From 8ee35b3a273349e8581a9f3ddbb0bd3877c233e2 Mon Sep 17 00:00:00 2001 From: j-hartling Date: Fri, 5 Jun 2026 16:53:28 +0200 Subject: [PATCH] Syncing to home. --- main.pdf | Bin 33851724 -> 33854872 bytes main.tex | 147 ++++++++++++++++++++++++++++++++++++++++++------------- 2 files changed, 112 insertions(+), 35 deletions(-) diff --git a/main.pdf b/main.pdf index f339b47f03432264cb30590fe2e726b763505289..378c086b8acc1259b7057c4221bf1b00e379c545 100644 GIT binary patch delta 51992 zcmXuqRZ!ksyMSTbt+>0p7b{M2DDLj=E-w z0B(Q>-~~Pcd;mWn00;s?z$ZW$5CKF1F+d!U03-n^;4>f%$N;i{93T%U0E&PTpbUHg zQ~*^#4NwO(08Ky(&<1n>T|f`e2Mhp1zz8q~OaN2B3@`^Q0879Mum)@ZTfh#m2OI!L zzzJ{$TmV4a5Mk zKpYScBmjv(5|9j}0I5J4kPc)3nLrkh4dej1Kpv0}6aa-l5l{?#1xkQYpbRJnDu7C$ z3aAEZfLfpqs0SK=MxY6323mkt;2Y2ev;!SLC(s3a2fBeCpcm)^`hg$70PqtS1crcN zU<4Qi#(;5P0+vt^B+#DPQf0b<@=|PM7 zvMDF+Nj<$rMTe15U&6XpR>a&R0-W2|qxSL*8*u=-A+nu7#PS8E(hqHb#+N}RX;s7BseTiYyGGT zIHX)kP;C8sQ`UJBAYc1BfMev>x!K3I1%FX5*&)m=O84cLcbuma4UFXpXQwZY+(>I2$ZL_Dt*7=}mamYXjkq`!w%HHO4!A8)l; zy7*}z1lFtPIH9(DY3jbi$(0p(65i(fcw%MDI|`#y(ulGR!T+W$O*Q7iL~_i@p0=V6Ig>NMt^Dr!slSp z)G8#0*Sl0**o4x`4(#&=9`MSPUHJOe}as zLS%wj=q%#l5#jHFG!y_5vb0ceK^7Q#6`5@oHJxGAz_U=O4jDMLk>$RH^;uCzt&47O z96gTyjLEJF`y;qG#_Piz7sln4V6MGo`G zG8yAa>G{JP0~V9o>et)(&+x79xwcPJZ5QxtkOw(+-X)zGLRsUh8;b zxv+8RNtEW3wcNEH^`j|xYWO>Ks%9^0;VT4LhHF5|tvbG_OyeIS5d!BwVYug<$%JKL z6%D_ozma(gE8V5XI?8V0>W2$-%WJm8m61<-!C?^!XINn4h2eiZ!e$LV=7su`m)~Xd ziUBQt#sWfl(Ciu>x)4%C_)E>LCwk+6L3*eH>5lFziDCaL?5OyEYmw*2hjj6YS0Q4yM@0|>0^qPAI zDe?Hb=iumlQI|uDMrsLHwawE=fWl7qM$+DofdL)QLI#DX%=Y^P=H1xmeTJJ(Ki0)d zuHI8^VD4Cl>fVpF`@34TD`b~MrGghO&#qC^(yZ7OxspmwtcF5Xc5^_PJFr z+y_axe={~zA+1leEM%l%27_IU^h2C%W^_mnW+6`~!4A!hSzb`1zX~k>YCoSyrqQKo#&lyKx_!Vu%nvi^ic@01-_xxJd_B`NP5`2?V` zJl|O^timD7e1gw|VX-PM81YjV$0scNNeeyaW@eHtZ^G1(0CXNMv;&2?lIktSj%KlY zpKS+12&)FQ?J9kPbH+V=E-TR4J{)>&_ey17fvPSqG@i) zm|N@gXQu_tMRS$D7H(HX_~OSUhCPTl_iy6nn)>h*TSe_X*HMrb*AclQjShPXR{>q7 z*ra$37OQfAvGw{CRQ3#ps)zH2S)-KNJCnASH(EGC9Yx)!DjYW9{-~OD=CZ1_XH~km zo2V}y^1#4%-o<=J%4>$tDxaXf&M>@aUxdFLw{o**Bs%AwHex7f?xl=D?lplP^$+QO9ht#JcwdvkBrJaKvRBjlNk0(Ig;UF7uH5uNxOH`HxU!Qasjq%5V%rvHwAulUbOi@?_xPr)Zw)FMuCL2XsKd`(dUq^C< zMkee@H^@{*QVWyK{~)vOevt+(Xc~O0`OJt&lo!Dsob(h{6ZdFQLNY)=BE?5J!yy~9 z%>rrpj4}qp%jkz2VA}`pUE0dl(Vgfk%JOXYedVx-8C!&trT#%av9E2rqvbV!!~%gh z_O)jk34fU60-{t7@-U)6qHiiF9wS+yho*TB!ZJI}mXL4c5Un4A3Sk9w3AK-&z0bd) zf*ZYhAPzNPtbIy5c~CP)`3>e6iCQ;P9G@!&W1>ZqR(!^)2WiOS&uM*=&zFPr2GgQj z{gD*8Bi!bEG&j`Pwu+QLRV)S5Rwkv$a7MXsBvYv$A+o;ERjHH(J@U9zt4X*BhH3kN zMuHXc=v-kX_%ZgIBahfYD+e)0SiRGXXkBysY1;WP@jN_vmkFwr*9M3ERTOH1WX{vy1Z&ksibj#8?=ynO1GDV2dz7 zYR)-est`TDgBSrP(`FWaQH>ig^Svs+PWZ>1@(sS4py(ILz7JpXLE;}GgYusR&VMdY zP`VH$d1HyJF5dgq2&opuLL4M&ckrJ#Ji9nnN?rP!%18&9(JrnlXA4SMuaZ?ULpIcX z`~C$^L}3E7?%f+F%9^ekB}=MQl1le|C=vT}UZ=KgC%Oim4i180uRo2c3L7PEclM27 zuy#J3rHJ0G0-3R|gY{t?WfE0~4lx^eL@g9wUw&_$MK+jZkH;Gh|n`j_HY5Xfi^seggq9Qvc#2pnm6 z71ZSqKSuwI-3v+{^-PR&@eqXbig1IvwnFlR(EZ`RA`XNiH=}196Y^v7i~4;nrZlYU zsEF{rQRcHgXh}aN!flv;;%P@J$JEo*Ol@C=zH6J%z@&S+DtaV&>h{}MAq=jnAxH(w z?czz$vp$^6b%2DJu_3Pa3a@*n$)vN?4;Uyt4ypsB+sfI42j{9|5MdPTf5JHS!Suy- zIX^*V0E9DJB@G?ckACld;UfsXsP$)cr6u=l&2^&m3FR6$f>Ra+n5U1BicxC8<`vy zr#QI~!vq9C&cLnk6tcGarqpIno%tXLs_LR6~xSIXz)~ z^CUVPyof9<3!~F#7SrXAx8d}lk%xDJSsqxqBQ>SI+ zh$$}CNsWbbUIDR$Kv;HiqA1Pwt?}dy!_V={u2em!6L`61C0QmRW$fVJPKQ%SCo*%> z)QBZs-xx{s38r`%(yhZ;x0sFY*Hv6t&lV=1ju|m|kuXwQXIwSa-p0)zd;6p&+Bruo z#|A+h?3-twitz2%odVWhouwW7uB)M15?JrYPk-8?>S1p8y%R%p;J>9pY)LICHZ?RT z=qpIU8A@H(BOl?q=A%}dh}{IPJaU+|+n_&|&}ydU;lh6=vxoPH(bUX(jq7BBbF}y+1Ou;fAl(=s+y3uKvyj=-h_>9WmYx}+d zoC%*^gOENch%USHEx{NQz^{a;gyL+FO3)-)%wwgma4}=Pu(J9f2FB{=nyk&so^s}` zvM&FjcRF_dQ|z7sjd$a3dvYnx=f||%om?SzjHHDI z%AD#?i))}MnjzY|HN<^;j7s9SVN{JsQ9Z(=pR&$s`CnK{bnwm+%89pR{5+;kz%_;~}LqgaXI$9PgLeh3Qt|atrPsIEf z2*&b?Ev(f5c#z94)>yPPElrBx#CXd%%9!bg1EQkf7ft(Ot^Vr%;V8C{1n4A(;W85+N5$m=K-kL0f|$XzD0;@DsA+vKzlNS;JsVR3ZZSTU^^p3Ee~F_sy{ z)f&lBMi5H0;8nMXO-ZFZoK$)7TT`+7b_g2ZmeDP?zqGV$5-%M(;0WQ=rz<%EIX$0v zRRUt1j5zc3JH<0&?zrXNiY>xZ)9#6Mc6u$l#Yd7v4=YFL+-0DpFL=4ti&F*}6|V}p zut^~>!Wsy?O^5Arg_ysjC(IMRqao=ZpI9Wnd}iG5N=urnlf#)a@Y4m9sa_Wylv!5@v^ z<-QR%QW;K_EInIUZRfy@`x7)X^D#VB&_zS4B$;wt;ePWPS5RKjG88UKEx*9%w2iID z&-*%NJ?}}&)azH&2KxN{?Lc*xU)n_p$~9lSC;G5KE+AXySt%!;c1Ak3;nd%Fb_b6$ z+K2s2k2;kWpv6P?Sp&5gZtVuN7&LQ@`RYh^(&wILgLI;V{~(x)_yN`<2DrFa!CeV7 zUiSb&=&#)`nmOF}ioCdck=1+0Ht{J?%ZQ$KLzo?ejULIdk)nUcxc>ue(rY% zv1_+5i(5Ty5lL1WuZ;I`X)ic9<-ItCMdIt-D#hbE{U#~a4^x%u3S9sdEg^0)T=E@- z;Z$_Y6HNU|q#yl3uWT7r3{+x5n(kI6GAGU;)gh>{W9V7Rp9`g8VsL3JUf$-N<=N)s z^Nl5fer0QakIxIu{&uA<<@Z%hj=;bD1*+cg zA$#=PAV+csui_E4VCV-B$-6w=$;-FARL&*nXD(*Y>m#b3dN4PohF#3JVHV3$Bs2af z_w_reqLhpe0$m?;rTeJ}hS8c+zip8?NkRzvRk143HJD35&g7V!PJC&-i7^+D26BIE z(IJp#Rgn7#r5?@+pxOEnXO>u>{GH>waX;Lqi}5#ou;BFOllapP3PRj!YW1Xmk@vG^ z$fs}?PGs_M?N=IfY?l*6>sAmXXSE=$gwjn#`I;24m; zgbmI$XL93<&`u0wM6Rq?>L!;pA%vsV+kr~e&CI5Z_@>_gW#2iBgtDa3DzQ)|=&*7#(T-J5cpU}nJO&Vvz__=SEHe?RF*n0#=$35=G5Pa#5d*akXb z?#@?SSO!4hoeWNDv?{+hrQ(cFUph9d)~<PjVgC`>N|j&H)CQmQo%z3MibZS`9drj*6R zg(4GjhC-cuae=x1R!8{bQr>GFQp=-^w)UqKmbzr$wnE!q!5ubugVyr~+w7CVf&vf~ zR~B8KYoO_d_Jp0KS|Rbvm%NVJKAMEEeMBf35>5-DpF#F^W5r; z27U^QH_$CwfAj>pkMuBSM8zHDK2a_$K^}2lM1RS2m&yB5E-H-I-Ee|ZQ0xjGTL%ON(p$EU)1bFl7rN|aiOm$>_ zGc&kyoi$~Wy8~8O6eU4cq|1Hax@9L-@RSBCNhvHK2P~*xpVd#X& zC_ybgYCqNYpG^cT-OV4!xW$&X6cNc0gQZ(u*4(G%@K-W{;O;OC)0}6%f{ujlXoyTb zAMwpA604sdy=72H#nJh1J}$DaFe^AU9?8!=%8*s-ui9Sx8j}*r zq!#O7Vw0Bx%`Ng(6qH3%q~C_Bj&HhUlnZi?zh+umm0#0Q51#qb!-9qLkbiv;nfH16 z=bKkKNuKhBdmh6}#k5N1tbZQM!O04blnm$eZx$-nbTUXqwcCuGlcj`U>n+renU*)+ zkK72Wd8GNq4WHuk+$6PE=nfeKPAvb7DNcoF@MJE{-lp#sLwfuEUYA1BJtyWY3&+JU zWEdqLv6s4i9jNYw_|C7D(O(LQ9bqc9{;!RH{r=bHzyADd>tEad+WFV+zxMvM|F468 z9scX+U&sGC`Pb>c&i-}&uZw?O{_F3*uKsoXubY3}{_E~v_y2nM*W+N6fF{Va82aA4rUAb>#xg9HW{3YA`flXu;5dp$EeNh7k-C7-ldm zU|7Mhfnf*30frL{7Z`3ZJYaaid<4S>h98Uo7(p;XU_OBn1|tGS6pR=caWE2KB*Fau zjr|N>NrRCABMU|jj64_xFp6N5z$kR>d$XoArKqYXv}j4l{GF#2E& zz!-ut0%Huu1dJ&dGce|0EWlWTu>xZa#s-Wn7&|cbU>v|Wf^h=l48{eFD;PI0?qEE? zc!Kc);|<0Kj4v2JF#ccyzyyK;fe8W=3?>9jC>Q`t7?^M{5nv+0M1hG069Xm|OdOba zFbQB1!6bo629p9N6-*kKbTAoUGQnhl$p(`HCKpT|n0zn=kiDi-g^>JS(46f2|LrPU zbrln?zkTRA(0Vw8{r3Pj&FalkD<<)ZHA$f>qU&dUTOCQJl3TS;B-`|{3{O7Qis^yP zP8r=wBt|>fAs8$81iE)<;(u1&p7gd6g!e|Qf!`RZ;oQd0k` z+#p|bZOgP&B_Y6RjV@7?zAX?x!Abeq{F&i4#{D^(!=fj%+`aeJN31cBoh|Mf&ks8! zsbCFO!HHVqI@P|bxmt1l`)H=!>*TG;4;%ZFVBlliP5s7vd|)3NoeJc&v)jyQj_+IDEcJ9AQ zva$Hh@Z8!5p|vuFXJBQ3yeU(%`*x{X>Zr3&!sr2K;Ol3zz4bWv$Ls?a)#7@Vqoz*+ z`ZVVCq{~TssQwsPE_!^LR-kA(sh`e(qFKv#xeapvBKJz)#43GKB0^;O+E9J11 zYO)kke#Wj##(5sq==0&YUPKxs(O^1{;2Sl0TQQm0yE8{tsOUOzz@8-7xE-eB&yO^> zb2d^qdC?dY>gV=ujd8TB|5jdIyIhObsnj$odFVLk>s5zS8DnbaYgN`RIx^g0_TdaT>h&z3Z&6IhE}-( z@o{%Jf$jGjx6%hx?ivT{zlNPA4mxnjR!4VPIMQF+bAF#pL|_G}&)ejYeZMJ`{aq}W z(i1+uxM+uY-B|nc(4bSKV!7A_FmLF2_;81T)1A^<9tmYMYl-Wr*82!O(Q*5Jq8ZA3 z3G&nn>fnR!@4#nZXr5D#8DAy6FfDWJDJgP?fc`e8-JislUZ^>xF;9X9KyZrtMl zc3iDPnuh5gdtWv0l)uCH!(QqY%BK0O&MSfMZ5Ji|T21=8f2CZsk;AKLmq%i`nU&+D zI9HWNsaLm2uQHQa z)A^#*xdWA5Bw{rHf?H~LRgjhB_q<=aNpagPk$^$8N$&Jt?nNxO@{{;NzwQ2vUZTcC zMP07Mhx9XVMBHOpPomw`Su~S4#!pv1Za`)k36;#Y~{F&(}%1-wA)ljLmVypx>%3>t@wXW@~`Hh*v43K=n^`K zKEV^GOW+2d(@z;Jwo)=Ue!-d^Q`{$#^!!&k8$0?Q=CH*o@US8le?J2*4#;gxv#&bhqEi;XI# zMr?ZFcBFM|1;$(BGN2xotF!MMNkS|x(_-AVUU0rD21EgQ1oL`65rZfK{ef%5>LJsy zH|Uyeyq`KCmS0j{8`+*x8Zx;OVpM%T0!CK$qFO0{u+cl$j;H0Uov97owZZXKL#EO^`n|59+4Iiy zg5;}mI}lz7b%`&bUAef$N#)u&{=qq)p1>nDcJ%IVeHIgv1Um)9*8y!>XJz7{n2P-K z`6{R11fM7x>Bn6$)1-DMy0?jB<$mYFvBI&t@O~9Mitfo#nZA`EE^pE#aH=}|GKk2A zqctnMnPOXfoH!oh=rGMpsokpM-1sD4K{iI?E(iMV@;9^pla@7&G_%rRYG-#MpQC8h zFqLx;MkUJMDwo(OBekAG!5^I67y%nLr%U~a71+AjAJ4UJZz#Wi!5|CX?rbAYizL-Y zluc!gc|C+|J7Lg|F;>(26CoM1W6!Jkt6uXWA?BW4Q-A7uzflRn3*t9&oHD71W!$F% zu0T4FT~OV8J;|~ehikg@A3qz-aoq^0GCpQ3&dz%pSW2E0yLr~tTKAwNe%fL)D5i~~ zT0}&^Rak0)WMY*uw782~RFZpXh6MeER-_&Q#>)*t7q04clW7%irB-*LvT}^l{mKfF zsE~|g(OKe}R>HnS{v`r?&2&I;;iCh`qQyN(@TKfw&RTZB$?bDvX&VAbs6p9Pf9>b3 z;2BZ>~ca52ys!DqO0PH6hifeRTW5*@Qg>|e#WzZB=>e?m2Y ze6S8+?yG-}ClP_wmuk`b>4TB+pwusj6Sh$?P<0EP=9QaVNh5P>a*V`H9j_x+GbgkL zdh5vP)|^bAf@(u|GR-VUZ|_LwYgsCMQ&)CVd>!54C=0L$W)KA-nC_s-D5A-A~2lWvP#5)xKXb zoD!@`2~in#Fy>OwV6w6*7wz}pCL780K{#0OUQ#mnM8h`ai4hnm0T1buSi4&+OKtWK zH9}VPi__I&5s9#Cg0F;+AMDD_P8y_H!b%d)cWPh5BwB>0IfnzphW|FA)N3!av&Zl3 zR|{EicQsm=S0ltYsda2AMD^)mhXo{VP1YO6o5tcD5o&<8w%uwP#K#?1+|^a1jY_CgOVP;;+2=e%QEZ-)Rr&j&>4Ss(pPd+2#8G$;`SNT~EevXcsYOwX;>V_h6O7nFocwFs3E{v7jU5xHWWg!QL;R(|^MLcKFI6e{4%F-{4`Mt&iOjp{%h zW3PH>7~B0SS*P?mBe90Ew>6YIq(gJdP9<%$8c;8`!RQ{t9kmn*_yqY$hzz80^!?{X z8zP~$Vl+NRZxKNsN69yp%iy|J*MV%ZiymeGuipJp3e}qnG2vjW1Pk`8jHv^||Gp!U zej9smU^whD$^7%+QG}R=NcN={?{c{?unMti?x$A-E?%RU6Do;!{9)+HkCb>I)es- z8lI~~u?QMMLbZsQ)2eUU(o3^#r|ArrUv-(IBYC1yN+Rk1z(gHukPK!mwXRAtFg%l_ z0s|{Xwjt%jvvk;5%+>$i#OOQX`UH613NU!V@> zFwqqya#ot~p=LmInJA#jDDP<{Bx|bR;E{nUBR62Tp^$ZLI}9{m1ky)_S>LpwvjuC< z3Cc^#Z{E#2jxMY^V&;8bTk86-N=EbL5Ib(v)&kjsanB)h&s4~b@N5o_-UZxy7^71F z4*6udCa?5$j)1q9Q4qv0w93PREs|FmFTlVzj6V~`J!DCAW+z`rU zs%OwA=EPIzm_g&&wo&4RZ|k^2-+Zb0vtFKSO;wtx=N-HfQe1d5cx6>EtJM?gt40F- z-Zu+=o;LanSS4@?Kl{Buw>^J!+N`#xg&B`cYJOgv(6;2_aU0`In>x>EE=cij`~JN5 zX5_S)GpoP=%G$=v-=W)xU~t^m-f!*HB;a-z8ps*0wF*=8=z5-rlXz z$)&1=S(*71ALohUnfITQvKvCOcIR&Opyv!b!m-{I&6W{+1{r*48ZnGyn1c-Fe8a-R z<(CE>K`Jwucu4j^o`=+%rxN!tjdL6h4)=!|sk#S_!7H6B`+M<+4!>SZun@-aJQlfC zwt@b;JvK9H=0ax$=Z7Dv>~_t@_e)X+Gi%p%v&Bb`0Em(BA@Z#FO`+T3F&G)P&4U&R zzTnt@Hr+U{At%H?SoouLWyA99y^R6uWxmG($eDk%9m_~hd~sYPTOM~Yu$lUorXRTn zH1TYXs2_&LJO8Zvp2rbC;ffYs@7Z`~W<)}=rGh7t{o$vzJ{`}G%VX3Ri z^2<~4_@fxUvR;H?W?xBVr>b}h=U~S#HaS9t8_Gz>yNb=5xbnv>^ijVa3F>lYukWvo zKtXC#v=?%_-7?1&{)nSBvQ9=lEeGjz9}%D;$M?AmRxkSK&hgHA&b8Iftk1vM{_0~! z#}kSW(uc6Bj#a3l*V|XMWahyla~=4F*B;6n0Ti(^ZEB~-7#{)9`iXI2r!BY)+SMML zfYm9z$OtT9fw4AiF-53#pA!ZuXq@)}lo4tzYGs}Ysae9@Onb?8MglvfA^VPb90DC~ zly_Ry#IQdo?Mg)XxcD4Pe}xN&|Fk%{#Drf5HQ>=SdLlh1hF=3&sIF%Vf=ZEKar$X& z`*x$Q75M;SYx5y;6n|ULyNu@;Fz07xd+ub{G=ed^jWMq2!5BJ@F}5GpLH>;kq81b> zM8!CyL{FqN9z??{{>ye9M7Y64F6WAp@>3^Erkot%D5Fu*xp*JX%5eUTq>~1bLQOGn-aH z7X+}MF;0iG1*imN!c&MWQ}e>nA007e)Z~tg2?|izaD?QKGk^?Xg~x-sm^e@R6Nfyi z-;`?FXQbVfC59iAwxPmC1>IXH@L1HXE$&JYTZh2dae1o?0rz8lZDx5=4 zS!c)yZk`-^V93;9tNp6LNbwd_x87e>V!(PZ66Ah(%n4l#Tvq$o1j?BhGUXVDd-)(J zyvS=wol_;W<1OkM((T+^fW*`v(jBqMS9aS1*v~Qz=TilUc0X;AMtfC1UE(l25Qcjc zbo&4Pv(#xVUh&;per#_RwrTLTZUqLzEX&oF`Sa@}Ijzc2Xgr~r6KSo@m-+2`DHUd- zWAD2!(AN4|nKJ|D6{id| zSzBk{fAy|p&1d&!%667$Ecpv>-hXg(RzZpE`=j_u<6DI5L7uWVE6czw?g08-0q!;F zuj9n~%R&D4m)7YMN*9oS4Xm<9V~FzgpER6y=Mi;rI%xw~815)Fc&!jP9!1&50DRqZ zyZ5|TZbI=T)$ww{tsjg|xO-(VOkz78jTNL`G;>iE<5!94{guxfoEJhYQDdo*R9-bL z5P+eYSu|_HEP+)7_o^0S<#$RyM)5m!(*Pa}*)j|w3LeJLA|a59pz8W>Um;Q-1tbdV z3(t4LMd#6VNV9x)2Lh}YsDW@CUV=t@4oTyz(WdH5`T=HkQ&n3sf72}P$8VXDo;^|7 zQyp?#*hfjpxmNEgQ|_sRM~yBS0E<@2&zaRG-kNBl$Gqa-5-NB>g|2`d9gaLqFC$Fr zZxyqT`3B9nAvz$BlQ3g_5wU<(oNgCuouG@&bio46V0rYS*vK=rb{K8iL0FjJq2R{M z3byVgEgWMW$|Do1ZmbPVB?QO#Ve}0(n}dlm&sqCsA!VWT1`Q{47#@7csu5o)M#c{MP9-~ z5wk(0B*zzOeX|%syA-;>Uw^DJ6w*f2)_F>yJqCED8He|gE(c`iU{y%xh~X%UE~l7& zS4!(^3a6J4E<9qF{Z1ZB#}M;cPwXQ<`g13Kk|X(lBc;A)v!9<((q!Pgr$R-*B!=!! z|4oD>t5s0rApA`PL%?aiXQLn-N&m-?)g-fY^zFxv?bXMXPdIHI49t0#nAV6rY}qvC zSAWdkJ}lZG7@*Prc`}3xzML7-J|CL+Bh<-^u`5ybN}%@D2+tm7Dd|`|v;>K8@~tS? z_!0wQd(d=^Ci9A1gnw*}k0p4(Q08w+YU**f%)&nChfeRir9CwzjGguCqe}_Tr}ZDa z;fG7KMVYs|ZEZZ<`&)r0C%x<()S5-DD{VOYqSi}QcPPVgE-nmkMunW8IP9n-UCo#N zpwbCt5^sHo)y^f5Vs7Yh;Vng2NR0K4W}r($6BgF*rKY3lxC%VeN03anN6F0`)>KW9<2#vHgoN|0iVBj99aQZb$HB)*;0DU zAmvDn8HS5nj-$_CMXuW;UCPWa?gC?DG8bMsf3oE%w-InL65_exF)H`SBDgzaLr(mH z99KF~;1hr5X(xgiE*b$s4U%m9o#;8Y{g#lE$Pk%w%Yq z7A71N56Mg#X=}Zu_9u4^m}1{OEB;*}0O1um|CHWbDQqF(hJXNCAnp>8UM2^|{bSD$ zw6-8a8L{uA8~p&vCsR$5#gZ5DZDVpv{m37q!m`GTtKz9ZP{Mc)o8)R@Lt_<_q|RcI z-J%bR^(VDRIUQR^(f}!B70p}*Nd{UpJ)w8)-IL6e47}pYiUFK$Oy@=8y%y3g&~a0i zBh*w^90B$3_E##y*fErO{a){Rh0k3>w76KyMX(y;t%(6DNO6&DH3Qlm0*xq@b2-xp zs8L@HtPUald7&cm1%o&%80v}LMUKg zE`-E|X6O9)-&w|xUq?7;15HQ8Sh5 z_dr)B=2KJoChnd1%dm<#owO)@L(8qjGZA4RN8+7wg_yU0zx?R&U=6SS_uwNf%BzrU z@#I-xN=ab$FcC?4V6KCsR}RRhP1>zFj_NG$SKuE_5qFT32j6c|x0SYyPrT8N!zt@s zQJfc$@SIN8KE?Dd``%c-X^((nk=|ufApNp;vTDgM>e8_B5&KjwW8_v#2 zs)5)?gG3$1u!i?vS`}wMMdES`E(`m>A@O%>X9TH<$Pd&fUT7ZmC8ULvCKb?XBDv=- zoD3UMFCu%OE3+cB_ib-x>$pl~5^cc9X3$1|0jNwA>6h{}brx(^Vj6W@IM23EE zfsI+&i3%Qfz<#pHu4iV;W@dBMHne2pMZd!sRGNI~1iP`h6)FW~9^F+*9FaG5us2BND^ew?`idAwSNyaQXo9~c582v7qK65$;%!w z4WYsYp4N)R+-a;oSyxB#vnH0W_|cm-;WW zP8GofyBZrc3I_^e)hVQsn)4F+W{G>;Cy>0mI4CNh! z%4_O4GzTHr^t#bPSKL(hD~@N7-Bf#fA-NRxxiMPw&~Ls-qcTxZ{oj8KMJ}W#os`hw zXq+wCXNt=>)NseE-Fis*qG-e+RTeB^(|ZL8g|MysH|tDeb!QH1q$uVPxqWwNtlA$L z3#%xl7H}kGi{qg&93}&#D1WjZU$F^;x{{QIyAlf&S?~)#PR80=Pp)-3)leb1)f#=R z`uSTV;;(x?ZP{Wk!k}^!wAvDv1$A=uGOO_06>7Pwn{!8kC0Vl~*I9R(PfIlW<tD$cYZDDOq<^&@K&DgG=tL6u!b49C5M^k1V9A|;_@WmI+g0*ZF7 zXtmM`g17#5kXF9^)trcrE8nN(kM#SOKc)Zs<-R(rP8GA;cav49!Xh9P-5|6l&K zx(c5vF8BtrOJ@67o!z3CNUWfAHIUrjK@fi;!$UXUgjP72B?`OvmGX#KMKGqeJ(OXp z0$~Ps9R$WuRzdj|*R+w0d(u7KzIiFOngB8u-Ip?4ecbzfJi_9fvz7ZW-!p9++!9T~ z{2GG6>8sQrC}$ys^2Xp__lf7_1*5aN985KT|1VP5Y;F zWk91l>qn~Xk&udE<>Fa~D1rodKbREiCggt7f_XO~Ho@!h90?_&B0__?b0CnTzcq`3 zbH?s`agLhbDkf3-;7L4gavFQ#8d;KLb15|*>JH_4VO5@lw?fGOAx^<{Nd}+c6p*Jf z$)m?)&f>v*|4fK@U6aJVJtu>28COEWPO7DjRuY_bB`2jrh9v^E*#zwR(!> z^KO_mddY-VEKmG3TSNk}0+r8ilVpAqvp9`Doe#0tow{vOh#)nw7qLHO-jR z@G-M}(#Ft@K$o2)Y*ami_IA;+$*rrw?!5dgk)xeh^aCHC5k(GUWy7jHh0+~QXCIBM z=*cTH`9a$GyFT29Ur=f$K|^*MR83zO4T>kwBL*INWGI(j&{TZk#}u=^Q21bS{yQ{F z3R3Ce_4(E@QnVcu7K>b|J|VuZj!Gq{iM+xPUE|Vc=@Lw(yYpQpD}Fg^_+U+7uOV_9 zw@8V?pRxW#I-RWpl+aT=S_iZL1MiSw*tTm!JwM}2!60q1;dezh(V5ipZ*0k-tie2r zq?BLOMc#Dm-e#Reh0urVVS&c(N3lL7b;3$BF#eJ)V`+2i)1jmA-}%37K(O8mZG+qp zWE_?Uiu}Bah=df<*WR1r1_H^5;J&ykbTkZvia`nZIK)MpfEfMuE$)5{4x<1mMwt&# z*{)SYtJNQf`82vnV8@Rzfo#}mUHz(2gFvGqb2)m}QUbcsxvxEcKU4{^{N#o~_$cO$ zKu)rM^?`^N!GekAj2+e~zb4pqa9B!Q9UQuQe!{IC7;FPZpx zeWw}f#i?}`OHg_#j-u+|Fu~jJ_(bcme{U00`CFunV&#i36fujHRWb2`6?8Y|5&fkI z8Dm2oWD_)d=$SHR441TG=;FP`?Uxmb0aE+U`R;Ri554g?eq&4dVJGekk?k1+xm%M8 z!^KuSH$UJGaRo-GZ{pp~$(PMGM2qg98CyZ(w1 z%C2|(xMeDTG&PKidFS|89C?(s{Tkp%>g{GkL)p1!(7QkMb90~#lqm9RNH&f;Bf-lp zF|J@)uz&md5`0O@`e&PuTfuFxp9?`OD?aYF&%3dGM{H&=n1bf6A{m}@B4ol(3I+QP95o9fg#1mgluL>N__Z#Nh%Q2iJkB&RB` z%52!W=|w+yuDsh=tbuVi)-alOz6Bwy`enee%NWnNT9*hW+Ji_@4!ri=7fXjKODCC zF1lZqitJ5g?TZTIQu0fO6#lJ{@vERT&R4Y>TP_oy&-*MP5TnSu>X5%H8)29&4~A9c z8?^`D2?b9y!tQdPXFy?adm-v%E)VmjbeLqIs{F6mvk4%WIpEf zF={ZG4ijV$0n5u|3Av0zpAg>Xa|AUM2eo|YmUa3z_Ii3y^fn*GYM(BG4hkhrbG94j-R7KL2BQ6nz9@@2ZH;{ga|_tl+t)^W|?p)hj$zK55Si64{``0Vp!`m>YlDt&&rtwAgsl4ZsUR?xN#W4Kz%$;s#ij#+@r z>c2CAAAA4K1bRRJ8v^vvkmpe6jQ)?SuK=rR`QCOTNF&lpr<8O{x2SX@DF_G%A|ZK{ zR6?4Agd0#oT2etcgouPv0@5fT9g;jJt{=2@p+p#z7Y?K3g4GquD zkeS<6k;MAXR&H)Z(Qw;ev83jqW{FUHzW*dhinf3$BV?v9lkS!`MgtEW4zM`MT@E z#C*>@1ABB+MLrLE;*8VH92DDgNanLCS+weX^^Ay)FDxeM?y0W9t=N3E>$BzFjlbEL|81Sqaw%k#HSUF~*Og(qYeW~abLl=Ax)tZrrH9l8alYZzE4fE>b1(>LnReM;k=XT|T)oRx{zzqz6zo}j*`nq!Q5<$t>atzR6v z?f*6YNp0*r(>bbu9J^TUD~{%!`s#hPhKek>Dr%yl;xf^ij>Rm`;vq*D>?B?Sg>02$ z{I9f?Va5GAi~3UP=i_`+pGCyzlBhnE)sUpQ_?vV5j>si?v4ZyftqCK`l>yZ8O6}{# zH4gjF76EReW?~hySTZ-sQ4bHxjE;MFOYZ$_`^>_O&*;~me&aHKsjNN*PfC9LcPL9g zlT1C{uOXQZC(Y-v!+J{7`_pzPC2a&4#rVriBgKy~#{eDtAh`V{G{C%ns zDp1(O!t&M?{#>;Izazy6>K(a)&Djm#U+CHf=kEHqsc=A3sN6frdto)^aJr#d!t}A@ zoy+Wz{2OO;jVhEJmb$~i&FQ^+GXd+%%07RtuW-oke(DxqrRRRzo$cAyRfCg3S`?npROwQVkl7PP%&D_j`= z+#Amrq_$AMkKsUnrq{}JwkX#v4B)~W+>K^?`$XOntJ|`l@>R$liel&qwPNN|<;%V7 zoRq14abXU8AH^%C3lkQWix%&ildKGc_xJaQr4kY!5)wyjzmhG8SxTsVt+ga97QfHf zpD??}LcCqSbE~uw?b>ksXFbniTddza(R<;Z`OmXey>Dx}H6z=e6jx5%a?x=q5-VQB z@wT2`T)HD$FZKFH{xPcbx#fUSMXtr4HG_I-Sp1dlqQ>^ZRzOQ?iA_<=_rR}T->KyD z=V!Up8ynRA3CO|xSz|;Uem~$p&&Qvq>zwcQ0NrdPyvmgp))%mY^SvbYc>T=H(P&W@ zC7rT_?H@Mf68swa+gyj^z68fr4X-{@Z{z-!*q-^Z?~k>ccQ5%HYGi-o+)L~Flo#fj zhE*$pmZP|(lkfNbsOfh2-?lrbORSG~)f$>{v^DQ{`y*f;9_=|UY`rm*fRj-7Vj2B) z@^I;nyN;w0hE2R)w&;DnrNOJ&wF1timy%OHKE3IDh54PU{=QxfH>$M^xH$W(%@(n; zUkn&+doB`fmp8ngEJcaw-kMa;C`kwm#C7B6uqRxs+kHGyO5H}&$MQMot~Aco1C6V? z8#DWIv?Wwk!`&IbSKQqNW&ZejdG%WDj+ehX#BWY($1TC-z{=LQ#wwM2>=b}4`Ep8d zCQ9vcY=!sWIxlm3UhD%cso*iwb$&{r@jF42j-MjioXJUQg3t1z@>Nr$dT%|_^wl(U zY>@9KYFF|iM!UP)0PC>f2JJ~bCS*>g5+p{0d zezWm%@R0h+CG6fKX^k3;xS~+-gPiZT{{@4%d*^H~)jsd;4dLhurvEI%bX%zVxn!r= zpg02wW!9BU(`csv-N+So8rGrio(z%pZGXbWuVQxU_%#n$<`UL;P1qqEWvZZ$lw%)r zvURDhJJ8esK0iQ+ipoE=Wo6+w**Wum zeZW$7#j3Yu;|G)Og5z6@ezw$_kvv(ym=LG9b5>CUlpc0Pu=V}+I5jM7&(uu9-%o7c ze6f*~B%*E9Dd#IP@iCTMr!q^&P1K3>Etcq}DKkxZX5E>jpa6W(HiA{6t5t?G((|Ui ze4WNz8;{93>b|Kqx*BVu3(iu53&2b-MszXXhimKqaCa9 zD^BbSa%6J>&Zztwn=a6 zW+=Lcdg8e(-VGT>CFB$miN-?>EpI|BZ_v1CYba-P=7qe}Ctuubx*R34C32lz@La`N zB13$C(!pj)t)mM(eH^*c7x;TPnXS(|HAR@0K~K4q2QR-<#T%4gd!b4>e?f;UQ`rw~ z)c!K;>Wv+nOnOD05JRG$;vwlHcN>z|@+2vObR}X)Nms3ltx%I}a&+`vap#6ri++1w z+f^D$s!Fb!s=YHXOXcQS6I@u&_?FwUahv_jmEZ;Dwxjq%0{5`KH70vb9EnAuoFfD3 zrwqMvsZ^G1ciyf91+7YUOR?TH9g6$%grp^!PGV5ibBQ&R+x+3Xj*_w8_NH}-SmcD0wcDo(VU?MM45#o_&^?>I_? z&o*6ODWYyVjG1j5}j<@0hhI?XWvK^f|25J~Rj4oW0NNBKW=f zmGKwWA>xmttBs$zLswl#BYHlcsVN_5u5NqR_swX**D!JA%k*2+x%NkoVv>?#vIM@d z+@A=rd}#C$yON{Q)Rg`umMSD$>Q4CD;`;2gykANF&D}6(%HkjHNBizNitXoxSXy;I zeVOr65riKY|MqBdhygtW=JM-}8`@V-YXr_*b z2l;PHIt7OVZ&7#pq@g}|W{_Vco5C18HI65Hr^8Uhy(>tKbt@yh@NOZqTdABS9$jSt zJ>KKG=372)c>XjG-7RE1&x}!GeHp}>%6zw?duGh%AQ5si!jp#O&X6=rRbx#RN|9*M z?0AKWZww{}HynRN3k)9X|3kkp!K5#^%Na?Xu@)(u{|lhYKF zwJP{kCaktidv}xAlUj)Dw#~AeKtxl-t?xH~YI`#a+A#Bx<820+eLtvroZQ^pf|oGt z>XKi#KG4x&W*wKK?VW2qyDi55fo73GY5aD+ACadVM!RNBP$ilY`@pt%k-n>&nl@>Q

Yrpx?*-7msrthz0<8JosI8bSlG#p5^*0D4YnL?}c08-> zj$#if3&7vO%u##e@>LDq#`7bxj$uYE3x*tBRQguaW*pwMV*R0tF~^+t(~(4abm^sU zZT0ahgwJ17zuXQbu8MZsaS?PjURC8Uk~3xvtrqQ3|9w`qIEO+fAz@=UdvId;L*(eh z2dzt0J3H-`qdQ)sr7nI4k`|*S)cxnTvwbGJ95i&hb7zjnFVBbLT`|pNgj=tdpx6g% zMl7`UKi1Tk`Av_GYVCX!zjdg!^`)jpYY)Jv?;LF;8!aw|RqL)q?a>F<`+l_I+6O;s zZf>uBsNZ@4u0Aj5(vO}zHepGho&Fi&o!0-1&184h!%L|KSIf{>vOcBDh~nqh&B)^e z#qz5`&b2Cr_I0n{KN#1a*t@s5ifX1gW}H60eTa%WmK*&o*O2}8&QZm>lhL4D0Kdj; z-CEeg$pG;W)V}r>YhBA7H|W+wiJ#7PD{3iY7y9oLb;6-v+WwSoh29Rw>D(A7s}wSQ zYwq%@ko3JkDrJz7d!8d^oix|&dvom5so*s#JwoOJmZ(G~)Mn#3rH5ub&-)6;r^DLV5gQ=JzDLpOoR)a3(NU6TT;r;my zjsVWDPq=2DHPRA@+MFA%{Nfdh3b>>gOHa)F=~)=5t(p>EDDM4WSFOloFVaLhpL49; zRx=l)q=RuEd08k}MvgcQ_L+U%k@?Djwtq4b*kV9FAlYVjv0mWahK8Ts;Px;PH~EcjXI!qwx+bGMY+2;bvHkxA!; zDrscEqr_R@$MHwOi98<}4EZUGDT>x^UoGL+ZpX9k|9wWTX2y*BTXzCaTFe3cujbkd z&YlwjoQ{~v`rArV7Tzt3ZwAuLgzv`uMkyV8q*>y8XZN9$9T!(zcV)FmQ@j5pXg|e( zGI4x1CS+{8n=xQxVEPz`&EbuzBuY6bDZa0-Xkt9ZYI`3w#VB`Pk^R6mhA;QH)=`Y0 z6F1;;+hR#LQMMrV&cR5>D-Et&-y}2`Jq{_NnCF(xUYc7R5@8y2{Y7~u*Jk`0CVcE>XhZf+JDP|C2sqg&=`Pxj&mXkQnx{)jb9`B5q_y9t&qNR@7Tnk-D>$ z(M2!f287FfRSmlzSZ&XAKMJ{#KfR5w9_e z$lfPow_D_d&(d0hl!!(nalB3a^9gLS>dxzv*5n1L9SZ7vZ1J>`?Ni{bJf`n!a&eio zhoo=e21b)CGwR~j2X0w;s=raCx6Z3;mEk!$UVD2MhGKUha=4E)3!=g-0>{%ie4>u7 zJ4cnMO;p5~#!pz`XbYl*V;Hj_a?CuC3L_!fAnwaM&vd-1vXo85*vRGKS zm~0>lV-p0v+@9T9mup+wML!l^pnxP{1*z-6t>wv<1wFwg5J1aG9z&~l!evgL00|{` zQ0u|2Tv^a{NCLLj-i8?9Kl<$u2Yd|La4t$R2{7sMs|qs-N(u{{l!cJ8AgoX|0dZo3 zq7Xb)n*oK#^l)cEm>%wIXo?gP29M>28;=@6^8G_39~aZ`Didmg;4M(0L^lSuCcr2K zP=wcHv!Mu>Nhup5N6SZ3JHWQept+$U6Y_%KFcnb7kYXSx0)lhZK&3|eNvj|P$6fo| z!F?SfhG4Pl* z3tHj0tbND?h6~%Fw=q_R*${x22)sfd2Z3A!@({>J;57mT2oxevgg`L@B?y!vP=>%8 z1j-SpK%f$VDg>$#s6pT@0`Cy0MW7CW_XyM@(0~92!dMwLLSlKaVC4jK@_mEhPgqTW zq{L4$Aqxm@Iokxjh5Y$#$R2`Sahf1%_|Yo}V#kzuwL``bjEf8U(OT1A=HYZaL^L)! z6GB6#e>)Ti!7D^aMea&Fgo5A@Vo-sP5;CE77>5Lms9qZF zfZ!MBK@oNfn}8m})E5vDQu=M^E?i26jEx25Ur0W}*Nq!^D=>Xu8z)i* zv>yQL;6fI)rqK??0)^uSb0iaWx54SWKm?Wof-5jNA84)NhpB5I_>llI6evI<1eXhf za)Y!ZWC_7hLZFP%)V>axV8J`W$TJ%Zu0ymCtSgE<2~m;{u&Wp%wXWa@=|ixwL=!}V zArWbUR3W%l5?QOPUOR*j!9!BW8<9TRhc4GOEMXM`TP2NjPhEF}G$1S?0r95zl@#QMJu)}h!~auB-Mq_D>gxrSioTYXWY2ig-;bwkV!~DSoj}h1Z9zvvM|yP z%L5a~4St6}4AwTthMvK9?HnPKm`e}HX7)B|wj4;Se9AN4SS;AEb5U><>b%)wlM@_?d1J(3}~fe(lx z>H&zH!4G8qst3>re?g>zs0Sc2rBFNAWJEna!SSF>1=OP*f_X%cc@Xsof^$WI{9pBO zf@Q^#v50zvfEoT)5cRNw;8F=N;;(u6K1VHL*)N5i!BzBIc1i89C)D``QP*4%#lezIuOIl2#hVLNY=z0d;#>MOhP)4 zYe*yDD^h{=K=&h9A{lwnGM;USAJ|SbSlliC19sDP8%15j&3#9LK^1``iw3V(JvHL#9AqwYEWfeGG&PBQ}&Bqpf@$Vh0oz zgnL-Pa7+~V3md9P9sT{v7{yr$z^o=VY%DH}e{MVEc9x*|`FZSlxn;cTLIF_i;|JY2f%Yve(h7#~sQ1sML3L$0De~qS~sMufrg6oW^I0mtr zq)?1eQ9A-12y`OQg}`S7z97(zKo0`F2=pP)kHA+11`rrTU+L7_M zf@lXIZ)`O3RODI$w1X)I3_sD10Hk=T9saSP{Ev2|#~~dj+`0rff2tjtiHOXpcElxt z%BkHQOh%?gw1Wv8{OAdA^F6ti?0_=WKT4380;Eoqfb=bBL-G;QWV4By+ z4&Y@^Kq*)-Ss_>;MxYCVwjg*KRQ|n=>=z>y#=c!>27;@~kmVjTb~nHoywcLPCG35x$qej!1LzvSnEF9`0P-s9iJ1XfQ#045QbLf|_BKM_l_cQ5 zVRz5o!+}XeKp35cZsh{`3r-2NqEtt+m~0Hx%2B)#NnzL++Ec-7(b5Stwi`Tv}Y*8IXzReW@SqV4GMT*BtK_?Y{8LrE;2{ z{gRW&+J}$N8?To9O7_+VIey+O@q{xMMEmZNlgKkKI?u>7EXi=8`Z*WK>}YecnP)E* zKj*zW>A=(9f2Jd+@{OQaIT7on>9cw?!zojA9r8P3%He+b738U0>B^#_dJ+Q?jNi`X z(N5N!zq#>IkUHE@;yqS}xU49%ln7_8;Y+u&#%v<~OCpKeo3`=EykB@WuD=R%jQ6LK z*+|lS`daIA^jtLTg%G#k^Y`%BIQ{uU*2GQ zN=IaJmMmQeY7JI?P%KZc|Kst%+bnDej*OkIrdMCwo+@AXLKxilt$2dguq_i$;PHT9 zvTZ@I^--us`!{}W0~tbSEi5)QUVX6L;V0>yp?q7Aa>lDZh8z_fRNr0M$oxto?)pcS z1^huOik#mFwqEy18C?EhNk$mUdDE|rN-gn@^s&;qylUAcwmwtlW=LH{;f`mIJyVj+ z^X6C&XW9@WpH`tJsaV6j{qKw#>#qx#WcG>K;&B8**~qY+$eyw&xsl~qQ)K>l{Db(p zKB?86b6NVmIo`}krf*S=eM}Ebv0?RbhiijDBGDZE>NfLSvnB!|`aH!pa?S#pyrbs? zaqRl6BA6t3lj1)$$xmHl!6i=wo5Cw`BYwK`qq6%Wm5nDcB5xBO#%M?>seV8ID)PtF zbj2k_swA~xcH{PM&J`UdZyBgLXNib=#3*SS!)Gice%QBnYvUu@0%UzIeb*(%h@^s zTbq;AF)yxgM3!8`5yf3m($C-fJ)IkX*L(iR?EEl(ZjV*zXAy(6p6m~ttWQ<6Q?d>pkF`7`fU6?&s_vhi%)h4W0}t}(cVVuCfR?90Y>k8@b+p6a-M zxy0^jb#si~Df#f>5!HCl@ZwFWx&VPCj>t}v%|FxaKNgqW?~BRY4eZ~|dFy)I``(zh z2(wMpdTcd8R)R*nQ_{Uo}<6CjxJzAJ;MKSwq{Q0id|IK5VgIoIuc=ns z!6(5xaKa59e*wM4mV1HHX%=tn7B*ptt>t}(xD9(Qu+u{`@9QKV%&eQ(*gZJ!drNFL zY8oB!6RUwhZre3;0ad{@d12SlH+JbdL1~%d@{EtG*Q-nZf%pCQ{C)3_5V>5bAsJ~| zXulS&X;bs(8_ke~XT`$ogOp1vjN{AY_3!6LT2XwXt&t`}RhLQ6d{bGWGbk%r$<5=Z zy5>K!me)bx9IWw%*=)SKjoh6Zw39 zmMCgBgLm!Q$4sK@ohY$_t*#%J8rdxLw7uH#EXXTN#4aXY4YD)6MXtBZseS7}m*#@( zE@PV5qS`q##nlQsLz%|}J0^|$UJI(-87$|-J=5sttOO2jS0wOCyfZbJxX~P9b$v7? za@i;2#Vk?ZS8-edMgFrWlBYw0Y|m-JS;*PhOxlIsFc_CAvyMxk*xr#Yqj}GYhdkjj zj3;z7QjB{_=4+vM zJ@N(j#Y`zOEGr%UEb4l*nGd1-ig``REUi8cWbR83bdj9hr|8!Tepeb@jvsNh?Lj<& z%x&K$i-T|>b|O7*zV^H(7vLkhfgib#tz^z| zNh$)%lVJ(Jc#5^Zjjd2D`r;>^pSy=PIbt|*s|%#b)(&w^@5g^!34Vvk8f+CAmzclk zpxI(-%n_U zXt*3ql$oqxAK3hJU6sATkCB{_ekS;~_w$YiT|X|GD*Fh|ka*yk>v9BSD zj-IEnes)%~{JP2^&R6C{9P=`L9}-LA+8I6i*H*Tcmq}<@@Q=#27RD2CDT$<*X5&Ub z2AZk<9_LSDutXCp*gRWuAE23>4ZJHdU4W7k>>%m(u~Zv*oNJFVY-sCP?}*)CptV29 zCK*nfxx3)Wt<2rHb!(PE_vMR@-PiNFN-nUN?Q3Hpz8cpX)EtS2>iq^$ujiQD51LcF z3odw17YlQ%v(`t{Y!1r!t{3S>Va;*o zALY4q^QzO_N_M@)gKCN6p^^e|j~BINPIIp#T^s)xOfH-YVX^t94H6RvP4&5Z((D=A2Z@!8MVqmmGM6(tbI@Wx-AmOwMb})r zLiIFWGISj{7=AuLrSQlfyLVB(4AUK&Ij zvK6y9dXroWcHcZ3A7)I$>KGxMCi~)!vxd4(TvbGofo(C0#mW1O$w3go&E!292ho%` zJIUYp3qnJAc{n;|xxXVAqI0TD47Ds{N$h@-NF@)yBh!dl=_=3vo$A4NDBkyOT`slq zxs`Jyw^`i#h#3R6QWl@<#D_a#CdR3MLVx1Q^^YC5%2sE8et}CL$uCm?CdAu^xDurn_$CmCbF+QWk-l4I8y8Oxxl2$0hdKff_vySZ& zhOc8{@ySFB08)CWAw^WdOdCENOAdO?57%EA0O=*lMso2k0T*s3uWveb12^suU6s4> zx+9xRGyB%~rmoC3<$BShxs0>YNuMG=S*ddA82al_@Ba!@RNl@E?(E2AINo9nT^yn) z*u9OyB%bGyy=+-^cc6gsxajws`3JdRnrT>}&kfnPd+*WHN8THn zH{Nm$KH`@PzEUh;Dj6EhslB_jJ+qv{X^O(UTk1A8B{FO6vl*jI<_LXwbavG6Ia}x$ zixo#_SgGttFEC_CPnshWV@^o@HllS=|%@J-IzCQPG9cr*UY)up&UX$W2zHgFDN|kvd8RZ#5 zQBfWdOK)I!;SQ#Rmj|Ev)o1X`X}get95eG;O3p(0VS1?JmHTxdt@JE`uZy6n`{J*1 zCxKxjjb!$aBO%wufG!h)+;8I5OY%4xQmfv3c(@Njh?WGE}H0C^v{*;d|s9uJ16c>aRXRQi3zh zU1s>WilE5A%Edly@7|`LZs|l<8w~Sc+Cm)mMa#wa->}mpp#aWz{PrI2noIOYyX90` zYfWi5PQPeQ>U-+alGN8u58(Bc#w0s4%QcR=?Fre1EwNwf3teBT%wS8g19#BR(X1o z#+FcuXx>8;2X%ZD5i73GdLiF0cL(nJ?b#k6t)su@y&Y(@Ri2IZK3~rpE>B(`)$&-s zoL8}H-qr*^rMF$eR9knjefx>6Nkz4O!|aqk_gHxZ56><3k0~$7c)-7alcqHYHQxt= zT8j^=fbQH8;X;vdcj?9Zlqp4xwm2L-0zSBp+EEj+`gX53B^LzB=>|5I?R)IrJg`X5 z?FgEi(B{4Vq9TjaGgOqP$i(_HfzxVRDY4WqK9q|#7yAzOBR!2(t}}UwBVqt11OW^) zp3&s0y9uC%2LMLpjOOby1m3cq(RBP(az-L&HUoP~f0%sZNu>prTfs8EkF~}KA0%NQ z7EBknbN!5FQZZ9y5!g5>mJX^|y*_vRMlRuH6`fgavynBs4CZJzVY;7L9qq-fxJ4b0 z3limpe+MU-Y~rF@l&D{YGxBIx*9H~xyv1^(d}MYX=lDD|X(}tML$?haF|uUa|G9`I z$hU!`1#yDih2VJ#B+&U^Yz_n;0;#}|6DQaO8btKe36^_t`(Gzm=p`WYPw>GOnd2W9 z@xk8-Pl6A=zzclp1S4kz#na%!GbUtBh>O?-=43%uhB(1Myet22ACY5Si29L(XNSunAsJIdy`CUqP0A5}SJg z;=TXG9@0Vi#0LfJ@GSXwcRbsk-!2;%Uk zelTxgMDAow$-uSsuOIAC9GU#o50)#1Z1brftV|lIAbv0%ESNkg^Qie z+HrC5j^xFRC4b)AsNy>={;_zode>f*cnBkn#~8p{5*R%BaMrG3tK971XmJs>|M7`B z9#vFa@7)I@Fwe(#5r&Rie*OuQZ(4O}83>PCe#8uv3bd;RRWt_YU%o~q?W`Nq@Y(BH z61887wa=m58-1ZK1vrOt)0WAiG6U6JB%?OyAAQV$rpA<)>u#$K*us5fZMUCa*;NVr zl;6-EPmr3AmEds|{~#j%&g4vF4(f@{-3!Xjuc^`4-+Rw+uIh5$@t7~<42q(65)la? zuCigNycEbC+19GN|CW&PE2{KcNy{tha2eEE==FS`dt%nzNH> zRsV+8nfIOb$b#3BX!ILtcU}q2a>2_@^+6`H4*Ie=K{g%1g>^dcyYG5tcR5g1cg2fx z(FBXO#Kx+zLIYy2^AnG%zLanEh-CslD^A&rfDezn2yc z<8v+zs<&O+=S-VMEaHZUqis+NRn)(r)3wWWfzN#a!pE^yY83o++@@4^|< zc=w#NS0E?Ns=SndZ0+~JoZoIOWy_c=a|`mHZ@o$*(H3i@oTt~ie4j?KI++-NhW zCAHPLz*vAC*y#Y zh=Q7x3`=p}a2(R7laq&CTT{~6**MQ&v>tGaa_i>&W=YqjO~!KXua&a0nMTi2=3d8) z^dD*`?V(xORh)GBo4mp~o0IwVDCNUJ_x|rAzSjvIGF%>< zUOpPF^f?!Je;$ZfUN*R$xY5!^i`sZh1}W+j1;`J!eKXY9E)9R(Px!?<&!HBUt{)6N z-rdU1sXRv@-@-{8{vVH=WzI^L zRwrb!H!_XAu%FE$fzD;TKVp^mu$LmPODdc`tRldFxc5%hY$&C-Hd{8ff(G@w|L%<- zmWKjwep68pQR|e|{FWvpz%}Vwf(QvNMhbimA~o#OY|Ny1Ab=+mpc?Dm=-G2!0523G zQmhYF$lt;zJGe^|qS)pYn7Se{Kj$2?ntZdbG6wC_NeYKwt&+hX{ zA=eN09k0T$^O1{F3FqXVywucE-g|BQm1%;W(^ouM|7IqS7GbMvNxvpjLzV1@=H@11m@r zlE#ua39wybKMkyb0I-n6e}Oe2iPM;a2-1EMSmOpE9VO7mw=>u>Yqq&DWrE8qSe$1MR2B*U)`XJ_+H_KR}w@$}=HfSk40(isW2@5T&vg zQb9sELLgtkdj}jtr$?8yFVe$VzYF~W;e0>PQ?rJ@kPX3#0Z2#DNjT>w3QP@aw17Ab zy!i-}F>XK<|F_05*Suh@51sh&=`Erx`2!k;rr8fh0(}8H@sJI!#hZd4_Z#$K)&oQ-Rbw3N!=d z!exxy*Inc;bTbZlv6GlSY?FY9oaDDaLTGuiF-i>ESANS))KbQC}aVd4MCAT0bJ8H7Pb3X*=u1qs6wfDBLne=<;A!V(t#Uq1Y)*#$3k z$_M|qyZ`Wk@EvGBmS zp~I6epyPxNN8O-!N(X^nMC61H_~0A=LkBGIb^oQq>j5ysDIJ`KkPd_nKOuM#d|dMX z=->pwy{VaCF;gJL1EeX5jv=zAbcp|3LFm8=p>2%7>z}fL1bo>4!v=VSe-9#o13?BH zE=C3r0uRCxmOwXQFHm4yL6(#T1cA&!aL4+~33V(q`OZ8!2K9Xx62l?nQgu2*@rSrC zyel65rG#80rNBju=zk4}IN*vTumuQbuKkl(f>7pv5=(^tNh|^OL-;hYgzK!Zr0_|? z<|%2`=XW8@`uuN5;}VvnFdFKh=K7ns`3PP*w+CMRAJX9N{X?2d_@MoiG*$$ld}2g` z2$AL!(u5Q5LDZOakA0B1iDsb%FD(ED0UMHgVGr!>DQVKl5UJ;29IzozDE9s(O$-$> z^C@XWX~4{IEf_cp^IZZ$7$k@bY)AvB{7V{5TI5+sCJ#vV+@k|SPHl(_1G2)uHUwrw zR*2Y;K-iB73_c}|I}2z(wIS4O$kd1pp@-lxc4X?4L^q?$NJk79_7g(uh%Hc{L1HNf zrWA|?CM1s=S<9&jfp`#6gfk$^i-{LJ19K0I1}5au6-4ZWG+06+==-6qQh#$vSzw(4 zkX`x@RYZj0UXaD{FIPZh+7CR19nee->u<^~a*n8<<`=1577_k8QCCPr32;DC@V_Lm1eJeD5cnKC zZ`f*{Chr9j87 zLfCLK$nN39_yGALEW!`OAH!{aQ7f#zsY!UlNC7(m%R-EH)>_boUuNz@Y9O82%GME5 zfdxRyF}9H8fBBFilKHLIRZ>^#rvu6$F`J>~l+HAzdjs;BWrw}bM78^2i2ou67(^`0(& z^QP=Ej!3j%wO)qcM^7m`1*s)soJq$tmYg2Pr;1!&BUjb9JU`+Rw*M&Rd>X%cW8+Cb zpQjkR-y>@MIaHLLZ?DIf5&3qnFDiGa%;&PLJJc;=@!2Pz;^{qmqg1^&{?%ueGb_ph zw;|1gI%?w+>vO(uAH>%$zx}ZB{k+BJ`+cpM#tk!dDefIy9$c-wS*jX-chbpJq-}W# ziabl6S5ajX=SNoc#F0n|8A`b%Iz;p&+~>oDeYoMKc;RUlN`fLIh=p?7CS$cy?-L$N zxmyvhvh8zCwImp35m7E?~Wwi#n_2ffP){h?A>p^YBo#Vk7GRCh(R^{IX(+APT{XH|v% zN^#~k^#~-!=|x$*oY#EwT6&RK$DRidm(+xZ(w$dhv9g0D{-XX53ik(w!dM!j%^ix$ zwLi$Yb~TLUncF(>xj3V!;c__)9|mP=*joK?0w8a7NfM&!{#h# zuhrUgi>5P7vrH`F6H87yj&7wx7jNyCW-&7N;P@-f!NvHf&FXoRE@IR0R0n%rjA(Pi zbmra2jWQ|$^GLQ7LEVtzR$dmtG`}aogVu8Kt$4loqWA_a(lk8UqC`zJ5uX&v>JsD! z2A$96DCmPbz&8L30&-}*PreiqR=-jJY z&0CE#RP~ObtHt?xPFM-Ox0iX`-}-&ad6+$c#P?2Pq}s>*;6Lp%hnT#IY4J`?`YpMV zRt)du%M~qh8T9ZCpFMX;nWM+eo9%U&FVB))dv?<$f1{=uA1quhlNU)^Y>=5h&(+DK z#dV+%D09GW8RjmDs++Q-eq~OgekXUJo7D-ski3u;>)m*)||a@?pu?5;dFrP`Kz>n zk2n1Pa6j%w2?<1B!an=dkQYyibl+{xdL8_l$Mg#JbKJ183+%WaK2aCdKad~);w}5y zGP23Pb~aolmTM{?_qoK256sUn?}T{OFLAeM2tIV#tYay7_1HenH5s31nGp}GXV#T~ zuZ?^^%>LDbPfAvcAqErVhpL=UF_JVUTtOI<;jT0SZemoEv`U)-mk>ea3Ny7uzV=9r z0c{m)@K@~-=cKPpnU9pnXe9if(NyYvwlb<{m%zalu&=7P^03}SU-iyy#aL7E+-zL) zIY0Kt*i5C5!vwxH9xyLSwK|heYrABJIrFq~RG;lkvU3tstR`&r;u0%kW&15W%vb3g za+h3`s9M_@Wy3R5U9zjD(AQJ&`)E%i|6tj568sqsaac}LCc|-?`GZPO%%h(UmkN}= zUb^>PCF;9jC(XUh&jfEtzBE%ZQAcBf#u7HgL(DC|C%HEbqO|!MefN{89ityTc6bmD z-Hd$mHES&B!qrPVaBRTs7-qK7-9bijMUwJ?>!>SVcNM`OiTo2$oTK2^L>;t-y&2Lj zp-7vBHGWPuE>pVqLZ7~x{S~r(W6eiO>i%+e2}xs~R@LkN2@jMqvODf?kvbU<;l1F@ zJd;7a+Q9m|+2>JBZ*RtZUb{@a9|WIzEwO^ap+-9Qmz@f5Bnd?ZBTF!L!WxbTl|r7k zqdNHuUA35}sK(eTrbXFrXEZLl^j-)NjKrW#M?S*ZatmIsP)(aWbpU=CG z8d}5S&bw&Gp5JV|9@mYc*_*lhDSYpyLc3JUeXlY{(VRA^X}L; z9isB@oaay|t9bGm0^eoMZE*_i!c5)ASK6W{hN;qcOO95!KBlae2(dg#B6QcYY;JzvXx1)Umcsx`kB(_z5Ac{*#GRLNAlKe}!Of z>0F$MZsj(N;Mu0_G{6^?>A)u~NU}&93()Cu`N8(cEl|kveb;7J6ubGcP5CWNYWs|f ze8-3P_LgVe%hSCshSox?b^Hxy-rIOwYtggBKic4aV9W>f5AP^TcGmHU;Q)`+;ou-o zNi)SoC2OyBsYeFK(?g|yWM$~e4?ACf=~TCVNQ%Ct;cmUX9@%=hKI?&hxN0eVRIr3e zYcTVYGjgL33#Cq&<|3sXI1@;&dK>!Ynn#^d!>Gw0M)`(r*WXtpZRWz`){l+*De{*x z0_n(AL#Pu_IJi)TN6~yo)C=BRaw5s`HCQWo?(*hr`?A4qWI)lt?Y+{~&+a~fzrq{j z%*XwtE$L9ngs80@x7xjtz22qOfthv2{)(5WAMDvd62dZ<+0R|A<1-mnt4&p6H&(mm zIu12oPX<(*xQdM_9M8_!q^7ye6?8h^f8)P#r+n%+YD+GGg*Gm@xXHuV;qxWmy`2G} zyzW~9V*wAZ%^6X<|Hdw8NcnYf+n7r%%Jllf5F8s;OCrMe@32v_SJN3ke|c8tY3@Yv zabb9ANKb?;ZTs>=UC;K`R%rou{n>|-QCU9U@6ZIR>_;x}_g6Se2QcLGhvm%ZTwOC< z-uZC%d=3XH;JI!Md4vCp>O8T8VY9S}tu_(m6leXTNWPpuu}AcqqQ$S^`=3)Dh-B!a z1h2|wIP>)XsTHcZRTbc|z}G)(Sc|?Icu=6bW0)gq_pbZ(pY%+3p@4e2S1MlY39FV@ zo}9ftu@GO3ZgGjSJMt*@raT~*h%sFXoPejP2gmsRP$HocYrPcI$0K!D znv+Jd*`)6hMbXEQwGq3}&1qq>1b<9KXWd@DJU17)SGOQHsi|3QkmOaksCR3WA(z(h z^{?70gXxRm26rA5j}!>4eER*#sYZ}Ei>LZUnDJ~|KWU+&S?Rr{0hjvPVk5cC?L}(r z>bKc=#TuwWPp3k{YC|o2K^zPF#LvF$ql*MZTS*UBMmoIAhVSu=y4W2+Mb2|3xC+G& z!>5OdY>rfy1zsz77_U^7**Gf)|({nD_Gx2U(!^MO}pQ)JGq*zI)p`$k6nydT>+ zOYYn|y!(1Qwd~F1mQ>x8!&_WL%wq-B9TSGbquhRGD7$0g6!T;`ub`c0p|O+>;TIfQ zriZat%H|dyU36(NE`3ZovK6qQD!xCGJa^5>%yRbWv%xwBq37_F@Rk`Vi|@lOp3%Dl z;P;S(mPbs!J(n2%ITJE-GfFqs#0a~*yA%b6+zm0m(z}fwcI7j*q{t6d=bG_IXbKxu ze+c*c@vvB}c;$7o>b15U`c{{q?Gozh>1s=h=e^tZ9=&|m)`+$4((rcAC%%hu=0YrWhkmwb z#yIo98(w=?$~(o&3**cYsUaoMrCHtyBEpAHmN!_-J7YeT2(Z*OKUpSVE$4~)geoZu zUM8qJX`~vaRJApti8Ft5G8)Xmz%WcnJ3R2IMAb{QeCf}Nl)B|aI=MoTBAmI-!|1%F zjQEOPjJL)!y=ocF_KSffiw)`V{Wb0yUn~Og7Q~*kOuEr5jC}ZRph<2XEb;zOq&J!@ z9P?eI*Yj!1`3&)WPSl62LN(OA3<;0z#Q#^>SBFIvb??f6qNIR;G)Q+29n#(1O3Khf zNsfw0NH@&Dh)Ab&kAQSZcb5#^4R_S<_dUY4Ts)6TlqEaK^uZH zK2u^ssWJJUhHA_zPztV;6NE+y2N?a#8r{ZsXz(Lk1KJ|wDI5GwtQCAunuQF9f>3$M z#={`(|MA8TMU_H3`v_HOT#Y)a+)-yw_U$df4WJ4*x#}bS_wiaKTx<&{U><`i`NBH z*ra&)sC$d}K(0}ekP1q&M+vnWC?VS>WsYo`5l%hLD5UD$GaqMu^u346_wD~N9Trg| z`)GPysE2Fu-{_!*96#zmW6X6=J-x1IGkF205JAX$hx{46zf;0b$;NO>**j$Z?>N7f zgLsD!{LiSrmiwFVi8Xg8ohDYaF`RqRxDvJ#fto0S|D90n^o>@3rrzHv5g4DhCQQZu z+Dm2dO{NzAq$uNN?>#03Jl^9}Dksn+Z>++B9%CVt|5s#jvi)r`jS#^u)UVSU#3tPL3?K=0Tz>}USy|gaqvgae2XcqA;icaL* zv@MDryVrlIRC*7jb)6;1tNBqI^dA1s6e1OFiB=m>7Bp2s@8!5zZmS3r7<0~_t=XyK z6vKbhH^}q;VIA??fwii!+sTs;+n?U}wbXe;LKbXwd9Bz`vjcs9*!i?_bOUw678Hm$wsw z1}$zv;k18fI}kKzcnb=X|HGDihX$oZ;q(6}ZBRG@@Go2eD%^@H|1VV%TG@uO{|Q!b zgsT2TW&20if%g58|Ai_*n>qmh6R7~z=mPu=RB(otbOE0Ii&KCWcB35rg(*OLd;T>2 z4@DBH)Q9p#1u5)8gZfeZ{1>ADMGTlC~crqBd9k2jZT2_j{^Roa!}tfRIYz<2~gNL%Hdxl8YfZe zf9xD+-ZZLH{}4GS_8jUq{)zfVi<~8lVG!{#rsc?+*$)h6eRm zK^0>WoPlPivnJwQKU8?oDTIV;SaBwDTP9K zE9*}_6q-)dxVsOCkx#KY`b~(42BHD%q|tzgQ*SgtJPn!e*yl@&q0IKu-Cujg2suU|il#K_anWRmLCq>C*`~ZNDQHsngO8)v80C;SeLbx?Z zSk|-x0Iud{hP+A^aYdc!(e}Mh9p!qAIsVfm^o} zDe_i9b@}RO#oudP0pTOBDF#v>!4m1n^7wI3U?-^VYrKv(R zl3@T`0q`Oe#z%yZK&cqe;nmE45}q^|01g1WnGFLq3x1&N6^J)4FaRJUDldQmc!3VjlSb7HFGG1%A~=Qr+5_ePlwXcg(V@eemHyZpP+s+j3`q>Y z6Lk2E>L2?bRU0}yMiT>d%i~a4*wIsdx%|0>s2rT=32_0ad8LK{c!!<>4(T95WTPDM z(NSP!r49x_jSYz6Ad2t_vGedT^YAdUVsWdx+Q_~3w54T{6XoOK6XX%(`Hu^nRTl%0 z3=rgjx1t0}G9VVWf&b4_!5GLILgTfb8&0ojowIPaf- zi3Ez%4fCyX@_(*jDE}fg%;)%QdCAelE?a#r$5svkU*Y2P_~g6eXtMFvA34GYu=c64 zcX%s*p`DWKTSV{UkaixvN$9q2Z8avL{x|m&&0^)QP3V!WXqWWRX|TIiW-~#F)eyvX8&YMM#p!qqaTCW(Rv~x**&eL z0wd`Zt2&SKJ&n_=?R6VH379#@z9xy{@zy$6aIy84d)33Q z;{Ny2(mE7=HbiQvuZ}<1$&7uJ#Aoa3dS-ia{TuIcO037@9UU`;%vGK4yeXwRSF(-8 z>pZLO01xJefbUW*0pe+yu#M3DV_XT}3J4`!J!a1w22;N{a}yDP^koDerudAmuCs~^ zHY{9T+S3M!q-olB;rQ^uDLursp8c{sT!kz&mZVX*7~rzcA)~1UzS?Y#4FT)t@}zo)Ws@##gjvV0f}5m z&U--Cv+ka|G+pqaRMcpLUdxSJU5f!Y(!agu$;XE2nP` zzyShT{TXII^Zj@&;wS6A1W?!Fw?H^(sJOcNdLDDxFbq0-o^y#Pf=X zJkQzpctYpHV?1BH>=ZSsUeE9FY?zT*zxn=j6v3oeF_7R<%B&`^J4$*yJ-lqAyio1u ze!raWCvjOp8Tf2d(WlHJztN{C`%p>$`dk6I2|s+98C}?yFqCqfpqagBssic3ya!68 zH~Cea$F<(OSkHLT_yjSBelMDi+G(rtCII_*xyU<2ps8iq+PF0G>`~No7R*mMB)B)Z zhgIcN@ew90=A`Z+%~$mEeK>8+qfr|g`mpvzWPV{RdW*qdG9KAbBVJ0T;buo#;5Dz& z`vvXAd3KgNjaj4m!t;`^3_%cQ7NbYZbtwX;TYaABRh2FC3Rg@f)T|q8)qF0vSuFG` z7rZ$zE?pFWNqrN>Bd2dz$L97XsW&7iq zyiTd~`Xw9kY#ReZ`e90&ZRJhK z^wXsMx=wUAU1N4VJs9iiRTjR{GU4Zlk3X&G$sI|;%Fxx~hO3jKMx|fq;f<)6Vgtj& z@g)xd9S`_Ywc7LLdXrBXE+F$tGX(DoHKL!$zzf~&%*!AN2IJJTucvE1yJCpm<4Ccd z?@4ZP>_+=SUxBu+ExE|@X-@&O(@6{2ifO3oK$ zR7rSZD!=vc8tXFrfT(_5_UlrGA)+NGG5)+x8oFsewM!jRl;?yy5dxtoteQQD4^2#f zZ|{LPl$H|TJx{QuLQ#|gUGq{$R&wtRWVvl>iD@RB~UJ_X%SM? z()Ep%Ti{{s{OEpyE*fJrlx$wvY3!}FL-H2#klmi~^pQ(zD<(sYmp8$h0L#^PYdawl z0$hv_1guQ+l@WU}7mpzhs`S@!H6KOR0x4OZ2!vJ{&lO>dGykxNWx4pWj0do)%}pZ_ zXiNx_W^6tiW1FF37uDZuu`%gXM{?C4_L3pVA@7l<~Tj*mV-|ttqZ9<`LA=x z$F!$eD%XFdXXEsRb*1*EGd`a7{m8X{Q7~z=Es@FA9UaUXJtEOJL{xUdVT9(#^EdpV5~`i{7m~HUk1mp59H-j9dHZI%mGwYddPb5C zPle{%I=X~@B=519UiW81&8XE&+^TJ!W@YGWl9C<$!ML~wn8cu(dNqEUZ43=i^XM-N zZ&SV@xdT~#{G~pKSGTP$w(^Uo6Pr{5rqxO;`?UPS;47FYeQ{B4`(!*jqdH$3U+~;a zWBNSV@kFWJb;|x(=TqG91M)D8iDN^nZx` zpt%3nH%le_Y^pRQaU=)UWCkZc&XGHPkSd0b_&~benjd>ccR@xT&r`8*e{jF4Lsa}y zFJ0{7REZ@4q*aJQ=7TZCMvkyfXaXZ;pw@1BEb_rHPPIa8v@dt4s1b5yoWn8h<=2jA zMvT<36QS2ap6lbBBxI%^H5_c^@>gY_kN+Yj29&RUDVXlaNhf;$lTJeblbwiA8h=>} zb?B@(qm2H#lG2qnveArp7$?8fsW>r__rt@P2SHCZS|Gp6bmf&D942}R-| zNVnA3`+B2v`_AbpK2P6de)GEGYcI(FB`fv1&@IC{eN#o5JJG^jyfLuylEXFKUyQJY zPGD2UR6?q{S%naq%gWt-GFIxR$}ecNs$r`BhuRoz^sdqQ*uq0`15e|c>)u=sn6%iK z3?BJAA3n;(m6)fc-!{A>wWySkwyLFumcI{>f^+wdT3E7~rhJoJ64W8F_FyN@LUW!p zjIA&%Mc96uQdJSDf$S zbhDcDLUEG115QC_Z?wZT zR}#B^gdmHP%~;tf!R#W_}Pw@vIyrvQG!(%oFZY7`2iox;@st! zT~Yf|n-5N{?Vyv}=Xl$KZ~^u0^~9mx8s=^!noo_cDIu^Ap7@~yFsE|v2^VWN8sb4n zz+2qO0Lq4R=FHd3RWMmcjbW&LzR5u@`y}_x&y7A}>s%wR(Y|MsS9yXrq95BWy|3!VBy!ETau-$~)rliMs zgZ|=J(Y0OX04yq>*r3XabD?2M!O!y$l0T&7>~;Xu=w*OGl^x3mjV_2p3Mk%OMzU_p zmkW=+@$6i;R&3JN!E$|=rAj8a!%*0i-Jg61GLXDvw|n+gHk|xz0|-LSC39 z)uyKWkS+5tG@&u9SP4{dNqly=Q7@-`vxd|X-jh2;{N6MMej9-CkvuWzQ=M(v8h-0Q%^)TO z2A5vq5VHf1-oz6}_;$-Md`uz}9JES1Clef6;f~&(sTIOgtY-hv*gQ@ZOyFMZm-F1$ zlhFhZNpRlpSNz7lr&8f@3vN}By>Z~Llp4K{ltGiz>M9_R_wkHXe+P}zLk-CEqh}NW zw0mH7dXAUDhPbdu3>J1B-l*(5a^LFCbMjON&mU+Fy-(|U&u?s1f-1($QAMcTGLA>F<%aw}p~lxWjD3uFsk<}mO$G9l}tQ`%7fQS{Q-wCyLQ2I@~M zjtHkQoh)YuL+Y2JeW`+N4EQZT~abad4_r&Ff6fcw6p z^Xt$yb%`J9?Q?4>b4>GiLfZn}1ODTIZpYevL!{$<{iE(cN#;)+oupk$yTdz9-oxu| z?F-bd_jR8dA!iqj;*bnYrtzcw=~I~CtlQPrcJQJ_5UqyP^D$HB%TfEgn<3G=VwEx@ zXE7Sl$%k-OW~!x1&X!NP$O4<=yvvI>V8P3#IcO$qX)mTHeqW0C+`}UL{ZUo9J7e=Ax4CU4aR=qo9iNgXwG79kl`_I=Q~y}{oV9|ETmXPBT8C$q{Jo?dgL zKxBQ}5M^v`Pv+Xe_KOW%t?V0}Xi2diX+j;BVq-HY0MCds39=ZJ0sw;(mUYOa&m;}g;@=4ZdvuW%A$uMRZ?YkeLaVH{Au)PdjV`y zf&636kG&n(V{U&RhAO%S1>=O8B_$QV=y)sk!qYVDfc4|sa_LA{rP%$#^Kr~U!RXRt zqBEzWgDJ?9Cd3q~=0( zKBDFDSWWdDO*=Py*QrCxam&?4{ns$8gIk!OgpC>z< zqwh5wI8_zoo(8p2Iv>W~*B9;V0 zJV}HEcm#QQM(AlM)Q4srZ#_J$zNTTlJd3AXI{A%^JhK|?t1=_kGbCNZD99HxUA;9p zwA*jJlU?f!rTHWfx5F+XnY3PZD|(-E(r7GI{CV{A(CFu_qoQ(~sEQKUMnZGwd8P+L zpoH0VU8mO@e^cXox7_o`yt**vw27_QSu-C9hiQGEy=G=pQ%b?aWIc&wa{d77B{r;acsb`6|N z@L6rY$NF}|^lju!sf0%EG&W-Ksiir% zaF0G``;Qx`i6YzhEbY1wZBC6MXtzHnR9ADz>$lQS%E;`;gazunYW@UjjX)rNaKMoR zx`v%UYywZrPx!Q|$Y3(HohIrWt*=$#sxJPC6Kq|;#0yAKBrvg< z!c)sVVfu2{9ckbxk?4mtIGnF_5U;-A{Blc-(zlj!JIkhw7^af5B>4J-$|9hd3AsEr zy3dv38J;lzZq!Hku-YUGRX84_DYz$8Qei_({K7995glJxhW~@g77K)~v$)(kse3@J z;|DE%MU>al9#UrCF7eGz6hf`~O{Xiw^%wIo6;~5{;;bCG$<~?D#FycgGTOj&o+zb0 zspu8#2;r4X<6s%eFn1@bl0Em(h&@c1d$2Tpk~(5I7x~eUUU^V~P)pHj?FbMqN`t^| zDb)RB-p5LYcscYgX;i%nm~nw_$_iiJdPE(PKj%PAW++5;jc!Ut3gKHlqIs1SouYx) zGS}k)hFuPpH1+Kq;o@dZv!$w8jJ0fiqnTpM#bFxv8s$~b3rsv$vpN-8==G^lDSV#? zE#bp$xWpDRu{B;EvI(+gm#9k;Jo=P&zqTQiW-ZDRir3pPyvkv)?wqYs5T}*PnCpsk zr(9qGdcRpKIq-UQL75P)W}j@=_paLZ+L|rWo>{CSsG42C{2QE( zO3KliiUWc2(!%omGIG+g()_X_a&jUfvcmE}L19^GIcaI2kR5=oO7+VM~~lQ$k5WAEcmPbZWe0h_n9gW{!07e!wW0`09*BC zM1)nD$Ma@bXdH*g)GU*(o=fK9_U++qQ%hsowC|>GUsHRCOzZt%sBG4!EKwuU z?T4Spjh|NlpdtA*?{2?i;#JD9cIgh}(O(8};$T7`<8B3aHCK{#Jk9B7ZYwFOV(O5j@mnQ7gH`*OIn})M6tZ?#;)G^ z_BBZ69e98CXn}q0J;~7${n0NR-wQ=wn^5s|?wDq#m}6{B!Nfd`9!#blOhhuibDVuk zT#R~xrZ^kig%fVhZ0W?dYIZur-Dk-i-@{w+Nzh#~Wuf}$Jo_ksmaH z%oL#@W}%Svjmx76yQ3P%wKM%Ajp*`YO<$k)bMnxgiRSXNlX!oJ_P`u4g3p@jOErFG z-0=X=^2z0c^Yd02-}LK?Unxgwu9qx`%|q3- z1k&z2if;Qv%I)d8s>{J?jiZqLb;xI$9?0m-y{}1&4BLuI?kN)O(sF&muQ`Te71^uY zL18uzt-3Vb@9`OnDfSunC^?_(#_zT1U@*0pSS>7`h zZS=Ta=r1<2L1-PM3eJrYp2>*#?`u&NpXlp6zMU7}WC-2_YYquL!3p)WhqS+*FL2|m z)~~ApQc$(*yrNzRLj zTWJ-ywtTC_JNa@U{J^iDDmD5vAl*9!6`xJSVA*kWbI#@c^GwH*v6m|5bt$EybIj^z zoN>1WWM5i{s9`Tc51^r25b6*`w*_q^Vwsm$c7E5z5Np}o&DqocK zaskYCCIozC56%TsWag}W+;mFzC|bKA2ESJ*Ja`eMz1>LkF31Tx7t)yqrXC-$v@@ zMY_OzUmC||CbxYn>wr@>+>CAc)g2g+7EjdDq+oIQr72?Hj9=RVQgq1B#HC-l`DT(` zWEq$EC>N(bZerml&}AdqbvX6uLSZKHLhc>KLID9^K<&nd1D7cHvP98(P;|h{KxWDe zPW*z}Pu3Lc+NKM6!%P7m7QG=pz9#g(7g^iu?WF;7)=n3^r7KTP=MHpjI)gMa$620n zE#I}s`L`4gvrxKe-0K4zVF8M(ZWp)76<Z$fXv#ux<>K1sDK z^bg|(A2CDK>f?wDtA)A}DNM6wbeW-GB6dAyuQXO6++J=2_Tf4l2?aM0gQnK#bX{l?@6XCv?J?GM5vkzNFE``6xpTu< zgWvlS`Gb$9%G5;ISuDjT6U82`Q{k%DduRon`RWeh^;%k5^_mxJts11|!iW;P458r3 zF9D|*x_cy$#OxR-*hMR7S6O!uyLZphd1M|7*dzS9_fooksSL48kT`kg)GHBuv|6oJ zpF#{u*Pc!E$6UX7rMqVxl0JYKOT2z$YoEmmP11)@zC(9^iq}ae{48|Yjq<&nx-gdF z>T}A^t8U^NKf;BdFt0x2_#p#}7Xtvic84R~P)|(&8v|S#i~%r(YoV@cf3He# zSq}_=B7700$%PN2Z$}E@x%at;Rw{#1R^zrl_Q?!9M2=gf`|w8Vt+VlOo1M? zeF@l8)n#&(^gZr@YAysEZ6pZ6n=aP|m|gEc-bn)s75|?-Zq)_#-p)W(L`ni<68Ue} ztY^BE+)1I^5M)?dYDjA($hZk{>G|}LW-cpY(dKM96m=s$OSnHiYkhyCkLTUtlKL6t zWYbRIakG~iBT>$L*0wN(d2J=N6NB#d%B_l`y777a7FE5nKSvz28l7aiIIysr(^;!A zJC1WEDavWQ6l`N^J{Dwd(>TKnzNR{gHX93aUDJRdeeMhwl7eTv!goe8y={DQniR!2 z<0Q)Z{HvMCM7~hvDOH(Jj|6F~@gV5Vk~k)yA>H3ak1#SRSu`C|#J~ve{ulV(iFwsR z&wY&=_u}|xPNRO_^Xv*@U}6Ge=3edfxlzjB>QRyh_??j*-@X>6R9sS`v<*=yn|sy5 zPu>MtGNKG!bq8qtR2C-7dxb{wNU>3+F*nE1(GYP$zUz`?k@9(Fp3OXOeq-bm^nQe* ziblU-ImmaFW9&59WhZK8i*x=P)y4?40I{w!*32^hwRvEqM0U+tsK?o_QQNQ4q|7ta zTUXTw#9eygvRjh0mm8od6fkJE?+GIr+nI-eW`0%mtHB7yNNM;MVNsPI(iJyS)9Zzq z^F@m0??%qq^J~=?@fGq$D&#j(bM-e@0cK&J-FUg4_|37K4#cIb@R>!kyD^r^bTZDu z;@o@e%qqxIoH`kyf5q*GT@c921F=5IU*;^=T8%$#ll++V&*IK_`UqqCG!qXX6`Iw@ z#%J|sdVMWRWi4aZVHIWLHMaUQ9$eQ7jnlS^AVkB?b<*!{nv=Wy9cIS*9sA}$mg{Pw zLd(S4T&n#F(4bBU3Y$%T*;hEW;FQ+xBfbkxxt!tWzBczM*}*@psF2$HN~rH`q0CZ? z%wAAWoE$OzbTpG-OV!NHUX}-`OcDAOZR^{9SP|#l)<@xJSl?ub#YYc z*KV|+F1EJr>({5XVD8G>dyJpz-?j5f=rPC-lvf)tf>4v-51D7lC!>Z40W->#wfL`; zb=z^Q_=BhVX$ASi25_uut7M4x@0?nC#I5*aruyjxkHZH3Z_yjmCbv9|b*FggV!z;& zP4bt9e@EyH>XcQjA_F~Sl#%=k^Pu91q6@u!6*kFH)2xW0%OdXaGWHgoQntaZD5DOD zP?Yw0{)*UctYH8GAQdNN!3-IJhDBI<+Or2afAqW8k6YvDakT}C1|X4~3L$yaCWroy zf!KOCapCvzo157SbOt8mAt*|Yxh-eZa*|hKRIi`kwSlqaR*6%7koL5a|51{<08}rR z#XpHt;p+m8e$CiybMIJYMfF0Bo&w~AI;)~&0iajY6}emyY?s!n78Q|XOn%HR=1^SJ ze`XuKkgDfB+8EO--ppOJBRMcP>a;^SwgxG_DzIy*N%Po!)ly1X-#NyUJ8d4E{$#a3 z?B`=we)`$|Zf|Nn(%JqFZ+v#oz0KT>$Nk-c{1pR{PJfO6BSL2T?*!Q~p+cvEl}QrM z(!zI^MOzjOVAuNlK7+TpacgEe&OxOnK9{g;Z^=zI;!W}9TG7p-l#J_kndV{Pb9)kG z##sHa-;f3I2>BPbCVTjMjY~Ve{VweOZCaOqSh}W~-9yIV87W-0IO72_; zK2^wN)4VL`&1(r==rK6eQ7Q7Gyp3ES$_sbZbHhpt z)4F>Q80UV2!h*Wvjwrhi#Kk0@IC=o9%Pz#avh6!|+-Z^ouCe?Se{52)1hz5%lt=9N z2MK)RCsV~3P6hx$b~I?xyJiey^r>Prr-=uGjt`)~cg<`U8UDzv$-Q~H^Q4|zuXVJ& zwpLS{vAEE(WJU5`t2^ZH)uR>}-y0&|BQ{@1grM&i{Lb~@g!QeVwRY9Dw8b@g!(K)1 z#2EMFuFY=d17*oTBqWD6zS!_nbaXnypcdEo^i5|)H0DfknUdBw5846 zB7@QLS~l53-qkJ2)tqgSntjonL5g;nroygtwnJw8=IM#&wi3(lJcGJc@Ua7GRR@RM z8M}Z?taq2hCNOk$F}JNGieqp&ioT4;Y>450ClKspntBF(jV0JcGDT?m8st_r7ToH} z9_AVEfYg2HoH+8K#5o2X-Hy5(wp$Mgv;(6(p zS&OuyWbSU=Meg6j(q{phXA|Zuzf;cSYd}z~LuiDkQm+WFoEjax4>P%1se^ZK^)Gb+_uKq%@eoeGq z?fmc*7ow~JZ>y>K%ymGsemd7wHKSgv76aFm5sbMDXqSNPH2oKe) z^(R~6abr-+D4LiRlih3Poyh5_haTnZ-tBWsZ@k8ZJ|pKDw-Iy{g0WGZ-JPbkL{abM z)um!tqim1KDmq-I!OsgrKAQ~4L^a5laLeR0hdm>%7GazPedAP_yf9A8BB;*KR*3(~ z5j7&8!EPIUWv*RIV^hj`eAY*;0@2gvjyjMJOicLNLZ0^d>d+8@Le6{$vQ?H_1iRuh)1w*>`h9~0cMNM2>xcGNVHP;z>2n{GgL-67-}U1Y*U_RCJN zU=Mfd!LEm`!!<$q)-F)C+9Kx8y}e$P6P^O^{qv#>(}%qg}X! z8!t#9OhRcuc6+Ve1Y+DVh$EZBau&8Hv-5p9Uy|D23JsJ);IC63AyHD#aTaNJFjWaV zzmyp*{Oqo+Wqm&%*^_(E)xjuzTV&lYl(Jg!Wn-RQZ9v70U@V|!Xso#NRn)WVdMF54 zQmMrsgk7Q>e@Y{8TFsMs81v0XXp>4)oeF2;mcAZYsd(jJ0b#e`Qq7$ZfB<6^R$*6GlIFOBqHym;~w>U%wCZ>4O?+A zX(iD#EMv_){0_^x))(KT5YcoDUU}GSboipAAR^_>t!|URPh$CgSI3ZoDRTN$5;ND^ z{Q;kuSEf#=W%U#_e>uAMPqqFwjVTdf6Z8RE#wdYLDFPE-Ndn_IIwKtBxh!dnSG7M4 zl>5G^jqg~taTvr45)f4k@J$G}EE6DZPgdqn0DqTo;dvwhjxeY^ zZ0pR|W|Rcd00leq$`ne-R``LV9rg~K1n}(spPO6ZOp=!T4gqM8#^22Ka?MOFPT3CM zrG=k|E@@GIYInzohWykPChz*Q2(V*Fdq?E1<5r4mV%_DcL%1@tShFHj77qp9b=9Jd z{RMGEEea~Rj2e+ImTvyOph99FQl;f%bo#KhA2!x~H4n+3W@~|N&$Jt#vA7;K*Tra_ zZ}&(9Ej{urm!n>>pqxk-p&sSeyLrqBvB~2w7+h7HU6%BPSi1U}IUZd+*}Le;TVs`o z>!8t!iH1*b&_KcjrLxJ`+zt2*!Nawn-K#Pv0a)c=i@s6)n)DT&Mu&s2#Ko*S_JEJw zk{T?e(j9NG!&jJwbVZOi@LbXs*TTMRnoPYl{o+0iZ2+}Y%~9w#NlJfMYBk2u8( z7jI_Bsabn{t-}O$K!ruA#vKW}1iTreL$y~eRz4EO3l{(_R)Pk>CXR@o?Kgvpz#3-i z$v`#nf;j%eL_6e9e!m7y@iJ}R*M`tDvk$87WL%K0SCZ-zVy-QfgoewYy^Q)`l26}B zCOZG%v9E8J-Z+?SGS3bs?2g6voLxEh;Ox>dh=Fj_>_B?T-sE&*2*%3lLgfvX(4JC} z{JeUb(oBy8Uz25qWBX-jMX0xbe6z4BcT{Q5LJYEF_m(^=A@D*&>h!Y>B+9S{ZAMWA z4+8qwP}$Quuf6I4?#2*7eIW*?X4=NLS1ZO*W-;fku?zwY=xxB_2=A|av9Pb1sT`Et zd7yqZjeSOYBp0*&HgsI^v=%4@7vfBdX$8@VoC9=6A5&NpIYkV7Kr}P;1u#E^T4Otf zm+%mqT4Ris7bXA-7FdJizl1fSy6o;! za-`|Wno+a7KlZq3QUlVtH{f*FB->zLNq)WQN+Zf)T&x70<1><;G|gM-AM|1UtIa-PLkzX-&nV}I*jbbIx0X)f zdhp^0=k=wNMtDuCjIDw!#`Gtf5<^YWCT~m)4Rs3%$~M-|j)}O;e9jnV{^G23g>qFTNRQ#)j$9P&aUKm$zu~$=JzH ziz$lhSBp!J)wu;Av-sDm4=BTe-FWa?vxIR%S07W7QI@3nHADIEPjR*dC&_;}$9)3n z*CyGy37z6iU%gJty&QBdqHNgmi}0K+s%@YeTbxHdFIfCj`_|^O2}WkKsl;93 zgumyD+<(lL883+Cw=7XzLB)%ycd3SrHmP<)YWuAH7EYptc((W|+l#+!tXXEy{r9;} zUVA(sM7r|AEK=2tm8*Td4q&*#W(FCU9&jz^iLCx`|F$%=FjMNq{kU{ypjwNYLQ9=q zOJZV9ZBGjSfe%?(Y*}fC<(lKHtud7`b<({f_u?D2#WfDsJG#X-pNo@u^rL3JOKI%O zW$_zb12cMd(`9qMxX-3*U1dF*L9uX;WNx#|Q$Ay$c958E(4=;dB^xBb;tq0>dE@or zrlh1e$W*iy$!lhMPgCU94Yivo5u50GH1+g>k?YO48Z6beC zt=?Q~;bfAc|Kv-+n#3RMb5&Peq#bL|*<5$;Y2qvj)1(SM3cJjOktLo7SoIo9U-}Ov ziWx7PIH*JZfS=SnbBUF~M-M}C=NMTQ&+1q=G1jlCf$OExmjkW2bDVFQO+<2G6p7F= zzV)UrbH2qhg7z8xfpW+#KC{L=?rS!YYRun~6V#M(?O5yGQQ&@E@Qn``oXb%h$8VA1 zk=}i&yZ#kX>heOPtw)&gLf|*&d&4r^Tbh|K`)J#6x^N5tEw-Srh%go-qr9d9*8c)- C!Vo3^ delta 48923 zcmXuqRZ!m0x`1Ka-Q9~7D^R4kySuwnoZ|dQkOIZs-HH@&~1<(L=00Y1TumEfT z2fzjJ0DOP|AOwg2Vt@o71;_w$fC8Wdr~qn!2KWHb0(1a9zyL4;9|0zS8DIfe0XEM5&aveRAoEA8g3m_eTGgaY!XO#uq;C@WYc34$scZ3e!%4f z9TQp|Ut~)MVJx9uZy!mDt?R!&S#`GBc4qE9A~7=RPsz_EttA{b$ZCVVo)cQ7WLcTJhh2Lu_ z=!Us$VBo;t!BEY&u59Pw)5D>3M|}U`dE+L8zE;fdcic$2;mb&K`KHwTYiKBszR~ly zhgojcn<#6W$W=yIe%PS(0l{w;u2zJDEZun523M<49(h_V%x7N?d2^t8T+MPVjzNzf zXPIsclC~9|ZC#j>kWHS**ih&?|3cj1j){2Y{Z9IClg2;E$cUu6l$k z*j|vmR#`GIadyhGaK1GKQxo8^O95i-WN?(`$>n7x$&cl&lTg~zFx|shT`tLL;SumL zFXv+_-uRQUR&z1;=aJ<`VZx&7f#Sy^BA5HCg_Bo^eCJULmOs2`mHw&rC;Ur#N)L-j zRkLGbG~x2Xh60l<6o>jo<23%8>nV*#1$+=fJZ9C}*X@-Rv5pUEfq3!qzPlig+(ddC z309kXA{jpgq(5>*T-+CYS|aRzE7N8gi-UMkrtnxld~0~cv@GQECu)tEdyen7{6iGT$IEiJIXMWgCzmeL*|r%Otm|OTk~N`{xtS z1%+wswBDc*d3A^r<>MhglDY-LvyXZbs;TQX{l#KIY$5+M6Z)o}CjBvp-+qKhOG3LT z^Dtf#i%k`=H!wfwuE#{8hG(wY2RRhF9Z{3??62c|$P}-&z0$=`93@(FC7tTd} z(7I8jf!&P8&~;8Z#_(u^87nlfNDxzOCvVbm5PJg%4-}ePQ3N#vVa|flecG3H-8Hxg zhEyX>pHx=Q(U>zzR=(m!8Er#X91h&|TuyHvAy?Mc3c@AAP4d`-xYYuG-f)dXEqw7& zac~;DAOF6wv8~a-n&H6-I)W`tZ@iLu%f%_9vhv<6Nr{Y!PWMCV+PS9}yNA#u(V)m( zF|N<6%qJ9}(GVWeXX`xgx;hKGQNMLo-@y46Skf*~pG}`dUAV;4i{MFt2!SVpFvB>0 zWlHs}mj(ltoyKb6^)af~$xxoz?q(QaNUJGLVe-rB@>4)euUifiA40r?G7CeM9^y5k6KR)M-j!kMLR@c3aYL4E+F)0IY5N<=HH}-ip9Lw>w;zw)FTo=DA*=TT+nOXq`|Q>EPhuBg z>yD7XC0h@zrz{X%5QdUy9jy2|%w{0j2jM$oDVUxG#{%y|ons)bDI}F54Bddvw(!r-8$#!u!Nny7o$cLtTu^yJbe)&4Tcbido&idq zecdu}^w`v8(L#|bLRA^%(xo8bAE*Mo+#qs|)looBf4daD8x^-ruh-xNJpOlBX$XYc26ycI6o>#!ZV~8zfkRe^|HvLo?%Q|K|4=fH*T!=4yx& zv%M|!M;eZZJIoR)wDGI?X29ZsXu|S66>Fv;&*;+uXf2)vU)*!%2$kyR4hz9pTD_4x zMX<;lJQN}9bYXg*SpXuEc7?6bi0s&QPY^40*B_&p+5vG^yQq?6)W2aCeMc=8!N$tG zUXvD)e9lUTU!}SZ`&2LBUNm}+@GIJfV9n~cf}B9nQ+snD=Kg6U z;*fq-D(J;nIMim?hDt)1$qXfi7KNtZrp>ma|Ae}s`ioL8PGCis4FXZ{12nq%gK5_x zMuG#SU$lW~F13Dr)VKPm`{Y7gBl3wtJs9!F+hJ9&)z3JdA<6@yKzS0~srcvR&UU-FhiYRZLz_(jxGA)7-<$#6Y9 zf0=Z~F+Sv1iDv)&sZ0?tb}*Tgrfq*jVUXdn?)W#b5V>YasmLPlrQ#Be7URKJ@1z%w zsR7jJCb0Gw)lsR*qvnBaIQx#YuSh`Cz)NG0RrNW_d;lT3Vl3S3FKXX?S*)jkIz zH6O=}5Dgr1Ig^Pg^T&xTZ;M=f9!6M36BFI_up`X+Nt2iMa8m-=9m&JxZvml0kh{O9 zR5=hv7nwXJBoo|@Cn#p2L>*Td+{GjV@k&9U5vkoe!p$(JlGO`fT^g7c0^# z@MtS)mfHBH$13+2=NZ2mSGqz^ocm$vilaDjU6R0=O(hA@)1Q8Jj_ZXe3K+)62qyyZ zA&XnJ#vzEe{nqNKN9A~OcWE1M!G>nnV#aUW-ibf>M{k$vG3wQ9JG#HaM2!STo*CL0 zvjZ(mGnbYQe@d22%FB(@WU_ePfr#}R5`8FU=;{HJU?h-9C?XLp*snb?TO1xQ$ep0! z44y#QDQ|WZv8E&Lkbx;A_gKsudszYGIw}(nK^1lI+E$N>Gs6B1}XJsmItkrTx< zxJCVNLtnAF_N3i{mQsy^JFjcI*oE`C*07K+PaTtze~u=jehq0u(A=UbtP|Ow^13jL z?zb}SMb*meEq}^SShLJcW65c^;Be#Q)r6Hg5$I_gx9-&F=4ZPaf3fB3d zRA)!FcYiYAGotm+BnNtv*%Pw{L~nNVnNL_UVt~QqyJYc?o(X@xYngcku~9!acx%|k zhmz?m$ApkGe*5WzSUbEizvZD@7(Albe5FRAi``@4Y`Kr)4{p3Ed!6}t_#b+5T*BmG z1901(Gr43}FX1(vU@;Qpy^zE4$1133K9l&mGM#&^w~NxB97~mv5N7t;faDM)qgjL* z;b|quF~?%^3=LE}TE}#|9Q|rjCECgkd=1@E3r$AoS5cNJeF^MW4Yv6hdsA?NsJYc? zFi%Bg@lH##4TFC4kF;zWBSpPAs6FK=$qq)1DIGot>b=0n;{FWUbXbDA$QZ)QV#X9Z zCC(fhMfMcrbiQbavPt}&1G;dOs~ACur40{o;?hi*`NZN&R*vxRLSHr`B=t>Yh6Vk$ zy1C#%z|j7SKg4zaAj2D%-xo_&rqb~FEY>^bwd_7zh)QIu>~cXe1Y%=YLFEPyZE=2- zAZ|z6QfXxANB*sO$cSz7AIQWA-$+c(q)L4Eu1kyv>@ZZdwgGOgy~7m zWcE&l{2*tKjGtmN!gm!K`8EQ{(-+V6ea|sR%{qwh!S7j>+~WyZuyEw7n_`L2ciNN% z0Tm=ruTCtg{IpX0R}_(+=pfhef*NxSeW+Ta!30N`iconF{zp*WKW-T(3;U`i>>~K7 z1*@kX&k(B3s*0ffI!^*jKg7w$f{mpGy(Tj$A&Q@ty%U5M4k%vIXwVDHkVTc|EPWvyORK!Hxn3VZ7i?j4R*&*=MJZ39l)np-S$50I2jRk zc^%ymuVV+(^@I;Fo-RTC87ne0XBseI`AG{mG4eo(Q0ae<&-;Fvy%xhH-qt9u!75f!cx5EY4RjwJ!mQS@=C0n;Ap0KCiSrDu-;l znv>%AGGrE~FGz)Pw8~!VjnQ-~Xxv&ooohG>=U>=_iZ4ElVCe(^Kk3+M0<(rRONW9! zX4|531L?)pvaRx4$iBa4b=(Gj*~%YD#D(Tl{doQ6y~;dy9_Sv?gZy`qY`q6LyI&2J zL0|}Ka_OveR)=>I2!oF?akEK|=?lX$ zR(u)!5os(if35Jy3xLj2C9kF6S~Tkzzq+oW(>j>k9Z9(?4JtkU$09E3If2Wp&)5Fr zO6~Mf?Yp+aFy7u**QKToVx@R1*Pi)pl5#*>a(oMv9Uu^b=&cNcK{^A`d)s0HeTu1X za?dFNEWSUs1B+5ljsTaA>b|(TA1HCT1Ar+5XJT$brfugX9wk%h)*A=?| z#erq++S369h>$R6Gqx34M>6W)>5-o>ucFdbe!p}&@m7Qk?A8^>$e){wRd^bF)IvP` z=6(#qGh?!{tKBq(kNhxhqp-E$NE9Q&Ft64>r%VrtOxL+P{3dt*Dg?!uab_tqtyQjo zo**Y^X05t_x4qsAlZk?lXM-^47yVK_$Z0^(LcW8>W@8ujT#=?`>v9CqIOi$ya#virkcxKqp9?6bGSIT&U07IV#q2kc=RLma0{*Uw2xib5J_zIAtFV zPFzZ1;`zqJSCQ=0Q^2r%=?6AEih_Owe&+4DJ$r?c1aeK?oax=$`#mn=;}S)}_?d z=^M^nk`M)w@PhJa3wHEO#L(ysPTXa{mri7_GIzpZ3JD|GOe<~7+>u8RW>Rm=+vl5I zM;oL^T`Be;vDloNSs2^;ddxpp|1F>K&ym{{XBa~C$uP!6<_FaZ0K@0_1Jl-pD9%+! z8;)2vHmc7eJ)XqBLn0CVqvGp$4R}oN*P~mAu`V&tgvg8k%9t$SQ4bfs?(4$}`MoYg zWab6Vd}XRCV#jRuT`F#TzbT&0BCU1n&I&@-8e(Ps`844mN@QYjUe<6p#J4@uYD2nT zG!l?gM<&PD#(Ey&7+G|pisZ*3q|sDyCYPQ}(?uF23w!(+GSds&4HpLwGxL;B-w4uZ!>kj13G`I>qRbJXxvogk&q^39V* zJN};Y+IaKk@gY`%GL>O3(^FH1glMjTAv8OAVue}B&6 zCRBv7I>)4{!U>-OH4RJZ53(FEYsati*BN!KdVBa$Ih6R2K6tb3R=77oq1!&Xt{8|Y z<$^TSlc;AJsfT0`)@5!K&%&1u40u5d0ubI|ZPGVFWYLI|eT&)FmIV+IHAg6)-ag@X zOAmK+V~O^1H92!>ibMT>+H@p{yJ$cFk%E$#}S_V05gM37i!&iZoc(@y^J zMgEEI`}$jZ$%i&lyS!FOhVBjhU;Y~vX;Dy;TdJ&ZGegF?0#{yr_r7{>3C!l4_y-W` zrDJxX9(S4iHluR3nC~jRd#f?T?*N7fVTGKZ{&N&|zkdI6OowtRRu$cgmCWOqLS)EIcR49rX4t3@Xq@$`lgCf8j(?jF4ubBrQAF zYzjUq`gWx=QG0!*r++hzr-g)DQJN0=M&a;BcMdv#h!<-MbCC!INz&g6p~ zTBM=zC{qlZfMqjC*8~likMpL(ljjm8ZSHCq@ zj9)~fDK#)`Yk2cJ#tnpKux&xn0WIOoVjCW|c2-!{;jWCuC)z3X`VC7*{M20EG5v%` z&P(#GMT|(fa+g|=82ir{m_|~yAA_nh+B@6#As2}2#08i{dZC`eN3MbMS&`1HT9Tri zT4j#xX3pS$(VeOEh@DQ{{)S&cVm}glD>785i;6=fTQp(l+8M-G_Y5!-mgmsh>?D;! z_j3{1$*ScbvM@X)m{5)@fsLot!G~Ty{xXDsq9l(4pU&;E3sf?!;IMXw z;@PUu9?LwRUfT;{5v6HDA!xmiLcDgm3&y%ii^Oy(!~y&3ZXz^!yAzaVytYFx{d;-G`h64;I zn9pFiz;J`%0mBRC3m85y{9pvY2!as;BMe3aj3^i}Fyde&!2I{>N`a50!N`D-1tSMW z9*hDQMKDTWl)7)>x*V6?&LfYAk`2Sy)^0T@FtMqrG=n1C?_V+O_? zj0G4=Fjio!!PtPY1!D)s9?VxT4qzO?IDv5n;{wJNj2jqtFyFvZs`)vqg)aMXzTKHoYRDyy}Q z-_Yg#fa}OW_iZ_0gmNNKOa#j`A`x-sYG9W<=Wq9k$(9!b9WSD_{SU*=Q@ESq?WXnL zVUaKNU-Z$YH?JP<&|}E`E_Lw8x2WW|m<0H<(RIl7lD^Ud-9aC zquQ?<{3;3(;eILN@PxuXy^(I8?y%ju^l%c*gxSyQx*&;1JL7OK@uK$gSSb_{I4zE@ zpFcrcto+9=-Tsd_J}0#G%4L0}~o4g)3GTtvP`m)!Ei{H9F{cO!8Wv)Fc7~^Y!Nb=fnE@PZ1zDRr$p{Kk4)o*s6 zo)>Q^&b8C-Gr<@Bodu&FS14rct&OeO5zo&~00?T^h`3;WM5hLQ zd(a+hf7?-As^T}|VBiZ%GkQiw)=*>Ty1)J)Wxi96cM}Iedi_|;u<<3CZTM_<{fXh@ zg|2;OY+c(G4vj#KjtcSG85+c(z)mG>3>+v1B2uoL-?Nj5&N-7UA7NS7e7K{Mm|5xv z`#(mQ%kFr7jJBPJqYFZJenFw&2-R@hgOXLlK8)Mte1uSAJZ4eWv5%O%@--0C?d_gQ zTWsy|&8EJhhn}#3hEK_xkW#jTy`_#(`7ghqnN$WxKEv<4^!fx)^DUbZJ3!5NSzdss zO+NZ-SlC@`1DF;@@y9hEYX^(rRyLM!{8ZC$>jsH(%>cEhZ-Bk-Yy33gr*Ta94@jH!vPY~P{h#E4Xi8`Jzx^*+gb z>Mqo!LW|9TD-aP}M)rWe<~}~MG?(pK$1FlMkLQd#DU{$~jgehO0s#r*MtShDJ!$-Dd0)_qCGn(R!S1P={lhP2m0gt}#KVCpw(K zIJ9-EwL{@7lp9nQzAT-}yzyZ5ys-?yK5X5?=QP^fA%O4zv7T!IZJpzyvm$`hL{B!b zU&r`ZP};NKyq6gReM=*=1&U}cS#2!n#lNQkYt4paY*w5J`CwjwL#2|vfu&qW z8upf(6Q=?*Nmt9~1@@Z(2-P_rt!#auJ^UQo@^|8n+G8qAPTp1ZXb;b_8QPR-JXG4y zckE#Rdsw^|KA0xVqgpM8Zk1oQhzQC1u=Y0YxPrJH`9_hWdM0+2GC0{L?;7`#km-b$ z$JUE`xya+_pyVGV3+oM+a<&K)5iA75bc!gS*bsMR;H(8JAN+0%$PcN9g2pACh+3Wj zbkN8zS;MDlN0*b027-fA#KhAk4&0l9#<&cxKAZZox-Ng_m*WuonH0%cs>#fiyxT^k?_P1$mZoiIeCm zOgqA?f#752V)&iZvK_BxBI{9dO*Uc%%wP5&4rC_hd} zyC{6=+`@zN9Qlo(8pD3Uc!pi{xg`8JER4$C$jUD+**fvY z_WPUX2JKNs3@G)e_5`s@+FwUbM$FN*VJBIW+AYePbVO=fViOZ9D|UK!@+Egs$wYk( ziB1OBG27(VnNR3upn|!u?6}aD+-l&GwRvi-h`sT5L-ZY+rCk_uJx7J}j6AwQB{l z&5BUPKN||6N)5k1WuPFfI+JH;s3Xj(bXG%94U17tKoy9VLrmn9p3Q6{T-jGCj##)|&;ZayE|f1oR$|}q zESAX<{|Mrcjq+2{5GNT&r8Kcc4atfk7j-&#X|mVtMt6*Bwx^y5h2OS40I2+I}US_p>_*1wtEc04uLS*G*bIAqv zDqFVo;*=&8dR1IWJ>sy}g@Ngo2&#MCTy*Ya-34eTIYY&$nKq>e$4s}qLlt@nfSANl zpnQweBlV~G-6pJ5tN#uqqLDu1;5`JAj4;u2!l-|$@UI-xyy-cZ$odPN;@L&A^gH`f zP8g7>oxfA--9fOD;^hY?)nD2$C}L0sEk3eRsh!X~i_h%8alES+9V?Ep%8olF%)4vt zISFEFU|&`#xf;6>&pW1Fs*~4S+y)6Du79*N)h4!#*ZlQOr!S_8>#}Vx%H2*GqtfXF zN}--LV^*E^bepRsLbkLJtHiMfz4J7CiZel7*%WI6la6I8WiEwc|nO(seVlYl^qLY6kZ+NroTb;NZa&&8F2AgaN=&q zt#NYbc^7}-Sx8oW&o@Hk+EdrNsk}%*5=jJJv%ZmKq}x>JR~4&)z0G&K!J( zzWlm#bNfyc<#Sw+f#Ck{i)Y^VQ48Td9_`3kE?T>DaSPL~g))5WB*t|Pq^jgL_ZcHv z0nN&$fu`q$qWHA@_Qy#YnNFYDZl&ce56caf2%|dfGg39mwYgO+=20yp@;+w})X5e! z&1;Qg3Kh(7C+g0dWB2bfehEkl-DBIpHk`P#F;t{w&GwzaGDA>DN^B>8p1QWr7uLjX z)PmHFYzwN7P?p)nCbvVo*!gFu%y2rI^TdG)9f)RgAjI99HaNz`4rNVruO$PrOKC`1 zXNV>Gjr9PV+ar8fn8~^uiRl`ULeo?2e(>NtexJzw^`mq$5E79EK_;M>6=p%^sQq$C zT&-qhQnt|UfGl~(`R4sRCgNM}N!(e=y%m{$@gaEUaoUeVTcBq|3Mpql#oY33<@vM^ z8pifdEv59XtdYcd$CKq348CKIH$wDg4V}~!_1NDwV|-|1baa^kP;Uas4N&33gOt`@N=Yc{qU2 zGwS%&ck6enrE!)m_=8p3olFezu0vwkqaJ82>ub+PDV}xYo!_~h6zU(2^j~-PGS2+f zcWI;h*cB4S#~l(ZO*G3Ds%n*SGcr#07B_Aghl8Jf+9jFytbpictNhy@Ry>3(r)kkg z`6Dj0WQfY;zgBItg^|xzGokCLP4*QkXY`ly@sXvvIEK#7e;zYG#MHYqK5n++C#bSN zVY|KkM)Y-&{l-l~V8Trs@53+2dZkX>LX$WvhuNqgl~g=r|Ho_ z0#PZ)op6$gNDd%#r%npOBR0lG&bQad80gaCFM6u5T&92X9QO4jq0AzWJuV8e_x2@- zc^;+zvB_Na^CCcNwC(ma^)cZ&?cG>6QlVragkdACv1rj>y>iiV~eUO-u_ z)84i=*rvxtF=!*dhu3gyuH>fM&lJK*7hEwu#GWO}a{I|3gR+BLNd30PXV-o-;Q|Ygvzh(kKL8BZr^+%Ieh}bKP(9 z&tqRS9TXTr%s~c=uJ}1v>WykjquZ?dq{+DW&4lco+b&wD4PWg)k4*Zgc|0vpg`6LL zk-&9H^w4r}8AzhgtNU#EZ89s!63 z5#<{dN(Kc9zC&wu$@$Kf^xyHqXLs#9PoU{nKd+lkcB8Fvx#()FdGu}Q z86wX33x@1ZB7QAl>HpTtH0VI!h2~V7v_?L39q6`dQgqm~I&2gLCDV>`fWhMb!O*(R z9Yr$BqC5Rg>zKMU4%uYX=Q^VBv5w^Bjr3a|sDtu@A{E!N-~duLOAg}i4{sb8O*`TN zN{)Qx_B~&Iu|W)7$+%*bOLt6(3U-VWGIi)*O3R5tW_IIP1dJ|?QfK$EqNJp5Q z;6lM9Z*=~N)X|VZbXIIkenNvEmM+W-ruLT~w^l;^4kDVnb2o#ldivy@Nn?WJ=N$VQ z2V%iTL13c2hhIiD$IV;$Z0CI!ecSC*?~L-Na<*C!rss;1KN@$%0rm0Y&K1N!T*wEB z%!wcYD2m-+c=%G>r6I|H8d5Lol^;yJGMYiZaqNbjA8UeRQ{oyf55_(Yw8-rvZ4apk zFRQ=&J&&PGv@WWHHMiom6ixT@=>H@GnFx~lPX8+`u-S#jU|g9W@t7yoGK>uRegk@N z&(8=IgD`XTi(jc;5OEQwBW=2ZKJ+Kf`Ff^3(P3y$=fQxyA@MAB$XWea(JC%q1`)06s-(hHO}sk_fX91*3qr zQh2PY%mPK=>>-$NQz?H!DV#Y^{=ik0ujNmGiLpC%aw0)l4N-lWjHO<^Q++ij`ouv% zQ`NW2JwBEH&@<3HcC{#|`6{3|ILj~Zp8?CS^g74ytaG?%O;EQHwl4*u+0|!~gWErs ze7w+>#r6GY+W59Ghz`#UA$cIYK1~KfU+soRPr91eUi=I3L;=q!tM-go+0^lwk8)0- z-tzz^kO<|A-#HSF=_DR0ylQnUujU!dq4A`fE++YD2Al}G3ZuEBc?emy<^U}02L|oT z1X1h2*wuKB9z3crF~xaKC+hMM2)iWol@V!f2NDHVH{Pev&;KMi2K$;U*NN*unPhI` zBwo%2F_52?8sG(>^!i%$X+#dT4<}jDs3omoXf3yg*s19n%y82uL_Iq{R#W ztBWeuDIMKHF8Q2&H{Sn;o0?7l)bgbw&NjEwnH1fZ-Q$;7-yfYz>=JI7!&=8QIhzJJ zgC1*{?!25r3kB=AsC<5+f3-{{cCd_l6fZI@3s4aSG-YtpDG$HoJ*~>>tT3Df&TC0< zB8l(U2`n9csyMIG39mn_gOT=6-iu@rJo69 zXlNy5sPg*h;-<#1WH`DBxs$PBmz;{*u~d==IptN|5x<^?Z6x9aeb4#W^BWFNzQVvo zW8)Fy&A23~b}RohTIvr@Dadi$_)b+Q@N@NY!WNwuK7Ck8!XDdJ|I+M7A8zo2uw?fcawDFF51NS>nKf)a%%-;dRWsZ-;x*#)P?{v>F(_4l}e&(5o7K^(8AqCX29m9$ODQK!h=Fo1rlPL}kmISI%- zy0^*f0ZAJF!V_`z7#BBHG>>CF5p1o*^Cfit-F2W`(|_a|&67eFwY$r6>pcx_;6&f% zys{}9(bPrCamsg9mWn9HIHTZCj45jECVTT$G~|RWl}m-(1$c z4L{y7Poa0+{6rww@B*?{x}-K8Cj*GLj>DmhnBs;%Q{Sy_$`3q5dl9xswGZ>0qooXG zMCBYWyQ@d2Bz6qIwde+lpm%(}9c7ul^uBWPTQrPmJ>M$qki!>T|GtmTDP%Q1Ngik3 zs?xr+iL4i^R+wwuy>NZ>Pu|RquZr%_p+qEomAODDo7c!z(-#!D&pUCZAf#Cz(0-jq zZf!th=3sN&MwlM(LwbRso1Lj(8O|4U@Q5jYYSX)(yb;^#A0UDL%EYXldc_B|;GBA9 zFbWZotaHA%(Mu7PUinSYq{H3LQ1W9Y0;93(h&}TQvUR$1_nt#@&8Bseo=dVP7lkli zmFDV^la1oulqBziEbzWAJ)SUpEq6_D}{c(*|_SH3&hH7spHffeH&7q>5S$x)_hh z5y%o|=~A~O3kgY)E7|%sjfq)$$VHjCGwQ)idoXkytdX*OXuWVlctk^-XlVOOJ--Og zj2==UGT~YalH-Hq`9CnQX<$h%hoEFOL_`mdxE!kXIBbOSsRW|M!c~#r^LpLE zY~XegYg2%j3PlLgv+d;(ioai|)^KjBKMy-05!)u0PpclYyC*ycoRgt-N3m+iKZOTc zVFdYnX_$Z-9jE6CVv0s#xQM(|`4uLi4kHw^I?&W{f0bUPE;F(5q=H4L4zTU+dm^Zg#aUF{_Q-{rME>6b#KDORE=4L_fu#KN27vsTBwe0 z)z{CwW%24H3EHK*g7Ou{56dYX!2@ zya|&9Hu^_z>dE-S1lsJ01>tjj;~}q(JH+n;XdqwAM1$3>pFlLH&&c;vv6XlQq+;7B zJLJNjmbBE_VedG|um{m3BW+MiEbP$gf{Uv;2u7hgkfL#^a$AL^DT0SWaEkuVz?gP+ zoL3ly@D`Mg2EZ-e4vkjlT9c^i|0%R9-P=kd{Y1P=)|gXzd(3*=O7ugl}X}H))%;o zg6a?SfwQ0Jib)A5|NVBBXU)ba61Y8JVCA@~My91P+Up>OgEKB(_f0k8=eZJFaCs$% zO{Mr4fHzbZN_dqjQ)>SCaD1Hm4VG*~|L^}cQtk`y8>z19tz1ZbG~{^H86z^GCst6f zX-?0^9VB*6>iYtIm+(a{$r8$gvCRR3=h>t*oeWk{Vi2ReK}`%C0QF3f?v+O)FJtvy^ISVy!Qi<_L%& zQ5OH>Po4OrMzSJtjeqKfb8bpUlxZWs!!PqID^Tb^w2s)4Qap^OAx)I3`M!G6O)JwWELNZ(+UKF=O!cb`$ zxaJv0nk^K-`X@!eIpQ#>c)&)K(&t4Z;j~;QhL(0v5gIulrLu> zQqUD^6!zdCyK{?f6P>DFY?e)h!0eZ%@3mv>v5{DA7l8}j^DNLthRT=x9@siW9E@^c z5OaD_C=z}ky6J=#0)KK({}S8jg!2^@O~PBwt3a&8XO0tYGQTQOIllUHQas2U&W+nn zhLdQX(w(uKFVft3#AX665>ek>jckQ0kKJn zYVF6dZY^&-0hPGIhuF#uU4;)ki0-foH}0CQW@Vi$`OJZd2q>7G*wD}4%&x9nBFJT4iO;m45TqqldfEz2VlpdWPqlzf0iiTAN zQ*eGQC9)jF#Wb@v^!WR)meI*P=;frf?C^}%YTVGz>9ZbJ-7b_;I_){=-lY09Pe*@k zEG9!j6ie{7m^V$)(9o~cAJZ*>Y#Tp9KKS~Y>bKEdX$3E?sHGC=kE6F|tJTu{8P=-3 zvnsklh5nH3s!hUm(8@sBj$`M4n#O=nC zOg+w-#opi*qMh`{0jc^1!Bp;q-TC&%?Tq2e$1Pj0PXgtCkMLF7f4ymBv8F6W3eDeG z_?-67KOZAkJr9pNbBulSbI~PLh<>Y1%Sxo`9O6zj97oHm6ndZDem@^U{1_EABYRb( z48qt#H$quKwK$z;rHc%m*9Be8Ho+TpyfgMKh3Ly9$kJcKXguBf;Z5u2()Vwy z>_3%qrIIt^1vgwXKa{(I;xIknG3d*mg-DH}qjjyvqqmofLGsSG%Z*DH#{N(wZVv|E zhK=l68~QaXBaBm|2XyqQ`ZeuYE*w}s9aa|F$g6yDjhx=~%93-VBe_Fg6;MEoni5OZ zB%KrJ(DHjFsFKx@jc6hA-}0`x#>(kkgWvh%c*Yrsrf7^?v$0EV`Qz@bn?kna!e`Wd z^jY^M?L`4>T9AMaTg%a~zs$?HkOM7#lIx9}%j{9#NaUl2gzjrqM6F;tbao2<_`lkS z*5ip1tNl^)r@6!+_OD$%YQmj_*J> zL1ROzq_YJs=5#j*24$+86Sxc%U=J9^kd+)< zD7uEG?eQ6$Du<+`Ea<(`=Xw9cz{vBE9elsq5xPvS=>51;G$Pk;5nnb_pVn@cuA*GK ziZw^1R|UC7f;cOoga^wsh*u|8F#Aa$wdD|mm^S5Lf-@Y#!^(U7(@L8vypQr zYCs+2+R((k>Ec6X%U>ca64jXs3e9zg-+u$-39D2O{ymU4Z54-VVzBiIX905bpv080 zGUS&CO`o>H>gI#5P!G@2Va4N(VL;2oXe;c;#Rom5z$DHLQsbhtO|t_N({Em0;qi)= z(jhA$Yf5P6ZuNKbM*mw3!She8A=)P^E z<$anTpPCA4VCTZ~cA@&kY&_j}xkaJsHRIG#EW_#8pfq_bfK??y6!1w?>zv-~1tn50 znjb5md=|!_TZ$&q9dC5lWCetsi z?Y2g0C#6V<+?d={dx5nO%IW=AP0iHSQThWfc-)5PpGQ-%=;gku;TbDAQ&-eu5)Ko1G5)=zdv&Qw6dmp!(27#%B;x^ zL^O@af&Rl>zi1_hDwbFZNefM}KYY*|;;M;nt{#0bto?Mu`1LHT_orHQ146qcR`TW| z@?w~g&C~fP9Wn%Q!5MVV+ygUA31O02ey~YWPtv}&V%Y?*2BCgQEJu~0=tOhGGALEe z0X9%WQX{+2L}=SK{d(Fz^buW~2%mJw^n*{v_lhtgN0N2{7gk&{70(cYFa>Ww(;o+l z^DnyahG5yw6|dv6u7NFdNwB`*?lPn^+yNqIJ{|U7;(7SU>2O)`pfrg0H^-a4k~=Za z>e~KaHjQVnP33LXq^o|RlFuU%3s7ypOXDOZIwk6gPWqlB zQlqYot13kG976CtP7||N;kY)~YH8v4)^oAH!WxYGS(XBR<4_$X=u^Yk<$5R; zAYF%-;wa~j?`m9@ZlWc05LkyzA?4u)KcG^UG^SVYK68eNDkJS<$Z(~@a>Rtt){Q%epE_ovp7^<8%JZXzbEM*f0YTc z6f)DUCgY4+>@@axu8=nC6wSPRUBUPdTWem`H%V zr6Ml%=VC)fzwOH1gfilpTTR=OrRr#>ut04TCN5j(e+>UfIx-`BQ{RNx_wnwg^2lrbdBsx$R1?j9DkHU@qW;Xh!5hgV zy}0(y1~t;wpGowjTzO=32fF|Jcq!E}^RLd2Y6?nuE0Wup)&l#>QY{z5{f1Vu z7YH7gYd3kCSuVaVD|py3=y^*JJ$OOvhhr?=O$lCNA0oH#a=)2-vV*{Pz~7|*ubd&Uq;dx6h?V=R z1Tn`(13uOnYty%_f&ZD_JH640@SfG)t}#-sConlL(6#6ZKCfU5qT8w8uifD?8(8D?>B@RvdS$P#q_p41p})U< zsn5MK&L@lJ%k~|$YcD;;IrbOjl@u=8c8ct7TrhJ%^A%Qo-Sg~{sHz<7qaPmfDUzrf z{fSO_SXJrW49MU&nPDULUdatckE^wv^ISe5{rw+&`)F_uZy$0kq_5w+e`RTGWKNx^ zm3;I9vxH$qe}X%EQ<*?!F?}uzr+Fp}yYP`Qv$sMy;MgP-#eUQ|AD$%1-q?lL4 z`4f#ed#nPX92r^8^0deWG_^GIHm-{%jFI|6i(ze7v+bz+`^Y@y-!--dr_7oXGj?lK z;%Wj2RXCrLRGDb=ML#QwyJ1V#s`)#BHWH(oie@lA&BkkK&G90~-=u%|O zCG?uzDJ6GNe-;@!5+z6z?Jn-(w+Wi-zW4KQeMm7(La9s;U*jF!`(mXu-EDa8ajO= zN3RXXR;{UFXJ@dupkCnVjs9HNK~$5L}gYW()M)vq(xPplU5S zZBi{8Sa5sx&v0Hlw)b;IZoGH1_Mj$F?8++H;Oe!Xd9J&~eKJ=x+X>Kj?ycllh-ca~ zk%tpCl}w z)#il-i{;zO$^%@oFZTy&W(guv(;yEA!7O z1OJPaP2kE*PCHXpkrAPDeusAG1vo|Hbyly&cHeZ8`V#Jh3wNF%{?+>N4$R-iz(irQ z79J|H%@`~aRQ{{AbK!D=$E4Jy|E`q9Us}$WV)usov z(D3NPaC6GQos^DWGyxEfJ7+mWd6Z`KTkErlW z(JfuKI%RL>EH=k0jEZuMME&0V=C-b#zk_B!d8PRonL$5_&N!C(tx8YzcGrF#{hn33 zkRW}6;E`);x>5I3L3d~sG0noaYTU8N)5kXsLr^Q^$sh!!%#aKPo*^tE?#d)#-XU4k z#9<-^AS#$2lvCn%c#N)=D zMt-!*9^Qg}5XSjBiUK7h1w*G+Azt`3Xy6Ko!Io)j5EIOAkpgit39$%C35&A`vRoBV z6G3>1LtYr+CE@!7DCj(%l&}!I< zh@!-`sHZ@+5QeqsG$lODrUku3Nr^`3B~ifp>{`$>xCE%FFp8lxw(tuLz`mcIc86e5 zO~B$7v{RrL5Zny}ic;NY^+FJQSqo8&JV=CyA-EUlsY*NW1_)8`qss{Y`}n{&2(G#U z_$vJr=p_XI)J*|X)vB%qaiWs0A&p0kQlKOVp1+PLen)LVQ4kz%kOEP|ig8;|9oz!+ z)TILF+EFOj`vz!%RUATb!by|s5DPw-0YMDZOmh`B1CvY$_n4LKVuc$sAi1V}1E(h!o4kPL)mA|wkTZxHep zA=wDYK}aq_@(_}bkOG7hBBTf*#Rz$akoO2FK}ab=J|N^HLdp_5Tp%&Ph98@Zq?Qe$QHHvD0^w*(HkS`nzl+>`r%OU74Y)g$iVFd7g5Ufs% z2)YqXkTnDk9S9w~tI$&jHaq*b2?tz&8G=;dbvmR3d<@VK?8<<=AoIm0Wc;T=5jBDV zHTXGTY2YWU)zBR5&5R5feXbfoA}J`Mz`<81c;U{Gf#E!H0 z2tfo891LnvVQ{-s*6=9~JT-#;uMphMi&PQ}--03_c=-aT6id|J0Fw!TVmMl)8k&dq z1d*nKFii;rCkrD@N2uDPA=n3Ksc~j8iI6!2qeT&gBj>a+3f2}!6u)JvA!Z2PlmPE{ zU@Y~py%gvPH;he$u0wDi(9_^-6sjS02tFeRUZM29$n;4Fo&Y>`)zwv~2ZHs0ng+-6 zdJWQm;9NzdU;2zh=s5VKl@Q?~02c!UzgIzKRN;yp^caGKF}^#bR5*N%YG@LVFb4bT z%-H(y{jY6fM-FcqctRo!Q8SJDfmvQe0XOwO9*swoMOaYy$ohl;FCzHY5&JUSG zolp~)7M6(DkS~}pVMIX81P#I2B0xaQ1n@>;Nb`~C*H9z8C=SYjnKVJLpCn)p%;YJ2 zRvM{-n8`hO9pMkm1lZm;Swuk0Y zhBW!lPEJEG%_UHT`Q%go5{}V8SYR?%aHA$t@z7+5v;lu$GJz0W3WTHQ^8+LLYckD% z|7SARR}jUa$>0G0*JO_CA(f6yhWje0bYL>-*OB)_)(#F7ENlRTBb)hdh|~|isRiXh z@H-=C`ir3yAp9?e)L~hGG_V;sz|gzMzZe2Gpc4hE9%ASVVE#Gu|RM>2I=#X$q;R-%S`a{5 zbplWvA`JtyM@Zv^k?I-AO#taGuaVb2L>&z%p+4wpkuN_B^nZa_ngtXvVu0MZBo!^_1_bZE0j~jn zO4|af$PHmThy#L|vytYG;L;=TwX-)?ArhFFY!f;KNnu9i+Ieu_3Y(z&c!WhF%%?ig z$L8q6PQuQ>7f`~2z`qjz=PL=}+V@S65=vC+|LZY@#E!fqfU1z#k(U%kc;SB@Q%FqY zug4S;6aCL)ehe=xZGr%4Mo0@nS`qREA#Dh0M@R=kIuX)^kZy$ZAml4Tz9Hm0LVh5m z7a@HJ=|{)_gexo^gtD6<(F11-b|*r?TL6Q= zz@36^#Yw**fXYKt@c{n#(A~a*;H`imQ0vIuh6D|PSw1qA=fEHTH5Kt-r1_z#d%8kP<-fmXI=yL$O!mTkm3U)_=d25jX*c`->~Kp_6Y2DX-J(T zu;XPQibF4K26)goXbaLs!ReVmfsM|Wf28eZIRzrL6Q~h9?(mW@8+2c z4ZpnpjcGu=Ip%F$aN_mc@9qircwgIx#|YwwKJI+xi_hm8cv| zm|ALPCkb&gw>}%)*>wA~0`{A!PdP2=8BwRw=_x!^dq016trr`*M9$>2N-_$EkwvSy zn{DCgdR=^Eb}f{=FQN+_N}a^<^ExkfA%&fSM^Bl>Oyd27Ahbz|I^5`hYpRf|O7f9E zKbIiHZhXxNm0jD0M$_M&Saf(ON?FK01j*w)-;+P~yp?e)BImQhmA3PCzoQ$NH7X|DJVPB;4btEK6l3O~ zw^+Ka`-YF2>U5Z~W{ADAziW|kXbtUE?$DUPcNsQ#X#)k?rwcE3vumImIjrG1Wp%L| zCth5LAo!(tiJFM@_;eheQJoOkC6`B8pSoBw>3*>>a0e`W|9naIn7H4&Msju+L55>2 zk$$R7?2&$MfkYT4b`EBCo@pb_OV_(ztz3|NU8$tRqUZmR7Fu6md^fzaUUaXID=KQ? zbtT%lYO0Oq!QIout4pg&+h{il+=qC^hkwj4Y4^g*CcB#^X>bw>1UCyhhx8*}T8s^n zqNNqhM68vi2&Xr%DBM;ec2TH|lPgbPc&O8ykj_s%I9H*!J57TVV3Ie{rZ$ZtxO=AW zWR~uOMYC>s#o_wBHz!Fk5gM*2&+JT7y6Thx-wgq~l^1+he2w`#vkcJN*6z+bIVPeC zDf~es@oU(Hb=5!D@|Jjwf8|?-4n7mpt5W%PVRPv--;BqHzH{kADXR0k#uCOiTjNQX zb*M3!G$Gy7dVjE0y!EEr;S=MxoTc{D9NJ^o7tC5O%WKAp!hnCxMI1==aZw}vf;ROXd; z+Mg#oKX*2MZm#U4o$b59&-gB=n?^v|mArga-OHuF#ZkQS(NJ8+UgsD7zK}n8raO}< zrWFZprrRh~hf#N%-tpN!N6%%K$hyp3pDnK?mm&0ux}3M%J?6dbekYvI*3xcq@f%9| zB7Iy~?(Ercqu}sQjJMHmj{lziG`UHdD$0pG>@?_rWH`;SxPn zlk;8FAJ#Ox6G;J)lNKK{*cPpHYsH;phisDGEtpQ_FU8T-2G>;y*;7)?dsp4dZS?4P zc}-47CLvbg<*E>4s>F0z)cDzc+GtC=X4RMlV+OpqIxEd){EPj^A|Zd+Egb=^@{s^lVw=E9pLwSeMbRj&~|w}bAK&f_Z@rHC)sennP1V~nA6?_+3^nq zLpFsoU|Puz;<%TR_dKi3wlgIIR()>U4zb6qd-;?yB^btSf>&w^NeuvFlD2CUp?VFYm@#f6WlW^B|5evDy+p9+}tKbiJ$N99yTS?Ct9p zHF~ao2(-)goe<68;G~J$zcU{gYr%eE_#VGs*OY|dM$*}qE0^-gFHG!IObTgUP%D4# zophs+n$ym|?l|w7(h0O~%WDw@%Lk8A$%o}!J4jN@W`^EF`N&(@1+0xjswg z<$FreVbeFWV()4GguW58&bJk|$e#CmAniQESj4b+ZwokR7MQ*x?exW{%3$2oN*t#= z{?Ra7_OVDz=FZjePR97$I;*Z;wKT}K*yE9=G<}e0f`d5GV?TQIq&u22<+C97OsGl< zgSUaXsy8K7Y+mS4?{!A%7~3qt2rn`;w-o36hXv{)4K&L z)4kCrsfcK?%Z(0JIKC?zg90&3%oyV87KZQRSwdAUt39?!*?XIH+%f}`Zj5#(3D0|t~EclPnZuuOItg=1Si99NZ%am_KtacDb$n4JTpa$`2B7=a1f2WrE3L z>eA%Wq%Nc%y)9cGe|=WI^zAHFTBKP$)?=1wXn!v#Mrt>)K|QnEJiqJ<1IOjcZ+xRYPy{w z$BO!K`SGOY<8PPF_lK;Jt9Q5cd6e7ce@ozN+j*Zo!GhkAH{`#=Ym$_v# zSNe+Sk5_+s>O(iDtz{GvTg@FuR9A0d&8`bP99Lbv`@qmgz<uX{Gvb&fzWLhcfgNi3iYRe5DM{{YUgP z1!xnRf?+nmR}xD0?K(q?60vF=jPoPp&mDDJJ4rMp@>QEgZoE+S<7w`?08h%@|5BQ6i z`(Jr%UYMA9{a_U5?ERR3hosA;o?8FyIS;C)>`P{<%dvDDgU5}H;`ah3PAYT@e&zUu z%?thbLA>o2pWUL=82^rUb^z*CgW~VQo*;ccROvzeLpd@40sp$;tD) zLx*qJ2CMfIdWi#O>MwN3vEexB^m|UX(P}m!3dId zRyxz2QFJGWQQzPT<-%Ek`B^EIA<%hudd~kb{VeXCh=)3g_yn7z>OIH>fHZn=FH*Ade z41c$?@a!2cwFjdOcK#S#q*hK2&Dg%pD3Un=h|Q1c>#c>i!l)kP#Qn-kJt@RYs;5pr z#4Al*U-jBbZvil0zjYR7Jq!&~{loube@5;{7eQ)_>5pe9H=LQyW%K7LtJS9H&s`~l zJh9a1!M1{TQ^Q`hC2pJn4yZdEBO{e~cZ&Qa>`@YdYorD`+sBHF*P3`>>oegW928$& z@MR*=nB~yrY)P5oN}DI=j=C+iLS~11myk}oQ&^O9&I>BbIVa1?hf#bL-Qq2ycu<$T zhOo=sF0`e{zu?&Iq8zq_$TM2FybIZfMyYDly-ZMo% zFutvhM`GiyuaEh1bNh>&v%DD(e@jgc)5|DngI&|rhXG?e><_nDr0jSa4U|d7F5!Q3*@-MAx^0di#dS?*UEcI~8^+|d zCRuj}PHkmi{-S`^#Z#Rv8H}`EK&^E9rLPeDxi<=|X(2tddBTLv?^!V0& zIOh$iGv5@ANSzISd%AaE%rv zA3z7}WUy#>ew)n(7i^+7x=-Th zUowIjJ%gfzlleA50OT-2h7uOWRO7(uL^ue4fdH8>Mu~iY@_z!#CLr!Yy9&Zjhfy*E zx>e}kp~P4ERS<4DijvtfA_5X611A)=OsgRFa(E~~!Lka%Oovgjw?KUqC6i|Z?9rh_ z4?9xj@KBH;pk9;n;Q|3m?#J}zXif!4Epb(gc1+Z$zedb3{?6TCA-E4 z6o-M>ZovMHlGXAf13o&GFc3t9qbOO?fpByvQ7nWs`QIoRw(l*91a=I44V^?nWdh)E zS{OXxFjS^13aTH5%KXHTmWT1;263eLAXG*u3E01(vUfl@8XKP!V2?s&O@RLwDjShO z6o;WQ8QFuzhoQ2kazJqqDvLwG8S-Gt|AxwH6~X%-h03@=DD7{ktXmcE2ca@}P#x(B ziIw4_;47M7HjiRuYTBSzBvu9v(HVgH?*SaVzqAel%tL!1qX72QUxoP5T2B3Hq)!(2 zs4iaaQJPKkcJeiQ*`xYclXx(miS~KXsg@L8J$I75rNq&QbLaIU>C^*!0Z7zC{~D^mhqr@?&JV`c3v8Kg{p4reD4jGPb^w@qr@hO`&kW@7l5O z-h9a>4i?pDvKbA{x+mD4RHr{~22|rGY$RX#ywZNJ`RDG_{q_~iq|TN1eG}#SAI&0fph)@S7_4Nd9H9Dj)m-#(qjEquD5 z`kdzF`h>@eT#|glj>}@-JMq6A!gMI^fLIjAM_D-T04KHEwijKXLX_dWyUe9tJYVxN(~bvy7YYsQU5#OJZu_mS|z# z>RAH?tv71XsGwW6ZpOJRsLyszJ%st&6+9Exb5z>{wl`&L*UH8tLn@j}N$NSdlzh(# zPb!P+vD?hQoy)VE8)GUwOUrh%AWo<5c~3x!1^@#&Ioxbqo1x4)KvTg z6mFRb-%|CG-<>@r&-|Q#F9H1rllnB!QWw85{9hC+uZ`gnX zEwWe9KM}h5a8t%Hev!G6_i^)|frj~zTZRrH0*@~T_Y@5{O_=813_GjwOW&&Obw$Kz zm5J_KEhW1xA&qsIaC+O#fGg&)fvsU)$Z?wQ32IqJ_SE&V*>tJ)3SJdxOJ>_=v?+os zkO_RtGNd)>0#!SX`hu9Y3BXmZmn416X%~0r4lp64+giCiIZb)(9b{8bx12q zt*Utw;oN>=_K6Ke`;C%`q*TG$*vXU|p@Gz|mC|IsG^;S4J0tyQTix{;$s7ALi#w8q zgwKwRuH1xk?#*|W=`uGK)1o)J=i=~LPlyV65fXe3;r?N=BTM+S;R1E*ljBP1qz%TT zwVEHvXs_QtbD}V_{gfv0hcl1Qo+uQ2qLlMc@L7z!(p7U}KclH1{4a_VFYZ>%b`HMN zh(CjWNz5XUbz|CMM(b%6x5;DPh-XHQ)#0AoBkHRmBPW$k7mVUAhwN|UaiVY2?qs-3a( zBLD6pp?B6zLT{rvCFXB*N!3@w7b|d|9%@Ere#M@wm{9c7#>2eyWW8gRrd? z->p`%RlAg`pa&mpPObmm$ZeD7{5&-36uXh<)KMWf760@cgGL7bDSG-DVL>Cj^Gi-& zaNnX~J#eT)3HRnTLB#MED+r>Eir^Q3Z^~=}AFFG!3dy1*4o~CMxr8N;4&lJLu(0HR zhj7A@M`scswLw_&-yt0MqjCS6l{J#S2H{51*CA>;^t%k%VZNGqxZ#6rQkz=wS{4f(TOhJV?zGN0RE0b14mu|L`F4 zH+2OZ%8H2mhX)ane|QiP`TxfQE#1+nDM~~XW;H?1MUia|A2>DzE&gEwkq(Yc|DJuP zd;(ZH+{;W<1NHzF-ceV>C~;Q~F~JXDa*(VC(v`9Re~5`QV6K6l@&FUdAXBIw)cT7F z<_1J_gb76en!lJ(1DN^0nAmASdOX5}B>>JpOx$P(!VxA^Izb~q!)B_gb5y?{=b;GIe;`f!i4xBA|RNsgJ9ud zJ@qC8(31@WkXTB)iFg!E%1to62zvBTa5xpx?9G- zA{i zfT)h(;Nk@mH;&*?;*BJ69Kr!M^8v!q3bP6Le|UHZV04HFu)>^rf(Qs6QXx3g7io{+ z;VKGVc)A5X5(E!pFo{1>3&8`(LZl2tY8^R}W>EPb9uAU7j_|-00u+aMAPoiV0Umr{ z27nx@13Z8%)|v?Lh`)F!d5QFd-~p^I8UQedo}>XD06fJJ9{gfJrT>G6jaa1Fktg8+ zS;+tJaN-p*&LceR$0GuQ2k^ZuJpuIiA0E!Zwn;#HgomH-))5}G!8bY3fZ_lT>L@rH zV1yDAu>j%Ye6qHn9u(mQ@#mmhOEgM@g(Xpi%#`rp)cXHT5b6NFM;!&+0zNVv;OtDkpM z8Xq8)w7nN`lKfepjY7BTtWlM9Ik(jKSlO6PY?_vykhygdDd|_?(_-OFuZ*&#bE#(S zB7MIZ7&+Zz*@_EeQPxsZRV%(8rn2-};qPrPCU3ynZD8w(h55 zrZk;+cEDA)=(yUH2%<G9|8TBMIAUTvu+J*y?blsgX@*MEAqzdAMJm`+0ZXh#{-z z_1XnbN8J+Hi`4CC4}+*CMUGw!`l+hpyyj= z?Wt#>Afq~&F}@BPX}|@P4DH1rvwLn~fdl9KlrB1U&N2{x^2zB-W1LPa>$+og)$a-FjK=GrjX5FP%=qfOJ5hE7 z{8KmQ?Fr4CsAH0P<3`fHg}#|m0{5{sST;qa>1r(S7Rz#GDT{TqP2WGCDaxh9{&2rw z7)$0fQ)J3rqE+b2h~~FsZ*)(-U8|4Hax4hAMPb5U>b5KI{4&s>{?BBpK$YYSZhLaP zVis2>X)c#!&L}{G$qpIU^VwhQz31hztT2q;pO*kx5WAkqRPqU5F6STfR*4Y6RXpn7 z?U7S_N+S8hR@Lp<)@Igz_t&KzuK?#E=2h)i0wgbDQ};UOmeC56A>D@Kzrx3lpF;QS z-xiZGVc4JES+O5tEuGBXoMq;gO|0CV{b{|*BeB=XydM`LFH`O%R@>;G_omD#dYE-V-R{qUU z8qI+%N)s)=wHlx&)}iA3b;`k?z?Ht$1AqK^SVTq#U&r7n?+aX?Snn@$p2y~l<>3|A z+w(|C^qhY?*Kk(TZI(`o$l$3iEpa48HGz+<(3zsJbRq^GQ%I@@pHVmv`XpF7Be~_= zI(cki=Lyl%PIwq49rC*SLG+z?TAWPVn^Q!_geeP8iC?3mJE^^I*^{(cSDsXqU!AgK zo~yCS`IHypltnfl@Q39j_vnjY3c^XLhXqphVc}9wRLXYvZDl?;-58abFsT_0u^=M8 zLr=E4_;ZM4i%HI7YX!RqdAFFW%fC}nlGhH;SC!wNZRA=E^5VQc_W0w*?aSJP$49su zl&U1#&AWcPqhq)h{3<-(C;Xw;ws^EZOjz}5bbf!LW#{hV8EuzbaH7eWF0TT;C*Yy_ zQ8dinR>flM+eM}}qC8J&q<38L(kDd~mX$b><26Jrmwt4ry!!Eq+`?fhhc)Pn9jSYP zOOsu6S)o`1&1HhS$(iki=bp6=nZeYRRa=vqe+G$0i&N0nyNP=@iCwBOG5R}3wDQv~ zeciA6O(BgE&i6M=5(PDkT8DM)SVipK{JgT!LKVa6c)>u3C$Gne$B?6Eg_}z;%fQpY z<)Nxj>GP;#H6g_z<9}LumnvF*cdWMG$^Po)G4yJ5wcW|^N>cuvY!6IfI=x`g_D{l3 zylNOx|1C{Pv_QUa(D*qkrqDfI6%V=;{nbzkpL?_P68OO{k_D~IP8Q6dced(>CmK{@ z(H>s{3WOa`J^TKNk6+@1Pf3NOkGwgA+qMbE&1@}BI2jJMQ{4=*9POQRJyWM9_GI|1 z8sR4&8C=<;V%a2f;&O@J#pxYup%yk&NT}~BtAc7KGy1bX*=VnQlaeAABX5~-s(Q;N zk;>)u?abn@D_`wuBf-<+RTP40RyXZkntrv-}kW7(Fx!kCfv z$p#v(kU!myrr&1*oIRJ8#~DKF?(Cixd9&wIb@OHd+Cu!*Nwu)I31wJ{GZQ1>xtF4@>yt1HA{mqhex+9m@uC#->Lq_HMX&tntihq;ZSB2TD zGvU3%g=XEFTgN5DKB{$VtQv-Ne=p{{&AFN%^HEH{Uj?IKp4pP?nh$TxziGB!Ge{TP z)ep4H+(K(TZSLI}zZ((j!Sl*>|CR=W(UKO%-kVY0>cZ^gy~^w#u;p^r`vrk5Em_Mi zyKmL6J?clV->ve@JU_>zXcFzu73y2~OX=r_WN6DsVK?w|L?yjS!;f}; z0St}Pd^yUHjBx8nwFF(t zSh8YzN71fgc;@A!G8gWSn0_NpFt}^%_jc{xsjtT^+PNE?hX-a*xe0FZPjfKQEv{}i z?{v0n@7$gE9A+~AE&3@@h-d|-X6$~tp#Ob}KK{r3x1Gx895A~Q7Vf=!KTh|_h%2jg zoT2FW{KAIfU2Rf1-W?YrtICtgwjmGg#LGIrm)uEuhb~z)F`KfjtTH-}cA*;sO!p!Y}n_X(nj#lsoW*$Edg`Ur&+VPa2gnuelJ}SAUV>IR|Vw zuNS3r%7Y^oZ&K{M!Lyr%&Quf66CE#%1oBd~M7@2UedEoBeEoyK{NHhUN`XSY*ZSif zb4NtK-0b~{W?pElyC-+oL4ZnJQ<`tS&WR%Dq3Vyd{xI42&MAsL#>}*n9ObSbh>Jo_ zHj`+%FEMO8M41lkmnjv61pOwt=)Tmk&lhD{ar6EIYnnw~hQPU>6LVZ@?n`tH#4k<1 zF}|4lsUID#>As{45h?B!{ZrlE6ptqs}A z7wCIAD2lW=tuYlU?oIx4FVFXmmp1YbH|D9iixp)@nyx>eTb60!$6@D|DT-RIH1aF3 zmhbo<33-C7%ETiNTBYl8AP*Wx_2`fV zjTd#XKCAVNoTh$W>*6~d_^j3iJAJIqveI?sG+EI3A#P_QryGOv&QmjqdEu%I(&>xz zfUhj^m2_RbWx{#J^y7DN@*s5H(8=?4$=MH;2@q|BHba>wmo*E}Qg=P8RbvqUSwI%F z9the5_Y2*YTW~J-aYC_@|)+`ef!pfSB?1#tiGYZ=UX@;{5kH|0kU6rE-rv z`0V+LcrQ2RNwSvT`tJb>MZDrg+2}*qedqGf3TqLf_-x`5sNklcJ>&C-Ps$J-W$&UD zru9+Iv5D2|17YddyEAbCo9k?6VA-wNaC(zIk}4nPl8pxJrcZ)m+1jwZ8K&uTp45|B zXkQPz)+_8a0H3?Ghqnnmi z%!u*SnP0QJ@#Z1==UTE|<@t%GbdsGbCGTU_Ebr#iJ1@Vyu(^Krv7>)sjI++#snxgZ zcawDapDc@wch$mr{4$mz&FMiEuW#C~`4=%i{GOJigx2`@uKxVE=)yY= ztKnF4-I8CIv2lD8Ml-J-^xcqq&=&aC=1a>$e2>)xZ?oNiDFr&4&SRkQ*KXslt3~1J zObsNg;k7|88%EDWHY|BAOEwL%hA*xOF+6px6n>!Ho8$X2K}bN|t*&fZkMRvoU-42N zjxHj6{u!~!$i45bfj@MlRc0*PysXt{s+&g}!z868Y+kH43D#DtJLrqG93Rva_(DOmE0(KX$N4W~v zfhNEorYc|`Gz0$d`Xu%b;18-FB`RQFw1R?zJO%9WHZZco%RJbmcGN*o_!5@615`M; zIf*^f35Ix>qkv8B0{mf$0(KYS4>J_7d);7YNa*$OcJXNl%lH*_aEnI(!X|t}9cCtA z+rFa?6BDrHy`aHCUINyj4-_J43D`Zr9c3k8AN3y&MFUGSfI14~VEU4x z_R=(%eQ=iZ3&LKX1y5Y09yktRS>{032X~LL_4A+^a>WN*u?VVyTRoX5Y~ODb1(K-H z17X$wfC)dm(}V3$9ZjK_y z89#+kzRVy@sU(hvqQosGLnuowa8c|~yxjz$QpJ(D*MVHgghE|oganVYfs80r4+}>5 zKIq3@9))^ngsIt^BFC-9qEM#{;Vw!$h&-QU0fpkh6O%gX0>?>H6V!Tk_HM{ zJbYC1Y4`!SK~9dNCB{eb)4)$f>>vs_f(sw@9(RTVALWFCPXG-$E*unb;6*|El(`YG72sR)hKcFA_w}F3-|z=j6f*FeHX_^ zsi5FJ0eln%j!z07bq)_c1vC^eA{67O9Z(pO2gAA| z3yN?^(Etke2h}KGVjXeAHyQ9;h*FMq*(BG zrxTTuA$mFq5dr}{=PN>F! z@7td1^&ic-oe|)I5_6fy1o7>UyIbvDaV!27w_-g z`g*-j?2Yi-F7ZB1u_67pSEc9rg5 zeWH~S){Wvd7S7u1*UjJ0}Tl?2&(CB zu>IhPZ`?Q~m;6iYY5q%{spEamQapNeD!6J*QHDC_G_$nocv4?2T-w$j6822deA6Qs zc&YoHL1e6E>zR9TFE4h#E7caxO(o*1F^#`dVVPnl5$vvx)_UZbmh+Q%BQV2Q1)IjN zQ(T>*)op*yT^Exfm1}Ed)+uU(hsPbSrhTi65l`?tk;3KA`l2KBr(OhAaPDQP{mB|V zyYflKr{=}Ap@zWn9@450>T|mCWVl=DPrK^$x4uGxq9R813CUrXBBYfdnlFTr&+VQ) z;s$@CdDC+8rmC&Jcd1AtyELdpvVDj}YnI2?;kgf$HFtTPW2Wi#I~FELmwe zldWm5T$9JEug1&WlyFHY^#B)!Q|GvftlIx2f~SOcfZLNR`Rfb|>9Qs_h9AlHFf6V&}8Cvz)Kb zTQPq^E8&MdQ^P8n+2EKSDl%DjtVp|mIJAe_it%`#q@}mL_wv=yShjt0$vey2w)SF*R3$6Chc z#vZIXf9&2`*jQ}p-1zF}cjd)iYN*|?ci;A<6ISNMXL}oZ`$%G5T;kQdMs&+>c-Y}s7#BmR1kcr%6;jwBKr2j;#*QVOD%(?Q!Ke( zwaZFm^Uhwme+OQb6VrPAf{xoofsQUy@y8tr@jW3s%K=w7kcfEKmAR%Z6|vD^wZbRR4o%f{UG{9oDYQ!{mD>hyGfx_dsMz^q)H;}&99^{-OV zV8b97oAjjf9UWgc^F!ZXNRNz{tuFmbxm7lP_!N5OOB7Czh5%BqCiQnJk;K2JJvjU+ zf0k84;<$I^j;^EY82vTVsU2{9aM_YwTkl-;al5Li3-(1W^^1;2k7Awo4`N3q4k$ic z3tL-VGtn?A(i8m~0QhY^^YZyZHMtwBm~Pz`=!$#wqx>_YW&-65Mkqxnt4)}<8q+4L z%cC-JM57Hxa{LFieY_MHm@A#a1-mW(4uWwtRK_Tk$?a`*;fZ2-X*agbHhc_z8vgI9 z2Pz^VE1hvnFpEce6_!A?fwexl?!P^LL8_uBQ3`m1aRy(U{w%1-p?eZPV%} z4{_eEicDCS{Qx@)V&x?CZ}?`bUiva2MWNbiTow_N5Ty>*#t7OzVC!|WQ0hy6TnxHz zQS#M=M5eR@Z#W32@g2RKm>w%*3R6a~alv_d*QI!6ae&@`6*ON!^Z8iKxpit;YLjYv zFkKn3-ey}}|ETofU35gIXE=Out=NBWCK>I$rso@nY#iIrXS4)m{&~&NG@>;^pnzYR z0oqgSkzo9#Ib=0f`ssCCH$B%;)!QK}8{tQeQFbpSUtH$pcN7W;a^=%|)w~o~dx?cD z{2A}sY!&!8p)krI^8>P))k&-3BT)=%Ud4rVbEyo=4|=|D`ur{WWd>x}c>^a?e?*u; z)+{?x9ww~9`sQ6Xqd#F6akdq~;jBIpjkegqyo=OnAbqQne+IM+w%LxEN}n zjeDA*P)R{?)sIiIGV4-_9fPvXz>1^Qh>f zGE*D?E?mYtvZ{~MouXwNC`|iAw2y$48Wa>e&w1Tao0(`?4PHpu2Kp&2n#)lD5zkT% zYh7!1Hcj8r1#L!noH)ZsPvPw{^M}v=8YJ>Hr-)fl~&=RWPN3&&8 zyZH~YWX-T9V#Ml)zU}1`GD~!Pg+F?cxKafe^Bks7i&h9WEpqBUGKU4S+`jXq*zeb@ zbTn7{#Z&i|;`f@&UII?u*A#H^k5g@t==Y*3_VjK~&exL~$0?ad;*IFr*LB-pr#VRA zJnNg|Ni%byS3+m@^i~xwl;jlsQn^t1h6t5 z>zt8myXZ-o*3ud@`hAt0CP!IS@+Oxn#LziXv4>W}c0jGq%P@%BZH;vwQCm?YF3RiM5W)1YkqH%lN;uvVR7AK}dNg>;}og@qhy z7$oqKG0nB;Gvuj4Rka`TPns#71@NigM^pa8#~OKKa&CjAk#Cw~@)jr8G}@1y5lN26;(;$x*;;>ClBSbkw~xyL?GyDpVfL&Cuec^p?Q#RTdfOVrt*>bsE4==OFI%LP*%E>K!Jc_i zRF^ep(HR{4UVfaBlZRNI`uWqS8u@ZRxc}P;1#!`wz0qIU6B4UFIF{usf~sd)2Izqj zEc^M_mV*5py7GprCc%S;DilEO2Oj1Zf-)S89EnHZ*AZLm!=V$%{9cxNqR(mZf8*V4 zmiuXTwD;y9U!=G*_^Qqz)9a2zJr;z5Gh`ZUt?Y4;xL~@BZU|j-#aW2u-)G!?e^TC` zoV}_cYuQFz;z?FtI`<^8TNs`5_w;;4h=o9dtFC|IR8eZG|31+T1UCRa!fz+0I zZ@9|~En~H;{C0mteESn1r=x1muJB02u2)wzh$fCV;$8Ffx9P7QnHjseIZ}`74}VPO z5m(|2Ak2b^3yl{eO0W)(pMEo|4df3Qy#0LC5Kg2XSd1ofd?t1x;+}u%#LQ`2xGn={ ztTh1@Aa*54>$F|dBbV^WRIs}5*vJwx&Ow+K7O&!bFP2~g(g!v2@K#4h?z6I=o$*6 zs@L7{=^a+R88biv7pU;}#cuU0_71LnpQWiwjoD>rjY1OAJ%5YW(t;9H(PgCmP?5RG z+A@hP1p|(EZtc5!EX-hnR1dp18>=b}{)M&}F$6q6n*Snj@ct}oVPG>pMue&==1wfp zS4>?PV?@bdzx<=s+o9LC$*X}r4kN8~k#tsFf9~9m>!I|JQQ{>)5EBY%29w9t9X;9*uRr?RPz^Fe&4W)k5@#Am&{fvT84ALHr8)PIUBPZHPbTYPjTyk~VIOz19 zsNf)CQ?_;hWhxR&RFn}pvOUnb*6aWkyF-oC2Ar28AKmc~ zr@L2DJsz0$RD(_e)Atk5U5C^5zS?bIaN|(rhxvXNx^{Bc@%Z*w=kSmkSLpPS5P?f9 z)H(GF=&$WKy^zDSd*?8=f^S<9)FLBdXAJVjT%t)B%OUb1g89i4Y;bn=^?H-+;BIp5 za25C>NIU%#C@_FopYi>Pf3q>tup(`o*#2?nNy}t7*NRys{8xCOZqw zaxDR7YB#u8(@)OT6q!RZmVL38sM#$8A4p0# zZ^H5~gU6#XeX+S?vr=P)|G-n*M!N3T`@l-9<#~wfC@n$t$d>my6;*p~o<(ZR9fH+p zhWv#7TE;T5aPYX5B6{OiFB2N=2@7u$OP{DkvfE6quX}5bj>;TsjF(p07*;hquFQ6` z@)Bm?kz+-asBx2DT<=k>_`3%fe*I{9d>TWZnM~}>Hfq%^9QSExz*bB@%<>DF6M)lq z40p8ll#qB;K0@!Z=L|xU<(AT}-SC8Yd0ku_9FBGfw?{jaz)~A_f@a8qX9WkY4a)Yd zSetLx&l8E3BzrPe$;_Ux7Nw+$5IZ?)RLY&aK9YluB9(*Ck*w|+ZC+9aUf?e?cE}Qs zSYHbp1%++oa<6@NXX8WH8a$sBSWn8BZjVL(H1PC6PywklZNmAhFFU~Dqmg>aeSlH; zh%?h8D0sc%4!m5Y-)t~rC?VC-j*=5;PKi~x-nDL`paUdGD4ZNONwN=`E9?Vm6-4#+ zu!$taz8+(n3!9geNt3eorV?k*O9e(U{I;a}eG&BZvceY%EPr0xvVH?t3^q7N(oE09 zp8YcyqZ(yB&Y0nCkiXvpZ~o6$kYA$wAtOkefTRfEi<)gpCpqw#fYZ0R-7_*T8OJT+71LA;UOZfPAUs%rN6uUv zbw{y`U&=?6*4)%XKMHkTnHZ%RdM6tyk}U-?+lbB&e3lUT1zfXxjZb&OBW;v|8-z$t ziDW&AmO(vV$HxE>8vaxro94vlZ_&e~3A@`0t8`#-%Y9NYdRQ!-`%>Ss?exNvq43$!gtyjhrXl-)!?BKKlqNsJpf_3$&GWde&(4EJ5oWwoxtf_2b^ zI7vZQcjkgnK6u`u*C|rXD|h=~Vg0LT^34xe8%VE^{d7_cA8+*BYJB)Wpqy0HQ{c3& z#S3jKr#|;KW-dLi{%@;n%)GKXTfG%Y;>iKPR1S*}kMX3mU#Rk%bKI+&O)s#QnPx05 zT;2=E#pIn`KgEji?TB(mR)b?MDu-=J(&U+A1=UV4w7tbycg7}=hdha2&qa(*!P99>^Gimdn4r$Cy^F;>vvUA29tfD6#Y7C`slIx2I2@10Z1|TwV<; zPZ&MFAV?UOSBKu<4gJHffFEYn9UQ*=XZF7;uW@@6JrGyJdO>xZE#@Y$`%rOBk(^^Hus#n z_sb7!egEbaK0ot&j`Qp}PGDeE;2)c<*1$!t`kn|((#OQx{#o=KU!Onk?k%IATusi2Km5Pt^* z1#fQq-8#Mfo~g3sqp=Zt z1`zt9;3v96-UZ^g* z=8MI>KJ-_HQ!OUaAGSj!gry`-0=&&j#ZGg*O-sDdPM3-{ zmw)vy zkQ7q&o$D%+x+I}GsF=B&*jn6Xg2Z{~9psD%lKnF+udSA)FgL9M{xd?-p{&bDl9uE-*Xo^Aq`apvpohVkLo3O|l ziQYX>%hd04NH`zYW(A>qn9+BvsDP8h_pzw%lZO(c0gcx6HSbJhBBF34dQ>2Klmjy5 zqGshXq>zpplmrHK+M+7Q<|-u_mzYS^n30~lQQijd`o(>2&I{N0yj5}Eh3mRY?9Bei zFLZizyCd}yt-8M245c#t*7*~mW9`uKTIlXwecPqJuK|6#m-gLJVOcUKux@aBl5q1q z@3y3Q^h(^|PO8`1A?h@(Go8D2a~)c@q9<|7%Faiv4vYqM?-VNpnTQEeKr{90ORyIb}Z>lcHAX0_l&T0`EGmNHnhbw59JYUVG`v~ zTT!M|>((P09I=Fryqx_|PBSvu|9pgs>DV3NKWd(>PJU1fr8!9FxsDs~oj93pC83Su z`gt+(9+;3_F)?%xJXks^QiojWK(syZBIlX=O53|gj!{hYj=yx*bid;2Bzsn*orR}m z{|&O_fUL}>qS7cK4)C8gA^R%&S%iZ z;eso%-i_Ez1Hs^!U^+ckI#-k#rCGPi5og9kI+btA(9Gyyq5$sq!L217t5G2Vk?*-c zN_m&VEz1&INqZe}u02T9+aD=F7%XYWUP_7B!9$Vf@f0Kr+@M52vaC;0m4eC6Ii#V@ zjMH(c`q>xkBubD0T<}LDYs9cWdeA-9*@biBXmzq6&GtJbftWdh+aJw}p$O^01-ISc zYS_PuBeH*k(w2f;<+2xIp{_^@{sMEj;DL`IR9%*sM=5(DHfpyy)j2iG(9@5-kpMBK zs9{eY2iVynUTL#2Y!hqP)5VQ?O~i>lMO_0zsG+QzTON&r&zRFQmWXtJ^wyyggp&=* z-xnu}jWT$l2oYtIJojhce2Svu0i$@di>ykO3(~0K`lgbdr?Xlt(%3fvOjN&>#t0GO zPz;8^l$yP5RBF=8&Ld=1g7dMF-(NQ_1fWUVlbs{8yhTRhy!5jzXjYZrI;s(b{HR6k zqRW;+MYxKp8(ESwbT9bU=@H>?Dc!&TC!7@5Wj^W%Mn|TIt}$V(zExrBND{}_%3Y>u zVH%Dc%H7+-7?!JCY2leDpQlgAfs&42SI_k+dWFOKux6f9nV8x7KTGP!r<0NJ451S z;;X_+z{QDnq!07gbMh5aLw^OQS3G^Bzg`SvcKSYj!j;MUAlopaID<1gfu~Pi zW%54A(*Kg2ndk?7DwFTq!;Ui14>Bi{$nPOX42;&l8&E+dF%97%912p>%-8Vikex22EH&Sib#Sg2Enf0nWrRt#Hpq) z1iLqq!npY`4NN%|d!~|twr8;BO+|+~&SoA56i%#T*9pbnRGo>(sGP>De5PZZH8S_r z0c7_A^(e$jwWY6oa5B0uNQMTEz;4@T~f%`eVN?J@ROGgClAGMCi@Er$KekQ7L+9HXm3O*6pT}iQCMT z<6vWgBg=(u`6+_cBr&nEGuuweAig++A6$kUsZG8kD(5~$yaGaU9R(sftAz>s)}E&Q zh^?Yv#kOqLZ!SRD)RjVg!`&JYm4mYT_VJaI_AZyF)_&;Ixk!$sqi-!HEIa23OEY-& zNP{*x(IJ$OT04qg6B_3*xoB~D_8M-M`?t7}3e`N}iE8{TRPSARwu*2-F6v+UA{sYW zjyKMgyNjiU0h)Owsub-MKV-m_S@3Xlt)qqN@r|5B+i zH}C6!BXLd%4PH&}3ZvCf>(|CwTcEKV!eWS%3 z8$SpJsAf3K7Q{F|)GzqIRKQ`=PMh$I-n^j(o6)RHTyyhY;9|qlcY6L91Z?@tCQF`9 z9V(_T9;Ovf&o_Z0WcEN6`rBcJZNkSo*c0@{1p2M@*QqPrO1k!LT6*7 zfxDCv9jvUNeF_A|n5YFK6OxSiS_Q?5US0SXzp3r$&$8$eDhPtlTO2ebH`{I4r^4rH z>B8!=&%uj=zA`|;Nz8sl!YtiDS8ELrL`}xpR~d_hCg6!8;9YMp}pAH=``seJf<1uIs-*kop?(Hq{Q@_gf4<77tDrv+pZlA?> zv)Zm|R>oaUFOHhfszOFiY%i7?iz-XTQcN$Nnio}i&t}S=+G;-$X&=?{kn@)4COqivWHSLrV;4Hv~H zET$TYT^2LcvDKIbpA>Ar7mLi-cDi%gi@z(_&frkik^eb=!!l10_3By8?R$O@)Xng< zC{4WH(!fYF%xH& z?|}e#u+zGGl|iLHn^HVfmJQUCJ2m(w4JeaIT6LoI2xWD?`OWAY<5~FY!U2MkfShVU zjMn7-4aGVWj@&Aata0GY4Suie|A4(7^W8bQMyKV53~uc&7VNSEMeFw1I0&}JMp#J= zU%Cw03df{8u_c*+URFSAxEs3hZ6g61u2Lr7atI5Fs444E*GN)0WCqivnsdX%*RcVs zNl1ZG;x*On>r}RU=4XTEtF1M~y&W-mBC}#DEYQ~mVk{bDS^B^7P_QDkMkZH0j(z65 zBBoo{Ss6w1%7Z$oVisT&-Na|aKW9~Bjf@;1n84-s4dNw- zHs(Cr-O$s+U_;oq-pd#%NKKJC;hh>G%AKGxit&B_r7Wizv)MRGH@ug5?LLa+QoDyz zT)u#9lUbv0Kr6n09Jks)6|_&H0m5p=2LC)yO8LJXy?{>VGeZ}1$-PJnM|#4p*VJL} z9oY!GSA?G^RmiLWTgx{t0+})!2XV(I2CqA}=zcj?8Ggw%EW6~Xk-nwS^W@o~4dc>z z_nLEJFgl(XF7HDLu?!Y#Ocy(R;&Er_(FvfwhpSzN7{)R4`WhRnbMfBl8c!J*j|l0N zJ25)<5TQ$0oWo#PrU{uW%R;^tYs%xu)FEewz9vTn`?; zx5#+j!hOyogA#M5TC$XEKXHT6JG0W-hNc9(cDJ#Jl(t5#6me-iVeE_R=og2f9~h>i zN#3L6!ug^t>4aJ#gnd}x^L-E)k53oxL&in#gkndC@Ux#z&U~`A#bb)qr#dd{FVjMi zjv^x+$-)4h}TbSSWwh@Fnu#cD$7rF>itJ*@+&% zwVoWuxSGs&$Cs%$-ZnxgZc8mF<-2DFTQ`pPv!ZcyAUW67buS~)+v1!3Ym^KMDz;Iq z;GBfTzJEkaSvC4sSr&og!9`>3FY4s!#tcS=5euAo!UyJb^iVxs z7%Z?L#j?p8mz300%B?5E(h*B36WtxHtyT1)#sb}q4H<1Tb^3S;@O}+#j2KRUG19$} z1>AbSa%Ux^r2JQCv9?@^b?@a(qSzsA8!9)0pK8Y6fOF^8|Jul1mv_S3-S&cVg5s-f z-qqI3=V70|-m(}oa04AxW%Kon^l(dGDEN#vHOJ#re#tex&np3ePX?{7XDFw~N=iGJ=`FesL+waoS{g zl$5D4&R#?*{z+-)Qag9hLuSIpEoK!<&-wRfbYa}%=7`)H7}2b}nX(>-j#W9>QjfCW z*eW#`W+09k2Qz2fw1P5;deeg-HMuVgrsSUS?v^E2aLF?2>Q(eM)>PcsWdIvBH8)Ez zpky#?P1DlE`X}F+K41@M?2yrAc5?Gg2lfGQm9wdd5K-HyT$9npX=uIw5G_0Khb z8>8aZ;VmuscVEIY6mzGoWg?6VH`BNDeHWVKoP87*9rOPdB?~kav$ioLo8+d(uWV`i zjtMgJH5sX>kI~#zq#L3vP~1&;?#J8Q?TA)S!LY>=%d;(sE7J$-vbA6Qagc6{_po0k zd~-}Rc%WGzQktk-+7l4VDGb{(5m%Cq+=_^xovf8Pp`E+AAor_AE@0RcR%gy$n1S9Y z<4B0Bna=_L6D0e$x3ZW=B>$f?{C|$H1kayYfhWH!kZi;TrItf8BIO>YyROrHf}hi0 z%@-|(*r^}>wpXV#OO4;8D5se(0jt=i0=<(ngu?;V>6D44&HSpDk^56AObx-MdtLmi_iAZMkbvZ{`l$mhNttB#O-k<39yj_ z`$es@EN}QhGG(#uf1+BGKZkNE#pfQ%#Y$5`WlCc{M)T?_ZuRAH33F3d`}NzDk~Z_7 zgG%g5wabTfzhB+e?}KfoEgIrzPUmfEomF$??JO6j>mi2Bvb835+7KMUh?m^@ z*&$*Y5sI?nE|U>sMaH7a=bHOZY4qF+?;7r|&y{vbKUL`$r3-XS2y{MG{9Tar@@D@- z{YKLNb{%FYk$f}(mh(+N!MT%0Ii#P`@5EcQ-1Qz?1LE55aL+>f`h)W(&ie79W_iw= zCU8pjPQ|4{g%LyL^jxKV>zUh*{U2Zb1(^j#*VMX{@@Bc+nWkY+=dyWp-rs`4hNgY} z%jx|;!W!Ju-w`v<9=Z-K%n02&4fjGlD8%BYC5unr-fGOT76YD`)`dBDufp+9M|Y+tCC|Tk z8=Kj-mcuLWn9Egmpi@Zu+tRuHGC=7%_O#L_uN=^@Dvq?4&AGEHU))_v4wJX=`R>-e z!wDXpYA-x12B09L+h9+T()*9+YPYQ9z<|oBwCcSFc5&lZKT55g_CJ61@ALWh&i+u2 zbJD=(%qg)(`%j^XNh$C4BE+j$&v5Sq?Xw^SLT8p+*(Zu`1Zt!Ho0G_K?q ziN9@(o5aTeu>wNKcP7BcWz-(b_RKMblbn52*(-u6hWVcK9kUrwW z4_?Ee4$1W=YrFXdvG{)h32QIYDAVjtKcCK#UhOZ&i>umvJuC_Nm{~Cfs&@}RAUxDB z#|2vItxX)#EuJ0*@mb%T*iRTPFXXvKH-0GPcSv=^Z`rp~6AfNe4v$(K_7psKWA|FL z4}Y|nao=y?O8)g4Yv8siv2`Ad@NnJZV5)a0F8Y*$$;JxB|x$1VQ&O#dv!$5IH4o{XtUbPDk-0qCe}+!q zMK$vdAcVbD?^vk@*S)&euQU6JuKI~8W9evOG9BYbmHT(3FMBf4gY77tLxe*G5Ve%h ze<(OecNb;37*`0Os(_xN-?!TRKzQ-ih>?|fA+lYagCmR3#Jq@?& zbiF^+a9Q}mX?xl{5;y-81%5yy=d-+*m(u;*q-M_)A&hMImx1h!ja@5oZUuiC*v>=# zgN%9~+iM(9#I-}L5I}mFqakwhKiKHz{bxja0NQ&xt~LN21S}\Theta$, while the left-sided part corresponds to time $T_0=T-T_1$ where $c(t)\leq\Theta$. The semi-definite integral over the right-sided part of $\pc$ -represents the ratio of time $T_1$ to total time $T$ because the indefinite -integral of a probability density is normalized to 1. The lowpass filtering of -$b(t)$ can be approximated as temporal averaging over a suitable time interval -$\tlp>\frac{1}{\fc}$ in order to express $f(t)$ as a similar temporal ratio +represents the ratio of $T_1$ relative to $T$ because the indefinite integral +of a probability density is normalized to 1. The lowpass filtering of $b(t)$ +can be approximated as temporal averaging over a suitable averaging interval +$\tlp>\frac{1}{\fc}$. This allows us to express $f(t)$ as the ratio of time +$T_1$ where $b(t)=1$ relative to $\tlp$: \begin{equation} f(t)\,\approx\,\frac{1}{\tlp} \int_{t}^{t\,+\,\tlp} b(\tau)\,d\tau\,=\,\frac{T_1}{\tlp}, \qquad b(t)\,\in\,\{0,\,1\} \label{eq:feat_avg} \end{equation} -of time $T_1$ during which $b(t)$ is 1 within the averaging interval $\tlp$. Therefore, the value of $f(t)$ at every time point $t$ approximately signifies -the cumulative probability that $c(t)$ exceeds $\Theta$ during the -corresponding averaging interval $\tlp$: +the cumulative probability that $c(t)$ exceeds $\Theta$ within the +corresponding $\tlp$: \begin{equation} f(t)\,\approx\,\int_{\Theta}^{+\infty} \pclp\,dc\,=\,P(c\,>\,\Theta,\,\tlp) \label{eq:feat_prop} \end{equation} In a sense, $f(t)$ can be interpreted as some sort of duty cycle of $c(t)$ with respect to $\Theta$. For example, a feature value of $f(t)=0.4$ means that -$c(t)$ exceeds $\Theta$ for approximately 40\,\% of the time within $\tlp$ -around $t$. In the most extreme cases, $\Theta$ lays either above the maximum -of $c(t)$ or below the minimum of $c(t)$, which results in a minimum or maximum -possible feature value of $f(t)=0$~(Fig.\,\ref{fig:thresh-lp_single}d, left -column) or $f(t)=1$, respectively. +$c(t)$ exceeds $\Theta$ for approximately 40\,\% of the time within $\tlp$. In +the most extreme cases, $\Theta$ lays either above the maximum of $c(t)$ or +below the minimum of $c(t)$, which results in a minimum or maximum possible +feature value of $f(t)=0$~(Fig.\,\ref{fig:thresh-lp_single}d, left column) or +$f(t)=1$, respectively. Furthermore, if $c(t)$ is stationary --- so that its +statistics do not change substantially over time --- and if $\tlp$ is much +longer than the relevant time scales of $c(t)$, then $\pclp$ is largely +independent of $t$. In this case, $f(t)$ is approximately constant across +$t$~(Fig.\,\ref{fig:stages_feat}c). Importantly, $f(t)$ neither retains information about the timing of individual threshold crossings nor the precise values of $c(t)$ apart from their relation to $\Theta$. Different $\sca$ can hence result in similar feature values by producing similar $T_1$ segments. The most reliable way of exploiting this -invariant porperty of $f(t)$ is to set $\Theta$ to a value near 0, because +invariant property of $f(t)$ is to set $\Theta$ to a value near 0, because these values are least affected by different scales of $c(t)$. For sufficiently large $\sca$, $f(t)$ then approaches the same constant $\mu_f$ in both the noiseless and the noisy case~(Fig.\,\ref{fig:thresh-lp_single}e, saturation @@ -1571,35 +1575,108 @@ subject to decades of study will likely not be suitable for this approach yet. \subsection{Repetitive song patterns as design principle for robust features} \label{sec:constant_feat} -% Recap of feature theory and relevant variables: +% Theoretical constraints for constant features: +The feature set is the final song representation along the model pathway and +constitutes the basis for song recognition. The songs of different species are +represented by specific combinations of feature values, which should be as +constant as possible for the duration of a song to fasciliate recognition. The +fundamental requirement for a constant feature $f_i(t)$ is that the time where +kernel response $c_i(t)$ exceeds the threshold value $\thr$ within averaging +interval $\tlp$ is the same for all time points $t$. This is fulfilled if +$c_i(t)$ is stationary within a certain time window and $\tlp$ is much longer +than the relevant time scales of $c_i(t)$, so that the distribution $\pci$ of +$c_i(t)$ and hence the value of $f_i(t)$ remain stable across $t$. + +% Practical cases that allow for approximately constant features: +There are two very different practical cases in which $c_i(t)$ could fulfill +the stationarity requirement. First, $c_i(t)$ is + +can be assumed to be +stationary: Either $c_i(t)$ is entirely unstructured on most time scales, or +$c_i(t)$ is periodic. + + +First, $c_i(t)$ is entirely unstructured on most time scales, which + + + +The structure of noise-evoked $c_i(t)$ is largely random with an +approximately normal $\pci$ with constant mean and variance across $t$. + +Either the structure of $c_i(t)$ is largely random, or + +Noise-evoked $c_i(t)$ are + +Noise-evoked $c_i(t)$ are largely unstructured and follow a roughly +normal $\pci$ with constant mean and variance across $t$. In contrast, +song-evoked $c_i(t)$ are highly + +Noise-evoked $c_i(t)$ fulfill the stationary requirement because their $\pci$ +is approximately a normal distribution with constant mean and variance across +$t$. + +Each feature $f_i(t)$ approximately +quantifies the proportion of time where the respective kernel response $c_i(t)$ +exceeds the threshold value $\thr$ within the averaging interval $\tlp$. The +songs of different species are represented by specific combinations of feature +values, which should preferably be as constant as possible during a song to +fasciliate recognition. The fundamental requirement for constant $f_i(t)$ is +that the time where $c_i(t)>\thr$ within $\tlp$ is the same for all $t$, which +is fulfilled if the distribution $\pci$ of + + +The +value of $f_i(t)$ is hence determined by $\thr$ with respect to the +distribution $\pci$ of $c_i(t)$. + + +$c_i(t)>\thr$. + The feature set is the final song representation along the model pathway and constitutes the basis for song recognition. Each feature $f_i(t)$ results from the thresholding of the respective kernel response $c_i(t)$ by $\nl$ and the subsequent temporal averaging of binary response $b_i(t)$ by a lowpass filter -with extremely low cutoff frequency $\fc$. At a given time point $t$, $f_i(t)$ -approximately quantifies the proportion of time during which $c_i(t)$ exceeds -the threshold value $\thr$ within the averaging interval $\tlp$ specified by -$\fc$. The value of $f_i(t)$ is hence determined by $\thr$ with respect to the -distribution $\pci$ of $c_i(t)$ and is restricted to the interval $[0,1]$. +with cutoff frequency $\fc$, which specifies the averaging interval $\tlp$. +Feature $f_i(t)$ approximately quantifies the proportion of time during which +$c_i(t)$ exceeds the threshold value $\thr$ within $\tlp$. The value of +$f_i(t)$ at time point $t$ is hence determined by $\thr$ with respect to the +distribution $\pci$ of $c_i(t)$ around $t$ and restricted to the interval +$[0,1]$. -% Constant features and the constraint of repetitive song structure: -Different species-specific songs are represented by different combinations of -feature values, which should preferably be constant for the duration of a song -to fasciliate recognition. The fundamental requirement for constant $f_i(t)$ is -that the time where $c_i(t)>\thr$ during $\tlp$ is the same for all $t$, which -is fulfilled if $\pci$ is stable across $t$. The most straightforward way to -achieve a stable $\pci$ is that $c_i(t)$ is periodic and $\tlp$ is sufficiently -long to average over multiple cycles of $c_i(t)$. Most song-evoked $c_i(t)$ are -indeed highly repetitive, albeit not perfectly periodic, which is largely an -inherited property of the song itself. Most grasshopper songs are produced by -stridulation, which refers to the pulling of the serrated stridulatory file on -the hindlegs across a resonating vein on the +% Theoretical constraints for constant features: +The songs of different species are represented by specific combinations of +values across the feature set, which should preferably be constant for the +duration of a song to fasciliate recognition. The fundamental requirement for +constant $f_i(t)$ is that the time where $c_i(t)>\thr$ within $\tlp$ is the +same for all $t$. + +This is fulfilled if $c_i(t)$ is stationary across $t$ and +$\tlp$ is much longer than the relevant time scales of $c_i(t)$, so that $\pci$ +is independent of $t$. + + +, which is fulfilled if $\pci$ is stable across $t$. + +The most +straightforward way to achieve a stable $\pci$ is that $c_i(t)$ is stationary +and $\tlp$ is sufficiently long to average over the stationary distribution of + +The most +straightforward way to achieve a stable $\pci$ is that $c_i(t)$ is periodic and +$\tlp$ is sufficiently long to average over multiple cycles of $c_i(t)$. + +Most song-evoked $c_i(t)$ are indeed highly repetitive, albeit not perfectly +periodic, which is largely an inherited property of the song itself. +Grasshopper songs are produced by stridulation, which refers to the pulling of +the serrated stridulatory file on the hindlegs across a resonating vein on the forewings~(\bcite{helversen1977stridulatory}; \bcite{stumpner1994song}; -\bcite{helversen1997recognition}). Every "peg" that strikes the vein generates -a brief sound pulse; multiple pulses make up a syllable; and the repetition of +\bcite{helversen1997recognition}). Every peg that strikes the vein generates a +brief sound pulse; multiple pulses make up a syllable; and the repetition of syllables and pauses results in a pattern with a high degree of temporal -regularity. A repetitive motor pattern during stridulation hence lays the basis -for constant $f_i(t)$. +regularity. This temporal regularity + +, which is then reflected in $c_i(t)$. A repetitive motor pattern +during stridulation hence lays the basis for constant $f_i(t)$. % Evolutionary implications: If constant $f_i(t)$ rely on a repetitive song pattern and are benefitial for