU0QIcgZ!dtTiCS=MABok$go^RRUErDNYGpz# zlwraK!(&Yk!T@Ws51Q8!u%AoxA|rhdZ_7-57uo#c92N{WvA=4D*vJnbSii*mpTWc2 z!d~|h8Ora7%kSRu7Inxaxoh!~3VO%9eQQtX->)s%HM%DD_2x=nOCs<(x=($6f9=kU zk(NngorAxUsV}=j_I@_59)^aZo6o&Jg~OzUc!cKd-~h!;SwYHbKLyV{9jNT3eY|uA zGex^yZ(>549yb-6*_T=JR-ZZC^#`+7if?eyCAkjxC=GIP-(>y-w_5+o6L0X|e=UBd zTXR2P=KRWjHpNeSGPEERe|(s@L0T3bWs+SRjKsW$$m#wgoKsfo^Yr}vg69|Y#JO6!dX`5*bAVnfsU6Jiqt5 zRWx(6o!eJu#@pJI_TSqtQ;Y33IeU%4ghx=w1_D4^gh&-0?=$8Fme;@~GClNxI^TQc zRZdhuxT32Nc1;@z^4HEs_&v(gSF1cTGDDOZY(!?5mewsf(?IuC1+0)uDg5O#?OzDN%u4BQ)TrJdWYp{Q&!H-tM?mR(2G_UA}-o?eoNwJ>j8M-PmOCeZ{;* zciG-iI%O9bUmRE}(A5_KwbPE8I-I!GUGWer5R<^{Q>?y$XV#`oh>0|brx~YYSoGmG zm69!c$iFN2JE$a5%zca`T2l~_BdhyrYXWFDm4wN1gO501(smlJbuRuK9fcw%)-D-) z6#Az>rd*$xJLRRRJf)Y8^JHdqtz|%~f?O$eysMQ6e-?5VRp((RdYe^S$_cvij&O&6 z>4DxZawh@z!UM(Kc_Zq6^Xs5WM!^1;P?GP7d8{-))mML~Jp7ju{b?+?(p z{sWSfp{N*Cx(cMWEypophwaIQ-uxz69oZ$^?g`cH&Al@f!VQnwM3$9m#8LcbXe_C7 z2GKe~8>wS@k5$*nK%xv*cI?apA_6eIkZpsiNDC-iQnoOaH!R-Sbf0Wy>XZ9>1Z5LF zth;$aZFm$-Um3)r7kAQRGjH?94Fg6%jg!qbK}v+oENyuE$vXuqGUd@(a$MY7|4$JU@_>=mrrUc?1mLrkO-XrlsTK8L#WkpvRkmpZK0;G=R^5lvEE` zZL-BYXZoIWI!3GxCeSy!{WrlB^O*A6p%)sHse&cyL+rc~m1>j*FM~+=kM-`WyU;U@ zoI;5Jcj{_?fymyTSe!82eWHb?Xo+q?n}@WUh`24mgG21*%uC4XxT|eEFP`NLg03op z`CVR~bceNkoCI*Yo>r#R3;fn-`W#d_z^Io_xQ^b26D*BD>8iSxv^puUrf%2d)tqS- zuz{TMmEkMy1~(iEj|5@J#FcVTDwW*MCCu}I{P9w7F}sh1@#=@dEx{X1?L=DrZf2i# zeSOZs1aX=S@Zpf<-xUwRBqzHzg03eh=N?yJLvhP62IK_yyjW& zXi2#FCA!6*`k*aIZS}dueXXf@J-H*$C7Q?>xlCT(V3IdnmUs2>$Jm8oOW?Lr(|Rni z=f7^XXvl07UFB|JD8P(WdNusFTH9#WucYeqKtxl32en$6DP1AQjg3@IUUdn6qZ__B z;QJsz9y-;k0)d{3wKuWeB}K17lDC)d0`&hxAm5gVTXO!gCk53 zrfPGSwZ)`&9(cln-jMIa2sWx0py7{cy(C+$=`I(510C=A>7=T|J}opj^`;B?=2T&Y%AVVR-YvsYeH%kW z*%n8@0H+8!GOFe>6wH zb%SMwRGk(>MUDLYcR+ha3-=f4P@}}~=4W?NZ9r{Tn9}{^QiOk2vHfDJ0RY)qfehcf7ds*#4nAa1> z2g>NnI_wj~TxBBOvI@VC6q>%Hg;!=Y^Ngxe^<-VU=Du09HQpl+S2_b z>sVa~9W|ksxSDV7*Cy3tQs>J1B-RD3U7ke)5Ab@E= z{1lI$_qtvBbJKM8r%D^+XDD>4^c1#@=ZkHd4=kzA4;~tKEc3l)_pyVexgKI+jER|i zms1JUfV$M!5Kn?i>~4A#`Qx1TwVb(4IiRFi4>3ubE`I2QpTL9y%Y8+Euo8QK`4q*j zP29d=jrC4zIRr|%mo!WpP`r1WbCNfA8-`xF**JHOZ}~SoGc+kCa`V^`oG`9C zsrcu(|{I^Jqal-P*)jjs>Vr}db3~g=V zqbtx?x*0}t9g-li0XX!{Fl!eQf0{DTsL@-1(lU}@6pPv+psr&DB3;6+r{xzNgY$hoYj{N07-pF;Rs`D|2D^n7kwsgfSJ}H06!jSr^U1 znJIqsn04^{q`XB%(b}=Hpm>tGI-gOq=EA9iP4Sd!;ktGp_F3D5BR^7KJ@q=br z-)tYubcWMb+Ca|@bmoRF4KS10>`0BNJ$(OZgyZ#ymwejzTjH-;6ON?2x+OAS|5x`C z=Zu1Bc#Y=|qFwCy=>qiIO$9}?wRmFa-2M{3$fy(OHq_rx&eOA0IoEfMPiwZ_3QK)U zb*H!#4myfRT{#phV0XleuK0#OdOg4wmF`$BOh(o0)VUrAMNy{H@POn$Xfx)V*Fy*7 zccHG5$2RgkP$XRvCYPqZ#a#VQ?CsVM$Hs0(0xsyWwa&Xb&O_CPQ~iI7q#D0!Jl7yt z?&s$J;ZM(NWp-1a(4y7m2pivYdwaHT{&pj93*|GBW!-M3zH_10Rf%sl(n(4`9X!O9bnU1EQx%K~+o$bSo^2_$O$rnX}$Y0!As+szjC zr3tn#9H*gV;XcPk#}e_R9Y^h`3&>E4ztmpqZVgt}hUPc&Qqj5PvI6Xoed9 z1j_Vhvl;eM2pf1B8a^Cv?{y>`O4J`L3ctspL)l`SqdoRC5iNXk$Gjv0g5c-!xl7)o z^kj$MM^koIM7we--uGqQ5*=r4HxNK{VvUB058B}89`ZWz+)$TJhhG~F%oaH><-v6_3RI1PK=Gc_9=4f6;qLxPAM7BB*B*c zE?DNH`@q0_)C3sX`GXw=g;T_lU3|&!o;3==O={a;#yfOs&i%@sH`@C{Gk8+!C8_&p zs&?Vgot!6V76H}oymNo%!fl9>os=+m=^r~R)(_eZ23{pVTa)V1!*d*GfXmH8hAPh(xU#Q+`q~whb4lYG#IjAII#X(N%)WV9F82g82AFT?%T!d8LwD86TAs**e zAPZ?xl1$3A+#@YXr$6Z0J{P(1GMX||RueD#wcXL2Zge3NS7Z@`cuaJzS)pdxW3jy& zlK~Q>N=+H7SwRY1RIv8&rX6M?^BeQo|CX@nT5j+5k<0w7ay0#pTa(C}cfx*b* z#WSiLhUU7r!v~HdMWEHIazWG`t|u|4J>;kRzej%0zq^-rsZ0wY{O&;(ZXw-OFLbwq z4N=)vYzbB9e&(BeZCost$8ltxoqnmVM?kkXc%&|shg@YizhyhswBD~ZJV&L3i1yqk zH}ji05k}r1m+eEo)=o@J6T!ES2)wNzu-u``9;^=|X}%`!Sh?G3gVAjm?RpP=Jmv#G zFM)ka5@PmmhL=|@5RSg;J*QSudL10IdK1hWorT-o0EGkH>mn=AOY`^rOT`^yKdT9M%0#6-Ka_*$YoauI8a4On#YolEhx(sI&NN(e#O}xQ z57KlB&!?WisdZfW6yFp?q@KeqxDDOdxk6A^ZwjZmNO(>-j>v!DJ0@SC=JSoCZ!29i zMNlV0)*!@xar_3`=@(&3Tqr1Y<^U|eB{Uj42~YNa$g`rxQx=?_ax8`AkH!{q`pT8Kj49Z1Gq%&5$E@t^#xdBBQ!R1P1%N(=Y~`tWns;n3_Z^rAj&y~zHOCvx}?z6F--&Is%)M@3xy7QDB2 zuwkH~dcO$i7L{Ea%Aqh?S%)%3vc!@1v}FCJL2r}zgsVEX{-d926i7c#riYC*j6gLs z?V5!R&jy*pVeYD-dRyD!smaY#99Kg9B+9lOkeqeH0s&%PR&_rlqtZ1Xsd;oIMeZgZ z;;Vt9!p1!lc5vT-XaSJ-2@P#qI14;17Gy6EUQ>rv_wbInSJtIGEu>z}gRP;`;$mfq zuNxE#=Ar5RQ>Bl&?L2udU9k{=4@_sQNy;)+8B?u{-ezE9gC9SI8qCnoDSlX(^Hv^~ z^htc&Ko8iDSn9D?a*8`wZ}^H`^4@Z_5&UY87t5+nm`Aogg8=kkkT)^vh*zVe(&#{Hf|q40c(l=K9+~ zlLt)x$J}#jODsmJ*cAs6E@;XWmy?t4qM*$LDPxI3kD>AE{_-qxjB*xMapK6Yg++I` zOjRD6g(bN!XFni4NGl68()8_WnsD>TaM6tag^g38CSmJv^|m_^l4xFa!dJSy3`>=b zxoEx5Qf1qy-hWY@_wpl2{c8=dX*{<Ei;&CtVWW5;P@X#=@1H>xXj<}_ zZsTs7wXpj-g5y3%7?7R4GCC;tvq2Pk{!@bTn8)S8aWf$(4Xv z-1s!ph|eLnQK6A~I-up8M)2URhD_Dhh_zoWx1D(5!h7t_8H682$zwQI*%^iz|CPHz zmMWq$=JD{gZtba<$v2N$h_v#l+W2|%x+RMJ2{SNPS0g)e!f=>^!}|wSgdjI<Y>7g>6ru@? z*8$(@XLEnpw>#M9Ut0S?>+zvpO|5tnO)7~Q6(|({ zL0UL|h-trx^dp#3)cB9tUtHb|jZJvQa^us>(~5|t{9U4jmf3rAzCYSE8_R4obn!f; z5f&Ie1oEaOqXQ8kg%8LI>z?}Tf)s>Ll<8Xr&3nT=8And^)VZe=op(}pC`%$)r+$Mxn)RfTkWsrYxK zx>^dCuG&&P^3UM#UtjR$Irh~1_a$edg^w5Uw99)A(HiC4UjewMOYo$7U3a4yhp_Al z%vV(&P~^!jmQsucy;yOFDmnb%$ixR|jHx|-s@JZg6@?&D01=wDg>Hen{H*;-74} z?<&@}t(U)ld?r!~_nhCux~N+eFS0f&=$;S{qAOa~+6r=n7lgag&te3%(^?%RIk~Rp z^2)+%tsBv;cb1KLJG*)tUI9_q6=gt6+mV=VzS0W*(`tG5!AqRxwXQqhBWB7X&)nxO zut~QBzEhgSeRZKi#>xlpKmh&6x-?(itr1hquv9Qev4gCKp{U#;5g_Nj8kFm!@IpCW z*S5%ctI1&q=zxW@DQ`X_GNd~=3Y}e)h8&t3ptF~y&3HUim{Znx0NB13SjZE!kf~|H zgy=kFq+?~7!(S&XB{h*kYYf(FW1L2Xb(Vy)JW3=egAGu*g%}c|u9FTH6YG+mZq}ae zlX$&*ig%WU_g6ueE&k?DKAOK^;geCW`8mxQ+8olF%N;bcYBBea$6svF1*my0k#pn7 z92X?YAdpU}x*%Mjfc^z_{#NGVVxD1$@WG9SX1}tJwBllSR#E$h+MuiFiZowkPEnh; z4J8c1qxy;-{6Pu*;ExH*5A1EB2hi{ne%PA%ruc%&gv>I5RS? zpJF9!T@b`_Jmig!3Rmwe=BL=zEFhUc5dK{Xb}cQl%#MH-%XLL3R$_62((n_eF?Ci^ z_p(y#=1S2=$EW#WN1+!38`#IXz1LZ?L49D zccJU=+DCuerA%JmYuoF_XWnJ^THlp)cSNrPyIn3N^EUcS=plFvXc{Z)@}NKv5~V^wXOZERqZ~2OjCv$noxOKfH%1a66FnG?$GG zLd4PpE!$Q6eofm0nA;(ScRx_ zO)LrI-xUZr=g&YSu(LP(s#p9Qkeg#C5E6r#-to_|9wrFa&s2nPksT(Ox=QSSi$q4y zuHj&ADV*N3IVaE{b(NQ#0Ln#du<2d@l~FqT3KaOuA|Fm3Ln$JT$O?46Hy5qzoVA4Ayz4bE|I#fCv4=gwXF~Wq)}k z*?|cpv_L2${)ZI(N_r<6w3!dWamTtaeJl+A-4rQ863B=U47DP1XYJYRf8Ko9^J1F$catoA(N z9ZDc0y%`Qj7+_*7hI!xY+d%Qhw^e}tAz=Oncou!EtiEby?{n{bM}_DcO&I_vIA=nV zre=ANBa!`&z4=r#+iQ!#YXd}`AD(K6h{L0zQ;S66)F%8tfCp)5VQQ zU?Sv~mu~q;$%jCQcN)YAQ!#2~m{-WZSeZEPar8eV=5iw%_TH`gRjbUtLUN1poCd)W z0`lXPPx4&TBeh75v6L?av)jbI^MQ|Z6xun;{~bK5VZ{?DKi4E_Ol`N#`#eUTYb)Yw zVTmqMB*w|k@+a3A?J*^AGu0kUhJ|}h3-RrJ5Pyd~m4A2!A>eaevM`v|nQ3$oTbxxw~Lz(q;ctlj3+a>r_w{}RkJct3yhEIa$m*}0ej3B)O{KXn_PGOg_~wJA z1l#H_G;VdM!6AY9hT$Y3||^ zh%)$&QBY{62gtKw{B{~&f1Nf%WlqMVm?Xx~0U~B(Yf7fm(Jkkj{rvPjFCYF$m0E5u z#xHI8#*L2vQxA?~E6UB4Y28T)l^_V9%cQo~((VF&Wq$U`TsnzG(5Bv`qoF-mcXKnX zlzS?R{}Sn}SG(2LCHIsX@kvGB;_co0<_hm4pG}rJo}Gdt9S@1 z*zV`*SF_Ojt&JvgKb=mt`|g=r~r=>^*^Ea=%Nldh?L7oa_@AO19`FAh%Sqn(wQ|k?dcFZDR!`#ih2?E3U*1t}5dJpC?n!53DV_>-GFL2?CZsbU zq#~^o8lF5$zTP|MqB1ioSA!cA{hH#5Ve-yW7$L8CYMf_R&xlJX0k=O-KL?|*gETzE zJKD}bK?CZ%&J@PLX1#_v1)2IU1>K%YtmS#zpY5spx&^vtc@vnd>vVzExEnSajmsuy zrH~XsHK@1Kd*y7kp$>i1KL;&^!>{wo8l_OjgW6n`{@5Dua~$;&Ia52?hrS9%lV8+L z^VH?x;vFQpia{7nDK)%Fio%w(if=18J@{5FgUIhs?4=9TDz0WBf(6xaWz!t0cJ;MJ zUk_G|9tt{Ci6$=P!z{qDEwi8M_Ws|KU>;>2Q@$qWm`KOpEDhGFK|Oym$ImY;!J`bN z6?lBi=N{CZ=KYfb^|{?fyEe-W@n6TC$Sft&X=;ML%B+7a3%ZOUs3G>6{)#uh7jr_V z)m^W)l+5^iE*vd%(D9+cvYQZl ze6p9}b6)Ca(QP!I@LpZg!37&)Ob>+cSI_g)EF=JbxQMN{{NBNuy7^Q=99@gXM4jz< zc#Uusf2mU=!WNVmjQCQm?Fxj&f`AmV&736>Y$M5|BT{aFgf0Z-KfKkpg}>{NdJBJ6t&<8kLF}?cK*KrS-4o2Ro46AkwB%b_@om>%dVHfN!!?s-sc9%Z_ z@cR3H((l7n^tZBdmqNY3g{^EX=ox%BejkR`DKjx>@j{GF#6Rz@^3S!RHiRPOB>#@{T(f z>#iq+o_Cj5ksZ*yFwGKc<$JD2(*6K7ZhTYL*lQC9l|$$luK9>0&pcW5J{h}D2FnmV z)1uH=m|g&m{)3S=%w(C7d+pu8w`IJ*MuKLvZ|8b@yH0%7k(6uWFWkGvs-RTzIR zUd7yVN4%a-v8PyEM`!Jna=uI3Jg)MM5@?C2Av_fz(k`(!2lvO*bSKsW*B8ycVBC^C z(as)+ITxqp$8_CV+#{*^^^c|CG?2ntKfD#5DZ`6U!ObIA9GLFN3V{#05H{b;--oNi3EtWipGwfC_*u66KwRs$a)QkRBnPQ*V}j#zE{ zGr}Jg*$>j)gU8JXK4KB=iU{TQ9G@>m&|%r5fD*CHsdv|0J4QYlUxHCSy5ig2PHGZn zYDtZ}p1tC>pnX^aCV2JWbY1myD|K)#Ts%BVcIc39mY2r3Db6jHEK6Q^q^Apv*t9O%! zHhv}Kz-0H#@wrN*w7u|)2xPAnzxEW7XlE=iXAA-z{LjWE-C zA4ei4EJVjJDhb`+87l27z=>-^*fhz z;^wMqI-%}pqL*}O=qSeLOTSAr=M02J=siqOB#g<{4CO%!$111+i6VMi@y>rXrB7Lg zGF?z}w7!MW(7j*$XyK!UwUQrLr3H+?FRGzTGvpp(FRIjYHVo+v*NC{{T9VKOj20u% zI$~*s2595#V+Pq3vfWP>BrX5VJlBRz(1d(_l4Bad0bb z3Sp=JdaoA8Y8fcxhh?6sna_vo$eak|z}GsK1^8z2H|h$swX}2Ivg)he?pgcz3qNYU z>=!DuRZC3Ew&}_4pRLrx9G7rxE(GIf9QTT@qXT1k%V!K@p<-PUB`)Z3c5%8^j_vO(WtyXGYKe+6! zPzKlhS_aUKgRCu3}eqSmK#b zyhpa3p}5$M{O0s{DNhX7>XBe*CAPLDKKg-!M^8Up_g=-~h24Ai=v4^2MM`F8Hx2u( zeq&UthlEZ$5*h|9p-o~p@P`(qM9fb!g3Cn+pHrywO(Xc<{VLdIZg{{_iH0q@wdh7T zi}=WfeB#IbL7LN@yguwf^P?bAd|N_mzZ{TnbBlIxAW%|v!7(*VZO12o8!b*}E^Jg7 z*Gs{Su}}!hny{e?L{w#Xm>m+n@@h@{mY7%!Frz>nF602@I|(vD09&hj`x14l@~)o8 z4?@5s#_bjvQIR_+{^J!{<3ucc?xFcO*DvB{Pn`saD|C@Y%AVOo7MgeK3*&Lp;_Kcj z0Yb$b<;Cf%Yt&s~t)QVn_)B}bS=H^uf(_#+qEBI!GFQNKqX`ugpAuq2iUw?% zh0sMxl>~4Yxs=GycPo1xqngcKXi4}_y~^H!AQ)HT-e958<=@ql4j!yhN@sT&F8_+o zhH77@q2J*a-lo%zmrOV&eR8Hh-zM`2i%u`ukZvfNWBo~fveF?lyuT*p{)Ub!WIlyq z$I#rQ@S0^f+JQp#eV(Xd@7?U(+F zx0L+5lT*`|MlalM;t`J4H|$c=nKOu;jk*%wu**?)NJpE3gZz{A`$G+Vocwj>c!_HlA8wG7GR{8MSbbG6g74C;Lx$eW%Bt3y`5rijL3 zGWS>4>>Ma^fmM^$$DtS+&q{@4Ts$1{8K5hO-EP~A#aY3DyxR0_J z=9}CX80kt{c#@dI1Q6^H;cxA^76~U<1D5~R9|`hzUG43EU0FwPWzzc^9Ycm<$N{X? zE`eM*E3#mh99$F0IqgiNeHvO?5v6)=4XKi@=Uzvan3sqIynpQC8(0>gJ7u}zPuYj^ z_EOIL13bFah<;$y52pbVMU#6yAphZ&iv_!zhcLk65hY}zY(}D|dfw*SVVe)p128BD zD?8fR+wtC6QbQBgpahi@9lq-CO8{nRm#w-CiKJ;bMMlg6SF8d}dYWR3#Oa9YWKUZ5 z>`htT7e))6`KElg47|#yKAUi2wlH!SrMp?AdULxoCfGxLHd}olgr15vE`uJoI2jYM zcb+MgF%a&Wo?tTtp?)xgchK=rkTMNcJ za%b9dMgEcvp;Fak_g&3i>qu(^r>}YL` z*Bk`wx_BP!qeYcVg(O!h)%|3$l8a(5hVg&ItS+E##G zXp#RxN)sAqLR-Kp0whD4!N|6#w+qcqD}im%pF08@GLp0FhZY{D9dk_U+wq_~>a z6Bd`Lc7GizbpUwrquVzY0qzyy&va4 zv6I2*)4Z~*ZqyrUp{X-6A3y%gA>rU$z+Xvr@9(NlbNtxAK1oeBH@yAj|D1fbZiPZD z6hPyl%a(n8gX@!?wvxhDcQl3CP7`py~NX11EO_0?@=wt}namRZ_lOlJC8Ot*o&{?>SC zN_SkKvs{b^)3yQ)hA0s&@tGScY$-#SaqZx);KMxb)*4@4ajqW{@}})C>WlPAk2JDE zpJmQO2hbY2A#8$=N`obK!Jp{$sw>~4Qd(~u1gXz~_`RL&_u^NjDBQWkXOfllhrfc^E=tj(__;Hnw*k; zdr=J)N~=v^HFMxNeBZmkBzSwEA12;|Z_>=Yi<_cR-Q0RUZiwsg{WZ!h+_0p@AxIcG zxxTBJz%FiL7S-9D76(|gf0I|MX)7HQ8IG-SGyS&gnZRfBO#^Ll(U-YYf7#=%70eMB z$;@&tjp^HeunnJ0!ei=`pgXoDd5v*DH99xQA88VKHMkMh z$hXz8cF6uk6VWHU#%!`NPc-=aROxPAw_4+t@bQB)HN$q+@Yu^iuk?xV&4e4O$p~2E z%9SyH#39Rq+L?W7?xk|ajCkXFQk}dtR+io<0%k?=BCKdKtWY*i?3cw;|&xDKK zp8HmsDW@{@?`_GsPQ}B=fm{3*BAy&SngkKVWxArxT=cxS?m`S%sD2yCgQwLNntEZt zEw1A_jh{(hxa(!5p}ahk@HeB+RxcH3%4qI?;3mK94sh-x-Rd4T_ovb4zRT*~0Z&%U zPn)z4n-AiB1siuQYdoIULCywe!Bvizye0=+VE7RvV zXzW7May|1CrQE!~KII-H>QKD2#@e}1GZ7`O7&6zXc*!Q)gajCkWewsSnNXZCeJQc3 zeh3|7DctU$4EsD{8O^GgT<~z44<;CEn6+guS3Dx?;NOaGxWy)_>CBGD z6fLn5m;7yrMLfkw&8NKs?MWwpn;PPqzH`d*ncrDI-=@L}ssXx1ea>>%0HN@FTUv0<%=Hse-d zYCcDmeU`Eo?dE;@!h1DxI;`Cu@>5|k-X==!m(y?ef=sPeFU8UlS;`lGVbji864JPF z7OY|A#A+;_v?tP0^;jNXEEk+}rgKC^-sUIrcES)DYePmyp(B?P1Wsq6^`3wUHRgQ- z%BOM0X%k<-L36rd6K&^HNj)hgLc%KbGw0zxW%CCY!EO(`RY(py8nrgA@;+zA$NE>t z5OF1cJceLfzDZ@>|6nC$`Mr=s3xD<}W7yNoyIqaEY ztsFnDs~yAt0TkUv7nkan10a`Mg#rl>IW#j0FHB`_XLM*XATcyBmw!zH7X&pjIX0J} zk^v}x_61N}+tvjNS>?(Pr>?iL(^Lj#Sw6WoKlyE_B|!CitA+}+(J@HlesIrsbj zs`sj^y7!nq=NfbErXo{TWfC#9GX_f9**Y_^F|+am#1s@{*w_KAtQ^d&tn3I>RB9k+ zYv6z62vizCM<^&So<`&NHdH(YVpf#Zbu<`NnF#hQd5U~L| zf=rBT0SZRW7C@W#j3!3b0988^5YXADnKWoqbtx9@JGu4MI#&F->oqtPyy5|Ku&)tRPD^1-HaT8fOmm4$OLHX^zPzf zYYKD(yk`ff%E$wh?18p_8O#4=zzFzzH~= zpGvkr#P2=$c-h<81I*sr0Q!K;fbTyDUQR}?K!CHO3(&{w--`c52yAQsQ;>->z!+!_ zvPJkO`nwot_7{FXe@Boz;4|wx{n!Ake|-M?r1#D+Q#)I0kAKYnJYp6}Q7I8kEr!2a z{;yJ0)Xp8?#l*n|U}EQD1+cMyvU3A?-XDDaH;%Fq=0sc3bqTM@nfdJZnn6Asp#cJ~Y#rFT1?|-`d|D*XIQT|_<{(mcybg{Pn zQ&0Ps!T*om$OdHX@wdf0bzPj_*FeGUeHm>3uc;>RuiaGunu1(x{;yVl#@Xn79Yk!+ z-zm++#>vde`Ij8zBnff{nks{wO)UPR&0li$KNij!WD8Wba{~Qw#k_m5vi=|4`<9tl zy@<4b${CC6!@M3#k zQ&XV(pX>&(Fx%QWzqL&SLj3_+Fa*Kf&Isw>NTh1{qnKg3SIYnd^Oc_U|iUXZkPC zcU#AQ!S^oyDT4jIYA2BSzvjgKp4Z9R$jRa#oA;p3MlSyf@$U3*_^x;T7kqEa?H~BZ zB;5Z6-@|+S3%<91<@qQ4AM%;FI6A(w^Uqu3otgi^f4&ERKzE=C!s48ri9nELeNfv& ztq7qT)9&~O==0PEEq12yLVY;reu-&=&3M(U%q6*U$;Cc4Nqx&sMNx-`?6vu8ubl?c zZyua?Or(+r=A_24b8mOxzY@IeiOAzF%Zv=a=%x!POJUo09X3Jk&hG z%k;ylq>5ih%Y5j_H17Q(^v1}JHDcFfD{Ur)w?$>?mG76IBC3&=snsSrOw5|Oz&Xsk zJ`8#{6IR6g7Adxr5ANChg;%K^!Tjo=>BR&A%C7H!wY`J~I|yy<4dOb>|i4X*LzMnr+n#{>>Z2#eEg8c`vXJmRwRtmtY*(2 zvn9KKaBLcX1TW`mSuXOkAY~}01ibu@V(O#kS@X2n-Jl?99&T)Ep{v)%CvnHP(Y#$R4pLwVJ&4$n?#))taK6zIL)dUIFrN<6X+EEdQJD?!$S z=wyo9MYxy4zkJ;F4R~F~rkH)#xIS1EdUXks53=> zP)+*I@_KXlkm-F9P7)9-BrtcjZ&DJOUyvrS6~3Zaa4)PNaZ;;uaIYv<2yj4vh5ObR zeaKt!<0vQ&0S}`X!7@G7jHf}70T5q{eBFk^(OZ!i-7dqcI>{KhyqBxv)PbIgE1|Zp z@YLEbs{|I4cH|mBL0ptFc>%7zy2yKnh(XHG(B)|mMK!|8VllEy z)bqSzsqzzxJQ6Jl=*`xsqQtFEs{uQ!lDZ&0&3<)MAWmHKwq#jA7YQ|s^*mH{C#0lL`qa8K3FkoH{6myBY_lH;#rf9XEHD!prG?zTWMBUo$t) z;)8o+pPgb4M+wsWo@i{NFwO|cn@Lr}9ORLP<+nEVvDR~zM7Wp|z2}3LSp3mS;1z)A zQ*xoBqGpGbQSuft{+`SM4CQ1YZDh|Nc~%HUX)WC=!E5PKSX!+vR5`4gPT6(*_Q5t` z&U430QXBP>ooSPh>uiN^g&_Waf+BzKDaD1r`U_SV?81uaVoaL+!&XlY3LlJ|jsF8ftPa}tLB*>Qqw;9DNd~FMVo&HNjR+p{X z7Z_CxkZ>>!LXJ*ReY9q)D=YQhe8_-03sZV3Zjt2{gYYgpD!M8iscGDdjfh&YguY`- z#Bl<6pQj2Zf()CZWq*d}S=w#8c%V~?sLqsQLp(=79cdy0;*4E3rVw1>qWJ`#xfP2Q zoMH!;wDRX2)-g@{RA-`pN?5;Ll_|G325#f#^B$u9+DqTD;q0-`l}y7_O?rYBlO^pF za%8o|ou;LcJ*leen&S;G4sRkM_2V3&37ELzr*J<(CDRr!;&&()%Kn#J_Fy6W0&BzJ z9h09GXhK|YowJ`6UOz?o620({t*2y09S>G-n*gaGEr$7uIH6TPO_B+YR0ZerQod|3eL=6lS?FyAqe% zm!$|4sNX8bz)kgk1v4104=GPrql?Wr!`i$5qKDDe^eCMlbf9#xvmnWNR6*5pRSfg6 z4h3y1te8|>aj)A{s@iKY*kNL{yenOC)VX+fH1lYm#vQTDC*OJG7W2?{#W6i_<)3GN7;qwNuZrlQxN>yY;hpo&$m9}kG3SD^ z_6u_u>7SfMM?dC zUJ305%wJB^ARc`Eo#AbmTe(b|RCv90~G>%gJwd=RHphCtw@4e@~uvqa?8s z>P3}vhJ=tQ|HjH%eB1y%teHw~(g#^WZgk1=>iWjZr>A+euVVyAl&-%yx!7TU<$PMt z7;Y1TcHK*J8yQBHMCQ=4whF;u7H$@c6D^?>f7_!3NK&Zuwv5WLj^H1d6vK#|-Rwx? z7%h2%oX=B~O*Cb&TISov6TmG*$A4N3_5@U8;7C7s4GA>=#Lbgbi0}h4x;>xQ>U?y6 zg23cE82kM|D?d|*mIQ@v^oa(4;Yy2^IqE18+qQMusd!^>SiqLZuCDr`UhGp~aFkn0 z5mHy}4?^G7O}F79nQ%s(9lV~-U1w(yt01l|zt-eI1-Y@FT((Wk&*_b&@bfA0r^Vem z_X69Ag@ZGD-Npd6DJR>+-cAcPvUpd*+`_d(u0rOxs#yBngn~=m!Bc2|_Zha#72O^b z&*MT;i8~ZNAC~j;ups22NJoDaP;g=`luO@HpQx0|2q{kI)O-=%H(a%oN=Ls}%c=9* z{t4}QuM?f6Xs`oMm}pXeewr1SjN<#M#R^M%LT{9ZsC+_UB6SKhKJDJYvXAtN7a*VS zYlYr5}o|Wz>g~0!)O_A+*v;lC~BiG?+zI+ zS%eCu=8^U8(Yflveh3&&Z+M{TV%+i_@W+=Q_FSD8Q;v=?p^ppCUPs4MIv$)q)oqQY zrk1Zz{oQDQjqW2tsf5?g z;ldh>*)^>-iAN;+jjVXel}+pP66@I#zd7rWHRnN>f}?_nlS{1O2PFOKa$>XU`jI%y zsAUytq7~t=&wfpRdV1g7HRuCFN=K1^GiHm?o|{U3otAUu>!!o3FFt;5$_@7Lkr7qz>*qJnrG(U7ftU=5iR%WtfOUdAGe2xFo5aTb$fEtcYcWLb+8$CWbc`bQzbsSLmZ zgZo|+;Ux3Ftle8K#O>-|pef>B?E)%D%%0q~E#?y0v!E$Cl}*lSpJm*)GGTBmUZP~_ zZ4sc4L{#;XEP~pn*EkGnD>gDq`i~N#x!fKxlEgfR=PG^o_(>gJC6}hO59ujMzy4k^ zf3s`~F0z$>tCb;4I?>Z?01o2b=9KtT5Rv_COkp5T*zvRWwcx4V3qg50=h8nTD*|5? zQ=e{uuQY(}A&)0qaCTvFGv4Kq&)8hEoZzDOA9EX7Y@{vl6d@T)YSS5)$h+xx?>8c# z*&z|XI%t+R*(q)D*R)^vDM!=q6!|ef{PULWxHGkLPPWn!m=AO50w-%?89_T;U5zELQzEs8JtNzrOBH&2DN ze_(a|1uV=XEfa`k(*WJn5rJ=gaA=!pm;1zqS>p4$w|`v1Fs5pd`wxpou2!`d!m&2E zHr!W#&dli#o60c_h}hT`?qsi1RT1uAKK>?GmcmlX0+aCe@Qjt46wQ84hWd0$nG&tK zu;EpFa@EflLXBR&5ndw1Ez_KPPxp4HZ27dDeS8k15-!?87a&TpK(sX3jbb+!CaC{= zojB{#hz)!2Ec9d!j z$#LRmUs~R6E9%rA;*9q&k09gBK>t9H3rGmgFvl*{;c$hrEQYG0^9C&{>=i8znaKQq zh}UGva)d3jZZO5*1bSACS2wv<9UxVbQq$PuUCW;JLDC^&2FStR&1P~1whPmusaKAq zUv+UP<5#i|UV1WGw}Nwh=neNsXyk-difA+a#i^%?`;-_=$%3<|2P@n9x|3}|uAymd zh~s>#y&Sn~@)V(~dxeiLq9K{(i|7x_uO?>Gzg zo9Uh+Fo=T8to<4WEouYoZoc%i4RZOsoEPEq!~|TZFy?fCHTqY4T0KjsRfi(<-V=g1 zTYm{W;o)G2k342w@iY6nF$0%L=wNSD3>aCtH5*vz@nE5g5@Epa;9e+yE&$GS5-k-& zm@Ae8MBePd28QI>*`#xc; z0r2CSV4aM6&5j?QgOczJT@#O?+Xi zkmNf1d0)Dd)IHj*FT@^yAb)vpYZnvUaSX1)Y zp?iZj^+p#4?I`Qll?FyGY3VYE(&XB@4Uqc?e_--k!~^*<9+mG_L%D~16G^_{7&N65 zS&=H}$}>5cY4lgF43wH0cR8?Do0@<|S%l#<@_4&mHT)za)=} zniZ#O-}1yD{Zc1?x3fFR1MsT{C=X2Gob*1T%jng9#B|`HyeCf_I3cS~dYdqNxF;xR zTm2Qlyv-h;2KMnVt3m5D#j&#}r8*4;LR*=)_4Cca3(dunj6zUhc=49aJ|q=xXW~9O zxrg|xf!VKD29HDHZ-p+zf=#)v2dfabf*o2u75DPtrV$%|b6%-lT@FG6Efb$A_NFMP z^!z^`Gur4n?Pa?JdOG;9xX*DNjV@DFqG zHnnEgY^HBGJ_X0raikcN4SjxD(0V(~$vsI7=pjDC`>75V=LKV2ZST%ROFtk@rg6XG zZ`wrG7cp;m^^tQ03xB?^pAQ(~P){pr{b;|p)fkiY6PPKYc_-do-764*@f=c9dPfp$8q|g#^I_w z!4lwq>PxX{PiXRighDoB=3F5z2_BvQDW9pQ+qMJe5+s~?-o^rekeSbnerW102=RHwYk{cjM*t zlfYmU!P#M!lmb}K_$j;9~gIJw`VDk;1L2=B0GAvBxNPIU9yO00z2qL z*^y8KmcxH{{t`(8d`N_>e9mI0)=0(a?0MDvkV+P*rV&IJ7)&}$GpK9lZ)?1m-osvh znPHIfN{Er^_=VlOx03RU3Vx`koeyzY(6`=CWFEatPHX#rPrt% zYc4wZFHwJzRakI%^u3ZwPzxcpFiK@anzH92^yDsriZ0vu=do&+FVHOC2>E`ca>wjZ z=LECV9x9WeG9U~IJUta}C~&8YR7VixoMuHfO0cYH-2M(b%R--2`uT3E()mcS)J~Lvjgz~5;-naxlCVXXQc0c zCgA793`E9?Im4-Z8*QKQx~JVW4M10npL=EJG11jZw&xiHi@Ec$o%U}Q9z5SJof9N? z?V|v3jKK91S--_pYlIibg82jte)h-8G?lOndx&w7=kJi#30tUea^4AlJ`|r&#$rGU z`p!UGx2w&wj1VPI)RDG3+H& z{{|uV+pw$3cWs$s2>P1gcDCljh^*9oq?pCa=OptHE!Xev$;Gt&Q6qyvelv@3*ko6y zH!Sy4CD@@RRwp&5SbXV!A29Kaczb5M!Fw@{E9Bx5bwAPCFH!XNp=)V3$O74Jv_tkb&TtzuHIhz(Yecu_%Ev>&E?ML|o4GMVuutC~)w%;H#NHlkW zGvb*^#YVrKFJvxhFd^C)SJ!aIJ+$DymT*pu-+~p>{U`J3IE>eS+Y$9*i#W}Z(IWK< z5>_|8-4}?4VVN;4j*TbTG++WR!+J8`UXpH&Fg(0s_dx70Vde~@V>gCNjUAX{ljJ(P@A5_@d5~;2i*C6!#ll>61FcO6cH89M#4GHJ6A_B*#|Lo1 z&!;Nl95B)JZDW{d2a6C^dMPukG#xBsz=|^{<()ps3h14G;>R+N$T(Wq=Nl>lD1%H$ z&vO#EKOSZ?ct47v92%W$e<<-+pe?)OkC!V>fHI7u`S!RkbT2eZNI4DV^Zq{ zjepdeC~EM3h#km}fe?#deM_bLnI%jYt1mVD)Pi)NY&62-YPx#$#x|bJJ=;g^ExtMg z5XV@9nv5>E-Sg2|ll*2mWK{%Vk8{Dp6gP@6BDNN&h&?OxCaQy9Gc*KBsF_dWx_Ov|?Rp-5Z-}2V zZxZ<3jYb7D%}@m?ku*Hj&Okk$?3JNUJVFTKIte8dl1A9^TqC6wupM>(;AtAJNZj2_ zEd6SK)#T7S)oy3TKTwEx4&QEM)P&BQ0Q`9S1S|B5z^-#MigDEA(Nm zESJJ;?#I(3)TE<@Lp$c#r6xD__TCzoH)`Pskd1S4O2m}{3qC45&inPv+o}n>tZX~! z`6yEX{n2hHj~&Z;<|{>}yAp4*g{oAmglLg}>&e*nFfAs$>&QTrEWt1AEzW&<%TcgE zV>uqrA0NZkeX}##o7+NzcU444@*w3CLTL7s44t4$smTrnRHMgu^7A#>q{;^?%`8f@1_{|t_|CA5(;tmb zlAa6Gln%=w#dIq3&eiuBCN?w8v@4v6&U8KT^vs^NOA?7YRZH#HCG!Uv(`dtgof5h6 z>e>hf_`l3Zh5Jc;F}m|ZrHgJe#?Y$0ylbD2yJO>&g`*0UfRiqh)J>P)V#yQ>NwpfF zYSv`u2jT*{SGH_*+xB`knCg!UiQr&0Y#-PXLEB zu5W{EfoOJO*~e)B@Z1GiYNisT68rr-P4lz~#d7%t33Vo828s)W&bj5GY-(^M1p1ch zdx{nECSFc5;-Uy+Lka1_p+Us?ZL|9X%SV-Vc+sw(CmrZTil$qmFgEdjQO+LG#51+7 z51Ujo`#3fCh`d+cP}E@Hb;@xFlrnQqhg21fw=2d8t;?g|?kMJaKX4a?-A}g=B5^k` z64GJvgK_Hh>JvY}a(|jpgk>u7=bHUIgYxVJL7t&~=C3Omgy2Ri7$$J?N}-ano-MNY zOJL`rLpWWEYe$Nkv$G6;#Uy!9*C%JayAWM$G`bGAIfG+KxwMq-xnvB#lu9$dyk)l+Qoh!1^jyc6z+| zXJxi0DuNH-S)4OK5SNILjpa*K2_Xj0*9y1dZp5WF*gihv7O+zV&Z3?CoBl5wOBP6V z7-?yV&-B|wilMw(CKsa~+f&-S8Yfd=pAfx))*n<(?y9Io4``xzXW=E%3_oDeB@@ud z^(q-M>gtm`eN>)h9LmS41uMn>Q351u%;m|mG zOeIcvt=mlB(C{aj3{~dH!?_s|9I_F*9DKTps!HHq3R;D!_$e%!!ldi$45@$cj5j20 zq1)$-I_2A?I0jB>(M0zd7*b5uwNxaqV?{GmC>3T8{Vr#Jg#6vVWa0fJ=1ESWj;F;+ z9x+AIB{(tCBpYo=`*E=uX*|pkog`E$C4U|vPQkZm% zB`Ka&K z_~B#65TCu6W$uyLDTRq4icK_4-Qnyzm)jv>ZxnK_EQd3Rg-2Fq82u_Qz@~Pf9PbRu zEzKAyA~u1GC9z3yhg#M@bLvj}wU|m?uA=(UX>(D3k|0a&o+=5fh?4G;3VpXof`l6J zA=o#QviuD7LG&j`A9|`4Jku;fkvtY3@?NJN%-Ppix0 zGm2z?K_YyJj>xaWCPfw(7rapF)gMGxgr9z61&Cg|2=U@sNw#5QBY9DdMpQFI&Eg>q z=YUdJa?uO70PJW9S`Vtd|hBp$#gLkn0_tWDXnDa-~KzWRCb;5hVYb znbJkfs?3D!3oem`L7s$fb}Zk6UwwtdGbw|AT* zfSL7PXd}^a5me2F>41jvvZnl3k9oJ6A{MSR_oKBl4G#Ldbuqrg=9YMRmfpiX`7F0MqhDd?^|=mJ$hPIT)z%4=AMgxGDRH; zvGLz(c1bGAx|Q1q$y2IG4i0nY1#Xyv zbRm`+1Z%ll_{3DLz?{Bj;xJ~zVVVy|%A+EFV65RHYNy6N5`&ti zcH+{9_`)7aN>OCOWVAv9)8R?(JT5wXdjH^@P;eQIaeiQ`j$t35&8}XZYQ>E9{VY_S zFmT1#>F(wtG5hUd*CR5X?Ucos|GJMYNt>p41GXja0&Lb)=oW5JBOyC~Kj&=0%;H-C z$>1xjmA`g&0NMN-=QhWq(i`jQ0_BO4h%_o4AL^H~+!u~`k<4vv&hFT&m*?MYDhsa7 z(L_)sIYtiwW5vgI;*nTiq-8TEti2l*T3RvkaqaKz>(9wP_f6dRiJb*+R3V$1Ecu8N zdT!2l&UjQ?lbG}g3>w3c8fEc2|mYeL#h*~1CelllWIM}T&5I@@89xsDc+mp z$Q_0!FYsI;9uPXo0r!lfTj@~YIX3rwR6aEVEcv`j%{WAP>zhJ=Jyd)pl`x`5MEYUF0I5O}_Cg)vj$vo1Lu_Uk>+ zI!!z^^pgP%vKhFZhzFsuMCwa{Em5e(Cc_5mCfYgeQ%^h__boIJ;|>T`Jc7Rt^vjvs z?)b?CLc1?>d^cx*>HTeAbJ_dy*!uacR|#6anVTYUuJao>I>XT~R&+GqNf_LF6g}*)=&L4so7%Y_oQI-$d$0VQ;XL9(gGuMBZ4e$gYAw+6_tro-NUomnshuh!GH#OHW z%$tkC?JZK-&uM>1l??{5Y8BgH9p)vLI8avvnh=*d#rZ5 zF7LY=%0Qr8NE})#H8F9R<)sS4T zFKc?Q>Sl9ZKRxa)RCD(?#nH+n0b+rPil?B% zddW6xlXc;5TL=Sy(6eqN$)mG1Qx(G-Xy5Py1J`3V;>Ga2IkU$`#6c{_?R-I$1W@Hs zC&GJw$Wv{05ERF~?qzM)A7L5CVEH|=8pI7{v?>C{C&Sx>F2fOSTy9vbt#zS_B(y5N zohcnB)oRNc?*T21t8VIQUjyw`vpX`r=(%nq%R_vEsHY@`enjqIE8qv?(}?vE(#RfFlV z>Hw_HQ?`fE96c+ut(jh>Tq&_*KRSp?;Td?!p1&?*lfW%+leSdfd_=DMCY|G4>1c*e@5!;?OLw}Hh(?(C zR-5JZJrv7M^7OEc7()KXCh-fU*7r9YYh^DP*pUp8z)9Lk<>}z}e<`4>WfO|BDg9cS zQ{N-nPpwQnBFSn+a4iW{GZv74^8%2za8?Adb)(B?nU!DM<};>Ko?UoiBzVlx3W|-O z-5%p4V8aSo>y3>d!!5+g7OK16&cJrt2_=5i*hNg_2=QsaTBhsYK*JXle!s@)FRL2l zlp0s1xwVv^Xz2)K3xrJAqAIJNMM?kJ&K}ZC3QCN4O|#5NSRB*QZqtK*h2fgJ5z3+R z5F)O}s=~sU0KZ2hswvxCm)hxzgDe=9*S8x}T_9is?zCAjN~lz{axhNjKYY}+D*)Kn z?TVa?rXJwEv#}lG!ji){;FKUfHP{7&EoyC^1UFd zQFSN6nW3g{o#3(5yl%9A-jX}YZ7_HmkE>9ez0mnzTc27*n@ zQhle@-kP9p)9{*Rq9L+hd)Id>jm~B`h8(%U*1k__*>1?hJr`)@I^1wJ@ulXj69`6Pj4+o!WM57<(kzW1DDe$!d;frgoM}&d@f9 zd0*f!R;J|{z#LF+;Ee2*@~YgqL| zUhX^&MIAl2QF`Y7uu72)fwk06Xq(bV-$ZpJo_HA8K#NO)zi9@0)t8;mq4i^z{=9p!;jgPY`uSU}JN-h+ zAovK|;Rl9f8yHiTu?`@1oF`03q=NlM#s@px~&+{d2{~UaEew!V*CaHaBC5>fhn6sZO#_p36;uABL4l1>!6+|vNe zkjs;dRc%kT&_$O>2(`fUG40n)q&-@Rb=O{hOmx#E3FCy)-$uL#Ov3`7RRv}{iuDYBU125J7SviW{FokDrd;TZJUFBeiP0x=c8*Nf zmw;8^dKcxg_{|YmKAMbzxMmC2)+vzp*_?Ex#sUc%&E#}y3&U^LECS+|y2$4lfw~cY zwMbqI$>9RWq-=^Fe+H0gr7)ym&KLWbKp5#PPCGk$C+B;Q!->F?fU!*%#4}!F7~<%IoGVl1YYH~6)+AH^Uit|adkM>VakP}02gQwH%d zp800dZP1d%cmIHrs$0sqZgp>eIIq^o-`iDU_AzpW%pEx;A!yG?8ivf}Fm0RKhH#S^ z-vw7E0A}B)1dYmWE39hM#Esaz>1tnznB`z-hgar%E8?al(EGg79_qXI@z}s4*OIUh z>7bcSXQ}piLf}V{N2=$s?haSCcgnGKoM9dGtGf@YtZO)f1;} z7r0^73IA>olMdweLT>Fs9eOx;ENmj3w_`)qA%lUGBn@2HzdE*(1A})Xxug z6t?p-?y5U|9iRM#m)`V$pvl2G>3g=JeVTFvJyM$DHID;gi=g9n?7gqJkp(%*|MU;R z?M_}Nk5mR(BGI*WpTsh?w|wu<3)1V%OE!3EIqj^E_`Pt-$Y$LVvw z99H9vph-j4E++y-4&o2ud?OVx(mLawbN(O2CCv!(i*M^w^dy3R*@rr)A*z+XmS+|7 zKyHL~a)2vH3d{*u=Jv-A20g9ikZ2PJ3dJgjkqv6F&#TFj8#q7NR0Nqd3msCq6h}p` z%gyB&25EL_`ulJsH&tZyo`6E9V89U0pjs_P)b^A-w~Sl?ZaTZD zki?;pIyd!_@@P+g-TN=ye#r2sD$(v~rauAvFitpmZ+lwjj>T~Jlq^D1vur1bCMLu< zK#9Y}E2TBaV%4`57Ort5mzh4nnW={qc4l@PKu6T{7?_0MNAtHd)DrHm!Lw2m7#Ke^ zXArDe!THilW?*7JyevW4#0@m73PyH4S`=qaxqtdtL3|T`v6Vw=PSk@@V1ECtp>tu? zNL;FtguDg+7dV)iVo8N{V>Bh==Ap>M>i37plMOO)VOwl%<7WY;ZWQF;`g|#L3WkLr z2-Kax&+wGi(+N}J3F-8?*;rBxOF;*!(BdwGm6nI$%>n0|d9xucYZFN@T{^sI=m%XU z9cbfUX;`v<@Ah@%v0HlrhiDk+;*aGGmpa$YR#qIYAR@cjWAgekvBn*@5)z$#u-C)c$-*_ zge%nx^h2YMX*2K&8p3ZkeE3j`PfE%JMywyN&D8IIjux+{%T|H&_<_tVPV2c(l+wm> zy3RXEQSK*ffog~@mY+&ZCwV_$C1o^Oqu3+9#=b=N%WbBZ8|}W|wD-`*hjvWMqfg^V zQ&H}lNXwX85a_?rf?aZGN{}3z)^HX4xr}#oRI66zT;_C{*Hp{*3qVii9AEX@3y-Sk zDys{BS>23mor7~2VSqbP8z4NZQFL6#2;#C&YjTo?FAlF&4bm{jFZ=tr(&CA6DQH_yEw*Qw~+M6*k;dxI`G z5h#~PQHa3#tAs?J1eB7HI?r~IH9pLN9WHdo5mqsQkHm1~huX}DPTae^IMWZ0$c$YR zRrOe+-Tv};ruelF^Ca`R-T}~uNq+%}$J(Ap`dpK$7JOlSU;<;ZL+VmtJCV+bQ*Qg5 zkJ|H+Hw@rm8U|Ox2r=FSmM#m%qtWjmNAQmq@XJa=`Xi+(kByJYHn-VR$;P_KFsyKHA7i^9 z#qYA|PL|!Ar!7GRp&4J$SE2I+|DS)E^MCxy+?@Z*8*_8Aa{rfq8JvfcCCzCOlog=0 z|2_S$n*Fb!jhGk|Qp7Taz%qou+7ysHN4r77$uUPuOU6h-A}u3B8#@oo-+j#TZgtyk zbXrtzogYA$K9U3kC*;5Z7t2QE`02`(U*-wL@v9>Oc1bco74S0VK8X_QgbxH<5 zXJ%&&C!HF`j1!msB>y%J2_VP=~;ikdTs&-0>6UZNs<*iuJ(+ zVBwg2w_E`8FFFXRcLgXh5@{)FmI3&{IiY1j1i%AC*BH#-0|_bs!wu93p}+UIT~u#dfkrcretid9qQ}sj zrL-z2fR2=q&=@9}{-*Xbd54Jw=5V?D`E$KW5bPxI`UPHV5LM~SkRs1P!50dqtr1^N z{-qWrCi2-a6A=LtWd|D@9Ss|#FAJ1KF@kZc_V(34p>Att%K`!15Fn;5Lhr*913QFo z4Kx0X@YCzRWC58NMm#*bQylF@tq%YJfeX(A(fHTP4tl;i#bKX%MIO=XfnP^An)vxA z2PEKY=?c(1#PJeIfPt><9R#+Rb902G73EXjkoUeGXz9oVL4|$^dO=D&gMtMOfPt`1 z4LohByY*f7c5Hv~1L}yzu@ErVUnf|ua$hIQAIzXmpPc_VX#o4Lq=_0lxYH-23%ft6 zKg=Qd^%vvA7VQ^z=vT$<7upNJ4dLSI^n7vne(@!|ZY0$fykrQ9^QR-91w1cwC6EOSfNE0#s@D7aua_#j24hQz!1q=c|5S(3|`;}f9IS{hHwzp=X z5DsC3QD)^xNmcsYIs2Gywykk&B!0v*ey7J=cN;Y z{#NZovX?meTg9A<gM2bZ8E0zg(v^te{T}m?}~{XR&N%cPvDtyiv#`Xg7=% zW6Orq?mp_0@s`Qg5{*_{KG}AZq6=IqV+9Y*i|I74ZE0XyTB)#q$8lg5mgLlaIIE2! znA@B+aF2o2iR6HnT~z3-B;D|rB)C%c^10dg_O+f(R5B9*^5dy*;p&`O$wRH^6*nam zmJaa$7_)o9RScb}w*zbN5)H$P7JVtzdDD4c)^R-$iJ@GiBssp{vn# zb@e17!aTrK3}!L_@0$poSul1%3T%V!Q1e;?Dwxu#k5i|9-MMo_WY$JLTjzZE({ti4 zI5R^W(M@Er*&GM!Q0G25!>CO=P(=!Gl!XYoTZJEMr7-=FX>Q!X8;|(u7wOIi)eK#zWSGR^vD>kZ!aCDJGo&k;Jox*ds=}vL_2hbM|{k|fA z^ZebvbC-ma;NoTC_IiX7!bdxFD(k)Ucg}eLqUh2aPvpD(?+;K_&>s?atDWriQ?0=m z+r~OpRnQn&CbJhZcLr^a3jT9HG?k41*rIt#aaZrVGF$KXtel5`8a1v&`1lUNA#bJ8 z>!4={qkT&o!>8IuoMIq{R7w=P$FxrcCO9n(3mB{ql z^elf0-66mou%1$-+T{dG51RbThQntZ-N{VKfY8#(EJYce6hW@Os?LKm1%!OuN}LY`PS~J!~<*r7R2}qBtj2Y~OU*{Qih^P_XOZABrzl#-%3sN_!ox_CQQaPxpQ5v&Ybikf}yi4Sck#GUG zIn+htT{ooF>!we5S4xjfFlQ45nD|lyXey{kPY?D<{6hImElaL%?#Qc+J2q|vHOP*$3ruDr-GM0CX=Ywp(_Q%L0!sR->Cj)(3!$P)jagBMxAlGxpEA?ZY1Z@9pGyN+OMaTqKLlo^Y}&Om{xaGURF}Jd0y-ZP7l!ytyMfYiHTB zkv)(&nE-iD=DvPCe#Q96wNi0VU;CJTUBAMMjGLQgiuzbdZ2J)?K&UjjWw4h2D{cuH z^(X{|IX)e=<|rqWG*IA+Tjabc#W{5!`yvs@h75NKHGv3CgPs-iO&~@GkANJ4C-^(j zaCwV{r$ZC9JfT1)hwNC&XQ};LC@DAgG=eSU6Ay0}2X0jJ!jJ)wQVp;bugEus;q?hM z=*oIISMy0uaMlBf5?3Umt4WfSUCp!^(Jl3h?IqUs0(?vInsH0X=j*D}LI>W3v+O$i zc5QyjMjLNV;1+cq=z`%Igwmpo!{L!j!&4GjEP7WU4|{N$UT%6fo?Iu|j*qCrtSyke zw9HW=7e`jbzGfB69*+w~X!e=SQeJ8f{@|A1e;xjOl^6qT(mtjlJeG<0Odeg@0)-tc zCE2weugzo{Z+YB_6I&LRf;zczqZ@;UnYp84-qX>h5@ZNb>7tnih%IFn5Za2itWBKm zYC~aa+7lG<_3Zx~tlFL{-p=;Y-Xh53QJ6YtOBdf0NhTfM1PdC7D@2u%*Po%&O3ke> z&LDXl!-g+|5Xja|~4 zb6D}#4bKT)Z`LD|=R$85kyo5Y&PyZ>RPG`#{>X2(RVV^hFxj`rw|0zLq1gKZPDlV) z-J7p}r<1@v5yz3~#AbIchNSjL!T8o<1T)_mRsoQH`G7Q=v;Xi@AIT=liRHaX9k!(q z^-|Z&HlN)y9`GW5?KyDj3nRUFmY3F$-(-qr%-k_))b5Di3o37Xe3!RY_Fp`kLJlf! z@Lyyo3FHy>lrR0u@778#c#fT&s85OKLY=}P;w?ogI9*9S^WnV_+RC?LLaztsxVpV@ zV+>3hwanDp=)K8tEALxklvkyWDN|XG@3$=<6by4$w^(t%BRx^w+PfLr4pj!C)#hfr z#hKa^{_w2#mCQtjUV>Z`YGK;!G^>992fHn}TEo%rKClx2f4j7Yn4YX730KA?&D#pi z?o@v=9V$ni=2u^`^S$2jbd4^wn>ZwQo&gRCMVL1e-7{-lISF$J-fzMWguS(==g~P8 z7hwmk#0pPx!%El(VF|)|^JjS7Qa&stMvw@R_iB43%QG!rh_^#6LPB}ZI!`~!1M0`1URiV4G7P>N=gp!;(|+>e{Q@f7 zJvrW+_s26k=~I$4x)T>UiX}ao_}D4r7sU$x5X=xCFO8B<+1tYqSvyQ8}vuz5a zG_}cY-Poj@{#bQ!u2UpAD72956$jQAsToSYr@>~!*+m^YyEK7%>;=>ntaR#82@nLA zXl`^RS!gM0mih}Aq!9W_+3=-2?u)Iz#(vm6zz0U>^H5Ra4F+&xF-t$ZcQS|;7dl-v zKHz0&d%ylf=Z8dOn0?uA$dl^A9(YLDbkOGfI6un>uJ93fo~!p+H-;J>CI(QH7yym^#skH)>d=XmY6R4Y~ZrXnM+mk_APTZ^jD=)3h>a~ z7TtU*#O-v}SbB#NvG&*!<%e$+=-!m~0@(^QA6Hx+iMG)6OUS&vVW?TG0!v2xJGzj1E3bpG8JNg_ja63eP3@cEx|Jnt*C+s4K1%IZd4VGTeq&3)6w5AVj< z$M02{yPJQJd*)?NTU+Wa)hEh>{7g>^Pgig8T8SU=ZKJU=%ONzDHEQ6VI(VI1i3A_k zXXzYQ=wg6EN@B9Xis{2~)`*#6*OG+iCjY65uK@lycfa^$2os0JX+Il>=cP7G@GM2|Sc@kAOq_3Pe?wwGQmsnb zdzJy##&Y8}Kl&Q%(7t7j>Y3OzZlq!0sPzLG@Sw@3ULq#ul&WJwc{wubdwP#$T=n!;1sWhb-}s00$9)gvoi~R) zULGam-l7i0TV||9a!!6W0Z7zr;2MH_w9t~VjWB2W996VLTH*qT)vi;6l8vdw#zA`$ z`}r7mGlN`7{m&MWKQeG|a_4>03(T?32Ksi}+C3^+t1N^l`3mQRE^RX0ZbdS+XR31Q z-!R8|wh_N@BtU=z)5!$>K9XkIln>C22333#(1K10na!}~p)aF8zhfQ!(79&%e5xQX z*rJS3HaG&JJ*=-^X?|zJ(Tr}pZ+JUT91xi1ff%sE_laZeRRn>=82yBA9%0?g5Y8rY zZzn3|Jt8Qz#IXlS=5PbUEnb7`!i>w(kD9HZYH9em{@aDZCE`;v;dUX4%GYCjU&_$35DNE0h$T5fd1tL7}W_`DnEO3|= zO^S^qxsM)uc*dUu>kJKB<#LoT%q&$5dADu}Q}2dTU?}<>{jq*+(qqmm>P7ckF|Y?( zhlv~+tX&)k`W{S0q@gTC6-X`sCSVg>(Yzn2bMCV&adyR2CG#R}Q6X67DvDClqK_C7 z0(QjnL?>~DJ|7mx(_+x;&cGvQHCN2-l`(6GYGP<9_OwweP16AO8e`es_e>Fy{25?U zEx>vaesHYVuYfsO)RY3r;C}vhky`#thaisiEW`$2i-}ko%tZ!!k(fTN8(X=VG}Cly-( z0W%DEaR|J~`6KNive=>8xedFToPT1P*}XM6^kB0G9XQB6A*0hf8)GYiA*F{<`}3Dn z!>i+d{jkr(g{B`jY)m5K5p9S!?K)rfv2TmaRFJnQ+8+pYod88{eX~lsp`ByXC#Wm^ zq3SpPU;iFhQN9ojss2)7zZa1M8Z%UaD()PhHT0X<*fjFPDZe%)r-){j(BM3ECp#D4 zR+dXxW8Ri|`zw>^t`HiYS({{cd*8(FI&L&T27+7*9p_arOIP2!5eHW>4J|!IUOq{e zeL=W68g4BPW2lgbpbk}HMoZy8OA;Bb9|?8w@TA;twhlJgy}(O;UA1cHy}LkufP4gS zXw!h`Yc?Ztds9j6aT#$K40%nwu*(K1ZMtmK-fdmC)IVNMvK2pT%CdlSuWOfwhYhDz zh?Np$#rtgBtvt_P@5hO+f_5)y>{`cZoRXwAJ>PIb@5g_zuXu^~!&Q%4`7}_>>}YpC z(KPx|4ahW2#v3s2JlfRG!$6#+`vd}2078nJMFG>=PrvOv*}G^kXy|X$e`iPN?RWcQ z@Vl6q3|Kj7E0%JVl3$yme*qR1}X1AE>uC|m-KeglJO17TP(1#pg3)7Fkux1L~G~Q%0 zM(`-5ST0Q!6gL)qu@g??cakaR}+)O$W`773myx zA)!rtdK=O&*z%{)l3HR|gqw=O@r|D;H#8#|4@yE^vcC&I*LWZ3ZPKXn$7dyYvd z^~1KV;E4U0diSk7QAh&ttC;q80&I+e4(xuPa6BtBa*qr0Z>6>g+KOA+hI$M4&L8W` z=sz^9bb{*cLYsb0YwE{E38nHo5Sp^pbCcL<59!0n5@s~C`KDZ$b_fe9xqD-92AikK z3e(V5nv0$bZKa^y@zuLqz(|1>y*599mxFS7#D>rk3>e4gNIr}JGY(jkmHQME=@n9* zRz3&(2Mi(PAG%k&0!*m&dZmq>iMX#Wj`J*e4|S-1HW%)CgT$(HHpqja6nK`(X<0qT z+ZHrae?nFWn`g0DI}xC59JZ(C7K7Co5YM#Q4TZe(3^n_LOgVE(aZJiGHrE_oSz_@x zkcir@Y;cEV(K^Zjqk{67En|gxMmstk?YcdA>GZ`n&n?3v?dUefv`q6?FH%|}JvVjX z?|*!(8C93!n--_9-tvdn!m(v8ef66aEIDNl2t4;cAf_7$iHRk)<`mf=(^1?1N{&`W zI<C#xq8*u|NMly{TQL&84|MLSCvv`#?Qa(Mb`B$GN(BlLOv|&}S91?r}tl?-?#U}UiR+T$^ReHf+I+$1(J&79Z(%mD`i86M4{WlTWW*ga7 zTJ~;m9+ElU*I0y_X-3tka7rvlT-EY`W}641Ri{+|`X{}7wLTS7ifZl#z=xi-=zgz! zL4VDUOPV5+2I3G-3+VbFyA&Pn0JUmFaUo$&%(nlMjX*bn>Z)05tHftSz;?xr0$Kuzf~4% z+oD}p%bxQkwul^^;B860HpC2GN$MA{gXDl<*EqDOW1JS#K%8AtrKL9QhKXI=17zh+ zRYt_5>P}EQJYLo-b2SVHLK-2sZ}9B`r)wkQw!|C>knKk>vy6y9-Q#fr7o0VFkWV{^ zVaN7G8x4|sk%S$lfNrv>l@kX`#eBH=)<420T1Od4H#b?mDcvtSx4Aqoxv-jX{S=`8 z%^+b_Nf*kk^pjh!a$D{bueGn!d~SppO&UVme|jnwod=&g#|@L(o_DY!bu0VR*y)YS zB;c@XAG+>(uoTVQ&q8TFBCjr^2r7)VX%bbhn!Xth*<8?qvCAQsH@f z@J>s1@)tPfA6{fBg9#}0-WvfN=}DX15c|a#9w`g@xC}~kR>iQI_3~XJ{O|HwyewR@ z!*!>{GCqFm@xq0ikmUayO{e!OF0;*tbEQjxBdJV&Wj|@D&YrhB!QX`*vZjrzl%Z|2 zAMe{eK@tGFFK6#OQB0!ll#RfuFr#44rMPYcH~Lx{+f=f}ewVAhJx*ZBpKIk4{gR;f z`RWJkC#0zF|A1Fn1; z3j5dj`$^Ls10s$LHdUZSlH5Idm&V`pj&83qjKS|}qZYpp`^IIdd@V`G1p;)eeK>Ij z24p+{D{Y41{B&mT z!_Cq+u4}+7V)saDmxN>}wOpz}z#)H1V;vQLu@LCN`*uJ&H21!R# zC2<}PYGp}3rMzS-FU4ON@HZad&o#zU9T34=ecLuoAT9kl)a=-(#FB{Q{cN?tQT}+P8tl=> zEv$2XqTd;PS9}ID7tc5dENtkpfJUpR%?=OGa!XHcY_sCT`{V}BKZq4>*CelH)#9sM z;(+{uS@U`-BgK|z2BqmN%>IYVgYpyyXj)D9*wg6mm&TsX=jD$5LQ;L;5 zqD^J>m=7&1aJ}%!>R88Ww|E_Os*LGxijV#FUnysJZ}bq5Ol^k<59aj?>?V-2VLX=k zhUjXTl6KbK9Abb!JK+b~s8)k*{>`nyKH%jIx`o`)Ds+tS zJBcfK78_=zE0Nz+vU2(fQ>U^dj8eUL*?xB~00CLWOrTXSrk%QQn zn5novH^R%Er@3Rp-h;Q6wNIYE3GAwrOS!S&EUc#Zkz`ebX|5kxK2D}&k) z^pyGW)#R$3icH;RDlgOBlm*W#-NOL`eT8$-!7$xqZW?=QbBckg>3`@!G;+ya(^124 zmKTWvx87k_e@$}~OPjJ&KuV{U3pjB9y4GZlY@=rA4N_E*CEEHH|DHFVrvt)UVfsL% z7+cy8U3o$MaP$krm6W55;7=;s$KaE3p?agfE$V^0&i7OnXQ|Q6m4=)~W_-P>c?CKE@?PJDsMD}u~S`%CXHA9(PhYZtWuraTll<^_yl$6C;AApo#NT*$n z!tQ6VJBlk3X;7FjWfO)Rl%J86xKQPgaX#ftd^MhsYbrF&^_kS>oaUole{G{+FOaU= ztFe>)6Tcf>4oANZb|h|06&BX*3+r^FoS@0~nx#3K>02BU%MQYF@VYuGvYHvyA`Bvo z>Dmdr%5ZwwVTvJ>zlwUv4nT69CB+J-R6(+D9flT%~K77&ahd_=QMo6{RFcc`#qYSPF4 zRY6wzTpu@h754k(uV&mfS|9u@N%a@#Y;98I{~2pQn>m`;z;Upp?P!2wp>VSP?^c7C zi;d$yw;GrbEZnRd|1F1ag;c`VLFbao$M6VO3F0UHcD;M)FboC(lStAZ-I=1&)MlFi zCK08Yhv7l5)b&l4)&Ww;`^xXC`|9mqv6wquW~TA&JZHo8k(b@LWNGdowM9fr1QX@o zQY<1|6N99(riKAw`{3Yc=ip$_!eTL)G&>JSuTMwJbGT%I(7Oi=A+)(^AiNxtf=RBt zPGNYy4G+SC>_P`XNQj6QbajCU85ksdp`bbxfbd38PeJ9)fGdggRds)jHG=6kmd5W0C*A>V4eS8DHsAmsEG^2Woz5;qFuMMUoZYr;F6_uixCVcZ5KB8YKvtUSiyyp>M;GPQA9d~YVHws zC*IEGK7*0+?Em-#Yhh`Ny||*X6VMBIb^28at)_j+JkbsNMx05A0Sj^m2Y&;92cB00 zQr6lmcnx@X3ld`=6D$07yz_(p^k;&>4!H0`R|0-9-hV=`%@XdyLXvC<oxxaG{ zKm~$uvDi}d!P!6un|>vIY$7y&pl=!W;7{RS$2|EzegoOu%I(#(_}4`W4&Z-z7yH`t z4_w8g!VA020^HwQ6(yl|5U=+R(LtQ<0=+;reDbgjNZV z%NHQo2T=H;UAe1;HF}dJJP-I%C<$yM)};x!$fe~zfV|V$0s=pCEkAz7fAyk%WgmQT z9enA=2Zbm7C3a{Le*Yro9>P7`zr)_~w-Jngf>V-OKLh#fRTDeTtxykN?GwoQTB?i* z0oLh7@EkmZr`Jh9i3|dTFIYSve{s)C!iP1re7RbDHl2MfW}qV=Er_-a`U^8XDR*^! z?R8@RYTo+*-}M*%1$2;HKG}$UI>+|1-Ww=>>4yuf;~C%SdiolPfDBC|?gsk-4^J=% z*WerU^H8TBqgLPn0!|ROLJ&?{jlz9cz)sl5TgJcf#+M4_-KqQ6qqmkrI8mY&pI-dR{%fV|Uf|oe__D7zREOU-u#b%d3Oa z7oSj{zlT3gzM#KurbO~Lm2A&LwL_Y~xyoF1HStOTD>^xlmk zG(t?%yo8mrDT>Q(yec(WnZkAgbrkmJuWsqEIgN{czZ7pxNEua8RA3$d9v@dQPO6Xt z3?|op`p_#ToO!K~LiuLX`W^}}8xicW3V+9plrXQ_hWroI#oAt-os1&O(pvbrw1(Nu z&Zt!(5~U67w(GM%BxCzkKtF5ORc0M=hx|37C>r)VPG9c%l9$07AjcU2=;V@K9M%|u zhJuTvx?W|pCTufb#uh1vV*T4-AJNdiE~U6+7bfp^Lur_9L3}!gWYE;KGuXd1p}Di2 zI!1I?8gO#gdTIIL5O5L~V}D53ws7qnvQ7ohBn=jnW6tc{4@ ze%X=V76m=a+@C|G&_urzoKU73d!&p;VBcj`p#iJ#AyT#Hn#m5IM23vqFE&FXE>G| z7_Dxi5l^P>6)Id@%)aTJRaCTva(CD1Nul%}XLd8$9%8|1YJ0mqpM&c*2@?gckf1MK zjWRaME<~qduw-UXxw&|4BAFfbAZHf4AWWS9ut*-4fm{-t;sFj=dC%}(-@xNXpG+2V1VTX!NPQbkm?P& zdHm)XLY7?VeS^1ZP**sHXp{>%z6r~68BsOMF#%DePH{ChOs8wSnIqKDhq~{5qh?2o z)z4YuTv3&Ca6Px1RtgGc9_sGuRhtFYGpCloT7$Q!A=f$201)(lX#&eW`_yxc84K1>km;#Ayce@I{i9+ zH7wpH>Z2a>&p6P~-Tj1_`{JeiTV`gcbBP^u%EL1~BLsnSs~e%~)KlGH%OcZ6hhcG| zwfYaoXPqD%a7O)`Y+%)#U|zDrozqKN>&}G@QRgV?au$XK>F&&F6<*RPSO zuM|&X6KB=wu&cS%?s!s6)u>hC3WfP2p6}~r{?`$F0td|>v8BfR1ApRB%Njv=hz~*Q zG6kfam{>fBaGY%|^ekjM5%!p^^wTQ%vQ-eHPeRMRxQd*`F zFhe`;0$ZpR-uI{Mg-nSlkS#&Q3?pVFCj`*PfBj!;SJBwSBHM+zm<#E!#MOd27OV>T zU-jX-I+v1+(R@z%Fxrq0VMavGxoUWiP?&DoQTVdwlgEkDRrdNIqu)E`yGl||;N!Id zMP8`I8t9SO3th%-1;$v4$FSSU_jH_1ICL=$KUB)Hp(9KuN4}f(Re@K58fPU zCPUeb(Fl?dG7w)OO+LI4Eda$6CuCj-Z zg||Tnz&LU2clV)$KEv|YVynueN&t>ZZOTrH)QxDq=U(;wKu{ts%?igG=_20yb<$J9 z1m@~c#BJMVtk$;%9QcG2bu#?aSMn`NKuW)*3_5L^l`a&W#MLiczLL3*~dBtiw zXGwClEF@KkHpl&711LY()R9PT?>efGfjUW7r$$u<$^7$ht5h{H`uleZ@t1=pU}}j( zr*0c{Z{#5pQ!)vY1s>dXXvHK}SlP36Bh%8b7it^2cA>R~KEM9$>P#VY=JHDM@3Rxe zeI@8n=MUjnWC8yf2i*CiqBaW-;KjP}^1O^RZL}BvSjt}G-eobep#wGAq#!vWFiU1l z)!$_z@8ia%*STi?w?Fc!=GSNzFh!Q8%Ka+dC8hRZsBt-8T`yGi)DqSlJmqNPbQDoy zPe+WeDrAW$-+@q#@%6(*E?JgIu}qtSX?ps;?vnDX^q|c_R9^MAVG;?~d?h@SG_ZNL zdpBh1^nty!<2EkZt!VT6&Dj2Hnjk|QIs*(M(hfeuJp5mVv(94Jd>g(YfPKy1Jnu%? zJ4wRJ`fjL&F%wqGJFLLJxHeyRq0S#o>L7*M$CW}95O zhnv)dY+SGU-_=#(R*N&JnH}ablM;xbrh84M_J}XpBmUgE{6;Vl21G^Z77a~3)|Gh{ zU@CFYyL>-w5|G~fD7DlnxEKN-jlw)nuE%)c2R$p^_gJzp@>rah`WeSJ$5@nJ%VdT~ zUiJz{RS76>43IqkQi!=@i$&9_l{-f;G*>%V?18AEKjddR1ke~bD-2E^8m}*Y*6Py) zT-WCwUA#CK@$%c>13LGFrV2MC2Ew5Z`$Uz043rg2&NS8M4ZMCd@$QT_Gwz?9D`BiL zC+pe!^GPMK5meomrA&4E26n7F{|be9Sw_do9iVvFih#rg^+!kK2gQ{SGBnYO!2gD6<vWeFuO*{c{svk z^BjqCTCdhnU?#?PDv^ef3nyoZH9p;*$z{7()Q3=1P4d9l}srkxp=qDh@k9h0zg6;WSHOv1br zhTNjbcy{DCldG4|)@#Mkd=Oc4-X8$8w)(TXX=;E71F6uXnJ^SAY{u`mN0t|K))lAf z#P;;C5j=F_&6z@tGYU(aw6@EBBaM$L$>D*g@>;fj_1uqpI8sS*Nv)N4Q&Th)Sa3{q z#X5@gzjdIp=wQjxf;4;UnI2VFDA1h!y)=joyj4-@=-gxGxGBnCHvft9y%oxMXD(~R zSAJFs0+*sa566q|U9GS}6&i{^Rk9q#RxaMO1k!VBj)uFMm5yiQYNwu;8#-nSkg@4@ z)Lgde;!J8^LJqZ`H(8!fBLzG>E4k*M7ed$1zgym1;F$LmtWN0WXze&#CKcskaVN~l zf3Ek)N_oOYb3vP!Y(6Cd7m1HI(g-LlnM^{wz+-m1tKh(Nre%*u41jv5Dw743CFYzPtDWh|^T=TZUcQ$|L zKjP%vLYXdqDryAx0=BTcmK0C=?#LeK&gAImDgPM09bHH%9O*&wCE&KFzvtiPE@WzX z0yhfBklFk92hqAC9S_{7PKZsr)A4N=4{DO}*yulvf*U-jP*>|P^?%nL$FG;ZMAqGw z+WS;_tnR;Ukyo)=^4>ELfWP#RJlSC9H&4xi6DAKt;rOEE!*}ULZo>|$bh+l_@5z4b zoL7caN#A&?zN4uJX7?ygNEIO?$Qhns0|n3!YIws+>x6KBJ#ueGpRj&pYhsQ>jd`;? zL0Ccf;aHjd-88-~?rqTL*JXAfbwN%(Q@PB`n1W(y!7e2Li=@MXDwTspKD6dle;cEaEA4>@onYsk%E;J_USp;09i4}m~x_z(Y30s0I;M0 z6;(*-P?nP?0Tnyte8U-KsWZNxTO*7E%*9%af)7T1!l!!9A4Zc%3vD~Bvo)ioqCadD zb&}c=uZCL&8Ss{5gN>seu!U&KR61o7U6#V3Ktos5rXui`3W&?WFfN1XYfGC{YgP(#$s+_ZSh10We%2kIe)4 zehyWBKIqu**cwR*4E{JG8g=7AiyEeFBCThGhw(dI>fVJ)6(N=p9|_^12E7daAUJfz z8r;;SX{!k$ zUNi#vB~I{9p~g+=C%J96wnfl22fBs`hr_3Gn{{`m_1Q*WeFR0yz8;)v*f;rEuz{KG0m;XrfHzbn4~up!Xl=UWP9TH$SBpRVQy|^CxykLkOVM6<5MS;F)lEnR!}$L)uT#>>98Hyd#URg;HFrJeDAtOHHYHXYCVh7Vh`c61n zyfJ)@r}5G6Irf`cw`;_!Sko)2o1Gy7S#rPlW?r>NX53OVwxne1ZFkdaN$v~~4O!)v zlWH51P{FtcKKUM%jaV6u#PrHfqvB3k}7KEShWT#^X<_7c;5@-<{_s z)QmA&)K+aEh&X!qfGcA4``A_*WkI5H-&AVGJv!&F>P49@f~P+)?r8+@t++B5!CkcV zt&tgiCwxItgfgbo);??zF!ckPCjr0bv8RRv;-SI%79B1vd!(4KxU3(}I*7SnT6%ay zSDOt;mi>E&-@jCNv8wf-wW@X)Rq@dl5k-55J?A^)jN63q*tw zgBf=;CcvTbOfp&(Dj^BBb(L4M$2K3mNQv=uz(>Cm^ zV4Z0Jm1ifakzX=kQQ*awDF@jFW(HHSVH#_f+T1lO^7zTrwl`9PvIvfYJ%nv7hE64& zUx`D3*eR&3&_jrN6WwIrHKQwe2X6f+J3-1OqPh)$2eO$`ISv2gN2LSV{`WSI12g%s zs5dVvzmq>R%q`BV$tP}+4-)(yjd#k%IxCHauaM$O}*ZTGoSSfTSf8-XcgL*b&r@vK8dN*haaOf#pi z`JFEO@0E5h$x9h44(o4p^N-XLWdD9UTIF72`RQhc2E`;Ca}82{XRo=znf|Lqrx*VQZknY zaEg4!fiqA?Nk<&C{?XRYMDx6j8nd(rh{Ba&OIBRHyiQF-DAK+Ij&o8!U9!o(_y4$F z?>I&>2Sf}M8LkT-Q2;nVpd}U#`qlT4wW>C0WPC1|1_P%vJ0{NRA-?Wc?UI-|_mV{J zwm%xu({1n0KqT8At5j4|99xA6FeU zeQTjPBi6koe^#DN_Ht)wXoajk>yYVFnZLlICpS1L3wB9TZ{j3VvI&7{EukqamhtDN z-b`->)GLk?vEBshlfJ6iibpGe-1EsNbT}418mWz1N7HjDr z_1XlI`D{Vb9n=TO8DKj`Op`1BjSMzi*P6lZLJYePs#_RGSSVKVFqp9eUMw}D=B$GK zczutd95*<35r#u+KOU3(+e7Cz*+rydw1l%>^S~$I;H7JNeRs7EZ^av!sNB0Y{o!MO zQM4}O_)y=pIMT%QIqy;&xOkLY!03L(nM5re}FhNiDN1@yK8I z%oj>uizlN@${zgI!%+)xQ9-LfFS+OuzFSF|r_{Nff#M0~Pm}ms_O<*xj4S&FuZeK> zhgK3+_bTyb=vXao-xg>dRP%NdH>>w;0vZIf(L{$_zDW3X_TWJ`(840Zj0M0 zf(|!$Q^K1%ryhqx{DYD(BV|$bNP_o=^FfCAG*3#@!)qT#kzjp`S!4+mY(Yt|yLxFC zIP}87S%BHWIA4+QV>ndEI)zJOZ2S75MrBR!&qKKNEg2GvjwtG8b~|x!syab7lmbSl^5Y=jhnfj@M6U{2>e& ztOfFCD6wemyF|(jsLtW%Wd8Jm9oO zi4K0Z?5Z4!I)Ke`)*Eyz6gf)Ho*ujiUD;_)whxFTnD zyzxh?7o)@Gj2swlO{p|Y5Jr@e56y!^>mYrJe&5L)o*XgaF4squ$Xd3*E18&`zld+3 z5JYhhqvcZhgDuF|Xr|9UKN?#lV6k%jef@&-)oz(`Y_{fy3{6a0NOLaf#Ez1_rII*N z6~lO{1DI@oby`7BM=_s9DZc%B5R46Petv=M&?zwS@@{&?s+L7!bR3%{S(~tz$?-Gj zXR!>B0|^ZFP}uAaa(kTJs$TW3^J`^Upln37D&`*-$V^%*9a-}`tVE#&VU6tm*H4K- z1(}N{193$Ac%_1OO@i-9B!a?R8o$(lyMJix{y#HYrOO zxIfNe{wRM^1r)FIm|Uacr6c~)-W;OUNf};yFizk`H57$!9G2wUwM80fGbxHGP$P_P zuOovLzZt-3z|q3s+U;#I<}OGeSdra9x7SMegLkE8o9C`yZ}ZdIEjnG^3F<%CI>+WP z!?xYVO=H`(Z8vrr+qQAXwr$&K?4+?9Ta9hKeV%#u?AbH>CtP2zW1VYN8(H=mh&}+9 zmcY>yOcasq?cx5PGW-v8c277@KlVgZuX50;U=|KLNNPl&a5WYt{S+aYLeP9xo>nv+ zuUC>!bX6%yq5mb3N&CXl%P;ZNU&vxT#1a*E#q1832r^jUXQT32FIUyUx zMIzgc7w|7-A5Hy@2XHrQBU zV;4E7FX=o>vpTV+g)i4&)K6)m-e`^7n7KTGc*a20%yM`#+q%+^dUF{J?=QeB@OW92 zjo6M$>Gm`2o+@|$4dNe<*B~W>m`DB_6+&96vJR5C)phl`fp%Zsd4@vH++T;%XA!*p zwCUukvmc)ZLoEk~9yvXpLDf)|mfJ_1Nq?x?A|NR6s;e4OX-GUKAhcJxyf;~W1lJ4} za6!8@^&WfZt&gqV?K}j%`sR&R5=XeqSBmG- zAVywSF6a>8!Hj#IT!%0|rC)lhKqH@Q>J(3&U6M7Tb=&c%PR}lr?quqKyJF2HII{fJ zx+GT^oMH_L0u%I;Ep8@RHYzT`7_i0I%|1Ozu}rlxHVM1xWEx_+#sGW59aX$k9+>4&JKX- zObiG$?RxW9+@2}ptfZPQQc zz-#%eJ!sZhum|LrM>qD}E5mK-lYCSv4uY`|K{dK@yDV5fTZ5LNCc6SW86K4I#E2JA zR(%e2rM3QKx-fI6JL?m^r_b^vFcvU8Ps{uwR+DiEmz6Bx9xyaq=Jvc7P1xE($s4PG zH8l;ZemoYEvM{@=GwyoqFSe}jvk31#*ii9F%^=hCp8^_p@96$!gR-N&Ml^#YW%z=o z)J{0h$_Y@4QJOPve+-noSVpHnU1HlbY<%fVH-Ge4pfyTU&qV@pWm#N^t z*CHQuu%&9UR1Z=&^lkx_gH-xbYLp*=Mc*dtDghI^xFHx!Y(HPZvr(yJrF_q(qXkA{q`K-oe=67>|KTff)$cpEx;?A+jk$`Cp?!`)$X6Qmiflsl1yH}Y_2ZYKOk3anBm%v(_$vZ#eUS z1d|ZkcVe}Ppb?9)y;z7CvB^FrGY*bCn+G^uIzBQ%OkD~6B6nX>@)U#<-zF^U{QtuB zj+gPwzq%0$4Wj(wF|f5Wv27Zfsr6;<%-yNqJ<4DeWUZ>`vr@{nK4%lKCEZCNkt~eI zBd&oyU1-A~X^CU3<0NJcU=;OQ;IA{mx)bATskJK8kd#=20x2HNnd~|sy;cbATg6PtgKSq&Xha(B(4BK~B%mjrM z%(0P+sX*5y&_ED-jq8e2AY9=5-1vgFt!-mJq%UoBeOcY5VGxaqSf^$6;;gI?78AJp z#)d1F@?n)Qy5*^edy0M;COI_;2kbx6UE$KoTR^dnHP3#ons$e|ivtD}4STOJ+TwoPlaC{-I8^54FFkcN?$F z+jV>R@Tc;MCbdN;efMc-f%!e{O02d#H^HTOKF>@BXq^#)oJHo7Duvvs|_0+y2 zMCqqjm(LDXR$Zs{Sz)!Q8qTiB)K8aFWsE3YEbCe+FX$T*wQFPfjqJJ_P`5e}hm;Fc zh=k7TD2mWsf-9whQi^c+Y2?0p4Q8D3EoQVU#wI56%~>Iit;WP5fNU%qdrf5$i7wK0 zfz@t{*XBv!(Sixl(aP2jMxNsPJNX&IJBlT_1YVMKdx1) zDCk1)31s$TEA|^is85fKd!;PPwE&*;R;8hqfZ^-ban5nn1675)i~e1FZ$Fk+PwCs^|Y`97a{BzBrne~X1?#JY=q3{j+`H~WXU#r(mpG3$PsRb<%R zTT<%vYof>(2%C{0w`?=D%hgA$t$-Pgb{xdlhl9g!O0ZVpnJE%I^)%M`f*31ioOvC1 z3E+rnKE*KrunEyf>)cGpjcJGMs@I?Ps-I^|hS7d$*@61NkFNGgOZr_ZNxt+`3{F?c z*VdKOO;(arMl4@Dz4PbC#4lNbUIzPRuYldijD(mXgKWlC`aQ4i-D-A6dAI^Y^7Y*r zCDa8yF2dPwzVsOt>3_EYFlz=q*m=fTXH*^}gB z-*!^Ir(O{8{bzt5+;UhLME98zwSMHI*VZfu)d?y6w5c&#A_$R5!~*d+pL(}ZPDO(= zk@YL2y}PqV1|Pp~7^tfat-&fO^W|;#(2}2w6XoPmiGMtPx96|RYPW_To>ft01<3jy z%Zf8qz!|bOGpM$j-{ERx?_sxtR zc>4k^@j9HBS4j^ZEZ7xZK^~|F2I$u{opt0~Wd<_*aVPvoP4}~~Ja5fR={-a(%fiX4nVPJo>qMzq+s1NaS*O@i zPzMBocHV7wXT3UH@8x?YU{6P30*dh&*(m~5?JegNj?UhAP4WROb^g!oz~DBnaTU82 z&`k5Q%LsmvFMES(H_OtdX3<%M3Tk^CQJ4nt(?r#UahxiRRL7OrYRIk;>5daZnabhOU04B@cu zO8UtxF_(U&RZCxSoweX0L_5}{lj(R4$lo7V+DpVk#)QbJC#dA)TV7aMxPV5v|iTU=+q1))I+d}<#PNa9&BZgX=F8AOZ=|(tS-#(FBQxw7|^kO zHpRomJ@1}*wKqkuI`$LWg{i$@0sRPh`^ zup)$D{UJh3LC|$c@fBt&~*vT?QCG=T6rs9+O>w44*|5Y`pSj|1+nFkgNzFDls~gzSdFR`0`z zBxW-q1SDiV4A8Mr@$@R$4(<*PXf z)}A`k(Af8r-S5H>eMq(buy6>F_x(J9766+dh%nceOK@Lz!iq;YBLD#v#$|->r-lI9 zCmjj`vA&b{*p;Kmq|n@!&k6V0BwmnbS+DX_l&gw}pD!P}ne$}kRn?HH9M$a{RHT>F z8#CZu6ygI}#{k+qEl-Z?%>yQb#6V9#QEo|)K?D6{n@61r2MH4cBQ+TVGG7m5aeGYe zuenzeh{9h+(!XUm>wvIiJmoy9Lq7*7d_cQU15hlyg``jAFYzKI8u+xlO7FTw%9>}6Z%a~m?icjsE)ELZ>W zYZUIrzaRXQ%Ru-nXaq$FGos|5226LVpjWC2);09Sx**AtfEmO;AU z;wng}o6}nikh<-)kVh9Zh@=Q!%z1v?1O{!Oey7ht*OGl{l!stXM+Ri%YaG4bNwWu| z&c9F&iw%*3K*KCZfa4DfsLaf`k4}5^rGx?QhEn;UHWn3D~LrBeaFP zed?V@D*?-)Vo>69=Z7{rNN7kArQiCIz{bTvkcc60@&t>&GVn?Mwa0^Yis(v$k1N45 zCee}h;}3qfTE_`x{i3hAzw_8TWS!6~)@jkqSPSiphs?s|Og=(#t}B~vo{r-Fsyd!I zKcd!`q9b_+#aR6#+w-JAf4O}{s!Ma)rL)3i$9(5cGZYF?)ZxP&=Q@L?>&|CF2SH0m zGp`pwQkV62slctZ(i5;8neo?$smtV-4o!iaTj&X9IH#`#>Ze&e>jblJct8#`eV?pP zmepvUk;9jP|EbyxdDTxaLd)M0T^4%rOVz)N_6zzdNKlclpd=6^XravBeJiI0YKab) zOz2+|^5470W{N%u4{kN|6Yd1_(0(!eqDj;OU|1tXRoT;C++vr4Fj(_I6E-*nRTwE! z&{gMFidG&hWvnmu%jZlB-3unG9vH?|T)&ycFkH@LjFh}>>w*Oxq}rVsF2x9!q3fyO z>kGi*33%u^FDgBl7BCOJ$B0ycB~=mrZOzPbJwFJRrMYt!f$M;+>&L584=_^Gxcry-+wrN!pu zUY#GXbVO8g7xV9oNvm1E(^|hWw-wlM|I?y_kv6kx%TktWA@x-zaWM+KcE^w^$f|UE zS{4_R{yFmVe`|1w-AUDKu)ILM!4qu-hGVz_YL~{Z-44UcF;2jbmtKMfL`-?t*o#+h z9OvwGl_TfK2{BgjSHR<-t6eebqYL$v)XzBU|*>p zqp>tiSD2j1_BdI1rrR*t!hAG{n#acW-31 z58g374v@Ectt~247-d(`xn8rnm=$#=3BCMDi7OmnyWPaa5wZhyUu%{pAe=gMP!4_b zG3eO)ezt$gOTNW%xWM-2q!i)~*x=APa+|558_D)2+%x1!@p&&@)#aLoThMmBu%tR7 z{~YIjXA80|j#K>s5!N%wvrm2)7t*Du*BZv4gz*%S^OJf%+!5m-^q1w@1R*8BS;&E; zHenQn7EfJtP@3KSSFNK|T!}`K>yL76;ZjUd$jFWZ`!^{R{sb!0Zgjgp!1~5|y#QM^ zvkR*wqkQ?!1p9S(6(O(2`-ySy)d(|Qe@WV|q-gtP%H^?%i7&#_)dN}A!Nuw^zs`@^`{>8JMwJctUF@R)UELbv&40Oa@tio{ATl$o zT!eKzc5sh!bv=B>RdMVqygflV&Xcx9jO<0T=Rf`HzZL2}#d)DofFh%k>fD=zxGu2LaP9>SIsl1&<9})^&cBb>+nVr7t_cL$nwi& zu_Xa>VOlxS)b9eny*tE7=-~nu1R|(2=7Lb#^#5%6$!)EP>8-d^e^l@S5(VTx-l%g> z83&hh2f4HGm(~9o0SqC5AwT%(1?7>&D9-!{lTy#PSaKe0R4Y}SJ4YW7L%q@NCdJ=1 z)l0foT(aL}FziT{ujm6Og9%z`x0UGL92>_dvR5oJLg4t0R`@RYZD99ps6Q8%h0i!S z`6-Q}hS+96$RCekGVS!KeSS72^SAbi-Ls_RTMreDO%Fj{0H7#gPq-sxpk_>-eq=!i zA{!pdaaBSFzB{&-pkG4=%Xk!nYxh>_S%QT!D6+##cSNLvDq9_@Z5}7KG%; zWI~5!BbGHZfgcu{2%>G|@-a$disKpFvSAac5WcoV`|WD1R>I*RsN{{Pqq|*w5y>zt zIN}t_9IffIcXVr6S3BG^y1`c8NL|OyE5g3zW~of;Fp>L^A!;n@b|*vAPSQ2Kc|Z%B z*Q3y$2K{LYo_Flq*39d{gg0nUY1|PjsN$Wk+Ol#L08C@9lw34XSMHGTq{T!aNAWNl zIW5Q1guY8mB@<@RvW8Tr-v|(=v)SeOGvAuqhAH%}augO;l}@~Az{c7Sj{2}kV(NU9 zi_T&m0buf>i4MNmQ^`)AbJrf?w8Bfbr`uW5DqpP5XhyjLP$G)zrodv)Ck( z*jMWvfg%Y0}Q7+|U0f##msh6Rm$Ko*u6jUWaME2Q4t6Z{*ci5|7o6ts-8! zr3He<@&LXYWtbcuX`^NO{)Ej(6sGvJulDa4zT9WRdP*1X`NY`6c@RR&m$CtgX z3A=Bo)B#ghc)1S7Ei3&3efe^2OCQ~kcRn_8c^wAjrh4y~NMbEx&hl}y9-{BDU501( zuVVTw;KREWN8`@$$13~4;B*$^DBE2(K;gsl84wlYcvZA# zd}OaZKiA2<6IWU|p|CT$d1%U5cWrRW(>LeWwkU}$9@+8c>`G0oQUzpd3y+XYTT?GM z-WrNRlKwDN;AV%hJ+H8A|G-8D#sfTW6S@^tn=faDyu`c)X|}X^aMIQd3(`Y;z}fBm z=!%}$?29(N4SFvu(W^)jWQLa5c+KuAs2Gr$1uMZkh*nuf^TS^_T-&!*7mwk6Ek`G^ z$=yDd>&kmwGB~%PR95A`ce_FN@v+g7Mx1z989!H_P&{*(p_qw0@%t?S@`zjxtuu43 z;lF(iCM|E}>m;;q9jTe~l*X?^*=ZR6@xxBNDP9ZnusF)<9OEwRjF%3JENeRl-z+(? zmR0G!jj#50r~Tc;29ZKWL@#fpJ#}bBhwWgd8Z_C=r}s>qw1Qj(>P%qOKQv3VIY~aO zu=g{`pLQUMPr9Y<-0ffi)xSHkkw^msH*oqglu@zK>6DrY%|7IJ)>ks~d(!+zM79ox zlS8qao2sKH6hm$Qc0dH467JR^)Oei*x(&n{VRL5Hp1XA()+F|cRU;`uAx18d3MB&R zH0`Y!i%fy53zBNHYx}arEo!d!z3$#1*%C)pIB94s3Q{u_CBqm1w$PmfgAK98tG8jQ zkxn*_D9iOe+UbGAV|S8x*4$ZfjX!<7g!K3&!oM;TOx~CMd9ZsCreX=TKQ{H?$%kRn zHURXc2f5n$@o+qVT)$AC|CzXOhgai=Z19t9ogF~du?mKnI7l(fm3$_g$%j0(bILj5 z7Lxod>GWOJr~(Txu<^d~UZm|x-ZSP>_VlQsiU?-s-b|Bw_GqEOc)$N#s>n#H0c*hy zcb)W2BLxQJ$DEo-%vo1$pGkOJ160nkjg|$lc3q zcp}dJflz#h;$$sWDKk$r-67X)M%$gY?^M@i><7J}scis5M%t;g@{?T+LYg7_UVLjx z{%$1q4K&qmh#Jett6OzDCw}_z=t(mc^*S>ywdhXXpO5WT^H`12iR7rW9%}M*&41mQ z)!1&4kMh>^!do+o&x&|&yG5Hb4Gity&4UXyu4)X6$5ziqew z?S6l}OSiydm3Ab0L;XVFe1fj23eCyErIS z2|56u^@Cx)>LleB+kuMpg!EmU4+)M+e%yt1<6%>bJ=dsB(67v)pj4R`@H(s(ZuOko zMd>O|4SAI-syJ7xwJkVS3NU=Iwnr!{s?AzgEnI|;_6L- zB8dT(V=V3oAuZMHVZ&FC1;IYyP@18eyp84a_JZO5d!5WS2^Z5+L1m3JvA6KT_aAc_ zLA08eiS-PQQ6Q&LeF=pK3g5QP8#S3|2g6%0g(Fi|z`#y1OnMNn=S;X74xg`(D7FFj z^SN%UPiy(#r54LDd*XrN_kP-%`|;Qt4A}+)NCE zNV6|>ZEbKK)*WAQ(uVML<1{YfwnxWmCDPolLMbM#)!xi>X%X9Uy2Qts-5^Do`)l?} zkr;AGFfAt?rgb`B9&GpBhl`CuT@rz`_`*mg&`h)v#j=%e)(*wob|DNim&PP$@=ICT zs0gIp&=W*Y-@nZnaOE;OM~K3=QSjaIxwJ;xR_xJP1AX}?6B4rvHY6?cnCtEx{KQpm zCc8y;XRq!z`14h*%9wm{^0gQ;FA%a$`EE&NkGU`L9l>0l>~|5IP#ea)d5r+Rv|zjE zV!h*3axYdJLC#p`za?*Fs(LxjDr1MbA?!4)jyY)Rl(EYz;_pF}&rfr0h(%MQqn{4?U{SUo+1ks4$*J_cRZ!tgjkaPO{ zEe?oTZ4AXk9dD(6$tVoHY+3=N{SS*D&ia@29RL0^FB$ejD3;cynLYZjX@g8qbRX3w zJ`7XbhieF|Q{1j(mVAdUmQ?ES)M5kl@|5#K2oMr=Cr8|;ui~d8Kh&UTB!*VJScd~K;&MxnDR>}my4ZpC$zFK0BA z2Yez2GD|VC+yx(P?eA4I3v26`t1bzD^TiUno3$GyhY3QGQ5R6x)xsL&UN2lvFAFiX z8S=^H8 z|7q99T=oo_vvH_|`|bu9Tkc3gtLBt(Tv&STsas>uJl%BtgRQ*1OG+r)*x~Oj+fWF2 zplpAwhMw&>7l*r(rsrD({R=p=n6>O3ns+)zWNC|FgZh>s#OKgeE?*op{3+RNSjK-n z<6UBL%6zwDL$MRmu+y7@(Fwgc6(TvQ5ZUPM(mhe+n~Kndv4jU6$~3k(00j?n)9=U^ zAAdub_8wdEtxFsrs{;GFf0^r-?;TXB7jtOxL%O{FT631aX=}kh01b=unWhLkIIpQt zz~90O!P%~B$-A(b{_Mz+BYbXO}#I~gxO7bNe_*wTx32IG4|;i%Ac;*fdyj6FC`jJ zSvBY(s@VjWK{10z`-)86O&J~2OoH1mIh?i$ui}^0If||U>f)@zqoB3xgFhn+_l;>& z3;zi-!J2_RwK-9$rHMuLs*a+_+siJeBRhns4p-*eG}2Z4w5Ox|rYy5cEz$lNYb!b` zk=L#Ae53Uf!K`N5mb%1trtJOh-%>tSNF*{?69S55zDy2Py!~WNr#R2oLuQ8~F9n+h zC<1rzJ}j$fiJ?3868@EP6TVLHdBPDggMaR}FgJjc(87z@#?Q7&!iLDp1|0WsgAIIY zPD-w-Ij!&N!3Vu2C;E0J%te!>gIQP~w%dM0l}X1r+kQ(Lmbg#~f+Lte{^+;qjh#YH z=p8Tbj~|zYq7VH8c(FOGF0J6)KK`28Dl#Rks^US~FVy|jP1I#>wa7+cNTS`Vam`{U zq<{gwsE%$ytF;avJwzPtbG{SQ_R4P zW~sNlHu%w8yB&J}LFIL~H{c|{vCGW=oafbT5gue2^s4#zu`Vg?9&^|r-D>%3SI4#zY%lO^N6C4EH-$u7&4?2$8~VZNf!d^ zabfP!V`5sDOcZe1z0S2bay$#tO&LBvMwKU(RHs7PT#UCn*%$- zOXw~C(zY9%FW%bjEt|oQkgwK+pL&{cd>lyOoJ2LL4*rHY8?)qIkbuRe2z=W|g^~C9 zmfd7ZmgUuwG(NI7j~GjWv%NcF%(4Pxg=x=kwby1=FUirbabu*np`glLCvP8t5WFIz z8H=KGYC|239rEuK{@_njbNZv&enNzXN+3eBgRmnFvE~zUrRWIM$-TI)kqOSYF?*Xr*Uat1={7mDC5u8!g){ zwuluGF6mmUVt&>pU1vR5ObHbKR^G2E*7fa<$V{isEDKg(BHNaqb|I|8YAjBpFtA<{d2n7GxhA|L zd`LWm^JlUsmbwQ?HkD_LI!eEs!C!iWD@S06wSFhea_#<`)qM$h9h$NJ`5pNo)BdEz{=q+r?GN>R^5| zx-YyfJrnK5YA!&AmY45Wbx4I#u83{Kupk~xT8BeEdd;yx43a8x{29-^LAH3opC?=o zm1!Gz^t^6sw833ZsbX~CU`yn-yKUx)bPKMCx5sRwsIIB(bl;@~?9bH)jk6|ham!fg zGz&FE$;-;C@coDTh!B{^x&TtHgcs*P5tXLf_olo37Q7a-iNp!h-j3^!GA17Ws@SP> zHN%ktu!&ROyUAPbLGwsWl%BvM@yIH2^_DGxv<3p?r|G2cr5$F#Y&8~-yt@%@yLgiA zLFJ5plb~zUt8NYQq!bAEB9aYh!ngvaOZQUWaHinn#?wRRzvS#w!Po}LiVkUYvqW=) zR10LVIHbmcmZ##@U4Fr}k32N1eN`8S33?ud$}DF5;$zF18cWXO83%ntp~c9dKW1Ma z8v-w^TJ%=?%}$Dd6h7x1i1)U7qi?e9pI|7l^_;LuFaB{G+{Vw;i2|iGS z34~+n>tkX?5Ooh@1CtJ;BHkp=36zwCO^l3Wll&?_<~GiDky9C+9#B&u_U$XqQGnaB}$T}}g!Zgv5ArJ~wH)I3JqMcAp^0ud6) z?;ZR&{GdgGyIIFJvW{{Q7Dm!z3I^{ZfC>YevB!Re$?0O6Xeu)}5 zgio>Wx*s9+>6(gy9CY;cjyt!A4=Q4*6RTsrt49p<4(PaR;v1Glx;O@qFx3wA-l_x@ z6tpheKB0WFYMMjLgYVug_Y;KHH+`uE=io}OK!AFmLoF%4MLEGEe+6+1F@rb~AyHA& zL-`9p3Gv(FhX5g*k0QbVu5d4~a|ZM7qbP~i_t^nmPB=;6^&xt`591gH#$>@+o;UNw z@%|(2C^`zX%#i^hx>34%hPK+(RIMbM(C)M9&%#0_5}c{bS} znf(I{Kuy;W48g?I3Yb-Ey`;GIZ#l!&%%*x*-p~*`dK|RafOio9e116`9>?emuG-0%C;6!1tre$-#w;GhHL zXUE@f>Qsk>fPyc1v2z|#w2i5UJncG9tRHOmz;NgE5^ki#KS9mX4{gqSSD{J!5`E4W z!Q<^247AhlEdY6Lj>y`0D34lL>u0s9*)5U|Kq=VYV)q!WFl&yndE_Q7kv^cFfZY`= zpe&Dl-qBKDIqhA}HtM!}S5uM7RLH$re>nN{u0-Nt(;eb*#BaO(H_CpTy_-&KGH^s1 zw+A!MS1u^qF{^&PrQM0JQz`-bK;`59@7#6u34I130+6T0xltbf%l)p)M2G1Q*^%LF zl~gTXRyE>%+jpiwI?iWmcfK)7#5f8nXNkI%W>m=VkDk#;jMsDkC4%>5=i{cOA>8^K zIAstwKkOy(;WbuU+<2O*ZHHxE;Q;ylKmW&CYl3N78PPMQ-jyr=wZi>TE;{FOIUFN+ zHxon4A0R2c#B7QzP5oR7!bp=Bc1=Ryaox?bhi>1p6$uPR5`LHQ<{ zftQGO((s-e+2&C24Aw+KVn*&dnU=Xj(^rD&!)sfX4>r2KmKT3GAo1v@Tf)Fh-L70q zHIXu2>>*q%g+=H-?~mHRwlu?I>nqeaJU(8h)ym%Ip4mx{)(5q--_opGr&Srv=>#gQLU2z5ky59{NMRio8^aHOlh?;)00E)0io7*c}~ zGut=c@Y70~@W66lNVE|?2MEUT+}FvxsdsG;*$l|ZTXwC=(0P)~Mw&+g?~gVzg1)E% zcriCeRfHBUk1e#jZSjgk*{tu~y+UnAh2F6DacCWw>Mc#iR>}V$*=>H>nEJoOBo>}> zInzccOY}g%RSUihqn~7uSH}YMG&8r|M$z8ow^j~JC31+nVi>=1s@l{-Y3xA@U25-J zL`(;UCPuFM0LK${@R)iaUBfC4Bu>nG(#59 zx?;}6>nmFc)-LxlrsiB)4Aq*q8s;YLd{)$cY@w%a&>L0x^qpVTfIo^&V-%QrH6xRA zYm&(9`qhX}tv~)H!l40?2d5#Qisdew*4IXalA&AaotM-%ZuSX`ZT^c)L2g;?ObnZ^ zZA%_CF7WAQ4vR=p&uqdFf4*lv3h~yiKWP3XO%2>VEk1tMa|CUQ?h)A8dDn=@T{|ye zOKJ9yqO38N7$E8h?+Y*|v5dxKM>;LPQ`aF=pGhVgwxiKCoby57mou_MPaORO#WHM~ zCU8Fx?k3Pjzm^3Y3EQtQ^=h6?(nXA=lSN|0Dd<-!1$r3lNhkyII;Ctd*@N_MqWSeP z!uA@EMzpyT&ADhVaQJazwaryRv^A08-lmpd1yX-n5oibM(W6kSwdnMaP1;_^JkG{Q zP_8S>Fk;VM*P2dn%d{Z<{9T$X`DhJ8iOCjT5^&6RqCEs`C(A*g$kt>n&dF}KPn`1( z^dh04M#?0{M)TXc62Xbr49lYU24dTO(?8 zm~py@$}j?KeH#hm+X+hdlPGhn#yda@7jJ{uEpx_Z^lwR`D*`kr`D}cv(QZ9S%t`EW zprXtatC?$CRkPCRR6`ENu0hOCz<-BH%i)k54uO0ls!82d3H5Ck*9>fCb=PmF|2`lU zv&v2`d%pj+%M3FSbVEho!BQ)&_vh`~CABDSqF+9sWohG4;WXUcek)|d5g`(ZTTziZ zmeU3?uOO(_kBUejHG6(n%;MwC*kN!nX)mihqpfF?u_?zujF5}m{P#eO@vXLcis6(d z2=P#T`l~~cNjA{lPm?A8Qmcv+V_(_&t;a-N(&AGrfUJ<#$%s*CgHmnTE!67nG0m%NgyL@^R; zC-2$tl*e*qWtp6}oCS z%0_$kHtRIXft{C<-=R5-d@KY?=@tdRf`d2w!3r*kvdQkJrkZys15%nirCg zc862gYAvMY{SLA1C47jzYdvkZB=b2UiqB%J&;Ds#4|?R3f=x>?LS~~<>;8}vcJqRK z+5N&W_rMXk**#U6uk1UjWPA8|e8OG>^RtesWYd`frRzBZ+Ot`QDF*eB#mx(E-LfBm zRB)w8=O8ke*|2-8cjkTMxRyIF!v;+_aeeP>hY-H7p2ux>kvQzOa#NjV-Hevv$WAFM z?flp!|Cz4JEcnCGVz01NkF4WIlWf&>tRHv*#7vn;=%EsfhabGQ2bAMqwO_fP>aW}g z3eXsH@jZ@@@C&Z}7+X+o7adS{oO(|{TKHPz3O#LC8D?^6$SHV~f`#NzTVcHfa8(ev7KmXWdzMQGuV^o-~fxy6u$*&mMPl zm?v2O_8WJcG3f&p+u9sIBd@O7+sXhH2bCe*BLS;HGoW9l@t~YG`ZS2w0Z|?hikct) z-CMjCzOEE=b5?~KK^gxu1B*A8#V5G4O{R^Be{WDA!vyO{tir7L$=A4@oN02s9QVh4 zf$Q|ndVf<~#8}^CI%H3cdyd`R8i@i#_9vnKGFq?*|3pcVozn{(*7K%!ygIR>IcJH1X{W`jSYaGWx!qP+JFA1R z+;HC$j$1G+JjmasrDVB-a8fEgmi}VZA;uTZSCIuiLE^RK6`rLThefzrv`puM>_x4x zyX_hrObCe{(}24Ub4N5%>bAi1IfBo4=L9D9Xp9Y($sZp+^GSA94L(z)y zR_rYTBGb_+bC@>yf|OZ+fi7mPRUA)l=U@m8QCF0?4-Yux8OcKth}+7jxgY*{8M&*h z^1}9qq}JdxTE*+j-JLC4_50oDRX+QR<0j)V`tYs;Aa9_plpo)bcZ5Nsg0WHa&4U5S>eq(k1d!{SgU5>MC$+ za+I0DE4C zs|d^1#p1#>H5c{~P{nw!sk=5f0$sM+q8>8KYv@Vio1favpgUyv?Ra>RyG3lSM&XW> zBe?aixs9CnU4&UQQ6tFVx=i@n%V1|d&pAc|lbF#gf2zE%ny?oC;hw3dCC@j<7kXCO znFK>UpPBr%+^Tk)2arGG)7;T$oAiR+*+JAbTrCB&Wl}SRz?#eg?CRQT5X#?gju(fbeV_K-=hct2QXl%)+J!MJ?Nb&$vKgiI zUGS6nNOSj7sMH3@Was(B4c5A}ZcYsz)l{DJ6dnH1 z`&D)NMcd#-0%TCKxQ;Oafe^>*pB2#zo1gN$3am+X8?NRY7vS~co9h|K9pcaN$HJdV z`WpeB4lW34bTX<3$yZP%Y@CK>+Kj7({91`V?Eivs&Yfpf0Ih4C_AHYNu&Yw#Ku`b4kUt)m! z@vD=r7Fe2f#LsnUJ6McX(e6p*RD6Kt*Y_Z6oE1Frag>xB{-{AbJ}RYamKJs5`QEEY z`(Q4MJ3HH>@{9W>oa!|?#?X?N6nEUNd5;z)&F87x=3EslkU~-QNO6#wcrSfso15I% z<7e8Bm$53(`al}zyTsa*?F!RhIkA!2q;;cB0f3%e-#2($zuSv3PKgE~{Zq!uT;Jc1 zBI$avJN)GQCI4;+%k%Kp)$gl)`Mx7-R{P9BW{Dh2#qNeVGasvXO2oy4qe}~{CVH*c zqvL3xGsiPto_`4+HPXvWfxC99{;_OR#=dHf{+rW+{A~CE&eup&;E33*;DTAH7BPLM zrwWvOM%iWJWpyc=6nQ1GgSg+48`AUq$wFwR7X#=ktWDoy{itj6wHB}OSDB>c%uE9fRIVXRA$Y=9eS3=eQ=q3rEK*gBWx=(+% z5mOc6MkU!Td~Evl;2_#xneUR#=J>2qcV2l1%uM=8rPq&lC70i^!E*GoCJPKrW z8LqU;B6NS&3@O_~laVR&XdQd*3@twEfo6rS-VGSfYQp zqg{g)f7BMI3%YeQc5968d5S7j(*nIUg9Y=^y-`iw-U*e9qXmAIvkuD2md45L%3bK< zza0oKt7di5$tnv}iv`G66w8_=8ebtRgPH^W$e*wht~B0_D>+UNki(VyzS(Rdg7^3~ zV=Rh%qT7@oz5ir(0K{`CSg~%{M~I;`JldcNau(IS9YCvTu%d{#|6FqISu54-YZNbkIjZYKQj3c=!lfQYTK0-JeOM`r39p8REb5+^3X?yz4f(G$30b!v39F5E+s|*vL z^U17rH>XRec9!BuY4aIBw=Yc>%E$TbO5e2Tg_0_Dcyd5-A-kP3L(WG7!uT|5Bv7p| z{SlO#c{e)l*eUNARkZpc%$KlEVwHbzMq9^^vSTcqcW!gC{awvt+g%6KXN|}LfAGE{ zuvp`#k?7N68)w;iKL9XZKZEww3>Cukj7Hhybd#jRIT`pMs8fDjCTz^EaHG>8VWIl- z)Mr(-BbLRgcV3N14y^L93gU6xW@& zFX%Il#dL#bpM1Zb>Iuq)^=T?)B^z02H4(n}%6yW08E&1QU-wh_vikAX!vv*dm(nhq z^pNb(535;w@nHFr?Kr2p>@^zh@pQ>3j3;)*I8a6(pkfTXyBYc;0_n8Ji^%2?t}v5I zHg#Va+61&`C8S7t5Ti%5@f8qmBGt97YbMnV@YoMR3@bQg4N0#HvXit`^?7^86}lH4 z9PHIH`n>Xe8A?*Qj=eC@Uo-O`rDn4KSs%6jBNw&c97Re|OqV`8oq%+Vb7m}p=gc#l zo;^#4Jfg!DRUtVf3tgv&4$-0XlLewEtDIx8Ee0?P4RkCj63AC2Z^(ky+9e){ZnjIB$dK+W*=z1pADsfB+V@G#h)i!SXVnuk? zo&a}c^`ZXyp_?u1bXS`06rl^q3G~f>NA9=eQ_oK!D_H6(-F(fR3roUiZp;cc+McyU zd_KZrxv#qpRnlQ0LHln|KemS99t<&5(QAZ=Bc%GPa^YAe$pa*^l(f;iMWo1%XrKI!!I+Pevyt!NLqSRV zJS^oT0@Zehi2czye3Z9SsrZK=6g`FGOyW}}b9~joD~1u-m&>o~E5~$7GrM_KYq~}b zo|3P~z}ih9xf}!6hed|8J>%QX-kx_yY)Hf}^jEAB@1I_fEHo}p9hbdP8%INO}}+$uXYKzvfdG6yIOQ)V1^sTAhcp-Wyy_5XIx- zas*B2Wc#VgFfr+m`~9;wQ94*)X&uOqg6(vYm$XqhRD0=)BH*lFOa3tcr_|?O9@&|; z(CYqp{bw-@fu~UD zyJe>MC=2tLJ8Iz#OWN#7)$fmBQhQIQoA-jvF$*NDcaIOaV(@aFKP4kS)((Jqy^Z+j zkZ1KOo3XzECoZNMfTkPs5r(2L#tl+AuHt!%%tVeL&bckYX~-m{qs0#|o3zvoMr9Lw z@5e&xCr~Z>0VXXB@xlGV zIQ8V8Z-%0;jI#Gt30u(ZS4KOv^lP6Fa>voL9~lKSvkRI+;e-UjJoaPXbuW{BVKI5z z|K8|O9;g^TbDV}GArp39kk`y)ET%r&L+soCPA7i$!OD=$OY2SwXvZN^^ zlN=MujCf(T-)FuFh#rRv>m&j(+!LcaGY=Z=AL|=rZ;M3y0?bUNVY=d z)xVYoDvrGMIgIUFUYjD^={jWwmT%?Ho!&IuPRF75eQ#bZ%h{pgP)y_+XyvAs4cwIm zqS{w)?pjy<+EQU(!xe!Ss1Nh!siE~zx?8cs2{!cYkE>W#46vQQ$-b#*HMf{NA#1;Q z4>ov~?A7Tp{wUntR$_Hs9%pkxj!4MeBgUC`g3FIkdXW3yAY1#GD-}eeCDohkkAJEu zW@x%~^m2oXAM!;}ApLOUyynmsI!(~!-skm1WyD!ie{|cFGpHj%z#M+PY_h9uvrgbV=M8c2ql|1b@FkTh^*dob>*Q ze^Ny8FQFP3kq7FeVr4^bUokv}JiPsD-HZ{1(uyQ0L_EY2j{bnr@H=#!udHbL1fV5( z81&Q4#Gvi&T^9h?0q>j*WXRfNh6GQJRhID^SVS@Qy7F8ji(YrDYE|wIHdpTrua6NA zfp>$ynnhQGNFR2}PFYxe(jzL(qot_BPMt(_a)itV*FCLFLRrF|_N=IbU*vWJD>7n2 zH59Q7ehc)+>V54N(RyDN{qrx_@4XCF&ycN*U};;L|GEYm_jG62B-5!JsO)!`k-7Jb zPrucX0SmvyiqLHqEzMk`Hpfpw#SL}yiUy;21DBDvsWGylGFeTgq*svl^60H2!QIu) zs^@?9ITua*2ty?Jd@66Oh3E)0#n=f9#qQeMdJl8{#f*J-_VJ_QQ*UY}TTJ@ndK^J!>;vmQX+hy0%xbOge@^MrmCW zv#)HZBf}$Bn#RG6U^N4A)p5mYW*z))bwh+OS~JkvZSj)Ol7_&pT|4Z1G{cXgs&0K$ zdw*x8sJbjlzxfM))HLEI&)2LS38|vvmsiM5)a4#n@s4U#eNtGa;^pevbUFub3y9a% zynYt3rV&f0$A`O@x4C+=&=EKw)dgiq#!nPIj)Ka<{@;D(iy5+j11%?`ZB_vUaQMKl zKMpW>MJcwQ-GwqI6$R95n`CdgO&L%>vjrN$(y(SEIaEzfJ_T!Z=k*gRbm06NlqWK& ztR^TdTJ8>O5Ln5Pobt6(yv|2mW6FIBI~Pu;I*}84yll~N(!skM;cx@ZZ;|JLpJLQY z>0rp2Y5sfF7lkA?F?V#!T#6&)nT>IE=>c4i;k!^wyu94;II$Hi{(`IeD}$;E>bNr# zbQPQ@(|q6f)fR;tF~2mS<-VS`wn*df^J}Z$JUOW#2|SshMX(j4F=u+hV+N~>k31#N zcqVNbCZd%G2ggpnCOI>i{oQymgG4n`h?_$-`)N?KC#Uf)!;XHVCj3*;3wIm$uLW@S zTc`|W|LwG5rA4{38^F5hs^Hzi)hhX&Gwxdb-}j8wNeQP2mU?+X2q=eYM6}eI@cjJ2 z*v$yt_GR4DrhSl4o**@1|O=-ccQAG z0G4u^n*qK~UM;=X?N3%q7ZrNhQ&!*_f2<@OPR@ZJ?Y6v1^r?4B^4J0{GC3!VQCZ|` z{%GiJ@RBZEn$p$D{CJ}M>)^qyrLtUsFw6jboypvKm>8a1JZuzZyb)O#QoET)OwMb2 z$9MX=b4Ehem(g0v!UlYFBTL(IrgzXmMT=TD`NlyILd;MatI@Gy(HL`>!2wW4YPi>H z5F8K(t@eeAsFT^0==eIgx-g4E-SDi#3Q4Kg2=lEq+C#hdmc%-!+3FAg3rtN;R}Ige ze!)*fA5*F(N{GZdU-7(n8HR^EeWqEOZ{fe5mZ8tH^`_dLXFjOLJYI52<*aG)3WUlH z<0zS>FWYhIUoHJF?ra*%F9YDNr!2>{tP)voi{&DmfoQ*nY#q?#Bs)?UD!D;nK#^Ki zqcqS4u%J`I6KHD_Oc}pLu7XVxizr}W%Vwp&cRw5FXbqVhb15)LiAMg|yIBTJ)4!xV7w3e#XS5<}dY83t);5X5R4IGF= zO~Y)DhAp|JKwFqLpf|h5`Da^AI-Z{1IbGj|Vo;fcZQ5qukh3PW+`bd16n2LFU&smD z{~#wAsO+p9{|lXPvU9Thf9QmZ{U3hv4?1B0te2Ve<|t^u=LB42+(V?Or4X2zCweDl z80PfIX!6(t{MljV<`_seVM6C9wo8u%j`^;;tT#K%tG@ZC?S~uoTe$EWx>0ii2q&Nl z;R4BC{XYVfK`02tVEuD*nR{|`Q9$uCSa4uLKSf|y6RY9? zY7RmijNDTsP>{c%!Ynkot%e{n)nxBBlG>R3|?596J}IEi%qwnhZS>9gr0DSYnHbr|C& zi>p=!1Iy0N{#as!@x$5J1;u9SMUQj=AaDXuNLryskZ$Po{HvSbPuz_^AZ$QPB$@Y+ zZ6F#Xy|f2JKrlc+*8_54694cmAVEOqZb9K#{sw>06`2tlTLUmWK!GGEkOSzi%PXdH zgXrFw?V+XSW@c;+>ryV9Gmu(nF<}q^HCw+z?09TL#HRP6--sf;zn+$emJCCICPbNC z_njpWHArxO4%(icda;%MzG^85Auxp3q`Y1xu2QlJ;mbrrMn)29G?5!RK{I9o(}?o+ zmfq`TUNNKWU)w?!-pmVAUm9?3SJhz1d4^o>vB7r+c+{ag#1o)F5TS5zaN)9Gpd?%% zBjZa-J1Nd4_8K$xyY@JkJv}u5-2|p#j11@jax-+^7mN?;5)laq+7;5>^XGN|unprc z>`(X)g{TGP@y~E5B^8ZT`?jh{IQ?tEYLPc%2+Lw!R4J-g$8p1jQ zzZ9nD)_hNWk6zua4D?cgNuN&6Ve|`jSfO90Qd_a zDBM)!7z_J@j7$=$xng|aqsBqNr zW>)bLMB`0vABaeN<-A`DfPi`av4J%&F>0Qh&MMDo$<&~k@xHS~7+0vZ<@XvLJm!P9 zckLk`l0Ph;@M?w-Qj@y;mU=Uj|9da)7kxVPY;D3|=b=(Ba-X!_q?W(C@{_IaSm`V~ zZrK3SsvY+h7kG(0c?8V!@vk`dxq6-X@E3eyoz|?N;Ww=#nyp94v2-W1}8! zx!J}@cpTx2bI;xSJDy>h(mOmD5_)tvbXeZ+M1s}RiC5&y>L6K~EiR-NU{ZgHs(G#d zwK14DE!tLxlAo2Fw3Hc)dLQKD5V@)0`2P236L))$3y{6(Yos|_%EL^-ATiCDw-8&t zA?Uszh|jVW4^K$`36h}vgV(%FT41y&lm}Ll{QV~4C_ZHf`SvG1M2$Y$i#jryzP!z% z>jAU+eLW^AWmnppk`MzmUsZEnKe6=beU-73>NXpyVj zsjANE8BpO6+Q{3zKvJTS-|g@Btu|KW#`_twm8V(YjEEF8N#^U^Cns!(ClH7FpEM%X$*e!)fLHBVa@YK$)ng$gzi3%^ zM$lrGGrP|8 z%E-z%f${_vR(68I-w}kxN0EIYd$qb{Euuyd3KQuIB^@_kHk0m#3kv0X=lOT;Mw#MfInsSoWxtH#v8x?s>CY{-Jc2btYUq zO@WDj+A!x_e@xPo0n^3)2R0)xR%Y#{d0L~RgYw0!Pg}e~Iynka&j>AHcal|?7xOZY z#mJh~1BX#ovue z+KTIl>|3$?g*}Cd*`@c*U5m1gZn@KgdPGHLGFT>Y(y_Iw{9wzq7=IdW{_E(}&R8z> z0kud-s0Xd^IL z%Er|)+*-i%>|v;RyDfQ9uN-u^HqnWb9j>zeu{NyHlh!`{e#qDoGrJY}bbFrEyByiywzZ{Qo zGUaBdmX#-C>RAG-(rie`;F!Vc%G$vsM>Em=NP)jS;qw`SHvr900VqMG;tY^Wz3%_n zVoV!ypzyfln7sR=*mvYrf2VmOs}Qad3mjHsAZCxjq-VXDWi_)4c#_#Si}}05iT(8*yNCVUyoO8l#17}EU%WeSVMnJ-gY)_AN1<;IXj45 zCn{>v7Bx>rCi?C<1sGFY*dEV~xx)0%DtJElT|1|90I=+m9^f3vSRa;@*RyzSIaV(nv)^90F<_VKO{w%Cq-#2p!}O%C0m%S0fVEYun*z z!^|9bL<~yUbK^JyE%*KIlY}h^)VvGL{@!Bk9w6jg77cX^Km-&E&G)H0ryS*XyLDs? zeNNwLMZjnI!8>Pyb;f=to{tkO!hVHkhZPkb>Jec=a&gLe?ispAV%u;b57S7Y13!YS zLToRAiP5)G%bIm2e9XG16oW+Xl*qJ=c+y{LUA~QN#OarrfkA0YuY!r6B@wz~q!wm9 z1#BM}J>%ln03C&ghclgLb>e~kpl=V0eF~dk9I4>epKC4m3o$jtE+Rd&;pXI~?ig1I z_Egs4@V47Qp=Hut?%dYV^XMEMW6-Ck8zK(U&bMuA9Lz!^GdHuWgp7@P%`3hzdl-u{ zpF8G0X~pCJ#<-gKXLt|C-IF6;x4s!n$ie`LwW$oSFTl3>r#44cPQrbN4>if^&O2DIDTI&Ri=xZL;M?7&V2r?l$0i+39H+fXXMwU?64r0>C;u-L1=lh$;wx|zEqyc} zC)q@GfY~&is9d#``{r+$aSOOXC?`rs$tav7-C4D+o#!ZNOLGvg58+fGxIJ{)%1_fz zS!uOf*c!3y#S+JFox5i@ee~#GQTBvr(m;_|CAsQfeMO6qH}!3V08`-(W9^hv&XQ>XqBXyk-^|4ieQ#GS9n?4 zV-DN6I@U7@%TBCmvDR>#7-P){z1y}Ne+ntEuF_>u?s4>Pwo8m2oiy^G$q*wTUtEe& zm1wy`USiuV;K@Zyr|25}C7<}&jWrf1^lDFWxq#YfeLfAv$k0KdmQkH8=D*qAp=mKV==&4saZq>`2(A*6-Nypv`y86gbK|j2~J15`$(Kmap94+?^$Zmer z$WUB!^iPZ$d5F9wrNS3*Ct77z6WC=9rO0rs57`?+Zsmnaup^Y_jpim8`Wsj`H*ERFde252r-{Ao?1N_TJ+tyg_)s|w?Y_m4ya0= z=9?Gj&yZ;nL4^_dz_8QuC@yydtSh?-YNk-$*kLc(2YysAJX((i)2~DHJQj1ct84n0 z{%wiggG_8&9NAo550rS=?5s!bbD72VLPBl-YA7;lJcjZUznCAC_q{}aln-Wa?w`6q zXJ|-oYYQS{91xep%2{WKe<%11&S5rJ3aw^BM3b^wdK~23I_FDE&;B=>T1oPc@;$sU z$!Z=5_wPe*zw2`^85GVV!VlL{ohv#yhuXUapMfYA?a}F&tU;uWe6PQo_!Yrn6TX~hF*-Wa_@RvL4 z6%zl_5-g7k%*=W_-}M`XWO|u=T zNSMEAw^+Ve<(~~GFKuTp@!9+SN5uK&J*n{ZVtPjeKDSvSYG7Y>l?=+o=j7a-J5QjU z@FEiUyDrI+le@D^`N95zea9WK4r@y)^ARU^#}Aw{dJ|S0Rh+t?)^;m+TaIXJ)^FlS z)mmE}30mWEfVN6hh@+;WDNHFQUN~}t-#SVFDf7DTBJq^t=FE_9O z#_G7;Lxsqy&iB_u)2FY?j*BPigk?ETA!lHqo~$&2yHzAO8sCS!?&Fz& zCZfoM(9vb9*Gn*EU41AaGSkgl&xw^VVBIpG|C;@m-U$+CYfZ5qC2yC7k3&ETiB9Ae zxj8H|APv0Ub69gIOyog|#ryWZ-F!W4MaX)>|JTT-y^|K&V1A$1*{k!TYYw$E?Z^Zx zMX)^zoY=rnACc47X6!v@MGJo;bpn($XDliW)R3I4TxbqMgj+=7Q&A)1J8j9Nc(bJ?Z(*-3^)|0{cDMN@CULG_s0x zNm=GD{D_Qr|6`YLJ-*E1iBWV8jf%Wcg$r#m3Yl8};6l|iY3F&UySP)Fl^%{_H6~XS zh6JZ-V(QlT`xq4^u2QmCv}SGw#pti&eDxp-8&fc|KC`Zktcla6=!a$U_RHza=?K9c z&`&Zh77`fQAs?`0By{(>6{ev@9I0B!QR*xd$RTFf)E1Ml{kvXM3Hr)M>)JPgqkol8>q zf*^@vs=}S0Fy=ZGbS1rC>~_mAb6BW1kSX65knG-Ce7SqY`&#LzD9P=chprG_zF;^h z8X!Q3)&2LLYrBLr2CCX3oip@guyR#0|62KavLZqx7YUoJA-JKaU7?H z5V?>?$#>rU(Bpos788|=WTom zNGI+}X4>>Tv9mrWG==lC!IU2+aR0=7)C)T&niik`q2Ig>#|AwurdJ%I_A%hDQYn*Rz~*oi0%m&3uyA5 zJ?`|u-|q{`)av7G8zy(6BHAX7KI+X^o>YWTQdKKJu{Dv9soS)d?)xANUz@J+2nccf zFN;sg2;!1GGr?SN<7>%ApeMaMe=n;Z1g24J+?5~8p#Cdb&N#Nsf&Q>S&QG=I&KlFJbuRC^&x5v>LI&FS zj5FV+`#uyzrYAq$wK&v#QpQ9JjOUfI#Hywed$Tty^A7Z@=3AKtfR^t?O!TpVHa>dC zbx+Zv5x>>q%-hmFFvqWtl8oKWJV+ z`}lj+A7Td-zasjmfH|>&m?(YGM%9CHp}Nh%Q$O2Y*07FlkH%^9d>>UbEh56@L}^UU z?$wj7X#!FPDZPV-#GarsLD!Uf(fYUXvnE18XQl957oQJ!Q22-HlLF}HO~VQ|N5%R_ zqQ?D^w;RW#&E&;ZmTYWZ{(u*ez?;UB^4p%8vZ0F77z;rpz~5nJ8!bji5ii$9_w~!x z<4518mHdSfY-#N~?~U+fl`(#!;8#KNl%eTU6Vbk!9Ms8+7bqXqZ!+#%>yog{9}~Y8 z-rF`r+a>KZ0$&w9qu0Q*-LS7y^3U&{3w51`%G#0LZ#L421s{pXP_&1}-*JV<8HH3U zA`+3pMn63nfe0R5*JEbCD~PA2{XksBGWBU6a|fS9D+?~xg%a7^t>GCS>YKeVWP7AS z73G&7-j{^q-2JR$D>~N|j8DOL!w{akO+@^VM8zE#@&=npL5wUMTSsWuyAYkc#m+F& zilQUg4G!&gIE@%tNA);(jn^2sZJ=Fb(D0ruZvIc704kQ%^jfw@9UEd%JS1{PaQ(g7EdmQg)H9;LX$aQWjri6hX^*z%v+aBlERVe@gy9*LD*d-*ad!3C zg*v?TNkWH=n=RsC1cOys3wE;nvn2*WT}0HWGBxdWaW5BC-SfDuUDgtDGFyMEZwj8f zQ1IyuVOVdLmWcSj60qS}BL2UCeH@}t%!@Mu@ixkGJnEHfWg z20}b?fvH#jqw(JjXx{a(RYnupCt3=)l{pr71$s(*GYxHZ1hf444rUBhJz7cODB+a% zKnQ6meCZCK(PwT3AO3=UdysqJkM#Q0p25zca_Q%liqm}hND^u|RKhYFU77^yqtDzo zsFqWN*EwhYQxNo<>gqcs>vV$gT@ptQm?h!?Z>O#_SnXmXh=?Nac6>c~*p#SFzXt*W zWgDFmuY|I1JVm9^0kxB^H?2*fEUKzw`hfw3R zr#;$|A-ZI#Jy5oar@wHLif(D3^C(K29!}ar5hJ533O13tyQp}tnC2PIpCMQ+=jqYd zG>STSCk_Rn-SbxU*jM5f>Sntaqf)BuT9L~;_`lOtWaF#c$|*uC<8Z6kUO1Jv0Z*gi zHop}aVcpZKkW(HI7VPy>rxew?(HWBBsld{SQ(xpXgYV3Lu?p512JcL@(8aVID=bGE zPuHtDsyY2tq8Kl)vcUfQrVc)`OuKB7t)Pqw#309zbNucl6_t0*^-_71)*3RvYxD|5cU_C6QVTdh`w|9>=cnAF-E1?Z010R_mY-zus-0VDkaoahUnVT5k zOCX;yoeP9);wepxWqAMeUE=$FsL;hKzr{3N*RC0t&5FuIF1d%^-Y>38QI_wRwRP_A z!*nvC=@J)IU!@z3co_EZ0uR5^82j>o*m-aj0{lW^om;`ip9&%Pj9o8yQpCn&jnDg~ zeC83KgKHZ3B}-FaRD~4CX?kR-_-ZziZ1j`2&pjR50Y%1inAh7Po+x!S zUH+0UB=xW8F(Oj!5Tf@kC908+#ExePQ>p6Q!}#q*XZnI()o?!)8tA`cZtk%PZ>y^p z@6YU5oECg*^U!30^zK5NLiE&*zxnhMxF+Dq+fYrK5?;4B^I-c%8M@>adQ#h2D1w@8 zyDX$<&1m*t`+heLD`g{_S~fRX8Xh5CP); z!j5QmcJMe*NT2vryUhXlGyl5&S3T?tO23$)A}j%a7EK8;a zB*FwRiJv;CVe#O<{XdQDK*Uh}iO@hL5*#Xi_y+!BMpi`NoZ5~75rh#EmQz>PK55|* zUW5)05b1^SC&k%^eeC-ghBJd;aB?f{b@*ik~1eR)e4H0&HP{h=3K}}2@)9qRtrJ^^@nUm6J00> z9|N-YCv@sL9!R8bUT9Au;+HZC*oP&Ou$=e>u{%%+@C1=*(XmHpQXeIN{KDj+yIyE$(&C>Rsifmk8~ zJ3UqypNCNE=JG)qymQ0Q;k~)ieupKXVj`p~-OyoQxYb->xc)G&?*~X?t!>}51C!Gl z3uvGnm(YugF9m^rrM?0^{}uhEb1M@Q3voca@IerRJi@==3{el@KN&s{O{`(yZzX^? zu#Gx1;Q_;|Ul-8QFnAZpkcPkfW@=-MHF3_qmT~z2 z40;qp?{7Y3)s?+@-{UjTRSvxUeD==YOZ(0{Dh za69kFvxNTf!Z1(r7vE`DJ@Q}QnqTAN-$^Im8F9(P1YbH+&nf-il1NW~`U1ax8>XFy z^x6F(MeBeM{Z?xV{%UFu{>7F0&srek%3^rISxUxV8;OOLfC4J>@poWGyH*$|&45J! zzx{~d0Ctmmo)D45gymy@uhif}Swlj6#UON;qS#+B1Pm$Px4?vN<^jWt;=-|ZJ<0OA z%5We*^LjjN4c8$8tOqa8J` z6nG!3zqS7pL(EwLIN) zH_xxnkkEgjL`lhI@1;V0B9|LdtM9$kl0kMSVFQvDul{pc?}Ly=nC>4yQ3UVzxlCKP zVzg_DGO@Sn`{pXO{oAD`8zt@?yb&=-&~#WHRuO=g;MiA}y%cUzuT zb(Vr=B-Ju@>UUisc)jsa*^Q3c1-7PY(_(v(^QSV;g6r)bdIG#oWM0~TKI(+>r~yd%Dj@KST(+8cx!e(6V0i(QUx@bu6IM|st-TN1G0QR#%i3KzYyIW5e zYo>&{YW6DLPPe5rB|;1ok8h?izq|D4Gzz-=gnH080^m_dX$EHTOz7O==bRUdnEQ`^ z=9nF1+q=y6GY zFQ|j1E2lzzLYl^~0oqDyHbGjBv#tqKcD9~;n5%;{Q|xpoW?_(z0e}0j6sl3{s&p&Q zvb1R7wEwAbnoI1nrJ{sXBdt^>lH0%$06td_`2iQMD4^UZYoYNPzgwl9?(COp=7@Ap z>-yAuQGcig@{c$q>s9HVmqK$sbWdu59^J~PdDi~4X4Z|o6@f#^v*oIUqd;T)#UThj zkG-z!v{2V$$$gvY%V1?KX9Ky*C!yoXEw}~CFF&u(*d$zPmlo>rYB^fRd>W_4NFqZ1tq~S@O}A0}%v~;@Y^9{&&~X4N{EF zh-*DW1q|X{4J-S>PT3Llt!EHSbcr|oD3q?&H=^%pw7~LaGx^!j^;&mG$!F!YB_E!q z#A9$EsfCA`k~XW*hrIB$VCWi-Y!`yE#1s2P2ykt~qrGiD8_H@!B~_cGS;if0UBK8R zpMlTR#4^jz-il%1j%80(Wm_Y9W*QP3$^tRPyos}Vba{Gb0(U7MpOfR)!r4A*o?PR3 zUFySBBVdd5d;mS&^{D$IUq$B?0t0TP%cfXYa-l6zZ7^m{H2|@{dvJCf?SEI_;_D;M z0#troIgk7nd6pg$9mwj+h%&NpFjEihbpku~t5OMCO^AtJ6m-N_tuex6d0QO%!B$4l zUN|~!p7Xh4{9*O;a~_w?njvSI?Tf;FMe*;oI>%4L&H%UMg*zi7sgt+mnqnivnPPPc z0;Z04P0E`$bgceiwp2Mn>&3C|HICPx(EykFxQfu|BHvGYaUD|p>z>DJ>a|JLE9*{o zl`nmxz`YedioDdk$MAGJ=&5vjhSgVud2{cVFY~k22(x8)c@BQ*RBCgz%)jBmr^9eG zIo|U#C9UlPEvl~5@|g}5`1fGRcb4OuE|M+*U9Th-xhK8Erx(&c;yR8Bk}2Dxt^m@v znsUmSi8|Bwe~6hLg?E0(SC?hN6UC(v*6KP!Ym}_2+nr1Pe*JHZWO)yjN1~{%sGI3j zbi6&Qy@$q1W>rDU4JG}_JIvIWxTg|L!(TquWWh)}%f%DQo;Hazr!FvK3XLl^iH_Hy z;LOlz$-|N@`1ix?aYCRn(|(z|#Xu-U^emC{ms>%Aj(Y65s17_afrsrZzVDj==R!Gj2pqgV)?YJoiNotY({ZBUE&f**g(p}ri zk=o~mpJrQVv0AT4j1OB7WuES7y9HcV=lq~>mig-*Pxjm}ZqwZ@-P#}Q=Yao3q?7iJ z)uHqjzo1iL@*j&5+s6ELPh(>*iTUNF%$Iu}dQRvo|IrvnjhqW6d5-EiNkOh-`Z&e+ zMBm-xAd_sVd|J;$s-j}4&*lZ-cHn+FR@Fk^0Ls4!rdU7ML-{M6c zoRT+;)`F3HYi5`bA7j`ocYs@$<t@>!F&(x^!) zb$d>IM9F9WiaSC@L7HjUxZNwlHe;C`t+s4cWn7IR*e~BHObGLwVSKasNl*n3N^gSV zZj1lAPU$T!smmIw^y1ASa6!s!ERE2dHBgXY|QWY`}G!k=m^8{x{R)LfbH8i>63__PC777vM z-(n4OTQA#%JSYf?fbN8#gJJ`2{M*|qntt)_%v8YdOB(!7By$$5Yf8He^H^jebQ&YaTQ75x%dK#J1f zly|sLBafIz1wb*hXM+HG=pzvMxr*orE!UTSji-|wV1e*5EDfXLrvqtq z_1a9%vYrOm^QjZ+M**UVGcQg_mUZ&3`}*G3&Ip|yyGc`KVFJ+-rX+7kMl?E=()q&k zV$_YaRU2KM_*A{`^87#E+oExL*p00BOt8|M>eLe+38y+2(|Z5ngQ|DCTLYpWD$b$= zixo+&etVXv(B2Mm6fpdvZaWiu-V|L}oNuUYTuPiu5&ZGe_zTF)j~+RDI@Bab;eT@nAy@QyCdS9=GF-(wFJdJXng0Snpx9Kc zh0JuiJo)N4Y@v0{Y~RxOxXqK5uC?CtCrys#1W|r+!En!fN*%miRQ)INUa1qan$KZp z33Nw~Jv>&;qm`C@tkq`zyGN|quHJuRf5r+HXZJa$L}8VhtTx5HuXPo%ZzM5MG1uAj z9!2xTi7qo`jDk-+#ABPn=bb|gq2DWZDNR0{)GTAKL^sY}5BORy_TzV&y7O0$Jq73B z)B(KGYupyIt}*RGOrKSK6_{{cS%C%9fC66anC$zV7*At=pu6p!FM)v_z0MGT%+Nd9 zCUGM_M{7RpyT)qy-YjjpvN|YNx~JwO`1CB7Q|MSKE!0Ql(tVKv_q0$OHAxSO#wmhq zu*fI+DB2aCr_Zq$zi{?LX%5ohc!U+%=`8)4sa{zk)CX&^+|&ryk{CSs$Z!G<(BO-A zkl@w=&o#}SkQ2b5bSDz!I`Z|2d3xN7lc#+|wC0J^m%7O=Wdr`pvG zsZTE=d^pt)CwC`I0_Dgd3WC^K=24Lem>O$*5-|71qaZ3h^j)J~QLC!V)AIFuUp?5x zIh;(w9-l{>43fUMjhQcb8q7`yTG_fO{ha98?FBXIUF*00PQRf%w)P9|`_}Y~L)TXy z1ryUCPzj*^u~^g97^G)0TTdV}qPVP)8oq8)XYI_mSV|x1fG+#DC>^S7T6yVuY}o3i zVtC=%1oP)a9i&e?+1}y&b!1lG0mz&=fh|);D`HA;u_F}>K2{x%!?!Dc_G?$(>lBtiMz`K*Ns$CSrrD;{lHbrXeqBY z;THb5}y1phXli%NdnMhw+8 z)}AcD+Rbm!-n=s%!pMg5cJ}mk=8?HrnAH;sYHdmKsVO*9?Xk-$aAJ4+0Dstd=)RV3 zwcH$_pO5hjTh`N{I~Dhhso@|NGHn`Z->l+baNc}9&ZKoUM>Y;wdf?bqD~s{7f>EsP z?AKL96)BvaZ5NOOynN!jElX}@vGqaU#@9LB>8nYjnc?W2N4F&N#mCh41m!*?OcJiB zE?vD>E3Au-MOt2#&UIV2gH#)SsX4f$)nkW)dCt)Nxum+%vEm3&Jo@F1%&viS!7^{p zANi=IB1i1#d+b&05%?;$AewjAoB;>ZuXqSkZa$T_l5LU&4D4btBg`9JT1>s`s*~4T zJ^kju1|SaKGt2ZZf|t$eusGP%6v4=`CWA+}=8pt)RNO~SZw`C@6=h^@8fIS21zl-? z0Rn^f=YV>1Ww8OI_@g15yLGWIeg@Y9i!-_mk{_8^;CwD7{(r*^q@V=aD@^LYHVRLw zb8iCI%F)Jwj%WPFZtd(02e-4H@CfwE)AYK_V3~PZaO;TS zSlNm@*XZb>xj4**`fF69nTO9Oe9G|+?eHum-vKee>K39zwuEBsErK#TYWJu7lkKvr zWL69MRVg~5_6#)BbSt_&D&54BS0FO>ax zcSw)vajh-hG%q-(B~*xBC?ZXpE(bmBo6cx?-%GrOGY)RJg`Kg<%4Qx1FY;6A(qB+b z-;)o3X1T6U28ZVdPE$tOe_@!Mjh1AT743Ipg9KPH=pbZ;Rlnc#I#pzcqe^De!sj`q zg`}C-C^GcPH$^sC{-cJZSsH|`lx#2GcMai-6B8BM29ZA+l`XDmsuk>@pVcq@i^LgM3KQ@cW|dwQk1K)$nmHw*>tPsx z@PtJQrbZtqOU)%bl~%iHG!Pto)Fbnp1k{)TO94SV`AjLmIIrm`Q*58JxC_r|@d z;x#oOBRz7-WZf5-+}%zD?1O|Y=8+uw6NU;mc_`9;iQ3*$Hs;%t%t;aK$~WzgaVJ#v z3roT&nhcj@gYd7l8HpivNWrMcB=ON$SlN0i3NPFs8h%dEoo8LhRszz#(6sp^V^RbigPxS+*?tJI*q*VjN ze^meKk5V~KGOg@h@DzbMOD?5!QIAZNb1U0XnrEXchGO(o9lV|Z1SOBKiuV;D#kZ6t zSv~xr`RhtgUHg&1eWEy;>ups~hsT$cLN6!4Y_I{cpoJAmimRsO1QHHKtrJaaivjD1 ziDw>1Kf{KLS4%|xG+3+v5iFm-#WXEeWVpaI=LtIhR<2OYpfsEpTlsWsBlR=wYHe=_ zb>%4Ys}tA%p-A90b2zSq$M6mi)|SN`<>uKj6Q${JQytfuIgcw!ejs^W+=(CcI}7Vf zPq0jPRKq&aiSfsyDP>tho(&sbY|rNtuk%&Au#p4#JiSXlFlStjz)UG+Hqzo%nf+5Q zKk)M;i|lZ4Yd7vP?d{0=LbW3s-y>T3usTHGzmy!l7VFHGLCoT5DyLuoqDJM?So6L7 z{E`YDA1(Dk#!nr$g8ztfVkS!aOD>wmUjKnAG&;lC&<@*GFXu{#wQ(*VA5uoY3+-WP z6Qdp>cD|TG`+?ETSP=g)dD2Z}r%DV$20PBP46;Le(eU)^ILG$}mrN;h0rai?APxaX5 zb!mB)p}iLv21W05c%AjxLZzLqIglf5zty<4BXIZb;<`*rzt>X&8e$w-i`UlS$k`4;(4X`YEJzWuZDPBX3iVwUu z9Eh^Xs_$iG;Qwh+t)L&y&n*HfVyW?zzxz(0jHf$Q?pO4c6o5LVD*WtZB8#SZ=wm1p z;Pi(@)RMK{kG>O9ErL<_mAT&Uif!`G5){<5ey8j2(|Yf z%0{gTSws)Y=%JFvDXncc&?e>XHqpmdfg*Vu~9c2eaKy^pi<|m zoU@A+-s}%+F|Zll2V3wj{OVu?Ta(pyBX1Y2Zt^Nj z>`;4;l_b$V{1yuBUf*#X|9&E_=#@dPT)+nfQ?Z@20X1U7xm}OBNnO|Gr5)!3TsT!| zi8bNGrqzos>2(DU0!8-p(nklo8l6XH9)&vq?Zf#PvY4nd5@yh%eo56X0e_$sVb}|u z#%(QfL&UEw*_vLztJeC@VXfbRBI-LGO9O!sdcc^oNVr z0BQ9IV0HO8a=$ZNF-7;DNds=^zfRhbVZk>f z;4rp?nCUX7-*-*8q4*%7;fMIVL_WUs%Um`W9*JS8i2fqhGb6$tU~kg$o&Kyl$~1b5em$()CQwwn;P8Z# zw)hW;>cL{5K)0t6Ylcy@iul6FwTOb&{QSSqXakolWlKV9N_J7i$X`cc;{i z`^!nhqRw;*$DO3YJEyU&Sb4Hr{KON2qRry2V*wLh^quuvOaypDfFuqR~ z3Z=gDg8|(o;zP4g=2flG(6h^K#h0NJb9#iV|VpzxD@28#wEqy3xa(B&w2W#oD(>>(c9{QtQZ!9PYy_)9KPxv@pDa|#y zYNsF4uoC|fo_S#r>lKQXv7^Sa##I)bd8y1g+uoI08B4w8Vf=y$z7D3qeE#f1#J`c^d%oVQSM%#bgb$`%g+_ok zFNms9pv(YP#;tSgqk%O^rjp>xMO-?o{NEQ)G3%z=lwGAILA#>3(~GoXsIf!r9yDSt z4?Se?N5}Sg1Y`wfki8i2iZ&B13vAzR%^^TFEN%CJ3B_XnBI`T8gbs9DysXa|;Fj-y zzjqhjlh|9k>-ak|k-TY#g>X`2H8r-7(|oEsXDZxBDE(tJ(f*PueqVCzvZ(n@K~+#T ze51K-yQooP{&Qng?Di%JK8FWx_(_xwiBT@TP$BZ%>UtB7TKFGPenx^BLRBr@4-NX^ ztq*t^TmzYfGI#MQWMb$?ub(Fe}C{KXHfSI8L zlQD0$Fz<;-h{pQdXQiQ0CU@uN$h#-~Z)?C2e%rY-#)YNP@zgAFS&1YkyMGSiu>Ys7 z6B@hkimHnsSWYyc4`+3FGvF>$MA<>mcNY&sRoBDa@5aI0aabrGi>K;lN;BK#w0ux~ z^kQp0;BTG#i=#g%`o1nZ_3wZD*EM8x72zh#NkTJ>g#CPe_>=+9?vmum#zUV&0dsJa z?j5rnJ<*w6e!9u3T)ye0IkSev;;LKokeFl>)K+IE4@aE<&oN4YpAMXW(Tgv=760{p zb>~F`VSSQ^ajg@Py&TWDE+mqQ<v$R)LyCA*h&v$p#!j^I{j<5(% z96hBU`m$~|7a_Bxe#{=yk)<}y9h?b;vAKh#k*z~T+4hgP=8%ddVR&16`t9D{v!c+S z*7RAK8XYbGt^wRmGSixTXP6RUlS^KqN$Wx=wT+$oC1H}OW2Nnq>XF|tzjXW%ILrQQ zaK5bDN{d_$M&gZ!@%aoRO^^N%zAISV#~XTVSUaKl5X>gz#x2zwqy=_5GD`x`$nl#_;)GlrG`AY7E9r zvkwAZG`wW6!l@6@M5pYw@O{M|jdh=h@DcfGt^1M`F#72jn+IBD?B*?Xl;Abd?;!J8 zGMdH2(uD%agrGx^m`{6t@OPqr&7{cFlK<7DmNK#9BM`|}@BVdf&YRnh&)imRd(!ne z*nwyy-zs~0+fuj1qHuLgme%v8o)x@gQsD%&AY-nCuIHVcx`wVR(!gRUKe(Hs+iN{` zx(h1EZ6|%P&@+jbGCs*D*NK_@fh_boLzp45x~vJ_`Q&kQH{PZ1@jZ0Ngy^(@p5h^W z7sf@A?O4R0SCKBY>-laeR!tva7;9;Qio^66Va=fA7rER6h0FpGntW4d`|Z=cb>0M| z8&odJa?D$${pToR~VzUc#zQIA7rQ_})yRg=5t?uFtUXR~R&%w{Eo{!3>r6F0-6!x;m zO>ie!f>~4;d|#&5UUbndW(rp21)Qh4!%_9fV49s;n4&V%s8~dC_*`c2q&)<%UZ1pb z8Yfk2N0dfe(tXZl$^chzT)Rc#sABj6Rb!>`IF7V44(NT^Ln^2XxGy_(c;D$t{m+6J zlM*7nY-98aW)yikHpnv~OzK)_aSpWS2sZ z6UWp$Re?*rpaJc*SZ>>GDvu(Nq!b9IgOiA}bw#iu0o;FptlL!MR$yz8dTE*omWQ5y z34|D?q;%8Y%_CxiYg^ZkfQAbs<0(;&Dg5KH2|sbx>#{$`_SRTupIN{e=rly-OUAmK z6}#aI%6B9|^*ZugrI`*tO+SjDi9&<&g*Cqz@mf;$tZ#A*(EO28Y6?_!0R%MAF$hA$#VRrrIQ*>;Edx?fkn!RfkC zOaHIzOWK|$I3_AP%m3%O;ACat{(r~;7H;nU4Zi?x(Ciz2-~R|*$?J=j!`nl-%}X^3 zuR9!71fcN6@`+Q-LGYrpZv4m{@c&l&jLKuuYR?&Fa9HL zp9AC8MhxW$Vgi9XQl#}kWTGTG`IWi#A?zp+Xy{;p;-J~tR4~8EKOAuSte~V!P-u!T zzMTPOi9u3rf>Nmd{f`G_>HL-|a%FJ@8ZugXGD>(bPze!|41lL_u0fb193Kp75gp9B zDBckvKn?TgB0_R?-Pmd6;~aGi{0K5~Y)l&V0|}aruYVqf1_E|5*ywUsu?@cfMJk^K zE;7JG;5#8mY8xraEfo{X-NOSrh}-y=vL&DgX#kqf2WA7!9%Qm>$;FNEQf0gg9*+K@ zWFZQom>)q1b`Q-ZDKOk2Hs?r!D*0v3Qq zpMMB3$nh6{KhH-E0a#b9EzGZ7ypK)+1dJHRk^g=%!;Bg-!hOpIXEpGml}0){2a(s~ z^wqvCqF8ccaJeh(31ztn7j7nO1H`#x@pWarnE~y*@L6Q2KWZEqn|pscqU;K#GZMfj zgN#edMoxn4{Sa=0UQ~S1@>Ww4 zF5#XZzji`_To5ucVH~hXNWs7jviN{+)6xEaWwDvIqasuy;eR(2KqWa{IoVNK=JxJa zmX@0RZu{P@t;-0kX|Le?&WruFQ&SP~0_lbv78Vx4g@w%z4{w4{mX(D%eFtXQp-_f) z%mTj9t3rGu!6rT`u((PAjf*EPP|q(cXr`OIcA|X8-yz^$Ut-Sm@enYP?`W^zrEk~q z-}r-o*(;Fn(F@;keRle?F?GN31*DTI!br{b5;_*U4evwbhYgH_yzbN--v|{h1rMUs zD1O^54Tw65Dod{Kk1^1Y0Y4znzJtk`pHYb%(?P-Do8QGUgxdZxRq&9-JAz|C-JWj+ zMS%r=O@=ODFM>XQ_3e7TZa|EVpX5DPk{8gdGUY_bN`sMFvJaty49v@5v^qGTW|J5@ z#_h;M!NHTNXzRnEtQ0Zb(83|UG;6ZtGeZQQ;|4nQ+4Wzg-TuqJ0C0Sy@iplH`2HVZ zV+(dLt}??hA?tvS!g+4SuTr?0J|G8xCq{Y>5ChGlR#t9Dd2c0+8BLjxzX}q9isdPNjg0SeR_J+ZS?JEKVL2|m!_jo_6dE=Iyg^a#)d>bF8p=Z8p+i**Bvk(1$PI`TG_ zbWf)_>1qE;B+EdSaPnoO7Q>gWY6j>C5plvljw(kScf7 zj@3)9SnH?HXtMsWkPr9&-U#H8e{y)*k?&by{P-l# zGDCDwOdK+U+uCA^f#@N8;0$(=3Hpi@>Xzg!wGZuDmGIH{ZP%{vL&1QMlS*Bc$A6qR z9Y;#+dkEF8-VmPqPDWQ}{U#VtUNo_=)ABQ;vW_QPDunwUbom_jYvUv&%xf!OC4a?N zI@Y`s*di%|fL}RQ^f0ObFjV4yc3Gwcbv=|a`)8c?uZH!q8(vpDY5AS|45|7xO{fz- z6*;P%23rve?V&W>n9%q@rLsQVkAv9}^t|CM;n$sWvI^n1+i?C@7Q;lID|76F8k#4$ zo86a^-`{wJ(M*x@ngK&_IAra@#3E^osEZB>7{Papy5CPypIimpRhUh8o?u5>O612F z`nvuhcZ3vEgE!Ny%hZz0!Y3&j_Z&n%|}!+Zx`JZW(h*l{w}N zUzIxypC%%r?x!11x@e0uQYisi zn5~4|Ayidx@M>c&T3_mipn^UN8mV`9vy`rP=UpUKs-#&1 zCJ-^0)LyrD_p)XVcg!TYc)L^Y{ZG}6))&YKLr#sqCuzSWCTA!oNxg@M&`N`W8Zb|| zgz#7!qYYs-%1%(&ws?(Cg5CBR*j(d+1d6xPqZOK```j;%+AFoBSU=5IM?ocCo0N(R z40adA3uy%s-H37Q<>WKOMIb1qNJpV3CgU+xD_H8+$-_{Zq? zEx2x;$3Aq^%R$Ot*5aK_rciT%7j67Td2`(K6An>2Fu_E0Lj>0roeICYBVWyn!a}HG zvXk6M{@l`kz7894m|at~BLs ze(|*3M@ul9EtS}dSc+DdkL=!8wOK3ElbEL?%q2j_-_|TkfUDp)cWM{ z78C3&EEd+w{xJ|wmObgZG#{WyKAbO+CeCHMF!t0qlx2CKC-s-g=b|4mNxg(xA%D0S zbOe5*3s2yjID6Z}wjv9NQe`w?@r9!g4WC9gRnD^LxxRjFsd{>wE(TfA<6FL(?ROwE zDV4Ptc71er4dz$7LXv*-jU*J%K*xW-(;kx6%Nt8tRxhkY@I5f1S(h z?!WEpYe&u-lgLTDKKYc{)wH!bbXKnnz{el=i?sUWw@1CA>BqEEto^8=%Bv-+R7fSx z4TOs=m8@cLH&AhMReDrNv$(9Br)>i`d66$*>kz^|QY7xhI$R2-LDbk8Cw&M8pLBmZ zD<^(-{{y$$73}~{SYg*qhwWIQ72#7Aa_hw!)Wu1`>0HM4zXj4y?n;L_6FUF+N;Rev zwk@#NclP{+^3k63A0xH;K)2K-3~0^Ju)I+C_+L?SpE%pd!0}_A$C8hX1YP#VGzxjs{W(7=ee?b zc7%VcPcjYow@9a=dRf3V_FW{SiRW~tty8ljL>o#bU>R!^E+^SHcTAI8WQpUkUdd2Y zkGhJTk!XQ?Zt9eDDEFtd#r9IOnQVt2mu3w<${ssnqeG|#ef`zU$ zT{6RXf!8aS`=bUAb#irU8V6>djVu?fT6*DxqJf+c*hFW>F;hrF;-Ds!&Xzb((c`h- zFGl7EWu6wNDEzR+I($I%^l6S>oT8T=4Ah6dp>i++#Q09#>xt~VV;dz-n3K&ri_ zZK*o;Fw${NnU1B;9mCc31cyn;ewI}ox+cp6UF9>q*`O$s}FAdm^3Kb%nKcaA50IVX9F3oB>1;iFF2JJ$JZ z#AqidBegf}p5~-m`=9cqc#G%(yR;Z34x|ez>`e0gss;q`29xpfeHbgIUhgA-Hv733 zA8y`OMtYVHf;>3fkR2sm>lsBc?dZ)|J!IrhGM$1Fe$@j(IkezyZ_Cy@mcON8x2a8d zS)|r^bW=7`>zn4GhE?zYaZM6V3YT4O88IV%O0S%`X_86g`(Wp()J00dU(4)8D*qeB z2qQhnxN>4siuKh!c-w57eisvPe69 z#bQGrFf~k-B&n0 z&Phv4)euP+KjmY1{*#IQ@ojrs*LjK9JE96=P{UY~qdS3OVb^@;*Yyj#&^GTy#KYQ( z)qykb7ftbz0#OnUBhy4uXBWd94O-W6UiW9;SnGMnGNh9UC}qB6r4GZ1%P$eQ9iYgeWLN*~XHko8j2&E+MvVy~FeiV~nt0 zB%pJp>@*jGvrhJPpm#JW=rNdGY_G~wsgpgGGcH%FX;QlaHsn-r*Vx8NpGPZIzx|%~ z7~!WcCfesRf90&`QgE^FRx}VcxD(reQMr1zpVO zZGoR3(XJ1(3s;)CX(pbreO1sqMJ+N7ZU*gZaz?J0=TeRSP9$7QsuNPOb##4J^fqCZ zw~MWOoR~ras61g$c$Lqv#wbl}gu22hO7ig}9YAo5fr92aUPK`rv`&wIroGTy?7()c z%%S2CRoJ%0&Ln#LPX;FNXz*WPc@Q-#T6Q#`>J*~_#o*UV4LKIn6!MS=FJsbCS)WVw zReE;}tW4V>*_4Zqhrh3O6Uyh0yuMAu2b%~SuMmoXMSGtq@cnaw2qOkhxU^qYV&9KqsVxDqd1h+{R`pNKz> za_;}Z?{5`*6=23LtsTa_b)Iop&+6rCK*IEX)tH4Qc(pp6WmOO}{u-|3CWgsBjZZ}V zg!`w!YoYaxfRVGbd(zLO&6(c*na;WZQtoX(^z?vN7588$)|zPh#V(nG9v>=GY~yix zZy-mt%##`!n>3GhQFG+Ne|lc)%R>Uzg{IjKbRz~Ms|jD>Rmxa$hjNZZ}BxgO-F)gg*96M_}L%*SOPKv&NKvK#T;}|t+Sm?X)#!o3a zrU{k}$);~9YflaZ%tQ6I{6<-8dQ{P8CzkK_{6SXUN+lAl%B{BaG?&GqI1lQh|K>{t zka|bGK)2X^OB`S$jXxX4GPD+IWSTOd93=UWak+)r8@Evjwk-c-XPOA{i3P&z&CM;F zjbIOYNZsb>rI*f*e*;@L;fO|%w+yeWP4gz*ccLY>BobHthmgS&1IA|ehH+Cu5=Y@1 zj=!h3{RcIh6I4q7l>ayMhAJzWHvxhO=zjg)`;+H)n2IkCY&B#kV!Egop0T8Ns2w~Dzy@V5q?<8>7a+Kg=>zY$JR!ObF(Fk4C!A;^=w|T9dxzG z>40%(*!mYUNp^WM!~Qu`^HF3qZ2K0GPTY*j!7-WTVx68?;5*jCLZ2I}S@S#wu<)Bs zj_~zF#2;B&RqxFb*LJ_m`dGJNQCrSu!c;&>HT_2`mpo*C#>7{mT>j^ z;is%0_nppynt~&&MMV2LVhnqfElk{=_TE%Tb<5H4X6h3$+VfMU*L=R53&*}h+sUc6 zT=^;j$lB)+Fm%`o5e+gz-5Kg6b*p4_|5@eRN@=XHdaJ zDbbFa)N0I?ktRVn)3}PqIm`v~8ZOCSW3ymE)NIxp5e-l%Cdlv&QmF#~{d!2X((#)g z6(S41Th~{)_)gQXt>0Je)iQ?L!(yI8hh}omk4n@T&@p<*eZADD8C#kv1cxo+-?)87 zI(MllVZJh_-T)`{#Njy6Y~s&;^C)^nr$Vb<=8c?9RcGuFcbJ%NwgndRyL?}6Q(X-o z6Nvl`$D{4njHj$?LzGM)<^j1}NsqUJ_(Jz@9Hip;sGGvFG-d4uLgm*|>ue(e@}-Q= zK&%4UOI`PyWWok5bv%Bo8-*&i%eD2qLQEHp{VMKcmC*15mS`gMLq*6}?`=M|UM*hWWWw?BAo<09hT>=( zr1R4Gm|Z|C>Re7fAq0zxtY+&w10r+OGwCOewR4)bTY>Ex;iThEH~8Nco0PXWGF1lt zAfb+VISOZt#H%te{S@+Fvs#!?ksTAHmJozPk{-*fC;dHG64jyw3LaK{)^q^GFr|z( z=HEb&1SNwAFs5-pbz=^_@u}C^-}#j-^h|KA0y4_#m?M}5V@iqn;J9q>Pq=V5 z*>8d_)*N2#LgF1u`%MSKjq_QMttD14=O4{S9$gzs4jxf}*-j2yyHS!ha-gcb9sPH) zzxQNU%RTQ%9~*T+-Q_sKk@S@mrk;WGF+>h&0f|oak&4Y=x--w!E^#_bi~iGubC_Km z+N(#cO&RqgvESu}dAb1BYXe1zTcZoEQX!#7&>p=WPUBE?U^(uh+fN zXVUBAH1|2+`G^4+!>dqB-Es?#NIrbA?&g9azrFc8T`$nj+iho9eSOBl`f0tcyKzQU zET^jMB+i%1Xk2l(|D^U2{Ij97=Z1E1R+kmYJqLFc5!3f1eKqK8{UlKP>^MV@G<{M} z=f`N0GAqQITj<&%0VXvMZ-h*-I^po(fj9BUn5jB&G9{Wh_*by0Pa`I1dG2;SCzy(; zad#_V-59v4g<_HhR}#I7vp)Otnv1AS%a+)gYCD=VHmMV04{x6Bb2~6W)-^&WGr?Z& zDZt-jDiFs4=>aq6EeRd_E1AtHIBNzgr{nFsj2^bqw?}|o8Tr{?HJtSU1>RoaG^3td zz1s!IZtRll@KO3R^mjDiJ}HjYJ5ywhs31kKbKUIeaaOSA!oX&n&X9^s4^%5VIkDp^ zh53Cg`l$X#(x_h&r4Pt@Z&PdWDpt>e4|;JLuhmiX9;vc+Nj~Uo3=RTL+KvN1!yE`b z^=T_c`1MaO$8;(1N382G!i^bhdR13>gPj8)rcx=^iTDSnQNiB94@(kU=!TW^^>}sc zy+?UswO%JQmo!Gg(F6N64)rU4bDKY1pVcD&6$fRsY$^mB(p(>2TCTeD1(rBvwuU01IVOwoq7sfmg~XoTkfwptmm$La7H*yb4S|24Q?4^Hct9%d(x7oyQ}dFUGj zEc|u)K0bE{KpvCFt=j}%Fr8A*2aoPlEv>Ye-sqJ3CS1!em!e!tQ_XOY{bj4#Ft$Xu zeKFvJ9&UGAqv@RuX{*aK?-J?F`1i^aO^c{BvVMcjvj|Nl+a*-uBE8`SfzRH&F=rHc z1U-cR7KgvNxJ0h(F?#f?%aYPiR+Om*2BGiM?(t5{6uI&+FXU39uW1&hjxWl)sTihl zFp8$rVrM?)pD;}?yy_Nh5{dT-C5rtoQ{=iV_5w)?4EhO1V+C@LZ4rW?Au9V)KRv6V zc8-f~v3~wj!54Tloe(JD%`a1(I2JX3A(^nAsAq%OMVDxr*JaX3SzZK}WK~=JoBySi z6YbS((oHVtNEejo_~?A#X5K5Nx8b1^M{#Li_1vs%D0>`^4lLW+!W2DZG5OljU)rVr z$XXt2VKGf^qqF^6x;tT)>J6j4^hwgf57nLo-{{3|%Qc7S%PEc4T25aY3cw`0vF{WR zI3W4u+Dcn1v<(lf)BB#AX#67m>Gj}!^QF0YgCN@JF;Hq^bs2A#ZG3>9R1a(8i&%7O zVnUf{E*8oDQL>#GpnGTw<6ZBIM9Ew!*X-r8`-(arg(y?@4LTV7#PENvAeBPEu+khA zz>vT>Ihg-<^N0n`&c%~Pss&C1xS47H+(=}+x|*Tt-}>Lf*-;+@-MU-TzXjV5d!&t8iG)NJtb^_EVVuHAPBxcXl=T&&2!)nr4GH zy|a^!hlh@}0=#+)^jh)<1sxqM^W4<*^0>;MDa0}4IZ$0Nia;z7cXt2;pO}~!4O4hv zd=1~$#_j+re@S(vz{JStqwJ^_C7}Ho@ZR?5Sl8tPE8h{~4*cAwW}72c87n6(VR_7(~OvCB7O`czzk|^c1cbT$?8lG#_99 z!BUJ(Z2?k_Cq7~+j{!Jl@HSp>M%$fM&~Ao+8K4~pbVj%?xVq~6ovUvd(+H8%#ntCJ zFblnJc^>T0{uMjWqcde;=T~;W;x#JLb&m(L2DKKK7JOZGBmS;HRb}ymkY~r*zYto= z#?sRkqGN-1T$5{q<9AhYuirKEwE-8Ko|IMq{@mnct^Toa08mn0#WpteF7V8k&bIpG zfOl2X61)6u+6MyyUOnBHN|Il7&Ns#PWVrQekrVK(*`3kIHuiqKr3grUVnge3X_1UY z;zq=L3Y3Lx_}JU%Nl~QsLP^ZbPr&w#ydig%blwAR`~kbY_~P#?Q*+%(%#E(j5MJO6 zftu0`6N>iN04-?KH(yG|w;$OzKE+on%!fn5^S9C_uyoo>xc|L#|4}>l=ZYl0A!G0z zc2h!fb)Tx=)vC(_^TXM=+eOw5f?FkG=2P4;QlsCT7)GEX7n{ zIx-Z<$|yQ|_xw!TV`>fI!}+K=+oAsI-u>497C05o$DRYT^6DQKC0YDIejc^K_0d%T zD-+y9#Ccl4e9{0ly+6=btGESl|VQOeY8JQXAKveV-;OU&1MHNJ2i_plpi*|88{ z0ZHLc{MQ?vWu;=n3+E|VCwfx3H~VzxC3_a2wI4WjX|%p}P%5v$PwVMR__90!AMNS_asCx+Zsh7|S@(|C;t`il%0-kQ+lR0t z^q5XIJiUS8yI^z+^?ulY(9W2T6{LbV?VI=q?|^Gx(!Yj_X891DoD&0eN^R9vO85~t zD$^Cd3eXFYBqDmZlo26$4RS@_itCYFo|Fj~e`WlSoD36tOH&RUXVh|mAe9BbU|2WY z$4*FbwaRyvKGS8TUZ&83G}4Fq*Tq4A<@cA_2DA?Rm)diSwz9qOESxE0P+7aHImv&w zZjha;OU-1SDT5a%4bWqH6Yg4qq-rZb)8CDpEMcxu)uQ+t;f9fX&&lu?9mv!3$s@Ee zlW<#Dko~K`Fsulin0#obHqz1+${y3=b&KN9zm^WLr*peJc3}Pk9CWGaM@T z*vC_^G9)u~Xm+jb!Fk`PbC5GAI-YN1=@{)wWfH-=P^u5B>g_l+$fq>YxT?*7V#r^w z3W<6Q`T4Sj7e+SRk#`@(-|q}w3RCLYrmr7H*?ti;v93PCZ$oXhuHrUItT~sh$|Bz~ zVY_U~MJIw^S`YOHbc#+I=r1qa^P#Ikv#~^=qSJ}!&0Jzb-OXon#bJ`iA&|oXcIWl{ zh)^c}1M9t0$QkL&q2+(`3-FQvzD#*VaU~vTUf~kYK44PRPCxXtlxw<1Qd?na%xmX+ zBheYCSe|O#at>-qN&|H?NpGi`=|id<_OJn^cLQ5z|`_~FlcGG?>b zfpphRZAA9XIfnT+wrdAA`Sfj@iRvnh0;<>k&{Ha5yAp3Nm0DXb+H~~G>1tH}Y#_`s zHu^+S9d~zCsrHYQh}(xE9qz1P@|7ZzjYx1JHx$igAEZc}y=c@BiP)+YM>lWUzxd+P zUqkcY5JmaMy-igBG^q=vtG~oO5;@9^FEB{0yNKx_=arp;K$~@Q3^dxJgJbPv=z{9F zitlHBOHEuz0H2F&uMf`p_PebE{u)FLs_saTd~DX_4F(|w%oWdt%)DiEZ0Yp?vrEWK1J)7-{p!3N%UYB+?<5h<@6#A?OuRCISK0J$^?~a;kIILng z?8Q`-hi(+c9TS5ZMPpyV9=Ivf%Ft{{ypXe@Q-N5A+aw;8E?r3P8?v)I1j%?QR3M1K z0zYn9HNY7_sJZv2slon9T7JKppM5dQUAfGwT)6DOSl94!bSH8tx;Y;nN?+~@RZ8Zz zG`&qV`igIaGwNn&zC>9hl>NupmRCrFJO9GN z_+sc!UrpwYT6gWaeHms9XO&2~AN)Q_9G>KV+0JtSr}3Z=L)2q8LN$@H(AE2-1ksyd zwHqAKn5T3{`sSgZVRJFaZrzoVK?n-mFbNwUo}x9$9D$A2vTts7#60_JQEMF@(u;c= zmO^ss9~nQa=tG)gbGSjKHHrWGIvT=%b)@_T+uq~;FAr~2YQ`>M!;NiwUa{Q3wCwS%t zk`wgd*<{Ogpy(p@4# z!(SL~VFu}7Y0YbnE*KQ6!n_|{!FMuEM<#m8$TY`;4St#$i%L%(b`f_G z@a%FWzUxju>+axi{_2Ba4;!$3^lteA{3Qs6noJ%qm7}mza*a%dt{1ggm%9IRajljk z5%>_nfRr)%=Snnm?patNj?Cfsk=goaSEXP2EA@B$WUwfNGD!6)Iq$gvOKE75gp z4FXch>^){oL9EJCp9b$~Ll`TS%<8#{8~rchZZeX6t28%Z98DIY)CEHT(#7Z~->M8( zLo)T4j@bl=^vQ2#+RgyXlJNiQgCxM9HA};vTN(=MZ+k2!nJh{NoSe+0-(72;F5I<L8P>a8 zaKJ3cV)%?5GIB|5)({H30wJ~EK^k!d1xdGshr(JK4j5QWhW6+G8YjB9^A`=T&U9SG z6s|!6@IQSZz7uxm-)_e`#UV<@{>uuhSy_=_%6ByMmX#ZB(uk&VUU2l;oo2Bj?u?n@M4cLi(`l}b95c)7R7bMZxrm6Ni*c{qj`1=o< zze+Cl&EH^gX&^ZOlj5GcqWYDD>MNn6O1OEj%EWO9LsRI+{#ogT8$|ORf+|#$EV*?0 zKb%U`6*pmfFKJtTb{d6QCpc#9j60DDY_?_Csh@!%pLHye?ospxm~UJS`)gvD1}RVo zGu;>KW%1l3HS(fRnQF`i$74u_Wk*G{gtDlhSa6pFJ`Z965xq%i!E;7s6Wq|)Et^R> zJgoi0GTgXpGDVp+WRzVO{Qc9c(`#$eu&;kgE-2^gD}v=b_8cLZLV5xkC}wF9jT_Rz z!X{2-hLQPmyD>jk^;4D2h$NEHGI|ViPb!(1(-bzA>$qm+*y-I|ut=&5emd$NCv>(c zdxwAZX=W1u6b>_#l=h8fnYKDXzj%vVI){7B3$aP_cvKu}lh1fqr;ltF^`ca?$yTX zlwnxNattPTNv@`MrR%SdXvUn2R!kGnr1BT3$&YIFW&$jzdU%j{a4o}JQW(P{@4 z82q`T=2q>0M@NnSvpAaTV7Zr;y4#NiLzyWU(mXYOZvEMIYAciufh(Etlk)4or>f98 zFV^mIfDw*w#_QnW@prrc9LNDvn1*8aX?pGbG`&a(x#u7&mD(eSU}Ek=V)SqTUqa%2f6M&>oiA(N*@O60(QE+#z5`Ax`GO%T98XRCw-wPDe-j zCb~AS3r6fbgPD(ztNhO#YI@ZH%^&~S=Vvl5d?Ee=QPiCZUBw`DTBw5(1(LY?f6toM zRga_M1;Gow%F!QjS&>pUiMrm}x&b7&=YWx2)3G8Qp2@tQ-_=*i$#`>-e_68u+`JLc z?4fNaxxFr+{|wbPWhE}L+bHU$^4(w?!mU}bj8`VhOX_7K)X65A0`ipVdmKx=J5xz@ zYvSj=dYf?RmNzB7tu437{1t3Etx>wR(Ja)7BChNk{QVPbr-(?eS3k4ko#8K-0ID79 z$e2jD5?H8mWGh?pJ#M|`Q4`S;b`c7|QTzc8L`|lz1wWG6*eQD2pI$f|TLz@!6yW_7 z{2Nm#w0SwYy-FQ+|68P3XPPSIqvdcRYw6ujIYl@=r&ww?>o{0JiuI7eV{(%n={9U- z-_FBcTZ$yu{=L5qUt$u`E)0|LVDr-)KFZ$ODtI3LoC)y};qJA4K1h6=9AyshL!Cc$ z^|r|Ud1&FL16|M>tN$oB$HnoDLQME!D~6hS7fCr|+^GLd%(`-}rj+d68B&YKRWmf* z)$xKXYAKuY$J0D>+*hGOJ2k2X8Wicep{l=zwQ6#_2b_0L!ur@ z!T4jxTDeQ|q{h7UUQqsiNm`kyP4F`?GKq6}aV4P%pmOfT{?v5R`IqR{{;(-Y`1R~I zuujin&l{l@`NG#GQ>*(pm9pTA*tEtfpq2XiF<3*=H`hhgxo@JIFEb2S07-n)RL$>B zpl43#t7=K15M#-p=+K6r3VN!;O$C3=LPvc8m%?=_R&IwC&D@_BbZ_DRe(GGJ$Ud`D zi!uBB(OTwiR7AZWR*~s4i_3?QmuM)E0wF8znL@E@^@3oW4W(gi>plHv!XOtAa>P1* zoQZ#jw|AKENR1^&96AFfww}{L8Ft>8as6aDi`2xkoM-Ou^`X{767Yf7Yi(`V9crh! zm)h3aSx|*qhHUKekuGbE04iU@m=T3{rFk2wMQNtt`2HN}K@j6x%3 zO0BQJ{UlbH0|AlF-+8IrMiU#F!y%}@Nd|$aN(FJw6EKGJQtfsR`u9*6#L`(6jqW*)k2F5OLBmv zSU9?=MI;#=Me+RwSt{4>4ww%SYJy-U`q2?$^j_02Eo=&-f8x*k2NdlF^g|8aUC6SG z@YwGu;ua-Iw(Eb9y6siRyZPRwJ`BGfrXhj^y)c)ZTDCxV)`KKQRWjm2T-^`6IMnGP z$z3mwn1Z$eHM;)RO@8SAm}~}fk&o=;5@d7!NMin@$Qx&8n1OHO5M`7Rn~4f4b9!dPhTfkrt*5sae=k># zGaRZWF%ds0vV%+Y8;fDt?eD7@w2-}!7!yL$x9@&8x3uw8%(+*XtI-P=hyQ? zY7lW{4Y{;wMOy%)`IAh(Z5oDiOQhTu_1WJc!eV;Xf%LWL;Z*d}iUvfuyVICN0w-kq zel8!t{b(BRfsmrjv3loZ9O@T^1c$ZlD6MTdH08FkHPSr!r1j{C<%Sya%YbItXOR7$ zWP$$Xe4e!)G^mzbKk-*gnJyg7=%~`q+;lJ@o~>X3nSrY|vMM`FFPJ_6EwRGzY~vs1YBx=7gOUh`T+8XvRgzK@ zVka`3p=BbR2ce>_+s-x858=Kp%L4kVk~lBSAK5X>T)K{ep;vhS2QI^%tgjUltt7+F zLugLD+NbB{7oM=?QeH5!q5&5a$Uve4d=ZlT7p5E6+!$LFH;4+<9N}B(-sZaG^O#6tmB=J;g~TxJkkr zO$;?9_p&jW1Vtk{8(E0cz0!%MPDdsXu!E*#b&^Mxdyoi=($S&=^7EY5!L*o+BAzqj zAnEpyuuW{fwbElb?yV^WeX3+sVT-MX;To@I&cI)PLQ>1`CoI*5WaZJ0qpvLl4nos` zS7(akh9r%|g1SI2CRvV>m9wP(prOCX(Zu6k61Mt*c^Yw~jqiw_t5wRM3Kv4)e*j`Y zoxfV^_5?MzNT%4gSh+l!0V{={`G!~H=h8BBVxgmJxQp)y^KVodXb>k<{SJypPo=kW zCGBHa-7zj$!|2~~jI8b~8LOQoiy`4CY@wG~fn1(})kR*a4XDJMs+hkMV3KD>+z;uq zlyH_?Xs;zTV`~`ZD^;5Wu70zha8Yv)dVd6c)2|vEOvE$A(&O$nCH^U*PoRG8CyqM$ zV5Ffe7?jg?7ws~%!J66YVm=3AEB_p4!WN&D9D6%jC zWMk1rs_5&5C>z)Y7Ah0RxK&{n6MyYqNHcT}rU5>HvNKr)J?Y^kpK#_Y_!t*a$@o!( zwv|9ZqHxmbbTTYetJAq&*LWdPR3FSWW%<^yeGiu({3VoBOg{y+&tD}osRD{LU4lan zrnS(m&Z@y|ZDoYtY2e86mY>57$sV6Cp+7*RTS8#E(;fbZDxR4h@Ad%O6@PxWJ{xSH z0%-F_>kq9IWzB6jFE-{D8^cCAUz@LXGAi=HB^(X&SAhO81*#bD0ZVQg}I za1rU{y7mi$O_=(yVn1)5N&LfImY1|o0doSA>5v23#Ds$}iTkC8d~%+6!EFX1#ZL?> zw7L9Gu41<<6SnqiSnra?R)4(fv|Wmtt`>m?DkE4}Zvi40eVl8jYw( z0Jz~vfoP|o&exRmd>te&ePMI7mW3^+6q8W5vp|9sqVz|&LO2e}v3cYpk z4woFCINU_-K5#0iHoY1aj?P+5Z3 zkxLmMH3OU&XOprXiQXyZ5Fq7mrx!3#v8Ee+{OI-5TRbvhYL9dIfq^Uw=(r!<`)+TA)>pPA`90 zLX|;&nL0-?XMFn_Ab%*jytpG4_TZB0Q7)O(ofQiSrIjKBq3zCEIe7uz<-}FWO5une z!7^hjEoOE6_9M=CHZ{rVu+37C{r8v9%~}(GgUR8mvQsYY#7)#6K{e724jUW}3MP3W zsnQvI9~@Vmtbe(9-A%9!IRwII`F;%s4k(Y76~X!D;ZTjPC?M1GW)qkMj7ymTL9;&4 zDK>NWkiha)AK^fDr}iQfarq+?r3dqnW#NIMMMnN;FmmH&c#9T!}so!*^eI zmkaSfxB@|Ek@yvGhrzxsH@IA*0(djS^Zbbt2F>ApAK1TKf>t}rJ zyK}p;Kz{`}rWH448fR?}<9uf*&keLC35p3w3$||p*uzpYt@L#~vZK#Zf!GFSmasQ8 zx}7s46ZCOt%roERN0eRshRv89N5m_%A0y<&A9v|(-j)rM1>nUJC*0+mo~qHGR&ZRy zbgZR%N1`t)w9s=X5-YFXJo^ZNU+xU6!`vi})PD-ZcI%no$>TF7SZSV3HZcO?vhs%& z&ZpR3jeED905-0VVG0QuH{{3JPeRRlj7SNKmT)Fw=MA>X-A{O#3vvO9?D~wKL_791X%5HsVZ%G7{ z?SClZ^6&j)G~J7dXpVKe6<0guVN^kwo_SoCtr6YhUgJi3-4E&!L8sdK)$OaK(idq4 z%b_Z$hGU+_$Edk9wEUiAkR+{NIgUntCM#3>EbwV5aQDoS(hLM1qnsUQLZ`weo9eaM zg-eVY9dJ8B1vx{VE-GfZZ|xob{^%Sd34c<%F>jkATZ60Utrl-Fc=7NDp&?o=SAxCU zgiNDlMCNb4X0w@D5mC9<*Ow!;e5bq={+V1c|F+Z&zIQ28Syz|Ot+5+5AQP^0SXd1T zArx}SK&Hcg;i6bK_&H$2sDDG} z@j2jfK5sPPIGD>g#gCxbH10KGs@0mi{afyl8EQUQIkb8F8qTYh>IWm#Y)F*YtpD2F z!nJ4PXS@R*IM2J8OirH;N9qsM1wtfIwjjhL`6hXD?UhED1_w<9W$zECB($M>K7I5g&dGu875MDdVdyF>T{D} z8w08Cb@A@_C#9nFP`@z3id29XC9`C{Ip`k~pX@EJ4)O^S zxZ}z%=9oVvHz@JTg_xO&L{O;(nOeeSEIH%^HOl!=V>dkpE@F$}d`Fh`Anx$yVfaPS zqJ|#)oLOH>PPZf$zBbC_#N-&V+32hqeJFy1U@^a~Xc&zdso!&$jekr*B6rY}ShJqT)B~#Pus@!>RQRUH!1aq4J5~wT-Zw) zgC|i2eSB554cy+CjKh>Z5+}b8!h+yqq}uJ>|h42 z(fr&N{LY*1?XO{au76l(a(9e)LLWsc)WsGT8dl^aMtnS4b=f^EQiGb)tmPdG{97?0 z({X5~droL<8rnKaI<+0HwA%lC$Je@hxdYK|7Xs^y&@(o7;aHSABw>#QDa%U%_HdQB zd*}26-%Aw?)oo}ocXPgLIR?<-4du*i6P@Fd+f;Y~Ez&QZQGfFs@C1KrGXDaBi_W94 z<2=yC#dJhDhU3{)H1A1DqABV?>u;UkX7~FM_MamJVd%Fg>C8pSzKW`^(zgz6vEQW} zYR8Zbh>3*46OW6O(*)WQe^;N$oG@c8^*71esCn8P>G)+t@2~jCw?5!a#gwA$8<(;} zsSt=(p#RWopMMoXcZ4UoN>)iwik8lAGxkZ;tT?LKnuy~o{c-8qML`hhFJFn+Yx)KT zr&$d~OJz{;`zt7y3^jV?4zx@TK(#B7hs4-mv%~woltFhBxuxCOLw{4opWz}wJ`KX2 zt|_R&*@SEfyfKcpmt#)6=$p{}#m(}uA`wNLe&@jZ6n`Qr=+_Fd28U7(k9;;UC_4x* z?K`#a>BG_>|JgX%E%Zn(tW3(0FBQ{AF3y_~OKt0nW150BvS;|QM&WT&JiqNtQGrQ; zktD?XPevdtla2iEu!q19fzp2Vq1q-9>iOUBp0PW3bh_f;<~Ar88!aEC{lefw_aP?h z=5prLWq&V~j`rK&zN+4l;R9a0@o{ZXpnV9RzkruO(_b60R)} z`&kO_)?~V|JK{LKPq{}?alD4CXweMmlKQvTQh#YKB9$9T*-?Wcb#l>}cq#pi>owiv zO7pZZx#L-g#FU#87<~FnNz)8pM){`N(SJ*eLG;`Wj&Ru+Q^Nwr)e07_C$vy-BO#7; zNB-$ytpx=#(Xm?$pYCclsdOgC7i6~weX6$}`x2ACb9yoq?r$_&r@&^cDpO8BA*I51 zAa(uBQz613Iv|PAxlZ8fN{f6tMX&B+RGNYI^KN0!46tiS(_X=L{eVD3SLQd)Z-2xe zdx&#xgM^)P>aQvm$!4^rY1--J(q}h?tM&y8VFuLtK_;UfK|gmyxHUJ=x)u1eXfjZb z66tGfvDP5TTg*pr*ZjaN7kb6$IQK;vZ(l_Q&aBdp|;Xd~&N z;#(5Fvy@GrFBOzJ%4eu(AxP3TK7UJ5f0y+-vTgQ2d<@@wRQRZ|5pAAQ{U2-r^3-2F zPfU1d8k|Z+K_Jt3A{Y+7JDSgG*j;lYcxnf~g2O zA^F~bxg&@PJNH39Xrvoh5?ZPmq`zf+HTD>(yKXoXdybla=Bpmm-2;aV2(od*obtuU z7trktuJ)tyu5nIw=k`$P=xe7<*6~i$rN*To3-lqTGz7=kt@ZUcGSz4xGwa+Vo;(>h zRd$@OowjsT=xa(f1)?Hzx_@UxTa=#l&~X^drbXV6iLi(5bbxQWCVMi5r!k3t|DKQ# zG13I7hhZ(XIVOQSg)~M9#+p38`2gJcL*OhN`K^RAjI=?hSkRS zxl5!;Eyda$Bj>=!2@C~9xZepM*ZN@kZdr9GAt$12?9gp_Th!^%uqt5JliRyHFKktC zWn!pVrTLJVLe|^QEz_(KKtC4@*@m%^c2>6hZis5E*wZG!pzz==q-IPYpY^X7^I>a7 z!3es8euy)6F;(#xoqwCjSn*{jX_(oY=pP<2!z?(ufF@Id?$er6mXK+4@Kmx(Yo{Dp&ABP&2u08&n7cc}*c%6zkh2-2T~bhJ2a0CtfsKKRTm zlos`upeSXnDqj1cC}wjG+$dcq(@^cmBTCjFfLveeM^OCm5UcdYC8ty8U@ZQhJOm>)828&yH6yn{Gk`VnZ>2PDqOsUN;8qoO ztX=F>;ZU{t3{v9@1a7SZPY@iuBT3ss733R{NdWL!%2DDMj#3WmRqR1)Uz1M46u0;h zf!zX3`NTpCM2XgEg0@a35HD*i3#c7}u4N;hgnu0rvL%suN1}xWJ3l^=g&|C#Q)-!| zIor5bX?@d@{`s2UF+NfA#|FBAj3V!p(6YjZq){zWh|-tG97D17=j~OLFyo}VjE&Yv1T2hXD8ib~ z>yX8Ic${_W#?w6-!38@_W$OgF53+#>yMIvq+tPU9@-qQ~cqc}#dn&72QN;@Qc)dAs z@W0Wm&9Cwrt)rSvQ$C7Kr>IYSrjP0ik3nta($a&~NZf^;KjTC$F_W58VH!fi5oIR3 zUU(GKX(XtCQe#*qOh@iA|#)~5NYDf%ydxftg3=v1pkfs*(gylZ9x()%--VP?pg3a;<{zR?n^rrIV4O|-en^##5(ld z-3YV|nzJ!4Xrw{TTl; z@O<-diJEL0ITuQBvr64pQ-218_MIaqfE2V=K*nTCq9FwmErepXTFOimLFLd)j0YnT ze*D{g^o7ITd0?1#nkxa8oc#e{GF3>8<0t9wQafHJ31W7D0;6rLF7!GBym0$z?|_FG zch(vn~s5^u31WD3nCDkzs3tGjQGT8jRoow zUiHkFJ(cdt#(aR|Hv<0!+3aQ+@D*$W;9arlCiBHNss|Vwp*pYl zcFfZ9c1N%O#A#0{v*NcgT+-N!UEb1S7yD=4Xr?p8bZFg!=zk?=Lo(`D%3D%)P5!hj z$^wmTH(W1DapU40yY^#xDs=c{u=M`8(u-~PbE-|lfiD1ydfA6F48_=WhPdAnZWTLq?~Dl`{KDm` zE-Y9zB+b%U#(y7`Rrv#bUH-HSU7)S56grcp)Lyj=D_ge?7GXLg^5VO@foLpe`zxPq z`qtH~c+@dZbp-1wXOJ00uf?PnOaNR5V4ibEtlS%{=k)KhCe+bD<;7=y5yneX1^ZE> zj*u}=@-mz{ZuT;#K9v`o{KqfLWnZ&=TaMMP#yN+XB!2=9i-ENLTOYr-fQEw%Alb2@ zI#w`WBomLrpqib94Wjn-V|Z`1^}bCn8(wNLN2OWZ4y_}}Ckx)jk7UTR7E_n1;7|7k zPC~*i+6TcqANwdv4~O6}V<*!I+)W@KbfnG&%Z5um}bs++Q#8 zX1wQYmS*^fNK-zM*4`!0@rP#KEhjb4$$8=&Lxzpcc#6qESUDU5w~Yq6bcM;`8xBw& z8h>k3SX@lwf?;+VV3&J%I%TF=hhROu25x*2DYcK4NkY7z1lAOP+yB;cH(9O9862;S zk#pJ&K@uaVt=tDlr2FvY?^HBtimm0j2N1oHF+O{~dTEQP5qrGF?N zEBU&y?mRzND=3rqYuU?oYyAH43o*7_BUM8@I2*+;#=Uf{`?ihPXY8BeE_>~Mc>fBr zV1^vl%~{Ha7l_jh{+x|CmRLGLjhFj1pP`R86K@B4^ebb-)5ACy0SK0bt?5p*Qlc(! z$*(030_$DjgUZ3RQD(!aj6_4Q>3@~dl~+Y7Ii1D$)Tk0dD-vK{?YVS`FlW+Llp$sg z{D=?zjLYSWA1}g=fsA7l-<^)vGi>i>3y7^I5Qdp{UW@IS^EZD$g>K+slNALHUGVk3 z(UAfhx;U@voGsQ8zPPh~w{)6-S7irl+rrgdH{rVRh@PvIz)Jun(o~y^k$=7p43MCA zHn6LKV{)@K*d_{xE^GOJWxpxdA}v36tmKmqHqvsYGD{8u&#cx7f8H`I0uDVY*6(B_ zAMi%Yse_oImW@pG?H>?Omwh*;pY4hCg^*;#(vVQDx=@;Kp%zU`3C~Sjq-xB4EjR(c zgJeXXs+G{{VY>#1KJYxLEPsv`2q;JP5w)*CLy$tG0zYMD!SK=7eXQP#GMh}sf^^ns z(fS~ri+z;O3%`VEHCxnlmiLOWL}k1wN$?<&ROhUoEu1s=xWLK6iY1aIgCe?Uwz_K? zo_;aSvSsv|7+OTQW98t}pnr9#-S`LU{AHs2 zm-OwJDmVZ0@k1FjZez`Ef~)T-MnhSL;VmQn=Oav)CgNF$z(3WtT*LJt+)=AvnG zM9*!g5KM69un2s%%D#bz9~Z$z#fQ5r8b1OgoVWkKtQ$@&_ibB4tw9FM8{TU8gr2(r9slg3*Qsj%`1O#?54EApHZLy5}BVK{715&#pt99Sk#Tj-+g??&?BD zfR^<`lFnI|T1v5@GU$9h`W_fh0`a0k`SVY%vfR(fG*PCdgWtLd&c3!{8BuS0hkLmE zu1HC{t6AZ0ZGW!FpAfWKZ^#PUPHbasa-_UwyEjaSu8EDLOi*4~MiJxmi$lUcC0%tS z?gj+NnyF(k)hGkZRp8TZ4{gd4<@0U>n5#!rL`KvFwFk9=CF{PYFC74Ac&5?|$b-%N z-7SAvB0f*`sQZkSIiB1I{y>Ln=>F_?$)_)r6iU!@1AoH-k#LF6Z-+;oFf40Dj+5K+ z{MHtG9O!(CHkVmMUi4T=--NZ$pjM;P7Sauoiv4@1$4^@oi<@B-8ueS3_L{*2Us3>l zT5SX1{8jq>9|XLsQ&8N>@GZ!USdZ_0zK3lWi!7-Rq2Ea~Ygy(xpwJR`bLSgC5IAhK zxRpb{&wm^pvfXrDOKPxWhL#yC2klH2`576R?HKFIHOMU9T1*Z_T40jb98cLVQmU!Ze(v_Y6>(oF}F~K0tg=iG&D1pP=x{%w{N5ZR~!R0G&Pq{g#s0q z-oOG512Hr>mw`4vMP}0uUnSq6onHQj7 zVPoXtq-9D#<;7IwDchR#4~Q7G~zo0BSX54H`N+`hQve3IP~-{HNzL)5*fj7C`y=;R>|2v$p}-I)6g^ zj}ujZK!CG35MXLy4FrfODrre8NCBv&6x0AxKwF@rp*29s#mL&i7$9e1477Cu(f~~D z90AtbvcC@f}27Fdk5|{i3 zPiJ#O=f7$@S$w(ycBY?^CU(Xyf3@_t?-SuhLY>jZEHx;y_>%Lso6FtKp5w>I?n zto;dQ?`ZKi4HqX1TeE*Lpa(bt%?uq)tbtBWpD>@;e@*9KeFFYV_lEZN)*gRn+x;E& zPYxE&PC#o@MmQGM&zi>0pS8^_Y~h&x+7)SAQ#$|)^FQn+F82TFa|Js7Js|48c82DY zgrSL@t+fZh1ZWD!q+oyN{8k+<({Tzg*(~-~0UU z(2_3J)(VC;p9}DhHwN(e$QarJKHnLD9N@2q#>M9UN-?ytu=ePHq4L8#~MA-TNfO!^!OP-<13th~-~rc|&JM3wMCd zXWz^$e|P^Mzkh$7bpH)T!q(W%tO*O3b8M)S1ruXrs_@xp63zxkkRz!qi#~RbJ2et1TyIrBc}b)i1NBvklTjP z=44hs_%-oWS+D37ig2o(%@O9}fySTAHQyhD{N5hP*Eppv7PAAT0R*k4;N%Zw;?cuB z)xhZR&|vo!WbZycU3M%i1)m|dZ_)|L4`&Yp$J=`2cgSZ~E_)EQQ5Sn{nN=~yc$3Dq zba~UtOVdjZqBi$M;$K~=kLGHn93Ywp1{MiH>f_Q$ zN+F-s;(8vU8=WD-Mi1}dX1JI+m}($p*eYsTsK1-_pnpFGVIYPmk#%Q}8}$@mY0VK0j>Y;V z@hV?eZFMifuX)=ruH&aVn3aB^7ZFL!>s9qd1}3Vn<<-xJBfpvL&JDsM!gG8^*%U{XgVtDeV7CPl%f0)_n-?p2x5M` z#h3rsS)HMFqx$a6>h=g3`otaz1Z_F_na|i35tIIE*FmV$%cXhxqLkBA zS#|1_Rw(li$Sv1%{P1+y zh_5+eg&XbTV>`2bUMiwXbmp)T-lUzuf>DRbBqU~)yL1}VcTcs4FyB}GD(D>w^f(@! zLAkg?KQi8xqIg|UG+3d`RlJoGbxiqUvuV=LbffOrlf-4YcCg zE_dE>V%Rvy{8gE3^bY<5#UDL0rg59B7@LJse~{yNB&B~&Xt-|e!-#XzjV*M~=+v+G zAv4$V+nLJFAJGQhILRPWn(p?SC4OemaRFmJ5w`{JDcR%>(P8<5`)P|yt(p!P9Vl5D^vli$vCxDJYsdB}3D3ZeI4~>6}9SEC@ zpV^M8!wY}ho$J2^o?Vi3^s|YJy*hFPnc8f9_PWUl~;>bxkNQlZ=S`!KakO zp*!nYgn#Vh+$!-#W);|gzdptd0E(!lYB>+YBC5|9W=n2YZbX3c{kaQ(_%XI}rot3H z7A3|Ck-Z$Ro>SD{Gh1|Rsd_QnONjyFfIxovpbbN!kIlQA61gZ*N#R!2}Z{wGs~1JE2n=0pX#1}$S&4w*62+aryz8v zU@v89lTyD@E0my@K-L!Foqi zTh2Cxx+~wpU~)$d6c-xvd+o)|MbPMJ2(Z1i`YGO>treo~r3UY~9_^ShUtL zgIJr9r1s9Ki*{$c-vV=IZ>5kK6QsWb8^s%{0}fx{4m`;%q(54je5tc)TsuIM3@v}{ zULO=DcSLlLXcQO@fbXOrG5?jqfr4hUpmre+- zKTYmiI$rM($lU9Q+Q<@K8{^N*7m{z_SM^S)+aHr00LF(^ ze%KEiYhRG&rG7n{QAGvW+rAQw9V;B$?v{Z$QTQ#iU*3`5i~kJYM8WMib%xIW5*BOh7`dIz=zzK?em@9Cl32mDhJ|g=rMJ#I43iGIrn!2=g$P}#5|J`2oS2@hYpg3W@AzGtd_UTRZ*7hnomdqUW zjYN+$(E=cr)|U)*GHzpYn_A19&^Mf&tFp`VC*SWc1HUcUmplv1lJpmR&F?r(;%D1o zePVBmaZMK(R>N<-WD zg3EG-()tm8(nV$kb0C9E$Zj_ho;gjp?~$w_n+lO?ocC3hhe@c4qEo3^xaDkWJ(}WKX4-r#b~n ziA7@JdY8-}iVuuap?F!hrjwb>BZ;iXdHcJqLn!p8O1}gP0jZZdVkDfE&P@U7kWqxR z{F76)i#V^a-?t7v#w0zqkZN(f@i8k@Yh@A;HwH}>gd0BG_8)(S*^xQzc6><6S3{4# zB>tLwqxuol^qmr2j1d#VR8+VPDQ*2FhJ9z((wwI6PD^ZWEZu;?AB`{h25FF*Z77++ zE@eZvw+Q(Ig81s?b*(EEd+cF@qo2_F))_>PUB+}DBS=w~C>bpz!;(XZ`#0X#O`*Ks zTQ6cU z`Z)6Ek2olVZS7qySjLmIm2dnK$l#uCXTm`0qCDsCiQq}Ug|h876hh7^*oCw?rjnzK z?Q)M0#RwH`{wD93j&s3Pa-%elTO&PTLDbXFX+&wOj}?C$>PFn$ipGyZS}0CTo%i9W zBf^ibmuR*bL#o8C(*655{F?+O_ajs`TtP3zPd2KSw@St+JYAdL`9%s$i~=M`--UY zdKHA>XeED5jEP_%Oes>l+TTvPUmM0BS*v4wF0?f}%ff93366Rppq&2=j_$~~&gb@e zmZPyH3MX2U8o+sh!#jeqKuZdI;aX1pS(MU$6)VixeadrDEJc3StW75^*-8-nC(0BX z>TSov3u#{YsuZ?tRmOu=o*6Mx@GUx$Okw-SNIrjOcV!?avqY*Wftzw~-K$ryg%Lm) zj*)yR{vay}Zus|yOg=7mw-Mlg#6P9Hv^$KusRGTup*QAIc;ZeV!v-j~jTRU|@{9i% zi@_2lOn)9b{%YR(K3l_Gi$a|KY*V3%NG}Vuw?|0MYt5Hh6*;qc`*s_1RyF=ZuF7E1 z1qpx0+d(%PEwu8{#fR|+6C3K&Psajx|Dv=MVb1r@s0knDSB8ZuB?(vC;sC$VG;&qn?gexowhQ! zTY(9EwAMDmVmSUmwHY5a=Q~fTo9SCTa|X%`5!3x&xMLyV!;RRKLXF>OO=^6Axjxzj+Zk z42Xf71Acm3Td<|Wvz~6xbSHTgQw~FjNDzT67QicWm71w-+GEfvkN(kkvlpMl*6Qt3 zHa9f>`ODUuc9BDA`j$_A?Q24Q>Rx|+%+n2ACWp29w|2bW^E-Zdi+bLJeLHY;gG(`X zkYJE-%_m2f&a*LN^7mww6@BwQfun7)^;NHl*dUdlq@AQSP{&AbA4fIn(1xG<&PUeT47ulwi%8e!m==z|~A#=kJ}py0w8uwn*#0 z(R_D^Wh@t=O&N}$7Elz(uL%eDI?O7`8z@#CDZ9|^w;3QpF{QGsrha{4Ki{r)T zt2evM`%o;8$a>w&Xc_QCu~%e|jM6|(YYfzoaUI;9wE_U6w+5^FI7MnteTBr?f@?>- zDyR#X&DxqcYzwNqeyC6NUqCA{8yTT()DnOd_{89cJ=&F?yzZr};g;D`Ee| zv9Cm?TLr$Zn z4cBTrT(?Q!5A--RxKe)&EAG_vMBaSw%zK2QKb1=NmB|GkX(Op6|Do+8O=W+7S_1s< zFJdZGM`v@kVHk?`jYlhi*0Oseb}1&u%V`wJ9sIvw_`J)mP8DzqZz!wZQOG%S7{3LC z%=_ICfH2)d2K1ZYBHZ}YR7V`{c6{YAM8XDem?0!M;bKHY4dQuS)Q@ zYyuEm_t^?0gY{UrWL|&d+8EFvtfW~2eCH`IwfRGCh2cD&Yzo%mbFGDDm=K|}e@Aip zq4INN*Hc6}jK2%{C+Jx@y$AilLK>G}Yj9mIPnmM&;ByyW298a1biqC-5vdcs-S`G; zrWZ}lwk&i{2djTX9J4UIH-JhGndB2PyZg)}et?@4w_rN~UPT+GC6ac7(TDz6WB@;+ zU$a)pc0~=vh_A!nh`tmBR)ME0-bg;oWPiuIa0{Dd*33Z1^D5iJa&%zz2@duRUpR4| z6H}S|GGIvxdP!{?&Ct&uXWlQC=FlP<@vf3=ShG_L09Ahy&T$~9PdSZJr5GYMMe0{) z)e%?6MoQnhBscl#gV0l~jTla-QQb$wF;0&RK@cE{u5NO~}bHsXyRs1IZ zEeX|VhU2ip{#R{d>IfXCb5UyA5UN|o_EGDyMt&Kz4f>(B>9_MsW>tD!!Y+cAcAIAt=S-@TEe)_ty;ce(kF}=}nC9=GoJL zkYV4pF#(^(T8RVldW(2}yI)XKsg??MSAh_QR*5A!<};N<9ls1JnpS9K`#Q{HZN}EY z&~9<6df{MiY(8WFjl;n7g0!rtJTh5PtNSK2Go^p}kuGXp5>JL}u17kCyQQl6N-8a% zCeIX|s5Ztzo~-iH(oXLOSEy=Mp$CzlFlf9+{O%0Q2^tI8a58NOP(&fHdCe}2u?`i5Q<)`Wq6Tc97jQJ7of56+)IH0LjYNRYs`s2$zrzrJj zU+;f;5bcX7JwhHl0k;__Flv@s?W&6q!A~Z;k13FQO)p}s{H12TE8pNzA^uQ3AqH9I zZ=rmG%3kcBQCM~Q-n}+z&cowfmPv+>wY_SJ>|$v{xE;Hoo$8W2Yn=~M!&Yca{AJWK zTQhNc;?ER(*BG2wpeg+{n82b&%p)5C9E*R?3H_VjA1Ty&yJ4%4`@(LsZj~8CRJy94 zSc{Kipep2W;>HEYf+TNKX@U_Xs=mT$lTT8LNy(I0gK)IeV#}Lw=090 zH4=yIQure_u~jx-kxwHkZi=}8tHFOaj`c2nufqZ+hwyAMmaI@mhO;uBmL8XU=*a2mYf|^f|(Ze9K;)|5>vw|0GFh$Fl**+opzTfHLZg~LU zPG^mtQ}F?9waAinMJY!BVPiHdgaJD|oz*INc_~jDlsA4PXDm9j#X3Yx*oc2o6K^mn zNwEj>)es@Q&Ifa8I6&oiumF7+*mhdj)H;8>00AoUjLJV3et04399`Tr-#=65-&jHT zN}@;|10op#9O02Yf7H71$U>RtwwG=}TL%?`QD5thQ#y7OL|rBhqss(j(`Pj9Co4i2 zvJXxXgwPv~=6KwVs%zxqTtk0pR?y!8Qc-r;H*Sip4yx9eR#1|N{F~bJ_$Tq`5Bh4f zMbznuS)ji=yn~gBq!uR~>BH*r%;#JAMwZ2_kBrz|Dv@Rbs>($7(>l-Z3!#?=J0Q>u zcr{vH0BEh9VCQqpC%x;*(T;~&BI7U%2217Ck!{7$hX-IMy{%{lSoVKn)e)G;Xy@Jf z=$sVm%|oXz#H+k>PWODEmS&*uuJ(9T<$mA?+=Hx3 z5(ut#_J0p3{@EyKEeh*MHrwOMBGQgsYBkNSg`7@sGfk`j#om9E^I=|yQQNZB{lyC` zFN3{e4Hc|-sMANnzQ@Uza@6z`vZ$GnKTLnym5t^yX4NHigLsy&J};c^zD=O!g4$sz zGU~~`_b_w?2I(wwl{}IQ)#Ol8AfN(^UR6s=Kf=b%H;Q7|2x|R$A^;)hJPVC4{aTpv zj1Vd)r=!gwqIZ9%;v)TImr=h+rOzS;a%abWaNE7bFssm~SPf~cEY^6auUG~*n~#0E zM0-$Tg5ptgPu8YBn96I%ZcC%j?vi<#kgSJN82OH0IMc|+QdYVKfr}=$7iNZYfN@DK zIt=vL>Sxw%ph{i5Q84hMS3Tr$+U6AKp@`CU7392i9BqGcjq#Gq?$DykE_~s^F>ygB zZjT`~KW-}EXWv-7A7BLi;Gn6RaCv=dz`Jy@ zb!}6V9U#&p#^}$bGO-$jxakLPQpw9jP<>~KXOl*28+S}eWMRF4{zVrSTOEgUTt6=6 zXMvkv)uMlg3=d^khz5-WYnAJH6P0F%tR5B*QOlWoqJUK3Qd^jy@u>vnlzhB+&^FFo zT@gL#34MFiB+x=vdQR4ZZez$FeeqG}F}XTx2K1`b79Jh#;tQp1{gCO*QoIv3w5PFgCuHx)on7f#rW9J#K#2Oc>P#inG;brJ(T5L>tt*vkD4cK2`w>dbv0xjMvn)PL}tO)j8{JxRd48 zJK{(d@5&8&Hdtv|Ev%m?kWoU559bOK&nM9l=ESiwN{sF=7|#JFg{JI7A8p zNg;oArMH>28`dOfQlz6nSv_UHu1mR{@a~pJUb%1<5^K$p!~7 z%Y-l2OjT6$AFGw78@1wS1Xoqo?fb{keB^(4n8K>1n?94y#|Z9;s!D0&e(!G1!<|l< z09HV$zcZ^hnGGclJ*imWb1}x-!v?gm6iujnShc7oVk>UOZiVuJm?yM5@eGm>h^C1^ zI+J#?U}Nvv#`Z(sNkqE9dBgLBY<06sQi9UWGb%CRgkDe>{{GmPDL+ShAe=X1c`N3< zqG`&1QH&id@9irp>eAjonr6<*i*=BG40>FkXdi(el3#PxPmd#9_itZ?w+`maPuYUS@?XE_63xPca{TSqPmZEE<&>WQa{ z=cSWXESL|`D5o#N?Ksg~&31~#j)cb??R_1>OJDXvdX8q3ztWi3HKvLWMQL3!7fY{y zEG-OKu%^J-p22m?jk$)BicPIxg{Uk{=A5^PuCdA7F1iVP`C~7|5*Prt(<01hkZf?n z?G!JQa1aE~0z-%GJ!R*WEwSQunxFwxM)ljrsK*fx;=#q}de?JG+kfuYXDX2lSGM$r zDl=Hl%)G$sI?LwKCnnUIfBr&>%W$QCuo^gN&#)6(`he3MRuDBOP4=S0goir<3N#d2 z=n#oWN9r7gvVKt%`Mw%+lMj39K*yKGsOA*7j0!7<5Gi#21Ab!E#FFuOyeVD#{X+iwLN>7nXL(R* zRzKty{h{e}9MxPOU49d~#pi>79obc`b=f`953-$DjI5lA{UW0E;9}37$}S6iPEC%z z!6!{dzRlqg(5qi;Rqr7~73wJf8@I27g>ig86p(rsBZLQ$>z6(&|GLJR#jnmHs zd)8dmY{am5As&{2?lElcE>=^aT7SyYCc(CAUa2CLGj(jl8nuOZ$JVP-w^c4EX7A}c0^maH|$2ZUn@^yw<#q_O5?i(SR{ zLg;WZG8`n`JlQ!Hua3UZWfn$yGNtr1YE8Q>GvQn}20fHI-QZcGFI_Ui z;#^uaEhwO9V_^UuoSq~$f#+H+__CoS`|#AggrrkSWcz>-CauzcxA3#Dr7+(Tq(wV5 zRn}`hM)=*>+?AYDyrn>}fajWT6mhLvn+%%d09(n-7O_N-_Dg|Dy@+!}Goi^Bd8TtT z1g|0lG6^;Rp;+jNnxJcOy+9lXo|j8x{6*-j`NtX~u#f0Ti%4}^KLjoURf zC0(3Rs{V8iIk1#}^`UatC7M`?cT6>L@KtqXQ~~@%eJtr#y!ne|M`nwttPH0-Gn-CT zLX`GYY=sJq^+a*)Sa!;4nv$!D``;<<&K?3C&Lkvi{Eqbp6Mo-D)w8rZ>@~r_oi*s- zt*VKCPr6q;zsbDbzRl)Mr;s+|K0)FQAWwc)=d+g z^)m9l8kT;KCFBTb-(E{wOEXZm$vlQaRmuK6fK$3=Kk{QRtLEDVtTk$T_+D`>2hTAm z3ETV_xLlGU4LCY@pd*k$BHow7OF2hMMy!_r>|fhr*C^0 z9WjVK)OD|aaiEVK%xI9jPg%;|ya+k6P)1duBrBxkJ2A}6gKktqc4qgl&d?Mh5i1j! zz4f_GLZ<}c7-gW4I1jM#v+iavbBc_n+if+u@pqnufmOZ>k2yh10Z*$=nq6<-yqMp+ zJF2xKD|NGt#y);gy_zTQ-oms9tHK-1nkjZtli{_0c7@l+(z;Q^V4{7$Jfw>r#K)~1 zJQnyKs{sSoFuE%__6iX#T%%B_RuPY+{$fvedbp{*AFzI-1C zX!5ku$MVK>-AuA2Q5klQknJ`-Eci$NmzVq-uL8{>LNtJk}FA{{5C zKR`yyy>b&L5HMOmlbF@WV`8PwsP$^2d>X8?A6jvc@PGsAJ@-o=G>kpn*dJR>AHvXo zwUj0-w5lBch90`1!wdV63(D<&E}i|o7dA>^$hmoQqmffGy}WL00B|w+^%46=#wzSi zRkA=U$E-0_I}Q$atBlhZFmQ*5bbh@+fgm``T31$>*`z@F1|$^Dy3L@$_HSCQ1C>&4 zX-a5?Q?FW{dne)rnL!}`{6Fp2VMhmlH(`FD-y8yb>J@}&e?PKp^s(Vxk<7Tv)?zwa zFd|l;ffsd-jrsojnOEo3lSbtfq+@|bRD!*3N6X$8@wwuPyJ&i@Jq+_av*t8AU;S4K z`IZ!_-d51I=ov;_d^LNol_+PHb!xJ&Kvts7Scp!hO1@>?9 zS-qXydK0gMv&ry5B#SAy;=itj6;}H-9#P-V z8%8u|ItJ~+)gkt0x%YF%uNbp`+2CYI3}*bWOQ3okOuNfXZMHckd14ZXO5qpzigkOS zif1``kWq}M+PiyiFV*Jgz483Bfh=xs(OawdO{S2J1Ej@a)hhna_8+_M&fR+J8*Z=7 z>!<=OdN3&PtfKFy)te-#eS?q>z2U0VDK~i2DYoaDdvqdY^fTl0fTy*8^(7Jq^m9vZ z71DQ6GgfKq@4=V@R$4rI^1bz%Q-;s7B%FR=)&1iHG9`kxMq!A8aYYx7Goy6XpXA*A`W_Zx8f6+rnkMKE`5SL~K{12zN%S`+C*Gni3VQlyWcK zn3fgZ(sY)%hWblkIJ~NV*#$NUL8=;d<^?HbA>Toy*U^3L1kojnm9E&!Y}`bk;Frjb zB-$2Hd3E~B%rg6KX1(7aHjR!+zx^NvvpHraZtc?q3f$YaHTFW=v|j0jd1~M_?fM%* z-QjX7{^SBLq;?3+v-y_UnW`Y4Jo4*KLwbaD$%+lhknF}9b5_)UkqO&$^CE(clPM<4 zUT}$uTE<-nBt(jlQ#P8-$PbK`a10UCUtew%p)u*PM0I`PiVB{2eb-_?&j=&XfTqEf zChAQ5s}<80mmp@7`2Bn=A)yFbl`Hbd=qfM5#h>7&l8eN&@G|s&N@&d&3l^&}={CGPWbXS?`EpFN+m9Q(-U@DHj&YyvD^Er%Wu~9R zAU$p_=k>ahN6J&WVa^!`M1@-`HlFL(5hs}$>El1PS&C`B!RH?&_QE{$`~G;8gRe!) z|70kNb~l9qlSyCwCbid|2c&9UXyTT=c?ppRzV?#~f2VlupD2~!PJ6isf%w!mO; z_rb%7^AAN|`Ek(M@N%ltR2jB#5k1KGj4Mv`Ri0K%z>xA4?mL0m?w>0_&SZDlOjnlM zxA#j01@|C+f=4p(r2RF5!YiGLE%Os|pB=@jn@aG1tsCa@z2?W;z@Gbn;z;Br7+8Ly(b~BfBy+jedu2KH9Q&!qSwq=UDX@g^${*)A>~``&Lhy&V5{fi@W3h7p8yxUx;^hq>a0S$Fa{6(clkiw0wrBde5u zJI^m!exAEN!1vW}iG0u^@y3N2G`-Vm>KCr!ixqEy-PUAH$db?GLe^b!@pZVqz72aa z(q!7c23<-mRCo9mQF;E)rR0-|tzMSU>_I1{cg_xUAC>7yBPcS!u@nsS>$Zzx>^jqV zy%TS*0lcXnsB0m^QnwRKCOPafDu;%DS0a@2L_#-k1)(S5wd7>CHR?SQ5BQ@BP0iqX zQ2c@rvvpA)g0&d$Kx42IeETIUtJSz9TpkQZ++#ENtcy9e)9wR3nM}a~)uKLD=p$cJh_E?OKz2DZ}^y}-J z&NnTpG1CNiwHJLWjfzCgrtBf*gUIMbjY9dZash?l+3pqPzeKs5YA^t-6=}tCx|`26 zVl4=ls$Dl9Cn`Pn;fWu*VC9G>PaM&6DKOT)i%Q8=Z2?Ap?T&k3yl~kBXI)QUBmomP zyxhsnCL_9@zksH5hk4BrKew=dh%O&WF!Dm!wkpp^?n^JswdnCDU@Nh3jaB8-Z!e95;baDK_8+fJb|hsMTnX^czzdF74GQNDCmV zVsDqH3sHu>?D^XE=LiZnKw?gU)1!beSNSMbq+d#Q7{+Hsf>&MB=T!863DN0M#62N{ zsu&GcZb!c6luKZ)(Od;Vbq&?5yNCC1n}K-LA118i8@7WCwijKT!Nn0?PB;?w#MnDMA~aKdgVPmQtLpktI{@<4*7|46vfpTjLJ&G1z&Be=Jboj6@AC+G`gg) zknSx!zr$g^477jLZVqdII*s-KlR!vB$Sdg1c0hbfH^X@&jz_`5bYJp+tvB=&PZV{JfYO!&E?1-co31|B7bfsaA%@*})cHa0l5=gnj zk~-5@u_s(s+pUPDI+|&tUoV8c1&1cfOZ>gh(S_K5wRwc*j7-*&80*QE`^Asr z5o*&wP74}zl`Zhb()!JT43pIWpnCLVh=ikzvhdc z)H~BX^pW0?oNhO1`VZmSFg{{)#YxeGrI|$W8bA%awI{LH_RUZ&P=S%94xGpC&~rDY zQLC-pM=QjCkRWMK_E|O@Z@ZaLB6o6i8RyOvX!Mur|+t!r;&d z9Ogp^`D(K9S0!R-_3wvM!2=TATmi6lF+#pOldxCudrX?ZJ$)Fr$X(srNn+!c$P0K? z9;_E$Zp)H*PJ(lx&e2JD?nsi?x6ydSAQ{z`1-ye=O39_!6>ib~l)v$-_9<4C_EhIhd_HT}hexwuRLa?hZM7lfKz7uK5 zcz|r9tTYf<{oz=f^R*JC(rQZ7lFB$-NZI>Y9{gLs@DX`ld1(mRf{x zVjUHWZfdR<&bN{pjLD#SY)ZkMu%@TFAVd^@s%#5$0|-;A7C_radj3YUNx|V@I*EGY zIaldWhlOYRcJ;eiQcP?IApYU}iN`wC&fa&IJ}w50e_14%X;If%dNdX2bG*G)W{4r! zG}-58%*_UP2>ekr{6hQ0881bw6XAri5NG=4mSxy>5&dWoRsRV4NRTUP;iv)1Vbz7b63197^bAAR?gwu=6o&!+KJo!r@faNtq`g>w@170S z-hwz?(PkKYo>#t9p!oPQ__74P;`p-SEAlt`)O9%Ux$+RW9uS7CmEn{OhtUt0trzHp zcaCbrTDN`|$q!^(_7~o6NN3&ep$a_-65>)+7^hKDy5rxruh}%8RO?|}t!~vORCM=G zW};Y>GEYji|NN>10-&8AEi^ZO@hbxqUUxClvYG<{6PC`o*S4Gfi!VKeH{EJb-;z{Y zl%v5Rufr8|Gqzk_7Arc%a~!8FguYfHQW)t4A9w)9zns26-{&^Q-%}iY?l{y9D#)f+XZ?` zuGRi{-f#pBiu}@1M1fO(F>%C@pqqFH&M*V3E_S}ty==|jqbdIkLz@8mLrP3(ER|@h z0SEuu@_R!@)>4E-nsQ{=!L-ej#QD=Tgu(0Vw|J5%up^Szx(!H(O}dkYhM#T-8TSW)N+%g^dXd!6N@I4;7aRC-5E^Ri{{NcS)nxCobon*PisuP7bOLq5QZ0h zLmB0cj>H8f-(z%#o30pp4u>POD#9p-N{)Lbg#&z$%i(ut6ZiTf38s~?R%IkAa3kTM z(bZ<U_>4p8whbrt zJ)+2}TMua@)wdQDxa7uc{h{Y_SCB|b4$N@hB}=)k)dYPcdU^4229X%9biZOGh}Old z@-^kqu)}75MrIqWdhm~!n<&Ua?QbHsS-(!ho%!BF`%X@O)eCgO!f=rgaw7Swi{cOc zA2}T$cghNGmC11?2ML%#_ifCyxyDBxx{5Pr4cD(iXXg>z6iB~$gwY%dbU)t`d>B;B zwgEbR!q{p_IRhmRK2XX)k%N|0uy&jAWz8VCB2$}Ckx&~(=3*q5`PBjNe5rHMNg6nr z4S`tsm^YJuFWid|T5<2xaT#Sy$&yl1)h?@*+cE(5k`y$AS$%lm)WmhejT>3dKzHGG zMtW)m3>MYgJ$?fmH6dd53R~ojiTMp*C37ef9ynt4%!(gttno+C3Y5hf>LdP5qEuU8D)@P_fl}FyxwoPt?NM9J#qz# zTM!R*j4Vi<4bl^Gh(ckv!HDEMxjJiqO}VjeUsrp;p8{JUJAKT0V&cAzRCzaa9{OKT z;a)k=;3BuJ=nr~NCE1Bx=~EB*!pSAPwvq9C-*@DRESyI z{kJ!}YOjUgsW){Dc_cGKu?RHV#7eBMMCmXEiDyTSzB~M?H5C+>6do3F#dU)p->#A< zX}JG^w%tl5!fHo{9@?A0X?h>qt@t_zwYXM)8h+k27IjEsWWgm%6L%l}DZ|AfI7ZE! znQm=`1^xT7^f2dzn_HISnO|i^$!_#(_>dThc(5SV7v&+R(=8!B!|iA?5x0pWOX|6I zk4&7&hIq!W!gwrEvrD`(ti99T$0Z)SZ{Et6YlNd!{5if5c)K7Cl|hj*4)Fg6(ecm~ zjtXUNWOH1Cx5-)x4Uq?}IhQGj&Z| z^PWeGj95XLPRQ8S&_vwU#)*!Jo{<|M2edYHc2u&pmb2xOp;Iz3a|Zm?v%!*)i8z=T zI00>KL=BuwxB==W#sEQ0LmY7 zs(>FRHYN@RRsaQOLo1*WKn7@JV&iB+1u(UB09gH702tZY7z6)l&5`~umVb~VzyRQA zXJQ2W8)o8WWMcP^i56gI;$RJQbo~1b06GH991Lun{?5S3767y{vT`>5r+~kDQ`>(P zWanV}*Ted+?Jt;ut)r8pkps}q3Gg?of~fev>vS?VaQY{=Bk->oU~Br<)7aL?`Ja~l zW%~>B*Xm>dv~dJDnYcOqlYh(51Yitww6ijB|C{?Sn4JUgUu8Hu0&UFxvjSRxgNd1e zgRzx~qvKzgzu5mw=Rf-d{4d=b*x6aR|0~+|Uta&S2B4FpiIpimEEDtJoJLN6bDIHe zU>W||6-gUYTL2T|zxBq>cK^fXV&d?x0a5<5GgNGitNYD6hCD2hE z=w@Q90CX}k2bdaI{ePX=zx1j$#wHF{KpT_4-2Q8<06Hc{#{XhdF$Wr1+WbQT+rLdF zHpc(8gTHkBt9}MW2~{<95t{$af&G`G!rw)3QgOHYTibthBWr8?KZSo_goSP00G@PA z?3@5PW=^KR@9%FxT+FQA|C^Nm0%H14S=PYG0q6$M{@XVr(|^CZ|Bv5)NXNMyPoPC=Mw(MC zR?g6bsCHiu)3>1@yOIW#!hFAK+iu^~&>gM{{r8$6`o<~l&sO)vGrNxiDeA+K9!x8W z?qrjzJbZ5ws(;>mluhz>4w}ON2Hg^bv~%@H&+7%5ZE!7iMzzD;2}LE{;&(`bsdg3z z=<6pcKN6RGKXlSZJ47F&l=>Kq4&+7<)Y^ixbMl0fr$>r`(cz)N?i+~S13a4S7#K1h z11z7UGvY)icYTNZ2BS}iR~HV)%EioP^=gy^RaXzZw|^yPBGQNG9WTB0$LX%#8mx{f8u^A+~Bi+X(?Dh9OOfu1kdZ%x)jX%f%&QF*Y}+3WH?7 zlYemWBhb00$ukKQOLMkJ$F3pGZe!X7GIKpS*1XWra>S^bKs^~86isE4zf-YE3a`v9 z$Hh&>a_dnhQ*qqZM21W~l1JK$rn~BgF-e8Spsz%IkxZ6o6`M7(wSRD_UXWXzqZ;y~ zi`y?dbf$-V1r{L?1;B5vdkth!q&uO@LVxw=s_$qJ;VeKZH+kaDI zCejTJ-z}K=6|>XpEy=!Lo1z~qwbF%Wlb8Mt$Ma7;S!!CwsFjTG(f(bb#AV;G71T4p zraldHqP@Nwl=wJ4aMEj3V}ghjZM~QLKrE(--62ORe<<^CP^pch#`c(^sfF150KL=%xOsUrXOm>ONk9+{)gRcjh#Gup) zRu9%*7L0?0dVX`H%#ATk28rp+^BEqw)7othc^<;-O{O~GW4%X7*oHSrgnt{^$Y7Sz zeK~xnl^5IhluIIjP;gd1YAzHfQ@O_SIaUv)K2LF6lA1D&K(-?P$iA0XqX!T^pDU{v z&wDHl;42N8!cYp|${U(uKXJJIrf~ow+D5OMK>VgF^Wi(!BBPOog{XLB|8qrOqB;KP zi|u)cA7s4QpPlV6@vF={EPp!9gVenpzOpH@?fQd$Cp5@~O-O_`lckv9O4?n3@_4PN zdzO#hzyFT<%a90-cmNY~iR6U8H396NyNP$)lAXoC z(pGzoOidr0y5p}kook2l6!<7226Q<%6`>0^X?aH52UKKNZzRgRlz-cjONds?G5 zUG=`7YeDdzi=Fj<+%zVW)4h4?xnQfScrkVywqOIvz>G8dqZaBb+&^fX1hgMQue`wDtB4V_n2BI+#^_|&I{G_Kww}@}LM18^!Wgt9NK=)r{ zssGHF`MDS^WMEnPDSuN4I;39wOTh7u@a9iVFx)My1A##E3*}q&1ddkiN`m5A@jg^4E5!&s&(SPBG;$tx{FG6$LyYrU z;xtKtK}y^+Hl-Vv!ozFSgqc9YO1(!IGT*n*Jd5*XKhdKxofsdmGUP4cXKC5a!qHS% zmGCk1-P!y(D1Q{K-?0AI%lx_H!=ZJ`>v8og1FlNcp*vmbg?3)U7g%p%U!4Nfg^Y{S zAQix=6*aH|!!Agxa?pH)9#;Rf8xS=6tKTMs=(Ddu=rZ2whBRvF`g-N^GNwHnB(k2C z%!9;3nXfgg3$xZNX*RV_N~la5M}p@!nT1D$vQzaB&40am=3NlK4XP-}Yc*(SjtElS zecX8w+Q~um9-_~>WKoUG2u%2EKOPJkH_-*O3Ms>Zmo{6(&yB0a2J|b)eGE7le)yPS3|j?gnY?&sSaUUx3MCmUBzwyJqojC7JY@+L)|8kS9YB zH?4jX7k}2gju;x=YqLG9<0;v`dpp$lp#9KMCBF(L$>}z~-$UyE`H-e>Wsi_;ur_P- z-oR0d_jycG_gO-jb1~pJ=?s*uxtoZ(4+_5smujl8K3-1nT;2s&^q}tQNLVih1tg?6 zFnEp6K~}K!bk>k(e%}XBxH2aQUQiV|*>F%#;D6)sobyr+ZL>A+V$K`2c3;|^m#iA0Z0;#(rCVe?kTE4FE0ZA+qmi484NfVbP%Q-n- zRD8j0Q1O^vdrrB7BR{2j3!nGYZKr2aNK{4Q%~P^F6%IG{NQ528_kqqHDOM+dy#gLV z`gzyE7+Cdm^gJz$P)HS8=lH7^$vP>>%71q-ue1=QD1}AWa@;U9d_*~eS$IhJc8OH> zG4kL>OxpPc%^6D(jk|=s!y!mR^{7@!W9_P068a~7mRIpx6(JVx{tBsWw!U6x08$VPk4a}8%F=!>EzMRZ+Av(b;K9kqs?@t_%74xU ztf?l6=X~Mlvek5oIWsRXUitxD)&OIXz=?$?C;9*;@F74+KEljdcRHEIJ8o_k0SP1X zlFOnhoJw(wk9KVfZPgMUW(YGU4u9N=ME%M3G4>>4`u~?eY*l}5{ zYvKGuX`+z3XQrO19I_qjtOe(sfs2~qo^?8!*_J99gHvavJA$BV`GE%WSyZ&c|MJuU*R zL;kG15yYU_MNSpL^jjJwpARy%bAq5v$fnY&Y~GKOF0d|byF7=YwStoEp`1TFq_5XE zLq+MZ9sPiy@^8^~zg4_<(0|(3xB6wf;b-278kiq%TTBw7J{zmra*az3e!Z3#OQs;N z8B}6}2!orF;PMCUrylP2`feYm1gnELOmM9k+HF^s_8Snc|6X%(9}0&!x4S49UtohN zMFGcevW6Q=?iE2m`1OAA2*DcYSte<=Xx~u2aV($*>faf-q~xa28h`#~LSg<1;{2K9 zoCEp?-EY{2z6)L;TFl(e6&ZCSL>q{cqxgWDCh7f{Eas9uTxD22eXRAHGD4Yv^uCsB zXu;kfJVS=o^KoX3$o9wTbA>Jx5!KT|!A{!HO}UVDX4UL$ndbf)y?G%4bJlvZMDoQp zV6c)Tyas>*f{&xx^j=7L5I%Nuy%BdmTLv78=uiBmhSTTOEC>9G^zy+d2qm1r z>jl>svl1~Oam(WHGf5*52}^;E=G8t574Xc(!jh&6rQ=~u{(r)^yd;Q=L7T|Ez1Jku z;74?_#PlGfuE%ot5@K=6y!WOSAXY-GYMnmbOnXE z`+V5{qKcB)_1b-GH5#M3+Yv)Oq1fRa9%Q!2zn5ZFAZd;+By4wI?CdmT>eE#1PC;3~ z>-8}zGa*_KS%0Y(FoWwj=~f0oX9-x7tIlt9I?hlTS={Ka*je)1>QA_|?hhP4nZWV$ zg`vwGG@^H|xKLa{APvEzRd}d(AA_47?A+QU?BheH!pi@?T~!5h#tmCI zk~tJSnBdlS5@W;PE1Qx!FJ4kjVUj66_O`*z?EQlIKz~e~4O{pu<$|XwPDHxjiN}56 zu{*0g2J&F3ZV}D#jqYl9#k>;FGH_5ZtW(%9?NIPLnNWs%yBL;{Khoi&*E;_?jX$_< z$7^UzYb6iu?)6flPRY z#dJoLS%2z8I9*qE&dLqT*UUyQ3U5Gj!y_$q5|{l*A&>LGnUP-tC}&^MQGCGtWHGhj zEZ`{k<0`4I#thMJKyenWa6QJ#(O7rIs`(Jk%xX{KRrWhTdJ270+gMp!Yk+AaLErnU zeq)j&%j=fRwpTh|+2=tXfmL~-$qBWX-98AqVSf(Wa}@IImdUyx9Eq==?m>ki1j;TA z+{}KZg1lOx>XuB1g4lyLhl$z`)S0tW?CW-oTt_8vv?x~LgtWSMCs5jd2-Cy=K=%3u z0dr}!z=L~+ zG=HT_>@@Noo2-K|)wu1)Z8+bza_sH%#VsbcMDEvhbFp|Mv94BsZz>&ae3p(aaF=){(}aV_!wu=%)9nT#(za&+jgaxx)(8?=2xIUzZzH^V{G79mE%uT zZ4XxW!us#xUAO321Ji0w4Zo{CSbY$Lxn3A>O7=8^{~5w^vMW@#)gtC7*N>Cv7F% z_#e*f9%;kId>ZIi7DFaGGx|XlkW=y=jfW_p?2ei}xN|FeQCCpWrdlA|@v_@{DFn7) zyxrO{X3!=(0ks*3YXzOQh(}Q7m4Ekn-P+pk$s=CnPOmf3=V6a6?U)jsT)V1Tq=EX4 z@dWJ9z1GGSo)mH3eBJj~?iy`eT~H<^4v{0fYJo$)R^!8DR|jP5Ty&Q+uL-PF8*Z%I zQYVIj3NV|B!xb`Vyq9Es-(>9BaVc_?Pj2)i)jA7al&f8?;r+q=Eh%`r5PU9ARKbN~QP*-n$$;N1qv1+{nl@BJx@;-I zQmk4M`Ys2Dq2Rq*(jj96NeKu1$rTmE%!@-4z)_(}GO{E}V+89X-0i-qi3yL}hk;TN zpFP?hM?>TdV^PNtF!$K(>VKM?`l%>tz>zxs7;;;FxdQUs2~X2HE{+DsN@(_F4*QDkF&W-b|W6xTrO&q%ty*c`$pxkXEdU*C(N2q70V6&GzSgmp6AEh`=xjqRbqU=vtV6jpL|ul= zlQOZ?#7{BM*3Wk@gntMS0Es5g{A#q@#ivGiD=O{G|qOm+NMl&Pk$7CzstWBU3z|t(Oji{ z(Y~PEX`zHAG7(1Sb8cN2a6O|mEizlAh!(MJ!JpJMq$1%TD%G2613DO510tlx>f`-- zFCPr8*QZuFE@lU8-OXhuOs_8ZO64X_4N_=&i^NKO`5u+0b%>QWcN|yGrOh6N5?DIR z)QMJ#NRUA*DSzRiB$LvlrMmgyzzBc1`j(sw+bDJ)J$8Fplx}*bg^j%Q{#3sMEE8_jDP7Ry0-GJ9-&z>N+ya@kt!Nc5^Tp zVqDpyEi+7n;cBO5(dWuW^MW8u@*Xc~iV387ef#B7OnC# zGU_ZSMH7iq(zKr8pL)70Cf&pI_1qLI>-+vTTCpzZLq7MXPH^DzvE8VjAUJ_n zvw!7xk5H|F15O0<3)Zey^H};8p+-~E$_?3%Pmcr42wJ8~?Xcoxci}RT*TePL%OC7& zv@ndD3e~AAExFbw93ZQ+us<3le0wOfBjve-XDUqF$Aioj(7HJCFFCOmUnIv*`4BI} zyupaKk<#FKoF53-+3lhx zP!Ds#={i#@auyk+G~kuza}N4{H2cAO$t0HgUgIRef$5`@pcy{3}ouH(DaKM(R>p%v^L{L*bKYzdS>EU#uWv)#0rrxma@Uy^(v{VghLevPBQqP&7 z#!L^w1({nLC8xvYoCZ@-|4BTU9FFt^S69`=M-Q@hs4M1+n30R0W6Ju}i)QYqVX-kOb+DwKTYmvGEx+>eQRE_=G2UEsT@qmFRh5<_`GJ0j+c0ZS%a_F@ zOQ?bF1t-GJ$GG}0JI4%mVCCBG3VX}2ok1;&XA;}WDipy~}D}~#8 zWdfdv`^^{WO|pz5pt%7r*D=4*bHc}b`utr36fHnD zRxp1gFU0UwThA7VU=o6W;S(XUqI~`u+B`W+_s){3Tc38ucMA8JLXzJY6TtI-eZ?UZ zn_bmcc5|2(z4F-*jel|eRyQ@JX+fM^EQ<xcv@WUe7~Lx?#m7su z^86AWYq51lxGOqLhPF~1EXewTd1**w8*Vi7euviUDCTWYmZkUG@OB~J3)yiKZd&j# zmX?yY2gU1Z--L7qo|6U=qpZ`8fp4fCh1FK}6FjRknjrm?5r0~F7E(ci@6%!M1d{k5 zF~splh|o#yId{;DdIX%e!hf8%A@BH}f+6TT=3k@3g4Y5JpmP!Eqi7`C1kOz{;l}eb z1Ebhd6r!sGAU5jUl!_ENDlYXU0m^eekb}~T>x*4uTM?EH*b1S;x?k`Q(8YnD@DC!o zH1c|R9f&2Q34enpambOzhCjZS>A-y<_vS}$9BuFENeQ`s(-AFpcnN?tvysUVy+@)< zV%hC3pM$A2=R82hr!rHWAxOM#SSFO^ZsY82JaDFZ6f&73@NBornGtusD)eg;x88Cf z4MnT_(^9bnTYh)rgVZ{IfQJ!YZ{QPUlA90r#e^{TsDJ!%SH}9|RJpn6L&NIZ5f!s_ z?~i?Rc(PKRht#eu*)YPP!jC4=B;*5k&YBlV+?*bY`ql~HXk;B~Xx4n44KK|-4uSiR zP3}a~9Ksz`j?p1zl(YjiuZueK-&p1a4X)3m?cVQEx7MX!{>{1A&BAl4tJ5|&sQU$2 z@j|G1ZGWhhT3(l&r#+G~+p6)#rk8k%lT<4f_2!qYZ0Kd52iRzplO9fC3!VI{MNbL8 zfGQefZIw{i7xdfPOW)EB>T0CFK|>c+HYo{8&T`y-D84akwo zhl#5!IO$2f4XO&)p|;r87EzY-SP6_733~F9dX)*f|+NHc-;=LS@ zEPtks$3npZ^q%!~c&C0wIM%?gcJHTs5^%GtRwgooF9|-3D?-y6nW4(~m{*k^RbY(S z4ztwXL#T|eHi=s)c`h?#+BSk(ee+e4>_W6WRX@h? z3HJLCYZIO=j~Ed{_t!;zw>U)8S?8`{eNm^ zipgNpO1Y;cToO+TiXBLUvL;nYih zOPu?dd_xix8o0dzGq^qcc>gE5FP|D z1cTfw{ETlCuy{B&nU`OiRI`n6Z+}nTtHa6zXI$hJbkrwm{c#zwC1<_K&XxHc`UTWj zmOC7hn#T6LA~=759u`YZl>hmc&_^KX7XFukG5l?R&|0{kssIE-3QF!P`cST4LRx^c zOhc_wg=7%~4cdF*sCMNYmAQ#BJp?Xu=&Jj!fd@4rE+g+}vaoZMjCoO)KYx;eyhtx} zqd=JgP^;GoZKDFogHJvm9+KYb;b`5QGXfAdv4>>iN`6}o|dGY;&U8}<)CxZuTu|74@pnu1?_D? zt`9-}e+0kdBipMLXF$wU>UE*L8sqF%GV z*a0SF9L>iNtHX@!77`~Z71p);HPlW-E{x+DQfrr|M+nR?oq;F4{C`eXLhrXtI}PT* zgkGvURwdjz{EB5BBKy*24c5woiLQ=i-+KJY(g*7UUfp!>MlI|r*v+@lIddmkY}-`7 zS1YtP(>*mrpXUjh7CcI`>Aw zODVIlIfLXDhI+IVY20XsV(SkRMk>!-Q5~>!X^I|f9b(v63V-+@i@%0fsr}RV$_@Q< znLAyYamsUQ-|!Vt$;S6gO2G;Zri)#UyQGR=rnH2re5JlK%Vv3EtS%6{oOosKDd*Xu zxt1+eElh5uT*dyG-X6w%wAA>m{nb(2q0)ah3X9ydW0GbZo ze=dP06!C)+pMOTbdlYyH&8x1~w%yKHFV#@ipbRHB%02hC@yVg3waRs3>HIk^*T4~6 zdtbgwIE~UmU%7gI6#QL{8nzg#`KI$X?ujoB z-<`VE#=iQasZ$RzFlcIUe2-egAiS z{iSs#v9Fl*+me3=!a!?8B(02b6h48Bw%n9iYf4gO}W95J%DfdHC{PGZ*chMVIbx8WRKTf&q;?#6eQLl(5_3-LE3d1B%Bb3C;bbfaEmY%pq1ENn zT#oRr*-$@{XdW=onFc}fVjWO6j2)*4?lvIBcme%iuK9zDt3r@RoT-n3Gm`=u|k8?X{1ZXnsy&aF`GLF0OY6 z7QVK$%~FInAa#VL!bWx2*K1i~VU1dY&6&`M-m8#B))3vHLfUWRL%up=BZK-i!NoC&@w>ck z{T5RBQ;P|-qTK*AxonN+$kbHS?^p3e&wI|tls)dT4&W}nhwpXw!#WWG*8&b1@tn;wXR_)>Oo7|7$?R8?1(i85Ui;e<9#Hl2G^%CExKX@HRI#=J zby0Vnx@y?i9QH3WM{NUCRw75892={;;|`obiUz22wokaf*b^Fn7)~yWRTfYd$xJ{p zHn}5e?Ot5h{E(aZt>!Em)TbZ<5g#p0-dH7~LPDw(6&uUzo>DkgUha&r@5J=8raC$b zW0o!*Tj^%+aI)_;%oq^5%u;3uRBa`0Madu zia-bw?RDwnTN@29kYw6I2JMEeCDmVBD+eVCfw?+w@gDdwicbLR%@3=y3z~qpb*( zSa;h+E2y`UjyZSb7q&xR$Wn_MFW%_v;ZxNXS8YugPh7 z4Xp*w4&4N(QVym)EYZH`7C1{fkBxZ8##8Quj#cF#{-1Mj1EE=l9qs*+l!-^56mjja zh`P_6dgZTJC9}LBe9|KhVBNrBK1+*e>!?y?Nog!F5|Lch--P_}-#e7ri0C;pI(;CM z@!|QW6K}YUT9X#dnE9gGnBX-#4qsdH#YHl+hM4*~ zoQy9cUjIk5i8)VP+fb{MLgFxSm50}&W=bEU6Xb+xP!8Mz&=a%=)mG=-w(Ga46$?>3 zaa%^92Oa=lg^72{Bz~y3PAgdbC75A~aludRbMr}M$r@^*%~IH*&_+eYENQjn3?n3; zJyf}E3RwZtiULCDNPVFPTHf;qisssAv=2f%0#?4#Slnqw~f&2b6S3QS%GPH^fmV zI?uS_>vu?QFEZAe-hbvx{XTqit!sZ#Ux>%B5oC3tMHowm5A0}MySZADkY|}^OuPkw z6Ml)D1={w0eoO*cCWw&_F2wTy2lVqZOGTgifgJ)sUl!a2W$7kco#@pa7?=XT*-Y$W z76pq7TD0Y*@~gGVE$RWBWtz7%M_&LDk`0Y#=G!~3r62azUwIopC$5#B3cIHORE3Q( zX5~wctJg+uD;O-7GU$cH}DHk8=Hv>oqSX8bafN?=Luo#GL#6d}7#_^#dbt zQ+x?R1_2pD_DH#x;u0in=P(3Jr0&VQpJRw?uhi3Oj5gNuJ#QMdWfP``bIyMzI(l~X za%KMC&w+b4M)En*{Sy7OcSx*O;bq3(AY_D8fu?6(!s!)Be~4VFM%O zj{K1g(eYPi!nMaR&3&76UG#l$X9NcLt{WLIWb?CWNr+Xz@3+lCi;wv(RxBk%JqKgI ze8G@_tE9#cEerS_DM3S_*h^9;Ps8fflIJs^4J>3%GDiksF#Y-GDnetGUC4nji89~l zJs~Q8wYLs4coW{l%-h^f4wp6t;pjTu6Rm;9e4eYE+wS2ww0}R!<)1eybkt#kxRRalE z8MzSuUOvPo+!Ucs(cUb-Ug=qig3hQLdWLK7ol+B%CP@-8{q_!GaJSnkYQ&lOFhUA@ zhxnNjWf85B6v>u>}NaWI_$Ce=`TD0YDA5+GULO$Z8^i?1UQo95=I(z8{ zx37gR9Pn#fzz-9qvz`|kV#@zznR zwD%0dcc>ij3o@KVZ@6zA5?Pv}l!PUI9DYd_juGRr%f(cUBjyj2(WF$7#HP$63J1YZ z1i&BtuMQa}%}I(2GP&8gTD->5U6SYN?CNYXjN}G8La$7qxL~l+HI{x>Pi-MlY)H}~ zC@M55pP)MOiRwXkZZj_!!x^}C%3%JqyL|3~CD?ei6MyZ&?1FHLFMo?>sM&@MervYqquHOU;}=74>J~!kGqJv5D-t#?Ka>cz~dqq@cAgKjZFsBS-7G_BYZCXQNhZzd!VXXS$L*H zEACbCBy{i=38#iD{(%pP0`8v&)ojb_gy^=XE)CZ(U4_mHXii!89iZZ*iHMPdv*}>o zOW2jw;vxk)=#@`nQwo(Q5}#iX1rZr*zi^>=E9Z17m}73cKJ7lI;<#`llNg-IGh8Tn z{4xh>8MJ>@GlX%7i^bjsnm-CZR4l0WnBGN1ijD@ABNNMvm7Lc$BEMG}d3Z0y=2|*p zytQi{(e9z@f3E*3A5@BWHkd-KssCtuausf+H7>S$YPN9~qpd;ObuQ#PxJ>|vLda)e zT(wT1xQ!#&EpmaE?MWMRhr7I~NXP%HhR+1@orWq=DWJ?zfYoM$V}FSRw%>K%7+*?( z3k=@x5DD`UZu;1`$nQMlFZ2vy>p`1wRL|;y7l;T&~GZ}SR<)6Kh zKG6EkUiXvLDnd@-rXromo%MDl=B+CM!RgNH*K-~*EyZ__Ci69jOmA;K!+D7_-qt+# zpsQDa{`TA%iH_j4o2O5fyq#d2!w@hsUV>cQd~9Tfn;1En^N3Eym+d;5C3iXI=8J&? zAtFH!kUUkz@+9b7TY*~07UAK(dzYQtsPKaNRp@RV45c(xMMGN0blFDTmWnp=7ej^X zexiwXc9z{a0G)%fn9ZA~+qR z?4cWSs`}}WZ@K`$@X>dh|G4bZRK4}Km?bi_-C-YL^pqCSD$SFZleX~Q&fz~S_ULHX z6t38?80KPbTlFXDc7lyYNgL?wSJ2O3>cpw=RE^50b|vVVV%nzKk7*32N)BZL6LtVi z548tj+NnOpD;3|(QNU*CmAMV^UXdzmCOeHCA=V=_g|^T)<<~r6LLGDuD2yi5MKhjo zvcxnA3+rK({0&%@gYe>dAfzp?J%JqMghtEtLYjrFRCt|;GOXDc7I6msYi^-1X+l%RG@w6{Z+X-)a4CdNs-B$B4JUIrth z?-e7PI3aJs)1Pw*W(Ue8jhD+pDcG6i7cygBB?j372m*$uFE~dc@$AnH9-uLR>WVON z&@yHu1Am|n8OE9Q;k26nlW3HzXMW8*Cvzkcec>0CEb2_v;yw*XyA>eE^>&vOCzm;p z5DL@vf09gq@me%;;;sC2|1Q#`ilOPI3EAK!9PNyjv3#GL za%Lnd!>DlY)D1X$fRRRfG~|pv+)q@fIge{w!wU@TibxPz-E5!3#MNT0!qCB_L-l1j0mFam5Sd>#cD$xV-00lX&>>69{*iBYrUCBYaqbb0mv1 zSRY5eiwha$Kh`ziVxTNzIsn>&UPVb`OkZs!-S}w{GdreX z$c!*6?Sbjk|MLF%HwY6>U!OGMpnOUkV`Ik=pIY&SRQAmK)z40C?qw2##ESVWE-`B$ zI+CBT37SLkOjS0@5tc5ET&w#g?iK!79?wmckNLaWX?}P}F#><9kdNPZ&Vshz%wR&= zxv$L%Qi-~|O=;^9;T4BfiHp+112|~)DBe@MqyRn-w&`?z>&^KuJ9@xMaujvA{lis&%5r8pjkpJl@Jc*QWmFXA8hMp)8w?CP2o zs+4Wi)2{Sfk-|srNYh}zK=EZgglEz+j|FQ-l)TvIiml%zF_)miYZ8rP7{`%!T;~nM zc~|S^xm!l*!HkZpafx?UYa{IgO*k;Hu7IwjN4wur{v&Cpy{}f17Yl&S8s3S+)ya~7 zQsGS0BZwWqib{PdnO4OvL8wmA-&Hc?8O7I`8TpZi_xCvi6gYNzJX(NCe=LJ!)77Ha z;Xc0=o`M*`PWLH)WqL=(4@_oRog2k67sgd1;xoY|=T#&PmfU#xW{U-lx>bYh8lZCI z7$>jj+RtPfK&iGU5O{aRqa2Ho_LC@(0_tzP}$n-!6+s*w9<@|CGaY_M@n?c zVqQV>TL4`ngsAmvJ;{rw9{^B+;9RIjuUU)Mz^o?(SPLbNNa9C%(dL6wdF= z2$Q?O>`u6U_cnM|&YRgw&T*UI`sDri*W4t|)k}Q~$AcsID=q-js`kdc|Hx zQ^%{BVXKxbo>(wNP>vGTJfLpPW{ij+@e+MR6qKU4=oNJdH$eEW|HL6HcAu&Q0gRJ_ zpDizKA!fXQ5L(`Ld195}cMHubu9%0qJ*K0yM-Evw=dBxYmbE(N0yvi}LPtqA&fOn7;fs>0i!O#_NF@50%jngD`ZonYQS!jY^lTHh4ar`) z&K_NVJWoaX8Wz<+0N4pfDjk(emU|WspsZxNAS%H0=JB#Ff$Jh{CKhZt;V|_WcLFkH zm?NR>^BAYr#z8eJA=LmYqq!E#PgY_M10aEf-?#)XomfhNDaq$Hn7$6-^+g8Tt~d?@y?&cl>UT%xuvAa17knUYwET}zor`CF5CZ< z&LArYn^6vwnb_p$?4@jLTXa4;;j4Z5;9h`Ujs9W&S{<9#AQ+Rva>x5y-6%gkmwwkr zv2qtu=RB$Tjkb=di`vi`hj&5`uk_}{+lu5YAHA&xDnmW1t*kWWv5b8gOt~X?#m<=3 zB;)b#cfh^%JaFj5589+-u=A_IO6gSX`!}Ctom?x*H?d=;d$;79a%!26eb5QCRC)@l zPl9qWx&{CZ5T!0?(VT~S?p&~>KMByn-Y94PaYB8zFGVydJ<}a&_vM>)cTHn}do2un z#yANGGcQ1y{{>Job#2Z@=+E1sQYQ8;N&%-8_Li z+Bi~&c*(p?suvQo*^SqAAJnL*&gxwg^!faoLbsiSrz{bUYPI&>Bs?XeH}j}^k9OE_ zGWyb^KxMNI=BR~0;XF0Yp%VVjSoaW5mJaf)b6k^1-*wG?(@~-%Tgl#H45a-RJxX5y zAB@bxc|RTz(W1j+@Jgjs5uR32f|`a*jDCQ|ok$_--OBU(ad<>b>=CPD5-sYm=;s54H2AC18WaA5gyMQ2!6CzGyn*NFP^o}LG%YHe<*1VkTnoeII|l!vMZ?DBwEC)GZfD*fdN z${P2c}|@XM>6bVhycJpJk!;TBhfbts096rduc20DY_87)z@ zrRn>qv>&3$eNQSVdZ1;k1w@SGKt_JGWnG?MXNRs!b#aKqVTKgsMP_V5$Zsb}zzb5P zKT(ymxLUwjbWlK6cKGwC&kb9AdaV4R0rKkSM9Gc%POWt;X(_`bMd5_Ba8?J)Fs*RA zWZ8CCopY#CVPJ~n#d|wTn~*8x?xZ(bw>nrUO-RLXR~xGx1-agXj0nsN7o1S1M{M>q z{fZq85bhP?nYoFs~ z*{$aW@E_^J*4Mb?RLIQxNcM#9e`Hept2PRS)Hku5&q9cQ!FeqO=S>;^HIM{wr#ENGxyRaPL?i=fe-edP0as2@dElPJM(4kO61ISU#5u-f-|0>&VVmzZFb zC+cSPAgqfJR<^UBeapy%+HpBYgeOWU44kT}3$Cd$OcGS3 zCcvh;O6)&(uFI%bgF+4o1ATDyxD`IAT-H4Qg*ccEqin0h4RG@*11E@QPX7YT%h~Va zSnT{ABlTGq7X0o3$%oc|0q!@h1Qe|JKJe(stllv=@)^fFPIwym-n|$K6UC&L zkTw7Eqh+*KjvtFDQag~6&3}H_hUEDh_NFq%VGwppI?WrM&z&*M10N9w3Rp2}9>jtJ5 zCJP+cZj3sXj1+Tgk}np^UpzE>PWcOQkJ-Y5@+ivdTUg@qk#7SDic$@kc_gNrK<5pvgcD3w8<*O$E`*?4e5{c%OIu#b>0hBtkpmfo88EHhbCW)Vb~ ztCny_;{c9*E|fiOTN@9AI(xPo^;RA4PdI0l=CM1zCc2#6-Rm|Dyu2kFayxzLaIotV?H&;Q2f%2GP65f<;B(rA+v;|3+m;709&)4Bu zfb^o+^mBjt?cIM%H-vObd1>o-OvChp*Y=$AA_<5KY)3t(E1fdU{{X4OEUzZ}=>nrX z+8>OpxxoFZMFxiUK#$2<#WeYAYA^1wfghaBi|)fbSIlK$j!N7@QRqvq=u!UXg1?qN zgKdUvKooMYPc(g#?&keIZF}F^WyCcXQKKY;iZk7KysMy20$?D7XV}rD*hKSaCt_c5 z=5U6!AAI|T#Jtlb*W{wI`7w*7N&q(t>+hdCO&Gm6d=D&sf9BLls4e@53fp0oXn36m zduO@j@^4GlusdzUK;9=M{RjITe(3DzdQDilz)?;m6vUbW^=JW^jKw;Mu>I6l?8@Q& z)%HY4?yM*9o`xC;b91Z6Q;D|=V??4mVWBUaDe`oo*e@m+sWzg$Ygw$9+pRjbm+CMM(cmj zSL_oejChT;4uTS^L>{o}Z-Id9^(WD1m0wTiW(>g7nH#`RA?r9coa|nqCPMnAKE=;` z#1M>a?R4gm2b!WMQ>-vx`k$SXqzbXe*wi#JhKXhVKQD+QV+IK(8E2BMNyF{KQx7NC zfawn`N7FimfZahDoVGPAQEm*ctv`6WvN3BFk3`;4tQq07?1+%oL!xnvXZxQ&@(J() zC-*@3mss**=(Rh1Ma^hC-I*|_Cqiq(?j-nN9)0{I%cQkk;`Y)2rdZWYrX*Vtmqnc& zOc7$k|Fo2#Q_ExO54nc|kW&t0sD)A+eRa3|zDerYErrTyOcBRnHnB&@6s}<*!h!sw zH@VV0*YQ>D>|KtOyL{Re?UGK73)}2BI!hpEPJB93r)5I74J24%i`82aYE+9ijI`?dV2$JBhH`KuK$&w=ji(1APTbh<{teHZ^!se@Dhv^j#`S!t8x^ zgJ(cz@UO7bek~#kv(TrrY4++k`}!M^7*{a*)$*=#MtEQ+M~AP*aFk>{(5+;48V(pc z64G-95BJ#i4MCR zRN#3-9J%MelxHU+!&B#fulRm<+%B62^&Kj2rI?7%pYnaoLS)XfkjY~&{DEF3q3DFz z*%=D4cXTy#h6-U^xsuykh56jDGoC;%gp7^hK~%5j!O^6zP$&l%sv=T;`okripR|47 zZA6Qx7;?{UH%UKbv}RjAB_#=v#*@W()jG%qpj z1-w;R65GnbioXn%N=!r%J7k3=oH<%)BWWc_vJe;h^*lIZp>(zgEQ|jLHr0SToh_si z0+~wJB}bgNtp-vm*h1Eu?#ak+ZOEc+w{*;2R1SRYe+u$einl>5!9f^Y1(?*pZreBl zL_QlNEa5H2gWO^Ukczbc>jVkuCbse-{WQwvrJtZ2hmP0WZml|BbGQ4L#S+p#*FCQ; ziUWv=W}BHh&lZ0dEZe(=@SlLzz@8TQNUus6< zWN<3^+(6aLb#wCgSIHUHib@@S-M$uqahPW6NmC;-?WL&4Wqo?$&`DrFTaZobS!8au z^Mjbr!ei)gTo50sR)d9L@w6-y2{xO_;!=oBT*^Fc_ptkI{gIVv4W)xF!OuxtZX*U^ zLstC^_`!PCF6|{gQtL~uC}OwHrL_^rVaz)qJ<0+qQjf zz@2yJ%QKH0;Wp1Yqj=AhH*j83?UYhw7U>_hz2eHUoUr!3J%Z&6GUYa4GUi zpBJkvb){&kGESbW_WeI?rW8ZKFk4QpuMkFs)L?alPy`6T)h}qGE@F8Eo!x$u`4MHRNO2Dxvm~*lLC1o%_-(I zCGNGBF-zj@Ad?^YuB{=2ZgOCS9JUFVy*~>plOS-RH_#|mI!$BM4DFaL3@_EuC_lsu z<~Lsu9+We*FFB4PMCvL9s!>3iDN8)qsBGa83w|XU1;i{UXi^F>WJ82=1_i366+kf| zC<$N7F&#V2jl4}E8d8fK;LCanD33UTT7=Nn;7LPl*8wM%%12Ah=jo?ZkRqmT7^DFw zl>+8)Ss2wqB(oy_NXaO%tKuew#?z4zs6%m4ndFc|6j6XQRc>C(oI_GW|i zra@-43a`>BLGAT%fB+5@+Q^Dgrs2Kmww)jr3NTP$VzJ@Mdew-TG?xSaa!uxuu38BH zf6gVF>&H3X#$VUaX6ro<3MGXf?;+4hk-hM6BriE6i^;d_8-I08IallKVf zRp7UTjqt|B+i4Wsg~S6KB~_$5!4*o&6J)3`KhV>#L6u-b!3X86PFbYJg;Iz6Fnyqg zlri&ubFIRp`kyd6PF_O4ox?MwoZ3c5!*XV2;n+iXB=q)ywL>7LFeM~fh+vKM;R5@H z`?Se?TbaT9NBTwyMzmwz4O77@l|jw1HRWhe+4XgVW)0)SXb@)omB7Sez&m6ICq?pl z378smC;sjD@yhJ{XdX$wd(>%aNS+NH*B6|u4DDYiznf|)Jly|*GRpLo&Mje_FUiH> z$1gg0E0hti;TF-Mt(L&Xn{SJUgaiIElHAn7e&%|+Y9a5EnqN5jFiRk$LRx03(`5K& zcScJ5`8tEX|=xxkKrFH*@r7wl#&Q z0g#_99NB8=R}Lrgq4;gCwU*yIgSJHx=K9tsFqS(dQ{_x6d)4czk?+C`w*cW6laX+L zK%NIIhX962Imr`a;)q`0PX~$QzPZ4f1V%gRncP1Hn_z=9|^X%Dv`kQ^`?>f@^ zt|y2`OT#ra&_wisL2p#R-rSAKs5{cn8Z+Q#IRKtwnt)TIS-t4I#6lYPj(ZXM;<0!| zIcaxhp(ol?9Kf=Vf!Ij5Vn{(vFF}m6^{cPftK+4GdjNNIZjJq0> zU3jXmB98p+*kIzVTG+JQz7iAaA?rpng-RxYDyK5v)3!gLqds;F1aW0yx5V= zpZzM=Nv-Ubz!d^~x#qAKpKuju`)brdE>Z>BOgU_zB5VtcbT9KJ9WVq+AbM~uX&xGV zUrPQh$M>brA_J1}a~?Qq1zo`mbq^1rL@MIk`x{}FaYgu$dqovAJiD-o64jlWL|dHt zVy|YqKik04992S28pZ0;-a?KOTH*6IW`|1D%)=AON_Y%1~TFB4Yr8)q~B50}sh zw(uA7Ks2h*EmR!IE4Ik{{?9%b8VF4h$1RXNz}w^UsI*N*O10NMhN8CRKZI77472b=g_vE8;t1jyub8~1aCgyPtjT0G z`hE{+beX_f67dm0EEC*Ui0XUND=my@^t;=Q(TU=`EYDw9!c9ZeqW4+SrhL}h~_d2;+Cr|w_p(24M)Vr7GI#iUZ#Pxd*&Z{1VUl^82!B&P?}kl zf%^qR8X9FQ=U;n<=todK0Fh?(*Lnq3XP!{~Ys-|acs-6(%O3~kq>Q1-He6jsC<)Ojv!KRP-w!J zt>5?u|wtqabRx&J6`JWO76gJZ{4u{$ey{}876^2s+gGcZS6nxlqPq-*JI=c{np{DsVql_0bk(O z&Sc+~!6McTa@mgX?0t0g>+{ynkoSxRb0|SKsC(6u=;unbnie&>werQ3HT`x?ta)eh z2Dm|kxtwPZJWlw-Fv@H*WDuX3RvaYcX^Zjy#lPS`I3E1hw=M#%&MU>t1C|_`r+EY@<8NQRA7u1{Cc}7 zame}VV>wNWsac75B+HqVq>5{mBXkPOZP^Qpfx4J`yz>eq%9cvIcj@%X!CK)|2SXZ# z;3YhR&(T*q&|>!NY|S}Z^;AB3KvD|EF9HVRD3yW+WI9FU2JlHSP5|%7XL>#^=z7W- zDz3gd)9i`L)!X|O9W0fcdOgpppi7HO>bHtFCY`W5CMqbm`8#Qap z4~UTXxu_tiDbk|^dEPNrf!)5I@1T8t55~~8eW12K+6x6Q_I1k&!-h7$NLz8-h8+cs z>!CJpg?o337gBh#2!I9CV~GnRL_fFZx1g??RfvA-yZVcB)=JqWXAO^RzA)C=MJH!r zE(r=LhMg`M#}%&3It=p_k397AKhizL1|tEr%= zj#kEweqyRd4UDboBB~1If8xqjH_?XaKE^PAe$PSWNW(qYtnh2vOgb}W?U|H?-iH*P zqk~pXQT*L7#ZzTJ-U*;}Qd02w+W*|*mAg9uzh-o~0-@}{Dvjp=33Gquz!%?0~u{lWSVtzauPCQxla zi5s-gcY14v8#uB6W)nyjHG<#Y3A^~tSff~oJp>^JAgse%fQ$h|R{fxYq4!_te4LROWzz~)Fm(V!sFkCXHBNzV@E!^G74l=I#DoTp#c+3ysiJMcsH!7wvAScGb0y=0cU zYE9+m)C{`$qzlc3ku&Bhgqa0SC5FzRz&-v-w1YQT`Svt0)Wm|)$Tc=a#(Q-3vNjY*@G)R22M51c1!|3Dj=*1j~^4hCDwZVT^n52xRN|jsN&EVym z&aS62vuw9Iq`~|0jqH6M``%SYV%!N8Xy?Px=hb|dU$8+JUaz8#BNdK-S!gn;KIjI` z)DW*sPMffM74R67p zuYr*g0?|t+Q#Oc}CX&`@_y7!7Q|KY>*h+`J(S(!|em9TwZc?4s%a5I5!X8C9P1}{B z47vxH2ImE5Zrv9>d-I0QbC`(Fc6^}CeKTjJ;?CR4m@OaGFM#NbwN4mre)d8KP{U!c zJ>;u}@OH&KB8txK-9HOU|M1HSxZr4`TSVoEq@D4@#q0fWt{2yn=M?4xRnBW)>tm*u z+m|hM$oh)CL{^{^SGv8Gi66eLdY{JG*!1FeU)Q9ML^Uv-fD+xZE@3`_zr=yLG5Snb zGlPkC8!*Iv3X>^SI}O(3`_1KsRP}!U?uO{~Li;l_r-3lg_T6(d-ng z@mdk(_0DRfEBS==%~lX=Pt^S?yul&go48dR9t=k)BCx085QGjyZ$KyjGIlVd`tlOt z^&#a(uWGn8C~+!qy|ogm zcilO$HMoh>9bvaxF|g)t@Zh>O!Qh=UbXiAPxyI_r^)Ve)&*0t#?#nSM@F%R{rgQeZ zzJ+(ZrS=5nIhts?>p`RpIG}g=njPI{La|ut2RP)d@ok@U-;5RSWZvP7j2iH4+4<+9 zb<>)K4(`=(iAcEOIW~9Hec((VHX%2dP4M3l3V9Qo*Cq@HawgY*twK322xtyt4(7Xm!7oX})Nzr_j0tHoXgwZ?rI9z_uJL z)E_OKfkB7@Q~V3+goErjBx!gt$SbWcWxjWgJ{Rd zt^!}{eNXd&{&a9AP-r384KL?v>uGn7)1B|LUh!3g8bv^qDsXA$dYUiz2ZRabo0Y8e z2V5Sfnvm=>_Grr!Vgr`I<18;Oeh>GZ-~7YlHXPt^2Q3JJ&=a^RDLNP!nc@IN1TQci z)cN|)B2KwitU>e;-H!W-@u=Zx*WaYd#$vuho;_%4o@dYzh>8gXZ}d6E#t&ho$=cvA zuV^gV@0qpw7c;2#=|3y%pOjTM$U}>9b4t9NGm~9v-zY)&rs6O;jYMX1Bpi&yv-siD z(CAYNQP!A?^s$Td^(J!}3No0+hy+tIBoh2ZSm+53&n=M3CBpl13d#)(RZhnXj!oKO z=_l$^yx`TV>o!|r^Fa=?~|B?jl-xgJj*g!=*-4ny^1U8ckJW*JKqrwBwS5@mAZ4`X;rMwxH#T-BO6~I>iDcJ<+tWokX5!pv z{}cDwABw4mRhE#iN1LHysD4}$zSxYn3SS4j?tzMmX(6PE$5(GMiuPCryxYYrV>9}< zy8bs14yRVhR4k^q*K|t)G^T!oI)Ba$Z)srg-u|B-^xkNP@o-=x)D6lS2u08Ckm{xA z=a2Jx3^B`sU3$E-H+J8eRbYfG_c~RDCpHoRsw>3qX@(=Hn|C6k-!W^BnLi|!)*`EZ z($FE)G2cgXRzAPyq9^}$<%+{YPsI_~F%Blso!%l-Hiub&=(pM37fE+*bi2bc-Z6gW zbWL^fslT}pMN*^1aJBIUiH~;DTcJof$9}6m#?lOTw>7=d-|k5ure_4~n5B|y1D(Tg zW+%khku5jQOyoIWoKW?hmvNc9JO!K_?|oQII>_hk1;jwuSQNpTCv1n$t`m10;!!AN*$$>K*$TQuw!$1t|$p=hL51j_G~O!=s99 z&9G{&sa=9TUjV7HWQ+sKYQa9HBlxv;Cr0yWE93!}&0L?yq?>NV-g-1HGCbJtT1*H; z9l1p?HO-h(2cc+BI>^xWn6NyC^z&4baRFPXc%>h>mcl;U|A&;y$(6bl1%3=*VPR%x zV_{Amj|Rv8KfzTrcp^9(2V0^c7C!cW;;Mv|^B)&tW@gU+qqB0bvM0_x&;Ub{W#cx8 zk^OJJG4MN*aq+NwQ%Ggi|8=<#ExCDXAN{@3E-UI>=Fk&_Lu8;*Y!@5P7u zb1q{d$!ZTjgng;TlBv+}X#}jZf4)2#u&=YFJP(DDQ>mpo_Lm@b1%U@c?+io@fGtsj zW-2u66JuT)#R# z5Sukhg9htYk(k{M!JhX;Miy>I6QR(n636EL+Z8=0j>;n=pE~xq7p%zjj>%j&P8^y* z8$~iJQ)hoV7e&CD1AYHDK8zR%hB?V)kXZ}~nR(DItkh5%js~0Ajj(H1*-YB4JbK|@ z_O)1SO`pI8#osU}#0A`YT^BJld`lL%HRzeE6h){q`5Y-T;2u+eL zO%&zGmquI*KFVtjxNzJq>aDrLn+82v1Nea zTrEK}Hyxoz2AE+()*X}g4w@9h)Ex>bf`mvFZYD5X``5&+zsH7l9Ck83N4n1f={t2g z9pb`1-)2($_?spS05b-eOMX04M6nlNvH{sQZE87_?uXVnV6NB`M*gO2L~5o zHcn1rCSny>MrnI4Q3EMbCLGk&(T87nT1t>weU-G|J4pYm$?E0*RbcYb9 zHr6_<71F6VZ-iS+BhuqP;8Z?+BBH-=qm89(p{QXR8=yJ?v(JeMOoBexOB*wHH-(1u zYnI!QurrtgahOgl_v~18mn{v#qF2iiF$;j@znlrBZ3d+a(O`%;83gGFqYD+a3p<?AA}jR{rgs@1nETGqiX>x*boo%3 zMJ79D!;-&AvoSuy!ZS0Bhgq)C1il=lMd4?df9z{T!NCUmdiP4Q+Va;u8zON+`3H4Dl_x0FH!XhC=Rg;5H%A;kddb;g5{ z1-YWN3(=||MAcgf+(ta7N7r~v#D_i+Ds^lI3!u(2Ibo50QGy;_m3h#^9lGfwPaRMCoP~vM-Hd;2eVNzSV>r>7 z0*+&yS>h`emJV)~F|{Gg<(n2ZOS*um9qTz>bFAXq7IrdSy~|^=O4$OXm(|c<*0Zjt z0z?)bPbC156BhupF1ZXYnl%@6 zK_%f6lPsDY`%>B!umYCMTHcYSPR|oDZjx2A)=zceI^f%rY=D1TVBM_kbzR*AH^Da8 zGHd@$7jAs)> zDAl(tHY*M(l^G~ls#&5hwuVO?z#wS@p!;bfz!qr}py#RPK?|VWspdhu*+`?7FE@Vm zcSW6MkMoKOW>0?>6_qXU{9i>~X8$ZJ>b9uvnW7$x#*2!2En53rQJ+O`$RKIIMej{0 z8nEd3l%he4{y129$a2wFiiRyW^R1$y<=$1rQ;d`{2~#YPE&@88?gC1j>TiIiH^ojV zc1p2Rik$_^{qi$QWmGq#*cl((j4os`ps*Rm&iJR0@z+8iQdI;Kp;M5~<*=Q}L5@KzX;LiA zhDKBLTU9Y~V1EV71aBcZnl$5|t6Q1`=?|vCE-rY^Kne17%vFQt*VdFQ<}ng1{dn6r z0dy2HFPn_3(Kw?f1E9L$*5cVrgpj#^+XDL#pS{Q6emm-B9z9rXHiK>?Rt8p|I-dtR zBlhsxP)sqXQ}C#(P66kR8}@R0q?`6@j|GFBdZSCO>59}La(+sTtXPCrf*E#S+k3Fg zJClpghZ*P(H@=$&^lP-fZ`U~e_;#1R2Z}j5rt`?`WV8{o02-cI^V1OV7F9@CjqWkA z?I*Jfx`y)0Ne!Cfh2%C>8IeS3N4^qyWTEJ; z7}2TmQ#*a%+y{|<4rVw& z*~|>Cp$pCdmCKtL5f4n>mGp04o1dHEX_P_Ycn2V_m-;+A&Sdi}($mLhN?kV@aT5*J z6V-GVv_b|}{UjRJr_{G;t+6!B>fXO!bswL-(Ej+{Ca7V}Fiv6o)8LuM`*KSqk#IlI z70Ql9Lh1AJ8#`v?5rANN^ug}o6m0%yv%-+<+)!EG0?!PJr6Kgo0 zqy$)WFc#L-T0&6TL_~P_UvgrQHo3xF;C> zMK|Uqg+`WO7_6MEnlLip>(*r!mX@F`9263yx&uE(=NQD6k4G!d%||KB=hNhKxX zZJ&3t@UT5GeloLBlYJFg(I4S0n~LAr!Ekg0KGm>Dz`DO9Cekm5tF;?L%0XOsU7J2~ z7wo994xSRCJ;z9uV+P>bXpx(O;#|_8vQx>@T_Bt3vj@9Jv9<}poe4Yp3{?oYskYfT z@Q1lnA&`{`aTB{^HtA2Ig~N=&XWBl|DQj>BcBQuxdQDkyLSk3px#5e96o~hsA$~9WKW@$th89K_hMG)bs4+F5Jl?dcm@W%Ap+)dG7BHU;iSxW z8XrV2IyzUO8ro&foi2dyKqLX=Szp16oWP0E8E_?uXi*^)<}&R0M*<4838JxULt0Vz zhPc{L>AH|p_{X9F?lfMaKJ^^M48aS2Lk_75!G{joiknXmOZw4=hrI*eKqukHOqOCl z+Sx88mhpvgMSw{rQ|R8ns`=Q4RnSb-P#b}eigGw&Pmu0dTS4n3MIrIem@c30+ZL*| zO#3vvntgN7YLw1nD2WsFnSi_|_OKbUsl1D_{UeHc(8F?J@uzb*8%Mfgq{ucR&b8XUp{KH6^?{8_sLBQq;Jz!Y_jz9`!_;M3vTy3GT z+8k?d$zAI(WxwldUT;=Jq1$h=ijq~i*Bd-Sx?4upuMb+|$6?^We3|I5S5Rzoy+enb zjdonHuwK(~6A46w`9(&O)%ER2;kpr8Rsv2Lm5uCsF3lIra-mc_@Y;Z@1|mQ@wEaqo?8#&X3nxuWlEgr+{UuDZdM47z=}^x=+@mvN!;2ru@bU< zvL=g-kLb;2^Cv$kdcpc%4x?;%>$hd%t=1?h4lu*wE_-BrqUp72dGw}v79rzG$q`0a z#&bDot?0_yl4LzyV03{zVsig3oK+Z^t~Qir3TaK!+xm-{;#Wkt&Y05Fd%i+_o z0Bd=1xg}+}w+%t;s*?s(GI=X6B}Z>d?haEiq*S68uXr04nK=xcLqpKStX`BX4554w z0fg>9U7^~xi?Sbhg9?6T{1I#4JbOyCwh8j)!e#g8swRO>)v$!O(fJxDKjNdaBzq+A6bre=#9jF zxjs!twE@qa89gHi_*~Uwr{q{_7bk-9^Iv_t0={l+7|9!{k z8ZgbHbP*&UY0Z;4=^w0B&~Hv!oPYNXU;D4F*%o_MMsr<>J2Ima8U)89c*TC(#QbZz_(vLiWa0eK@6w=b{K0x z;puf9K|Ipwe;TlWF)xtHQcH8TTO+W<7MG9V0h^u`GuT=Y{}{Y_gazt{{gUKok^bfs z^YaPL1d$7)UUY?vKb`cB-Xxyz-oQ!&)~e223b_CcGF;PvRwWI z8^F)x*Wcx*X*)7oJ-IS4^ zJ_z-1HvH|^+bOiV=R^+UufTY*;Q_CnCScuC<~W5eJ+2|_Z)7E#SBV4*r>;TMaFezA z-1KGD_@rc|jw_~bnQ8fM=LShA1%(SMQ=UwVFAm3APa361`4*i<^lKXN{;zS85p>+c zeH0M_i~b0bC|jg&Lb&vdzp>E*_*P|{0uOq@(iv788Eta&862^x>ka&L(ZK2k zuO9J6*wYdz^#>bxSdwWp-^CBdOSmvXXio)N7pvoz@Pcg`0h2Jj6ZhQLOhWF_8m2|? zH=eL$1;*_&zFsr5Jl?1c`i+-CgFXh=K=kmoG{rWXg_n)Awdf-FU{P_q{(>ldWELlU zic3UT=A(FG!z3i7%Vn8~`kxjdwptnwH&opfV|P`nqAv za6>v(Pa98Xtv@?f&uAjZ!`9n*=uaE04JVqX=gA|eP_3j%(B5OjV1wjWyxO@G6Q4?k znJA%IjQ<-LIQ|D<`2U~BaIya1&ySUZo9(}O%#`kh!)7b$zv~_oA?rE46bD(EsC}@N zFak$NMh-{fEZ_L1`qWa*^;0LolbV~`qCbs|E7Kev5+G4>v7rO$JN(>mI>xV3n&Ps9 zto8ZHBtJ&WR}Fo;h2iM3sy=_Q{j=Hzr;V;(`WpZI+6(kF&+N5hGk&>#->=cis)h-p z0VLPX-;vy>P)N^OFP_}plJxywzt6qD&fZ7hZMngBfS+-dtd~o%fi01r%hS;&Z7~M@ai$On6`TpV+_6rr6LX8oIH$ zE*0qUHcsW8jaL;=XS7ozcj;MQ53e-i71rDY85QX{ZZ2a`DLh>a6HH}=NDqqOKhwWe zRl7Pgt8U%}ooMK#cqnx2=&wuJKbdF=ngm#+fMaQCrB2Y0kRL;)Y}!zP5wtw=1I{mL zx7(k|FIC@H=3}AsRDyX=p+$>2AfBy3cw>5gH5Z-EJxBv~kF|dohZ{<7oih%_dTeyL zc(@e?Y%^Cj%x}y)e1XzUFw2fPw;i7RFx8!#_uBj1k8FIu(Ux_YB+47-FzB>yymK;` zc*#F+ds`an=?M$k^elgEtH`FbfmgP^!|qFWd)gM923KO1Vz)EknXk5&ZXPCf1Kz7x`ySxyK|cxG<)UAHbGz@yb=#-7@} z#D|QoDhfi=G~pfRc7k^(Vl7;j*~hH44|o0Eh~*eNi<%kaGgxH}8CuFV4x@y1x#0w~ zUaufE&jTJriOaKJ!uW`T(OR)3oxq_nyqYxki1QeR*nALmF)J=N^bEFiZ^cH~&d`w* z_4i_mq7(D<7Ujm;nrAO7fBDX{nuNv_+EVaU8rikkOlY1%M5I zE`X0g8o;~1wjsExQ80c@$WO(ZH#4{&b&E582|tq&urQV>3DE~Zq`VD=_@2KHdHv|D z?6TD2`~%85=}tuG&%Jhz3G+6BeimO06Xxn!v@t!J*U3e5Q1k~MScRZ&FipiL=e}yi zv~l-LG054`T$iMKZL^8)ME*M^O2OwvTedN_QT|Y)Ti82|+|eXW^!1m~n68HT$QCy4 zqj(Lf4v*tCiC15OFD~ZY|pIEry zgU;dFL#e5pR&N~ySg2|F7vn#FbS@c=uVGP;re=cumO=aXQQgD?FG;nQoMWmc)e5fN zo}h#Y@re3>F6}b~w)Tr~A?B1f&p7oO*7+UxN+!y{pV@6;KC4!IPUb!i;+Nt0SM9Ap zs-^Aq*oNL#OIuZsQ9IFdOSAH??)3nkoEe7MvMjJ{m{ROKAb!X`GpIy`E`&9NAwrly zwLg?(tdp7dm=(;-mxFY?qPY9!ahYmvQ%3!){c{>YEe>S#;LTWaUZi`<&mZxwCVIRY zMt#^S{)^n4pG;6n)|}5rE|_)RCD;nmRv0zB@OjX7UutKR0fcKnS(o~B} z=-k7?N?7rhA2CswQz*leueq+UQ)Y^5C-&07X+m+8p>m_taVJnQrnK|Hm%7{h>g}SV zR0C*a#Lz-v(N~-^)2`(lg2dDWmZ!GW(OFK5!HTp2NZ4i;T(!dbIqhYgO6uzVr;qDT zSC&S>2XW2~=EQyhmh7-6K%x>tPu3Wrs2@|cXRA9qjh(~3I@vW3+o%TjfSqM0@3L+2DRmoFI#O z>{BTKis8Hkm1005BgT2ZG)^QJUu;mN=iz`hd=lyMzVmpMj>DqH0`O?GCGy!#j(4Y) zkiU;eP1lFzz>^8;3HwYZ+`3b+b>N}d@k3(1hLW_`vj>-j^@5a=7qI%)|w%W}XC-2gkamOvg0cP!UmBU%Ai z3HS?g60?D>|Nc#{fRbOF>G=R#(_9O)ZM!fK^kb{06znmLUZ?8Y@2(iRoP_`rJKYny)#GsrZR^nG3aq=5AATluK=Ag?cJBEd!54&ikVsw@rR z6VHJpC~~xt@;lXP+|0AFXf_Rao-a6nIH~@G)`P3K6<{8JKNhtqqB_dE=5o!<`jND? zhpc*1k#ziK4Rqs61m6C6>rCvT#qRX%SVM#qW5my9$AYI&J%r2?{_4xy1(exbLQ411 zX{Gnr6Z^~Z9whw$3p|0vZTZOtBs+%Ej>IqJr*|V>KJzmEpOxz)r9}!()Q3PDqd11f z#JOR)j>Ms$HV)0D*%(4(vE9V=?4sVz9dAfmZI{p|;HzfRvvdBt{+Ai{q$N`=x*N-b zK(#~D&D;i2nocNR?NDfx7uoio_-;B>KJY~W{qEYE$Ic-y&W6^jX$7W{=V9B9cV@or zWUgNW;uK+>Q!hnl@jxB1*Car=^Yp{m6+eU?GJ5s^G{1;&5m-yNfvXF-=DMMp@?7-~ zlkL9gl(Z#BZFIcofHTl}$K9}YBL$I5Hg~o^)=nj4Ci;icUwcmiKhDACrIKuLVqRh} z9+E-b5^z$q!t-^ku-F%UOQv_M*4C*uW+s{Kg33AU8L8wX&&pB0;SQ`_>DYjGN_nil zjU;QMN0Id}RYq~pE?s*(Vk}IJ?>bP{%N(bx&GbWu>9?lO0?@1~iTszYb$pmLF8j#Y zR0~Z7G#Ou2)ek7>i>n^NrM)Dr!jkDg@H&UWi}>i#qWN3u50EEYZW7OBQs4b@ncg4j z&rMykY(Amaz=HjRJ1|wJQu}okIDQAOw}i3B#$eQAd-c+gPaw1@$@lC?MS7?cTug!@ z(7%cGZw>=QOPvkQx&=hlXU4o*8bxq)=NM6NSaQN zCBlT^A zhA<1HumK&O`Q%aS@k9Q)Je&xIB6)&YQ9ybgpO_Q-btdso^9urB>s++A&ix z5}Q%;&ALOQQ7Grrh6H^;_K@96+gV;PcPC-SJ@~rU(=UHFUB4KGEmXx6p#ejH2o58O zbXQs!1q7EIT&>^GQP@VRPi;9?G(XxSR329>KQGIuUv)a2%)F4nLv7Jhq(95G{~)bs z+7jP{(>^&E1{{rf+Eb~v7YY%<7+SC%{6{X;0T1%3Ei>_reJdioIZEm@+j*8 ziMQO*!ri@%a|_HX?}A1GNYaP ziSKT6aCmRtZdpQH!NJk9Q_r3a*lN1@xOH8#9W0l-NLRx8~D!0KezRnPL|vtJz0NN^2ZKd!e&+X$;c&*oyGYLOz>@M z;rMV?U@d5DeTKazQ)WtVg({{@Xgri{=U=gz5wn}+*jsbmn4CUMxpuG3cv;kqAi8tC zHT;n7{>wP*;AFrR1^m-(s(6pHo_n!1-ZyC4p4}!$w*vl+PjWFUAG&gOWH>Cx z(H$B_y3O4<>o720DEW!O^DtdRd2RXXE2L`We1u{PDl#%^E-Cm4SKt^@en*ueH3**R zZ~+1sk>>t4{A2Sn?!wz-oQU_X7`9tm6%sm!G{XWoiY`;q?`L20*v4bduNxliN8I(pl7DyOq@PH=)qX=g67k$a-SwPX*J8a&?`)S{s&+ z{-smh$Pf|s|F^J+6i~ZNH<`ikF}JxvY9WLyxLZ5Uzgq8Ej1mGQ4^pSj>vi1-&XEst zMjVD~rrT^_F4$V>bpOO#K-y?X(gp@A>)c{xX>=F72fr_biYS{_MW;-TSAdLVBqxi_ zqsyzWw?nIJPDw%a8KY1-pR4j?9@3*cG}{G6J{$Aa`XNJu(5gVG^qv$ZCLKtrZi3E_ zpM-%{a$y@LuuuSmSy}Vkk`OWSNHpC@8dlfB zB-AX!S1;mYC%}l+BgBglSi=`b{go3qOaK}a+CZ;3O#}-F#hU!Z%{!FYL?}%|+a|1b zMmY(F0I@JFF>&nb^AnbohXSVrgGjqGsFKjJdg(89~0OI2#T9 zxD*CKt3^Mesx^tr!-+chO@EkeQrQxB0@*T0AjTqDkFJ8Su6izRkCGE;_Uafngpkcm zVOuKQ86wm~S;@;tLdSn6;^sIF~)b19& zSLML!7bqxhKZ{HXIrhz;xGX^PO>{*G6oX;$`_w7#U&9k6%|Ii z`;59dtdaAOvm4yxUeh&vbQ&^}vn(Dtf?*Rg6aL@Gki^W(QbLY~+@Cm)f8r8v6-6w6 zam1w!FBP-}LEBH}oPjyde^ZU0GhGBzU1xy!mq+nH#|;_)32F#e-;H4^Ml%|!8jn~+ zf-ft=nGEJY-ADdkC**c~C<0}@&&Fwou9f*%^=GpkO8FYW0ejVun-2&UUvX0>w9yd` zu^M#mc^KQa&X%TiyY^B8o#nxk0vj=7DbEcr7=Pl=RL59x?^M!?Tqns0@DSY1=;P!6E1O>^-Dpg~*2ec;^RdsJyfqa%MqgyOZOc7153q}^Tq|zmS>s3H z66~Gz zt6!eK>Kk20?V^Se$MGo_avVzK<%AmOI;=BXT?V?(zux0Y`c+MUCowJcxR1TOtH1WY zm-9E;u$lLu_OkLjYK)v-qUm4vQ_64*%zv{|{>FntVDn0ib3x28p_H!a>z!p=0gyNn1!$l zxj;ZUL)syQ*%!(xdAf@7u<%2#hwPzRfW*e)n1pNo=BBP#w%2%Cx~`b6Ds=WI3)orc z&tXlkauP#<(tn)it`bqL6%EA%2@OnclKIyN6$1`R;F{ogungQx<4$l>)7o|f){&8` zW~Sosfkokds0|Ony$IhK4MqF-{|VP*F+o5+^lt`(!m(j+$w$UIWKqpv&b1l-wEgqO zU5IYOWMYS60~wue+!bFCyfCYDoKq@fPdH;9O64NB$3e!#SQk)DHvMXOVyLh<)g*^L zc5f)BqGehTt_paEG`{KV#x(ir#I%6`;G3PIF_`4h$4q5+Fqd4KzgYOfCY<^#DkdRn ziu&#h%Fa0PTO;e)GZqho72+I%N_E0& z(S5kp!5eoo8c}Ha;P~98*pHA}3N)b3bDpdPLL947#lL=Iw=IwNC+8XyXtB{+Sj>za z?|usxJ!F09Za*VTTJn!zl98gbRm|DtndS-&{&u$GKGdBrksj#2oG_z=2W*$mlU7g4 zD?KVC<$ykGmqBJN6|~mf3KE`@Q*i2@tXXB4*NFW@)A;@#6lmwsyF)UBL2fT$BPrS_ z=Rtm$UHKT{{oMe}FT|-K!FrDLy7b!!1s5*uWtqsP)Vij4zn69^k>p+a*0F{1fco;w zuyU_K*d(HkXKnX^2A?g#){;~Kqz-4F^LHK6AYfsn+24L$Ok=SNT>Z(|h9z3qF$mhg z)&Hc~ZueEq=UiZ((UWJVkWy1n(@CO9^HP{>=mFbBqV|4LKHAKgBfW(4@6@k>tPSmX zdI)iszgS&9l1)3_29(+agN*6c-xI~Oc9>XI-t^FMgMJ2_9nL5I>WG3mk*Im6=N3JM z1i;^MH*?j|@kfob`+tFEbC;UPA*u%DHZ!09*jSsCQ+SrgQ<~>^!kdoteDF3&%&B}L zvhh>I{F50(uc@#}<=}=`HFRC+AjX2*L+_v{9yjj3=+QZ~<~bsY4I2%w<%lcZSsx9F z+MiL{8S}nOGU=*zHd2r+TjN>k?KC)p!T_CY57*vuzszF(c2w_iT+17(jZkhl)6m!- zsfjv%v!|emG0HfaSp}rG#1Ogka=@mKlvUh~gM zqJcLzN3+fI3CFQHXNzh2N*bSBJo8x@6VVq+xWQk<1{>oNLt@Bma; zepzfuyQ9izSNR3jo&SBN2j;DduvkM)HU+9~@AODj`K1)b0VJcaoo(>gu_U)7LwMWt zV7jt#4p`MGi7=7gZP8S-YelGgv-CR7GEX~37KBO@70MQC(sx&@vCex#iF}dWL3n&D zF|A*%^^+@VEdEGejbTB5o+wTD81O7(91N|T!nwpbd08>?RUG@+y1fdq+t-ZKa&*#4 z?|~L{tpb#ZlZkV{Z4_=y}bJnpEyezg+ZBrJLhTD$F&4Jv-NqxThBa#ED# zStf}?UFi%>Z`3B!W7ol&sD6?XyV3HI?}gB7XKzlrREk>-{%VWGFUjq5G6&e;d4 z`PI{f9FpZ?tEW^wMTkdW0kBNMY1fQSm&JWl4CHNU3@IK>-tvCQh&F-yl ztpWbCvq{zUz+r^>7|@J(Y^JN~S?i41oR;tk^JbwuxoXLLsI{hxtw^)HsOS~1#$iqX z9LZga^yeO}4DDX*#}nYeYo;S5omQ?ug+rb++-*4MJ)TQg(rl5;91tP**KHhq>AX>Q z-=M(QK<3+}i>osB5YqGw@{AnO3Vb*A-t(K0e&b??X@@`70;AA#Q#d}Cau)_Tl=%N7 zA->iZoSJdEqnY%A^M!~_qz@@+HJe)?aY z40(x{gzKwj9H4fn*2UqZ9`p)@QV&+4b-~AARh{GXZ*QKeULFzaGyuLk>2}RMLtjFylnq@d6nw02 zIRy*Fksl8Wo}HK8<@_%VB&!A;{_;V&qqxiFfs!H7Owzdc0}gS8-?EI z3mf8@;aj+6#epJ|>=vgj=S9zM`PjtM6 zP0oJL49GOPj~OK%F{oaKgz6F+r4`&gi%U@E4**vO6w>GzpRP@sF1}J9h9q6NKuCs5 z5`~^TzMb4`(m%J}9?oAw8^gYP<{RqEL+5R`KvT+NI}bL~uYu8EUZCp`MT@t- zJ#n^lK5kd56WfpEfEoL&ph52|DmM6C4?w~!%cfAbR5_|O?{T_C89_zm3-|fyAQBCB zcj{wL*YnkX!aRINNm*0O>GwPik!$2SyWXJ^T1vPMP2Fy1QK<*vk4ZdAHT!0=h?_oWSWD?XbRtMzoPSibyb5i#gE1^~KAAs5FJ^CLyH!|5{#<)ij0M_`; ztwPE=jbP`Pg4K%bqFEw`ufNk7VzW+ZUVHzn<6c@;v0yp34Nf{3^RWC6c>`8;!L-Svz+*)7ZGM4UrUN5_}z%YZ^~ za=^9WjpRJOvp>$=H{Umj4TMea&oOONUPO7UDC&ubE{wY?#)$meoD!4PtsxnV^}oaC zoQnNB_6O9q7Z*kw#idqxT?o&%{|rbjl@wi3-X^Hy=E&4!jG|F>vT~V;g(O5^ZG?c| z$LfC}k&zwSLguZa`+f3xF`;6g+Aq<}QfnrV5Ikff7ES+_ zlI1(dwe(nq?rXEGJ%3}~OZeIH@nubStwgQJ+NvgG@=G`9Q(HKKX1)0BBKaLWCjK@- z`AqtV5f9YcdyyJMOAm0^^LJctGvEbg3Xko29D*ieMvK4}ILW4VS?%5Flo4~eBYREV z3Sl62R876GpkWbYip^1GjjQ`Ak?iroJ&1IfavQe(e#hd-v!d)Wr@EdT={oqxzLh~h zZ#E}3{p~Bxjv}u~22)pzD)7AOg0~lJwMpAV^Vm=So$0Q{2)T{?C6q%v-8T;qNa9gq zCj_%hp(RirAAUi zfLu%u4~WTcrAdc`3NabG*5&{-r07jO0XrlGxJdfrsvOl5SNr~OTsgybc&cSnYhUKj!4?eW@b+@)-I zmX7>J4Ytc?3Bx~~c{a!zURUMch#-xy#EQ?3_a9Imj)$7AEofedbk}}P$7_X|Rpj#R zj>~;{9hN`GtP60v@@@q7^?7OtKHaIX6yNu}Ungb4R?eSmrP)Fp_owKGDI&Q1EQ%6f zzdY?f^85?Eys9ksqcH&~i*XgK#9`zhXl#BuOYI6mqZY;4T_r>9(rJCq1`PAt-X_v$b$76mc&x!y{8rF}PuMiVA_gzhzSfdTM+oNR@zQB}d~u0R@U zsU{Fz%-d%IhnT}^x|8C}fBvCS4QzSS~mf86)#*S#DRLhV$R zu4#3nLiOTUf(RUB*(crJ&4YD(r}qx}j|`(ZaXXS+SQJc6-Tw9bG1aGpbLzL*ao3uZ zU8TG1PyNfIqF{C;!Wsu;cR<`quJQ83;Ga)nlDR37J^lGeAJJ))1B`hCT^Q3n!Ui9? zA`POp3T)5BhC#;L#x$oIOh3Z{H;AxQmOFu;Jjyl+{|-HD67oEShBTw)rFYN{J{*R`&fKmZIV3XiP>TmHCn20T#1A zV5T5Q2yTFj^UZ~oh=-~U(6Ft>M%Hvl(GzHvIoF-=h>~?j9CHZhWqtIsv>MTgm<|up z$zXsS8Eo^awdg26j7(jYw)IdIR(`sQs)6y$sLsfWXoC)vS{=mHFj>zcU8-V^g$9GC z#={Llv15G6ZQHC(!3B#g6z(MB;u{Ue`ZOuo0Sw^a2mqj5s(JN1yB*`3^+F=N*rXW_ z)EyL!3z`))ZkOv#WKYT%sR9Z|lLp~2EM{viRLDqWiVf}O0!66J4>*}B>^3V!{5s!! zVr_}BZxE#25MRZ^U4NlRNjMnP$4=DsI-?Dq>4T+<)|4UY|DtrhUI9qO)9LZRjq4Fs z`2d7y>m*i63Wi>8{`na_Q-sG>b4jRyw6T66-;Scc+9EqaU)lS`#AxRy4CQEe8T4QO zq*ECSeeSK%#MrQ;W-|hD`)j>9`c4lG6)>7r7YZV5np4K(Tz;??VxBPH%PAcY(8cy0 z{z8%V(ffCh5;{v4V$;?aYf`*hfAQ_41_`K2Csn!DQouG>J*dDgrVR>u3h)Ft70--X zNRDAYnj{okt6F0?tmk2jSz=EW>(5@7ki)eWdrWNYMCCOY%1qNWu|(oY2WLf1L`lV4 zftCNvF&@%`wQLZ88$8UjvB^KTzWb{U*6Ej?>LcxQm&W(Uf=sg_da4igep2qo#0MbZ z)9z+~Qg+{zk;)i9AP|k_|FNktb|~S;5N`D75rHN(+Vuk?DaBe~vS8(5Tf#4`1E;b{ z>vsAAYo+vlX-pJTKI7d&|I^tHT5gEeS70@x?Xse(ffhDTLMhBGPuhM*7Al2t>Ryw6 zJkzSQBwnGIazgl&TEL{09v-KerUH;#N~R#MY?Lpc)whShpw+j^r$3-3GqIQtWlrK zD0_TTFqd#t9uDn0DvPgsTzTvoXD-MX-{xuUQ z;!47iyiNF^ybwPXpZOXeocNochOy}tpK~h)R=LfG?upY8)z;8fOd2bE#B0#C@)~JP zn_LE^^G@FEdv(kqT0gN=(boTkYEe|G0isH#^%kYVju}C8CE`d05f)KjybB^JbwL!XJ=uN1I^_`~tXXA^X=I1tGS`LvlQcB10;XskU*{7{LRP){zdjEmk2CxMG58RIRf8ut`%*_9t;vCYE zaoCW==>E{E<$|j!ZeW7)K20GLaFtn7+XrWuL$ircm!Va>zxXiUV}0ay`i&*=JDxzG z`^tw-ffeDOv}B?9WPG%0U^2pS&8+5u_^028NkjYEr*8;@#qP&}xoP(7!+#W~ z*S&}qLXXa!I0=nsF}s8|KGXMynA7!yds8vk$)R_XIm8LmMYo-Ms+}Q6lNzG>yN{~% zZUM%;y0%q~gJW|LF#xr~T+je567E%55;?%*3PmN7e2tWF?V{(_?^3o=rY8O%~8r>sII7{aHorK*2c5;vkw!wCPDuLE_c;K2u5 zr^z-1enqfJ#s_n2ghOhK0>2J%G^J&4S@aQ$wfbw#wWm6p5ZxJF`Q()8FtI;525^WJ1fo!4`!QdvTKa-34?{daC*EejJzul=;C>-BH5v}C_&$T zdR=m6pcJe>qUgh8farPlh0~))oDlp;$^9e$W?&SKw_n#FSvK7 zHLv*eS?LFy!)p`pELp@FOuz9W0`Gbv{1Lx#q<~fwIX)A{X(U#s0Fi)0!wqfx{$USTRTMiC~w1e9wg7g7TejIzwUDRQxWYS#ux4pvJG@ou|gnGQ1Eoz$o1NA;~X*F7Xx_sUwSB8O=V zU+>P<^!`0qA&e0}@M+$x_FK`bnJ%kmkZWBarIE4iQhPYSc`l>}U_ulCx&Zv4I5e9wxBZR;*K`XzW-w&`3)AzDF=CYJjkk=^D#1Qnt^ z;0T=ys)|vHxPuXto9^J~Lg0mH^Gwt?#7OLeDoqTzNU_bqBsDJkH&)D6s?>gO8Jq)G z5IU%x&bJwpF8IfZoLN)om_#GuAs@@vE0f6aDLFlb`TP9bTi9XZU~8}`0iYdn@M5i9 zRMnLt?>XhjAr@B19mne4^B?1gkBd=tJy#nhS~`tt1>m+0`Z0EvIe|N^H9r~xEz+?o zQ2WlcH;IB=@gWs+Cj4(aV5Kf%O4k8rzA^$@GXUmKg02D<`sdrcJGMnzMHOh692e+( zOx2XZ3$`#1$g1`g(dWR~zR56|M;hLKGfem9`d!Ot|I~8A=LYP#W$FMM~!0 z)h%do23UWp)JjUA_~^=T{R?ZczQBlAyZ#Sj_P$@}-wbW3{q93Y!N+Xp`)+{jvaVdA zF=&`Z%<%|HiRhZrtTxUpkoz!JW#yKT2gZKS6&F?8$S?)mEx;x9ajD&LC! zvR^;1(ArF6al{Ofa_OHaODW)v>?=XaTAXx*1P;Y~Z()vAYaBYEoWl@U|x5=SBgwa+_X_JBuk>ckfISKb%3 zOQqneUtn}cuLm&H{t_GJ98VOp;nf z1w-wiIs3L&zZ?YRRjt~zs)yt@o`Bbm61S=l0vaMg)oWQC(D9@8 z+k89wiS~Ba3queRjFq2!9!@cZ2;kZJ-|2_M=lHa@Nh_>W;9RVn|NFmGmBxhq1~W?M z2c0VhvdJ6D(`lXv*oerEB`tecJM?g|9U145top+7MMpCA4|hZ=L@-b?8kL5Ih5<}O z7=89!nLsZ^@L_62NJR6@xfxVN8QJ?@qpue)&1~HMRyen5uK*L&DL8)*!pHla6Hy>U^e%;Q z|D5!%EGJY7t595KTODQ$SkeBL%qv~HbTssx*}uKULC<5LpHk zbYmU6{5xhp5au6&mlUVnSFCVZhS@{D$&;!&=m+d6gZ~ z?af;dyGri29lF9>FsBEy3840&N&MHh#nBN0q70wf3b4kKEo+yZREiD+E=~lya6`Rv zOJ-7+NzU(^>+|9{Et(FE<#-MJUX-qqp^Ml@-e*ZU6SAC7V2S8{^lMcml=F>r6pj{X@)EFb3r zv$@?DqJlr0aY|&o^)nu9%+yC%y%%C2Wo1fxcjn72^RGzrtN8Un1iMPkA>XO5Y>TGm z`KD}yN0bgS2~PA#82e@UL;$Nce^#z-Cq8f>y{%kRR__Q%@2h7*-^_T|)W9l07D=>oa7El5xY89bEP*{)K3%Q=lnz$M1uyy2_AYnv*$r~$S&+m zkvBA?KzJOxhX4)dPSGojpG_M(d;`?tkfn{!^Z4-IHJ5!0$b`v7wmsmtRIVW3{e-`X z&q4mJfD!SiS~y?*XtQa*I}lnOpyDq`bD@^Z+F$*uBy{$6Wctkh2eu&i7XCkQUiKsr zJ9Kb%4(|Uw`b9}{4q40?AupeBOcq$J{zkU-a=b;>>*ZDxj7gA${A`+D^3f_wpYK0= z<)QE-{?Jk&JU@BN@Zdzk=wr-r5A)}RvqTo&gD5dZk!-Q`0{?2|M#w}}S>)AOn*pCmCB+T5Q3##73b#=j9luh=qH5PGXNwGPeVgZl zG~KF~n5zCMW_@+r2og5(-%1Np&T!+W%+P|wIoXQ)g@ch1+x=hQB9QdkqTBo`rz^_3 zdEw&P04?myk9Yrs5hERt=zVb*&IW=ZZBe`+vrr!M3uTo0_y5J)J9l~Zb;*P2%u3s~ zZQDkrZKKlqq-|E(wr$(0v~7Fp>3*hHubJ=kU%%=53eLK5_c`arj)x1L0Y3EfH47-)wu$CNk{fD&EL}X!>~m z0_skEH~J^A+5g`*HCA?J!vB1r8N^dN@PG*bRf)O^>x`%&*Y`A&y2NzD`mZ-jU;*%Q z!q~Qjy0yAN%czly^mQF_AD%Ie*yumu;N;@HaVLDIy<+rLM0X0pQpk=Hh=(bwp(9c< z4v6~D%EClNMoW5jaW9B9^4XyGOM>8Qy%i<^16k~2x3Y|);IxjzO21$<$%-5C8`x<8 z&RN-03TARoU9XvOf)H08Ecpm0o!HNp`|I4$0hoQJV-bV}$gM}<)D_t3vf^mG6EMQ_ z_XJpEmg|>VHC1CyKjRj+hFdkL7oPsK6F#L$fgk0Y_)8&XjwIaxhgyQsH>RB?SJ zFeUVFXeR1YZ=b)%Nu^00))~+0f~W-nLY5R|z^Ny~K8H1!xcsVf8oZ~h6fg7TFTFD> zwVoZ@GlK99fronhQT&vq#bX+DkJU1-qi}XbxcAj+G8Y)rzY}WIJv}%U9W0|Cmn|Oo z@5HX%UU5XmM+&7@UVgfojxv|){g4pUDsTYHM8OuTT@?$3f@7H!LYW`2 zT{^D7*1jLpC%V;+~z+bUNdXkL!7YZQj2sYnU!iQfZvuXF!;>+rZYckIaBUQxl zT`_h5gazhaJ*wUbdRE50tMe&>wWJtRNE)h(0q^5IGeb;LZANt`6lH|y2ms{jJ#VkE znG7fW<8d{-l1QT*0**r}izh7vjwU*PCX2RmlgT646n?I!>>uX497$J#%;Ce>JzM<` zSMr-3O>qIN)D-DLQu12C5gn$ITvPqS4$Js}Cw^D3!1+YphUz|rYp4L12!D~1w(89N z5Jef#0ICDwmFZ~q^9d#*9E@lW$i5JEdB97 z%P-4>rc$sPqHq`e83I?3%&32=xBqSnRZU!Iu?A-$WM*S+u(u}{2l*Rw@i)vRvAoF^ zgZZCqtStZGZ>I)CE05U)3c_~Xqw)6xudoc*bQMXLrE9C$DZ#6;i$N1r{F$l2f+C{~ zh5ixC_jG@M4@LL|24$@10jvz&sMVVv6@#Qze~`y^+NHhXh@KY;xA@&6*=TSIM|auR zg*vB_Ero~`nxv{&*;XMzq_fhb@fSG-36J>6NGVY^=6ygnI^F|lHi7Qe_Zy4)9*-SE zmIO&3cld$#f^MF)vK*>{`tkXdle}^nRrPYT+Wzp-%I98v)l)PFH?I8BO!EhHUOE>G zzpJxNh`eR(a(-g_5pxC#?W!W39N{4}IIC**DKgMduP$nhpKWS$K6y_uvEEnhmZ+Y4$K-*zFmHdFQP8e?pDr zzwMH$9*K)BHlWPxj13~KAJU10!f2_gpuiTu%!zS7Q2(dM6u|%S$drFrEBilDR?KYw z+R#&*@PNqx!Ep*QU`((>*Pp0d)40fq58sZWD?=H7GTdj;+z@Dp1Gl$Ru3+hDCG%oK zQuXzydmo`Bp-dY5$`v0#Iu!10DV+{rDf;fs&nxJQVZAJ#v*J-;F|fb-bTNK4IYRGQ zjg<%ADV3NZOPw#?!Osj#?Ke{G%d~N9j3#?&|9l7rWFl19&wc-LhcJZ}@`*&kBReM= z6jl1Auq*yBIk0f$@R4?mUQ$w%;Y7Af58)hRbk}9bV_Sl>bT7!7kA|-o`-{Q5%SEie zp$i>6gRbZ|P?xCkioX#<`nmZBh+d86KjFvm-(;!(<)!%_JmIGQ8$fX+B3YxPRzd*N z19)ISm=J^BKO*RwT3y^2Vr4w`KrfPs?V_F+pu+2 zKu6Zj6z%6fl3YWWHQUZv^C_IJM%skF6^-H63F zW!J2Mucu20%5GS$1|BtS$8bU@XO8qwpUtToq(Ff8V4&Z4SZvVFq6L3?O{}j#eh3zN z^w~rqAoAS+tzhoNBd8};q7$8cO(w&6Fl#!d7(+U$HQ=up`oN+YtP1In*QRkAy@281 zV)wv^{ma(%*PtTvC|?d+KA-E?M&-Ibz$Vm;q|X8oD%uQFOr%W0|3?{8e8V2A&-naa zTNFnH)5<}Sc^nTEZo0n%Vy`$#5hcsx7Q;u&*4ZaFk0hF*W@ct)jsn<2|6t}&13N)AIYVgu#`CMH0NV`qB_q+O zYmLj=#|{H_r1;!zpt9LbzSO{=3&$6Y7*mh~w!J?pSD6(^$F?P7|4mm&Hl()sIQ(>x zS(v-#gkFJSC(@6%NGgRk(MAYk%((&d&u<Nv`F;srQ;Seh7A*+ zb;bT^BRgg(&`YH`!|!`zkrHAfL19CMTOw-;-og#aTvag=-OwA1U9wIZf!$!bT|TW` zpQkR<>8g)undO8J?w?VGnkmE99FCFKSaBgh9P#P}LUxuL?`!?9cW6s|p1{*(W}XHE z0J*yH%@ZSB=6Q~tz*s{?2Wsw6ceum(F7sZI zn}yCs^fF0ji2FR+UbuO^rb3P zyV#WScGdhH6wh(86>ctqVu(@(P7L{kpJ87#Pmlq35d8%Vh^(gVd466vAk{xJ*~Aiz zk)^tY@k=X;*!6HnJYXd8l!iL^0ml*EqkFn8QF|b>AyD)!mYIDb!($-OaZH$RaDd(l zJJ`qznE>!nPItafYPR=mVhl-g$tD_IId+9OkeV0YYGq$G|=~;0Pek6yHfUq zXAe)M!bZxRlG+53aAwmemJ#OO8f>|+o74^!M>0!N({I%%rlJk}PYO=SZ-TofWkpncrqz>iE1Ec=1%STkSNBd6Q<>&nHQj03jYAU=!%5p1D7E7p)3hGN&3dJ?O zINaUE@QNGa^6QFs-+3j8vd>=JezYcxKRUgSD_Z^LNEXP8n^!x|0jhfTarr@|v5UPx zCl_CJ6`tchCRJ?i6K)p`!|;ZeI|qCH+BZ_;0~Wa-tW>{7gJ4Wdi~pn}*kCPsGpf*9 z8wIHw2&(qXg6{M(XUJtFAlzxy*bk0a`uHpn|5lJ)FJoj>L7SAxOhT-q2 zmg7XZMHFtTFiJ?|;VK;aTsC=mm38B&5q2PiDt<%jk$$OT`+EbN2eV2D$qH6TK%pzE4 z#x3um-2dPK0%-r@RJRR>@gOjB-~$>4`{#*=}((dtJ|wuNqbXt&_4 zuSf~)aMnX>k+2N))<$zp3f5F{i9Kjs1rh$H_)bB}MyHO@8wL_;Fv#_832kw~hIwm= z5XCv?hh&e<*eNL?oX_JZ z1Uv>iiw+TT=&fuM=>U24cqxswUn-G;Fl(b(e^^)$$IMM=hULuiW@(6;uH);vux`0@ zH|yb#4r`VBZ-u^?>K;UP8xgpRoap|EEu_f09#4gYr%J-2eD`BY!zJ+&?@x@K4e6Nb z#!&=bvYpHAwiYlj`Ybc}^l5iF6ixAe7nVF?!lwvgj zWz3jMd;`ypP@(_LMM4GUOr2W*#Z9#%0)~ZW{I6RuGt+-|vr}t{fMEb5PkB1iakvSP z1%lWsa()nSd$Uu4wpO4Q|R>AIcHA!0aiGhH)MfkDZ$&p%N^CbFIv*)NSg2DiG5#xEFXf^jc`g8EyHsP2N^I;K~#ZZ^h%oo~*rC1szMgvNW zzY$7vX?W~4FazK>#c-)l=()YA+BxxH0c6KWi5%Irw8b{O5+}%tX0&Lwu>e`{WXTXL z(~zJ1*aVbi;-#VwLt%QD#DBO<1&myWF_wUHARx7w+e2NoLJR?2T4{z0qks4^2tgis zE9o>UxQR)1@g!6Yq=wIge=r-(IQYAUI@nzLBeOHTL`NwRVqv9_NS%^$iM(n}8$+ zYGR0p1ulfeNbU#d!vX~Z0(0HZP4+WANd&qnyCef)#04f-YRM;QbkKfC+ zA1nYV;xalSKGSCpSEcHus|%&qaGXbHG)RDC#WItrrAaYVwwXgxx{Yu*PZ(rXJ}E(U z`5gdVI|gJl{u>v?1oDKbGc9X6t9}esjWlgi1KV7+lb9Z03@Z8w#t50Td2(W*+Vy!} z&c4*}>OB`#zL3#SZ2Qff^=+>D*{G4dGT{cVJ=ayEr^--qd|hfARnGBP$aGzcn!#j} zYk-#$&1GXDhiB^w(q?{iGOAiq{APOVYFKW3zscq)kMV0FrJF1ea1G(Wff`^@A|Cu5nYcF-0A%%Dl)Ix!*GB_%8jSZP)PEX)gHWvrzJP;G5r4kY{Dp`1!p)uMW+=(_kxRMxXDEIc0;(O^Ft#i zt$|0ykC#DJ`*Ve8k8O#C^V?9*pycTc&n=zv+q_LQmX*ki!@_Pm1plW3^~YD|kA=NN zOC@x`u2V=eSKJi%i3gva5fmlj&pkT%8m6{vtMUYVD_cz+b!BxY^|xwRU91k}c4n7D ztJ`aY1_ltG3ScaWvZZ_K+SMRq$-h>mwW{|$KOEHRKr+WDcYBsor7XHruD}BEHZ4@@SxR9Zy*BOuJ0L476xaCzv>psDF~;@otU5pysC zeT_YkGWWN;qoXgU?QcYfzw}yGJ_YYI92vcSFjR-TP!S@PvN9TNR2ONB>;>^?&)mn+Eiy~r@!gX%xi>$P`4KM<5T7#&e%WR3Et=`i8_c9B> z!Hz4F9=}*}JcUHtv=84aEpVRJAZ>3y;|N{@EK>vp#$eStC1IjGdKI0Q&zE*?HTm8g ze34$hA%PCsrvFg`(rMj8T%V9Q2q;TDZkfB*^Fzm(= zY|HdF&t&chmZvkRk<;(+^N7ge39O{*^awc@>;t2K?9DvI)aasau zb&&Nq`ooBt^IPs_$9CtQiDaApa11Vpb@&X=0JT}kUMtf&w*R*S*f=`qr=~)UHJc)w zkKF^bLFdQ0pYxcduWZiad}j}U4Tq`%XSt$Hhn8W4;}N+%c+H48TP_3i?6B@WLhlaz zz_8ySap=qkA3FS@7jd#fnDH9Aj}KT>eU;vK=!Mf=!66ckmsR7f6^XWMn?=Ku-z4Tr zh{8qk$B#b7oz`W#n&)i%-?#ex=1V2~7lLB?JNT*(U_tq0SibmU+Q;*NTA)2n;h_{H zkc94BuV0eAkqwJIi)S#kD>5~mV!fwLp}h2s1QC-v?D1*OVrJZw%mpn}sEN!(eRJyp ztyUPEZxl4r1>p_CV}qt_LC^Y7*8awi6XGn^K@=l!^V zrfj#viLBxcSyrQsm86bQ8HF91H05oMx4?Aej}WThC)T2yS}FvyvQRsbwZWK+NW8UR zyftC(o+`>@_JX7foT7yHklQ$R5BE21-b{5(A^X1F@8M0;UyrAN-HPwCtw|4KK27}k zZ0(Jvj+w)&DXQb@i>+KIx7Ufy4Ap7fwJxQ@jpWUYrFX6y#c}x@d!0D=W93|~d6ds# zdDowmBt#&#^VWlGv38cuj~6GUS$Uqzz8(48RbQ`1MPEK{Ypm+urR4|{w@Zi4PPX<( z3k1`}kCok}=EqMmoz>NL(`E}&?>=GYR>}&39o5qe-2|;(t5qJrGz)I!2Ij2Y z?yB;anJzZoo&itN={z7*-P>uf_W`G4)iQtW3hB@nNAOUJu!OISnR6<8CbmT!9)3aS zhoX|alOGYXh<>bL2gYzH#lby9E277*0|W~(Zzex3nyyz+b;&!n+3g^*tJu0A7YPzYUaEXUAbr|?)m8e)FeVkll|cqpYV z37@kvxgI&<4ETFjTS6QzWJI@`Ed#Oqi0%0v;D9~Lbo+lGlG+On3vAVQ-juzn}%%-~&r4 zrepyjf{G^Buq(KRg5%%~R9t;LuAOmloZLYPd6p3c9u~*$=#`r|DN_WIY$Ky0O|ni+ zCyM7QNuhC%y?-sFOpLu_+XGz#IOa^SyoDUEx7k<5^07kpG06qvvqlNiuoVvHBc-+c zrbXVn&6gP+b`j?0XJ6`GYx+!1^g6z6-ZXu*knb2V#!l-L>lHWjx|aa%DcqO;Lz>bpn&h+*IZ)P4~>rH<*)kC|C?*A z+Pd)C*eU=OxEwZTp;wh|wSQltw*4Sia&q&mQu)Zt7PErDmx-a&8%**Z~4 zpIQeFjDpVi4+P`?Kq>#9k4yiLWu$h20;7U5Gyc2Gg5%_@2N+>PuD{T@n<1?eaMy3^ ziY5#$>UY;yEy*+uh#mqzzs3#%(Vz!*FtAQN^wazw7#*NakOQHNA7FC=xv-*8srqQ2 znrVOi5&NAR=p=xZZRnb}CeZ4`jvzy)p{R(xRF|b}ewjTRoQyQ22 z{#*S)AuF@SdOQF7_y$ZEGvEc8xBtB3URhu?7KH87A6=!uEF7G8zE5VnjLpKi~8}8La---!$sK^6){KIsP4> ze3>XGGsyUNKl?=cWrKia&iu+tZ4G|AH^06&_L-X-=8Ez0O5Ti9iTVUd=?^PqmhEvL z!l;N1dx0x$GMhf99r8Cis7qKOn^;z8Dz%N?6iJ*@F#DQ1+u%%AMZkeW*JTMC&SpNv z!rv~ZUEBn|$hsw1u1ib5MfZMjQ$1-65bm{(_7E^VlHeAT>Y@Q6caqtx8Nz`%7;q2V z6;luq>dVP4tzEwTWNh<3a9XgdcpZ|~e*1F_SURhlA$SigiRmN|&oW?xvRG8}I%HwO z5i`CsJ>HCsOS+)fad!ex>nWSfQqtLIVF!)c^laRe-_r-`lGHo*KZ+_;2x6aGZcO=--By z8vr`mEl^F0fBl##uTA)Ley_^eBB2-zS-KVW^(DDYfYm_})^}90=h*~eexR2qR|b|i zYL4Y%`pAe;xe%;i^}T-562maSp7J?y7s-qw{WDP8{C<`VWaA_e1@bkw`bXOO8r$`5 zm#4S3OWW7zObE1QTL!OO0ftlev`^w!&HxIOA=I8s)T+TbZ_uhy5^JG5*VD?Mh?28o zMvLl1)tvPObpVFlydl>ol(I;0d*POW4`QK_N^Z;kUg^~{jM|6d$bXgu%Re;v{?|(a z1(@|eih_;#-@DJ$&xx1?!GGxq-hSh5Oujn`6KWLl5o&nDaG7u<8c-oD{|J~V89~Wd z#iZ!qs*N}}wQR9&w`wnRFnHMSjTSoPg6f;If=9@h+lQiSm>h5%`?LOnr^fV98}RbM zxF=CtDLx^;vvpLU&LIt?o|GUg++C=`=X8~>at|&$at*lJ+Bitm^yM)^N^{sghI3ZP z$;oK<(&BB)D@Vcb_mg$E527+wF@(6YdKh0 z&dNLvFGPBn`3cjHzSWJn!e)zD! zJ^74!DdO=r$!PPLd6MJ#oKZXY@_f0dk9A==+7XaoIsElLe;S2jHe8-;`*TrAyi)vf zhFqSr-Sa|O1I^ha&8-D4C$?YQjbx!k%>-5W^V@!Gt8ZpvWotW0eGsV`enk^8GJL+rYz@n%(akwCL+q7? zE95fkVflHNpiUaR#|-Dw9nlbRA?XenCyYm<(Y}qiYM-vYN+Qhtpr9fxt+co>NDg2=DW7_DgKI_u|IBS>z)YRnZ(S~xA8L*r!f*_{4q9M#RL1S zOy!2{)+fh$4SAS7%i*X@IW!&}c9?T7j49^j-0Bn4I%HN0Z(RT2syXMYhcrzSqqJab zmF<*wx`3Hjg3Fn;L1gA?L()r+>XN9fp(jaqG6NvYdE;w~bjX&k?ki+*Q8E{J>n@<{ zw=hI!l$F9W*L+ezT+V!A$H?SA%B31+&>nPlO|Sbz%v*sboB6h@pE8UpfLpz)g&Y2~ zS?_x)W6j;6s(zbaeZ+^naL{mBPkyp)kX=vp@Bukhb)dWlaW5l%ChgTWH)P1) zU?gmaPmO%7dja%a&lUS@aAun0dU~ZZ*v(hqJVJKeo!I{egcSdvDqtdHVrBm?B9WPp zorQ%t)$tA(4U~oXKMgX`&fu!5w(IosgoJp~u!LD6ZlRKHFawOeh%Ah-TtUvEjn2^X zRgH~)goI^@(XvK(36CK$P_Kd&(9T>*NI(2RynvgaRS@4M*jbP^!LP>Q$Qcku2fy}j@RNbd zI6XozFb8XgkN_gaXKf6G-*jNWtyA!`>I*;?9l{2Hc(yNM2hcAYc%V_34~15NtsW2| z!=5Z51ICRZG_ZUB{tIANMRO=YZLvU%)93>TKZE9;FhYR2+e?+eC<>Sh#M%b3Zz?=U z>F7C#U<=;Y=?q?!Upw)p$7bGikLSTV+L3EUvSD+C0|o{Z>}kw*1wR=j2uSy)8$q`~ z=s8%RSDzxF<|3C-yF=f0)wA^ut3THcACav{AX6LVOMu-A3Yl<{fu4|>7{sp?m~hJg zvRnTLtT#Z1s7Gjr;ocVEi&DLnruV8DE=*t%-s!zhqAie@2#B;FbT9U8ySGREMUb!; z9aVJb8_vN;O&~^XhD5N znPp-BZQ%|e2oB!L0W?HH2)2WSh_MR^6dV)`ln=-U0s00&&I1d5qu%voE*ZEw_`T>q zZrLqvvw3|X0l(+`*aiCFNkRYk*^UVGE+E~qgK-48-R<|i?fHFq2S|Laq5M`T`gRke z#-E<9j_E+-Od*(XG3 za07hJhzoD3%eBgorJ_-nErmx<0zTe53>kw-6b>K45WavCcFI{(Keu{PM?` z8UFnMnF6;D3y;6Zn?JBmfh12YA?JF-yeG@=QX1-RD3|uBdPOpTX4O)JM3K*?*#fxi zzn(u!+Zq(d`P$$-?0w(UeGT#D=GDRnZIkPv;SeYwq=-u4(T&x-+vFV#bA}%Cb$=}L zCc##jB6EIG>%R|C>l~-<}I9I2>brrZE zEheY!f~ytf@DoM_6t%&eEN=oa7f)MLqfw2`pv}*ZMq{?Khm=-@^=GX>s4^g6Nu;7z z*%0rVDd@oNcD3nP41wqLSkifJ#KKCH`j5AUycur92}5Q;f)7phuZWc2?(UwZPe{Wl z)1lwB=2_uotew1s$I9i*DGaCjn%P#l+a=lrnag9hDYQm)q6cxKXf+#sZQ(N{REk4V zReB!nJxB)6eG4@6l?i0-!;jVE#Wtra!-bNogKR||A~W_xTlJccvOKCH%ym` zVK*Wx_~ZWzcvOWYI9m3JKznuxxx*&=DVO{g9`BM-%vFg%Ayd^&&v4btnVhp-Jsb!$q1VlAKcd9cM{AV1pa5CHOw`T%%)xUN z4p>PaeL8q`ztC*#ceFH6EF6?tDK6g4S-B9`es8--jDD`1d}iTBApVXSv|6?euhX?O zpRj!EI!18_SFgb)ag9h$G%nB0k$#>+ImjvO>ft7d!ev!B?q~tzRdP_jK1tg1$TJ6r zSqcVqeVYcpfoh5kD`81_LB>p5f~YA@sPj7hji?V9;!y5$Qq2h6<+?C|RVKI=9X92= z*@r&9$yvt23@5}e@X<7v$vHX#>DDpRQz3CGwck41ROAXQ)x8lt<1m;%oJI*^?p^Nb zycbFK!y>-)=G_Mby;LxGy3+AAk(k7y8&67ZOTbw(Rp6;MY}O&_-(a_&z%7&wJIKAb zMlV@)EdW>j88Feuz?|#PZ`-$4S9aGyq1opDnACaF+a5|G$QjtHJ8{G}s7kvnzKej*99!8^VdFg_4nOCX zbelPx;#qrvBh>oHQRniC-;DNDDjHxaUisB#^Mz7*L#DEJPn3Kcn86o49f9*MC&eL~ zd-od}&s@@A{7SbVH%gfvrRP@FCZpDZL^r~@%IyH4Mq@2a+FoipN5bLI+njS2Djg1+ zK_H}J_c%#F{g{Ts^(SxJ>l)_ZDih=>F_UcUPct;r@Hw@4Mhq^TQCn;fsFV)oz^_xZ zr?B*U#c1H8L<#dw1fr=10@k88pB8uWC8rpz$x;D#8NLv|;9BYyy&H&?3308_OpjY} ze31Z0a(VQ3yod8uCF;*-ag!cO0p-}&Lvc;(Ur96S7F!%Ne--SqbGCOg>1R>8{Y@8F zJd3W%1LGg9wy~Wlldh&0I5O|z1cs@KXCPROMuS)!q(fKZK03biw+}vK=kN+39m-Gw z-xUM(B0Lmg+_+Bnxt(W?;P&aOV(gaJH+F#iUWpNgYhlov&2Z@gDXMDfF5>C^y$I~a zNS}So4Gtxh9g4Y zLABN$rR_~Ip1Db2eC1Eeh);xHD^82F$w$l()Z=T=D8f0>K71<5(X%603qG8$i;sZm zz`N5~dR(Nk3>59*yuvMT|$qOR^XI-e>*<76Ajs9Dz>ILnCQ3 zLBq>tj7G^7&8b3jhVPhPU0gpycZqXrNx8HImWoK=;L!t)j}85zs~1IFY`7cXGa4jL z{%YX0{4ifnyv3b^1kEd~yS$PXyxf2F>LXGC%Qk=fREeZ{@;%7|<>YbFGAzu`z{2$E zkuyN3Sa&Y-CkaJmjztLKj?KLbwteCVVl z(uyhXYCPcxS3H0Gj~n1oc?Kqr+H3Pqi4Tj5fDL*_pf6pske3xYiZDm>{mqi3%c|iI zRt@z81#1Q;920^eOQkM=a24#8y%8txD2}3xzJY59yYJ?mrDSpXh>v?9p>~Ru=)8%T zh}@N*=l%0`qA|>YlrCE#nGl44DTDxCw6vl&LI$CC8?y`&PKRN*+;e<;a|Vvc;ksM+ z9|`bZQY_QOLDZJ951IJo5m@!F zt%q3*sY!mYy>QCTJ*f0IpS$3Z6pFEMxV!e4wGOL*F6>;vV9zho!~7kl70$}zg*zb!8|m2~ zOPVX+k-Ax$*D<{wAfF1L%g$cR$*75=Dw=jT+*m8l%H@n*l#dmsHP?t5ru>=GFSsB) zKU?l4Lc&-3cY0<4nK%Drc6BX+zt4?tLc{8{gn9>wUa=3fP@D;VQsm}{UGPP3pX`rl zpvzhIQnIS#?>I|9Lv(KeQO-P|Tq?jvFG>Ie?b0 z8Nht#r%LA66y&PUG<%k(pfQCluji9=<5azY#Za>_pn~Iw4~nTT4OekSXdUTX0+Y;c zwQcA*N(r2x7DFk7!4!V3x0b{YbAIt*cc4IXZSc!>Uc6IvKy?GiY30&wysz=Od0Aia z<|j8ed^wqVjbHFZky-P4>9PRTMPv3~Z>e)0jpD3&&<`H4W5V=->p4n{!%*c_exmbd z>g#ZEKu#!omlH6m^j;=3q9V)K)Af$FmiCfTH!G;(e%R^kcHJsI&+Yi=5mY`Lk~z{0 zMc!MADNZ>9GN+g^GQ~Lo{zOws1(S)^)5|9c0oUI<2s#p|LFy*3sRrQN30GNRU%76k zs^7dLTL^v?n>lRv$|zY8WT z!L3$DlVPop86=JIt)R31)+!C8(9~0{O_LP)6c#e{ zinZiU$8@jgK1%+YG|M!Wm{B!oQYii-(aSE4eeW`gDVMR^wMa4vGWvD3ap(w>uF;BH zf?8s;@J7CGDNKBwt&m+5Bf^`!Jn23J7I%@gzOYr30j0wH9{8p;^&;NYH{;C&5G~}{ ze4+SBF7nIx+%~HN3W5FAR2=~dYh~2OS_K!Y#li2kF5Idk>~dxFI?HTODo9r%2~8BS z{{pT)3}<5}X`vuz4T4SpI`pYWODyP-lRtcSEz^J{6m7tpvT-Vcv~i`T!~||%WgJun zg$LY+Obs!2$;oI^`CF8qrk^$&knC8*%kIucQuWkMuRZCIHN2Xp1JO6Zr6(?OeY@}H zg~%siDRNqeOx7~R{fIFkRoRBWw~q0auF zJ6yIf;*5GmV&*;*YU7pIG0EMa6FIuITn`wb_nE@k?@sTb4Ca z$xBN})WHxuuR}udPbB0!JGbrC@Zm<-tuF?m<=|(8jb}H-oBl&8A4zah;SCm&HG+Ec z8u{xv;P@`DA`mfwz(!*-tcYt_;dUdf%gQ3o8n?L*_km;2J=kKHK!S8bD> z5UbLHMtonhLnq_hfbhuB$S)ltsOd}U{iNQFN|wqJnWYeR-8J--antN8PT#J2Z26nF zJ@?DAy)x^QTxlKEMz=G{4vi!RhsVr*_QL0q-x%=t_S2st86~o7O|)mN3c3A;U3;4m zzT0%C_yA3b5@c!zG43acXMPpgF?XDJWK@=jZS}v|49URt0JNsQ5wP45SR;P&5$zOX zFeMA-pmkiDm0JQe7xO%YJ98QDt;I)Dk;8_6)v-th; zJz2^P@z2sD0BV+BPkT5xSV+zX6;&rE5tqsWe3~8oacNpVf{8W1@9n2)bE7@<+_~-N)DKk|#a0~FWiX$_HLqzN%h^p~#Ex@Tj* zJ(POQZT4jUPQevawOxy*{v|sIP%%%<#dcbMT2Q22y2 zo08r53E+@w%f&K=&6pHpSapTpshJQBGurX)9T5H2A7!2Rp<7b9@QouXTmThG)*?!m-{$fEU8G%30-qUH| zeEIVxOef26b$HekhuielJ=yc43Dm4mmAhYrM8u|77xg$(cHoz>9B6K@c^zbpXh@Xg z2*7pvhOz})>@zwZ4QHjuF`u5o{N6W2dQN60P)`;@5Ojk^9zMN3e^4;RdKtKeG!q~H zNVM^lwD}hi32gwCkQU)8DonOXb$-sv!x0G#oY)M5mG-UtE+kRsR+iVCgUnf|s8%iS z5Eh02J6tmZHm)6$jRg)So_>maFKHXhGa%Sy{itrXv@`=(>5zZiyJOM`1vt`!)M5Sx z#zopW>;rU1`itW%VhheT^Hxs{h&D)IvrS=fC58lbuEP~ujjM329U2-YQY=`YXTMWKD#Mb#ScHh5>%DgLUhiL!WdB=;4)-y2$=o-&V`m5=C2XMaE0(4jw~-!Bg$ zkahOl0{$MDjT@>2JCsF^{;(~xk4Z$YJh5lD(tH&>Hg-ahnd%2AN+?_{~PpDy( z|FMq|XZeU`l+iAdn$6@j9R?ViP=`<%3eP7^`kKP410Tzj36FTL{+wq^#JRpXiM%Ga zhDpSiSacs>)Df21A!b=87beYMFhRgbvUGvS;-=w7Iqj@d0c9)`+4Q~OM6+lM&n~x3 ziZ-K2rl&}xi>pTE1Cxn5FR%IY>t}VYGjH~zig|*o(^d@>DKxtwNGu@ebxE^*l;#JM z?Qz@hPFHVwmp=_m&8!`q9F@Apqwjp|Ay!FPEX*zXt3DQLut;~nwB9Q(oE}Qo$>>C0 zQ>AeF=>9X@FGXlm$A?Z%ow54acrmupDJ`@{tCD;J;+xitO#vZASe^MQ_@tpH_JgCY( zqfqcpB#TBQV>@L#%C2?2hUJ@3%Z6*Y`F)Ei5I>S=ZRlGi-v+96wC{Ekq+?3StiDOt z)Mnh?SXw|CMpU(!5pb_}0>+DHztVRyMy2o{c|6ahnlxeA(=P!sKs&3zB=Sn~6SYcD zI6iyiTg{Zj+vl$-DZ(N3%Zux#$c_QMU_7Wzgu7vezlvwV^20UCn-CE!l(Tt{mBmH%G?9~HR`e{l0u1h^N1=D=I9Dpc&ynVig-vc-^otPxR6}Ze#LPL7lw1 zxQusU`-21Atxk}*eyo-3YzB;lxpLx;)_L?Nq-`x!+*LNP%-^&io49h3wtsnXcB0F{ zXK;74{6m0kfV|*8I-!X~k|=0@Tb~@9T>rO+f|-zsiHVctU%gLMa3*FJW{yOrW=cQ{ zxN62JI(-z67|f6e3@QSA@ZQxGHld({qyyd6&}J9iP?2I~tG44au~-C8>hxq<+OID_ zm6!Umbhr7t?{mZUV{nR=SeDr0MjtBep#g%ip}FZkWEc(gczpx#>MEz^+A1fbg(Vvy zqxKEp0JBlcz?^chFZ){`eQ(+T@d6-44jjOTMa{hmdZ1$ie31#{itp>H=gZCx1c|er z@r}vNc@Ih|SdIA0kC;Yqx(^?AC>PDm;lUw9L#r?Q?&BCq(0&-m0B|3Y`ikJ@SBkfa zWduGg zD+I48Wa$JoP!e9>69Aj$!}9+ENRK4gyGtsscby9sboH z)XW*;2!pahA-2DJ1pW^5bj*_W=Hd=^c3^uL6ytY&5)fyw+0(gu0RI}UjlF}Lz1M$` z1;pOm;&&V7E{;G=dx(<@SXSaMn@z) ze<<01i=TS%@p5!<1Xw(^0rr7dfS-Oayr3XgFaYN40`~Fxx8lDM20J^z9AX9on1U@K z_89*}e-eW&{=`r7cZRqF^x2;1#|~io{rUUJ@QGpO4)(Sl|Cs+VVxX#)in62{(_bzB ztrQb;a0hs?aB=`xIJnsW>}*_oe*oU62cQ3rqXL5bRmZ=4W$i5-0KbF%uJ`Gn{!_E- zUnHRaYeN_S{~b)p;fcCn0R2BqH(=vtGkf}C|9|HDA1?oYH2)pt|H}0Ltw_qn*7grQ z{htQ^A3ewpV(amj#S?X1U{7nH=Z}~)N z7IrRHHm*PA5U3Qy9c-=wftgwTNt-|An!gv$7Ge)paezX8UolT!Y;6Cdd)hKHo2P38 z`ozsYRUqio%EA5^;tfHe{jb5J!oEb08sk3=ugB404n{B_}BnIm46Ti0I2p4;sF4) z{zlwy0Klhn|3f02(qpYYQCxzC39oh8hML+lzOGZ!7@^4ga+%DoG@OC zSI^3vm;Wd=*TpVne`MXJB<6ILy*zX3wOK<|>%n!wLM63hNo5*4{dfUCnc#Iv{&E`U z3tXOdvKS?QiE}rc3PmJtJG!vBWw$ylj`!>8&e;SvI>J&ZUb*0ArPlV!(o6*+@;6#P z*VSN+rhOV)+-EOd=d9bk58Q|{2v1Q;e<}aA^%^7Itpazoe|Mm75wDBlTjV=A*MO~K znh+SCq(C3J1Q%+B)?)s%yPOi&{d9aUQ)vQ`ee>>5D-6k3)k-H;neTX%Lx?<2o*2B32O4!!Q#tYd!+w2#J* z@?5Q1^iD6#yE$S9_Sc%FRYi$=y4kH=cvrZu87lPJe>oKSeD-X%<33oO!HbD<;0I7; zf7ok_2#S8e+7$ls^TI|~*g0hxLaaGlsZ#Ezo3nRB!#xhoaGV&frSGC{_C4?S5z+xl z7>>1`$RAan3usNWS@QJecVi+5%`rdz5^73O_Lt+b6J;B^SL3XoZe%3v^J-L)9)hxPt)|eB?@V$y`@&K#3RPY@d z>zfZhGWX9oEy+kvGX9-nFJ(@l`7(YK2BiAZix#;Z zI@xv5lY%P8F$5(R(jJ*}oHV*cDSiF?T}J3!f5PYd7;Padu3Ir2hZ*IDQM`rqTY}Sd#)jDvz9#@ta1gTae>J7p9bjW@_ z_>K=O6MGiZMgY+5v@u3EnJt&6*6!(!z1rz&8-;N+Sfrwc5y8_tIW9>X!rJg=h#{so ze=S2SL_KB&$~pS}y-hB&QIu(X`myI=BN_;EFqq3&3}s`F02zPrwrAvq{fKFN9`8Fm z&QI;SYK{R%hfImv%unHnt?oht7Bez6H~LhD8j=^^tkc!{B7A{Nx0suoM0zNE1q*}6rY_?I!}cs1>)#$*%iqO( zr?L5Bd$CMwd}c>uh@19igQY7lcZ=8tq%i15x_F(cF{;AuHTI5xl+ZpmJZ36ee`?;# zRHJ36*#aeG{UG>($Vg7`rGN0of1}WU?v*0} z3Qd~k2sx_u$XT_IS;jmzHfB(Rx zk4pO?9EN5P(Aovp>7(Eg#jtbQS67dP3M(VVZ!+?8Ro(_?v%2AK1a+i}`vsiLjCEZR zuG~JXAB)};6IbTE+Yue#3J&1;P8`@Jm;g4d$j2$pzQv? z5_dG+85R+^>J*221Ky>R(x;Ea$iEA|j=e4x9(fV%3>R^b+T3J(RvwIsH({ZSroB9d zuu+;*>T=DtbQu?I1B@@HtKdGz>YpgRuA7=ge^;Bcltf+0*lQ2MrcQTFi`a z2@!A$Lg)i4^!L=s?}Rk z5e+=*80?9Ko3gcb0_5sRD6dhNsQSokK*72CM4pR77O7SK_$f0MvW!dm79@fQiugpF z-x+9|e|;#&O>p{HUaw4#+-AU{M;%2%nY}O9i6O&4?yPzdTSuYFeNo`2@xoNW2Pibc zZG->w#igLCe_Out11}NxUDzu!{-hb^d`)8_1r_1Ay50d|CGqlYb;XM*$k7z`yin3J zyq?j^uq~{uU!06H)~~cXvn2NTb|Ps`zI&f!Q#VLOtPBiAe0d<ELxCDq zNm>f`e-qpu+Vb9>{u8GgDaYRP^)S>zYcccPU@gIN&pFQdc8zH{-{x)o>ejl4DNd7n z*W3q3d*?t+EJZEtj~N%NKL~VLU^{84yOp1-IXttbe#He9!G&VHRp)`R*V%S0nS3=( z-;RLGX@Zm8CmN?PX2{Y@JDoHJ<4QhLhhZ0Kf0}Xs92Q>_i41V)=Em)HSCANP6HSe% z_q*>_DyA4yLjx#89%NedxNmbv&?g5B+2>ZzPiHPb7Nb9oj(>=PVt39pM+dIousScJ zRU%TJO6q@LK`gs(_<8@GZPhES7t81ZLG-sw#V^i@P$IV&afyT@YH_bhle&0ia{dy;L6*3NFf z%2SrxMJ|af8yAYc-kxdKYx>@fkH$=+21d7=l+Z`~9Nix6=sS2^ejJX8qO+JFde3Jk z>N$7*BNNHIRY~CGW}5E{l=1k|R>zg*e~XmoUr5BIi=X)?D2?S*#&oTC3jpL%4|#Cg zMOQ8-dreF>Tdnzlm&3R$66WLH4(x5IMA0}RT7UL$ z@7ZoM!vm5Rv0WF$E-Gj%_9o?oZ>tLUJ41*4sjQAev(ZDrje;N=& zVr>iXbpYK90`A(tN<%Drn^!^Bx;J|7-NEXWVpbVyd&L%05Jq1@H18*lmdbQEO#X#@ zPVdWuBMpG=7cQs-rhD73h{CwCvq8VMQsa`VN1hC>uy7RFP_Hl|7Q1x z@d(RT9~)nVagiSfWgXaq(t=$^f1j*o_ZVy{G8!T1e5T*yu0)_l#8>XpkF0SaXgK>X zlrKZl^&$_gD>kGEH5Qx4u$gHq~9in-vXhcP$)=twNuE%DX#pb{4Jn8^cN{K4^E ze$^?iiH>+eO`xVevDr~`_npu$B80{X&}JY)O7@0SSX&T|a=c{6rxe@6$Ym=7X%kcU z3lJq=VR{1%{qjklktQcWg;RR%Pmiu`kzdZOAMoI!g;R5G76(NszBg=h zvz9{nTMc{31Y|hMe}h}9g>BnvtIY`UHy_|siZ0Kn!Ds~wdn_>am{}kxus6>1ZAenW z;=Ro+aLa22Wp_N$A!8($An5&Y58}qpB0gzayl}^n=KlSj2E||e-;-|a?>lJB)cyC# zxT!zJXE(7WMXb+@1XCy1`)*30e}Ba%faRBWQu}xcMWVOgcVaGAi);4}XT?QYgmbKgtp2R6ynwGnisM!EQQ~4Y)nX;8-Fl ze}!EXij?-S*R79UnSwDDZ{~9E(Wt5R&Sn)c_UVnJe{LY0?9=eOwvZt2W*wEuT&?){E=^Exar0jC$*r9d-1i`eCk&OOdLZ&msVtw}WG(M7vD) zntKasZ#QkrXl*^u*wR71&>smBD&k69fAR+PODEgHlCOTL*-u<1z1&-~d9{>t7B8Zn zd*dyK$?$k4V}L}4Lg>SsIN_=(Eb*4Xe=zyTurTAk@G$A?aeUeO@~-q)FW$EVWVnWO z4VoQU#fvqMNVs%9A}*jJg?D8`+p8Qw6CTnYWCY|m7&gHOpUnUzB!36xt?6}Ae`Zc2 zJjO=Oi!dfi0YU5xBUK*3$+%T z-{2Dt77qHcC4u}k8ZM4pKjzFsB5|$_)lR$E_*J}VBKF)?^jub0-7@@&@%l zTUc1-vNRlDa`uUe&~1B&v>Xtve-8knpadhdCp!Qy-owU8G2JnfPS2T!e~1`)>yKnc zjjvSSp1ojqg(~|u25P|9EZ9tOrkc3oIKPf-u6B!j68co?HXeGKrA?kyjIuC55PsQdO|Q_GDWoTFXj?{pfPZiv5d>D@w9&CkY4}JQ z{%YpTTPabeC8tyT;t^e-e=A;?h;Dkl@ufJL30>6fxqJb}Web4(b6h5Rfh5l+g{`)8 z=vx%7hbzSaV^Twnur%M-sjd|ix5BC(7}l%7W7&mkiGJTOQ@vR#%@lBvg3f9+knnO2 zJ$?J|@DMT|$rNr#LwF~PK1(y{wGZZqMOCdtwCxFgL1UyFdZ)qre~Hi6FEsX5>cnbK zn{84DAJy}Es_O2RFIIB54aMJb$@A&0qaRJT7>NYEVNqnvW)lf)_}y%_4M&x=!_c={ zO>S^yz3dZ-mw8l-RPUuo0#8y{N;?;7uJQal9k>JgiWWcBn3o~qO8O<-4$yTH2F#-L zloVe1DKxSQv(+xKe@t!6tDA^p!3FR-fi=<#iAvs@7GXL%!m1mVCn{kY+R7#&3ku{EgQ7tlb0qmK4hz*emCuK=2@&Acsw)+;qOJ!Ze}_`N|CQ= zZo8Y-Kyv%>0qPX0QPye|z~el>ccPF$$FHp$(bb$52iUOue^^+jU@jCD9*Q83nt?5H z%QaJZ|uNTF5IPg)fa(AEx}(3 z7l{WKOv`|PN(g$fk)i0GaNpPa(pVwoMwqX)obkOwec}$I=f@%oc5#v?8{6W$TQ-g>Qn3ZMT;p6xBI}hR{*r$$35g zwgb3FJ>v$xBx+30XlSAUGL@YfCv`6?Q;?sgxHhwDk(n{pc-F$ zTe(I`a96*4t^#}Y`XpqlwK1F(UOHd$5KUcfe^h%gY3L)V61FIk-uk$6@b&rzb-%;G z7owkqFLMHQ?xiL=S*}hPa*=3^bf2wNc|+a<)IRixB5^+o;wfA14U5}@_&gcQI7Yz_ zJcWy>hLZu5nU1Gsuhk7?0p8WjGvA#ip4%%RVf$T0meb1QX?XIH@kO-Vg-#P|JJk(9 ze^XK@@)1}EzwJ2eJa-%>#_TY%7x%oo2r`ILL`f7G4Pbgp#Y(?uICkb1i02yAKOaj^ z^JtaiA-14DR}f$NI_ODjzw0`yuAV{F~Ep1df~;m zoi^jK3JD-9YxH(DACV0vdCj+sj!{9xk1*VVlgfGw$MMiGwa(h z#}oTQ&EhxF^ub5{Pj{f$&GrvA!&Po`N1_NS_nNq%PNvYnz8?G}B!V3HNS2r?e{T)) zz%Fv@Dwj?`$K7`MSb{JxKVJs<>Y`%%Vi%Jeezk{UZ;w07#QW{Z_(Tin-!QmCB_tFXw#~b-G@o(74mJ zS?r|QSB#t9G<2Jw912%25rVL=byhV(S5De2)=CeLml8)4 zTvT92dT!m;;GHsmv-#ZkP^^otLgSW!C?ovc$GGe%ErB(R!G%n$su9C@uy*M-Bx6$86>e?IaB5g0fQ z*NSZ7;#LH1lSkW;-5+L)x=SM~VcAQHIs1tFZv$mkI%WXhe1GnAiJj4Zb}45+mPaA! zQ=RA$Nvp$S(bPeHxdv;dCeD%zx5CI-RH8&5a#Vwys}ZN96TcZG>i<+YooO0~vHpBh z=cGHO@|Ii`pLTE^{GQ~9f5iJOz6K!D<_-SDSHsapUZT`m-yL}U5er;mMB0bB(^hM{ zQ3_jv2AZrW3a)E@op0|M7@mK9J;sycWq<153OCk_S!o>+^UxiU!@dor-_&}#pAzargX`?fcr`N*ep31{~i3s16U;Y^3%-z2q)k7Ps^fbp-1i6qyWnqbYGGKi3Wj8G+VX zERjnfx|yhZ2{^z@uY;^zynR60X^}2)453=QIS6zvx(oGmk+%&Ve)&!V%d6u8Tc2W_ zGa-8)Ij~sL-;0H_e}9}KL3}nLZR#?`r$E#tcCPZ%Pify{3j_B4l^rZQg-ITipS8N^ z))~ObE4TJtpS76Ie)ckyHP6f?=H5dF+C2=nL38oE9j?`n8*Fu+)dpFS8o)O19GW!? zC~E|vw)Y5d(ren1Wl!b3eXIi-vVV5y+6%ri#5zlgf7gmAAJ$wUc_(lsKJQs} z8D)4AMxQ2kkbORTFl%$@!kj@&i{pGI6wr^PaY3WRi~6

7o z5d_;@Atq6S+foU1i8^*J{Jn%uh~lK*?qTJYbObzdI>{!T;E=oCyY)tREsy?@U=c+J|xTq5~gOgaR zFi&xz0)DjH~DY zGZkyfbMcS2v;)61$IOT*{Vc8(FtwLQ>YFHcjIZm3?XRd&Wn8ozbs9ktq#uLdHC1L@ z>JpO0SE|St`6$`nFH~Z1({7bZK9_#+l-#0o%8eFor{wD$xkfnUBp-zgk*p zAZn7?N3QT1RO$VHwG&DmK1Fps00f6~Q_*FHh*B!T) z%FT|40RMfnvP=pu_0afdI9ALIe^fQM>P-3#9>Ua`KjW?MgJfrdqE=iuzb03&`#om- znhS)_d_1mC{Yhddf)Xnl_oGgYlKo@MD|KT@lUJ({Fa3m5;cTt7Aa6~7=gUF1Qd07R z`WOh=>*Sf^CQET-M(o--$=MPsMuoV^Lo;=miE%`D+6cJKA!-f(jgl$(e-1qcWxtHD zwm_airywKLGQ;?uP`-z;U*C+dHNA~nEsGf)w<3``oVH-Z7R>&3^O>v2s~QH>705)` zZ|?e_CZ)vIKqNUEf0I`xfdpFW+&F#M-b7yx@#7g{N9`B33f9B2OXNRDoyU z{ozi&6V-B0`(Y^cL~Q-Y^jcz97*W$K@2O(#i6o)Z{LM{ds*e+bl}@N?Aa2bc=3 zlr(*WOA|G?E^Nk*>KYl3zeZ+8k!&<** z%}o#D`s%H|!=~Zif0c+kI@1ZiQE;(wb0g&t!REO1g%~TO$iE-t)HHuIA!K zOgRIiD46U3SMLlxoD(+bG#K|ZD%8W>CfGilpG17RnQ#@Be=FL0cRJ0Mlc?Tgyq%r^ z!--jt971!JxI&mV!ZvM|@X)LwQCJi1t%0Q*1&8brlpQ6>rX#y#FZTB?ax;zMESJRU zY2q~F&epbn3RC+~IBOPs6TR!TH8Ay~du^{&l>A z2ejUa)K{={e{l0U9Z3u(F|q@{SD*gUI59dm3w`O*fZbx7kk?gbhOE;f?!Z%8t<*F> zsMUFix&BCEMcj&T|J&kPT2)vd11+S{ldo{oy30qz_geLqlR#kvZ0Dz@_Dl?A`DH|X ze_zhoPr69;kCeykwD;%f`DXCNIanDP>lc73O;i>9e`BN87|~x1yxoJR4J^s8<#YAb zN%Lq94K!jaZhf3pvnaVM+J45<&#+E8ften!%P$ZM@7S9uHj)6n{DF%6Fp+}q`oyoH%>6Yo~N zBoX;#)i|_l4+mR?79U6E6)e22%me(MP4yfcPs8IM^mK+eQ{(Y>)5}tBmW!-GE)kb_ zwi8ZQ2MiCrDsD%4O+0jwUfgstI`FlKe_sH>e@BZeyzmSBTnkss5xSJHYJIF?fK}Lf z6lKXsKqu>$fuYAGxXSY-4Yr4Yy&IFYa}c|1%z#(+y_`QYNonEuBDAx^OcefFipEtw zdnyPGZLhBt1NkrN&X#l!KRffsZ3oj=icQ*BJ#bIe`UDPRo2qZ=*JCqn=)>WB3uPU4%pY(zkd5sc*Y zCpk3yv>yfIvh;AorZWqA$!OKSDmtf{e_Js;_pmpf$I|~?7+Eyk?mL1tUxTJV2Fox8 zmcdwK^;a?zwMMbFGw%tORQa`8V0jaL+v~NPI;xo+NVRj+9y4m$5JNB^aFczvjdF%G zoZF1-ijh=dTBz@i%_P{y~whxmU?k}3wM|(ere>$N(|9~T! zlQijJ#Y8!pGx*qnU+;;jQcLxkGhyUrGl$y2vZ|x6r>En(tc8)?q2GP;^8%xu$xETR z(Ixe=fxXuoOj;rY)q`^^^f#{inwaj0%+SZaMGPf2(@w{oBe%81xMvt=d|TGg3xwxQBvf7!W^|5{d7en1)E! z6yFU2e$tv<8WHu+*bb9lR~AnpUkDQ9G(g``MTFBcEJveJOKinsVVInr=F9Jnhxhih zMns@lp^j}C)~ws~#_L}=A`}s|D6kV!oESQlVZIB0mcvLI@j%{Re`FA9UA4r~5w%<= zgdn*)(t$_9Yj@QMwD{3Qm9_S3cU+T&PVeZdE@-EOzzTmMKu<}2xfB#V6J77`79Fg-$<(9dl@fincf7Dm3+oW$H8tV3}%dFDr zwS;XfyM|j^`x78BQ9m?`UP!*p6}AyS`e^v+rqnjfaDn>cX^YE4v&#TD4oHeJ7OGrk zawBNeGI#+!-ow)DeKo^GFN52X+8ceKo z&8ESPnx;TvSOG-W{|B(1iq$TO!~aCw1KV81f8fOZxH(=%3A|TVkcUvz*`x$Mn6dmM z7eILEx~yS5`D67V^c~?lx~ar5c~N=K?}i}`L=`y-@=4>-+6g8Jk)?3XbcP>p7Pl^nXk%hC*0ZDIXe0@mr1*($3{-klnyGsM(+&~i zf7|ooY1!V3uc_Dk2g!cO{z^k228tgDAjAsioj6W0dgzhf*xk-dmBG81{W`eIPCOh- z(3x<&e~cOTB%S}X6uU2%8?Ft$(80rSsxh**cj;Fd&%-yRg2;=J=c^?{Q{Ki?m*zTQ zua>QSy4NjvMe0vkurhSaJ+ilwV)#C%f0!avF>Kw6zm=p~q)G4Ez%+3qgYd}V45oWy z=p9x+XG+l`q)u{}Q+ct{{#9Mp@6{Y|M>d!=Zj&y_*@_xm_zH5ss5^Hkb;@bFOoX1P z>1bu2eZGjO0M(Osfos%dB-{l~=#)|G>B-xq*~qMWEB{=VBl{@y=EYtGgK7yqe>kr8 zlUeG)kGQ@qE_D{xWH+wq6(Z_uOA<1d7RidiSlB_Y6NMY8ii;kl)AaeRa@`OlbE&2b z{^9JZK;(0@jBV3`(?_iL51l19S8Hp^{=0ry?}-*vw_wRFiw9eQr7Iz4k#*%Z%HHS_ zWCq=+4;lh0Gg{eR2r&(MMNMx{fBJ&2N%M-VsWo;V#s}^VQ192oVrIt{#v?N1h^M4q zCyKzcWgxH>!#vkyH*z#%NC6US(t#6(t7GqZeVk5wLtZ9+BB!P9XZB7eDf#>fBnOh0 z_!V%ql%g7pZnW$(2a5oX@k~mb(5VIK#Js}k3;LF~=t0bWWMWr(uh#K@1ptzgAk3Gs z1pyNRH!+t?@&O_PGdD1oaq!H!0_w?|<%H>)thM{bs*)zt7&! zv$;8R^#zsSXln!*jlv3w2!UjQDiDaKBoG7=69R!m0o>dMNUS5`uN%N^guu8W(J0yf zf0dwuK|rxMpDGlK%Y&d%KrJ^%pokbyL{e5nN)`kHih@8g|4Kw-WPz$scO)DL5dvzV zQ3zK6w+hS7)BTyd= zLn5$V|7gK0Z->P?%L)s7cz6gwom_>`e;8W@J^`Qy5^D#1fN(`%+!1i#FTg+@s1xE3 zG9dsr(7+Dq`p2)2w!wNpF$f^e;fRDGP_DQNHxwL!0pd0X>T7BP?>i$00>3FeZEzqEzDOGc?hoMO3Ux;Su^2am zuh0Ju{L=!6hydY87#3)autlN(|LKl%BW(WIxXZ^NJ%MH*9QQ9%!2y81Vl={O_2uGTIa9gWFS3R00GP5fv8!O5qm1|Lmd*e?|VC0`#9! zO_U89C<6L3E$*29HL?3&0`UG72OsdC&2-Q>)*^ts{~@_KNCE`IeMJ7hss6j<|HklN zUH)Gr|L=joZjO$>!@R%a|3?_=gmm=!n}8#&8x|)32pT5?)PJWMBmRgMf`B94oc=qi ziG|{XpoFr;ky%hgTnHrof5(q>1tUEXa9t!8X7`6OfBc5Oq~?f3A#~BM$X{;@t_lSD zuNY2WFbCZG;fmwspAgg)CpPTwYy4#+aB}+R9BL>S8vaXnq7sroCK*8tztP3o9`3K@9lyZj znp_`?syK0_(R}W;^Q=PmtyC%>YjtWBI(UzE%`f1Xcm_$dQbW+yj&F8jZK5+R3@PntVjqjfijMJaYURfIW>`3-@w23#J z^RZo7(f$*^cS`!<_Q@46Q$Zo)Y{WEmP8Zc}4;YB-q)}ZYN!~NF`{jOeYp|@L9gq2C zRtb9}%>yJWf9o9DnmlI8jCUKj?|BwW+(PJ|G9{LTHEQlJdD1#f0?of*ycXoP-@xX; zMyN$AtiXXsd=TII*{i+bKjhLujj6$#;)He(#trb;&Ur;@oU-KyS^avx$s-U z040t7a%CHmNB2caiWQCGa|dQWp+&H=LrfJdR;pEJpCk9UDT7z>0%3gzkIeJfkNs@z zwkm1ie*nI-`yT`b#d2Bn5{fr}fXPFnE#=Ge-z?;jmy-dL)eSg_iB3&5A(R^MO5jemsjz?tW_@8row3VD!m1zYgF<)uvW4&kHafAfMcnnZKB zhMY6?im{%eXnz8;I=&*)9R8fxzP01NM~BwLe^zh(MMj43Eoe)HH{s%q=E%r4`|QLw zKY|70-1#D30CA_9w$-LnB9ivu1yzqv?@65)BWm^av=EWf^WLb9uI@Lew&=UN;Fj+f zf}!lP8*p>q;)vnCO7YjbGD#Y$oGk29;di5Ah)E->;v=6=4Kh_|v9xE1A3r^U3^VSI zfA6`f-kD2`E7wOH^H|m?^c-?i=Bb>&KAnv_R)PCK7B z%c$8kei5n;u9A1x@$aZK`31CDv)q%@MI`0Er9Ssd&1pj{zdi{V`JlX@>= z^%`zU%N9gfp1QZuq{{gZa^&0~%*5`Fi5h--MO!bdvx9)F^vG)?L{-lHmhNn3#tVU2g$sT|jBT7aK4 zYtOTXW8%!uM845*Ys8Tm;JKl*LVwJ!T7GgY`_UJFEQZcsm(WW)|ZTMN^zgQzm) zwapS-l&D*KnAK!AE3Q|YejrCgfBG`Z6ZA*c&-RS@MS?R9@@ogmjRt7qoddxFERcKL zBg6!QDjr2CcGg603@43k0-N;9=#@T;mi>a@YfI)vHKKdG++NzuMLL>NFFz~P8Bc3> z(yw6$@Q>`*lAm3wkCF3Du4FPfN|1M@(u!|wO6HW<+UQ==H#Z#p&`VQ|f76z2-_rt| z@>LrMj25~WZJ+1cbZcxN3|Due=1bHE5=%JaLZxe?=fh8!FL#6tVhdIUbX|!AHkmlC z^^nH0v;PIBEYmny)~-B`f7yqnZuK+~?oGuItl)v}j-n&JCkJt7(1nL6loVbWXHU`g zzhK&FWOjQ}0~1|yqna`Nxy6{{aBqJKv`}5>8Im|i!Pc~xLgPJLLY@nPdOVAmlF&lq z*Co)5q;XlE9qusYPp25a-iMg_+x_6KQdi7+&N;Mo(&d$+z*n`AzeO!~40IB&0AjAFgjJv?`k+c$PGs4c)QuefpgRl#FX)E)BpQX?iJ`qO~#boe7ZmLPC z!{SZ^(eUSDMFIH(^rhY04@(G~1|Axgcfw0+_{Z!>5zFmn^xn!KG#E`#XKwR0p zH;0vof55QuMW^7DIiAJp^tT7A3WL4mX49$0?_$@l?q_M8i<}R|vO3cn`LD5i!Co)) zW|F8Jg?XQ?SJBTgF-=VF zK{CUgETQl8^xJ^1e8+Rz`(&7>=g(i9v1jsie^KzXv>LyzS=vEV6}Zq{%p}99&OAFi zbdD+|?@cn=Fz%_7azeHdehI}*56j3lmB-s@9Y!Axl##x0$hzy`@g)H>9p2SNJVo=P zufo3IrX>B+JxVZ=hWqa8`8y>iQvy~Rfc03r!El3ig+>}eE{kcbrADbc zf3k3Gn@rsPc?cV^A&CQ}Pkv^t^X#!2l&4Xy9aKzTM{yJ%B;^ve6NVVOQ8(wH1+o2} zN1J#kJl82TKC6OYfDxBe!+cx0ih@_l!JdgBv2e?dSU5k=$W!RrTOSq38RfTC&*h!B zeD6nmIA5Ml=%sbW_{O?SoRzh;Zn-CWe>ZTOeSs?Mi3Wr%epNppUF5k)h9OJkeNI8#L)T4 zTCqwRx%Gv*cYyqwFbN+67;eHpkw>~l8%J-2*pC+27%F`p;8~}FVPvO)uaoM2e^GRo z2pv(gChI=4BCeTp%Y!c=^VzmJubW<($UYj&4C6`BA}~1%=L3xz69WRO6eWrnr^O!Rx&-XnY+P_tSLY1c-Z+);lM z?)7NgG%S&|id}1x?R#S~tMa(Sf7ubJ{8VV0xpB$oGF0=sHf!osk>qlcCa?q$MiD~y zkWKH?{K*-9M0E{2t69wbZE#egk`gPIP=xx&hFGr-PUxI)DM3xBE|^3&<^~ngv=ctk zsNeBE`j!7HutR<|XpGvQ=7H774WU5IX|??Uy|PnVA!1Z#lZv7(NAZ(`e*yQQOD#1T z*N*tAaJFTzdM4H+V0esQdLlQA^4YVkl7#*$@qT*Zin0Le_#!4*^n7Nv$T#Ysw*4E! z-shqO(Pn*&DR;iKl;qKDd+HZ&d}2|NHNsArt*~v;uQ;*mw<3Li?DT~Z3aPeNFA3TCTkd~pUkyLA@uAA zEo4@vcF$6qla)B+qr~NSwN<|TVtq}Ex3aITg|XNZ`mJGguly5Bxss(meq@pGr@JJI zwBYX|J+~p4k=p@$5`m?GlNzsR9*`kX9{wIRfv+Koq)iT8T#|J+e;3!}d}K2;Z`V4b zNK#sU4g`k?&GYV6O7albgp4>fU%qt8Ka6kGV=}eK162e&)Y>wB^(z#MsDM8f_>}+f zB#@lxfO@SwA@!Tp=y%a}HLJwbl|?)*{L^OR#&rm{Q}jBC<{cK)%i;G2L!tWg_?ZB6 zK#afl-xiX;60D#jbv6KhcYi6Jj9OW4Zf}-+TL1KB+$3h>={>;kcG?AHqK#piK%Rmy zop}U<-_<@qpOAZJW+Rc}+2C=44zuAM!gbH5Tp6Cn$e(z$Pwb|))EL5QI)N&~sBCnaXgjT0>ne$NxuUw=Qm9WZ>goUHll z>^KCbJc2R0JYpNk?7N!F8RvO-|J7I1fJlXMfdaUf66NV+`{PXjJJy&iyb-Rlh@5FW z&r(;4B{0D64%$19UH5%AZK=|Tb_{tPiJW==@f)p^m}O9q{&?;dssu*$=up3|okLa| z{FB#bnC@hE)>ik6bAR@5Cj6@cU(b1P>;#Enx@%H(A2R>EmEBxMj!Ui$cw8+OR`f#OGa z{tAQXXls%z!Qok*_b8h~2Fh8o!-z>g{`zXS+z1Tsv3tJ4lW1D`j08Q-Z~H=nm^aVz z9UXz~tlt}c>VE(R)2|9XJAc92sH|0YLS5?9DnYRxE`vI&UaXO$Z-!^#&E5K8iagBK z6Vaw}lBLalc`mx8_?e%~%TFUW^+!t8J-2Ih(Z=p{IxtZOCMmUP4nY?6`h1Bm)u7k+YbxJXyuQm-w=PrmpuexLN+ z(c|LmZ+~-XliwS9?ZAKlb%9-T%cl0?z7LG_)%Jyw0$oQXtHov;-B_za>o^PjQkiU$ z$HmGYNT1zubE504;o%n?KkbpY5_@Cco`=Q2mLa!b6=K)W8w@88Spk&lO+CmM<9v{N zu9+cl`V(x@%afG{mLu!m2Xsh&`4(>zRrSf%(SJ*>F1m9mLi284C>TQAp#|^`se0%Ayq<7yQtNEWiGWU8%trR@>*wz!#OW&Vyg2~BGEgZ(GEkAIt_ z?fBfR(tZ?>6Cov64I-7jm)A1%jL2);{JtJqzSTHSbQkWZaXzbBF6Snq>LY$L*EVrK ziqas_3~Wy7&JY!+DZ%aDnYMhLk$>+v5S9^ho|i0f8Ox_%h`uK#9pY(>?r6GED)laX zvvN8;@^zc+%)@bo-XWK&BVmu&(+KW4A|xwtMT zudc=ZbaSRgAH+TBQUbmHkz>ndOA&T7co@CPn!3!U~B<5VNufjkb4#xsDh+2DYv-fTBL_nlzp-BI4Ja0-G8;*nBa54 zjKEC`cFj}YW7em9DWb_=MQW`yL2ga@pm*NalF zmrj-wiE%Vc-Q-Eu)wYnI>7;ZnPG_%1> zUZ|!#=CPO!N^Los(EKd)m4AYS*0e)}u+0qA(%OaIs5)oPVINY(cjk6L1U*x6f-+@_y8*O}yvv4>FZ8WoFGkZ3AIhMn@1&eQSxbyn7Jh?IXuwx^ zGb?}Sd4V3A5s93%pjp+RcK80Y_;6o6_x0KI1ea*M>W%Z=l04H;Jtj)O;P(E&NUlH$ovEbtsz%){9>Mmi=4 zdDGdlXmqtv(ZF9h`TPQ7(z*JQj%t z41qhw&6CuY&S<_#+JB!y?wM}g^yj>n9o>INO^NbA`M!UN80LP@HbHLdps51bJzIQ! zdH9`;N0+=waEl4j3nTO#L$rfY9&Aeu-^zcybeFl_$Va zf5ysN&2nhwb*8-=+`f()p#M?)O{n1A`(jlCHgJVTC?$U7;Gua64pldO>dWK$yjjRJg4h)_-R`sHo@2vjz@!V0DP4Y77hOcr z_Re=l=B)&LFIS^tiemqlDY`%4$pqZ}5{l+zooy zA3qPNfAoDJtRFnTDb@}NP)~hM?9;Qmn}0D8*|{Z?^u<W=KTFfG6e|z?1k~S8Df$UmlR5K_HuB}kXGopU%Y%*Io1QzWb< z)BHfOm(KI^Vl-(P7wHXb)M1TsHP7>+(gY91uvK6e;7UNnwv&( zVw5~;+1YQZLqk>Y0D+=k%4=An@-+SjyM01im$3x_6DKz_ATS_rVrmLJJPI#NWo~D5 zXfYr$H8wH|FHB`_XLM*XAUHEQFqd)i0Tcu|G&C@iAt@+-jkE<+loc~|z`_`=W%yaF1?fvY% z?`z-m)GF%iV&?XyP-%NOf*lM52>>J%73KH1t-p;`U?qLnL1Xx(Zpa5lQ1t7v5!3Hpa zoBt+%n!udxAL311O{`%irVoTam74&h#Z&<%4-Nj^p0k;gwFAN#=xh!9-6F^DG!Ijj zf}2a&+u1?k2xsiy^+{SgLCqeJni zzbOwU?0;;QPy_%1;^XDw;{re(0Z?}{D~{iP=`}nYpnsg;-{yx7e7qd&9RL;&O+bCD zEuas7*j~;iu22BN$pz};^`DOaM%Z95z}(sl0WgJHTEnsb$^Kx5TKt6{4&TYz9q=0T zpgk}E^!xYkH-iUxncKr*9{1YdBQJ-r4&1LzMHneG15_i1JS)M)h+N`6h_uxKfr;^^aq%w`4xj#pqO7glOr`|x3^=5qkc`nI~;aQn9uY5?0Qd>t&S(d_o3vzy~@9S!a zkEZ<^Tacf`jJfM}aX}l=`VnbL88oki+ODt@-Kz0c`v&_L@w+KHqXOhz1GkRoLJ{~< zg8k%@+!)nbiv>?_b4y*nWe|9o$`DGtP*=>SRwKslmnca7cu1^&ON*gnlNDi=g#C>e zx3wT+r`XEgKkbSO(iOyimzFz46J{CdWiGTNt>)kMaW-slg6Lu%ZFO)HhSM?D%#=mz zZS}V7#Lss~Og+jby~<3F9jKiLogvKcCSY+h1L0hJlmVv+x##p0ous#g2xwXXF8E%m z-tZ`-op=~ix{;Tm$KkS*xyadW>cGZek$juFJ*JgDIC2_*F~u|2z32( zk%noVpsPtzm~od>bS$3mY4*3Do9CR^@!+&2!b-Ct*}D3O8liItY| ztQ`1<{Q2hH$b3Z!i%_>iu9vIG#bbT)W|{UhgUh|WEMZB102T>i1V^)k_SYfb2vHDQ z)xr(5wP06<9l$&TmbmAp-Q{1OZWQ-Tt4Q9JjFL0O{B?$Igu}xY`%-W*%ARdZ=}b;B z%O>9F)>X?MX^Xxe-zvYfU)35J@G%pjBedLG@fMZ@%1|H+3hu@lI>-OCe37vD#`lxp_(9JUlHS>uzF<~mHyg=3wmm3}4GR1ZA zQ|GXh?d|=Yr}W-M{y%fZ8{SM;(BD7FRK}yJ{_dvb_8uhv=2x~prqM!;RLdG!FzC@`B4?7j1? zQlzA;ZSpu~n~66i&Zxq$(i*a|RL=JmmOJC=Xbu|N?V^~99A2-RO%Gmym9%s2S}Dk` z4QCO5g#MDH6a#c$PXyPxquJQ*Lf-8+itDOExYE&mI#hYvoYer$L*CpJCfy&SZYZn6 zU-HeCgH!T!4+HA~j3E5edP;Z;~6T^ehV9(oFC0#gufIMHPjlH>_-5Azt^YQ{3jl z^4)bvO=hW&arIH)Mplg#9Z|+MT}GUSY!5pDqtItdBWWE^0lUqM;ftGg+PK%*Bmy6N zv0v(!Nu6(=O;(!rVW8n+e4DRWb0b-Qs*m+J&A+1`dqeGIQQ;fFV7VU z`%U&EsaBm6j@K=Bg|3~Mo*zVC9k)eW(C#roZt2x^j<4zABA(eR|A{x&rj-efj*raUZe&^@iQ>uszxlL@lt%67j&wwQWKL}t>mk{ zy1Al5Ke|wMe8^ep`L8DLH1RN&CJP; zywf5z(OOZUc&<;`qvB|uf}nsv&cQ;BVCAx&Uu1zKAC8|GY$s|d^@(jV$W0A%s)0{$ z=5S&bmPE@sFowi)NoZz&ze^+<1!fUh<}JBM1oder>R8G4M7~u3{#d8iFmv)HckX{J zks+rxO#C6TevolSXU=?-r;0Jv@I*KYCE+|lZMDNiYu26iBum)CF6z@vCc`TFnfoX7 z+{373wD>H_pO_wbp|)3zZTC~Q?y?iSTt-pf<|3vW3_~L$HO`7R-iTs6Cke~j=2YGvPJ;kBBPJqCZ;+*>Urs2oUy*nL9fRHao7p?ix&vJHK zs8y)jzQAI@ATQ}o#6F|Weo;%uqPfEmE#37nQAE84gx@ z_;TicKKJ|FF>53K7hfnDJPN~|2Vr7UgK1nW;p-@(?zU{ADBkWJn~NNI!SmyjgQ>I3 z$}>V@AzdW+IzP3hwW1#hgoMHjY`VB%YPJN|xb6Xt@i|5Mdv|y+*4ZFsvX*NR>15pw z6cg={16jL&pzQtp_xiA$87y95vvQUjNvKpYr8kzvZA~7sjO$Y#LVdL0u(79|ntb1A zTD!ByDDA*!ekQx1JFBnIII#~F68+PxC|QRE@sQQ;Lwyj8Jo~-RN^Plb1S5t~wplF# zgex*nZiLj;X=UB=U3vPjhx#zyf2s$7!!QGIq7PetVq|cRp-Z$Qf#28wa#USL!wJ8p zOsjc1(TIB}@3d!8p5(NdhP?XxJZsao^7?1cPuj4M1_JCGWW?3l@Zt8VaoybA1?4rN zb8KU&1u&wr3j_Y$%IxjXeOUqgR0fI z_Xqf>LLD_yalScmrzg2kG8a`>?3@{I&{5le4*gSX3H8?z$McnN63K5^Cs8+?ymJhk zZ)rR=_`Pjv6^0sj99|e)t1Z-iAvg^7LeVfS1-c@no^ekdsD z{;=|I9Mbwu1OdJ?=|U4PMj6;-Eg zp0#@E6w5T>$t2ip&0$AC9k-5 zdj{lAo*`@LCu$a=`TADsL=xQ}^HF!6bH#KQbzHnFjN+GYq3`ll^8ei5$fUY|OXEp> zZLxN~Ui=Z?*-x@Vu8m|O8$jDyoN~;8Uok&8saN1UErD(R{EYVFmHT8a>9XS3Mq3gv zNbo}vt1p)AV?2*)&n@NdQQXn5uC<^Iu*H?$G`sYek;>|;;)nr-R{+sKI?XP0nUC_+ zOF4?D9Tzd%kBgp`60Me=xiEfz8nvsqLEf@N(XA&3?zs#UDw4WV=tY-&FSZzFP`X(h z43??8^gu!p-CGoqygAnLEzBmNx36|AI!NUvavofMGpU+-y)`E4+SV6E=RiI6jz~R_ z&;EKMg}$Cs#AL;0l6__k#aF;8`Ax4|F2UN>li72C?x8Ux~q7r zxK>`XIU!%@+fUpR41!z}ScHkdZM7YSr@L=>G-IBDR4M%m0Bl=B<{8SkC8`(Zns7U0GdkC)y;82gK^wEdG5Th z{Rt;^soIgptVmUC4FsUn5&pL&sgl~iq~FtohDqFyh*~dhzn)6N5=H&t%NLMLdhU*J zjnAn7MiN?R*3mt|F?8?tvfD$dGY*Z7yr!bv4bc0##Wr$$r+V{$OYME$yDtlkk9wa( z_=n?G0kY`>D1+7e&3=H^nq>+Kwt)+i+k#(TUK}Lv*YKS?dwgqeWIWX~z!P(?8+6l~ z*|#B+X~kZ|NEMXglY}s$0m#?(fb_q?`ik8qj%jp{%i^=(6)=IOd$bLiFAS5?6 ze!KP!?mvFb2O?;HD?X{0nZ?{XJvq5s5I(H^V9U0MloJ+d|#$MeiH)|An z^fPrmf5#&S15m{;55c2(2uQwAaLe{N`h`epM5Zg1S<4TZCO5tAw7 z?gBf-+r{qPKlw3|_0o9kYml7KDISZ~yO&Hud3Nil!tVwrc# z>4IE2&)0rIPz_mZ`m&wF_7StJsjzHHEt+%#_ElkiIx?jWF~JJohQg;U0d9- zq_#h|EEqC>r+jhpXZY*}ab65Y zSKDAxQ(hlWhR{k{ZUYO_X9J`VrW%+~`D64E><&qP26h9&8sxl5!P*4no^&;yleVNU zKhyTb?L!3%6Vm}fsj>6~Koewcj^*{@*oLeilCao&5_RO9pKB2;X z3p>H-wlarvzLM#X_G8GDy)cTXftXyIozX;N(p#*G z38l1uk7|n&ayY~Ykk=OdST&49-;=hqlw*rz|I9@rbaQbs#-9xBEZBPSaitVTe|==r z)>##|4SXwHwH?vjI;SjsD@@CSuc9f2OrtZupV>5g6TZkHZg|zngc=u}BKj0gM;keT zOLQpPxxBPnlnlb$sBgCDoN;2C*)&I@T#Gq>8D6BR4gPlM*m}vD?tCkP11~BgX!VWm zzmiPEPgjVpKEd)#l$Zy+%Zj>LPmGQBD3g#H`gJV7QZP5>UO7>nA@6*VNnLufd&@LN zkusGoyuM)RY;ZBkM`0|ONq|1}?u8c8%ci9`E8F)W*-3F481k3rI*J4=DSX3*^Pb;- z%%E>#2;Pr}NHJHar95t@PUCsh&jXxIFmE=jR^D3F8q#8XLp>>E1Cn2Ff#Nea6W) z@Al^Fz<8|TVHw)bgBZ{}x-Q=bEY0O@<`&lkS4-3pU!R7YDq5+kCgo1JD}G6PBk4M4 zuovB&H+z0vHBnNzCSSpS@=;^GfOe7Qbi(Q@S;*|MwYCw2aPUnEDY40`5sk76(o?!w z+AyTBk3h8j13*A;+7XT}stKCij{oPEDDht`PPEr)yI&B-?IC(?7(8Jia;rL`B#6v_ zo|UH6#$-RzfEt$T!-G~7Mqy*8E)E?^iVVC4Ev6r+&h{0kAu_>#U24ThA;%q<(@@6x zuJ!A@BDS1#N1j-y0L}{tZ1v{XxXM9m*YHz@6yAs{j^|ZbB=0lMzhg@!xwGhI5@1{$ zmeI{^b@eQjbgacp7L?@u$T>ams|Y;=CqwT0iL>;DpO;LYTh-8RgU6+ZWAt;3#opOs z^r?&3G|8@~&Iz!8sy~+eAYi~MTddIoA$ryoW$`>gUn@>Pf6(&X8L0oTs(c-gEI08U z;e-9T-d^&vE$)f)y)f(4zzfQ5$+R>i4H*qtvBEX>|BbgdbGct2~(teMiGyCSd%+MonG)biiby&jAt8z&$Wt=Ugw) zbGB&fyg84AWYM;6Z-?h6CQ}n_qOoL~H{i%dNFDg_bNg1<(oV^E*Bd2D*L`VscxH^3 zsmbZ`ypUplI)ss&MKu;+4yoX*eoYI_-TWRus^0 z+IH<}3&lxK|Id{*=D-Qpd7CpDs!Hq?{a0fcneMN-iAm0@9J_X1tZo8HfaKeDCzoy$}EB*KrXpCLOIAbrxOUqZ;zAwZArCq*#-5xI1QEBiuM z8Y{%HhJItDu#u><1H*jp{(`FM_^}=9-FdW+FL0`}9nTnfk3* zZ+LCb8#Jz!q(Q#uSbhMnLdmE}(W&%*u@*MC@8dikg!`~InVbK4!DtjxuXedCzBlDH zFsD=p=+r7HUWw}1BEcHbc9%Y#PdgXp&li$j9$$1$!TG|owQ^|LGG((!?}zHEx9X2m zgQgE?TRxFV+jb&h`@e-^E_gJ z1^e0bp(jSq>q5`fvTTDO_C4WlszzV*OUopShWGu@YeA~s-nZ`HV=2h3XW>WW+>vOt zpJeTU?1koWji1$(Bv9Iap1h*C6cN~9ArcC7pF#lWlg#z&2ix>#YO{n z(IW$Hh4-Cu&x`$ns#*<5^Y>H>h40twvHG?1NUp?md(q2`4`E8g$tNSSOeT);n)E)`QmfJ^uUy) zkQ35fd^E3@xODzR|HQuYOs#JEA($`{N7Y-K%yFv_C>=Jidx8}X2$AvAR{++w#bUwP zimfSnQGZp@c66h95`r*)H~YVDca3FUtE{WPv1~sK^Q9d>lpzheZ z6vTOpT#4MTbjsGyS7C5j50>kh!PhRc2;utWvOV#G+K^hV<}1OEsHX473r}Cv4eI4C zg@BVfw8!z#52dIR;3DLtJi|R|KE!m9u zt9G7zW#MWFcoSH7fI{otQ#NHCq%}uxNm=~XEa{t!8a!RQB{M~*V13ga5QpgqTMX?tt!f^w9( z{kXt75#}I8%loR$Px1#x`lO3DT{%X|{ATu}+R=E8Abg=OimczO3-duAnISK>BNoHGW!arwGOP;SFPZOoYkNWs8dqL&bFnw-}?|RFO{(1=)AA-KVFoSg?}^_$S$B80WLEr z?eLxl>WUGtt<<-M1+~k`jzBTkEQemIr6=pf)U+RcTSDA%oTFbpH!D|R#*|K)FTPMZ z{pCXCjyZyVXD*jL5=lf*(rU-3G=oj85q4Miwyr}MJ#kwGg5gaHvp8=CM9ruy8?NX`cXRscADzhLMTR9pZU|km0=t{A1Jb}~ zr)yU-3$Ws*H3!Vd6)L*tEDl)x+uED`rC&?VFUUlH(LysX5#H%*-N)xHmel?-L)h+x zA7v44im9SHGkFbSiu0W_ecYHFuRSnv`E{sARfnnxSro;8I&;ML>jI58)Hx7pq@FEbHDKD z>sztnn9aqKRfkGBg9871W}8= zp>|P?dAdhOjyw@s$fj{)eOLm!N(*fwEVR~hX4wd$soXxYBV!O&X7ly)j&bF#EnV8!Pm$3x_6PMT;0TY*9@&OV8IWd=U z@&OeCGBq-jAt@+-jdTT6l<)Q~Eg>KX2naZ&AOb^4NOy;Xq%aHv3^4;ULkUO=(j}b= zNQZQHh=jCs4U&SO((xbTob&&kd)K;m&061ld+%rOckg#U&&STJqsJp_4Yz_Q!C@#K zeqNwBKweW*RSWtd>`cRZ3w*pvenRgTo+5Vs?4BvnK*-Ylp%d z^RHI`CzuPsFD54P@OL^u)(L`ufr;R2Sxtz>%nbM z?jQsNfN?lN!4Mb{li>=ph9Cf#!vT7#8USr)2<#77;}75=;P2f4_<8yNUG8u8uR>7R z?_>}d40mz{!91ZbTYwGJ5dzRw(%?mTpdJE1Fza7`K#(I6j>!kPfuN2cD-7Uw=OBQR ztS$hA8Sw9TNH7BGj6(7vp^m>s#t!0g<0GD8p7Juna=h4 z9p?NU|3AVYC#a+6UjT-+t|*KGG~pN>!2TQh6!J&4nh}5@cbv7&h~N z@C)$*h5q=VNF}HT#99Z60^9xJ%pbqOFReL3VGtcS68h`og2@5`|0{+O7}x>x0YPGj z`6mQIV$_EEy~bZQ1f!>a_Mr#^!>xY_PeAw)0E9q*Jc%)@$5_GuFMf3;(izYaIgd zfPjf-rr_YmLH6&1nolZZ@4EA>4@=1CwPsuwBEbn`1c zvv1Rqb2-Ueoc`{GuDVz4DRjhhPifQko>k1$^%3?&yw@=U%M^J%R?gEzIVSOccZeP= z9meom?L^Ynwmo|6X3o)@p69C`i|!VGuLiU44RTu{XIhDvP>A>nU-Zd-<*9zJdOEif+b^aDO$ofc0-|FHsbVkNX)Egl?1@ z&c7kM$a?3tlS=7jrF>gv$GWF~c!?|Vio@U;CTfN+s?{N*&b3j z?H!&YM}@$lM^A5HNt==FqeZ*qgI-%bGcKji-W+|;u5g~|X>xHr%nlEK7?UK@JI)N$ z5nd>pT-?$i%ETgI2#?W`-6r<6DzPD$D7>SHrG0paPI^$dTss|bjxWS*jST(zfl-qN zevFv&i#YW9_+@45Cr}{HyXXC-V0i^WEyT;)P+d;C)3^t!l_u@0)lTj@kL}MS)Bz?# zRz2+^Fr1~2c?Mj-OJRLHm9QV~-hbGkqGQ%$hp~RaEoD|x1RMUDKo?BPE0S?&6?1Uo+`!nIBgF5r?np9UG-`KH~|U)NwH` zM}qyd4Nd7yI&X;a$NP)CFABFKGFiaizyq9=eiWea_t#Uq=~Ql@EXE*D=-6S=7NJ*! zis_)8mLD5CfHp;ca?&W5lU-y=_U3eN@xz}JfjWEYMMYp_)Te$CPIMiQoj7fYpmEjd z-B1g+FMCPj1-B1Dn{K!12kuaPxlZl*2)c9Wegw4TOn5mk6g8-0eP;KGn`IR{^ft5B zt7V8#{6hWv+OING5qg7_hiTD*Ns<z zD&4JMP+QeFQQS6ODwt-!>xS-3T3w^(c*o@}SW}p?*ubljjk`vyxj#b8qNNk>^_7*T zs$ns75+1yNFnD0P(v%(b^tsvaN+C}bTG+MIp>zTe+2BQb#j>B$cda<;G^gf6)@sU_ z4pYsb>de{iKPBi{h(pN~x5!e+VXF_T$>V>lf0RPd+p~>F;59G6%ra|z6PzN?Eg&g} z4k@meF{E#}KhhO$xx2x8VvTc0pOpAXheQ4=+`TJ*=d}~37^Q{H7IL-@yhzAm@LLIv zh`6WB-89I9iJ$5CkHZ#>%w;r`dF}T#Tmx$oVmKTa3qsSfMRKRClkXiJ>L85M%Q*& zEJl5QJI~Oc{P|(YlWd$0U$K!>v8VWY(J8^;td)B+I6bDVgI(A&*zt;xwWimUdA1#; zMyVI9Gp^sf?Z>(N{#zzs z{ab1_S;$j8TT$0udnWrm+xZ2>L5D@D%p6x4SLvu&Y_sr^=kPTgo_6)#tD2~vu*q`1 zBBgFsy~JVtn|OQEQKd%1*&-!AK^7Yk5P$NkL)T^YZt0lhVlc;4^Rxb*ha7KXu%Wwu zo~y?c)Ca~goI;Xcj?HgM;d}DNN+>q~G+>)TRoA{vee0CRqUXGl7NloBvp%`%s#ou_ zoU@p@I+Xoy^jn*BFv)(H!p~#*4s!Kf(om|mH}*GK+JdL+h6q>BlNd7FF?@6}h$PoZ zF2Z?bm|^~wVBfEN{r!gh29$rk((TlLaw1)I<)=#d$B-|@5?dQaI)m`vJVOP8>o;>FcOl`yZYp)Jh=K{0>%&44hpLmLJiYF5@&>dY? zjt;UsId?5NK&BkWNJ10{7Md7;KAt)JU1*dS{P1D|`wb)c_Fc~fMI#W+lZ(Z=-4i+{ zib9!sx9_=HqKuZ=XGd2rr(Qg_`tAx(0iFsTmx=RsMLjMQSIr0d({6h!1S!p0@mPBM zly=7~n#yrBj(&JhpI9ect<1O*sbp8}$RpurM$}sm7J6&q*Xo}Y{CUxTcI|x?`FPP= z-7u`@LXaEPra2Gm7mYmXY~9-`7+zc%2~-hn&)4i`EsPUcI~ZkzWz z-~1ti8ru+iBF=5W-9;ahbwhl`3#BeubTzRSUPknh!&1k5RzjXeVQX8UGOWeI2Aiek z+X@z8vPZ|wlpJno0pF^$uYA;k>7(-LT5u;oY{b?4Qa?uL)4AUABSSV3l1|542?10$uVcAa zI<6pfQFZdJG0x=Tq$aPva&UDu%uqk#p8op1@u#JF)-IW!jYPIXuJ95-GVcA050XQs zyn?`_!cl?kx`o((4{+L|@?;B$LWwO|o4*3UK&k^==zGXIZb8jMeTh7x;LhVC=u^v! zJg?-X*@*YT%S}HA3gI&`K35mNu|eBXd_UVB$FL7#gJz3r20!gN)$`p01Uw*ETa(B{!Vp$2~SAUz?VH*5tT!K37_txJ=O?9d-F4 z#i@&W)2toksOZutZp&+)LKW{mQyOpHUxb&L@HzSe5i#^X#23nHk=+tXva z7ZWmT;%BZ0KO)saU52B@`S7__;(tiNv}iiKss-LPBM&2Ku)54KMs0%VM$g7EDPMnY7_auP#-tvCe6HM4x5X*6*u(Zt7z&p zU!J-p{WOWXj_lJMB?jXsx2`wduovZevx_aJUFB6)5mn-i=;ue;Cv86Iu;TY>vY z{L*zcnR079#Wer5U<;wFyLi`05iMX~L6oL+h+Vnv@qpO8vmkFJTsA0r;=@AD5dSN_ z+u%ADyfvZ9qv`2NveIZc67*ACD ztj0o&+Bu4KueBK1mQ$mP5|+oz-)-b*(lAVbg9(HsL$s3J1iX;IkA} zeGD7uOTLDL9UtCmm`R_I%;48H`uEk{61chAi(Z=uK*z8`}MdfB^-6OU@iiG^^Yi%+Gb69^3=Q8Sh8xbb?y8 zduu}kvR8rQBT3zfb^&DD6GZBBml*#E#-bqZxOsf_#Hoy@xA5eSuzPqdyJ?LHY2U~s zoc{TKJ>9*{P`Q51%|?IqXA~+VY#x!?;O$tMeZ)gw zK03mTJXr&F;^ImMqNA*uQVK=DAO5?yL#Gl$63)v-QM^x8CKHfF4=sMDOFxmIyVobq zX^Lzh*7a(lXN-ti*uKJH>He4B98PNU8+*(cj9O$>)l=J8Y#$N&b%q{YkNfnQ!PYQ< z@tWJ$rgs9qvc0r!lhHBZ9JO{`HqW3YF1F=>6!~NJv^Fo}py6_^1BIzWk5ulMDQDk$ z0EDS1g5zB&y#!#;g{+_~AQxuUz(f9{xM#s4R~|sA*e3!zC-A5*NU@c#&|Zh1q2;>J zx*u#RUuldmo#qJF2`vr&HV+4m&Sg=21_~AfEuN8?w8neen}omIc;LE=^yV?ytoIpH zGg|mDm^c8(UADN2sQ{Y?U+!IFKUMalFnPKZu?LrxiyaVj@Ey$N9rI%X@k+tJ1+VE+ zYhR97?2Hz&-JuxrG)WWut}V1}2-rGD@+rgTa9ZQD?OpKju{NEki}6dhlm%%YKj28H+V74brju|48&!`vg&-e_`SRPLzy z!>7&_7zT3V-fKt6(l2(cy8o%7DfQ-)4H0uvY018bViNCozZ?z7*f{X6$dObn-MM6N zz|MzJoIyhd2rAhY zbOeO*T=qzGkKm2!x==c%Rpu7i^o&0+o+QiWjbfSE0*HO1GeQRL;5=_W9&%o2vqJk@ zz?DbtE{+Mbx{5dDs|*N}%V&R1A#AI^nwFCvvq*t)kof&}isa9TEI&yb+(bWowlW)U z)oOO9SJI(&)QhZG)5;5U7Yf_L&vj}wE z64#7`YJ(piN5SC{tU#^bkSqI;xkAp48!o|kz|Q7_Ox3Jq$^DoM53u)kLz8HO1qpsY zvUcXhc{_FHzD)ATZS;+@e00(CV2PD`ElM6J5ljVbU_eTCJ+RYm zSgOLy@gpOEyaX<<4S;kWaJ;uvFxZhN1C0lE;baiXR%e z)G9LtL?xb<1waifzs4=D9P>ZKsFPB^W6>c3h>A6TfX8@V&TGus@Uw;MI z3S~^3cP<%r&SlsR?7$b5mb?@M^g%kHoLP8_FCOQoHNH1Wb{mPPI9fn>7wgVB7U@-3qg?Cm95o}xrdUNLt-S~fB9w;fbFV_F2r{_J6G~PGn zSFE#?&du$un4ASo`m? zzvlBkwi^#ZdoUQubJ*YDPcxCz;ZAO3T(xreM9=7qSR6M;HNVY%<_^2s8Q9EiV6lk} zPoL<`$E|asP6_ybdyVup!dRUw{_P4tFV%hQEO;Row&Sms8JpQlfm08Ohnn8UkHYHS zc~GOui&XI5cx@N$txb1LwF52&r24rmcI3#cz)_`&mQ=e z9U~ZBoo=_gIsna#?((_?ztaq6iKZIkGkw2jVg7?t$)QOsZI6@%m$1^(i>{aIf zPtoV8Kv5!Xpu=?qZk^2Ur=YqzslH}-p|Ro)P53e9U?VGqPsM}dc%E=g-Ljjbs^h7g zpC4%aXgTIkf%~27fhK-90-c}zD`L9MT|$3EF7_M+PaZ_wB2{>R<2fUnTJ8yL z9JUC?63HY`D$rNM;&y^zd$c0TFM)NXmElXf6@6!CQI$3BW`nKi4BpM$xcAY1XI0*{ z0dUo)`TYVrZ8Pe&3lj%E%7z4FXJJ}oKg%kr^L9J7MmYQmadeLlIJ@wyNj_el#+SAqw* zAXxcgHTmrDiW5;PwqWAn6<}c=7fc&m;Xz9^0u#N<6pK7F<4Q1PXQAl$U_GWC2Tro5 z-bC&rmQ2P=8V!aa!`0&YBBO*_kS&HY*G$PirR7cA#qaB!T2T%~nXzraF88hTzp8MN#M`~4 zJa~I<%(!~|gjCxyCdm*RtOYN&hkvlG{5$yt%@~Oh`+qnHj{h$Q@r(Wc;UGBKSpMgV zi2=^V$)2i23rYicK>zxoyId{5K>V92nE3Z~*Ry^BA{5yqllZlsq%chWv*7~7tk`we z@(G1ffrrM{)91Cvchi+#!_p+z41-0g#dT9?yu3`R-WrrOq_V&8&c((LT~ZJ&Hv)SG z5NvElXl!g`cCrFOoGX|&_+j&3Abq-his7T*ig6(U{x{HoED{XxPbEwkgvLGw#9kky z#UG~SFAO%ef7lR-!=oylc;MTNxIxu0VqWK#={( zR`4L4d}|$pR{Rb9!$v^c$E`u+EKm*<%$fu+S3rP8sNSi*&)ANhN`MDUw;7v=)zPL3lx2#WE&4(iDXoNp}v-45OtBUk|)B0vfahEdoA+8YM( zEj_b{2jw2x;oKTX0F;cru1|?1ACj=wD^gLRKwL$B^6+ypA((zDx-(7-@Vvu;J^H_V zxYa?5*xCYAM*ByTWyqi%tpQ1gU&>zowckOj0Xram3=9lHM*1M5kRW%B&Bq^?`ZE)_ z4`D#uJI6;{KyEDS0V@4W{-Um!sQaS%>IKK~tr;S2PJy&GZK3FZKCIK5+_0sTa>Ajqe$ptgBT7uy7w zM^KL1ef~=|g2?MLSYJ9XRMYRsz?TK|H`Wb2C}&k(4D#()Gz@PmNLwpk;}sDBAxH`R z0^$>LFBQU$k7mGkn+qssHqjH(fq}!F(|5?%yI6OaViv)s?l(AZ@D5_2&^O4J8lnxy zN)XovayNg{+4VcoIyA%`gqF#Syik>x2tju+yS}QVidU@zLPRX9J&vC#VDy|G!q%p@ zYeHF@R07G^H(iMSd!3N6a*Q=sdTMs-?P5XANPJ<$hC}y#OS5wschj;r2bbg$Z+bnx z`l8V9AxTfcdj5H7Xqor~)0*Ip19O-Tn}fus>c<{@ERxvFxcuOU;LAejlX;sz%`~EM z)MwQf{`}uS*kRj>2Px;@00Jiu+Y)@fh(ch*e1lW|R!lcy{ygKu$6X?ZPm_N7nkS80>}#GJttMCIyR52ba59+KGw&5pTb*TW()nD zk~D5;++h6SbH*^res^hh(|kfFPy{%XN9Z3iN0ABMY_WePL}9uJymn6cft2eS55JiE?^qMUns=Ax`I5QtTR#CUzPGdNaWy;cr;g=c8pvVWxToWozZ7dkjxH^=-+g!pZn-*P;TL8iv$ZwUoH=4(DIjOy9{W zEWCfST)E1#F++s@-qWxNqR+MGT|pUlj*@+CILj^<7$o(vm@+@OTmMM|RwQYVy99CP zV>Q=lDBdsU-T4y3Z0ADwm@cN`5Zzb9BaKU=*YzjMVrxS3a^57!#`Uwn27y1Os2I|R zpb13ji(?EZjk(U9m#cv+{=pc*+7r><5MBOReNCdr_Wa;-CW>uo)nWl6cZ6$>&bW*o zk*7x?sE?|$=F#M{MD?t4i;GmTb*ik<$lSDNR$Xk+Ex?5dPm9H2$1HBHnUEN@@cn9O zdM{2);xehitb;$NC!35WR)@r3k@XfQ#K9L?H5>$pKE0ZW!|je~`+>l3;;%Cm7}A~F z^;^;vveiiyQ}G!XqXDNVHn-yz^C9(rd?-yxb-VH7hc!s3j|FotUq~xhf(yYUi1{3z zQ3t~@U!p$gMhy#n3(YK?rL7WZzBn@)N|6nW)~18>1HMI~Mi@6Gp|!>WaspvUaEMoi6#=R54-bk~sCB zeKI{!G4I)4@$<5quR8Ng84PVdATpMg9qs_DySDi**(Oen>X|amQo0_J)3wH!;sfn` z27YCYHr1J5M>M$MPS2>Cq~A8|qTk%v9I)UO`vN4ksq(A4IXGvWX(B zCb*MJ)a0tXV(9hjgoNg)KkaF{>BMSkeTvE*^HS~HK5u;+g#PhJm`iljFFkNo)Xla0 zacx=;9~&I=n@?VsAHd=_^au;I7HmjY)DLma%}x&%{T%q9_i6QY`^=`VwqcA zsppI?s5Busz%_UThr!^;tNJ044(f?ib7|`-DW(Z&A^JS?>i-^&v4-5E-U<1UcSkKQ z)bJ)L`#3usvt*ca#A9W3$Nzlu;(u)t!!^@V&KSi}T#;rT7Kd;w&MutOa^MJA26ja) zsm$3I+uLAbA6p5qP_LWTg|zc@7A4w9_UqvU z6n68zRCtcLHr)aRje2g)k1rV0;`m{=N)p1&<7QnH=Y3AV-DJ}sv#5tV1%=NP{^qI* z&ulQ1J&DoGEC0#S*Anx9$Ev0xc{4!UhgoxTM*vn(|%_9#b3t+g+bJ_}85@nK7w$6Bw6` z?yr`^W6@5)B(5Km6>54CKYG7ZVKje&_Lbd(!fx4n)Tt=eAw~a}c!ZnpxV+{$ITD5V z-}dJJKJhBlqxuq)TM$@Z;!S!s7S{VD^9ckBvd_1`qo3HaP=cCeMYx0od^UjzZ69P+7KiBz)W*_yH=d1tgxA&($QIb zi$tTqksJS)KO@GP%hkoTi@sM-T}LIdd)-0AFxH8U+L*FFp;+v;T<~ z-GJ4BERlUay07bkJDQusSJ>kwU{_C+YLqF}(BP=V43#JHHoc>zY8Gi(DH&_|~hWXo=E8=`1! zHH4+~^a~D0H$%COfGG@dD3{dsbq6J{)j2nRU>aRsx1>D^BloonA75}We_g_z*EL&6 zkQf!M4F08vdGwGGj^Ul#v%h)bAB4aL+ruB`$K{W+p#i=N50yTaq>pVGY4;qz^0mPL z31i)D?(YSfyi3}ct(d`@%4U(xE&Y%yl15rA1JlllH&T`X1yAx#D!e)-ML$B09C?XG zd=hY%(_m`K`>a~@W3tgpUh`9?x;h334h%wE8L!if*KfE9Q7MKl*Whv4PwEIjG&Ai= ze#EU!554Gy1joba)VfE~5B7zHW#tJFo=9X={7Ls`@R_Q3S1$RalXPk!ab$S#p_7H` zqhW+26Ps4L_+fvDk(r?tJuKn5@|BGt71_gA(B_BarI^w zjd4Of1Zp2skH;oR)Y1(ncnTtiH@4IHj>ZI3Lq)Xh`ODFghm|f${rq1%bIB4A56bPg zep}f%n!zrQ{n}rnuNc$Z*e39OKn$1oq9^iGh)qp!m#suZf5rLOmOXphV*>e|$9V=Z z7wU<4siZOb42LNx1+EzeYG>T5C^{DGHzk*ObnaI|MnD|K02+}_)`c)u;9BiX2Ajju z&K%y!g|%ng;0d{u>!0hwBP=7}-d$m@{F7C(!&r1%drmd#0<(Nv)JFgV#LdS}?=L-I z@Q41^X#F;``TpH;d@sx2>AyW*&1vf5t3;NA7_-~YG{>oPd9kHkOPXAQLO=dnx@v@Y zizDR=bb@lK^ksJ;FO7xI-DE7-_h6=udTP_5RW+7JhX7(JwpgkKN?3~~g_3VI*JV#Oa4b2#QVs8* z`7x~^12vS@8!U{&i8+3Odjg!IB+YhPWe)x6<0tj)YaNRb^>-^7xN_-j*uVWP?EMjty0&Zm z1Y`0PZ3yVCWMjt>{jD~u)cnOoDoqyk^i+ncJxiU=jArGUh5;CE?9EZLQap*RdBbKs zJjG?`b5VqaXN}lYlQSh4&V-0w$i=Wnw8fX*-CgWzNSV3B5aa_h=o7gSc2h;FKLU)k zY$cX4J5}gy+HJ^PmXfOC3tf|Qs3JEDIEF6^0yan_g$IRB;rbNhmJ#^LJb7XRisoGP z^`mV_dxo`gO*Q8ae-q|YLFph?Y|C}&?>0W}>q*OQo_;TMiPvZ*NouwanO0nJM{)_- zn3e+P9xm#7DmK7|(&y3-Do5jtS)s*^a3BCEKFpmgvh} zy|~nJeoq1|(*3a?@Dj)Bxc-C6a@bGe9<$u+_mtmR#{CeceOX-QG8p&;wbLzUAL9Db z%vw=)a?j#K?v?wjEz4)*S-u&zL2eaB8*a`}JuH?I_qg>E!g-nnLj#Bv)aPGyCd+OY z+&Lf|%@uc^!}9UVADe(qf^_ zCib?_04<3cd~N4G&$%DE`}03n$LHirh!&3wCNP1`7kUg8X2x=hHUT~KUaoD~oelaP z0!_X_{Uh(s^bQO(D<^uY-Q%dfcB??yJ;>&*%P@Hdm6Kti7Hf7`Ops;hez*E zwyXqoG(y{cNMhfuNkcQ@q6cnDgRNsNug7MHBfF1;M;XNeiWAv65rduC4S9VFV-k80 zgEGJXtdqwIYMrfuruun6c<0vd_eG=KRCGxDXU%q4UOB^=K9}A9a#y{?VS=~LI}>kq?T7<}^B%-#SBogpwZk{6rB7LM(f_U;Pu}2l zHA4`Zqx+uq{rRoMkMX$TTSL z_u>ZSiDpZP<0m#EyX7z1+WkHX=@oDtWN<}orF`J~Bm18O2E9@TMWe*|WHtL+C)G26 z_b9li3}&dMHo9V-p4QOwQnidpqIJEs{m;z)_x+pLkFkX+_igFC&}2KDb03rY=YI&) zp9L)qkZ-YgT@taEert$e%iBZkYClb*DgQK~yG?5v zy2GR?LO3dvCn`#7iD@kj_-io7e|Aj(yzl26j|@e_NMF>u9uiQ|3K_F1p25o$L7oCH zqao+vPItWyi##0)40;^=korAn>g?PR4O8^e_+olpMBQEH6gi)!nG4i_nr$gBj!adYK~feILLYy*$h#qP$P0FtxX*OCYV-W zwrGKs(&y7Qr&E^xG{>RT5RhTPv`Ra*eeV2Z5e%3d7F4o}jCT98kX$Hw%iyq@)zCaz zR8CO!jIjD8MlmDw0r4V5{^u`Y=HOWfBUdl+0(U7KK1;Z z8SCxYJHq)hq;TRNl`zjoxHh{q*UVfLZ}n`~&-0~5P}@Ok)VxzPXH0kig{C?(i%!K9 z7{NTF(reyStbx5*EOj`)`Mjt8s3-zMB+F-I-e$Q^;V))S7U6Z$GOBtiwgN}N<|3!q zpfa0<_R&YJ%HX0tzg0&#veJl|W_h9NVSe)*lVWA$kRe@c-=u6xguPvliBNQ_d?i{1 z7ScaH%6>5>QTOW51ge+7CcBgS=sKr)AaGXa&l2;~&iQ1iKYcJ-vL;}NO}b|AfNB?eT-UE~f3f(1pOst_y7SFt zORwkm<`U+dtrE2PeZPED3f#NqfeBd%OrXQV{d_gA<~Y)2c)=SWrAsNAV)rBGa5yCf>en#V3RWW>W;jbcvSjj4n<56%223Q~F zx7{hEjRL*0Ih|UdgF2x;WwxFt5)|{9on1}a;6Oq`&1e7?YTLwQzE)tX&^k=LOZSDL zc-xx%4ujs)UVkp*G0N%nzJM<}6cSg@Z};X;+>-P`OE|*YQ&~)-bcbCRQS_hlBXzOR zY)zc|NdtW*kS$NcBwgEvIMJ>M19(;-UkIAkj^k+>djc5%#EZ)Al)7;cl+8-g^nXn*Z~luUq)Qa1W(jePbEngdSBr^493{G$ zjH0%JZB9s@zrd}*f2s$REalks;?=sOZ_zq+g|+9JG~j==&}Uu0`rznGXKx&*=k51oc<8WXb+@UKuF+I{7W=z9 z3OnVXoVkQ9FZcu${3&2C@oED>H<{8675?vsI~NY{b0zJXmS9cZHM7d-&kA|1LmbxX zDjD?U@dAGqT3=+&qN7dsW1viQFM--FbTG?~G>Tj^rl|T9MAI*DlN0N@coEMX!=mIW zGfWPyQD`vzAaKBI6JxvT`{Sb}mM>tLcpwn5(PYyjyn6j1Jt#4uO$ANNjV$Z&GU*)Q z_uu|I6uq&W8I=+RB4E1v-rF$dM8jsFlAbN{a(JMj? zBZQxd(?t~=Q9s|DXmW2gL-)@aFq| zgFHh038~VQ0Yg9k+J?{g;b+>&2w_g|yYB4M&4_&0(|Jzak_l3|gTPA7qK15X#&rz= znNeTrJ>WU#vH;sSHpFxW?ID`#qPzme(BN{%!*t#i-tZznFtX!_*@`KgvLIH{qAMXX zQZWCjuBk)zsJbd3Ogh^np6BU7lbEa3`ZF6>4i84j!5NIlR;^|W9@E#6kOIYhMcy#3 zCCQ>c((>Oqk(cCJ@~%?12Xzc7IIeQSjiRq5n3G zDuf|6?4hyers?m?@`Y}%rnhGV%$E$uwc*236idHamG)9%3pxZ5Zoq@5KPRrO2XP$R z<{%&uSpvV1XNaR#@U&lpu~wZM9383t*7?%woOJ~KjW`qQD&{(jn(@3QxxbJAaEJRS zD{i~|FyD~A{GDME_Z1ioYaKSltav#FT+U^<*`2>_M1*kfBywoAeq5^Sx&Kxsn!w;- zNCnr+J(bd~;jyc2Qsg%=VOjwg)pegKI*8h$$f$;wYVpr*)i&pdK`krQ%#6d3XJ(B^ ziWy&r>fEpo@nXi%Er9&Al`uBoJFtbDnu}9Ijw|(rAqM531WI~~5J0avoz74+t~|}Q5wK#35&(*CgT{q=;|pi3)V%gKS9-c(J=Cv zU#3e(e-N{4n@Q%KkDs{Ph`odrcedJ~{%T0m#X=*{-2WG1OatM;#YqB~DJ*&3!{u3) zPB0#MJp5&K1xI-{&@E@+Aix@RhEs2MW_Uv6;fX%!8Dbk5_^IdSGL2GmX?g$7v#8cx z5Gi*=9Vbvio#}2*L2*88`;)_IFiMQCS+DCt73Xm9uVsrPF7&6M%|GF*{Gv=A643Sa z%7)eFX(^>rKilw(ooQkqYG1+q_9cX;&ME8))YEX`K)nG);_k&3vTo2>GegI%>xJI3 ziMo+F@jO{qXudV1iRj-fE~Xf!O;9`{zx>;9&xhs9!+!{%2hJ<;{oSMEb3`3d4}|HQ z%d_>AqNXc@!i$PNtxObb>ULmoU0Y0^d6x?A8l?MC;8`n*RTd{;)=9##Vm91}R?k|k zR3>^w6~fqa*-r6e^kr2hQ&$>)sHn@3W&f)wNy?=j+O||~3r6~o<&K^-yL6?(Peg5i z)b*F-EDn+0qSqx(i@wGiu-lpR#~&gB`R>W09Bvv;w!-IagJKD_J?6*b$G}KtV!-8N zyJqUaD8od}7K0klV<`taawYjD46(F~T{1s;$@}n2eNwc8xBdn>NePZVR=Hj94#AgI zXLrLuDtC-kI8HaZSu)a@55(|XC`kOZw6qTV-T9cwIoT!O;}M1j5~0H03>9~}dGlQ#J4y-gRO|5ry;6!@Qbh3B>BA|xHN zKJp)Ke7u-CUbt^#klFhDYMpFSb@Wr}HC4fU&NIF2xRCoGtgH1cxnZhZxJmr<@4S9) zzvoWaQO%$-bb``8E#f=B_+{mn-mfUFvxwVyp(Qz2c{C9pWL%^;)#|;CO8xHkhZiTMokQfPRE>$;|>u=#4kmk zA3@LSMlyAtgNYCcA;TGh5sBked7%L%IL)s06ri&2yRT@S3i5?o)#QAlc5*355pseQ ziyNkY4@!D%k! z5aHj=6jCMFRA37*I^JQ+HUxYbLJH9tqJyOv0NVL)T|ubua(&hCi>mWr9H?mN*9I3D zY6D_XpOO)hmJQpJbmKXkE2 zS~iV<+(KyWXDk*)WEQvDShZE?D8gdlII#CDbkrwEBF)dWHIrzZCw=Qaav+kSA7b2uTnDxWK6?1Bf{4=oU!fm z*whGwGJDp}`WW&j;w}85PL%SoZ0v0LtHZ688gZ+aq@YQR&`SJwGM!Sxj6YM7_*FlE zhPD#e{JhPytk5Cmh+;vweFIM<2=u=?7C)(<#kYuE z&s~nl(-=xQ;z2A~Pzl-COf890oQvb^wX*_60 za{EQxQMXnf{hKHv<~Z8E%`yNtShA=izot-3M*rcK@)I;w5R6nuHnZoxgQB1X>~PckD?0Gf6U%gCnX=#Adv z_}%(3@Pp9R(MSBtPKQz>&+@W3Su5Z8+4ISU3=?&^@kAe{Cc6fcU*J2r77j32369jx z35-@y4*SiKix~fya~f`FaUauy9?<1xmk@OSzZjQ%4Kk(Tl(k(5SYVw&t_a{c4)`lk>EMiK^Wj#%=)mZTDYYP~z6N1x-5 z8INo2=W4BU4sQX6i|5Vjds}u&J`sK|?=*TzNGP!z&{s$b(8x6?WRSqX{*S;wVNY9I zaYG1*2k0RaR?t4aUZ&E6?|RyPA$Az@V$&eOcEIYtrXWNG7!Ya%kVq-8Aqq%HP~pHp zv~Q>2J_=B2c6~!{e|7;ua41Nxow}d>8$P>+5>ya(N#As!S?;7r ziD#g2%56YhHwFI*Olt!_JV60HM37PB51vhf*&eijyq+MtiwnbQdv-+wrUld;kWhb+ zb{g#u7$OM9UMTDDiCL&UP?6zv&sBdCcA!}@Y&&EfMD^eilzsH;>uh=e3CUf=^Tyks zq=y^hB^kEUkhTCi15DT`d<42dQ3UtG%Z8x~^T&XiM>1zy_LWVQW_d{wc>E zY*?|jgGy5Glo6Rc_!;>KMi@jC5)yKV!XG4#2jsxynEZyeExrc-q~(?)s#4(JHh}nF zJWH?{1P+47KMwHxB4pPm1_8T*g?sqk4h61n{005_R**nzA-MwcJikpP`ia8?yblg` z4T=2Qh!Z>o{da1%w`pa_TP}gqR922QA6>sjuI)YpsDK-N0(R&!Z@D zTMeQJ4anPeb*vz8P>xs+?cM&>qDEj8wBXOXfO_{#5y+?7%TMgh$J9R!oFc1z?F{!o zK!J(~{boYGsey*X}-$!;q1$&VpfN$`R3Je|v&L2Mqw^fCfUUNSk7J~%&iFrC#t07U@M+jjViPy6ami&b*{{ zYK0;fD=0M~Rkas`0VF(Gewo}**f*O*>KC?T30aN5z)mpEnCm9wtjDT{WXCi~xg_B6 zCiu?;2J!9qJlzueJlauitx3sJg^zml< z^XsS#m|87hx=>&-sE;v#^bNMDb01yvvH7eJQEGK>sNJF^# zr7oT;46|(5lMs+4^G1*-zM>v71#@-tMYf(ABm$~Fzu)xp#tSXF64NI}f0kJeO2;Ry zKwm;4mh`nd;5l?aW5=#JM=i9|j#JrNuU>{(uU1XQ2ibBvO(`RD+QuF`s@9F}Pjb(% zsn~j7YQR+W0`HZWh!S#C5j)=O{ofix!zM8Ny9>K0Bm$5mh?LWrd;aYTzHx z*wwNNn$zvAw{G**1O8GKC>>8~y`SKvkw>%(_ah&n^=bNR^2@j_mbl|rA?@KOl86Nf z1e=FmQA}Y%;DLtw**~LnUncPkn?2_h8vfO;Ch^`02A-pwm$qk%)sy_RXbU~YGs$2? z#9MAf{|ryx3OihW=4d1gdM5|`SI{NRo={SRT{t5M+A`xd4@qf@JV0Ybw%)CKeVM+K z5@L;3O`*fa?kdKc7G;}qG*@kj92>2fIxOU(HylnIkGJ6$FPbZ>i&|=f-1v+2NAXJc zbvgDC6F{!awmLX;!=lJTBU4ifj3`+);(@tF;p?h!5o}G7zcnXai>KKKDighsE%j7u zu4N@9=wnpoy|+H>{!60fPPh7%u7&RlbN;o8rugeMlk-ekkqq%EMvDOs?{mGaF+PZN zPndt-u_%UFL+jV>?%HR|45#B0qg8GT=6_0N9FQ3ob%QfG2U)Sze)vYCG+zj(7- zU1~*hdJZLZK*Y0Q@QEUraF<6zD19!1+;K9~lwNnv5GChR1`%mJ4|nX?Hong6I3-UIul3f5 zLa(z&rZL*n&y=S2pMDi17uN>U691_BQ%=Zv39-=hkzCnZDA?@w)c76k?+es&)3()Q zErQq-Hj;)c&V-5neKI+kdXW?@+!^~bcmPSF)DbE{RJJ>uhVGT%5^Ow0o)%}s@3cda ze+G3QU2%q(M>)O;PwgTEb0Lr!bE|4S3I+=X;hh?Lv(me~Ku}NnGttrCQUe9{{nN zJCzYz`DGMXgW&dY$6hl;A^|xe_D@G);Ls?kNV1gSeP5x=v2i%@nl`zP^(h4B@0HKB zvXeb}CPk&`n@2e|>iPrpoeBmml1{IUBo8 z_cPOLzBNs5YR%}ii3se{a7a8@{sHS0n>b}KHC=gHTo1G>Ym!QM@W7aq9~4~WMq*)~ z5}{DM8WOAnk6R&W90}i5+PYCKAG#?LQI#{toLJLBe?5%VKtUYQWIGP+2;TJ^p)}WG zi~@XEGIRIcthM!@2t4GwiyjBuC0jmr_7=HtX%gn~Z37w(B|spNp;!aN9SB%UteBRz z$mzLB)1W8KxRBFndD{@lo74iUuJPiKbJ$h_d{ov64zTypX`kw-SJ)`B;MN~xhse1f zWtFs+CCK*RX0(QyPSVk_tE>RpH=DPz+0is;H=`~DW|t1ek7d3(9$1t9OSo2!B55eW zdY9(Ri7slC#JgP3d~|;jNnPDk`6!Z=DG~HjB`b}`pr6&wI7Z}deR&hsWn!{-i*Re75;^w^ z`79Lj6h}*M72A~3V^SS@dM~qobv(CAww8s3lld;X5{Yf*^=}N$zx(^CF{|>OH!B;6o?c%53_AF4hv^wZ9;> zn8r=QZ*;S0SEuiNc8J>O+)L`OnnVBD-d>Aq!g>s=;G=2a$GPL=pJn?(PBq)Tg?3$< zq*VZk7s*%16R4tZH81uCDyp6WNq-G94<9Pa+K>4s1qurX7<=Y+46zJi_Rgr}yAtI~ z9y3CQpM(3A&~f{{=e8d$M!Iz zZCxj6Y};yVJ56KTZqzh3-`KXT#FDue0vw3T8CZ2S3Vg~h-ZgOk@g<#qdT-8@Dl3lJ#GNCT%7Y^Y&%U>tlxbUrLNz=Y%59ZBZ)v|s@ysPF0AhBQizT%n;0Gu za8v=gJzq(hbqKKfKX%h6g`0cN^(kF&d?bLy4y7{oa@%#8rBD%KmKu z@2MCs2MfU$s3xRP-|U^u9-zU-CZ=W!6tHgm^$C_YT~$ik!!>& z^K^Hmcw2j-S6S-;v!t=g zSEd@F%p(=~y-aFH@_6pMPgwPJcltY3+Y!O&fQjTz{3;>sJ+XBFD-DO7XY!bf?MIUR zlsM-7!SN;4T<3Fuh-v4r~tE6 zy%j49{VnU!YT4_xKQDQ|#mIlEKL4iG`H`xHz_07sks`V^Mf;2~RLiA@F{p;;Rio*SFQ)For_33X$Bl?;| z7{;=YsCa{(4N7j8hjbEp(zuLRu5XxUVu8^(HT(sFi~H>5?Z@*L3A#OV-V5TkLd|1} z4=b%vjB_CbeX29PV^)bfc`EglEPd{2YMC+jQCrG-W8mBUWVR?t$>S0!w`Y=1Q7f<^m;4s+U+kYPrcV*7* zyV&_C!gnCLX^qmBcM|2J+wKAQO8%S*W#TlcY%HTX4f3S2Vn+(JMx4>gtE%8YsvyiX z#vV%#>AIUi0#mHTr?G_Rfey*Tg~mYRGNXS$U6A{6Fs%~uopoV_`r=#KtZNKXT7~LQ zAYKl}EQ-WnGVq?w;S4VD9^UG{j;Z%HrbtGp?y=7&6BIxYTZ+`|6$ z2Tyc=X+|Y@-?mWvAG@r5%e=BZg({Q`D7@HkhB7#tF4hOH0=I`3;%O*iGV4b&rigOR zHfPSI*-OzG^&*R-oLR0FA!k@r?YZ7$giBU~18l?Jj`rE)OKUp;W0tHne@PF}Zr*VR zWC6zIWq${Sc}u^ufy~1K2oyh;`7Co!5yk{P zWyIJB3>U9o_ZK4s{uqrjuXmy?X&C)5;NN~22^f(mi)F`IAbsOkJ1e&@wZ$jK6C7{@~(1Tz?D@$z8?e(*~FRZPL%`d0h z9x=wEtW5n4<8Bs)luP&Qw|jreq>?Jw&8V*5>UQr;SW~4$j?Qp;)3IYA^j)*a>$t(A zVswJU<6D~TM9$jaklW78wLXEquL**vv)t;K5D^5n&v0d0o9B@Pnd>-PW|*@r*UbqhDWME( z8xKU*+A&6o@j$#tKhDi37p*Ev4+^B;6QlQNt^Z8?%O5uqq8HELhdQv-N{wc|WNG9ei|BF~wi;vKPfmV+}DpfhYc2XJS>`MOR_6)q30YQ2n{JECH|TuA8RotaeS>%#PKCC1r~m zxf-;(=srB&?e$s*z7g%G9L(y{eAkN3zc*q?`JGw~a5!nc3l9#PIT5lR_#BTjajMPu zi4UvY&(1fCGr{l?>#@d7`g2i-V4Uj0x{F8gdim`-g1oNL*%x&gZIDd873Gn<+8lp$ zZ+0Q1O)xiAlxx&sZ)U%z&n>c4Cw38PKXh7-8@kkJZQm!60{-^x37Z_vKDv%tb@~=@ zsUGJFu!@;DeQ^9ai@|MNSSo?INJq)D-q+3U@^bh^em>JZAu~rwl9__=CIQdBQ2A}Q z7^@C8ans)h6n%v6*jtz<*XoXs1-3_VRi)r)6Y=}<5t3+?Iv_R}#!QzCF*apVYT0i~ z{(LtgQmUC*(AiR}a?H7oWm4aS)qX@ht~|;GRG4FFx&P)6X2WE~0eLT(Hlc11)oDr- zH@|=PR-Mx@&>lB3AKR=Ee3INPxQNCNNGySkeFl2d#O>a5`*rQs~}Wnc;K zFtW@l_|nHXNgEDA-g6Uz95>TxMy?wEX<}&d6ey}nXn=J6jb1_fN%b4qf#3aB1f3aD zs+qJ&BFDJ&O~YyP_O1XzUGO|AP7O;5_LxwRi5KF! zQ!Cxpt5>|z?JBUy&VSWP8h-PH2D^w{`{P|6mi*#_7$O3))1x(53TBB2n@nK}aNrD1 z4#D1~g)ROgaRuXHW^c7eAB(6CcjZTGVWOUxeHQg9H5a7n<~kLRS5%+9CVBVZ2?8@w zO@>y?VT6v^y7M)9NL5TFmIOC zzp23^V8E)#)MJbMxrs=;=8QLl{1hFjx)=mzMHE^VX6oYQn-` z9i1OBzN5>}y{R}TDqMA-3;0JjzHisVV)cfjIqifIQ1L3BhOCf(F8Irjo#>E1W=oI` z!_%VKKaP+JE&IA^L3#$xiu~Y3*_N`CxU^vKs2r957*o8l@KkslwC*L@v~D+gnXilg zWV-jgQ^fTLEmsu)Ia51^uy9IT&}($(tv8&5q`pH$F`n7m>Ff!3jw_e0ux4YVAy>?< zL_$BEp_V+c+QPte*5B_<1UgDV14dN?O<~`u@vK)V7n^mA)Ql;aptWrm_Yt^&XNQLEgIVMY8Y&sN+^?#xxqRW`5Y^(}A zqY`(n;k4J8$!3Wy2GV@xKl#TDiL`us#!7Z|Ry#i2w2a8W`JT>Q}l<%89R7iCqqPH?wy)Y1YZ+b0f&f2oI>aI+9< zCbEX|TU_`U>-ae~Cm|1{X3I(kLrTio3+6quE>{j_S_@lZ+f%x$DM6hb;e0b!$KZCf zvZ)YbiyGO`kUq0nBF}~!h=J_oD}kljX+!zQ(S8SHOF4CWJ#weg?U%a-FpcJaxn3+e zDx&ib(ITP|{QaXt@1fB9rg(thJjcCT_~d#^!n5tAdyv2AsCk$#oc9~KTrlbB-jo)u z{zo4O<`{@0XKN~IIri)OF*hISR?X@fL!vhl!lYy56;c>ab;@;JK~5;ct?pYMW{RSq z`!y@Tt3Y3WX=-oK5M;(BlPjaXar_46h1Fz|$lZ{f~l`Bs;vap=X>A+HeVvDCG+mN!Fe9d961>H@g zC{a*O7AxxFmNT08)P|{i z`Hilkobm_p?p8CM7q8*FBbJC%;pX*(-!85S7#j`!VZNtd(c(3?f$0uSz~{h8R(o@*{mTyiBSU>aip(frBVgS~xV}dAd6Iu?bNH_NDh%3Mg+DMa!=T zejV-y@Hi~RTEFS|l%(Xj0~wjOCGIB^H{-e7hnN$-Dx0xeY5FT0RL7%0DD$;0yxb{_ zSaPVwH+@BuCR-|m`@yn32F4_OjW-lvSTc~SQTb`nsNitZWlAF#n#>aS4;&G<{)D~s zvg#!FYkQws<`_w^_iq)SiZm;xya^2Ij+{nm?E%sT@Ufb2V;VbRCR|(xGd7EUUJDH0 z%PHuB3-$3fI@q2!3u?TQ}WKL><=u za-|HIJvQqwtV4WkyxNCp&%jkXeW-3+xYz*P3nsEM)S;Y=pQN?#iwKaH_W7Si5H9Bb ztr3Kko8|u#Ls^*q%Qe7C4mbp(1|n7dK@BXMlH@=^K?@;~vE73hPGT;Tunl}jObxJc zfBq2sci@^j(FSsl@`kLbZ>ag5sGp(@Md|K&vs?&GI)cy8P4Go}I zfdCc1@qH1F0}-Y7f&qah??(cIL9MI9>s6?n7NlZsV@5xL5$UG*O4mVw0RnTFQc%GI z73Y3*gP!VDf>a}e(9ytP#)JEU_z}nSccG(5Ncy1m)a7p?GOzK@-``DfCxlHRzKMXiPKC??Hrv=YSAsT|+T0V+Z5FmQaefZXA9=2oy z+)BGWbAiWJri9EnqSE)CNN@TST6n|-QP*B?eku?FCg^)2mT|R}76U>Ad3YiqJSU~_ z#Z1DanV|RcAA2?|1dLdMygwS7)o5H692sP=JePm|iPIkx?A;a|))=fi0Snw#h&U9O zP)3JG_HlPLY>n~-$a+yhK*vQMo^X^tUVGZoI zvRwbP&U#@nDE^zYz0yYBad_7acLx4p=g4|<4wd#~{K9+7-VyN=-ZRJ^&o`OScaVgE z3y{^gI6bf8YwsU%)K|`Yy)SuPyicNo7yJlWTq{9dAa0>b-416DbHi3*8_2RuXO|rc zi{3RR-!J03rpV@b5s*w}b)G2C>K4JT$D>t2Ht3|mcHy|_Qu$4Fykd8>N#MXEmVq|9 zV;2PyIHBUSn(DLbH}F)~DLV@>&dupI2VlNXJ##{^(iptXTnAm!TYi!0}r2I%BOq+21vO4Dye@)BgsVINXZ{;mX_Goq7J<*Xy~ z5=)Yy;FSopceq{f>WtdIqG(r`%dykrb!j%X7xwt;?2^1SplxTq-0v<~K+`yE2lVv6 zlTYloO%CLXN@F6ZZGB#Lt_<51ELFa$2uGBU4!0jqrn+NRi0>odWW0+&l(pMIvB+8U zG=i@MOohTjnmm89X*RQf$uiL5#VpEyvuZUdpA6O|2@Q8FSs;cRb!%L+z`VqRF}Jk0 zMD^?FTT-#tHU;-^nBUTbOq=8v1lDm)9^LD?{ArO%Dj`hN(Dz{^o{y!)y`%qKn5wru zZ~nrmtBDlOPHl98Dv=C?mh4mI&#TcudQxQP*7;YE`yOpj?4Q)iP*`>0L70nK#iDP$Ln zn^m?BvI();Xe$*Z>YR?9<6#_$_ex<7Kq^=&i0c2ir)0>S&gO@5d94g;d=-t8omzVj z&55SWi>&g{n;AhHJe^ez0e;&I{HhiUU14jYqjZzCL_5McPapN#3zB`j)_WLYcH79R(C*i-Hw=+3aop2yQklIsXFC$`Yx1#rAcn& zwkF4z(R|lV1n+JX*IaOH*cw?LPUG1O2xe4FW~dKN9;X2rTEOOl2KHO65B`)#dzvDK z?Q46G;P^bociC0V$ljuJvc)+tmDtvXjINySJUUJBraDcHF;35W4{fpoe3+X9trWh$ zs{A1#1?WQEt8)6m%ztF25pAZt{pvX4ALM#tjQC((bq6D&q>w7au^*=V)9Jif-v|So zP_i?gKj0gQ2cL!00mc^kr1L7os^{izmjhCd=a`v6v(6a|5Ts7+1DE6as{_*w{A!PK zhiMdJFSBE*5UD{$2M=WeMawJyC?MDS?IYhOpG>g3ReMH$TcZkU{+XQMwvV*8+2CLr zo5%YhWRv?=7HYc6DJfhU$l^0r3a>e$``H)C*PYb(@uo9253F4ji-nS6*hpVq9ZAb= z%iVS4>ZjeB8DUcV%f|OP=@jfwYge(U*OkO`NY=zwbS-`0-h_-s9@JSgE*?*2&3;tp z&uG-LU6l<8EJjX!&vxfIvPdfp3Kt2mv9xhdO&JG=0*9C6^GN6IB~O!{%P zOrZV4H{6L#9=OaI3!SW?{*!#k=gWq6ONEeZt~;qIX*b^2fgh$%`5s9G|JK+QD+jicvG#scFuXWQ@e2Ne`+2k>MJzXURn{VeA>w_}Hk+-1Ki0!X6 z`UH)h%Eyh7S%$V)G+vgCI`DbS=V+T~+&VuNscUH30IY0(@ypqx*iWAx%^3IQUutxW zjr||n-ZhRkMtL>LR}RBHt-gCVhns8b*qyz(6;W)h#nxjim&JZd=|~`&e-4$#*jC_c zx;+lmcp<+-%46+iPnD^h3p<3tAO*uJ15TmrkWI5KA0GrL?PxGD;+F7qcGl= z;!%X2f__cwNWA-N(?M>NZZK$>Zaas==rY5Y{_dNoYVJJfurgF$vwN$$Az!m=w3@_T zNtIb{Nh@1~$aLu<@0VJ>0Zq_Ej{y|#4t&C=zP1vroc`Y`( z%Hdp%5NX4|(>as7q6^XH-1&>i%NzYdQ;MDRxSv|x=+l8y%QYJpVR7Jx-XAX;7N*yQ zC)Cj!Z%gdx*xvnB(=NBoEmB|5b3BMGkGgMZH#^j8Q+eD>p6$@6Fv{oY=Rill!#`L6 z4&XPr#9{B5go&9)zyYpwYu2z0d0DVg#fGPfpQ|KjsXEbDkaOt;cyS|(?F^IS2Cd6v zQTSXmg9zZ(I|VSK<+F9RLqP%44x5oiTM?rRh$Mv+Z&ZUm{12WPHbC{sI0(T&-{D`ABfVr+Ku$6_cNa=t*#KwOm|XW&8;lgEVk5dEm3P{3Lbi+QCoTE*c_R+JW(GCd#(RX)Q;WA$hQ{mK=!v~ zQ5JZ%J**slW*bh#h^Rx9cp@YOR0fg~K*qDPcHw8M*2&WB&juzE$H5-J+tR+;+RRT{Z9S~K$!nMv3Rheqnmzs1fj8M*Sl=cr7)1l7Khon>_Y~< z%H=OX*cHx%5-RV9kk}-PQH1U?VocIj!h29K2G--m;NCL!uPT1oBMnhB^Y1vF<8|}HP zD3~)jwKw@xf5Gv8$lho|kSrfUb);vNM<>gn(N2urA;PrU3r~f`G5?9O4nx_-J8*o7 z6^w`ex>g!T(0&`P>h&f{0J5!O&HbHTfOO#i?v{oTjiWx6In`N|mn`tkc~Wd9%pQEv z2H2goi;tEcV*H02xs!`>F2VTGk{kd29!VIu&|bA1s$gDLUTDz#9-IU(3AWbb8EyZ! z-vnQ1h3QZqWSU)%5n>zMMH>8BgGFO4fGNo#-g;3P^SwDJ~8@!niSqWljb6 zozjg>zMRPZ1t!vfkj53UrK2y!$xLl@af^l7Wh%ABU?qtJvsu9zC8$qB=W>@yrG)Tp z;}X4ahI5R3!@ZjX*uln;yVg4VgUAPOjLY;_;!G{xD;slDdrqH9;;Wwapj&3thGiZ_ z*nva+zVfskXN@}!_pxxMHfMZar>cEys#W(sYLNEY!?I-!3G9!jNT)*o8=)$yHm@45 zz`3fWkmx0=naY5ucu4a@^^p*cH@M#;54J6YUm(2Ur$AdXV3_@M&F2TH3|BADF&S2= zW?5NXi!;BUTPkS1c@)8_+CPZ*9S?&sYDKtTV^mHbJh@+JM!WYletmE09xBboH=qMzbcn|gONXRB1H@rZ8V)d>~kLK8ELL)8?zhf_tEH5(tlGVZ z9tIM7Hmpzl@Kco1R<}jrjoV2y;+>HkgKknRc$g>*EQy9GwzCV)Z)3btc$pLANW4}! zx)20aWO!$G<|`vLd!VKL|SIef9IC5?52Ph^X2- z0C&#uc_wn==?6C$g0Lg5%f}md^~IcEwF8;ptRF3C3>+(M?UwbZSSAVe7fem}?nR=h z5%2z2CaK!O4lZkRFVttr@;6}#w+|$|@T|qO*Swke>vK=?H8p~&u2lu)(0Y`Yk5-jg z=#x2(IO3f`FdTU>+G;Z2_Bt{|c0ow<0mf!Lu((-7#ZH8e{l+FiXSrsh?{?S#9Z2>4 zDTeg`{;N9C%y6}B$9==_xV9eZj>c89k>@a_I3%^bXOx3ow9>EpEHvTelzDN}rXjIT zn`SWm$Giu)4T6y736&rvLIp)9*SL)XI5N{i#E;oUk8IADET*h4#I$jW^~D1pphuhI z$A-cRQN7Xc3-j*QKh5)%>l}$}yVd=Uif_GikpVqErdwj9@uXIrlv`-&#IHqf4}UWq zuMBR=%V%AO=W9#`R-PQ$P+Bu7KeTe?Rg;ReG8&TDo3YtRay@?w4K2uX&y-!SsH1{v zu6gfPOKPB0^v9aYGI~L@Q#;#d0=b!`BQH^2v$&p{)**Fj3^cxbN0q1x&lTdPiM!i7 zu*G?dlVq|Nrj?A^6=N~oRinpOG)p+ zi-p17Lly6<Nm=Km zUJyZbTHMkpL?6Na zT*~iLO-c!PP9T4uJ!FN}pjJ^m)?N~RbBaY9L-0e^@78IO&0DMk(?Hd{LSuK(UK^X4 zCxvsj5bDu2h(4_@cW-=Zl`>k9bQI(|ya$quGO+9{%$>Kn-b>GA&(gF=Ep~)=R%2pQ zCjF4GNsZHuns<$yxxj=l|_aeu0pcDhd$Vi&(@ zw+T9&RJbu#T%Yp~mF{}_B_S*IpC@?b#4Ns*YoB=v0?IVw5{0*Yn^GI;E2fIP zDoEEQ#vy<6A@!%MXhX&(LQ7Ihox@LcY0C*CbaZ?Dz8kSRn4Fpb2vP0q+H0GNtgDTC zWHI>F8=eW-wl!K#ygy_me#>x8+FdNiH=XuD^29Ne-I*NqW_4tJKM@O;2H(3xv;3CD z)MZ}YKic~}7+?XdyN4Q=f|$qs!PVgj|EZD@CZBaBdQG`p%hdkQrfg6|E%wZG6p#~#me6WhbQ{`-193}3X2(VgyhMS^HOoBLpBY9bV4{xtL90#<^v zqTk)z6c9<3bto?#iAvL7&=CK3nXptwy?{J~2x@M(SJvTlb{-qe?tmRsjrlvwx^6Dc z4)kZme6S$G<5K6A=+w?&`d_z;*O^rJq!Fc9CItUF9NyJvfqv=3vfacrbm z;!6#`C$!3w7jB`RzCY8mFLF|ueTk{PeD>cNegll}`*`J%*2fYBs~g1sj<&@{vJbRK zlDi7{FfjkFaGiypzkIrkFed9vt{48_XzEG)}=xPC-gLw!R4j46zUQc`2w`ghuBBFsA_*9 znb4gBGE+q)m=hW74Id75`di#2bD|0YB9Ie3$fl|t^={%@z*FlO8H5^|U3)y;{zl8@oOzQbD&Uk9Kx2J!O9Sfv`}~vP{7tJ5Rk$bu6Ylkg zrQiXCTYcZTi-w@vmI4Zel7M9W^Qe3lFONlK1wrZ0spidxz?INTXBj&iUY3`7Ks))$@1EXjDC&Wf6hRgrf^ zJQPwyj&339u!#H78>l><{I3^lGQhRt;LRD+C$hhzXO_1XH{$JLNkB0FUJ`+3BPDGM zT~$Le-1?EVNb8euDB=x$<&E_9p`?*Xp~kG1i=V7$!M@=E${zjwd?g{o!W@_9C4hi<-+{)vnI=a#Padjyw8}2UoDg?H^88p+&EkGfm(+ZIw zeWO^^Q|wE{ecUnnJ6R1^rWRqBT4Bclnca<~lQ#UA42ErDh$E*vf6kLsMw8GhL9wJz z=y4mG{b0yZa%6`Gj&-iKkaJql5cxn`MUM=ajd5fF9G>QifWk_Mwde~d?sA~|V5|-M zMe-|q9JDg_%hg`F>@LA%KVWjFOHLTta7B0urzkOU_A~TOl>af?0OK9AR_vg3b6Ap1 zrf!0x2RS27?+8HFR^eVX%GlByQZTEH5-~x(xz?i!4Sd;I)R?uiZvE*TCaA}0oM4*) z*-f=Q4J9A`rr?yWjcxg}Vzuq9FITPm1w3EOQr)Rfger5bSvx6u6i_5otD2gW#MTeI za};)tK)WH{@E~#bC;LZ?l%E>nq+YAGy4VG)&|$^HZu3E8K1JedK6*5T%0}RjnP*#&>r8qe+`R%}d20i8qMz)b5 zXiy^9%9k{G6mkBaQm35}TQ}`&Dxa1$J%Bp>%spDXDwA#usS*`?wj7)s2*)^N6^vTMpr=w_z&Dt94(zR$T zWyS07Xsd7o2}!Bw`2>QBJGi^FO{KJ53I@{+N=1}BOrjQpwSZue;mjAY6EUdI`B=z*JhwEtk<$4!MB&Qe;kp)1=W-m>C#7v1g4TN^xW$ zCJgj@4`!X8pXcMvaV$S|Cb>vV_;o_)7XZ1t5edcFMsiUwW2VMM=NkHJx~)h2}oQ8QPWBd>1#9D0+v4X$PI)>3Eu-Sd@&T zzyGhs$oju&j2tX%|4(D&(W2a*)9}1(CABg%sDOGqRDohrSQ@4Sn|+8~?K(0pkBTXqPH0L}+V9^>eq2 z4ISVYYWz>`GF*t}w+P9<*d^0{!0C*nJ&ZIxLr}=uduU(UD5oT#3bhaRjZo%yAZ$6v z$oR>cD6n@Aw$6?}i1*$FL`NgEq!PaVe;DpV4Glg1m?<1mH`4u%r)Ex_Y3J+l||^^<9#t3 zp^m9fY&`2bqc6!k=#JGHC>SwlH7hc>FPSVK$s;im2n)|YFE?Bc+&AG*rNviiU%2aH zZV+$6PhkC{=JQ|}=XPxw6FQ)^=MPEeB(k`VKPxu)wCc>R@H25UNF(x_epn-5z=dvM zb7pb|-`F5R^Dei6nL}EIR4uCZTr9vf-G>w8bJv~O)Af7*;{bBS)Fh;XbbbN>T)5i~ zI4Isf2L&U2yBvEnYpz5t;q3pqiuY&j{};Q&dCX$cGY+ZyZ|pJ}5w-W@zp=}JmwwTo z0WYA$E+E5D$Ng`#KCz4d{Jr)wp4cMtF_M2T2;%U+lCMcb;(e$}!SzKra3NP$Kd_H4 z?dvNv20_8@O`H&rWncVElIE|Qr~qL^AT##v$@URcCtO>t)TUHMk<2Lwb3Qg^nt5Pmm3Lod|!(GeDCNEj^e4eaYed}{GUp76`0 z4AIU9tp7_2Yo)kL`SG<6v{4YQ7xB4?k$@_$g&1TF2(cddJ`VM>^X5x%?xShsi)ajR zd+9>`09ci7!2N--l~1MTuVJf=jGj(_EoS^*@Ulq=FKiuR_^UL{?^8?HDyE~Zc9NM5jw}^a2mBEAlxB%$WeX60m7yJ4av9P!;_a(8nr=r)TJYuG7 zSiZTs5i5Ytg8P&+BX5H|bbqjGfEt2S(Ze5tK7h7(kOILz=%0fS5V6g{Q1fq9%%2E% zccEae7k~KAFFy0bWFoP^AwO0}047jxkgB~ZJe2(#n=UXT5Iv?^Vov#AQeUn@lsl$y z{$x2{LK4~5lgRSV0DP>^ckCT_5zJ3{4iG);I7tPMefoRaxDP>8l3!`Vc?Js6`V}8l z&%=~A?!b=>0ObYgwaOWcpPw(L)BBEa<*aL}i;)F+7z(^!H!T>9qE8pMx6S%=-=e*x zX^44g(ZeWi94bE$g$|DKBeTA`R>f=`BWqb*5ZfcSNrRA^pGc_B&XaY=cqJLFHmx!# zT1b&_U4?6h0sF;$^9VYxDOibDF03vJFYqLTV&YEKELp^njl;n99mjK_)gqADR{Gs`1Me_b;COX6_)jV4K=;Sn=y= zo5c;CgQLlT)#UUxTuAkn%jN+NHs3laKGzBBR4HnGSwPw za$t;R6>VnWsxD9@bEMBNYa)s#jO58FyVLUKPXO$c^wC3A*39Z36Fjej0bn`_b+2Fb z$xqU^Ws&gUH`|_c1u+)@lIch2v$A}*Q~XF*Uw^);1LxF2L3n17lJhV*@1Oo1MswsH zOwD4}pk_zD3jODO_kA@p)ZBsgUp5eGc7XM77EcAt^ND71ub^w`Poq_Urz9SMk5@p5Qzhk(bc z;pu)>+@~R_;>V%a$7dDxqNFq7_ja)5#k3dx=*+By)9T;E0dX1Hh;i0W=;LNT2JG493h&@BjcMc#W;Og z_J5*jknyjiB+ahyy2fvimfPFsk?Jwl)u_Ma7d~W!zvQUT7+_2gD*^K|2V<{goaA^o zNwR9i-rKa!5pjX3LU{U~*Qdk0GO-sno}UW0ZgL&>%i=hd*SQn3qyK6kMyu#8G!y0^ z#j*7u!z{uFj=5i@+Csn-1^XsxdS#T$IZ{s%EAU?TL^j>`#r^QPI&O1%f=Dpy^9w?I_*?Md{N zgWhxlti@lZp?X*a^{*=bq8V=0pa8fV#grWaGdnX6PV(dtXiTa? z!Q-30Z=9+y$_HVNN&yw};B!V1jd%n2JfxuWov##%h8L~pJAmx7s%KsuFY7os3fE4l ztLT;z{JUOkRyMEaV{}?ArJDV#D@lXuadv7;ZVX4GAkp*1!?Y5iPPeb>&AN+I{-kNM zX`|RAtOR3{7E&&zlNmz(YD+PW7wvv2t*qO9zLNDOc8t;^%6LN_lxmcA;kuouSN4c7 zao9zaY0bEg8{qm;;bdfIvxvHi^Sh&aeiXIK%iC0x4pL5f{dZtfT|n^D4W-o|jXE=C zY^yGq#sNWb-6|fvwBI_#&?g+f=wf8nrQ06r#h4>{60rov&=q4SKNXH4UScfjLv=G# zH3U}%u$jGd<$e!@b59bW9~1HOvymnXrcdICryt1JUICT(=DeW(5uVF`(mvRZ^nI(8 z3Bzs&LUBGDcJCw!K?=PLb&Eqt9WC2Nf4Ny2ag{GM@{OGu$va2EAw3+ABPxQ(P1us6 zN`C&uyI8PM4zsv^(am>_Bk9JKy$TT~a*mu!{^_uBNn*dT@LhBLnaiun#eB>%R&O0+ zD)|{lv<}b;W0Z;0viN0)7IXT;sXv>Q!p;cUTD2k0>ZrJsYHS!E7etHt(R8^?o(M}4 zo0emG&3M(qD*1WkBg?DcE%i2kpu@;xvDEiM5BKsBv%Lw7s-4XrYWm&PZZmEu%P#aFYpCTK z)ci7?gKJYWBijopd0y;I_k9D+x~9`8Q}|u_$;uciu0jK8!$*ZQ4dP-rvnLc_LQtk;pN8r z&mYa(^ch@Ne8OqMe8*^SiIDW`GoI{QlyZus*P5NCMu(T3hZ36e6e%|v2Hjf(ZVzmc!-`sbqddm z4>A5mOAA9GAz~dqBNP(=8=igCn?8U$hlb=?_@^;jPs|x6zcuuI-dTCN>hIBZ4+OM+ zui+^V5#($}T-2#ty7%KiuXziUd(GCaM593XIV3g=d_nP`zvfZu(})S0@X5pWW` zQG?+_Ww~ZXq5f%`uTiux)%b|smP&pKSue}S>!F|i?tJv|DaBYez~*N2PCVdi_5Hdc zWdzX;TRMx}DQRu~xQS;DQqiVIPai=bpJ<@huQ&(x?KUNlB5!6gVyQa&avBpC13x!G zXXVcF5UW*9tux$76Q-1|zsUFcMNzF}ak@g#G1@|wubTcJoNN3XOW;i?Ki6xfJfyW+ zA367O?5XGo1L^fVKSelvUK|j0G?a=?*a|M{HfW&1Pc%t>D8tdy=W{f>_)eS`^CsHQ zYL2*Th~K~#Y>Jx9-^S9XtBH!gSEl8NSh5GR|819=u92D{F2nJ2Khsl@>s)#4mOAR2 zQyTsoiD}wL36YGJ#zzuic2|6{w&{>BzP{|HO$O_!yBuFk>b`FEW=U~W z%Nrht2Ggu^ImF@X9i&{Vx>sTYx1ea@f9)k<1_07 zYY|}@uY3L9Y?GZdD+sr~DtFLbxaSx!0_Ct^_aF(?tO5&-MjI6nW~x8AQ|KvKW#wHX zA&uUDm#SVE5oB866#-N+5g5kQZK8ya_DP%}^g84fol;E0dBd!xx%g)iSpF1F-#Mthf24; z9?#hD2?qGpWJ1wG%n@2IJ$Zp0C-x;kKBxT{;kHH1WWhRyo2^Yhb1WCN;WF$d*_8i`NwYU zrEpeUE@KIFX3;L^jDas?9*4S{QyG=B)CFE|4rX6(X7=HUbd2fgG`P(8ct3X%3*woX zW8X-5lMpw0ZzNO`T?HAak|mnIC}X9^aq-{iQwi@&MnKh8018zFs!0Na@4>{0H$d71 z7eGV_W?sI}Nji0**SD@oI{sD0;iWk=977^RK!*oh7%lt+M54Kb}6oB{Ri#PLET#pKf}Rsp})gu_qFcd%<%*V&mJnVdffX?<7QL8rGWvl z=QKwi3lJ@L-K)!y5YZEc+#zb_X-$zI8j^BqZaL+N?d!a>u(Y(YXu=T8$K_{(5Uj#> zE}%NmAd5V96H=mNUY7$0nEv~D@y7#M0>r=T6=}{mUIZb4gU<1 z0`tRN-6_`^lQD?(lI6QWN&<#e%jnrfPFNdHq8h730YkmVs+@lp+vC~dshtC3->R2- zeXesF6??S_w|*~0y*DG@6g}tpg#y`WVBkLTuW(w#tMc)WsPoQ_4C0u~VX10Ao=gJ( zh;l{@Ocmi(h;;VhxpT0~D#-gNdw`EXLDJw>UfV*-;4mf%$~>DW}L zm$~w($ycw_H~bu~aZ3@^8P*dVTKuGMYkui$bcV8aFy`ufi@}nXzBq2!U2V)klnP%o zcFk{!%_;_1All1}YcItZ8KdHPn_Am}Zmvtwj?u!KNJ8V{!=Jy%%}kae+>j&^RFbOV z=r3T`R0#Ik5Bae$F38 z$~72%aa>g!ezUwgp`!s~SWlLrF}a#sNJyHLDKRlL)99RITphVrOI0o4{pVT)g3Z^n)l_VLl*Ta9L2%-!Ovkgg%aD|5{I5DMWq=`Iw>*|uS z`3y!y(Ey(Nt#FD%v@2t)t(veD>1ngrANTK4gqvQ+273f+BV>G~Ya=-}L+ljMdY)S2 zcOwRA*P&QVH7duspFH`#YDZ}{HUov8_q|? zI67N7EqxGj3je%%6y^ifuv%ZJV0hiaV7+CaBPGvxKq+A~DVEm1crFKv*aGrlnViA;B zFMAacxk>ssQ;1$O+A#{fd~mO*zkHXFR4zWpsOmXjj@9;xk$Ffn;EBFw;HSd3n`fR% zkvXX`1cB!)!FO-O#Ch)KOFMV%sJ#?`oI%RHoU(W$!X?oxVDSsHc0HLXh~ov0y2`GE zY(L`pViKmIvF-$Lh`>ca(anFN_*12>s7#2f={MKn!t!p^F|%6Mu!dv05{eu`@_s4f z(uM_{4`NzSdzTOJ1p+~$C>gxWM>N!@>C*^Svow2haZY8?`V*ZkOzceicrpJ$tFw5w z_FUd5s{2EyM0uSH&&Z4IslBM;%uypT&C{=bJoJXbNH0ETGGr>h(aV1oRgr~0n0(`+ zM<~8=R?V2*=a{Mxn;SndxTJUd>_Sq(T0c>@JXP>(FNeZ?!NxF8NGBRo>zeuy!T!&D z8(mD$k0T%R)Xkfg3qeFwOXbgw0+))& zl7Rrm(x#n@#7|r+n0B<|O2e?2AxgQCIS{AE|$jn1is?QY=xps(dB_ zF5tCrpQB>6JSi1T;?1q7MU3$yr_%fFk42^)M4-5Ftxh``a+^LTNhCm<(0IVwT6aAv zUAFbnTW34B(H2}G5yNz&E4-$+74AJ?GZmxE7t5fzDi||0#%R4g{ngR^hd5uogYpoY zB#cq|$EX8vfhT|4RTX|Tr#N;HvKfn``}OqT3CSpSDJ&(!ziq8dU4&9GUGq*6jn}&_ z*NqIT^5dxCd!`!w@AT7(S{H@q$!!!q8QwUbdP?XbRN7XvF<9`QGKOy{r^<{+2DC^% zK_?u<^ZL$w^KiM=$l?e%k7@NK6oeYfsQSW~+9hGF5;K3?H}(YK3$1nzm^;re~sHfme_HpaKKLT2~qD*K*A zwx920${c?aI*7mOgX^5|3ws0k!zXNm5pw=X(ipy`GQB6!TQc90Yj=I+b_Rd88?S%E z{{5H2fSTkm&_De|%2&Zov>eR9;*;2Mf+1HP_5Mp5Hn)8N`iE}Mt$jQF`*j}eQ|4o3%psc@%(C6*m0rtaa z{Xy&tZw1GxBr!v6yd*H)CNshxz3?`bk+4_awBu!% z?%m~dvJi)^-}eq4VB5J1@Oh;<%kA37#l?R~(!|4k=>t)c=jIPGo33u&p6qkU3qwZL z*HmKDcynZL-^FIG<6GInd75;1Z+D)Nc<^&B;3(Wze^|p2*j*${+ejUZ`I;@kbA#l4 zX1-8*L8GfCFKhUWmiuEdnnKSX=25fT>r~(tERA{f(Oz)?_1Z=c#mjp*-_YgnQigx9 zWAE-KRV&6aUOqj0J8h-99idf;Qvv+&NP>Oh!oUJmAesI&B$AS=h|(g*h|JnTkl+xr z)Rlc*0H{GPRHvP0N@f|Vl-^K@%d2v#Yz7OXO5A@Q7`_N1fhSI5*p?=|e&Feh6QlQKI8M)4zqy$h zB<{F(Yd7rZ$H|eu^JpV|M-|Z%@&*2hn{Y|hF*9}sMfh|oRlwCOEir-QGJj$cnxWQ| zJfyjGF-<%;Dm^2AKY+m%6MZLePS{<1{@rM}!41X~Vz8B`zNn*_u7_+e8eV@+Vl}x4 zpEP#!wieSW-D!|gKMw4ovuwFledh>#2j9O?gl4WEVeP-{#CBv6KKrJ#xpu}|4a6}Q zms<1l4$^Qm2o)ouY5*NveF~Y8qz)0wP3VHXvNTy?NXqVy_U)Aq)qoFTZEKh(% zCOrpJmVvZkg=V&~fl@f47Ymi>ZSY6-Pk1(`U42`CT1Hg^ft9dRf1X`{4Gi{3Hyky2 zyHAa=xrMZ#fzZ8q;g#G$Buoc?rKB_ZeW0|XlL1e=H-VwKJibkst3ZEjTZy%~^g0{% zhgWyoN&y+MLngpW^$5D0+~Z~cJ|2sqbvD#S`lz=pg$aSc`5E?*u3|!tUJkwbm)S_wI3{VS-^@u zN_Azm0UNOReou@!Y(c^N`r6_3d;Uh3;|UX~Tm@7gk($pv$H#vPhnSHG8|1NlDJ)=X z{Oc_36*AaH;DGVY9GU@9e8jfamVJ408J+lk^~SPaNe{(-VB(uq+XhnFCT>U68av$c z<=6>@wuEzaRLTh(CI)e4ooSF)?4sitlcwyRFd{j(*7Yb zBW;PB=3iZ7l*oS$C7ln{)WuRPpTAJncYNK0QJgJ>zY^oKkCY?6=BOoYwO zX%ngGt@aseE~-U|S>v3e6co6FU6N!yPwF_e1jY?DerjyA4D!(3ft0IP1ko(fJUh|X z-?>Kp$d!)^ZTG>|O;SP$7RT+;380XQUOBsOcr|jO7TbR?NuY^c#kQ-gWfsT7dqyIE z9vdt|xbRB#QW2G0E6C^T1&o4u)MrW`FucbxQ0Euk68q_DAlP;$13v#9BtyF?pLOzi zXFeOS=rlM=zjWGs5ET~j(f*}lRf^U&CDGgZ8C&@z%Ov0ezcJ2>sd3Hq)-F~zu?K`d zxQn#{Z}xxWu2l%Bwu2c>wh!a(_)@}E>=Jb?-M!cw1B-}zLDD~dE`+MgDQFH}1Hb3C z2RK?j?q;DroT_Bfv*OFAr{wZBO*?c@m-+X76E4_VKn%EE~npnBb6 zO{JWXc>)E#g@n`T&H)+IBlR^nZm78={nZs)1UY}JWW7S)A6@nxjT62+(J`vTt$WM* z++uYDyUodzTKXQXqG~ozt6(9Ju!s?OEEWGH%9CQp3#Y6eHE;RKBV!hlzzvliC7!UW zNI{@pOkLrwIG=#csMTtND?if9UvLWWb8au>gi^k2_pWbmmQI$yTq(MxFmr>zC z%Oig^XKqhmT9|=%%>r$R)WI3fNF3oRpPF(Q4104+}uMOkYlRAAP@*N^@p9m_Tm|#Q41v5uJO*lIO*MK ze@_0bK;l5461sQ9n5FZUb<5IWR>D-aqUl@lGv4gB2hw6a@nbxr+iaAtF~(>U&RKuP zd6_>$@nqx1yM{}|(1ZlY{a&ISdz$jZfidvlghp4A}Dp6mIL=FPG_16{$F+&HT=ub92??=)F3`Y%Q0 zryuXhrEm6HKCQg}rs4|^#rWf@Ojv(#*{YoO(hTG~^f*Z^lhoyXv=5?-wjsKcF?+Bz z{hi5P#dzri+XQL^f=yAT&vALUEqHMM=PRn@_`Q5?MYtYSyBGF-$sqRQu1{3{=!b#R zSj_ZIxdTyZ4=oJ1xfUMDE;UxtCF||a5cy(n&a_=|$=oeTKN%{t>n)+^4uv&Pz?eT1 zEYPMn4uz2W(gsO^;pflDRRJ+=P>P6y!Pm$3x_ z6DK$|ATS_rVrmLJJPI#NWo~D5XfYr$GdD2`FHB`_XLM*XAT>EKGnaAl0Tco@IFlbK zDu0c22UL^Ywk^`c2+~1{5_%Cr=v8_z(m@EIF$oY#0!iq-R{@a@q7(s?##W^5c@H@hw&Oj4142i&b|Dyz-yaNvBDl07P>FEiAx_@9n zXpFrAzaY>PiE{uNBd`dJ2LcZKH8AiF)CKWpG7x|pXzGB({=rSqb~sNc1_8ta&PW&n zg~eyMqu>Y(5WhLlL|YGN;EF)~A?y7i2m=3}4NwFm^6zqgvwsyrqJAesVKB6dD-`98 zMA-xFkj@C8frcIk=Y4P_%B6hGkK@vtxq z(iMjVVUfG^&+G>9(cnI(x%pQRQN`Pe~CB1u|N8v<$p$YkI2z^b{U7@8`xQ3TS5;Hdzx8M0f5%i*&|W}a zAu%veNJc^eC?X;)0hE%G0e|}cvy34W`L_-5e{!`^c4(l?pKkHT^skOR{tAHauQ~XE z|EzTfjaMxK$oC(STZ1LQF#MOu|F_hCr~Ka({;SIWOXUCEkcPXn^Y1X<@A&@_hPoh~ zz5f#MqIJjN4WN(4+W__7R13r()9NGONOzb2j%wqecq1sI?D1k25`Pf~fyMveNUR3Z z3jsGo;$RMcB=ZM1`(-s}Bnn}O#v*^cTku(6@PEbd{(?E--yc}KE`Ns*c>DZwUv(4= z4gcjcQ3**P6oY|!1HgDWiQ@0uR|IcJIKu0E|!a z(TSFwQ4%G4#N8E&?neB(9(xMlrHy;_@pu7(uhVVYNm^cfUYJU@3E?+7*Z^kZL$*cig zfQ1KC?5Qlchsrt4YlN|u>|9@P?=7vV;%P9Dbazv2v!QdsSY-U6N@E<;vG)QbKI8rD zY)^JqXPVefo^E@EWLX3)6P=F^drn_cHxvD%Y@IqR0gsBrf$EEtL=L9sE)hI)M9|Lm zX^2eyyHy;NDS!L&!_7x~8g&}%#7ZoX=BZH~A-Mm8t=qjF(MC$pP6 zt9-Sj-;@B&lJS1M;`#;gjl1*WcIK>)6uMO@$tZG}^-*p=^zf?MC#9^Ujfhn=zKbx8sK}${VSj1(0G&)Loo;cg>SrRo<}J5x z1-i56Rr``U)jU#9-qp>8bsy##x6+OjlQd?x4VSDjB!}i z@aLsSTz{l7-2B)`|uksGGZ&RizYL4VnAQT`_K^J%g=<_u! zPpi#gfLnr%XJfl7xHK?^B*Y<6v{OM|dPA77On-EL^!;0{XS=F>RiAtBu~i?gvQ$TW zE7}0PH|xDcJcue93+K$jQO8doFVH6ts;|+!fVgj=p68-=%!eIx2xY{xDg4hP2s4OW zlX#Le`F^;>EJ{Ys%%Q!x;LvS{q=HT{8@UFDYR~

~83CgSqBH*Cm>eJe`l!Rq~$8!P_XAYyn68 zAS^LN{@V5H9X2+&Rct;{u95q(?-L#WlE-8LxiqEIPuPo>U0*JT>6eg7m<_lK5-3C? z+b==vgUys2`Xvw`>-u@XBi&;Hqkke}Nz7HNPcfWl-F<65T_>jPd+hR&0^STZDpR?y zy-xeU#dmKu61j0%H4hxI<-qpHW{Qey3KG7&@VKHClqn*RK-ijy`F0*T7sea%g~+x^ za$?A$Z?GkWW}U*?(q-GySn;`cLngZ>Py)`Kn?(IXcV_>=#LuGr+E)-FEq_AUK~3hG z0HDoT2Vqc4AVHZPQ|8sZ5?IcivD&z03aj7(pJ8$l$f2D0Vz8_2O6{FZ*V7U=6*V9Y zCGS-9(F{HB!^pXTtU&6!Nyi-zoof6FmNW^7jZ(S{Yl2oko>z9LvxrBv*d|amt<;aC z$IjpW>Bl{5HO7BGMgi6yU4P)0uCvm_f6v)7k_*E2Z8O*Wktub>k>rgiJ6gb-&fA}! zJ|R9MT38TB`1*|;=~||zjsbKSD~2q(C41nShPNIjU&WYQJIplQ?=_gtwr{mzV6REYR_Iw3V-sva$xV84t)_F zH#N+>?)K9bSVaP0sntEDP+oXW5+G&XH$L8(s*>V$NER~MORTRZDmlV>x>&&MU5UAwXvp<$SpMR337*Dlk{sthCm*dIs7;n1 zoPrAvr$(wQx1Z8*bxrlol;`ZIF(`OW8=nPt2U$fz-{#PLlkQk(HN+Or$nqb>aXeF( z9FXLE3t>r(8h_whAXX6ZFuchl>RiAYv*XGj zs?Bgi_dHjHcg9mQw2L|NejO%RJ7sB)E@2pQx>2&L=lFqdWy710^Z`AhJk_vm#HEXG z^HoEd9HQ}w4Nf|HiQSAVay6BFV;fNXh;fh1rqTCJQkneH5QX0j`xT}&-Mhm#(Z#Oe>yt70m4V|hpR8$L znsy6Pa)|8n5aS~D6rH?1a2KH~Oe7EXM5V)Amw(8dJ&Vk=tZm6Tv?JW|bs?2DA@yl& zl=JKF-U890SH@nC=mdX4M8F%@Bvps!_>#)44o|-5$&B4oqGqymQ+O80ggPvN{WOiL^z$Q0 zL+Z8Zg8_Pd&hlJo=8S+Li&jic%RAa5dw+KZcU5(G`%w9YDc`Vydin`Sa&gV!ay-MF z*lejDniIlXPq)ze;9I(%iH>t&wK8`ou;}n3%J^8x4r8OWqduCsD zR%m)saMOQrWIfWmKgoHX6&?FLDN+7wY+Vz9_I&=#?F=LI;9%qnKX|eFN!t(JxPJwK zq*5FE`+fdO&kVsN2|*>Mp_j>1%8I4!6VC}{f&1~pi?tK4gw$rG@{UIb2&<-bd9Sg5 zpSZsh)N-t!7HPd)moJT84SUEe+zV!T=g0%c>Lq(4 z0#$-qSCrLEr1j@wpGsRa;ZU8#h`d?zSH_XD5&4@G#b!KICp0g|6mtZSs5H zv?z{M$gui;Rrc8hv(mn=t0*ECA;3%~93OFx4{zD03Swn@}oCmGjm z^;fqIkn_T|-V(Q@m$M~xEo`GCJxaEev0s;%Cx%mnU$)ox6s6a&7<=`G8#*a%sL2L= z&?RBL2b9dw3qwptk0($XQGevB`1Eq=MZIwI*EEYsvtK~? ztXySx_jrj-^(~>r9ce@1|ib)iXobt$JI zPsS6+p^ceRbX9jde|-Hc_VZM%D)*r>jp+pRT7|85nyek#+w7L-d$|$Hgr&l(5v`aA z(-6o>Lxwp0Aua1YMo#3(xre37jk|IaKkhi@cyv0E%Z8gS%zyM15MKMq5F=}3-Qzby zu@LpqEL5zbKhFqx$&VspUMDJVL0!AM7D_m0Ur!W10_AU^rr}-_-d*~pcI~;M|Bw~Q zm6`*E&Q$l@dm)XIZ|nuHEY#QQo4I!OF$-0JJ{E<$NVT2JU$d zZCYyOR?dglB!7j>rRFAzaY{7kg`w%3%s4ILhhVhH^i3g329LN1F;7W9RXwR_=@sI1 z-R$cBQJ$t#LI5Vw$qmk)z9}yZ zhiEO(wLaOop+rv*Jo`#rg8392Z3pMk8FsjVZZnTTJ+L@KG^@ zXQ4?<8kA1Nqu!NT*%)AT5o8hs3Vsm$qrPfg37{f5?j;?3yO!fDHz{cxPNV^*?ZZ^YY9Sh8OnjMn27eu)U_`;%FF?jy2MF$NK6oe2CFc-Cm|34rS#R% zQvP}W8V_6F%itD~0ngJyl z)u+&WZHvmEg!m=B?XFuhwX6B-b2C;t08RIm_6DWMnNmp@ zZ<_h4oY2p*@$QskAtZymZQJq#Dg&+V%8&)-#QZmq?je(U5#m z9gt1~Zi$r$hrx)JiGJhtTRO5JiW!^3gjfN%ddYlLNKZ|Y7`1S=s{Mg4bAqB1?x^(9 zY*Oqd={H>K-s8rPT#|1-9$Ib2sx--1B7esxcSWx14PL|YOpLv&J8xc;i}W6UA7{hL z^v;qkg7=Elevc5%I}cZb%SMMB0BflC%a4QW-8L(aRm%F)DHHf=#d}Fc-dw=pt|F+mO#G@Ab+*R zrkhkXx^p5=DDBhD@fXH}j*t)6or0YL=u6p?g*ix8$CHjOiA1@wkjKTH??pe^>NV%S zv_t(8a6H+3&p?cHaeor5C7||*>}%29dypih4<{+sQDAt6ov&xqzbr1OkyESj)FVD* z*T+A;f`n!)zf$W-iuu6aMbI+AF@FiJ^TzuTK@j^b=c#Ptk)BUL5L(z&Iw);5(&*y=b(

fD1Lhea4rB`lI_B_(=6JD0oX?8!v2j0%&V1B6ay)wYr3^dm>_7Um8wMOL&4+Z@mL z`Ar&O*X#HL(aHW9i@653K7V=IP}MQgPG5DeD1BC3Bb*12R|+PyD(#tFS5_I?)EKDg z$Ku!umX!zn$ryURHz&&!$R5p6{DjYyRGi>V({^sYGr6hcDGF-`jlMS5HDU3hzB_1E zReNO^px5xzvtye6v;SKt-FoJG^oLE|^!E<$7>@)`>c{m=*T^L=+kXzIzU|%PTSkO; zXFTAyj7Di@-UPsEc`aw&iW4x691-PDh4_2lKDD@AI`7W(^Vu}fnA={SZ4ayT&xPJwhxS;L);GdOD;8VNN zsJC_df-GjkGnqWdaCUR`@&o0@-P$5jf{d$5p?8}&(7shQuil+@iJ2H$%unshm^-%3 zQbFd`_gK@bDa!+)((f!!+8;k0xmtK#nvS?GP)B~-x9#M5mssx2dDC+ai63Dws;MpI z@3eN;ENVM0V}A|3^OA~MAIwq@=Z~q_^HZ`W=?;QIWVM$^Y>eW{<#;^`-Y41KkCy!C$*KqL~D^M8Hx+cl_1wAFB{3aY;^C z9E`mQd;N838>1m-^-b1Tox1F%2VCT3p1<}R!w51jzki-Q`(vETtG3np&TeC~PiF6G z-+6%a$OBn;=tW+Lfw2%Shv#)-plBmk>^Ib#rNZ$uVXd^GN(057Q zvz7;{H;(d_cgS~cOPacT>vw%HmZq;2lIs;->3_GQQ|4IzaBOAgQcF(xG6}^Bq~f@g z+`L6VZTYaM&m)D zCPX>OprufJ_oo+^MJ!N%Q6u8W{%eUMRr}=SUH+K*)Hu(f5<@mR0p7v}vT-11y`C*u zb$>BI_skLP3l}j@+0tG;e_lerh$ln(EW3ZP;$P z7{!QL>Bq9a=FTT?B1BLh=e{3pLhS;+w0UJg7P?phabHPU4E_iA95HMi3msap1Dyl@8OxeYa0 z+)D4sJ>nBz70d&f`Bg)#RHA0o7)&0j9lXo?emnSo07AS&_6lWgWOHEzx(?A>34suZ>?EXbJVCBHRqxrQBq|PF|{)WO4@;( z8CV#Zc>#)+w#F__3U(lQ1{I*W3*f`Z0Z&08<_I)$wzLC@8#x1c0h&NlfH=?uz{(1L zVBz86fu{h7+1YzITAEup1E|$iG->GQ=>KW?D+FNd@t>ZLolchKAOPjZhbz#=&fXRX za{hq$UvE?e0s+nzK!BO04G&0)l{!Mm7K?7h@Ys6M(#>2@vE2 zqyd=OIRb3{u>hFZflMv`D$R-U153nz319?pvIm-2eryA}n*i#Ab6&~21N#BW(Qzl{)gSv#r{8iu0Y4X8$|ur z%+P$0Ffz3R*?0g5mk#RQqXod*L{6i3CM&^GQEuADS-GQb` zmd+*?05c<-k52tzh7Z7CnujD^O z`kOkFgnyQ@mXQ*g{jbGe7^0$f?f@@_j}yqi%EkrY z{7A^n!s7EkWcwS2<)3Q>BWFiTcYw}E$;>Q&7ycj5KUaGH0wV!3u`~T^R#cshK&Bt# z^Umz7{1noFg8x{zW?x8IJJMA|w0>P`h-6aj-pJ_&WUCzsIL4M_A);QRiP*%||euXBSYG-qVy?mhYCv(mB#~{DA zM}PJ;`Boo?*@4>l>2qzt=^16x@xwjU!07PMVD~jt?>;_Vb{rf9pAoii$|*^*vxlMM zU4zLx)Uzv>+YX;{5Nag^<5_ZRw9kk$@ul{lNRt<&$WVA7SAMe<4n_J;WxwnJ=Q7nC zEY{JYJb&Uv$tIeqzDDNjNr1uSZ@5M{3V#lo?Un{d481L5DEds;7IOj4^@CVJ_tJg$ zDE2*2lUUDUB|8QHmt&gH;xie2V#EQBIu)$5jlApDm#g7=zmB}*Atmz^$e!04L{t9cuM{S~ zq$WeSf6a?@UnH%I7>W|CTpo_IE`Q_267CF0p6T}$kErj9e`EP2kk^0K!T$nO?Rkhh zjyeUcVH8$0Ii8*-Sm68SSkc0MQZ{8r>P-`JX{|Ui=%JE&WkS?p*?uZbg+yJLF!wF- zLBOZBz-u~es6^w8B9al(R?LF%`%*aIyKSO8E`@j3n`%`hs4Svqf8blYtbf>FtUg=2 zSBlei_B!C$7-Fo3F|dnd^23}D9>#w;C<;Lsa?4{CQe0TCxrn_)lc28rkB^MYX{2Uk zzrFZ4dP=Uw@XF4_A~p{mV+gH+11iBff0ELHt7e1i^zgJVw=>3mF7{J0Us->-#EE(U zqji8&WxKw?%oR}DV)G{OCx81)qbiGbUpGo~N@~Q$(ec47CC+NKfn*)tm=7?u#5>DdRZ`RsBQGY(=Dfc)+njgl} z_Y}PzQ)tM5U(UqR?}Vq00k))Ow<4(9idh5I#b)k{MkSdK+0lxt>P^K3TW0S2!v%0P zjK+BJ+fKd4MHYJFE`n7xvv-BCL(mvmhPIYZ&RZ?;$>R|BmOL-navIfd1H2z_7>H{J zIU-yT4myEiT|fFoM1OtYMPN4cK=&lyT9v|`bNFit;jLK7=BMUU7D=Pn(q1}|q<~{T z-HV_2Rj@lLq}=)tyF1y;`E`n7>A*4l7x`VgaZM5ebfIRHwd)*4Ar#kUj*SNM?HK05 zI3@fhxj%6S7F)?bF4gV&^H2AVzS4H)QW3Cymf}S4qrcFq%747XXEiWh+wHPx>mths z+#8eoJU~+SK4f}WNXK)GP}ApSu-#pUC2Jyn;+#jH6pljeX!;=t`CLp-B2_hEuIvpp zhk;yUm$zLovD3XtrkIFR1bnAXRU_!0rHwXs;FKSN6t{Bw_O&=LZ_hi-uPeQj_kw(f z1JZ|3q`D1T?SEd$vA*=AGn+F7lJ%|+uDt0hSMH->N8{YbU)QNs&V*3ziqbTaw)a!Z zkLcH%b4V|;H@?{nrJ(Z&y5_A$8M~F|o7kKZ$=f}3^DB(_!$i>$K@ZC19Dh__ z%`m^oGk-AHk_3lLSmwS`;AUbd^Syr2qKQud+HD;}UZ<+a%d?(b;G!*d+GY^EL)!Zu>+tcs^N(?U<~}>oV$c0>EPtPV1nD3VH8wv?rAm3t#!xrt9UtaiOy+B*ZO>ITcF=@(LP@Vhh#ZNt!0fVaw#1wuB`j zYJYu~zTI|54}a`EeyWjD|9trd@ZCk_DZDkiyIri>x+q?p&U__l#Tf`wtVdkYXZ1sVnS*K1QxMSl^?Ws35iP%G#HqW0N$g?@uFi8{D#y3v`jI3~58 zm=I5}w*0}q;j9q%Eh43W%jUDraMUpk29xPLrZ9_f-iQnIN%@ z7MCSt9$sEcFI;){p%WypWJ>RgWD3Zf>~~$|lnV8*vbCHxnL+1uIkbfe0X6 z3A4)M`cbm_2)~JcD(y2Rk$;+RRw=zMIkY9(L#&@M)lV#|M?DAL%FEfyj17-+N!k+T z!P9p1brhyp;e|!w_Vx(raQ$8&?##Wh$PUus01gTjvq}sr!&k8=#@jf%MgvNOP!i@) z!AWN|d;2O^sP|)9nUPtzUo~V`GE$&9IMO7&y4QO4y33E)f(<|CC4ZR~D0JwO6{7B6 z4q(64;cgi$oH_lNsz@t3sF%Yx_VSFY9=Scv7k|<(|3W}Dlv~>^&ta_<+S)`xK3@Helq0d3ooWPLb zJefb8coYdC7MSdC(SP)MJ81jmA4pECtAg^|d6z6HT|%{KsMoR$U>V4-@v<5xpw(b1b^z-f2|3gL}a;^`1QL=*23y%Ejm*zUISahd+c;6 zj3oo^p#y%gMnGK~7B6{R20&#z!XGV1i1B@5nr3H2{q{_ekbgjbI)A0eiCi&ZH|%#$ zq2>A&D|m~T^TKYH9pTaD-CUzWm*b$8a~(WJ(yPr}+k?o@vb+pO12LP|1;XvEESSkT z%})kI6)%HeBzi~eO9_^`(UG4nFpB*jhD{QFC9MP?Lrs^k4=!%IB-yiNI2I;iq-7?K zsyPW2akFv-Hh)VsXJ*33=Smi{7DdIR3@+b?LFc{Zdjm=m-KJFqiK6pt%cCacNx9s5 z%lgqdOuIPQW)zZKyvIQ+KKy8pD zSb-#k+c@ry>aoipmUj=Mu`XEvRI@BU1@qY7=eT(bZb~O6p_-gOtI}UutnK>DI8G(tUtoTCnNRo?*uJY^i8|C(jexw&{h{$h3X3s*?dVD;VR1#!Fbdy>TqI_cp*B4quEUu?!Ntv0a zr(t}1#o)Rz;|LIOVOpLI#*x@|@KJZ|9&}Wu4`jR)z0jTlZz1bVL&yS=cH}mR75jqz zw~g;X`y>GRW7{=$?WpMLh33_O;t{N2DTC>H0Dlib&$ptqCBJ*A#HA|@w|JXmQ!{X6 z??JF*7^N>|`Gv;%GKc}Gq-)eTe}-K*gy$yTq7Ik{F)@gP{#>rG`)hzW)$}UxYeo6l zT@1pj$irf!!Py4axDR<)(IKDl0cN}EH7saiMd5HPtD)`B&*(G+)GQ3^Eq@yHCTE$y zr+)*R=c_X`l=GNNujU6TSu(8OVZ~zn3;yHYNV9rD;^X2AVCD4A3RmS{{K;Ef zF1tkyCZ-;wg=MKV1<(7Hl)2HIGqGTdN$c&U`&iqJV^`%~eWUnOgW3L3eF<@E_i)`i z04=K#36{qU$w4K3#SCt&Ou02yiEu*vw}18A?g&M^qlfqlXWRhi_eugE<`>&tFX>*F z$qa(RfKN>X-TBwnE;AWuf?*$VK8LE=hq zcLuY+z}0*?uSfDm%|{9Z zemL$-(sD=LVMa|q|FG4tHpU0@aZSy|G7 z>!B%A`5I8G>>K2ziJhq{#8g_g%zr*?l6`|E7B9gx}1qh5aaitWYkA zWu%tG)09GSG;a#C$-YVxujBR3ML)3h>y>SAEJF5d4{k|V2-T?lq6IQVm_W6#qZacwJHN(9-`j7)xi0e<(N2V5&VQ4Ud51Bc zfixe7qVAWguu?){R2dRR>R3}>N8-VS(8GSzd)akmnV@{(@oFOh_uGWIdqV6?BD)0s z5633$N~H@YcH?!Mt(KYjl8l!rt2{qll{$TzmEuwBh}&n3pC6U+-EHR{;l!=mNth z@!z7xrYNWqBNIp~5eaPl^HLUGbxq#3`C(3Cv3OIrTyUDe1DfrP_b^lrhAeb zt0Dv%yE)_V0xO@|dz-2= z!de>4B2Iu~8Q;cuuKSb7B;y`r#jA-fgzA^E!_0KnJXo?@ARqz9A4txTd#IC6b`Vxr z0d!>;nvCr({oeo9U4N;Gp$1d|8&GkNAg0meLlNQI7}Sdh6>rF>78hba@#HJsYwhqf z{JG*OAi`vYmEWyn&iP7!k~2!W7VCQ-TCs+sk|WwWon~RPG3rDZh_SDTh1Bwyd?iJA z;4-*IGZocy`-crhf3$36>W~K`XPc$aud7s*+l&^2L9_F=Nq-SUzbM^LX9)Hr1r+e` zmzf1j@1N_!u?OuibkbK(^~n;_Gs7zL;?bnIWVw29Oj&Vq%5AX%Qw@a2f94KbCm|bm zrQ4S_Hk^_9w(1z7%m=N~hG7>V|8S29a+chTWR|dCm7bUU2u54z3D?1@8L%5KF!p8|&YTVSgq)ZauyI8e9u)b=ktfo`PA( zidD;MK>arF@=}$cm*67lPcz$YLa)!gsL51HXw2>m*gM| z>2xsDeoWnCdl*r>HsGX58aB4k*mh$zwr#s{Cbn(cwrx9&ZCktVyKy|<<_F9%YpuE0 zd0j;ZiK8OerZM{XG9EIC^^SZ9ytHguwoQB5=+h(WtfLJ+r6J%RLeZ1l@!vaCfpunrahujuoP zNdhuCC+BzS0ZS^xNzDkD)+(EYk;sb@fg51@iljMn-jThf9@jx$Gi0LERvi*mcmyKz zM;Vto4eO!oB!|3BHkvSw4Z>kl49T}zoH}n2dHqTl6zr&dJhkN~@zWr_1J8uyQh3DD zP8WxbiPoM6L#y-5T83U~^(Z-E`QiC!!v#I-KC+)#h zpPS4Y6X}k?n;?HaRUxAV1?~DQ$CLHn;8#Rnp3Me2t|ghXewbwE0-hMOpTgioU&5U` zU<$A2h*Mo+l2>%fB??x3M~+fk>~Z-!!C4+#p~<%J&uS@E?e}1=hZ^NZ$TVCV zy;kyNu9I#hym%(HhH-zP+GV0kujH6vzRWgcIf@C7_=A?lukbvOU*U1@cLLPzN1hbZ znyYx64V;u7LukgCefw*Yvf=7xRJP-Ip?|h5UD*X>BSA8K|Ii>D?NW@}1yYoSB|mvS zkDIeThG?88x|l>+(c`Oo8_TGy=B^B3RFDR%Ku>ZN=RVl5ryru<7@eUr2a}WNwQj>s zUu*pJv=CK+6IMbq-Ql&l+yIilQ?)>oX7~5aI*w*q*`Jx2U@TA{BCb8r@YZ`MzW(;O z5o9n!mJC5NAq-9jjD6b`z>q(akk_hRM+#Pvl1bLCU@)m^7n*l17?qu14}ME~vUjUZ zb5L+XYJ*vHt3>=D)5G#!Iy`3^_@cZ=6FZm_Lp66g)rs!>Qs~K{Y6r~Qe4gv{JhHvg zTGAO#AE6PQR;f^0iA9sMB>VIZ(Sr5INzR#*Su9tYY7VIk&_yb4U9>8;55Tcp{0Mv*PgJ-_Bs`ofP_hBJ(<0>jk1eNYxt9!6ie^Lx-wwaUhb zv!stPPD%5@oI4uvr-8e-B}@ZP_9v=;;f!()$HFMT1kH$cr`iTyneg=%wr>0}$-AciMoM7(9!mPQ2-hNN=9lQ--lp!rC z1TR?mN=z=7j~K2TP3J?f0{3*)Z>*=pKy zO~xo(FFn;vTL)gLBo|n05}P=!*wq4Skf{vU=)6#lX9Y@<_m;@Psl3yi7TtR}z<@E4 zwDcNTc+|lUCi?2qy0d9u#%3WrB)<o*CIS!Yx-Uus!?O%1J>M1^H8}Y+qt*KD;?ze9yLr zL#fu|kuc_IH?feE-$qQ_AgFiDQ-M_HAmE`*x&i(`wz)A1U~&1=;;-~q1wz?L(#zTM zg$KNdFW3;_5XiTgo1XYM2fY@1iLo@T9}rg9A_PWni!G6-Sae!pvq=Uu1d^EOz9goj zmw}ZUG!3^POM7m2b%SbC+mhMl(#u3i#ZZfys)#4Y79i>r(<4QmY?Xf)MF*%R{Sgtw z#{(3!BnMI2yN7*z%gH6Z=Ir$8vO6698V)NxXHB59-mZoew!~m5aif*!=a%7a*^pTz}Q9=%s-wPYPii#rw@QPq~7_7H>Cg|U`bVO(69AtjnOYZOURRu zesjHK<=;#zAAUYvO_M$Qfh6u&N=Ng8fR^AAfC_d z__^I`N>rshqvB>G)6vTrBp>4764qqj#if+om5w?-lHim^?b@snXr#>`XlHXnpbOYY zL$b|}jA_dK@VRrIn}3#L`BN)`@A<>)R4YFQ-$0Z_r`mgXg)6AlV?x?jSO#lCYq$t$ z(oEGYtLWOrQ%`e{o1mzVCR~iqc#3;KbkfrZesHO!yMgK^IbL7Q*`%Ou*=}*V5z=K{ zSO=XX6@*#8^gxIpDaE?5axV_wD;BsGTV`YmY|EcJ&A>~|i4-x(_#ooWJKkot8UVpY zqMdhzNk;Qp%Wrhmot578N0Lafi?w#I5_Z!Ww1b&tNj}C4ZKG2Z8zq*Y=yr2C>xU@X zI#UVa2+yQA3O!$B?m-+blx9%u#I(wN9rT{YOKQ(Baht!|s0CBw;0+uZECx0r^W~Bh z1muuL)z=shdrV!dYwb7tSVDhdVpB|~$OCcnBfHDILcbbUD*Qz0mst7uL8*=F)R$r? zS+g=IQqQEGBd*isZ#<@P3QU9#6IR6Co>ZX_?9~P`#oy-$J`Dfe3x^)bY3r;@->$h=@bhXepmEVg#7_^X*Ej=>u(F z1iWdVnM}v2MR+*&>=b$(1Ih0K<%l@W(GTo#p zOTeFcJ`2A1Y~?~_UN}>Y*4xsX;}mCe@`gX2wVZ1Sdex@ij~L4S?r=>0w#|Yw)Dp@*kFk`JHi_pVW2!!b-Ga;;k! zTTpLed=85lN)syWn9w~#xATtM{>wRM3sE(}4NxkCVW@W_GE$-A$LxK~tNcv)4#?$N)rAj2}$% z76pM?=@o92!D}Uh7W8Q(w^M>dlCDi`t(+5sp+^z4oj{uDy_ALAb|N$r6Dmxx96SR{ zpp0hIB#c?YO`fo=`>n1ZM(?vP;YHZiPOpfI)LdQ!@^hTLu8>qc4RX`3F}-0Bm^F(A z)i5sPJ|9-~mDuG-!SLrb$AnORK|;rs_}Jxa(Fu$bb-WdW-`UQcU{#2P>i?V4ss%;=bY;gcJ!R8r@|LwqYPQt+acQTsyvFhgx62*0w;KRlR#4C zQo}~(4EoC=Rzi|3%hAirC4TcembKDQOgE$bI0taPFG@{gC5i}XipduTT|~OSWfQEN zK2<-lEpWf|aPcNIRPvgU4Z_=(D0<({8Tha|aUOn>Ui3s8aB8E$S~PT45S$Y7VOQi< ztm1V@N*RPRx#WyCmtz#*YSMh_T0{)9ML{IT9@kb;Q*krad;eeo)c-T(4--9R53h`cB!%ByK9r7G3Y5#YhLBHoDu^3&Qc& zjm1Le{_2<>F(!4vBP=RH=P6CRYDAmX4o8qq3C`cDoZMjmuLD@s zWxMSoNQMXF6BQiDkYeKkg!K8ivbw(}=zRJX32lcN(mW;Vv}a-?U(V{=5Mp`CrxbO2 zl&cMtHcU6CQ+{!4lgc4p)KK$EdriV^ty4$%Ds3D+S%p7wM}u)$vRy*Pnf3AS{9 zW1L#OG>5q>O{Kh=|L8&s@IJr#H4oe@BWZ@Eyx@a?;2jH4>s6IXM5xWsqv}canV~}t zI74TO=mr|0lQOzfMay!(b)KuL7J$ifWoq1NFN=e#c5w$R@U_Mte;$#~I#zadGU+gl zW%gBndZddRRRHb`xWs;BGQ9`~A9=AZe5~`*#zC{v)tgcCBO?v7kB<8(gMjx{iHpxZ zDZ6fHjmLa;lSZ5=2JfsB0Pe#R7T1@1Z^|b$-e1JH2kkP zJ3X^zx>eZL;;44^B9q_L5iq*bp=Bzz&-?N^loE7ahK2S7K?92XH|1~J2aVeSnu<+) z%JSn9rYimgqETmHQO{6;jQb$<$aq?Uf`2On0Sm5l9M|B=a{47}<=K`?lYCyAG3bl( z2sO&;b3t>v+~=v%OR2l(FINowh~x71GCMKUt%q;pEII77icEsqhQQN_7-o!db9{hO zYOli3iY;difkf__34MbNdW3{qh8Zk~g7?Fl3AL~gY$JB=3)o}J0)%wL>)p?{K0s@{ zM{;d!50d`pTnnfkquV1Qd@kP3SIAzXY(I3U~> zXUMEz{^^H)hK4;D{Pf$Jsj4|#_0jlxkH}pNCcb{wb7T3!!%1X35!xc{eyLB(=(j_Z zOO(NUy)KshkVK4e+-MyYS!hJeh0$t9_2*Eopai7_M<0TIrl3ugwyeCZ7x&*u)g<1# z#rr;*{Y|!Nj{vP0UyzPBy+hYoAB(-@al~`kzUr|=7#G22Frha8%|Lu#CjB>2)lmY+ ziKSp&OK-}fowlooR1z(l60B8;U4GVZV6_r5}qpdASHK{^r8i#Fe+z$ zM8rig-|dv)_}Iv+E}JrCgSayivgZ#;}5(>7+kSnKZu7^5xb+B1TEh8=JbsZ|iKbhwd|cp17 zXx7*P{tcue@b}2=PG`g@^XGtnx*!Pz+0>Qg$SF;HSLW)$NQHDt5`KxM{*>k+DGIs! zZI5oNz&kF2d3g94W4ySeUW2=Bob=5GieWrMMl68U>q6dtKuk6D3_1Y4c_D4mp24$O zE=$RRiD(p|f&zwOj)R!HwGy$%O+Jzq)BbL`(*au=)n6wIVGCsea98DxOb&2UV6W(j zQmEt542*Y5v)laL&l<#n0{#0WP}br3RA+)gzlH?oL8#)@tgk$2L37>c3?}%qlP!W^ zSq*T$GDsTGbH?qEP7UmTF>5l5(nOXU>WBF~s0?>>L3Kq0odJ#&A|~v`qPJ2e)xm8f zI-CR{9o7)QgC|o}p~=mc4Js@N?VEd#Gu%BK2YvAEaZ_K~J9AaLouEcd&_3Unt91uf zR0Ggjp+zKQcRio<4gu>$#$_R)q-b*CWHHb-g{@43=yedLZnMz=U^+&tL zL%Z`;&r9^=e53gGbKW6Q=;JCgiOD}f92yfwPzrm|5((kR=>us$#$+D!1R zA|t=tC|o~{6z`TjJD_&J_Y>@H`j^#Ucp>U+Ldd-y&h#kA<)kNye$}wNC{qU(-ZLny zc;{$FVv8I*Cp`Or^lq=b<5vHS_Bns)u`M;~V2k1eG3S7=ohP;E=ut=LAN+GXnI)zI z;c}WC;6AgEu?m$+iM2Sh_A@P*UMd5bbM0KXjMtx*C1ku zk}l*K;tIkZy3)4BF~^ACC1BOTyLNtLXquKP_mDs0;goyTl%hUN6(gnnjVq)dTjK^l zkC&7gyb_+_il0hwZJoq+4eFv@$>p@H?p4A1&@e*Zr!3m&Mw5`;P(ZKP1(lKc#_=?;&i0CA zBfU?@+m7-IIuY|K;!T1ZHK>0B(=@bba zI3AVR#C~AH`fMPw^=|-!w5OuB3po^YWtGVZF{%O~tm_0j!RpnEZQREgxi=l&uz$^C zN@4R88UD3k^$W2({fK4$CWO#F@~hzBOye@uC7#4GKtHs^Hj7(G{ycWq{3TFppN-mm zjsNY_4q6|QXcEh1um3k-T>hXJ+`*m6E<qMbU%Ztsjoy3Uqi>nKT#^m zt}SnxKR#UNgo6AeDy!2X`KjgEyWW-k7lXGZy=XF+nv4$eXKL~Wj9v>w3K>Zd%}}Nq zl+2o%^1@xQl%=7+O>&xB38-{nj2DE3FNGjyCs*g`X17-vs zovbUN@MBnB-y$+ZGw|n{+~X@G z#=nJkMB^<1(nbQP^#uI6mqZ-g$Zv;>>m1K4(k4A(B3BEIS~!avC3SyOcBnaMFF4J~ zj+cfNr%W4SE{?02G9yfMSSe@W2+e=Po z7w7{SJOlbZ*}`{qA0g^9>nSHLLiM)szhOON+Xq$6z6bSOMFnbA10d#`gVWV~vot%2 z&8SQgKthy|H>Zy5ac?k`F1jI|j8`t9xraLoybHnHH8N_z;Qept0JPC6hG(AmL}LlB zr$1+WDhS_y3vPu8A@S)u%3q;8NNE^UvLlD@wbI;i-rB$MrerP0X9_!;q7&{a`{nBV znN)i}HUDmF)y%Oa3U8yr{|m-3x!r7M!E4{D6ae?YpLKr10ca&vuLj#jsG3v`=a!#? z^i(;VSR~kQ@q)tH1*?M%d|5-!!hrqsRU9(DQSgpSb>0*u2pN^1sFE|VT$}EZ!i#_8 zEUfNyE*czg!LP`&p(R-Y7bmij%Fj#8A=$z1hOPHqKde8Ls0*R|_WNGRzVXp`_cw;D z0UfA3#YJM~BJ>YD*0A>W6xxPY!}Fv<-w&kdRcDoZ+b{MlJ1C$9VBkfT{4n1^;9Sy>G|MeNVsLThEIi zY|Av=ud}AtG(cu`zk>1VBbOSlv&SIr14;%;kP!j1`g8ZVMo37G6t=jSSN?+bvYv(%9{Y>!&e<>JHw&hNN!s?w2!|-pNvYL#W$&(h8T?AO>LO4~je{3D- zijcQd=R#gEBWUZm)^!l}Io38fs-1MV+MO^^T1n$6`XO|{0g9HWJ>POTM?OlhZV|~t z)D0Gmsc@7Pf}(oR8C~pfTXvR6fO8`<)wN<@xw@+}Mg5MKIoVw`^kxQTz4^O(a@HjY z))8Mi|I#vdI}uOn$olm4XdT?Yx0^z{){K&4t&IAGCnmwSUzIq8T=L~sf|G|}@kkYe zB^(YnyvsqLWUs|L^D#pN2^gu=Rl87qtGvk{3eu2cMI*vhG~tX2rLtiKbV~z2y<>u^ zSSHY+7b_kun*CIz=(FGJcjoJh8YaowS2!QExIlJL_@nUU8Fhl z+*cJsSy#HyjLMwx7nVW*->f^eUTHHAl4?1vpR&zvgy~~ou7l>A_+3xS5*|5p1o(?< zA2duVr9_|IJ{@sGL<$n4PkWm@2J~C@*6j>cTO1zt9oD<#MYU2tZ4PA}RN2^4E|F_O zs>l{r9q^0a!&}a^em@iqF#X-?JZIE}J^{uB3Oxm0X%xz)GDre|d-2`L!`TSX@0nAU zZH2-OaiqGVm^V&CygFt1tlP>mBp{RS;i)Hrm%9i0mN1l)(=>=3{&xJH%@bytpz;?) z5`tC&|w+uHFx|Px%(8=6LvyLPhouByzr7IknJ|N zSIzv8CQx7jLz|MvqQ5B-DsCMhD1Y&gw^qC`NI`kbGI2? zHH&ES=e3iZJ-cLJc9!lonoK%*5DxeI-CLPMAqC&}ou0M<<*hp_{+MJO8Cr}&k-Q(# zFhafDqq9fluv`B5St=j$Q`gB@54@Tl@bTO4mKr?d8s3f_3}nA0h#P;O;kKW`YRQK~ zMo3kR_ykv-EY~ku%C)pB+_*2)5q&)sd0SyoX9b4XE(u792}2+BIj0#t>QWb7W0G4P z+wa5C61e*ivR{1pZ1@l5HxbljhBrS_SP; zbwp-r6-ohd@Lu~n5;C-hb|+`hUPE!`3{mN)xU{vfk`L`(i5@63$07Hhpcfx#%!q%7 zz#^_&yvPP=GlOWh3Z&+@)hAE&kyZE|5O2%N*o$HJ$LW}zVk0p zoMGVsAP>eA;>{jB&%DL`vG99V=DV>tvrPfs8N05wa=Jp}rX5M_(D`WXHwoi8zaNv7 z#HB;LzfYHaP8Su-vprHn>C`^&?v~tecF@KF=*OIuqS2jcCf6#AKb|;|?YXWs&oyOR z=~;enQxG0(J7=r9+Oru;NuPEMm59XF@z{+3J1EHqLH>UO97U9#eU*rso;FY{notj% z*QB4B<};G0SbwR3nyOudS@5q>(2W*sVbjoJ`y`6GHi~>F657DSJo-49i2GC7=tn|E z1~Z-AwsbQ5jjLlFp5%%yU*8OszYv!kiD8F?fw$*&#HvE7F?6a+uZ$)e;O)~yy7hn( zd402QNx@IlYz+a<=9&pSqW3nMk7zGWcnTBm+&!x4LLl)W2F+YpOuCIqZ}j{4`lZj1 z|9YTi&Mi5|QXg@=6I{Wt^8Ej(%x@f=&Ah|kpa{U2IT@S955HOB{(E9hZu$mB0>;4k z-<_-wj4YhYtnrLZrAk`nXus=Mv za4`Ieh}+SbU|D{G6G&$JaCP-)><-^=zp?lhf!OCj13rmpJ$?QCV6vcy_4QA7;Hm#f z0geBc0`jHG5ISmt9AqP?<}_w@{+L;MK^XYrkVk_8=g3A{|^ed_6;wx z0(6XSXo(QThi3%b?CgIiV8xgHKMJ_|ucXuB9|Z&ul0r~=ptg+=SU^7{{*wZ-5t0}4 zZGps~^!%M2S$dg<%eVj`)I_nwnD2&quT5Y5kRI8by_5}@B-kQgFy15uP zRW`OC{nsho#NhB*-h^@-jiYD!NIthPHE>X!^!fPV`?BZE_HC8xzbzoJ_zwe03CKJy ziQ)qmU!e6a;2-}iAheO?C;k6fK-Pa25MhGgyu0YG`WNU|p$CbFhh=nk{l#b0D>-CL zJ<7~l1X5PugRC^l5ntn^K-0Apa1js0-SSm6`%esgbw9mq<&tVw zRH8*%ebV&sZDRIhiw%vSUms*y*V8nvgV zZ{pqd7b|Q`XyS$LH@o+Khz8aVmsgW?FdnC;XK3p7=<M&HD$EDLkZlRXn0QB)0L4aC>^hhGxLNOXf!el(jTED!peJ(!y^m_azB7(qUBr4xE1VhDa>?WL&RD|AdMlFQ^Zr%*5furC z@Sr8|aDg&&FwiG|jkWVkmK{UJ>4C|$$(GU~#M|z$>R%e&x^gyB6~;J}&emv30i-Bf z&%GKm{g_cUXZ+NvDDCR5l^0)vS_nsOY^6v4+Es95Q6)dPE;Y8Zi-oEnqVsQnJ5}ec zdLn8YeNkLl+2MVM!(fI~q)njFG`6OGV87FeupQQe`rlI0Ig`?ie2OJL!_ z_1Mu(g`0w|O(b@7fxuy|5bW0NAo)y$`JmDT=G|_DclVdpb6ev0xE!xzg9-EzXf!i~ zhGw4>-^%aVHr8sRm3KtKXEpdf!}l9-nU-rWm8{E%eQjhBIJI7EGrQq;Vt|NW$tL)I z@Dq|Y`h^RUKN$y|SAI*N3c@|8xD>%u4}}}@ojjz@?k6kl6%Fe}imPuef@E3N(u;_% zHgrQkR>qU1Hth^aj|gFXxScpPzKKn_{3ucq1@-RzOjvEaY|CQ$yll#DQ|(;e z7DPTZNE7*4`WhBV?$UVzIPixj^ExA}217he`U_45V5XaNKQvU4UCTGFVGE(3a`@Dl zQ^L)rPpcIa8tS<|%kX!<#k;@r(w*TVaRH5R)M}cS2*x7T>b9N^*go~Um>qxQP1$Uh znXvYZcTv%rY{E)L_4|s>gdw}hBg%c9*ee%@T|@MDsn3!pds`T@2ht;U*Mr*WrB&09 zD&WeV5%w+;{?MP3DQ|+`^%htL%?$l0v2n8DNpt()U{<@hq`2Xv1|t%+X9*IfG%d8U zfldPdCfLvzg<$!--&e_-S7s?SEW`Oo>b+6mV!(s{-ReoNtmc#3u5|lPQ@XnE+S~zA zo0VyLh+XmB9lLZQhM*LEs!ov<@(+};Unc|gXY!@o zM(pshi+>h6c(5YC*jCU9HH})5_ zg!5@BZ-%t(s@G{9QP1tyTy@UTQWhQy^7H)Gj%pf5?Hkdvwx@!;bW(kI_FG3b!sX;vrz11kVw|22x%VBfpuE+kd4W9Rn95y zYD?Z;uCqp6e$fW&8_O99PhmNHC_5xZft_5wJ$>ts-J1Bb{9T@LmeV(Uk|9Uui`Ur*gI)D!YZp-_k)3bB4KJ8Kf0t43&A_6p?5iT4Y%rSY%51AL`u|52z zPIySaMFcH_KYg;5HC;waYSpnJ!v6(-+%DkGQ+mzm8XOx2<+VS4^8F>v2&T+v3Pk^A z-6H$;U;p*D!{*;f)(a8nDBo0^Xf5(?8>a(cVlH0tOKapcF^&4O_woCL7GRZajoCtC(f2cUG+tYkMD=k)2X9wK z*L&?{Na0EHLFsxXDkIT*z3SGVO5=%N|J{z{Wzmx@jZ@H^O#1$p!~1#ksq{ngZsiZc znz6WW18JP`nN+otR1 zdf;2F#lVAMx*C#qwOB0e^HiHdCEk-Pk(;L1C>G?zC4(Nevzwds^4NT`Tejn*q6B%i zajL-wte*vrB;|sB(KI|5z5h{5>&q6sGCUtQU9q@NYS~Nr*qcC1aSRnkKS*Uu6LrSF zlMfqwowrIMX15So?yI5EAd7W;;&zQ3HUMXj8(p*n8@W*Jh3P2MRvUPUmHqm_YjmLQ z&8xWaLc2DCLyl!6IzMk;|5xH)W)4+UjLECyZPMh!4PEF})!Xi=LGto9%F+h3TBFyy^A6w@M%D8Jyy8D84q9L8%lx2SNVK4%<3@~O zNf09jRo4SiKKOr3v?efoTfz3>q%S;%XOz9ai0m2*6(vg_Sj?hU38Ti~{5`<`eih0j zOxx`5sZJD?9I#q4S_opB!9<#t{RVi6f`KK|hHkl(tyD))C$^I-B}s^hc%#Vu-kr;Q zpd;q_V{en_o?ioFMW{uv2LU3oFxQX?X&B3L81C@1xtxu-=f!&q!t*z_E~la~3_&!q z;YUI}Zgs3C&kVPwr*-Kc#&t12Oe;swxmaBvqR zPO4jyB^iIWP8qT0b&=A%rI;TIrySEQxzs%h>CWri<8L!h)+89~285~i5u%-(jyON0 zR-TA(;+|6p!)QB`X*&M+f}6&CB-xis4a&cg z+G_CA}BE#e1TFAzPM5QpW@|G2@T1QVP@#&>yTEX{!!R z)JwWA=n(OWw@|D`vHV^GbraSbu8ob~YbhyV;mM(rx~;R87raHegcKimDTHnZZ35e1mbEApDMR3w(<_R!f7&t`BvH9HB{A(o`UxAbB4o-ut0=G$wS2O) z+Mc*}3Q>4eQ(KUTIavdO41AD#ObcB`MdUOBvn*dDrt-pF0&*Mdx%z;VJIFI*UYZe~ zL7w9cC*Q^RYy>v;%I0ID*}3cN^Pgy%^Uz)T+>fv+KXfI`Z9Q{d>kZtrF2hZbN}lG2 zBz0Ujxi5T&Jdjco3q9d5`QGiM%$Bmz7i32vNs!HewkLa%cW1zr=!dY$&rp$&kSBxvt8}Qon}z&p2ZP(NgY}Inx9?ql zXsm8(ZOhU)B=7J5F7|EEEALaoo44ALL_aFs=R}1O01n8)f%gl~OOY3uKxo4kaqVDR zMFL<_5!efR^h$L#bf+7+!LOFmRROCD?)rnOwh!t+> zC8d@)@wKNy<$GJQVhVR-iGAPzfM#pV#80J{Vm&0n3kB7Pg!-{oPC_uMu#hCcq09#9 z3GH%ysdu=gU>My2uZkU1rBEZ&>f78<%!!{Juot}k*$>4HQ@jy{U_NMZT(;IW4l1owIDNy$DUv|!aw3HPTI$K7j? zf*@PGN=Ik8ZQgE(fQ{pONQG@?@BOOrE{#Tk0E3=rl4Kb-fsUR7D)k>mCfZh^+ zgO#Pt13zOPbC1CxSzoEk6L>PIeVZ}I&rPVT2u-tfd=jFBzkS*i>4sEpV=FdKQ1TOU zvq{x3QCKY)T7~Rmcdm_0D1^J4pfZNQZ%wfCZ8`S1q<_~H7p6sae=fWbM70sWgTICz zrZZ+It}1(Y;{^kWJ-glkQ@-@)`Oj0Li?1q!n1R)%cjYxTbQ8cB?q)B4wGzZ*vm1|RM#Yos}Zl9OJ>>DMCqmVi&o|FR*FyFDj0(P)QlXns7 z;&;Tny++Wt?Vm8g;Ke@_smI*=TGFX!FL2%r=mN1P2v_;=`k z7D0u}3{>oY)`(6k5I@(~|CF$SOPXZpYrEc0&~AgmZw`%Pq+CbCnLlw-YT1C1KFM!v z#zOChhPRk_vE$fsoBKNfc<+dVr{n$ze6A)%jG~G#r95|6-);pRalua4ku!fij~bb6 z)wG}>gq?(zY;Tw`__f+W>{&_gr|>uAwqR{p>h)N3w|i|Xc`7CiC8GLJVBLZI^RkZb zE3<>D_q#k32aP3A%hw}g(JW?7HRCLJcm{^xzHjz#^SkYtfKUcKgBr=bK!7RPVe8R5B6P(246E@gGc7{{|4x zrOmLt9&t`{}r0Qv0QDSZ*==n zT*-bx9DI9Eo87mT3W2w;m zV$}=wGl50@hpc96FuG7zyvB-Ud{Da>=|AcYpUaAc|4cW^J2iccXPE|liSs(Jfat8l08^$ z2nK0wAr>l(2(lWd4$_L?9!HGBj$p)pz&*sdP~YsEZ{T;-1bG^oKeDLo=MxGC9jJU< zx}ZEGu%*`}h`?_Bd|U%_L3)#Jmazl8RGI+?+rBxx4ATQ?w~nc&I0KIPVn{#m$hzAfg z`iW0)9w8(7(`@02kkl2M6VjK9kjQR^z{|?DBOmZz%D{ONr9_BRFSBaiWyYw52p8-R zyq+P?$8q*$h1fpg(f8*AdI82kuu(mI5{pSeTQ2XP$!0A)uBN4Nogmmhg@TM)e zwW`&(*?|cJOz{H^m5$Pr(D#?F)F&uXfa>4Qbsn~BS~{Ed1;LuYyzKk;ITS>1iSSYd zyv)hfAbqM;cDzb(jq!`fwZb%f`eMZbr`xZ9gFCuzF69C0w%iIgG18+6<9BRCrYjdA zs39i=GzPt}VAnlGO%(f<^_Re5C@jbx{iu}f03a9(i8Ua)A_(kUzcQA(m5Oww4w~O- z!<0G!Zpm~f&P#f%p0PkcOQIS4c}h{|^g8%2Ouq-uDr(i>kvi-o15xk(d)V&1(B9FA zc}|GK^9|j8c8=}AJ^noo&P#BgM*f+D$Y}yIWOn;AlbvT?J-s+#}v#Spt1b-t@Z z6X2X{%B9A-n-aLwiKOMQ(%=)ax?xIo12)%CfHn+$O|`~B8{2^s!T64o0R0}~J*h*w zj>d{i(h3idB+}MO>7; zW-nOpacgX8`aXP92K+P|xymfN+N^^mz@K7xkSdytGyatrckDt@Mk#|Jo}At?>MCFV zj9O<2o7WA<+GgQZ-TI+Zx$x^IoiqUjRmq8KxZ1?ym!c*pvtwDu0rybt+oEe$tV!3P zy_&gCQ*FgH3Z7y|dyQ9yG|j_D`Sm&z0nUgYL%C6_%Xg9{tnR$=MXc6q37h=V5hqbXSn7$Ji>lkg-=a#~nlOmv9r%X|SBvbr&Hs14MQ&wA3<~QY~=8h+__> z54dE__eKkpSov^QC)m_z#n?zFe6g-l&#{;Bh*svfGmGUciWn3h(EHhnKq90=)e}$1 zlSl$VE_{~HIvi?Bqonm8)3`Uht1?DX!o9oh;xCI&Uo}?E|%Iq9R zbVw6a)y%Gkib(bAYu9AcSR_5$>a^SzwKYWRVY=gj)`AHQjGm=BwA2{!X!S!gQXAR# zEWu;^U<_E6{Olk^wS@>bz=$Nk^oBF{pTMIHT+(AVKy%PtFx<@N@(&PI{lN3MvB%X) z#MSv*fLQ2vA%Er{OsG?W417Z~JmQYM39Qz-qHZ~k-vYPZQMo_B$ZB&bNzx@at^IhM zHhOp$P@dYqd1+r8Qb-~=397m)P?6>gzeO?fRqnyI5lf_D+{=vyY%tJR2ecI`aIX+~ zr&wR9f)s;DD$emER=6ocT8mfxo*eD``_IpY&RPjj85dDZ>e6hFhuPByXj73Q7Pu72 zsvDiP(6P;IEg!_9SKZy8ore*0DC)Q@lM?G(9$aT8#pV!e)4QioMz>vzYwN`J?6kt- z3{ckhVG^EM@^_1X6xdoEuRXP^-6t-AnpR=c@LD60wz>@En}&PWed=O8Nd?cC(pu;T zQVN168{d1z88Y}1OVkBVzX<#w^~5;^s_8JDhF;Xly~8)*{WtI8;C3`nAMOoScbP)S z`$YrECA0%A(1FO+8pQ7z*KjK32?vFqcy^o5vwv@nXH?DrL`Ho>QQG(1eWOC13RRMU z2zP>t!dQ^Sy8SW}kI*6V&)`J>~w!x!IF_phSgd8!JeryIe_!$+BgNQGd73+=s9(8SFe`>MWHWAS^9k3OBrvtn34?#toAZgB#3Q}Upz1?) z&Z<=nZ=?hPCZLzB4JxD`c!WQkgT3~O22OL_Bh4XLQ&+lMwX*@_?9ZHT6)|D|tN@6^ z^nPyPRB;W7+gQ+yU(=qxiMB>=6R*c58-=$=xctto$KLMCFJ4F!b8<)IPC`19OBf*T znivBwxOWm;?!O!Ma+^jFRv`KdVNORLkyHA?LgKpsHYXt~kJ>aS8r1tcd@#7_cxt@f zt(&P5b0NNI%~NVPSZ_OjOXdNRs$$of4!idd=o=50pD8DnlwXTg&9ig$bFb&|CHW0j zd*(+z8*R9GGTIG2!}NM#WBH+f9MyjH6Lju^@U3oV)e>s$WJRbv-}l(JS;3@!)_s3L zY)qB~Ca9$b`WoX>Zp3LQdbAbu5PvKfz4oPhHo2;!j^l{0Ua|Rv%2)GXIz+#iyL-8% z9v)TjkiNVrFK%1srbU(@)8qU*UHc+dk4JgCY#Cbp z;?3Fjh|g)H$RJs@s-_MXhm=WOWNByn{e5Q=UBh7C|!6K2wQqz!3H(^Ekl9 z79O=rjt=muj;B9JS*296ha~}0dYh)2j}!~zxpnX?8MSl^qtgdRd$lQ36rsn4lT{=93380Fm-xj6_r7}S z@o1f6;niW!aGftpvTwh3h~}chTDwQS#Pwaylnv8)?({O+3y|AHQ?h>b zOZ7~5l^XH&U>^1gNYd`yzAnVLoEVJ9$C1D9LG6V_PR`dz;x8GgXPd%FG^U-c6|s@? z7pO+eW=lF7utJ&7BlI?eC5P7>P9blRWiGK@ro>?yb@~uhLI&sij=%I1(j9sLx#_wO zdBHRY#%dvCk>Hk%XKu`iD#aPU*bwZ`Qa$o~l(rQ-QgTL1!Iu&QJ6vbjF15TEd7q)Z z#1?)c7LYTO9|<%wo=4X{m%ODY#PfoAE1QJ-_<9pbo3ArivDKqq1%T~Q+M7@OLM4t6 z%BkG>F92phnZFT*$Rg9+>>+^O#naZE#d?3YYENjnNV!|>8N)cZZy?NY1FJ7rbpms3 z@k@9)RiB&RH49d4f#PhnML8&ZGtma^?yQo6mycBdL@ytQjQN_j*2VH3vN~tI4S%w{ zdPfq;;$5{t&ju$$tBw7=6qU2ufgN?_sN3k?bLmYswKJHQU=fiXJ4WmxW9PLL8<&4r zQ6M>_zU(%uZo`@sUF!2#POt~PS8~At z%(CIjwNsUq1IOxR8OCk6n!(jo_4|MRaWo&f9%gXr8D`I)=VJu-MAf8p@V@o5VUIxtQSZ;Q-oMiYHV*tXkC)ag;V=w?g^AED}1Lc!o#`Mbkx~oIiK5 z;Na}q#ty*TNkqE9dn53KZ1u29Qi9XXGb%IThF(w@{rcFKtvE-2AeuL3c`JY6y`pK( zRf-*|=<6>o?$+5ro@UO@k9ClF40>FkXTnguU@X^_qxU6bv^lIN00njlWWZkX;c`DHYk$uG7wroRrLUX7;E(0=vqJs7 zpj@dwYSE?|7uaY`x^pm#<34|8@gj5^9L0?onZ^?)lqeq_5|w>10~=9A$qB*XJKJsa zrnQ~N;+Ic8alIYY(dDWlCmg)E{xeaMTIE~VS?-`THxRVCb>yPhu1;X0k$9?fUN%|H zg7pxMdio;Vfg8=$Vy9H%NOa86(cdY&B)u2Xdo-K!g~p=3DNTGhO8bA3xkP4VX<-<| znhI}w2Hzt;?i%`8Y-$BNM0H^@_q@5x4jfgU;zA1t1zQsis22nQ@m`# zK@b89EFF&bl$}?O#ERQ#f+kP}&2JyG0arYT2M@FRUEe8v|9QZGsZ=st#nKjJ;~EQiN{gh+e-S^9r79>bO5YT%?j!%k?~18z%LVbq)q*^4d{KHexe&`4;ZQzRk- zxoZU4`bA0P+iJ{B0oMjX8k{_0q|kX1!o--%9aw2F;(JDQUytX|8BG-; z|0ES-gznJ0+E+yQ+eD&;19=u3BF%Y014oMYO)_EsnjRCoM+4 z&5=>?t7zvu{>gt!)R<50ZIA`N3((@SkF^R-)6a!_)?C(X zByjj49+rXbF>LNGR#Tzczsu7nA+~E@sUlUfbZx|%bcA@v*Q?XE)kHT1@!Hfcu@s8z z%!IFM6F-@4GDmYqC_l57FSmNJa$Jme$tlC(A)z0d4c32MaC>PTQ`h(*)oT{P_h-|< zG%Iqjd{9J~H^KSk$vVXgHLzjO1LM;~R!oa5S!<6Eh{hA>GgKiz$6Amrc9+}>VZh7E za*+1$T>>)k8|PUx57f?MtV^e%vv_+&xhAGjn8Mmm((FQtQu=7h=8 zut^6!pL95qDVT-#vKsZ@|wy3n*i#5tmc$W&T^=^P!=s~C|? zLfwBj7G|P0=vrJq5Z8g{7vDO&kBYF}Psi7wIh21x!PzA1OySBEpn=?wy zpU!_F7ml(aRQ|eD3p??SsWuLwy1tw$fST~ zNU^DbIIaWRPDNcyay4=P8^zt(L!iT%ghZ|1vB6NnuiK~wmNtjIW?1;MMqT_>b@6Y> z_e$qCS=ZaQIlLJZGUnVT$h-mMDQ{~fIA(uiwe#YLJ2Lxkv1mb@D23E|>7uh<#@<&W zGVifO9048MYw2t0hAK8$$Ixi1Ill&R%hv2ilZLWuziz-;qjiMumDF+Y9D|dx&5uLM zCmYcaKt3?x=VXRm*K#I|e7%!l2*3W(!A9p;IgZIfCB0LO98`1q3gL13wujjngVcXZ zUH=*f{@BTk4#oSFt>Vp#m@5ZuTpdcf@|k=mhM9TDjcVA={QlJ$hC(D_Wg@GuA+K5J zlu#VA92^Sw0WN;l-5hpKiP3Dky*4lY&a)`6+IQhGH;5_VY1K)q`|Yb2^LtNcjZS2h zUXJnj$4{zPinHBE2v>_9bf%Q7R!7$CsfG^{#)beTEsyJ zX}R9(E=H_h9F%Gpbw7;n#0P&oh?x%QAcNo84b!9?9d9)8v^pYm)WhGG@8bZ?o>m6f z{@NRxJ_heUf=;k|M(As*XMYFewT@=Y#8&WPk_x`q7}CSVxE|8#_pP4D#7P+plF@Rn z+{6h4j1|%(W;gMeT4^w9zuKsr2J7yJRvsig;DUS4{WJg%W6v=0$5DSb_+;c-MiUlV zT|sa|57XG`g>%RS?RGzx!T#O{7o|At+_JgR#3`9kQ9nKixS0I%h?A7L3b#|8BGAS$ zYXaSYi_6_6>m&^U>F|)juOBE71aDdA$_hK197x}YjLKQR88p=KRoiv2O3E!=8NF!g zRoip#M7%I72<)H#r~Q9C?Cj(wDhTwOLqtfs`Xo9qfFc)tY;;#F`$KkXF@r4_3A^9W zi#pfFV*mZjt83~>vuX;;u~0KA!CtSkb#II0TxrE!G$YR*mU*68Ynq*};R}UAYbsS= z8+d#43?m+ay1mzN*0C#lKg`sfi%nsVcT9-Y%B|?SQ|xormM(uLFIt>QuQM==hSXWb z{On5=2E?~eFLDAwvH5g#ds_!eTiVkc;L23|Pgj(Yi5S~iF^d#@u-`QT`!@xw-cD|P ziPyn7WCUQ6B@|roUsl74YW$lyER_hrS-hA(5ymgHGe;55N0|UMbdnyAsPE^EB3iN> zgLdKTkp{Be2RMJ@S4`M!a5E)_GL!5Qs9uNC@AA@GY>r8vm;|Cy`9;29-yW#pTaF!M zmf)-P?cUo!;l2yiZ2{z#^?r+H#?|fO7#_r z;E}~cJ{Q#8Z@?Q=0u|DgAl!B2JcECmBFp_2v0aTK+8L|q@6!ltPE@i|&bxGDT2_2Z z*InWo9w>i<jezG5%8aT9??SRy-;XkSF* z)g34|&+5OK^?v)bX?*MER0z!LyP*AiW6VH9nnqWes59{| zR!m!5f>_Ps_w%ttL?YveNE zZ_txGQkl{VbIv>r{DQbOwuIsYKB7v^Em|J$PiaxGfnJ411_ z(jsD#sim;dfJ6(`0jPa76sSmg@uozQ&u_Z1*_vZs8eJKOE+`=z3y zdk{b2Bbj*e{u*J?mF~or#fgQ_j#7X1O%>$U4Rgg_%j0ce?|nc@5W?;1WZbkYu^?{{YX>3OA0J(@1_tPsw=^*T{{WKDlSULh6t zbo;zHOa}X@JByvIv*U^P*ONP`)eOWs^A8Ff{u7V*c*{?Zmd6A|eru0g1EXsCRGILn zO3zt#!23sWWb#r>Y(LRxojgp^xjgH=@?3k4{j}rk;hg^Z5QI~@p73ucVqII7fUV*)o z^;M3eb%D&q$_&_MY%M6xi?Z<^)wr&9v?dtWMplD{^UL6ZenN<~{+mECM>s7m;-YWI zo2qKp3>QV zp1VH4_tme7d@v&MCPkSvebee17p~%qm2ZJP)@02nlF#Hq*4^^)^?1I%jeD{(WIDcv z-O8<0cLboQeE;V%^2x+DFH0EqpcAt@X9v2Estn{&R9WD7DkjEt`$Y*(z1h6}iMQ7v z{!|j$TF8jh?F5r)F1vrM>Y>q<2<1Gn&<%WH=t+1TIoWNkMz6#J!I)xm3#2|Yzu>3Y z`lt`VI?Q*V3B(D3{gRc{YFsiN52hpDu{lEa#T?smvD}x1Q*T|-T8H-164Hd}UWQJp z(M0~aP6+%U9QPYLg{r&`?a95B(Vsc{FdxddbKwUuE6Y%gkkfw}M7;e54Gqobo1hx3 zbOBzSMc*ppVo~!cdnknQ7)%iOaNa}M!W#XXirl0TAk4W6Dp&ny;?;X0TeZy?TQQ` z%CMI`U)zCPLE%OytVu|ER50dhAEnBSOUX{7`0Pl?>T7@c+{%6-I(>?`Clqj1N#p{ zar&u|_L@yz`A?73x-jc%w2fuMexe-3akYkHax(D2SKDg217dN--|)MPFDXDWeMRSY zxXhP<_K$x$En&^4(H;;Ih>3{#g*`bANN*YDxNju!sMuKUOa8Al2lxd`a7_=|Iaw&2 zRrY4V@{0>`9=o4=F{dXM_9`p|Ja(SYLaPsB@k5Oxk{!Rm9J}|5X*Ga350ZGomuk@| zabUbuFN+FPeFPqDlrag>6mw>UZ5&F4JnnKH-U`=a^8rf?(|jc z376G&8&a9BR{GeN3t?{sLj3LI#rRBAIeU`aTmd_G*fZQmNhop`xKj|@E8?L&QMOFw zaY=s@zIIB!!!=o44Qh-&)Hmv){z+Gw=B}Q240bDJzauek4ijw`GKN6>K_Z=4eiM4F z$Cf$%_8vQin~Jl2mQ-sy(EU}@(n2r4~-#VKZH=O zCYyd%A%)ibdN>t4Al1tgfank-;=3~qdlkROq6yqHfOU)9)w`V}F=>swKv3hse&OY| zERE+RJQwO3n?&G_Bz=7wi$@BQRcn7;z>3MMEFq%tWfD4y`?|TIA8uY9XQcko3d1nrrb6lL1L74Z6U1K5A-O2WySXQQ{!@=iQ-6TDRNOQ->OcEf$D#_%f-RT%476;nOR=o3Nm(|Qr=??Ts-R=5M+hg@Q?cl! z<$2+LEv?0z3~Iok6x<1GeyV>DLPDj=0a+M+GP7z0w0~q2Y_ymb9u8%YYBZg5l?``- zJUg~)-p!L^Vmkrx59d!j)@gS3zPt2sG3fluA}LIZdd@OqX+WRj?X_|vOu^>Kem@g# zHo!w*Qt`+O?GtCb6p3zx6Y4^o*_&IoQTs*oqhVCTBitilo+!vs6P$m`O$I&xx+tad z3K3d7R+SeHFxQBk@x#kc+iqd+Gy(1`<+m7*x&eppuvo0jChrO>ghd4ja*jx!{AvN6 zDuQ}zI|UXCNrEX0<(EU8bbMaDQ##UyRO$4h(Z}T_bK6fG_bg|l2UF1C&q64{P+?ut zc~EMwJrLs@ISnFIjJsEsa<)G=q30xO%0Pa*F5x8o#we&m2S(JVmN@ zdHRI2pyzP!XR2=b7dmY~cV2yQR74`3CAM6%YInJ1%gpP|!S>Ju%$!D@47#jFN&AO6 zX2h)h(1Mzuu<*jF3wsr=iB#wrrkq_8Zw54nA;CV%0Yu3-9T0!4qeTCn4b2`zlA&ZX z0y)pCP$p1vd>MRMicoocS@{L!D}CBJJmg$O2z)OXL-xu@YNo^3hs)Lr%)&cI4N{%k zfQ#e@iY@yKZx58S-nUT2-UJD8DJsmw4T%&U|p?l)hAT-_D^P_Sd_C) z%5;AJtO5dHoF9KdTAKt_0gA7?nCaOqfq)51=e%p%P5;H0-lCfxb?C3jYON~KkWkm* zih7w_E-#CfUE;Zp(;%TQRY(-Z`oRYtfN=#_UE1Ua@4)~xWa1eU8pN8kTEyNf9={n3 zwQisO{2xI6Pj*<-%v>@dYzl9oNqOH}CBxZl%fjO2zs!GNN!l{G-@HE-X@X4N?N2Od zWeugIN*P(ShC_A3I%XM{PS6)i1nJ8*?CvhZrnM;L*Dj3~=s-AgLuu!rDE7~nk1K7T zh8rd!uMii~IrW<&7W|9PkR2FME48!&gXo+>E(eT{;^y||L&ES_y(=&t^z%}S`Q%L; z?lZwN@{)hc%K7;$uUSGsLNw~u;sz}2ZCnG%J08sq#PF$StR&ra?l6el=2qdLjAq3f@!_5%3bRb8CN(bHV@Zmu)27PR zO#SH1=HMa+R}$von3*k#NGUY>oGQ;wu;o9q?TCM_EQC09?S#Opg(DJ-t)iw-ok?{L zMy}65yP0i7@Fn?U8k{ck-7eWW-gq&o=RN z!oGY3V5lyi0!MBlAASkQ`0HZg+?-MIiCB<(_5qK@bs5O9aWWKwCK;DL7$pOke|w7)%>{ z<%!JV$f#1d5jQ@BUg)Ibo^6bnCO(bYfh=!R8!p7f*l-q6m5=kQEhq+K||7U7Pwh^(<3E6+4tb<(`Tb`|}D};_exJr1=gpPufXB$*R=oY>9 z4mkbDHd6yLeLw~`u?-e>sS!IoW`}6f1p$_>EMGrB6<#D?sgV6BPl2~;s*YwhNiK9s z-iU?9)#?P0$lRme?~DFpPCgm;m68ICl}wpQ&!6K(aR}X2qXc`jD1I;ol)isjODxJO z0dcMpY?+a^qv_$1!gAId>hlTZzEn`zhp!-GsyB<7+4nJT)#a1ebP0H%_un`kicq0z zs+?Aj?01uoe2Vfc&HmZb@q&rqd2J#|ylmRUJSQC>11lMj=Z8ol`Yi+9PK&uSV0aFx zy<)r4Fl(NC#Yi==PP|F@s=P{bX3mOvxw-?`s5Ub3W~aYv=Jqbe)PIEage-WTurVXb z^~Se`$1B#KVN^gzOdNbjVS2&FzKIz{q29*k7A-?f{0Ax9^(wDIX0TTi_HJ80T z10n=BIW#wyaqIy!ZMPVZC7kt72CFL z8x`lT_xpDD?y>*wlkR=6##r~nHF3>*j&-m|2^ExS1x@UXOvUVMooN~A7`Om(7B)sM zPD*w*a(0|Dv`VICE`YysR%lXEVMkL#XA3)95kqHFE`YkJ2|&cu7{J5?VB~+~}K*qw@)Yi$A67bW` z5n%oA1HjnM*2LnU(wyl2VhMjb0Sp07_NK-bf89*ojZN+UQPBYGO&x74oSgo?11y{X zW{!ro&VPI0YzMHgHMVv!`6q$D@}GA9O32>P?yrT-U)^6Y1v@8aCu2toduPDks0t!t z|IX9d+|c=-*iIII)d0Jne=SYyj9vaI>0i3PFn_hqh8DI?0B2Ko=YM}<8JPl1ES&7E z4L$zG{tIUBXz{N!T%0Uy&Hgh38i1pznW3YJwW*WSUzoqx|8(a+>jeBS)f?K|TYLP= z+wNah|1$>*XD3tZpLEcSOn+k6W|Ie&Q+WxcyFf#mGZsKD9KXk69j{j;9 z#XmDc`8Nqe6FXaL4}gD(=}%~SIXmaSApsQscP!KW_mTYHK=FSI!T&Av{=bp?Upe|; zF7f~Ceg3b|VlLL!a)vg42jJg32Jm;u7}^52{##{gYw}+!_)FKn@~2mn(NGoCqW<43*nb%+ z{2c^m6%YHrx&22qvUVo_^Y9OhkdU1_z>AiVjRQc-#KHLY{{2melZnOWe-rXwK#c!+ zmNj&Cv~UM#|E+(Uf$?9}|Ht#6C*A)7BWi1GXY$YJC_5Y4n*5!%|0(!KZS3Oc_?P5= zEr7pO|Bv&(=HArQ-P9O*ZQ0J4JJ|A9X1a47M(*&Wh<1N3A0<%dKUR^vCr})t*Wv7g56OSq4OFf2YoI>+LVjP5e zH>@xui7lHZ0chZMb*9__B~U!tsma0~nfGbjB`(j|M49*x7A65UroWztZ5 zv2uTTzAPzP7oYHpMzuptO*Gn3r#icpI9csNshK^IZ2QUFc$t9b8y56^GFN`p{M2!{ zQ1?hH_=VV^I%KIa;3s{0GY0E3sTvKa1^{=5Rurc8&xV)$NKqS*IHT1)KbeoIO$gz4 z5H&xLyrO#lO-e#{9U<}QP+%05DZVbnW+|L<_gq(Z6|3!MnJmQ#J5w1_^=NKsZ|a_E zaTDT7jUhjYhGLm)k!n^OM4N!nGW`(udM7o+XIJ+idsN1!0tIG4AO*m0&PNSI5rlsS z!K)(mmueyuut;VLU=t-w{otH^MFDUSlRUX~U(nXttLH>{+Pvylk;7{iTV^MHTXzd| zmc3{}kNda{Grm4cYAC)-#UevQhVQ+_zI;(zzG^TW;4wMfoHLmaod=xOBa!2<`~C9V z)ljWPxi(5+_=Sw#UwTqH9CYXvw6=c(+?;l2CX6JT8h+bQ3#(>lH`|i^L0cl9%yrU5 z=Tlb!jVB9#db8EEOpvP>K4Js9!wJiOU@E9*f=quI>cn~z8J7AwJ#o-!)Sv?i7jJ)* zio=&s$M2FMR6Lb?I;zwqP+@vbQ&w5-6lM9?u})PcRWqqFva@j)+-|mi3cP>Cy}5~B zWH#eX0aN1iIx(X$Zfu_WG{|K902zz0#HE?V!d{JHo~>i0X0=ZG<-2Cc4w#`ns5cod zDrAFs#LY$8CsnF*IG0_f^d}nx`{eD#BsMIwhSrC6kOg5Urdrq0@K}i)ZsWo9JL8lH#21(|h?x(^%2KYi zdWqLZYRFfdkffqW$CIrrICkjc(dY$4F67B7Ci0v}19;2ArqPrlxATXm*-jnre`p*6 ziL}$HCK0~t$$a|Fx5{W_W56pOJLs+&NVFs#f3v;}^8rn?1hBClC4YaHn@7Z^dy;r` zz*aR!x8Hoy?S_ZAvI+{*WHFb}UrT%NQ=F_9_ssFq1q?h;eH#&=5DucFFB6~g^+n@3 z&WRCk8mR5`Z4&!~;Yhp6EdNfN@G$jBShlwuT;A@em8tEAQFjVj*ST@LNP~?bphuO1 zQ4zd!mzHO+dqPHZ^Fe>0$WOcPCfb#G+SeMh?QZb`SHycv!t8h~Mc} zXiHZU1bZ9fkU!Y`Qu$sziM>s`N+CPkv_oj-y1&zg20M2~ATiVs5B2^Y;+7B_O@Bh< z@wksOoe*|$#X{cc-o}i|Yaa}VLAL9ZzbElyfSQnYO)W;XJg7r#XH8G*_9!QU3Iww? z^i4j~a}h)JtgC;tDz$t00f$o!&`QlDtX8nJn!m0B7ln6+y>G#cO}Xr09ZB%*QV9el zd*Syq(T_}Ntr(^6HI}W9LdMO8n>I#zgmzI!m@dgbM1g(Is&waCbaaE9G#hMGrT+{? z>h~U=Z+WreFLFGt6Xy$3j<_xKA}!lhH1-QxC34(+Z?1n}9s)`0H*~0&r)Va41R2d(2BWkq_1N{nlnV-Fz#IjyiOhbgjS#Py#i*q*2>9%!$l#m%Wj|DF7 zvWkxJWv71|o?80!&AY*V8&;E()oD;uALIS<@b%z<>mUQte~LZtmPIx;!!zZp`+PEN z+Ct^mDx!$AxU$_Qd}&%MF{E2X?5D><^EYtpj7DEV2`P{nzs(>9eux5pJ-e6~eHfx~ zxL9+2e6>gwwVGch+cQgaFU_LM(ne?L1wS1IyK8^*pS-l;aYEDZS)c1=nMlj=+ux`1|+39(tA(LgIBWlcGZ$)5gh=?-I$UDE-8zh zZP|aRCUJ4NFL)@1cUW8Y&=-u`dT#328)3zv#4tMGU;UlsiY552|$xo}^!{-0#vDY^( zBB&!wB(rk04iNMwm9h!Qs{`G$_L(#Q}G2JZjQXmvtzLr5gZ{`icLpP|$5@;eE zJh}MCnJ$nKbQn-t05^NylR>KSft{C)N6f&q?7E~1qf!#*t6kSh6LF|u5bjJ#3d&mJ zb4&tceH;np?}w!W&rglq#Jr+aiV~A-P{U5@QGb)bAMq6pp@^s!O^QigG&X-TW)9A` zwsm%4{Nvb-^K{_XHrZ78ryKmb8RzU;A7&2nPmJ zcSD=TClLRwoqk5yQVxc)#_NB*P)%?RZFGIlAPP>_*bG^b7zwUa;8{6QSdg68QVXt3 z^!9nG?us$8>k|4r4+iUxtn*LaF{Llmgea6w`SXeQ1zf)B82^6>424+09PZ$m^=;QJkj3wBsT+(dG zp|N7~gkK*xpeuM;$z6Y=E%M!z-24m3%rVNeO^Xxc*o%q^Ir5*$U<)6jE z-SpwR3PGE!>bbdc&4YD1^CCQ^?2Q(Q)XN>fP!(}xEdU7!F13H;mp*EI$b2N`-l#(9 z2z2}C$^2AiHY4HjAhSe+>B}M$yP_~&*Pq@7OMk4Kt7ayGNv8+lBj*0*k0Of0$nm?I z&4kCfa*N@pf#e`HtbXqnIg9UTZ(p>+aQsP}K2VKuYhhDj_iT25({w!Hh&1R}9_{0B zey=>a-Z6GZAQKFP81UL2%j#G|VlN}!9^KNV zk3caA+-$XY{X)Ox5SO9(h6g9CDJW~_YY6ncm!pAKRiv!$x1JO0u{hPe&N!+`#ZI5d z5VIw|{WR-BNpn;|A^XP?7w6%hzRfirT0NSF6g4stl`k1B=`2yI9t9x*|c8^Vx=|YrdeX+ z@0(mqKCgf1PlQxC&_yp&t~jb<1SAJtI9!*WdvnU;Ku=ccma*(VXs`EH&8u*%f`jU-@@bCs<>%>r%3;D;NZoU(2cQW#8#$@ zL7rpj^LdeL{ZX7|zNPx8;mU;Mvq|{_XwoYpt}B14+)5|P`KGFCPHsfLb}n{FXcLkP z7Gb%Iuv|QiEWs0NR(=_voO4Y}{t2VY{L_}BkiGEMP0~P(39Q4A{5)3SW}Jn+ss5Tp z^C^;v#evwn{CA-AH0qYNiL$oVAmeC~fzNlt<`jFj_dTgypLBt;?~^mR;XPl&yd=s_P7=mCZj+YZ9&tpVZKVCs<2nK6QV` zGOh|ccB>^+eej9YLBRohY9I*=@xkNOPP)k2o-7_k4Mbwy_o&%}GiuIH#3WJpkznv^ ze^^+*S;5SutrV(lSA5+F+;wMm(VcnegENrprkp)ixH^BHX?w9~(K)rX9t|;dVRJ)! zgIhU&GuAU4DMUCQSg;un^ck7@TUCEHGU3yGZuv;n1_wKJR)BrZXR#b|X75|`c{5^T_vh{p!mXJcaNMV{cp+w*wsq0!FS4Pjd9 z7(KeD7CaoZmKY(sHYj87s<)DLgJ-SUcxTi8YjQZG5WTr1QXz}lXIa+oUB-b8n><(f z^iE$=t*h`=xyJPdHUKohihO^s^=|FtAxOC*E<37pqDTYd=gNi3Uc!acD5(}}?ySBk z-q*@xHB2N1RUJEo4Cvho3bqvR&&C>X*KH+e@--`bzm?DkB%C)ZT12!EDWSmIJP`r( z`~(z!EEUQWV=IDm29SRIy`JmZxX6S9Ct!?mJkB`i^iOL>2nG>D0WYDS?qL?GFBCZ%4s=)XtDbyc($8`H z8F1-wwNA90kyz@1=Njv%N@-W19V?{4>N92jC=*Ie>WTuleSLp;!$s+%6hP?^VcbSM z>E>K|tJwj0N!%AcRD{|`+GY(kL5eXlfi=KO)?aK-`MPP;l}o;E}XJ(|j@qaGI`0 zwQ3xhMMVJsH_-Os}zD&JEgmn9EN7yuRculbbv< zOr!2A7A^DReO8{)AynSlby~ZSHhUIKV(uzeCs-{eMg)JZqJV{vOi7oP>fwU{!54S) zD?J^tRqQ!_?(w!P+ww_|82>=bc1;Ju;tdAcx#&hMq0iMIZfOn1z!R?PXRX;Ys0zzf zr)>r8?KTFkY_4)}@;2JibE2Q;l{k6pVP`Z#yLLcXp`VPv*8Y`EmnR#`0|Yn4bF!={ z%AfB2BglWXgnaM49^jbL77cm;|YxA7|#?4 zxZA%dk{T%v)nRpxpdPNzy!2U*;zW7RCs>Oed{!0SB)L=N`JtW3&b9`4nadI#4@leM z#b|Y}`tesC(p|a0^#`jd)!;9$FqCr|HAFymUgv*E{>kpZ>=uG^+(l;uz6QL2YP9!YH$^VaaUm(ig1jQrp+wh^q+?kl6`bPuPxE? zexmoW%GHJ2==A>SNZRME6l&&x+^3j&fbw2x;S`0+86K;Wvm_Z# zBt|2^&2GA=5|gN=P(x{bB#UNZZ90*?$;Hcgd_ul$287B<!8$`ntSF{ej6JQE@r-SJjpmfq zJ5up4&qMSm8pbQ_h>}zfp>pB3qmB40aW*v?D26SCnqRA}c{Zo)Kx=c*;!P5My%ago z@|;4ml|MTsLd+FVy4ee^I53u8B`3~!;V(sfKnQmb(qXw>p77Y%>|>_nBwjqHI9z`% zAS4vD4;dCbxp(zl8#l>yQm*xDxopBr*_zcMp5{X{bf#D3EHg={L8~t29Sv?ZZ&BO2 ztew3x_t=4p78l3t(F;aYc3XS4ynZf7vMFvQVn?{mWSodCH)OBs{Ljcp>KhB0|_O&S!tt+op9XpznLI( zGkYW9erK-{LKAxsdfxw8sJ9%3BS$I^E9c2_?m2{!!m=h3X9o#Iy-wBBxc@$oLLNx6 zfxYw9s)G8%knALirBv&Kd1QaH+w;VxX5!FN3Uiv}d&jbh!*Od~gRywvG!aA&OL~&C zyZZ987ttr&4gFQr*wx>ub&xntvG16Nl$ZUx5uwvqGNlx`l5S6udwwxaqE22f4&XMs zZ8hJVtOZdLR7P9{eT$tMNqB$tNdIT9__qTN8inhUnFn%2d|X;RG>L!Lb|7_YP<{cD zT$BsiyQ`jS5;UEv(n>U+g+Kfb)cT*5s}ka6qMiM6elPfgmdlK0S%y*IyujC+xZi3k5~?$j zWJ0M}+kWrA?;GXse0P7}gd%eNo=b}YwznLZc#XiwAA&PL(g!R2g&5@d@duy$ZV!4G zKtenY6G<0qnQPte^Ikl!5V#|e0Q!@?JxTQg90cbpNq_T7IJiF5f;KRvB!Ntjw9 ziws_=IrPcvisLRJil&dSA*t{j+b1i<%R{jG@){X$x&45@Co)2cvRV=SI`*t^eETezCwC(P;~2M&Kx(hJvRT$@}`ilw=l`gBl#Iyvv@Rcen$I z#ZLAMG`lMnFXMlU0aAGmTtR~O%W>!wobWI?%t<^<@HFp&E96x@3dTp_Ki1o@PhxN3 zFysSM(AbE;4L?2bd=%;!3h@q}OLJVL$-?a57^W1t$l4%~tvVNlB6+TgYeQ+E^1Ltj zko3~VQup|Fl$9fmSFIOg4Su2j;M(Wjas4y0>K`@P~^&n?+I(4?Q?) zUnQ|~d&wKxCN0LI>yg8=7wTyvFfVL$ zdm-uY`G~oy2Tv)og35}Uo@`m@p=rdj;Vzly6@)|Q%MoM3!s=`gU9j1+CjMV~05<_N^ zzPx|r#MWSVen%L31`-9s#JLG`@_i=q*=)hoC6W8~b7O&;5QG&cGYtK?tG4-3&K9~a zQ|ceAtzHFuhLs@j4roMr@{G~Y^93W~$~5u>$P^UF?riE8ubzA158l#_>di=C?u(~D z4*0Sr;w$W~uxDb|LDy<6CVzbUw2v#C*F%5erC$^A5YPbq7XuxhY27HNTG+LogY+*v zE;iMwWG2vMfu{*YNE%}^WEo%c>aycXv~jx;=7vWwm5H@xF>58S75Xf@CSdCVIKbjg zBEILV^QpXm-jksJWldWN3~8U;(o=q5>&s0FDda7YUuq^N8F(E1%2>ojBbwl=nreTC z$=i021LkRCC9(ob`vlkBcWJ6C!OC>QIQ-zc*}ZtmqS*yF$_l2uLZ3M9^>+jDG(^24hl@54zLq>yC^ZDPzE)s zv>|LA+`UYO@Pp;0F$WZseIyjy^!qw%Tyg1VI29k_o-2eLjL z7H$}mV(*aSei56`tEg=`n=LlZEF#EPU=vxcNN_4@yNk-uf;mK4+BW%65{bt9>u2;rYSzt&ynn>=%J=I}C^cUQAVSTzf$4jbc8Y1gWo}PbVGL`q;C!~{4 z(lEWONV>%4*_SGS=V#ugpOl_b{!|opw1>Dog#_FR5aA*^s7Z^8y&V)=oNk_;B3v)N zTkr~(G$cvZs4h?p9DSt{RF=7-t!jvP&jqmoOi9^WPQcbi7}zW&PSYxF>JDnDoC#bR zCNibgug;F)n4r3XPy2uPoUH{v?wfZT%`KApC?8mquBxoNh(V6{>aJb4$Lt`Y^yP@qh+e* zMBC@MP>OJ>)eeXH;fqu1%Oq~r_fDk>Hu`AQFduB2J1L!`tpI;|MBQr04A!l!X^?tDBGI|AR^Gg&e=Nm z26*F#IX&e~Vbw?lC&U#?!9+D^NUzn$3`!G5;V_^tijS}Pzb zChA(4d$&2?dXLMF09Zh$zxeG6hB-=W1RawEoB=v;A%P+oB~F2VOKs3IW^o0{qpsGz z)4|Xn)mYxB3?nzjHUGZ(#jd5b#(8Sx@--pX$R1kvSh0scgVah_wRUkFN~A^wU4qea z*Yz9w)DH`MruyJ!21+YG?DCi_rnco5_XDR2bWEWCgSz$R;yo&43AT`3soVE5DO3PV zm}tUEAfOnwLuBoLF#OkN08x6dn{uw)YxJe*gCGUzp4M;s)(mr`+CJml6n=&^F-xJd zfyINWyRX#K#q44fM(krCcpMGz?MdZkCyJg|XNo1ZFEoEoO0g_un zrE#UUDvQF!*8trOaDKPx5KO)FIP;bubKz{GyHrc(qywk(yOuV@l}K!zTu-n&K$~%F z_Smt$OB}-Brw3@yjE*-x=~!%HT9RN{h_?ZgkPR1#?HHz|bE=P-2ULfLk17XEF;6?W zx>p6@J`L@EwPIr(V5In?>hd)Ny-kZ>&`clpO(&TDq2}8UH}3ZG+RV~X^L|w6LFJ^JAep)kIaZsu;}9Z#iY9NLt0ivqgZ)S8n}P zAyqD(1?>9#_9{SS$9@>@@pqY5SkBL-Qy&uT%!%-SBp#Y@k~j6C)3vkK!s3epXY z0zv(M!ScOfhxfw2y175mKSBL|Sdxv%h5Qr9|7`{WQ#_WiwtW>_gWEp> zyEpUA`s(A19>>JiE*OrRz~1gJSFff;BCykc3C9*h6M;6{dr%^e`iIspAZ`2`O=QG6 z(UDMi)9MJ;1azRxa-tMc{%)04);U47Y2Q0aK$^n@W(u?fH5jyIHbjycJ8Pl?8%vb z+Z5@Fgz7$2d;z;J$3n!h0B!y;W$nJ9`oNw37q1moc@t|R9a*%F!g|ULKSF}BhNgfj z3sx6WHpG3Fc?74WNW`qz;MVSE4FvK9ab(!%AhwB*N8ypRv{t>CPiRFvle#uV!k1TF zEVb=Zlrw>ewucZIwkSLsjJCJ7<=E?gbv^zxm~t>{Sn_q)MUn#nm1Ljpl5Y{+xSVZ_ zM$deXVjORMl8_qe0a*z5)uBjlml+{QdFF{xo|sat^`;+?qHf_NwCX`6M3!dTw6n1- z*}bS9-`Yps4{xo1ep|ZBLwKEVquc++XIw)YHnOu7LKEI}Q!^nIkVh!NMSHY=Td;J{ zoLwQ%U{ljF0Yia6>nUdUXRBT|3f4CWXyzzVH8AM1QD8U;OT}{p)KVZEHRjH>oV#F- z%j!N#l{fFsA+4Q{d0{`wcm=agD^seKnTR=3C68`{u!(ZNURD|!HSG+{=X=1WXhP(^ zwbkSPIbe9$~XeUtUz&WUL{OTio0UGFAtb7I=Qqo!FtGgwCj3&nWlRD9P zem@Dhsv^8qo+Dr-)GwiB<0$#vu*t-QD82#>%z@`niOTaC3>%Y9JqL^@# z!=ObVVjKzImwK@dD6gwfCFC)>LcF zkHh}t`e3BXFwv)y>izy>4f#x8j9Q@%B4ycQDDE7v{ofWg=o#1@9_%8{cZ=PQ&Oh$T zOq9rNB#e2dF8pi*yWJkB_dtby z32<#`Q*jQjMo7#Dr?DKpZs|1loa_1q!lAaN@z}cP?2FltHHotQQL47EijQ`!>jI*I zr#2eqZgNs%FDc&Gj#g_uU^&h*+fwAMl}7W1l7M50hp7DKt=v!?rOZSHIzq^6`DTO4 zM`r2(bCn_ANK+ku6B$e;2SrO7K=uo)Nd(uYFJ1y-q|zU4g)*;3axdE&^SaF#pyBDx z>5q!mXMK;@v}dzii_s&ui-y{3`T5+0uc=SMY8PW`J3J?DH;AB%;p8#{GRwGoTA0f$ zsd@5RR~xywdjwAF2ptR7i1mg3B~&%|QvdSq=ewzmB)T7ex`PD@E|8P%xx{Sf)FRBH zcS@V?pXD$ncHwrVYCVhYQoN`?+C3$yGDhgv{Dwr|7RR96ZUm!(u=)#3kuC#dus?K20e>kXtbL01aT3apaOd-2w#TQvS2;@ z!hd_9N`O9p<0a+MA|)R0Kva(Y;>vvUOaIjAEcV7I9^Yi|OIbmOoB*H#5tMak=$XG$ zdiQ-U=&4$s`K+g|UAPzUG=0|Ozl6w)CbRvD_+Y_)BKe5I=JpLfb| zwAGlF@Fd9)3r$!AL?@ue?PDc%u{6J&6xg}IZTFOa`(1v!0#ZFs3uUFD9CS@afjQD1 zRQ|?Xp|DL1PAenbE0?cWE1|t|%zVaHn9s`YcylBcRrHx+x-S7*!v2OR*qhlEtb8`P z#hb1zHb1OfD<+zzO}k>y2}t1c6B-7xg5doCJ?9;N6$$7M)ndKJ`sD2(V_ZRRs!^JrBdvI< za>Z_k7r2Dsy7MfC#w#KuatapIU~AplI=3_g1{Z-~u_c3STdczsLXbl_x^ag(kj!nT zIs6rU(9T&K-yXFyIe8q8kR+f=%(tsQ`bE!+WZFuV2H!PtpM$Z*e43LCzwDKW^LrbA zx{XlJ+Nq6wxv*FDE&ETxy&2SI+sy*NQ20#Gm}|m*+#aNz@a9;T6FhX z6FaQ!K*t0pLsoGDRY~V?bTD1M9t(m1%WQeI&||ZWY0Z2HJP3{?eJ3z}Ap}uP%t`z! z)Pl_o>~8yZvM8>yYu!XI4DCJY&}L*A5409*+4>@eF(C^s2OmKtSn96Kw(Gtep*lr)kwkU*=(qBJjv&V4C@wUM6| zS09O;R9Y-Do90_%Nj*{UJb6uD9xKyfglu1dfyUg|xB`~b5f>S*WxUJ>11uHjvFd)S%OU|uhlC&x3=&_Da4R%bl2`Sx#Q#Kb$R@%kX62ake}jLx$AK_ zb8gW~s<-i6jFnEq{At6T3eWQd38H8CAMhkVYQ>Yp*)!{@Bz}IoelfxksM z&6nN;MJx|4oJwh-_k2Ld%G;QX8HR`l_@44-Oq)>H= zuCLv*=<3@Zh2-jhpE(`mkw?CHAWgZ!;;4>~oi$_M#uLcC|FR}el03kpN1B3Kz7Py`JR>%=EQ_`f_FJJTiVm_L_s z&EjjG-xQ^XU+FZVeX|{1qU$rGhQQ`f_oG)_6dHvZ=}&6)(LSF zFv|&A?D`UaEkl4r;TUZ`MwMnwP`Z4?ENUSEYhbQZhP1B88*XfK6Blj{CO-ro?p{l; zn}W2Q)t-@UFE1TE3aY|)=uhratw$Mu1YbLFsV>5*4gbBj!q=nfBcL7Tje7Wh&^>LTVOkS$EA6O=_k;UYa!DIn^lo3c zprdw75vX%)PvZa@3n^2KBULNhd~bXbH!9M!vw@uSY5Y=s#+b4_O{HvAA7- zi!)=%`9;qgkQBs>@6^2j{~AD^_977>M!= zvV*Bq7aNu`Yc{kM8t`0mOedJ%rN)|*LOZrJqPGyYEBd2CGZtZvU4UJ{4AhJlGWV3O zbY7Y}abCFzpyPYnw{Ph=ZZ2v+NcnYtHpx6qLJ!<9pi-aq$uwFjTrb6wYe{}r-0W7^ zuQhRXUDTW?U8wHZ!!m51p#$X@Pzc$Z&`Mzh4We}iI>fZgbmv+qG9{nEgL)%Er$YH* z`|8hL6F@(Y4Pcz|K8w67#}FTuRi)ZP-yFP534{@t!mq<+6kQ8X++-eF;jBY{nKjxa zP@=g_^+c9-cr_IcJj4tdZW;3<2_#6K2Mj)(JLq!#P_(o?Cz?O+%#eg#?m=JhrmIaY zOUaO&eY@T60oKXy`vkhPN7sD}ub+Ot;}&3O24b87CPRw%}~azyBovjyM)wenrF8YwQ6#Aca~e%0q+w(0ER_B)17C+0;xKi*MH z)fx>dLOa{tprLBFjC`R2Ru$tym)OG7NW`iW%e(C%WpJR#&A+Fl>MNLkWQOKUOV#1g zQnwLCN7lVquHm_V^=TDg2)$+!)5cC0ERjU`;mi_?kuq%4gH-UHzAx7~%hCKUJd$gC zI4{v_eR$8ct3uy&>5q4jlEDxVxmCsu^va0(O&JEPLPfcrJPA465^pb-dwbgc9aGp6 z_*qEvJ4k*=v_cy4%u9QJLF{9Ll}op8cj}b`T`dVNBN)0N_sG0bTQqjh-*J+8Ef;@N za#u?(CXbDXq*jHP8>v#p0F$aL!J+1q z73g8p)=~C;macq)I9MOa%rvn`3^-U(Bi7PIYjEy1Px~=!4 zrVLIa7OkY_gzq4KV+&EI>#*e9)&0r|HYQQa?efzphqwauV?JmnEj4s?XeTSs(9jau zHPP}ujQBPmO{C|1U&I7<-*iU8LG&3sxBH8Kv^y=eAkX64A4Ps&Lu6R;aEgf+i3IzvIkTBI1F}iT7@d|t0aI|+1xI5oJ-;_x_;jRS zguFDDatrr=3;Sos_Y?z_g}rN zqU*Q~Bt=uABj+XhyWX>X<$Y>clCimSmg$g~H!5n&>5Q?_rw=p8SEqwgM9qBT)ayH^!rVX~ipOZ&L8GV&N1D7)E^IwiR=mT+6a z9LWv@+2E`yT(*O=;j!6#LmZrVibnDr8(*n&>bzNIn&Ua@MAtIX#ST5JZpSU+dmOo~ z=XN?FCYmjvm#sYk2LB8GmyU0`eeqGxjylUBnZAw!SCi&NS$hXmE$^diAg0yTDcCu=yB? zk}~$<{gBChBE`R%+j75zyTUn3^^R0mUkNe__Z${(=@O}uw-wgAxq!wmDw!Zv z^4?Gs?yo^aAdE+f(;nc6`QSN1-|IUJl(8aqW_Db%;8lGb4&j`$2XD}oz%1b845y5L zo8lym!{3k3J{4o-~#f8!N9a@jTAsnKxg_*-m^GfD&@5byHmwvPgvmu95cUD-+q=#l>_l~bV~Xm9W0GixBYZ~pQrq~ zWDsO$jDu&EXa;a*dIf7;YyTV)CZN9#fuIh8Z$+TetiaIOk4#N7(B&CBqXepV%srl_PXm9-6-|js!~Ev}8}7_EV+hHibki`jeSiU{hp z(rQ!v-AgsMp!PO+-QE*Eyokn~QAlls z!Ry(}C%A)+2Ah+-nhx)}$TpV#UNg!bGRf#d02mX3poeqIBj$Tx=7wbFDhE}nM_yY( z-U?eq1D7xM8@PN944NJ^*`NL(U_ZLfMu*Zl0>Of99T-Ht>L)x%|+zGdOx!pCg(HkFJ^?9(-WMzEqYF($CBQgDldcGGc7F8OieT z=q$XPV2ENE>^84|5D5f!u$wA|@auWa-w|9YW+>VZZV7zqY@b=lV}f}j6xiW>Th%4- zZ{fgf+$Q~B&rn)ZMFY#!;f^UB2Vyj#wP8PgAyf@`N(`WvE6iej>TDfU#>vX7^W8#;*o`TAgZ+H=urH)0tWVI zRZ1s0GD8K!;Ek$V{tXcna;DV;zr%zCW;ys2#drR!c3{XR!q#A%b;^iLtC>B>$rU1n zeK6o_ZpKl6nH972i`26SERYf#EEczYZ*4O|q(>Oy@*7q?rB1^DU5)`jP4 z{Gb$$>9{5&d5``&!WS>5l|xf2SW7U*pBGe_m)8&Bc;aNO+Zt^2yJpU#UNn4GLCn5; zb!lnF0O+P{`6hzjywQ1-vef%U$p?hM#&8k0$Ndd|sOT9C_O6}`Y&1j4$0D#wOq4KH zXk~)?hpol3QwPqbE|m1aqbu_ofoFSyJwM?`cn+p9q+K;9#OJ&PPa&!VYE?mySZlE1 z>Ux`CAc>D*=`SxNc2$dTOZLk~ur|b{!+XKJzfEwTxktCzCte_MBFuZTt-XM0KCE96 zg3%d&LY)Zr>u6$(e;QtcC9>&C0Sn+@z(-HI9WAijR$6BBr8JIFaa1IRm00*a-7>-| z`v{0f@MXPKy?VQzv(?><2n_!s5aChKr-N8piGXpSXANA$~jm3DU%9C3N&^+ zH82-yas=hYBj_&~pM$)4HF^U=E?8sYo0${>FGnswT^Pn3%WL7)X6m#GpuNWI1FxlI>wxD49Me#%-`_G#{dtSRx- zZWNajMoX`b=WWa`H!(kM?OvInoBB%hP$+qZ`oreknu7tPdg;5l095cuHUT zp1N-E78tH~Sh6!VKPP`eymL*CZbd=mHsbQBpgKJY#Y}?6ioY4tFf?0;3{bS*cJSMooTOV>y%TAF{0n@+rgv!3OjUFm!ac@(ML|vf z|C;AO*9qW*_}WGByxJuSlP!VNqUaD#0s|3&~y2Gr|ma?#(|TT zq<$~~kW#lfWF}Rn#)S~m`VD4h9KYmDvzZ{*bKO?|r6u`1Sb@0>YZ74=iFO6N3KRPk zwY=VDxj$-Y+U%zErJm;-SF2yQPk_+^7M;qUxg$uCF&}kxO_pD;(;@kCq_(B}(#!AL&4lNy!sFeqoz0(%*c5Cc*@8;n>iZ_(!5d(OA`H2;AM6{V$Yy(7O^c7eAxVQN zQRHgKwa#JUUv7ZvEaLrtAK1h`GAm-eMD!vt9~{sZx&S)MrxW#S^yG#G^#)FDp)%PG z=lIklPwuL}S{Z|vy88@>mrZeeMLDUsR6t6$y$DTLn0Nd;74YhyKg03K(u;v?jGYK< z+1%RMsA3`{+JDnrJ zntdH;5H;Oh5t`SYS_WX7WC_}QQZLoa-1_9W5RG2cqzhZc##)DFri?OiI0m&Oa4U+7 z2drH4pVjZMMI}?3zcRLc;HsPX;wY?z%>T!3H?CekZN*^eynScEl|eCdSxWcmk~|22 z_A&mG%w;w;OohyUA#@2gRj76%x5K9T$-V#y8598) z#iQdZ1RI$S;$(;cCpobU6t3tLjCN3+*Q-;>kA$G#@7fa8o#m+FUJHc=D^!g*S;M*z zQUz>!#{{oQxs1gk_G6yibkyBy)g#2X$j*9(M21pe{HX6Vm{Q*H=uG?~VTe=G+6dyu zm&zU#_?3u%!Xa}1lEIS@m>#6Q2z^D~K8Jp%`5AQ*0roELb!L%K`QnEpZfh(sGWpbe zL(N$_Y!uZ4;?^H!L8{&xoW)WZyktwWluZ@Co`Xb=L$&p`H)`;n+FALbZ9=g=&F24) zh}&@|ObKxCtP*T5TWosNK`ePdtLzh zSEm4f#N-ESu?ul=s#?c4dM{1@e%P;7alfC1+%}Trp z-UZXSVq8rVd71hr~F-4SZWzj)qp8F$?UXPrYqC? zOxgaG{(;SY^f+-L_lT3}mKORdJ^jaj2Ky?|sQQ2}|X zOXzW1QKvT=$S}+#8x`iAH^3nljs|%W%?@R;@X@pI62Hg1x;}K{rm|GOIfTC+a2kV- zQJZsR4U(HS-515J^Y!t`^wzRwX}TLup1Bz#A4xs9xYac2_UGS4@C7$z;`{4=!PHKP zv(lUW$dpBm(n*M?whgTp1&fX_YN4IX(LKzF&M66HG}4bU<=GRZWbHO{0jQjN_!{|K zQ$fq!yK$f8V|DSYG%*H-&rV3Lq~uM~mi3}{66ejp7mXwCje-qd-gPNfZVDVsYPqfE zln)LDtM-!RDjJZtq(pE-6xaKIfrrCsuKGjgp_+SPD$uqMQG<8>>7kvCr#l*C2955f zajVB3)cAlcH?gH9DmrLJC$8o`={sVqNqs~ApM*{y-<%!=jeRGtuZ_rP;IkJ$Sn%HR zU-9o5o%vjVpGS6<7I-hw--MdmgFnZ2}RZ3w97z7GsZe(*0baG{3Z3<;> zWN%_>3NksDQ6T{+4>>ssFHB`_XLM*FG&3|ZlOZW7e_L5|+engr*RR0SM)yt#g}SRI zJToC#zNRf7lI?ce;|GX@Bz99In*@E#!~XXDG7BIGFkj3JZJx*Y}1szA3c zB+*$kz}+g65A#_Ft_z(h=ZOZy#K)72U?a6A@j**GgNG#aS-hn8YAq#4#Wqcsvz$Zuu1q+%02WSoA z2)}5su!RF3Z8IxjJ#AEG6=|zuW;IC&?(mx0(J+y9cm&&7M{^p928j%w)&nWpU{Hvp zf4|FYgp_c9LH4B!ron}DwbUKtj<$GUFq4Lw&O%RZ4FKb)Vd0^Ih#eYaWO&gNF0_U7 zlmR;%(Etiy+{{NJb}|db*&Xdv7Cbq@=`6C{9gv!OfWxAoIS87CCS$<{usQ4k_n-wO z&;kU3OzH!;0WipbJE^pSonZwDh=C4Bf0il`9uOoFn9<}?v=o_-&sJfG7wL zX(Ty-!V8`R9jqpehx$6EfC)SI?(K+IUnW&1_C}*|y(9L=(|$F5Um!4x58|0tDm*t>U+XApb6e|j(; ziDU8l=m{M^oY(ba_E#Y$^OJl&8tk47s$q3n4f}b&qR!!;QtLo zjw&wzck3XzW`E}dbn9Ing8CjM21t{U6|PY(jjU}RrQA+rNPIReC+CCSEXV(o>G;zq zuljTGKfj)yi%B`DrZe$)Hs3use|)|xV^paxpY%^}Z}TGLhJrolyg>9@8S}#0KY;>@ zOpPRi1esG_Ze3us%Uv|vqozL|=mgAB>>3m7zkZ1JUq2Q_Va%?*wZ%;l z8RgOxIpux>iw7OPKY6j>Gsd;^Ipx~cz{q=fa5oTm1sc<8R+ZD1R^E-h!)|#ABKi2=;&@xQj>infAnu_GRiM|F1Z9yp@F!IGS~ zqZ*J}Ha95zRAHJMt^frf+;v#>2j%|wbH)I+0D?kc5sb_O3S_P+-GzeQ{G&BGp57ZR#MUFdU1wXlka zf7FROz{v5tQjL&~f9iE(O1ML$-yY98#YPv;v^}~3o|oFwrtI2;c!}U@LR=+q7WvM{ zYY0%WMejEg*cfwEo_}<%!6qn#+j%2g^@h8xH~fD9i#JtRsw)c1VjG3EG?x{Y@+uAA^k>o5x=@kG-vV+;@xzrLQQgJU0DbuN_{1URtdi67*bbrs&coCA@x1yRDCt4>f7d2{k5E` z|1>#OU(Kodf3`VQf6qD9T+OLwyPRt5<(#UUoNDegr+Uq~)S z9y00jlx1Rab~>4!on-G9bBTlM1g|XGj>HkdVkmOZ+Vc6bj88mb;-*iz|P-tcFw_X0ha0>&?uM9 z85-uOsU_bSui$uVEdbJVNt-U$-4#3_8p15BmnDd|Kbz&bRF8 z5HIh$PFzc>ylp5M1Pv5A;NZ24U6;;@f>l-I#OB-)GR@{=pd^9x0(&Y-7~V@t1)LVV ze+1P{EUDunE9nTvCQ{C& zy))vAb1`Wk8*VPDoIX5pg#ERb1n_HNf4=p(%QJ;k>hHEKYeHp8$U;FbrGgDK&>8)n z9P2zuAK+^E&XX?;>udw903mYjr1ViJ?l2to1uaDml_#ZMitYgC({~iy55zdeP2e`8 zoM-X0+Br$`c>csh=W6A=YB!_lYY+CN`Hwfh7L=f}SeUf81K) zsilXFqK+hvAym<-3!iI4+WM5`BJq!8HF^>4SxU@>v4%iS^av9ad+)nQvYqIpv*vub zz}Gh)s>7q3=u-Ag=O%Em%K9Qj2=_X+X<&p}@}Cc+WBSU3A|urpO~5OgMUF@2llnqi zQDCg5xJ~J!;ZJl_ji(}^y-h*4e^iuPR0erMfDIhT1v@dqyxMb+6=YCc35wK5&MXM1 z3{l7H1ies1C@LO{FsG-IAsSd2&+kt`&1=V{Ov$IN8Mkr5Wk;-AYpkXum#jcp(@QdT z3Lk#G!`naP)WF3WhoRAtbFxWA8Cix+PGuT`w;(Y3q!Ts)o|BEYOvgcCe*;0(1)@ln zO-nOb#B!iIe(F||TskkUV%Y6gQEXCp09Kkga>6!_Ty6qMYP`>qA9X4Q;p;?4FK_|} za^MwS(YIW@#%NB#jzd*azoX>R0MN596D$!{kr7}yt!kQ?f~r$g5>9SgR5I4ugNjOB zq$02>65BQxi&VfhMPTxFf8b}Za-#KNNk@gAbt`<*8r@;af;ZK&4RW=r#9*!}n`^g! zF{WvUrrkbYj0tf;*DUWV6)SzmrI26gYWa6$`q!;%R|*q)kUFR$Zg0B(7L>MVmd#ew zwh(T```WRf4`z8-T3)104%y@&+_ymJR{aYHIlrJ=jBDDlsl40%e^v;t;9X3DHIBV( z@2+x0qZ(V&b>W}R(OP*iZq+{x)VDR;0@fX~ktPu}VQZ~xt#)Y-bQ7zsqS~xjr`=Pv zSKaKhy4GHxnzje+{;oMV^g82M-mZPp9=o}dO^mhNTkA9!cl3iNJ!|8OXo?O081G@3 za7?jGHf*UiyIz{%f2Ij)VGU;%2gykvFfY8&*~zw^Yj?e5sf8z-cAJ#i@vSG?XNyGE zjO%)m@!uqY?rwLHOFCI&A$!yIYxHhq?AqjVellclY6tqPS6<3bL~(t7BE7plYAZ7(=m0mY&}M70tD)){h$VyP!MjOM2KyXA zIcXzhe{ol?4jZ+3D9VMC2g$1)pH3S$eqPmBZ=>-q_g^3U{Dw7-8#InBxT&VO8;#9I zjh~7Bsy22TZH^xt9qk`Lo1;ykYKm5yBHl)uMW%A`+D!FZRZ~i8+f$;0ONZl;sD7W9 zLvcEuPsMmtk!PzB({d|OPKNWD_;)oOuNq~me*|`TaPa8)AsJ-@rnOsmxVRIWc(>6e ztSKo~e;Th*Y^&6B_~Ox%J@)nn=;{S@wYwX|HUl?#lhnJSRoE&A{j&ey;lroU>iCz9 zi!JoxwN^?h$L&%tD0#Dxq(ypzW>{9H0eT?&54(m31{u ze`K@>UCevu;-Z|)>an;OjNtN%`LG^LhF_Y+h=js`z5x5lcuK1^hR#QWkJWTm4p&XM zRZ@F(c>iGkkWIJ=@<;>GTKXF<`c*yNg#|Z*p4DH~XREaK;O)z|Zy*2V+2G=2K06$b zp6(u1XY=)%NvcIO{alBA692tX3wdR`e~MY_yNXf4wZ0OQ9krC}sb{rp768Y)F!+w)uTt&G3v<}z@#01R7Y;Wzi6KKbXnt~ss&r>F8M@cS~EMXNjJ zkgMj9tLD%f%+W0ct+%T_>cUU1@Wa`&+HbyEbart!;OUkLOK z{$C>C_xTu{`C$UX#UKgW6~JOczMn5yV2=Pal!(Ov9fS;yU>7mO2!Y^-6DpA)aE#zW zB2Gn!ID;RJ2Y#FaBn)v-3sP}^0nQM@!yq0|@RI}z13xJlD1&$e!36wb!VtK{p~j*} z1fgckkf1~}=18!pq5&+b8bTyw6bv|M9tIpTfWo11j#0=oEw~6F5u89xAyfnGQ5aDU zCx8|J4hPzjM7kh>WCZ~PWk~pd6N#h@bj=Y0DD4x&iG*;N6d6Nba7y5RM3TYVw*!3r zbEObI%9iC&72`Zzm03QhuFsMMjNDvYj84w~K1&yO>*6w7oMrLp&ZU~JkIQ5Zj`L(% zAZ{Y|_p?Xzb%%f)J5)kP1yD>(`L_YyE5>SBLP600A0(^yDxJ>krN-4`JJ47Itkb6B zz2$VSz#<0ts#J?lP{9Cy-`FV52_%^%`IRcs7T&}A_y7;_A%2IC@jrNk&+rAl!q@mC z{)`ixELJKnlH~;7;V~X(^K1#f7mEZ>u)_Cvif4HCb2U>-oZ>lN;3ZzBONBGM!VsBe z6a0Ohm2d{&IL8Gp@fttiANUdf+%}aTr9hX(67Iaq!S1f3?BQ~MoK4c@6zWXx?^Ujr zV^yH96yK-#eh%G^)#G@cETD-UrVijLftb0vw`aMPz?NW%Tb{){DQ5VW$}^ln1?7(n zm$O_!mDxH6#0Q0o^br^80b(jKO{qqdLM_tj421-%@9Siar@2ai2=Gxwnd%YY=zRo= zzppeu!Kan(=b-$52YhMO|AaroU5{_^U7n2pRi&;1R-yXRloCsrBRw-uvytNe;eYK^ z=vnyQRUQ9AgoZdN#%Wrn^NE6mE5>*0`COG)EhnG?tV#j?I7vbAA}!zw$|eL)JEvT{iINO1mUZHle6R7%fAmshc_e`bZ#kF zyP~Q&@KKr_r3({yCkLvqGIr^7_ zkHgQOD)iWYgC2I#WeYuU(BUclV)U!S%gg;CpkI0?zSnl#RbDT-P3h$2;G^O2-T6p^ zdvuR_O~;voE!@JRS72YfJKn1b_oyEAT8_J_hs42tMZbU9KRh}*1?;OYKGmaM$F3&+-;Cr)fj} zCz#zFe)xQN)7jmP)Fkzgc~TL zG>P@go<4qi4FZwX%?sNJlZz6Qn^JpZ+#cgsV^A(k4$GGco7?PE;ApSSF6VU^((*J9 zOxPh9t*Dtgcw=SuC|`}ih|!8!jToi&Xs{T6v*YZy^FcRaaGR6=mM5ciP;C1kvKnx! zfwVjcw>gC;=lQyv!%IYAyBnG9Th-jCUI+{ziJQn2UItLTKiGp;R&!=+s>3dF^`Kw$ z-R`d<>pc}jvS%XgbLC7umioIvKMk$Zgz@Gyp>)%D*wkBlNF%&yOeFC{@+OkBBK7Bg zjwc3ok6;B3U4?B~R$<;r-v}(^GwHcYGh}_5qLEv)<>szV!c(AV6z1{fNbV{uJPPwh zVJ^IBOr(bZZxrUwDNI`oT5@w&ZcDDdgF0A^+^j8koxOr$p88lLFk{a|y8X;N{mdG* zY3xm7B0U6XBQO=u$mFJ}r8g?o+$xoSSp1Aiw3!jwo)NcH;;D`{@)Ef@P&gE+r|@+9f~$R|J4T=)d*KX>yldp!a4U!|O_xZ^`5DRr zGO=F%5J01j5r`1cE<^*htElAcm>|$Rv;ADfw(Giy>KiCo)Ra<~w~<=@Qghgqg}NK4 zGm$fzM}!5i=@ocM~F2mi5;F5YZAv~vbevW=*H-e(Mg)C zaj8Lr4Ml0LzL0)x+NW5h<*$YQw3mZ#c&C1)D%Z57gI&(De3q(7}Z* zkgckpsiL2uCql;~))KP85YvD3jsz3x%u;`Gcwk)RHmqH(l*XpHeCd_xeB<;p^g5k?jc6K1OeOi>k(|mxb7p~ zNvvDPzNkGJb^FvhHb&hRq|M9T^+DID+43$~mq*KY6Jr?Etsix>>-MK@epQp0 zC%3Jy|MF~(!X86=lpD8hf4ybBP951$BMP^-2e%tcZnqYku+8hUx7Tcb`)Pp_@t-Hz zuYvuh!p*xu_4n^hwQkNeR0X(l;`t_jkd(mV$GLw{&z z(b@^iK?T}5v_x154x?Q`yGU3Cs?n~ZT_CIhN6-e)+6ZgGYiQTe&J!L5ucJ+(og=IR z^=MOQt%S$GakOc)vxE(x5p4#oh42J8iS`h!neY@ijkbw)hOh~o;p!^U6lyS6l1`%W zMNtd2qMb+6RN5qA8b)Kaq7JB&>wii*+^m*V6ca-@bg`XQ4LAZgbg>(Bx@8}0uu|3w zE`dJK4=#f%;3^mZgWwt%0@uL}a1#uJTVMo?g4^9*0qC7q}8`D3lcP8$Ey%1=|g_8*De&X|Su%uI_^su;f<$wST660M@{& zTct@;RtrGxd<-7BRkx{k18jmPU<+)69k2`bSW=IKrxAJ@@-C(>uIE#|R4jhqmVYjij)G^{Vvy)e;rvnPHS&X|) zJXJWsIdlj3DrViLzEB4yj5)W`A%#oeULL-$Z~-j3{rsguOcTp)zkeL;8D9k+iWRqC z<)K&w>mYZ|vwmq9DKJfJxcydU>_w@-KC$KYd!5GZa&mf81}L?4F0{Zj(>}w19XBO(C+rn_v-BeN^&3Qb$ivPj!S^rp8DPP3(_tF{sHM4 z7;yWyRULzX0-tVxTVN>f{Y$+!*_zIK8;rQyiaJK=&<*h;NL2nrsZZ4QbO+3WyI>B? z1FBC_;aLPrU>V#858Sg!O~2yae6Y}}`@##g9=g9-q1KxFM}OODJ#zoNORdN5KO7u? z-TnErS{t6#ex=r?XZngB{Z6f2&t83^)}9wupUGk7 zg%96Vs}bmRlYkPLDfI&GzC=Ds{eWvP>DQ}&t$wcDc!?~OhJb#q+WN%_>3UhQ}a&&ldWo8O8Gc`3aHVP#r HMNdWw8>1L- diff --git a/arbeit/ma.tex b/arbeit/ma.tex index 1615d88..9690d2c 100644 --- a/arbeit/ma.tex +++ b/arbeit/ma.tex @@ -2,7 +2,7 @@ % abstracton : Abstract mit Ueberschrift \documentclass[ a4paper, % default -11pt, % default = 11pt +12pt, % default = 11pt BCOR6mm, % Bindungskorrektur bei Klebebindung 6mm, bei Lochen BCOR8.25mm twoside, % default, 2seitig titlepage, @@ -30,6 +30,7 @@ xcolor=dvipsnames, %\setlength{\parindent}{0pt} % kein einzug bei absaetzen %\setlength{\lineskip}{1ex plus0.5ex minus0.5ex} % dafr abstand zwischen abs�zen (funktioniert noch nicht) % \renewcommand{\familydefault}{\sfdefault} +\setstretch{1.44} % 1.5-facher zeilenabstand %%%%%%%%%%%%%%% Header - Footer %%%%%%%%%%%%%%% % ### Fr 2 Seitig (option twopage): @@ -162,6 +163,8 @@ deformation scheme. \section{\texorpdfstring{What is \acf{FFD}?}{What is ?}}\label{what-is} +\label{sec:intro:ffd} + First of all we have to establish how a \ac{FFD} works and why this is a good tool for deforming meshes in the first place. For simplicity we only summarize the 1D-case from \cite{spitzmuller1996bezier} here and go @@ -243,10 +246,12 @@ high-polygon mesh albeit the downsides. \section{What is evolutional optimization?}\label{what-is-evolutional-optimization} +\change[inline]{Write this section} + \section{Advantages of evolutional algorithms}\label{advantages-of-evolutional-algorithms} -\improvement[inline]{Needs citations} The main advantage of evolutional +\change[inline]{Needs citations} The main advantage of evolutional algorithms is the ability to find optima of general functions just with the help of a given error-function (or fitness-function in this domain). This avoids the general pitfalls of gradient-based procedures, which @@ -330,18 +335,125 @@ Frobenius-Norm. \chapter{\texorpdfstring{Implementation of \acf{FFD}}{Implementation of }}\label{implementation-of} -\section{Was ist FFD?}\label{was-ist-ffd} +As general B-Splines have a free parameters \(d\) and \(\tau\). + +As we usually work with regular grids in our \ac{FFD} we define \(\tau\) +statically as \[\tau_i = \nicefrac{i}{n}\] whereby \(n\) is the number +of control-points in that direction. + +\(d\) defines the \emph{degree} of the B-Spline-Function (the number of +times this function is differentiable) and for our purposes we fix \(d\) +to \(3\), but give the formulas for the general case so it can be +adapted quite freely. + +\section{\texorpdfstring{Adaption of +\ac{FFD}}{Adaption of }}\label{adaption-of} + +As we have established in Chapter \ref{sec:intro:ffd} we can define an +\ac{FFD}-displacement as + +\begin{equation} +\Delta_x(u) = \sum_i N_{i,d,\tau_i}(u) \Delta_x c_i +\end{equation} + +Note that we only sum up the \(\Delta\)-displacements in the control +points \(c_i\) to get the change in position of the point we are +interested in. + +In this way every deformed vertex is defined by \[ +\textrm{Deform}(v_x) = v_x + \Delta_x(u) +\] with \(u \in [0..1[\) being the variable that connects the +high-detailed vertex-mesh to the low-detailed control-grid. To actually +calculate the new position of the vertex we first have to calculate the +\(u\)-value for each vertex. This is achieved by finding out the +parametrization of \(v\) in terms of \(c_i\) \[ +v_x = \sum_i N_{i,d,\tau_i}(u) c_i +\] + +As the B-Spline-functions are smooth and convex we just derive by \(u\) +yielding + +\begin{eqnarray*} +& \frac{\partial}{\partial u} & v_x - \sum_i N_{i,d,\tau_i}(u) c_i \\ +& = & v_x - \sum_i \left( \frac{d}{\tau_{i+d} - \tau_i} N_{i,d-1,\tau}(u) - \frac{d}{\tau_{i+d+1} - \tau_{i+1}} N_{i+1,d-1,\tau}(u) \right) c_i +\end{eqnarray*} + +and do a gradient-descend to approximate the value of \(u\) up to an +\(\epsilon\) of \(0.0001\). + +For this we use the Gauss-Newton algorithm\cite{gaussNewton} as the +solution to this problem may not be deterministic, because we usually +have way more vertices than control points (\(\#v \gg \#c\)). + +\section{\texorpdfstring{Adaption of \ac{FFD} for a +3D-Mesh}{Adaption of for a 3D-Mesh}}\label{adaption-of-for-a-3d-mesh} \label{3dffd} +This is a straightforward extension of the 1D-method presented in the +last chapter. But this time things get a bit more complicated. As we +have a 3-dimensional grid we may have a different amount of +control-points in each direction. + +Given \(n,m,o\) control points in \(x,y,z\)-direction each Point on the +curve is defined by +\[V(u,v,w) = \sum_{i=0}^{n-d-2} \sum_{j=0}^{m-d-2} \sum_{k=0}^{o-d-2} N_{i,d,\tau_i}(u) N_{j,d,\tau_j}(v) N_{k,d,\tau_k}(w) \cdot C_{ijk}.\] + +In this case we have three different B-Splines (one for each dimension) +and also 3 variables \(u,v,w\) for each vertex we want to approximate. + +Given a target vertex \(\vec{p}^*\) and an initial guess +\(\vec{p}=V(u,v,w)\) we define the error-function for the +gradient-descent as: + +\[Err(u,v,w,\vec{p}^{*}) = \vec{p}^{*} - V(u,v,w)\] + +And the partial version for just one direction as + +\[Err_x(u,v,w,\vec{p}^{*}) = p^{*}_x - \sum_{i=0}^{n-d-2} \sum_{j=0}^{m-d-2} \sum_{k=0}^{o-d-2} {C_{ijk}}_x N_{i,d,\tau_i}(u) N_{j,d,\tau_j}(v) N_{k,d,\tau_k}(w) \] + +To solve this we derive partially, like before: + +\[ +\begin{array}{rl} + \displaystyle \frac{\partial Err_x}{\partial u} & p^{*}_x - \displaystyle \sum_{i=0}^{n-d-2} \sum_{j=0}^{m-d-2} \sum_{k=0}^{o-d-2} {C_{ijk}}_x N_{i,d,\tau_i}(u) N_{j,d,\tau_j}(v) N_{k,d,\tau_k}(w) \\ + = & \displaystyle - \sum_{i=0}^{n-d-2} \sum_{j=0}^{m-d-2} \sum_{k=0}^{o-d-2} {C_{ijk}}_x N'_i(u) N_{j,d,\tau_j}(v) N_{k,d,\tau_k}(w) +\end{array} +\] + +The other partial derivatives follow the same pattern yielding the +Jacobian: + +\[ +J(Err(u,v,w)) = +\left( +\begin{array}{ccc} +\frac{\partial Err_x}{\partial u} & \frac{\partial Err_x}{\partial v} & \frac{\partial Err_x}{\partial w} \\ +\frac{\partial Err_y}{\partial u} & \frac{\partial Err_y}{\partial v} & \frac{\partial Err_y}{\partial w} \\ +\frac{\partial Err_z}{\partial u} & \frac{\partial Err_z}{\partial v} & \frac{\partial Err_z}{\partial w} +\end{array} +\right) +\] + +\unsure[inline]{Should I add an informal complete derivative?\newline +Like leaving out Sums & $i,j,k$-Indices to make obvious what derivative belongs +where in what case?} + +With the Gauss-Newton algorithm we iterate the formula +\[J(Err(u,v,w)) \cdot \Delta \left( \begin{array}{c} u \\ v \\ w \end{array} \right) = -Err(u,v,w)\] +and use Cramers rule for inverting the small Jacobian and solving this +system of linear equations. + +\section{Parametrisierung sinnvoll?}\label{parametrisierung-sinnvoll} + \begin{itemize} \tightlist \item - Definition + Nachteile von Parametrisierung \item - Wieso Newton-Optimierung? + Deformation ist um einen Kontrollpunkt viel direkter zu steuern. \item - Was folgt daraus? + =\textgreater{} DM-FFD? \end{itemize} \section{Test Scenario: 1D Function diff --git a/arbeit/settings/commands.tex b/arbeit/settings/commands.tex index 5c377ec..8fc60a3 100644 --- a/arbeit/settings/commands.tex +++ b/arbeit/settings/commands.tex @@ -1,59 +1,59 @@ \newcommand\exampleend{\hfill$\diamond$} % ##### DCJ stuff ##### -\newcommand\dcaj{double cut and join\xspace} -\newcommand\dcjindel{d_{\DCJ}^{id}} -\newcommand\dcj{d_{\DCJ}} -\renewcommand\gg{\mathcal G} -\newcommand\del{\mathcal A} -\newcommand\ins{\mathcal B} -\newcommand\clean{\varnothing} -\newcommand\gdel{\mathcal G_{\!A}} -\newcommand\gins{\mathcal G_{\!B}} -\newcommand\ag{\AG(A,B)} -\renewcommand\r{\lambda} % # runs -\newcommand\R{\Lambda} % # runs after clustering -\newcommand\dr{\Delta\r} -\newcommand\drr{\Delta\r^{\!\rho}} -\newcommand\DR{\Delta\R} -\newcommand\DRR{\Delta\R^{\!\rho}} -%\newcommand\lab[1]{\lambda(#1)} -\newcommand\redu[1]{\left.#1\right|_\mathcal G} -\newcommand\h[1]{#1^h} -\renewcommand\t[1]{#1^t} -\renewcommand\a{$A$\xspace} -\renewcommand\b{$B$\xspace} -\renewcommand\O{\mathcal O} -\renewcommand\AA{$A\!A$\xspace} -\newcommand\AB{$A\!B$\xspace} -\newcommand\BA{$B\!A$\xspace} -\newcommand\BB{$B\!B$\xspace} -\newcommand\ab{\del\ins} -\newcommand\ba{\ins\del} -\def\aa{A\!A} -\def\bb{B\!B} -\def\AAab{A\!A_{\!\del\!\ins}} -\def\AAa{A\!A_{\!\del}} -\def\AAb{A\!A_{\ins}} -\def\BBab{B\!B_{\!\!\del\!\ins}} -\def\BBa{B\!B_{\!\!\del}} -\def\BBb{B\!B_{\ins}} -\def\ABab{A\!B_{\!\!\del\!\ins}} -\def\ABba{A\!B_{\ins\!\del}} -\def\ABa{A\!B_{\!\!\del}} -\def\ABb{A\!B_\ins} -\def\ABm{A\!B_\bullet} -\def\AAo{A\!A_{\!\varnothing}} -\def\ABo{A\!B_{\!\varnothing}} -\def\BBo{B\!B_{\!\varnothing}} -\def\xx{A\!B_\times} -\def\aba{\del\!\gr{\ins\!\del}} -\def\bab{\ins\!\gr{\del\!\ins}} -\newcommand\clusterize{accumulate\xspace} -\newcommand\clustering{accumulating\xspace} %aggregate, unite/unifying -\newcommand\clusterized{accumulated\xspace} -\newcommand\clusterization{accumulation\xspace} -\renewcommand\v[1]{V(#1)} -\newcommand\vset[2]{\v{#1}=\set{#2}} +% \newcommand\dcaj{double cut and join\xspace} +% \newcommand\dcjindel{d_{\DCJ}^{id}} +% \newcommand\dcj{d_{\DCJ}} +% \renewcommand\gg{\mathcal G} +% \newcommand\del{\mathcal A} +% \newcommand\ins{\mathcal B} +% \newcommand\clean{\varnothing} +% \newcommand\gdel{\mathcal G_{\!A}} +% \newcommand\gins{\mathcal G_{\!B}} +% \newcommand\ag{\AG(A,B)} +% \renewcommand\r{\lambda} % # runs +% \newcommand\R{\Lambda} % # runs after clustering +% \newcommand\dr{\Delta\r} +% \newcommand\drr{\Delta\r^{\!\rho}} +% \newcommand\DR{\Delta\R} +% \newcommand\DRR{\Delta\R^{\!\rho}} +% %\newcommand\lab[1]{\lambda(#1)} +% \newcommand\redu[1]{\left.#1\right|_\mathcal G} +% \newcommand\h[1]{#1^h} +% \renewcommand\t[1]{#1^t} +% \renewcommand\a{$A$\xspace} +% \renewcommand\b{$B$\xspace} +% \renewcommand\O{\mathcal O} +% \renewcommand\AA{$A\!A$\xspace} +% \newcommand\AB{$A\!B$\xspace} +% \newcommand\BA{$B\!A$\xspace} +% \newcommand\BB{$B\!B$\xspace} +% \newcommand\ab{\del\ins} +% \newcommand\ba{\ins\del} +% \def\aa{A\!A} +% \def\bb{B\!B} +% \def\AAab{A\!A_{\!\del\!\ins}} +% \def\AAa{A\!A_{\!\del}} +% \def\AAb{A\!A_{\ins}} +% \def\BBab{B\!B_{\!\!\del\!\ins}} +% \def\BBa{B\!B_{\!\!\del}} +% \def\BBb{B\!B_{\ins}} +% \def\ABab{A\!B_{\!\!\del\!\ins}} +% \def\ABba{A\!B_{\ins\!\del}} +% \def\ABa{A\!B_{\!\!\del}} +% \def\ABb{A\!B_\ins} +% \def\ABm{A\!B_\bullet} +% \def\AAo{A\!A_{\!\varnothing}} +% \def\ABo{A\!B_{\!\varnothing}} +% \def\BBo{B\!B_{\!\varnothing}} +% \def\xx{A\!B_\times} +% \def\aba{\del\!\gr{\ins\!\del}} +% \def\bab{\ins\!\gr{\del\!\ins}} +% \newcommand\clusterize{accumulate\xspace} +% \newcommand\clustering{accumulating\xspace} %aggregate, unite/unifying +% \newcommand\clusterized{accumulated\xspace} +% \newcommand\clusterization{accumulation\xspace} +% \renewcommand\v[1]{V(#1)} +% \newcommand\vset[2]{\v{#1}=\set{#2}} % ##### math ##### \DeclareMathOperator\AG{AG} @@ -174,8 +174,8 @@ \includegraphics[width=1cm]{img/cd} \end{center}\vspace{-15pt}\centering\footnotesize\texttt{#1}}} \renewcommand\vec[1]{\textbf{#1}} -\newcommandx{\unsure}[2][1=]{\todo[linecolor=red,backgroundcolor=red!25,bordercolor=red,#1]{#2}} -\newcommandx{\change}[2][1=]{\todo[linecolor=blue,backgroundcolor=blue!25,bordercolor=blue,#1]{#2}} -\newcommandx{\info}[2][1=]{\todo[linecolor=OliveGreen,backgroundcolor=OliveGreen!25,bordercolor=OliveGreen,#1]{#2}} +\newcommandx{\unsure}[2][1=]{\todo[linecolor=red,backgroundcolor=red!25,bordercolor=red,#1]{\textbf{Unsure:} #2}} +\newcommandx{\change}[2][1=]{\todo[linecolor=blue,backgroundcolor=blue!25,bordercolor=blue,#1]{\textbf{Change:} #2}} +\newcommandx{\info}[2][1=]{\todo[linecolor=OliveGreen,backgroundcolor=OliveGreen!25,bordercolor=OliveGreen,#1]{\textbf{Info:} #2}} \newcommandx{\improvement}[2][1=]{\todo[linecolor=violet,backgroundcolor=violet!25,bordercolor=violet,#1]{#2}} \newcommandx{\thiswillnotshow}[2][1=]{\todo[disable,#1]{#2}} diff --git a/arbeit/settings/packages.tex b/arbeit/settings/packages.tex index 78f3283..44f27ff 100644 --- a/arbeit/settings/packages.tex +++ b/arbeit/settings/packages.tex @@ -15,7 +15,7 @@ \usepackage{color} %\colorbox \usepackage{dsfont} %\mathds \usepackage{draftwatermark} -\SetWatermarkLightness{0.9} % default: 0.8 +\SetWatermarkLightness{0.95} % default: 0.8 \usepackage{epigraph} % \usepackage{euler} % euler: uni, eucal: baake, ohne: standard \usepackage{eucal} % euler calligraphy diff --git a/arbeit/template.tex b/arbeit/template.tex index 1613eb6..fb8d0a6 100644 --- a/arbeit/template.tex +++ b/arbeit/template.tex @@ -30,6 +30,7 @@ xcolor=dvipsnames, %\setlength{\parindent}{0pt} % kein einzug bei absaetzen %\setlength{\lineskip}{1ex plus0.5ex minus0.5ex} % dafr abstand zwischen abs�zen (funktioniert noch nicht) % \renewcommand{\familydefault}{\sfdefault} +\setstretch{1.44} % 1.5-facher zeilenabstand %%%%%%%%%%%%%%% Header - Footer %%%%%%%%%%%%%%% % ### Fr 2 Seitig (option twopage):