From d9ff5f785015432ac07b3a23d58b3f9ac760c5d8 Mon Sep 17 00:00:00 2001 From: Matthew Henderson Date: Wed, 3 May 2023 10:09:16 +0000 Subject: [PATCH] add a few more examples --- R/plot_room_square.R | 23 ++++++++++++------ README.Rmd | 39 +++++++++++++++++++++++++++--- README.md | 18 +++++++++++--- figure/greedy1_example_plot-1.png | Bin 20394 -> 12259 bytes figure/greedy1_examples_1-1.png | Bin 0 -> 34342 bytes figure/greedy1_examples_2-1.png | Bin 0 -> 34891 bytes figure/greedy2_example_plot-1.png | Bin 22222 -> 18126 bytes figure/greedy2_examples_1-1.png | Bin 0 -> 38167 bytes figure/greedy2_examples_2-1.png | Bin 0 -> 32871 bytes 9 files changed, 66 insertions(+), 14 deletions(-) create mode 100644 figure/greedy1_examples_1-1.png create mode 100644 figure/greedy1_examples_2-1.png create mode 100644 figure/greedy2_examples_1-1.png create mode 100644 figure/greedy2_examples_2-1.png diff --git a/R/plot_room_square.R b/R/plot_room_square.R index f5b3ba3..dfe64cf 100644 --- a/R/plot_room_square.R +++ b/R/plot_room_square.R @@ -1,9 +1,6 @@ plot_room_square <- function(R) { - - n <- max(R$col) + 1 - nf <- n_filled_cells(R) - v <- volume(R) + n <- max(R$col) + 1 ggplot2::ggplot(data = R, ggplot2::aes(col, row)) + ggplot2::geom_tile(data = R %>% dplyr::filter(!is.na(first)), ggplot2::aes(fill = visit)) + @@ -16,10 +13,20 @@ plot_room_square <- function(R) { ggplot2::theme( legend.position = "none" ) + - ggplot2::scale_fill_gradient(limits = c(0, choose(n, 2)), low = "white", high = "blue") + + ggplot2::scale_fill_gradient(limits = c(0, choose(n, 2)), low = "white", high = "blue") +} + +plot_room_square_labs <- function(R) { + + n <- max(R$col) + 1 + + nf <- n_filled_cells(R) + v <- volume(R) + + plot_room_square(R) + ggplot2::labs( - title = glue::glue("A maximal partial Room square of order {n}"), - subtitle = glue::glue("Number of filled cells: {nf}, Volume: {v}.") - ) + caption = glue::glue("Order: {n}\nFilled cells: {nf}\nVolume: {v}") + ) + + ggplot2::theme(plot.caption = ggplot2::element_text(hjust = 0)) } \ No newline at end of file diff --git a/README.Rmd b/README.Rmd index e6d57ae..9c2edb3 100644 --- a/README.Rmd +++ b/README.Rmd @@ -4,6 +4,7 @@ author: Matthew Henderson output: github_document: toc: yes + toc_depth: 1 html_document: toc: yes editor_options: @@ -69,8 +70,8 @@ of being a partial Room square will not be violated. ```{r greedy1_example_plot} -R <- greedy1(8) -plot_room_square(R) +R <- greedy1(6) +plot_room_square_labs(R) ``` In this plot colour represents the order in which cells were filled. @@ -81,6 +82,23 @@ The cells were filled in order from lightest to darkest. is_maximal_proom(R) ``` +## A few examples of maximal partial Room squares constructed with greedy1 + +```{r greedy1_examples_1, echo=FALSE} +library(patchwork) + +R1 <- greedy1(8) +R2 <- greedy1(10) + +(plot_room_square_labs(R1) + plot_room_square_labs(R2)) +``` + +```{r greedy1_examples_2, echo=FALSE} +R3 <- greedy1(12) + +plot_room_square_labs(R3) +``` + # II: greedy2 `greedy2` @@ -91,7 +109,7 @@ Room square are not violated. ```{r greedy2_example_plot} R <- greedy2(8) -plot_room_square(R) +plot_room_square_labs(R) ``` Again colour represents order of filling, proceeding from lightest to darkest. @@ -101,4 +119,19 @@ Again colour represents order of filling, proceeding from lightest to darkest. is_maximal_proom(R) ``` +## A few examples of maximal partial Room squares constructed with greedy2 + +```{r greedy2_examples_1, echo=FALSE, fig.cap="Put a caption here"} +R1 <- greedy2(8) +R2 <- greedy2(10) + +(plot_room_square_labs(R1) + plot_room_square_labs(R2)) +``` + +```{r greedy2_examples_2, echo=FALSE} +R3 <- greedy2(12) + +plot_room_square_labs(R3) +``` + # References \ No newline at end of file diff --git a/README.md b/README.md index e7fab32..8c48bf8 100644 --- a/README.md +++ b/README.md @@ -18,8 +18,8 @@ available pair such that the conditions of being a partial Room square will not be violated. ``` r -R <- greedy1(8) -plot_room_square(R) +R <- greedy1(6) +plot_room_square_labs(R) ``` ![](figure/greedy1_example_plot-1.png) @@ -33,6 +33,12 @@ is_maximal_proom(R) #> [1] TRUE ``` +## A few examples of maximal partial Room squares constructed with greedy1 + +![](figure/greedy1_examples_1-1.png) + +![](figure/greedy1_examples_2-1.png) + # II: greedy2 `greedy2` iterates through all pairs in order placing the next pair in @@ -41,7 +47,7 @@ Room square are not violated. ``` r R <- greedy2(8) -plot_room_square(R) +plot_room_square_labs(R) ``` ![](figure/greedy2_example_plot-1.png) @@ -55,6 +61,12 @@ is_maximal_proom(R) #> [1] TRUE ``` +## A few examples of maximal partial Room squares constructed with greedy2 + +![Put a caption here](figure/greedy2_examples_1-1.png) + +![](figure/greedy2_examples_2-1.png) + # References
diff --git a/figure/greedy1_example_plot-1.png b/figure/greedy1_example_plot-1.png index 12cab1e6bc916a02e0488629a80b6b233f24a00a..39f9cd06ba26da66da3adba23aefb9dd03e4c53a 100644 GIT binary patch literal 12259 zcmdUVc{tSV+xJj+$r5d3o#qzG8nR?8C8d&G_T`o>d)dZ1lZ+^#LdrHFJIOj2jFKd~ zvBX%*Hg;xg!^}LF`}e%>@jUPQ@BJL_?{zR7GrreyUg!Dwe9rSapBdr00 z;>>u{ddSZk*DMY*ow#=O#zUq@JU3cIdiyo|f3Ng*J!+$+CFJB(i(5!rqzHEQ8ClC2 z-}bfBIf1xw`oqy% z6#_Z==NbfZEBc>!Q$FYD)mlH5vBt2yyLVsAaN5__ z)(#F1-qE)|=V5Akv&y2xl%JbB*Qg*-=&+OU+P!4Ul0ojbh!ufC%DE#O&D*l+mK1|v z)3(T&nLD{tR6K+ZgRx>`4ND6s+P%>MRLBfe`VecYTMh%F^r>{FlDIDoAh{EWEeaaDxrEy%M-_%le&! z8LCWf#d<0Gg|?7T#u1_Ntjgu_^R(XPw%;xa8yhw?54zB1QB`Z46t{Wf`m5Q!^{QEU zwY4oo-{k$2(7BjR3wPZ~Jd)g+j!w=}R<-A^C=7SDluVc3fHvZM2Fmw1`%d#!+)u-w z4Pjgx*}oDarvFw1J%4I&LaE1f*d<0C$sqqy&=4F+NXB3#s1ITupMz=H+OE{a7OjYi z)#8FKC~lK^RWnod@+4M!qe!l?4Ya&{|2UX7^Ix~>Z+L&$T8{5^t2*^fw|^qcf8%bt z9+rliH)^-G8B;+l^eNV)e?D4#3z3je?A{+*z%ZcMguu0v?j!}v-JIpT$%KFdn&9IEFZ|F}6BYjWpKIoFqwk-DAeXV2Oi`b}m;UH4o+{vNR5rUH^w!DTYTg zFnDLba^}}ctjofcA(U@#zr;`xEsB*XQEM_bu_B>@D{ES8uFA5cAtJ)()V(^p`}%=c zza8iHIv%@d<;HEJp!Va-&vl-4r^@bbmNwe>{z?{pn)XR^-*-wPUQS30^=O{goq7Ms zN(P}Nlz-?aQKL!bLAO$wX0-m$4c-S@kR#W?ZiHpLVP9v8cs3DG)%sEbNmZ@>v|!;$ z&ylSGHW@^DS()0_??_bX=sx91tkqy+@kB1Yaf^G?nPb?oM$E_2zgG%RAuRFv9et7)W<|4f3>sQClk$Y4e=A*4N z`YhiS&E8CL9pp87;;;krzGa3+M*r6#e1}4-zK~^AfU9XhF5Sy#!6seLY~Ov)&5;DR zL#?kPs3=?BD>^LeR7y)xR&}Cv#bh&Y?30p{2_F|%$8nfq=?g3m_&zk%K*Tvvx?Q&{ zEG+yNxXRa4H$5$}CH79VsaELW9qhw`xj)fwFFo=L2pIgfX_b^w_9b*9$i&dl5I3nO zVak}ZncwnMIa=ib4;q|bS}OL(c&4k9Hs@Cr{Z_DU&OsjRW2ZBEb`}!g%yTZ5J6jkHjKY82E!(8Q|N$W9Tm;Ul<+8RMg zN>a*2-!^}G6e7+Su4IctEOCaw9H~ofD(PJlGLw_z33$Qy;djZ&c}pH=7QeJqXhsh# z(ibCsO*I@r*1B1B=)=hyWHi^fZKKs7LwRbz-q<<*jQEsMw`X&Tp#Q>83He7eKM{d0 zNMr`rm*$4vZM$?nrLd-~Gu|w)Q5!XE3EbJ$K8NxcB7PFgFDfd!=MbkBwma+=z1R>U!^w|bQ^tjc!GIYOaTO{nxG0qqkjcp9$ArEIBVr84? zY;~DUy+X+%vleoe86TnT>LA9>$;xgD*eJ+pWX)9Sg;Ry`EW7uVw`A%cO}wgiLYATA z(E6~Xj4xN6@haWKc5_8IEh)%W=v%o3B<*wd<=+K3t}lTL(&+aqj}2k}7{~szy#4(y ziD^v|n{d+8)8k+(C%r|KM~3c!UDt+*O=YE@@KjVBG*?W0`O*OUvCKnJR<`VV)bTs| z;XWsJ#C4N?d%XIcLpgoqeo9FDWrDe)gpXH2#@SxyhI(KwtQT*uv$3&pk`Pn3=48=j z_o9?)#ef4bFsR@*JSdmaX*p0{;Hs5cRU!YTbFk1!E49R;BDYU?(qc#OpA{zmtkM3f zR;pkB(Sa0DS9x!Nh!M5X9YMpF)IX7UW458hsi96)_4Oy8zZIGDmCTlwB0SZ;t3G%? z{E7G4?!su^P<`E{`hl3j*Nn5suICC~wu}8ou|GoRzic|l=shB-{`f$?KuFFF8Ljc{ zYN}w$_i(<$32CA5_MZQ}-duLwS)q6pH%-1G&%^FMsNB=sIY&wwu6;+C5?xydPT7>fg2qeEFn6fX^MZVqED*ZU}OOgXO8_Z{;ypitJMx!{2 z9mT$G?}O$Ah3v$~yv^=;d&Zfzy?S%i=FO{jrsGdA-K!T3=EBM+A0#}zrWw8eWK{5| z*;vS1lkVQ;#}3T-)(5n1v?4O_sgQR(ET8_-#uG5MKg0e9L1HMhVtygk*SJ;c($eEI zq(F}srbV%V_F43mXdagZwAaKl!2Lcx^87V{8o@pcFSjS3U5an{FOOO(EcbQbY=YQ4 z+^_f@94!B5%68*%r?LQ71E4TQ%=?JJ@a`wutM z%vu{~OiL-m`hib3y+i|^XrZ&Tna$u-Cx_nl7l3>jj9b#zKPzj(%X zQoUu3ppI8h*WM(lE=Y{DZUa(hBR*qUt#*o%6Q+_rIGh>YR{_cY>+pDf zi;YTeE~dHqt$zdV=KiM@qXO-@n++TD>k*~NLPqy1pHCaKTCf;yB#>3otK(v?w<#dU zuRVhM0VkVVo?4v~q%6NShkdPEHasFU&@?Fh0={-*JfB{=s#-Z4x_=_4mC4{0Oa1yt z*>+K80(`i?l7?K4%pogjG)ykFI7CJ+DAEM@5Qe%T?w`1R<*b)nKWc{Wwy(tnv%yY! z*#R*}nQqj}^DUa&e392*XwmwmW5fO?FZ9mKrjOa~$(}picHBFQI&AmE2gXnFpAk5A zHS#xN?dF}5F4QtjR=2^*%g(pDULnSgp|VLAq%F(y#MAbO`KbM{N2zaY*cBWiNrM6J zpZ##u=_rIuRBJ|iBcymVDa$HZ(9oV9hQoY$Z>O=QQ`_O;#hv$sgQ^ z&7SyHJatiryopEX>)?wBq=gY2ty_#a|0YZQE9!mY1Ijia>)D0wVGx;C*!j^cS0buG zNkvS?efLQTvaw`8)QSW(;wg;e@;r2%7FJ|OmXs`Jrd>xW*E9zGu71Nk=#E8B5RYJ=SS;{ z5w>G0g%gV*`W|Pm#E(rQ(v)R=U~oo+^Jyfz zb=gB=_$fFW>&EGnqVi(PPpHwfm)oYggCsw7jzfc}heoLVHB$QSA3>Td+rhDe+UY6l zU61t}k=OIlMG12w+wm6W<`-4`|9~R{T&~#zW*=)ov@JpBP%2Af3J&))l}B(58lF*f znRcd^N5YkiB)GjKRx|Aaa<>IcslfqZn!;4H>2LS3w{PDThcSK(WB+e|b;OWIZT{Ei-;5D3^m@My z%e674Y|VeuZ1W|^0Vged$i8wFa*2T0eaPkV6|v40yTcY&ZdMMzV0Rey2&e}1E+(c; zIJf&ie8u{6P*?o3zYC5NYRD7@j{nH#gq^YTyuJWyX`0H1# z9POqGt{w4Cg4Fv+{ro=Tv$q1?#4X?E9%$gTE*4FB;l8!Tu8Hy6B zx>O-uC91?&$4vz2g`KwhFwkFF&OhMblq&k_`CYd6uR#i#GvH=x)l2B;|CJQ3v*I#3 z97IX5(7BG4`f;I3a=F)&m=YJEnI|FV7#Xu0qwgC@?IE=i%G-tCJR+OQBeSbTa9qy--(p zSAhC+cJ}vjUUlt!;Cv$Mxwjm_nGXeI>1_*$SehXQbH;#^C!~q`(TVJ@8 zqP&R06+B}-OK!_31Aawc}-Gyg>^_oz6jBMXbt=uZW%GU!ib z)e=>bN*aW!kK4bO_S!g4va8*X^!eoPK0Dkp)G$_&9ER}gUGDe2UMF*@!z5|ySIOCQ zJz`0V7Hw?2#Dz5zE(o>p(G7NfofFgbLKq}u44PJp3_Ymg(|tvqeCNHDW-g4rq*QTM}vv~l9Qon1dq zg+litLow+asGa4>jlmCUb+z`ZY2R18uc(ogDEF)vvIAjS&B5VRoWENwOJ?xe`LgMh zbC_#IxyON``297sM2~-7zUieebG`=<8@LD;#k7WM{XBxou+oLio=&@NHrQxdsA*?y z&HXLjD3wi(F%<>b-L#Vqd|&w8>uTV;4WpYJIY)z}d57CHqhDhR^8KMxb#3|ZwY56=PML?dFDx9gsO~{y9*3$nP4>vO{7w-X6ePsRB}h&a?`?WWsmK~+&TeXe3Xn<{NmU~;tEBlMfG+d#g9m-FuY zvow4`L%`hI+*@i3f>Fui2Be8^7!XnuS*rB8Q$>6(aFF(wa!N0(I?s;tXqsWG%?g}a zWl)=4-}DqDJtug>!s`wh{bC=#m9DQ`$)K1CQ@e&3m`~CenD&H@q7!y`8jacbFa^@jI0r-F5E-x8;TyvRbo9B^aPg$J z&*Y+d>k(EM^0}2XdVW#~2mno8I*+UapK?{2#zwK6F>`(>U`&qXU23>IKYh!Vd_tzf z%za~MIkdT>zaI7dJWQ*9D4Wb$J{w0I(QxcTM7_~tlA1j8164{Lk{z56g^`YNcQgt<&?i_&+- zlbh8?FPVy0NZD0n8Q%#gx1TH265JP7 zsi)cTlz?2giZ9>3winE%@(pyKHsmV4ag>>VTVqv?8$B zsicB~Bs?(Y|AU(PLGAw_F@~TrOp7eaaN74r9%T}0uT;JrSbe zN--!{=r7jDoI9=*_2&6qD?|0Y0)NN72e_0BeT~FYWc{qc9Hn^Y&yw7ykv90IB>Kv$ zrx>n#OfGAX!m^~0;IX@EeFG@V)u!4u(wqjp(V^fE%aYjyHMN11`tapszfDX^62g0! zGxPZiOG9LBt(=IkqCPFZLpz!FbJ~7(;CQ3_k;A33_ugqUR3+8mpPNo)J)dM3y6T@Z zI4$}?h?OEF_kQ_4Obcm07|y06Gx6&y*z zPCoK_9qHQn_{jB5M2VEZJ@I>{$mf|yvpnC0<9_9G*z|rfv%iwh!QuzLIK02( zNv>7N=ijjep;7cpI7lg<-g21jnNtZz>B{;^Q}$lfZXI+)fG z%dzV1N!RSz|B|&2?W(tTyD!w|@w%_V?89=NHqU8i4$`O1z|aF?FvJqpck+K}s|mn| z5D$tb0}a4UnnA4Y0uD9Y^>Y4HLZsfD8}w2(<2G$w=Qf-zW&_QoR~5#fe~Dk@WG6m! zEau9Jt0L~K2@by5x^vv7_hZgd|LK`yFeAAxR+yfMq|ELEV{G_!xQDT`+=b^&hw{JO zMYmNVTQk(@^zW3&)KChR9~Xdf39RLbDhSvg6W$;57m2Umx=(El2}N_E1w_{2fsm7y zsE2`v^8U)nyYx~@gR|5d6kuCcTX|I>$2O0r&6yC*NEg}9_j_kV#Flw*e zmM1>@CoVPr*_`6P)DAlmg&^HN>%UsEvi>~ST}_R$ygUHuzMqQxAqPd*H@pZN0Lx*o zQ8%LhuDSBIGolAfu3o+R;K4z<6@4?C)SDf3@K>4V*5_*u!^Ng~1+MocQxy!~{heuH z=l@;rLjU`ntz#|)0x@7xq>t8lljlbiR58eTT+NylCn8BzPVKHsey#Xx(+69v+kr2` zti}8S6f7woKK&hE>*`w&&{bt0@(j=Z{bjeyO4Bd%RajIXyRGh*N)Y56$ZXIg-kpwp zqC$t@A+=n7VG@_OCaz|~pd zaeyFvdozQ$M~F8wg@lYUQS7d%TxNMk_n6b1X+49<-B0_ndaJxo!2j zNUys3VMy?Lqx+a&o!hSTAL3m22oO{QwXS;;sI*jC)~W&o z!ujl=7vQf?pT(^g63(XgPzTfV@x;pUyD&e5To%SQXm>p8MZK@oDEHZbt0q^{K7&x& zx4yYs`=Ty`yJ7Lmq#VzKs+2#|sUr>E(xRm&G~cF}qj$8bJTA3-axi_|@gxw24(kM! zNWNKV&HQrKlR8rE(ltTSL3+MJST~Erbt3E8GhLHR-=vjb{WxEGsj9!cVco{fYWI(tdi$O!0}*idF6Ud#ks_4K zKQ7&s`37I%*<&}-!V2pejWYs|cl_wEV9D&A<%af>D&IIC2Pm3Gxr3aF$cW|S4OBGI z1whvnZJsh9D__=On0G<#JJi`>MhYGH8qu5SYz5P5oNeT)vwQ>KceGnQcc4HCv!}ng zZS848$okwgd;3TR_dTZYqvtA`hg{O|I3KM&wt&G#&FH0l$JpwoHpN?{TKcCW{znSY zZJS4nMut2j(9!xp%dh#IHT2OH>n^PrKv1wyM<~umM*I`~zDue!(5inAnF*DNH+3(k zR{b0)r+=t{>nPFsWP2Q*M!s8aOZ859XCCmN(tyOoxOD22gjnj!uawO=1!78yxn1LS zxJ@j#LWd2SOUx^N@U&CpP=`7I_ZfR^rZIdAS$# zSqzDFy*-o06By{jU$gw0ELIZT-zOcMMNRK;?zo^8#u>k>UJ?+Zi|CJfv5(bt^%mmA zG{y^hXD`C}3(o)REunRAN_EL~GP}30bp9dD6i2PlC3vW$tRt zwDH3Gs4#St+EAUWTj+D4$LK9<0o!gxa{#H+fxjLebq5L=sR3N$R=!Pk5LJJGHv%#g zRBZ}G;yx1i;meo*s)HGd{*R&LKhdHhXB-SkZ13-<%yy=7Le))zxendd)$RQ8!wBeL zpnh%j!3EUp=@07tpvQzQCgW{N0J!)|)X5=`5;K?}5R*&eS^pid{vS4(9I|K#_9s?* zx(|IED|c$gP9UwadsQ9QXWEk^A|eSXo)w)YO!5p58JMTgr7G z@S2yGS7T#is-mYjk_uXan3 z@R@+1ps=uTSXfwVJk;CO)wQOC8B)m3Y)5+i`t|78n2w-F&->3MR#-IG*49>O{l@cx z0#danQB*JO=O_E-kt+A@6a^jp(%veblY@hUh2@fhLb__u25_;>))PyNv^ts>JB3L@sZ?S66Iz(*Tg*xnWuv6^@H-AQh4Q$v0xh>398 zXS2GOFJIF3w)1jw&OqC`yC>>{e3PXC`iP3+X=3?irM5;!ujv8S)@k&o2?@qpT3Xfz zU!%ZwL&X-^8V7?11qPm;P?VP^U}g?MUT}b8*G*Lvly|-hj<`ER&C0~&G!&}wSJUI; zf+~qBSRv(ylX(~$(wH0&~PkYlGre-eq?i$kSg@|L+@ zEp`5jTUb1;#0CsvRV|<%T0?&y71atJw?*#GP&XIzK75e0t=}Q>VAR8c+srB|D@VaI z=wqj>ZEPya%hjp#**}OpkoP}~NPa3gE(d*ZFF-!@zuU!>4)gQ#>*%!eF-mokrGZO; zLp`JU_1m{slX?RfeE?sPegUf9-C}+~M2|vB4w5Mr$7J?(R}?bKMxmS~I79n(`wWb+fYa zvNVDda*r$A?At(*88}g+@oarNlx?DK4)wkrayKVFULX9QOLvBiiHXU0OrnXoxw3P| zSuwG^;LQaon>rKJr~ahnNUjqnPLxUVruV>(>*)H*0V>;_&e1>VzHYwmRf$ z61as=lPlG*n@w7Xv8nTOT^X$f(W4x)wFErsxR9#(_>Co<=ium&G%AQ<&~3Lf;$Av4 zJsq9*(WBJvO+tc$lheIW$H}Jf)yBOQfFVdKDG$U_Bc)I048s@#QH3&lp968(f{$R# zB->?_m3J(5CkKI@SXF!QD!3)$aJYm7!jK(md11lwV7fvp>`HSKr;K$?&xhLyqoboK z3hvLrbPV=9z4R0nf46{uY7Ay#m39#VVUKk0<^P@}VaBK6W)iwRhe1huJG~pi$dK=B zieQYufiyK;g=zWu`Mu*QlPR#mdcAt}3anE4!iB(@Br|SF^R=je{!%+U*dGc1YKx?F z1_Jr<=i0qEI+fi1M(UL2^z5uHEO2xgT#~+6{jDG zf3R_dGpC9$~(068qGF!i5 zWIlqejyHsmNF?LjyFvRq>#McVV1Py7ZH)O|VNOm?&@Dlm2$1l1+LNor;biO@_rJyR z$3r!2Yki!6Im90}W@4G2}_G-wnn@ zhFS=~mGrbUb_M|gX(JizG9NmmBEhBf;uvn*%Dds7>Nl_$6~FoS_y$)(E_gCYVB=?*Lq}p~@kTeI6e1X1V^9{aIYx;KX>D zgEjzeP0cS95&^X{6-C5)&rMI)le^&fIe$HjI;{)7ItnNUsDRam?Qwv!*;!eXZYeU+ z=}wsMT_YnSu;5KBIJDrouJqS3E32!R^z;VcwqPXh@%maIEHtC}mAsTyRBqn9Nu^Tb zpc>IlKv~>kIUyv}7(|{;Rq}SboU%QE!lM{;5gy{tpMclY zLw7ETiMaq@z|U>A?+3gynh+p>>A=B%ZD~1k<_zExxA~q->TeCkzOSjNDbRd~mC>Nh zg@L7|C4j-z?n8PkC%^$hp(wyPC8oIhEzj51*5))Wpucx^j^Rl`8hbJL$r( zf4*gBvasnD_NEkMx)$0@&7^-a{yQ_h@M-!zCt7CVw{PDb#`X^#L?6}fk7Nq_iHIH~ z1wH3o$_O~`@9P*C;(8cjh5;^nDb2D2zCjKV-%5@2Fq5qkw1d zFsUJsccE&BMsw9R(XVLnFdjXA{J3i9HFRxvcfLS1>!5Y6$#Vw{9X;q`A<^UZ@(3Qs ztVqm`bm^0CFzY~TmtbXMo1L9K-#&!79e z8=w3G-tTy^zff&6?6lO{Qd+IGJdnbBcXxNTJ(0#^r642I9m}Z5Wz^tubMENr>8US^ z!h(Z3TvS?Gih_>w@#9A$n3v!F==~IXU^;H(DzzD>1Q_ckkZK)jR9D)n{gA(#w1i47_bfN}5`352g@sy6vF} zvb3>z^5}yE^0s=q|p&cJb3b-wuOh#=^EG%JsO_pf6=-W~D^%+a1^p`-n&5b` zHak6i4w(G9QJF|`?V)8fZ1TdAlBq&l6{5(9Vg06qMBPr}BOIZmq zX++=t#L48dC&oubN3SqybQ?&1!OzbR7RT1s*6!qc6m&aV+ZNxm&t}P>MDa(8Gz+Gc z%gf8n%*>V$)H~xvV~y^cvAEkEp}0`XH*en9*$G?q#j|SWgJJ_^GT#~isLH#>hk=2FEDZf&WnV8f=I4s9nW{BDwwn5m{o}l+w3OT=w|Dk zX<(!T1oVWM;F&g;m0zx_-L|&2`i6!!R#w{9JG#oAFBTUUK>?V;mPvb3;EOLxsw+aM!SY)Cie8{NSo z2Bq?Zm?K%pJ^$0EPnnsEpdAW>Mnevw0oNYWKg^&Wh-=StR)ed#L~@7GTzTktsebj< z$!2J1Xi0G~IVq_e)A!qH#tR)KnAaXymd7V2GhNfudUUg(W{aZ9U)8A{&dVz+Ypbb| z@;i{i^m1gd+1c4E^^7Jj!Bl~vV_;^kjxcWWc$QsQ$l~P+&;VLvJI3Ty8Hl*X!NH-6 z2{UeXS^3~09dLQr-r1Q8=9ESv@Fg$r&DCZWR9{(Hq+4MkDfyt|Ip}^}T^%(w zb!^s|tE(&YrTfMJW_{qEmZIO)F(W>w-j7#2S$y`Bl)Tnh9nZK0q{tmR7xn&F(&D-fq$sSeBnpOiId< z@=@aMQp)#fU$pVD88HC`MM+W7*1jm&pQBf-+BFXvavYVSly+Ade1DwIc#N7P@;3T(x z`|n>4gPJ#+Lm8l;Ioa4!K>DT^|({rJVY* zXrRSk@ipD?#YK{lbVYvtWP_^(z?rcERd!ZZeD&9_e*xqU!6M5pEggt*9xsdma1%o> z%QoLve5<9XsjiNX@yPFDUs*wcj*f~dW@G-acymF48#0)PU`;PW0E1A`@4s=n418XMO)Hw$uelhe|48|JnFk{_G2GCo6`uw8%n@Bysb12FS{I>W)( zGi3u>z>le}u0B;x&&U8R)nC!kSuZd!sI{BOSIGd#L1<`bsH!?_J(%jbGdVaosO(m- zJH^4rS9>66JPI?f4*|<9G*mI#Ea-+cpQlNsT(o%jFqMFXbsFC9vxbrSQrsD@U^K9dJDP^g2ck3SDJ#F7B>?b=dit;S3Q0$Jv_w1(@OxLIElxBM#_NHA@_z zVT1RiA(-vPw*2{_v zuJZ?&j~;rn-m?$Iq5{?Jf%U4rv!UBl%qLG6;|{ee6@4%Esqlpa1?4I{TwMN{Lb;v# zwk%X-)lUqrb$zy@SYa8BGTlGhCT(t>t;dmg7v3C%4BUDEIs^pXc7y9`BB!CXnc0gs zzrShVera75OLPWUu&dY$jgO73GV2H-<}_eoVY!7ZBwp*azA!7APIBYr!~K=05H7=3Y%zj%ImM|X&ug@pxWC8g_& z17}-XA-i!FBBBIjgbT5H-C2yl9GaxxeV+o1WaYl%+TLlhJsQGNi?4iq8W z5$LyO^RCZemaeX^ySuu8(v>e4zabd|d{hc1?(*{TbbCTkUfvc+I?(F2yK8%R%n}cU zsh=T`M`2-MfK)2u4i8s4fYbyUE(jmSz{^`*Y0)#3{DPj3FChRs5cCKX_09QS$-v-) zhVCuC8|{gMHlzwvz-gYP(H4Liw8r~jF*c3-^(m}2kN)KuWx$+R-d20k*}OKS#GQd?TMyI+GTtG{P)kF%X@S6O5yeJ zfFwUlHs7@QZ0QJqh6X?&0M`MQQJR3W0$O~VAuet-4wbOn!E;vDBES#D#l`)Job2Z= zcgC;tcQ4wPntkHJ001-VyPy752h|7O4e$^Yp4=jz$;xC!>b5zk5)x9I*YhRRA;ux@|?F|u36w8=@Yhiku`(+K7?ZmI#)zso==;^naX^ZjVGvC6K-h0Xw= zGm4jQzUAatn3;`$@vagthrHT&G*F*WjC#oiK4*Ml!nn#(zKDhZZOIt;FCemUDFta; zjuAH(3JMBu-AN#AD}-XN5;TWy7#_S6aEYM;mJoLZgIX{zKflgpSV&_JC9TSs9;6SJ-DLp(r4Qt-G0w?FyqQ{Z>(l$0SGBPjE3JU!w$G~R8 zY(G`5t)*p&bZG7bvKsYaI~c7#)w|mFZR($*!IQ=xo?f4B(TiCFX*V-7!{{A&uqY-X z0=qa^s*bQ4+ym+Y6tBIxxdw1_nPPql!+_}L$oU-#%gPpj)7g^ncmhdy|6y|oh?acS zEUq0wq=uGOd}HGkAkEKZ(O0WoZ~k*h#~%Nv=Ra-J-mi4K667X9j3 zUtM+A>I1&w^y~~2HWwL?^`C$g-`w0Jftdvc21Zkhfi^P{N6he94LSlLWNu*r79Q{c z1Ymy2$@`*~nmp~7S_6W>WySo?0Un{Dp(%KwLK5h9By4oG_4M>!I?igz%WnaEi%kH! zF6Op!C}a%-$WAqoovBN^Cg_!+<;uy|ukI;c^BTF^h1UOxe%Iq{ahEa8IF zd+_-H&@Ewq0e|h9dwJD0HC==C3ouGaNlB;N2wo1l903&Knkp=@IN;`7IgLNTWOZd_ z1ZV`zxFGFi=TmO#sb-%OgE|LzU;vO)K;={hsoyQYyt`zgNMHPd!{w`r(i^okGz`Fa z!vX(0g#rO zl5#Jmolu}x z0U!NfXOunMRZIr7Y%#^m!0;OxZ2_E%qod<+mPF9`u0Bu|;FaM7%uEanr+ag{l9DR` z>UQy)Gcp#2GDIvaEPy1)$;s)U=D(*m`8Xy3xG>){JMf9%|5tYizYw#qLeTa!en;P{ z<2(3GqGUH~V zSu#+~z;XZxUTX21>gdP;D-Nq8UDOA(e}B3%2NWxCql0MzNdu1|T2C=E=^fg6v3M=I zu>t}RH8n5uM^W2cS7p2q0Esiw)2AztcQ?-GOb+b_3$P^PthhJ}OG`pBGM}qst9$LX zDbn$rE~a;SIvKI>A?|zlBHmF~bsxCd;edS4PEUb+ z?k!(}d2{0vv0nm%24WCPOUoY-zzgBx;&R)EG9FxmGJE)b89>o)Z!kKpc+g$*FXu!( z4nUl>AP@xJlPm;eT@gURoI=1H00)!M7Dp}SdwG3bWqPmHfw)$h;WdJPs5nefoAhqh zGCgacmIy5U{{0BF!hA=u?rnie#`F@30_UZ3f5)i}zxzxARIXW7PcnwV1?5x3Y?I|hzY|qZl z4#Y0IWJAAx{j!@V22cYYMa9MW;E|jAqvKyLFp65-{|%^NE2}Opp#8u@!vFG+o!Z2< zPr(g{e~|NmrQns^))oYx10Hb-7`WqqfJtug+M7M5Nqy<;d;o%xhK7bmsHi~aO%!V@ z^1QdY0<{(p5I|2yN6ex3GxHi`3xjZYOzSTYrYHi8xkY#YHUxSX%%7MT;`Zufmjb)h zHKad?Nh{Dm4-C`Y?a45>L`qs(Qr2Nb+g(!-Qrxd9H#gQDL=9VedkcWk0J;DO$DtJb zp`IfH&}!oMZ@h>u0E2*dTI%aBfS9SSs_OH_M~5hUYC|99JCCIURuSaGRo#G)5^IZi z4#G6m)YNoz0Gt9u@d4>kk;O|sKE-lN1tUsYLd^akMLnzdgxqOoA&}SrPU-sBJB{=w zab}V>^NNa!j2rH`@kvh<)jh|Ag-y2x_=Vz7^?e2_YyyZ~kPcY`H2^Y~T?H_EA!Zty zn##(`;VfV%n3+QnO_bm@zsJTvke!s6mQ&8@8P7BvydfC`*05XF?1Zgf{ zAU0dt`|KFxy27r19>LxougQZI0m}QBrZzTK!^Oo#NofG^+_b=udY;YYk{ChjxroVC zkLTat&norifzia|RRX?!5eed>$grU-2_y)VI%puWHe z0>tVrM*_nE0tox@LiHmK$WP=7h6(@1P{z*M8bjj;1HjNgMOK3@@!F^W@d-?7t5+xh z1|~W$X6Sf{E;k@Nuzv#7KZvg6^!0saYixn?Td(&7SvByC1W%vxI4_EZn8`#_8yBch zo&P>D6ciRtOzm7;3Lh?sX`fYk?I21Y(NHy7}&T%aKx9XdKX zFi{{6h@_EN92rrUlr#f91%e2y8`|u%ohhJE!ZU7T0WnYJ$`e>wtpgERW#5--2KPC3 z_F;$Tu6E}RzXz{f^U!^ch+ya21S<;Wecg3?;9cIOK#RvBC8uSXi6eR;Ag5IkWMY^wm> z%j(HAW2mpEM@m6K0*t*x$LM?H8SnRWAFi{bL}Y`gs3=1R*ydnX%{1D!;Mmmg*-~B~ za5OhJ2RZ|6QUJaH5j^tm2>tm60AQf?fnK1@HOm!c=!?IQbtf3xs;uq{VVV#Y40bHi4or%W*wmZx2Ha!UtWxk zjWHgqpn-5#^1r#YMJ8a){+<24|2yjjp8vO7g#Y=se9bOJdF2BzR5e4eprV3%hnC3i zm}O+LTV;}!?R@tDYVR)8dv$RFRn!#fm4`aJKi%71qqQ@qa|=`j0U=P)AY!S)d1&>z z9a&&yV>4BzIkmVbIVs7Om_={5y~({pNJJ10RVIhas6g@s!4PUI z0J8wLrE->${Vt#X`}XF4zU}{GNA$n)EyIRD`?OgRcycoGDR*6CFSxt8^^wj0oLfD} zZ4>He+Oya|AC_@y>h4QLd;LTt*x0WwiPHVZEj^>UDF3}$zgl}y;#r1YeZw&8-tWo) zv_ypq>Uq{i)`m@0Ve5xmLGwNI*{)-uhEt=(*4#A}HZI%qBj$$8!_-!9m|4y%R4nXM zps4R?pkSwUS=M&0eB!EM8owiGZ2Win3;QP1YMCjno+M$nu3{^JRp;j6-XE29D}oI8 z6Gv_eszCw{avy_RR@ZD-e_eZ4Xu>ix%7QK5$uVH=j%&!v`wY>Xm@>8LHCo%gg5|RY zwQY*Cv9pWt`v0S=9#g2MrRTQOuRDx=ij96j(;o0Ve5nA(_+%<}8Rt8fN-YUj7TK)C z;Q=hAxUV?&!GiGlU3;LYwBpUXS;M{We7Dz|OEi z!`nbNw<_SNPk+p~TXX5x33763%e-K{n~bcf87I@+#HJyaggP3c8;Fo{>b>-aXHUew z=uxGH4-SgC{`FrF-iOA=#Z`MD`jWWgI5@4`JFhf1!9GlUE#ID_oig*(QXo~2Rj&En zY+X~M>CSqP69Zj^@1odseFW_7Y@0j<9KtNC3%=my6_S#(2D9q!IaXhZAc3Um*_#Ec zJ<*@L{=7#CG$RScy@@nSHum!(q_75%JU3k-i9kz7zuoQXXLuH+^ZI{33*hM)`E_Vv zS{fxl>iw&)$4t_`Us_uwmsKSlU<5I(nd10cf45^eI1KoKurpkhRb{t-Wv!F%=y~J4 zWg8wOvBHzwc{CP^iFq7~P1?cb+vq3J7{j%&-!!Nsq(dO#gkbMdplqAZ$34 z+*CU+k^g)%x@XG6t<11r?0g!V&Y)Q|HYW@U%`GdEf@%gurwiKYRB$28ahI&aQtBH{ zrwF^1$jq(HSJw9jtzJWx(ZHwxq6zHx`E-%G8nI)}NxOS7_uiZ^!i z8OkFs7||W(pNje3CPj=gN2YP%VVHY4tvsj4A6YMP1r#}9PyRRgu`e#hvuvgZ)a9A$ z#(xWP%1W|JkD2)L(qAlPBuIPG+0B%4!U`*F3c)Vy_E|(MeRVZ2LFW9yXeD#f5#${& z%iBP^B`!G@!g7P^SYx9mj?ZDf9yh}Xmf`+>3c(sx&U)d;-m!MVutebv|M?j!c48}Q ztEz~KSW_M>dY_q0-jYOz*{3Z@h>M+X7<8%Pu8XE6-U`uV0#=r_+r_E`G}RHT6>%p| zj(5i0HhFB)5~&_NY|jkNl2BRpv~!aTY*oarkEP$_PLs#NreWxRa`#}lr+seiQeIoT zwlex4e=x|$XF^v~GwWhA-N32#UeXsjxBV#HE!{Kph6{ti$j*xaguICDPb?E46ur<3 zt1R$CJP7Wns;aJYnC7!vyL1%cpSmdGGus^pnMqNQlA4AF`ETdvJ?i$b$+A6zBt+AX zZ|}m$1?&v!6GiZ`$*B`FGHP81%L4<@xJ|1It!`wb(7pf{lu0C{FRgENTexMkF+Rn6 zS~}%2^b79e)0nt1IY!?DoXefKKRG@&8C4>J)gCcAymY-5e9{d3UZyjdxZfZ1h$7N25%vQh0xFhVj3EzC?v`YLa#v}cGUT){ad2ygD{HChyuD%OvLY&6?8hH2ot zV{a9f6njrl>pNEJ8rG?%KFSJr{?G?qQMbdF#edQVTO7+ka-VH(I}CNwxvNr9uRPVIBXPg# zovAFKTw}=2k(Iu?bHmeScs+Em1&(x8ML~#uvigE%{Libt|1#y|Y-JtrX10B>xUMRt z_%TO~v=J^7$`&G}mb%AsgA+VpHE{+stYiwp(WCg?n2Y$S)Wv!EEc={>wO;K*4XyD)5_;C^n zZ|*(uT-)1`3m*7mh&Cla^Zog@BYrVY^Uh||Ybc(2iS_$(aT&#_!N~NcrnP02fYflZ zkdrS^sE?0OQh64(!-VJjp${}ZA*0s%Z!O2(=*0IB%gan zRM){`K_VaRd0$NP?YyJnFig0SK;6k?Xfl93Ziyi!P0yW_0P+r_;P2J8l|pP&s*GBi z({6Ta`S(|}Z{t!m+}1{G-47V&$;B+m>mNvnxE~ejaqN@bK7mcQZ8~FhP>MI^O#diV zO_@wQ-#Qq}Z1ex+)6M;*B*kyytYl~OTj_(QSu{?>hiNZnI%CHGy3vuzRTdh^J3>NH ziCV{z7e~HzMMs;f%MwY-L=jyN21N)d5>I(tCx5x-geXO%a{^Ej&gQZ$za|t~>?}qUI3A37TI!>0H~Mg= zRi=gMI7jYEFuAO6G)A@<*cIEmC*wnwc?m^_!@K^h5d5M~QYkV!cuGEBF+GXXa!a{q zhePvRl4&OFud)FTKFHw|Coxce)znwy^@#errG+_^QmS;$i#2RD6~%PL_nP5SBMZ1q zL|pt&KG`#q$~ag%Fz#?b)TF;JU+o&)O4~RGC%5d()nban4ooV`a`Lfy-y*#(LaM96 z&h_~MEa+le-Ao3;&OESldm4mb%nSeEIEQ=JxO=*LNz|;P;g{XA$F3HdS_OIBBE}lq zPN~}vKU3}NEv%@}A;olrqRxBMZIuD4G>)8mV}1vvsWh5yKPS>$Q9q#$Eu!UfeRx1G z6;`Mn7HacEg&V!Z$x0Q9o3&^~GPYFk0?We6$#6)yhR-u0L2Gm|!AT9S4*r21UdKZIQ3AMy(Y8sJmugUyV#%;BoP+yzw>zAwvnbb_WY zf9$I2+mr0OxtH&37$q&lo9exSikm3gH@X<4v-K69?Og4PUg}a!fnDA0{;6SCuTn?L zHww@;Wt^M%v|981auZ{;in*pj&9^zN-@!h04M}P8{VB6K?y<%J{ni(}zpC7;5{IVG z6c3JWqMV)PN+y3~6>N~K4Vv;v%BvUI^t4yuU_i9-@7JzqgFMt;0J&;+GI=MtL%b*M zy79^>u>6Z#f_eY3<}-vp^B~!;=U?K2=Q7Wdrq7s%X?pwn8R_iZVJ$n{7dK^6YgK@2 zZLO=_jnh9@6>~@-$BLeyA0NAi_jZrEB5p0{^Sx+zd5vgkEu>BosxP+Q?DPxMLbRlT z@-nD@-eKBd!W&z{VuMGQDh4Qul;f0Eh&GcGh(F$ti4SwB} z*_YT(1Q*ebO@V?fK2yW$En=yrLTVe#D-ehaS_L4$;GU0@t|#|giJgXLFeiOaGrhLo zYtz^1*&td}f*&f}WN=a~br;luk>@X6VlcG7H}Fz7N>!Ed(S;B-&t;6(zL*HG=6!6v z>0ZN7eg^%Q(E=c+f4jl_@9$xZ!GCe+7MxC(JxITxaJr{HJC*o2W^Bn6yf;RU zfkr*%0z(3wHP%ne28l5TVTQ~Mi)=#H%a>W{2-Hy| zND@XI8)V(Km)4_&{H#n{&K07wmR6WFUeHy(`MJh~-NZ71tG+8VD^@{Uu$H`=j%zI2 z#J8KhJE1=g!M)w`L*$R?Z}zUVOVbxTK~=MtRsGjdBtJWMMykza6&I(!G8 zV1J>dGade!81Ut8R>1rA=S0`d|RODBy457s+CusBXxy9KdqXiVO!V)VMJj})X0+$RT2t@YKUwf)cq|ZtKzbqoWIZ)tyKA|I0 z^q%7sqw&L~KV^RiE~wuZYz_$n=ZIu4qOq{a`&`F=ZnU7JU5HcHTa531t?F*}&uDnt z(O~MU#Jc(DE;=#(I4sO=dcuMP`%DRyK~5!rNi5$M5w$7c9nVp|_(Ge5SfFU>eSbOx z!a>=7GT%Oy#yv0C{@k3GzQjC@TC7DGI>AYKUeO41pYgPiib&}XN$};&9QcIXx3ST# zHcfiWGw?MrQwdt!w;jv(@cW@-_l^d7MAsi%#SUG^EOVQ!(e^ePS^Ni(+;7W1P8Xjq z=R)1ly=dB24^wx%E%F2!1)C&9;kzdI2WkrwT_XWg#}v>SekKhW`Tm!V@OKw9z@-G} z)V(o1n4I8Y5jsB4i5Tp_!pYQMYBoEpL%nE-z<|)Af>;R_Ej?^-w?2Dm zdZR>w@d#bjk#&=4HnpiwfeqPC^2J#!jGd6^<-VQT4f6v(^0qmb=y&3iM2m+vRWB=< zvpaKv2frD38A9rAF=yU^lQlQ({2@BO>3s6a+ZsvS;VK92{b)uTR-JOnSnzgR{k^C; zGqqsa765<#CFXnMY4S|JtkXi9!$GkKe_|9g{+dgujn>r7crmDFV2QuQ=i&o6yNYPQ zhSAH044=51tqRI$R?vQb)v$A^KoWWltwFdD;@2MSu!`k>qjjDg6_1+OaY*%!TLpJ` zbb-{ODCpwoM%B@2sbUgb8rW#!vb1l7h2uGhf9S{s1UN(l?2p!r#e}gI8*J30%_4t& zkOlQ4>zG`cUCP7Z&{SF-#P2Gpr{Xl3wdy4_GvQfP(qGQO!a++nY@lpE>yC&BtE#eF zNNo)rLacA=nQH3?bSw(tOxROwr#u}QXEe(?uG)~plzc~3gb}TtCKdS<|*pP z{tLL$$)VauJ-w=`_)89Qsj=jqE3GpA&?G90PXxst%=1Z+hE&#jMP#~$8`Jn9PU4wv z1LE$2T)0PS0)Nk|!x~ke{7ZJ%laJd|*H_1@MmIJyw`d;>)0A%LbezneTROQXl;^3s z^amp^@zSQtw)U<`kdTJhjs^xo%&A*^T{lG0*%no(ARhi_O30mvON?;>ubobzA-3v0 zMKtuPk)YpmA_2*#$(p49!HHLl9#8$W7lP*BImML@uG2E(pJAt1I39 zo&@;L#M@O*!^KX#@;qbSI(c+YFEf^yR*!>cMcGOi8?=7hI z9j8KD8_{}L8ThvL0e zEvX)`z0*7eP5%#1m;L9v_8;B&^dDd4a}^E*vXmmnK`!2p99n&X)gh=iVZy)FTwLW_ z`J$etOZf}t&}Fg$!*iY=$s*=iEuK^!m-Jj~~wIcq#Gf(6uzhbZ1;}o0X#DKA$Yl-i6I~ zVAI{<*V9y#6Vk1&zri_PSrHswC3e0#JKcpXuymqMPZ!0Q#BXf`; z?qZj7#``A^J*+bu-`#+XjRiStahG;V0#oIn63yAF)IP9^^;(*-ijH%#4CrI2UG`J; zxc-VLSM0}7BH;*GjXUFiE>eoDu-~S8(9`pJ{|oTARVi96v_}IueQldG@)5K>yilYYH5c(a>EjdxEL28>@Zf|2Y1! zbNs`mpI-S)&RE+|Pwpl2)_u}M{Z5x_Nu15PQ}V9uM}+a*Z8x6##x~B@i`i7Pz|4Q8 z^HKTY__p?c@$0cX2kk|!Cu$tkCf^Bc$rrPc54JQ_M$D#$fQ)@1l(78aT}M=$JAvuK z_JWr|kzvKWh!#s9?h#D~*JRDvq7ZY&suy#1db5(I)J^n^ZN-vUk;~zju0Z+x(uLnJ z>32NopQ?iQ1DI4ngRhRA=DVByy}an%Be?DGy@m9J3GFjwbB5A6Gj^IZ1vIo8Dthuc zM&;BU?=SShE@pN_^2@PUJ>NOEM75p?D-a`vpKA|<1#EjPvn`WUEHRdgJTJG|VeLlC zYmRya<<_8iIx^P(tHKNIGln580o*bogmGz=i(_KJTE4|__Rf1k|cb2*)=$|pYacAW#xAw z*{eIENEhg12b+dqRe{sXmi^EmBw>9O)%~?kRYJAz=E5+%5d*e9w=$V3*H$BcFB8 z_v-i#e4qZ?mDXzXW})K5l&fj| z_W2@N^8EwZ&g-x@y`s^XaY$Fm>`F;by5fV;MC0+vms%PcJ~wx$n`Ujl)h4txwBWrQ z>#?8Gn+HgWF4ABZYvM#Mk5O@dvIp)h{M_P==6`0aUHQwl|r&=e)yv zSg1(>m12h|TvaH`L{?T4!YZw@t9Ndd6&1y$ty@1S{Yqv-n)0D9Ev)oZOeVjW!Fp#G zOw|%pn*G7Nf`_XSDLLzlyBHKW@;5J1_%cdMb7IlWp{godA^P1Gw8q6x&na+n+5|Qo zGeu1~t~I8uJ-Nn1?Sc!2S|Fl3ll(UH;1>H{q*Qwt@?AZJiF4h(3Y6r+*H0DZB6WA@ z8{OyC`Sc_V>uhlI%XC3m5%<`*sZldRXfuvPApFfm5zAItO6FXrwGNM%b5A#|^9~3kloJ z?O>EEwBaex? zU0L+*XzRrdaeio&H*GdjB}Vab68k*zI@W75{ZxERT(wAzC0!yr-gYxKIB)Yh9L_l9 zoRYd2G?WyLoZ}VA>QJNQ1%UdkIJt>qd`1Uk_tvG4J&U=}g~Hzqh5RO;bi+Fv=KLNd zXj$Rw@(5Q=`y;w?)l1L&K;q0!06waB@7bf@$rB&r)!IkMZ%nMwGW(kXKrCci%U%eV zGnvf@yZ-@W&xG&aoJIftN-YpIygf1p`<6gAafpkXsH@{-s<_4T9svEskS!~JM6=i@ zIo`wlXQ^LmsBNjUfDuIcxLL7j7bh{Em@LthqLIad&d$!@91xI`$#M+$H_H7>HVvst z-=B0iK8BX_yW#P1n`(_2;J6XLppzvK>P|*feXW z+pUdNsZo0`6`O{>vlKm!)W#X)Q3+5~dSp|X^Eb^^*}nS0&Z3L;F1nj!5=%dLio2}j zbX4v__2YwI63)0k{oOchrj>nF)zN0kV?w$WIP$*{HWv;HS z{;cPj{%UqcmHQ&cMI=9uLu+eNU zN5Gm(g0SI-X?}J#Tax;F3UC8|>kN^|$zfg>O|@n}*~v4JiN5LDxC6l<4I)k2KA&Wd zIw)kfq_m$^S~-}mXRULtJbN*N^2R-Bp7{}0)^8(X*)0~5xb8pE-lNp z*g5NpbPd?@FN47MXL==hF;;uI-t{MIXT4S8+pU|8dL_9pa z|FY=Md)u;ggze0Dv)JDjcZeySrW=(Sy2S23F(f#6Q07fA5`NiRz*>0`i!)W@P*hyX zDYoI+Ek)OKa`CaZxOwk?+d&g1 z9tjN*3krzn$0E~*Lm2|JGt_8->uQ?*A;Ev0qFXZ4Zu2l{rjL&4sL5jGhD+szfXh+Y zM8)`vXp;=TxT8YV54Rbh`MC^11ZD*4=(gfdbt6q^$&OUhDink5Co-k2I4Mf?n6p~AMfuLrrwFtWqif~AzG-I39aC24$LP0eEN|Zxs~BtR zs;jRD=%jG7Au+mr&!MMudt9*OlsK7A(ydvAXrEIa6)mmj%c{ZDypJNhL-9sFdQx{} zmn!b>$-*xGSuHISw_}?f>)5{?<;pKL^Fd8v-MVP8KVRcX>&y!s5&6^F%t`m-?p}lK z9T9K6Kogz-_rx}VgAhe_g}L8iW6nNwB>$u$6n&LYz0%w3q^V_EAYo0y%M|@)p3dUVdIcFq8w_+YEY1rf z;)ybz8)u5Kty-H)xshdbL!7jyb7(1Rfkt5&gzIIH*dH8hx zZBvHv?bi$=y?AG*h#Vi$-d+I{ zJ8QAWS=Nvhsg<<04g1oG_gxilNkwUH;PNOX`|4~{YCg2)_?4cM}1k6Zm%3b{DarE$z`Ez=RHDEcJrbHlBwhR4R|N}&X$Q2De@Vts}?omXV{#$xpF z=L8%z+X%&Rr-h`44TC7CI9l`c7GxWRY~{?9EO_frV=7x0N*^R`I&J+}UwiaGolh)H z;<}5~{Z5_PLP`};+3wv@`3&$0IZSygAlx|U1pfZRFQcfAczV_|Cj5-g(Xl4_!_VHx zE$}d8^N>tnz|Fr*|1@Wpq=o) z^(vd22j^me?orA3TZL&d9-TF6Gchf!Pqb>_%wopXW2&W7n;IZdpn z8O~5u>6)B||K64X#~E6=Dce!Bh@K5HrH~8ufejGh>t0zEI=dy8*vd>wsN<>-Tu&Fr z?bpR8da$5gn;2-Cfc*@k8WH^O3nfhde??E=uPi7jD8vG>18z!TXX|SplaF%SVC<7r zp;J(Z)Wrk3iKOTV^Wjx5D_4AQI*m9Z!Bwv?YP>8?ri^xaeSLj!a4=9^N(@i0Zf^QP zuh&>?e(K#vO(=%pU$oX~ix1wazj{ZxChDst?k4VY44uUP_E1pzKXoeO|K&ls-?0Mw z#$t+*b1uSy>;ego9vWjuWThSO3KY_d{e!Gkx7n8gY9}*)BKIo;j>W@XcF>~UcX}KK zuBCY&)EWa2R|nOmonp79BHkp1o&i0sw^Qh|8khkPLKd~|x1X~I@Xys!#!@h|(|)D9 z_GTN_+2%ibsYvYkmnYlW(D~)bhr!6@Ri*UauVmxj-_cQIzmxj*kc_xS4x?6QZZxzy zf=js?$DU3Ic^Bl@vVX_C6rtMJC9-)Mk52veJll^r<8J`3{itW~lRiIc5txd2y~S0o zI*GL(dv4rMl*ey(4y*U5I3p^iMV&4O@Lv1%^cbF(36A&|Hs=;^T6#vvp<*>GzG2Y*$=a%@p~#M6AQd<0w0?@ zg)8n`u;NXu84p8I@Vod9x-SeMDW!NgvZ9YodF|f0qudLl~N5M|J z+Z@!aSTqv0-2KQ~T-}VVp}hS5(e3J9f+`Y`nAxLf!!-|+nVX`5R|y&so%+li8^q`qXJyt(1C41YL| z+|S-oR)HaXy@dQ4% zqwJRq4{`mO_V&J)ac<$iqIoFs8{A#t1n$$2ulNh@+Rn%*P&e=j!3)7DFJX~yA6L&A zJ)&3cmk6-2u^A=!8@kl~KhetnWM5e%wjTUM7HLy(FZo#-AL#BICvW+k51i*!P+dwH z_Q-;zQc)D>(U;sfLyobT3Vu}M%l4h-@bnSSLFA{KPFy1 zz0PXh-QEdFO#CVfRzZCeB@6d0$98o!U75n1z6I(?eo z`ZY6lR=oQraA=wB*1h>%Y*X6=p3M!nPCvGHv)bQ`lY8dQ^hrBBd%sVb;gVipqSn^Z zIDK9_C#!P%_wJ{v!cH8)+WN2Sbo68<&JVxwP>`Rti0zzlh9Z{6!n_M)=ct6taT z{QBYHo*tcg^vpf;^!~j@>QCNSeQ|j|I}kW~3o60%Z!&WJI5lN<+|Ba)UBIo1wr{T; zay%S&qcprO?xCvjw041ccdBZmf45(+dwc$9tMak_Kd-oVzkBr}M^idzYu)kO%AG$= zpa1BPvlDG(7c$uMvkRz2RD{r_|N$DNAb zkIkCCc{jJx!}1RY4tzQ?%{5s&O?59*(0S{MgoK~RzF52S&7Smy%fl9won7xf+#*13 zM#Y{5ii~FZT#~j}`s~>=;9gl@m2Cl$076j=8X(@qFi=<4o_oUI9ma7(8A5T-G@yGywpv-x!|& diff --git a/figure/greedy1_examples_1-1.png b/figure/greedy1_examples_1-1.png new file mode 100644 index 0000000000000000000000000000000000000000..5371e3d14faf081b44905b348cbbe4ecdb0dd053 GIT binary patch literal 34342 zcmeFYWl&sE7cF=R2@*6UK!Q62cbDKHxVr=m9^55BaCd0jg9djG?(Q`1?#^7k_r0k% zKc;Hr-_-n|=Fa!W1Kte=N$vNd<$wfnk7NL4xdvv}$`zdewEr~WzE&+m0BTx3#Q=28(yYZh$V0>`I@d3W3|eb*$WGdL6KLpu>Z<*iK8fv_= zd&Vwetl}Szbu9b?e7Rg(#>Zxulau3&llwl6!RH+b1B3N)lMDWV9}=RDyr9iSpgjI@ zzDHWlQ^~TTrcRnQqQ6W&8t!2250^ymZae5XbjnG`;K!_MxlRQT@Fp}9|8%8{m?PKB(A&za|6Z?@&Do5l+1};QgM{` z3FzgNo!e5!?OlglzWV0bMc>HS&;%^H_yrb?(DpNj+WZyge0 zF^H=C++%Ab(Q1cMH9{u6(V`zykVKFUjmkF(3CpD|YaaWPnAQok8eV%U)=N{fzH1CR zI=XP7#49!`YI==w_qepQr|zNU){*pynWps8a2;V-?o@uy{vYq&jkTpV+O@dze{|HF ztXq9k59L})s5q;DVh?6b>{eIJ$6tFsJp>8KtJOHa$zNhF(P*VT*m+W)zz+)>^0~4~ z=dwPVxi(r`TSGzF8nlm&J6!&&E}4D!FyR$=`L`zEBTrXe2BTMJa>-JI!}&ss=Y!IM zY?&ku2e>PQdoEzTQ$5{isA(LJt||$>-_ep6dARvKX)?Bx`f6l~iJ>9N? zoQ%wbbI{mIf$A+8#_s-1S=d7FfZ_qg0!t+iAh)pzli`+Kxmq)ek9V@xRT;LdsbMas zqmq|hqN%2I@+3@Qau1+8-E)VjtXEsm+1X{}UT%l3bNPcvg4{7Z)WM*lE^4O$JQCGvx?vTIYo04cDr{oOZ-N&7wvE_e?-Arc0E^RSM7uPXD;Fv zeVG45WyZ?<|yO3{P2J_elz9u#PRcSP+{u%Y{_|`+qB~ zgf$9@cAOWc8hh8#7$qvp>b1VNfbZHG3EH)?Yr`F+#+j#an2BRQKYJ<1*yOBgjD#es zvF2#F?-38nQ|};WRad}PtFlwaMKo!EuyV)YLW4UbI4y-Co$BnZBzARWRzS0Z=Rk+- zq0?VGR%XTpx1WvcS$%{P1OG(5rtb&S_Q)tF3YPQZvFb*={!TIKAj3U6eZG`?)X?5RHrk^5%F%()ghol|7$LfxmNJ>*3m(+rw!lEVDIqsf}(8 zn3&j4sU2$`j=n8hSjtc@oitgAugYVwP+ScAgOj8hzsRWgH{O;IU#v!YcyEdK2i3@K z2gvgnHP40v-83`xMN~y7RaI7!BPeHQwk7_bE~i;|aa>C^YptvXwx#VqM*Z9mk{~?y zXScOI8+&Ji6hC;S*8EjO&9J8PIDeQx@#s&7JkbT=lmuc+VIeg!lV@IMaq0qC5SyCZ ztr0>xQc@dhj?pYlzN6xrjwm3#J*&Na<4Ujj26*2sJw3W#PRXg~buyBiy5O}`Tw2;< z$M>hK{*7ImxUApihGCJNT4m?*zg<#Z> zO@v@cXL%$R6v*4$HYA}f&G#gukj~#thnvFd!TY!wlA-OE2!U|i9V5>=vQt-tAwIQd z8{&lJ6<(fu^sTHuPEENQ<(Sl7QC2Y9>SyV@KwE02Gd`i9NCO}57hZ2si0TMRDbZ3U zbeXJgVj5X9>y%um&2*>X9-u5KtBT7uJW8pleFUs}a;Sa;9-z+IJjlh!QU%P14!X*> zJv8U!>=+u>Ic8JylC^Q~lHM&0cHq_Cb>PWH#Jv^-b6Y;qfX8s>OVQPbt-tcRl`N0x z$@ngBFoG^FHP4e%``#ZW&EW$ZjRUaW#ds!Q(!U9S%V~Ars>}o9SaHT|DZP}n=5tNR zRl4*2_^NrIRU<4w)1!F=K-wRi{7=o@W>BrD_L8FA8@ z3|HF`$d4IbVPR$g+L}zi5BFgG<~qkq-Qwcb4sAI(8AGNQOJ_FSiH zLBVFUJra;11|XO7*=!Kf@XNW6Z1#LUK~sGWx*D;RcG7SBh0*{^ci+Dm%o z5WaRn6pnc{wDPJdjh!tmd3jHI64yhs^h)`6Sg_I_9uEaWnKegO7>v9`pS2%Gv-S zxTyme5L|GwEX-6XDl)g2Z_rUwbM9=Q15SFFx6k^|0u3(FlonIXD=KUiq7^I;>f6t{ ziXzf@XT82!A5UqDh>AKLF24c>BY=eBpY&x^0v==yARRF>s)zJ6vCTo=zHPzhaoDMS zx1O6@ch&FzG{pV6-OEThF{TI7fye$4xf>(mcRp$OH4|gNz&)a*Nx59^<4k zSJB*e>y*dQ)~~g$FyNyo;F;m@lfD473~eC?(x_~Z_|eq3*w?W4W6Vm$r>oYo$K9OIvFsDnd#qwOPx577rq zR}s9%jt8Inp@mDd4}ccGlSygFQeKJqzkmPor4l_!il=5Izn@8q{j;Q&j z;M9Jq9Q!t)GAE^=r!Sse`B-cuZyQ$mAvbS{xEOxE z#Wi~3>?)!x_#UMc?fVq8VHJmWPl0>)ZBc0{J<#MDH@s+wwe`cMkue~w*DhZ?tTHMp z-X-P1$H-9t-^D#_WaP|2*V+ps$o`4MDbLsWhBHYl+w>~4w=gng(HLm^TmBeEHy3xz zMC01BSz8UFjgDC|!00OC(H!CK^hREuDIWT}q=3o|a%;AwWTm4Zs{N0bvgaxOkn6oA z4<&Zb)1xzPhf!4an+RcAwSymHrHWTIcG_FBEwXPSiFR{XZa&8x^ckM5o-j&E(g2+3 z4QRmD@KFw}P_DwW8as6IA20cnskvoz^g3y_jJ4W!Pt(y8IY$5y0_JAT^ub>z=jSAb zXQdH-_Y^!^#$GRjjG>Ioumxx9D{fnoi}oe#2JX8PSqYiW2St2V&#I-j>7of`q9tl; zD1ggteN{3}_A>3Bhhu;h{3~AU^PFfx#F{Yvmb<$X;#GWrPN46jz1Zzo_kC2V0aB9el`*jA{?5!5E&l$1P)y+v#90OouI_re&M z%RXqYr>3UV(W>Sek4=V#_4bM5u~e)iQwM1JNoB>#uFkleh&%eb?K@ossN?o(9ee`= z10m*`=8m&0EJxqk05$?H-*IM^M|d)6&Wz0 zM$!b{cpFbh$)x@8x|+=0x4E362bm)iw)K!M>o%IxOCeC9gYMdFWY3t57V8+ z=BuCKA*s)$C_qMLsRNCFWiY{2X{uy0>jFEcg{n5b_Md>W>T?NZW?SIr{?Uj&9&mH= zxw7n&XGH+I(6dWw!b+c^?E@dyB?Z(r1SJfDwIyYj$RD;2hI%;7tlD^c;9h^?=^2DE z{M*mI19k^hh8%sXJvr%a*SiijP%pFZcS)Kp9`jG&eR~bhE~&60yo}9Gz26BCK9^Z9 z=pOr`3++ICpC=MIhn%XaRu(>Ihv1GBY0ug@I8`xjZv#&!w*M3zK}m!6K^JYg2ePfq zVo|I+bnb(5HC?)5M>kk#)Y72gT#riZ_ZsDSWaTz-DO2&S+3dO-9kQ_#c-_|r*%x6D zeU1CS0^!;-o3r0&>kG)0B#M0cq@E@wAuU;S+rFThIcZ`#sj%$te8ns+1d1)oo?m0~ zPS{1J1Bz7{s4AEjwS+2jO&G?51x_5r`JcZUl%@~xn40pUMI|M1IUdZSI{JWu%RisU z$kB{nHE+*?dBcRV$1O|5PuWFKmK@Qog(s)R#KYDs5x7&giK#xk-E9nhB^s13Z)U#3 z4(r@VY90J~6)KoN!Ly9`(gFY97V_xb(Vq5a7V}O2yhu^Y#!ZhpO7sKkyPUJm&-|5* ztk$hGgUda#Nh2-~Mn>$mt)B6pDHG!3&&+|Oq@>{B2lt0t9`9pl>p=h6;fgrIBgBTd z9cf}?^XvS}|I3jO$dSNdCUfyb`QmdSAH1?~1nV7s+S4L@!ww`}zfO{x9v@$u0r)*1 z3QC4XdeU2Asi>*%PS@dEvq=4(hUy|$8iSnHFAw}JzDj%>_&RWE17Kh%RE)capaKd+ zQ_Vb3I3gMvNs5?TPT=!r&m(>){FnR*klEc};uBw3`_F)?R?24@n(9vmV1CtZ7FykTqO+!>jVZJ4K4vU=OgO(k2QT8h~ zf4ebIvN2#AkU2=#EuW9k}zRudT8w|ZSHQ%eYP}h;K8TG(w4%gAt9FPx8Lh9zd z;jsxC02Qo10@wGliCi~2QW}-)T=nT2jWiFdO<9j_uYRs+?S#zyfl5kFDnoRQK}Cv1 zTRa3I@#+yz%SLa3>3a=keFN=YlYvgjCL2uf5me!XA~6;E?2OVQ_Q6WA`AtbY05Sn8*7cFH$3(b6T2)T;lOI{!YseOd#~$vcj{KfH>gQ)e-M_ z#cAvu>BraYrh#T=Q;*`OSMQB2HEA=VNhX3RE+Qwzq8g!%>*zC zU37gqlei{?;(ljo$%Kj1h)Z}j8sGUOsXYzbmar%*PUf3TJCsMIp)6#ryZLNWiGvgm!~x_d+o?TtlALocJ$4!k5L2jDgUN zN!!kE%neH49)XI}=i`N$c)Dx+w_m+32N%qd@`;bgyFqe)YnQ;tkx*AmhOo9bgfx^K zry6T&x`P$>!F_OegY`9Vp`?Is$Titvp=XZLFrd&KR$*f71nkh$paHfIG}o&MjS@4a z)ohYmWkyz49F;P%R8}cVxFB3HdyUPoy#j0-&m`{_CKnKy;2qN_V;~PMcl-YprP}=D zQGuW2^cDET4X7_w4^;|}hizN>x9!MX%&xbd0Guz=_fYLhW5P=4J-ln#`FwHd@F@pv z1-~)i{YM^Dt`yLWFoI$qH-*>P?YWz4;vGL?g&Pj;BzK zjg2V{*nyVm9v=pnFFU71`MEJ@cqkv)ovUJFk@FkRbrWt^QGi8>z^UrJX)vW`Ri3t% zB!}h$LnL?1aI_ljh$)T^4sQ}m8dV4S`ppaWt4LF}{p-1L;Dq5GrVp-k%s^FYUHFP; zYpXLK5s17#wBr%7$A8&$hwXZd@gnmwING9rdy-S4IU~D)<48YT%fiv z8IU@WPC7#ju2!Nl8wi--u--L!I&0MzJPB!3*GlJed#BMHqCY{NLYA}m9UWPDQ>SU? zS(l!J0T&2QM^WdTvD@xuv?;gpDz@z%c7Ybpm3ye}R#zYGZ_%Dq6%|k+LG9}C%L(|U zozqjx&4rx@8nFh|iD}7rr;Ow#<4!tFe74*|;k|uv==j}m#6(5E@kY@R+>bv_WSP3W`n~-c-3^VS z{_L!T$jPrcsSPHk4&Dy4;?ns2J z=3l{hcg9kb-M8>GO@?+sy^32&APMP`MSqy?^NGS~6bO0((h*Aw3ev@?I2b^(yh%`a z@civ0^wW27lBm+nEdUCO+#f-S1XMsORKSy> z;F#|m+8(bCT)oOGT6#1yE8y|v2t)`OOs}k3Cw|i0*!(~{2>0mn^L=%mhP1lDcFSc) zM+Z%U1q{HTyB*wr*6AhI$W_Ac^0YGgxmlHdj)a<|fzkpA{jUX#2~@8s!ChKROh!nk z@HDLGA%%u|0PT&){{BZ*l{h!cQNK?_;BQProd&U?z>u6!QOnsVe3nhp#Kj=*K&v!@Ih5H4W)Pq|J( zHh;qW1E)R`Oc%h`N@2#)-fs1($8IUIZ)3KykIs7Jrg3(!_72@cnpT%=({|pDC8mc{ z%5%!lxlA#*q-QGNBlAx~SN$TEReO9x=G$>Ztmp6xzcu2RJwloy&zcD9O?$F$#^0m| zaMPFQ2-vIn{lMJcJM;!n>Z;Hwk%f8*8RTfC^mjPWi! z$)C=z%Fh;eX3we!s^6u7W2riWOIuxSOOG^vwaudVhkz zSN!vQYI^0+pxT{yL>S@kFpn<-4FkTF$@qYjQdgqI59xZ>n5DN$wMShANx@B?J#%lB zEJk-Pl0y7a74P>-YC~;*y{_~5LAr4^pCvs zN0^hDaE_UBNGJsr`KI9`plu(N2@{tVO5ZCm7+;6)G_g2C5aGykMMF|mK^}HIyWi|Q zgcrmASjDR59#Wo_br7Lk3050>RMiaq^=l&o0zPT2jXDJd1?ro>&q@jH93&71nM?BH zn5L8tpL%?al;CET1Yup{oTnT4tkOaKUFvPjY*9Z^kNCr<|N?5%t>a^-@#Dtyiu0xpBJ z)+2Xae>zAVy=Zz5=PqbUM7wUA9m1Bh=j%B!-QZ;{1zd=8cHD~I@B~FzDVP_I;D2Ri z{|k77gljJG@1pfwAz$O-xH8xWahJyMXN}w@gCu6$^Fe?{uJ3c?*Bt9x+PqZmpR6mJ z3nu1^Tspsk!=7{hfh@)a^)f_}F1a?EC=l1HS}mopLP}V>_QtI}Kjn&6rYkKvYtOqy z_#UUa!9Fep+2}&fZQX17TXakmJTO;UYmW&Ip-XpiUJI<&{y9!pVx`@FFexDPZU4wq zar;(jj_cUz;8N$XMO`~=9kXEeCNdQUpnwDKcqu1G5%qPho)#;=0mrEZN|l@Gc-H{i zC6lslVMBeD7jE}<4uj20rASislBFDV$q^9B?Z&hA1a(62$;_I>1h*Cf@juMe?r!aBy{0mMx;}K zaO*!UaDJ5d>2XTQ_0fZ}(KnOLZTD3hr1+wxTLqANX!a%w)G4&U&X10MkNJ*5lXv|QDSZGW8aOM)Qj&AlzCNe+-F^-q5paG|bLeO#Wnr;9m@UUY$ce$= zjT6%@|K1Yy>ozq+R@1!FYbL4enO5*-$MmdyT@Y9GjfN)bq4Nb(=OHLA7}|eiX=h<5 zm9=c3%6zseQ`{D|7H!t^JUjzYGfc%mzip`N&#YT4me=OAX~b{O!TlqbTdvoFRG%H| zbBjh>{lNKPR9;C_3W;oX?8caMmDnl!Kh=gHIBVets*DI6u>RO{j|j_AeZa)TBqt|N z6Wb*aC*+B*<+1%i(`-U#Eo@(wO`~+m?kC68yq;>W;3HtqTTog$T$nDsb1Ft7cS$%t z^RMvxA;tU777G98;xEdQumA+6Q@XzVDLb*CPFY|fWJV?lS2HL?5|6ihKn_|Q;KK|Q zFK%e5YkN`=-CZY1Mx>&oZ81A%W+%kv45kS~L`1t(=vOrVu8|k*jY8+VG%u#h$q}-u zCRF?Awcy8{BrSgVR?aD1iOV8l(}F!MuG3M6Ty41>I6zKytihR9Jrp-YvE1p}^HD=W zWABdA5vsAuVRGn*je!{ZL8;TRySLx|f2mRi?IopOrkoG+;OG*Z_lQ7g^pq-ODl!d9 zLtv&#xHQ;%W}_vJov&~G@H61FPx@-VFKjKUat~f_$!jB9O{?K8sJvjGc(HLkl`d_R zw~q}5rb}YFSlY0%{i}`!OQFrDXVsYX<9TUzr3 z9)Cy%kHE_1{OkEYZWbY}fd6w>ONz@GugeOV(NeqNQoE4w0h^9Vg_^z1YGDxfbWXRx zVF=q)^>ac~#KFR%boefd5ZQVsQn+g#%Z?09KvFm+69Fl&N08`xR{>6}YOIV68xuaI z8EZ1{59&>0_YdO4qpd@wjIu?h<9X|Sz9tGs0zu|;L_8dJ9YTDSh(cR2B6*DvMRPSg z%#t}fcL(U_9AklXY%^B#c-2J9*2&Qhor3h#(buXa#Rpsar8e)LTPXt2@6bT6jZE7A zfQ#c7xUj$YRWBKkzx1?RJeOdd-Y`I2H>fcdr52?sq}wb>N5>$qIBixUEvh{CwpHB$ zoCUkmiKjAX@N7xAW}RQeMK9$Djogf!;<@k2f!e`)E##JGs^sIp-xQ_2MwpJL7Pc?O z_VY96-Sz1&(*HiLR8*GVQ=&Q@lvp~FnKjF zH`3bruIoQkaPQMuJ0!&RwiWoQ?dMmio}VZ>li47x!+AGuPviBPUH=*md8$3zT^Ia% zqr;ChY5vpoMBbcGROfN;=|z|S0v#ucMZ-FX1CQ|~^Ob!`-{fsPt?}2%WtI;^Y@TSud=R^s3LZR=*FW(ig>e-tB^p<<(JD zLu5s+^J8(#T+orjrVp{xgoR_%@WWR!1wor_I^wW8s?*cU`T68GsOCwKE&u60`K~a~ z@6y!&0FfejalV9pS_6QYb<%}*M-D1x57~*{Y}y=cq!x+N6kZrFLsQ0U6lIUWlmw^Hm;%aosb1R;zQ!(B$N7 zu)p2i=){ZVWkZig#vs$n7mW)XUOvfNcr{w(z3=rk>3xnHcmMst!3ZC&{U-K4y#AJq z4+dz#^t2M^Okc8NQ$~SHex5#Xw2?=YX7g=5(hZd4#(kzT9toPN7(d(NbC`dZMfbAd z=GXU10`DV^(O(OT{!y)LTsG!|2c+4WAtvJn;e7HcO6Sn^_6n>r(k)lysi}iX=VgD# z2TRZI^Z+PLur3ObL?H#AtFaq1e&iRVzn8U~o?^BAcs$=SM)Gv05s3o4Qx)EtbGd5> z2nupMpWlj%xo)w6Ko3V@Vf+eXI%>HmCd(ksLH{hK{<8Gd=yPC@}m3-^TbUtRYfNUjW% zTWZS7e~AtTDFFx(2y6NmVS-lVxxY<())%g~-!8=g88(}|f{Yu6pXoI7n!kNwjkDdn z3Sz23RgF0LyYlHYHr9_8DAqvVSZy-6aU?6rGp%>&*-?xWgD{qG6c{FCBbU7SP&uU>l9sH6(!GSi{ zdzTXz8}l0T-Vy?eXRI?%)Zdz)ocJ5*yh<|*k$_|VTnLUD%ohn$7(w(szG?_t$nAcW zlXpx-)?HGwgllp)Ew|9~J2O5um^R0@*IRihp*{tHYC0hiQ268sDNaq$1W{E?#Z9jz z{JZk3Hn_0jI$gJ3O0(x|`F(=p6w}VOPdZ}EZqX%Ex-DHV^fHl z@+l7e#{>G6t>W9+yzMycva3@#;qME6Gxr4#V24fD`CZA9HF>z+;{LBu)XXj7BeBDqDdKt@DCWlNbNKVm! z+u!wURXFR*SXy{u86!zeK6m(D(P{1nTBFHbzhDOgYEDPQQEEW*g#1iLBI46voCm<@ zGTGE^`Ga-OzwH)|dut3n-4^t$GKe8pEZ|j8(KGcsiW*4l|IJJHKp7lQ; zsh~yy;Ge*HKjwQ#keyxFgmAvKzgTnh0k8v9S_OpAUspE>eN#XMcIphO^p_K`CFpD!?H=K`2b8?IFuGs3;gACU9QTd9ERtqL(ySe zko=}#Y<)w)B+pbP`h*|RVijO#HYI&=jQtGOr@f&algcI|3mkrKZ*( z%fVE|JUErLHH=mHMptvlXN6dpHlES?ib7sz#fwuUL5EOoBm;;6wx^EPjy1F2Z5r@c z+uKK#_z9K!r?DbRiAHWf_wxGw@87?d@N0oK|E1x$sZBTcEC;qwnxcUj_#sVR6UDJ> z>uqa1oN+Jr%2(sM-|p^{Lt|6?>Xg=TIo|N7swBXdgg92{dOU5le-3eDNNN;SQ@c2+ zr+W>9q~XOeD)=9T99%Xp+he*BX}f6)JL0G>67p=cL}D^x1i%qR57@H7fJ%hSMO1)S zapi)CGb~W>**sMscF|cZ%CRv4LsL<4>C_WgQEOX*He1vlIZ+}A=?-jY^@4tZXE$_B z;UYM1Rdw0b^q70NY>NY7cDAw>v1dd|*yxm*SpvS+qHsagSXF+^L^3*Zc;Ga`lR!zl z26{THUwglUBQJjnwa9y}f8x!T=l2?79j~--H0Xd{%A%0Jx$Jy$YIYh~^8ASiM)2VIA{vL03a{?O^KYSNRT(?$HSU&OB z*Ve-B!vn8BF0{+M0D~Gj28Qj=YGu$IZu+5%^KQ1hNjrq0R8h$OxqSg$AZf0UHZ`fS3^%Q#5XC51+i z;KFfr9SUFLVAMnzf?cWln2s1sA22o!Z&K~yWKBk~OL6IFX&bCgk3fz@T1IfQWPY=r zcs!KsG4wpCE!J*&_m%*KbWdz&zj%^xlf3YoMoIOb0&2}la}{m;RGG3({hiGxgK-_o z;nXUHEQr$0o98$DzND`vlB<(y7Bi}fe=Kh(H!EGBi8x!&vh;i@N^h_|&t(HUicHnv;vl- z9^3jJpAQkIPEs%*bqV#Q^21JhC9fyiYw!NTv)Wt*8IqS*&dV&+ zRM3b_h4d}KTx1knaS)i9F-Ce+u8+Z33-D^L)%|W9Bh2Yy`iLCBB$)^ak5R?=vgq+M z(+1MiVPV76H^yF>1hE}|OUC@??+uNUxDUEeLC6m1>}V02z7GW%T=}`6?D+fl1WO+m zy{cmUq`>(NTywlkqvP?xZ`@UYh=ioUSUxiQk+~FE@9b-SA8D!;rLJ1DotU|$?b&ib z%7qTI6AJ|GWP$SD91ggc-tAdb+9{QKrC{|G&~53jDJ>nGIRDpW!{h>jqlt{As)q9|g2 z5Jl^_K7$h*_$Nw^V?`X*_nX{>7MJB?C>^{Os<`E}JVyoYX8+}XBg)gR%N=|5Aa+S; z=T5(f0Ak(j4Lzwx2#43Z1k~JJQykn~O%Xz=H{RLXzT75ynpce;&+^U|CcF&X2?>g? zyu0JhU;7eMN}JA|xrp_DHR-Q@PW{N$ySkW`(DV@*+%=^cF&GcInmtZ<59+wB?kxgA zA`Oll(L?{`9S-xNJ0@i@=DStIl~l&>B?co-P28>s!E+1=Ub9#r?SxtJaOAc-cT0!`GxnHg4r_cyULf-h-llp4E&J#<>{%Ap@z zw98D{ii5*;GYj|qdsMw*{3~xKZ#z*3m)^XcdPhlFUDULFrrEi6$!|i&(7qR+3&HRc zFaB&d->~x3rkATY?#>0<=IILj2^aPe^FuF7z%`Z8naj;L%^TJJ z1Uy{vs45J=s)(l7<0$nMuy9my*g#M2u>oR;^N`G-O%*Se@wmfXLeRlVJF?jm33U;i?Rd_38%V}Qc6Coq%)pm$)7D# zguGE{C+ypKIKRgCuQQ9j+qy4+_!uO+=k$EolYcVO=i$4mas^Yw;Lve`E~F)HGMaD~ z=6ZF-FNl7ZY`m%&gQGgn%;y%c_h)(am@skqRN-xZ|n!mY%-Bw9&9&6J17Bo)d zD(i^rri06Sx*D<{W-YI^i9GMT1VB`vUz5OoNb9GrfY6HN|r{KR#kATWJ3pWz)O-sg(idEw?@j~ z{Dyr{Mz!^OJ;?mbB&$owEu-;yOnMKY=$2*|`A*?^jHDw=XSlHy(}UmZyp069dYYds zdwMH5<|G95{Q4-b)4|+6a>7hS$B@ipqs(CR=)2v-aRiyrEJ}Bk4bSf_&WgV!NL230 zn3-lv-?U2!i>dlI;v#LfTlJpl$pa;zy7~NJO}0YeEo%0hv;huY`N4SeV>UeZ-UTy{ zokycn?*=5(D66B15Ai{E{aK%-$cZ!gqGm(Y{+LLdl&?h;-aD*4+{6Bs3q0w^z_?w8 zH}T`CKM?C&HIKJhUAPE*PQwCA7(mHP`6Bf%SQm}DYT~cc>M9=HwZ8U6sBG`J-xF7F zh_~D?e(4D+0`vmAHf%y%Q^HYB95b_6#%<5D?La#g4EsvYP zYig2Dn-CB3n8Kua^^KT^doDpM>%LkUTGGYEW%IAR^#y|5qSa^D6G=P|-=?{^iSyV6 z3utQ5Efzk2HGHzP*Ea$~v2fp9QWV`a}Xi?i_%Z|jeOGZt>(2i3U? zfIzIHH>_*g=J@oja(UXghykW;w@47&70X_(1{rfd`tlUrD>&MxO?^rxmIAQdebh(B zxCU*_9)i*p4GF@oK=E9djtfGHM+)6NC= zyl%v>jwCWX@b3E`^hevcVCm4T!y^P43M=kiF$p}C=sxmvQE zOdb8i%#oF!nPJ20)n)W0hM}el2;T9r7gZiplYXi?m6;{NJeM#tV8b=94NRT*bv%1_0!gzt9Cyf-=tG| zPKPn1ZOW2Ftzpz_#oDp#UStiiD_}6cgJGy~v*i^vb~U!8OJ(;&?Ame~?|x(f^fIlV zO=;9(VN~P?__tbc%vs7dwedi#dH)WJhTc+vDx)|95%3+PVB|2${U9Rp@9j5!C&qZa z{~VQF>`7@o8$V>++Tv0P^81#>?SUFlhO0;qA@(?UNXV_s@yY~d|1n$4Ic9qNQ zCZ%l2BolgpQC6Dyy^}KsMP=#&115B-aDc}>GRJ5Y;B6_MQdBrlOBZ3h3^_YUuFBEk zu=y+_ZqA{<+r`r^S&Np&)h#KcwKW?jokgOLly?W)7H%*+HF-uSnFWR~)E*AMwIWDG zb15e4ouf_j-^jlq_?{vos1zW*Ukmbu95vj{AH99)$Reg5;&A%!?m3p{|2l<3VX!g0 zNklJ49GI9D&hXJvFRJ)Ox_iKp^^;1>XXXI)`QwYVjzNv<^zP}&rxe7Cfm$iy!>hr) z%)$b@pPj<#9*(OC?7$bl8HM@%NiO^}A69A1>`vM&s%+pIwcqqzo~Y0_)0laT%H*Ma*@X!KriB^a^O6 zMBh`w^~Dc!=Jndlg9R(KGr#Coym0s-kCAm_i8vlg_0Q4~$Bvh-YflNu=1I94iw2bph5lAh3zg2eN2hM0;`Yi9cX403A2VLkD!pkEO zlX=(uL`kDgy8XSfQ2p?VMEEOf07ZBE8S{gOKUPLf^!=ySp2P!&bQdSQSxRTwGJb z{=37~e_IAL9NyO511D>!OXG>4SaTb%E>2oRwRd6;I5^nbX?yZNDN!$JMOee$$g5M4 z`BgfQ_^Gu;?ED|j+y0N%@3mlTeEeIa^DA=jxW?N3_3(`3#1YEBpo=&QP9Z`Pf*qCp67^y7SawsB0ME<&V_&c8jN1x8|EYnW8=Jn zg5C)#P~^bE!fLg;E<+=x?q5I`=tsJobiwrzAsLV;=#`*3W&I{$ni)=Q?IfZk`vtWy z+{x#~aryt|95KS?hPCql^a6nAky+*(Fzw-%?0O2YkB>l(HZwpw$swVol%)>Y{?vzi z%@zC53r}>JQShcXaBPZk`-pL|<_h}I^Ty~+NxYM?QXD)#fS@VxRDk=jEm?_9c_RLrAoQx~a^;7EbZ(W%wZrhcN0c60no?+aknFOSwY#JR z(U|l3P4!d)hEMWioc^^=Pg7+*8{9vJklO2OhsF%4?>4h;$LTjaMlrDKN5ol1mD7wL zFRJgwn(uz5145cp2ePtQBl~a%XrAoUe{zeiQTph53yQKOCG2&X=_YHe&$qW`ItHc1 zySFjDh+=wi_`-bR^8>5-qvMy|zb!j-XI7CAdgl-oZLQ;F=Po{U<)64+ZDkv@Vl|Tj zA2wYr6A6nl4F|`BT$r|@|iaWMT^SABRs!FAWy)L4hJhx6zv9qSOv z8rVL1QhB%?Plc7NMQL?NgdkD>`xnqMAVXJ1`#otTl^rKm<--tO^S9>wrzpwgC-JSF z>%IKKoSrTiCHaAx^cOZav2Uii?6%TTQ51A9uEA~gCpopT*+X%5V?YpOYinAF+Hz+S zVhZ2;BQZT~<~!>!@K494{6?M96$fY})hKQrqF*@RgjkKM z-rw4%w#19;pb4?!0}2YvciYF+CO>!PS>x&E2pKc~m%egSf# zbOKHWPTwU;K~g3R5g)Od9xW7pj6trV1-vyBG3^)*H02#---Lyu5v_G!?KBcY2hKFj zPw087b7-F_#!Ik)YJDV{Y>Wv zb?t7p&txr!xmnTk18LChwvxtFiTL;5&`Qk4XZO?0vBF?a_j0CGCXX9epqJtHgPQ+ba~#03y;k z{5nBFnJFo+AB2a$O4x2xQt0R@xNO@Fyx_9GkVFN4Yqcfkp7`DRYT3(Wi}gFwfE!_R zla6Fr5|bI7U1dbgWtVo>V*k<0!YQhZKFZ5Ss>a?9bgSzs5H<&^a~$&~g^r9qGj{3X zUxAYs?Yw#6+Nvg^+Lal2F&5e7e@qD7ImDME`@5v7uh1n-u{CN8y-q4s<)Z26skw@w z0wdBAZICSqrEMwBe~?@x$;wZ4HUoM zd#aVns?4tdj6BAg6XX`j-o63Ads*W#5%SiypNwb|i&gz-R0KLN@{9q9=%Be?v7fe| z*8 zp^+GnZcu3uk#3Og?v_SUx?6(_K&}YX(#H1xv^u%bt~_W*H4)-Z#fNE2;2s0q3!VT4KsE}`H1zbn?JZBMt`GPysZSDhTg*d zWVJ2d`x)PJID8a1NSSOrPx06C$tv5ZV3f-PQg;fU9YbEq^t|=8`#Bhbzl-Z6asOMiel}Ez>cvs$nkA^ z+Z;2y#d(o96B^X|F4UP5PF?@|{^xv;AH6H2%LO`^g>D!RY}QQN1cxm@sP$8F{&;*Q zJp!;N-=uVc4Hv@H#Z??<`m}yYHcW+Wv|>&2y<_k>ke8Nw^h!^Z;Z#qd*-@mEc-}ACfL2KBtLXp+XPcZ_@0R|@;bDc z)^w0y2Qo0{x0*!?keT6Es|*tSwL{okq zrtv+_@HwOJR-UDop~u=gmt%+(O2hf2D}U8xVz~gT@vD7VA3hDgHjeB@7pPf zOA14w1qW_gLWU~=88wLkCF&mtgP(fSnNO`>t5Gqo9a1t~#YFro!nzz9AI8BI(}7%^ zoTjWhh=Cg_6ZzLf!0OIdPPU#CKe35J$%hp<8QjdWPY@H; z7MC+~G+m*cx9*2=Y||-F%2yd2E{C;|CBZE}QQZVbAxx+nH0go+KZfg0I;PbPT+&T}!9K9uV=&_AKdAyoQSOEm7(j*V}B zbyh}zJOiXUCkNi8IxjzBG&c;0*@7X}^&N*r0oFh>WobH!75tL!wGp?0aP)?+ESZoi( zJ+*+7I#dh2Pa0DN2lNyRtHyQ2awJqn(^zLIgChPy#Dvk^UQyRBke6ansQdVgE}yy| zbj__sxOp+H91X1Q&6CquGomMXC|D%zXeJP8U=MBWwq&k~<(vA-Jyv($YP~%~)4H*~ zcq%M*$*eCmIu`$In@uN|RI8r8rlR3v2mW7wS>J$H;4op4zii`;M_H5|m)iUNtM@i# zX4^(1s=PWBc-RWW>&e5RLq9xPjK8K?zxF5Ih^ynVpLa8elUFveGHBkO6mj4j0w5`|h^ITK=9z zlYt+|F}{(HIDykmXMw>p)AeV?wo$Wg-!>{QuKRDwIje}4tJ6f3oAyVs9V%a=@XFDo z$@qKsJ`h843A*R(e~pOoyfyF$w((HQ%Qw3|JeTyNEum?8+Kh?qZdhuj-*;l|!L^gz z!Xj;_H3*B=31^a%2*Q5c8_+#IyxLVP$GE`jc*-2X4b6HzZm|v}+K8jARKvG!3`~x8 z@eZIg;8gRh(5g?RZw`<*M`c?0j;$K`AzRd>Yj9!3ZKF>!5Nc$gciFb%EC8qSg_f>x zAobT)$C@#xh#P%GjjV<(cTXOeJxR(xPkVs0{~VCqENfS_`}4=ogA|9iJd(5wRFqQX zYg$cB4fZoXbi$+pa&pbeWzet%bE<~V*$mdKkLFyRABjq{(GP|k&+kk`Eli%C98958 z^5P)}nl_ht><`-m=$#gt+|;~0O~$N6J%g_#(*spwRH@9bUcs0w*kW)a>ZEJ;? zWpbLXS2%BTT&!iIDxLOk)HV=7wxdd+XI})So0ZI|Y^j7kma<{J;S1}%s6s!PyRO1~ zKYm10dbGLgh^nVyud>VW#PCue$6kV$dv8kFn#>C|)D#qYnCC{1 zu_n*y{BcMkW{OAeMM^OkPh;GEad7fD50uKs?jU3?=+8^F_fe#*Me~HC!@^Oh1r|=I zl_hG%sGi)H5TX-d5F(!q!7qSI>lPi9p# zQ(n;R=FiM3Ji1_6=<;>UbWR0I`c1T?h4;JVx1OJe7tYX+JIQ9$HuvWh8cV%LNxv@= z^WmB}Q7Xb6X(-3Q53T-cRHG1UgrAEc*ROhfJ_(PPEhrF32{@+;O5>qX{GVPtor8QP zF(~C`VjB4KM?O~}JUo1KEDG^vl!fAfSr2+xa+Gpp@$B=d+RdBS2khTMqKL%G`9EYQ z*>V|mZDmXf^q?PZhz(CIL=rEFS;aRudkLt0eE?35<>cmGUR}k<#l7JOlAzui$;Lzz ziIj{a7Gc10;il#CX~GzsnCNM370Fc~T3oO($sUH$2SQg&@=uf6x7aO z40wva3Gir7&>;d@C!k187hVde5txiJF86pq)`0NwLZF&qcURO{_!`_oDkS?G{dHjpJ z;A+l^PGVQKrA(9<^BXmdkC2N{rC;xZTmyO$KYQpvx%xS-9F;Y&3XiWql)9f#HFM%bZ@cw+4|x=2t@ty z6EX3L;0mx^?$mn(E`60$_hahzZ0GGE6FDruAbLil@tEL6hyT~O6I#DAN zqiPn~o`Kf%GYUmk9M5NH479%~mJXg-;(ZIOsQ#$bIJLJiwI1%th#$RSMm$JR)f}Sa zVe!-R8#VTj6DlG@u>KdzwYJ0# zENpEiW8^)*rDmQFA&qaTF#IhHx0;N0I_T!)Uy=Z$qV4DlVN7YPBVS~5x++OBH<$6` z=RbQWR4AFy!B=N;O#b~4!FdrueiU35vvX2-bM*>1D-RD}T;pYg)y9IEs;A9a(1M$) zb=CGtUxXT`!$%&Y#06fz*i)|ukHta`&w48TuLPWl))(~8eiSVjt<7qdW=lmqn&YQ= z;0R+x5RW?$`nNe$?jNRpF|hIz{QZI9&0yi}4=AN(Rkn_>%~_2uvA=`HWg=4V_kQ74 z6;I_CDqu|=ZYTV2o4MDOkf+}D12k!8j3}>*-U<;l?*&uv8Nq#86+K(n$OpsP-0`u8 zdK+lEnBlH1a^)*L6R)9)S0D7nrj7=eNEsUgBwjMy@Yx{pzdmCVMfCI=U^`XVTp3;c zX@ripj+@T42%nRsz?WxXUx*P4G%up&d$|{W!%t#$w*zyu6)S ziOZ{nQY@d5=M|c<7%vu0zYnY{Ta#Xr^UdVp;NZ41v~v+VJUW~pWoQWKZtXU+812q3 z4u|(ghOgOxrS{XA`IwEJ!@jr z^lf=F02>0NIF!R9o~GP2#AaP$1}%$BFey_VOAklS4r|M)qyQ^{ZzcpEQXEGz%5NIi zvEHhY`;3j=+Bg~*Xs*PFV%P~$OT}+!R9EcI&*mwG&R;uv>Ten8+dq2X?Ckah{hGRU#A{<|%_cZW0@-*QW(n%C z?8U~9@wHNFtFWLi9Nw-7i)$-R2defX%q<9%ts+jh1hHOai5E`o!zi#f%!y@4E6UTi zSuQP%it%gTKt~JA_%;i|l3!u18+(R`Wr*-LAYhB?yltnpSbya1efkmDF&hgp@7Mel}f{T6ANm zt|vR+RtN9xqAz9%4xob#bgq6n4u*BZ-G$iB#H@OdSNqD&Tvsmr3d?z3_04v(yGb;~ zzLt;o<)Fr2DSc7HMZTg!*_MLXcRg11? zRhMj6>`ds&>CRsNpw%YC zQd7RI4p5-LH1pt{qQn6NB8lZ@x4#6d+xkd&4NC0HZ?ugOUlUfVGGM`DZAJ!K+gdX& z;|G~+xf2g+_RVW=kGY(7c{tv4@|CUAVffooTqfbvnTTURM+b~Q+pEI5Dgx`)w!eyV zd4BN?#K98qaM9w`Qojlh2;&P7k1Ju>KAkH{UXB{Y;i{ic$ZnkFfR)*Oe_1l)^o**M zrD%*J%Hi`ri$O%;GCCj-BN|@SKj^$)xGP;-qR#sY`w5}ABBCW`Ux3H!s3(h6Kh-`O zb`hyhfP=E#1Lv(EY5n_&X`Y8V2~2O^^Cvrf0z#iG1YLERM0rT8q=y|hcQ&^Z0(0{H z6B)={Y|z`}->r-FY>1C<^TGT$Wu*D&l0s@qBHR9+S>D948elP%p+MyQ44+V72TqPP zSs1m>OuwQP-qn3cb)?`C!B`c zh#cJ(i)e*x)B=9$xv_)IQTf_~PnISvh0444p_rYx-}ZJa?~FYLUvq(ovWfXeFBX&3 z`1q^t!k--E=bUQ?zjL!fs|g zZ#P)%40&EfkMEE=Q=K}mzIw0v_URM4uz>L$FD+5?DW5!!3_2<4kXZsjgVPl#pPla< zu_j$Naxc_ss`iaRpoChlv-|#^?~Dt%ZydR;gik8-#0s1rIc{gWf5M`#9fncwe8XU1 z=%rX9*q(A95*qGQmhC8QJ1l3ON2*A<@3#b zF-oe&>uT3i2@5`p*iIc8KD_>V=u9>--(!w>Efe}vs&{wax9r27Y!T*&2LD>nYOwoQ z;qVB#4O{T}RCYAQziTWYI*JWKDJ-(;wf4-Er$H7BrBLW)2ah8jS(^v0`_Ttly2ccn zrt+DM(#8oKg}9#^?NPwCj8ylxJ6M7)r{1l7kTuZ%FwniX4W@!7t*RfT=^2NR3tZ>Z zLN!N6feYDqLp6AdC@%P@jiFGWN$N5VQ+U6Pu_aGw`sGgvOVPzzR5?cKQ4IZUHZdB^RLx?NM1R|WP?Smr1L*uyB*iEbiO_s_!4RcdWu_-_5F!>@ zh2vV0^yyG`(oghAis1t_WtcjF7h-WCkS|a|M`l?G`QtXpWL)SZfk-hLsVGWEv;Q~M zF4zyj#KjhFclA@SA<^H3r~URe((9rtbnI~#zu0Z{hz#He`>|536hX<%RJ~S8Ebmp=d2t9)JV{s;k z=XRwbKWQZnUZ#AH4y&s((Nzec$+H-2oeT_MUC{F{877@f4ybK<(^oc>cTAFxsMVFSnBuHYyCrBqL9)h z0toE`Z1?4*Wvq?mLs`PO1^h$PYbE90-*s)wXl0RDF;cUcIAG093&sd>RcxW3&li0` z;M13l_ka6LWDx{U9zZt3791C2rcN0RR3h*=8z*GKm5gbPSiLrzs&Tv4Fhx7wLgb%O z17$=>{YOMd51lSNMA@dX5GMP8Coiovvag6u7-J3D5oGx9)e2o2I?R0fiLWpS)xs7`EV+Vem*%SAv(UWj7O8j&QC;_NS|v!ekJ4+$`OU zf56F0YWr$DvG@tlpgvmZyS$jmSVs^Z~8utXV z%9#VRjMeJK=_r1|;QshGdSx}GzF)H{v@cs|XlU?pamTy_9F7nEw#`&qZ*Ons=b>;} z&ntu4HbdStT)hwJw%_Rvp_Rs3@lq77Rd}sOj z*VpIVfZ(!?ylZxvA%|9%b*-+k79T5)m=`Ye_GoH*WefF+;|)W9>5|KZ8)IJX7u>@Na!%mV+ z@zdeHXZaXrIwK<^<%88WBmy}%u9VoyFOr(;Q-8Ae%6HY-miOlJX=-}0R?X;A+OnKq za+t_Z2bULd-fUOGIpp7cwI0ihYHlv`)W1-hC;}j9zjElD2kI#_H9h5mt&&PeNzF9I zTI4NgtB^i_vF%T$w7N}B3e+{^SiTyl*OnKAf!rEBb&!M2k*t-kb^8|Q3tdsK6ZyAA z0fo|hpQI*fL$c?~G|dHwyJ}OF6sCG@^;??PQv1{btI6IEJmcs*VcaV$BbuCexSGoYGg8*s87w~k~^$`t_04U zC|D`Ln@a)3DTO+7?CP~PCP6cbvflR5WMr@R#ZMz0O%i==q|}I;G3T*WH#S&P(|dg~ z-s{)fiub@l9YaI?QPxd`*aWy2x;dB#?I~>P{K;uLj}ox?XW`Y|J=* zCsMnqZ%bO<-{X%WI8rk5qNFQ6B}_5B)`A-8Z(R51%%GtZ6K_uYbPT$7HovL1nLeIO zypB8+aPquxWT#9y6?h%3yd%ix*tJPv+}ira16gomhbCDTkaMKspp8*oaw4|M>C!<6 zec^?qfmKg^5u8cLvDg@2}1K(U;5BPuT5o+5>BVC&Deo*!t4+*d0 zecoE>IPy<`{ETp^(OFT=e@Ov}gD;qGT<&;I<<0Ioq8fE3VPmE+>15!>tf;Dy%l%A| zS4aDn_jW+mE?rY+SS9JZUszqdiRbU*Elhw)u$B4Ui9O_2)tWfv+PG#Z^yIW8LA!_- ztN%$2H)7&-wzVf$>3Qlj|J>-Wz<{!2tC=_#90i+8DN4WWb@keiz+@D_4lsTUY?;S_ z{h_rO+HF>%f3(qgBc#U&Dp}O+>2bUql&Y=>Y49to2VQpJw6^;({^TIXp7Ur}5yO9G z?zmjjkK0y%uWwhA=Q4MA>N@<6(#-eeyY@x|S`bho&p31~F_C%?(hN3%I%P!g#Gkv; zJu7=o9>d@5jd8s_=k2Wt<&n8ylPxjk3L(rk(>{IZqF8$aTyX?IB2dKx)=$RIH5UO@)3l^B?lW{Iw z3KKj|ZiP`FEKo?LD6gm}Y8ujLYfNj3qH`Nv);BVYMQq{%lWz{&ea*E`<))WtTp@Lzj+`L&9mAgo;Z&ank+T2zjxS-aR zYLoa&{OX@2q`jMjGBfC^wQaJje7iJfEnC5-an(K0GV#UR#ee^`kqV5AHLlqnIb(O3 zko|OvO%rFi=q>j%qVuluF z0EqGIIY~pp7-+2?QG%9OOiMw1? z!_4(FW}g@QU9ifnO|^yPHx4`pbrYONZwgGK#hb!Y|`G(^svTVH#C-4&MbsT;?GZd)Lq+)vvfe4ad^V23l zDW@Itiiy+=OV0fomil}UTGh!rwXbQ5Z4)qLaR4+Lmm35gob;>6%DA!H!|p*Q?>`}n z+?y|tz)dTQ^InF#=t7k#=o(|o1d6%a)CYCPJBKIRh9^Zi5n6rng|8o_dpPC(tbYfE z{x6uKDPW2tF(0TEtOC>?Zra%J8yYTqS!-gVAM87K%7tT~W{*C{eud=I#m~aJoUnT( zaq!dLRkK0$O!Q9Xwy%%|5PIl}D|Z>_#7dccm9n%%gf*t1q;!0G%E88_Wd0&dVl-Qh z9M9(fmNWZ&Xo%9wYt>Iea!CVxsjJg+NTOWxVH9Ca5z%u&HR8Ibuz?u zYX{rsv7q*6j@{{rH3&JmijqAXqj&m4CM?9h*yw@i2 z&0*KvJR+GCQTEb!{1+Pf)LRJTtVQnUpHFL;vYJAveZ{9sfCG@5bp3|o*qHgH7KM1% z%AuU2Lp~e-SQOqY%G%|1HU4gShEuFUg0bG&hBBrVjfPf!yyy6dXyJ1s3Pg{F+F8Et z1b=;b&x#HoPtx>QDj9@iITkvNs|&vYQZE zhgK;qb8c>NCIw)$qwe$aX^$USt-*MS#EG_C>9*-15UoW@K6zd?(U?I*(lid=ncg)u zCF^MEEet6^ijG5Bmq4gOK?fGCO00?LxUezlLx>(0we!cv1FDT`A-{8*+)uf0x2Oin zrhe!Nqc}c=eC|KM5y%;CntaKpL;}=UTC(qp!ckY18s;V&X?-%`sFLzTB2Jx=Zi=a-46>_GndK1ek;G>49{`Nn)o$a z@2GQ~rS$GUTf4o+hd9B#c30Ip``er;0kf9(Rmt88d0EeW+9!=lz>Qf~CvZ8jFP3`q zy<#TarHcOh6`aIyMJU5l6_h&yauG6{*c>fj`u z5~dF9GCU-*`kTje{XO(gU9Mz1R+%rw%*csEv?A8c1(f6G0wuJ{JN4Oc$O_!TyvnN) zJ(%c+sh{pf&9JV|*Jn7&GG*Dfi~EeqrkYf-HUvtEE#*_4OwthD6cI35LxeKzdr=Xq z(fizypPVn{F=gEk?4uP2?X6%OSs8?Ro*F49TlK}?IKE)lT4t_cxN5OX-orb$`p%Go z;&+%-!~ivOHH-cJ27Bg_DD#mOR#O)Xep1Q$9Ql<0yz;Sj~%itk*!_g zS>@`pgv*)By|qVHb2>4jE;#0x??IULht{Z}u4a4o^HI=!x%yu=a~Ntaqw(u1m+_a( zLLaorOt9UUjqGDQ$X~3YHB(dax~(T1pEtwdLh~(sYG;2++jC!iRU1LPo-m{mgxu}6 zmn?+5cf*9m>t$FV#G0MaL_@vc#hLnmP--Zvp7MKyYDYO- z8Y8iJE#8&IeL=&*jW!8vzi)w4tm)@`v~^ub;|4zZN3s($tw+!E^y1@zlDIa$J$l;S zNLkYc$(kQT!^LB+sK?N3WAQzEOWk_jC(y z{2A>#w|O`Oy^4S4=qWa=tobi1pJCP@|u4 zfhwttD!(UK0?uTwuw!m!p1#1m+h13=YOn^vH6!{;vCvsoauRxRTbjOx!}q0+^N4K- zPn!u7N#BC=aBYtW=FB@xt<~{5g?C@&q@huMf*xDV$#rkR#^*nQ6>?sg2TB?CACXl(PRr^hhnfm1wRF1Y4Xn{MDlRTJ zZv(>cXT~n~B#(D>bF(TkyZGyu%DdWG5F%z{Q;`1g!4cpwkP1}qwh8~=Oo@N@LK%P` zPrHGQwsvA_YN}#7`@6W8J~^2uC-!8ark0ikqqOKH6obd%HQJf}&x50gDXY0dx|@^f zg~12&jE;`FdwBHs^+gh8-s^cl0cAXN<_F#3{-tsROl;i1Fni60QKsB zpL$Z1=I>X+=eX!yupAZR&J~?Izf;^kH9>w$_dM#O1wrW9)V_hrLOsYQC1Siocb5)1 zdk&fUip1k&&aR@thRC|iLeU?YHrsYi6FY%u>VjqRN%>=XNe>`;ICt;wSmnVJCli>% zZ_MtmJRxOLP5E{*B?Udp60A2w73dS3Y0dKzJq7Ml1-MU&NVOM7Cy7D5u%~oSov#MQ zi20p8wW+b}oe-M57N%>*{f|A{?tCqHv+yQ0c9=S4LzK|#1+%YuB@m=gGRk@5v%r5|X2zi}2tXi?@4ljD@_8EWad~}gq?3*s!21t8>4DF} z{XPXmB--TICS-{xqtB^9AXUG_9Dmv;X=lMCrYdfvV~QBp%{kv*@VUf+z-nPUKVYMK z^-kifvHAZl=e6j=0!}I!v#&ZV%m{MJ7Qpb>?w&Sh0|uJE zi3;o%JSd6Lgqfw<_M2JeRDHxl$S+N9RLng44TB#cA5c}!?}LmR;GptGdku5rz69ri zCUU<-0M}I!0d*1NvHz84^zT;Bf9W@hzx3FQjg4JgT<#K;K$*YQ^>w>iIz*PDwst{l zznTl`)2B}#h*-tR8q-^%Cm|(u;h&!@HI$N++-e|$T&SVfT1ff&`=dR$KV|9e-jJQ0ote3s$YTd!Pe2U= zVmlVQxZa;|emp3IJQ}0HkR%2!gA0+$kFk3Ex~%a+L{^e zesyAoiHYgvhWHTiIw~fH?U~Z5#_jEGZwzxxAwLC0sz$lV@TN=x=fg*jdUkOkqe>|I z)6d$z5xf-vEj$B`j*l~?WRv+fmzSxM1noEEn>}wLo97@QVb@d_H8nN!jc!_+nmy4U z&CI|#!>ygEau8kYXmD{=Z)|Lon+{q{m94h=qJgmlfBzm`<$igznxl}8LBf4-@K-bt z%IdVIy=gmD9zaV?Z8V(mp)AVH+4%)NKJs!sMJ}12$Nl0{D49UykIzYcbHmsD03mi-wR*gIVA0%@)WtPWes z92}LPs=V1q77sT!0TIzaiV$oXRPrb{3kw)YT_< zXR1M4+6I^7Dyun7j~h%f{_dWh@P1b}xA$UVbIo4OH8tGq>=jDcvOzQNAkO(;oZz*t z=X*)X$;pwC)Of+w)(e6reFS1~Qb@zH0REz{pP#FX3n2l4L~#b=n>YFdYgeb+NxTl> zm6x}O{ldb+q{KuKQBmWVX)+#L&?=i#nVFfd>VuN?W5Fy{Sj|mOO}XsN)?x=jKO{W)(``fGr*P`@3}BKx zOJv@||Ctk|65%ueIXf#W>rAN5Y2Wj2t8cP^8@7Uhfx-Gf6207YeqD%~g8w_k_n~C) zu{_++uI-uX;sRN`&T7cdQ1^-X8k=-*?{RTc8$;>A!NCjV&mr?p54`s08_T@fJ3C!n zU9ILDYFk`YO~IOoW6^K@PRa+YpM->@>0$}3^#TtP<(^T0R;X3&dGXgj7@ry3%G%0` z_}fY3d{@+hqHm=ytcLg5(X1_lssOIq3kX+FLZTfXJo7Zl$xHN z2KMl*ZMN2q2IweNYoOE8?5y_Y$?Xl|=K7kz?`|Qk{Eo;(0~Z7KzU}5s@vCcdd9E^3 zx5?dQtuO9u7qll6YxJUcM|Ivr<;=y!H5FKwuU6cYojI#OyYgL)!fvHI>xmX$kwfmc^oH@r3Ob$!_N^&wiudkDe8 z{da3r;DSuBCVq?Yf~6$`fTQQk4?eD}U~*D90DD;LPv|u%)~;1llB!LY?$Z0hpo{ldbOTi%#^_tcC+D;Y`OIGbO8Z@C(Bw8 z<)g#BX(;>0KR<=NAHf0EO;?zerCP2sfeXH{0~Ig-8I{828;}Y;yg4~J*^IoczZ;L+ z;ZjFm92gawToP}k^+J=yM3IU$)$_+!XS>@wJMLhtAQ$wT^*wnSWUdY$HTBB*f>(?z zun!(a#=<+343a#seV_V+PuI6^vBld9d2&o6j$qU3AI4XMA$cHC7+7e^;#Z66#Q?C21qeIdCY5K;de67bl&AD~IebICE# zYyN-Cr~h&N0J&SefI%+Ua1>4^;M(0-yDHihl;eH=47=QMS972q*y9^Fc7FZ_SA{-c z#f(~2-6pFTQg$1EDBiz+PZr7rnlyo)*_*9km7H&mbb&x?aFCgqS?*23)1OA<2*4{^ zOtxyDe@0&!ufD^2m0%-+H2?(h@$tZT^5zv)%@jZQh@^&u$Vf{|+t}E|FzEp6SG!aQ zlTf}51#AU4aQQQNNy(tpRDDlR&nR3#5vG3s{=j>4acGEw;tg;B>~_k;v1WQ9Z=bap znVMRdnI#E%B@eEjZ;e?17VxYM_z^rtP0-iy$%C)JF*9nEL0uA_{p2SClOZNf z=QpBCsGhTmT@| zRBE9z2tHF%QtWy8`Q5KC4x#pd7y-}(ZP>udL?94%{6be(7nn`VSYCnP1F@*TujYj$ zzJVD4*qN2}I;K~r&OUeN4?hb_32@jCA3jv6+6M3(7#LWlQQJ10k(~{A4?xSg_I9I# z#TKXi`6$P>)>ebXUtfrbh=$EI$d6tvH@W3qV;^WF+8U!1W5hd=9!(R+x_k5m^bO7z>rzmsh4?C=AW z7EFN!Gs{7cV*hC~i-u~3U%if20+W+<0mabJhy&{p&>abh?r(%_8KJ%nTE93C1n8%h)V z@FB2*7^us|&9^;+gXEyrYV2D>bJsb@?XuvR4gxSeD=VwJNx3*kRm8vVzGL1H1VVxN zkr6gtUd^kHaWM5A!T4nglz<`VHaH(9!yX!ql6jS^kT8>LQ> z&!KY&s|aEab7cTD;H=8~Zv?_nz}Y>{cH&M_fp`RfOx27zOd4XIuI%xarICWxj0&XYfXE?-*; ztir%x34|vgj=~`2RZf_+_5Yc}+5naDZr850&CJOO2#}PLGBhx_wY65Az|QC zm}v5F+q455J=3WbL?2Reqi>%9XO4xBkI%+d4rt0|lm&>HhWSQ}n6zvD)Hzs~ny!OB zy^^4tkBEcAsgKVCKm7qfJ8lx|l%s-oGU!sgQ@E^kS7SsRvskF9+krukj@ko9E0-b| z#l-J*+u-l-@9Qh3r}vVn%sX`MeVqmH>ccH9Eq#5Kz|(+`Lv>yRf(L?r;3pV-?vio- oKj!h=$*}*`+@Jq{{>=&UsU$@V2PZovm~6-gFGPV$nrOS9LwluKU{e-uzIIlfc3t!T;H(8vvfHqCExw za(VQ{82p9q@I})Z0I<6rf1dQ(7n%S71t9tPlZr>$!IG3CLl z;VdaZnNhaGA?pEvC#EQ4Q&Aztj46W&Dbc|!`xy`r=YrYu#&{dnd(99Yg~c~;bnbVG zx_vNrlXh-;Yh!K>S3(N}f?kNA{UF#YUw-oV?%rp1^`!_JC3_GS8D-E5T+#o(7pZSb z+yU~JU#i+)($MgphK7celoYqh$k@0R zJR~=_WS`gRT5wTOQB@TOy5`u}n46oMlamv*iI|v}<9iaPjLEkzR~fv(d+-I*@S6l0 zWzgRjJRbiaEZUbg=-3^95Xv*nwQ%YGl}@6`tVY$Hp2km2M;Df+s-j}DZNb7MpVP0v z{ifK^aC>iB(37aNWaM|hLY^s2xXk5pi!X~4iT>Y9Cfm5&wYBBx)_&K&3YL6QL*&uQ z_-y*W%UIY-K2MFSxBBubtxm^VC-l)PJ@b<(z4(kKB`sZhyr`$AD%tYSo~SSxw>REZcG_+!%X-hBo9~B!J2ftTDieyY&5e5#vjpd_8X#Wy)#2;k zKt?&KwQ9myI`z8~iA>0^#v-e}B`s}5y#0t(*I2K6TDuX^(U#zpJ_i9(+I~oBovtMnjdi6=RrgphivC2PNr=Q z8$$}R$6@FqjC>>rKseD(NUU#W0mJaTL3%x*%Q)gV>Bol-Y* zu^dsU2y2Tdmq4q1JG-h)gCBOe`tKWiPOlC6ECxU$v-K-|fs=!yrnc5P!FK+jUBJR! zPR`A_%IM)o|M2i~i)9JyPdD(+X2&7qm-uQO3+ffJf60#)*XouQ!M$Z;2~>%PBjivL z8Clt>iC3H5tN`Yl@l=ZMA$CK<{dH9pT6HFQ7Q~3HlgibHdlXVWm#09}d%nmwLI<5W za3na+gPMV%p{e1iuUo^|`qFE>*Vu;wj5aUAx(E7X5EHJGYsgFh#isN?+qY(L2)rTm z^N*`li?2Es_C-1&; zu-G1w33<63EjIFL>bK<%4Ac>FS~2@8s;WkaWSN+mOhXhE6yOZO=$eeCFJnk-KN%y0T zjSM(P=pr)-Jk{(|R4y+L@wXCyk9m{x!@`wpMJkN#%}5=YWk-O+(Vty$p2F_Yqoc(f zAm87|OR# zSqd@2{`mCgX{(-B7mdj01l)9kLzg3Kf#deuD0e(%>!%)F2!~S5^~G+!gGDi5wvKAl z_U}oDt@iEZVfpXh6e5e;8@b%p>Sda>YVBWRyL4C+mHYV!+{Al7PK-~h=!tn9f2DXC z_@T!i2q2DrIgr9pC8fe56hElW#-nu1?b?$3!!uLw{&QbUd^|Tdd%FuaGxHtvGF4se zhE-8bjs4xbVol@U_J7w;adCxD3CM*#(SY4ueWJO8>#>a9ZzDs=iu=c@QEza7I-aS> zh`JO^jNq6U#_QQaaCk$&;mr>Y@4WDEOdu*g{=P0mD$mT!wAO+?vNx5(cHFDI79T%B znO3&6ehWIM?0&TT@6_XPzV;PM-beu1;Sh@&v+j~Y=YqRE&@tObeRb?ULe@S$J$|ak zfhawhxyZ}Qd)m>4)Vw{cQ(?aSiC@>OrNGibGN-RIdjd)BlzEltf` zZreqAoEcoR{<%@rz}-P zVg-%bqY?X*4kM6z?p(Nj6Bk1kqT7Mr7Sh>9F5+#&Qd4}L_}hK8F4$Jcj~n1Ia!A-zpPVBlN8 z=IpsnyW0eHc@bM?DwL$V9)K4+{)szwFa z>8OY?xUEhp9nF9gV`A4^8XD>?=CnGy^;5PpwM$uFtS%!(Xz7_ zMPvsSgw>|X!NY?R(9qz1*S)w%5=eoGg{4h@v{Cd*$lG06Mdg}q>o9p@dmo#eSJjelpy5Xj@LL*&O?yb(tRyd~D5<4&yFUXJ zx7y1qFTer5p<@4ID=sbspYa7#?ous5nr9DP?dv^qFL>5c51WySiyKDB+UnlbbG&=k zM1B(|l4rA2Dft_cD4iL1oi;A0XQc7xP;4m-xJE7JdECw^`5q@rU&>fmB{QA@4Jhp_Du({Qie*V6JjBoa2P zR#BZy<9D4~JsxCbo3SpaH#@|Tl$6X=-G5@RC-b;}@~bIhkMn768ZjC^K0ZULHqCeD zk|)vkb?MM)W_|gbvAg;*)Bu_=wWl2ye0or&tzF}P_*-guc~AyUI*7(zYWg|%_0HEP zzNk!n&waDrrpq1AcW*))M}Pg2<8YZf{PaXEq0W|@5O`-?Mo=B@xz{J}Z9@^{XAXv% z5`p^T%Y#i0_hoQ&KuRH*pM}@UBOCA)_4FQIeKRsfJPBxpTj>@Z-G*wVB@S5~u37W~bBsQgN6S6%a+r*(uzn>TS3!)5ijCy-*b0 zbFBRYWG9xwd=}lK2J6zF=&;t?YWK8iN8;hd1FJnlTER(=5WaUR@*=(XOOH+6EgWW=t=3)fyj3QU2=onfiyuY~yBY^Dc?@>6#<$10H|H8Wxb`MHiwT_*0i zr@F?Xb0LxwLL`Th11W;BEzCiqY@y|=-9sr;A3%|}VN$BMX>28;G+m6hVOpxQWo#s) zH2sri!<0q;z}V=s628bzVwd{KT1d?iHjwM86I1D-BtZ?OSpFWEP6n=&UZsU#};EeHbQf~KaXs;Vk(RZMIwD9~Ty z;Ys#Mefe^I@=r9C$M#F#?e(d#lT($&1RFXNJNww&TyhWvHIdCpJGXZA@KQ5~F@+Gw zMZ}-|VbbR4C{-1mq^RruvEd&9|j!s%kOw6xe*yx&-m6cjrS}7?h)F!PSr++3VRWvn|gCILQ76Jmz zTTr`27cj(8=Tb!f`#*y)Kc#;*UDT;fhzoRJy?YI@Qs z}=jIj)>qg2n8!mtP|*%@0sKF{g*+SaI4NU=@v(D4{a&K`%7 zhWJIPu_|$yHzya}IeZf>oAZ6PbDO-QrTaOll~1|#$Cbg5Y9^;iuN4%~MF(s3Bmf`4 zzYCb&_o62blJaG>$Gx`g+B@7$*2fM#BK=S|v&|bUyLeW?zT|XPrOv$gv0%^!Q-|FK zA}u2GsWo0g{?Pjsc!)b+a&dX0lY`A1&Dhq3z5&~XbzT#d8Mr!fZ&rRh@fI0hqxoM4 z9BIylCDePmVUmm!dGvI(5iWfR`D1Umz04=YuVrRTMe6R8kmDX z%Xj@T$+-P{Fo5fr3|t={btkL9uX?3);sP)@D)~x!Y9@=r3LP6+0~YCevkeF#gGs2r zY(@r#4J@XKLQ~{2aE_LIN0(XXfZsXa&i@j2We7H}6!fm9a5rP$h6Z7naaTQrLL*9{ z5$z)uyq0aLfoXq!VM$m|lYAgm>0yizL=5!&c?n#&Mih8QdLed8gNq_69MQ5?@H4XQ z0T~1$BPPIe^%{{KC!z4?+7Raf#13Ge?O-w zDRDipZP9|@l7;cWWME+>AaJ>3pl(fmBpeQ+m48GzS*T`g3wmIKm$Cy%TO)jxKUA6B zd=Eq+3GZzjwlm}=0pJ~1O|#41KMOh!a8?iuEWp_7kM#K(?geYF*xT-5H1SfK?(V=F zo(@ugRabZ^4GiYTD4<&A@;S-W{E?>>zBltLwZ0tW7*W(Fj5wMC+R}v@r|z{{S9up+ z-L-8GprX=km91{dM1ekTk}dN;BWplvIGD*?=75{jJIRVjlANE2T5B=sWkx70EtTC< zQ4~3yBt4S60S)lRM*fw`;REYrX>EojCMsJD^qB5c(S~fj*0T^RMsg6i=s&vq>4Neh3y^x_v6Bx7UPeC2<-I~WQ?-CRmL zSG^EvC$>2$B?bYf)?qxqqxNu!xwS_gufa7+8;4UljOMu-FWp;CCM3XQw`yftp=c6v z07>C?Bwq#sqQCaX3LIybwT~O^FzXBG7h11;cKA0?ggWN#A(&C;)||hxzmZiEA0IzK z@GJHGM0`IpUmHT{)p1gM`V)YIyZ5UI$oE!-AB33j01>%^jJ-yK{ibg&P0&ftqasU5 z*_A0XuiG<2B`2TNrl=-f*>fFw21-5~pTvoOl<-Itxg@?fKvJH}_!SoA=cnLR%!Vb( zgF#w8Q+SIXdhZ#xI<{06(#-hGKZ8b#e9-hC^s zVd+(7*XZP~#jy^ImIgU~0+ot}nmPfJUgrs8tfyS3e{H3W#qxh&(A3;>I+O-Cv_KdS0 znHC2(sDz5xa`+NHyl1NPDR z>_Vr`m)=d9`ke36Fq#qis4!3w~N&z?^ayqg33(J{;MH+o_ZsF)vRh;kf@bL4eWfw=x=J5`2 zoK@S$rp7Ix$~BpfRoS#eC=T54psp zM&XX)R$FaZ6acEVp{mt`DfH%p>DmEOs5{nO_5MLo*v7_d9(!2cSgtzj6iaxLQ3}_rsL$@1e8c{aL(&h_5Aixw-i=X-jbt(2S~$oud16cq)s2g&vr9 zd{aY)rt!|027u~rsjBq|R?)R&!N)BxSV?tq8(V!MQFHRGQ zhQ>-&OG4-6pXgy`w_6*&SVI24-C>}V{D0Oq*vZ?slt^TsF~nyAS9Db zEZZj5{fzHf&ObQYaUrr(YI)u>q|1R$-!VG*0nbNFQZkQ$c+6}^kKfV0C;L>|*Zk$P zto&lfyAIRm&cr~2FI#rY8tOVenb&coBkSPIFeO@cYw~5p^AV!*cBj3{l2B;{hmWdw z>dNVkmy^cG$TZ+Sh+fU1xU>`l^C?Ax&BH>pD}?h1%1ScVifh+Z-Z%MUHP^y zS&%|W2$;O!_iV_((K*d)8L2;Jyf!P|e+OGL%=VwbikFJOj4W$@IA8FQNZe!gUifva zZ}y#pvcvUz^L~_;K-!zsl}dHjgfQpK$nu~Els9d|q`G>-awW|l9#q?uSG3l7e4@PN zL`r>sD;2#o-zN+W0Yh|2!G00qtRM?@{7)8g2Q0=w4PfH7s6W2+1ZWlzK`{JxY@cgcxAt0p;kJ@B z)#w+0%@XN+<&4xTB>Nayn1=df*jS8X{=+1hnfe-W@*-+}pX@9xHRX=fK_WV9Q&Uqh zGn+ckyA{^mnyHBsDay^I#;sCPQkt)^%qc6A6HzlV$_7(u|FKcXh5eud10W^A9WAT7 zySqWhX5i5&x_r3zHa9oN4UDp==tN9ozM1~D)%pdE(KuepDV}tw34|gYC3?Ek{^3aw zidq5>%56DVWDX?zZc}3QRCG+NEW||Ansl6yQ;mOHi;E;=yR=xUr+oeT1YOh7(NRiD zil3jK+N7ws*vit<(#k3(iUxEWtgNJlW6}B3?aa+3z&GFvS1GFRF-jJy#?zDqoU%7AF}F!4YBgxA zi2`Qg^0BN+J?S)|vMwgony%JTQeh~+YIz*<3HcQd;l+B*&Skp`^0Lx9LIZzuQ-dts zi?TA@F6|Jh!nCem28*{nh_&>UJKAVyml&Q33yJS>s~q#>P4hJB99=gGEx_V9_9=Jy z8y_4k{`LqxCqWrZh2^^umEB$+_cb9C&J}$VT&O>$GF;ZqhG~40?{^fjC8xZAclDcT z(ST=XC+^Q6nQ|O+NT{j*D|1P}$*CMR7W~w7H<0LGr*(C{(Q za5V1n=^~03W1oMfPHt69^>$KbtnY|dn7r;h0Rg$P&Y5p&Yzu0O&$-3f8+%Q{Mxow2 z@u5Ah%kQi2x&GS27Go2yFpswl?M%E^;}GGhUB=~!qZSt_-0NFzgG^Apcb-V;wACyg z-PfM1Y*ZL24ZdK=3IIdaPcNs~A=Y+}t;&dCDj+VgT2AkMQgnRrP~qiMc3$BH=wGX& zxcH&)1?RtrzT_oO#ILlQq@op4)833z<~kjauQEd(<3y%i@(QNJ@Pi` zdU|m--)ydJ{h_yOk8e3-dS-BPw0H~ZRIS$3U#~dZvR3$U?%@@<)@_?$dY(3Q$m{gB zbM%98!q7YhV9LA|?YvO!%*kaPE=o15|J-et%VK}v6|icsDd@XdVO|OIevehwcwgSQ z`_1cD$_G1SAlF|O9cv{%CHi;4{W_f_s9v7RkJU>JNELs(Z8&Wf0O%Qtfq?9mRg*Yq z6)uwQ`dwh!1{?a&59^Y$rMb$`Z?4-tgV-c1XZCmd-JH{5Bo`-|)S$?I=Y;R?IN$-| zq}?J`iDqnaJfo;Rr%#8*Lv~dRQLxBOO6pwPVLSXJMk?zJ{20umLu^3ZJ`&x4q#%v;AT))rV|zS6ONWyY zGi9~2dOvO8XVH4XDZwF2I-)H`zq;9;s}SI{n8>l~A>}R}TrE ztahAsv~M*WaU}nbS^%sSe-~+-?FT0(3~p=C+cl-xJ{#h!YvpRj;p9G`@V$_UvT&pd z^*mbeu^YG+iLi*=}Pc3&<#zRXx;5j?vMm4aLtf~QtnLaZ-JAD`wN%2cO5bSjPtx(8^75*&%dY}TJwKgm`Zv?uAVUJsKoKH6u zn9`!hk)E_`^_N~Ozq6aRQa97=|IjWiyCU>oQ`xoIm6d1L^roe#L{1;mlkB{3OO^-! z*RK6{?QNr>h*BG75~`6NpyOfvD@!HuAg{~_8&rt=?sxKnqVm|YfE4xcbF_@AY^$Y# zBwl$iREOvb^E5=lORHsDpXx|{+T8i|1s(l|YHES4K*L_-1IRGN`6+6g?#+(-Zo`%( zW$OlqixjL&}|eL9KTBMxoaSfGE}QAPN5S(!J2jQ?^kniu$+F{*W(YO-yLc~!$T zZBOpFv9zT8<0>JYj``r8y)rN3juI3c;0+nSVUn1!yZ5ubi<$ESEsZm*PFRe!Qj~i3 zSZ;Odm0oRyUh9uC$j0o2lI`}FN+E`EN|lCR^(R;8pSDRS0c zhD3+v%J%U7uYVa?Xka!-TJx6ZzeHPW7WR-nma~FrG=O2n#bEiho-%OcnaXKHqNrXf zk;bkSVfxZ}oJbbQ`&!Au^v`JbTNR!4Qu6vA-uqaoTUw&~v!7do_+ra#rEAp6>JV*+ zdb>Tj2TQGX;sD8n=a5v}$lvWY9dpht8NuoM#|Y5i_TT>+@cfURxq&<{W4ssR9fkkt zbt4Ej#405MPVWzB{QNbO=Ed}7xw)%~&6%*^7ktB(77O6mKPPa123Me;tSp-dS{lh; zAm5XJ@y(#rmjnu^7ng6ntdkJ1n#Bmlo0#>ixRgo7sR z!chT=wH(`eQM&f_rP2Pj=JdP?oO*jJ3-Hrf^>_`BOjZ`}$_v;?cjinh(jZR(=A~6| z)zKvmfmbr?G*5xnPt>S?x?DGdL9AFTs1>F6&>%UkDHa=fdLaNxrH@pEc_|}L+Q4mo^WHvF^5fS!qIn57eMKdOCjkODRI>+8 zz~}_`&-XVz<4`q@EfWhZb-NFO;}RNP%0}wh zqwjyL_^dgb1X%mSR`Ffd*Q5vP^zC7$pA#*(M~B1vNH!uE@2hGr(d|2nGkLo?9G**^cp~+fC8_D`S5fsizNq7Cjd%bK8 z$QMM0xOl8OYI>ipX3CTC^RHwXj)Vp_9z4g|->q89c_}(74zbl+eqLdxbszbe5uXvS z)4BC#Ck5TR_koPIULGScH4Wc>KElj^;ctJYgs%NN`C(N;bA#Bxuf2^A$&Z%&4UAGa61uv+$WFtv{iOdQT^Jde^z9x z^s0h}$@*(#XoT2vGZw9V!-b4o<5Rt3Ls2y~*)U!&jTyf5fET#x9zXRKnbVGp3(ckE zrUQ#MOouWLj7MWMo#}4g)KKkeY~5`d|CUx#ldYzENYMdpr>~&xgk?#ZxB7@^ReCR@R;b>LW)#T|TT)bA}CY(b<1JZ1atQ^y? z?0$NUnbb(~xcy5?{?BG>>+8Z|V=74|GCax}_;iD+N^#W2RfLVWssy|-w5idFiFCGA zg#77p^Cq0QxVZo4ETnFpL+w$+q!v?QD+1oBUN)+Id{7r*UT{_Ju^9?|+#A_-v*D2r zitC7?Q9}aR=AL#BJ%R}gOAFr&1>&p(REz==mwQLbQwjO~6hp%gK;sESU#Cp-CC6t&o$>R=EqkRq z&O=ZuOB_AD-3`|GsN1?|qDY$BUx|b3a@rHsvCS&I(J|`;0#$s%9x|+pf;AKLQbU>I zKj~PHqmq?JW_fDJC{IIThicS_1Gh5Ts?0U?aX3X6M9uHa%LyO$tk5IG5o#TqjuKD@ zAOMfkJ)u$>7E%T`E*>g<_2UmphqnSKf-h~^ypul&h~LQUj`&KNMzV8S8+I@4qwaaEMEF3*bF^ojTG>e^_N7Sk11NH zc4|+Hm=*B!ET`LkE+!}FZ@dD}O)@h3T4yHYT;DLv!N%C1x>~0pKghN7cOd@jI&(OQ z3nA^>-r7PAwf+HHW3ZqDl(M4ShSBg3)ZKA$e!|O*`zUwk57E62$2=TPp~G-lt+C6C zy4esgSE1R+Aa!PC9Ljq4??I=b_IQ0eDQ5gB3)Z)Mh{Trzu&kr>kKHr(3w6X*k$vO0Pc=sl@>+?f+M34#hwF&qAGbwE! zym%XVFo^LDA=cwokr{d^h_pxfznbJY1Ukv)vo z9yx#mpYvk;>fjDjR`t-HdyLJ#ifLfv$jip?01eo*nGQ}xt#(o(BnqT^=eOgKgxIxi ze*P1*r#v#>#OlYjj#}@3uI~m$t0zvDUvd4?U92*5tDp~^Im?G%(V}H%X-5XZGaKug ze>Y5@R`Eg95g*=++Cra>fHv5GQASgf5S_4SPEXQvdint#EAz|5g#q!ajU5_fUuNnj~$5%z-} zmZ>|}b|x6FH9{pJ71M+0))>JB_DXMjKlgq<^JrlgH9IAsd)So)9O?KWW)U%gR^;Zq ze(tCMjVB%umH5hZTpmmH5L->i2FlN?5*44yNVR14dvF#ZQKDEFmv$%fvg(V&-C4r* z#tdgqnSJ3$U9p9+;!xMab>CZg5Z0W@HH5ZaJ)F=6G{CtaZCENyENo-8);bz7u?g{` z3K1bc>%NKMSSxo{+FA&SAYQg#`gaymN*0j=tN*Ie;GG-^_l4<8Do3C7Ul)#pB(U$Ma~TNs|G<55~9;#=SMzMuwKR zdvHozTZ#xz0RuY~p)IR{M?{N0Z_I!r0YGB!rW0R%_6TNDHlID8%wLPAlZmJEEmaqny9w=&bebU;n%CqxG5n_ zSC;&69hL)9XABM?K+bwR3F)KJ05LFXnv^zo#p-g-gr%BpE3xe_WqIWK3+-OwQHK2o zP-1q!KBu#HBImetIw1y(^esxy^T1mY$|Lqz5@DBFx8GNs<=X?+t+}eQM2p_ThQ?GT zD(fA}yp`SbddMf3Bj#({eO8x-a(=iS3Lt7B?&oap?G=lq{>z05TxA$2nb!9CKz}v0 zd1jfT9xM^^_YPjTd9^nbS|B8(LUlyGKQnbNGJ1S18H5EdAi&>7feXF(*T#6qzCB6g zOcQ+DO9DW#ND&|8(-v{9bFEG7c0Arvpa61uSg$FGvJey?FU9bPk^^3DWPkKkloWC# zCCxX{GW?DYM(J)vhTGje?B6os%g%j%AsAim#bg>!o&O-vavbDkFNBM)(7moViFzRzT6>_z$<<6EUVOVb|<|JEJTTki5q6Rl`WV4xa0l}Oik@AOvQ_2Eq*V4NON)1 z6GtxiGdbF1CMzPP;|{BH&(zssLm@rSQYg#`k$c6$ehm@+)G^79r3aOH@tN<@6iOVV zL?a6xpOr}PZ~UOUSonJHh8XoG%)AWcNyn&OZANE{4}5hpUN;Yd`>-~%$Q4MzMclU0 z%=ez;YJSN-nQ(RqO_F=M`u3F6?`8W9U43Z-6p?(=YXl?-J6dFPF1Z!Qj4g zyG+V#C3^;ldQBoAF9A0){Yh66A?}h}{+Pu;OgYow#w=s!$R}9{l)EIIlHA#=cc?pQ9eUXwHzSO}1nCd;^<2l`LLQ;3MD+iJXdF7M1J9*nz_vgMNv8JPh zxqW>D2>Lk6ev*?+U{!bC+_Tj)-Gq{sbRmcuHx6p=Me~z}(i`-oV(N}3y#fO)v4n}Q zNk=VQB&-v^!?Sp{Gy4=xcgCIaUJRLn8JCv*~NsG$}WQ z9VMFg?x1Uv+vD^Ks_hTpbDd z%^pgp-`JhKv)9EQe4T_+g-wb|U-heB>Cc}(IlVLZ=Pq%tejy3TzK!I)&idz7IUv2_ z?{#P}Cp!!2jFqt?dC6LmTN71$-rxTtoFIR0ZZ2}zJcW4fxp!}tvTPahb9bFN&t0)@ zvA1cuubJe< zbE&wdCHhA&e3IwPBaw_4EW!d12(vzn+F^}rM42;0;^~0gVxs8VCB!-OlV@FyP<5xl`#{-QBkT2X|a84ZNBh?AP5u+ zh4|B`zUBtY>rxVFS!hb=3#3HU%;Y!(M8p&oqk|wpK|wg=A8IToLV_TX(oeI>l8><5`y5%KQhNpj9F?0%sua^g+4CUOlefz|SS%48yGH zPZ|(nVw>}$@QfY$8#ngGN;btNKRIUMZ~qsjA|`Ijs$?^%++J*AQ0;R`gSCL@3|~w< ze*Pcm&C-tett`zSnTK}QFg#^lxNNN&3R&F9FE6*A`GM?PFyNm0k(5jH@@An=oRRKk za-KG^H@&*DAS_YEUA|w^nq-bdO?k~Pi@}gwSDh=j`YgcGDaXu1 z{x-y;^bEFD9s0>vY z>;(O!2ujwBGut+Kwa!f^Z2b%8iXBaR$Ln-oa^c?BoX^4eEUT$Mb2Zxd&;1H>XU`B~ zO-%H!-3ERl5GrL+NhDz$b-ince!E zz8M#LfMvf`$ywAV7u;;DL&Qt=mA~>W`!?f=MS7C!oJXhM6=`zXTi5@IIgl(Pwou}r zOjLv7xHLB9e4M2qi)!6X1R0e zI>9p=R7Pja`YFf{Y~s_#64hlAT{`BBXIVI+r7NlMx>fvIWt@0FB5}k@KWw*l8=@0| zab&~UXWj!66OXH2ldT3c6s~K7Is@VJn?n4t?X(4nV-^SJ){TtQ`#=pai02$xUd+%= z$|{2_{k0fR`+kDcT-{ueTglEq-_J8ym-5cW)H!gLWO_dm=hlUUv#ZrhW_ZQUK?dLE zQ1-=V=d~~A4BYt@)ZVw>OLO3CC;?@4T}v(8!^`t)LX_9qSgBnDEHcM)hLa6nnSfPm zzkzP=W)3IZXBp4#M#CCX@zTx?2gy_GoSy~!#F(z#`8J1Kl)|_oZ>0MZgRz``sre4C zU0ix;md#{xJG?$*o=14o5UuBLiAzE?f~|QcmO5uRden!gZ-5SMSG4ykx{LVYC4rZrY)a8Jgnd0FvlQB=8s0Y`b=)Tw1P_UP5qwn6KCtka365ivrScwZa`G|e?mL$W4J7HYZu z-@I}|Y$ns$myw|9XOD^pXW3EPB;;jPAJ>EdFWh)X%@HTg_4V(yE)w&YCLxA}gfE}5 z3BkbKp)H9+xaod$$60beIIU4-f=VeP1Qstgk7g(VgQEq?vZ2-2D=;I#<`NG zJ{=LxNrK8y?h^_yYWY}7S2%h12ZBF8g&%*hi3RLfq>!v!vzi<-xtgZy7HrY^6>ZO# z^=#r#bJBW>1sZesOXK*4bO&XXq}I>01ChN8PCnz6-)nER5=5IG>-E+TN*0R;uqfB3 z51d(;*ffRDm7J@N?tK}zx<~_8E$QoDHCTSm48~RI_x!4B_W>QfnYh8~81$SflZSqY z7GC~AS-G_l;Fk~;>z$u$+&4%(L0Nu#NO9p~XOSMQ zhaj@&)Z+!1<{w{Qzi~A2g=E#mC%3Ktb7cn{Zq0sIEGQ}#n#;W2w2F{4*tsw=I~vZz zNok(Qh4bzf?Z2JUmXEx2a1mZ(@(A|PQw*8Wk`@w&cYQdPv;9)Twbx?def*azE0fyS z*}(MRa%poNrL5_OdP8?DCxy3vu-GPrnBi0WtfSX_bV-SqJBdV=f+}9^=V6gTRj}V+ z0L&nMC_o4l!h`T-4GZ^?KB_NJ-ie9vaWgRN9^BEU?@iiSV*;5I%clh3gh8XI;l|W9 zk?5zPE1{-gNY`KShDJmV88x4@Bq6N|&O!=VwzydK2IyU(5 z>`6x1P*Wj1RENJoi9W8Gtyp*>O*^Tx2=Z>S)^5Pp`+b8V!=y9}=Zv81=-HEwfHD?% zcy90kUv(kuwU?F}SU7j*_-?}ewVS{a=_B?`g-#heo$9>+E{=7qWz^*O8XbpCA4Za% zggpVn`Lru18yD=27H;U^vez9O6=^ePsuEUBDG?)8fI+47O}ld=N#LsD$DQ(59_PEA zd4;;nZlH-(|1N?8O*K!8T=YwSIB_lHFqSv*CakyY2DF8}fdM&0R=pTJ*x7UmpD-7c1n;+3{sYP4&kUAT`pXk}+xDJS4TQ zn%CBRq`Z8?3FugcBo>{>)AqSMxEbJ;56m|#G%l>H)K#z_F6*r@tTsIIlAZYV&J$_y z!6-b|Ycqaw852_jrq$2`PQL~Fh49<07JIYF%PtsjI_~geC;DFOSxKT7340Br1e9j! zG4o8gYc;eb;FSatI@tUPqHIH^(JvSJFxu}_(Gl!{cJB^GSJUw}+8W+H`iiqt;g{f3 zD3iFx{&IbeSXWN`(Pu1{3ct4|15-dxK3;(9%uJ|LFPT8fh*3no~5b&^yHef!2HPz zsWT#CGhO_D-*)*^@>92$&xAQxPyT|qR2*}4OQ^nKstT;mHKPq9dfyo=r`MwDeq&>e zkI8ngCvP;95;`WLxFG*z$)aC$N)A?^J9=~}OAPACGLSWnZv4R>6E4&pX1%|@sg1C# z&wm}MXXC`GaKUV*nH94{2fm`~M_oYV;l(yf*?B}B_Cc9p6g2nnM&#XYXtwyU3a`nX zRIKvDA5+s!nuTU3P>Kf);ePV*@sW8i8zg@ut6}W)N4{ZQYB)SLT1`oP{3Xxe#LUJu z|Gz5S38SSgYY=!aQfUGS*z}T8QW%+-5DhhR**Q6f2L~G)8-6~abkSqBD-E(f?-B?0 z8fm>06l24tMeI)eG6Y>BYISnmsw%(u_K;Zj@Qf~B7w&EcK{{-j;|5yHtFf28?4Jvh zLEL#y@rXOK?(P(@H{DguNR7S0OQcy||DE>!f4p<|(=p@Aryi=*&r}@-+I?h;3r%99 zx{VSC)blx$WpJx7ojhU%w^!fb>Snd`a9L&MN0XF{lBbNVXt5I!M z#&oOKfB1xvg~j(?t5Lh2R+eW%2HZT0SXlMtqvO*JCF2#ISk~L=H~Sowk)a3vvjJ0@ z3lq+_U*zQ4h@nNyw4fJcC)W~9E2}K_xDf@_OFB_yCDqrDi1g(v<2gACIv)pZDuZ+) z+rYchILh_@XXnpbXI?*gM^RA}l*m6Y<;VUvy0-pTm39AhsP-_jdoNHhC>7-$iL{fg$>dNhG1Wh72G6qCN-HM<^P<8e@PSMx`*y|B*hNLk0+BG4v zJ$t0Wy6}24lu3Iee34&3Tz(?|$HK^f{H%+UgWErI#^B-{!$!veWiY6$_tf7Rgo@?- z;d=0I5hQcJKW#hJ&j6ErGt<-dXY1leVGn~9ojLj=-sbfpW>15xi%@A`(iQ(0NuugX@&eRbVgzT*}0d3YYx(s_IFd%SsP({%)glal(` ziK5HKuxhOhZNp4ni8lm#* z!J%z$Uu+nLuC9hXdzfz3{bCX$Sv^=Ky1St7*6{>*AgZZOQzpW%9rn(Y9liVO6=vVM z2;<|-uW4D;{ABE; z0?geoB$6Ku^vS-k_+oAk*Y|5^{+`U@01KH$nA7BUzvif>!&%_Zh8Y1nHrzf?tB4c0 z_ErRTnWkDFblO}a;;6ogPZN(sO=ld5pqbqtYY78j<~cvhIlSp6EdDvqJ!sd8=Eg<5 zA$0W&sF`uU65v0uUAxEL`W76~{9=>*)WqHK|7z{6qoQu#ePMhIR1m})2?8ji04emv&+M5|t zf_mSq5K|S1JukJtsk~aoFGkVTj}Y~lR5b>Jd`yMxt_{wK2~OdR}1;E2X7gE z)2@pKH>{wWXg>#d(W;d$E&5}lCW9#IKz7^&Rs^ma!zBsANcW|z*qazkaPfN;@45rr zw$C~v?3Qy>QqN-|V^p0=Z0B9{h`vXvUi!?x=g#6$cj781i^g)p&?LyyUm-E~ZsI2h zH5%2I8|N#su6C;2E8`$_k6l9xPmg{BOTc1s+`IjSJTBixP5WPxbedsz-3taeCDrju z;f77ZnxxU09ez5RAbI-Fd)_-wuoE4nHmoS=VtvN2FpJKk^Jk_B5?tdahgREr2q)36 zBV*%8lUw0!i)wZZCk`w-pzpz3nLd_t3c=cA9sN=s`}s?aZ@a!UWT!Qz5IwG$ap;LJ zTPG*l+CL6J`V*_Esg?auipMg{S)Q6sAx_`h5TmBak`}vGfT`2qIk7cvLnH* zqHt*j^Al7Y>77WW-O^Y-_mWl*3z4@B!%eYjiBw{$K<@QIZE8VMpQPWK;VK^ zc=WTYK2GwXTK4XB<*M;joQ3Cydaq1OS zdsW+*)(nxnb?AFJ_)$Vlx7CCqq>jej2a(rSwlKi)s>^m z$DxH$S%~rK$pLgVGDs^bSLG^IU-iQ$PyR|<52n_<^Y^z$yR`vSPlF?_Gq+;)=YzXD zgq9@&y-ti-B6*ekQBq!24tx~DXqj;y!YkE>6ff#?!@6dp<$|;sFL7~R5fwGuXTJ&R z0ah(Xpj|sdaP{epVUC%m&?e+{TC-`(;{QaZ>`eSA2yY-psIxr=}-L*tQX;hw$iZ= zrCzGI8=o|Y9zr*fK$gP9YOaYdivHMqd`{5BEu=ESYwtMmE?drLmD73F0`w@1=Hx)Hm8*P+uy}`1?dX<%H*_L;}b^j{HQ(a_b4z>$@KO{T^hQ*wG|@O zhERQaKS4s?u6VzsVr{#Jcv-0V5O)xRa&JgBv{QF}_L0%(+4G4#6t;_*AYR-M*eD4% zeLubKam2dDWdAsAGC~D!lCj6|IwUFEV_v*ml8R{!0}XK>>~5C@Z&d5wb95BR{h_)T zGktwkKpRUlS9o@^+b`X~<%-W3rXypW9mmu&H$=r`zwcZ=(dKizx_s`HAPec@$9uDu z_~vbCElj~6LlT>~Lmi}t@l;4my%BX(Qai4rDPW!BW8jm*y;%=kRakgHF>?KE^wri^ z$;PJAw%f|etf~@fPZmhi=WGR0&N0b)_P*;0dU~51E2UP()+1`scMoP~=5BOd@imTH zQ?N5m)lphrTgWm;5N$pu^Y>W)qlP!>t_p<=J<_~f%W5x}`0b}yD70$S1FDsWBP3}x zJ?DE2IcB^*S?O`qu7`yhsjl@LM;($j@m0y6GR}&ezt~MVLVZigfb40lRA&@!K)X&3 zGt77EOKLo^Deex6C$ePz#~;os#(A7y7G8YiTxZk%$!JR`gzr~40dDfrf0jwawKbDe zk0AYLNuXiN)oPE8A-n-Q%I0Tw)E*wNa_;C&2XNcs-booE0HfNk)gz-s`X}>3W9}Ub5uwMXiZlds-?D|~D2{sT z^ib070JFhO3Z#8UggN3YVR`pT-N&z}UzRRTdtll0vN{vP1%-V>x>za_VbV+Fs90p* zsszbA`i#e6e);Fmrn>s9K6se#m+;j%zyTcw}jYqk-#F0AL*5iWx4a z4X_K z!!heg+f!evAdh$)G{mvr15-1qqjmbp&RNuJoeidJ?z%9Xv%*=oHpPs$hx{?WbUIvj zPT;ka`(voz67-sl&qGQP`&7GU?nkGWlA86YtT-$ z@+81lYjJUL;yh`rG|yXG81)fH7-Stke_x~XVU0VtePl!(OEX@Ol9G~^_NOavSju^# zf2zhs@$7Gxvh6;{nS^ua;3JLF{n8oTYcU7q(GR#N4$xW^=U&;Gh{*`P*Y&>blS+eH zn*|ONweqD}EIh<>3mh1l@oG;ld zKK9x|ga-x^Sf7t?4CN?)`SRu3wQJ9Y{^FPsab2mc9~bXxI?N$!NhvOL?zK0?o}M&J zl}^Gpo>$}Q53SJ33?&s)75$|;^uk4Gzf*bpW9oYf1mJw_5u5tlLcr6Cz}!BD~UuRfpN?e7xK?B@K&U#vFN9(DY&&r6>B^* zNmT>AAe@|>WMpoTAVJ~LfWulB+m2?oQv(zH^-;^5C8b4_csqBW06%XzcysYVdEl4q zP;8S##-9@Hxz4$)s^1?c7BO-nPPvnPecyex1Z<{BNlA@TZ<`Tc!sNJlc$7Mq(xkp` zAMY_)$MK$?PB@mvWvPH>4=TSB1QKYTzucHj-R?0d`wkjlop{uT`nC!r^nd*v$ugs@ z5pUsHO2e^5{Ua_VxT^T#1;0N-7P<1sdv(Fk$syx-{SG}oNuTmYZM$XTVGB9WPd4A; zm(<+$k=`ito*G<;$GPQNIFB2$_~pSybe zKB5s|J6M<01^L(g4WA=+^-PCYCU^uoM! zzb`iq3VRt3Ce1yP!TBsH=BNZMO6=u*kM4F`oG@=vyFcB4w3N$R-EloX#6@Wzn!YBk zW#nIotQ~;DPkAcc;3$_XQPHOUE9nvju+&03_SI?L(n-MT6@Sz|(Nqi6cN{} zs$h?%4DF?GS%Y_VEKdWn3+k8l@QArwogbPbe&S?IT*Uq9ySHh{eQ9=jmi*50l~UVJ zn`r#ZabxK*Bh49>*}3LN`=eSSqExn5$ce^F`J7g!oU#)PUqb0O?&&SrR<1d+rhT5C zh5U>y*B+D{v2M$y9+vak9ZoPjiMh=kGmxIJKQuU>$0(@bapwo+dDm27_lrIOhM{9s zd}d(k{g|ewF_bShA|qgs)O=drt=IU>gx51m-T^NZT$p&c?;Te8<_snU$dhseu5b%P z_dHdQ?G@+qp42U1Da4}K^%i3?etX=V%1+qLHPgTVII{eB|d0CUgCFw1qzAtZxJyY5iVLQ7i z2MgJ;4NMIuPX7RNzNF><9he6vIBE;yizGEcD?u8)%>)f)b^PxI4BTW{^;eKE|NhH4 z(=fH^C0l9!^s!iG}$r-}{S!NcekTqy1rs2B-9Sp6ogKpiSR)KE|vdztuxY?AMmFC6CANh8by9;aJk5IKkg_t_r67|;R$0i3k<+6$0 z{6D+9Bf-6y*0d`W^(NL@k){CN1g;E!Z_oLyM}`%#>A{Xr`w6+$4?D~#?j5c#oY(7# z@XyTi<|xrzHPv1(Ww!p(H`I@m`!ta?MX_IAR=y68RD{+UZk_yj>Q1zxp*!{F#HB+F zZz$7qda&?BM6Rd69k8gJI#Xv&%-VPhJRsL%gMyoXX^M9LaJ~>J8#UJ@@S#$NfdWPt zKO8wr_dYm@A!#C*X>Ck~(w~d*v<-Bdw}f12i}o@zHQtbfh>Nvm3n-8x_S~*%dE&pj z&M%*MjOg7ud{ZZ6zO^R7d3G#$WKG_dIda~$pei*-Yk2KUF8$Dk>M`5T9Vu-_*qx)f zk+bN`Ug)v~;jV})!|Zji!SB5^$0zhAKGr+EudCYMyTHg1814ApL5x^P(`>8WRPOZ2 z?#>&gn>)!<`OM6ba>L>G*o2z00|evIx$5m+f=AV*2$aC)LV4^4WC&x$;n!1K68x$k~?1lOn5PlsRQ3#cmc(>LpG4CjkK5A93Z3>C{h z+YQ2eV2Zy}wlT$h%r~X@uO*ISmR?ivR4w>yoxVfsf`5)*m$JrqYdz%v zxtO50;H)c)bcx@q>->Er;HLK+^g%h79?4w~rtu?b0I3&FJC56~JQJ~V+KoUkD1TMo z-a8<^qs9%n`;|`)!X)f2^r7X+6#dsQUH7tDdBv=UQ@B%a!3Rq0F(-y|UUy%!tNXtq z?uBU;X5Wu<2^BBZ3GYgv`?dY_sQ8TW+{s}iNDqX%ymSkH;uLjK+lCoucNr+8THdrT zL|mQU&-2i&+4V1Olx!5}H}f)u>VaRpp|9*ah**+j_4olrKZ=#f$iAb-kN~YlZPmVP zy!`T5t~2NdyTx$0M6wf;J*xR5>v_lWjS~+AH}4%?+>(ws??y20cf(25XMJi`+D+8b zNrrVp{C(!a!pA@t54Q2n)k}!(E{_5j9`~bX?kRB+;)Sj{Yt|kcMN(yTv0XacV>B(0 zxL`Ug$Hw&|?_Koz&9nJAt^4Uk&&$t^OuqhTlpNG@mfX)!KAW^RY7O`9eaw^^*pwFN zA96Jsh@{hON{T2oBd1c@l+}}PJ6vyi19P9ubyp%+txI)H-q_O$DV4P7Ak6vMEER4e z?8`08Z;4x+cIx%fqqQ(B@mxy+BYJI>uGa3=nKGpo-}XzWqScwd>lnH9t>aPy6O!Zf z9Nk`Kbi>3SSsqLs>)A+nIH%gd>}hq@vmp#e?RlECw*sb~_D=}kKGi2!SRERw?K_Kwc!iuZBn{X5uPZ=WdhLsiSCNgpUx0cw^N#e- zS1Gh?`YPiymiOYJZART=IbTw^aT=q$G~W4vlQk$%o|T%|~|tIPL7}YBBh~LDn@a zc6S%<+>bABN1;&dBS42=z*;FXJ=Ew>d%Uk!#$rV%DWvtUha||L<_ZQCN~k-tAnx9z zVx&q8c9&E$TlHjyMd@!6-281p(aQ>vxdq1;=w3W3)W(zSs$}@nZa-^&?f~X$a}J zK_7v`s&`Pt?l|leLw9KQE=soe;ZnwWghTUlGBp^LqWsKm$oRnnRkjuvX}xM?_b}?# zS3@rSm6?X*x;m8JVkI3E3nUj`)C(c?Zm3doh2@itcJ_+k-mooAgA^P4_0F~PW7yWt)&hThw?dn4 z2d6mgfN9`M%p=0unhiPm+48T3Pyj{@hgO!jWiv$i-H-{VMf|;($*MhttNW1_3*^tV z-4)4nG-6$MMH(1Nt2GFrHRVffk@F3Ssx9+3_z*iU;|(o8z4*0H9KN~>v;3~2_F!$- zw?28ccwsTYz(-xdJH`Cr3Mt^9lrLqI7dTRS@J=EE;7DC12Y#zOjRq&p-U<=s=FEFkA2V;J z0F{Bt;lAlI*GgC*d~}qQHI@5DjMr>87a=OTNs-^{&*~p_b(Z;(tM+xwiU2tOIq>De zgqVEN2E^!5(IcjL69Gx&b30oX>hUSglu#Up``;alyCKIlbw>>YYII~-CDqw70uF}6 z6`ZeY#?GvI6WoeP({BP3@g%_$l35#oMmiZa#*{cTTCbEyX;} zSfYzR9?&gNJ5P_N71=AIT{9S5^RVYV50KOps73j&DNrRea+w4n-?}hG46AF#Rm&Rh zZ^)G}3@U_osY?_gw;nN(Ma&(3yD&pux*RuF;K*ERMo$UE^yMLRw;UP!sSRMTIyaW{}tFnY+7S?PPRE0_}{j>1S*r z)Fs_v19_7CQ|;H?{?OXk^D`Q)!hGI2ZF%}T!&%s0lp+$K$MO5zg$@_*y4d?t5O({mTP;~K&Cu%_g<79GZU1z;_{II8An)jSsC14I{l=0|VCh3RtgGJcoGX-syx?#fyoz>~~_EBHOS za~>Ks#cTlK2#xByk9OPsnNaUFhxzSNc9|nt_Vsi3wNzQSAO68 zn!jsk9OVOv_*~x2ONQn_=*h9a8_F+d3_>ss-;yAZtBQmjPNnm<7Ebz*o`Ia z9jDv;qQ8^P!l}N|r{BwQqEjSRV}&;;obV9=v&W%V)j0Wm3<|vf;zjbU9!U?_i*eeh zNQ5f(6T8>O0J(N-=;PzTMY+{;CV%)d%k=iR%?k>g5S5ZTmz&k-S!!KOQUlTr_bOc7 zQ*FEQWPU`QqTkR(#q+f zi=bNNoZeGlWrAZJ(RVpVh}(Ygt_24j<38^9jMxp50R8HK+8E!{VZy*>XyC-{yL2$G zOWg8Qa+@vljA060p*c1x75QvkW9}~}vWDA%q&PaSgKvf^9Gtzi^<2}6k_83d4Yu-M zKij0Peq$PBAd%J^b+$0D?7YcT!naD$HDd~A|2r+=Dmhe>TBJ^l$J*sj_hqW(yWA|- z_$eL|<9uP`_^3;Af~13vNs=p%*4EZ~;S!8@?);JD$We(0y{+%vYnDXp?Cf-R%X@o! z1LtCNG$^t@JUS|QpZ9OSZ*ZuT*yeN{drX&@sHjGE)Q=yp~viV0KRvcf2DiLs%S;3Ie8(ERCnLI+>Z+R}85nfaXcs3r0< zt5zurm;N+Mawy}AY^Z@zXKEtWBa|@=WPHz`_mxo=UB>(dhQ`6_!859f zFyTZi1MSKD0{&;i7M903n!T38Q%)w)rT68K&aB<`26>c4*RobFrNBaHDhJSil9II2 zPe${GHOv~K_?Mmy)325e#3Qu0_CK0i5lE*MSKbSLCH_qKZ89ew>B!222B=v>&V@;` z8vE#qC=t?*M<6n8@nz*YdMM!P&4>~R{7du6mGM`NE*8_% z)A>`DZ=T$nGvQTy?Qg^Hfc;y~Y%(*UNA&SK*aJP(pYCi0fdn_%T;U%N8-fGBT)1;3 zKO%B`8$YI?TKxmH>R-0+ucnBM@;~e!G)%o|b_?t)5s~9<1M5fkA~ z?M>DZf0#qH>l1(TO^e3YK6`k9Qb`P#$ypaHKJwLV^%X8>*6zzjAl%?fCD2oj2Z^ud|(X}Y#fP(vDvi>X1jM!XDU$*-69TH9zW694WB@CT0^ z#_Y5#QyWlm|CTDMtbPnwzQ+7qI^Nz3mBOA)pIeWPIiylnw`k;jmoZyD--j0#? zGh`Xy<<&Jk&k^jM_f$R3;tLG!$*RJ3P0uT9#&*!U--^&UdE0?K`bebXsqR$yz3%d&MiM<@4%8} zBwN?4ZunqGWvq)$2c{HS?#m!|h!wupA_;BBvnr?uhp_VvIS$ZLaq?)zc864C*Gtl{ z!jFtCYHs;n}}0G&~qy z_V*K4x99J?KM?RxeZBiM;H}xZ`*U-PxP@w@ISH#=N@SA@0PbR%u&DNCRkj+|Xd|&= zhgqLr30M7fZ;f{i6TFkZY3tor{}r;OJ3LoPBPIPaw|XX-F;^f7@s|YIUFZ*heoa

Brt$BgCnsg})04F)N zD9M}%y{=Qdz4JYaRlCD<81rQ@%5tM#y%A~v0IxuihaaU?VV-IJzvcPYWk1d z->`m&q1oZ^Z512msnUpl1^L*0oFkxc1$cjV)!`D~0*D zzHDqNQWr&KnI2#dw}=NU5$xjAd0+gaC-CGJOhsZ)wGl1$gFrn+Fg=lfvz zDs!IzYubBw`wv(>T_0@vPal-DDY3eL=kO#;MOFLY)J_pPsJpB8?&Cf837LCExb>}w z&S;5AK7E5va*&$C%99DRHe?FWo&3)>Lcvt_6g%#z?z7pD;!k4Gk;_q!*;IGD z&(EG*6`KERAr_P5B~z zt3zoRryBDa_fGPWUFgXfvNpRlW~|BK3h>jXWH75!dG92o5)oBo3=o@xnD~-^ID1WrD-iH*qwjj zQB`|C6}q`H<5+(fwLhpRa>;YwwI{q`+HsDbdgU?pGBtu;!EFlNZF&|ki5{qvk0{^% z_R*x{72d>PNtVnGR#QLRe|(MpB8HHXLA1Z$Yn+d9H?Vz=YPoh~!dmFvImk;r<^n)r z&20b*!$%LjV%Gfz6-;@j{#f1 zQ}dY{5J#vFYf(FidBLg}V)i4{J(ANTTpvpoe3!p9%D7U$zLV5L8}9LKPq$@$M=`6A zDea-y#NG|Rw)=v?UkjIQT#EKaMtFtcNHn^(Ft9N>fJ`s+JNqN$Ya2FgFl*bVBEadJ z1bIbO$_NXcGZOk0+;{#~_M6Vb8`uWS_>f$|_mdwy9z_5^Iz8?X(ypEeS=#LuHt_A9P;*#_O*Hn!MNDS7ZkhjD(nW9bcfJ}Ha(oIXez6-yeH2qImbYNDseR0rQ!5Km->|lvT(PF&&pH1xk-?1z?H;nO zCJNfR&E@QQ@9bS+ASkmO;czLZU&8!=F@zHey7r8m-E#V@Bf9#BJX>aVP)1lhI07OHqo^SP7ZZK-qaNp)|;rRa_}oF zg3G-L7Dzgnpqj3u|KlN2R#c=2)IK*@3p!bAFUS>}O{_@ATX}8YbO~iH}{-Bv7JKI31sWVB5=M+70BucsBr? z50lvu@|w9X@<(Kqq|p!Nia!|r8GxEw79GptJNZ-OE+UDzaOA(?=7p1XCGM99#ltD5 zJO3SMrB;F+`k<^FCHt7f*8&O!b-u3TPu%~wqxPjTaYXC%Q;~s6WAi72zZBgR&|lco*)2A0 z1E9upLWX^A3?nP%K_(ax$AzPx>X#$(6^{7aa%H2BkB9q$;^ht6Rc1tg3%oHJK-Vw; zFX`(MUA6+zw%dlr11|Or-`dufli5$D-J}w3RGV{C3ey4$MCid9%39H4M5sO-IS;nNxL;Qnm`d2R`K?l$}|?SJXx&D%Rwn z*|o2G!^>sVhrieJ;D}x7z9}p*W(zORxtKp4!{>VRd4bX+lhT?k^3m|HM9TS9&xtlk z)^C90%yPAKEsWKJ~=jFu_TPT&_iuug}`G|^bN zN4!)>&Hd4NbJ8k{Y^6LAgbf`ccG1A0sYzWWW~b$wn^`nhmVn#)ErzC0O8O8Hv5zb( z=xe@!ckETr0xHYwA2Al-#yLER$%*=Y>L@+tvq${Euore%6u&lKG$!-Ud*{NmQ$)g= zwwE?F9#s>us~Y#n_H3!^^ZbIGaHb=r74-HDX(h?kb zXGH`xNRhnceFo1QwSbLBbU+&=o2t?=80=lAd;1@U+w<_ZU~m!be)03Q-_LV**5p%* zMJVoz3ciNi(M+aXWP_HVrp}(Ew3(XtO=+z+&Of*j>R}S~#-;Q@&-{bOMx1w7wBu>< zW?c*SU(i5|499_=u)BhFP6a(}K7hzNO$3fz020FxiMgv9D`gj4za?NC0fju`vk$&5 znsFP_KKTq>`Mi(ovD<{xiNocio1~ z*30m%_3N&vL?qiA?m-FPu0@LevP;VXi9-#Z`(6Dof~cLB1G75Q9XVyIo|C|AHLvgh zZr=6jXqZQQaUabLh9Kp|=9KBK%*L*gz4o9WOSy(iVd9=mjMHX{`|czz zif)eJGue2v$B%kR^Vl)G*w%O&EAcDJt8AXw52b13jPJ6tiR zYAm{V*^Yi}>17X3t&i&V95!+S*nZFCxJ+ce0t}%58xD^ONerO#eOPYd1#vui1C%+< zgi8aws|0&B!CPpVJG+gIGsc_S<32ZE3Ld`oqILdewZ;_;+n6)|ZFr}bKkW{0 zXx&}9TXAl&HP(HVl$*(L^Qo724(LKmzC2>^OqA*(#;7nBNAAk{tH|y6E5#fmO8g|P zF8F!TtjK}$tTpY%*-kprdYXo1+Id5tgIIqn;q?wODORLP&tMlV;L|L^d4fy3q@J*K zm0y8!!rTp9bBi9xL~Z&i@vdG^A`zs4vgug7((T{7^{IUkQ_EE^*Z<-j z9wnJhmj9y9I73RhmmEb0EGnY$AfRQ_$UrI$aOjBsCw(~ozqkEAI&?e{RIDQ}y}Uqp z(#zSIp9Bdez=ni|A`l3mQjZC^6Jn+>^}usOo@=Ap5roIfg9vMMrs_!4Zlxd4)`j&l z_u3^N_L2Qnue?hjklnbUpZZ;e?fy;QSFc`y*SWY*-Q9cp`=+UCpf5RST2WZYMS=t) zQQ6qoYC)NIw$uK`N6@N!cJ{X<0!&vFhhq@h0+bdYW~!;7At)>iBA<`$`1(2(Baz0b z=$7Ejjg1Y-hqR0=ckW)5@Lp-^^}iAIA>5ZOztZvXzkC}bcUDP-lJYK8N!#QdQBU=^Y+@@jgglW1=E%}S@oYB*WA2F#3Ul( zx^n+%*soBPY>Ue^-Z)%Qc6t567M^m$*oo6a-=g20s=xWOwH^g`u|O-kishu~opJgL z641SVNFMf71sQq7qLFYwp;VX4Qsfdmoe0?9%J5I<$W_m4OJ&QD@|;O<5UWzP%p# zs=PCjOYO^z@sh+`5l79%Z3vp(xHyP3+al_1t(WGzgn(Cbn1aevn_!Vt8>R%0tMpd@ zz$dC*nX~RG;iuWk-~Vfz<{v_FJgq6<6L9oKdtAbi{zGxXziQt7*ZjZ#k{xr;Nq6)2 zFKK1Ie^PEWVPb9F`|iT;3xz@{EjkwM10hUz0s*5(b^y5UD+yqJDD+F+6o@D9Iu^X4Cx7vST&cm2w}+XiNnBi9&vV;X zGSyXnnO4A>l=}J1Q}zu^LqkD9f&T8yZy(sv9z`I8Svst{tIMMkv?)%BeBD^8-x2XR z0VF*a>A%+094q)()0-%Cmw{or(g$p(!FXE;*j~^1Pyr*JICoxFR#Wh@#L3ocYwLpG z;I5j@`aCHiA|lr?V9-n=v@6om0J;%d+uTGg?}~|u85$TA=v3LyH3x#R(kCEw-oq8;PV5LTE#2LoZ%g2# zymzm%y86x!A0MCUjIuJv_U{kZ+Q3(=5re|wWfXiLk5{$fzv9-EU4A#X#bLR(2Zag` z4aE}(=mTRSqDF_S(p&VLf`WpaoCRfNWvNmukvOnHD}AYu=0))n_M+0#uAUxM3D7}U zO`@o{_y#$-BKZH^J8_o{9Tk#q6Jw3S2DE7B5K)PP~tG)@pHjKrO z=rMxv(!+V`QL@Hw-n2Fc-o1SJvYyxBV(ZkOKY#dbrgh%GfB*4g9qicIX?~?Y9sDRO zD=*p~Mm(0QKR-KO+Qn2mC*BHuY|R9;e;0 z9CC79cJr;b=md*qHEMrv%{F1&mXkhzCSqiSYnGbi(AGHPj;35N3UNFw{r$z_CMYQ) zBH|ty$SalXY_q9qrykbx86Wa^6dLm3!vL7yDtK;aWi`cFNCHX~ILMlwqud#R`c6r@ z$P@eDLO98{fFJ?o6@KTujw^j&i+#U+yR8H+k@CvtfrKj)PAzvN?R$JfgLhNRJ_!}4 zr#v$V{V*KRi^^F~*N&x2hx_$_rr)8o0^&`l<~4x+rW?F5Ky(ER$zjXT*NKRdh{I;! zp?iCKZFC3xdfv%enmP5qxf)L903ofcR9cSlWPBJKe-t`AGSYB%gyrYwcXoEhjufg3 z@N16gvPIbo(*1aA^y%WKaeiA1dIhwUym|?3JRgc#oXZf^_iJ0PoAud78`;YHDGT^D4&@jD8M1yPt-A%iQJsw(yblU zLQ#&uZR|3RT3YZ(mRl ze%_aaDvVC31o;L;CRJ{4C55@49^RtmzpbR8&;w*vc2v|FExEa%qSsP)98erfk$ign z*_D;9vwwW^)DW^VGI4z71C@63@p_4c;$zQkXI?VR?H;aa_mz)coYl>D{Vu{B1rnG! zS^O;)`Pd?>iEVh^0P(-pST6ZxKc9&5x zU5h}t1K9zNPxYL$p`()k#3i6OIv^&2V+&*eq6Q5vh>z_8M*iJOnvVzU!bU@ZuY;0_RL?stLcv+WbW#~azU!AV2dHX1y+tANlUxeuh zNIEb{IUj+@QiK=O57hfS0D47?yYDv-FYm2ex4=MK_g!$}fLnml?eWm9vVZ*d-zoD1 z2pDH0EZo}C0%Eus-KW+x{n-SKNqdn-!#B}VTPihK8rjE#{V`_=*i0>s4rBYNI- zv$mSJ?l@k+J|#!nU@fMoWCh4b!ADvko^5T5LPHhI%vLrV&Nr5qM=p5N*en6_F|#Ad z5cI@LOiJ=6XSBAoJPG$cF>DK?4-KBKhfPdRdjWwN9UXm_MII2wHHxV!2UEiO7!Z?^ zskSEv+kmBUDS+P0Oi@R7TS;c~3hQr@ldDURk&sN37|WTMWQK-b(B6W*o2%==&SF>G z8|f{ugOxCsF$`k9|T80!?UvOZP{V?YEhknZ3QwfeZz)9SY_*3yX_N>=oJO_RG}88kV3r zy%+eyMj1@2SWq9@^GhaDR7`9W)4)hU(Z4kW_>+=D>rs@f$Nt7t>c!FO-rllY8As+- zQ~=GLe-u01+6u-DRX%i2N=gb24%Vja;?oLz3nq9luB@(t0 zvuOwDUkF;GfO``(?!3nYy127HdGcODRYSwf)O6%mgKWkJ2>=hwx=z+=x*lD0Z()Ut zxD>SH?bSG8qvPUoyb`0Lh8GGPfdIXE>lO};NO<{otbmQKr>7`|)SEZf6Xgn1`h6*{ zz^dtofcU_X07GeOYYR{wgOI(^z%LmHpY!@CI2Mo%!G163{A5{TzAfBla%^ab5A=ir z1PrJFFrs84s~zOF-N7^d@vJe zMkZiTj{}OuO;oV6u>qNR@7}$kf4HeP881b|^S2IT(P%VSGF5O3 zY1219zg%w|dSNb7`;XBB++~CWh4^OMH!+ey3u<#L6|T~l+hWz z_ulQ>^S*n3d$0X||5|&k@BP+qVYr96uX2{-JkH~q&^Icw__&m~AP@*&UJjxT0^Ruz z0%6TQxC2}{+Lki~9{zHY({lxZ2-6N-UZE2`s`Skv-$h*&C z=D%fL#m~KxcAlMKdE@+E8eCn{FljTbU93>tSZyX0|Es~ zvUma4?*Etto_g}>zxs)<4e-0KV1iL1K8N|b9Dz4~v9qxJ85mG=53?as(EPE;I0qqB zP$5>)tT&wbA%znom%UE+M(FWno+2A8Ob{PIX0J)T*dBFBTIuNEtCg3Zu#G`hIdTQ& zzkJ#DTfQxnl7u8HoiQ*K;^qd8XiNiTiYp1NtuUhp2i4sl<)?z82!LtLLO=gk&+Gqv z?QU1%r|h%1E@4l5=yjV=)IyW!Mw%#1VOEv~+DQW=Gg&JuJR!25^hR$ptNcWL6c)d1 zTkzDgs1eFMMpFI)F`O^d=H+ms)1wQ%le{EYKRuJMvbvFM*GkA2A{ zFd}l%E8@PWWNT$X3N&x5(y}u$?R#FKfaf(8qNcahFrw6L|3pIDC_LKtY8?j073Y6< z*c(q;LiWtU=V(55g}MpNP-Gs}psUXRX42(rLWA?TdY^nLV{bXXP4UN~-FiyiUa$yP zr7AMCCZWXkSShJ87g1;=W&1F(0;}GTe{D2s-6omAhf4)|y#pKoYd=fO!Vw`F+sIg8WpNzDQ@7WFVIK8CyN11 z3w3^h!=FC;X55N4%e8kdQ-!Hjjy~Y^A!~XfzS2>Kx2b2x3=f$D>T~Uu2aDS~2HVUv zOpUghL-X_N=+1lAtBTAXYWTv;uH8)xqTr$|{j73@*6Rb~zPK4NfzVUDbV=wHDMKO( zLBapJoJz#v4$`^tL?+>BWlfC(da$%WRb%FEOI)gZnWpik{YmqCYwJ~!D(?iB#>BXo zrzea&@VE<=Cbtg)T$QoU^&7U54>dUO4|^c=Y8J;2mniNU4JF{;CEZei-1lLEWS811 z!FNZiKlk&LUI-)^p5XrVVGNsmgZM-o(i4rEh z+fqqv-sDZ??yPXa#G{PQcJoJ>GZEIElSopN(cG92GK}U8@@t>;id+_8+Qs@JiRZIN z|2ZVSA5Ie9QBY6-SJcdD$~2>IIP=pJODQk5E!8HsrLCvF%-wa)Y3Hg?wImm{GVlc> zD6nQ?QA-a;3H1=rTvO$f?cz4JG$9Y`4RoWdkcxxDd!(!A=MLX14&`+ZYu;-3hZQ}6 zkl$^8%=Iw_alR&egVmuC)CZym!qF5Tm|48;C#4uXQj?UF94D(cbg;33H$b!o-v}^f zE?2ju2=#i_;%-cy-j|(1FLq<}Mblm=sG>Rt|0H4}KoE#0P1=so2=DUceTkh}3Crmc z8@t}aQ-(rZsfKH>7am)^pLqP37&D9Wf|p3ml^zHlrBgIg&H#>?dl*`3z5Y(8-Pa{U zkY1S5W|nNX42xt8Q(_9F$#M) zKaHjc4WY?Phrtw>i+HG8)T@r=9O;u0l>^Z!GoG0lQMoY<$=V**;U_(TuYSx@3=c`X z;UK#y_o#kf?}B!rr~I>{Q6wW<38Ej!I(*Q12y(R1eBUK6F?uR(evehL&6 zS#j99p}3(p9g6)MstB#y45&_OvDxh`+CM22IrzJoi4!bjoTWRYk%I- z6Jeim;%+o4dRvT+?`1&~v&|(mIVum-6%@j^dYiqYa7BO0d*H>&F@g=MCMw)D;+VuI zCWONS^k$dz`n$WsLRxSi_V%J8$65@~6qs16Z+evcjj6m+OkBKQ$1+q?Imikw1bdh= z7fz%U&Fa&{W@MDRg}>)GWdF#`8*JJY3KJwYX5%_?vnFz0oW2+{<^*pDo^j~X>c5E> zu|3_!nhp^4vEKNaWE|w%6Wbj&vXure$t4=|VC+}3x8*G>9(d*4n60S*skWaOL+>(W zMk1xc66pxUaFX1|Jl=lj=|UT71d5gyvM&&tFOrIp3u{C z^VFn^a4VP~A$+0iuI#M(Z0wAgl)=?48}80WKLYc^H9~(YVVu?f=()RheW3w;!olum zD%bT}|1};qX_9M(-g8o$8Qch;H8#mVW`oUtzYl{@Pl(#0ay-=#)>=KLjDemOgcuEU zN&a)aXA&*`F#e(;haE1q7Q1+E$CbB^E1uBm_AeI7n0$EGBPsMO3T!z zoKzJUB$ClQwew$-m>zlkq;#+(GSA@2Ukq%Q22S^GyonSVNr)z>#r(;v<(2EDygdosQy2qlxrJ#S)6LLmqtXcm68mMitaRFSzZww`{hq>a27#$3= z-n&S|rCT5B@p5;^T4c;@7n#rK{EKcq?UUEdquUF~z4K{LAJV}Ow~gpcwDJPk{+i`G z6e|3&Vr@AggJu<1;!LdGvn^eJj3&NH>8Z{IWp*!B9B*NNjSC^}LnV)pzZxD?Zxzkq zPI{3E2coR-ohHJW%>OQ=_@5%Ge*mX)krLnc=KxfRYjEmDX`C<{c@rCN8{ePsXxC?k z9y&pp6U#GuQQY9xp5N6TEvLoJF22YCyq-eJf21Q<-nVi-bhIZ9EP_bK?O z)THzsn3?=~h)mv^FCCX)UBq#Op1!-Q*Qmv2FMK#Y zS$o8sXK!?2aA;_`PoLN05JJB`lJliG{H#=wyhOJlc%=$b#g+?}HPrIu64li}=AuA| zUdW=^T;p;+v<*e#Zr8B?&RlX=4#hM8lJ3%C30yvcbDDq>U+q+8--$B1Aud1pd z4uz=3lE5r|&T)pdL_CufCZ`)Q}?a;W$x>93U;a^6@Re$5C-*BkBi-%WfcDt%eHgad@5b&q@r04;4^ zn$d?fHx|Jz#%6kT3JYx=1&LB&7vGQ(93pNu8=p_JsF-Vu-sP=xfZ75-T7Lcf<0PAN z>ihB@V0s*Q%{ctg44J6VrT!!xK@ZFLmS3F{V*prkOd2ht%l!E9V+Giyerotv)%;=y zYQ^3r$ziBmR0cRxXI4f|R!QU*hYv*f)_WDZi$1Q(pM_mR%B z^XyOw+G`ym)O_hC7;ocXA)Uc?VLMgLoeG5Ysl6`NEoPjdxD;3Y8- zhXNj%+a?Ek{Q*GYT^9@Fv@uP6(0tux(wyIm9c1@sNSV3B(~(4Hf?D1cSIA`y7(iI1 zlV$qlms`*?+Na#x^vhl{<^2_!zBlBy)lO+rkS~s(70m0!o^EO@iK|G^4ZIlC z9M#a$422A~)uL;*QYd{dtQ6hIxQu4k)cOYp!$N{1@c`5{UE_Q*2%F2v$!SqG;Ly9? z)(Bp10YCM<*i9JftojgXeYe9t$xs2p$u~Kc>_ak8GxldbcB<9hb3>trswbtxFy&bs zDdomEZAeNHlXmHPyssC+8WBwPc=?*!+*3D$mN0!{!Zv<11gkPEN1B~qRZC}dbwxrQ zjfHg&gxycakf#5vmvcMvVTkfK1xWBj)Kzl27P(@`s+xY4lCduTSp!|`U|D(hM`EIZ zR)3_3hb`ZAqZ$>`d-zDyd9iJB>*av-=g$zgt4_Z2omT%On(4c>juY+BiLhd&@Eqp*2iLdq?bKI0- z#0$lbCeo(Vmtany?`)@d*9R`UG9lfB$2)9D(_1>#C*iSOQbqxQj4uzPA7CFK>YpG2|9SU75aW zynE^TZ>5+11!%}FSqJTkQ+U@3vT3=85i0gaN_gu(Da~0ao$q*$1@XUTyB>Ra3zsfJ z_iSwLg!o9Py->CG^J{8o0AY!P_E8OwI_wUOs*|i(WjRb(0u2Mvi>&h`) zMGf46U2$xG@6pkid{U$wNGO!$q+nAk6qLD~+dWZB{z`>Dw(Ap-ma?)knrPO4mrU&6 z2p9h!A*p7#64S=9w5^5+K8eARc3RUz+=py^hE0AW)h)1?>aj7I-mLPgVv*6a{(_>> z5E<42RkmqZT;lWsyJ~-5vb#t~%Kc;-ane@T8kcSH=yT`BPSj?~QVnfb2CsKY{!|9G z+A-T-f6;NQ!wEoic#>BlX^mbMhXN#S?nh+T!g(6~%jM7xcEaCg6@e|(e7w9X{f3tu zOKZva?2Y~d%WGGoaNH*Q8@LGJLWQe|o`I0|)TDjc=d~Yxl4EtBnTU zs#=dZ31%YFE|;2&4FDej^pHzqQ`&uNTgpVR;?f{V?TTPh?J^&2;0u7+6fgQ-Mt6K! zV2tIzqGSMpc-PmnU+Z4d^X25i+{b$cNWMG_$0ghex1U`qu0x&o7G{X4)>O}3IJq9x zc&D6jqI}Y{(Ld9^I46}3G5I%J$?b$fhHJbDFP(j2K`0r=4`F?zm5U}wXeMh-k6 zw~2Kp81&s!;KggPs!1=k0^JF&UBwdL9P4^gZ+MOVP87D3@5tmtMea_g?%nxoY#5>V zJ##wr_ph-}ArTP~p`K(GBg##e>!a5C=%3+-X7-^DwKZ3d6&ddG#K^@boP8_}gt{(o zw~?2YdhRA)wRXkpID2Nu9@&;_MBF%GY2J+jCcQbZfCE`v8ovb}Ww+oXor$ggl=t|^ zy6HH{&koTs@ci zCjSFa%bk`u*ookBXFP#1PvjBX8P$)}kb}E6PwMJ*J!YRh0o?_vBHCkmzRw|URqow2 zAszFH)&(#E+3o3by15oZ&e{TNq(;k4q9JF-IZDSjy2#VniEx{&6B;NHb*}eh#C}2i zXk_U3i7HcWM&EDm7ftO#0UxnmfOg!l{JwePKcrU|cQxirOnH)`ElhQx<98m{7HS$W zRcF6-7H;Vkc8Ul`xVBh-Uu!||yV;O7LAUI$?`}4Wav%g5imnRQ@pcg0-LH_HCBZwg z1lT_b9*h3`f_8CZ%Je;PWKBrYyG`~JBCP#(k-8GzoplvU!#m3%kjymS+P$R8^UNp* znin;nTS_E{lT#FPcQoaLvm+`25SVI|8&?}zleVP{VSi7lb|=*F^FW>9t)6JNl3K#fcDUH^DT zbmn;X#nWdHGjr=^fB*RMm{2yU zo9WPpe=`#eaZZsTHJe5yO||~vKbLq;@|pCoPts)*2-45C%R1Rsb%| zK}I|7Su=l}-KdA3jA#a>nuL2qJ7{}*Q>42eKiu9tsVzhrPNkr&zXCZ_SlYOAh|??J z#?w0Qs2evrz*Da|xFtGh( zeki*Oy7_&wkSj9k0%RK-3L@_50qrMhlRiqN@8}}(K^YuWt#>aO{?3a3;1*^xr2gC3 zgny<7cP*U2lX~|JZENdWPC@tYWcR{Y5h~pw(fB+t|Acsa5`1rJB15a8F4*z@Elz*KbFCBxGY~z#nvImXg z+8PB2iCAyugi<~Nsc{@pZElbMko?F)tm$DG?hKFLscw8uVdwOPfOmKv2ZF_Sm@EB* zgw^pk#%+Oi-eVa^j;ZZ&^p=p@9Wys%br(=&=HH06arPfs%k`~yA(SQ`BD=4LWWkbHq*WRk!+z)4D)iY9)@8) zk4o7+RN>Cu2M=!Dj$fvC@@TX|$8m6m=U`n~AN(|0QY>#b0iO9W^P?-dD)!k)+EF`D z-}j=fw)#5?tXZ|mMo7Q-5?HaX2+r`d9IbjAdN@qXI)s1JS7oH9ji$M4@oh)A+R3ey zuiI3Xvv{v$+Wa+8-)kaUJ^OraQleFOT{hs!e?V;?fQ$$4nEKVwl9KVob?BsLk$ibf zSJ-kTTS8HB7OX48tb+W#wBLGHh9!Xkk^Iwn>RKv>lsWOHe0OAeBM#ZSEHEpwRvPy_ zxgh}moHgOTu*LhBRdfn@H;>LXHAf67bYR)HqarG3r$$fD$}@2NCz0r@YBy`4d_|Nb zGpF>7@l4|&R+1r8oP2aTrsZZ)pMLPoC>2_wNe4M_*_kaHN*MARmG$Gj^*e{>#G$bn z&l8?1`kbHUNo%ywiVXGT#`aU5&TUXEZcu2}Oa-_lq{ayxJ$RGuo!}82!ikAYuPYj0O4n-Npe=h%;kf$W87?;W_9B6Db;@?w5UC?LCYB+)@MFcLH;ip+m! zAqnZW>_Z9FhsG4__ngvxF>mf3Lu@@p46u1}t@+(h6jiGHHJMMmK)nE3;6{cU4%C|nolpiP1km7Je zP>1BJr8$Jo zgzY>I0*pF0tezH4i%Drnv2TV8iLS(0DJ1h*la^a*WS!q8R&ywalV_pjI|peU9OY+VcrD*!4FQUE?8+jxe4DCqvlLZ9C5cRUm0#BzN z=u5j?a=1&)BXH3c+mZi2wEz}?5j=yDCO;i_6cyDoQucqv+$2r7`;Nsc5V~mR=T=_z zHKYh^bMZ1BQV3|dw5AA*++H~>p{YA{e zz-Q^tmn#L`3oD}`Ea#gpOOd^zck=KiT+bZboVzCTB?zOh=4!PYRXD$*%$d%$AIkh% zSBTJjME=SO0CqP)HR7%I{?{Jn-`WwDM@hTK-L~$jl(Jw|HR%!rQFsRqL!b6k`lCd2 zcCli8q*&wqlTCQC?X(g_RUX`E(!$)odDdRDT(`-|?70L1sEJlQ2Y(_eDc6KUHLaL^Zz=R0BwPPQ1-+mB=~rEnrZXx#Kgol!}&h|ntlJ$yzQ?4 zZOzF&*J*!Sa}M`>l5MyXlAN6Mh@3evl`$3ZCNwnkp9%JLD|FC-x{M{lQynN=8&3{H z8-D;iOze`q77|AWZ$JM_+ZI1a#=N^ir>?(zbA=Z4fFYAqT)s0_)K{1TU>1EagEU` zr7oX0`fNi({MQpuSg9rL(g)?2amN{eq=Jiwp%KH(c<@Bytr@r8PU(b6s06aBzQN%r zlOJiL=+@nfM>TUbmK4-&puXcIYH{xo+hft7MVE1|Mqzk?_3@s;CELkb=mtAEq)PAQ zx_f54Oa9M}i49AS&5o_a%X5=9MzS;lA~$z*D}TTW6vtm}+z)bdk3c1GC%KIl2+>3p zpGC9LT?M;0cpdc!`~Yg~!+j|ye$>=IA5kzMRL9~5+I3jRmSA_UhRmB%q@+EzB<`(9L4XB)Res<@Kef|9k^!)!y$ z-q}q5neHE|Ub{f@ZyB7@t(^<_TO7o}QzJIbz{=BP=|JJ^Pt8*<7Z1D0grEH)ch=dK zRbFk>;OI0dXG;r-j6p5^@RwytzDJqT3V6eFWX&tteUgo4nkkLrNr~XlgWle{;{4aei)CXxwr})ivcar!p7k^zL7c>N{HmXEPf@)|Z@Wo6a@ zD*WzW4wK>Qbc~5808|k>zt1hM_q~vL2kV=X7rvrDXx$C07PTZvCAa=(XMj-!C8w2M ze=&QXNNBt%1MJ=10e1VwlkelcG$D@ylQKufN+4jueBP*ydb{L{m5 zIyz8WNNGSW);;_)wN;k=W?DPQAUl?ImDI$mO|% z@BlCn{AdYkfCXZE-O95%m3Abe(ju}XSawDgBj>g^!@oqqa~FpmzA~m2N?aIJCtWo)0qZq5jHtWvL+a4hc{Ks%!*M;d zuB3BcWrRq;5zc;+@^`AOw9wUnHgE^`ftE1R`Iuj2r#}2cOH6LAw!RF^QUdgf0*D&h zVj}Lm0oF0RvgLlTi--k5(an$RxsH)zde)r>L;=cClGoxA#!Zdx6EdYB zjNbDcY2Q8-EfU+RVu{$0k&aJ53sUxYtT@kJyU?Q2f5kHXH?A`NrYBNGo1_qj|K`(7 zW=1tVFM`E$?$@+~3jS0oB@4fTVm4&>cUEKyN$E`}2Fh>9$yIEMd3~nN@4ji!Fm_rr zMxw8oDpHPd=;*A&!8xpoWK8z)>m*?b&CRyX(vDF}X=?UkBu<0bk`EUf^=Af?5=EZ9 zTaPdw{TGsj|=+57Lrt*zX#Q;l z0H07~d1e19zU0@ZTNmYwA!X|fSS4?KD_ba)Nd8+W=|>5Av87yCUk2WD5SLd87 zQAr(5jPF0`azsrSc7^Y5pK)L~9W&79G?5Fcxw|P31F>(}{e9$*N6d=vs7zE0DAh;x zKx&CH!Ge=UF2%E3nA5caq4#6~Ek$~7uECQ=xUh7!AKJH}83xKcb`Y8F)&vQC zHox3mtESp5x^u}O`0=LcLC$oj+#^6_W_1#cwMDSo|8LTb{-JN{&1Ag&7i8{oX8nYM(Pw2N!uo77S8SsInX zFdahrzIznvbFGz?sN;KxE>%Dmx;`1PLv8M;hM4Nf4A~x~rPiFOIFgM*M(ozdb(!6j zsY3W%0a^-o!;LLta`u>2O{x@9aejImBguCyKU(%G>J6^^L=I?4zvBVIB$Hle-?)tN z!Y#;C*HMYAydKOS%y`WYcl^Y#IBaR51O7uW3}u${{Bk88WiH{klg~7QXN?f#Sy>w> zWQR^nS@ixIUFzhmU#llI(r_Al;6} z+iq?wz?O{wTH6Fh7HnFbo-ecy#i{+oAGfZfQ?fDT{n1LaF zdqa^o1KW`7Jp0#>hKbIlPTU+Jvd%ss>^19BlGCUM8O?Dkri(6TKWBmN!RTFPCo0cX z-R%9I(6OMw*!j6181{sjBR|JfK*JDZGxs1}61a%>FC1tEaUCoCdZwWLni!^<%`;OyAM~MNk z-*TYG9QD&^ZRPi;myApjbo8pV!C^V|NiaD^1r>SCba^kA=#Z$i&}$br%Yv%0R~W0- zs%oQ&`&xdypqbeR>EsS_pO2_Yl_alD+MU}fxlFig{rc2DfI55(v;qoMIEeEsv)THy zo0OO`@kJ8ww z$uSd`>A*J)c!+kWx731wpUGI|Su}HLY4got#6G7i`%bZh%RzAG~hrvnFDeH$;PP9 zsHL236)=4?!k2ckQd>~~Cu0}<<8w#-Q1G@#jrFYE(5v#oTXE!((L~+Y-gL5D&^n`Ao;jfHJZ4@#7gwzd?T!eUZV zMumwOs`RWjOGQPE`Jpm&$=#H7-%~){im=yxgRD-kPa-8!{zjB+^6lcHZMsv&V#c_a z>_$ARuI|r7cR=fY*ZTT8N$>*L=go5fx6z0pWFTsJiR_Mc##~P4I=-AUVF?M3;Ve4O ziWn&94tud zIY(ag%elv3z1ihRzDB3RJ+}0}@_BijZH!mjJesnp?=Ep)*#5I!TW(ESTS}9`7l5A3 zSK)hFddmM9V+h&-x^YGu07Db707)!QuA}u!0wvZI-r5V{Xj8O$u`)pBYa3!*3~= zKij)&QjP6-c>fJT$^V0n8P=i(&8)aP_}Exv-ijs*Qxk>X-?AKQsKn6FJ0a)lbVBli zY9=jy1v>NqgL25N_(av($EN|#@blvPtc3NEu-ZZ=oInkKioyo1fPMyF>7meK&aZjS zpqcjFhw@m<{i99cTFLr7v}*vh7+T9c#755d`})0IW0q6ZOk*wqR7BANHqcIi@&#%2Dy{Wg#IX+PQ$doLifI zK#k_qdnvnmvK=*DnEQD;X}U|a^Pc$kSuEW+qp#Un)+58_Q@$1im?!>Ad$?Saj~=%B zSkm@PI+r6)#9W3uh-Y56$#Q$W&O?p%<86sZ>c~2toeMR85x^kCjlJpeQFK!N3l%w4 zkcRi|R2lb+&j@g7X>n-+`Oc)RmxF1*HmctJJ=M&%so;ityfaFWn%tI2u2TtliMjXV zu+oTKwa28ShG7!uW`7K=3@3eN)8&)|16iJVw(f8lXNt4?zLWbtivd9faek?7+1qX( z(qEsW@qm3P%hgRV&D=12lX}g@^<(e@usDiK9WB)e9S(aXe`fdo*Nr^0hdDqiU!2bA z(|e&R%)O`uf{chFo9pANI@5AB6m)`>EbHNuPYhn5+}}$T>h*^s2V0}DBLJDFTNz~O z6{nvCv*dQ&CK_lTUbSBlMk$0>^F>@Xk2aw3)PW3pBIwdrG4*TR3n zmy!K6vt}zJO=>vl`&fuws69wY-q$rKMCr&dxE4V=vJC%Fqudku(%P|vz2A(SiDUqV zMETi7Zp}DVHza#3=FE8OHBuae!EMjL!qj)JvZ;bs&j!r z#sKB&QuwM8&bK%`HEI9Z-aRH#WKTtu20g8<%&q3d3(W`SAQF9sPu&(=jc9eAO7gAz z`*kgt$RL`Unr~`8FD!Nj=fVj3FWuwK@l%4+TSPzKodJpkU8aE->g2XdWX*48tg;tg zK{ykpA1hKT^SGCfq_pK-B7>lbL6JN}VscG6x-H!*D}sF^69w~T#*!*+aUvhmaQ2f4 zPl4lHZ@W!uJNu`ZySjY=$=u^yKr*K-Gt6-@JD5^2CjP`I~7;-3Ec{k-koTdkXO zh7?52`G>lmLs`EAFwUn#7J1u!EUaMO;c^LQ--=}2W_P0|X)dqi3g;qC%dmC%olR9y)ti_6V_Y6rYuYO`oU@DEVxe03CPk2TIavLiNrm^? zUO<+9ufC{4pR+@?sAq8tkUuUB-PD}ljq45`+$$B1)QTta`UotSvhqUbLPM_Rlz4&f zNEpKKx{;XhSOjIsHv0vrB6YR85aWekDkhG=7qzM>j1pZO+ySIB*esngM)4D?Kk~@fEJY*%W3rX z_0@&#Xo;BH>euM#XrLf&Z1i<=J46@iMAL{-l9P`%`<}cs?R481i3}kF>zmozZ>_IW z5)r9+oMg#H`}p_>3ku><3s=?EeGBQHE>uk9thDH5OMxD)#=u}OV5Fg;^8M*zJ5%-T z7plOHz`uOFS?x;|8Y(doVP`L_027C1t7eEZtEAFpk}#_b7aIsLF)jZJC1KYt67<}j zg0btofB*h*+}hfj|M}r~jr}BG7E3N?r+W*elc;TJ$lTnVR4^W^uM;6*bW>9kFkGhR z&$p)PD}j}0y2=JjVC_{a)UB(ltEQ%AiGN~zT+Dm_Q;3q1QZW8gV7@h${pmyuGJ=AF zPbeu>QU%ps))Sp%SXts1hh9&Ok0*r`6&I5l01Hk%r{otT`%y2squ=dUbJf zyGU9CU2)7Jp4*$Nt8$Qc@7~SK%+N07-2nxvJ_R(P4Z`m0cr>DQ2DJ{OB}VLEu>bC? z zg(Gu*hpE;1`S+%#Jl2ERfC<5AAbRrhU9+u0y}i9)FgTIZ2tKB}-F*z$rtM@+G2pxD z=`(;+a2YqrL4a1|T^xd{>S{iI{_TORFY~c}fFH<9wnAOlny>wGbl_aB7sp$`N~Z}r z&rej_;tpJ zJoV?#pWX+{=4NJ8A|7^=HTEWcdmXYqY``wx1bXJJ3l&LA>`H-S2zGW#5D|~f zZ@kvA`>j_U;pE5&inzo?9l-RUyT5=#T(Tb&(ff;lwyD|%&1PWS;8pBid4JEuSpv#_uT+bOUG%qEBY4>kydZZkN{NL476Fj<4GqYgL6U4h|qnX~{wf>O-K z&BMdPo%1~c*ut{1GM!T6@yW@;f&$in$>J&4*2(60R%t0M4Nb}A5kFwLs6;LxAgg(J z9K*E=^{cG*)Y2b-K&LowcK_oJyw-zegW2*x3!8?9W^1DQVm_P;?n-n4#74OsbxTW2 zPtOy;r`ZFz5WpQ4=I2#1#KGsKKzMwlmLcwc=gu9#t!LNQ*~ zb!1{XQYPVfVLh4@(HNO3JR=m zuCGYRYqEd?g);9>wx>zCKBgol*1qout1!>;#8jAv10Ti3TVv&>?47sHkA*`!4is_K z)zt_4`;SpQJxXA3F`&o|ivt$R9tcTDMS7Tmy`5bYtwefa;%Jli0ob61Wyk+)KLzM(tvCam21pqemX?VZc|Zyr9v|0p zZX9ehK?F>Xjhzl;$pR;@fQ2+Df8T+;h`|Dh8vw-nDiCnihYMU+|2*s1|M}rASikB8 z4-aso6kr0?)klDbqX-g7fyJE$-bSHgYr4^skV^1th{IIfK(>6GcCmg^N(vCYymw}r zfjE9^_KkS<9gc~tC%rF`(X_RdmACPrq-47m6VT{=V6g;U1+1~CsOa+Y5=eSJ$D7_O zebn%Iltl=OpkN)~kbvW{p0saI)^c%jme}d7O%no>$x%!M5|6d5Eg`LV(;#Z~4(O)@ z5Wb}_E&dD)45YPL0Bsf&1OST8$fusOKR*ER0=PlF>x%Y@bBSR+H!wut60>T0Plm)z z+vkUXg@;{epKoz5wFof@3Dv8l35QL(uMe}H1T=p6A`1jnz_{XKV?DN~#v9yi|1myp zZf*$)6M%)1cx_{|-jl?GYWY?IZ%mAjce=S+QsU#Qu3$gJ0{uh){n9VM|I>>5)qVf| z9XLt@*ujSn9{{Yh11uo034lbMNj1I65!13Rs#2_9tzTnTkd?Ktu)y>7CrDYj*JEpf z)u&@MAY&$th*Z_wRIo0{~{!0kgs!nDZ<-Q3;s+{wf_#mXw^F zU|)2&ohIxa78+U)EV+-*dF*pVV?=;aZyo>+;Dn=@D?!c8&3Sp2N=gyI!7^Dgkv+Y= z8X6iX_-J1rCom8Ag^Pj?y?Xp}A|QGsB_**su+(UtlkzP+dHOWb-_zH@!C^d$mFj;% zg{q2*WPW>nM8FlmU*@lKrLbC};aY%MZvXiaG~ay1O}ewauyBClLf}1l@rr{C0E7z< zXh5^3uUZdo@fMK2g@uKieU9kq0sK(m`CCI>odXO;^`e$sIwAqf)?C?RzY0rsp`xbt z+#LH+m-hARn{9(NAR&y`yIRW1%F^RLe5lcsX1tcztGT|vgaXzYQ|D}IZEYP8&;t1J zJV#TQCl?zVE-o&msMiakEeyisO!4^kT}wXJu6h$wQTeR`W5pr7kBv>F2Dmg}F#xJF zO;S2O=$ANI9gyg6D*j^m8?aqsK8Gyg;w@EGZb$2A zApdLFA>7u~9UMxcqg4R_3*f;0{e8e)&{ftNx7Nf~4W!`FQouW}&H;N=QBeVY<`)ns zJ=~_Cpa5bXfKpMty+(CTb2=veTE&)+K%i@K7O(W-BE8CY?ZLp>YEu<8*4G0boA0{P zM?gS8Nl7`BtE@re@aMavm6a6`pY84KQGK?)2nB>u?vwx$xCoJvAppP?VD7*zOs?~q zMXIpqKK*#%7ybepW`y;j@cn&5ghoAh+RxsQ%6 zLBdSUrat;L{nHbc%Q4OTaTVJF0*kp(;ezodN4cb2#?xbyr;5Tm>-M~{=V!!2PhBBnwg($*0<>cj~poG-a7#M*n8Isw6v-e%UH;nju3vl0o zME>$n@$b)hI5{~ZpkIC2=;_VZdZL$&&%Y@l5*(VXrYo5|8)|D`i-;h@M3F%uAr0PF z)#c?!7VZz63JJW<>wVqb-P#SX-DnoAy}5>* z>}>jNOSI^;#Vlq~QBi7Y>K88-*ZUK|fD0^s$HvA!xqp`;?92fo;CWgYMX4gsi2wLL z>YCtZY-~?FJ>vL50n8?Zkd>2{x7q8WyuMxlr^;cW*>!(@X=&;0+qWs(AMS_{C8o#b zXGn#`L`8ig=C~cy=19)r;bE1$Jy<43$Ah07CZnUH+}zyt(CyRfi({!U3U^P>ZLqZV zvu-2V3K7ROb~EdHd&NaXcJJRW?(TY@Y-zwQ#tO79ypUfBSlYNe|85xB*y!r%$wL$s z6_=f-Q?_wz4wqUnD8h&+DE1JDoXpJ3f`aXp73cl=CJ+1Z{(ifjC?>=}lC!HTrKpb= z*jL}1lZj8CZdYi=0j}X8fO=`fTJO5A2my<{Ocx#=o+RixJ~mcWRYflB;i9M*x_YfM z?z2@K6BQjzKt?uO`@w{Vr;3nO$9A?>#cB6+cV?#AuAr!BcWLRclhXGaDW9SjY1`3|7gM;j}wEjVE zLi6A$(amNa^qEql&mkcp)zz>Z#iaD~bY{Dvn8`7F1y%6a9xs}LF;KI!vs35a1mEj= zdQWw0BYd3#Kl*Y%$b#!#5rlxkLKdf|ESz9-|9|suyytz8V8~XBu zXi_6IH1u}QZ*Y>5k}xoztDnfMt*_&T`}z6hO!-wYG{&Nm;b`KkAKTw|GJ?B$TLM z<+7z#Ky-I>aii3|eCqPrtki99Rfoh;O@2+FmYC(}PyW;cdWiiWLm=FOQJhYZQ@vT|}$MlLSgIJ=r#mVvUJy;mn6!H+8@j|0OsZcVibPzBVt<`oj(^FHA zzKFrx)_MrKzxMR^^KfvGa9jQf#HQ@)>qDNwQNfg1s=s}Ur3#xCqoboEBO|BiN(`EY z|NJ3-_5O`F@AlS~EJQ^`Wf>C`DK&BNjOm=?L0rx;0bDS<8{%Szj&>$`1$!kuy|jc z7Ukx?p9uK!1xH2r2~zFM3%uX#++6$d$jAuP#U%ifRFlU!$@6o+_DSeTokQ09&CSjH z{Cu!*%Si{@C2-k2|7jB~@Aznll$4F7rJJWGh#k+9tub?Rb2c`%;3iXS0sZH=To(m zeqOujN`N0H?ok1>wA2m`4u=|l!LZ2%VWVSXO>T!EGpTXt=;=j#kzODOWo2b|uCd4k zY8x6-M7-+T^7midU*?K(bd)s!pQ2O(d-GPAM8%s#?nP{cRH z*G`$Ng8!PGo%Qne9!wFXBqlz;Ia`2(J;_P&0U?lk9E>JS$yOej44$&Gvbr6v`w^tk z5rw?jQ98DkK`y@cr3DBljny6%6~(4k>j*Nqt*tFbDTSVnPGedfEHo%{N+}{u7K0S} z`ua>l#;oyt4s84`PEO3MtO{~+Tzq^b&K2KD`HB%4+_Y3TH_Vsi<>k6H_T>CdwA|b- zU?U-auP>abog5v1G=_Zs+{Pl~mYrHtc>sm@G^~EhQy&h|9{#%ED4` z*;(uzhDrSD1&A9Vp~hR3ad!u~iv92**n`dqLtlM_^PL}@_>EDGUKbI+8SdFe9 zR3LRjzkR#jtyutth>Vbs7rHe%JUpBqY2#}Z452>URhm9#W@d&|8nr&)cAtpS*LDOUtfo;>lq{JWW} zlA&4n?(kqq{C1})M15ZJ%S%futE*R5R@yF_i<-1pSAqIhSoo5QD>7)ZhL~2Vk~S-H7g2Hc&+bAT@x8Ks%}bmQ#$gM+13O5f|UVJ8NL9P|EokawnFQll);1c{z)CA#1d6k>^D#(erNq}mqoaR&qFDfUB^87fe){wYpgW+7TVn;Dr#qY5 z+gBjvLA50&CJx#M8`KGgpcv2H-P_B;%M0s|=UFZoME>5>skBr9TPG|m3`bttNJzAU zr6nOI_Cnp9X;|=@I(Th)1L7ejCI)D7=bk@c77k#75+Q`B7cdO~9V0nPhNbV{N=iPs zqPPY~&&9=}fJWWY+*Nf^q?cTc)!ZNIX0`8Xg)dD=Q=6v5q=dTY(neWa{g8 zw+3Q+dwYNX{vEJEaxyXy7_`WTaniIp<)*=aGyrmylVhQ-9+i`mbM7bNb^Z(=zfDtQ z#_sg=bUCcsdn?(3c>R_L<#d4e0Mzdm_xvj?21CJK zIXO(=HcS_3lv@lYgK}jB*!#P8Pl;cpW|y#_{otnpJV=v%7h(kBbS?Q$Zm6f@Qp%)9d`; z+qZ8zyyehsO}{t4kW+4DAWVyN^|tv}G%$7yzaT{ftd1VmqAKeRZ~Pv!DorodSsob`J319QinE zq;naXvJ&8>?#Sy4pvTOTmML{A%)i&wUHtxx!NQ9D|K+^Brd$78`P9fsu2Ee|?e(pJkF@%+rR$z1MEv+U}tA1 z#)Ajty#;ex%bxmmPG&%iXJutYS8M9%2!I7c45ok&)~Tk!4fZ(OONxqe0lWc|ls8cT z`t@d|1?}LG=?!A186SYTe!Yu|x;j9yXY4L87$K@`!1pB^+a4uK5d3o7IXf(D5Ga>? zHdiPVe0I?)?kVFdHa11C45T{{tog|B@k^U7ajvJwTVpKL^^Qw-1z$2UDyyl@0Pq39 z8_XyyoTQHg`tRW4dfHVVY-+vBCUsrg*ci0$CkK=smH7)(T~pKC*tpzkgdSE4rfX+s zcbHO0FbKv4L?w;jY?%oL4p36#l_kUh{D2Yt^1C+$=SBg^FN-Z;)`Rcq>3NtRU+oO4 zKTxmh{iLvqlkJJtx6onI=iKgA}0{P?k0zrhErt9*0`2HVS*tA}on9zEJQ z=#FFnG!zULl9`)Z>vQ8FCnpDmo`8!%-YX^xO#%Gs>aqm8x6BGyI4JwpHa4zXqcUC* zTAE?* z))&VG)S%TubJMCRz$K6%3O`@{9vloqqVT<|2Ai^J0eL$y{#=B6_wvewkK#OblVHB{t<_yeD?B+ zikcc4bLD1F8kD{64>oID0HOtRH#Vle-F?odH2*NC0GndduQvrcIzJx_KmO;>*XDi1 z=;&WSwpECp#B*CYfnW!z0%VenjZHmgeT`z=OFs zS_3hotD|#taV;x#KtMn+FfahTqDH5+9`K%^oB)SHXXHVFh>NW3*NBMWK~aM*dIf;WJ$`G?a2zd20+#irb>*BXTYkqTDs9gqxydQBcx zetvHOZCCJoM^;N!;;(~jFYs;#7_xTgCYGk$2vJbjUHttyI=L5wN@8LnD9V&VZi`!6 z(+#fsmpcU@(uNko7Aq<$`uqEVaM6cqjO`}A{_trKVPR%g);qP}#_KSzcV&-(Cd25) zWb`E2=qLIU!i~+%G6vFZ?E|os#<73`%+Jp!H{C3^KRIQy{Y@zd`=)Q8t`7X0+mb>= zlmj>((#wKak`ezoDQN{<_t_9I5DEf7$O6SFEhA$T$ZpuIuB=?^b-_7O`l*De8|(=H za#64IUu>eV9by~}=5wGm0hvOqu9mj$0=iBiT%V1p>Ai7`7zEWHOu38;1=t6$DaJ3t z=x~FNOxA*06U2TKM920ObTZoH2B`Q-aOYm?Cp5iDuh zzK7PphtL99;uKs~c6fQR&7$B5G<$Qih^J6$ULF&c;Z<|~^zuCnti)GFVpRqC_P2AJ zp04*i+XMO{QzlRxlAEct8UYywXw{Z45hy070ma3|zj#W!6Lv{G$=PfPyo{jIH$&e zpu~U&coEV+M=L2lf|iyRh-n)utFn>Crlx}VGk{FMe_Cb`bXx5K{?Rycl-AwNtrAcN zK<9uj1k4kwsq!p0jPcd>5F)T1R8&+fnuR~S@ce_uOAJ$f{;ahc$;P3PYy>6xboVJK z?@OTjfpQcS6r`sQxJi9`@62(x#Q$=iFa{ts$oX?)KI)#q!HJ=v@Wja2Sj5s2hugs- z0Bf)fAhLm0rD9-Vd(^VXpP0|Dg;%)Dx! z677for&!+8h%At_APL8~b7GY4k0J0rJbwHbR4P!i=;`U#aESweYBNJvT3V_%(WtF0 zqlu&#?n>o|$SBC*4-tr*48wLZdW2NKi{CvX$@dGSRZ+iiptGZ699am`rnsQM6NFGu&_iM2Cg6DwCJw+cWc-nmVhG~j+M1akF`B0aJVLPC9Kck3_3Axoe3MT4w6{hi*a~1V zE!I(?$CYjjd$vzS*l5ADDcA` zV_~r|F@@_TCnWUF=U#>{3+Oj{#Wks@s)A}m03ZZVR*-%{VORiafN$msJPaM)<;BH= zqcyq1Xl-C+`&=BE0Y_7WN1l#{?t`NvF#IHad_)?qfu`6&cZmST1rik8!^HjsK2ZB6 zPX}AS~a)pC4ex3wy%s?e~Cy15PUQ+yr=xj=F$YsW9)CRa8s{WEhlT>*@Dnf$N8ETowc1 zvK?T+g5^lh$e7}jx;+5cnJi;c%LWxTm_bTXGCM2F-NWOnuP!w>XJ|m)Tnz$l3;Z46 zATYDAB!CYD?=1k^k%j<2mHp*QQ&%4ipe6ypRe4^5U>y`T3QwdSqS zkL*!>^EarLAog;+nPzW6oM2H5U%-k1PZLRDfA(;4|2vMM4s>&v4mJRokhhoDFP~yzRhO3j85-IILht;Nllm**>bw?!5S1FW ze*6AiL0&!po06^hTb-ZQ&_on16H^{=w?MG~;sf}_A6#4tFZs`bopOG00sPgt_;^6; z>S}9i0iay{0TQXQtV~5y6P!84i+BroE_(p+0-;dh^| zwg9`1+52J;@k#408uzo%#XHD4U?Ck^wA}%o@&A^3Vcp>T@V_Ac{@wZFe@!v|$1kD% z0Y%GIkd*BB($(wX;ZcsITGOr;QKga4B_J^;g3mCh$AG~P7Ab){{Bt6$sEX3QJTF(& z=R_;*ZUV~H7Zye`10{ljB&4Lh0uM(YqN7qYm6iWY*Hr-yO{8Mq!c4ka$S-5^{>0$4t#x_7866Z+SjMR%*goWH!5}sUl?fLe|?_%|HOR% zrKtYDmgvWu@jHtP)cB9RJvkW)oEQIsUQWf| zj20pr(_C-+-wnTo#a=4J+lz3TAlHo)NUJ#bs_~Sb1^bU^{(Z*C=uK2A#Dy3u%Y~}N zK!e}i7|>hE^&C|vl2hY8Vu7q_OsucMN0m7?)`cW4f4}KbKA2TkS9jsR9Da|Y3L#>n zNx#0njxLA=$Hnmp337_MjiyV}Ck3F$nc_zVF;aOu(=-{(k;8Dp^I|%?1HILp*>yHg z2$lY5xsGbN;$tg`{#C=ZgjOuje=aNL`M-yKpc9y6gkFgB77DJI_o*rSKhiCs073{ zXN2`WwUWFW_sjEO)@5&&BwU(%Z)SgTX;nt_)l=v5jo-2(ef|AS0x;`|>ZH+oK2Z_g zV3-(pLM0Rb`^}}} z{Xqq#h~#JC70#qE;NtYG92zvb8CXpR{R*eKD@7sT^=i-KV?OKcTvCoBdWYi`cNyK*18EX$zl4&q+@cU0FWC zd4wPJz|9|O#jjG&@mAK6xJ|*zDi1>Iu0ftM2u#OV{q!w@sLW?WH+%)U+VXp|wviu8 zJWkV4fy=Ab3^{8C1FRmyRa1nU=J(H~X>nQScs*u<`Nz#!n~$FB?j{~joXvXRcfX>h zX_8b8m4ft!!8nI(=6j*$3V8FT3pCUwb`5{1u(L5{hgE7`6LW3$H#C6s8~*$WK~Fg>TTuxnB!jBgRYKc2OZ?5uWq)dEvkE3l?HV?V8yq5Xsc@H7|G{tcL z!#9wqgB@#l_oYR#{r>7Qs&h7wM`1>Y1-Wy%{A(Vb_-)Eblu0N4(V5<5bt>(4ATriE zZlvpvS*x3Q$D$jTcc)|k+X%)2eR|h1G2oLy5M>= z%H{s!p1LnqReg6ZzI;Mt`*`1+dm;CAdCOX%+Y`@*4$@F{uu9$yr8dtP_mAX+QQ4Y7 zvL`%=`2&qN)>Jrk@0NxQe^hfCbr0`m*s>;_vCEY4x)#C)<``nJ4Bu&}M|5IwIU8_2 zHA%HG*j@GQX563q-4s@af;y0kLGB5~d_Uo*ZR?Lt`xFraCiAjRjC@>gQa%jPMtzU(K!M1JaPpbj$bY zbI6X~DKV9@n6G1Fh>;7Sw=*5bK^tPm%5|?6IuA_-VyAqWpSa)?aGS;xHA6540yKh{ z6L*BL6K}TFVR8+jSiE+zwojOuyHiMkO_E|rU9wLioU_KbP-oT>Q6y#Y7$5(pJ~Y-` zQLc47CZK3)W{toMGTN6eM!S~;;Q;^r*{43S`kj7XThyp$%O z(5V^DaNCB(+<);Sc6+YCWVnI>IBHT-t{Rh4`8Ht& zDPA|5Q!oMip{X;mj4}M*o1YKrD=} z;zNv&7@E8PCq!W*=nIp5Q2ae-lsoOqg*1W0Kj@IYLcBxXg!c0#+P|cuT&LE5&+vTy zs877Bv~6}R!O~*y)QVr(u}?|5u^;w-CODH_f#`quT(GZBBY~b5rW)GA%+x#MZWR=S z^H>6KA&TGx;$zDqo5(k6O`1e|tg{~Tt{>hfze%OONjzHqm3I=BJcs;|qE@x|g?g!0 zTloHC*^!QyN`oF%s6i+yVV>^vmuKAS{U3siZUf9OdtZ&Z*iM*AD&RfkA;;t)Z*Mhm zy^g}K@~D}mk9MI19;ig8!4c&v)1_H6NK|YJ-2CRK@~=9Vn)6}ec|#50ScHB0yza&i zaZWbZY|JbwjmL(o3V7wX@+U93^hu1Zbv$>w%`rj@S_OBhsYy-3`op~==M7v+H(1+0 zI+@6ww+J(6B38{uxtDtSN9eNJuQWTjYoJu1nJiu0f;Y<|`{#3Q84mi7jUd|-HR$_B zR4Q1Rd%X;!)Df%SuxnDx$j+cxu}5;$M=iIs>eP3ktW{>k_dW6YM%m{GXM-k16*V<% zV(uvNt!AnKkZpH+|7lJH(U1S>;DXIHQ;^gnJlHl;> zx&o7&nA2VB_|%N7h5ptsJ6G!A@nITj1gi3LT0 zvzb4G?k;jZy%LlCwf&1!Wcks)rr-s1U@ftQL72QonvVuYMMsAjN5(*-6LCDUkgX-C zO^f?I;q~Q2yL0?Z4e`mzJ0^*!(sfe?lce>zB#Uuws+w0{f{ZDOPOUlkQ(Ni%-axM; zP&?PAOy;ZEYO$w!Az`M(;lV~U+7@?ykTSa2bB@E}#zRP^sOFVNhThGXK>}wWE-UV9 zHtX65JbKIgcR#m1ZpRTGp2mR#0x&o>2tw^Ge3Q?$Vy{qS znuW$Zk%(C!I$fTaN?uuv+*sU)?k6Pa)x10gwy2V=na;35gu`5OFuDD?Hzp1y=J|{R zDIFc%3Vo>c=4zswXja{46CU00uS-cVRLKm-DV$A_3Nkujr>z_-9^sr=czGP;inzD~ zJ5OWOc&B2Wy-oYMHqr4InFUgj0DrBlwMM&yB!FX>ujIx6?NEqEk73f}OgW1Qy8-G8iavJ%-#{;M0y5oHF8Mhc8ahpb{f!2hPR-66iBzrbM zyhdY6be2~qd)nHff||)GqYQt*T|1XFwp##+7MgZ1);pfieM&AQP+wOWZLa?0W}NU6 z&?7Mw5}c_xXxXSMReBT0+pM*VjCu-9Ee=cDQDk4zl$cRjallwgO%BTeI*+~+HqRq{ z9Ch_X)XcY56AYBo(QxuxJRKiCFMHrHOzU%@-)&Fx?(7wK@zLv+Hizm&{yP02fLLJ}fl#et(8$2a#HwKLco(67TEFJ)@_zFFXJZA?IN;k~)kuJ7lYYq_=y7kjIL%um(?TJM)0TDglhRI?I~5{C6~>j=Cv#rJACb;Eng8-7tMI#azxSk=(s&~oRa&Z6)+`#`s+ zU%9YpNzTy1gZj#t&xw%AE2sA~_b!5%iOl`ct4mvv_bnO8e*1n9vbEUE=Zgk>L?MN@ zcR&-%30Fl4p&c-NgrmXcCFl|p&40@9MttcZGK7X`R}peFya(}zp&I|}p{1bzr!5Kp zmwWP`cQO3OFZqWjC9bnK));}Wos*l;@!8Gq4VHo88ATghA@XyggVXY0N-UUf)VYws z+qYQh=ErL*bk8Z-Dfxj$09`g_Nq4PjFxWHLXM4mcU@%y@qDl>yg};c%Jot_eogl6A zHGh}8h^*yr@NSSOlAuMltr9CV_~uO|9^rziT(ap zpOVX-raWo!-r`2`t4GY;l4LfCb_oqc+gy;{mTkVtz(kd@qf3Ry4@a#_{`Lpni1>J9 z`m}~SdR?60?!j%a2ekZI}sy@ol>(~aKx zDSr9}bj`6c(@hNH3_?vw2`MJ_*7{Jp6qVC`(MHlWN@KermkUZRF~X-d_7fdFvx=Ae za{lgD#ZPfKS{|#oXKAqU(r84xw6{K1nQ9L_w)-X^$3yvX7A(Z5oXQ84zA?Gam)LQX z_1}UXA01C1n}t|~$NEO~gcy#NH>slYFv!=%k3tzCmd8?vSxbxsk7Q|(U;P) zfDh(ciM5Q(?9W@sUztyBe0)Z|HT`?SBz0)~o*Y79?q&N=N<03AXyWW?jgIM1@Nao( z&r*~?qR4NzMuz42N3T{UkB=Vwlu%$Xe?`{5m3NVJmqWvqXRZx3 ziCT!h(Zrdsc{0i^l7UVo){mFJafIG93Ca10L0FTfOU3a_)IdYU@|bfszulbBbUis$ z`WR_TahrscfzViyGqwUIE0fgjf{7`Lf@V-p#Ld;`O%-0fC)NfMfp+M4Gf+nz-qj%P zYlVKz*zn?_uZd(%cVK8NcU{3>7E6!ZKG)2_Vp#w2Z?xJw=-A5aR-1W{%mL^6N^<-~}l z`1Uq5@N9IcJrd79k~jAb0KlK_k#rhJzBiLSm`qJEaQ#6ftn-Ozy;eN`_NLov@lvEP z&sbHcLo?h-v-a=3#=fsb&!YQ9Gey1G9UN@YaEgRibatf{W&PdbC~>FXh5hi5M7y|c z>pB_k{3n3db!S0!si$k90K+NHYsQ1?JgiV@`dr!lW(%%L3f}#%zQqN*SCK}gm6t~t z#(Xb#SoShqA=fq|-YFBTIUw-7GSjr}TPd9{iq$5C<_jDTw|;r55=+RHN&4)~9=MHY z3!K(vi3^t8V7LNY)zDDUt+Nj{Io71_$cEqx@#m(#@STWhrCLDY`j{$R6|-9S_kp(J zIJjFjxR+y6WyLJ%CWA!o^W(3_T7x3joxe*Tt9%KGL{KgnEmsw@3RYJ-uvEP=uP^F% z(XFTf3#2W6g&{)=``_n_1e_*! zTVJt~B~mNtnZ%}u5UJ>?%0sFZ;wk1_0g1;X6@_x+#Kr&IpMmLVNh!so(dji3s_1CS zLmtVv23ejB@kH1(3EzzO@lz+5`ktLDK-?wD+|JoVyTuk10^HG7@gGy9HUk%8%H-CC z@QRwNZ|&UwxV<{HJ9YCMZX_A+C2(=&aydiP)kfaG$3Gkzgrt#RTOaN69V&&V2VnJJ zg`95-p7@ZfGKVOmIbjn`-QgaceB{SA;N%#@Z>N%~#sw<>qIK$*WU|%!=V7fN)5LGM z&0_2#vu{yi|E`6$ZqM6+;?RnxRjV%;e)*Dt1DofvY|}|WtLbyW4|lN+v{V1p&0hbi zT>mHchy6ER0*+Ka3M7hnUxJpF+i`;P@O1>D7o5@Tfd-rHD6&;~*}8-o{aa+egR(FF zLr$Ff3H{ZKSufg+DXj6<`TacNXfV2 zlTQG;jkGjxJ?o0RR_d7wl4is|B^{s2j7u*|N=+z{Q;|_&jZ{hzwI5bLR9W`UYsX`G z*`0Kd5V}`#k2wi!Cour#|OqCJC&riu2|L%3@4xhMn9y1d& zQ$4P$)tdz>XI}$J$OZZZDe_%%a=5j%tpU^tzN9bll;-3c1Tr{3JJ3H!JZ3TVaR8`_ z@gdi9+YIs87)7#5ZKvs}?F9Y!lS`uwHfkr!9S&dJg{wif`suS68FRFYPq)?2EYo7o zcA2weZguN1p|7=SHl=# zdx|NXO7(X{d%RN8(=+GuPLyG}S?0eGhfX4yG6QuN=caX~F7IPgzzs1bVNK2zLwjf^ z{xohMFSo`%n3janup5Y;J1PJ)^QTTzen;pIT?o!)g=8`+$G>`Ms~i?Q{Pbey0*~5y zb25PZIcXf|R*0Gy1ieES%oh`8Tt4waIpGpK4&2gyfg@19SHn$rVx?1QOE-3Gm>ep|z54kk;M4!h;M z6El!Xgy~OiF5>6J|3pp6%$y8%ev2*k1#^UH(xfLi2+BV>UmG*3IANciolna`)&B^L z9?#FS#2eZuX^}iN7_Hcyd=sMeDTNmmoqOp=r3U453bFz!E9 zdYmF1J#A%M_f6(HAgfz{0?DoONEjbSRX7>SaM6CeZov`yWl`ZVI6Cl_xnu;G{Dq05 zJqH49j2VLw^)IwC}Gg}w< z8Vy;OW_LJ^%ECj(LPti>AAedB{_vF|)c~CJ zV-k>3{sRx!I~06UNY9SHBH@&YGD4g@rSq>@G-YI_7kZprCcZR_H~GYK`QdQ%?fgvzi z+YKP3LjluvP8Q1vSTCYS zfcMi-f7q|SN|htMvCE3VAI!L2_otwV3^L|HN7}17EDo~su;^ANaJsxo+1|^tt@ZA4Uc^dAcK0YB@&-R$#(%w|RH*q7O z)AuQ9rRS!dZb6Ld6M9Yc2tjA(&e0tP0s=8ijX8(Q;xotRFZqoSaaIh){u=eMeu^32 zMKh&2vS-0Tz#WrDhYmv{h`jTaW~Xa=Zho#tJQwwO!SN6SU2G=9D{z$iq7$?d(BeMw z6&w|R`_{@aXN~`&gl%5GX7x>M72dp7d^KXZ?aARIA}tOyG(yYUzYAb9BY0oud6j^> z_foz|Gb#Q0qx;Om*j^humz{$S2%=TxessfkQG6!tKR`c9X}VtgR9my5S&G)*fg16k zxVIz1;ar+zWaf6`9qJ2;LTS$1;ak@A%K(vJ8^c~w+XI|k%-8`wGhBO`e``}IN5{A| zZGY|yHj1wupUCwj-4qCaNF+rrOa~5MhDvHG}d2s@nCS1+1M2J z_f%*XX8*QhLZsJA(EnL@LeqY(gk+~lOz1XT8=zmA35|)=q2s23D34ju{-s0Y+gVg2 zaOn&9*iQC^O*OkXshJu37Aj5LJtXt<%Ia1t3tdT070BTz^MG&0ce^+mF$NW$=U>|G zTu*{~x}h4v)T&xT(TUEe3mGE`D~B@x-9>So@rP5Y_O8^N<9rSy>5*z9uqve)ciYX# zSl3R>WQHVl4YRduMwUEJ0Zg;Nc|y!Z+A_d`BI|X@FeKP&h1~sl7 zHFuo*ti1z~hGW$iABEGgM~`s$ zc^q1?zGEu53mNomBO;vr#f;qDr-mZ05(S=n{93{+W6ZbV4V-u zXJlaOC7M``w#-0ntDJES3=}=jXlqe~Ocs$eRwVzsqoQ-LOExy~c%xgGy1cABL;$&H zd(Nt667okP5*K%0mY?}!qS$Ze*+iVf1bQOhvAx(04Bh1B;26EE{6YoDXTdzoUN=b7i z%$8M`)1|j%V(c8~E7G^V(j?@qnw5}Klai6)rzz;zra*fGPP`K+;LZ3X@chh|VdS7+ z$(&eH>)2s}p{8tikY@gb0b_FM>eHx`QC^*2WM##;*>< zDyB|GyqH2kf&8+(;|@wyTK4FYt**5%PsQ&EEVb-UpSxWhUR;x7@Ro_6_Mg0M_Pr{y z92m~i9ANHd2fXO-x6$(9;h28?OfrHuic2O=v!gY;>>t8T{r4=V7EJ8jCAz~W;~smp z7Z0oiTW-gtMwDM4HV5*kW5)li5`{rwb*1kNd$%0>T+o|;m9+Y<;or2={gT`q2`e+GhG6LDyVJ@x5IePhYhqr1xqg63Q2}PNO*DGh>hAr|pBB_gY-S28Pu|E&k3-IrRRb&K9Yqeej zL>bfg8?<5X1gR_inRI&m=O^7&lj7VvYGeQDt?ZG&wp^y|F3uYN4c*)3hH}NjSfWkW zpbhoeh2mxVnOTSFKQuMCG(G;l5(66mlHSIY_Vo|s$< zSHWq|0^Jd2Q>&}ZwJLa5>;}S-K`;A@ly<&qs6_lG;<(dA18jSK?yYLh+IWXBZ7z{3 zL=h$2>$}qRrnqrdLV?FT1#+Ik_X;=R$xH=?d})Dm{HQ#s&Wgpun!&DQ(4LWdg@}@+ z3!hy%zUXw-I6m@p;hD*p=)Bq7*&w8hW}eeSBlA03gujNTJg(#j|Gd)sN5ik*?v_#% z2@qS_P*JL^wVbEiO-d>iz4QF>ZQFy-t_8_9@2zA1{n1Y|Gv-_3kh=X+&HL8e&wemy zJxqLsmzw5yAJrZn0t&Oc)ots8uYslO$HBY*{;$ydzeJn<-QT*oJ?S4^(w-gzC>+!Riz5P#+Fu9Wz^Scn}Up}aS9td6%7I#F=;X8gqJ3qgBK=bN%YmC#uRnOKKjVI zeMEv@3Jcyur|_T&8rqL%U|&D_-%?vz2sj;hLB&#aZ&9L~y^rE7#dp51@tvx1X^k_< zNr?nbKk_7VDFbewR9)EFa;7*|G&dPR_2n6n1KFjqv;4r#Q!4IaEQ2!PnoBosCLS(N z@0!fsnSNJICDoTdaiWuczuyo{Z|%-({hH4G^yyUPOO>1o7C~OKfuAS3u>|<@u1<~@ z#+O?`r2{cxkA=V=I(%k2Y;KTYefr(D`lF{0 z9~)@Ksw&O(_7Xqm7tFqKqiQSoJ!dlSx=?yG!qEh06TF_khJ8&R@O!=46LyL5g%Vq_ zaGQkL|Boo+q_fB2Tp~Un1Lbj9;`LL9vs6Ca_B>qNXgzSJ902(S*DV4*^Xg~R?4k~v zTXmapRy=by31LNZ*U*GgwiG2@CVxu`Twb>wQYpn9yP5m~fwVh&zk8Wi489K3>&*O_ z&(6wdO3=)xOYkn(Sq+#=F{q2PwH{r)NXLPItV(&D{_GWwrY*;1paEYV;j75cr z1uZ`4mzQ(pQ~E9$837yfS|6@@A{I1(R z5{i^qDJ$qfMXDMIifE(>5*AQeAcQWV2)3mLgjGO5nshLMxb!Z?h$2Z0Az)~s2nb3D zgcb;I4#_&76{>diy1Pi7dJ ztgfI3kD+f>;%4SyTZ6pI1!UEVXQZ(y4vyly<0xhB&}&etUFwl53mv>GzV&4(L{-AX zalGr>Xn}dT$I(hD=?v>guNRWtyh?*A^PGtJ2JSUPBv$h9opG?~c5=2t<1M7S;dFae zdYzVBibz)Rr02#C{fP1L7Jk$(kT#$GXHCqj&UuY2ram{!D|LckUN_(+rk{4IkWI2r z+ckcN~u!8M}I; z-rH(&Sv_2TK^#_4rD8|HedyEB=*Yj6nimn!`6@LoI$)bt{Nt#6de2Zj!0`T%3%1!@ zHaJbND)2>k%}!X!5Q$R(5+?{F%7&BD<4brC+A5{34iqb!q?#)fnVA667yn4gKxV}c7Ar*FnD-Vq9M?(^NROY%ljd60ZO+jC`ue=jzL^UEhjU=*1m3W`zpTb$;`WbX*dL9Eg{S6 zLvBSs8XtNxCpLgLHG2Hg$xwq<9ciz#Vq!sI92sbGjuHF*oe75m|KK2us2^`}jBp$b z1`lnlWuFy91Kuq`JrTeY=%UHlyWBY+$lIZPfR52A){H1I9`$|f-0pACjNpv91;z7! zP^yKPn~uDm+YqzR_z|Gcj(mG13W2*uX3=^|Ck7w&&iN6X5~^899Dt)lV>+m0YuvzL*o1Cde866EcI|Cl;9R~SnDJ4@C zXbOMj){hqj!q$Mt!IcES;@~3m$DPl?BH*XW|03>hg?f}?_89f#-P5akp@}LFZ^+$Q z$Ywau;VWqUO&Yo)TM7pd9h#V!pvpUGR&1Ttxu@O3 z4oi}hODnQdQ>ggx17r{#&K@&SEyO&Yr{Ob4g!5BzsTK4qKup(J%aVK>!?z(#p-!Kc zb@WB}p7VeT39xs=V3B~}`#4e`key*F?e_+YKu|;YQx^uX&uF8C|N8RF>E{*7dnuhi ztRMah@xQgg|M31FgxaG(d#uPqDhn8m=vFQ~s?G+39wxYxe|0U>8*8k`B>H!>xRA)t zMH0Zo+o#0jN2dk}@lUV=r_?-lyUp^*z~I1$y1@&dbgpC#)%Yk`f?{D-?1yL;*t5w{sJ>ctGd-I& z+_ACw^&rEoRI+>YEP9EmSMA9XuVBz^6s-AJtVl`$gIQ%tNL=ohgMMLBcD#1Sk_~-S z&Y~{75MC1%Srd({JEQ`hwIT)Cj|Iz4PZMWUjMQ@6O#RnUd?8}?gE`m8@13P81t-CyN|2ta;dEnRU?dL#Qv}kenXg^ALhTz}A`b?Nt=<(@9%7|S zPG4DNs^m6QE*_2fDsNOC{i)xpqlZ5}g)dSE>0G;c;&fl4Q>X+4ux{%rR)(E!Ip1u8 z*(w$!;~jf&j)7UR-Iv5=jMQ|UZz8p-uDeiAa;_r{T_I){NyFDI4Sn^1PWYWyvonQ< zxRG2@h_;I{62Z^Tt5nB^`Ms%0;|eurR_CQIjxme4w}XIzG788b6Sj~(+%-KrByeCe@!ih6C52X zSWZ(-moZ>)zwa*XY9esw1d}JXv7`~i@ZqCTAISkZXHb>3e>l~k?Dq*I!yIlv-o`BK zT}#=^dUPJobxPWNtdreljI_f|I9;q*#Kf2?0VvboEDB-zcVX1z=>ExYmB zqNAN;W#g@=B=fY1cX4a#izAkLo4`3F|FiL zkjU>D#bQNOpE$pXs0`|n)AWp){c(Iy&2{plXRE&RTgPkUcrt8())Fwy^J_w)pHTJR zz{Yc)#?41?(S*x7?M<%#RAhDS%OF0N-bFPB`s0$_$~R`-y9ft825Ba-<5sFS z9-+z~ikORI3ExPTt_y)czvxK&K+(9?iGNU@{uTkQ6su!L6xe25F4w66O<1y_{-Sc=4Xi)WZFQJQf| z9T0$t&z+|tKVDVTbWqZysTy6iqhlKFU`K=^3iwj*qWJNZ`{gHLQR!c#d3hg_E3$*Ds;astZ@1xvu|o<`QBmKTHxfKw zXB*J^UrhJWi^(hCnfvKozB2F$y~>qM{X(8k`z5-AX#KtkPs8@e%uiLej2|*^Xr-g8 z8%)Yw?a%O1z;kkRe0#dBaBIgf$=4ryzaZhWE>(;sZNTAi#MA~7ARtzbl%Jn(!!%{~U+Zrter< zX^aavS(h;6gk|lNsHm);b813LqDArxxj3f5?F|&qH%1Swe$-iIZ!xq8o&G`>EF(FJf^8=F>eSLgz){@VLB;}__$$<|(FOR1g- z$fW0}EwCOmomq|C*$Y&WWn^fw6pK0`O%5^2!Vbq9!cK^2<@AWoDgt%rrYDRP+Qpj= zE1{NG+(g5yQ6@edG@mwK5#y_SO7x=VmhMG_N4KuN?3LJl(RHx3#h0O+m|MCUb8yN) zJNP`!(D;o>5`mW1+LWJ4=%UE2tKrnKy#Mor^Q!%sm!IEq?)@52$Ldcfdbxu5jYdX6 znbdrD)85|MpIY-(Rn>8?{_9XlG8v!Pt0}941z!KqS1+3JP!pFjQ-++Ps{2G1q3RvW zgNbLkXIRB!Q9_qW_*P-SA7AZ2r#I|J1wEG@-mV!In>0Gerz$)T zGSgl$Nz=ZndLr=ZgzZePyL*7BiHe(lwf}6MdD0$Mei8WhcW+(CO=%FNxTmPHo4Yw5 zx3sE2MeJB3wQ2tlGA@sx7^<$WZjHHU=$p@0tEq`k(&7dds!b*J^m3Y;-3IiC?|;Co zCqt5wb~}X~BP{<(6&?UxIKVLE0@eM~C*FgcIy+b?W~JJ+QB}dhGGF2*15@GX;<6ml zq->Zj6+ZdLN*``wrssg2K|0Xkfqfzw)_sn_%;p2b!;OBYr7zW|~j zQNnXG7o1EQkTI1!6@g`5+JeF4`= z+qxID0qEG+g>We-6jrD|iABoA@~(Y0DUheUb^i9EKq=q3e?J+@+%S1uNBjBAx?K~Y z(CU^xvSoGa&Jtw;c%1LGSx;dbuyFA=AbI?$CI=b^`KT39>B5p@2csaz+Z+L~yn-U} z%rPsNOTn~=a6BB|5t};yYG0qnD1cOODjWtsi8)ARnLrCs2?eR1mA-ptSzgCRSv59b?gxM}s!-&!2Ux#P|3 zfaAE{Mxg<${EaqTcM8fes6u#_qfeH!W_uBwtwn5{{de|6`ln_s(&55|+=x>J!V0Hs_jG3Wb-r-{@j17?WeJ+=N{q z1C{U(?pwHmhxF$fL~ie#LUeZ+ebh1@!X$z>BoFUU&i#V}F#p~jRf9?qW@To127)5Y z@kyGmZCK!z31E=9)9_w`o6lC--S_<>dx#TX1^(Dq=)6!KPBwmg*THNaL)9L9-}{5c z@^xR?%TQ+wd&lnYC4;Y}d^&*}26-mYd5L(z+&;CPAm{kA(2O5DIi_==^qj0(BhWj^ zzJU6gix)|b1togEPa}c194=SOepL&}om`biCf&V4W>O!Q*GkAvDpS}xXBb(HH)4Zj zl5T1`;q7VS3!=o0FZq-8Bn}^oqIQPpW$>-_ogScBF+FRCO51;By?U+TOazTn2t}x( z1hHJ78xcPRoao62QZf5KG#VDkyDEof>!_c+i|-q9S${*%TTJ}lV4d9Zf7US#!VF3gtuZxK7qCKXNhe{Dh_hmzbstVcUC zm3zYRK0YgwnbGjaR;}Uxs@`TXRIbA8HA8^=^k2u6kU4Y8AX!B;jKk1iDg0!ogo?yi z)6@NgE@a6Pv0Hc_Uwd9#D8i5#jJw0*Q9zs9so6~s<5p1k#8Z!%oQd$_1_?HeWd?q-40?I;~g&#sgzHu;i|DI+v^n3X$E z_c|#REUnwq%>@!-!m5!Xnd|s&>Qq_n+bg?$L;Hu&XgLO|WpK9J?~UYyI)Y^fL1Ng(KoJ@M5tv?MYMeLX=3y^>0gt zK6a8gO~bV}&8!-lb|@ZMu_IcO)v?h8Cj=EI{Bn5N+38Gwk1pJf__(zHao$78WB&l3 zicU5R?_?)Utm*acD>eFenM$t$p%Pyh{LyhqV@1s1L+SD7OA6l=fPY7`tw|S)_!~iI z*l%{oEx34g_j%J_SZ~YAorBdMA)4a8J@B4kjnHVm*lU1wr)awF+$ty`qbj`~2fT7r zCpKg&TR-ls9*FA_vbqOD78TK^RUC@SIFJCE(&xO=!F7o)Jp&?-18)6wQ*dpA&et2I z57G6;eq#G~7O=9aAAq^K(-35GI7ANGb9Gz0`J$2Nk`&#|1GoPbZ3 zqYi9|q;_8#{VDL)SkB<|~I%}XGbH)ghXN#VANXm9vqg97WD*4rL62z4o zSz+jE32_j9a7wwd-@Ienlb+}vUL(sYeS-cYC>HoP09ma=o}Fb&%GT*yFDr$S?C6!3 z2i;s<TNL+v$P2z{H(>>U36%bt8C z*!8jOp~IdvmUhwIiBL$yPHcz}6GJO&T_-E;S`-CpN`3Mf;p>`SQnG|KvZl{YU@G|WMM5SP=Ei4l9e5#Lj=09pQh3zi>g z8Jg!ycLjw*x1F^xWhETBij(|9JFw4?qe(Zmlj{?W&>0RFkHy7`udXIsqN|nIylxr} z8Y-m?7@xo?k;rpXAGCwR4JIdTRab~xSig~J7D1+_$q#Km67#INqTxAG~yCX*t=S4aO4&HB6_CpYE4& zU`g6ehf0-nMbfaKq(J@sL}@<@$(qCJb>QdE`D4E`@YX7CW>Qw6OZR;I5nYAopS$_C zkF8U^Yha%@rI?GgTurulE!uK+g$i=IK}Ij=(2Mo%b}!qlAOXC8n?=KY6$kT-}vId;ZWT=1;OO`KF7pDxd6?}9RecWsw^J+t8TEI z237trn&@XD3$H!&5K;U-?EUj&iI1O5?qW#D&HZ`O(A9(~j8mA`B#!)ZktM;?;X7Vr z@3?txcXu0Gzdx=FL{(OR$3#KODwo^k{W+9t-FKl7J-u-I=#1o6))>4Rw)3`I2e;vY z1t|=W#FX%cZ*qL=Mq3EA%s8{z@!M?C0>QY=TGM-~iY*E^vH_cr>DJb#KnlO?2Gj8i zYbjy1I0bB_95mofMS+oBTzSG58%MjkrG#Y9QG}_@H%GyjRmh-t=${!^6&F}vD#(3W zaT9$h)F7)ITPk~smNjB9c@Utd7+Irgi5%Ln^wxOBOzjZ94E$Y=+8K4x=td^@eWczrCb%!~<}M)#%O`AO7QZT3L@v#QN)))s zHTMJrN}v<1ludt!84s}Ku5K*4RqIc8=W-b-19B=6sy&5EsXn*zAE5QEy}c4e6kMt$ z!*Z|8Q6a1Nx8bJ453E{;=t8_ld=R90$Y$PZ--y^i)Ka{ZUhH6ssL+Gy;(wLv1WLTO zSAcF!EloDWsFljIFy5MUozZ8sU0~OkS{?D0lU{1o+dgoM#iyZ%2&g?Wa-nKDuPzQq ziE$T5NvCFbZ!>^p)Fbl~b0wUIyKj)DR2hOct!`&%ywQ9#d|7UFzHPXyea#eHPrzjv zedjGuSoiI!rK0c6m-1#_A~h;SexZ*vZ4X9%^o~CO1MT5?vA$>=>puW zb0BxttCic4b09WWsm{VZyC~>3?VSHRW_WD{H{i$JfCT7W_~6>xp#c5+(jzWN^FNwg zGJRtaNp;M00p(Ryfx-8spAZq<;QIP`obFsI0+AW?SPXi1FfBu(wey~QRdb_kDGd49 zE)F;QL5s7qUJpRP3sbvnaDQ= z;g^bNa3;>;dY{c2E&B_NWB=L)41h&Fo{`9t^&4t>r*Si~Z0=a5IeK2gRZ{%o#5uT* zrMtEH1h{z1T;tF@8FAl=azFiPdkWDh;?kc=vBZ}%mJ)&8*^!{8Ziy~#^3$@ zBjal~#@BH3gEZ(dgygQ&M{L%#&7p`w5Y^vj4aEvAZs}m-U0L!5?T5Upy5bk-HEiK) z#7lBfFn_jYq?dvjG*{DWF^sBOx^!g~AIwzbPOOR9E&im3P%Z*@bION>+c<(^m6R|P zrj}hS@V{e`CjVViREp2xE}o)~NTgfqzu#G5YeOyXz17~5g|geLU??an70K`3P}SA@ zU8vLQYD5$TI0${}jVyr@nEPdAWz9{lV20lxNfWcb7S)Jirgf9eb&c>(bYNd=@uGY# zw9DjME0mR!k2z5lVn24|P|C)} zc4E)Bs0>O+K5`J+jXk&&0ic%B9!2njAh7FQ| zwOIFKx&5Nz{?bs{)kX=&XlQGUwx2ymh!dXWcU;^K=VFVy?+OZ4m6Q{|gMu))l7FhG z(B@--XWoktJH8tFC^66-t%A}^-yD|JzHp109wUW}c7OaNSf5Dm@sK(M1jTn z-$`q2Z|>m5uV!6}}edx|!AT3kve{#fy-@E+gRhRp8)(M}3@VY>{t4K|%RD4Pn(^ zq;fhERwn|ZL;M0b9UUDJ0UJr;Rt-eDFYotO^Ewq+Y1jc@Z30wJj%0^CUzcjS!% zL{4sU**_tJ>i3i}lZ2R94orkesNEqhVu`#x(8oG?+Z0(Z^99I5ECcTUolS9{Q?4&YSSok|r+{5$7nLH+0 zPp})ILB@RXGR1R@eOzJ!X8Utb<=)<%dyL%;_?DaC_hPnlnF+@$#}hrK%F0T$W}}{3 zw9I6Z{VWx=eNRPntgW_{HXYGx#w+^~;(1 zj=SjzE!}5snwufpM8tq9Du8r@J<2|EZ@iNOvnRzdQm+;{P4g(&S*RsIF$ua3xj=sc zSZjpx5}-8qHX0hw$>!nwszP*Mzt`eEMlatn!m+-va(sqZTP&-dU$+@K{pUK zt{SU)yVMaFjZ#=3&kN}Ng-I1S8jy4wG5#=nITqUviGTT?D=6@jIdZvM z?(aUs6HewNR<4ll^tBNd&R%xQybSyhLmez~bGjAzY4*uv1e19UAB@9$s)aN#6_r$7>#vW&;+R~S&JbN zAqA$!wy}mk{Q;cV?+tn>2ZEzg_|K5u$N0)o*i_mAX+=f5J0B^!-RJWD7T zC{GXNps*~IAtJJOEKWw^j{8qjH=Sl^yYrv^lM8*Dibc#-lh|m|jvJ7{$cy8`16vQ| zi8y_iz|5<;)pOEvLEa@+&z;Aq2`&k&WC}9D6z_)^2`r8qJZT3%I_(>LQJ%6*NK^;@ zogjK{JLcv{0y6rgj6DttGOZOWb0Jl}zuXbM< zu|1Z1!P;Y;`)vz7z8hBevbad`LwdEsI+w*S8|zN!|HkSEf8Eq${EvJipX-9oHQCbu zL1bqG*ndF7qi2koV~RVcS;~BJQ2C$QHfuU!#L#u<=)sAT5!r)+ERp7dQ==l-D<2!v zz(1enD)3Ksd~_qaD<-#=w)n)n=!mbZDHB~G5hfkO4XEbo)vnL@(Zx|dlnbGvr8iv# zap%us&uy=1u|iYQtxm2ae1cqL8@>V@H<~WORL)tV95CJ9+!yFp|I-Y9itlGk<`D{g zm~C!qc&G5$pihKb9fene7l>oAbrDCq`DSoAK`OvQRvIaaD4s1G!m>HvT-n%I2*dGF zlK~&M4-AizDs%DwNGcL&i>~Yu7DUe|VcRaqR&a&)P@QbpTRdv_u3>G52kyU zqhHSV&z6~=#)$mD+(Vf2+mCLen_WR~VtT&l-1!cM*`UZ<|9h-=o<8MQQ7QJJT{m+M z)fm7yzBJ95pZ0J(aJa2N*|O?l8V`*qC|#bYrG+pqY)*Gs@88Db2~W>Vb<8!k!R}VF z#bh{905X0zWT4?;LG?tQ&&x%YjC-us4@w0KUAwQrf8o<^#<}CTHzE>2sTh6w`nr?8 zH=ot=ZeUg9hmPYj6hJDtD8!_J%YJ=xaY8z4oZzPzBsC+~o zpQFcZ9&CSD!0|1)Ni+y#|Hd2#>s?IW!-nDK`CDLvE(+27Y_Vol`72|;>_CW$Y5@B; z{z-f;qZP~%3_a-|T1KaB=Ff~WK(4v$kF>Dv!i)sZXkH{y2ym;~Y`K|%j1|znk=~ma zCd}Iwz-b4drQ8>wwNzeV>sL>!X;qN1B3Rn2@qJNITBeHEU`TGUQ%Xh&roZ*l*9=R2 zGcqriQFFVX;$maL+4XNmxuX2fd6=<*y4PziTcyn4gdL(v4k@VUzbP&8q1D&-Td~kM za9xJ8Of~al1QQNAp1pthsIo2f?SU}QT`VAO{w0gPCljNjLfDuMYrge!dg42egp=M# zJa!7!VY$piu?%do2^vNUz4QKO#Zgi0CRnH2vvkXLdp-Fiv+4*0Vj#Y5c(m1MJ%MVK zCe+Txf{h*5%&Ooz+B)zdm`waTGKIl*0kge+NAuLW(SB*}vc+o8wbvxd-PYo(+!CY8 z$k_8nhe(xn#!J2yT*{-JfCUV~I^oD_oprsW+P^ok9rLR)D@hPkigB@l*d@ujX|-Y# z?zl-u`66Wo^At!roX4>XN}Xzoa&1wY3_>xoiQ`&HRdx_8nr$7+cgLYR|UwtIOp(0+Cf|i1)!O; zYWdbka~qLpim5iS_Bt5X#mIH@iuBnZTjlF^{@NcuTR59PRwoO?lOVaJyM4XllVhEn zr8q}r&h-DA1rW^poKV^wB8gW>rxs;t-5hoIK$uq^_-au{6vK*#DuPU8zE&_|Z4FvL zotwa{{X|$^e+Vrh$!N+wQo+z*)Syx}^-p3_fg5`yyY2@6{?3O>t{DPy##fC2Waml> zkaz>zF22;z7@_0V(?5_F>x^J%w^n3dAE+Qwz1a z(i(6BFQ?}i+k_S$8BIn~JrRvo20LZhdxQXo6*cXVs?=_qB-tPb0$&i7^(WYvBg#QY zR3EW^IoPwxLstEZXwKm?P3%X9=LOi$YFt>p{mqID)~GQfNO#;kxor`ZR?IaBz_-#g-+%da`uS-NG!V;r>5lU!xYBw&}%G znpX5NX+8P-3$mX+>67x>P1*ll^g^bf&MjEXzs#pvuVcOuogDL_D?|spW>7FK=7-A$ z))rk-5@!b3G%mijuhOR_I``C%WAd?pg?^BNZg$xkA5Hh*DTg34Hkl8S1b z-k<&3br(B{a7=x@!wYCcMEiY!q^RHcxT5(%&QI!jDYW~E!YlDDXKEX_f)br)0M&Xt zvTAzfJI&_>4d#;yz`mZ~&{w6<-*>KCHrFj}H5z3i-Pd9Ar2^y>WByYN51I-P))}wd z5dyP6Qp6P?pt-Z&M+wNNROLWKw}aj3ZqVWQ=;$lsC)OTbwD9+4$KSAs4Mq_2}Z!c6Xi8|Rt2;zXG*MJSmcYQMi=`zMiomo+?y-25Xg9kB;5> zA&=cHl%2r-S-PbgM$&0Z0o<#12tiwAZA zT*ALe7%JfWe@RIId{DP%*Qo>kl}#PtNAIHXwnoP#P|uK-@~Da9kl5<3zVHv!-3+Ri z*w5}fE?({9*oDP-%aWCy{<7Kp8-G65RaCMRbAYZ28XO@+e%3!Jyyf1rDtJN^SS}76 zE=)3HO}4)Pa!Q{_;ps-t3)rW_kyUw-;IZY38cHMB=`Kfe!3%f1hzB+h+s@kAv6tSn zbHby$t*{m7?YVGT^9NWM0L7xJ{lYS~|rBlGoyVn6{&Lz?c7-rQYcvsEUc}WcLcK_RbbY^~Prs0_i`%dRtDYpi%EqwQ$ z|KGS$@I*re^x(x}&;0b&+Lz9WJzMrS1Hr0s(h${x$W_%#E30>2VJo&5AQrZ~l*Ab|!q9$gg?86trP^sv?U`UY@ zqNY{!@W1c8SfYvpjq`G_T)S=j&*Cd6CPkV0AL5|2`oBjVlvngl-Z(~X$O5MqNA=cB zDUW>IcPI9ju?$B~tOfg^dn43NhAmiR%-j^mj;D2DqU>ea^APL#3W|O?=s(4g4yr$H zk@by|vJ?*9Mhs_F?z@D;#^2rxQs#=11QDGln*TD6aUGZ)npd|uG2An38jlWE4wdkI zP0gjdU(xRs-S|DH$O$?thdVIyzKkF?H`R6RE_;_%ZaBbjZ56NQ`|Dq$VYv3sv-F@v zj(t|-1U=K!Qv{6-LmvC8hEQ)zJS!*Jp~5s>So<90Au^u^xt z@#(}2D!)lR^Of1}X2`R4>0E>O*FBq-+%QR5f#Cp7j#yUv#Z4EB((a7BZ^t)w8>hTH zXSg$6oVKf-w&4wRE%MD$s?j6!SZG!EdSOY9|Grg})|jFKmC7f6VnmneOF8*^V7>*l zJV@hyL_*)ed8`AFYZsU7o%*Q~Q;;(?OfHnYK0QNUom{+~)U$hkll&t?=X;H>lMy43 zR-*IrUem#DM1fT4rk-rH^-(ep%hGIj;zv;C-hN4jaX4>)R_I{Li^6H2>_H-yfB(r3 zAq_Ah0{4!SRuUCmoUbd4)bOn*($ULi_!Ry8jI0By2pIzzf2#Gf{!ER~9a*+Vje|IT zpvk!oON>i;{dr^uuj!BL32dmL`#r;)lpBJnTKOz);v;COK1ld5c0KrJn;-!!T5MUK zw91fj+SLubs4R4ou(S0i!6FDy;~L~1pa4T(LRopfNqT`%l=RfW9d5+LIz9%^ z95FZ;TZEg8wal-2-w*;*^~|(<6dOk4RHbB1N^1EmJiUMKpR`@0{AeU&(>}8JjoH|M zeH20pGK!nuAfq_n+88^;aqKW>;!zo$)CC!Z$Ld2Bi9cCpvEIB04AM5a$a5?SefqCq zuDc?%5v|;lu5hAIxo6PoPX#tdAt&br7g9rN1wc<)Ap?x`B7?jqqB)lkaCG1-Bb)W`Mc^EQPdd4 zbA5}Oik{(+);8_q+s)|q6!<{Z2X&^D-9DESZdvLb;}jQ{7tNPjPL@H?&;Xb$ix$m^78W1nlQ@zmS1QlE;Q6zefon3FJj5A**O>~ zMAnkUT_TpIB5ki*m)&^pN|GHW4pCD4lGVPaa65ms5hC*K7*bUD@@eeIK!>SAJR}_* zNKqC@{=h!9B}+EBjP`7N{$er7hL&!KCqgqbea`Mj*P4IwLZ$MK1y`9Up{3Crthmj}6YG?hsy4MIxTFtNO*CWaj z9;jF&?sSsb2+3VJcL76*AFaO1tt9NY#WX$Qsr=%{QYbWZ{w-lDC|{VF`J1zJ^)kXWhTJ2*r9Nb2yb}@<5*L23j89YrF-vTZ8RI?>mKZA}AC+IGI>1Je?i-QH zKVRv_;BMIw@h@0lM<#`DV!BPio0rp?PN${7V}i>k*Gs#&|4;4a3t&O_k;0HaC_gYx zy9_EVQCY0dtqeg^F05{aka=GtDLn(z6=S4{k#4H<7`9-BC)Q7M)I-S;xvz<0Uv9Sbl(Z4oFI1PsqL65Ab;{j0}}} z@lbwxes1)bM{Pk;VrFJmCgpER{EZQLc&YR&5gVWh#d*%+Z|fl{>3Z(Nm^nAhto5#I z@Lgjg<<%{&HzjviVq#+W5mM^=sHp!mpwnTx>n-xb#eFjH$*6rQ!SvTkMrbmIYPAFF zL*q?XKQ^8){6mF#J%}_iSaD}mIe+q8=e@)xpS;_QjVORT>>+9sWxZVH*wr^}@0!=E zx_0P17G!K+he^i#iIK&V67S)gUa&y}qN4O)={%F{*>CVsq*8q+3qb-R*1mro^_cjF zGZ}&4cY)~}h34L#?Cc&(c@|x&$#%u6-+rK6C`?`bY0OIw__@`2KDQwlqm!QJ>1lb# z4HiV-|5bF0=Oz2-QXQ~r)5;3l;W0Rp2i;g#Y}8-So4lX(%%*7-oV729Ry)`V3ttsf z^??c6T$z-S)6Ex?TyV71>@}=b-f=+eNqDa1eF|Rv zPB3POfgQ*SSe#usFt(6w;_MrhZ*FzLu)Auu44OrJ80|0ih|>NI6s7a4&h_ifx!2rT zNabR^J^|xD;5rA!aT=;#Aba?UJ_Z>|U29_kKE`T_Qij}(>gkGiAVd!?)HY8ewZ(Q1 zEyf;Qrn?|U;kixtko7{wBQ~n8Xt3Rrf$u@yagtyGDrzdp*f1`)<4vf(46?_B)3sLm z%WWefX>3heZUB%r61?8(37NYI*}&22bnmex;rv!d#xLlt^r`?-b#F4kAvHD!ZG`(*+|1KrVZyb z6e8S6Y{fVNtEy+=fh@LxJRYZ@`mzQ;=C$%K%+JoF=*-$jK8JQc(~IdBa0W8HuF!3T zkIckk*%&UP?MG2AKqZ=&@V}m{hmDRsfb)op3Olm_`esa|G)O!B#5?=myR4h zfBp=*SigctF|3bx-4ZC@zdy&>H32)PlnBKHx&<5%jsNpi7l=JAZ2oj;UiZ9~7C&|5{YmN7{a%{}qp`v!(cQnz)_ag4LeW z2=`?p61@H zzX(b|OGjruLo}stkvnB9&Pt4fyv$twsCa#p)cJJuNH`iB9)|Y`OPl?wiMs|59Phcx z!ZgxK^{?-m?r2op>3S2FYKF)E8TIi?zAho29~_-lSvZ8q8CP3EHboF6asv$8?@V)o&&~scDYueSQ4(e~%CxnExF3dpG-|2>P^Q)-nX*Jmg z@{vs>F=3$eSx3T(0@ z&7dx|AzJ&ac(c?aZM;E_BaQ;Ry>!A(qy25al{d4UH{+(kL$ul#r9?P$6!w2k1ABzs zcc-Q#jFOX16SSr_O2GtkKrN1PMX(Q-u_hGi1`aq(TTDPs0avvpFeJy#`KBbqlzSY$ zq##rOR3YCzRQ^_&6o@2mZNeSJN?!;yGwxs6vx-OjOm_M9iWj!F7fmDSG+p`~^4h{EEhZ98 zyHc^}qph<)B@1}llRmYu`^u`u18I3_muIgZ^%ys($NpBN)8&_nMX(r{j!WI$ycUn> zyHBt=-=>hnC5GKc3YQPw$!pju&f3Dmy@zZL!Qyh1smot-qUP33Zg(K>WqDF9IlhG-KZmM zQ=0gzD&N_cLqNfl>i$VVc;ug0pAcpGOTo?DKWNRIafxcczdi_P^EBRqHjh;BfKfFX zucN_HuOpNo_U^S<=7>x(??lpFkRLiBbB#3vRkR8-_Z1NP%;*IW*wCk6UEt zFWd~-BrMf(18|LZ*4qF%joQxkiy!G67Io{A?6QB^?0G6K!VM;QT2~FU44*$dRL<2- z#R}Xdu_YSW-!N&}jLHeQO;Lx@>D`%Foj5MTK3QHzzBoX;lSE$KC!E>1LKb`AT3F(wv$I39Gb&iK1L`EJ^@}>7gltY z-hXjD4Z6a8@>Le{aG8#3%Zh1fzq^s#jn0Syq~!8F^~lt>pJ<#ctT-4{(r+iYTkqdt9H61+hv~{l!BZs-)Iu>J2Xa;>$;P1a!w@-q_hccDk=C8mj7-B+Qs>)LaJ%x=QE(*TPygO_95yC7QS*q>yZv; zaQjPk{;x_?5hrFlg(&c@;BqCqo&A`*sL5^Ww%=A{Rs1nI$h*i>Z2guf{BVC8F@Kh5 zp4Xs%a)Ye$)I$aL3SuYXMl1rc*Sz|Bo7TM@emoIUWZ=X1_7rY;KNZsP>?y8`o?SwH zz(#HQNi(dF!bRlNABM~9eEk$elfmxK&bJro?)4)6#q36`94Uyr;>jp4KYtr~mWXGd zp_ss4)Fp^yTIl{R)`Wv+rgc~qx|29UWA8h_MP5;un+VHqZu2+Zf$S68u;rQ zCtYB0DA@+L)n4xa@K3M8ey^CMWOq)AjuFJM$~p-wK*5lk=TA9Dr*E^H{xz z)XsHmPJS_n&yjQ4L%pFH7X0D~K&%jofAgHr(RHj?114fJ9=dZh+xNp0mxFCWaq<~J zPv2)oz1PPeF{xNwa?Uzj&N^H`CTp!;Tk6@^yY__t&>=xZm`MvZr2ew8K~-|yIDQ}Y z&cMH&Yq-s>qgy6o&gFD$6h3ZWXm274(9$um8JWt<#YLvX)9+rFE;c?|8)!p|a`?%jUAOE>SLM;lD*6R)B zh&_+|bV}~D?03rpqWr}zO-Ro#uxg1E5K|$@;)<{40&7B2n@KQ$@^UMfG#b$=bK&nD zS=Y#?0M_|p5HvpKzC^j=!q6O2tX{r$q0}kz;2zec#>I`XbqhJ$j1*-mrKT&7Y-7)q z)zg6?do&Eai@o2|P*qLO%40LPvC#LWsG6kOE5hI@!Wabpfpehr%deEiCLR3=b%Bz> zbis>nK_g>-t6A^Ly2fsQyC=T&4!g{1bbJbQUdOydiD!w;XTXBkw_N$)7)R1tQ7VoA8KK3Cq?q8slos@Wk#lqJZ9&}57H*4 zML$|EC_#b{D7KSJWpOJJY~ER#)TC+j(`|px;*C>xBO8FBy) z=T@eO5A7HulLx;2ixXgERQDhvSCR((jq7(`-KW4l+uc4kL#dch{y!F+Ie_w zPMyx+IBh&ghAe8WFP=R6N@8ZIw{S9OH~J}s8nl;jUTLl_Tw&eC8InUEBko@qYVr3z zXb@c<{&p?wEL~&T#{?tx@9&z$iCdgQQZ6q@9?S=W{s4dN;2U9Hxx{ZgC8HkjxmxD_ zeb%w9_fIMQ$CkY7V!)zivm$=~>!%iVO?hipl?IZKSa2-i2)I=WVG(#0c-28p8!#&O z+Co_9TdPxmrvPcT7LW8}${^iHk}Z_!qqaGekk9EbD6C?(tA7h`i5;pcpgRd;SYKa5 z1Yw&jImJoo<%Xnm$tnj!>vRz!>WKwM4DQLSDH^?4cQkV?gFP)JMq#3iu`hs>$@pso@-i5Tr)y!MqxT1<(GBAEa&IOC3 zXnQmHkjo9m7PSp;D~3B-&V?F^N+^5V%$Op>!_TZhTyVn}1SZT882Lo9Cr61dB&1k# zl30Rr{U4i!g86H66Hy`F6I|~7!5>={tHWP_;mOau^&e$qWc-e_7`+!anWwB<$iV`! zP^-x5ww`SqzD^=@7itQMc=9J-+xNiHy}P#5@M|=_p(lK!XGf=ntk=8A%vTFfl-{>YS6c@1g->rrk8Pdii9K0`=w+>O*Q!s{kJyKibBorN znJG&ZSfBQc5ueZ$mEFz+e>_39S=HCp9U*$JS6L*ZU0|G*1wNQQ#?)jIE8TpzoUU%9hHLe z&o>J!K33M~mawV1TW~usHaTBj-Z-beM=cctTn03V-_h)9B-OE8ZLw}l`wJ3AXpE{;u(ae#fCo}S)^*E7NeWBxP?=W)^rilHytg7g0gZ2h!oc(oEo#rs$4Hw3EF1$k3qDNYNanOE?3jIevfFbK;5}&_n*{*B?*G#r`r*3?v+e68 zJ9@rbhVgFhlNo7G&_bCe8maDSsS0Y51u#evwoIQ>-qFogV}rh{ndJ^ z#Xdw+T~SRSemZ*Gx@d3T(=QFmJ1XI`EunK8%Qv9BLqZ@#=J~txX_b@}p)6eEb-^`a z8Sh6Vdi-XIHXw=#m|wN?-+Um#*D6}Qbgg&~*;tU^QW^ZHq%4=pNjW}}@ws#(tfz!~ z!kcgt?XuCu_C4dTi2yBqFWlKUv?IHZADMnsR!Hi}pofamG8D*?*LRI=C0?wxbPMa7 zJ%c+%#ng{1uWw<7zB5A>xC}b2zj+H9U9)yru|sH=Kd{N!mu7;^n^n-6h0i-Y)xLmY zdb|IOm+k-;OxGh*Uluj8z?Bo;HzNGsS1x+ej( z$)@l|EWM2WmYtXJP~THu%Q956Bj_q!=+4A6O~N%JxTq>SR<4)miqO;WTZ9ixFDedE z>~38D6Y`QN`52@9Nf?eo`HE7!hY3rI;f&q;IMI=0H4=S z-4JhaBn7I&uG-Ut+)?k0$hd0|S3978CBTc;oK@toupQ2`yjY^Zu0jyKfw@=xw<-o6 zE-A@IN@}XLG^bX0&AYWuG%O)-xATiC)cIB|t;vx+J;QG{?6d32L1%wb{p0@av59|t zUfdl&i|^|04?hQIr*pcNt2C>~N&28Q$CLQ0xL?nNcxLQ6&EVnbCK69Q$N2f~cvE*> z_sBle7lWkkIuw+aj9L$OLor3WQoN*h2gKN9V_sR`u8N%@n|J=dkwJ(Ql@OMVm^K&B8i%ojcev_c3hz z!f~0HJr{-QcJ>TB38vj$eiV^@L9)F0Dmw{Nrm9;oln!RW3! zRy$56{60Ai#@gg0eTU?NFalp#nk!gY?lfO75rv6K`4zrU0~nn(F!ig+g(PyK9l+ZpGaxR*Jj3Q;HOaV#O)$?pmO@7k78K zxXYc>_x-+PGLuYZehne%JwKXzcw|3oueJ7mE?xj6tgFv;egj9LC6_KizAc_}sArWG zkg+PO66vs`+hecl{1M4MTyq`1`h6;E(khw1(Ej>bJ=02$NB|^_5}!wQQ%JuJ%Gk~| zZGxQ1OaHXArG;$~RqC*vaM(I~#=Y4+MTq=8sFaM?A>FaveO~*(i2T)t%xNW82zy|# zrkV{V%k&C4U1Dr-pm^GPt-svn-6G?UDmhA#4$1FZ*Q#%$^>j>fjVAki97kFl5hr2R zL?5F>(sxI3>lGC=*2mB~N*@~x4-hPyZ@0z^PO@o9In*O9mlHJOQGleAlf793$kvyK zE!;Oc-H+8B-)^S~*$PU6q+2YEQZHSpq#X}KLw{;&;2kcwyQRIWls{iwBym#NiGa72 zA$7RDylWZbNY6-k8ri*{52pb>+nOfZQ}EoMch7jjbyWO_dlY5Ye^(gP{c2U^V`}qn zl01|OSyr~nI!+g!T26F8lzE0}!-kMio(Q02V1DpKl#a!>EKRZ5VNOrckMVl`SSv;D zdt##9wUJuV@d%;%Ub)Nhj`|ELHkd zqU@6LxJY0-hQAegBxSeK1GhJC@TZ+VDDDoV`ud0}tKHftx2Ft!&Bw;vAzmh4j!$Tn zlf`XHbJ=`eA4T!?@-2DFcsw{^W8+XqUPy6gr%L2D_k%W3ODEoQWm-vkC3VTsUt6m1 zS?PeE7d0_pKKHF=-~HX|#MyQ~fYJPl|gh!U+3wsWw@Jw%-lX0t$#r*S|*L(4*dYkK4xyF^bV1U{Bzu87u zN;T5mQddNNh(tEl)2))k^`wJO{W(sE8!A6R3)Ay{RlP)p{-SwNGT>jMK3y^|qpX@p zmZ?cOsCl96sB1#i@bv4T;c$GQ9CU@-rd#eUUhQLi_YbD9)p?5VDG;?}^jMXvVJv^HCXTcrv-1I>Cxy-5qT z)w{4a^quPr+s4~8sK}VonE8Y?MqXoaX3s7z&YGX;A#)uQy$d3eI;eo@GiQ5lypOwE zV_RfgTjbjgfutc=e{^n36cqC1&e{-nG*QgT>-0e`K6T$A3{$>Ekd=)q@OZ$iKMF8zucGkyV zOz$cKkTrk19G4i{&1vXiB3`d3qbs8$Vq?OhBL-lhiwVb?qDh1Oo^~G41#@5J<(l)K zbVnx-q&K-y<0+Ur?k=s!zRd_?oSQZg>rkJzHoYw~!N4Gbd*&npTqW<=O7@(*DX@&E zhn>A7ewP)RY8KPsrG@FeBO}{ij7B}#$-a8tPPjZSp(q<}(MpCwH?>Dz0Fo`fGdqk= zjTtROUF%cMoDeK6=7h*P=@W(fC>@16O^u19TS-S8L2no7Pa4VORIAUu7eqm#4hQRw z^cz3Ersp7uyB>~ywqjU}O3?;bY@&qHMTFXg&Y7Y6EvSJg=gt|=Zdn1X8~5@IV0l^6 z=$IzW{{QmCc?DX+6T|0nj2v! zLn|k!1NG|8hj!I*`5m5Lc~g=?dG-^LwZ?20@}x&C+LL){r0&hgW^BODuNMnP$5216 zFRk=hZ6`Z1zJed_Ic^CBBl3|6CvP_wYUkV-)5nj@&M!M^r4QRR(Cey-)pf90S(6E! zzVtcx-h4OR)osC9wr(k)LOdWrypLVCJ0-8TOv=owqOCy9e|7ItgQfM7GyRfn_Q8QU zTB+oSd)F+Ran8+YrNfsqF`&%Q=tt%}s`tQ(Xq@T&yvxJ>&5OFXpE|=o`fJ8yBsRel zu-KW#6vg)AvsenpL^ad8k(^DC_yp7z2KaClM5D6)d25Yj1Q*tA=D2=Dsv4K+%dEt= zj@9}tl(YGzKYR{YOWNtDq9!>$K?J-aS{Bh2jKf_<|Lp%a@%)Ve_fO)9Wbp4J+W+~H zx>*GNOi5K$RmnH0QyIgYao|REr32&0kIbS5la8QMgKR*q$wReL9bCOqGH>d`hD(Qs z<%+AnhY4GGq%)inp?6iufJvxo(h-+OZh0c;)cL2e z6>b;sxA9vjncz}(!GyV%me%pA!s6EUwzQO#_uaX;8Zwy4e)h(mhrARdHj>IIwfhrEOc*s>AUQZ%khnh`D_&dQ;xhKpzTR%!|AQn6=bzlH{srV}C-JJRb7 z)c({?A;)7DW?KqF`nXasV~+)aeiv^e>vz>~Q&Us@8gaXT7f(EC)rkw5H`zIxZR4c?c`#I9bK1-sH9p%Gk*@U(v+scn8v}DI_`d za5T$w2U$iLyi5t?l!6kAcIeXg>4#ot*2>8Vb}Q}b0IhnjR3H zR8+Z-A=b~AR5zA?Mzg*?MKL}sfqelj>H|tsS}xLDkC7~4GKF4K2{!Wi{L$s%xr?!} z3VvQEbmPfWP7Y!)CFXAK?wcH27<3&PbuogT_xmbK#O8m??aX%B87$Ydi|ZJdb!Lym zZ`)e&Yt4R~wT4bx&$OR%pm6%YPGKN{9yks6xO80=4en{T%|ek2AWM@gdezJ#En=R< z@9{Z5$joMMHJG1YaYffeU9&tL)2`G86;Lk?JB+@@PTDDC;A$MFGr`0+*M?4*N$a@5 z)=9zEkdx7kE*ec0QxU-UcV?aNR`PU^DwgCZJQ?;W9J?K}8IR3u0;j2MlRrWs2%!y2 z_sCfCIpSNNe>cY^)hEPbb87yY`n53itJ#**zAdS>bYn0%1a^wJRXiHaGU$aiin#XZ zRl~%R7L^AFM(E}KMPELZqTX`MouEth?!k=4Pf}Tz+Vc$wu&55n!Rvs3Zf}3TIrx#7=lK?n{*wF(}%$*%g7TIUridH0$8I_7-2Qh{`F34 zl^dDqDV3j`da*BJ8FDKqZR`#Of7%TU%e?ky;&ffol1FC52#t?hBo(+w9cBj_u?fm1 zr6oqbSsRvk((R<3rqVk?p88&oq264;TT8F!rS{<;e7xM_6}CU_1fzo`B1*``>bifo zGDD;@Z%d1u<>f)?nqcsP#%3_Hl_J)eVt0n=3aNiie(CC7-cdjSkR{Kt$a-o?lm0@6%sv3^c}|{TanqR>ikW0hBs+ z`9r#u)h%L(bfrZQ01ZY2t@h7PnK?8)ef(7Z@bfbV`ewdFoe!qwN-j2x>94dA!BDSs zsN3P^-Rsx3WsHeh;ahKckem;jVMeJ|qXmH~J;+g(Eo~wKaWmYvOy>JF!VMXOg5KL! ztG5%jR#KEIkCSn$AH@^1-_gP2WK|7ZVwu1bayrF<@)y&4WCq#&}&FiBM4 zt#aLgg^)DVJgKclmK3Dh7+^84_UN^fXm`Hb9QD0F&me_Y?}78FkJd#dtP40ln&ibwloh;%}f6Zx36pL)>$;6V!VDuoD`zIBE;e9CME_H zTlvrLP%`u+(a_c?PG1Y3zUK*4VhHRDoU*rU{&B_YbA0$@uT!&<*c)|-dZ)>{Us52R za_Gi3d(!Ju)SLnfxTfDH6V$WcKTnwLFHcqeBGQv+Dlax=>$ZIt7r)1n+vg0-IgEBx zhY9*QZ=v<=Ct-X@I&!++!=k0g!}YZie=WVQY-@Gf)&fua2eV*RS3#1v=46NVL+o-r zO=C@7S$;4!F#Kb8?DKf^QK*`_@}cc4oBPEZ>KYZr+0XK)hTxgn^Tj>9eI`r^dM@MH zpDhKke$0^#J0GmZ^bnb4XazE3lPVb&3QDul{Bw)59-__SGdySWdlZ&4h@g+8HO;zF z*{mMsKk6nvKXY!5!J-`Qitm|wmzbR_ODZFZN~F!jSX+(<>0fEE$R-`1q)W%hi5=sEZjU}y}CcL zk4)u#+*uyFO4{nMzM`0t8eiGshw<;9gVUSQJ8GSg6H5Alucxjz|4d&yJ^b~t!iI;< zw66&Ovgi-qU59^9Qik=Hw3vA3N(Gn~r#x~|(Qyx7Y(<(-0?1f7b#WNElzu(6^rH69 z#z*%0NkJlP@Bx+8m7zRtnJxS~rp{C~*F+tJ=t4`gCX0~IuE;v79}XSGTC=mO_fj5> znl5Nlw63nE`k#JG%$K&H9bl>W@7m9$j-tfJ#Nf}HIUxw#XdH~Lo%-^bvMb1AxmuZ8 z4@PAq`g-EmCy|sQwyjlpnI=<06&7k{UGq$+Ch@4oz5SUhXmzSh)Z~#<^(MoXbXKnv z3&pj1Xi#@O7A$uRxDu^HagB0q3dEmM9!u;R&K#@tGcQeQw9GbVJ`!AQ8xe?^Uv7y= zN1rI1Wirq(beP=WM^}we5BWS~@)aO2W}es;LOWba8x5bOw@4-y%&XH&+W4Ts1YcGaec_ z(&e0vbrJ}q?ZODVAx0w{a%69C$(=o>Jj&`%YU^JdGN%wIcn-)gC|qEw1ydLl8*5Ms zMqCi`(wnbH0H5P0Z-|%E^nVoO&97-rZzu*~@613SBSQy#HK3528g`5$mw_30Aypy+ z-TSP>AN-3Isf_JJs}06AnRQA`^91NBG<+U-#p%g7Tp&tLLyDeK8>?oju__LJ)<{Jh zP+PQkaK_iq<^#-CT#k5es@_8t0)86daORp7DBun3W=4g{I_2hVdCpH!LseqbDdMDR zcf1}=edK&Ec`YHdFs9rX`8sFs2~qm|)NH6r>7Jbs0veqKvX$R^dL+lT?-zW}cH{Z+ zf-q$bibKgd$1;!kkz}lPU+#SG%T|;47jIK^E`fQ#&f$ zK?d)Zi>>bi?F@AtcZfa&+}a)?jAm0VFQXdU!amp&G7`{0i)%OxOQTZ6ao+y(_N7P8 zKxNgvAN4zzzenyxy9o6=&Qv|U5njK$czHYdf}cBZdU>e928Pv{5gGYSSta8dZ{4v9 zx8)+wj?K|u5={`&8t9W!=LNM5w~L?=st5HJ6`7mx0QMIH^)RkAPp?7VfUX7%N{wpn zO)=DrCq|`KSS;Ck;QEN{UO(a|LG!iB%aAbR3h5o_X#8ZldUs3bQ(W+wjSyk7uZtfj zTrG)`Bget!>JPl4f1(3$34Sa`dHNm?8!^f+Zy%bqd4tOVO|&pFkZ4UaN_L*F#nC-F z4^%_lFMf(x(&JfB0l4#A#$qQ|OnTI1&lhweXv)%}p5ungD+75ZJzko92<2gyOJdNg zsYS)8%i8OC)*6TN3f|W_W=dEteEW!;-LWhdN*pj*)xOm40&=pKNZ)ECjb7g|hZ4ln zVdu~2@h<8Mr6K_>C`N{?pzn?X+(ll@sG03gb#Apu7x>_)#?P#AA#jL)04h0(M}jDs zb7n+Tnseo(nqo5A6$(vjbf1crC1bGdu3`Nh5DAwGYT0jQ+?J&U+O7SVwZb-b@Wytc zwqhT{OR|fPe9ndh^KMyg|C#pmVbB7%*;@I>M3 zVq;!-FFZ67(EXItu(2%0xc36pOH6#{?0U8u~X-_0H(UTco;XNOG!bM~S!UE~JzK{uH}{to(J0N9@2> z&U#&PWus7e^r`tNmFae{@YnMAhWWbCfpf%*kLv1rr7Zt>9pX4AH{Fy=dh5FhrVNFW zVyhp!7>Uv`e3vJ@L;y;ZLxdnni@V%zXR+mA!Y`{nSj%KvcT@5D)v2fp@hgh5j!@$KBC>nWc5pr z94j_LsserRSjm?{;0GsEIhR&|P?tPAYTnHuSIO9o7{30%xTL5Y7N|+QXB*sq-5{ZW zE8qh?Qv!pq>f_7pZA>nRE*TYL+Zu_STrirb4P`D+QDi9S_PeevsgJN38vy9fd7J%YJvkdDd9bO7`;g5&dTbI$JDwi-|D)8Br5Gn+TY6|9Q1mwYtRna-D+nezqDPUYm(d=&tCC^9|(}!$Dg+ zTbnymq@nUh=qWc5y-f`%*j5F1IjKG?C;b=;5sdl-_MUk$tb_=7$#PM=qnqhI2~tk@ zDlHFsWi16uy}ym&$$pb$lUSRsVhL?Vk++!Y5g(YD&<`@~jDvAl?|rMW-Oqi*r{;yn z<`yVL3E1&^rfoC$f( zfz!?&o?crNk_x{+qz;Eq!#6g(J%l_*%ZZA1_4I%p<@B=ZD(9`axVYXIW><<;s@rqF zSVg2y(8et&Bh8^3*LHq4&!iBr9J_IIM7;d!G0JIf=OCagJGk2xDj}AMpdJWvDq;l7 zFkpOv0R9t1WPz{5EgUmhv%)#^a=LgI?I)EwTis)jPW zu!{P4`ZiWx#Y&wrp0<`k|9mHG<|+WFi}*#k)kdY%(c&+XGp|SzwQ-P-Q)tQN$>t=5 z4Y8su5z6G4#riKP=Uoi{3|0AF&A7^%IzqgDa(y}=5b(jdzBW=2i}`~^<$dwm9Up2i zySA*R4pdrK!Rp3vO9&-3Nn+0&|IC}i{p84L78UIF!a!RHHqP5Q8V?IRjR^ZQPu8}I zlRrCExxKAs8o4q(W?-DdD(i~mce>&DL{;T=%TurA^LGfoLAeQC`{%!4V5sCg*ybl} z_vS+$PtdBlQ~&D)aPH7!6XK$;zgDYY-VXA+yw{Xbp(gh|TbN{OF^vb4`PCldg!FF& zJ!EqnX$KO_4%|nK6RyD8-Qo;A=ceaiaZDkT>~p{MU9Y49p)+)1*#gFCduxm9_#>Nj z?nPN)JREFmF9V$~5qwCGsm(%F??9EE)y>9bo?Zp(UxL6L?$)KnEF)~?eQTyZjnU%M z`k`s*wYz=2Tyf8)#zRHzZP)D<-{*|-;JZ#l*%@L&qjI}~oQcoB{&an}rt+v0(%r4C z-?sS`0ziM>;>C&EL0uQ}3ojY@J((DCNQ>cG2NXtPF+uXl-`Rvdov9jbYj>9|tp7l* z6GiC^nOVO;M&jG~Z9#t6`E61{f|d@n5y!iu`d`?^AlXM?x$qJQ*K>H-|D>&jqCSyT zjuft^EDAl`EA`4ME78sG9-ro;G)-J`ciEc>>T zRZzP8SZb*GGF?aM2r3rTJlMB=~=KR6_=^<#iNtfVpI>8+(*}o2$7K;3|>uUmQnSzlIj!&As5I;HluLC(U;nFI2|pK&}Ey)y4!CBhdv(I{hpa{fCFlF!8?-S;&PQ3 z)lVD`{;6?phz+YPsct8>`iLYgtssC*Yw?_6?q08)=O~?%EMTG`1pHCHtHeR!&kne1 z)cO863T({6Q%>&^PRS2JzD&y?E(CVpXevxbR+UavsPr$v~Dku644cm{N$>85UIT5At2dlR4 zjlcg+_VUyBsGb^iM+z0wh@Z4Iz&iL#-3*i#>U5ED7Z0}jx$D(>25U$zLtGUYm%m`g zC8@vg_jvok^sa*Bz44zWJw=#r0yLTpmK4l27;QT$6*R>AMkh`zd*V5oBUi^pH)vi- z`M4H3sfUXvTHlcXvvMw9UVnWSke)+>_H=N2pI^^r{8<_O%igFg4BVT5_@jKia`rK~ zILEZ?r**Zp9C@f%bA0Wmy~wA;qpm=F6stSwgC&YwFk}FgR152?@Lwf*hHLdSBk32m z#^z7Wrde99UUe#Kn(w0y_rm1^r}R%eZr7^P=ptxvp1tz2thgroc+8TXQC1Jn?1~LJ zWI*F1X9QnKX(9Er2yaItmXB^Z4N+!YRZ?lh#&edLNZhD*Lu+fPBS?vSXO8qM*v0uf z1Hb($R{NISF$Rqj9L!|*P7nf=5@#(`Vm?>nF41v@h@%mb#sHXHrTxNH9JfifIb?UxcA}k;563Es(h8AbVR-A(D~RC^W_tm0nhD&{LsrjkRKX5 z;m^KJ6gc$v*HV4;2e!>mQ4u2)(}^pMPe*E~#85pMZ=u%S1v|CrZ0^3qZBZcM0X9;O%4bv@_H4Q8>12o zH?5+F5tdyx?(53U637V2NdzrP969562rAzh<#Q*s|H2z7($Y)42Kmic4U=7@g|4r4 z9g1#$T;}=j+UysnUF(AdQy)8anzh(c>YsIwqi`*`%kb5wb{OLZw)RvJd%O3U&3MBUkQs5ImSXP0DgI47QUpP_C`m0q`g z9yTS}b*Ef^P20t7Nly{H=Xb1XlwFYf{UQWc$^6l)LsN=5dTg818crN*tV5JL7go$p zz9`MVVNH!#K}4H=C)*a51gREz!?Yef&4VpKF5;C=Pkfa~FfXW0E>)5W$fLJzy2FCf znkW_Vzak=x@PE`q7-7l@qJQFxs3F43e;l{L|9OP}&tu?hc!shTubb=%s`x$!hqZ@R zLNbNhRTaU!?)t-6_6#9mm6J$yEQ+6_U~Y%voa^YWtOpqoTAW3&M_`gQU#FZLx!$eH z#yqQ!Q6CRbV$WG$&so?;tDb*Jz*op;nPSN#}|b_hXaOEJB!V#!s>D^F3X85BMc03O^^7@v#;MgW7}IMV=)} z$kS@k7Yt)Mp@xynK}S3OmAjKO--lfvTeYLfBx_i_IH&)o6!sTrvXDOJHiR}y`5iq|xd zxgX@`VSDM2{u&Ul;rGV25?fkg@wx=HCLHS%MYP9OX9XXx1a-YTJK@&YL;;|(n87gf z=;@M5Qog9uUrHZ0$P<62gAe*KG)wv6eKHou}gSqW8WzKTm zSLF2Yz>7TJyu%G}&+)?$_OB-W{9IbBdK!mFH2S>j7zpptQTng&|p-9Ss z{zDNM+B`kOsRQbtStuzfb#-;8rl(=G5mQH8ot)l&rO#-`w8mnW{&E7FAaiy8XJ%>& z)12{V_NnU-1Vljixinwk#qQ8i_t zgmss>LLByq)wW+oz8Iavifh(|mBaxBV4?|X9c@cZ@yH856HX4MAadZgc1315+b&ux zdJPDxh+39f_5Xsf-OV9U(rfYT1D}lyK;We``4@P3Xk85%x5~csPj$BhL>HcO5X%>R8UvdYK8TKj^a(Ne$>}2VeT%w;l9TIx0K( zKCybhf;`;TWqqiTX@!1u5;-HA%@;+56&*4zEbzn?eu+0Ln&s-u$zjdY0h6B zxVl`3fyeD8hr8c3#}xvMT#$vFaTyIfw?vI=P>;e2f)glITtXs*l2Bz{2lMHOj+K~d zPG1du5ULY-`m09`^n-YVqM+fW|4pR>^5EqaWvtZ1Y*$kathmQJ4Rsn-g8$5dRQl2A z3evj0B`?8E*taLo$;IB>hM=ED{Rq%O`up?H*!<>YIhPg({o-;15Wm*=n%;ZES9S0) zw%zbsPqZ^p=xS8W4S#F=$N0o8_u9X0;yK~n{gDv)>p8_}58UR1!i#a@FRXvU%uY)8 zNa+N!$5O6mqr?=n!#2!!9k2gXmCrqPrLasm9+(8U zPPCNO)r)dW&{}<}a&xzqirmA&1|~HaD*j`Sr>}r)h;>EB`1}mRUWJqNSdP|o!izG! zaLab{;W{Fm-lH~504RRL`=wp^98(=||E{dlk{>o;3C$fb6Bzr=NC8twM^J{FNlFze zt?>Kzz;ac4oNhqCU(1kzsnc`659B=cY(mcTxQ}^5xb=iGNl!As%5n~TQS{fFSlbEW zv&JCniUYE)SskMsH-F|oF9c3UlJL6i?`&45XExdL5;Q|H^yZxJR)n?J$`=+Q>sn53 zX`-VOvPoVi%L#h1{MxXg~$NcH5Ml&2xf3{v6r)eEuxBPp21*8U_wU<@vXk3Wt9D5pn2 zI=CYsQua~5k^RzVKl=|td(UsT-}8E0Zw`M|KXSyQOHdv)NU!zVe~S1nIq=eLqPY|t_Ck=+I=(&d1HV191Pl+d75$ysHd3vp}M8$m(C z3!#Bv?MFQJI=YF~zcngVm&vh=G-aHHhYQUe`6f()DIO;-g$WtESXUo!?ren#? zkJE<*#760FAKnHNQFWV%!c5!wrEDolaFRIqQ_I+MWj>CQ_3<)`UNh7+tZH$XoYkpL< zHLF=t%)lid$~6tLEz~6&3t!uMGM%Q>-E*yU>Z8ZL=AQ@t1HRCP4_J!>=)P)+<(Qqm zJLNrLO;w%lD|SWt@Y1D#lw^S!7qq_XsTZW0kXY3ak6=l8-Fy=xcLGn&#_LlUf2*7J zgqYg)|7uLfG2c}mcQIZ$?0bq$ekbCUa-iW&c7+32oAQ)ZJ|!;X)chlK1rVMX$il4Y zE(N=hsP-YDxu+nvg0(_q&ztsh9E3BIN2<}RsDS?~Ez2Kz-&70WUaDdHNWb*2ZQbi` zc&$0BHXua@o!IoRTdCj(=e_od9+ z2S8daS%mXy<1qlFIz+rBmnXaYI8#(F88opYHo2JLui34Zd)c@M)xYmw`kf%_^H$E{ zVuY5Kmo9fra}GlP;;U%tRoLevUUbwmXiJ^sxUAsQD1eKt=UXaHPNOoI= z#Pj3U69E$L5mssuq~F41;M`KwM>fz1F=Dho_JlV$Ox%bv{HW_r^riPvM0=%P)LEJL zg+dYZi+*|7-3Pb9V~DLTdlc&59h-iH1~S;5KNJ<+iJEtto$Q8$>7;v7$26s6q)?BV z;Q(^TgJ#vfZySY4-t^_P*NS^{c5}Xp_zWqvOVuka$Im#e;?U`o_DJhIW-UqAG6z;Y2dmoApOSj>f=3n>OfLOF=krde z)et2WFVZ0o5gV&7h?)2=XP9(^-KQnDG@wU$ z!Klt>AQCo}-z}Ii=6m+#gU#>ec{A<0qHkZTK5gnHKJtAfg_m_o-BYdmAhXg)q^G5h z0Pt#inxXb6=ySVHq*%NXDJ-%iTyf|eY|YzucAgs1lyAj$v>dMg_SXZl|L%@W=92~% zK%6J8iQo=~|G%#tBfO{5!hE*#Uf3iC)n>B?8f^f-MfcJHsav~Tz+2agT?*>xBV_YC zZNbRI2;%Hwr<}^AKpmG8b-_JVfnlNW!Lnp;eeFBpL;Hxj^LrP8`ZUS%jJFKts+^n< zrty++#R{f?5tr@|pyG3~NIlv-4lD+pp8R23wxO)u)MIX=7 z{r(^?KLY;Y3Gwl-v_bqGmYe$-iil7UR{8=I^v-I2y|pwkHB~86!@|P)GV?tnom>R_ zw5nJtHU`ZaYiv@*7#Gz4G817~8q*2>8um6s{wJ*to=h>;zW8J7$4d3zzu~=^3)Kz^ zXcp*=<-g2qyw4DDulyCAkX51-VW4A$P#@Olb#!g_%5LIsIk4e>*@*vzocQmf*94Sa zfeK}ewo%tlI)-bacCOB>MztEXdTyIlg?@}i2&(Fd0wIT{f`;$II!C)|Iy13Ck^V2Qes`*% zifGcBVlBR?Qir1%%{eeh2}MLY?Fe%;{Tck-r9wfrU3q7q>HHB^X*;%U<^^Z-Raukmv;eWo}Jzq@YkhAHOZZ>pAL?h z=Uu=KdEoCC&v4L^Lc^q@!DJ0JtOOQTckF&}bh?Wi4{BrhN@QJ9gwld1(wQOr-`4H9 zjoR`Z%xI!AWYK<4FQShm_?_|InR-uM`;Em6xCfI5F2Gl;`5_RZv;=p1KCe&39lZod zMH2BpzdcVK7``_VOvr=zmHN0BcLN7naEy6rTNX(w$FH&F!+VBWmOvj0XT#>GrBWTp zTSNLvcLraV6I+$qtsk)nOC5iJ52a`oyrshQ^>_oQdDIlyj?r9smD1)ATsUj2CxOYP z41*J}HnC_EMO_oJc$^R)6Y9Qp(ezkmuKn)Qn=sJq>s!H#5vqGhmua>hLg!ZPI62GA zOPbqDHf6Yp&Ao-ywt1)G>oEFFE3xBF#`z}JKGXD)^Cl=}@tOkMhJt=q9MvbE&1ra? zYX#!8CTfRUZt&WcN05#vk&gM0@aGfE@O(P~sO-2(73w+lGbA&++`KH$P^id{6`*Xl z7&p^t{t6<3N(6_xPj+V97S)TY0i=-pvcG?QcuFxfFeMa+0NP8$wzb^16Y+?qU5>5O z0;jkGwW&82%4A%T+ZM?bBID95SvG$u%yU@vmDgZ~I0w zI6Ur3E(J1Zqp%1$Pe95SmV za=Zd+qPiPvs#Pq%8}BnGGJxG@*p zGGe&CMYmk}+3!+NVa;%-GN%heU6LJh-8nMg7BFiF)`1KQ`cPf^_y%VrCZna&8OoXV zJoPycf0blJT!IIX;C!H=BVaa6#L<48C*W=APuOpM~eQa)K}>DiY~^z%1t8aI!u~SszrCz>6sA5VP;MC zKJWSjIhv?hg!$z(-k4A2Mg-bES+2(H1djY;Vn8wPAGg=Z*|8xJWnSZ3>icw1-9IGv zeE0z^}U!8rUhy)&MA#GgrnlDchxe zniFb`u!VF_V=Wdqe7@|qbfV4tbiA(1FFDQoEmK^o9{F{ywkB4cn z^>rdg$~euJ)Xp7wU-p*#?>g3^nYZ0;x{x*mYHn+futdL1cbV5F%Jn)Cgs7230^KIl zJ9vZvl`K^}EjNO09!G8Frhi%aBUC)ScP-(Ck??iPiQ;%$MeG28nJg_PqK4B3t@_yP zf&>6D*A<~}ZM*`RJ1QOYwOK=Tm6o!Yk8>TIT#4>aZiKv;lCd6xJ~eyXya8yL3lIyX zao7B?7U-9Ekw&bVy`SwDq7Gd;;$mqorO`}Fe2I)%dAxC=jUH~_jJQnAuF_4~Y9drA z!=FhiOJ|H7jrKMt9`2;&OAWnS<+MEyd#2&!=j1w~KgdUj=B=w|w$Y2&MI*%8hV!vV zz*3JsiAt`rzwF}hla+DBU4P!)zX)NUs)L=%)j#CIn3}qi^j)BLAE0IZQu1{Ao#^Q( zN)Nug$RNZ+d3BQ9a5vCv;WR*d$r_P4ZTHM?h>r0|fL553`k-Ybv-Wf*MZL~= zuTP}DqB|vjn}@f*ekLhYlEC-K@Z%Esg1paTIJ&WZ(aW@eE=R*HCVl~@DutBv*TbwQ zuGqhX5$F9!E&@p~or84$C5%!Iv;j2StufkylSRz=fvM)!070wy#`!o+Oh0;V;;I6_ zil67_VJ|HIEkd$!xN&gCD!~BQr!TKdBlPNBj{F|-(S-}?Ev&WOJEw&G>2!VN3T}F$ z;O({Aec?pVuy;6>`z#;+tTetIF`fYbu2KG`dNQF#MLj1$QSFqnl>P^G|VX){5Q1^ zTzHY=g&0cN{PN#&s(1f))m0=JUn@#WA0O|W9vUV&oq5}8LDd?2o(l`^D_Pg_Yky15 zuUd@NaB5W@-glzd>*#2AXUr9!y?=(6!k9#;PzBujHqB7LXV=!Msi;&Iu?C)A8(=Z2 zX=q4P#KawuQjKfl267WJzEQ|0#EhRrU3# z>gvnZ-rlW|kznckOd5|9sG}@2IRv69j=amNlAJDQc0lz`v; z79T$)Ir(mHB4@HdvEe6g;P?%CYi?d19X-A8<876#w24Vxc{$|jaF#^Km*0A>((n1M zZ)7Br^cyk(r@56?YH~88e*02q=NFyZ`>Vs5nHe}ZI2afhIqEplZxU9>#Qg5tg9$DK zic(T6tgIUfA;H1-x3{O(SfYjLf!>yHU%fZ{4G)&m0kn*a+e}TKSH*F0Z{2wL`Mt-p zL;_ar0)53>E7nd{+71s6iu3Z+8v;dtMiBCx&y?u^_J=c!3=Abde*DmBusxou+60Fs znphw#G;}@j9X&lhkK@)r9L;LG&(OO4ihdb8*aqK?wFaG zStgHDzTIm3i#w*T@f{?0P?ulaR}FIb+6I~i!nJl zF)%RLOozFhcECHym$iX$a4zo`cgrEi$IIYH#Z1AwhldLR}q zu&}WBk-dFHV(`E`cQDBBe8vNPdh=)32=6HZj^n4i0E|#8A<14XWvo)YZ9rb zsa+3eBKdUO>SxQQ)vT?Lz#Rql{06V~OJvp;^t{|FEG(=)Mit#70H@(1H#@uQNe~8b z=G6mls;l$*f@X=ZqIt^1#8g#P6%-WYBKt#bCz;Lc{&N2%VC;CTO~mI4-t4okP>`Ez zPs7g6?(OXj3Vh%X1kBFXetlU;=^t_3Yw>xwUhDiC84*E?IhZRQ*XV|bF6vFQrJ70u zE>3VU+83~~vL3VxlLms9VkcWzSnwEh1sZe*3wWG^7erDE2rN%dP7VxM{PKsn3it5v zI9_Rc=ng^M-rnwuBHCmkaSqM{UJ zWsO*HTU?J1CURawUD3!c6Jiu?GIaIyz`oh4Dk|XKx`r(Cd0v|P9utWcez9}@wOD7B z)YjGpb_#ExvGMTW5kZS45rRzQNa`g+!HP~v$-b#6XK-7)=-G^A2w2(LmV;YleO)AH zBBgw~w!}tC>RWqzdrC@5OUuK<&B@(dBpTV&H*o(ky$MnQ^=i^@;9SiwEPy)?77osl zn-J!hTC{^3Lj*1RIqC~oV@f92{nw%SzXvo+&R-0)v{K+&eALer^Z^HZwnASBkWx^9 z%-5Jbg`QY0x?|ZCemm?6Ley(^{;5**@-<57P+XnMp@x8f07x||=SaNAjhNwtBRe}) z&0LTl+gMxstnxuzT)fN%Rn%}_NAtAeQ(N(42cH{cZf?$cwO!Ag(W>U?=;&;-?_{+@ zh=!(beBAzEst7o}+@F+B4U`il9bQ%^z>V5x$*Jwy}2qQb8}j^^%$}b8fDt*U~{B4ucwC_ zH)m&X=b|DZ$;rsP@GmVbb=d6P-`_7PEOd8wpQ8E$wkmyBz&Td)QB+h^`|nSR9QA8h z*#A-9m3B3iWzjek1Q``XCV?Q9D8v8)f(%hm1Vtc?C7^%^7EzSRlmumngjgUHh$Hh% zk%TOQLzvMRKoBSdAt<9DLzp9@lmTKNs=7b)ve)V#(DzF|yp_EB-rZ;KeRJ*zqJRR;}Qcf=bMY3b-dw9u=oS34Qb`uh43B2nrw zJ1`z_0QbFL3da*NhXqn=YidL!6dafTfy2FvS3ansqLQ1J*Sj2ovcxj7mbpA%zRt&| z-VNj*#QzLu$q4R*Pi^_w)Ktiiu8fvei^$V##c72kIOE2qyPpp?+=Xs*w6z%r4N*!< zg9%oyTq=_(oamt9TQglhK+n&wd-dwDr6qYK-7aqq4RS!u z&X$3F$)rSWbMqH7y=8bGANUHtrv!TD5!M|>g%PH3~U^aZ^+4# zC2g#ZjN~NjG`0RsA&0?Ofd~X(Y&`r;xJI>0Y0o=;m+4+5`1;lG>}c6QL>iX#^1*`# zB_$;c#*`Xql|$GSZf33SCyL29{rIqcd6%-U? zpj1TqCe(IjY9fa~s$yef0r9^a3UAN1wThN1($31vWaj6e28yCRz9YK_Nc?-v;s*>3 zJKw+mvb;Pdyh~fb$n4lL#^cqaNnfU2u~;lw9bjDr_MwUx0MvXWN(A8h7Ft)Av6)%= zx%uxL6(>rR;NZgq;2bhB38L24){06hoo3$?6BDzxw(gr~YjadnQzNU}ryGBom}qoQ ze*Czgu&^mZRnLn8W%>{XTV}^vvp)BfTyeiORw1aoK2;C?vy2ErKY(Q+*AnZdx$DY|dRJ!+jbWWYeA7w~r1FL;guU{M&T!=s)A}Nl8h??p39`iAYuRo2=lO9?%DP zj-vByp>S;lBC79tTx_g$g368gk;bxs0nj*q)ro(3uTH|XYdUCjMF&JdynnXq_f8Bk zI5BZ!yba|axyK>1tGAax-KC+?)ZDyR?!+1z_O%zgRXp=wEaaUjW-@;ielyFVP>#AQ zVJH!Yyn=njy-=23xfO4+GBVH@%y|zF4_8-ucDAF7i^8^T`rh>te1=1&*;5uv^X#nQ zKwTZBDzL9S2rT4oCv zTqMXQBJt6q87|!kjLBM(ea4~Ri;6OmlU+!t+m`ey@>rm8l&JK}h&4gn4$LHT5K#2+ zAsDTBkjD2KtgLKDj+H1hNy+%t)zwOz z#^Tb_!omW3?)M!3RMRKQ2pbz48l4`rr~G6{g7>?a*w_>OT{AGR^S|N-*k32Jrl$7x z_Oma;*6n>>Zf^Ehj*n7z$rWd+eFiAa?EGl6pgE1nA0IEj+))71a=-B+pa)iLv6wm2 zk{_PRp!8;oI6g3pid(m$w6#sat0UHhx8ILdU0n^tWVEmKQ((C)2rQbOHfAgzub`-y zVG*8cnsM*myG!GRy=4K?s%Bkp-XIY_o=UBI@uHsaL@`szeGFkp7Pw+3?{sux|;GloYz(7_n?lH$R@bfU> zmpI)u2ZjkIT22LaVo2oR`}t3`(UnF|Ty*^WW&m{X4`$>hQB{*`lq$2md+Cs&eCTx? zunKsi+>QxQ$f1umW;f<9f(c9Qr3=c&r?~86t%N0*BDlNv_x1HXd!~=ak2z88!-vaJ zi&3&vr*ksmTenFM2?QM;_mQ49vj|C}WA;axmY(E)0@xp}^Z)<= literal 0 HcmV?d00001 diff --git a/figure/greedy2_examples_2-1.png b/figure/greedy2_examples_2-1.png new file mode 100644 index 0000000000000000000000000000000000000000..96e35321dc0b05abade61a8ac97952c8fdb86030 GIT binary patch literal 32871 zcmcG$Wl$V(oVD8|K+r%SK!D&DJi(m+!Gk0O88ifUcMTfc-GaLf?iSpFySolPIJdL= z?zMV9-Q7z;byYLXP&5DTKF>MlH$jT>l9*^jXaE3UN=tqE3INZ30|3G*$}@1!<*}3= zxIwj+g4hAT%dUSv2)$MX`T#%H-mf<^H+4&?+36a$Cs7$>z!le z&tNkVk(t`7#f)@a*Pw7u&yEjxz~IY8luEjlUsw2b=^g~Cs9p$j{tdN0s()u=BOekHQn10)^fV441uLt9X#7X=-($wM zwzkyzr#J3|goF?X+oKL8dvRW#gtm5i>WTqrMDO?a#vDYb5Xz_moi@)+eG1g?zE3u& zh|eI6n&sN*)cVTG%B9KIf2z~?Q6ZY15YIU?DhpK{C{MFbrtDd2TAFmtz}R9*t6Q7c&L!18~QzkEr&@tslEZ0&!o5omfydB6jk~0BP%^Uy{wD{6#|E? z)Kync{{2f%!N|fg(%&x)fh75rXw+GP&u{x!Adb^6cJV*_;yN?Cn$WyPyTjUbqkDWQ zf*t-cye?ZW>9e6-x0WV*vf3L0F8NcxTiAg5te;VxSCZD#u_da>oRSWCDcYA^K(v_ACn4jBORv!~2aCa6mWYpJ7 zO32G-r70>y^tKKwehPY-emlQ*S?m<{kR3n+jE|}@Yacw9=O+sz8QlaB?vrTFj}aQuqRdqMcDI);zLmuAnVEG43CD_zf*Qg6G?!r7_lhuJG$%U z05;sv&~STui#a%5s?+4KFx}bdQyv=PRWp2Y7^LHrgy3C zjJ2@a3MW}W>VCcUodz*Aw(VfCUFv5ExQ!YzV4$4zVYKeGa-M1NGn_-WUT<+W{9aJB_T&qXCV0`N1^j@5!a zpH|gB^QqfGxT;y2bsR@#01aObHHpLY18{N7Rnlvm=GDbrmflw9>5KJLyml^c5nS`Z z3Bfy==(upO=^Pz8+bDq}Xo4a%N&L&uX@Ic^eg0tfrk*vyd;^7|f7R{eEB(GqtQ2+f z2faM!dg~5KA98s~KW>JJi5b{jl@WN+X`?;3S&;4I^VI3hUC%5mTeuCP!EAD)niEHr zPTHY^3yLRPgJ{(L(;K1|{P(W>Q@>zR#3_+j#lO#NnR z*?FD&3rmvVAN(k%j0=4GM%|pW=YJiR1WUiZQlHR7h|rmn?`n?LNYqJYfFO!WJ*$7g z8mHYRkKi3XLeee9l_Hlt#w53x16)EjRax;72Z&ygIKH>~Zb6b! z_*xI}8LBpDn%t6}@jWRv(JOAqO@~dG5g0aC= zm`*wE%)`(b?d6eBmKFR~mF{rYG)ii+ceqJ6tST&}YM2n1_2T28pr_qlGvH2m9QZsn zEvO6t@7~D@+t@W&m9L~U={8GIzn(@trY37ks>cHK4K^Qc{a+pmNcu4ODHgAiHh&u! z9!ByGFq#_MyJ)_@w~A6$k3$0LV(PA-DZ+WZmb`@BURKxms(IXy)OfF^3IT(XUZJ23 z&ts=d`EPDKu8VEl%`QFz{T?G+47(<6-tq}cwv`JHu^x5NqHxX2XWq%`;eUdtS0^{0 zee9~*H|B6v9_Dsw5yB4o#K^7ilK;M`A?m0=L@A}D!T!M5eVx+>yRrt8Mi$~xk>6Sy z7UA~Y4k-yq0l|A1ijovn?KnUsr|j$dY{T~0nbc+BVEGtc7o+(tKRlMa4P%Z*A|(arC);<7yU)B8)t+2m z`AL0wOlj8s5yZOQbO#;L;{V$g2y0mCAC5~~j=H{nW;LIP_v*_XPV^7;6exWBLdJ58 z;c0htG7+jJUqU^tAZK1~VKm?f5vD-^C}CWWLr9_p!@9l+GTYnRKxAqvH7PzG9uA_e zsp%~V-sb&eqo3cX}f)G?3qb2v+OnGX}!w0`o-QKSs zQuwLUC9;>CYsZ zYjx&|@Nx693zwjQk+Cp+>Bjs#SSbTPwW-mo>-g4ge&_ndgmJZOow^69n2cj;h5UOO zKTg`jE2lrkfLd$$#9?U$zfwfMVnUqqyNykcJYSzII zw`$%@yJUYG+HCUC?S4DQSxq}lL!)?8>RTq6HYK9BE_@c zobEhrOfFNWj?$2wKV1cX$ce(1hfU{a{5>^P%*lwt9(gt%4ldt&5CgMyPqgI;9~E)y zU7~A}CTheW+dW~d6y#T{kc%igjiUOv^|hufb02bhwOcuSuO4$4RfuE;t{3KB?Hiy6 zjtSw}x9>{sQYE-8HP}pO#>bN7ZKx4#MP10PfuLkgcg7s%;P`f&?5^2d_fe>-s)~zm z2Sj4Nd>L-eMGVkBy=`B!?o<%3R*uIJ8&s=X*pe(ZJ#bDQkch&H@BeGi!dHsmO;z{& z`q{|n!?KZ}ms?cfZx+^KCY$*DhiHCQr?RjLqDh-D46R4gbs}JQr}`}r-iv%<#*5HG zHB01puRc3*E!n%zSTMjM zIZ%JX^O1Zrbbs8ieCF}jU%oF|k{a-b`~xgsC+LB$)e%uW{qN-78^-rP=4bH;tVl^d zbm>n2nR+HN9RK_$6l%K>FluTMZ^Li2;W)DHg?@ktuEIl;0Y?Pyw4LXsh^a`euO9eE z8}Gl%{{49@*2tpYR~)dSO+#1wzERbhSWwGPu?k!R#b&Bj7iSlV>`q)F*jJ8MPV2|P z36k2Oo2SkeDV$bnhtpCK2MS!jK8Y&Rx-D0ziMu!eQX|17rNyHRMV~n*kMB7}_GONY zUN+inUR_U|vLm1v1dMD7?ffCL_Il)ks$2`1^|YHkX~V;KW$T2@^Ea_k7 z@Z2D)N{ga+P|dF9;-$$)G?2je&a!-P7!M+rBdx(>6d1x;kZME z%+B>6XL5ce)t;l=(%(&Nd4;k<+-^PME5jF(ZTxjIE{|q+@8);8Z__6p+&E4JH8+)U z9FMYRiVGct>zbq5RMSn4Gx^tOv}0C`931v>?bgl8y(bk_iC1vBE+-c1>h&MP;gCGn zG^deKi!Sh*FALtzzp?9P>FkW?)DSP(23p<_?nlNtT-0V{;!8vH`4U!pr^)wRn3r~q zti-=gU)gyYy1sUA!H%Y^f1$w1_}rI?nYq88X!e7YWLQqgqrAwxzCl!Bpfa{>QqIoh z;5E6PM>JI83gt)DyK7epYH@3ASmR=2rTSbi_mw3ikbOmZj@-w`#}^kDrBFnpJCL8m7~TIW3(my&k$YN9l~X7* zHZ{aVDyyi}+Rd5S34$=hP=ubYJ-kuK5ANa-h;x~!`);LSWyj7ThoqvSLam>h zlhZdin39+n85x(FT2fZ_UpTbhaOt{*p@joo##?#X`js0HfQ$;Uv9Xbtmme62Ua4u= zvRrBu7e$MHLz?wJjhJR*vc+i$fz(D?ruF*0te?8p=9*;7gi$T3W$m^g2QuoOVYNezZ(lz?Cu&OTcx2wOC`qOM z^)Z^hcwpX1@B5c6GeA+5Ep?F}n&w*NggiS@{8d zoAs-T%A=h{MW7K}5{^qeHOs3`KtRBn+BQ2rZreSu<@vag%J0a*T@^|G5^(kzu-NJO z^{JCj_b5Mtw3%(kwDaoN(Nlsid}m`OAOH(IdB1934c3j~1o<^t*&}-Y4F5+;W2`EH zT26`F6?<;Of}gPlS!GvIWr#V?w&Uymbj0Y6YE#E5$9m4M`irjB6FzL|Z>ciRrKUVx ztp<@~dtSM}Qk|Yhp{^wPa;(gW^gQh`GUm%Ys|`dgwm11huAE9wzTZ|Xwe?Ld8PWan z!E-jW9|Gq1^nHvvUPN#4r#v1bd)lZ_qA);KEZW51tvW=u*Id>_(3l7>g|t0Y(hUSs zl<&{Dd71fwa_lH^H$x&~u7U*-;E79ZtFs -f++c~Xoy;mQ2{`};#%MlkGn!rb;eu4YPU7uj1MpH5p>R&E3SDy3Jrk*0%Qz;tDI15*$4?DZl>*Izq zEe<(|DCt2~^m}Q*fZ9HY3lrE;*)>X?Sf<9#tP8bCTg3E;xg>wD#wd8_VO1C~k z7@?qwfPQ7QF^9UgrM6ksAC~2%#LMHL^4?@xGP%!9)Fm5ON44JssyVC|T7KuyfEUoS z0n%|}dmHe&s_|S0aE|vV`I1zW)mrJO@O-$8S#ufZ$o`_qVSjEcbIyTt65@M%{i}%| zC@3}oRXG|V_ZxAtzQ0@DPk)u`kbrr*HdfQm9#xKlVb#K}Buci~D59H&myb?4`NNdJ zI>eBN{6cFDs{}!N2e&GjAyN_P}k80#uX%3$@Wg0Y9%IKw4Vp- zJZs;W?8Br(o<_To!MH5czT?w~FoxE@!lYsM!H%=muKLD=Kwh=W1$?tz;bO33J9AsK#g!=f&pKXgWFk{Ou){cM60nW*Pbr z&@%x3o|N$MrKM+Ntms#Q6wPLFmb|)RVQ!xPIh{ddkxbHc-)zp=3Cq0fcReLKP$n?X zS1@>=(c(Bb$Y9BPprIJQ93AFVrS>tu|2X9MipOpxZ6;F^=8OR7^hJG7Um2Mjl+-)c z#(hQk;25yt#`2^=d)cZ;S0sqff85RtBNEB=Dz9SJtn^7i2QWvAvL|-q7W2G748Y`a zF4QkLf^HD}NV1~Tm>5x9FetQo2DrP9G|v{!&g~B%=N&Cl4~|cbAptB2ce+7R)ITcK zGE{n2!e(@mzGN)aImg!5!DR;d~(~Ooz*F$syB0AthkSdRyQ3t&hwX->HjBH{g^K}>>KN9acwFtEEJM= zcD$dZ?}vVcZumL)?4>|9X2xsN2{D16cl^T(k7E$SdD9+X)m#W9FhkS+eumg@TtY+3 zZ)k#6Tz+d`t&} zlao^^PtMlfUdAiUz-Z!7GO*2f`-BQzG7SVCM=cCs!!>Y-*ricdj!xE!D9jPoEqz)M z8>7LvSvON_)qjP~7$e3~>lWuEFVK7`@Jk}wi7k!x)NeuYzH8Sj+_JE!=rz{)vH>pQ znEVTcE?Qg)Y?YuVn%Af(qKF^O`c1DSggA&EmJi@8we zD$y9NHRoGsiP#VgXx`5aEZ)?A9pLy9*}IGTxv43y(u+^O7-OI;YxQr@Ok^F(sQ1-BZauHQl4Ix78f5JZ@2E1-`1hJ*28zl z=W3K8J&hyaH;6Cd&wz>#XB@gsK>KkBf`E|GV;_n^UcA3&-9%+EqG)<;@>tNW0h|5Y zm*G^~m0#gSX&?J|&#gsAUlteLz(`x>43XjJx5|Yy zo&z3-3D4X6`4K?0`=dSlXbzHGUL$G5I2NI4!$3cq6^#{${Y7kZo5Q4;dEddsFkfUS zE3vphvPE)3jt!_W(1tW`=o=6Mk+FpI1sfg(Ohr{BtM`6j=JKHlmHsBG6M2PuT(gM;qSW;qP@)>l zZYmpkv{=mg-T%?ok?;1&Qn0+NNcu7Mk-LzwCS&=jr*ihx=y(*7JQmOXnZRfz=UZS^ zTwcHQ1YMYT;&x@0aLeYZ!<-zYHsHa$yeVghD08#}nYA?3p07MD@ow)dEJoH-Smi12 zEZ*e4d^Brfugjk?DAW^C3a%c)3qtB_@`*@OOa`@lMshJO-!>a-0m zi{d`N=X0W@H|s?bW^b`d#5-+Q(DBXL8ULHQ(+h9d_!0upbQgiu#2@|jzmYCE(=?H(Ynw#>Dxjh$Q0b$>88#5WmFDoz4!pNuu`nD7Y-5~^) zmX_3r6#Zb*lv&6)dr;^cjZKZM(h@wrDrieb5kmJa1$yXU2BT(70)6-dR2N5*R4`^@ z?Q5{DZjLvS6pgQ-?6Syd9~cPsD~XML?c(Bsi;If`jgE<#nwrAIz>w+#Z)HM4u8ob2 z)cQ+p7{-+|N5T}@yf+nZ% z$)teC7D|Vyyp48x9*A z8$I$D%pM9jp2msgw$6nE?o+|S%~&^u!>IHq$`ah7Leml* zLN4=F1)Z2np3D2`^K737+<7y84oy!=*Z!>+nPI_@q5!YqzT0G;i;V?RUTWThuU#}v zhPWB=X~Ah;JKe(f^QJUNVf_yg^F)}`Wh*=wwV1rbhy6Y1(u{zQ zL>w2yg_V=3j^iieyD14Wb8!!LP(Z~}2?aMQ!A!f6+D`AI|PqS47s0Mhsa$MJ>VkNSJAx4Ny zT%1tNHiMfXo!&X8UE?466cClL-?oyQZ=$5s=!z^ZBAZIRx>BN0#C^_BJ4i6xr1AZ7 zr0D6Cl0a-U=`b>t|1%WiS-UhfF#2)uv`x~iiv@Fmt@Nu(yvRIt6h|jAD<`6;B@%b< zvb8lahp7nO zKWo!|IzF5xG8=ik#`~7-07(YqGv#>q}mL)R-K1KHBK>sWr0j%%B3W5XxW0|Ej5B_C4D?~@CAgC zo=Nz@NJi5y@?Y#m!s@C@F=Zw6d*4vba^vz9!4|s9S zEj_IfDl=JQ#z_7yIQj_fxi5%U@C69x^o9u-+0k)G^V2c}4_}jbi9NkIL5$TvyhQF+-NA-QDV&kC|GT=__l3+2s1y-NG0*4 zZ1qg(PJIo!wf3*El;8X#m#LI^f!>*NC7`{3@1gO~(VQqOKI&$yajCJ<;lLFcc$~)} za-*Z&2aO7k+v1|4TK&7QP|{;z*LttbxRbq*t4UTR`tw5Z@iPObHcQa4TNz8(@cg30$3l+O)txzKL|Jt_A?v@ zoiP_lJqfW(j6WxCo-Ekhwrtfe&YstOT+Qk38po(1{Z#(Qym@yXwap)=ii+%D? zL*PUiO{p~psbuz;^6N`=Xc?Or0e~n9Mp}pzUt^7G^tH4|w18FHgBiS_Psz!0<#*&l zl~6zULOJ83U3{Abx()}+9oQ?4aQ{s_sN`4#wdgFb5Q2`p~!t@aqSa*UZ?$laqh zAo!<$YYL)>)czaOro&{pk~c90y-@Z^M~DzD0#HWldEtVV2Zm>%hot)x7HLgKlW}@r zcxJP=mauXl^0WbZ`C$vJ+@NjM;G4c%G*=lr?72s#@O-{>=b-gVYLaD!!Lq;CJ+=DL zAPiO!PX0-KfSJ!BHTTC$z#mU~UDrX50>~^hpU+Zcw*#CX?;je)#r+XQ5|iDlk2|{V z2v|#nSFYi49UMeQ*Zn;^FRJ4vq5@m!8jIf*FZ0})!?%^9EvPxU<<;mC8{#-^s4VXM z#{g{miU}Vrxl}wgs)8YAmt#x*wPM<^9Q^+TL7%%Z7g8o=J)nY{l!=sqy&A*}8Q!oJ zHnDiDCQz)kR zi1N@HM^|U&!TIJn*_ZBP7afw@cd58uE)Eb3K+n~Gh|u$PVgTJ~1_u%2=(Yj3=vACw zFLP>3%ooK+bpfXGfzr|qV$&v$5*v=oJcOe!`~3l&w@hx(o!}hIbbUHb0Y0V%xa&?{ zh>8cvKf17@E=2$o7PbKETWz2%p1oD_lZL@w(cGySZ$3YAmfh4lwh`E9Z)3og zn3=*oyTA)ws6_ZaaN%9VFcOsgN;aW{$MdW}RyFW9Ua{FVXR!*1K>ZJF9x57wPCz2r z8%5>eIk@VdvWH9u2Zu6}C8y(ZVg30UB`hPi85N7aYBO_cGmv{L-829&4;2V=&;q{0 zwt#eR_L;i}___40I86Ybn0A9jI_mA(B{aj~d@nw7V(E^LRll!LLP(8#<0^IxKVM5OZwpmlI0XJ%)zi2ilEq`-|7W8;bu{?zt-M zXCm&SgnlsZ&nL4vYYqs=qgH?ts#=LppSS>#7iS-UdpmoLF3A^{mp3~wc8j=69%iVD z+S7x(YP{)unVp8k+lTAwsiFAr#<~M2{KoAk@H^KOs;{4Vjm9;~MuqhBR8?uLf0&07 z!5G2)3nh~%rbS<$NlE*`ZG>3*xw>7#(#I8&jL{5sp5<>dRW#k1QTQQ&Tn`lU@!;uT zE0g}lq@gb7x?C0?9a%QL8#fj+^{!ENXZi^7xp!E0cSwHeATtw_b5f+yOh-cvWT}Pe zSkqEV#ZzP?E_(}Ey;LZ=O}|{cZ*tlIPgx&Bo4f)F1ye-CuV24zZf(hZZoS`YEl>D= zBpmie>@tPDxRboB~}MSn+G4q;=^IMSDOs}=F&~DVJbV&v?a=bEpZbsE;H!n+ z)yFS^mE8XoVf_oXyq8EgUo`RG%KSHhYrg4>`qdXnQAG=q@_IHcHB~XNoTnBS8L6b) z4MtNX%}jR=(hwI^R0xfMxQWXY-V_W(vI4M~sFRYG27;BNV{K}xrmHI-*sDuQl97>_ zpPvUarQF;~H73k36&*6|XXV;0u4yUd3JKkbOsf1scj}05PepObU zilHMqK4xy58&YLpWNh*{uBovsw&J4t`J>^P(uRO!pvsE5#Ipt$UiGsr!+_`&u2wt< z5@EdMWb@qTb(72aXKa>SR6_HAnM0W_R&E4)3hjwR;HiDV3ZcH85|7PJDoV?NYxTL2xg(JgXXVpk53HQcO~sN?bXJM{mur)uUzF8 zH>kOVmBh3Tb}G?Z*$j4nA=o(m*dB#|eB5lQXAMJGf_2k!K_LBwsXQ*BitkEFOXHZ# z{+J(}4XmSf5fJY~EQO)&-8vh5i4NwYwZ>{yHY=$y33YBR*N`{-$HG;P9gVt`k_=m0 zgwZr#L#3!O7N>MT<+Xn@EN)=M+H<7V*v0N{0qII^O?!yLJFwdQszJx&$vL~+OfY9B zzT4}KN&2AXc&OvHx(TKxKBJSb%*O9SkFfVzex3kG=MQT0d%I1JhkNELm+YL%%5gnM!(aoFy-JDZWuvR0 z3^k5i2Ah&VD!1D!5p1K;Kri(Mm%$z*X$2pZk|-X=ws*2$L`=R%{9kRdVKX({6zjs; zc(T>1Zvyt!j!iBFh)s7diUydtUy%I^T=4Q}0ggo-D{5x`HSMz-gU9?``+J?24-uVY z9v6Cqyt7_+^D)8^8nc=|!FLc3jYX4p*~GhSM@n|^8103EMGW~nPG%$^^(|j;;QvzM zr+Hr>5)!U|_qToydUCTx-v{irG==}-*Us&7^)mksD+CpHK|(QHQe=)5fqYvxXW>n^ zJk?%0E~nKpKa~yTrTu$H^i+FffYLIcY?+(se!C}JU`k);_~{yX%2cIX{7^(id8av-C^UrwDlb;sGSo(ZwJ!Y^9ep_d1gaf zeO(Bb{u6LVSbe`Po)g)t9rd@%{ct!~AL4z8-m`QE!J(ftk-8y3K zcIe{^)Cn?{f^U$}ilt?m(v%X}yoQ9>=mP#mAQKBjvt3QI5Muq3mBe8l zK0GYdqQs&D+S92rOP9jK!&v|h0XuDKoJtM|rkUYziniug`%Bx48F?ZANN){>9gPMz zJNzzBffcsJ5DOL!eS7YG^O#xnFdeqbefdX60pXV*9gUZccTp{?yZ~7z@r0H5WQ#}t z-UqqqLjiUT+2P;5mBjsaV!MGpn55F&$_5TDy#Af*&8!KYLyJRif%LY|I9MUU=%_yL zKYXxIvx94=ekA|PZb)A=c7HGV+*_kuKHf3f{cwN$s7tuqTGg;9{r+GspgUiP`R~LB zWFSJ`w_D6XnVA>j@6>HY)0dTFhIIwwRefp*LiP1A;ZVQW(92MJPWE4 z+m!@sH_Ynv4aFBM z$Go=tv%IG>J`EuV-z}{BPQ~&yQfROzOP0C%2WI!ykD1uTnrO{j9ZtbGPWAEW{M4VO z!AHHdAwo>hhEiHg*j=XG zr4@~R^`5TLUZbf75Yan#ZRXcl6z{8Cr$wi7dLvL9K2}RLsBd84MHmvey8^zi-KBon z?A(0UnCe;@8g?hPze_?F72yz|;zkXK7=?VG7uCF3y%9Ia1J&bA(+EK(3=3R*FS&nE znq3P3@5j0M?_ez^vdv;n$j`hH7B(-IdHTzc&sY43JzlsB>HK?H_%-f!&78UiS)T|% z7k%FPjD9ZyVf9aL#K;xwXdf4P@%gZ;kEr9W#KY^4yw;x0>R|w1l%lNf!zfwhz~@V@ z)PQdjGqv}6J#k@yJr54^(Aw+*G>9!K$A|jq5~i9$UAS5ZP3XO&7ZK+4!W~FJxUIg(%E_m@5|KLT+KSJ2HMsH^h+}~yVk*2uV=!CCE z*(Z{1?tB*;x17r<^kiY7Hb8njGBOKqO3^XccqJ^mXdt=r>i-`_j4#yf4_Pw zM_*@ZPDx>_h{P?m!I!CP1d-eMYr#(i9~ONj$AA7)N;wWrVAS$>33h!Zss9^O5Y5p` zSVzk(Zr$D8)QD4)llq2++dDg8l}1bJVf~A?HUgm&-_AGXN&48lHfbt~;_B+nVI@n6 z5m`1U1KP@o|7f}(6$K+W@BsE~Bqam=N)8VXLkT|P(T4by_>5yn977-QxSt3Xh`>#L#MpP=Z4b! zN`eR2C}A~eNsOqFTs$N`7MGEc5o-Od&CTWmP0NYQy@i&#(xDOz!o2^jB`sM@{N@eV z`bkVI$j{F&E|wLYez=1(Gc$8?a7gt9hlJSK+J04`-LPx`^)Dp_k~9X^*#G#1NrKAg z%AYWFeXL|jG7bg9b%t#228Cp%1-uU{MnMDZ4fZQ5Y7yEJ9tOML+vMjO2s6qXh&+~a zLKcg^p~8H>b~BST%`RJ%G#?nduJo6fozfBGnF~U5294FT%XQhqs6(j26yLq&DM?5! zODzgFhcB~evcM;jqx1saRT^Wq^<~hB{$c|K(^qL~9F~=_f1)LMbUO=L7gfn0Z+;m% zt2kZ2ba;`9{$at*>56^INx;V82<8@$hFTb#5O>0*6xi7ntxX%N8ecnOb=69xJQY_J zA5mD0JB?;WBTL9R+L)?z$ZcOqvA}kCeb&yrQ6k4zYoy`+?#<$aj(Fi?9*Jn?_m#cx z1Pj{H-BE`1Fz@>7#D*&T!guuL=$OX`Q-VT#m0yMz4nN1|O{ePMyC)D*`n^LYZvN(a zy)Nv@Y&CJOc7Db3uN9)*TGjNMLss=Xn`G{39qtGvyg2X!dn|f~wWgzg^UJLqYfnur z7O%W!9^Kr{Y)m=`7`>90Q^K>b76H>bD3$kFOaVUQ0Q{e93jSBZXBajsdz?z~ zOO)K1VdfFffBGxjKV$i?@KP897GBN`nJH1$4{uH+4BpD;CIz{CvC+Lv`8K}u3p*>B z?6ysO@-4AaU7XSg(7u$nVCj z+Gcy;OeJ{0^74UNo?6mW9Sz{&1s&3bJt%lDmY7Zn-~`KRii|vXHjA?|GnrMn$Qrsk z=@u)xWhfLypk1(JDae<6y${NnYEDdI!Eb8GNC1JQ)#Wj#*Ky*~nQgGw{XvRO>SLJU zI)84yf8p>V{Z9)hCn%W=cQys{J-IEc4wjruV>lx+Rz?P7As_T~Qm8$ZTwEG}c6~Ns zrp$@G8`v4~G_{}?8nA7Mj|HRdUUJXry6n-1U$G+iN)V1NN=nZF1LERs>TwMFwcuxjge zClw4UF2&<$qbKI=bElIikCc(1wmbzj41jUl z|8U;Av1Z{Fim8v2Je0$+5j%eBbj z5s!Q~%+{I6DN)H+>H%M*V&bCGR;S_vcL~bS3bt(= ztwJlR9BZo_@mXI_q5%A_guw0 z(dPHZr{Z`t4zywo%;~+{;27WHl0bMG&*a>{0!4$%0kWG$uVbS*kSN3tq8zUy`H$Pt zD#yd+aU(@Ic-<>{SNvG%8Rye1`WLzi6Lj*6tOgfe+=TEx0o#upS!VeNOzvQznTzzSijCT2#?kV3MmDoFL`35u$1I`6pH=~G zXOp*j4z|FZ{?(;7ULfxss71$cdYMKRzLJIr-ysuLN)J#@Kxstqw_m$!qh!Kfg051) ze`%%P`XF2$9;0MhA^tapM9cNzVuM4nI6?bTC^(a6pBVPsJuy)sQ;S8h7jG>w1O1rf z9g-R=K*zz)uOurg3);Ew)9FO5kN3Jcn|{*J$OugA)6$sf=n~S?vpdV3NB(<`Wx+V zWca#2CKg{viO*oi$i2~BY!)Yk6ttBDB?+U1#r%?exl^K4y7Dv8)m8FIri{`MJR^Gm|!#5nOnoH}tHk z$`0ef?MMMPU@KRZ?M*0*ZH;VttV*|^9u+Sx_h>E*R7w(=Qx(nW;P&RWfjuDbYGJPy_G zCZRvnTNrN8WV!zF>E+`BfVw=7a_{17_hF0~OP{!9a3=eBcxyIODUDswgKMwqd zTV2ofr~No_j0zd57Sr7SfPLI=v787W{pYTG5;V1Q(`#K^lyxn?6#aqh9%!`@(%=N; z$tTm3j-)k!F>@6`C-L+rtrlwR6M_*41F7TD;T2adVw0O#qxx;xh+vv|Q*90pFU^|k z;!SDCKXZu;@8RP~?-zzk2VxuHESZE$&kXaK%731a6E{r4VD4s5<0VrD@1v8TR=?G@ zh1q_s={zBT(nd;DZ8zIrOsr*o%T8E?X$H=`R>)f)tl6ySI6PN@xDG4x5VXjxf4boO zI`I`~AIr>ko|RAdHwsw=mUgA3-B5vq@=vD33`P6n3mT@{_4Wbxg^zs_7-uWc+s(}k z{MsDnvEKB;*DK&sllDuA~)#j1{b=+%(3BK|p>OyAiPHzr{ zeF(UPb&UL17rbt5H`pv0$U&!UZ%q>w!3Hfx&X-?2oL5%La1UHEg6cr#dkJ z3qsVWiB9FntiUl{RmEYCddG|a$ZMfn6dO<4&d)c3z1|_0D5;#nep9vVqAX;<>yh-< zZMD%GRS708OoQ^nqhJ%ZanGvp06%n`MfFbWA!FD~&@|tYUZR z=V9k#LF-OAT5ed?&BE!ToWa}>#)J*Yj9F7WY7+&#y#Xom=!C^WS5+b zFYR$O6CC<0^H>1Bhr%RDjQhy{wM=gp@66~nw|35u+!tP6Q7gnfb0k%l#XcECygxy? zeYMuRnKS;AJ<}npF}(Kp1?4`LZ`15$MV&3?J)`&FhPgJWuEn;w#Ws_t6!~l5BY~s> z@wp23lFf6~MQ3OGd9s(dfhG7TW>-2Wv2jtv%Vzk1-&?fRX=@d^kT=I44i1Nz&$%4n zM^%bZnXbF*44~cTt=nO7VgH5k{hQEZP#|Rp{1Zq~9gEEtzG2h#eL0;C#w{MTF z;29wes*>@+i(bI`uv5~g2ySzJW7eIt0H?Zf*CsY3+*L2juroMn+YrT4_zyibGsIKg zIf>}qBpvk(oJX6TH`MTIsWVN0Kca&{-yqwKn@wsnlQ!qpUHuyyy>{ye@wQ=Fl+Ie; zhp@qa_LNRo$y&?PT)iuWBlyc<4Q`YJza#rORn|X6g+*R%^s-^ZPC~a214Ggd7034^ zJHCI7{xwUzN{z3?MQifHPgz{ym zB{13`nu^);J*ew1<`1sq#qu<&ySE~9a`a7bb6#cZq)H~p+=drEJ-FJ$DBR{?o6`Ri zPVxTNbLx@RvXz!?88sh{TcyG>yiV3UFIM9KC0WeqtzreXM28N=tGEew12`U7( z+)~U?JlsD>OToy^ssRyW5flVHp`oGAG&D3878W>Aa9GSVM9q|e2u$RRTA~}$%1b`? z$nAi2#KD1q*LZl+eXghL{wXQMs3KBqv#Val4_;9C#RWA*K~d3uKQ5+|lhc1ZyLOxB z(f+=SsEUY)2>AINRaNY$5MEy1t*tFbM@MRX1AToI#Al3*j5ts*Y(?BUlL(-t)~6q& z4q=#DpeF>2o7sI|ImY!0527Q*af|-4GaDr8-+vGp)pM4&`Ttot`9*H}iLR|iwWtNy zCLb9HBG+5HEJ`3T`X&_YjS+dwIdI)3|6PmW2PF>&-1ubWoaDA3(J9~QZC|4Ys|@s4 z(Z20U!&RE(fYU`D{OxEXj?>vhazlq$YTyKsr*wQ=EI#+Xs$&M>g%G=b4-31@pyyfA zI={jw{7(E>?wGwF`uFK|^Bjh#lr2>cX1yJ&;Yg^sjLZP>6B_CJX1BwsKLJR39uHGf z`&Lj&Y!t40yu;&Z+4VnEuXOv%aTpk67OGO}pN98`?OvuW9}BjR&Uf1Ebkt0ElEmA$ zeAP}Ln|}>Un%;`*#&yRh-h){3H@my+@(@>rAI;%onw_DsgZkkU#%S zF9_j{jypF&T&o~Ki{2XTD7seyCuHdVXzeSb;_8+*iIF#GfFMCb6Cgo@2Twu+!686! z2<{NvAql}9g1fuByGsXm8iF+LZatgaJF{li{JG!E$Kp?)b=Eoi)UK-i?5by173N|r z@McNBe1>M)O!Mp}qy?0R34a>h9TXHozRFMIsQ(X&g4NsEGqa(7*tqVNM^0&JRe5Pq zbNj-1uK=LvYJ2QNzhK&4obg;z3y?q;khl4By^u7IYOZQWgu*jZFQvxHF0f=!Y@u0* z_7{z5mb`eOmj=^8Ss&L|-h0CHc*snh+tjkXEd21k4OM-zTXgkp?pS^DHHB8oY#HCg zNY5h_lZSIXG4qe8Rq6_8u&f#8#z5$**iQ&4e+Rigewefr24SDqw``s5(`*Dd53O!> z9BoegV7N>g+#X-gUh`;#Bb{c9w;Zf?H_Rq0Yk$N$Fg-E37`=(|_hCAP?QJ!%6D4N6}aipRRJ?8XUCcfA7MQ&lx`8!3w)!l8X-CdNFw2UVx zbmCHT%BLNXLB`xNG?;2sRs@$?o}dcP%hZbFXDDAw_Fj=!jp~DQ?19ymarwzSrVU=T zmD!?#y?;a;FD%goxSa;t*3d@EHSb?*xtx&^c8;IiyWajJ%wT)Z*#E_SItZvB^t5&1 z9y*=LHnFahnX*nak=k}C7u45ZZY*VrLU->6qMy!c9?b2UuO8apsw ztJO=CE2;V_GNIAB!{+Dv zip!28xV}anJza9{f=o!``Z(3Z-Xph#m))Q1gkmMDjF#8UMG3e#D#;f4t5(!liYaiz za^=cHgF>)xoJF;&58^aNb^ZvPxy~VkZ*A6h%h55YMkhIMj^~ZvCk|q&ou4VoZrm=B z{Jf8i5}8qK_zp^)oDkisH>1jsEbkN)N|kl$vJ z5~tkCfqKta(A7OXpjrC7vr&Whk`#WNF;>sWK(?2x7kq0E9~mg}%3L0{bMQ0TOMV|o zejWVijLIE$w#R}jHmxUbZ1{9oX!p3g8BhO~lRj@GvAz1qBXShF+*~he9Da`j<)&Eb zo-agQZ3VsAVIPLC5W_M)=NQEk2ke}zw2+Ws{?&L@Oj||8u}`CLg|z(9Xsp1vt-M@0 zWuqZ&dq)4z%dL-%Jlr`e7y2QZpNN1 zS;#>{Caz5J6PF z6GTyCKYYH7Kllhvd@YHELMNu7(WvWEolbd`NSe5nV_JZ8tJDbi9E5@4XY?oJ9@ts7 z6v;ZR)Hcg-8U2=(7b@rRW-(NGXOXmjhMx+AHalgf+-w?F^8!Bgo55&HU0;8dqWkkX z!Obn+d*L#O4?)qD#GJK5$&Q}oYJ-u`JBy|_>j+smc?5Ry%+r0F?j<)vBcn06y<=FM z|ICVZvjY2M$?g%d$b&UGF12Ewt+3C_ zVu5O+6B4@i*x7E4Q%1~HQK)Muyd0n8;Hx?@aU1l;-`RKC=7;bc9>^b%?_42yxV8^> zuxllWIp!&jo1gbz-MD|fchK_@t^><6jf|1&?r1R?tgz{~$JA)FWDohM)bBW*5plv^ z;kUllzJFirme2*|6*d|liUN5uOwi%aO!m$J>>(BzGVzR&ttlms^>lxK!)iIbS94e7 zA3oQ3{1944wdc#Zp<0NjtL3^J&mRJK0xM;ewmj9e7xXqba`9_P+VAxT7Ho79znr%j zWD?iEy|kSUuC;had5%SnlD9DR`ZjpnzE`s^u=BRiOu3K4GO<~MEy|h^+1^~sEm8X| z;_D-96ve&ljqg!Xg;Tv8cD5;AuO(``t{%lbFaKo#Pk+@cDX*cl9R(h_d7f~($&@N)L}udg+k;$ zeF~R-rAMg*C{FKQJpJb(!%E-4z`)?3l!SyXr4l$%qOGm1qXR*&#l^$RtfjMhQp&I* z{xL9mbz6%#Y4cb0$IZAm&OdjASn;s9F|Xv2@t^~ zdO%?PB*qypTFuzF^q{+=(sc7eMlC-SJl-u?qT70NeH*~R~# zA9>$k8CAWxR{Bkmq1R=zJqGrg;-?FA54x%e0*>gSKhQ;<9`2+~LWL(k)JkA?H|;t}p_0WvQ8v5U#o)q_1u%Z~k~ z#qZM^62j28=eu+29__nGPWWBZp0l;WnJwbuF80ndSvSTMHR=N8HuzMX1|XuP8R5xf zWB)vJL^)R#l{R-Gw&4;zKOL>kVBKhWVqUh8HJDiAZqhO`#l?IXY_3wv@W96fUSp^K zCx!wcsdm0{(Qa|W>rOoC_RUn?b^FJ3f7IjKxUkp>o6z_liT!#b`d5uFy)LNg3b%&c zRfFG{A0$~%I`KHT^l$yDPrDxJR?~DDBtEq{I{$@mUtn`5Zj?|F)9;-~729C$54>ix zmax5^KdVIsdl-bCwXf4RX$qnqYn;;^EM@5HC)ngvmc)^wC@h?|(_`J%%7rFsYPPhN zNI6}kg)%yr6_Wb(4D?uEGB<(MQiUT|ITnV8(5QdTQ36}cJetHEb_x61KV+9{-0K|_ zDADyYo91M1mDlZ19Rd^=-sIB0RTC}65a(8kykdrlqa8&DH_vqRg!#Voaw6O{gAIuN zHZ}Upx(%bJAG)?&uAlq+H9-Nv%~z*xmoJ+uh3a4s$Rwwmv&^udtHEG`9Iu2o**{u1 z*4nzKS0P=@Q7in8;SX&+x{QSu_Av>pi@)>yLvU$Mi%*SdzR7&d>3LuIHG6%<#Q%?ix? ze7lv_wYUd)cy`P#`}28mj3qV-r8oNh-}wr8*hTW>Ewole=+PML1iQ+qo&`%xQ!MGH36^pLpk@A}1$J^|Xq^ z5KKON=bhC9D0uBztRe)-M7kC_!cZh%gCsOJ){-u6eSFIZVqy#zX`1e73GH5{ZgA3I z6%o>C?<>3L9i`MH=ikgReaMttI4(QeR*(z1QH!rrj`zkH&fR(s!z-E#;U4W9kq|0$ z&n+1$6t%bDKU^CPje%+j&zL5}FMmUyef-RFm%A296JcjETCAXa7ED#|K+u%BgNfrcQm>~^ix*b6*^Ef&Mi{RC5&FeCwsxqVAynnth zt|V-c(`qY-R@yB*m31Uu!j9Lp2Ept^5`c$KAGXp@%eaAlDzGZ=KR*~O1VdE zS~J7%Jj=hp&rq)nHI8R>?_MSP-I`Z?YR*?o26J?NfBGivOV=6wa}fiB>(%T9abq2A zF(@oqFv`;42`iB|3!CXDR)hA5abe++d>m|5Gx%^vOSrElt=n4!_Z}OOPT+Bz zt37RwFz~S{#EpR-BfZ(f@JX2-F0LKSm4ox9#xBK*k;H=O%7W%=L&v9v?baCH7iECB2o}pQi;!0ypAY2&PNjuSJu$E7|_fOETW^CubsyC z#o7sk!q+B>e6mC~d?uSdYDmp@PVe*_+?bOkjE{3nSZbIXj^>4Zr^Jzp!+Ft% zzY8blvAf0{4yoH>-Ba<&Y|OvDgyekuJT}sI(led%r|a`XqAI(UW-0v(83uLE%(>-H zigK3vI|Np4&F1okiugf79)%VrBjVYql=KgL=J5SN_xcX%L_XZ<_HOgjw$~W#6-E{ww;fVWE*gn9L=B*vaSp~1!H{b}y&m#sp>B_h_ zBmm=KqgJ!HeZ9_k*iN{ERmC(JZ0PDnAdpOfoC>e&Z zjMeJm_CY>$eGH^zIVA4kVoGao9dy;&ER}CEP{}d|ABoA-)gB$$x#c7vTOOdGe0>T&5(VY)fA~Y2re1aDV7VJ4_!wUH!C)alLHGfk3@f;PP%$yF52>ME z>eJKH_rC*dRuW3j#>NJ?QlR3JmpVundU<*I`9&t!Hhuuuj7?VoS6)Y@Co+K``E^l# zdSUm6qRE5ea6H@1iD4Z|CF_ZR{%Cnnwm_xlWTiLa$GI8DI1d1AGEO2ZZ66>xq|eS( z2NxC==I0Z=Kw;aD5)%F6G4P@2>dX$5`PaW(i5Z-74eZx{CZZ-^JJ=i{ z$=XL67hr#ikF76;yLGi)H`|?fc|WhGC@-^(Ty+U5(F9&vO^kWTBnfV_lpMd!{A3)h zX+FX>8uhp+nb*cxayvkJff0YtqvOZglU$fv-B1i!$sJbP2u|(2!)kn1#uAck8mT$Q z2xU#)cPs@ok6Soqu?nXs>i*)gZ^{YLQL$r<0ek1EHh!;OGrD`Md;eUCHs~5`n!0F= zDGzVEUezt;WU+pkc3*7aVs@6z2KSgaE)oO1vEff~JPF)SfY=ine#Xv}mwvN|Ge3bV z=l*?vtkTXBPHQ^JRWuj&IfBn>p%N*Kxz6v{+fWI8*@tg2UCG43I9)Q_ygXNHDQ{7< z{wJ5WaGT7pXKu`T;2GSInY_~Ic9oR^&*N<8>ex@f^rpcON3MIq?eZqag$vm4af*nDMth6*b4{c)$38-t*2PE;>=x-~F zVJ*#hzmM`l@xGgR(VG7#W;c}<-XX4#uCIHFKLf+;Y?5BWw@0mLaBP;vd?8NLwg=Wf zC22_buiM|!dI&~n$3z$k5F>6xt1n!e8tU-mnv(>ew%04#!k035cW~{*hzr^@{Z2l* zds%-q;}_bfxzSu-olO8ureOEs%suh<-ybi=-7Zi~GNWPb$I5AbtE&^i8(qVZqs*oX zfoclY+RtvIo>WQ&#?g(`R_696q-sNL4^@BndAdoftBlS7tknpx784eg;pL;V-Sc6h zPi1L-Il0;-7g?YAg&>-jvy=EdJOmBSWKvMZ9f82ncknw{_tKqR+NL~& z63K)o_ok+a$(abt zD^>p*(}Rr2GP6hv2r}NJTS*i1yR}a!&ZF8YA0KTx>{)*<)Ph3W)U~~Ed-cjHubKp1 z+(Nv<%$ci86t=`EIudh4bo{S@(0>5W-@Cvp3h-KWN~B zb#FbsATB)M(Z};W9)0L@JFuJotV6_uVueKy(y?1w;b$CLe=x4&- z3|f2slClyu787UNBTVv;>Yd->!l#XnmartY(Eu(V*E4i*RQyslbuS6ij=}F0<#MU( zk(&i7j&90)#vf7HMsT9uZ~Y&S4$!T*E{UMkx$s(m6-5k zauCz$&)MN%fdhzRy*ejyttYr~;=8@@sOslJ*46s?@>G*+E)6S{C(U0TU0gT%2n5=6 zH%UQPW|8SuO}2!QaEiqHYVqw)!s&+zb5XmEzTl8BgS&BtR1+{v@uMnSeY z0D1T)D?MIWd&0%|glw7XYQMK|-djzEq)|aw*zTw)6GI5^8lb7(7J#Ps-m>f3^tUES zpk@9MA|!Z4pKEI=80*XF^Jsy;UDH#J+u%Zw}_i9h#?b6)p@lT1`ChsrCL;SiACCPK1Pwc&)@GM+<7@|ZKeRU z%C+R1L}nO}nM3Ms_|zeT$m`tz5n-n5c5}mXfS?A5r;CX^j`FedRj-|1l|?7d$^>M+ z!5D3u5%>ecUJmrdfDwAU?J9Xd=pC|G?Kn=#!Equm|9IzCW0-e`#c~%%&S)hoJScJI z7^(khD#&N)Q8;sg5XvJk+OP6wOak-uZ>ZI7xnJ)eBKN7SW}_^kL#RI&8D3>2)gz)< z`umzLe)KlG9aC2XB!={tg>vKi4*x{W-cY{Ln{)$iKQzdxp(mu1SJ|LUD4} zBcOX~Xqfs^T7;Shyc58)#F-aFoO|guQ<;S_V@zwKJ;0OsFY!8lv+OKby*(XF%qvEo zP~Jv$jZb-)zqu9l@QE6C4D7eRoQ<)$CcSS8Hl+K7F?^8UZ5?@+muGg^>?4I;x2B%c zqxTsZ^A3naPoJ=}ES_^eoLB_bt|nIq!e(!^{teJl>xA$>e1D9BviJf7L_j}-|L{kf zq04rG7Hu5Rx?$P6J9M@vNa0I}ub=RECv0yZof8GJIYS$+^1pq^p!l$;coDL#<81ZIi{t^VtZ@%xttB`;D=#zHo+v6N*cRX1CEN|{+n>q{j}r>+^{!F zHRfk^W5;?z50=BVx2lV#YAtoMUNqufMQvCdPycAUPI;ol7)0im^Df+Bcj9zl`yoGL z`Jb54Nv>5w-yc~EVcqN_rRpv{TmmOywUm9=9@uxgrSOr5Pc}{L8a2FoxJV{OR}Y+G zE#(D*6y!cfHkZ69rG^L;-$x!M)R)t+9KCNomFPz|$}u+6pQ{y1KSisWtO{5JspmG>_cz+O;#eM<-t2@J1gR+l}Z`eH%l`IA-_RRu%KMNIhE_Um#_WIZhxMVy9~{OnXp?vK~3@J{dfn91xLokY}CrjL6%Y}T$Ji$&%JuckDY zH9LjzvO5^2@D_?T59u`>uCHrmS9F{uC}W zo*%daW4$pVGg8k*q7t4{!CfyeS#k6mUF2JZeyZLB2DfMmKn*@`lc1ZEOhi}J4PRH3 zGndinYoM)!7R2IEXhY$5IsdbUHAh3CL<0U<#+su~sR3iipI{CldFe%Rb8U!&QMOO{ zE^r+sa#HaD$JS8E;#A|@>dP8w>>$;XqX{gky5gZh7`L@H4$i8d7yc%N$rJU~2Q5lY zq&DrQ1w&fVXU=c0NHx_ipIi)7_X-(Is}jwUY976{y`jG{*r8=U@)divytE@j=1a=l z2TNdklehU;BmLMG!#8JTbdOaeYhE_H?u@Z&*XN3||Ilp?p;gnkWjq%dZfR^{#7s=q zig<1Qgv?=o&b4|%$ceAX-Yp&N1iSL#T?}hsI{$GOqy6|;j)&1;I=&$J75idK?p>hj zCZB?xrId}+sLp2N4n*yBhzs+0L|RL!zKpHXFx*C6IAv>sR&0NqO}3ABv+7nY@~Z_& z$pCi-_<(bK>zlw>q-SWZKCHP-SQbomU%4c zUAqsr$<@mY5aN|OdmY%aBI`Nv*nGZVG7RpaSMO>wc?&?(sDq>3-qpFC!uiR+VOIjw zTibTi1jvn$x#!-UMPc3GE4-vP(cf|2x0SU@ z7dn!ziW+J*!|cIBSCYmin{csT_bL<^E$qHxQk45Vk6-so`&9~@Pxz8++~&==O=xpe z-%IG&T*tg5Jk0l0{hy~2Kk;0=KeuZu^4ck$U`boFdh9xw?SNXzrN-SRvulMI$C!Rb zn=L$zL9_X>`U zwMeVKP^aLVgW1ScyWNkeLie;=DR*sD@9FG|MoW^u?y`btnxkdyN>13`JH z#7kU2!+PTNfxsHnq(grQpis+)B9K6wo0|g%`v|N-jRbrG0va0korin=A0;JS@e0Ee z$N>@>8#o_WsXN(RFAb%qLX1b!^MG6vELTVU=UDw@+D&X-kJSKnvGO{(Gm01Yk@qMT!*t=;;eh*l=4 zp>9f6s~#job#QIx<^nM=FqC@~i#7QH+spnorp8`sKF4CK?k-?ubrbd99Hv^D1^dkz zPcMw-b&&wx9UR3bQpR!iYxJzz=a7aJmg zSHALPcEG`^GoCfpR`F}}o`?MNa%rc7_o9C6#g{%R&q2m;$!3T5aZVi;!XY^Y@1l88 zMi+Nf>vGU!!uV(S?8nG&7lobSs?H2%;o_MOL~M=CvUTP@Oq-_YHl5obI!wRJcC5VZ zoK58v`tD=-OOgh2ZVAMq1hdZS1QN6Kn`PpwD+BG^+%M-j6rXOv&8K4)n%8_s+!y|I z-OA$AMm4~lol7KX7{l?S2yG5pqt1`(YyVVtGQLk;VChw=dXCfoow!E<<-hX|gnAvrhl^mRoc zbfGK4*Oo3K_CK1URIDVwzhvIh2sfqIq6n#l{t6@W*xd9UD~R^48#FPSORl_(dEEYH zwbA8r!XN$Y4mdGSzY1Gx{1|9mMZS%wit_Ei)$T~Nn@-bXlv*~Sun=zW1<68<%avAB zpVI_kXi>16v-FsttMj0Yu028b&!pL3%mgX3)UL2RshTMvr5}D%`EbvnkHw5GfRT^l=k<7^0HG$TZ@|S zVo7e8=8%yB`K}*Hed2kCgjuLn03WDcBIC-dCmVVl-=r*$9Nw>B4=R-6;o>mUDm$=J zf7sr`rz#U}>C8LyQpZBnM`2Hyo{5p|y+)yhQZ(h^AZlD4p8zu(Z>HYBQOztL`Ca&{ zryZm!hv07q4rNUv1C;(kGfD~p_>**yti&UiyFB6;)h(j@`>vFJI5Y5VDK}bqb7q&4C7#x^(aTC8o1!>u6 zPtV7lZg`j`%w>1M`3iGU`wB8AUK%}#8cQqP%~>M|E1MA&+$_f!tjn%vb#;%`W5rOBgS#amNQX`3?pG zU5#Q4Hy4+u6dSW1E4jX*R)UvwBUs2MmB*?Nzi~uUkk(PyeAm`1jWHbF$!}%&BOOZ)9s?kge*my{7CinGF-Fb0}%6op_S4s>8sbLdnxf{Ju1<{*y7#Cyt zse6;Gm+az_TJ=)*l{Wp68$TksxpHe`i=G;e+aQrdq-UCDS?;v9OeWZDVlm;qz!}0y zQB|zs!W>ArW_Y_zsOaamHOcYs$X0AtowQ<5p$WgcQ~DJ&v0UlYx#EbsrtFxRc+=FR zIG!vuBcsCktcI)`;ZlnMqFZ&CK_+@Rl|Pe$@8LwcT5ERoR1i;$zzFjQ(D+=_0VCUR zG8ZHXZx`;8ggI9fZdxS7m8zd#&a*FnSE1q+O3X6No?AR{q$E@-6PRLljC8#NYlrni zIa*GKvwIR)Rf(0O+X1||VeUc_5b-`&2Doc-^!tu=F0)T=>4g=(rjKcE|EN|=-`vns z+_0V~$Fi84^UENUtjwDkOk`RgHb-Jmv9aW2%0SE7+Xg@;66$g8TE1X#7bN>cBB+&P z{R&u&^EKV(SmnO}*T7%EMf}U%Hi42x3j#8Z;?x*a%Qzw9-|4=Xop}l#^HL&<<3|}F zhdT}S)_cqT+p`m8f+5|_$42$8M|)TCzB!(Q`5rTTE?kmR=3HSr|B(8q}xbi?4c zc7H9jvc+AT)vXy9``r`#UsqOq`~c;o*|EDs3gOC76njIrw(uK4r1a{fCbxv%xUGpI1$!DM*M=_2?WU+LEi>{Kb@S+GTr zsK%t2w;Y~zF!m6!*!rC(n){fxnPW3=b7!`WjJLE|iXOqUNgVG`WT8FZ2dv6BYY-EJ z*pO4oyGYK(W{~}8lIwE*EYU1TXzRG{t()%mG5h<$k8criVCQxWE8qXo<_Z}xH7av; z)%(4qt=2|^!-C0vLijM@4c9gEP0r zJ}#a|h;MK*T%oMgX7-jo%S)sFZ0QJ+b|R<|Q{M!SO1Du^9G_1_jdY+z##_5u>Ir&O zJ4s{%CDAqa;5lzcxBynIdn@5>^*y99P?#N)@qwe3G**NCw++xY7AHQ;7UuCaJ1U_) zyERSz5s|Q@Smcmhxl`F9LNLya=9}+%M>5wrvBYwI0sd%PpUc)Z=XZDkcDE6HVD)(K zxf$kW^LH2`nMb_~adjP);yEdboLwIs%!UQ9(umU)gCz^(EM;ekeQrP`)5Q6iqHgzd zj{p%;?x;hC=}pVgpUd6KWHf`Pmh-rXpneb=lbu;C`VIuj!SA0poGtW)iZPf}!b#)| z{TIya0Y0nEr!Vs830zF=_B zs15kR<)#%kg=fg2L|%aW&UQ7f+3@WYF#&taraW?JQcg(;-2Lu_dM5q$~fT-SAOpD?FdII)8%+vmN-&U^I9ZUwYs+h#= zM)P$iW%~UYpEeACBn!B0uB;qKJ{J-aLPtaM=aNZyJ6xtOK}JT#%v{W6x!|ggKtYl1 zPi-mJUK@x7y*lS>taL%ej#MEZCatFJwvgRV#dbeQO*K{;Ung7lQ_=SEoC^zW+GsiHLZE+m_mW0FhCj zbvp1l+saO-3yz$u?C&1+3=|X& z>_<&A)GuGg#KinEVdvlo3J9Qrn48}v;^|+%26=UM~t6NXk*RVANliO<*BRaR8^u7j7C8^W0EIsrLzE?s@}!J>e? z{OAz^7HuLaE?!nq@e%??>?Gmr?3^u~xKcbgIJgSBZ$?D6zybd%F0c5-A?;N@G zpFba7Y+ar0^=qwfZC#z8&oz4>Z*Q)E_~DhN(G87`%#ZM&J#%z&;xL`q2Fj4Li-H2b z|LokvP*<1DWGn}Sn-}UGigR*a@$l3EaWgS7Y1G>@KA!;3DO9Vbp{8D4Tib;fwQdH263Dz%*~u_hI}b?pHh2 zVDhBb5rjovifO&0ciAB5ZC+J`Y)OiLD*IF<#FsO1mS_9(eu$X&GO|1{^ zOtu$ryF8Y0p4?!jc1#4`l;VF!oBiKNok^G{o8$8G z^7%(d9*14mn@c-DK84h|oLTr_k%>2*r}YggX!${{fh~4wEyyJDC@uhhqv+z|A|%wl zF`5l_yo$DOfX&VC^EyWHxttalk7jko@4=fvFH(8TU{TO3%1T8=B`z)w`Z8HHyQJjn z`tMYrs5YQ6!0D-g^YMC#cDspl46rsF_14Ki1T2|Q3)5qB^a7Ea5W5)wzPebY+#raA z3y8n!I=pT`TAYr7ft17KS5uRFx=0YG+0+Y529EMZ051+4d3bnC{{DgUQqX75pBsY~ zT1!iEKynoB=SwZ$A81+805Pbhv`q5o4+(0mNuG2j@i~=!U1|#;WCqi_SKNGCXS?yq zDPk)687?lMj^I&Hcx;Sh0(%FBJVMJh+w6W5rycXTP<3N-6U@pT;lvl*X=Y}&a*vaf zQ`waOC57O_cSErN0!II4Pb4DQLjX@@?fOW6NI`4+{9u_%G?<-*Wq5K@&~ZN{EKKh1 zT^ZTg(UFlSz(jyCBUV?(3)P|pVy6X|nPKDOC)?BIph6Iss(4m?G@K_7e}Hyiy$?3W z^J$;{)3iH>g7R*>-C>{M^$FQE(8Rs~2AkUpR>M5zT8RT)2lJT<$~2&kthA-fz3uJo zFc@rdvKsV3x;{UUh-SKB&vLsu1w7`%N%?H)lfy#@1eE`|5a))1lR&HeQ{dr+zz=Tq zAd=xVR#bqzvD)Z(@S`s_w`qmxFdhN5y*ONLYipC?y|5KY9~&FXmCt6CcvyZL>>-WTG24EZP1Zf(0+TW+7ccY8w*Z}`#~X>dIncNfBpoP(AnJ$ zbkTgFp%z#sbY)}X0!RlK``tx&lUq+H<+vjcnE6k#i>8UJh-7A)tV{eOGQ@EGIzW~Rq=hCYm2T^=Ke5dMhXIB%4&*mBR*{qQaUsOtU;N|8 z9^hEO%!8^2hMmDyi(H>rh-3m*1)1?U5787$>kUoF@8rP4u{C^8JoD25lGo+b4AkOW z**Sc&x3U9VxfX?rf`Xp8IT<;*rmXB6w75gya2J31QnZ{ z6c-ob;dZzpMnRDbyr6Wlz|HZ-=)u7OXomz^=_zF-&sJN4N?Uva0s>4-7OQ=c05xEs zp@r|Mt!=Vqeh!xV8WuywYhP1eA0Hbl#~m=}s=t!2RBUT!cXNGRP*BhnOa?lXXZ;p? zi1N+<-FHLJ;^Mnj#7BpR9Xbba59B;p41gJ3TwbcGspaS73?%ZNb@<`=ACCfz0Aylp zWCUOYHVLOBsBj9n{F>SQ>Ka*NeJuVAxKv>ufj5(FxKxk5d#@gFk;xvn+&Ue;V90~aKKSe^VurU+e`-N08=9v7;qD-JN>_6{Bj&s2tn{sLqp>N z-AN)=V(eF14}=BGQ8j28_vTHgWmN6dfRYHO(eD&6rTi|ZzeMeUJv8V(M)@W#^xe=e zIa%xDM_+I6u9WwlzCg=GIvsiHprWGmBOd?r$&ax}fvr0n82lZ3 z#M#TgA<&7)0-&jm{@PHI>cG3KZxxDoqptwi8F4 z%vah2mJb#TFkh{$t^UVa|C*N9mSHhKO+Y9WP{#WM0t1gvPni}n2RaR!Sj&KQ3=a>3 ziTu^87tdw63sT3AhNwV4V$?@T)FL7xzyX$4RYhqP+#y8pjR21TqM(wToJ!4C?cOhs zANzd!_Knkg2H>5yJUn#ZoAUdAsd8sE2or!(fq{YGY^i1Q&FAk&0A~BQ>ac-zmh>kGL;tT#dJ6JEi*$sS?laqQa1ljJSQ=XN I;meQz0jqv?fB*mh literal 0 HcmV?d00001