From 3141e6e7dc1e5360eec6cfd3f012183d843dcc7e Mon Sep 17 00:00:00 2001 From: Hadley Wickham Date: Sat, 24 Sep 2022 09:26:16 -0500 Subject: [PATCH] Restructuring vectors --- diagrams/data-structures-overview.png | Bin 76847 -> 0 bytes diagrams/data-structures.graffle | Bin 1924 -> 208274 bytes diagrams/data-structures.png | Bin 0 -> 43384 bytes logicals.qmd | 5 +- vectors.qmd | 436 ++++++++++---------------- 5 files changed, 169 insertions(+), 272 deletions(-) delete mode 100644 diagrams/data-structures-overview.png create mode 100644 diagrams/data-structures.png diff --git a/diagrams/data-structures-overview.png b/diagrams/data-structures-overview.png deleted file mode 100644 index b44109ba80f2b320193468bba6e7ab954de5aabe..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 76847 zcmeFZbySqw`!)_JQX(RyBM6Fsv>+iMAt;D+H;71gcPXJLf)dir5CaTIH-ZRA=a2(P z=TJir{5I#D@8<*OUBCa|cdhSP>nINUd1gO*-}{d1y6)$LqP!F_A%qYM3yWC##WQ6r zEZmn^SeM=Lalj{$&$6AsU)YYyQsP(zUDQk99|U$Uv>dUpIOxy*$9BsUbpZng%~ds> zH05Lkjclzs4ByzkHs)}%wgaQFu%5UHf*-Aooeb&RtgUPu1>J=2{WU@m{CxH?=RLZ= zhB#RY-_w*+q?539Fs9?>;Nf_9PlS+;j_!%W8xuk0XOjP14*n&4&&WskI2k*Di=7P5W+%e^&(;6`BmR9a1qX9u z@YH`@&GpaK=Rf;r{1eWz2S2wEf3NaipMqr;A$-F5pDhz1ES%w!Q-S+4@h0_F?`Q>PRL$%pWN7zsqJf~ z+9>{AbNaP<1mYkLb!;+U)s?UwPY@FMIpWS>HM&8 z@X!At7KytXy7j|x^}?rTgEmBQ0`|N}u8Uz|Uq1K8`x>li?^({fO#i+U*0k{Cg^_0$ z-s2Q=qdkymB{=_`XLlEK>vp|(V=*lMR-)@jsgoNH7pDk@Uq^1!{A(U!bX#D4U+M!A z{`EvyXVbqsXIVWp(eZunfXsM-!e&Z2Sve(v#X)>=`!Lg1_ zW%KuFwg2PNSh2e@*OR`fsO^aOo_MJc8@EU6mD}h|HwMb#vK@HvDAsu$5Z~sD`8|-Q zT(q71-iG~l(UjNEMAGk{_CN%7{d+d7ib+jxR{dM(r{&_YmM{GqpEJy z?2cMOOMi==?9U87o>cbxKNlle%qMW~Yafxq&CzyZLIAXSvefe1?oq#j zXueMQI>Nx0U8gMX^V4Jr5@DxF@9oVm!MmA>zeM6@;b5nwXuV5z*At%qkhK~uk=Ct0 z-fHg_J*{zG8IrgrkfB@Y@I6`GOLlTx%NQl4;m*d!`*`Re0oG_ zbj=NhmywTGQ3{)Xnwtj1Ze5sriXYLeryG2IFM30SFU&hjKJgECvvn*jbf&g(fLR4v zb8@(%k|nQ}vN)OZww8#qW+N9?Ac(5j4xwaU<_v%K`E~mqu*^_?WXuzHhbhfVnJ=T1 z!{LhchD|}%qa{ikRwM0Ww)L2Uh2&}?tMQ87+C_QTtRMEJaelb z_2XT#$8rv;{uJ3JiXKoAJ(wjk?TzT!?2h3w8n3Xg`s4AC)a`h5cIq98`t69_wXqd} zNck2Of{zz0U+m3g^4-}LDWzy+h|c3UK5NK4mb}m!j|@Wy`&!h4LKLvR{r!B|SZ?pb zoslA=;9Bh??ZhL;Zefi|2jliHp6W}nZ{zMR;+E#jufXe(#nNdXg*|p2s@-Wv7%Id( zoZg=aQ^=mDWY=Cae_Ly^HwxTKpK5(qFLR~!SQ%IxJ=7Q`kOC>xJpO?}CVJdu%=)gu zs?cCGhu&e(ZJT{?`GndR$qUCl?Ou2oaj%iTN~(CEcA3@EWu=p!9kGvmkJk8o>x34n zQFX;NS!&Wpup?4>NosJUfqPNOTPzs*I<)e~bG;Jmv!H>`L1t!*aTHE7Fh z%k2_aNWi1@QWVA!w?PjZg(ccG5?sQ&=2X8xQk;JWi9Zg# zqKeon?iSIJ_z^hitp5@ToclLDml0au<1gP{maOqldZn*p`k`{|GQu9pDN=j{!i+ch ztYYHKXN|ME${goAdR6Y4ez|irFb499=imSn5ja8`ap>;JTZs zK{@dv-c`P8X#&-*DD`oe{AEMF1Ritcg|5UwZ(-T#3S(e}PMy4nVI7X2`S)e9Yn|&? z3aT3;ud0}|N3#=lY2;~=LhW9~exaB0+3A(?hv7WpEv!e5;T1TTF2mfW{PC(BWtSF` zeNWEfV?G1z1(*K73}*=+<=nNqdl0fV>ApZi7K&qnI}CyciB;@mxvc?lnC%ElSuSv> z%Xe*Q^Yj_YZ6^z+cfiWHdIm0|@-;BK+}bevBOdMQI1DRkd0~?Glf%Vyd9KoTJvWcm z6~5g2wM6nVnr(^WmdufB?kzkar^Tt&#>mHuDer*0%)GJ}82eK56qNZ8}?@2QLAkyYgm zSrjGlWzHl|QOKW(>JsnB6rS{|O0XG_C=U2F)<#v`dC$5YG*RX3XgepbBiU6>`>A+H z*x^J;ie_%s^9BeAgDO|{3MR}w<8i&E#{;D=CL6fwbaJ*R-pR4&RC==?s>eTur0x3!!TI2cGDseviBK1O)oHNszy6b=^U$>!y#xip#53gkqC^g3uPt zX|UerM2VLDfux#(#@qDK;UwKU8L&$MrBUwCjZC7aoXLqanS7~+xIDPEnew;|5C^z^ zt;afd^G7PGZ?Anq=@z^8GI%MyU;et*Lv{tPm$sVq$9)$SF9fi)VH1Ag~Bw6M>Rq4SSx_+`&+lVT)L|jq7(O&YzvDd#A zJ){$DU23s9Tm+p#%;N4^Ykj;>OOap4HY&GPX^3#DLx!+cl{pz8_7CLZ`OpKlz7JC5 zr%o1Cx5qqL>?wH2SGXldRh$|th1p= zL#CM|dm&k%Q^8pxLQ&x5QegrJ$Yir})&ImPchR&ibryQNJ@GBJC^bsvGLoF);Nea{ z-p4E0dSgLeTcB5M1LA%J{5dbLFRFI$n0ViL!{gNqCvAJ>=C9irh0Di*oOS!JRovh| zh(Lat!;FQ|nPZTe+129X$E{70>*>#)^Aow zeuFY&*-MQfWywoZD@E_`kg4Wrauvp0(Z!#Pq$|9_P5M{y`p+N!pNKLzYY;gW$6hjS zaKi=O)dcNSp$8E8Ns*l@-wrS50e<3Q_}$61rXztPwFd=zwQ;OnZT3t9DGjtp9YOPN zENZ_+?EO?K1tTo4i1cS;yAWo54Y=W5`#+Q@AujE(4dyLrbV!hkX}nUR*5fl}KM$y7~UVrF!ta@1t47 z=h21gCQr|HFSGz+cqu8DjchdsU7b~EtQ2fPh{9azUGi@P(f3uZ9BH+&8ULPoqmqn+ zt9%`F@X1qpsu-8l%B$n-%(Bg|4=jLJ+>^!kcyD)#*&DOmfS*|}Ce~lT!y=uDbocH} z-s7ZsssSm4c(8W8k2gA|=bIdf0nW;OvI|G*tmCrJe2<7?N&YNsV-XTptvDK^H2XCRj(wP)JUu--%}fHeQ9y*Ngelz5C(N51Z6qfEy7o_Z7EKdAp!lmsZ+=KBs8NniP=oFAFLYNE^ zrPxA`+0}|J7CxlT@Yd4d3G#+7q1J@IeES$^_ucx@xE4 z^(V_17J>aNDBS7s@1ZF@LAvJrAi|^&ZOinr?7JF61Lpna!?Hu(Y~Nw#GDvy;m(s za!TtKQX^aO?%n8tpuIL;_lmh_9iDyhcUOpS2s$WCbJia#Pjc`gCP5->O7X8u+MnWu zs~hM0hSqWHzE`#uhXwlMyObz@_U%28=01xz6*`i8Fin6uJ>FJmpZ`!MQ?42{sPbTH{66W5TWncDPrOi#iF)6kTU~++Ih03l5)f^&Cx=Jj$+ptQVwH0 zF3#(m%5|9gt+jj7L?Ws=bf|#=4)R2nsYQO4-0{X-`#0A<>H9oKiFMC!^I5qat(EiQ zoDwi4g#UC*-kfQ1T^r^7P+LrJAv+8A@h|zDKr1Bt+$Jv8sw+VNTI_u=_f0r)OqhWk zbxQHwV*iQ4!SEkF*NH(;{WYk4FtH%S+G7m9yzd%W4=$xYOlCS0RYp;Gsw6>B$jl<>Ou(Q?i-rduXDzfdb^H3X2ot3Y)Cm7RTCE#3pY^4w!eaW`&Z6_m>L^Kq8q>#D_hxVub< z@Kp_c_spyto$1h`A>r7f=g!+c(}7fiuItnlLx~5!ZrjE{bvTvMp4|{`7$ls~s~64B zx(l6B-);!I&A&b$Z@X(d*L@4rDWd&tZHNv1PO%-UW*(dRx7!uM5T~bMB8Q6r1AC0O zDsNUJxp&X}LdZ{fMfhfZt(I*-M3mqQeb|$}K5hdFmNG=^F*MG$dX2BY!81v2fJ>(- z*F0SGGz;V~NsZbA^6cq9KxJ{1)UJoe+uh~mcU`Gm`uxL~5=vj{ zdTllXY|D9}qW^~CI~-T}SK1OoIjo*jEXGN|ixDQtS#Br6H;~Hp#_#b=5xJ?r>35|u zec2)RPV&&a2!U;>(HTu+xLT;wmww+6=C9oj8#6!sEVTYG>HsV$uUwp|w$LfpqOjLk znKkC%x4`C4vP;zz)XoD+8hXxZQ;fd{{M<^LEvORe^1qbnB+s@DbE%b;qs-aB8a zzQqr*7}%D9isKba3e_k8_ew-#Vnn<>z%g|}A+2*WKne_1%lR$3J8UGURtxeesG59T zoJL0+Z@bpceSDNK9ou;fO6&)DtEL<0HBZh%F;36+<6%Y*iVhPa zQ7$fKh>}&kqvR#=s#^@Sm=c>Wf_i4<R46+p)6F#3gyy4cxKOYW?Ho z^t!`1J_XW!fTNgx*m>QJ%ZAsJDf6x6j%Pd~_S4;Li*-GiLk4!yW-e|1?uXB2WnZS+Q20pCH@rk*dE?nvkD5y0?AfM$?+vwK@ zoWIyFVdq|XYF=_WT(X@+So-+&PkcFMRCm~1cIG={Ro`y)Dlfr@{Q+-TyqYOA#zDei z;XXa0*o3{if>7|j{^X$R&)s0^G}C+0cn{>IZ(PJLOmMkxAy+!Wgw`v-ng!lh+{mNK zze^-~wn!j{*Lp0=<(v;H+`To&nw;2jr1M#7WXN(=OVXN}Q8wlk^LT-tP-mwN^OV*c z35qw>@9^6Folgxarc-I7PshFYCj4QMv5g!0r4ybYdmeWTGdCzY1_q+iM5dmj{CtL- z#SGD(u!r>Q7Kwd}JQm$(xU_5W?<(Z7|J5+Uf?+kdf`oX0c`QmbGex7f!uy$PmR-!x z^e_>Nur;+0NC#H(GaPLVGuX7sp)T39PfQ~?ps#NsEGM)iKKTJiGeA=7swO zS4KyVbL$!k{Yx`6vniqS&gJ_Mj$DD-Dm9W@+&{Vh=#A@Hj{SItw=(EG{#71ZjxeSC z=W@>a?ENo2pLRT`Xk5Eo2J@1pL1Jbz<>XDUra|?3eY{folj|b#qY3KvW4oye`gaAI0d2Nt1 zBLH?C{aZUZj@QydJy7ecm;-2N#QH>aFmnQ}F%M*NAV=j4ENy5bYFbq?qIFprk_!{y z={JnoihOz@JQ2PZn{PUL2>%E&b4^gXXSDI8jIzRO()NlVPxV3zW`LPQxh~hToIging z(*dvmeQm!z_$&>;7H1%2mtOH^;4PjytC8;(q40(i0NyLav99|EveE5Y!fVw@jCW+E z^d2>m)Wc86s}|$Lrl*5xhlV}xx=L|f*x?jE{5Nj1$2+X6BgInw*~m~<4}|K*8EXD3 z^fr1|=h0w}bJYnfET~6l%I}i0r`703ms~_6#985JPzueuKad^(LY#6F;XuBQMzwsK zyz}QcO?k5BrTRmw$vVA9V=L+2InVvx`a0|2SEd6(#AwJMnbv3jsrsSWHPJ!f(GIf@ zs)EKfUL>2VE2wZ%WBj$F)!9^hG ze=j&s^8D{Aov#r7-?F8U4B}UN>k}aOoUvZO@A26p&xkQVr>%}xKC;GZ_EnQm$$a2qoak+Luu*psu=t2UHg9fbFYo+#e}6RY(@`p6`eSdCVxF9x{p^ zyPZ3z-<4C$decD4Wi?!AIP)uX1p$W_in1z1M2OQ>;}Wh-RP)c7R(K!nwnZ?7fw%~& zqiUD6m+lzV_veAZgZm({1N^~Rrq5BenD)9kWUgO78{|~V9N~X9PO_4HK>pnGo|K-? zW;|xgC{z609In5JZ+MDFX4e6vDYxhfXyMu^t*8#>45FR?zyMWgN z?zarA69tQEA-NF%6W-|3;ZE27>bNcFWQIc4@>`G2iY9|J5&_Ctz|Df3U(xpt?(PZq z?0HN}40@S-)-oXvuz8(;ngekYM6|5a7cakYOaKM|1V1jEWZGcr%OLjXHywc;$<^t4 zi%axmp%}zlmJ9@-0JY6!<-4^h&zJovScGOiun%NR7Ub-KhafT7q@D()aGn~-fwyLh z!FuC9rBj&3fNT*IORMIga3y|_`;Qfyc7p_!GT_nd&GRNgr{oWeViz^(yR+DvGy)$` z_uZKKK_lq&qD1^Ry`Pv5(S4BUNfq3A3^HwJS_446kq^Uq-JVmoXfW8?&ggoInNW;UK{R;uDftPe71>4&_R6}Gd z(W|s{`kXfsfLY5#vk3sSU>vo<8!l2jXT0oCXmI&8PHN+sr48k%w8T#8W2_k!k~%y+ z>m<&F*x5Wk$gF`=?{i>V9|%_KPftL_4hOYO*ITE7Xl;FD85#!GQ~s`TzP9#b$N^fI*QeB4Bx7JC3x`Zzd~)*3jn#Ipzb zZ;}`uj}t;fPV;!7Ap2?2yW$ss_2^@}o@IYh<-7uF+6u6a&DUVSbO4>m=faxxDjq#&H{bx_5BQ!bWJz6VHQ$Ja+7jReK)r(u!m z`s)ca=N5e$mz?H-q+-VPv1di^?!DiLSGfV)(}P!@o~Ho6p#g=nJp2fJjVNZPpLv{L z?e2f4?um)VL2PkSJSH>S} zpPT*l7w^O->%1vAf4XGgi`zegxcuh0F4jQ*>MCmRqX__9<(I%QR?k&!)4K0}-mBvO zyiCsgK;MpsT*W0Eu zr>>AFI4FR#XB92a2u{d3YiJ;~lOhgbBv*M1djaMKxeUgGfP)$>Wi2}bZWO3{Scrog z!NdMHC8w*x34xFc{rqgu8}K@0F^Nd(vluxpxNxaIONdFO+-3skJ05?$fBqUQ?0Ubn zE6vyB>x7_o+-FleA-Ej8_sFEf&Sj*+-iS%=B8&ErprU%R+K5oaeT!6#E)WNM8UsoP zAf#DcP4~eZ%Ew(~pq+r1e#sShkLWLkdbV6l%&p!7y$pzr$3g{K#n1@GiyISj zdA#V|Yr^N0(62xUCH5N^r|}4s%L3KRI%QU|+{S;M=X3VsCoKkS4&O9i==cuUl4kYj=xQdboM9^Pqn4#N zUoQ^D!5t?J5c-bKCd&v8x8m8*O2@3?clVx$JT|{@to{7-8fczY&=Vc0160tzh6p^A zJ3JC{ar1!9&?N#1=F)(P!MWN0mTG zJ9%N=@^DeQx%J%dC{Oe3v2*N!7{QMBj4J0FPrba7X z0z$JD8;|;Wg|$BSqteOQ&#@aK0{mqcr>#s^_@?bE(5`5*90Kspz#FY5gWb*|(+Q+& zxy&^hvX&!-fbf?N-UCvE%1o2Q_slh6uz`Bt(_?(pqf&!*-qO4@`#Rjy~)AKq}xS3mOOt*TMhlY5{1r?b%Co5Il(vRYDk)&-90}-48#;5b6W#A zbYf0z@nkm8)=JI2v`;v{Ug6a^VZysHf&~lf2afZ1!8b|JDP6u$rL|@^fK$eM^(0By zliP!QwMGnRcc~WJn|_@4q*ypy{y;N8LMuW|d|4J)1>-GnNY8Du|67KXoK+t{9lUjx zrIzz2rK{n5`0eeb^BxZSavn}RpY?KI=EqWeR!0rL4G~wku<7UX&hrb|O;Mj?kQ-1` zHqHC>19@@sl{YRIk8y@<3Q&WABuYlhSv8U!%x1)aL4f4^>a-I3g9v#BR#n;;BpBm> zF$AxaE`sp@EF=Niz_jNd2^+uIUB#91+o+q;CHj1Eeef9y9T&Pj(+Gi8;#V~%oC^X5 zYolx01;WsO56pL&vn=T*uZ5~hBAICf6L#a#lg%Qo3q~F8i}TIE#~oyBvgos&1CYQ+ zbM}KuM(~W58VTFy0eb&dd>)H|Y>>f2n=otT;Lxv_Xv_E%5L`ztj8ZIkonL#pmpC9n zdj&{DIjJXrn!#twZ=Rsqi};9M!7b#9v1-^Vln5OJ$Vf<)`uq3G#BH;A0`Oa&J_cT42UN)!9zer?X4iXOQMg*!Pa&sT6V@>fRR;kLDsHbVy4vJy9bh2 zFc}~=U3d@H>a(ty`~~jz9-G~`eG3{$M4fPiTvipyy!*Ac9G?MekmBIU`f%PFdMOtN zVF-Yx8wm!3GUn5*N58-fbgzRM1j0H5F3eySH-w5)#A#8n-F)0*CBOdU5SEDr`>vDn z!X;V%sZcdgIeG)GC_3F@q6!VfVn)mjxo;T@L1a0Toj9q2-(zyJk}R}kM9ys+0l@>! zia#N&NuXG0$lu9Y0-GTMcBY~9jY%zdI&DsSP=eGSF0;0CfUmS{^!%uRty>Coz`$?B zT+0KS0S*iGxx@1H`b{3QaQ$0gr?~9KOq1N9dettb$=)tg+T6uDe!mWus_V`OAK@}Y zDnRWm(aVENLX5is=hx-SjRyvGHNV>UX||BHp0*X!K|s|OM;M;mj8jvqFxfo#uB1Y! zA8rq72msb9jDL;B0sQ4Ya3`0DN-PFnUUIlxa1U%sAAJKSk8sy2?q9a-&qk?8qWGK` zfJuf^0v!4^`#=p@;zUP09@4=E)?A_g`FNdobx!c71^i#1X*>Z2OU0tv8bRx055&c+ z8UK+nl~Di~VTam~KLsV}K9?M`5E5h;0BMcEIB- zo!?dyRfFG$>MQ^l2{hLjZN4{ZvcRO|CIi6Q@*OALV4<$lz97F98^X_)u?0~>E^E6B z*uWWA0%8Rawf?p`;6I4$AC$u@lhaSlm&FH zXydo6`xoXJ*WizL=ds(yt9C8d_3@GKL*H{j*%4hDvPLnjL#V0l4Pb!i(tth6gom(2 zPg+T4xG}&6%RTqjH%bBiI2Wa%UkSuPO}64~vIMHRs!KrX$hB4rVhvR7yn;Ji%Ksxr z)r)tgKx55Sn3VBuqrz|(xQc7SJ3S4FqmSG@ZTH${w1F?e2^xL!;n(hHz=jC94U~w2 zT{{w+=#e++u;~9x{O?dP44xK76~KJIXWVmlR3Ah<=acepoA3#c>H-)Ub0FVk7)&#t zA$|X@*v#?$o*QFtkTvcy-#Fx~;(^Tqro49gWg3O@oeR!UK`c}nj_{{tEr@!SYCPFk1*4V z+#@mzs5yh^lWE(PG-4|q7XZot_s1niPC6s>{9%OR(D@R;i_rQ2z8r*fEk~nlUwJ?j z4_wLu&`5I#h0GYK4YEe7lX|E3OC-C_E>KpBZne_SxKKJ=Q^2bS8w6y!E1MaIZM2{; z0pLh@F<&u(Hf|klt6gGd528=(P}MeCjmNuIO}2%0-iL1bzbf;=eri`tQOTeG z(V6#Y$V=SaC%PXOF$xRkt?vOcF>z6hSVx4sptPv_9t-9tPdG|NK{(T0BEc(E+3;4d z@@dWDLZ1H%=Sp-**LJlFOE0IYEz@YZE!;4m@mM^O7}P>%-aLE)=XAeC)TU-r@<{BE zfFJ?H7*GutTYWd_gb3sG)E;#_>MkMwnBO-U05aI>+8CtwC{ZC_o!?2omY1OO@~joK z#FYIb0l}Gs;K$DW9jV;c1E3=F+?x0ZO*Uf|~7{aRwuOUJ|$;+$xIkmpeg1tsrQOKAPz7z32G`m6S+ScH- z+V;@{&)s5!P5ZOf;AdJA80uowkRL zT)HU`X-68Xks7Z7Tv|TiqSH!sBwq>;gu3aV+aiGUa8>&o?IL`O)%z?>O!mq3dtEU!yQ7`QvaQIex^s0gDgmbQXFH}20u%1gn z9CSw1OxEr3TqXg*TB|S7edpa-m(LDMw-04eX|$r2sA^QNrJC?3#l$-g+F!SPrb*O0 z-5s;_xN6S4YLIyaKSVeIa!k<91uF}m#vC7PHyy(kM4!wpCN~0Pg?@eSr|)cZ0zf|} zwk~G?ggDxI0=DDByAczWgGaXh^`zv4LCuw_bmI zQXhxvek!GO62J+Xf~JtR!71cR-xipo|FVDO~7JHVQC@mP}mc>^7 zwT7f)a*pL2D{a~O;*1(uIPpMqKb7Fv)l0yr@y?gER=XZVam+yxwQ#xev6c49>|LA>rqM|g1;&lY0+<*n0jWppuM;DC)z-IX!>*(fZzUkT!dQZNAqr0^f z@sCVDAFAd`BtuF1H#C#Dq0dW?szG)kXW2$_)mc1Oz1zya+Fa~*bp{UWe?m&`c11c9E{mtXbHR|kZ+tLF)`8xc>ZBXCU9ZvZh z@vL#3M?{+aKFMx>2xv5s^kktQQcN=;0Uagj&$ibLWH2zAa&bKy3@fds?CINhnD9%dnbp#|pG}Q*zA05sNs-ELR$YOUVfUx5% zG*)Lz9%_tRF4^bbG+!Gng?eo98rV*#Ja#$-WWWxhzLvRq&WW5aTdOY9&p7IesKz_% zqlb9Wouw9_5yAt@oHOF5wi;{~Kbr9l!C)mIJS+<;8B?Le(TBXsaff{IgaIEC*o}E? zUcL(RpsD#a*4`fFa7}YUf9DO0?8onKy(kj;31rE$4YGe#sv49w%v|jlAmgtEisrel zfyWKeKKItYLd@ukNhBulBp`nW(yN3IAoUMkpjYmk@(qgue$85k#_r z{0)!;N~Z*l{uG(;&NKGOOVdO-sbq#=Ry#lOPDK7va`oN8>QIfBjCcI@DU+8jw*I&= zkm#&KpnGrD3{nZSNjc98f*iwyXp^+VV2@lJtg&}|ggE^z9Xe|!n1sxF==NSC`yooY zwlOn9>9BNvl7Z1D8{F=E8b)sDH@j~b%d=six{~QHTh24|UC#KJ`QubB{&dCQlu&mN zbT@>y->CSVm?N#iBOpGmb&1C*GpL`xlP6i8t~Y$PNeF5k2Q0gD_Lt=CvI^#V;9rs>dldvvGB->xQgVLqvvqy}$Z)jmoa(BLJ${?e9)W zp=Vjhzjp@#H#pOJFW(By%J5WzkI#I5fhy?#%Gddpax8JwTdSck7rT7W1Cj;;ot`MljSLDG!8y!_Pr8BcPsF!H3O;!r-;sGF8v4cX z7E2#8^2ro?Y&?8s$s%Lcc=9FNhHuTRaq% zv5t1Fj1y$AlW2dx;$dP)Ft#%wF@ctA$%)0?`NMA)7F$Ia-A=WItt;u1N-&{&#Z<|fP%u`6{cUTDzcMqGz%(^PEkV9A4|t*+OvQf!uN;V!oTcKc}UK{On( zA6<3`HLaprBl@3r0Wg5&BEw|3L(R~iNXxrDP?P~D%m%1lK{*+Wzv%HxEM08w1RyHPu>Oa=$s!IT?bE)YF zWL?^$FP9QcV|=%4DyFZH!K*r9E#Dmj+@&?sY}U?J4?j;g?3HW_)Yf4tv%I4+O-mVP z?@wFFCzsUQ@yR^zH14L=_dMKF^)4Fp{dr>dl1iRFEUxbEZ(E?ZU-;ueIe09k@Z^%H z>$rVz*2BN$+)GpdaHw~e+|5RyEXH%|!+G;!lE@c1snI5CoTI~f`WR_mR4oL#92la# zZC+!C$xr$+(~*-1X?azAyw=Q8-LTl3&W=0&Zn^T~l66)c=1k-x)Guv2Ua<-K`HH*M z=E=K^8o4zpEryZ@43{+ma-MPzEHf4s3I@Zf{gaTm1-!<~wD_TsCfYDBVcwor+Gsq6 zXujGai@`;){P%Lziu88F@+lUMjXR)?REgKd?ug-PinygSFoRW!#@C%|8*ohr z%d_0*Zx6wI)^FvdNgho=9! zh=)Geyw+KCUzUCCAo}27Jbp3uJ>#~D??YE;MABpX zG^U!c9yPnJd(jUH>lF!FFdv%br{B|m?kUD297`J`fc^tmK9hlM*dW<7z;-ugTPU3cL7TDf6pIRU9{DKWVQVcl1+pN-aEZ)( zzvYE}UfZ+a43yYZz{W|sTEjNz`##)ONlKUC4&3utDd=4q7#pcoaek-Kf7SJK#Lzd< zLedj}I?Y6G-sj24Wor4JjVA`((BG!7;QutPW_PWQ?o`~i7OlSUc#QxfkM?>Q=FHYS zKqFoJWI5d+;Dn*qk8!y?&7NTgzvDXv?0=wWe_hI9{%;B*qFobx*qYUkN;|@6J{-b8 zlHKB@O8A29(#zPgmplf-ZKd@6>Y#~?FQ2fZJhI%W`&!=1*l4BkM7d+zuZe0eHIwpx zhUAcbsb8w74ywr-oYPS%%1L^r!xOVCZCGal(J04P2|S@f$2B$#K*iuLmyT%IGz%M4 zPXQv5C$D=~bQ$p~SISy&92G+EN|CV50(MT0eI!GgY~k??qfI@=<>_uD zuv}CJfEx3(ym;wO<8A9=a~WB>KEL=66RmXS3+5;WKJvB)sChif3xe)qM&c*OJkev8 z*DBTF`s@s3)Le_swH<-QP`lrD1nW2@sc9%fBJ&SX8sG zR~YuiMw{K0wSr@UywYQKNG*bHw3mGl5i3%SYE&a^$Gb*-Q*+vN(mPA*Fd>#4jX`7+ z`ZMrSYl93QM`J`{s6p;)>p&{#WfLefB!`Qywi2y!s!lAC)jj}fk{+XP9C}svs|@pM zg2D%MyuEoIED7(8r!NpiC;K{7zheF81c}jUgM2rqMjwLdQl0>rEPL^L9X=;`9|!kM zBoibwOSHyShoZxY{E|%QW48{j7O(A2e*X*)JygJ6$eNrSRHxK};;~h839UB1vN$_3`HqL0OFt`-@A{U!^kopy9!ie4#vR_I4 z5Ac2685^>YwMv-lh^lelR#s0;y%!3Fx~d07F}If0|0yex!yhka?)yjqpli1&^^rt# zS|8EgYeeS7+@&xCc7@JNb$^o4qrsHv8-3e-gEUB~9hUbc4JYEPYPqwOf9_HZHt1jC zv8ZVS9aOV(lb4Bm+<<1i8t%|~DdpyWa8h2dAk5W~=8HGsMr!Mlw~1FvE5P@#vLCE!Y?0qAePrt>B0*C5dopVFD0 z)&+kU&v24A;`pSH>jFNo)u5lf|p9zXfov`j6YE)StWz|nMa1h2)EU^66 zM!*l}Hqx?U3lI!(pP%gZo%J8_5P!`o>yLg)%r;q7yNJ6cQ~eiT{*U zAUAHM!9GN0&1=K-vgb(V23BWK+B+_mpf%%z%Xf_D%HvZ7>tQ1T^);oJ3F)75`7HK`3XjdD>46rN zg4||1mIeZdL)xJ3Gv2Z;DV#wraiR18=zn?pQvpv5KTE~6cGH4Jprw%Tz7iJBgWg)g z$^#;Hy(%X_hz{)ffbtly8Q)7T_m+#(ug%R>|0w$(%v;O}B+V*zYdcqX4UU?QNbEtn zaMBSuyNH?x_;!45i1TOOeDrKR=oX3|Y35Ce&hq-qmU~cC9aXWA7idBYnP7&u&GOJE z7B5QAw(JlN=BhbLw(hOUhdJBy$=lAJ7YQ~Ra9%mc3RS59zo%42a} z{Kl-HZXkk7kfDuHOb~t38V(R020LrE{=WM^&W9bg>nZj=gdBeWa#(NFa!uuVoYHF9 zn9ZYn-Z{8t(I4R5dGZHYI|2XxjMGLASN6bS#zK2;mUW05gU)+;)Dn6-%Vb#IQ0DbO zwo-Jdz-?rE2H?<^J4xRc1NxOp-z^pVofVcT6}@al~lcrSeJj z7)oc-g_`q{C$y|-q`}+){I^0Yy@%`E2g&O_r^RrP5hH!OkPZ#I=HHi8%65n=3+FNV z6xTOWFFj6;+qe5=;S9u8VE~-7b3qDIYJIMpj=;g;_9(Y&$w}_ehPk|<${*0xQhv46 zxlfu2*T(G7Q`m*lBJOrYlu)r$*qtO57s|n<2ED$>vK=|axs&{_k4?}_P#?Q*- z%DMY@-hK9_kDsvPaKr-_3JXMmb?!??UylOSsXriZH_LrWvwMmE?q38goi!+5&C^Y! z@ZBz(CDDtwG}3~oDD0e`t1ZI zOdTwF`r~Vk-`1dCBe(Q4;9*Qh_&8zYFeX8>#>{W}7PhgpLP-D-ZBms5&4em(p4!z7 zDvIyk148Obfgr$bfxe8VJNK2he(Q=MQRJJ);gdZT;3Vp=5nk~;P2`Y zB!NKLnG*IosUT1P9*F0T(JTcOe+b*Pk63WcgQ*?fo6kS8hA|Pv$&VXIA8gHiW7GNr z8jv11?NCRJCII4oQtzadK5P{LpPAeBSCsmX_;FPUdC>*3GkQzjb^5C-o$IkXZ9ZhJb}AoT9~R+NVA zOtte0<({6$YRyjG-D7;x zrAoh?{AbVtoO(qJSq8zH+-ZfmwovEw92^Um=>u-F5_xY0p2}LLNv(nUSfDX>IFsD{ zlQamN)zew+`SxABew8_dwMlB6X8ofT2cx>ZM?lsr%fNdOdorw+J;j`2))Nu&GcD+< zqU#)J>xwHIOedC;$PddAdv)S_dNc{(KYly40^?<_;DEC?O7(wW?eSiQhvoQ*8W_aL za8&+GPHv<|PxOo_$@H7;)!jHeL4dbzE%u~>1}s;^lswGzOWpQi#iKRzQ2P|q2hj^O zw<-yNi~X7=7&8v;4sFlcBu6W)FcII#>3zVXoe>9FQtAQ<7Sm+ur@|_1q4cuV^#6I) zN$WL`3oR@Oj%HOOuJ1r7*f@m>rKAoY@fWW71x0nW%Nva?PrubCKf{^b;lFd9=EEIp z5VaDiKY{Xu->@-&kba!kr<8eISg9-t_&u4oV z`hC*H^+~O=1I$g|gFCyd*}(>JeiEla5OQ3Q zC$$+os})G*HV!fNRJiRXBi+w}Iau)(Kyf_r*fHCC&E^eyieT8qqN2SCpbNS)NmwT_ zjcnp!VGWd_e;cRWbD$yryO4@)<3dNQ3dn0~lA#b7c&`$DSXhMkouE;C%`4aJSbArI z0G>9Ybv3qUW7TjT_o_-fV_WqSH2zPt?5WxmRqn^M|Bt;lkEXJX-$zR{(4df#(0~l_ zmMQbDhz4Yyhs^VsX`7ovh>%(4SwhB*G>};~$~C)%TpU&iSq1T4$}Z z-hZstYVT)1&;8u@XS}ZKlihTa6O#~jX+SGBfCS6F@jX;qsl+qjJIkZ3;8H&Zf~T2w z1+EHpEyf=JDR8!8%1rv`g&B{!k8q)=*;V@3KOHfRNE4|e%@SI=&Yq?U5P!QLRpbR7 zz>iawiv9ReyT_f)exr@;#(_J1+EgMEKg6)lu7GHO)Qp^5qZ||N!XWQIBj~gcmD<+PQ7QOkGwMp31 ztKZ-Hhh;w+1+AuAW%K0)zJk+EeRonmFXWlD%w1cUG7a3=01!foqwaEw+1(@g2*;I% zF$*9D*Ucl&L>TK_k>ZPu{&Zb~(?Za7(OS6vy1F@i$+tX)rVVa zDs~fU44=mn0~7~^RCybKU8?e(=2ACZkx7W)Gusi-BL|GLk5A3XDL)UyJS_K6m+@1> zLLjAfo+OX+*$BPiP#Qq^(s;^VXh9eAteUaQL56XN(O&`VINZj1sQNigAxE9h_*c|j z*t0*r=IAZEap%7>z=@soN7IfzG}StIOD_!r>Ktgs^q9a7&8kcUh7o?-0z#nW5T=FT zo3pSzXiAcF%OSwVi(NZ(7t48dr$?9BNw(Ojmsy2|GEL@(XoIN!>2LUbU)Q6_W71Yqyp7u~=Ey{XU40l$#{PzfiH~8OM*tVPg-)|(Z)5D4x-;DmRX;&qhek!UtP8@*e-#~E?vOef+Y2Wb(i9VOSWo%X98XM)*_5ia26bv1J?4jfb z`XIp%L&N0>u;wSsu@c2(>&t+AK7%gkg=iDnsl#zT9IQaGEtOLB-#RY(DxPHvE342R z1OdU6+pmx?JZ*2xSCRMH*By{gQSRSq|M82|<$~Sa40j`%>f>~1sU?0xbcxA^<~mn^ z1PASHD=^XkAtf7LVguoTH(+%sx7JvIDwK;1iZOQGg== zDq1IStw6yvg(8W_#pC#9G5pOf)a9~A8ezbh0~G0SL)6Mhj7PD|?L+sd`qK|71JMIy zJ3j1nwWR&>Yj@lxC$_y%s$FRPYFRGLE^<0*Q*=yox)BCR6 zjpZ&#UBX!n0A)@(Ooc%KWx*aUqaE;kn2bd&0|dPch4ATkMGkmK2kN%~E0oN4jr!h5e>` zA&YSv`b7cwf^f8Su}cTQGE<;B1mx*s7j(s7*|}UUd=(_L;4V`%WnSjn+s$-0x9R+Q zexdFgcds^EJY14LNwHP73{dsb*f+&v`vowTq7D-(e6Wx5Aq0!(4FSNt?MTojrK;k5 zZ07^Zqs0cJpZXixEyVe#yLGqUl<(dlF{h1M&T?+^uht!TCYHJw+aF$a(byK}~!Le@R?N^v1)Aw-74rK*4%f>`*Bdx}PSA5oe6`;024Z;$i zf0e#a8at6IG$G59{MzzDar5-S-kqnmHstZci{<6g7vHR`_M{ez0kH1N$xaZ^GKKmg z(54!vH022xNYq=>QKmTcr+8y#0vZL(Q#Q4yodSm=FX9*rdjxAQ**X6Ac@|7DuI8qL5x#%Zs z0T27v0C9?5nEVmx4BG_Ioc-*-m?;e3iHe&?9R?NBI|D4QZC{lGM5@Pn08efOXx$4X zzqnsZKU$`xbg5xUQ5y318#K;Cfj*KdB|46x{51BEPZ+abxS9N6Vh zqO;pd`2u8!io5eHI@?k;_|9|(ZX@&nb5dX3NfhuEMq(Ji{KGlJES;BJ+dSlT_6jk#@n^?w7V* z4_YKPqa2_Z>MJ^lntVxkc7pHI1UH!t81R&|Q08dNd;+-GQ-Mtwu@Y@(oL+Pmb2MfSsj25s@yZ=4<-q+s; z!kw(p3RQezZ2m>BOM?4W6ow-DM$rQ|KF+6~ z2(pwJ6Wu+(#T4d07a-ifHaFH1HLm;@&r33b@Fo5dyWZ%?TU&<(Ay&O%E(H<3NAWG& zcwS!IWC+2_O2$NFzr*8S-iDtsfbloaOQQ&+j|8{KN(rhU^|-r%&fevVRL%BEZ4fHt z!2*!^4Eyw4AJJsQ^A#q=ibE0ae`O9{qon%RoyrYrkB-o6XL^Ak z2;sBA&+p$!-nwHljrs3b z&rknm$sIpz-Rs-Mm+DKqU+@>R#7l#`I&fNqnu7|68C!Y!rs43s4iWp=tJ|3mgnM}o zWDozk!~xWH!U?j`{{bdSgnsp}P5MG1=@3eUVjG>69nKv`D11Z6wP zv}z63gMX5L;BrAb`Z3qHz)b`@NBDF43?wOGH$Qs)k0b?HSbU!Ye#c3_j07k*@0~hh zmwM^;)u>zuq%f$iV`&x zir*vu-SLEf*&=M2DvnFZe@e$P1U!Q~{pO^|&-~Y&(o)1ux%p{Mi%C0ze-vHAgDSbi zQn?6HkxIDtpcX;m1AKW6f+d7z2M}gpopATF&e+`t&zJ?e^T38fh_?_>Au126oj|Ht zWAX+XIPKl0%LePqwAK|nmkI<;|6uT^AfrXrNRt*9soo*cHONyggL9%XcQI8)xxfqs zt(o=_=t<0HNLl^_hB%_YoqQ`S&RFRXW#kR0dM1z;L$Uy&iXcd&MXiEIK-#MfaYrEA zvE~#Q1APBLWz-3Xgh^}{Q5HJW1#k^ zg4pXqhgb{Lp-zgpE&}r+<-s|35R{fV0E)w+KzdOtuv`NTg2N4u7 zue>@ZAd&?~#TqLEWOhXS$Z?nzI4s)pAUchC%2K)k3nIjbH$Uy_lwEIC^!?~sJBHIy zpe^qXuy+KW1IQnt%mE&sT{iAP$*q@ja3rRYP<>w|5VqLADqoeEDN!w3V$G~{bf?oTL`g0yuVJWN_nv5{hz zc)n1(&m3D;VI^g!i|K8%d!RIJ)0Uwcy$aHf{RnA6K=7vd)Hl4p=z0nWsW~uQZ)B|< zfMzviN{oG*>R^?BLDl@^jk&(7oJ%kc;L4BYD49(N@2}l%tLj;>P~?i=80o@GFTSbe zhyVrhBjny(pxhoG+6c?+H~jLD>U%ixpd3$|FM3E-L}>zEoN-%5m{u@zp5l>*t=_MI zz6UFMLs#8CSlMN#@aZBDDj%>!bjQc=B@WaD38@tb;N|Fn=%b`bm47%NlmprHyhus5 zRb;Nb3?kIuPT85humbd{q}@MEA7@)mBVsT*_K>8dfb51q@t!QaK5H5X$P}@>ZEtb| zb_*ik21&mvh$b|?#f4=vABI^R_@QKL*+Yi`1ZeF2gN&LZtl{d_pUyW-C0#$xr-2aVIu0k3 zbzxpX2YSdLaG(_LCX8D<-Uj2ghjV!&dIkz8+>&J@t31@* z2y&sY82ZX+uL-U6f7Ce}TMr^bB&IXuF4&7Gd)PZVdn}i4tYw$yVrcfBi}o0LE+NhT zowAV${W!aMg_5~ycdJikYsE~oZmOC>!4e2*IGM`llHiw=&9nFRa>>RdWwf-AlJui- z{b6Tie#`fM5Ry8stN;OfrqSt1}?2 zh&d~ipYunsR>aiz?6mEVRl9lD);O&*7#C@6t7fWcwqEQ(Q6(+mPdr&YHdQA_zG+-| zohVzZRVoTC(r78ligZDYuCh#-i|n)hUGLQ#!%CC!fu&Zx&~lT$)KARgrrf>@`CrXr zb67p-!B5^wY+ddPGm8GH|LG{tgICPjcHP1t%V)~e_j!RmP4OY!!<4ZyL2W6zz+>G_ zn!8N4tu}cz5yV{Vg-sC6wI6q-ggb^za@caDjl zcQ~@7^qvuq2*Rc74)Zb*zR~3BYFa{9$jcZ8GaM9xoE#NF{pYqI$p-n3$&1p60Y_x$ zkLo==b@h>xt*%eB@&Z~pJ9(Fl-pbdv5-06nY?wSTVZUF23HqZpt;zzA#Z(ej z+_M~5YSA6&xzSh2$D(i54p6IB3m0=$UfKM{cTSHSZ<8_& zR_y`qZf`)Ms!a7h&mDIlO)V(R@RIc-mD19d)bQwHoB(FWyO+THvi>J4& zao@p=U1uUh!GuCbkysu!5K0cUX(FYD+EcR zCf00|={nl;)Y-Avx@Hu*{)^S{;;r;38i~H#*NwU~r>vf7D)X&q%o$8O7i&;=f`Z5L z4dZV@WL)i3whY@JQ9p2p_7vBc<#O@ShYL#lQmrAOFIBHrLDAT(&BQHT8-va-QZ^CI z{jUC4j2Hh65#EQIuN@XsR10AZXXdWKaM?xy-irFQm4$4z{2L47q7v?E1}L8&Br2kR zs^~C5u4nY6d(QrRTd3(tc~CylmiTmTNMscPxC^x)BkqRbBl{5Cmh!ld|M{yCI} z6lvNt2m(;PH#2?@!+>C-$4~H+Dzk@o+n>g5@7j3PQ9!_3>Jt8*N;Rk8hFMK9t>4eC zA0l1o`+d=*9Gv}_velBuH7>mWJdQ#r{feiP#;MJ@j!LSXWJrhH*}PgQ-ZE>M8Ip!)&1!rY6!#h+9n z)cj+iwi_Pl{|&Eu`1!Ux57kCWOv_@BsYjz(_$XUF6ZFDjf+^aQDizX8?MWRE+1Vwz zjen)(gThLLURWV%Vds=qJx3Pl8YL10XTyL1sD+QHsMsAq;wK*eRhX8OYO(H-(*db)GQ!YCdRn0&?{eph zBnH(UPV9ILW?V zZP5*yFCf^QKjUWE5W&~TstSVwxT@SfK`d{wh`}GN5IU=b1`b({!*>DgGo6`w-F7?G zNOUbsKbDobt%SQkkHDqsq~j%ih)vKVQI3)IlDg2T;Oo8{6#V(G-4qJRx`syB?ZpQa z(wD#iD#J_=4PSJr2VlkE(ei@^MPHeWbk|~eOtIA&m&fa(oCcl_dpfvzDc@RwkR(ij)W#jk7_#yDmwVe7NO8Yf_fCMJfc}k(kc>)Q%!7WCBK!u%j zX^vZ8?xB}IPHh&;f0YYNSW!lO+!z~Y)3;Ra=~>Xn5OL%&eaLGz;3hsZY4D@l$Q3mC z289QKZjjNq{*x|P&p9(M*=j;52c!_%YJTRXPWP}TvCP%cE~L00c*{q&c-;f&`0n1a ze>7m<+<=3WZn>~g0s~Mw)j~6~7a$gXbJ4B~OFadMymzb)wdV^|_&Y$B6ce0^>R$WS z%c^Gq>64F=^z8^J+83mS|8u7jVt8W%v=yC*s}qpD4Z}b-I2X_!hJG&MD9nKiWJ53g zIy6sL#h?3K!$#iyaiB}a{4BUsL!t#?tWlJGNdDEsg{@XytbIMJoxSUZnO#|&{h&CU zU6L>`0?CHz5`+X?B_GsXGV4K(&kumsHTz9-uRcDg_PilODhFLEOcM>Q7_$RJkWb-Y z#7?>M(L^Bo39?nW%mOple}UIoxmxRw&AcBrb6ugojrKC$_PY|&+haX#5{#upZ_qE8Bly`OzT`Lr%t!R zx2?{1@BxD6*%d^1ej~&uqyzS~_QrBMgpQ3Js&Di`fzb6!&0XGnhDe^qNC%VK6~K8h zd)DK4@ab6)5=;Cl*nHR=P7(OEDHtsSLGF~2OIHMqtOr74(H?FUj{_wRr90`_W%C@W zZ^R~)E-WO4@PZnPG8nn;k{5&J6k^!-pSP>TdhI9I8D4!+_7pN2>+JZDlA~sou6C@8 z@qPlhdcIzT(#*t;I#MbNL`nr`m}SQOe$9zo$uk--5tA67qfGd`Se84jyaekA8os zU@za5e7gZ;A+fKab1B}PUZ;^gM4f(Rn{Er_xIduMC%+tGa*uC~$YkInwYIs`sso%H zHYcS#^WBXCp{Ety^4CX1H&UI{o1GAyyQA!2lRp8KG~H+s1ZGa=3*)}V3=&zX5ld(9 zm>WP{$W;9dT^>Zi1*U+-*w(Own`T+}SCSe~y(!i{eeQ^o|AN?q1ylc|BQK$Q1d!tT zw=8SmzsG&QG?_htqDpF%=}V=ftFV80!peD8JZr}DpVWkMYWJi`LoBq{a})zsUFi^6{j4_VRziCON4`+{bht=z zyK*lo2{FUCD7?KUX*K?xhF!P%$y)o@aY_pri#eMww8KqtTzfTXkepPW!aj#rj}h#;s+hDGtcXwP3#KcA&>(zmJh%D zh|R6&s?#eLdwS$c!1b*0<_NN>bDH$i`J_l^+0KUa*@!Z=FZA+RN*h1+)85-&zdgv14N!Kh*_@8sOP)CuM)Gy_4`8=c#hGR-3`}%&PM7f zpWE_X@w89Tmjaiivl=#Nh+;|R!?{fcq900k@8tg63yqh#BCVEo{tLN0ZNfNTN1MDe z*JSbbp^uJ!YANxj?IqweWijY>33PQ;%8bl6u=eevYalbQ0$9ei7C%v|C*m#iqcc1W z8vp~hdx700YRbH-vvP5@=)C#%+9v7-+0b;@g~ZNin`bRzKl`{v7d6 z=c8XT(Jy1_LFRtq%fsnp#xYAvxXBSUg*(Y-M5Q>B<;5FRp!g>BI{ErUMlkL))$#_~ zqy2eIjG@^1_!O<&9k>FR3gpJC?07%Mf7N{rubh9|Z31-iFOiHqqu~j>g{3LwGDz7+ zf?t7grC66ME%>oyM`F_EGuYyjp&GVN1xUm)jX>>@bdl!;>UnuAX!a%tALOy|RJ`QB zSINTsk5XO@tbOuC=DyrJ$#hGMxg_3+RE^`IgV(8cMHoO&&(M19<01_fEjamn$ zVdmLCcDA=THH#Hym%=`JQ?d*Q^F*n>++O+yxsrECcGDLTaU~Qndg`-7Qqe+7fcUoI zX}5WLd&b-uwO;7TEB zk?^B6p(+G-o=MC5M-AQU*B#SUDyH+5*|&lA9uD3V()$axvasxYE0z8MNy(Mgq2B2Z z#a{KWKiqHjpjAGIL-AiWHPyux`cOrumZ=gdGM2P7Ood{wO^uLy+Jz&vZltN{ea z;zw(qDTKc3SFXezd4x;Q^pfmeC zMzFVrABxmS$#Qa8N#u_-+Y`l0*2FIwG3CCuUF)^ZI{-xhOauQ?&+qfcG0wuidmz_G z(K&L@@9Mv0FmPeH0G#7mSx*{h{oWX(t@*Q+*#lbs2wJB_4FAchISvut5`nsHi?m>U zkwkssCNsaT&pQx4Q%cTh|k_giht*3RA#weCZuo+$@c)(+bpJm0dh zHuRY(O@*blM>8PcigX)3T1w9IBo9B=p4a44_Wfg7h*?l0s|-A;TV2krXYjfWF8J!5 zk%a9P2jn=w7o6x5nC!Qk7UYWL-mt#sCL;gt{&_LLLfpqDaBL6vkWB0fbUY6|j0)O* zt_c@PfC~kLW48cTTQ`6@2l>>i*LHG$U+5m3v_o=1#ap+&Rgc^&4v$XhApLju4;26x zx@;=C``grN2ISN^RI_3upTGFYcQsn<2P zZhdRTA0V(yQbFdwTd)k0aH0QR0%5uSmtMjSAYN~20sQwu2nXT6Q?YgG{xeP6%9;O} zrY+D2`G5Z5wYOyc}lc#>PCo|cQ2@_u(gaN;fpGSZrnN1kJ%R( zH3r#h{h(-|4`*_PGapDfoAXaN*x;j>j7m2|%j zk0k%jdcBJP-p+;bb@m}e*MA9|rNG;eRlRs>7V@_6-H51XV@!+)O_=r7BElpnFZRPJ z4nv`g)U^hL2$=XBs*jq%utqUo=iR+mS05*7ttf#@3!Xs$Vc8T90t1o3h$ z>K1VmKClmxWVUs#QEX}pBg3Jl3>1XBeqR(ypktr`Vz4j~$GTn9G0J7KsDZ<=vilJvTIwIQ&|`^kdG#%^#oV*_J@Q^eB;3`j2_P~G37{L@3FQlGJa3^S3w4%pJ;2nj9x+K%a{;+^W{Z== zsxUp(7Vtj;E-*YB0sXf#4#mCBQV6A8S_8eEBY-IgvY*#b_;?E0U20^&1*8T{)@$c| zG*rQQPT4YZfT5`by`+VSZ+dj&2~c^>@Ti_!0l-pxwMIYY-fDzpajMhL0qNt+{g(H0 zYp?GI{_l0ceNchBhg9GKT;XL7MLf3qgh%qb<(ZC z#uQmE=(TAfs5O%CXu1i3+Z4i=sL;%FF#~`;w_QDEz;4NT+katMrlRlXu;=nk=B0%GHwUW2X0!T_B`6=iMsoIGwiQdlU0#V{95MmrteB!~j zfky_)kV{JJd{#ORFgk3=I6hARHRhcDZl1A8WdkN7&t+^oOmR=Y#;q}S-7WvmJP z`KQXLsJi_9(OM_Pg>T0gWfu*H17r1Ccf_4Acp9bTixQfhklpcVl<2@M~sVL?+q*^{N<%Qz|6) z>JceJ%C92=BFX{T$A^KGh^ zRrm(ddlUDjY!>a2jYv-cZzQk_3iekjxDalkX~D;ytyFZuCGCpG|RUtgDe1|&` zs}j||6UUGgqgo{JK@|`K$Biv1bN3VC4=-zy(Mb9%k1GvX9Bp*7&k&gun4~LvMLP0g zFsn*_8ULbH_^?$wvrnm5HwCk_FONiQ%YKs9@N*oTMmA|*jy*VGS$LUVF*367$nv7q zTG7$=ejBO~-(rO!;kW*g3LepEomVpaSZ#QGD-q)wPC8m-ny<0b1N*gyJ?WJ`jL*$w zN@}iTgubqqsxP6Uit0f8d-wU;qIcn%tI)O!mEgDETY&!VOetNZiCc^cO@Ybe-+!hd z%&{q&xrbscgD#=XJ<#njsnhps`8aNADzK)pKLR@=+17EBpO>Ybgqx~dfM&?4(C`3O zO^W7jpVrN9ZW-%G5cF&J5@8P7H-^}S=C%hcxUyvbS@$eWy%}VRaIi+HQ%>-ELeu-- zxI^tcS@OdVy1{L_!{OEE+j{obisDk@DHT}{V(%@`sHbFiseNc@)L%Tj$KC)t2f!R zkU$)pQ^Uu)&r{_aWrkxut${kT_(V;Qr)Vr9a4OZEadCM?&Tfk36`yl5<5jg8)wb4!eY z&?KMlO)AGO^m7|PBVX$t=aLW2SSNxueVO4N><9a0js!lknmK2u3|-*(=PXD*fTpb# zNQ$)e-?;bNNeR=s~#^UcGqUFMAA>2o={YPJ;+sAL@(>@L1Y%Ra* zo~3rC8K_HU^TUE;2|=s0lE;yt$Lj@zrZV5ugW4alB(*NuxjFc$J+E}PZ(i^#jH7#b zEljOavxQ9jfMYhOgSd@5H1e8jMhUn_k-?ZT}AHys0L(|H|{v8mZNvs7~8T$JhTN+o=Z zPhVY_xZQ9ZA9r~{_V7CN#-na=y-M5zTn%z)X9O@3h39K+aHwpY9@TuEZlR%Qm3huhtGmzM z>9p<&NJvSCU1U_!!@(fMhjgWadx4eD58l-*gC-9ZJ524HABw2pB3|ApFH1T%G0m(8 zuA*m8kz12XfEWf`C(`PdV$w8n(7FkjY!G)Cu=#<^Wyv^)9Zbpls#s)efY)0vPAjX3 zh??(a#ItlpnGB~qE-x}kMee%4F6dcI*I<2_~i?(b&*h-YAMsx;~2?ip7J%$$o? z8E_+xYwGcbWsD+it^xOp$Iq8KHq0iwh!mct!XI*owR4F!$IqLmUzn$fq{Y)v-ZO1h z!&~?j^JQ|iu8CC5r#oV*&{LEAk26Ry%5>fxK^pRtAD6k(L3WYG$tvnJF6mxB#Q4V2 zUMVhB{`A?WmSr73)+j8|a`Lw2xXQjIScD$>D95dXNX~&Wgi^TCC%3s`()vPP zdmI*|RV2>Ob(m$RcG|%h%=k&E-dmy+WX_LUaFJ7POUvt1niZG@K%U(-x@OyTl3g!Y zp-fBb1L+h`L3x#ztYa#L1a=j55ijsw@8A{j2@z&z4uzB^2+mJR2Bjb!x$3h!pILqR zF7|BtOlYblI{clOs0B_njX^tmy>+M5tFi@#{9AGZYRHjeKMZ?yxYxKoJ3e$FCrcia z1jB8d`YOCsNWO4u>tXH8mmoa+A$u)GP-xyXG^ERC;Y2kch^W#VAZS)&!>p{PUUkVp zW9i?;GncNMJD)urTE6-*ie8}sa!#xiw~_^2E#D`B2b*%t@~Dj?CT*<{>ZOUk2&3o8 zY`qDWR~{E+he+ceP~$S9^1#!Y|*1UHo{cT3G|3RG``7^)lW7jj(VJr$Q0?s7nf z^S|vnbE&<5`NMO)10v-@f_P)|(xA6Ta9Zo>Q@xO-X1{g#vT7gz)}rGgx*=(T2}YWEv(r*B zBHbHB=Qhu0IAp%5&f52^S|KCG7nHA^SHgtv$%2F-XFibrNd@ACKpq8^Hj{O>ZPiZJ z|Hj;cUFAy3gg%l8Kc#3YUsOA;JR6--`%+1$^>lVPnbNKrp@x(TXf;kl&~c!pm`_($#8VQlPvqm6rUr491lWB2T z41JU>%4dEt85vY|x-|m-4-dJ0fpPQc`qzSbpL`K)Kc71`ca$V=*rL^SMRp-@^U;pN zFPhjy+%wS!m4H15Xoh5!AwCqIXF@Au9}b*herA?cC|1DLjyJOw%fRF8G>x#k2H_CQ z>SAx)tC@=)w1&029Q6cEDA5ZM=XKOVnzag$Q8rI)=q)NLYkub_wdmwM&}KIhL}*|J za1gQkhH^NvzI4FF%t8&w#AGg|)tUIKZ0$-Nc8?bnYrd;E!I{jdIXe>Xn322ZrS@BM zRjC;2{3~v<$VhUm=1;?;oLXHQr+T`1*4io36ATUg@^3D|ef71(?2#%bC0A{83^rc6QD!JT;pSVozw%7FihRB z)M;I7+!*all|UwRO@BS{EzydE&a868$*GvKsjx~#N)r(6*BZDSL6vj#P?L(XFlZpg zT)mQ))CZ07`$SQdXKm;N>%cAcgD(9OYI3rjTB|UFN)DqMI z%B#rzAt-DaRB=G+f?=$&$FJuNWjfm)3Iwz$r^~R?qt^sSLEV z@^)v-UmT7sR79{5poxA1c z(w^d_5=3UKc6seGKa|)8{RA6KaR4Y5aF`gqU>CidG_1?ZGR{ue;zi_5kt{f|V4q#x zkCD`vuH{8xt%NP5)%f?+Yn@>v2r2>K&7+DlFo;+)<@PDN(6F}ha=sp?c$W**{?Tp- zic9tW7f9ljM>62p<2Xq%qyG4r4gqh%TsyB{W#9v*Z9X3M=1L<=r3H#HWPl@U6$R;D zsn^-gSgKyuY5-NH-YcG%Xm2m~@W_-hKF>4Jbq{!aX7}74mcYQa;ZzBC@D#0e*9YVt zO#GC()>7;2de#wlh|#8oC3#fl8b;dNejea#Ao-&D1NQ%OEvm7Lq4Y~2_^zbKr+YGS z6+C{p=s96m#AP6^#cY{GuAE7$wVbRd1qa|wENvpxy}10>pjN`o=W|rOwR{G?Q#@SN zoQ?7#!Z9a)7Y9kQSUWc;JrAFHo~Knfo=xQFel{6QaT^Cd{fi(G8&{hUi_(QnIL(n$ zU_bV@-c6II_oliw`7M{(|CuF>tE%wYg<)&1QWwWBJ5$##VxU$)dr|+%qq851<<=|` zrdsJ@GP?KRR-WD)Q8;)Pl75yosU@hNmz<#g+`MuSKhwmiw9|1N#7{;pgnE?-Ay{+N zqkW@3#pq9(4&MyWhs`y^1zbPk#adr;*54nb)0t98S9O^Suh64XPd>YkkgdEXKITFn z;+htzJQxRsz=(x5Y`U^cujZ_r3=rF9Y@N_2UB-cv3B;zIZA z4oXAl#>!*uEZk3Hdjdb$?|q0I-8zcfy^A2EljfnJ#UZtE*12jvO{05?2gS~5)UQJL zRWaaQGOJxWfP=}m=^}k2m{<3AADD3(pVHg_oZc*Wzbe+C8u~=NeEureXCa8%o8QM( z%BIuKP(g`_3G5GPR`7%T9tnkeB3{Xo0jLQk6AjL4Q4!GVV;r%H%E(N>HM2=Nx|qR4 z6P*{2e8&XKV?5rqc50u=#5RgnnXnUz2>>!$oMY7@V(J{PaAgY@|w!tFegK&G!rAxO$LFzd`c;%}xEplc}!# z&;i0$Ls%U$<$}@Uq02p?X|Xo2YkCY^CtHnn+7ma4P0|==`guUDTd6t???hS2a$0fE z6*ud)P$RRxypZXqW;`d)JJBgSI}YNnT@`gK+o08au~FH>$a5yA4Fl?ZuLoSut0rXm zqg$c+7y>!b_)VWS?{u~Nv~^`sH(ObwJyRWZn0M=Yf*c)^EpVQ(pCjj5cyNITy%bm+ zV`+H#<7*4C8%#Xs@<4Gzjpa7=BrP)Rn-GE#{`_j<-8+1HZ`#LBJXuolM2dJ!e!eTl z{hLkE#uO_L^^3Bh@lZwO`j6X?Q{)*thR z(GgDltuXVe1LQ@H;J#2JFScES&>JOYg9~La=l|6nV<5i=y_dbCk$+5Sg-7wyL2zIA z1m0~AM|i?3FyQjg&M5h9cfWZuGvGq6qp^Px_&rg3A?Q98Yj@-C3*AGyf^9(^|1RF< zzxE;%7l`jl|3OGZtmSLC&^xr;2_(b)4Gw{SokDP5o((Mj1NWr_7gCWi{VhrO>z5da zVeQD9_!;<2_-XIA}Fx0HPX%&-j4|pQez^3lqC`W_rYe6Ilp^K|2e35OcbU`JTpFkleNPhb`xmD; zO{p`1VU{7C=zc!}*B z{T`pR(FA=i3uHntR7&HcO~4}pA%vFO_%`r}KtV3iSk&}iA+(*u15^x@zRK*!zw;RN z1f04Gl*?RD;9gjQuAA#S5^976E)~w*T&P4cKY5W*3hpO8SKYqK0OiM@z$ie>0O$*Z z|7cdfDZWT!JqMo85r=(xeDT(AF*HxqBpg7yk&udbM9{83l_uLX>Ws(wDhQ&bBc!>A zj*eQSh#VkCgr5DnSe*?j0BY@epi+;>q0x)Delh8S|Km6R1}Bi5)wI^XDeMP~2*~ zAY4Cpi%TYsIXc<}y&U$hA{t>;O8u4DWxw-$%v)b=)lslZa03wsOANjZGJSVwA;E=j zVvAC#Ve3eGdq(S_!^gssm?NUC8u;;DEiE#QsG}=)Z%O`sp+8}BRk4Kx%!K>mfPq2J zZ=0a%0(!%U8kl7|Wbzkh30fQ`=VOh+qs`G}V=P8mPollhM{v%@hJpXWqNf3?Iz_?i z^$`&x1HD#|*{v3OT&8;-W_Uu2*O18sv4ncWbFMA&(v1SM-g9TMv$ti$xq|)$WP8$s zo{s2^eeCg53b2XCAf+3NyedD6R70#liyUyso3cTu;eDel$wpDpPUuN~<>Zl9(cZ4_ z9Z~;2mI%rE0w-(Cp4;rGozE^>e0!64yc4>dx^R4;`As&>u7H#^65e1DzBH0}XlRxMfG;5k3_IBgx$6iYD8md2##3 z%(u<1ua*UKCJ`q_)x>&xSOdLm%L9cyP)R$BbHx%O7!bjBNAC{royI@V&o8Ac)8pRq z4sz1))kt-qI|V|SN^qpDumxby6rF+$XW>W5NaprqgPLd`XOARAhp0-vWBg5KDMBVl zlc;GO;=el@z~sZ*UO@kk&JMSk*_xW4u))@ekasq!@i;mNt%eI58~XQ2$)A9tH2qB` zuO%2wx&+aAB*mz|^6(csZdg%N2-&E!aaKrja$!a?ED z#xz4Qy$xP=q|_0D)km}9zKvcQ4NGNC&b|Jx=VeF(=c5opYzVz%4?xL3rx>aYor2no zzS|11tvnCBmsg(A-pHCBHz|n@L)#|x+c)XMk`v%$3<%fr`ghRym<8iA5IFAS!lE!G`o%D{ z*zA_~@FIqD$xPm!h6W0!bb~mxrUEdOje-cwAWwBv<8|TlQL8YG`_h)M7;>URK>Ud$ zFr^-;2!TJ5{xO`^AkDOouyQvmT-9(aX-27vp8w86_d>*O1J`f91VujZCuf-1K*bX% z0D*UPrICtQLat|Y2-@&k7D`4|_-4zJsWCxs5&nlE00oYjcpzM{F`TFNTWQ}tGAQT{ z|2hLt7-Ny$(x5e~iqqeAECL8W$MsU!<*i*3fLr)~-F*+y@U#nj){WBT_X-fg%TFgo zfyECIU?i6&LMsj5Tz~=;w6-FN&>^^|xb4Tz8g}GKZ(=6IjYG+1gcv;Q-Csgyr6hGm zNzsYuICQ8HCp-WlED4B$&Gfl&3V0@WrR`vbZZL;t$G1%l#y&84Nzswg$7i4Z@er^R zK6&hd_Op$&JO*w5tGZd?@3}O@9h2hjm-u_WH#CBft2Yl{sdp`wd30$6$>EOt6B9X1 z!IPU6nEu->&me^`W|5dZQ(Z+ZEUKkWHvbQ<3NGGOT5tXN*3C_m6RzAkNKUAq5T5WG z6I|F=(7mr>=Lk0mDW&zV#aP|@Qbrn{Yea?6lO}vt6%g|=jC|p>f5orW`tYW2m6d4x z70jVRkjBO5XTwNWix8^(`g0MKl0|~1INJXTFA2+`Y8zj4YwIj;e$DF^q7OAxQu}wn ztN#@COGuY72Vs)KzrVo{1SgAYY0~!Z5d8nwkKjcV=4un>VgX6$M&JEIb>rz^gJ7fA z{Tt9A2NU-7H$*NgWC8u|9tm(pxgy*F8*;cOg5kHeD&a+WWgLO#j#9TJ$2Ng%9DV85$lbHsm*Q8FD4+NCg5IYLElh`r#wMn# z-<&nab!i5$F31d5z|RDocC}Lm%pOP4P#_Y17msHN0+69jQ)w9)GX}l-Fn*79S3CJJ zh@q}ek!94uz-kr#99}9D8Gw;N^a_e{-#`sTH3MP{=n@05>$|37w<46*?UXsb_)v2K zrLY}}RB09Nfbx_+fNqfmu*wP82;ggxU@U4CzE%d@*oLGd>zp>kH@ zj3tIfL#@5R@a!v>Ie@w}0{IH+e(2=*Iw&7TIrcbj)$g`mP%FvY9t?gQn;O(&oS2D8 zEead3I9TdD*(Ce(WmRSoaPOmB(jE}$Bu@hY3nmVjPd*FIQq3KPFf(#j_r8adIez#C zN9FGgveV8$iKRRjFiXY~+#InNV`i;9z&rv~HUX%KV@}Y1bAib@DO0EfM2}4E@gjey zJkw=mWstAVRV=>Ta6GuF8{{XlR2c%5oUD$Xd4^)$OT11gRVkjR7ZFrZ$pVMt1hLZ& z!}prQH1hJEISZ4cOg^@V>?+U>>p-@lkp~Eea}Y_l@3|xT@cwyZVjfPuXkGbawOxj) z0U-R8p`iTyjKr|YSN3TDcD^-f8BU6@RC}ZUG>o1t)17$v*gEXBD%L(OQGR73o?%EG z6#acchDl}V4-O!pasY5M_KYm{+j2-Jhy_0TIj79D#<~l54FSi=44Ty!?b8ncFJ?k{Kc-ST3a!IB-Vs+lyG ztaTta%aA>$bo>wYA_E4zY|FSiNt>E@!Xcq)Pen}#%%ug!&f0%%V|MfZ+zL&Yw;*FU z{#DGJ?vi!iqZ5|Lgq*B1YIweCNeK_X)YGK`Urr5KAC*~lQ1;Gwn$WBbd)vAP=cHlm z&4D{j)5OoF`5aj?pD&pXfmB<@DlK1-gT2yC?$7sJtRE{r`Zs_9BO)p26)ABsxtp=M zkCwz?vMcooHu8dWL^xX(=$ru)(&1qH>QcBCsN%Q}&zX0m-&P6(qiA>I+L7>_M(-0m zJA0_LUGE$%frauHo>$?jI@6tNBvU_cM0MM94O%Ur4lsob-E#ds+e|N$6^272Ui~iOpRLR@OSK zcXk6h@sP=9tA3IZfES!EW;Zzg!#DW&H>}&!jNrbXhRirGLU(q{BEcSn7hS0->2Ttj zKi!W=x#k(bIr9v6eYQEGMw|sXsrM=(7`U-IA_@poL~IYCI_LM+VU0Z2>LNk^?JMaN z0*!#*mM5A(Xg3_ht#9w81&$H;{8fx=4n65k{@q7=bmey zq^OIJoa^0KcU;g}fmWhS*hO(G@-ZBE0IL*N3NF$q+jq@ z>Flk$b1<%j`$4FtLl~1b_QzY&O+3k#35Ukt$SQZS>N`Hg*+!E`ODQ=RyNmSzPsKrb z#h6**DJ+l&pu7yFUz@neDq9g9!1JZMK?gq1J%Xw;g5*V8+zu#ZdNc}*vvXD2ZyQo)C&dw9a7g{mIPb^1DwYj*hEH_N!F*Y1yE>o_N%eo zVo@bzHfg5`?W3)Gdj%Er$L?fT%sd}unDG~Y6(9OaBwh;|OZnbKF1hL?GjI4o&>@rG zs4Z4S!EI;WL}}P@o=i45a`o3bm+i89Zo5J$-B9{$rU1|Gp1Ssrplg#%(`sdSO$uPd zV==BX*TFf&P2#I>!7;NyMq35Ni;$`DT@LNro|8eWmZKArKq!ZeIYsIK9$BOM4(@vudiR8L_0MKDPC?q85|;gQ39wBGVexszZ8G89pKB&y z_>#-IP`Yn!s`9?c%|Y<8x%4Dxy8gb(nN^j1UYjeDQJ zfd*#r9V$P^ydwL;s-!Xu2>N|vM;H@MqJd@s<*nk-vFR;1`njdl4UpyBG6_GIz&COO z|JrO>*gtip`!VwmTvxK+kTI!nJ&xLp^H11(61aL3^x#Z~c|ET(j6mDSAHDAYF0O9o z=?YpDR1#*zZn)IBSOwqZC8Ip2LxKY|vd=ZFAjyj+Vz1$(FSzE|Z^Ie4rs@H$-fLTX zzQ>>r1AB2c!EkwfWon^U_?=L|zhwp_v3UcLC2MaK@!Rv%_p^K`S#)_NZ)Su=Tu#Kp zl-P-Hh8E$SGHwUzXk*5J_MyrM^?mbU6^dcA|AW2v4#)D3|AxP5YS~Fh-&vV?z@%;51_x=5^L)Ud)=lMB5 zpZ9#dUhlKcaD00%{Nzk-*{~0k0ZkE8-%|yiR$Nz_Z7X&M&d_ItmzOEv8@mA7MM6G? zY4Mr$dZu;#p_MvO9TBqhh}NOmiaak!ZT3yq&Vbi_!h=B73*I(}+9q305l=@ogxWg} zttq{LS9RNKsy+2xE_q3(^d3Fq*p#nPPow4vj;m9pi1vP8wXXk_z6P0Ck}o7E?#7}2 z%szBT;t8?=1&n}nD^L}e|d}31(SWgMSPdtP)o_FFsQ5tSQuSSI~(x)b;wLX_0uS6&HQ2tY{=Aw!^ z;m`*o)?!QGzKlp}rLCuCtDPD@)#Y*-`c3z~rP*~(p&bXwNBarc)#{EcQw^~cgpcxO zrAKFK_EJA4;3=hpEH=0qlJsAp34`dHb>n9D=S260J*hxuK>XzTUOCp&H z_yQh7^VaFh`Ve_Jddqgg%atkhAaRh}cY6Ne-fILLJZ%?MWyMI|g$yGdOG|-btEPOU zxpJIrtqW?x=UW=J_pmP(WV3i zU?fxvvFWpLU99`OX3e51@lRCBAzyeq>{lXY-wo|m{v)FSGkQG7oy-z<@=G6AkHfi7 z4V3p+kN@cLQiJ9<)U&&nC&Od4B37HXN~C{0iUHU-!-aL(qQpe4ysY^*9YTk-X;hVA zpC(2^w`I_5X+2ibFX^MMDZ|95F1PcZEm3g`$p;J4M{Kn`CLn0j%h~`JbCLI%lrc^2 zJgb(@PtZLG@mzu6VRSYDe!YG{;rO4o5BuN}B9ET32l`XUVS^MR zh)GFYZ#<$8B+P2`l8NrOL6Bs2YT6H)kUsMree#tz$i`yb^Y}MqW9W8A^gF95llQy` zMhdpl!)C88@QzR}D_91ilTpO7j#nQd7<9@QAPHYSWZ=vrK~+d^7$W~^wa?fbb{hY` zWdAzAFoifcHO-9H!Q?rRXAYCygvNj?9<|xflB7ly8YElt5mf=f&oJ2$sp>xVpM+r@ z0E9@YxgCaJud@xWASWSgFL~<~B3V(<70OH+AX2nW-45x*8W)1wQb`5XBS#=zsl=BX zK&S|Hh?c>Zcrvw1Vg2uWX`il zW!bFwv8l#A7OFx?9plMs;8bq(EGOoc7EL>f>3dBpTNh;&()Ym#Uu$ZwWP%v0^V+GjF*Z*GvDSb&breO zr-BPJCux1S$fOj1exYzYt(sZ&lRd~$8y)#N+LDMs@*&Jpmu^4`|NOC#6t;#h8@NCh z*s$XDSpYC)x4eRQv-jcm6QP!yAXfK-(AKu?Gk{Pcj3Cq+>X$P1Ce%BiWT3@X-z*SD*cL}J4k~kCKgzl@#f66FUuaVICV$lkdF;Kmb_-@ueuuiBQE-98 zT?a4KDTnox)fVTW-Zsq@s-_Xu1ciQp62SbGj}q&OR`g&3BO~^dTVN%Ca|VVpxf)nw zdiLIdJ}r|Vf^6h~jI1bS{uu$od}|@wza6pmj_MIe<@!*IXtUGCK+e?xaV4lkYwF=A zsh)tx(`I5!N$!O7DH%v zoSbJI9C`s@c+f(M?u7KsonV6Ss04E){TL=+tT$I8y28|4Mz4k2Krq-(Zk@lxM7h$J zzE*b10_;T|+4ydO35eM4j610J3LgwySvFsRp*(A(-pWXW%qNqjd<~lU^HY5y<+{BG zxgsJR&roeb)!XRe8mws&)7(5F7L}}$+*!G~sS3IH)SHD~!ynoO&JB%oEB8C?BgEe1 zZ>V~%-G3^ib))$W&X*0_DJ}*A)%WiE!&i2dxuJBjZQpCZCN_~;dRe!z_9EqM&j zR|BxXV#T)SHRi11F}hiBkj{H{#|tLdbt|L&Nt~XJDhROd>>4`xqL`HW< z<+WTOFb1Yxqe;|IWi`sANKM!m33!ubitUa)-ib-=yN;smm4#2;J(XM)Gcsj>nk84w7kfUcMFPsrkTuz`P~6+&dJ zD)OB7_sy4OcP=(7$!j^xw*W-$^GvdA^5r&gT~KAItU~B<^}?$rEPi{QS(N4nco6qf z@f-f9a<+wfxE24u3H2P<7vCz4bLst!`z~OiG9I*4g;JRV7&R16rwC*m-@@(!J>m0e zX#?<#VBj;Lx&u0>dF+x}>)^1oAx>Fj`$JjYa>y>f;X<&eTB3WEdMs!EcS=2v4nPz~ zVOZzehy$j8Ldezv^qLSRswUUm(_?JGB2L1o4s5^p_Gmyo1;sx+DPP-04I1dPj(VgB zFN2mL(i)BOR5V`$%smLV4THkH5OmeoD8#miAAe#8nk!I4l*hl&5+CP$sJ+i&AlqW3 z5jdX@d*1YcZ=T--w{+feKoyv`P}u+i!fomah^r$5+a%xZi9j)s-*8R_KDu({NVDL~ zu^5KYKW}_11@b)$ftCLG$0v7tHsm9OK;Vv2&}QB(GmhLI4H>-VN`)bcoe*og5_^R1 z7Q{Ml^KW_Y{9(KEDtZZS!S8L&<=r(vBu2iG0H;LE<^#o_r~Vx|yXZp|fbnX`}mmV``s_NK-m>O4R+0pcTsv>ib4bk7$d)XT2x0+3O$-K_Yo z_BhxjB~V_A7e5t;&m;u8upNuZS<>%9VN^>~W@@Lsz~(}K9v2Uc`s z69_+G3J_IDFG#0IoBd#hLF8%@Nbdo1UgKBXRN&dY-@S1K>?CnMQ>F1u;OS-7bU`|@ z*jBXB;?N4AJSZ`jN62rn&HlIzXVH%cVYibK_pK0w!!0$-(3p9@+70_5OvI`1uM)+! z`*86G*De2{i$Gm(X1IP6W(i&Qng%2rwR$=q$6j;pECMhdCpk3*W)RJQpeV`UXZ9yc z&>KKXw#hPknhCIlZ%R3b%qopOdEOm-?z+cuD#4{HmK3h8w;l6b>%G9-uc^st1VBfZ z{lNRuWjVeX7VUg%P43w1{SY~{5~K{Db$e3=Z3aBt*Du6#R_Bv4~=jzCfxB=_4X2 z=)pjNK`iJpjM;&%*@GrQm3{|UWkenql6wSj&>aw-G0>8Q#gx~Fa7wUK*7yM)Ee&vp zP(#fJ^%odsYBYInPlI#>iEO>CSW`_~ZLL+TouI)l`x$1lbBZvw4vzu&S08{Q{LCuL zFobB`kG2Su1hgK0I|u`7WMJgEE=ksmj?G{I;1T&lfXr2O-5OL5zfwCcefw~2>dYg8 zUY5^oD^C%-F`7yUEu))CNPDgc6pzXI+vcHX*^qKr3pa|nWHMftZr%V!?H zjT%xx5_ur++O?_~UT2luQ}Bv?@sA!-SEkQ=1D&RIU=Er_Jc5I%;%%o?&~*6tX$819 zXmr|@0Q(sDI%k}nMR8zu1|ZfNj?`cJsVEfI@}T0ERnw>h=0fn z&EHx#PipTKOsRTB&MQ}Nd``TqhH>w*0njN*dy$1KS(*3Ie0_GEzC(TX!h^@4Su^@{ zWBNND0>CI}6Oj163PT^?()6vxOgh}ivD;h*+RkdzkGxIGr)RVX!NLFeUiV2$NI z?hzOQqh#m;kHq~+syQkKZWN>vycc88{KpXB{-0w`gMxkMo-T_CMRJA2`O)wc`Bs(q z^be?UL~C~GF=M%mk(^^K=lhe>E8SX|50tIioNx3aEIzQPpdsvKV{$ZpJ{|)dLMvVb zfC>Wb4PgWhajKnKG`>wKIz<3M=W6ZEA4v3ZE?YK!RB}7O=(7XV1GunPl5mizLVy_1 zouJ<{g6<{)*a(=CGcpx`Hfi!>81!lgXid1W5votr9dX_(kfE-D^WZgU|7`Rl2GOJe z9rotW(}*^%uQVI#q!raTUmMvGP1CZa(lzxU2 zT2Zk8HBJhvZqy`?2()cR6Q}Cx_2eL12aBbZNGSXEec>VKtts@m0C?wuW{yG+3)jE~ zOt5jYJ;s$U#>u1}@Ocm1_yZ!UzOs1!`6-y%z(s5 zKqZE>Su5jxYG9N14^;XkYca={c5wyesR_3<+BWrbeE_iUs97}L45Gr}M&X z2-haQ|1{p(uU^5*8gG;LE5;Kj7;%LKj1@wEv8l50WbTha-!(3Fm(<`K$cNKf%eo#yL_o$ zizZn)IXVvDK7egg5BbuC5N*H+L!mYC{z>k!E8Zld2TL@}3*vfD8AujrF9RpyUx1a@ zXgCy1j?aqkN7hek)7Eff3R+5_>yn9dRp;81V2BMk;v^goyB5ptDwzn`TDkZ1gU3ji z2ht^>B4`c30}%Js4WQ;R2@de{lucHf2EB&R!=o>rmLIS)sJx;6{cuvp2Gg;jjf^8mJOC9357>UvECp&I zA3lFjJ*|~%QF&du+mFB~|Cs@G#dYPOv!l!AX3UhTQ|=Y1qdL+3hYW<&i$oL8?x=a~ zH1qgye#>cX!cv>uXajScaiQ`h?2ZeCP=s#c-Lo$E8nKi%y8M3+t`UOViATx zRd47;^7xSUp7+_scC|TXBuY;62`r;u5+4m4@qGoFozWmNqd`TE*#wcA`eOD{;CUTL zH{DyF3+XYDhch3Ry zi~ZVIe`}&uu`XV$4=^75VN&2qOS;!YCVFi0m6dz=Hq0+wriuP=NBuR?p-x_|S{a3g z8r-I;$O{27#a!=iaB^3llYMM0Q!Q0X!OT+4;c6>G@swDWwPYVj=0hp5D^>ga`-X?t z*B6XMjHB%MhEEQMJ4~&v^&2N=w)GlMEEX3`8R8jd-{6lAoq8zG(|+ffevezdpKop& zQmDAO`Qd%!=rkuWN1X1)tSc1OjnYtRI0ug4(}+6%vk&Khx{9cEU)t5C8gC&8Axnoq za>1AVf+J(f>Aaz_l#5!LLSNVmidnhh#RT>G`d{*NKm4xW1N9d=ddqvBiRI}lm6#Pv z(~CNnKN07{oR&)7*%^{p+?}f*!8fAZhc}#EcRNEteiG=TvAknR>2jA;?Ku{-AJ=mG zWsX*zQf1e^l3@I-=hhcatEs-_Ix7aeujLenIjTin^VE+|3FLo3dth}pVd90-1y!-F zyWYBe(PKxCOldq+2HF|&GV8fQ#EE!40>Y8NzwsDuU`7-#oyI90!s1Ig)QQ-^eakh=Q=@yD`d{(tMfid zNye++tWOGd+(~th6~m;b`jnarD-^dQ@pBj`bF#LcTne28CT%Qm)9=! zQT8y$kY+2z#ae6RwODWS z-4m0W=cRY8uMg?;Lq{KK^vaWm(2E6dyiHo&NrCZcZ>xM-rVEDx0d}Bs^Zh3i)I2(Q z1eRKR&}m~fDm83^RqL+J^F@}VChZrX>&EB_bTs+w zKkjhHB!VjW1MJylC^iyzZG1f}{F=DTesyzWvB(eZ6CAk2O`9;&EJ>+cI%pJi*O|QM zOca@GxGLFHT7J&=XiNH(UEiuN*->W4=FcnQ7wCU)aO53CA3kzq%I+)8lMXh(Oih8c zmg6CnuW%aIqn18OOP(D8^jD1iGGGrjmdZtjq#wu^0R{}(5>lh)**#ArCG}O+?giN2 z%|9Mh-|Fj#bdx@`YDYw^j~kXQ4tFJn`|AKdL{bvVEP3;-EsyT%0M3=;y7S6=?m+@} ztKGooC;IPUkv7NSFqGc!M{wBP)OA_f$BXJ=T8+tlEqCh8rSi&>RcyOWDSHiqvsq>> z*IW28YhQV^3B**!j*i{>fH)lS=Q?p>cAhak5PZ|AbuKd!`zl%kI~#$+FeEqodfDtl z-;}GF4O$13Q--?AEm!2c|K5@=D){)l*~RC%itq?poK~8mHeeV`pangH+~%liQ7ExN z2lS>yq_gSKlk3oj^dtUsksP}WY@hYmPN38T`Dfhon--qzg%tHWiLuIsa3Q-V37uY=ZoIlD4+MNb6t#D8({RSrGkbQmhSq^oZ@l%AWg!ldnJ0r9p=ap z>{n;ry{FH?o<2q9X7B_9LsbwxJ0OxOjh6slwg_g7l2&&~=_W50E*4Za=5%dB>PGjX zC0%EwG02x`5Ti7$vxX*R`J@~!GYN@SA3ly5wr=R7xy*AND(hc*1dEeqJlShlfM~h}7rilBP5^^Si1#HzM%d4z;%lxjO=0iY6 zw&k<}Q-CT+%$IioLs&K}y!hozwn9PYTUV;kTT3f#McQkGS8g&!Ar{<^3AfYE_FPdQ z*PoZY4=0(HCf__F)yPO5eP{|mjJ@lVRuY=oP_NhR0!-C1vYNU!HwhO<{WQuI&k84J z&$ntoYRLE@TpxoL6TI!%e%Fiz zI_S)MF+{Tg!z}MO57mkio>}_FKX&uLk&GPCzEe|ClP%}*r=oOFr6kJCH=^-q`Ntj^ISP!NQ7-?xyJ zO_ELIuvB9xtc0bVfH5n*dA;+W(9EXv;Qhm3&=Mqg;VJmM(|TojoOOJ(46fBd*>Rg# zAEy$oeP9bTvW(t&@z{>1mZzDN6Cxxb%`mrP^nFWZyt@3kXmRxV8lcw}QRIjunQEGa zpDfR1P$2LvK54i*KV}6PODSe<`Tc41T^H-Da|T!4Txrpqhe>#;RK;~S@&{7a5-tOC z=i#Ru53!xYig;-y@Y11}n^r04+GP*+`nH0%o3lMPdvs|Xby!O^mqiBOIENNzB*RUIvwe!))H z?{LB6G%O$+4fV*4aoy8;+v89Dj6y6TaMaW0(k<`74uF zMRp|w5_Dl6mvNrbuOJ17vg>|svzQLoJ2rs1(>;PVeWBm1J8#Vy^PNv}EN$0*;F5ub zxHwA4l>yD%GJ!4v!M3ipBNdoOqTTUw+U!0P*P=DTNs0<4BrI$JtCpS3#RBG3q!66j z8vJgxR3{-p{pPf*h|EzxlWQA4qDX{mqLKpYwV_t=qdw=sYmzeU@`IjB_vn=g6F=oX zm|J^By>=&npHjmDCNz}qKZwEzg|vtq#e~^o6Yr%{uQa%_!QuD7(`-)5<==gy(qHoy zYkkd=pR}nPCnF6e1LrYOlfEoQRP`djLz0$E>{;{9%+{3VVX;|GUM}}a+EGQhfvm%0 zCA3%$2Zsag%f+@$sI#=f7ozgVv@znvm;H4^3(kzSX-p)%^Y)nPI&u19bT3KQD6lH| zBlnGTmLKJBB{C-XYoioWAehlkrBZhC;%;^87(#nn30_6KSNT;;L`Q)&y>R3WpOo&F zjXO>nkExd{B+!^Ah(7B?ayjQT_Bp~x)mdfcQ0)d6&_qvdM-B+xjE!1z$H$p1Dv7E4 zQ60Kf{!AbmTmfjB2bytuEofGE>-Do#4-<^%0W(lSPKM2KbY*X7ZV9j2wKf)CoLy)0 z!ZS#CPp4?$kzJxYmz`rrvFW9gA6*F8mQvPV`lnXp7KGK^N9NE1rW_F(`E8U$8_FGb zEc77e@WEYp0);c?mQD@g^p4W~!zfic^Fh6Hu)FN7tYM&b^ znJ`pS%HJPGdoKc^uB+=t{xEeqo(zm#f%2e}on>y8ps?F?Sl=20n<&Eb#G)PY(-rQm zf((iX3?xC*y3K3*e@K({+zIF4QH=6oX|Y3E4Z7VgCZ8r-bTQ~^uLKXVI&yHVLT07M zU$7*nv4*Cc5AI|w?pd0Gp;&0{sbK3OzXG?4%Z}KWPBK}fQPG~4M@iWaI3U_Us@t(W!G+E2vsheeGdH8l>Bd!mmW{GofnL*lqDubz6| zNzJS78td5V#n@hp4DzDr95_utbRy}Kay#p`Sw?i2+~o5W8MpR@V{vD6+!C_)kM4G2 zH}>^A&}Q0cX^zvfWIwyS}SH z3^DDGYq-1I46Muf5Lg%e{qcFbUN;heorf4N^!(YsAsG^8(i7qL2AO=d2>KhCAXg(k z_-y-{Vr;m75?}kYa#` z?rqnhhz^2ynw+BnPDp)dh=7$@U?B2VT+|QDNYt$nWCmKc?7ZqZLS%~_LTH6*oX1XG zsOWoHRYi|Hd~}Q`1t+E=gtdxVFNH1;)8>YnG_*1*8wruUprA$L zRP##jK80dpTeko93vUpB&Ej=>5kiMoXSkV-N1zZ^z3cM`OyGZh;l!CmsC^r(x{bG~}ex1n$H?qbXp8ja-MsFNI8Mo#5Of|dI zVGD@j9z^qzNmOTfmt#4-W9YkawHUTH2G9?l@We5+)_gti3E8})muk_*FVcXU^s~Ezh9X+s9Ue}^s-h_HLqw5 zcRgqV7`K#)#)22FRJOms(5LaB6YCJE$gR(anxAsR+}+SvL}k3vGcZ4tI)!XzvQXs!;~2i6B?4M!h*J3EH7lq&XrHq4`^VGXTftz07O{-7AnEreH zw>Ft2oKwrFNiAC_RX{t}Ta6qT00TT-CK#sm8B` zx87Egf~a+oSd3W`g6K!WEKk;~icU8HRlu)uHEAC@cg0!Mht!Q$n__WhaRQTYy1a}} zY+=bE``OOgv4JVKI%^=olL@fYJ}3$=9}(#lK)602Zbhu)I9YKj898#kM@kggye&~B z)kWsi<=^?3%TiP61m1@2Tt|ffj*$~xE98VwGv?m(cbsEl@a%n%m<$!>A8Q*U`(StF zUZL?eNBLJf?PovZj=T>{Li>pmopd|a(DfM9p>&-w!pix!p;7nQbGbq66%rpL`GASM z=I+{~$i~eTqw&6v()Yw@Pz=s=Z7pn1c752NtnvXVes7yuO93~AwJFDwL`kyLDl$DV zkX;99HX+?RIDH|!=GrQ3R}f=zv;=j*+W;lwNvlE8m!{>0(WY2OpZ?{rTC?@;ktf^^ z04I~FbzDF%tQ9urOf6ETBh`HP4T4YvNn9FL1a00*_5e8VqMpY}6j{8rPzO9Qw<&7T z!GTi`DX{3AVRCC5qWe2$@$i9_CwC|lEfT*Pgqc1;WSpQ!38X|c%&|zz(jEOEQaCRF z$rfZwUC<1M)|eTTmyADsF;I~}b|ve%&oG=5B(o7U>+J4F)d0cL0g#(+`5^#80*>q| zo=}E-lyGU>Une$g7R1U+KtE3E;<_2aE{ zx2?U2c%~=&-rku|@%lvOG#`nGE`g95G5`XKE69*M5<7gStE!uvxoGvH5C=36yPUoH zvSe%#z|@H9loEe5VrsTdi987eNr^rtYX|K?3?IVi$EupB(h_%~o^bQ|eN7@b2bjT_ zv3TD>QFy*nqi8Bw2zc$k6T$P-|D1GqzjP*R20#SD*j96>l$%ba$wdjTe>+SqW03IR zwiDMi*a{>^OSqOGvpOTN;>UCJ%w#$4@Jh)MnXdw z3P%G_9`^VwqHXIn@&OcnJHsRI2mIsG%Zhj?kfA9%PJ;?QBW%A^0Sv-dr|;I~_pbXC z_ikIv6NrEG&od_XEDFQS{=klP)^?uRJ`}&rvcDW;L2=}lD0iI6mgU=r^8xyQBySkE zJbO1hrZ$Ioi@rd=;9PM^VGl?;!DNUh zAbLi<{!0S-9jXP7P$R$(L*Oj;1|icMb=q8XGF1Cp?LijM$Qd%xeHAB6&zb$8wi{0^ z0y-r!J?sp*HlTr~dRLMQ7CH}8S~P%kEot_mu_o`wQp@MixVoH3jR!yz&J%mC$0ZIy zrx(iX8cTH`D*`YBdZ-OFURtQShV2%BtQ8JZcT!)#%ql@0Hrbu}!Pb^$WrL906Hg(z z2L|M=E&!AU(v;?0vDJC#>&Qc+6bawi9kHHJ)%mjS5jgk61;phS0g+b8q6v5g(AU*2 zycYU5R&^;uDrK1Ng5(;&@x>+smw~ zW!Zwfr-{rqq*PPDUuE~@D}p_QNe1*j4XNegGa9dVy_RS_h>*R%WHzWH$rQZWWxzt@ zwZGrD{}8mPs36DEIj{-D9C>EIJG00OVoRVzNck93s<&L(Sb^vPgThY~hn{#%psMD_ zy`@xj30TWy&Qp{ll}KN@$EvU3bXU3Sq&NR)f_05BLwz48%6p_baAiS>2P$x*K$=A$ zHbsjCQ_0Y~E~V-QJSYMWP1W36D$ekSmmc@>U11$y?k-N&6hR_i`C!U%G4H*66jf7O z+mfb3cen`JjTUJf`#7y(D&x=DLA7B6I@HX8EIS3pt>nR_74mpMnKbwKeLpF1VX~ev zalLPI)d|R}y)bc1m`Ud@&*XHurfuGMnslncfz49SBc%`irk6;z7Oe)$Xi#aD)zi1J zkX>5eW(p}cg2^z>zppcX<=PU0BWX|7^Sh1+U-;oR`W@ZfnSw-66Y`A5>jLezHS!y< zOE}bQpdpEL&$jRnZ2?}SGfsIBV9;865W$) zpa3VxH2!cQ`q{~qZ+MQclc@UFp&C z6dm3L1lwNhRdQoMw>g`ymiCrv98Y})5S2>kB5F&Ebd7SQWkc`#W=$J@-xW|91iD*J;_13-WSskxA-a45Yho3kkI8xrJ?|c1 z6-(M77?8d~EuK&q)nL=N3R)?p)!B{xd5cc#V>*~sdk(d)v_68qg8d=@4aI}S1$!YO z)7b}`#{RKo954_z0ekQZ(6f)}&V6QgWO_Ilpo-LUgt6}O*RCQ5)Qj9_>fq2Y@hh9d zdPBwfJ;11*1;Lds01<$~0Dcgw?g(V+=>U9ZXqo9S8#OI-x95+{Ke86AjDXRWd))c4 z%o6s7XB|06G0^DmfP*%mD$~f}&D&$4RCsYgD9URN*|0gmzQj~;f0B}R9mwssX+D;< zfX=$P>>(7838rk@@)m#u2zZxf;io?ocu(ls#o6uZKmJz6I+<2Qv6xK636!Z3+qHryMJS-r>Z- zrk>6&`>UoSM~XzIUGOptBmGnICUX&8XRw-@-Eta|Um_~plypgQxT>Sto*}&=FFW%(+}j^>F7Og6l+0?qZ-4k zl?yqu3;mKa??D}@Z*#e?2nfqDy0soJptWAc^gcYT^pr+TD0iani`a*C;g_M&tkG>G zTa~Dfj7~#b75rs&KE;VrmG@(F4ZFu?6Pm$Eko_TaIftvqWH$#GMclobbF5OahZcFL zmVENMp`{u*pMYvZODN19<^Z(tqW>EOBVli(sU!yi(_nkOpSS-!VB}~qK3{l(%$d2uVti(?T5a?~O_FRHD z?DbE|LVISr*U~9bi?rL?(v?<4t38!|jOFyN)R`qB;LdtK`J|8|P3SA?dU)v%IPQK^ zEm~SWtywWZigbUePjuK zrDbP^HLhy68(|MFwWw&Yn)zlEm%;&Cgzhcp$j$t=bpUbcfrs(7zMx&~vCQY z>}h&vX$e%%D6W{?q{7;F*Ln3pX^ZG}PB*^KiK(#kWKFc{NLFz64yZ>Z=L8qXl~2ml@)ZyDd|G=gh*FmlOmv z8}>j+z2icIYY9V~r6%+K_ADoj9sFr{%0YMx+A7l%~cElOMoX0x+ZWHuw4eN1F{ zPros>OUww6XduTvNSg${{kaNr^HOw@Nu?b=0Z(~}qsaP*JSM{3gZ#d}`Mdoj)E|BD zewHe~_2@BXIqssfF%wkkGf*meZB6H1DP1RCm-V@5sr9uOc>2O6*%Ir?pAd`K6{`Ds zTk-lPGX5~?{u%`(?3O4_!_V{`rULyX3Viw}?KL9=H!2m+Ch6 z*N=v3LY95)`Kh1@LrXcEP#&@Dmf<%;M;`SK!L9p!=^$m-rjVav8 z(Bs(q&N}O(s#p^-Z1EM1O!0*Us53_*ZJ>gzYnnptcodGmu2M@?&2}6~$KZMf8?xz~ z9y#rn^XLun6G@)-{jA>Z%gGMI0)6iHX)#2L%f)n*vj@va{04j#?8T-u`c_nKrWYVD zu|SsTZ{f4yCIlUUXS_+Q;+N7a9zA|k8fJ9ED~E)Fs8iMHMPV{6!AIE$e(sT5-Nmv} zX(oaOQE{{c_5Bi>xy9{;rU6S|?F45cbc7lqI<&ais15kIl-g4f5HKJ?A{%aV|!_tsu<`@;0X@K8ywraK&z3KnW3Sq*ql&t4qp^sOCrMn9y%1 zmR=8BV>zVA$VP~$U6odq`kp+li=y2XG-X6X2zT&sTn}66)n?RHZZ*x-#JWn4o=~sL z(}{gAYqP1|Y6+8%Shor>-LEdYx>^|n;Hvzx=}gmOrK{}|viYj1`%Pb96;^l)v0lt1 zou|0dvQZ*}k+e5*iPw`Hh;@6cM})p85OO@miRAj>V)8j0Wd4>(^bU;WdS3*uRwB|{ zpJMg2;LKr;KKY&Y1lYgi3t%b+e@L#LN_DulBzgbX%S8?$$8LAo6*c-T=$hIYqA7ZM z(++4_oU@4$D74c_HL!b8`M5`swd0N*i^1SNs>j9mI+)#I7YvJR+6cajoRSd~L37@#nQ1Bsz{M zvwZ>;K~{VYQ08YCYvrDD=*s1AEe1cdjtuPTx|N?zsI#yANtbE5FSC2+;nXVe-DYKH zM_RGbDfv=n(rvwnoNv(VoU_Ixh+*S;A89RSNk~AwUjgf zB?IVD-aGrB&b)`yMGvy0mWxRXKLaH!t0><%u(_+t`l@iq6`IJG?GOXz#`9|B1}p`O zT@unq@jO36{>tYX!=^y<64e#GL#bs23SNJMFIC(eyFO*#6Ph}(A_+~p9GF*q^8(!gIXCf1rF_kYNU~d%pWW_G+l6qEg{CSmK@qKNxryoH z;kw!s8&FvrPM4KWxtKFrOjYLDjlH`Ztjvb9T2~*UDqYS`MD|3-eAeo7*Fwy-eh1cZ z?pECX95Y{;6Sp<9IpN}=yDrXp4h|(`CYj_|v3X$K2BuK5a}K9#1$g5wgIdG}R3{jV zz9Hf^V5O^rxL7E8?<2TcXi>6i3#6ptfq7qTFBd*#&TC=)qyS=W1k=gQ6O_{0Q^2Zd z9aTf{T6NTS4w-P~AV5h~G8&e-gA#$xW)n2qWvQR8@PDr5>7rw~W<-h?WB&QuAxRs? zbbxl)fP{#jR|(y)q@+?B_G>YO?TX{tshk8}FjMitoJP@-x4I0U6?6be6I*T*W|tsH z(w5to6I-2o%Lbn%eaX5OA;b?Kbe@x*UQ2L-_NV!Z+d5R1ro$#C#5pk zNWQNoP~s&}Kd#{bB%PC*y_ldH)48rAetyMeh6sxq#39Q$+e_myW#f=?BCNOIE^`2$ zc7oWC@tUXuN{K|8f4am@&sJlta9v~r>*JBvFjt&Y>^pb&H(fxaD9{4jt5;gJh~dpdA<4LJjb~%sR`>G?+Gl5Xws19gCmiA}-zv;J*Ns z&Rn%62*MlfwEhmis-h!vNmW&qT;(!@&y7wGWAQEiK)XYS?cvl_TixovrY=|ItJPFq zYdV33XI_LPCw9q7hBS)!$)!~=t(QBB4+~Gb#KvMfkUX`}GRWL2Eo3kPW z3s%M^QRW$C7Vw)f(}jG=TGiU_2`GPM+CR<1hI2TRz1bC_%|E=J!LS(#krlaV;)HsB4Y0jfDa#(=J#_%($U5GS)!koIf)S?FD?JJ4(9~n%`TU5;l$>= zafDoUFmEFr*a1-WN?tN>EL8Uzfu!{j%wk`z!rpf5rm7F(5?%*-=LXb~DzgOuYhbIl ziqsmGSuJ#O-xPQ`5n>0#HaHJ&!a^X}ThL}|$$N(6mzP%WnB@0*-TFYCx^;!6*LPJI z8D7@>20d*ripA}(-m#yf9 zwKmPr%NnrZ-el){p=46-iQB<0?0*}R`*Ej*4ImO52ykwCkGvP2{{X&iWCdx0BWUs$ z^9Fi6IcRa+x;4a^^~ze>tb=wbTZaMm`edw_ub0me#ECGC$D2H}%bTqeU=(-+RZ6H{ z5lP;iH_@c>P&+4y2 zG)z*j&z!1+_?tcVSB!mLW-OR~w0$NklNVVb+73PBIcpjSkqqt7`CFFd?9R}a=XK&D}WbdJ@uq8 z_FI7#lu$7t-mzT-y`+YBWk&ToKsI>sIgwmNnyLF}zk_`i&4(gjTgJxf@(j7(sL~Tg z%nmzKk}pCefcf4(>|a2@%pQe6L$)1bL)U@EqB^^-jUZbm;C9zQH6tbG7!qQ3SH3bz z&PgcnwZ`yMeMhW{V$wwbbFeuH=Cw<)(wCY+MPfhVuaCB^1CxZ($4NedKU24M?Ue-y zi$&6BY=KubKg0=8OsD|utc+qUw-6jOnb*L_2FRmC=HB8dtMM{u$^;4nwnS30)I`(W z&2DM=I`)ubcVh|`_3Rk1jg56y)whTQ#3^P2EPtRiun)1Y4+-(Gz#XT(00UEvP}Jup zy*lPGW@{&SyA{@xhmd+W!)O=KFA(>NeuCcT0{%VscCWuL*a`Zf*VVj~L`UU9xtI!% zEJ2-Mpn7%$$rwO7;=Z7BL$B6~*~&!?j2(GYxu;#{vV*y_(`;B@_@#SNc8e_-(--FU z81gBbdOI}k@>(vI?<3#Wkl_G7kzHS~3v|aeL zP*LEiF^Rx%yagt2+us$AS;--%E^=#vc-{x_+4-2{zB9&21Vp~q50K1$>H&E=lwVQ7 zMU(dtPd={ym^?IHc3=cab1x-29he~KFMqZFFvY{K3}GgOKAa_#)%Op(rRiK-~~vxhh~z98dq;JaGbS$wcuK9^^S9{(wlx@aRna5OmH`A3aV!^@s!re7*IH%e8DJN(l)Nw=o0%m z*o*ND$Tx_Sn-Y`qrNsfZ3!zI8bXdQ8d+hsa`yF`sZywgL;}cbo(yl@5&#kSWFsSwN zmreKc%?b%&UxLgaH}>{&dS~l@VhfJ8RAZF9vF+Ept>w|1=kw>2b>>^T0?WqsW0%A= zeG=l*cJT>pKLcdmuK1@Jge(MeWf5I$?q!%sE1A!v+3T2>PZCE;Oowyw5RFEwXgw^0 zjr}|;mA2b-;r>LcI|1=?PoNNu!lgAcvWot0nrIIMw3I=0$y?s+e9cQ)_I44MLC+n% z`lQl---I$-V0rp!?0V6_*-c&U9sDSSr?$@^+jD*O=zt|wIo;aU2EekvrrAmh`f_}r zuw+$kZ$jC7!z$%8o+Z)~vVlUkmfcnCO)+~bR;p(6Jhq2m^;-(f7>#-2vI$rb$5sde zWupbJ38qjb>cde^juUO}XzCi$qNUQ#F;XFnyE_7?#87WqqZ9*tt)tE{w0k;DBW5vi z7g)<#bP8(!iwUXTVIkOC3t(6Y2~{>pnj(G+(sWIADHeYY1 zqu!B+jf1XBJ`J$aKA*~h%kq8ZdHhYJ0{>#Zz=^7(CfQmKwu%N5-SdrA8v z6Ggo%rR9xCBQ5wmnb`d{SO154ZyNn7lj*f#bhWwxrL-1VXM zdMpDyni*7L;eh166Z0&suYj{b$~oKvb`&emYkOu>7gL1wy^-&j*1x&wIi_M+aK8@{ zkJNeuJGbpuGQ44HS(e3k+7X^rsG%b*T6?1Bn0bU-)ta5RNXqkldH(#EC}S7fQ;R#L zbxDm$y=4a@f_aKKh0NP?Q6VGG%-7Gf#=QK4j6E`U9Kx~s)8*=m#dP|aQXeFC+!y?w z%S~MC#llGOy;hCWpNWz~buaoV)#Q6YN(f`92`q$ZhWMJ>5 z1yKLF_nU`-075|l%V1(i{^noOMzrxk+Z$V=H#LJG`BS$Yu17QBAn4mpMC5UsZ-KNT z!w$fQqc*E0t@~s*RZO;C(Z+pGL$~*xOD^&`5u=7^lWgD-1;_oSB8Vy- zm|=XkCi#&m;>Y>l@1%iz>y!3N(wXI)_ZeXTPWUW=UY0ydl6%@dQ(L)%+l`+URI;?>h%5XJ_E z7pg~lK0fjJ`^gh#T91FPi0BmYugm@GV5-y3!i^YgJo~QpWs5X`|I5sUZ(r&C^TzZ} zwpD*Q8(M4)FrOaMt9cj!aN-vvM+ML%&!eb5v~}XY9zBRYK>Yq~)&nR%cs4a1RaJD^ zJ`xQ!E|EmN<*F~Nz}CqOfIwC4&P%$mN$-mw|K&@4gdEt4dMtf=KHt^{&e1- z*8gge3e?Ynep4u%MfV>-H~TqZg`IRCh>nGBA8y-pQJjhtb}e;>)WFEf+;eJmdbcOjlS-EVtp`yTls$Qxa}SLJU)!wz#>fQG+=x@bto zK{dK7$+un$_eGcZZ{GquR1b5*yW-W?p)gs5IWehGd|`*LQDq4Fm9Q;oh}`_-!fiX# zP?tQEZf4y;z}(1xH1yyIvF1Zi{R?z%I5TrRFF`fz0?Y50nkz{o$GZ&l2jn}vnfG?g zu1k!l{IMxLJdj>r0^CUU#ON-%M$Yi>GP9^EZizdC951Tze%GDwmuUTFW%6vwZ4(XT zD4~n_pu*A)l;*UEDBz%PyjV-p{C!&%0ixkXXbV46R=KOFOI2wIhhxhcA38Gkby~Rj zq|jUgsGaHCV{y?4(RZ7k;KD}irX+*VHE=wd6iChb;(vc_A5P|xxti%hz@=k@RCvm@ zMJd3+@^(MG%6e|}_k}wTq6Y}y2PZj(+ivZd-yDps1v>2#N!IJygW%IW zh&OJ@2Rga)DD_GepC;LGi*1?>Vu!xr2nptcyv!z2{ee!beiAC|9@Li%I;#MJOh%GuJ>JwaM@ZodA>EvnACb6QW0DVD z&Dvm&clXN0%eQVM?f}}KfYE!6cRI!n^~haGCfrEJG#FG2;a%_`b!?N3wCN2iJ zbAi*s_LzW*oI%1_s!|De&Pfmffj(m?IdHK3nUr9VWzden#CKD=8cu`eB4G67yQj~9 zVs9~W?-1#7MBIIA!Km+kiF=qkC=rX@c{d1M&4 z>j`p|xX|l6Cm3GB=nd|TYXZaJkLCFKpF_!I43IL&ASmXOSJ%F&uA3Kn7&9T(&?WNh zMX;XM>yD$%A3(ovg3L~z{r8D>p<-$n>n&jS)?NGZ-Aj6AKG}|`KS6cO8qibJHUn<}2*X^w zVSSZz=%#kA#r<4wLB!blD?~$C04CYKl2k@lh=4x_Vutr=j^c0|dJ4%M&fbO&gr}KK zhp`gc_G5gGEzD~F3i?7>fA*{z_&6{8E3ADFRq_aijNfMcw=;poYA}JzrAvseZoh!- z|Bh~gxK@s+bNjUKeB3At!oCjLXoqbxy<-gS!$scXn(mE0k8o)KIc1!nVYgfk{LHTm zxJc7;o}G(syTnjdC|)ldG1{>(+y8B$4i~vEM!x;2-|rU=*D2^{*d54_-}{^VaFHpl zwOsP z{5KidIy@hbZCzB+fmIq8|5v`~i)lwFUw1qKz})MiwZLtMw|!w60=M?F=iHJmQmg5| zfVj)T5BYqF8v%e&>pR0Z4dwoIA9gs)?Pqm8+%9w`ehB}^g$=or#gQh%<^)AGX+(78 z|Kam@0o6vJmZ7S2c^{4zo5IZnYvT^Yjm+5vw$74TEz4cgq$fwyoK9h^ow zTWWeR61&DJ?-EPUZo?tUfUkJ9nc3u22u*K=7NNE7As%=j9j)?`bHCAk+bk&~gO$vjov*;pj26?Z1I3EfI zf|#Bt0t6$1pIo#o4%}tf&u5C393$Y)m=G%=AdvO9wX%p5B|F%8;!lPUgiLnal_6|z z&kY@2LEAtV@Z49XFl zD>)V67)y^>K^CZtgt4y1?GG0-<7hJ2h~c?Pgr(b{&8^Ra$wuz~-TQ9O`##V2^Zoqz z_Mx!aoo|A*Sp$QwU&P)~P9882At{*o8A-|z=K&+#HU)x5Lu|V$;bh+p_`gwyoI>3& zR^fhcBjmy2QVXlx-;tNv`g+7)$86QD)$8L|th>n1BeCSOVRMg_#vliMyxYJ;2qnC~ zf-dDkNHNWuKq+@ zILy7g^#_l2BSm_?V+Ta%6O9|}^p$?^Cr6n!)VqhB=$=_XXRI^w)I%1V+jpJcY)s22 zqi4q(M75+VUqAh)PdG5@`ViX4V_d9&Ph zz13{=ihD3aV9HfKyYok@`V??Y@cuy=2+T8&GV?pmVsE53u*^LIufXWnGB>&O5fP(^ z#L5{2sWsl6$5ShGbXR8WRy6wiHgI*2ccq@E*0J+IZ^&U7{{TX{eSk^(|`PT^kN8$optQ{BT(nz+qOm9H(!phup1??DxuxQ3&9MOr_++ zQBD~7{-lpKPkI2ewl$2n$ju696`GaTFYIb^IebL*6r-st{ZjJqgu1Xe*9%~wzU>!0 zk3qf$?L14@*<3RRK`R$}1|js%RIC0-d-J(ssA(5t@mw#zhb0m=x{}j+PNXlV&Isy( z9&=)bPYYFE_-*oD-%ioMssKOjNsCbZ|FZiUCEPU5lsxYDEdMDY1vE(&%CvEsbIZlm z3{sS}T87!|)U1>Jyu1;$yJB@m&=YjHbXzsraFpHBoFbLW!l6J>P;F4yy;OT~w)WR& O@OdjKHSu!7LEgVXO<|A# diff --git a/diagrams/data-structures.graffle b/diagrams/data-structures.graffle index c9d048a6a8652bc136af1830aacdc84d0d5b9683..55fbe4c4a301d04e35b1bee4f6b5dbd713dbd512 100644 GIT binary patch literal 208274 zcmV)7K*zsOO9KQH000080ANEnRdxVDqbLvn08SwQ015yA0AyiwVJ>iNX>)YtSb2OK z<(Ymz$-3=$j2t_1Vk0nDAr>>E(UkzPd^`A-EIYOwF_Ome#PWkE7vSMDP>BAHa1Pow=5-@=oEMNs2*uep%PzLLu94M%OW55ZOupX+Q8a99n zYG5O5f?BA9W5Er_!SPTJC%}nt5}XXDz-Qo8I1M&K19;$cpn-u7=+wVm`0K%6AGRV8 zg+WNdBz}`1>8%vxV7G3m!ZcpZz+UX_L`&^^9zHb>=VMQl>?!v3KypW)B1&qfG%hEo z%65g%O|;0V=_x@{V}g>C@* z3$2nWDncKh5fYRuGQ}$@-c)%hCA3eAX(1m@sp7eK&zX{Qvt6PzDWp56&{`XFxLZz( z<#HS`R3c4z- z11+Ys@e2<|#JvR^+Heor7C-8UrtUs{p$lX6$db+++(j2Zi^%AA*LTb33flTRcqyF~ zib(A2<};F@E&wyutBAOz;uSiwu!R0;J}auT`ZzT@eZpBWBWa^8=TE#Fkrb53grJRB zIDORD(atu_t#RE`i}S49P+yORY`idZmz+X2j%eI%Lf1{^hX;zj9nxJXD~Q|Dk&?30k2IgPxp#8inv#n_$)3$lys|jPozs2FB*;FV0;cYj!0oUD(4FQJ9{EcvZ~5ch06o51-1^R z;>EC&ClGgS3xH4sFk-GR=6M?j2-C zCXyYoY#8r1xB8+{cKhy;p&mNiIn)}C>_(fmJ=vM&_5*MxoHaO}m3ei532JjT{<&v6 z0L{=6&ExLTv2%Wg@r3XbV7;7|?ToYQy{=NWbizdpsJV2PN$U52`OYxluwREkZ4I>NnktPJgq3m1)aUa zk%@x&P|;$n$k+iPqj9ZG;irU=5m}y!@!4r1zeBShn9icy6(7*W;b!0y)ah$($RjSS zrCq-zCwJi$1vXoPs-K%{U;?y<^=)=H1Xw)JZ+6cGd;t%3_&J})H$SgAeU9aVo81hn z-DPRN7uy`|ou9uMCcX|L?1IVRW?nj%&%2rWMksvhx4lzn*r?y&7%a`Q4Rol1<=l*S z3+vzFNu7a<^)$rHw zH}EyM2KK?Vm{hMrJVm%3Tle5E0^f#*F{wTR{|x_vtw%ALM$qC}JU$1VWM(8ht;*r_ zuIaoQi)rGKj~5(JP`KeHJ}+p%jp#r}MOBlbijT?g@PIs{YhA1$rK8QLGgDHbt3w}m zxLpy`8cD_q_aZqyh0=@SsVxDc0xuTCq^hun77?XWOPIygj1;;x{fJ{?&Sm-8NQ%ci ziL)1n8^QVIX}ua4JzEfRQCYVbM!nlTEp)bM)9E6tud`E13ww4J$r_WzbRjJ+PNOXe zbtqokWxflmfw(S+y^>xgj4o3|sysGFZ+6r3FTf3OBisc0;bwI80r)!H0e25{w#1q= zkL3p=>MUlcsIW&JY{sOH+FymlM53}fFPWf5QB;EYXWfuX#PSn7Mr16nD)OXo z5N?O)V2i@fMbZ z?Roe|_$T-dd>0;q?_t%}rPUhzE-iA!bP=i1Wo=y$@><7eMB;P#sI0Xqdwrw%o{@*O z7;J1RgvaoLqehnegvp2TXi?=(O}Wo>FScKT$Kd<$IQ#&ffFHt>@D$dTPs1~K{8#u9 z9-~+oN?K}+2svIUOkCM?{>l1%6lq>MU&JtJWN{Z_ZA z6_hGksxxvNwVt^jv%#H=!o8@o_pnE{S+f zP4HNisI+@9iPiITw=BsGm~*DHys~xPK8FKju`Ekwx5gDA&H8-tj3Nk<)<|L=!n1C5 zY8=ZqtoDTTqCNJ<(^$Ch$pA~+wn0Tn;|I0V!f?8U7!@n~Qj3VX)@fSA+8p2DQVuZJdIYG6| z&2g;9$AtVrKg+Uoz|S#$t(f6FK0jjVWqdx`7YZ^uo-|teLQ9|EN<2S=qXgE*lNbq$MlRV=b1Yv?G;;5!Es3V8i&5Z~#78dUzE2Z7^4fsoJVMPU61m5=fG{S1fiDs+J3 zG~*@cs>rd#eGrb2>gUM@;vzNhI@w4zky=vMuk@bMbP{R zS`b0oQUHzfXd=P|LxBKNkMVkS7Sb$I)yw()T!`_9Lb|lD9)?>4jiI@fd4hNeM|>Xv z?O7eNyGQ^5v;66N5TGtG;fZyZu`ZzDD z49ZNv$LW}%rOzK&Gq;no$TrgW34zx1=}re-az@16tQBVFmFeIi(oQ-^C+S~I2hr8z zE5LXH!2m}GgKRM1Mc8yv41_#h)cqhG;_$8y?NL6xtj9|SXhho^U@=?xmayASdP$#_ z56)i72VJC_^bkw{zj(_1vhnrxT7v__?j2fVd*Va4eJKh2>2e=M77ii{cOVN#k%ePA z3mG=x@%ciuFX;DUVG`2byjOosWI0bT#4KZBXeA3{WQYuZ0t-hH)X`5d3B|m+76YxT z!IeO`&Ox}+2-i5mHKD)Xu|W^&Ij2#P!CcI0^kRKjS0YYK!0Tl(J?npq;!6S(T+|Gt z=tq(>Pm(0HhRzG97uHX^&d2nBq4R4Ay=kRtsALzJBw3;^R}BQq&xS&5i1zyeG>5>g zm6Z`o&&rAsqtF+`qKjtyOfcjNU`AM`8dF3ec}+E>CDo8gj_lS{M)Ce#1S6Ck=-TuNr=DtTvu*Jj>W+Oc>8IUShn` zc)RiMj6XEKXne)^OXGVb){+xT!X>>WnG&_+f|AQht}EGJa+`^m%%)OPxvA15n^e=R z>3q|*rkhN+m~J=SVY<_Fm+5ZP{iX*@51Sq_ec$w|=?&9crgzOXX3pGb?l#BFJIz_M zVxBi&Y`)t3HS-hZC(TcppEkc|DYqPBaaoSHoMz!HK1;w7u|zE~OTu!Fg}0HxgVu+wPg`HI zzG{8j`a7G$R%2_hZLzi6BDO(W+_u}M+U9JZvt4An%yz5oUfYAV@7Nx(J#Kr-cF^{Q z?LGTOd!5~DKhxf1Z?|{Z2ka4h)IMk*v+uOa_6zNo+pn?TV!zFPpZ#0*N9<48k2p+@ zYR3rDcGE)^U^LTaKSPUUB@~@wVf4rKgwrOPfnOO1n!3 zN{33*rMt?;%kpKjW#^ZDzU;EHtIDn}+gEm7+5KhTE_=M}iL$rWaqGhC+SZ-Du5aB~ z`FMH0{JipO%D+pMP!&`awUKgD4Hay~wu+95RE1D+X~n^cpH;kC@p{FZ6(2akS>~*A zZg4VAzwm*s^>3^Hu)*dk zcWrW==sMZe=xTLc@4CZvuj_lRAGi*>4!I7yj=0`+eNc03&3H||W>3w0&4o2rZ2Zc` z8#ms*@s5qpY^vOJ+@_N@owkYI6sm2l9jG0x9jiUJcCPl>+QYR+YTvK@u+CCP)vd3q zsXMuju4C%Fh1Vy8p>QU%u;Np9#vcJtO9KQH000080ANEnRVM*f{*W9403^f(01N;C z0B~|;c4=jIE^2UPXY9RsJXG)dKYqs8vbNZlrc$YdkUfTkq@o2;NR)lwO6gQ8B}-bU z5Yl2-S+h;4(1Hk4BU^Tp?E5Ugdu%hp`_=dJ@2~TE&7(7O&biNhZO`j@-Pf5x{zh(s zmhaKh(Si^N2-*$)gUHR0n&xTSQxLRoAG8I6AZ7^RZwt|bJ#Y#n08uu&7`oX{m|A0y zv-`|b2gyI#*Xw9#nClzREx{!9!Tt#=cS}dGp8;Nd zmM(4{5QKaTJ{R%!aG~s%f_*MGFhQ{YgR*Zuz28UKKQXmWPd|0e;e#4rpASgRW?|uG z4MA+{!RKqdEUm#fY`ehzHYY1vC$JCRL#mFB&Q@R_+!xve&T#?zl<^f#(2Qd}Z_E>O zV_H~P&+SjkGPN=9vUPWHusHMosE+^M934Do@39fQ*lgT(9|Zq`c_F^pJL}HvJDu3C zH@k0ZHFf^fzK!Q@gV}vccMX%-eJhJyx^ve$?B6@Pf67)%XKox1ox`*HC*3s<&F;H7 zADp|_DK`!E*?kK)>U}-!4dy<#IjJ)@zK_jequG5gTf_ac`|kFKbgAcP%zf_Wd2nw2 zC!Mr+QtzuZC%dCNjl8xxbJu#<9Ns-Ay9IUrC!N%(W4a%io14|iU7FN$4Cc;v@z^>x${ptXwQA_?saJHS`Xlm)NA$UbZBR>M}Kx7+6!qzYaj#20rG&{APYzfvW1+W zlO88eQ+yQCaCSN4W@~NZu|^$4*~v9JPL>i|*GO-ZmWCio%uc(+AkS1RB6vPhKl4j~ zAeC2SGC7a>*`6;D^x`-Kv1C#|+hhts%R3;bG~d$G&1?EIN;p9b5DUZ!aY6jhYDfgy z1c^h^kQ}58sX?019!L*53>iaakR@aTIf9vcL+7B2&{gOLbQ8J@J%FO2I4B-UfnGw{ zP(JhqDuzBmU!WSO4r+qhAUxCujX;wK1cC{{j#!1@N1zZJ5Ml^vgaSepp^4awIEXMt z97k9qoDiOfa|l1g4a6nh=}hUY>0If2=q}R*)7_(cM3+pLMfZm86I~5m6CIvz7zrU+kvzz?NO7bB zQUj@nG(nz1x*^Xa1CU|JN61uUF0usq71@ORg&e16q+dn9hF+XrnSM9D0lg)?EB$%; zK>7#t@$^~r@94kMH`DjglNi_;gc!salo)gvjxbm=cr#pO2xEB4kje0#p@yN2VT6&9 zk%v)~QJ!%(qcNi$<5|W)#wf-##@CFMj4h1AOiWDtOkzwbOnOWfOdd>EneHe;I&AE(o1E)Ht8K)0t7-u?X1?R8j%a(6kuCd%=`T6A$%U>YYIt-QQ4ZspsREvt~LL{@36vRvi2>hY@gtJ=62xkR~ixa_!Y zaHVjSbM%6JFRlK8o zf_!RxC;0;S()eolCivIzYx3Lkhw^9h*9*`KY!Nsh;4Sb_;Jv^vK`udMK}*2^!Iy$K zAv&QgLI;J;3dIS178({_Evzl zaIaBcrw0X ztv|OuX+3VkvJDCwY&L{%DA_Q&QFNoxM*of38#_h$M0G@cM3Y2+Y+~Pp-sHOJ(WdIn zjGGlU+i#BA{ACN>7TGN}TOzhph|!73iP?%piB)c8*s8eIY3rk{SaCLSb#X88B=Kem z9*MmYmn5FC|otJfFRch%23z<5CaK*WLegHi|29V|Jt>X7-N#6u&8 zcODKoTxYP!z|)|}kkjy(VS?eP(JrG~MomW~kN6(>WGrB8Yn)@kWMXLY)MWUm=Fz)H z+m6W|yLznFRMhme=?60bGY7K*b53&$^Yr5k$Bm9B9w%7nSv;~BKB03W@nw*7Xy?V{~Q?e*-R*^?cN z9MT+_9gjP{a$4zR@AS@jwexA`N*6Jgt1eBhO0IWZ``mQhp1LF4P2F=mxBxl&?77MF zif6Nzs#k>9n75&K`so#?olbu~v*pb7GaWu!K2OflpS3(&bZ+gri|3ks)qP{nBhH^V zUj&Q5m*KVx+85$4vRt&kSaxaKrCXPV{EYl^FAHD3aJl7*_LZco99P}0V*Qo!bjyfR8t}-3Yru2(%3R7$g;RFNhp`D!4pEF67}&#+yzzYeUhY@wZmo z^10P=d*AJ>J8SL)+!?xSe)mJz_OR%1mT=GTrh9wu<=kI?|K@$d1Dgjm5j!K&B84Ka zM~+5WMO8gidzcz69DO5tBE~l6Tda0$)}xJ&!r~a?yyDs)8$K?1qVOc)sld}4Pl?Z* zo;AfEjDMFPpOBC!lo*mkm*kn$m3%DuOUka4oK*4D*fgHB8_%KVp3l2q9Dh;!Quk$1 zxrTHI}KD_#<@G<+7 z+^4M1vY#`{WXm$k<;t@v@m5_n-elbED4t zm;4%9!ORTGCnRDWM7IKgT!A3JgHT}Z42Y?1_67(#Bs~Ko6Z0|_R&YY*a)=IrMAFeC z85k%<2*MW}hv-)@tXwOl&baD;1=BiLF6oP*vCJYnU%cTySlPE;=7ig&Wh^|reEb3% zHi~ZAyk)zroVBJ9iIHFYnW5eEcq7x$1xI zdcdvQckYIT-@E_dQQYGvPoKpnB)&|~$jr*ld6irA_TBs9lF|Duo=5=qI6uA&|-jowo&@-%+VqB?y zfXTvj)jH{m%v?J|V_&>kCL(jNkNbpMB@55`?adqdDWXkD_IH9^`aelFCm2<(I!FVe zo7#}ze+DEH$-u|}Hb!Pf%ErvXJhidRY;02-2W8`&+bDw|zzFp8^i1IY<*dtCm;XO+ z8%+AVW&n7`Bj}B(x5?*Uw;mZOf$9TKQ|c9p757A1U$aOj_4L(%^xA z>k#6h*^6OE;|U!ybWQ;K=z=tQb}klOg(9|@`}PZld0piV+(qXWle*tU23wn_)Vdut z&Ua3o44JMaLti!_Ehp_Ns`MtCDraVFZx#TRDAhdWppPDXlUQr=<5UfM?MQgkyR{|e zcAbL1qo17Yga=stIvXce#4wVf+1tEdf6gANUhaA0tCpQ83GWko8f#S3C3PH=lY0 zuYuza!e?e(Q-&t(5Xaze!JX?;zA$Q!)I>j~%sbrY$8pUOU;KSuuS1EWNEQ5}Z2~9CMZlx1F%8outhHiq10FA}6 zeAUarsH^dt*BPF_1vfIz&fa85pGjFYn=j{rX1)= zR0@D>*Wp%KCZd~jhZ@t&sBtp`)E02fIiuZ^!dLuZu5tqx3-^ku2alx&yxiV9Hi;oa zsea@7h(%o1;+TEdCucFO^=#bNlsS*N8sj*xX_kjNs`PtDVI|%uh>CtWk*nJ~Hjo3x za3%zuIIT?5jNlyQBwe)JM_7Wth9rLI0y!+hT9-Hn;h}>>BBQa4rxEtjW-7 z7Z@u`GB`yO5{GlKB8(^zAHOw?ce)E+SAcL5F_;`NAMT4@+$BV2eN3+>hg2UDT{fg%0R-KjwO>B2on`2>?hNoJHPRdbDF@jQx=5BMsE;nNCvWy)!Ymc+*69z`+aEO z!T=C2{0;&^R&s3Y1#sfVs{ic^ngEmSkuw;Mj`A=FMG>yHfeXdJOc#wI_m}pe#MI>x z?{>-cr{6kjNwsD+dVu#O8S>I=GpSzOn$PV+BO)$J4DyLRr*CyFhXt}{&a!pDv~Gy^ zwFJhrH=%LzSv_TTssJZ^QQIOH@06X9-+H+vO;{zdaYmviUofrQOaxXkv{N>Ps@y~q zd)H{?9>Kbma-T(a{o+u@0%y=B6ap0f9KE<+IDDOcsIR@I;QP#WlWU}_j&n-gJrNlu zX~!v;et7p83}R6pHC#r9LZ5au4sd1xRoN2a>7Fg-_w{(!DHp)L>@r zsP%%BT1P4rA!VjfXZs>w{io#1&QY0fyur=Tx6hHt9G^gs)S_3g09^V4CUujc&J!0T z-lv*m>@Huw^{{oTiYpZ)D#1iTY%o8}+Yaf|qz!@A6Q}8q7V#***}uDlkKz}cW2EO~ z$QJ+(Y9Z=Vue=U&`v(o@ZC6a=EJ{^~0F$qwTV>qI(6Pl87v<}Q&eGzAZ)f}#RIG6J znKi6U1W7}#akva`wy0HOIJ_E<29_yAoKbswd|4@9FKv9og!7HSR+=OO8Z|w@)ja*0 zp%dvkAn^UEE-8U@^}@E~;hdn1Qyph@L+)Kx!1ox!vqR{_!KKoTo$&n>C2G1kSaB>c zIohV7Y2lke^vPBK8ja7thcqO?Fp2+zw63K z(7Uz8u4U%cm{t@;HFe{M!_50Tn27G?ZE9TbqT=F@2J)S+C~#lb`_XfMlQlJZav*I9_UPrhVkh~Gd*dK?tfso7U3$P+Qt-u?k6*m{lRG5H_518D|vv7X&#PS&ABFvZS^rlYe z%-13f>(*umMLtxRBHwt@&JpzQPk%waNg~pCfhYODdYqT}f6$LiZT)18+!1Z^3m;ku zx7ze`)?&$!<^u@3s5u)cbR)ZCU`JtuVq;!fsuWF(qXt)#p=`i9GCSwomUjLfj-ELm zB4!|56F@i>LvN3!!T4q}^n@n)$3Ly@xh&0h`Qk{_HB` zPDp3|h%>ise(V&o#_Wlh&4DTMB=r%1QSe<;nrdZhW@%ZD{88NAhdW&Z`>S%dlzt&Y zt*bG;Xg~%R)tKUBnbTUwwOI`>E!#G5piQD=llI-n(TQXuTzy MD^dWX5sqlR@z zoutEv`->&WY=IvqZ0MCKfUR*$3P)3B$fCvw0Ju~A#|;Z;gY#^v);h*IpTf5CLs@6= zrrcKc=KY<~!|Kd3*F+F*rQ|qtsJv(Z@Jw$A0^-593w-3cKf1-1fWGxUK+jPML$dO(#{2L{_t+L=P5tT3gS zvN7`Rex*o{mL~uLW8u;*oMXI8IzwHLlayUM*5_04vi(YvlLjwRj9aG23KreUjV4eK zkULR{1^Te))!&Cp-@nhfaXK&zlwYS?P(jrC3og|K<(H2hk&#B;8r?FtZK1?ypD6qk z*Pu|Hl8Fd-q8Byzzmb7jeQA|@TZd49L2sP>El6ia$Gh5(>bj+fpbX@G2qnU23&$^6#P=rfO6Y{_iNW*|lF>FC1zw2lG0WY$9G8-Q57p2T?%hOmu-gwc&A3){0 z%CLLhTQ$aL@Q$Z(_yc-q1vp0g4$OS6*akxyO=d+8_oIem*nKvExX8qeGgJ(rCYGmc zpS&@|eILYZsRSGY=6uEW*$?xW7^VZ7pk@WcaVM(^`_o&9tZRfG|*Yz;^i&!31vY@1v_r=AceM8Wht#WPYfrX z6CDOqpWU6-8cQi^U^RNUhYY3H7FcnPbD}0j$k6vrq#4D6H!8+ix*A77AgY5afsSsb zMgb(mP}UphrcTfsXEi6To7SZ`x>Xz=x-oU~v;$IrS|FMN)Zp-T^f=?Q$qG=;P_BNt z9W#t=9InUQwXf9*C*@9(@<48wn$sHK&LPH_AI@zCLuunoK=_<3@391*GExh?CG81Z zs?pT-0J(b6C}YBYYh8Zy*+LWWR0=;68v!vZTi^ZtHN1({-=K=zfI zT)_PBfM7T&CyjK)WO!a}Hf3Xed1}p7bK9N5$|OgvNCqit43wjC<^wCMRY4utDVt(U z`$mm{=?T~BJBZtJC}wZ+(nE5b0mK{KR7FkkuDM!?5=dkyym4au_Qb4n0TGI)ylZ>C z@^t=0-&G<*q#XdrBgl}*zOR5413`~{9oJ|0NQo5LkYTSzO5^~e)}m|brUR-IN;NNz z9@uJ5hH^0ze5sG-7d%R0&SN7ti0?tcs{uw^T?yv^4FW?_D;Z!(5Xz`pRPU@QSxWs# z8uIAjGBLB4Yk>QdRS@0xOu-Cto%1*wxU)Q%1GO|^p-d0d=wn1m0Nt31CfauwSgbJJ z(VezKAK)7FmoJRxgQmRVX7k`QCD(o5QKW#Kn&}4aK2S{y#of{j>ZGiCV2uYr`;n%DN~lADFJ|O zOu-Belc7Eok$KuW3~ow|gg_GDRz3i5Gz0KSp|v0;toueMvFM4d`b?%%@WF!_-~|@; zl57LMMWysp;KHZ@aLf%o(F6}|!6y5IJG8>XufYug`=0VG0qcp$-ico@Mg8|lg&>en zZ2+(4D0rgX)ee#h@NHL6YZ_F+t%A;^rWBTnxjjfsL=!}u5s*D?N?Yb*!|(*Kdie!e zN|065z^%frq~;_!On(pW|r7_9802RNNaZ&R{unz29!!LN?kO2Out@Y2K*uKa@Q!ztI9!lh;<#P5KwPaQK7 z0qniB@+T@KjdVj6JMZmw1a=D5$&gg0oK%^?a~g(POUqUf25E3h zIXuzc_%XSL%1@bx8poOHrl8X+!4@;Uv|vw2?18vLfqR##zzr~w8K9*NJiuu_3KG=L z?bDVzl}_=-kWn~3sgDdL>Wyj-Bnngz{3Ouzq(^CQNeSqB)W-|!r||s%P~0cZiOwmr z#et{^Lk$Dh-9mvz*|f1Cy@}4~a^O-X;JjU60@n%Cm`wLlloCg2M0X!-@^#=#GQeMs zHB4JdY~5QDx|a+!QaA~o=FRlsR*=9$+gnKaz|>ks=Ep9h2X_2`u>ruDKH@v48WAGe zWXQ;UW*I#>2t_olAfD49ih;*>E z0EKQQ9R^`|1?VIm-DD0jo=+)teP~8y`$5F50Z!9|26_9y7emAO@Ac`Xyvi4ZggBbm z1!yfc`9|;fGJyKMfTG3J7679p!wK0yL;aL4M{MRU8}reFg0fH5z6fDbs2n_in5)9lzGv!j3ll^-=bp|%X;%(bcb ztID3%(i-`^#T?~Qc(aSgu7dn0!g&pie~g}BfE;||K-C%z{HCyTQVYbRD)1CvO2HhA z6)5I#Tt%8p6gZ4~@NL)gqe;awm(1x0&Km7)^dO2!YEZfoC@o6rf#esJ*L;7(!2_X zg25nu)VCw~{jhmH%(oK;{+?SAfIY}k= zu@&3Ragk75T1xSYj1!eg@cHNkgpn<6)&z6vr<4R|UuBA%Ic1e?;8OOSseHd;#Si1qbv-Uf<<-rST0v{z13cI`eUMKoX8cj4v)K&DF_ItFOHO9#C(5Bj|PE zHdj+kE8E8YQ9y)EnFeBziyHa-fbTKfet{b3+xKx|5~}F7oqaQY!=>-SbV4h~L~rAA z@k=#l7IR;r!X&xJwU_mr;v>Ruj(6-ZoD=tt{>O8E^;KD~-E9u=}wU!d1FGZ73XMt zgobr5J;G2z=7yJ=m+DQWzisIAiR`C>+B_ysBkYlV30uR>402yc-}-*eqChM@IY^S| zIZE_)UILc*j8=6QFGJ#DOrMFu>H$}ad=EIpE(bw;06kA*yb6CGx;aaO}WyD~R^ zZCX{AD2cOp!}-wLMJ#~^xX?l9R(?Qq&Gq3<11ybg6YON{f=)`8Ib6GPX6=Al>aAJ6 zuf}Z=ZM3|Yr-m7~&3oj%&aC$5wQXn=rZnNG^E5-cE-_T}BeFwOm?AqUr?%dFczKrQX|vilZc`1aOH~ z+gxvgUk?WV0EBtMq5v+LurEPcz2j&iVhZ!W(LjkM(KMTQPMb&@6rSa$a~=2PEBd6@ zC2ASCX|#si^GfZWU)hM){jekLI-R*wE~I57p>X!fIGQSl#@J^25(JYpHsmHTI>xBF zxi(e-IH^XrOuQwIkPbsjCSIxvJD*lxeWom)dw-8aTjOitSE-L^N~5KMxh>+LQsma! z?hVY}ObII*X`Q7~o^aI>gO8}4mvaBO{ip9`39L!!!nx_Zf)~#nZ^@)hSziHef~udC zD>*>v1yHa2x<02?PR>!E4b_s8I8}MsAS1tStgbEQzVzJ`QrOU^r+OEjHP1nt#sRkM z2~@lNe%d7cv@Bt(`x&0@rjM;{{eC};4j2odCn7>7dPN79z)znMUxVb1m38Z4wLWl0 zvK{KNuDO!2R{X%7bxpn9QYK2_v#H?LC(@3lDRv%D7qWQbiIsa=j4jVLcvot~8JVp> z#o;G4x!+;zXHfXY({M9f2JUv(K+5~v$JS1}&xHTTRRVFh z%Dhfw8*bcrR5DP=gUV&8WhTwFj~@CSd%MQ|Fl$C@Z%@FFcqh08XFe)8uFuF5ts0-D zpDb6}$pxTgT`CP3^c5wkgY@^Cf<~Tk4whgHV#$EedJ`O(Gl4XI2E49+8Jn)?$E!nx?X(5a=xZzxL; zjG)wvOv-BKT3cwdZ)Y{!GVqp^OIe4Z&7B7wbyBJU3C_b(NH7Hmu>>DcqK96`e^q_u z4*;Vy{8ih%o_W#;ruU{`!CaS!CKb%l97^|j&R1*Q?RNg|D{)G03wHrQ?HXdzO}kRC zI6>J#+MFplw)dHYVOA3dZN3j-t07AG|yW~SgOvMaKPPqOxl;5BcrHz&LVGK zsTfCwk^mZ}T}MBmg_I<-io^)TcYyjIc&X8W6vC<>9!5;ub4#aho*X zGzJE`8qVF%>n&*qNZEiptTmhm>3eavZ2QFva`P>{mYrKQxS9g#)K!Tk9L3Tg;*g`N z!NdB4GJ(^D;*B6nByk0h(Cd#i3P!!fp|lzoT99rlUUQ818xjya(Rn$y5cq0XG-)V$ z`e`j{v9dXHV=zj!UVoW>psHK_70-F=8%x0;ZQgJ%OMvaPitEocZoQBFd8v(!Wm9zfRJ>PSU?l(!Wm9zfRJ>PSU?l(*L28 zR86cd$jH~dp?S90t?IaNjH3eH1bw_3-MOZ5w5T!xE~)V+dXnx^x&m{bj<9QxF0qrL zbK(@vnC}(te>hC)^qY5fx;^|NDpEAp^AfIhP%;I9@(8c$n|Sz(I;QtZa#xBZ;}b{z z{1d;@{BhDb_>uxZ87XPw26}WorI7T~2jcm`jjY<=WH~38<%xZnl*dY`pC8M*VS9R_ zJ?HxA(huvEBW%VC_YAQt_&U!o0e>RBAZg5G?$(qdLpWKo5B_-^%&&%hOZmW2=7(a% z*Y~@`s+VlcJvE=oAuvk_T^MD1W=+mOuYgLrf`Y!AmNYC-ImrkDM4b`PTOJzn2MX}H zX{4Mvc`odBdZSFd)&?&`Xz<-H2KzKfJ0xH{K!(nZ7o?Mar9G@-)NR+?^jPAxi&RxI zaZX|*N-F51L?gxY0ogPLsr8DpJ;RqhC@HY->l%LjZTnqd7EoHwF+}9zdbn4!wRhd~ zyKVWlhY@$TFrMM|b&wnh8M`O1_gj3?Z~82ui-P(mKh2Ee%w*Ej9UbG^erBAXy$gUU z(oO-GLVIGS3iHM7>eh!d6W;R^xKNFLI8NHVZgou@^%gv2Xn-$|47p8xAMCjuYG}Fh zWV5}JuI`&eP2fZAa%)EdFFw4N`sn2bFzIU4@CQs3w1l_PD9!Wkla?Q*iDuH=E_^*q zt|g$r6xk1A8Qf~36V%a5`8%;KXe=W#Vq}eo>x(l#Ul2B1pAq#>eyCgOHcY(G3<-400wUmrB=h5M4N6T}ymC}vUmjcwjDYQJ%qu$yK z0Ck80dTMndeV!Y|+MW?K84nNI*mZ|3UQnk(7F3-{qrWitW^~G5Xw>_=Bsw$D+`*Bg z<=w+y{QDl!K0f&(2$1v z=TvW+S{-t>J&n8a!~XQgQjs5ZT1Q1fKGHbiSJF-_8QP7R{?^&76WP#&>{Oe0Pey*& zht&WMbe!*OQYoXg1K=KOs;9rXCNi}|GADuc5fif=;p&q7EFaa^s{in{pVxz0e7cO> z?}G;3h{#TEV{wz?I34e>HO=fJZ}4#3!8jH!A;Y!>grA!nv!9j3d~K+*4JL_<^QB}!Rum1OA5eqkUQRo5WPru{sPX8 zKiHo3G+xIWD71@%7`NW~sn{RwsHH4sc2@UIe4Q3Hu>9kgW1QH>y{XceaZ z_PAl@(%>_a6&`f<^bO!Qhuj@ea@wf7G-lU5NlCsMcofOcWS+!~Z}m$Em#3@{GXy+G zCnG;x@A}Vtn>)XYt}vmbe%ou$Y5I@86jf`swc)pXlRo9!jFfk~#QYZFM+X7LJ%&H^ z63=}gZh~lpr2?N>0Q5TVWudO|{oec4A}i%Mw3H4S8=I>{a)f^lII!FFLX+i_CEHU= z;g4Z>=wn9R;@cjjjEC7)eIaqvXi=bKBF~xfe8PMPKh|+0xmTpG4gcYERlLE+yGZo5 zg&H@#D>yg84+ z(Dtd8@*l785Kpg!)1?PqTV@EC2-6sTe)UErKu>in&ab$Rv3%2VqP9lbd{}R2JEGh+ z%=^}nqW*^McIv=`glfpptdw^91WD>)WJrThW=op_qMqW+bcBkPivyP(Th1jE+Sm_r zAhp_C0(zKK&YtuMbI+S&A$KN^3btom2^+t|b&&DR>ykZ{i+?BS{Gte?=)1FOK*qk^ zYP>=H#Q!Tc6-%VN~;%VF^ ztfohj_npZ~*%le)V-)65#76S$$TNO@#UM zk_jLqOW{r<&TM^FEJz!Bpbcs`*IH`EjynV&jvFtL>>P$WW#4{$ z#dSd@5n-`E+gabu3L+(_S;T}!WhwL40%%h=&frOFmc^rdn{fAYvFg3O0CH*829^R{ zcax~7RxgU7_|$}q~e-rBkur+O$j zlQwUK5Y8Wgu^RKSH@W9v)qt|6t)#$#0xgz{A5(XT++OUssR-zeqApDnJF=W3t7Y?R)txyC_=%_C_} z;F>zlvHt9-Z#rKwp@nbdg_H?cVvZ^;nZBeFab}v&J`OZ&Pn4P}ThAS_<3sgt17q6a zI%rlTwL#5_UaI1#dGfR2JE&P@!f|!lpDtE(&?J4@1($g(XzUrNBOQr4u_=#N3U zy`unoHYRt48$d17|yNl{Jz86pVS0hHa}&v>s*VA!?230ny?CY=*(p^(|`oD>+@#Xu~^Ax63Ln+ zH@}25s`k7o96e{5Y11=vntcuJGE2hD$Ax-g-OZ>Opma_DzWIoeR&$bzg;6o zVmKZxG>7n?eYsTo!=^`$=#E^yTyilgHoe-T%-jGg7r2A3Bu=04{Q`k`$~SEhSnCi^#SWVap8^~^m_X1 zYF+TR6yceZW7uihdowq+-kqB^@>u-=O8%3BOP%XO_g*z&%>^^FuhohoLnv>MOuoQd zX5>vz4mX_CY`pX3YJ+^MoJ?>vqWXaGjPuO8f<8mtqP;-7qwi};A5=U11O*k?zjB8( zYt~fwCl{7~xi%u?#QyME>Lz5)qn9%`niVz%N!vOMuQ4*@@$V5|w(rxZhP7f#3XMll ze?7%;)<_BGa!bCo4?Yl%;OL1>5A=#*k3i3~LXu?t9CESW9}P6H=kfBhM_L9}PtL_a zXd-b^a$-ymKP!@g?SbOvYA1vHxdc`)9_I`VO@Jp2}I7AnYQS)2xQ1 zn$>$c_plZOaYkGlZIx??w4A67p0x~P!NQ26`Qa3-28m zZEMa(h|(KRb7}ks8}-5cL=d0ZnULoqco6Fe2xvN-)A%u|%Y1+X_^gY8;Fa3^>+<=6 zUXe|5t^rryc!s>tXw6us66e(Py`%v0@K`uZNQ>S$BX9+5HEM#}bGU;fVS3oM&o?$! zY~-G6hMap|a6wW6RY%D^M@j10sNdDf(?&g<$zAjQPQ%%qmUZP{zL#V|&S0#PeDmLF z0|`khxoZjcMs^5#1zLgW+@>0n`nxG}Ac}9R$;ay{#)`L}i_oxC=RO)WT$<^Ud^7cKi9dk+)X`@<9WM-aoLLZeJ zUuK6oLir`8+ElX|Pv@+LGmf11?=;^0)>VvVq4A)Yp*h!$Nqsdn3SwTD)=2VkYO=>z z;pZ>cNDfZy(fK|t4H-0GIoGwFu}@7D!0Pigt=mOLd-GhJ3yNKrLIzMk_s>9s{C-N) zC7bB3*Jd0JkU7j*79ex>ae&OOI##(A-jlrLG1dM3rzB1eGh%G4RL`*Vpo#Eg#3>~3izVCwHNa14%G%Cd z=b@WOhHT3z$SpC2+>2(JWtdhOO3%9iK;T^v-U`U=s!qjq7wTLaW#eW;ByB-9r#yUu z0ueV{3Eu?@I+dG^OC>z@Ki`j8`y$ed)|;mK(DstkE|qXg;?;}n9ei&p*wt2b&OJ~2 zDoV=J-IDV=ZpCU2dBzH}u_PMAj3Yw{6uS<H7=Uo8OBS${^=Of`{7J{?yHy zbP8Kxqt|=e=}Y6;NNbfO8g3-pIL@F)h7gpbJu`?g?q&B|y>O6PLfQaAOupr-C|DHF z(*AgiHgjZJpjVEjp5|k_GbE*A2j!1}?Ctv|@(WYU!dWsFSea0Qe3JMLb9eUcwfH31 zrk>vB+>ecft94%k^%vo0NSe-hs%f|ZsYcBNrTkGr!7caUlxIqK9kI!{1<_BQv6>vmCbE zMrTl~EVghIlS!M+D4khgk2C0@wbU%1m>Zvtwzb*gWS%RiSRuSC_FR_#=dvuq)sl(yK-dK8 zU4-+Ip?jmmJowje+Ofj=qm$->v4i=+IgWYW=g*W;#j9M1m5+(|#)&bw3zQ9A_@q^y z6s)e8#_Apu<+(sM871xLn0{jWkarU?qKW({PSEYA+WKrXyZN zde39WwV0MlH2x74w=y+ruH=H0AXad`)1hOB=Mtt|2amJiDAn>DA36zWThCj7%q3IE zynV3@2%`T8TtXy6l<%9x%*BTdfacyE0GiuCwk}tAzbN#Ca1uh~QNuqm6Vka8gJaO_a%`X=_7AdY&w5O>w8M=FTR`3)b zkdZqEP3R&7y^z*?9bAYM+GisSF52W)e768}dM0DbTGF@y4Y!!X+dbVSdN(Lkv%R?K z`(%k?$)b1*<<4ILI98sR`}}L$r0!137G(|V_^t!J~sFby9yHWv>1^XnI(i6DP28M|CmCAX)CX3rYbC;fCfZj5!!_PfZ~v z@QDMaC*)G+)iF*fw6%F7+R~yfjg4mwRb=W+J?exa*ZzCr_1_b(|DJgL_r&YJCtm+O z@%rzH*MCpE{(Iu}|M0{sc78X7ZnUUN`28c;wlVwuM(MAu!AijjvcN#hf$$JdHQXlx zLSIeTle?4*6^WpT44EhbGa14k_~Q(L{yD;hzYtQ?>8W#^^c5p$c_^=9JXmk1YgGo^ zyds2j2^T`5hlk^lsWhZ4Ib>`X$UQMx;I?{t9*aU2B@~TYaZGvkuo~J`UKjc^M@*lS?8r?cN6gq_C zk<~V-+JBt>$BZES(Rle(I@INMO zPNj%V+k06b7qyT!dUw6FHV->z&DYvr`=`R@{|df)bl)x{7lH$mM4(s1DJ67D2!bXF3~)ix~`%q^n)!uIO)=FO$A;)q)1H56JUeO zTIdN@JM`EJGE^JGk^52>&I2B24&IuS&Oe&mqg~X+oL&6v{A9c4__K1EhuWa*|1aBE zFL;{v*y@C4t4l@3S_$VT)taAue5idOAir=$U_2U!3(*@N14`9rve0xx&y%tmrgcG( za>x+jGDw&dPy!^ZNrE5|+F)Ele0ILUa@&XK^~b#we*US(|Cp-TECU{Xt2%UdJ<61Lb9SMoAllzJ1vXNq{%UTjz9zeaF|LMP7l8bTj%f+*u)pbI*VIGcAR`P;*Y=rU^ef zqqnjBfPb{e?XG~z1%4La4bM`Lr0Dra6T=(0g2facld7u)?N(ilUen~w7sF9hF}vcK zSmtWjuqvqM5!_>{<}~fg+1zNtIw|1kM*%p!4k2Yio;7o=DPz?9c!`QXZMx3>0FmOz z1{6pB;aYn^c|t67{ygIT(CY=IZkh^0d;a~b;UbA>Trp>lGROyl*=NX*d_%EJ@Et^B z<*|_Yr_P@ZsHnloYfY6&b#SL_+A)TTE0waW3Yd)Ey3d2Ema4`subNr{M^jLLqEh^S z8XlVgLJzQ(DoIL;ypY|Os~YFcI}$ZE@DAP<-L5EHu2^EX&@=(9^TOtjMMhJUK<$Z69Jw>m)vO8u~h zklv!&5xfub9x@V{@B4pT1$iv|`vUGpt5*fB3B_c3BCm)tw)mBt-y)1IdhzKbTQn}b z>y>&@#RXMAE=2u-|1byiaQ@#MFf;uLb8NU9C>^wOz!AG*6$s-JU#197%Qg+KP&Q4|xHq)!)lInFL5{i$&iZM>aR)R?@`{X8v@mDkS;%0B;j57}XA z72G5%$@+LRLLh4L_kG^>XoU*b5|f1(Fs~kt{Uf=dR*gAs%@E9sjc@pDX`s9z!cFM8 zP@uco>L6;doGQ(^OzTT=BQE#CN56}%C3;VE7v@hpR6o&zGzo9{GkxMKSRZ>EUZ+Xs zEdhV&(VXLKltrTL3k-Cls1p|nY8BhYp!jDl0RDy*VmL_u0d{Ao-NXywfSE>aqYMyL zTH+er&i9K$>Hpx&_FW+GCn>+?#tRBS7oPJVtEbXrb&OE$!a=9j0I-|qkG%JG(SggB z#FTg;BydZL{0)_uR(|Ip^yk_r7Zd9%x9s^&lBzNLUiYOpahzo{0G_r0n}He+xq`{G zl05$;960AIRW|LShcNqI<^pV1_heEq$>jkRqDE1Js7; zg%^Ffy0SP*grt68A*44wRC=hmNIgkesb5`1hH@G|zJli)Isjg#^}H0I#>JxBeiYPz zJbdQ(DoFxT8ZF|{)>o?Ry_|cLhu#Hl zOK)=V8TuQK7Q`+1%M`8;{I6IBe6$5qX|%fyoSCS#<@63wL3Kgct{b_9gP}xN^$z0u ze{(n-EO?#J#u&#@kHUj@azVH4YmNF*v8bD>4=1;ntc8oE)+2c+<{H~lR zw--N95!fR1P-!7H*HHVwNe|{nN4!M7sKC*^WQbasW4I92v8yB3MsXIH8OJ%M#cKgGY*3;lrqn(|lf7m6lab%gN|3u?7}%^s%v8z|Lz zfzWRm!rRsUTz^4qv4)!d1h|n56-H06Tg_XJF!YSRQl*;*oGYUj`{^YAs;0-TPqzvh$BmTdA2mpu$=y?n1y`rYXbeXd%`Z45UC-!?bTcWU z`1SA*NHW;nnB3Y*D`miN90PjPXC4Oz)4Ov!$lW3dssQg$8V4(&HLjfcfKW^KLKhAEWw6U z0n`$0gXskdU_sMdARU*VA&_5n|EtAyHOII76?^C3?XZ`ZztIB`I)@dTSu-pZ@c}jS zMuN~8ThSful9N4f@yloV8A>V1mpnEljw@ef)OLR`|J;uc%fHxVy|}hqM6A`3PeHhN z6Vhnj6u(eTzK7`rQ7k|+#gJc~DYR6<=kJjq1=ex+VPh`I{oI z_S_2U$*Fo8=^4JTnf68ggS)*h#UVG>1weS335U??O7$(t7esO)FJaSs3GMB81obBN znxYFaEyg&Nw#Oz8QXh8MycW9jdc`2hr_xdNEwI1Vjc2301Tkgp^o;O*S9R6|ee=6@ zc;$J^9yI|N$AcOi*zM5xC;B`6!MI1)a3@^13CCy-z3iy%o8I11g4EC}+?Pf}-Bl zKr$`);m78cKjlsZy+*uQf77?Sam3f3FbQz>oaC5+E?#i`%N&pFAY)56W;NzDC_8AY zbMmc^^{ao%o(w`Tyk2ub1zbU$dX282pyG)%=C+)(#LQ~Sh=_I;Zm{=Iq%hg++K=TDg(dv*o^#inbMchv| zGye4Sb7+O&3na8{{eTKy)034wj<``Zy3xEpx#vWAxwxElFmvSvzO`y1p*<#I&%QaL zIxB}rKPehh{(p5wwxqgG+J!GXqgdipfASr7Z3GTad)dc=^bB1**OBF7>Aw+LoWf%% z=1aKp-`y@=Qk*f#eQgw-^cp6YHzl!Ue>jD@wT8|VUS8l zHz=vZ5C$S4ARr=w0@9sQ14>Fsmo$QO!vHhG?~LA8X1rIv_uluf-{qP zXRWi=-Zu)Id^8>%-$y7Qz@4Z6YRkY=82(Qc2iG*D@$nv+UVH7Jy1eh8zMw$=ucjd@ zH_tV-(}mJo9@u}rqSoeLm{KDD_O)$k@ZT5+E$!&9@d2he4%WGE&g$Ep z8(+~z>`oT^HagzgG>1^9J@%}s;JM)?X$HhUwQ0C_)3eIM^a*ZG<<4$9+t4**BG+&g zBP}z#4{l9Y`k;5+z2C{-6n^Xe=L4B|H^E&XoSWb*kTku9b9g{ziOy< zZ=Xn_E2H#7RXNWa`o{Mv{`-5Hb%zIQo=_BH-S>qCK#whGBXHMMI6A(7c)235s*wFW z%w>BI?1d%jYO@tSoRm2v0QwxcqzPPFk&`zgE*HKiL0oCVVtl@0l}YuVugKwBLp}L< zDTS0FS3L=86T4#DZLP+#yg(nL?|E2rA58o8#D{9@1mi;g!~W-qC8fd+L>Zg1KOkRU z%B3OrbhR2vWO_SYrYb1U(=}JNp}RUjlfwH>WepWa)VT&$GnC0OAp6Vf`fg*H+zZF z=MLR*xuwj+u6KAQ>=7yHQ9`5s8ilJU(y7&C#9tG*wDb$ht&_Q@#Q3%D%In(+bl}@) z^*5$wp}h~hsLm9zaMII#Gy5;;)G5%tWV5|<=(!DX8u6ceXOCwD6hPQ5kwwy94~# zD!_l^HoH_z#nP*cUi1J=Mz7q>dH6st^Mm`H2f5$ajH0WdQMi3he+_Yf@9_iYYuiFT z)YQ*f56q33n017x9#NKhPGI|w7bjhPx$RORWphA*1C|ypbmikPjGX+N;__`@YC%f) znTeC0sPOXdcNyu&4evos)#A$?#i}$%N6X! zG5?N9;Hp_}J-whcDMLPeo(GU{O4q}&f2oY(awTONUUaNUKoZNHzTZW>92El4F198{k_I^aisZi<-FjL9NinuB#s*sx-s_ZrH zEowlnpsFywtse1vf0>}GEk`w~(5etw*Ff;h6`#YTb2YcgCkjgYUur&ZgNdO3U&S*j zs^vMZj1Lrjdn4%pCQ!}tw#8@I^Src2`7dy?6xE&GYUi7^3aJ@s8x%H{WqAPj1SLo{ z*VL!8m=yYl_$hD-Vl~tBA7h|QdAaSP`BzXgM-G03cna08r>o$sN||zVn~?d}il@aR z1RuPf*;lUbVZ^jc^CGUiJew$ISP1ZQERa|H;=}Sy&1oXf1WWsVv>{fd7-X)9J*4+f zy*v&QGE}rm^K6fpk%PR?GP;VtqS284m!yDJZl2x|GvX{34a?{X&dMr7`cY4@mjB|O zX{nYCGM#*E=AXHV7eO~eZinwV)w`SmQgmfMA6KIsrlzB38vZxI)F;=5i)nJ4(IUk1 z14V}7#iqikxM+O7?&PBxczmA~e`ujujk9CTf2)_=%B6V{nXX(D3{cUJ#!T5BW##{O{D_io|{VjJ3+uh$K+3@hFA0!3|Ut;vr zsnuALKI6GpPKVh-YtpEUXn>%uOgx=YZRbfF&jPhm#2}6>i47A5-@{P0@$s@2IEFY} zFtYcquv6*6_nc3~6?miLy_lXb86`%kAz>7!W1ObyL;2lW#6k3$;mfUj{)Cf6MF zbNAU*3>zj-;CoC)@k=io*@)k~14g9lYA@~)T4-rke~mBT304m5kMOK`9XE(4o&2Zb z@@ZP5UX+D=$E79Z^8bbD!cPF*8q^j^Ha*e&@Pr?|d=pK_1{16M9EaP5x@iG7{e z_b)7Fb7!X2czdG!WWb9+P(vqYGz<{glq{kG-T+1zG!Y4@S|ArtUaDlsVge(!mbQ%Q z+Xe;~tmD|cP+0HF@y}BZ8{t9DM)hL+a%|5){Y2oK=rFjcS%lN&XD1%tB_=r_E53v~ zVQC^f>zaAboHqpwT4MyrA&?4~_AmORFDd|1uwQU00h~yYIXh z)eSo^DvP=Q%iUf!f41mq^*zkW8Y1G))6?d5q9lRwp*8Vyy6ASOOxBLthh7Cku~kPG$9SV!h>-sc;wWKkwT0_Q5|`-l2UK zwLc^ptCkr8I;Q`nR)*a(XSj8cLuNoc7>w37X7Cd+YSHme?2Nn^t>%C5!M(Ee3u&)w zeq`%C2`bsfX4H3pT?wV=_4Kj_d`u{{Xka{i0RW>hPnu6#^*qDsMgEiw-lYCMLFw9f zzA)9;&}iLG=w^*VfCBpgh1$0C-{%2&zs74D2{eeY9_roi33FLLiSIXWiYqwO8HE!% ziRWDQ_E?&i`8TvSA`P39X=1t_m)-A4cf{j%zwkR@QZkCwKgQeGWi@xA-6VvQlFqu4 zgaFFF;MdOJ{)lMn%pW7>`{$Y&5gq_Hm=UACuD{SG{s76<-j~DI7LrmQ;PasQ9 zi=a;3<8ek|c!&%T=wNX20_cUw(U!POi}Amky0W&OX^&1;};8l1W` zm3672;Lk~!Yg&DW3^*Sg%&Mx&X!W1W5Rhj4G(F8sY%Jk@?m)ECjT@@I`;vwUDyXJ^ zobA{4zY?wgm1zC1MC*SgTK_B2`d^9G|4Ov}SEBX560LtxqScP>C~LDiUX&+4#-ez# zYxBjp;fyw{N81#&4BP032QWmS+%@6ddQ;f*tk4hN!CP2CYgY&|zTMZ~kLjq5?_s`n z)1H30OITl2^qRXp?p1L37ld`2^vVwKS`M>qyOcJS7e&~S9;?}0PhHO#l{D3CnS{g7 zVj(!cjl+5U{k#R7_Zc^3+R}`>h3j4ms-HSeA}UI+l74^xT?Pu2zZ7VBGoFEqOhu5r z$M^&Ljz#8SzJY*I!U$iy+-7y!>cmU4260mkd-8E7;daph*yRSSN2euf#hyHH2=k#G zHVJB8c|Xc>644hr`U3r`{GjC!-Rcktl!k&LKUc+o?`7Q!(`XiR!gA0q+7%gyIMmlw zyNl{NFF9Ax=uvynxRi`!yve&b>dv*I!ZSdbVPK@O6?eE|{e&ls1ca-1x8}PYKy)}F z^8FL&(zUD)uYEA*zl?RIgG6V4X6tL0uF2u2a+Lba5mjl8sjua)C;C4VH!|(e7{f~<#~MOCHpmorgES4QPfywG0ANI}_|a_hmE#6u@0Ie6IG z2GR*^*P~fAHU?g9?EtEvE|A7-fu?QiU@TdxB%^Y8+d*AHtyTr`sAQ=2X6AY^a%m*9 zS8ljzs5)wn80l@cz-yK6umcnb$Ml^n@{o)E+Ei$Cc^RH+HCIbtx0R@Zy`t^bc+3`Y zW+e>CJ6RP_Fmy=ja9_j5;DSy`kfey0rA5!ifE_1<2m>{I2X7^ZA+L+>0Nknl2vaEX z6cQbW5q2>go{w65l6Ntqi8FlFvS#+?M?yZK_rAR{MYjbuxM@I)eS|t6p!bu9a2qhSH@g@*1&oSvn*$ux2>=s4Q<_6r-|GFB!bZELtq@V`})V( z6Xqf`T}PV8jKsWr-Ur>8w%Gc1|F-HCxx|eql=;>W%6oE)0!^&`(!F|%1o(u5BQsn~ z>G}a*=U1bMGkHek>$J3d+?tvXxLeBMfd1E$6XCbbV^-=w1Y3jAf${>~GHlrg+Pi)+vq3J&I zsx+HbwDb8^s}A?Q`1Z+<+nW9NOdFO($L!tbdS+gAU)6$OF4kho5bO5=+=an? z{r!ZU=#w8LFEkVSKZt1jA}T7b!CGdv1K?ocm*W}tlCN!ik3!NwMQcbf@p?d0%}D5A z9vtU(cwtuEUdpqYe)7Xa{mGYtjf(c~A779&#B*ynM-==b&n^a~2W>h$!6B^AQ&5fk zL}OUc!DliNGbM1Yy~MzuaYjd&CAjMZNiyq%O{}{G;~}WZ%TM%1{^5><(T(R&Gk0e& zk|y7&s74!NoEhYwu_Qad?x>)mRAUK z54t^vsL4j*$A6xJxFbqP`nKgpb6ttbNbL0aFST3U3jf)5C6*-X+e^!jjCpcAu`!V) zLFo#(&M*Lha;?UOJzOvGFW6iT5`~woto~kXQ8y=SWTo;uaH2+4f<3$|E_3L*Yc4{h z7SdDWmha2Y7?mvb9t14-)w3^%wQ7*&?}@Z~s~}&nj@7JFpl&$S)J()QfrpNpF`J~l z@Dh&Ybc?;gG3O9&|I1dKUzl4V#@UnH4Y7f}HogqVapy&p0NmYD z4!v!kSS`^S?lchk{;@1;b~|9RzFpf9`{_7e??g`&1#zTG3LEAuqPFIkwt{~&N~iEZ2Gas z2qQlI;&tCCyqWT%^9_`SRSk{ZyzwL0Cp!1eoQ9T$zlq1F1OfsLZU}}kIAaRMjsNlW z%_%Cr=a!t1B0amYBUFf-NcmB*UtQ}C&;dq2_h8X`h+%C$AW_CtBD?0|2>~K|N63sy zeyhV2@0;LJ_DHIj$l~C&bY{i>9Fe17{GX)T4Fb76Jaa?`xUz>b!|0D0)dj2we0nvR zjHfaWh??SU z`sGF$-!B99f$y8}y(SFx7+k^(>{cxQm$RD%?b*8$Emk(U<7(fT5}vdBnIpk>byrp1 znkSP5W*=5lfC@Q5wZA0Uz{mRZHW)Wm575NKO|A4^Jd+(V9}B{5Ej4EMdU%IL;vp>( zMB2^V26{I6nT;2A6wHSlsd2U$aRBz9sP-=(1tnG*pUIZJcp`*+0@ju2bE#dIc;M|h zV?tEZ7k7(^zeu~#|K58tm0?0}lNF>g869LN84_X&YR0!`KhJdd1!OuWKlC*=kQr+V z`p+A7jA5OVaLXo9;dcE$!dP=ro7K^)`Cf*{*~m3Pgq@uLl@8~ShrbWj)qs;9R48Y% zN{!-W`^~<5vGETbEZG`&(A#8?xVQ$&qSeGx7|#~`>NMfAQ519VTwH3mimP%#n?dmY zLQKp572;2ADLt5&!FnuH&|~S78UDiZ%whL8Fy+uKb^KsNcz@T^ceU1Mo=}n{Rk<~F zP^8y zXPD;3+x}zE_~2#7>Qhoz`geYU%(5UmLcCAC^Xaf#=^Yy8ZU{e8sdfzeh;>60;b17p$^Q6LC= zwDN6`-fipv3yByXX`(%7drWnLW(>WGm7$bou6oVH41(GI7nU$ z-1m-Ew`@XhizyrXM~8|9MLvckUdH8SX013!PT>2^lgdB?ibV6K34#&U+aD2@AM3l44Rd2*u8a@k8dQ(?kZan>1HE1l zZG7O22AQ1;N1_EV^(`&)=l4NBUwH~!KKl$Gzr93+c6hu4NT=`q=)LvP8(B|vy4mkZ zYZ*OAuADsBVgW29{pK?GPm1HMZ56rXUVooWOIyB<)R4*}`gbHVul%9c+&LldemirF zIDGgG;?NE-qUF(zIGopWVmU28wLPt0UtiDyRvv0LOJje6V#9JY1>Lm+c( zPh1)a#wiDKSy6KhTkr07z zac2mopLaV1FeuQS;A9K21DF+rHy>}`-2p1)P#oI=A9ny^j*oTLD3v9e5r}YULV5i= z*_roj#XV|~Uk+cRHfHy5GTslmFHtBh!Wt0H-dNSIbH&orc$M)izDx1EO`TVfTs>mEh8!@72r03%5pNM2TIB~wAzGI@7#$S zIuAb#;Ui4t@?ZUWkQznWeQ_j)2ANuU|D~k|d6%sNuPp4n{p~yKX$`9(C)J_R0Nm9< zW5sow7G9}YYCclttb}yjRvFp>tdSPOz9*I-?`&sZ472J`fjph~TeC)!Ua8iSAI6Vm ziROtTp|eQ0Igb#hgF^#1H<>pv9ZTSODqwpD*d)e2w}4@MwAUJSro)fuYJCdv&K9CM zD`9k}4{;i9LxDWC13W4R25+GRk-~=xpP=p??7b&k;ncpG8&o`UIWlnvcxO?09oc;T z0>M^KV@kq{VR8jYAcOHLGH$U&F7#7psZPAsxwHL}=u%Uu7pBxGEtDqu9Y)H{uKaxo zGI}ify4Itqr;I{&t(qrY<;-b%4#SImB$q8em_fFy7Z;vNaE~e(EFzt?ayl>6(!-34 z0^KOKO=?Q+WA>%nWLRaemgGdvP5M4kU^NI#6FdCznMWA*%q2n}^xJYim;PE09;EXU zZH)$oWpO<+j zbhUA&UbW3@zV7fdijit+`%#q_lJo&cY%TS2CqRu}H-|1C1ZiUi_Yv{I{{mFuPflhDVW@x>54FE=={;EVb)%a{@9eNIR#o05bad&>T^Mlc_ zXsm2+8^J4YBllQFJ*!G3#l0^0sqp&T}o)gckZZH$Janp>yO(K~?28;zg z(L0PeX<@2`d@^dSSk>KoHtK3g_*A##^G{8Au4Du~szmEMz?~(H5%*7Drq(h1tzV08 z=o{!<7>Fk#LSCF)O>cp;>~DE^W@;{8%h08{>jJ$><9*6%`2Nl*7=@GoN&~6nR{Z!Q zjCQ)5{sq4i4ei}ZrU&pA`OX4)$&1NEMX?m~&3-6uv>#$Pt+qzHDdHov&nw+wd#3DJ z4>FK&ndPN{-H|Q!%@d}Q?EXCWM#AKp^gy53e_s!^0S$#e1VnLbQI@(fq}-!VQ~7$^ zKPZi$FIy_aRI86P9+9|Gzs~s4TZ5h+80$hr1tFDDAeFdCj@^OE9=_y2fd1BHlg*=Q zu3@h{!(`4#W5NOmbcD7cp2K@?t~ckQU*yI3>7H47IMCvo|FlV}ru$MmM^W&@>fZ1R zib6EKRF*6919u)mg-ABJ$1>-{mkQSdy5Dt`pF+NzRP{;_JfA2#M-y%S`sw~Gaau?~ z6)lTfV=ZVPI^D!ahe&4X3hvY78z;5wy`xg1z3K|T=3$?`c))o{SPWUTl>}suLWxV=!^v0W8Xu*g`|4p@U9AOOOhW6Oq=X zuu&z^>yemg?ZJye&{)}%#nTu90+w+*84o{91w5~?7DndL3Z?LX_97>*+mcw`PtOmV zh_V;g(Pq5INOt5@VVWGYnofNqmSX1R?s>X6%mALx1Iuq}c_o2hHL>$ppB+m~0324; zHFimb91g!YgjWodVK8|kD^xWn^5p&#E22!tL{Af0v|;+&c7VwuR1}I6qVD$z=Pk}l zf`XW38pM{&_XjxkG<^x)7NVhND%jpiCK5%*5#^i1t*78CUp$mBR0OFq#=Gx!UjYNS z+l;?xb5taCW%D!lF5<1BxT}(YcLgm5y{(yrt@)u((dfd29iZjTrYKU~`cd+2vIuLo zHmmwTi*Q;7$Ks2e2B&WuR(@lA-PwsZ{y*~9NjtzU zH%dsF?sHfdlA)@MjsWzrC5JXR=kU@nn_iJORDZRP3i9#3JC`0V!(+V$YW7p;)*SlO z&`*6g8L|jJ(qz`!NGEr4Vt7$tHJ1GK@0Jguj+?i3-j$P9a*F05bwwY}<;L^pD`#T% z66rzQZNMA15`3oBbJHr~Ek*(<=$V|-p*SP{jU10OU@mAs?t+1&KQ%JHlZUmuG;D%^ z{Z!uY%EQVzZP>0Yv-o@;cNpipR!iZT-@iGDQ>b7u;Shc8!;p#}mYSBZ5|te7Q4hjr z*YWU%1+-f|p5UhX5*|P;R!m4Il;=y2-54X*8*_hsyX8R+yJVrCRJ0}>1i?SuzY zfS-Q#Nm+?w!1VoJ!h;56J4WW|4zQsCT50OUU2V`19i7uqDO&tG%il=fs{tX}{@CX! zF8;Il%i!jWw!SyNDLsj}Xkyztd@$_Rf{E{rE3Loj+J~DZ=Z@&Bix|`rdCIkUirxR+ z91dy!r(_IQvehY?rxPXSI4O%ciHJhP*7txUK`y+`q#yIX%(7eHbh3V5{Lv?m!+k4W z9ZOtH=lj2*#0XNX+PNJ7?V$G+l%keJIHiuR0$T-7Ajzv^vQl9QyOL5pkS?gVrm`v= zwfot1wywO7j09)viE=?qDaK)|5x>DB)5RuM%QRHHKhT-H;7&S6Cxy6-z`KwU7{*T9 zz-CHgnsF_YO=ODZd8P)QH;R{M&q`8U+)Hw#41aaz@5ybA_JrKmoD=(_=?Hx4S*KL; zyUz5?-42)}2&1C(>7YmeY_4kQ{S-BHS65D^cQs(j4KexYx0>TpG_P2@CHvg7k1Hg4 zNMApNr&L|CCA(!ii9Zb%byVtfIIWml)<=F*>moYI7sp2TT={WF#3nsT60_EVc}ks& z14-UA&?LD$y%5R1|Ab{gEs=jLBp-0@_?>Ej>bYA)hvVX`*AxjmGA7ME6$o9GDb6zO z2_uj_9R(eh&F?;}T zb0Iqyx<6$uGT?QRh(Q%J@pasxcY==nsSuUmBZE(Oe0tEFki_363p&%DW^R)9>;NTv z%eZj7lcFh=U@q23BFpy0&ZTZFe-Hc2kdL<~wG~Kp{&SrMbB2Tm9<1Fa_oNk+3fg^| zSy@0RZT%Jlh?QeIK%p)AHAqh|9a)&}Z53Ra^|v?<$Aaz-(Eagy_Q+7Vljpdou2rR5 zeRQ|ar&s!`c$Uo~e*tx`<$HOn8tmuivBh0ydU;I(IQB<^hM*%T0no$EELUWAu6|1! z_EYfAIpNLk!s5==jlU?nrH}Z4$_D`@K-Kn8zwwUGmpxa->Cfen8Sv|!4x6(lAD!|M zCqF=u*_I)fZvK?P=WHDWYd@`i2Pd5B$!-DH6ir2YQ?|R_+3$J&3QqsoE!qLc6gVnf z`!L#jjoydf@oeQc3dy8B(X?A(vV|W?Z`n^g%#oYpW*r1b#$UpJDU=UAlijPmX$DOv~n7`rQ zz<@0E{SJ`%1eO5G?%j0wVYX2%?}*4AyL&`$rnL2NtO)Lr#p=6&=1QN>eAi$qakY_D zj2}W20{U}dE7(}g5axa2GPOlkx^RGqxV+)L3S${U{WZvxI=(OiNHOPC;T4EgR^{Dm za*N7$^6=&%-@Me%D9Pb>&6a$)7h?o11Q#4hfqB4v!-2ZVqA&enO$-mnSNiGbBz>jA zVuj22AR9jfZ}D5UG=!5Yo_SHy$-`Eb8wN%&d_}`c!Crm%)_J$E6c7F#peY-BXz*M> z>uL~D?DYNLFJ7wF5qO;qbZc}7&%;|zhZCs<4quVTfAaj*vH0%_6iM~uj3tlh-K;vP zw=sX5YTSt)?@;sTH1vdlF~{Yuo|pmZuw-~`=VP=ZCM;9>5cmO=mCC%IBNai=k<9gu zkC0;^xflEKLt4}$?6&jVs2N>P#%x$I_sJ2BZQalM?)9)RD|ML`)FYl9;7jPH>Vb?Z z%(plLxWo0N*aNfR<;EST^^o$yC@)M76uqy6%eHa;J9?J2^(UMorV$HE2(#U9o zEH;_BvKsE7;%J&=mY$?p++=HSW9%pMRfk!W8}jXZUFNU}B4-Ea(ZE)K^7XWjEchlw zG?nDGk%!$?Xt-CbWhtnKPSgxTZnYxWE@lD5VrO(IS z_-A==Z#qF2Z|WTriCBC(vIBhdHRc>V-o??urgnCKCXy)P(fW`>B2lqVpC>Fjh!&Y! zB_*+>oIa*Pqgx)AHsdTfFz`j*!~A6AQ=$6=p%qL76?FRw%IVyMmz-;$&~I=u)Irnr zIp-=`Qfq5^@f$}-g-YNgvR={sImwc#KAC-b$P+=Hyuye8-LuFi&WFQF`QoZA31G|3 z*2;z}LF=U@_h`S>cuGBOg$?^b$<8bg@stZAebRK0zOwHW&LHQ8a}>x0Y0kxk%c)5= zB-<3}hHVOLn_y}N1<^sJcMRWJY&2vb?ezi`@}jSuZIrU}_2Ln%QM7s~`APGDG1sSx zWi@#AoGs?OJ(>tKEXxZRQqtiWmBSu&Q=_8(j4`A$PPA9+QI{hK=9ul#U4qH1opK2P zoI4B+hESF49%4go+UTg5N?q3CZQb0(i7AJQX8Ysq#!BllLE9_}Bs)Ov;f0r&8{F%z z7~+`GuJ&>XNlXDY+^w z9xj%iGUh5LSmjyhK_Fu5sYA${U|`du<_b>y3+kLO3frYe6Q;uzrf z>d2c#`LPp-7z@k}z>Or7G$Y_%AMM5vhb>*0?qdu?hQ)D4QdfvXFxk+rWmetCY@Z3* zBeL>*3bB99 zJ+6o34w^fcj1pgTfPx&!#|G1sj2tm4>KykU)m(ipPIFj}MMs`qGccJkd8El>Kw}9E zwf2)OZKGt+*&giEmZw7cFLx*h0nKW(ifZ|GvRAC=l#**n&5#txa}241*8#>dC=LY!4s`5^lZ8Yqv(TEh-Nn2j{Ny|}V2xmcdc z#Pu@5KjD3sEfcw3)ANrug7+#4{iMY9DKIOrKo8F#7B8YjD9DvgKU^{}7k**LBh?rEiu?jH4SLD40R}R6PmOS6_9QLC2h$k?b{XMqjp;2nh zM6iK?xgpy(&$d1jt&He(!B9t9)`L5wBt2T1Mi8{R?uFGbig!UuMPbdxudCZduGifU z=gOosY@jPVqIguVzS^SzUde!Rz%Zec)}Tb6CTB6cpKadUn6=><6n}2G8o&+>06aWF z?Y0b)o9!Q-C4*PrwA}&XY4cI_8mj}?7K9xj)Oyhw9Z;|XY@K)2YYYIW=U)?{U+e&8 z@F!yTEsq^Q-pRDsvU*y^cOvVBcJWr)Y$~J2Aw5U%s!$2Ya11l1?d8bQyT|4kryq~> zX3mBzQ%AFu+-%V7GM3x#oKmu%&DcKJ$49TjDIRFg0EUVCH&uyNe86SuMTcSU@&KOi z@o==|i4@RzhL_r5K!#!2#j8*~eBa?SzFOxED~QtFK)LUiMW!a9E~7Kut|v$|_i1=n ziSa(agi0Qdbqyi9lK-*3<=UI`-vCU}ZkaX0uccqNdA@eN2wAp&enFsADfzOf{AH$qThVaSG2s8=4}G1RpsKNkgwi%dfO<^=^YR>krhjAQ2G=7#dU zp@*`FSXl(r_sfk*!Zo2eK`1KmVOR|u;-dIbilaN-jdkoP@tn2ItS~Lj=aw__hwClH zgOA2PFgE02yS^O8N>%~onu%Gwn7&WZNs1AfZ%;Tj|FrBl`^DKS&H}+}m0JueF+T7` zMR=dkFl)U0nHzjI(9pe2;ItW=I?x$-WnA!b(Tc;>fcW;U4+5wbJ_ zLMCsD3#U4O0g#ty9oN`)@F#PR+5t?{{dT)!KjTs(GS_OoIUNaoc!M6u9Sb-%WQ_6Z zyCF{CM~ooTiIxEj`?z)hOFe(`VE8xTbS(MeYR6mvnSlKFHrnqjO9cG6m>*F4xl{So z15Xdr@6-v)sy^X%(Egxq99Pr?2gfPa=1{2yyG^u!1e__N zljMVdJC+MC8v2wvrMFC8xC7X!?#E787Mxb%RcR)80JUtSttV`3ngUHyJO_SrDgcj6MrX*nsYZg;}cN$-Wnqz1cJq`HyB>toTmvrizmYO2D6aKM5*6)p6`O zLC~9&Xs&(IFjwq(Gv9y9hgZA&eSFFxDIUGgU}F<1Q#Yx9CV@F28sL{#!T+4HOIEoW8k)@)Ha-} zCoSM229^dJvi&N}P_oO(e?$lS_2#02y@Ghb#oF!K#ajWv%=MpnFSf}Sd%cFvV$iQQ!n^)}Opasc)dXc}$UL^~w}2bJ?e|X+ zlw*P(QlV6eU+Q~Wvqys!yD>q_$ihYjd{r}+Ja_lj-=S;Nmjc=gU4M!a+GWrHdE)YSnOJBso>=+zb_;w_7BsX5a<;(p&=uRwc1Vf0&sL`=|2zR z`ytXd??KogII+FL)i@{ad7hfOoTyw_2engw1pX~W?C0@%-@{Gn&^WFrjXI)@OsuZr zHVxxwpviO!qPLq4GS84}mAY;Q8YSAz8w`IsBo9!;9qx6tqng7MYajnJTotrq5ZVd) zpW)^>=3mwC0o=Zqqk=%T$DE(TEW^KD__H}tYRg>De^&9m-n0iNDHwZ5XIJUIPp01N z6JjwG>8bDdy`HrAm-14vCLAT**4TEYquUn6v}pHZ$Aj2yIL5O+Qit zNPG9hxF0vwUelPhN5x@LTDaSc?0LLh4W2u`S+DfhD zJq}sH`UL~*&I&}CKXz8Y14&pKSAgJM0Lr(Py2Q1qupCqj3%mB~QEoSYIb8eWo!QUB zPqg(Bm3k8^Ky|#<W*Ot4*ram?0Y=tkY=Ks#VN>;Gg$9QEd&UiHGHgXq|; z#l#uk4}U8{g0MjhyJH*1z^U-S#z4CLy?x9K*QgRfNitC!v=9jNwhEeF#|a#6#%1W{ zG0>iZ?!nmchcWp%iwnttlPvJe(5*iZgww~29UIr{x2fx-uLv;dh%nuh`$0dRn_vwA zkD5od?Q+nXIqIP{c7=3t4lesc`5oA=CrHZ^Ex^CYg1W!!BJdePz?~cB_RoNA#Ma?- z>13~Ezs7FZ&r?NH#7F=oobhgaLiCBjAwOE0zmGT-zsdQB@5xFz;R8?%)nfHcIA{&q zWjzS{E6K~~%_YemkO;@F(9f)sr|^~oc7GRaoA*u^em$b@`ux&7Fa2yUN&PcXNYPk= z85*Gq-r5yDWGT(CsxH^RMzKXyh+fZg-~F6$w;1v3SV<{Ed=9C|X+zcPc6IbKFI%@g z-s}L<>pMVsm#6T|iAl^w8u+{dDhcQF+;=6VVqtlYntW2qkJ>euW=eGsbX?Vf+IGOc z9UI!{Yh6cQ#CU=J!aW_Z>^>d~+Rcxn6kAgi7_XZ@f7H$Uc3|-2`wTIy+}wKduV19} zLOdn+`PJdvC#Y~5x=LZYJ!b~dDxca?*L@6nfg-5@til-T4Gr%ARb_~U{1gVYujA^J zZ0gor{v$pFua&SF$iJNVf#3}r5EP>-Q+l5=QPhPak5MeJ{F*nTikfaEP^PJ_mpRl> zmT0OzAygeNTO6D9yQ{8W!J>IU-S632*fVTCBjE$WErsKYS=biA-NPM7nbbQYaIDqb?RJz`N1u9BNl&6C0o ze=GMsC@Yp?<}v2r2DS(hHv4#S=KO0uuI=kt4Aq0ObPXv2#RRn*A)@jv@A^=$!2u0V zA5ek1@wAoPoO=0uXk*JPVh1qqUS&4tSr^Ib)tWM4bal`ilQAao^&yFM0?0@(E<3<* zLDvS~5@f_9RkB2yqiu~?R{q?wX+V(5);CVb;#T=<^ecoV!ha~I80qCfIe^_T?25J0 zRB@hS$dKWRTY5?Pyu@U)*koV%?aXwTF`}n?G-mEDhCOH`026G2p`m#+<)|?EAggSp zG?zA%u(vj(KiA*L@Z2zDC<8W}9#bIG!An?N9&&YSOwreMt2+YQnCSfo(}sY0Fk3)L zJx*ANIc$-?Ta=ixz0Gvws5Mv9G3I-84uoTwm$ztak*peX*KHY7#6$xzI5R^9)o$hZL(I?K$Q^ zE^_iVlg54@6k z?TN-Ze5oMRmgx0om*`0={{5G_)ISMQWQJR=U!2=|jE3}MwzUCXFzOL-#*8~=-YOM! z_PJK{Oe@>z#(q&Uf9IAmJkzv>+IK7;y}YZNdKJAh(g*d1OoGArNAYcqKr!Cj$fKDH z8VU#m<`YN+p18u3gOJ_ZZ#~8CW2i8q)4XYJW=rcCJHY+zDu%R4shokjp)SOGz5iGZ zOQa#P!T4m<61-N-p(3?!rufwr3e{`VGO$mc5`BmQM9)MoFWhJc@M)FhXZ&zqXlaH$ z-UfbMuPOm)kUr#i!C6Bi%8$uXytI29*LcXqNNFMtAMI#W1%KzXRbE3fm0zl5^V1NLO9mC}@zJD9o+Q4n{N>Y=Bi@$+ z(PFFDrJ)V!?%O*6VOhB=v_EttTd(9?=k43mP{oqk86Q0YjUm0oE8OS6iCQl_zIKs5 zVm78PSJ21jVf$&%@f{#f2Jk3`S6YIy?{{O~0Sv7Xm}k1(E3A6$L@1i@iD}#3kCii$ z$(|H6H(!Mlam>=bx}(>K20Uuvl~l0tag^Z>U=UV|iRjf>txW!7uaLs!%!!*A;`}q8 zF>S~A&5jF&j);4CN>^;VM@V$9rnYz8rD`B}NJ3EFS(4<5}7 zEj}3j^V=893at4aOIR}T>wWUO+;0({?d$1g_txbqJ;jn>{SZAS#5yxGypR1RjXtHc zc&&tEhI36h-RE*vmz!4?RRT+eX$s$1w9?t6pLQy}dwksW(KQG+nP3)K{9$4MbNE~4 z7ewDt4DrZlzv2wyut(EY$dKl_)5WJVxoYic?)4rT+IoM$%*u(ByWg z9neV|Xda#>FnPFKc~9MrE_2!NCWd-Rwrn`&$dm{FV*c3FR?Sm;>aPh^rW90*Sq`^X zSradQUXq3m&h75$HPeitbW@HP&HT_pjJllD?j$qn&ed|YCubk4gyMMiRjVh_> z;2B8k)skpREpqGCy|EUVO}QJ#FTPg=OedQ z?W8vBKc4>cfimjgT}tqi0emLFKARSX{n(c0?v~oXxVn6>R$dCJTczi`rQEJv=}rsa zLpyGuoo&DV^y~T2x1C)=bf|Joc~7w&fS9kwlE3{Od${nY?)4N=+U_Pozb>-afH<6 z)fqgbt{@XdD?pI@od5#UoN2qF!)1dslb8$Zdh_+DRPFco<`>B0tXZ{kic?3N$qM8o zw$+1h?)BGW019w+P`g!@J}^2sDAt=R^!!W7P-+k&Q}(*GctbpO>dKl=M&LN9tAwU*_j<88%F351U)os(511{D$hl z-~m~&&qU{cBZb}M&|1T^hI0tpK1Gort2$Xtrr^&W!f|-ynQu&GlZI~x7|=tL?MgVm z*`;`SS%q9TKHU09*sW~+J1Zo>94}(5j}IHCcRsX*d$9PE9)NL9-ru@0ga@MkG@|cH zW2T{`wm8o;*T~3(OB7NP`26=|zUvZnnI5~@nmLXhQV$GwOkzE~4Cv{-_CnA>#JCVP zdo~DKjPUuzX}dbBp0lz9qGZ9p1|HvjbA>}N3=CAinYY-uHbb|0e(7{ZFHdhn5sxTA z-ml@$_x|%Py`Pe==Ue#1FG6-!VnG{-!Rb18Y@CXS2=4h1+?(e|@bLgdqH_npv4FeV z(BVw_-N2w6(+6>pXY{v1=*W)t?**W)zs_FOmX(#co@<@eqKezsUs+MB?Vi52+Rl-FGD9|fjlK7N`(9btI0@+ zP&dBrwEng1c3aB3`3#+1LUo>l9^^Qi4aB_mGQQ-d8Do&^5$GC>TJ-M!WhB?OFS3Y$ zeq-|fQZ;bv=WcwHXSN%9X5YxqzLX*1uk>uX^~);kZq@eCj&0O0We`A4mH~70% zh8`Geu)sQySWivnT4rv1xBD|k_j5#+;%X(O;f-k^Zszq~WJ#ivAW3g?ep-__+`sQ8 z?sh+JE-ERtmhF|_uxhuwp3OIIrs}J-UxgdCcW)Jw{bq4u- z*Sc?tnAlstcczG-eC6RlF!Y;6hwfJLMQrO#t|OwbM9I3h$dobn6(;O&;bu1pc&j|d z`5t}o@@$_{`?<6FBB6mWl3$>MQ_8pN_eoP{CJG|8tDjTpD=&fi4z%J{@=d1M+Fom> zQlxPtjulxH6zEFF(?Fa;KAd5hnrk=*Yd!R9O3-OqIRHWYUUQCE{<$xFGGDx*p2tLi z=cO=fI1l-`)H_3Zz8$0oSO}WeVh^SKC3}S6*6{JUI=gI$_^(?%ycNdyxbaR~p2yE0 z9=c!Gg&1pv&Af$+;ke#w^UI2kT0DKn%aj!%b&{OFN6&8c-Y)pWEK5En_k(UjEY36P zk-X%d;4#vK*P?d-Y@=H&uFSM`2H6M35~9S#Pk;R)rTg0<;B|iALuok2EJmvE_4K^Y zy$W(A#;u9sn7=`kaofIUBHC>hSQV;3=3#b|!1P3zlg*`}&~1cT@3X4Iu{*8r#6dlwB_eScz2zm?;@ znV6p&m2@)iw--wv7%z59=8d|PNDumrV2x_b8?PPU$Peg?{LXlh;$=qfZfH0MxSC-7 zhMvVdR74IIhMyn6?eNAy&*k}L`H>@9dHR3Q!NKTXw_%BhO`W;v7>RO0-{4xzCW!{o&<5@e?KqHZ?2Y-9@4be}h4 z?vhVRt*b42TG3Q}pgOSCor&p;A%l%5d9)54#xT~>23y8YZyab9@YlKp%>%9R_`xIP z?y>t2ny}#@DELD`bkgKfXNUMK>R|krfz;qI+6ctAXUQ7^rHztZ2#%R8ryamsz>R+g zc%Zj_e~GB7A<0R{Wk|#5${hat0iVvQ!+o?;W7}7h#>Kz_5sB_5RBS#!~ zb!V6{5a#Bk)T5+f`R(P$dzeKyoJf4GKCJ3`^JHxD zn323#M6mRXUZe;2Vy3Sf#i;f5%0Zs&P^B)1n~~P1=Mv~#-aYgye*J~Al8Lg8O`W%_ zYCW{p(USGz86IZlgX*%^pM8>J@u@rE2`gv*S(T$qG(5aC5|sS zf6Q{(Vlrfx=nP#UgUC7a#)CcH${O{)quyuEeLKkoD0FSf#l5>$dDT-3(6oiRc zuj~M&tRU_JKNHOxQ={rpAmY70qwX(B<`uxm+yoL_PMi~Z`b5zp;>lEYg642b#y5s? zP>Z}}+%%C9OYn-JqY?^Bu&Qp%$qwa08}*x0eOKvRZPeK~tjsGmRk{4_I3c48NZvwk zw)S!XHyH9!$|bS+$0Dy(Y=xAH%oVogO0FU`M&04J;EUITdRJ7D+uITi(1){18-8x= zLKb}vSN$6VWs8cv#6uSUAA4^e4pke+jUTDBX-Y)M6pAP!gfQf>q{W(jDU^^ziEKwy z${MmnrIN^+5F%5_k`_B<$)4;>mSMK{oWabQ9-ilYfA4#}zw7tAoF!XM+5EST*ba@sCi+1*=0xS9>7<4 z+Nx8Hur;Zx{HBD7mp~WR_q?Zr(}ima?GBeOr`~oVToNjg+xw%CMQm6RUDH5Ah@Wj5 zhwkexWg$LuWb_out{X`_sTZx?z+V*PFk*Rgy(Ku>>jI8xVp=fMH;IW@`+I2$0=PS0 zo@880KDsr+mc_*Iufe@shN=mdUiSD*9LQhk^NnANX>=F_{L?|ug}{QtDi)3<1xjMq zTa;NA)MRFyPgEUvX;NA9LZKr=knut0XwqL{yK2&Q-S*>a`2fj`uaB=VZfje@aDwA}azimR$$Yv~b@dNgpUxp*@qG#^M`WuIm8Jiu$XnOA)cR9pXa z@Q2}S_-fDZt^2p@9V$9e9`;(SP8uMAgL9DI@HHW5yujVSbK^AL?}?m3t@-GZV7@~} zu)4BVDXgB+k>6(U{^iUbjp8EW9qf7V7WO47Xe764y%JCMqrr8zQ_jt>NI03MS>Fxg z*E*)V+faD;^v#`-{)(ufW;{tQW4;K(!VelBL(J`0TP;==ZzG_6&&b|PPd<{a$r*od z-%vvM5AhQGOZgIqDY1BsmL_aR9tMRjxfIOQ`7m{NF8?ll;kXLETqBNCKlL{D8f4DB zFiHBm#u zxk>1r^WLB5{D<1{axH3IpTumt$NYsw7vlg9Ut(O$hhu{jf zC6;wv30twG<9YAer=?oRK>w;?P+Wom5B+8(WD6o9#zTn#2Ix79GZuBLlc<>|_8u9) z@%j_)#|ME!I#3{3ix(orNd7wy0ioXWFR0=7Np&Ct)>iX23FSLoUh2(W>#3b;+}uBx zUVQvbk%2RB`Gzr$L;ceI2@rW)JHHXaq}kbZ71D3Gl*vGu5g zc*2S`XHKbAPcemk@!pHGA+5jBX_Ox6d1fqSy0+ug0Yf|ORz8m#Q5+gXaqrwJf(F!p z@3u4U+WwucCAJZ|2F%Q5S#Hl*cW`g@ZN1>_u~v6b5gkqjUJ1MhH+rIo&*Z$uu)tBWhKFs}$?@V9OFq$iG+$DU}#I4NSw$F+CTtdOw z9jJ5wv__9AN-%5ja=uHbO9 zQh!~_lx7i~oUVzMXCX}qqqkq%$H>A;VJIn_nbW5?k$SO4o*+Ve$ zoHYe!$_}K!OhNYx^BsjE4=?Di1x9eEp@qV+%8K=wxT!ce0k(i9;EoFx@0(@@mZ!Ck z9Gpm*Ga&e-L$;Ka!5ezXM&+{ji49P|mYIy16dD}7GoD27+XqFcl&Z8jKzOm}EH{CQ z<+&b;2F6F(@u@J>eLG1W(ghbV^0?wE#7d`qBLb&$0U2D44D2ib2LmWr`p8vH3hX=s zlEuLYLGMrxz=-n^XJAZn#GGy9q>MGp=wmcH>aggrn7x3&T={f0U{IO`FE|D3q`PB|d!5sRh z{fTS|$Jx~;MAUD|BxufP$7G==Koh9z1Wj+x0uRfoeM>+wp5$4k<|~_mKTll&Gm_0S z5uKY2oukZ81|$s&CydNrO19Gwsun2;kVRY>uM40EO%+6eZ=g|mQVO`#LxDdV?GP#? zUNnk_dF**>I%vZRaCRfq8&eeNhVdjtzQUe?nb7Yu$|>p;KRAjV%%Tt}APTge(a;K4 znF)}TUcqPt)oDcPN0?@XT9=hew{|p7@Io{oDK()-IJ4~+F-TMGuoD|0tA4Q|&SL(^ zw;qE$g=QjtZV){;gn{`Al1Q)1Nrfo5hEHF$V17aUDrR!0@f7Xs=AxES$sFt(sT>bf zaty?xjF}7FrQ&uM_^pTq7e10z`}90f4JEO%rh)AtJ_2mUGbFjbc^;21`fs2f%RuHM z4wBu_<1i9h9!&OOU>6k!ONAp`=bTZ^U<9KfH!YwcH>$$*AyZJ7$N+p~37)RAORRc4 zPJ?7XyqnlQAVk0nL=bBT$tyG{{3>W1;RVzJe~Rv4#%H0N$_zC@F_Sbthe2}$%-sTg z130?@>OF-NC7z@#g`N7c$ohaNjIuYUFO!0Qu<z}cwy9D;ZQ_J2y!BR&CeniZ(3qituCn}ya8BgJ1GU6kKInvs9J{0C>oz=SjA?-~ z#;Ud0(eDW`@I@+WZV;{r6UV%QCg|Z7usvIC`ZMPDdq?~<1<bo2?nw?l5@#eo%j)+$>Q?WLM;MJ{Yh?+et3U@fkTTQJTG07 z-^Q9=Y~vWY_N{aWzA=>g(^`e$_JvwH%smutZ&OLdWN3)@R$QXhg|QYl>=CKD?A-@{ z*oNlD#Jlafp@zpscSnL?q%Ivb0;)s)Ee zjly8bkiD%V74wmD7-l2!m!T*aL)eDbNsHek#~jM+sd0NV=YV0W(SUZ@W1T}UuH7?Z z1tNr^)=9m5dE+~w*VBv`O_KNAP%pBVw98FYyUt;_iv1Jg@zcE1)~|yk)Z{N3?kDX) zu@T?aZsK4&eaCG_HPhHy70|hOKaOim)9gh-ya~>$bNH~@yR-SV4!bOmZU{FQznVIS zej9p?v|a2|=cxa~?R7kIZ1!fmzpi+CdB;;_RtCaZ!X9F*x16U#VL(e~w6Dv)vwNIK zQ9HzpcF6x2Fnf{NH7kEDv%iY8wjVFz=0B~5JDvLLp=5o8UXz@rE8Em(sf*aKb5^0B z45JL*-JLo6EkO=YYz0+()~!f>%MI)~#~58$-xWUbRf+YH>SuL9C7JDS?8ora-B4s~ zailwQlLf(;c+Wwc}nBDp8xm+;I1(%K{V{RC&+)$tH8SV3VdvCrRA zs#(6_F2*r9eIzNWv+ImlOFqkahP5J{N)^o}_r1s6)H?forF%P)`8}skmsRlYGxmXwC*H+jawUO7vxCM-s{e}%Ki-Pk~$b$_P}<%e8Yo&$i82^ z^GKBc0Q!fFmWGV8;^8%*Ew?}n_|F|j6j z5dUuc;QRKQ3X=C*ai8AHD!dT`*s*oPBQe*i&+1v7l*5d9bP8P0(E0tocun=B{Vmc^ zl(9o@VP;K2u=*oZc_@w#b*<=92WErkv2pf5f=qJ1tmCbo8f^Bnf>&-)zl_uSVrv|M zmzlBg`?-!tGwo;^y71hplMHO>H*WWrJN}GW_ei6ahexW>li$2iYjv&4c^|GhrOx|i z1(L;%>9-`_6nrOKyaTtzsJ_S+FKgK9mik^i``Bys4Rh(Y*alS~(y$xW@ahM#9|^^i+) z!qeG$$hu|F2$m(#+`Tg%0D zu6j6NO`~Ab-b**M075e3ICh!?l6z|-!k)&V;(er=i)yKEQKjKt2UM?Loqn}tPiwX* zrY-ie^taTQ>fn|KukI4l=`1BWD1OY?q^FP=N8q{5dONQ)s!t>zJ>GfM;`0>f`MRCp zhKA4kA7+Czv*W5azQ=zJ{ zN!B&vX7T{I$VZmUsL-N+W8V|y4IfejE0jZ4fx9tzOhc)7C7f$F_JhUkg9=Rb83fU; zeXcqU`&_sLjYk+9TrN&Ljwva6|91aMb@qq%I3$Tq-=Qq>J{m3~H-hXhTVz;(v{2}ii1y^!ZEcI}|8yWY`0<;21b+n(KF2{-k*_}DpY;@!P~ zyTpgJIl%(TFGG*j?0r->)XAal&~2EYO{&}hc(2Gg$H+(Zp$~{j?9*BK6N%+vd0ZQZ zM!q`rLk@t(X9&=yji%TXEcSx>F0aF1PqRK!`)SQ8b10g7<5U7M8$}q4BN1aoF+IXb zV2k4dn(V^cBoN-3f^*-lds}jSL6A<^j!%I@!^89mivVXnsNoo}?|S>pPz|*^ z6p9W>H}kcdl=rtjwSHXA`}jqJ<;_ZtAn~k|j62t&ucd$bTdM9OOa^Fe4PAUHjECJv z5~+U@uX%0j9s~CM@%PqnOS;fPq%@G8i*W<>)`op*dI9!(o*16d`4seW6K0FqE*rb{ z31%q1zTzWPlKTF|lbGGoTGGn>I*3uqL69{vgi-tSwHS)?>{T~w$Q2yqes-YTZa|m@ zYbLntywgPIe(Zhali{F{DTi9(f2+SdUUp(JHzcuNLqdGhk26R&%Fip%!8j!!^` zufG7_i*)p24{MPp(r7dGN0{{{BZ<{DFFYoZ_izk@xaw+|?Wt;1`9RhAD3WCOa3^PVfuI0{>x2HYhHDU=O8L2Hvc23IE=`|WHeOI`&?lXp<-nbx6 zvn|`>6{Gq$j~XRx`n;ZR!`&UuhiZ-Ns!MHFp51mtPy5dG5GK1uEKCJAe|)#@@+gHz zPXfvyb(a-;o%*hOJJz$NzO;6{Csy}jhBk&ZX<#ap#%5BEVIjr-{`i$7RucD{+m?|> zg(fN#@g;9uPtxI;u`*m}H@vRIF|oT-Z49juN9{O0*9KLTU4AC9M(c;KNn9aisdRX4 z#qb|g8%xL96|`ZpQF;F1_5I&5i92glrMQFK0|ta?3nPrn+6}W4yX!mSEAOsS<@n}& z>6b8V=AftUjDxb%sZ8YD)8!1#)9&}R+sq0AboehSt_|ORXbxd@Ag9v}89vf$(FqE1 z0=1>$$1PccGhC5^uZ)VK;>c)lx zEXfHw*K)6`S&ExekriAfMVn$iu_rj=TcTM6ANS*JjB+TX-K3Q_(Kp;gH=tWHiY?&e zzPzZzOdC+f1N3M37^udDHuJ`l2tBrsYM2syI==OWV1O2%eUNXAfS~NgCHOOzo_D0+ z6(_OS9n|GWVjA`(gVO{?Cz&mNt+vVx+|ks@aBJWb(x%`X-zd5nBWd2 z<)ew~{?TQXL#`v^TdDBX@U0w&oytKve?!NXvCwC`JyUMR+gO$MSB6!hHRy>lQdF4l z!oqWsQRsT;+lH#e#?;TzjttVxzyaNW^;c8_^go9#m@T^RQs3WEeYQ4)b>pV)MAJV@nvxkY%l4fN=mr=$7^(=(I^UEz zd|(o3bdUt5^of10*$Lsm1DvHo4=SB26gwal=YtaaJ04(B{M@Exl^i+QWl38Gq_QC^ zvwwD#jLdd_cgRW%k`7N}Mm`aicQZ7z{i&bxzBVq@3|<-FIuG3A+Z=l20y5Y{XrpEO0 zw8MPbJ;yFGjd8{s!G)aVcx?Si9M~X$Pk6kNO`1>!O|#r| z>wU;Z+r{43ZAsay^L%5{-s>A-UKlDc*|Lg`2y^0eZ|5Gm`a#F%RyQO(lWg_+e?h9g zEf+5GS+2uKof|xULU3f1Urgh#pr^p~uxssboP)$9TULZom_VIdZj~OPLZ)1jrsrpi z$v{#fGSG7ad#*yUTP74P)kHQ`FB|U^$2~7ycYp!@LN?omyas8*1~2T7fbfwz zI_XRIfb*j9Tl2EBTFw2J(8Gj<^?Wi=>2qM8b8W)?W$vE7xFok7Xl9iy{b&tqCK(3ll2P43Bl_L zoC7sy*IN*I=f{$c`H~`lNO%(Q*3sCe)?TYMNC^~Kh3ymco zq=FSv-Na@fj|P8|jL2C51XZLy@)XYEo(4F<6-~;|B;7Ec3PTfa_QHsLP-o`ncpG8| zx&gU0Jx>BJg~%3-kQa)pm=ale?lMF?1}lV6ICf~Hj9*?Bom~a#+X~8x0xVrr&P7;} z$Ut=a+-$_$qHry>?<~6}JfdVPoguL=uXN?_*|7AOW=A(MGHw}Jd@Borv5TGSHgNTzI^V?rK zOC>Sd0~U)5dMQUmalau|&zyL)UIN}O8)!R^9sG$Igr+vt1)Al|7&z&LXJ(Y(3t0~z z7-=MTkREAdVGp&P5Jci31MZN)Q3)7K4QqsS!e(p+--MaltHoqSF(0(uXGpea3C27J zyE5V|L>d%F-RS|R-cpJp=4FeP4m7IXBNao6goby1^$udjhect~5WAawB>6Kl;cbUWwq6a zvyb4{LhPaK*y~d_pP~Dxd(w-$`A?uBsOdtdXOaRXo9Hej7@89dXdBXtTg_Ck4rJ;4;tq8Q2{TFt+9{Z+h>Q7u_dpIj>}NNr2%2hD0}IpZmQ^*b11KZa5nMUTBfM-tXV!-1_{C~$y& zwlg0b3*(-?ewk?Eb1FM9XsmDnYLXl@-o?R) z$P4j+wEm|Jn4I*$QjWXA!wey7Mq{CDlZwIt{C2_4cA|)r=N3OuRDQcY!&A)6Z>&~q}NcxA8D;FkAothsx{zff*SP`yi9WFX!@z29N5tW zJ&EU%+NU?=1xSV7-)f1{H9O!{H<|VZMN+!x#YLfwYlpdI9&UnUNHvu9k+Lv&B0_IP zcSV5I=c>ZJs$4-Yxi%|rQ@M1xbcSyVlD|uW zA<|}d#=ae!l{X&`%!!gIlm23~*Z^ceo4;kdpLCHRawLaUk81^j3W7~rcDIVjT)2qJ zg_5^aVvFV+E_AM%;pZUu`#l=}t7h>7oVk6r3%7grUfYS)o@cd2mOygqph#|xB}Z21 zD5p2njU5FfIG|vA7VqTk>my!76$d%$CkowNfu!=)v(^FoJL67mxOhV5%emRt?SwIZ z(wqe3MJtpw=QCbTn8I_}p)}tnsW~j{o27b2DDGyr&ml{M^wE$O6u0rv#@FV^?&rkk zo6jZu_I&lW)hX!r7pTXggqu**lW`o%H~vL>WGjzrnVQ8s3CeQ9?!CD25R_}s0@!6_ zuWyvU(fgyqFUzvBs?YA0S%f{iQ{?2WcR<2(`rTfo0s9ODG-RWIAGXH`Qk#o#HKLE` z)x}X+{4h_Wm=^muhqp_x;h?C{hx>g2HPjbFQ`-%>xZ-%o2)NT4ZkIS2TaX=dbc2!< z_nmU-(m(m>YwcGw@8lL^`Xc?5n^u*ITzWvYb6gi7GKu(-EEd{>D+d0 znx35gUq&(4g?`Ci^iDpP zRI>K{A^2VV+ujd6NsIh=WG<<%eI$_xJy}omxd2Iv zoRZ))%|rPaNi-Aix4kUd3_rIMw=1hWEvLQLbD~8+bfEzIXZ$a#ZvXe_5#==dWHn!EG94Sn{p%c*z;~mCx~b` z{wXCUqO)u5(1x&yYNYF`p9s~~*jKwl^7`~+3bVpaM^*>)7vIlH_%g&p%&5g>#`O$g z)JePYV0W@YLyrpAS=Y8GKISq-ShEntvzu3xe-*-ZKY`gbq zL+Sk$f|h%-u7pEggDo9O;d!8V{tFb%JnL_t572B0$t#kU)3)bFQds?}0wj5y9ZI%D z4WV*rb{YZUNNaqPOjp08Zs(^O*grIU)aNI5nl(6+pj0Hxk_-?VASo*aO!A_QC-_=6 z7&eRjMr*{;2AzwVC?R#{>h9zV=^L_CxeuIY2w6)J9%>D**3wRjHkg-n?Bbg*MFwCF zT8?mqh_$SK9k7^LEhBiny%Bn(y6ZXGvxQveTAe~>5$b)AaMJ-h7>CqtddocRZ09>L zRLXkhQ*cMtTWNaV4ida!PoV;b^+=~Ae#9j`IL5LJHO|>QUoPw;^F{o)p5c4gNieO7 z@oUUn9Cpdw2;4|IUoLfAOYLA7>v_4RuRr;Ij^be7gqe#Aof{SSy{wKrd=p_Hb?Nr$ zTf56zmASjQ>xQixSLN_ZTMB1gJPKXwhb&WMoUr7$e;Q!1yWTuoqbep2%S#`C*AJx% z)KO#xhzM?snsZ_w*Y&cCsb&!hgg(RwmWTw=2en)bfKK zS8hl1>vfo>cCg8cLNZPBWdT0yS|>W?Zisp}$q@mgVh;b5M*? zYDx_Ryl6GlbQU`2qomS>cAEex3$fn?w`8i|tp^&_&N8v!S34HiLr7?^Y<5;=angOa zJG)2iB}c$8$0wec)Y!kHVcN_t+3%SNyPGB!vV!keg7d9Dc{I{w22qiXw2-O0lh0S= z2S^_ORGB3p(*@~t6Q+l!eN=#S{a@XQY}awE0jb2UAazD4eL!*l$=<$9(0~~B-pSjN zN?r1o%URDJcF6NBXPmL&$RHJLXD6wKZX!B>lSYr2!Q~SGIP#gHi+pJFOa@|Rh=t(L z6upI@7gX-z_}$6OO%bd%2NZ^~I4+1YAzuQZ-qy!?pvl)@3KeKm7k-tHA2U=jIKGdo{x)*vfOwHj-hG! z{W7xh#m?F8Ss4^fq`CFnamJep@)raIR6^wFa-+ z?Ry9on8hOYf4%qXaV@hS99=;LXMU{bW(*NCQ$ZfOUuLZO#ucDUer-^X3i`pcWJRk} z9+;W#f^a2PC3JQ0%Lck$kW=6%{iXe4UQjwb5aw7ll$6m&D&~hlTalxs|A$NHdW~Gb zc(mcu5y@-zYeF~z&YQBpL4_4nF8<(IN6vt)xSgNoEfW)jgLJndg$q9&oPNQ4ER9_*Z*GzCgDt zMJF;kb~mLxaS7T#pGjq54m!SvCLLL>zpQf7Jw+}yY5J*kDLStAK65!oRXU_7v@`dN zC-`;-AA8GGzT@(jBPy(v(=p__|8}PS+nM@rXX?M5ssDDS{@a=QZ)fViovHtJrv4x7 zOw|+X-@ME}8mMAlz+Duxvb(oCIUPOJk~vF?p8Vs8WcCGY-<(Bl=)!;JH>D~&2Espx z^laeM#Ri2vj7%WLxsU-&E$OZbe6*enz-Q}a;k}84yVCm8GT3!q-D;~aimbRGF4jMl z@#Lil*dt~`>WQ!PK`p)-FEvO46QLKwMb=*+pBUc{YV_uq2>UllelW??30IEd_;lt_ z(<1{qPBM#;z9ue-(yH%FL?n zmyxXdlb(>7`nJUm&+kRO%)e`TzA#)qTlT(HxY)-TNm^HJ(N{(n(}Ts=pUm7VqEqW? z|D9V%Y)3Z}W8!5t`qPgaQV*?<&bih&t+F9Nk>hPezdpF|zKp-0a$NXNb}pCjtU!p4bkw;fXR#~iw*+M{+0{@-=#ThuHFeCj7snDx5s`)qJ%>XW_|ONpABWP2B(S^<=9@t;EnR)15`&LzWe(PE+MM5An?=}T zQwQR*Vs5E;EFyrWDB5EV=DufcJ|(-k+kv9t%$qq>cwAk<_W|5q|W!~UfFDasl zMy5xtL!zBk*E-&{;@(0VbhswCexW9qQdPRx>IbLKIPpg-UFbO;e#a>^W-fLBiC?0{ zKvnL=_rbdc2Ap2C@A$aBbF30z;vU!fW@!5H%=+}6TicY@iCr^^wiq8g2!|ZSk#K+j z&a46qmNF(N%(zSB2V>6-GtTPFpZS=!R~Zj1>V6i1KBTA3%yT=bgPXq}8@ z^=pl<4cHzoC(b&7b{P_Iu#dS1?aOnf(GKEV;(dgC6)&2B#U2;72=qUA7YCD zv~agkb8h4ZSx;Ctl3ONT?e{(n`BZx>6_8`zsgjm)s!-U+3K1|OKV<38X(0vV-WjKTh2mx(Ias9MmRmJKRWxI(b`VQbcFuT@j za2ZcLZLs;19p{KzyC87iGikdD!fsIEd+4M&^^6nSJ=el;r2;qUa(;L(6p@}T>8%l7 z)alH{*THFLM^tT4H>E2(uE6_|>=qO3kWIbFkacH%WoWf8 zrphAGb*kbQc0$6C{`la8*ze6Dng|6#pfl5M*D|x6+2e2ka{Vi<{DOF7^{41?h03#D6nIFR zIr1x3JcUficA+L}c$bbKZlf8=VWG+{ll}d!{8pDPiiNC&EeL|aZ7B(ftslC;n-!~8 z7_P`9nd+f+12lA_e+xs?_h#^n zjBg!L5v*Lx@yY4O-w!G+al0HzSlF+7PbXwBZp1zy*l^7m=u+h_6h#PyOmr7^PW<)U zGO>om@t66L0()HfJZjNbeFZm{10q)h>qvP3E$4aLFostZeg$KDbF&f z=ZJNKWiq_)rYcFF_}V`526-lN$ORNj45pzbq0U|TV?klH<}y}8-(aoB*aIbl_(t`2pfqTx@vI(aQqE+j#2QlsTb4_ z0AfGLw8&{7zBxQO3Ulz2>4PMWs>E}%#!ZBoKoU-ZA=8K*Gr^Hf2Anl})gsfuDmUz? zpHZD!3bV#HiL84X#dSFy8)sQzW(ywuTrvQI4Hh#aKK_lU4)H(d=DqIsnq1zoX8E%y z7ez`7*l;{TDL#2Amu^q;C?x})oU~6sqvLDu$Y^-gO$3zy1*tJL_9iE60!g!y${L}1 z_G^NRYSKJA#KYZVf&O1

T-#a2#x3UBuLFF??tYoW7c~g9i<`3{0|EU-GIrlfi-R4QV>7&VHP?}xV*%1zyQrs?uf0B6 z0u$|-_-ELg7#4yvuAzI+F_OsmG&WtP?_g|VJ#KC-zckPLq8}rqIU?cH;B66fqnZeK zKoQ-(FJG z%%lo6UD`g%KBCsDk43(Iu}wxS&@bxIMHW-XTiySmxzyitULGT6KqfDc^um=Vl7Om# zhGyZ(+KXdASg8$t>o7S+4Csb_n2rxsHhj48AsVN89^;0+ID`HnN!YsljjQvZk;W8R z6hA1RxnaM|IIHPCL=WLZe~8Y#8j%;qZGGZ{DIS#R#B;-av2S%h8IK&g#qoS8Y1G+% z1`o+{==Bl#K^z*o4GYfyGNHnoZQe$ zYy?KxM=?&s?qy`a+V)aOpN020*p%n=OZXo;x&C=4elOJE{I>E$gW4p2ylneS;0%+K z#oIT_%2bbAts9uVj|{kB$ETQ_hy#O5cl2um^gJnO{%5>YKt>5@?z$c2FgAhE7Y6y0 z&x@A4siHo~e|Rf2_ftO-YO&YmmK{0T9U*Sut6o?wpPP3#{?jd;1<+u7i2e|5i^!i$ zcU($5=+*5!)PbW~#IC8(eA2M})g|SSbz5ioT`j&wsNmgh zU>yhz-fsb?VT-rKWe0k?T@&@~0;Dhl?fH`uZL)6O?;K#s)qhZ)2(Gw`Yy^GV-lb`x zqA5QOy@d~GS{w}03c*LH(e{N#MUOv)Zh9{U;!E+Vt)QpD*lAekr0Pnh-LP(0Cy!8# zxTV{F*v-4`G<4T+tGmJfgu&PZ4at`($ln>evi+0#tgI^`X3uw!Sh|eX|Jl)`DpZRj zEQy2c(3FBpP3gV8W3!r&k@bN3{|oAWgeqh=K7l_(m0R6o>y{oHKDCEvA=q*ipZI5y z8i2$Vuh0kExWZ74@JcuDawfQ^GmvFmvwT-Krpn2@ghjUevsd|>Wh9F&ECVvldSsx; zq7#y)e^TRxFEi9kV$rxGMe@+(G|86}px1F}FWZQPZ}nBupx4{Cdyjh$nL&cZIJx|I zzx`c8EI>mYR2sp&`JeJXwh<+L?XV%@>8@SIAm04x=KVz!a#07J`YqnNKzIG_KTtx9 zbA)=~m!FPW(u_+Ob>f9d<6tA!Y4D$P==VT&3Gsmw^eF%Q)GN+>Eh<@lr`aD@*^wCS z49~{4eR!c>lmDwy9TNjh|BnC?>au14nuQ=KYvy*T^mTEh1n4p>I|DbsmF(SJhTjj0u6xSe z7eHZJqW+uq3FbYf;(IK{qV}>~@>+IMkADVLC=c&E!NmQO!mn7_i0vz~n0c45_~8+= zI~@giE`b^w_D`>%0xt@qR@5hgHq@14X=9llU>FTwN}{^ir&{Es{h3BC3fzki70JE~W|L1x6% z@9WvM?N>Bg@sG28`_6E}DdZfZ8lqOx{$W<2fz-vAXTe%eI@tKH1>_>0humVmx)7dA zK1ftck&Ka=D0^Oze}=zL4yIhOUi>fhXA%s%|GpcY;h`IPa_fO@KZ6s>ckE$GHwoEi z^T{l`G-!k8GasqsrRR^CRw-%vrpNtJK@Q8OZI*qf*InFrs4;XgJ%A}lJ64NCj^Yse;XMp6A5G3!H|Z6VbNK7nwZ&QOIb! z-3Td7=WAeY>j*I{xoOt({GD|7KP4^ng_1=i!6^*xn2q*cZ`W^40+6f_#RknZY5kql zr{+e~4~na4g_5SlaXiU7An&>QweeTY_38nK<8@{raF{WpOITQA)^8}vxE zb;bR#kiXFr?K5qDZ}o6T96Rv*t5~TaLUvzDAnJyY!)Plu5S;YE;b*Yb?2BzjFm8QQ z6n?$GOFDxKeVt^%1ATez%d^Kn)Z}0b;FKU0_-<%wC)6-cEhz+My7h(QjegD5+HF=dORAIlT6b?PsUvza` z(=4xA!v1__oY=13JK=w6eRx##lAD`%&-oQjKF8gvhHv1{5)Kl><=BajGi3*U?5*#1 z9D2YauwJrcquh5*g_E!2-|Xb>NLhXU8X=b8LVWBkh?Mh`P6|^3Iol>>6rrtvR?~56cUonWx_q;?s3{CUKyz33;$eRz#ls&FnyUA z?k!HLb1%rnc_q#o%NJb}nezBtdiuQk9gCG8cdt<}Jso#Pef<|uDL%WLu*G%S8;53l zmX&FU+U}OJDXnSlsa@lE#i5q(4{CNWMT-8Emh;~($T&NOlgFdIYe4SL2YDFA&UE)j zoC?+$TYqSK5-#fMbefOr=21sG;tt$ZGO+U8xO_!OUsv7-;p3P>lXKHmm&@gg@P2D_ zFoO~6h?6Jh!G90wR5SIq-vm3t$iU0SfE1U)2jB-5tDpGelNX$%&Y;JJG2h}zx64T< zryNPgGG8Y@Lfrs6o53s$aZ4y6b)cPaPmOR$b6S85JaHlekzOWbAVPQ~MUb)60(T{T z2-3N~y2*ghTpk(NtxX0t))8-$fnWE*UJHFP&{K&|2>@^gr0q#~$WGQslYz?ObTaVq zE?AO71}woj0radv19n!tc;LVG{nx(#+V@}k{%hZV?fb8N|F!SG_Wjqs|JwJz**;|q zVauUup?gvSB|oo|fvb{Ux)|J44LZ@QQw8w08*CrbK!4{mxL%s{-CmXp-JM;3@0&OK z5m{2?Z_!Y&Bj~l+9cZSsfB)J@C6;U7&l+fd(_-on z9r{QHR_!A`#@H0b$#WUj^N;uWJ$^40ouW}Cp&ingXDyMnN&2M2__Z2_9#9p-fH{xy zjnCD*-h;(Cq{K{lC~>u)oAFUjHtzNLq!!K}%8wG4vhG=-?3qjGBGtE#oyZJAXTLXh z%RH>xjbVHj?QpnOTx1^~8AvL;ctnfIXj6_`Z-9-1=fO@C2QKL?4`0?e=$m^qnBAz( znx&=9xFE#voBQVa%_Vy(PO0zkRRKWvNrRrzAr#c?-PL5^+~r)H(YWtXuPt4&f=6xd zu1S}?laQu3zP;*7V1m~#T&2Ju8^9Lk0-vNo&zym&#}Fksl-hqbx)K|g2KtH{3U`?` z_}PQhhMjhAN~3`S&-0Q!B@VXF;lO_5DcZ+L;3V}BNvb4`fGc^0JgopG#n_SHH;kp= zA{4>|Qq%=L$xI~w);tT|y}yxbrQH1cs@|iuly!@GuzR9}^coGHAxb6#<-PvI%NUqd zE-l!eB)^69T7W_$wa6mAz+y)`LXta3t4&!ryoD?{f$pWNKcW0YW(^(cZPQM=5)(?Z z=oq`{j+Z=Ifn@0J)vX8TOTOD@wHVWAr6DQb!17=$@sehbPy>7fhk8(se!**juP_5# zq^#4s%od5fVg+*GNwokgjzZ?beg23H@=Wh4MD+&LR6{bL>qrL7x~Zo;sZg=djheH} zB~V*U7SEYLf9O9*t~1PMjs*w@{>7sHSNN&kk9;9NA`^(gOoZt;5{VNU{+F1nM`Yk( z9oSx?HZ6hv-Ry|R{ZXXhZmp&lg%Uru*Y5j|OCP7w(L?7jeL3wjWANfIjZq8zts1Pd z#g2BS_2*PX>%8(gvU6j`5fNvxU*}*t_NCs#XkNg~L{dd>0-Myq$#vgIWqu@&<75D2 zc5W8A#~M3Quq|AXFMQJ)&nj>_&&DPtvS_Nlg3~~u4#$ElqHxV#R#k+9rTCr7sjSZ)^ndWNE z&2?S=rN5GD70}O7_7~O$3>v&6G0r5sB2D`J^bYHeHU`H|kb!R?iJkOXL5Ohl)ft@E z<5q`|wrdu{_W847s5#f5?k}fjLPyHSBS|sC>FGnmT{$_oPx-FW3z5)DzLl^pCBX;i zV5s#G^AzsHFuQS;G%9Qv^Sax##MugN@>3AeXiJ%NFkq8ENvjc(F-j0Jpnpm<+I& zf8lBG$SX~4(7e@rjAZ0l z{;bWoo9_=O6ebaOVlM$$!2JG@kuIJRw@W)@nxdK|9vpdE+wyoTRGs^viw)4Vq{yM3{?$851Z_R4rT zT-}MeD_Oz%)bF0JSh=fT6|6rB9``bHdiGara2oHCHFsqA3o70Yc~Ev=Kr6^%%0D9m z*qfmUYeI*gZwzU~f{?l{W48~H-PJ;KFyZUYzKg#s*EOm z4#Zmwk*wo9gJ*xZ+FTKf*Qi1K)V{`uYPS;boT%C1gG7P^K*J<)p7XxPS~hq&93^6- z?a#NvDq_?avv>#Of6_h30M8}L;rEkjiw}@o)fl$nN}Y6+&Pk4mo{&|*xqieE&P$E5 z$Hc#v?2OVfV(pM&3~NqD42O^8JfW}q{Bf?$)J91@NVE+zHM-4tgf;5)4QHm+l+8+N zlaY_$Zv=a`Igv)E*u2qGM@YX&C#&q-P4^pq5&9&|wtd^j?OsBy?sCkW@v;{bNe2|U z^p+k*&QOB4A=so$NHs6;XcHIAaM*No4~qmCbO z@8S}!zpLK!t9noMKTNx|Cd{#7G52#4@q_GVb-ZR8KN$F9E?;`kC+E&d*>+pJs|Ml2 z(gIO9=ngXAg_-1}xf!EIcWWK9AF9@O)_hmoSs}oOO{Z+-EY;ONcir}h^L6hTCVZ3% zlsrEQ!|Z1!x*%tLnSp1f9aSyxI(RJL^8K7}k?#+@4fv8W;nHU0G!G!r^HUH{Nj2}^ zUuq-gYji}<%C{$k$sK4!o^5@bQ+qnRaodKMz7zgcDgAd^`X@fW)F^c-k>N|;E`+Oj^p-eDnYdE6 zFzPhW#$9pM4BSJr`PYq!qdh?z#ys>x5fQ*k$yBBb9-arYiU6td;dbppZr4Om6lGWoL<(+piX6+TcYT^|?jCEb-jxVBe7v8P$8M8ja!hNqpixz^?*ybhrjqCk2AO54oPSBYm(MF;T1&Rhh7sNN1Ntu#)WqA zd}@8&rJnPFX(;S>wffqa?&Ql%k*o}J=#Kc+ZuXt+*K^_-ak8ZnZR~&L9kn-co8v!s z=waGt=g;N4VxsuNkGm`crT_i?pZR0h*3tBv3Ccf(iFfyr7zxJ%yHLL8y{kInIY08> z=C;3;=CV0Dww2+1Lg?g%ULo|(%hThdg>ifr!ufH3{;hwsJ88pC*9ditI#c*M5EH?JP?k$hc#4-0)k9-d?SKk?I{8fMS zGry|g#1}43fViKcPiiWVJ|%p>m{<_E+Go&Ro@30QKnBn#sc9MWJUmRWz^FN-!zJ?? zj<|TVBGnwmiiL3ku#rXxgt5&?cdbK5ej`lhonbTqD0k(-!tgTl{LdS{*pQT>(IaF) z+n|#S=*5qO_UcK-&#pEF3yCTg{zM({H6{``LIH(9VlJd1(ZE*GT&jJeYAzIGKsmD6 z7Al~?qQ{&<6s;_RSojmbb_${{vwb7tVm>#eC!{W*Pn{Q_Drn^+Fd$=L{2VTV!sm@R zQDHz&{<0kjxNuS*Q7n=SASkJgr)Zh;!e~9XL{icv18>2}oyG}|($eWJAFZN*v>@_h zBYLiCXgX*avJ0Y|V{!3-N=Xg<`{*t zu?U<8$#*~4ZkcMwsUMXmrF6cN;pw{%_7&yc!UlLQbutjoff=nO12+Juwb$cI+9x;r zk?^eGd(F<#xi#;gSR|l;82l8h3PR8HgYQF!9Qa6{ry%!!l*Gz#4Sg$TXX=aDtc+kx#FAUN(?~JLfv0+2HmeG5*unD=`cW>vkR>k9v5aglZgMN~wM&O5mVID!v z{FWO3tyztLgBtH0O%NoN)nfX}Q20q~ry?sE=oA>6A+Cg)P+aQ01IlntDTr<7>MVOO zmZb7}rCZBMlTQg;HeL^-Iqw9AcG~s^`xkkaVV$vAIia)Tek7tO&S2smWVr0dPd8%i z)79RO4Ii~wXZuR(Hp>Q~k51_3wimK2yS2Q09-#t2o6#H57F-GvxI>*TuR30n9vNts>hiVi{ih!yg`E8fGiykFLYVk=Bucu~|8#u`MO-n|3NTnX@!*m2w zHeN_Lh#T%ear>@xS133w_pW%*WVTX3d8lTq?$9|#yvP5#h9XqVKmGJD<-XwmZXYhPW6LEOVu+0S|5fxvCaUk@91tABabAox_oioe4usCxAbLdOzl z4?bCid?jdQi~ilsM4Yo2d$a+CQ_m3{jz2U!HVfLc6uOnU_OT_AfwdTa>@Pkh;KT4TyB}`RN4OtyYvhfc=&b(;ShKai|9?|xcX7k9zLUYIL z8?RcWw*{YI;=a7RWjg7BWx;t3pH->fxhu?vtDHZe9$`^VW=aI_au7K4(q~hU(&o&h zS|7o0ZV`$hWh=c7vz<{{$-a$=&5`yn9ouHryVF~T8nwc;kL;GL(o8g4-aMVP<>9S< z{BrF+f?!KbNB;KXkawUBZdy8*Mr}`)zK68oi1#r&P2FL|tsvrVG|l#BAm${2esE6@ z6!TS|srwmn2xk;?kum6@-H`e2v9Vx=`co?z2$uI!ZDmc}FONiBOl5etIa%I2(tRKL zh}cdkt;^_%kKlWl$QLmq7{vQc5gk*TmI@;S3Q$`T$-p|`ZSnZl>ofW%qQ_pS?Yiak zw%ncGZ$L3kZR5yC{jZxi53kvrDd*ai3)1Yb)+!9b?iD(P_sJAp!pdMndxths_WS5Y1+#1qqs)1$!zZSGkTzvh>P2&RT>0~r zR*AL_9-iqoYu63>SeZ)?mjXur>pD|fn(?coY|9U>Z`Ya6CZpY&O}w4rO%0GO7GAOa z;0c8T4_li{d)Mze6~}%7QdhCq0Wz>$+yCdhG6$!{tsKGdjw9f@k$d0Hl<)W-?7ewB zl>PTVen}-#Q=+m?ca(}E5=lmN+mcZBr78OoDnz!6Bqb7(Bt}`YG|5)Nkey^Flzm@k zEMv@a&F|9PopIOw{(e56-}m?Zyg%RH{m1oi&A6`D>%3mC^E&5w&Yagd^HQsXL~cZ) zjYA~wWZxByUGR1VrkehqA9TbDRO3`FWcNPbD5+Eo41_7#G47gFSF+NhTxs@P%{79i z8-l&$A2Au$m*uZ9C=N+E#cif}@>=YJHkF~H+wHskw6>xFYVh)6R>PZYEF6} zLNbYV0Iq6ubG?w$=$k~4o_wR)&!8#$?R<6YaT%REU$*l2Ee7P+1S3_7;aU1VX&V3e zW!e$DyCD{;`5kvVb;p;}LF`!Wj8#*Qb*w`9IA)H>P zS7ykWc}fuHANcWhUrF&#^3CW>Q`0^+gAebbn96Krgvb6X^R#+(gzshxrj?810xsS2 zwIATFKhwi7K7;cx!fe|eWKf!2Rw-aOaBRLDa2BuQDpQr)EcD=HgvGJ70{w|e%6!*$ zS907|+{vT_2z*>*Mv&$>pJ6{n>r>eLBDxS&u&*1_&B+w8gL-HA zw@eZ0#Kp{h3#jwSpji!i#IUQG^1+9n;jpmbd-$6-4%}eQ)Mn)`;Y*t9%Q?Tottrhz z_&63lf(6CdZjKa5EGFfpeBrM{+!Yh81Rs|d)x_iV{XrWK_-$MOy3=85h7Q<>1uoVv zzLGO|RR#9y&A|pKZ1vodbh~~WeFwQ!&KQ`JI%wKi7E8*^n^T4&cxX}B8VpHrA+>}e zJ`s*6yw;!Aj`EKQGou6i*jC$bHpf5L|K5wVNTlKiz4y^VpuPGk>+Q4Wi!O{_aoGKC z0HO^Lu!Gthn-xI|T#ies3G@-Q{e}1aK6P7-isSo@yq zbugnDKMty0mcw^9EC1o4z%sHiLz2kMMKR*^^~1#FUn=sF7ySX*KnIvf zIqgRzK!yoCs|J#9=)e`jXCVuY3cQ>bTw(Hf|JeH5kpwybE@vi|N`r|I*;^7h)lLoh z=JU9srM^tlw~hy&ug*N_DT>2CGv*8O@<+{ExcnhU6s6(5wU&p%EV3#KrPptdl%2v* z?bS39qi^J;GCDvqmODsJc|*H3vKCBp98%!WUx^pEkZD2T!hJ-wCeL!&{V_DbQ_D$O zk$ABmE5Q25MstkHQPG%8w|SvR*k)1M}yLwdgN(;3ibIBlVeZ86BYTxZr4qp8BA?alH?F zX6@WDw4g;gKvuUwzl>P2q62I1(1CEH78qJu;pjk<-5J{1Z*Iq5UPWtZ*(iq$Y2xp# za$?Ub`%omc9K@DVCnq6vC-M^Ii1-_!D;gcs(o5;an|JUcj0uZh!Tl)wdE7k|J`=P< zbCx=aMO*aA^fpW_joND$7E=$IKl0{eT4bTh!<(*=j}FuZ(1F4huyj0xwzZ!67NmSd z`ybI{A$H-@`qxJj(0$lD@_THyE*&k})0}~AJ4pGs*RAx3;%kY<%zfurb`eZy-e|C7 zZ_ys`!)1zOb?^I^u3t%l7v5&;2#X$csPBAXHdQ#JH5ozngH^cRh$EG=c0jDG-nWNo zUTnMPfp(z=DLWj8VTYRBwetOTH$`XmSQ8{5>m!CU`TthQ4=U6&0R%8oFh)|?|{&F8P#gZ28>~$2~ zVb?n!c4{NaZ+^`=4WThSrM&_5LzuXQOv37QZwB58Dw{zpzsp13>?488Jc3*5MZsc^ zXDB=P&{MtLn_ABV$*3AFG^}d=Ym2rjVCy`%0U- zM^*sAs`;pE%6`A`{$bI^^`;*s!#~sPlGB3`(8&pC?i&=~r`>~%uX?7XJW}JzZCeH> zQ{A|`E@s{BX2lJ9S|!yBSeGrM3 z8MwPHwCZwrRb^W?!?O;nvQo2Se`uC07xhCQx;rlJJeBFfT|KICVj_7Z#4wHpG_?We zioNZjBR}q>(i8!Ul~2(}BQNF06l~nEHUF5PaG0#?tJsyS*8eg6VUX)?ay!p8v|v~I z+2=|cKuCu3Lg;0fU|2)UBtw1*n^)G)dgazmHxTGGZJI;`CFdSSh#I6Zg|~Z4w&i1f z3@-EXDx~uFsXMm`GM;NMI_ zd3WSx{;6lG8(8;yl?p#&f3T3a!mQ1XxWPSeGljyCpW!@H1Opp8Bqx48$#;zBsC85k0=K}gU#*#KpYyw~(wOWp!aC<(tXCY9)&q&I}2 za_~axju+@aW-J|`1F9J!3le{;&yQhvNNMVLF~6K1UON{1JHBR4DaL#Qi@KRdu=S1V zAV=&T!urJi`mN(d``gUt92cVB%{U+_&BiL`PNb}D=oVorCmrb5pzcDx@y<)^svWvW zs+ew9y3aD)A;>*4&``P&wiMhv^kz#GID{n6ypgm1^!nAvE)Fi$jgRNKcbPBla!r|- znfct)dy|xmk0u7T$M$@(-|^v;h^CU0%g83hHDFGRoLKIRJ88WS%76~^J_I>%eLSRv zS5%q&NQ=Cn`6TObl>3~z*%40ZVf(1r`#Jg~SfcFc z=sfeevVYGo=GvZ&GP5&XLg%#FWi#SrEOrImQf|UMiaA|&aaU`fk-gr9{6c?y8P(yN zoZ@TOFmp)WQt}#Q7Qku4co#M6EL%wnZ0{lKS)n6xJTzJs4(@ewN;IjnI($B{FErjX zIZPsf@2X53V%j|r62SExC17YQ3kWJ3EFuH3Q#<F_VK2pCnC;;+46nW)Mn9MHDAUbeWlVw3T-7W7!kw85W z%CbnhWKK)%m${1Sy>g%^bRcA%-DFxE$xovtilk-l%2_tjY{moadgbuS(Lv~aLBvR` zrRc0mdCZdq(MqB4aa%6a1c_%`s|0fZ(8XDA7J)Y+cGD8%*N-2ab8{-sGt7y?E}D zS@D%M3I11E&le-njf$W&JV0GKz(KlyhL+@Pr!J=RKFbfJ?|C{v&>^qGw?k}F1NFChvSK6g;eD;oBg;<>6YUBe z&!cSgIc};ctf=oGd`&N8j&Rj8Z1p6 z(RV>+IhzEMT4iVJr+4^a$a?D4rGn5TdnvxD9os(*z7aB?cJuvQ`<{(=6S~Fux=_lS zvXaK)1I2?|+_!k`V>%TeLrrKMRf`s1bj;JL@a=n2=zzMK zUf|Gu-qXhw&7&qCXHNOEG#;CI3P2xn5cj~%&QWq1dgX@d(c!^a=#$*_N!;aEth*23 zad-2;52$p5aStVp4hO+#<{o&H@!5LVMMobS$j^%CeY%@l;OK!Grk48v9{} zBvfCCz7L%s)CU&9t5og^?P|!b91k`*ZjJp}?)H<;tSeKvG{Rl*>0 zyqIY3lfZgd?|Mp;G=Gl2?#j2KE}#}mLI3MyrHsqSy9*t$r#LRyXHPlYs5m*Lz)#}} zWoSW*u{9Ji>76vxy;M>lIp~ zHGP+~lEH?#y{_np2PZ3z>xQgGCM!ptQW^iFX<}!1<#Dr8SlGuPmYT0BWX<&tqL=-5 zj^trn&8zkkX6a)M9i^OMTdD%#$x$HdU>T|VYfQH5Ss4B$LnKFh`jm+7>)foZ>c8oJ zspQpPkpJ*UT=vQnj8Dh0{uBx3)ESGte9i30VHLI4#k~5ii(C#ToX+aEo=x7xv}goF zHrv1|MhM4v4=^0Js_h!A+@5ACXK|wX;gV&YHh)IDx4W5C%YPh6 z!=QV78l33Y7=veXEI-FT|Jc8okbijOO>cRFeW@d-+N)a&Klu?nWRu{XCG4lGqJ%AOP1pQU2)ymzGPxB9SFZo!q5S;b9rnn)2)grcscf)sleXm80(d(q(NxH#ACgOV1ZY^2>^c13@t zMM6loTpQ1>^5*j&rta19#>hn*a2I~5#ElluV+WdWagHQG$1>~`Vhw4cPwLCNaHXOE z-5g!HC)f+sPsAwu@Gs?OJsMcXgr_v{cIRnvMa*vTeVap4N)x_L^ncvbGFs0ES`^$F zoYol}{9W7Z9d-mwOoyi*B;knKq?^f}r`xG|X0N)&dD3MKOYGKW<`*<*$Xqub02GvD z2Lqwhv{?|^2;0MZYx^)1-bvhiPl_hXoE7?vcP%o@GLLe>Q~5o~DQ@B@nZGV6`e=gH zyWqi74{JFUfpgc-#*K6q*DDORVpi!|2h36Qc z+ASuRmsLv|&`2bY(rhnP@}`?|-{T z{L7*6gU>c6vxkrGxzca3sP{yi43p+WxehfMVy2LUN*!2sQ|sB>ZWv_KHt#{bryOy- z^S09Utwpzn$@?8I0!eLwM2(Jtz6D%4`hoXa(oOgGlM8jGO&jARSaar>HG*7c{Y-u2 z@w6wX-bjJtq_4eQ$h$pTTnN1x+jN7}FFWM+*c83GT|!zaEfOPp`=!(ry3FP|^awx3*k z^tH0RJx@9NnXOv^9UUznfDd2+w6mG0``cer*OBV_LwrzNN5ldJI3xTkBE>1cbAK=~ zJXS`W-8`||9DMWna*f}`V9FJ$OeX09yey~j-r;OrV-qPGyQ~}RRr*>?)yjieEJEr& zv)I4IK87(>D8Bw~cE}ErlN#ZouS|ZkRJ6XMy#>F}t-iIPugPi5=ua$EE(&xmK#2}y z8dkz0XGUbf17eLFup&fG`t_*@JMF0q5H4&=FdJj96FLnsvu9%a(2r1fy_qFheqN~D z4oMR!h(pwLk~Mn8CL;*##D}57B#XYeqv4K+Z+V>`D=)k)0qlGk@$LrGqesCe#k(R( z>O4EpP3=?;7D(L#mMfV_6gr?PI?CKviz5j}R^D~Kk)KNl2yl=RI@M#j$vNfY`WxwW zEa%nOX}w*$<*MCaCzJ;EK0(h~%Cpk}Y_Jg>IJd2VWrz;k z#r1}uk@_y;#TPo0#Ds#n6ub~Y?k9S3f*i%?uaxI;FIhKDX_@&7xIp=*R zTEA9kTj_y_u>Gc{uY!^v))e15&I664k;Z6m?4Re*QXvt=HIur8?Qw&M8P)waQ1>~k znTMZ3A8{7gEhcWsM0?U@ELz1PKOa9FHF9ixcF!BZ%tg_Jr;wx_1wp$H4z|d1fuGmF z!b>3zQI1&lwmfUU15Ro#dt2^2M~5$vOJMuz9;_Cg;_GRF+tK8!Eh4ktKB$Cxl3*S+ zTKXPt(y?&aHG@H4fVyzm?6|DRNm>S}UL|TbK_IR=$-2+y%0**8N?o$wUmF~Up$`&os0d=yMC#;XwJs~ukz!GkxROQ+2<|7j^hC2M**u+^u;jfBW z1GIq&1!T~U_V)aksfxsx=N9!`ugf*7i|hzf71|T^^?{lshpKRx^_w>ZEi;#zvqy#U z-{*&#-r4!6AWUV%_Qiq0ti!v2^{S~kWEve<8$c3CBvtl@+=ayK+G?-uxV7sJ{|RFY z#RVc^*!Sy;dpp_ZCDt4ReAtoxAYP^ZLAPXMTpJa9Wz)^FV;{fhpk8620yvU>?a{r> z$BG}l9xc(}>Lf)&8=48{YFdZz0cD$zx-lnrAFs8UJZ<*coT4H8#jG3m+z+4&6xX&$3r4~dR|Ilp(Ex4wUv)ef~dr z$%znOz#L~uf?2}!4veFdmeNR7*vXz>eI19G8X>|vI9!)>4F29V00tgCo4i=i^4`_x zS=$~K)Z{rBX+Y6^*tpSu4%_^5*yjJM!!~VytsOF=X?Oqhp4bWliTIBf-VP+^Sktm} zU`xXlQbOau9kZQ!ils5*W+mu=Kk`Z|ILZ$*V zUp?Q$9I+F*DDTBWAdL{W(Dw)c$9I$eEWJDA!n zDVb?06n0&8T-^&r+2IKf)<2%2@CByrUt1!m2gEWxgi8Jcv zCFtFw^1pnQ*SE=Z?sSWm!S>;bel?q0IQADRQATTBxQBgEZ^x;2FkGml9)ns*mwPdR zM>8EFOFJLsJ5R=A1T{n4vphr}_bERI-Knruc_)Ch{ELsGWEmYG9fS4cK#qUESP*hM z6`ff9oRnA5Ih>bNQ&Vr}_0srD@yCGc;e2l-!VrRjehLCE=r}a~EcPBe?I=6c<_=@E zA$?NO#$XQ5*p2627+njwaE;Rz)h)F|F=4q)Rek9uT`ntqf8J_#VbkW>Zt~Z{y}6+l zr%4il05l--Gkn(@Tf8l&oUs`TbLyv_CXh7r{5!jO7o zDT*lF0gmA`;}FB2e)ZD{8OHHzePI#&ybU#}TSNz%-pc~e z-Ml+dvo3Ui3!FrG(1GXeL?pU0U<#JL!f1jXRJw>G^8=pc=+EFJ{LH6NV(B6z7PtW4_|9Z!POANU(vqs563m5FXKu zWi?NbrUk2IXvF zi9+2=xEniU`X=WR>ewdmm=28_{y*DC|yhA=fgsEgMB z1~I<>r!PFV^FF*9{UfwMo@Hb-j2+mG%L0G?(g&4?=@5a`je19D_qvfV%=eU<=l5)+ z2%C)CEj!%xC#6&H-agDXQzcMYeIq-uag5647e4nDEhiG$m=TPa?jidt#rz{a#f^^7FF*PV$ww++86t~56F zIl>U0{BD9bL-k6Z{-kT1B2z&t_s)qR9c->GZhkWiv}%_fwu}kM80Zr@e&$_^VAjS> zn5XZfhv&FF$Xl1QJcO=j>k!6feqDzkzvW_u`P16kQ^y>ojQGe*x&sBRYi-wKLVfF> z;`+WNM(L75lUcw)3p&8IYT=j|gPbD^-?i`zHzvIKTr-$5$2l!C_UxJ=!z_GrjQ&}! zkAW_(m{j9&4x^N(^))8rPQxNjvFlm>NOkdd-7+RiVc>!Eu~#n4FOA+Cm@0(ap4$=n zWrWZ4+wTy6v$!xlqNo8Fl6)(KZB4OEgYDZHY7nl^pe<7N*4OSMH#|C`T*aQm+f-uR zzqx7|W|N`gICi(y$=5LDPAT9A3%OhM646rYC;7 z+`cnzlO2LY$Xl*|OZ7KQ->6ooZhu+(b@y{l=HZkom@m`4R%1p6M?B+9PwgGi4AHo^ z>&={|L+Q=HcS|9r{}MC)?231AVLh^R-a~BvW{Gao+++McY5j9L#dP4__pbkb+5TGD zz$ry)D*D9Z%JUSxj~Ctx#$KxsS-mOSlro{D9_W1~b(C?9J0m{D5kBnAnk|mlAa9zh zak+SA;$Q6^1~|{iz0Ve9eOm<|c9@>zW|Au(w0h;foZLxy+wqEw-8UVSMV|GNE&t54 z(*8f*Baa={gV^c_!q7HEr>WSw&f22p5+0Mn_o|low#a)kSRw;jJHi9od;|=X=ZI9wXs#$-$Ff=~`WCZSouPhtg>WZH zba#8aznftnFHt9XVE4XS$-~8fdpNp_r35w#PU1`Z^lr=Z7Xt!(P3e>RSf#KH5kg?v zTT!n%0ED>}KZ@;)hrj}9I^a7;2WF*^KYat9ZP8>Q>>!BrE#8GV-4;zq*ZNyj7C?lF zs?D{b!`2-S@q|paGcu+7cX4d!)kC0Pf_UBfJ8;|gpr#wKGP(EdvBB9XhxiFT4wJY> z3*>DzR@98%P$B?o_u$Vu!ub6)&ipI0#@oocBD`1Kr~5}Wj{kO93MX)j)l3T-!|wTx znck4BpbCl@O?sSbHkrEheZL;jF{Ho=A3JTVnDMzZwKGj%ZJXH8nH{ub)fS93Eo~A@ z5_#b7k_Oe}cKR1s3^d9qCU>7z#>balyTVHBkqxQvK}DUR!4mb>DV2K^t?`u_|Y7JFp~ubnZ~cZm$IKs*>{v zcBYY?yO5pyo)Hum(tfHJWsj#?<8Pm!ZCIPzY#X6as@dgq-(If$<;t0x@q6TVF~%jhTz?yuYY0UGW&X?+rx zt7;y!zIvZ@#7N470**Noy{$RxG3sv1R~RCe zv@RX`gyNN&321MS7_%4oIy(0(;%&3#4RLX^)`!e|u@5p@E@7fmm?@P zF^lZ4x^#2x))pQwP=*e?>7jBdm!UQk>`11{kn-Zx`@f1Q-@BCAaxi&okD`MgEBnh` z9pWebmA>5G2TYI4qB=z&w$=>NVo6>R8%d2P`le6t~RW(9K%?%`emxMm^G&6ia5_OU-6* z&9h8a;&+sxvt29rxAo=TME}Xwp!?POA9{lG%j{-RKSlP__KX=`jCnqG!+me4LvF6D=i#od z4}PqChxh%i$bTyZ(3`V?Eo|>)Tdol|shhcM%hdqXj9(cmF4U&>`JC^j-^Dg?(q`H8 zQzDxz@?sM>-?I+X$)UakOEge}a|Li87s(n>bZ;EOM}(XKGw5Zo z`Uy!ADw1-f$!MT!B0wD+{;b%NByv62UI9Ol%sR?ELx$u~_Q)k!IuM8>B4KN~VS<9d z4wMobVFIuuSOZ+9^w2i@$eUs(QAF5~2-hURs_oK76m1PIgbgaC1ExJoQV4%E5y<*h zGKO&an^`O@1)Ig3qPY3K6um*3_iM1k6dW8bkc6N2kA$8{u~9MbbW1`Trr;T<>vyE^ z&cH)TZm&Y&4N&W=lc`2{;gATG0HemF=IW_ooA&jmyx%)K^5$At{K@cH_8#1a>KA(i zP*$)JMp8--p1DUA6mQKY4RAj;SI`|^JFWIX?Z5+rMqtD4k|0@* z-r#cIKLFasYwa*k8{wUX5sr9)8q{1Wh-wnMh0MEzU+s@NH;_QR_j5;^S)=ON_U#I&SgJQ~L3z8;E6?hqxO?cBA-b~^@;U_0^uQV+Ol)b>GPmi$s|uLY z0XxLfJUoRskmg<&t+nZ;kvh@lPWiR$SpmeV+YqYISF7 zDSLbPj?z^9v$#$KDoyv&fvgF1RRrkr2!^2)%2rP~*tUtGXj5hJEtxlSU)$QGe7Pl& z#4n}ZCE|g4w5{jH@pj_6?*~+uU>Lj3g9I}dt61?tME{;_qiIj>v|XWuMbU*lv*sh+ z7Cw4&j_9uzoJ`c4-WABLU442}C-HOT!M{Cd&5@Zr6ylg=yQ}kz%Jf!?o)8^=0=f-V z-g8G@fK-QXE<*aO>gpH8&=_Q?hGJi9-wo5dCNokT_J= zE%dHQ?&gb+o#(4`oAqxU^^%`rT{?4Sed~4Eib2`Moh2xl_C<{&;$J=x7q_Nos<6G0 zVNXYBp6vCzh<3pX_xdl?cZn4VxZUUm z*6&YQpO<_OsoMHNv)SNduld%{;Zr05bMv6yEjqVeLpG4?a{YpAv0{EDX9DVuRjaf0 zY~wgt`?|^JH;8^$ov*BPz*6UQJ2zkZ!ki)ivN`J!>t0a>NUHt!%rRv}8yXgDEce8` zn(wl^W9t4`LP=G)JNh}5hjg;S%`$xL^BEKos0M`qEx@%H1j)d= z=ans6aO(JMiowhtg{#0wtv{>0@ug>0LRlP@gHaPbs>?1yE}Cwm0`f!5 z&lqlEh75P}6JW!=Chub=UHBQa6~(~4M{AHoRZ#e5d2X3r(y3ZHaBj!K(ur>@y>t>r zpRT&dEU|m4J2&-DG@Ym{)Tv+|f;r3DN#x=>m4K}97_>!}KZ@22h0d9zr#E{!^ z(n+Hh6}*#2uXdSxEU9EOkzmcc_AM>4NSY+r-$Dm=7F_F#4%zJHJSKhgDjl$XnVTPL z6maiRr9-dk>vcl!Q~g4-^JHlFe*;hRzo}O{7u_L!VJlRNW{IbWPUV%5ftt#P*OE)C zj*X!eRw*8W*w6m&zv!l+?BL&p?=EzB*Gt~K)8!LoQD%N!vcf|T{L8`H%73XF;dKm| z0#TE5U`kh>Ro!CNGppo68<3$NjUNRvR%x_Rs0}$c1_LwLXd^FVC<52X-Y<4bqeq+N zmtu;vKS@47$ni8WJ~aPSqZ>A!umRul7N8h3aN1W}->D>xH(w47UJe%ks%GjOR|;;# zv3u~JRkm6STEyhO2ui=n!kk%Ww5oF}hN8RH%)*RAbcjf~D_RCxMM0LweyK!>1M2MRl?c{08DICqCJJaZlNrLfKPN%r6K((?b6FKrWaQKqbQfp$7*Q zA{j=QlM=W2;-VIZaVM%{7=5t1bT8{bo?KfbWB&;ZU~@Hikk)Sby=@$06(v4?z1p{A ztUbepYo#PFfMe(=WC{jF@{y>;8F;1*TQpZgqx6oPEuAq1JyuVyDD$52tdzf%A6SKf zP9McB)QvLz3*y-^jO`lay5D^;J*$y*w%crf@!3${FIIu$A`E4EeReR+Wh3KI3n8zIl7A%I1K8M9abh)r3Ycg8$V|km+Bru^@FiCY-$_;>attc-guqd;lOLV zuPS6$?~UPf#=Y^5F=#~lFN>zy@;i^GmRGFJ(dng7iDXd?7O56pC4bn0NkR3Z$y?*r zt=b)o?Y6z}IToy^wQX#+oM_X0L*DA_zCo8`8BA&Hi23i6koXr+Uh^*-^C;RoL@RT<@NSp9{=2G2L*3V&$JO_uk^hM-9k>L(Dx?L z5N^1YDi1Xp(Sg3WBH^1)zQUHgQqD8y`Ywx4B9y3K$wp0)rrBiv&EAg_*5%+KtS;=jO(h>)&f z$}bA%gGWd73!>@?C(43AiB<$v$dC@u)=uMQ;Jp|OfY%@C;oISf+K!_GCy!$(R5~!A z{Le%GJoL{)|2*{1L;ofZ5jI*7c>A|Ug-rHr8-M&{Z0KUW0BR53S_Gcn^rJj)HQVEKT-Q$tom)Db+p~uR5kn3jjN|q&)P9^w)NE$YvsA z6rH-a6CC{uuDviKMV90jCcR5E2`YE7kT5<4y>+YR=C8PZy#4fldkGxIOMr`_1y*Ny z!YCs1GXEk*cf79C*E!F$x`vwvG=-A z`=`&IGlEG*4qtm>oeYov@lQsaUiBvp-{DfuXxwJBhP^&7_P5KZBCoFdUel5xwm;C> z5lkTr*wKh@*}cBM5|?jpH`#pi-uk-WXWKs={v_hgc;*H$`<$Cel<|zXomAcx)=_c1 zHKTK8@gN;InzpJQEcbWH4LUE_zWC@Bb$S20BEpps;S(Y$tMLA&?{CNd0S(hG1_Hx5 zM_cQHdaU(-cN?*}vM}{DkJrxIa7yK{?*qf+zgh;`Oi_Q}yO!_sYuBj2S2$sdv&o** z-9q{FaeKwJ?rhgThQ@eYXNACc+oZ4F4X^#Xan89;v9il9vv#VxFwI$GL}C4(SoAxH z#47$+NUO7*dBm7^76EmiDOZggjt?`qmVlp^fj#*9NYf{dwidPD91=agc!>JA;#vhf zBaDd*fbZ}8`Fw`^KIZy@0{N3ZM%GEnP3HiA zyDa$W8wZdo890E!SM-BU(DUS$<;y znL7PHUwpsXKlCT`j!DQ(KSC<{`1%QS#o-{P!0DOC@+>nLGQVO2Dc#lw7_m;>tw`=p zqZ7(!Tk)O4EY5^cHBEcsXl|MxClFc!*P;ev46 zBpH|se20^cKBj!lnu6_$l^VLgqVLCSeY(+#%Msjjd9EPK_iJ!WeKMpZDGbQhc z9>T`>kd|`i>vL3BGT#2r_3=>4Xm7#Z=kAEfMgGcC(0|JDmFMZu8z1W^wI+M?uQmf$ z=R#{v$I8z?yKKxnf$ZEyOd=hp9I;kQ^;B&o_I!yy5gTc{wtdlUVDXyyI%B-~!&K&q z$zJ409`OMkxD`fqBlTT#jdwF#pswrNfBn8iQjKCuBW8(Iz+`^q0b6C}hTb$66uVn{ z1$2lM+;2C-?KYwNwrwFpm0CUh%DCWx2SQPY??4J$Jd*;zMxG$r()_#+LJcSj0@tL~ zhuBS#n`p^5xh0H+X|g9DHjQM3WiFI*9Bp7J?Nt?h!tLs`AcPrK_p--hiM+H#?}N(x z(;yH{>tgFq8X^{7tor1;WFt3Sum?KCBkfgoX$p{X6a8vhLu%I)d4J34MdPhi8 zk6RIy>A>@g6Les`D~5WbXy%2F{1!S8a0RM@mr&#@*!u~VwhtQVz~&BGC@gpNV6H2P z8ClLJ|9&(MaU0dwg?fXcu`QxWk_9l%$OcPuL35DIHI2ht-GrsT-86Y0b030qqkb}k z4xB1%huCLOq$wnR3e$mv{5`N#?rxCKNhyK}Jq__^Q3UBg1J;EO_#Ll@jw}B|;y)z* zL*hRq{zKxw4T-`(_l_FLkE&v0Ywt)J#7694^@uPQ|hHX8Y|x*R)F%9yosBqfJHs&K%TFs_Z2EX0ov*L8@A|kv(9}~ zhu*;kZdZ=BbdSdek>^d;Z!bU-?=FvGG!Jj=7D>EOAnVopW#o6oq^G(xqJ5SUCIWiag&xRD*# z=|KHF9f+|~zr1@~w~_ays*BUxSfvy4IW4-1_0&6}bYQvu6ca5{j7kSImKy)OX(3AEcnU@FP<`jd{_7k@j)79o!&~}^7uEmw2HavFp{_V~Iw{j4<+qx+6}BFtD!zQ2 z)p+F#L8|MJXC*V{z}C6yAgiIXw|W~`KBDlN^3Jpa?g}f7L3%FOH zhIOkgla0JDr{%FXF>QRV+Qr3be{JoNbb}`})lnIK7A}e(tf1y-ftT?)4`K+5{TUCv z90=RJwrNDUW!mOC(7DO&Ul=|{%K|D z9DDhi1p~22(%^~Tg@?4D*W35#5oKit?nnjh*>HDFYDzJ16=06zB>%UE3H+xoEC#d| z>xl0Qm_qhpC(-=+OYZ(}#4}qD78}(bm7|7)M6psDbF~+WuZWY`0s%;c4p^f*n)`Q5 z_6;cGvBCD#F4bCj%*)@CC);1Yq*Q5qb*bv%UV0cit`mawF304e0#Ozq-`WD39Ml>+ ziG8iv4ITR%y<4xae)!~<(yJ10cgf!zx(6Mh^58WpL7;~!PiV!)Sly5=l>mgZ-)efk z>oeWlewMbABb_Y_Fts4PV_)SBTu6C;luU^ldNsmaN1>wudKyTO#q;;W>yk zm~yEWpH(65xt=fu%i`P0<{^jx%kEd)XCbJ4*1PqPXK>ftoY$n;m?3KA zQHJU!fA$yu{qM4?GqQP7=+RfxaqSLCY>oQ>AIANM;A99osrvri_{NN*+PP76gLOGO zdt*1VoHlA*$=#d6EKqswv6_tW#k0Pl=a_o0HRxa`-+?1!@Kc5jgB}OW!S8b2B_>f{ zRqBaL{^P^%?r;)HUcF$9Q~^+LhUfrhj1I`I+%5YWGc+{9M7R^AuUBz;waE#1w7#9M zK5OgUC0@m6`74k0FGYE6_h(i9x);1J(H;+fQa21yEn18V}e=b-0gc_^BG+|v!s@5Y8 z#KF++{J^T$bRdL62Nq!seDaqs*Z04ENUCvzxkB-2E|uB?CO73{zOP1R-(M<~{0;GZ zMbVdqULG@gY1Z|PIo>Tw#s8SgRdF^ybg~ZCdCV*;rf%>P*B=aGvhG3)4BKE0Y}~V? zx!xivTBP$s|E$HAz^e#m!ML=Q4o#NF#0!##F;zOL470BKI?P^vzwWqx$=BJJy`B~D z=ozb&{K-qsKbQ)u2srU%+QnA>J6CcT`%cCFN(Y+ zL#tsqg!LDA!sYVriyajXiKavNve~!%ML8=YUmeRB@_kaXazt2nKj3gk40lcuuT1g? zaUW;IM9#k^bY&|%BXVpyFXP?1f3JkA)iB>YSx<`rC>`lP&1c7LI;12mkUVi->(81b zt$$6<#jomcaBUvjNAo3>vzG?2h1N6-Oamqxwkb`&u*VjInDMd__^X^-=*J*l#c@fhPy?#)paZnM+1QqvACdFs zValBLqUl?=Y_~M?0S3b~6hxK;Xzx%q$8nt(1|B57(*I=iA)m?X`02aIM_o!iCn`{d zR|js&RG9=iz1ExVp>n<-fNhfXbii`zv}&W(tV<8SinE<*GJ?P0uHmd!&)tB?(3&NWx!n*6oe&WX3nxa*j*@;ZTITY7J8-f&52 z!}umpmk!`HLOONPonpNvS#E&?p9rqE4UT-(&aC~k#+%LXWKz7ytB5bwDnid|{sxg^^cdK+x4JaY6UtfF`mDN{_jgzlW2kSe*o=gRv z)xV$HF-VzrUc32KNFgTLZ*{KP=fy;QrDQ!gZt8QKEFw5buB6hEX%tQ`2BC!b^Zds` z?Gh|{it4k)q6e*Rlmx%eH=8g-F$j*oY2Yul1_I8TxeR_eU~0AL(I=yzr>mtGW4@z5 zTTVF?*Xo~LJ{|E$(EJLsASY9N(sE&~F6bS0HZ7-Kza%y1*Pz?kVnA?Sd4pYPB>)$|FHMw@ld_} z|M-zgNwknPQ&B`wWXU#Kkd&oDC{tulNR|qRRLUCOQp6~VY?HlgqwLAPjHR-ceP;}_ z{mxK1Q@!7x`+nTt`+MJ?@9+J`c$hioT<5x8*Xw${p0DeAEi1!CKAaofzTZ2jCDQ{o zdCS2aFhXWz9dp{5b6W9T?zr&^(YQ>t>s=|zhunm`_6%Fgpw7)aW)jj3s^@@+hK@YxuVEZqyep*=V z8`6p|X_;HcXW`5qBj{FMu$Wou2l3%!5~Bw)`jUyoFL$9uwXUYC?hjkTpb$9gW;D!& z7+kvh@^7aDK!Ft+T2x@M+U#(6uFomXY@40$GD3)~Mf=MYTv8C<0Rt_I)$$4b4;-QA z{G2r|t+@ZAsJ95i?J_pgrIbY9kpbP1m%W+cLsp;x4(luI?@a`yYk=Ali|L3q1e@xH z<;e0q*dIFcy*@z8|Hd;a4W;@47v==bVIVmL^?-xDJqHDdw%g~b4zlRC!a89 zSGpq_3f*N&65>}P$6&i9u|6Lf-PT&;N`k{=Lcj8wDfP~U?4I@4FQWo{3J%B;tiOl! zivwQhMmMYqdc`eC%Ct2avNwKT6uMi;(E|p^S;P|tHRgp53Rhk;l?dd!W^No%W#nYEI?ztm=4z5i2P1STDWbxc$`8dFUCy3;6 z7Q`JPB^i4%SF~Vz>yg9HKsi{Qp6?sp-+a@CVcPOrfCt?BjJ~MO;th;+5iVCZKs}#! zpaRCCR3KIq^X({QxlCv}+@*}}Fd&uAi%brtni5ldNUpS!nFlC`Q?wc2u3=fjurlZ0 zXeIYkIdj9GihQo4O|8lt={BUu=OD_}*%+t8BVcIJLElr_4a2L=DD%uf{0NKDgRa8r za4sIBEV^&uey+W#k>%S{zoAetlxdF^*Qg<~^`UV(*lE6K;*MyD8z9Fs)bKmQlhJc+ zF)LsRIId0(I>(=R_%XaSEs5<>zu-bk(D&QuGEO7Y_7q&A0)^EUC!e>!cy0@bXEj&O z2fEHJf)Ywe`fMnLcmOmpxKRmBT?Byptr~$WJMw+AVIeZ!hTu+q_CSqz$W2papisEQ zlO%2i>66ZXPM=^D2zi+5Zmm1~2PRLZb%+H$vzEDc<6_Ea+yjp!V;>aKqlNRN1#zF7 zL6jVtd3ZMjv-b3zpky+Tto3KDi0rP{6(orwBGp;Dshj8b0`Ab-U3mfb)u*JBU15)= zNnS>yxblq6^ost+LZ#iImnTeUw&j~Am{(OMLqmAs7?M@W;ouEpeVpuML;SG zv8tU{;#puMZmMe0B97GknhN*ZN_^ukppg|?a${r<>auDFVt?)akgGQrv*7+%G(XlD zT>@N6RTc$Dltx(uW5@aWo#o&QR8-*Gd+Wa~D@(eBw`8#v(`$U#v9C^CCbC>9h;M@6 z=K^y}%_WFs-jp4E5v=h==iYqnMP(j2m_PNo*}!0{y-y_GxYzh<@_AJxp?(OMpR39( zb*RNT?0Ne~gZqNwQ6FSYm{u>4Ez2kFox51TfEyf>bjs zo9}xlQzRF2*?#Np_ZQXul*6`R)Z|U3iuip#?}tJ;*7e^d6DRog0=96ynr`z8>uT{M)hpl$`d*vlh?W zD_ySha+X|{gqX%Om@31F-Y) zs|#1cZR9l1VJjsQiZ>R)`2cosuKVLzy@H0lJ2Ikm#s5$h5YsyJOYJwsxQDMQN~bE~ zx-0s8(_jNWAU?n95EWRlnC18zgJfhziM8}=`C6?Tvu!KhAZsG0{U<~I)qERt&R%fK zP(@wsTGf^L9SjCEH=QdwO`y*?zBRQMKh&3OC)p zk;9<~ zSo^a~Ss!0I)35tqXRu+SkT#w3QW!r3e$Nng;l%9BdAC8LF%_sxaXU)|(kyhTK!ZgL zTkj1lX514sb=ZRsY|Vi%*C3xR$rCqAo>)gYrd1q7+%f}_1$;dft^W&-GXJFyHVPz& z)RLa0KBfXDpTa4BeA1uMLDgVM92OK!{Sy#Pu2ey@dnJLf4%romnzH{aMysa4}UVc0>=FE{){j1%?0kp#Ig;thMNLeNsfu+gjr0d?XckL9iK+14M)C z!9L4LwiZaGszeMY(R~Gm6KD*-Z1Nbu&Se)ZS^;$;4m%4e-UbMPFaJLPEPF%gSucnF zYp=WkQ&(p)my@&8;@5w8LP0aUPwHXBJpUEsa49%r<}|Zt z56}hqx4_(_l;Nk1y6@u?XhvZ_(U)Hioz_OmV!%`s3~S| z%Bp383H_7|T=b`S7zRt)+`_Ybx6m6yG)ocLM6ZeUQ|8a%*AJdU72g+khFmALq~~u z+fAM~FYz=|aE)MpH(1-PYjRh7^l`XJ*U|h7rYSb=(QNZyu@7RH!S)3^5=nfXBr4&q zTAC$q_0UY%w+nq@CWQ)QyrlvPxG9cM2bLrHnc9B0LM~mnp}h+84|If`3S`Z6&J$46 z1pSFgqKX8Tmdvo}i%}_0JyUC^2I?cat&0|hHP1}p1ucu1M%PX%umY1bm%PQ~0iFM3 z@&NrBG_;%|aHWv2c0!SN-B=JSyhg@=eJzE1z}AdJNCZgMF-;braC1fC^V^ZE$PuG@ zNLd7mP?T*JC1ckcG$$mGGl;Bcj{;dBn)c==1zY*$53&NOw6ookh(yO8`AWdfm z5nJXA!vJDJO?+O~juUK6K~lmEa5L9YH3-tiDvBm=X(wJ(3%aeviOl~WAJji%|721s zb6=nlBN-DnWTK9UduIY_PkG#wnrAowLO{L0@r9980J)9=GEW4xiLB8Y!A#gcY6|Td zWrXBNjGNR9;yY^s@MZbtyns%c)+U>V{P&xV*k&&DNJfl)Tb%kkV~;>UR0FhD~4`{IZtqE12$+<{(t=iIjiqW0qzMU?t9N-I(ANg*mY$Hlf|Ixvh*7|ibn zuh_Qcc~n2SU@AXsG%^9!N|EjWr+=($wdL`=!Mh^+BPfT1zO7t#2Co-G())R_5@zS8 z^Tcj?`@<{4QN|Yrl{6yGUbEJbmg_ z#5>Dpj}2PwnQ(*p0?nEAJdE~l05JNGPsUvOC!@mHH^_M^su=sOQHUeA&usO14(R`b z^mI>Xt#mRUln4u`G#%J)_(Ob(q&{UiJXW$&o5e?g)iuTL#}itx**CY&4e-am4?dCn z?x-xkXA2ehPV~x_i}!8MBnm5;Tw`qU+zb9=yaS)9j9pEajn3peHa~SQaP5rHa|nwp z(j)nC_dRR;`;GQGgrb;rsPFw1{xM#Cr6nfT`Q6l1DXNyqS5@+xtrOUNdf3Z|3M>hF z(OqR+0kZ_*IHq&?-A3@dNJeqY8qFiuYWHa)SwPQO7=LTi-a?vko6_a1HTI0$c8 za6fptB#(3TmR`oKmW(C`H=QvMkPo|iXqJ6Jd4<1l5qsv+-g5)}-ZQ9EkRhWdsKvcP z)8pdcY>HhDWEj?#fOD->fCtD@(Iq+skw|KgnH)43JKBProH>x;jbjuNsI&gEF=AlW| z%tMG-vJ~J!0spy*hrh9pG0%qkwc6(>CvAEld?bgVgen3cZ!;NmTR{avHc#|YN(&HF z;8+i)Z}l&B^cjZXf2$*nKHBXh;boV&ck~vJ$L(0NYCx>o9($>`z6RLqyWfdbZ2Z{2 zHJq`)ZPbnmtYRcTNR1C{XS=ti;rLs2(0u5~o^rs^W>^_v_S*zh{|7(%(~uRq3bNHg z!x|yznGO*)GLhmdI*+530)#03eh`h{+XfDvYzA&H{ffQxr+uiv%B#@xcPCxQzKsxV zouWXsKgpc+fA7Q4jmqLAMaq=c64|9_7IihMOa(ND;Queb0-zo8S4(@o3a?R+q19&E zHIzAdOJQrwighgBWHeiWJJT|AD{rAUzz3B+nL^@dBNga0CE0}5kB#b=@`O$_zBrG+pjeurB z`j#zSA63@`fc`h!t;gZw0GBXA^K51w*S8sXRt*Y#p^qtSRY2K2!#kF#Jb1WMw1-QokS993B9IfTD zJgjt!f(*HWjJ3T*YW?=K`5O>U#KPbHlVpawUMInClnOPyX)cbbjNZ2{Rq0|a!tgI! zVv=Gb1<4?0d$0=1hDlAUO@cWF7tV=B3MGz-#|d-le&#f|p*);~m~^c4d9Zg?o*J@|d|K z)KBvR-wQtv>t=EkE57>LYu$MNjd{0IGgXUkkx28J~OJj={NumkY zw*N7;rjN&IQ7wVgMsjK41jgst>x^R~+G_=iS+8>~w4h1bDLgbA6T}djKf(6Tzfys2 zwh0`Wv6l>%1rd&rAfc&DpaQ7L)DT~wM*wOmFlo=~QiZI5V|=qh!-n9555b1wHA%tt z>YKnEzU!D|sK6TVE_MKc7^X-)M&5B#$c@SrHSyYdF1S{9@N*vB4*YZ2%?H4Dh;GaR zQ~3fF2)Oo#HhoK^qm=rMYD}XHlhRz_)@nWOR%cj?jNb#8F>CBybh`{ib8`{9X`TTyOzh$$JwW>)@OuZSz=9eFaHIK8@>L=BP+GCP zBz>YHi6fT~)K#S+`bl$Lhml#3cA)yUHhB&cz1=%5`#Vf~ti}rXkT@doeifg(Yng*P z$(tZC5t=k3Phoa}z*ABJ1fKLYsX+Z*Y$P*4X~@jW#x~lDM;(^>u)jiiU|oVN*?QL0 z)sdnyDo!c50Ij4|m+Ss=hvOWoBmmN!#b{R2>7K2-OI+HG!`z)1Ias!w-R5%m%!GZB zy{lBaKJO&w(ZWfY;_=M{I}K(#sqiv4vOfiRfZSmI#322zGx#X62AsvO&V0 zOe)apM0`mUa8sYuFCA~|gdp=q1zQCdxzCubZEr$^TLev4_0{cO^IB(0^-Vc9rUWE7 zGmS#JNGU>%!oo=f?qND=+r+!kzDlf=+UQLLyWRu$rJ}gSSG{{H6v-uNd{Sc6ezk|% zIpU-;LiNvp!aSsIX)-0$5MsbrWoXi8Y}9&2%8^_qXJzC$SE6rB%TXe z?2)+Xr!ioK3)B(JBXDNFGNOI`zdNHDCRnPR}V zeAvG3{PWOH5P=uYTcGN{fU@8(J8A#RGPGq7gaLgGj^706#wCtqWzrUEcA;%KOUcjh4JP>Nxdc>u?ooT;Y%bp>l> z``=*H>7&h8;9#P$9xiwqbd>qjNIMGoDXm0g>*=Z~8B=sY9{2DdoeTtjBwnVMfWHW} zjq$Gf#f`ieiBjH6V@WvA{a!7ZaN(Oe_yf}cj<7fAj*)hDXJ$Qac(?Dp|DpZ_gyAqO zb+a~;KwWBEyDLrAN8 zF3H<&_!tn&T{^#$ouPCnntftKdb0+HuV_No^zdv_FyTnC>VaMF6dovoWm!(Y1js{J zVYvx4SQl~XDu4rLA;-jwi=O2};Vo+0eH8rNZM0xhZaoGMtdC)}gR_IAE~KSmvh{sS zIsETQNY+K)#M!}e!LeiiLc`JNzl>c_L*Zv~?p)Ruhz&W|7Z^31lYE~F^hw%4#Qyx3 z^q^-ya|4L74aUZ*cws$h?bv7urK}FR(EU>oNJAE*X4ryeA(f9@?nCZzVa95ciLZA* z?~N{MdzxdU@<2$I1qHF)c^SA8KSm$t|3C2F3mWeUel=n@$&d@oXQ*>ZLBc7KlncuW zK*xM``9j?lBmE)rYl=noGexg~xG#||QNY1rbet~C^!_zwGTM31xGsOR4> z(ZWR1pivStjGkgfQy3u$&)mFq72t^eEB5oCv0sbMPTy4z3cG7%`CNXYP!4^X0(!oY z(qbmu;OgFg_SwTQ_FhFcofZh~z>ezvdb%U&E`9)+39i=l%6m>%Sw6nkpMW$R9p0fe zzaG+5=Zxm-RtFU1OTXHgmAle+AIF(%fb+|Q?}vL$KRY+-WAqlP-I6TAiHU9_|Ssh?uVQcq?`e5A>ax@d^f~I@?e&Rep5<3Z+2NK z+k3~_ti`y4oj&eMV>6t zpI$#%iytM-PbQsu6S(&(xR!7|DnCl{cv#E|$)e3Qk!FvA=W;eY?%Oeg2{3zTbKm&- zr{^Ju4IbY&7n~K0R*zvDRo}W(B}AIlUt-O{mHb_eNrb98l36bs%Pj?&RMg=1Tyn_J zSxHFDRh>tW#Kis3GxEb|f&_#id;ee{->XMesNF3TcQXhrxpC&IE6(WJ&DRV}r`~My z-c}*-0W-|hbH20`U5w^9-+sJKYjvpGWQD(OeG8Mw`{DtW;MK`kF+*FEnw~z37toR||047KKjn12o4`l&{&^i-O zrTk~Uq!IEfteqVMjx$bniLWp!?qTD%J-z4ZnDmXSuUTI7UevqJwLx#^MNbz=Rz|?% zev4UIR&2ZG-c(H2UDJC0GkQp`gP6X&9*a@&NnFq9rxJ?XWOS^Ht-ZRm&WRTMarsr* z_ma=CN}LJ(7+URm9ssQ?26y-bc#B?Lb8vMOs+{wdhp?L}!R{vi(=PGN)^aQBv%B%~ zkGJb7`THJzrC7Xz%>mV5H?nmSQ;yn7S;fZbrV`CtU|eptgH-(9+=BP9VBY;sTWr1^IHtokj+6IUBE6@o42aCT?PX-M;^| z#DX`fMkWxn)CxpwioZ^>>kTkEZ6Nu`aIiOrdpLW|`x5K~J39l};gih`DZk4F*qofp zy_=5Tb0kFM**Vy`Y=~~rjgTIwc>4!=O%K+$NBy8e=y}e&`4@XSSEF9M>|Sp@cO>8c zi+S4XkalJ8bHE>UOn4g=4^YEh)#*j;Uz2I)-3YQ$$s`;?r=tqQh`n;l4y8?l+js|TIz?6?Dw{5Q%@$jnFRQ>7af?FwPq~w zN;w%z?1IDry%TdY&52p7I-{a(PSY_@alaw*N6W&D#=aHH8X2Zz0a$+MH}1$YS+_rN zej-*zm9a;&imJh0MHk2VqhXPCDdsgAR`%xr^Z7xB_lK1TAawsOQ$%*?5!PGFMp2?+CqISaN3lJpt4qeyfn^C3g;qkdQ;6 zV~6qaLYY0cg&Gj#7ct`=o(oni{mfcxmHs?tcTK0U&h~C-xrrz`Y#!AF-pat$HSCrYZr#I`abZ3|fQ=g*pf-XH3VCWyt zKXF6Z+3jxHm3ddkYS@FTHsh88gO^tW44bY?1uH~A0vqMF=$UIAABJ*MQp(VK_K$sR zEj#1&mMK+)&@y7L1g(48+)MxIjIMyCDLYrtl4P@U^hr|QWtGZ#&FfsfKcit-0iNY4 z(Q|&D*j~#g%0H5vP%fgzII$G=^V>y>Tdvpx`?<#bRMSxK$MqdsB(T@|1s4~N8oS>C z8xeOLH+N6mw^}~Uf4fNknTs@AtsP-^Cn+KodiLUZc`BgFL%A%v0BNpU5Js;|975tb z8nH7MF<;+#A|czA6|5+DPAl$*SO8KY$|m|re(fmo4QMiAnA?_G3_xDN1i7FYlvbgv zJrGY0^=NH8exN|=?R@uj-3X&Q{AsFjF9-NuxU)^ot>nBB(C6GzUr^or!D}P?mg|C! zo&aBndT$eM2t(qCEelF?GoCxCyU1+=bN4p$3663a!aInXHZ>B9+w6J$HRIGFF$hLPu_%+IB z0!xnxq+xU*bMgtK#2WFUjTAu3W)jhz5Juuiti@lqjWZ9M8Gf-U_z3#((+4Xyr0q$T zPCIyxMwq(+K_UY#nY&Mj6p={P^YBVIJETm=`BKf^}#|g@6qTEt(TaV z&Q@e;ZLfHnMv+X$L8}>}!8Kg1_MTlgUCYVDqf!JWqLqfD%&5-f?y+<}>jvT4ISvlU ztlYZ7Qy$xT8gJQ%wH)_t>>#8WJ*L%wp$8p&sClhkcZOhlXv(ZebwF(cU+t0Vz#G|V%4S4%CFd6Gz--kZ`0j*KgSZ; z5SQCfUkmQt)D=HejY>bmFcCEBK-@x-B{X;0qRvm0-M5Q#oz}_*>=w8 z<=6&$sP>~4u_`>lA?us@Gk;5!OwjyR^J1f}h+ZC(?)Jq$#??yZlVzjN9Ja)n~ZK>ymrjmr40uVIl!qy@KVX zQ~=M^gq(>Q?m-cDw!KEC_Zd4oueZ>iq5>bupTWt|W<0JGIloIu9I|wko>GChab-mL zR!|2$p%pYQ37NLo*;>d7ZVadf#hl2h5PKr~YAFz|!6~Xy0Zo|$41?HADo|#rw1Tv0 zQm90^k{oNt);81Hxl$c;m{OKT=d+{t`^<49%^z&ZiqbDJEEvP4eo}W&7?M_$o;uQ0XGKysjpngNUUy}-w@rsqht@*8Q_!U z+?k;^GXKJ(+IU3)!9CVyvyGlUPgL1c_MDA-PL*W{S_;_SP70fv&R?qNB{O zHks5Fe~Y5zDy6Wtw=*+J@O-grm5uP7PhB<5d$R%?U-xq<-PUL7)@tp<8&6!`%^Ez> zaSUythV>?@Ob_Rdymv&MfSNhtLR2EHF3gq=N3$v%+#_geW3}ZGW5?V%4~}_L;tk5X zPS*Ub6H~-qt+&-k;`$kjfGkC6A@l5z&-xo5Kh+m3tIrVoa{ASaV?ac=#aIn0uz#HB zOa2jI1WY3Y-fbLuUTOp`u7QBUuuym>2VS&ZpwTPFL_ z1tda~0t44LSWVw=xs##Ww!a34{b>0UeqiXOAfP3mh?bwz+qtW!?q$h-pDZ}9I&syZ zu|3nHF&V6lfGGJEdQMNR-6?2(8bu@s6Ez{It_0B^Tm>xS=Hc)_cMakx{Vng!_9uwu zUtpQ7wj{^XQV>Z|0qiZvp4`z-IkE*DQzs?BTCg~&6z3#rZezA-m3vbDg+S6`6s!C4 zgF%_Yi0QA`xrsmB8~=WTJ}qzX7Gx${Nl&j0g5AbotG!3ZUciI$8@&DB;&$nA6Z~Z( z9Mu5+x@Qi-7BqowH@roLezSaOULl|{ajK&%mz+#G!gwt+z0m}5$FP>* zMkATkAj^5%g_P09ks<1SzWUR0K{>G`m-slWyKR5S zwoYw-No7P6V$_a!+Eo(oN^nnP8x_5tZ{vQs^0}4QoTgcLpFy9>mmNVnD{Y@n!Q zIcsP&meD#Ov7zy##0Jxl5tiElT08bUG%dcPty_dtg_LOLT^HKUh&g5z0d@9H%Iv|E zPVKyaGX8^@I4e^2)(9!5!-{$Z@jYl#D1sAO69{dH?_E--UL$?MsS|FH3cKKbgbJvC z_CyBCQDTu@XvCBS6<`C0X=k7Dyb+Xh!wdd2+YGEklOR=;dLxMPE3$(Oe3g z35Y!D+x2Y8`lld?Q8)Z`oFEj|(?)6KXRz3|C;rsE{^ptC2Ur4Lm~r9mw**EjvPMUv zBQ2C-6Kc1nq$D0luNGYyC|h^M!uj$lT}HuZ08_)}*Ew-|+{+lq4Lv@wGpjbpu18S5 zeP34EDS7u7DkhXN*-ytPB7|uQvjtJh)yHtMx^{%vEjpJufxj2L)wJ@md-jydrh8F7 zyM)hRDxYvmzTV^)R80kLqt@g*P8OGML9rDg4AxbjnmBN~;`6zEM-ZJ6`bZ~E0il&4 zhZFWFZ$msSg!I|1EH`tk)#i7`o9Yj^M#`V8Z5KDw8F_b18=Yv{UT8tMLv*DyVmHm4 z)F|em0=}o#^XlI+GD?!y5IuY9nE9!|JEROTZgr-9Og$QsLT?2~Ojfq+*iHF%2}3R_ zhg>rgo@Lxe<@!9n!rjC#nYDJCubx>8UD5=?)w;UB{`y87>U>;L=l)*q-qx>H#qHXZl2 zd+W1wHl_hCr3>7MwuvrW9nz`=*{0W;-gF{Za4~s`PNXc zu5=?)rtYbL(65YMzCb-Z*HwS=6)BaBJ0@9r%6{JYEdDoiF|Zcl;1|}pjLes_f*I>p zrB_5ohIBbbyDp_yTt+#FAC&xUO3H=EvmY`H6SwodvUjL`ZWP$BzcFEpwJH-Slbs>! z&&WWZs|0<@Ci2M6^du&E8hTsM3;IEFM&o5<{o`>x=a))xEki=tXU-2-*k7+*v6y(| z2l3tMf!p^~+Ogkn;D|b~5ZpA{mh#83jri2bTk_LOsR_T+SP2Fl>B7)|aDu2@gZr`b zpSecEq8_`f@3NKc9sbiMxF+bM)-gz5cQwl9-5-s_Bk@wJT>Nc2aZ*imU~?e($53^C zGzq}cd3~8_o875SiZrt~zk0RnVxDh39M;-2!_s@5fnCunc-_oX;}lY_%Pg%qVZR^8 z&X7V^7R1ZSA<^&bQD@)x8|~eSB=)~eLcmrL+!CPUpU1O;jXg#;%|iC)v7BQel`px7 z{1$Tmn%kuIr4m}C_HtU8!$VfqgIf~`Z<;5Nb&Dfz{gY(~kEq9qJ1NE4U2fMf(?3O2 zop5oeRis;o%LPYZ^Z!!o-K$ua zf5CsY8XEB#2W}oID}B@8iW+;5texL172MzZ`2U`Ld=jx9+ZBgMcZv=+wL;#%Qu6B1 zrhSy^JXtesHYHSw6zH;7L71t?hzbNES6neFcBTTBlZe~T<(~gxEh#wpjN`SJ{FmPOKUfXw^$WoL z^%{FN#nt7h30~$lP-jVIrKPDnz(7vaK|SnD&mplpcH{g>G>6eZ!(HGv}pF4&v@{POqVEXQ!j}KnnIw~h_+Zzv#m_f~72nYuK&K03IE zFyo})t9%8WHQtgvQ4?$tca)TF&{2LRp8uJYw#^M}h$R)Uu5C9IV#Ts6s2-!>TN`T(JZoCV1kAi65A)P##^7&EC;X8%d@;$sk%z|HcDTY;p zLJJS0z}O)fL(QZs`0(sg`J0PH{s`G^YLe<7|KNSmEw&@dh;{`@6$j>XM!8k&iQHR{ ziM%h~c1w0!;N3V(G1yu~VHS;X6?zxp@(v6VKOk**d~ac7iVCl$K=z^AcZUvq+9iMx zkrQ=$%@WHSG<4Eu)PQ(kNcxC&4&iBc$^Ad1cQuW6g)+75K7S5j`zD4Bd{!t(xI+b2 zF_RzWGurOM?^0J7=V` z9j?Eyik1nwZiQyfyFZfT)ws9C6Zr(&&Uxxhi;|+7Y7>SlGlSr#E99cRs>w^AvI1Zn zL?t37jwx(<@pVr<&u&nfWc&>$+RGuy>W+ymj!h~97@ z@^ysl?0QYxQy-&)RzK^sIu-x=)E7nH;3oY9kD|^@iXZWy+p(q;(&cf^+xhw|+Q!v< z=4#o|t!X(=62Cm={1ALjSZMug#+;Rm3znF5WJvk+brkLfTho%kLB6mi%T6Ap4X$_J zIw`W1E$p045(Xvqs($iZY4NrAi&lcHK!KYr5k+b3%)kdtc$cBrGBNB%gwPUxfd;#4 zt$Q=WjY&%=1t*hkyPFm_QIj z*hmr0wdA`8sKD1*(tssmYHK4n{1riF(Vs#64+jwdrOxtO9f^O}=XXw8pb7_R7}D8# zVBeQ(wZttW*qIkYo{Ef=HD4fwzrJUj$N|x~VOWk5Bsvdu^wvSJve-3`Qffu3G**L+ zegALm@;~yKz_j~OPDb|hlYMz;c_hDLdUs$mz+Zp#MCPE|L@6hYy86lYKO<=84^lH* z-R6ID`Vh0?%~no|YS0FKr!7@31&!B}Q-L(aWBU=i71hme4OT4x0izG$on6!AAX*)dR^rs_- zZ%LS!0}3v|{E21&crM{{i8q2s-q58;Dj)(l!Ey=f8o^>lV^+{bh1#^h4jh&UCE-*% zzX}=x19bh4b>OY^Ec)-BTWB*&f2wc^p0OSR&_7NUTHr|zzaP5%aKLYYL;NLlO*>Sf z){&bEn)o&RRHZX^RZ8B<&)K?)re`Z5Q$_|cR}R^8a4cUzX%3~hT|tfqQ3??4>0oU@ zIT@lcZn2V9khVjjhD@8eU|H;y&PR?-{xd0vQ3GUuSuceE^{SqebeEQcRFnjk%$4L+$--65wiX;kW%g#W$ z|LX-ck|b&r(hx^6r6557O9gtR$jGxEFU(>_#3y8WQMa+yXhv7RQWP8M(6d23 z+XU{h@yw(=8&~hvb34W#o^9rI+@}*-xsCNCs79kw2qFtd+I&^~o?IyvD8YKM*}brl zx%nc$-mF9#cbeZ&FfPE1l{MoKL*BgYeKP6ZetK+nA~;_Fqx zCMoVS>mu8V%K8Py68moZ+s8KhN#1N`2P(}1xjtJxQRBOiA<4IjF+^Pvz!ZV)y%c7d zo^fvL_HbxndCB;wOl0oCPYtC7%~UI2O*S#5yx3gR@H+VJTCon*Qbd~Ewi1Qi zjx^7_WYOPjP;C0<#=Y5fk5YE_=Zt;1Vl!_T!&Z-M9mcb?fR2 z^g8oth>e%y!QpcfW%r6+28X2=C7ix1y08^85@X1b*a4{?ki?P+VGcQ>5&mXFraNbs zTJa|t<<`qP>JBvWssaWw9Rit8oWx4f6f1WX-1S6?K}K*_C@SM)%SbMGk95*jNlE`^ zt7c~+`Iu%e4>I%Aj?M*9ab^`Ag`SOsdGm~0op@ZE%fkKWs2J#oC1k8{{kIM6ADo~7NZ$0~Nj#EZX zcg8`5=b?*>*So}oz7S1d>q$@myJjXS%CQIIeZXj6wIU@WzQ{|}=vw%iSVR(=l6-HY?@-%B*8)(cl&Y?NpbIRl5f;z;B zg5U( zDde{_-kyd&(UhF&=h~nBCg5o_Cu3NM3`3ZYy|O@oJEIEV1}XSe+!LUmn*&kioTUeI zy|@$k*ig2_y7Nly8ZX~(cmE)8-{6&GWjO~y^qEI>XXa7E=G*C{y_2VQoICoV`WXrU z?9~N}i#W)a>;L_3D*wNCyQv}yS!*FivL>#tdNP{xb^)j`W<5Z-&WEdmLk-O4-_+h% zt%grVPxm@d0XJ}VIJ`lMNo(V9x}U+L3fn^M{8Rx&kAfuZPvyE%L_Mwf$=6h%5V#xIafl9!g@F&4FAv@82VfX!v4|u(K|ytRONP>X zRH1H-WFVWOjT-#b%QH`r?R%+?Xo2Xi>$`^^_qPUO&SSWcpIU*}iPg zSNDWik$ir+Kx-VV8$&Jd0BU*y$scdx=iPU!#Y)Nipl(GU*(QN5e)=!q*1;4lo$JZw z{_Q8ZF3vr+XHuL`au^C()8y{!=!x`!5ZLMA-;@#g@K>;r20tU!q%*|Ig;rg^BF9Qk zou5jPF1KT09pPPlCBfD_h&6uCYd-$4COvq0at8QJ!6BmIj5a+n0vx~(m;nS6oBE=LqHd&fn{Z-=0sxS8P)8|z#odwIuRDd`L zLHEDx5)-=Aqqj`57H^P#x!Kuvz7PWK7SElKu(v1E7ybGlm@YCwL0xuBhI+1rU6`Xk zUa2P&gufD=GngAb#zb6hXr+aMdCj$t{u26L!A;Y@R4{!pXv4hjV28CZv_6@1s?Wk+ z{c{ad*mPORdB2S>-H;WboL6Xe&ikR_L0Yw2n0@q@q;}*9msT=A$51g` zjp9jugcvwY1v-)B8^0-P`sc(cXo(rWX|X-)u^R+kb{iWBfyrT zrJrbC3b-V4+P;SOmQvQvZ;`sx`oGUv{@IlBY~19h6t2q2&@QyU5>LnLz+uBQr)={g z9jA3`Q|30;yEUCJZfH;WV>R=`6eBbd{5C+)f5w7W9?Y$ln-j__Gtr5B3%IEogPo52o<=5B?xD~ zoIn6Vhtp&q+3$}^Xp?^0?VHns&Zaaz3X@Kmdo zLyGklF;%yhnQc`;CMKK2DT=5FiVTEi^*!n+h}VwYyq|6g^Y7H zeb2+*AV;f2xj859CryHQAM!JjJ5im`>WVF^-kL9+aPifvoQj+b&nICgOCCBa?--%FBe3z_7ekL2k7KQD4jLvXQ>lMFON4hr25nJ4iVSbFv z_=H<`J>h}&<=Qizn?4i=Nm{P#_N3gh5j|3uiDI$Z5{;M`^_Me$e38rdb9=j#FITLw z@4Xm6DJ~+Sz__IzOxSbBF(A;Cu?7O(DcAq4fKh zOHUXyt~Vkc@3`($-A;7KyCUCT;KTvTGXj{NpUojf`!6-H2nCkjM?rv=DUhhBLvGIh z04dnpv4%Br7NhC?9OMtUiAJI-q$c0FY0+FsjUY8Sn7}wU{Ld8v7ya2K+MV;~jm!Z? z!slOiC&6t}zj{u`uo*u4&zHaa*Gg{xn$TaD%>LUv0>BL0uik{1ezxBnM*YXf#rO_u zEj}-8=ZD4%+t37V1lHe|QcVSZ{S~0JftR{dz~a4b{8RqC$Zobe={{)(GMZHqrM$$c z`C9nn5H0iw2O+)W;zKJEu-=_XnVSpeZVL@P6?Kd!ha`Ao{NcrENn5Nu#MMc%<=riL z3v@1so>G&Gt3y?)(+I2_HueR+OeTRgvpzLb$o7sLm;NU$fs2<0V6`y6zay4sJO$fF z!~RznT$?kT`nW)x61k&rj=M}=@7rU`#m|6>r8Rx%niMAE;#=1L!)UnCcLnw z^6I62EWMj%TC}{70$)|*y_v!To$uBfwp?lOO8EljWPdS`sz1vl5uF z((H8bscu~sR^N`)>KJ|!gsZui<<9*-&GaJ4*g1_(1g30W?A+wvL#$& zeH)A}Ml}O}kkq@nIv~&TaxY&`E?kwxuv8sNaes&qew$%3S^-@)PhMj1)Yj!{IKZW) z-!d|TlR%47yeV7Qw5i8vr)$6L+|M@ZFU;x4lhBOK_(D|osp^%NxiTbYj`2$Ea)bsX z|5KS9Mxn)rW|m$?+hZ~wuk|lOH_fJa7t zPk}fpz5`91rvfdpr=T$5)yqL@*DC_q790mmU@#W3SVWA>0<9XZjl;M|z_G|LS>eH{Z% zyWE$+#?e|b3Bpi|;hSQ$?dy83Udrxdw>csd z;&4;kkn+`rU`37v`?{4N`?a+Z()@$hniz->PFi^v68A<;RA9scf(i{b$H^x!Rmk5+ z_N8LQ)A6G>X&J>PO(~^OkRhucUFi3-V4qAI{_TcY?G36A8{PW7D0(zj{=mnBs`%-;GUpc-p65U>Tg4SS_bt2WQtF@Hf)E z0=|kM)1@(o5Om&eR1)*hw(tVM{KF+uIbUy<%WTB}cItqu&oE>tJ*x(wzsr2DLk^|_ zS~YizZv&8rEpDl_aNjXUFn!ORzF| zh~A)c<1=j?jJACu;hx$pv*XF0M~nimN)6$!|H<%y(=zJ0)o1rdp`)kEr}w>6Vq$9K z_}TjT3!&j?7#-QyS}ool?;bmr`S^6LgKrLh=%Xfbdfz415ODVQ#t?eBktUeb(JNqQ zsQNtk`F!;=_eAGuzHc&=PVmv0N6WNMl0Va!AL#^UY3(|%x^?QH;teM{8;K1@OW0G8 z0Yk?%$%C1rxncQ8>nCGs@_wXZejkV!FzxsciqHR#y*H1CvVHrAq!D_vd-Ozt8jh zp6B~|^@p07>pHjNJkIlYALn^2n)Yua1`N6s@b9oyH(0d_E&T^MuYOYzn$aN9DFdJltf7f976(i6mHsLg? zi=-kywecfOAazeP(6=#1zTT0+-fUO*XFKO{zt-<|iu=0}mp+di(<%!tpaAFp9`|o<3IB24Y!`GLs@lb%CdoUVi$Xyk zIsL_w5mYq%`IeB1LON~FBKpfW6E9C@Uq-!{^;_Wh&U69u%O|H@$ie?KyVwo4H1T+h zUwT=#EbWgDMvD!@)S$BCZ16$yiv-+qiDA7S>_%%uZ?)NvzlY7%eag^qDQ zRss*(9&ccd#h=%Lz;g1EF1$Kcb-viudX1}X;ucA6U+zJj82nvq3TkZ03y%rKW4abuao+-Ra^A}14y5N-Bv62w<+C>xS++(^ z)m9PI;<6$(Y)ZAL_pe@sVTIz_N48q$Ce{d9eq~>{I$A{aE!3!HDjFZW0 z*7O?Z0P4MASaZpv_2I+GN`vZ|MZ=t>u;mD)Q7bg4TcxY(ueWX~_bz2NUMw>XoBbjy zjylXZJF3~2-gM4fjzCKraLAO_+^1r-CB%Qi0X-Hv;feb9f~*)8U4@@!F)uC;w+i=)$rF3TG?I-K7-a@=+J$66Ro*O&}p zqe^Y!!J-=y445vL<&FF{t^v`UjsC%U8#9=Le+)u~iXNM(m3FMqTbQ4M7qud_cZwl% z=ni}$xd^OsO*&07b%0f^)!}R6VRjO4Q|TPp?u`B30zdOJ5m=xHX0EFbbh6LqzuF(Qv(WL|-cHY%;_Cy_ z%YMrLurAmJN$#-Nc7qYp=?sNa`d<^R;`c`h)Z7_}F4L-Fh*Y?xyRJb4#tf><1z{ck z_q?>$H`~!BUT{1tZ(#5mQLl>DhGQBhvPM4sxVEgPS{`Zkk}jus9#lIH(DDOP?~mR? z6#Yy2xN01HK^(FmI0$Hay={d1)IZyxDlf6iE=oa)nCw|&zNrH6~*Z)GxK$zIFJnU7Ndmn_0}sY?Ar z-I}NC*5*aNBF$ei64d@wa<|A;QPGPocDkq*n73w;3+>=zz(P~5hV<|-1?UJ~yhs5I zhcUBXU^UVT5(z&UViXpVPVZ&p)Bm`-Jx=^PD1eF^z(IJc$Zsc^Qh%n^{ly;+)j@~n zg2A0s4H=K?LlqB>@A5^AZf>aBj%8X6pX(SKU@HXGRlkKj? zeYcGw=V)+sI>^=agP>YU2UZgr!vsxD!el_z?-yO=N!HdmAF$%dLSxdR(48paIHt@^ zBt9u>^=kmtlbuv@BD7&Hk+mB8{K2A~gwU7b`vG_B*RDD0li7<@kIeI$AIFtjop|&> zIA;5-sG3YVO$@dBb&d8Aen)HJ;YTVGhhVz!jA~MV_j9<#0dO*NIq_;Uwf9CSk?A}I zh%|wSHq%L+0?Mf$({@xo_+X5<<8@}tls5i#Do9lpNnOwHb**~Ks~^HlpFC6#oIN%< zVcv0f|I4~}$6h``dc)&C`OlQ0PH!x9FIKzM&Wvp@1J4uO@!RFi>6o7eU;#<*gt8CJ z#!}J6LiBQdQu26H@9E9-`fbc8H{q~6CTj?%5{E3d#j_HZiVx~#26QSz!^^W=` zBYBu4949g88UWpD8?aIa?K#s>L@{)~qTr*#6A7Q^2mbU*wg!l>miHCb*)@K+A1 z`j|ZlwQ7}oe*2mv+rOBjEq2hUOBA30oZG7#6P;qBQJ-X$zG&>d$-ZpsfV3iKwdoe7 z^9AJAzlnI|p9xGuef&CK)j6!G-ql+2=yWCOW=BW2k>lFsn@H`Wfmz)Ij7M}eo^CIy z+q)rF4tbo5>B`&h8W`0IilO?vtds{sXKunQwtHUrybW+CK`|9|i1>0`^A%`=fyUn+jMRxjDaajPGN*)4+O#{dyh+ z<@M>9%=DVY2_z51y!-W|BS|-7Ubsjn>Qx00V`icmC&!bIL-zt;j`Kvc>za@j5P=kc zzHX)u8Y0F2^)KzqfXnaMlG0vyJ*!Lb@MuKDnt@hkQL`Pc3MBr6fym6a?DA5vmIJ8_8es@hpT*XP2i}YHxGngW4L9 zgC9u&1a)%8Td?NVB4R2TaRfOLP#N(3U$^6{V<1UGbr(`yYf(ERwrb?6CvS6kJeEPO zT!i`HwyOqdIl{rr%_x|!#!Q*Db1TbXn$$7&94 zK9t#Z^G=BoS5xPmzj(O9^s`q9#JxeDCS#leoT~<`e=MkjKURunKqz8C;hVzue`Pra z@eyA5@;0fSZ;R~5Jr=S|IHd(th!(KejqIC2_NZH`j(1q?A&SNk?UR4)PQdCWVEWfW zy8KsPF4KH9Ym0cWf3*6!&fP8Ic1+XT(4Wrc7Z|o zC@tMPgmTOG9VH=S%=GZ!UWKL1@o`z!XA+qa%ulx~9c7G<_T$=wP|o_X3A{VeQag+Mw-?j7T(_q6(Q%cFxV5c9o(!~Wf+JxvtFj&5G-`>3pJL3k3@59%TsN_z+xQnUlfX!VXbhTlH)!9sU{%enw`s+X7 z>nhV&w#9mwJIp2(yykJg>2!c{cZAt|fp~_2vyOoivTFOa_bP$|I|LzbE|x z(g7A))AAOrEb@tzoc|jc)*vFeX~(U@g(_dh#H2iGn?qOo^SXXJz5cgTWKzWMWX;7f0lI>i&j;+46CQHgR%{4IAt`13fyu=TZW`_aiA{^R{8N9nn$YSw#8& zgqRfX)VuutW5d8hRu9SRv~(Zn>eDx7yuIp5g13%CVQt*?gL`F>LN<6$^G$sPi_2?? z0<3lu`Gd|e-?s?$zcvawamRNpN-ie+=jcmNw+j1seCmI6wLTm9eekJ9XQ8$SR(odjvhn~6g?;DQs#rUcgqh;wY604Hf7}1muT?Y! zPxp4FSo&1HIs8J*u$(y&pMzQ)i(06SX4s_xX0*X-z7ecddm=1gSQ=RYYy9-UD=H_) z_c0%{*h;?MFnG(y+Hve3bn8kIF7v*Sd`P#8 zCPz+-Xn-c+Rf$9DtIac$PC#{-zj2IN^Rm1&hx+od7BI&KLrcsgG1s~WqT_VaQXWs7 z)stZuYtx`cH;MaSnn?ZsnZMuYtBFeoe{(o}nPv#_iz_V;82Dp-&GwdUO!gdSs*(yb<7$P#?`x z*amRJN>Q}4$Q;WmyRY?CZ*WP$LiY}k=LCZ5QUtLjZA8|~8&9@KKHSP9eULW&bt3ui z=Lc6`Xlddo#6d zzE8C8YSgT*WI&txa2dTaBmn{Wk69|rS|OJwTp4IOYB!EEqsARDv#rRMr6DF8?pWWzmBHp?$LYB)%Kk|7=IYe)19Sv>k?)P+) zY(VF4*8=C7)8M4@=DnSB6@h%3*R$LTqH+b!8MJk~F2aPA-E9hQ(W~^9Ssl-5s#M3? zT3Nfty(qdpS(OOW$Y&Uk8NF}I+j4K zj6(Br=e+KU`@8G#ucH(Ez3t=T8qt8CBH-#RoJU&KV#lB((iZkR(&=<^>OiszYAXm zZw%vRC!#`7uiXx=dYQA{hI>R0PuvdX0Z0 z>XH=5p+-}uooFxAqszVJ-&lj`J&^`c*NG=$<{&q z&QengB?d4BUOBmc6?miHU-lIvbq>s9pO9bJi1C*o*HQp?Rgx)GKQ;Ksb%XirfD5O8 z;#&c(^GRd72So7x7t#I$n$q#K_gl8?W z18IyS9K@AT06!#$)PbpnlC}e0R_S?nzx70_NLr*vXc*q1kq?@XqvMx&*NfSiIErl1 zgD%v-qy|+ez?=G7x_OmtuA_h+8?#q%J70!(G+AEN-Zuqf-UAEf~P zT6o%c0cp=l?!(nP-RO9O-eLmL1Y-)&#shiV_+X}#T$U5=(r$M>>3llKi7%g@0u=JWT*!(Z4OP`tVKBO> z@r-vp*QUL4fZl({J@}uyeE@<5ic$5+BGp!t?$O*$I=P(DI}}GQL~U`|u(EIU{LVw` z)ymV#A^dLD-t%`)dMcM$W%}Jb&iYm0(@$|5!Ij-Jer4Cg$N_ektEo`yj8w=BRFh*Z z_LXFuP67VjM&bQ_#iBZz9?^Q&kwlF9rhvZ^K>=ij7d4g+(nd5`9*(uZ2s2v+XZ!iP zUH55NsT%zwk<}c{nIGGBURU_lXK4}zZVAWeI17^Rt_jN+VHl@fabtbJy5qu!c>Uv; zZB~lCYoqqH+O@LFr=9R+IF#g3MW1GE7$m(p#b?bG#qaj)qap?}m4Y&6JolNO-jwaP z)4JAhVwP>E^$Tu?H@^m2zw}#rWi{_s@6>sHI$H8c!PXe&A94jneW|g5X)I3?a%q@J zs@5&4WWQnhN<-!vwLt-gKFVC+Jw=K3FD2 zL1#{4=Bxk1f;S9}7DD5v-d(;yziBwI4K7J-6dld*+sX8NSoDQZ-@B83@mhr*%nDFO z69xF2cy>Q!srn~=s2@8VtKz}S-)?Nr$_WfnOKhskl^;`>fHP~}-g;qpoxowsQ?#$v zWtuPNTjVB2Ee%kBO1DF;!odWrX<&Ecy_36bpY+(pqW*k=Y5~bmaFzi%h20aInzKR^QNsHq_s)38_;mP5P#tAG_H%B3NypZjyh5R*DZkkoYr0nu=y=4 z4P>&wh3-1)FSQ#>P&4dN&`0!a^4(biN$;wNxV22ReMXE%d5~SkGJ8o2v5l&vW@ezm>y1P`r5q{BBsNr!9M%qv~P!dLo^Md=X1~Z(6U%A;R%w zRJ>EUd`5PrgTHocqhP&a=LJ?BokAFX@a)SOfn;RFzzTC%XC(Wvp`nlpSwu4(=?L-x zYEH@&MK}(tAAKQ1yRj#+nRQomDudg<`tsV!7Y5cn)Clofzs+`2w+|$cNTefh!mxPx zikj@(rUeBl$a2N#GcS~)JeO|tFFC~aZDFgQXl)ZW3|GtYSM1!%YM@i7N$0-la|#|4 z#MBlFT~O@}Ap2!!K_N=Ah{p1td(hQ_(=m6rX)a+^;^+{1Fjelv5nlhZh9O2bc!dK$ zb9ZB>ucKfV9)n-rkDbbaN|WJTRq1*((>ZLeOE-$aAlA#9r0{l_$SjbFlED+;3NciTu9W2yB_V>@hI)Wu;E@1*AJVZ-8Q)fTU zRPu}=!O2lQv+3~55S?*jrQXAF>*-EwanBEY5@L7OC7`BS)d&=zGz{excIv6h=;!Fb za^k@;Rt#XV_-ZO^{Kd3M&tSngvOA#I;(pKPy^$mL@-EPZx8^tOy&5Qv_^3hmO!Z~t znS-B^hfpY-d1$b?L_|rbqvPQ#I&bZGgCuQrUU>6H_J;vbk`)E8oNP57=xMFm z#NV4PMf*wZblG=iKmk9xu3ryT5I5j+x!-m(J)z^lxAOpKVE--uB%yQaUQaHpcTEpI zKJl1-ly#fIl~RuWyN`Trc&5;WLTyNhUUd3;Z~p=tUGW{`DN#@DT>>`TY>z)npTlnc za+Lzu?%TMTv8H|YtrBmTe3n_@K6NRdyn$sLP$ z-BaKV{%RXr-@_LVRc4EIBr(0B+xMQdoSti|6Kzpjlpo39ZkR(rOu+)n@%)>C(PJA` zj!E&msq6sOKRHMni{3l!1#iUe2&PHI`ROSCIfH$8sfoHGsouK(bBr*FWOn@bqm*6lKh_5BlmH6x3FCW+`EYed=2@T zknzzo@XTt`u?A^+gOl%=6-KWN_Na0Y1j-$dZLXWKV*U3a(~KqXT5ZjQIzMS;geIWoLenKAr?fD&=S`PArdQ$z^5xAm`S^%!5K%~HVQDB z>;;97C-#{GP{WCF1=Xf8!^XMrc(mojWvNTDqr4Xn4ONaP@^rAxFzs=L#Uzast;>-R zcq$M>*;eEnt7lD<*DM~j*Y%$Mih0CLB0I~HGo(yzO-UA_Xk1yl&c7O#kO{D{O6)p& zPD?a&PgRk>jM07JU40wRJh||dy~kZiTq;-=(W>R{e6PF4n{9_vRKeZql$=<_@jai? zpQv!n5i1pkig~za1X%Nrl6W-vyF_aXIkwpg=zCBAP@oq_;KP!_dchV8HAo#h3(6u| z0)E*m=Si2a_z$uhmM6y(_t5SaCi^S+eBWBfos){qd3*Ny+j{w48uC^r zOdqxo3FwC-SP7$Y^+&McSs(K~P4eSz0k_WjiHOiTkXngi76 z8gKvc1OD&!1HMRpnrmQaMHF)8&b(*w)--o-^echQ{K_q-#iUE`Es*wy*^rhxDFDtx zmea*nLWuO3Ywr@g9EZ}BsIezj{H;@DrYHn zz%zgvgq~cDdy9>t07ZI+lE!xR0ZOCk|MzLxA4-EUdhXKcUErBoy1 z?k2s?rysdWF{+QiD0PJ3wRBB~RVOV+TXu`rd^dQuz4Y5U_aF3$hB{#5OiQk+Q9ggT z+EM*GR^}hZXZ%TCUmce2VHJKF$G^~nEUCha%nvR(`dV@;73&#r&Pp<#R;9ysrGwNX z8KKsuKh;oCH=&DAuKKLr^jX^wi#+gLk;4ZV9b5G%{^+Z^XSlAdm^Cw-PhDZ#%bWb= zYnLhY{l!|%PEu*w$}=-+myp%%Qb*hOLE_i${s-(Q@snrq#>C!H2H(wwDi*PV{<=Hp z)^lYUn5( zi0y6P+~=v;He?mT{#>zJ?O%=pCdsNIzLp~5u$pYIII*lIUl)LN-QeM6T~{mPqe_nH zM2x0J$QhuRk!GGVq4fKX3;q;^m0L?KTwj_GOXs->8!uEi3I@MjzRpsAjR~6AnJHJ0?3FbbQp z#q|4-knptKQ-*6*gkMCDA-Ww&fhaHdRUtFfk`gCy_c6$e$PgmEj4DMCS?z7e{6U!H zB}frzj#?B)`XKSbBe*3EKEO!?)T02YSW-BuXp*=)9Zlx*#{|(sF#p{^FP_AB;_!lS zjVhdgEB`NQ?C4wrL=Q9afdg;AmbB%o0WJH*P+7zc*Dsh4LM4-J=4CcJO&v3J4?Gk+ z686=C7$+?LVmoKOfD>fQpL(cj*QLlkPvl%CVHmdlLEXlniW}2MxRZAow!@v4kBaVlrnPhWG4zLv%r!0($Njd03-$-Ac;>Sic}x54HgIN-nTz7x`X}B zIiqyzqpZBAW%+pJwe;O?%F9Y=(V<{OSEvwkmW*~b`W(&Tr6TA*NR*)oCeWa^sL^#H z(p1OjrX}&-Q)IM%*}EG(=*^wE@0j~rKYe^&G$1-N9wShc{lvL~XE-ph+9d$JywH+Z z$(s6w5*#LYb;br`*Q&<~S zuH?PE5HI%YZ5pyQR3-6dsb;Kmszxo_jyJhyT%0vLsO;cwso)U@>;Mai*|E>Fr||^B zEsV2O<+8WEfg!9ZB{^Kne3CE8t@-3#_p`^@@#y-fR$A!1M^7l(Z5%mA57{9tQ7p*E z7&8js&DMVGhObsw>1GNLdDr1EmaF9S7Qndy6%+LyJEmYpl;>Lr$lt5qp-m7y7d7@l z&ho4st|Q^0{f?uO`}~9_u5P~O@NWGMq}b?E7TMSNkX83&t4&W?xXm8bOfz-!BMO=> zXTwuf-;pO|+_pZY>5i0w_1&wk)m?k1#_%$XnR!zwDccrV0z0c6+|N1ZTWT@(1WTWO zD)T^Vwx`4{36p`sB&~M1+Md@ zlPgY+oM6vR*tQpYB2Q+1y0d9Zrt3#HHM(MmVcH?98?k!`5}E24Xun){lvZcpHLleDIm5NE^1WKMXJL{-fzM1Q-@8++`}pc_MbW3XE92aTc5ETzF)CiOZyQuZd#TZQ+Uq9=fI$ zrn^g%D)87$pk_AD)DHb22R6H-H6gd+3-s?H_}=J4B19H=Da~hOWRjndHt^*h+SzgB z6>se2Lykn3qKRt~5eXYr#Q+C%x+!g6REtITq<{WK=Pg|83EmdWkx5|@-^xB4E7g`B zJnzT4nPXgv%S8?p%pfOmg^(`Q(xBQ(!Cmv@go=G<*j4tnJ!057M7Q4!8Hpwwf+3|I zn!{Pow`ccbr}9%%7lqoc%ac2@-&AGGi*-N0e#6gXBI~(i7zvY7+>7u%B6X(^x5KGx zQpWL-h(HdWE?)HbiH{`FYaf?@B|E%1`62y+F1N z14@eh+~pi;2f48${;)c;{xLyoi@QQHVNf?Gk6~8HhB+fwF7K>$@KLVzn&x~g`3bZK z=IhO%3Alk^-n_wQVx){yp6phvbmy+SnF`mNw>^6f5Y!dSmoB;?x4Ck|Yn#Vj@1Bk| z#Nsp~Q1Ns}W?04t53zClBL=_7mnC$0t`V-4k-#*v2-iw1>;k4EvfC^qL~`r&%Yt|l zlCV3ndul_t6KM-4YoxSlpZ+m!`)@UFtNAt2G{C&Znc9A>Z#7`wsJ=gT#U}Iew+g|eq>rn6j@anPcnzQ)Y0mhSMLIs-Px$4(|@N}a0>hwBrrh_1TNoZ4x#?G3rJs{ zRO$@Uqx+~#sNmUHO(C5@tyHWyvh9FzI%2682S24wR+hJG<(jVf=g@=a&vods8u}d# z{zjAi(lHq!3G4q+PMFDTnEI(w;}(!hF9paSn$18jF8D&k=yghA0C*x(Hqc<$|#AWBSUd|vnJKv-LK}~%WfVf8lMHUFcyubVF-5i$zss&jvxwsF*1W);u zddysq1SBKy+v_(}1>LyHGSHt^fXWPDjY0VhdersT+cvH(zq>g@_q$_~DL|_QbRON~ zNcPo*Yb}>W_(V-<)GUfi^FXEHLS+6N^p|Y%2^ij_fE5+PFax!M!y28gH)`qTVBLK^ ztd0g-!AjYfaURT^ddlPz=r0%oAA%Ha4FmG)B9l;1o7QkF0K(HWb&+XNvSts6-690f zCpX%2bRvLoh>jF7=!YDA7z*>-Hm#yL8nPIyf@1n>Nqb@DnpY(siOe5Dds2YzaNLZk zD~y~|mg1mLRn%=Yx*01X3f7lvNarcQ`)@eN3niun?|<+>NiQit368kcfC3EJ&w2u& z4lnlbU1wICcNbF>9kx=8xd z`OoELDpJhV`k+r8pE31rQUm$kbr=g&n@Vw;wEz9r&ZnC!=f;IMC0j-NtL->ws22Fz z?ZHv~|rls~N47Ax)X1}xO6sANH^kFcH7#IYz!W`+S+;r3CFkiUyzyxhtQY8vGZ?I{_^ynkEuEe!Y8%CGRXRPOl@m}O~@6e@M zy6LE89D@&z)r)-_YGQ%tc(|w5g;|!_^}VyeJGmqRN}*{S=d9K2FdMUV^sspW#N9mq zC&cOhZy`=&o65&Brkv!~-=OoD+wvxh7c?pMS)yH$oNgkcYaIBoEAl!8r5JpPiwAq| zW|`6cb|=9Ca%xeh?Ri zqrWB6s&$@ze)#^k?~s9vmW(wyf_|d6bg4^IM<~6tGJ?b_Rf+84CGX|8#TY&8XS9=L zYer1>!2nplVUa#Vdw0-CZ}WDJ?N3`i@_pjr&8d!i?!ym%t7I7tlJ&*eq z-|M`0o&E>9vHTQI;YE{C6T9kD{WEOkWiWHRMtf%@G0lB%r{(vMnF_+|=QW1C$V(GG zv*#x2>XyR3munF7YNUmg!b#)G=g*ZhMKPMMf9H47w$pPtbn1^Ga8Z$L75h`o?Hv*1 zxME8&BK#Z2mX7N(>F^RzFEKjy?)e5=aoQ(aRwCbE|6B$9dshLFJEl7bGjmGn65M|n z`z^_tq24tuUWX+Wyq^bc?u{a{E}M)CD3f7SQGz50&=n%n%(=J-^D(E0Iq$RO6E1^Q zmp6>xumtbWmX*x4@0mpT*^}>+YzTU>Br}3~FY4jll&166b$t)zS+{k>)z}D;(?T@z z3d-+7XYD&#E>AUQ#XC9bWmy;~sC<0ZJitP%t7do_$dvtlpPTS6egoKwkYCRAO=*{6 z(S3b=kIKu?j{sO>EnfEf&<`PdU}x-!R|yge1r#71TVlmEbMlm3lK#kcqpN%DHxe%! z-E~X7Pq_siK^Jy3zc|eU(+mhZi@J^p5xPHBQraYz~)7owrSuH^U3XGViEoW=& zr9wq7o@h8%+S&2U*jSv;yFcg-Z|!;wvJF&)ny~^IFk`x~*6>UMQWRLik)L7u+aMOO zB_kFbK75;o0IRqg^p_j2M~>+%I|w9Zld8}Sss#Q)(#yy|7;IFBLLmm&0RsR$8}-Wp zKdB1tr8>-*nIjYce;j7fVZm6}Fg3ba1Y9vUTygHS7x`vA%--(wge&<&@as>&iY}*O z=%X39bZUdMkSwCX>(^s=0t(s;s}TFWdYG0b6Tsoy^9ynSxF7c`mUlt?0{YeH=7Wjc zV8wf9VfZ)BIOsmA#%sK_+goZg@v_s*=hN4+no_Wu_dndem64rS&YHhwER4Z=!E&y?T4&rgc1hA8wX+VG>jy!czJI30_@S6A|QXPiaW?V4*Cm zUQFi08X8uQi7eW#Rn~-8CGBE@E)aVWWc&9Npur`>*-94C2$FWrLg#6FCdsyq$hjUn zlo7TJH>Fy$c!J3bGhd|!zv)@+5-dwIj4G7|E$CvwU2}jIKBY1xmSdyl9_~4A?6f+n ztrP$`C@`w#JW!1Dh7M01esqaQr;(egzo59^NPbD!?bO6pi<;5-Vu(J3C^I6#@_0NS zX}UXS&dOzPdXw(4sC^J$D~CUwTo|7Q9dXFkb~Nhq5&%UZuL?cZ)hflbj-INouFucw zZrN8avS~BdwdCxv%ur6{icP5SoJ9Wwi}6ZG9AYC~BHW+yD5-P8^yFvBcqN=Y$-0+2 zDKKcWzjn*6z|BC2Jr6gB5j}Bq`9c8gTIX<5z{2G(A11;4u`e&vw5CGY*t6m|5;DQ6pTdH+&c%=cbDxZFDp{fFdxuW3Iukyu2G3lL%EV zF+<7rg5!-@OW{&!IZ8Y`?f3Gg?NH(ku83yJ{;!IM^CvD%R@AR2*v^Z;$ub_j?h_{q zBp^cMG`&{m3NN-6}zNYvs+eK3bChw>s{1hbJLYQK8$@WB|0mC6k| zRRlpG!3#RYYf*DKMfOUxF&I4k@PS?lF7|g`*XBGURSK{-9JMqs_xDjQmCrJoIt9`9 z$8>9sv42V}{vFh@vLTmpqLv83OPYB`)Y*an4QU1F)BLDpp6(?LeG0pb4c>0o*aI9P_Nr$)4&p?Vmp zMzMm*$iJU{PxdM~T=wqp>-y7WBJ56|2a{ovnZZ)O#t##_Hff*oAmn_5EFfVq+RfK)!-Inx((^&0T^=<+3YdoBVlexSIjRyyCI7vzdhyt3$*^?xQnf` z|MiU94f%NF*VAjQ8QNc6e1Z9dzazW-{D<5Nb|;`1As*71;GSS7+M;ZI36kVWoA3xx~1LDue|v#^HKS!W;H;*A3HI zZZh;v!OGJ(uMEW2D>c2WasFGB>n+5u@R(V?YTB=HE%xc-g6rJ=O-oA4Ud!D9q+OTr z7pKQ?Y{9+ABFyFy*S+tjow@8s%rq}uVZTRo`S97`szS^D^ZpFi?G_^+V(!I9Gxe)L ztZ2L+1$eF1iy>{tQGn^NrF(c`!uDxQF(Q4^&3;_jys1xzQ0;+qqJ6~*SXR%pd1RE`&i7QL^x%3xD1P`a! zbEdh~olC7^w0tdZN-Dw}q$%5VWCN(ws75!#M*$eIM0v1IU>XH&f^{!KHK+!rIfNvb zqS6+MAG7GCg{w9mc1FHEbIa-$yW9!ka!a3KUTa!`LwopTxu-1JU_uu$5e@|uQUKp8 zQsn3pc@_m-o0~~;apgUuin@d68?0^i>SzuOzhEe4KX{c@>7p$S-A8l{;vZN<3e)`p z+B6;IhA|mem7o6V0rqsBMs4f-`mF77QfBap^H$~wz2YHyW;d>GJ*p_O#4fjshBN`; zqSiylovQG$(^`+5_jU_{`t=ig8y;vmNEmch=XxG~CC_kJJ(V+QlbF=DQv><1?)K1v z9D^JRAuJnPIl@@l7?aX=khV{?g`o)AKV>tP)nmitgi*|`omaV&u~RU1KKB`R6Bpk2 zVx4kApY0QQ1#WjSbm|b?<>wTjEvg$)uDT7X1GkG*)50)TL|S4&C;M5~09G+KY;%lp zPha3Z{>ppX6w&Mcsp$gn#$$G^sfDq@so68wF_Q)nc0smg0bh&wFxH+xt*1evG$CF$ zWkn`!<%446_`MX?3kNM2Qz6q?$IwqSe7+M8*S=)80X4;i5d^Pv6- zHM(j0TdzlV2m9(JZti*EzfS5xl4`9V*1iXH$FY#CY%?QwOlhViDz*%C6*l|TUR=}+)OYhT1RPF9po5JJz$}(O)CEADbMVf=0PF_VACeoRt zVXYwT=SRlU6LZ4voYroSv3z#0m7Ov60@M2Kjan5jKUIV2CgdF$W_Y{tUyh65hn;Vi z1DszGw-Rhhu52Seb7ttlF%LWHo=h}jo{TWN!_eL#m%r50C}q3h2A}rP&m7w$khVS+|LsjdY0o3fUd%ikzw@4?c3G z{gS`Gj@NcLwq{>xyxyU~Ym$K+BYFPcoUdA44+34_W!8r&MbNn(cG^EamTS=6iBb%a z)NiTT!|kYfD8uU`uhw>(n2`nB@Ovt(10fgadCz@es%6CD1D2IV3b2&|7@^uEdtDmU z2qpz#Pc>({$tloILvxm#&DIVAG(+J5(IR9HSD1Pm?4w$j3FkZ2P$D{IuKW09=*}9! z_lBG9z0f`VNPpwiPi4J{QKwLfe_b~Jm;8aS8b75GwJ2_I94gHbA|J{|554|1$gdh* zH29mte^3nk#e(F&u5bSz|G1cm>R?5hGmI`ioIx#P?^1Cg5e-PQ2qh)(f{i%J#h~HgN(;K%5^h- zv}ZvL>{nr$q;g)Qz)^2AUJpClkLCNbeW;=hn*zT@f)a3mvCBZzY8i<7E7GxAOVF=UZH;bV1g=oS#5^>u z$~plbBrp1|qD)L$Ab$0hAe#2?(H#6y3l>J)D-EZ;&3`$fITNl#%P+=IcHy4Sh`_3u z%zsccStw2=r(92IPtGCk>jL+?VEU{vq4{lbDM+BT+%GPCEXew#`N>-^ZARx(;#LUG zMIHTkl?$K#7^y{_EJuF0io)T~8@nFB3s@Eq36jmCdHpW?n+x!_5uWsV)Vst*= z54?Y14~P9P8BNtbs%Wd}C>N^B%OAZd(X=ufiJ4Sa1gm_e({_GtYIs`yS&;I^$rrag zX4yul!z$O({J!61i7rxY&L8sL1bPI#_;CMoV&BD21u&gL=i)4)X6U0JS_<%rzKL@K zV6@8UD{X$yOKk5V+12_fJy4mY=;e)6Nte}uQwL;TT~L}1u`W^{irDHEr};Tv+A7$T z!Ba%-$G=khj{FB5(UTc_`94 z7}K~6(RK`>ODTXiYD$aYpmA7L56k_wZ!CL-?BC_SS0&$V54zQXkU|)ub~=?q^aqGq zgiJF=8G!)V%wWi1u1ayQ#*)&$3Q_26G}G{a4|GZd4J&4xQgX*tlS!wiH}r{`iKx7e zX%Tvn&U974=i_wwV;jVmoav3PB=6>RB!R+ZZpbux0m8CxNLDFojuqZM3%rqK0R$Ci zmD<~>LDH|5|)j< ziMBPpaV2C)L@RW(S@2dvW#f^Zh=nR204f_of1@o%WunHFdZeRTQ9Cm3oW9MHwng^V zxI-GFRx=l{Y+C1RQ!AANat-Nf`HVNPzmap18P2nvo_yfCt(I;MA?NDi4C^-TPhG!) z+jGMaJGxZ6tuCIU<%<85aTv_8=jx|N<{b>&cCI=hgIe@1)9WSIk`Hp!J`R`8Ep9wjqf9 zb??CPCNHx6cb$^!3Jfx(Ur~Vk^Hd*~VSKJx0%)$hK5#K#x4*lOH5nnKM*$*X#Spju z5vE@hNxp>|)P)BS0sRDdUQd@4{5c@iqYm<#8ZLYXxge~3NVsoFK0w3i&<%H(`-oB76KXos}zVMLZWf2!rJu03E=xyNTQ69n!A z4PkU@6mLVQnLev z{L$el>53&*zN2ogK21wFIl!3#)>CA;wZM?J!h50*`h#gSlRu{C0n$WhiPnGu zbl;``Bn`w=5h5*=Op`(ZrX)a!Kfm;~n~Venc({%H5;L^LkpkR@x2WmMVDTo`uc*0= zIk2=JrT~Nl;_g4)`_sKY-TTwM|BmhrL2&6vWIvMwa(oFc{b3T>9feCHSHAZY(K~&w z)M+z9^%z%v=W93Qanc!BX0}W{9T_Z&6wXhzb`TuT)#8zPP;V+lT@v^RF@drP1>ZdJ(pL)pDwS**bPN9eJj_iwXfM?zQc@bUqi}?oFP{di@KCB zx`|^Ql7D{E156JnL%CslM|;X2#iga2;EqHcnjJHq$5}7xM}}i9{J#h+ER<0ICaLYy zJW5tO%OwOeKbYF3UwGkEF;e&W=yVoQv4Dsj5QX0%9B7Vtt04MFhTcFXX5BZOa*q9M zqdmE#+#HiC!%jPSOe~tI7SkF7(F;r!_er)AE|nJ{HxTk|KfG36Y?$bmqFFz_z#5>~ zUsyq(G=Pz_AY?SoRjbG~9yt+ltyxc?UEx^u`p}ZV}S2yw0`jBPG0buuQu6+cH zTZU7EeO8UxH4nD7Sj`{k6dVZ4+a><(?R}T626Uagz*8FX26dgK3(2vgZ3Zb>uMJAU zINaGZy$;!4#aQn$jk?Asl?vQGwSTfPQfFf{A_vDbGc7xAlpa2X>|v@s=^iHr)p)U@ zqn-0?pnEWbI)_aof1^4X-MNb+;k}?mk*eX%35e~Zuf=(G&|2j_xd}Sl@|j%g?EzqC z<}r)oOyn8Ul@AtIe1LCw^QgA}!`_?6L*2f8;~!BdOv)anA}S<%*3n{5v>@wLlx#^V zOUy?UWepcfF`|^v*movbOZF{fS9WGBW0>vt(f7JCU3J~}bH9Gi>$&gW@A>{Quh*>S zoXc?>=lgw}$9WvYMUlm_@FLaQbCb)BS6BaRRsILDhSvl*G@WTK@#V<2%|- zdF1%NK1`|Gb1tAOvrahw>)W2^wOcgKo}K=+^ab$g_tQAP^Bk{YqH|>Iq1%6>8}t;A z4(?~no>n+|EpM&hCX5hDfvoTy1yG}%2W|bcQA1Sj({>3&n7^ENU zpO%Y$4RSNu&nbEM9}wZ-_lV+Pt>b%}oFj=CrP2V(5=7*#{=N%~#OQN0;NHjUq7h9b zfw7_4KJ04u*&i%O4Y8p11?&!{0TUmm>Bsx?tjD#VJ$C>RDe9;;-d_YS9~AD~m@xW6 zm@Qj$;xcJK^Hp#@+5}_US@Z0h`K1Hdg}|#Lbw~bwzSE|Dq4&M*y3_z^O)|BPbw7S; z=Da~;{bbdCs8v(j*>fsB+P%76h^Gv9#pea7`5mV8aclo1HIF;bnh5x$j+~FzkmcI$ z9b6&Og+us4Q{>S5a|$Uk7)-y7zq`e4Od_|=gpy~EYHwL45{{>56SPF z-|3l1bulvOc^=g7tTOm4Nohq+BO0fv^X#lOGQ{@?vzSVY#*fS!nV zSfRY`qOwp2l$gJILGLqtC7i~&1kXiV0z#GsunGnc&G90`m=G$L=bQ2O!tyza9tGqS zj!TJqbkcA&6ZwZD!Ux!*t9t8sdSePEEA|gZ zB!2lK)F${H4iVIlivu8O^~aO%AtS<1`8)RoG{tQbDDWVEL0hy^>q4k^nrQ&IpKfc` zGbZ2bJkvwwxB|9D08 zr6m6$KFf$#W)OD`R(KxW9n#}Odh$QM))e<5a@HLmL*4AdgjWi8w&R?d-Jabp*F9Tk z-w@_E|CPOMwCLD=M*MN=R%Mcw5#D`d2@8{#2pizVN#hbUx}o{VX@2(sb%d-JWZ1!37j)CF(BfH0L6+> z8nr`DT=J8VXyS`#WJ}OYChool%x7=A{L^|Si-9+r2`_Z39)1Hdbg0E*JB5_Ch-3o3 zu*;VnQhO?2IpALAXJ$BYoz{MS=17Z+iHRTpykksCm;djLR{YN%a2To&o=ZmTEQ5(h zsHr-Y)(G?8N3&=+mF{cM<7AAr`#L(m@(1i`MD;A(tb>e5H+SmY*U;lAaI^J`Wix*- z-f$+|>dPAtOap9=-WiCt$taX=H^ zYBp1dZ)zaiC(0%J9Mg<+wA*EPhG~+W46ten#Z;PazpZ2J)#%HPY!)Z)m>)e!WhH)a z$Gtj(7SIX5q@ka^YTMz$`64XPQ`qhzgqghxINq5pDg8Uvtl05+bkN6flgBt8-3k<%B82@Vfk6}l5#C>+TdW`tJS4L0bb zAwu-%avcfVVL}8u#Yriv##`)vKZSQv>x3GUSzl_{KGO4vtaH_;+cP#`0o@Fm-cC!c z+gwu8C~>*tB3dMRop>Vg6X@kuL;|p}v1~kpIPTv!oP;usn=e$9KcKYL*>C;0+1A4F z+f~~5=Ub^y1>-y-pS;|pXw2fXGjg!&*C5nCr7q>KC+jr5d8FM|LpE`+F>X_%r7G1G z8*1NHg8m^V*~35IiR1r=Q3zH%O|6qXb+YYkPXfxU*6jt8Y8l!e~Z{ng;lz6wP42*lbKA=dt}sqN?jpWw=-FNApc0-8E*UT`SUBlee;r!bp_VrV$rhcs>?MGSUFWZPPNs)L^y}?t;e5Sr8|zD#wq$a1 zVtHLTwBQ+F+WLJ#JPlC!=kESAXkSH{H#*D-hXiDM1{bgU`bzxltkB*YX3LayIy5?( z7$5c5Ex*pcC$MWurX-QB3(&O3)b^kQ4w8=0liNLS#lIj>5EyO38#@ z?7&X!9$cBd3ee#utFqg1ug=BFcpiVy5%*b{e=@k0#PJdmyDgATI%x_lM?&A+6M|R~ zrJnQs(Q?LQrnL4;mt8hHW-vjYHLPxp4t&pK_nSXsw7~|VdzGlCc8-9QFqJ`SoFTH0 z27JCHy~d(MAz7?n225&LzYJ*VQtg>y!L;;&;h;W*Rghq?X4SCxY- zQu`o4cTU!(d^@=xm!`O?)=r*!&-0+V~KGzIS) zDrmiB?o7F&G1juhY$h5vPUSJHGlETa%XpQbqQ=jaG1+;U-jhues`_Yqe5RAaV)nI} zywkpNDpptqzw{wC_Pl)kt`_Zzn^pKh-ml2l9sk{KhyV0pRy|l4SA`~?q;CB%VyRm= zNYuVnerC)0KD`HXTz3G|<1;aY#*3aQnt6D$zB83g_)w9c-?(Sov`36at&yR#GPsuFdT*V7`<=pM?7&$ z(!2Fixf$2@(PGbR0q;?wG4q%IQAxQ>gpAJQwC44dBhN&C$jc7Y`{u*bC#Y}Ux0Uq> z@C-0|>7zvhV23CVu@foaR}oW)!KwhHx4}aieB{$O@mk~-bDyI`mpAOTnjID<{$pB_ zyW;r;4lsn@4AQmy)k_Zsab-jkg7irjQQ zH$+KE)dEoQr)_qT5U3V3j0QL$8JqEp!|zJ1WqS$M8d~M|jvj2@sw2YwrirER;G?5d zleu&Muf1Hu$b4S%Q>B__5|_d{+-gMDYJpd1z_0HDpey3n5}vCmgj2a#u*Yd=aUWhw z1J=S~9ef>;J3Oke#Qeh&0o^~9@^nJ}ux2;bv@)kXBdoQ`4od>U#~4NSjT~@2!v%As25S8E*WGw0lKmK} zbCCP4G7Sj!hj5Ix06tfM7e~~$OwQa=KQtndZuua*XHOzCOfdM4Y!=g< zU@8Rb?6Bc2)OK(aSskxmWqdxLwWW8epgtJYm}coG9w8L-aEDH!PvIG_B-qRRzcL!Q z(Eu)=)31r}VV#gNrx&6(kVNnVwnM7xf`wRoThCX`Vg0C=f7or}P~q$<%vUv-n7QKR zdNP<Mm70NrSBC?xP>EZJPO7&6sbnjhrUD86;~25i+5bgxv#in^xBA z9Iu@qs*m&=)eW+$agLTd?2RzS3kRi6nH|^^^YBVpLAV2x{l<3 z={=ccW39s$sOVH@JbZq3pDy!jb%`EusNj)R6|Q|4-Ft{_wR7GrW?RJ4ttCv2YmXF! z!yR1%royr#LYB7g;;$t6sEzm`3gb6?X+LD4>vo#M9ifuE!obtz+KLPx)IF0plCi?; z8BDN+&9z{U(nwq&nH$$_*edO;;LCrD_362SqWIG?Me&jc0!OyZSS(cXnvLr@RGDZ1p-AmM$zw%Bjlb?Z=`$uDueFpC**(wZnv0Huv z;H&P@*_f$bCxh0szFJq-+d6v)9KdXZH?WE!j1gByVLj;tk1mvi=Z?0Ii{?2c*@X`k zSjJ)pdF3*$neUAf6FqRGD%?wX5*diVt-*T>seT%qG~nH~LFy??$2?JjJ#!419rR$p zDOWa3M}JkHfd)t$d@)-9HQ|FXe>A&Yc6AeDG!T%fJDJ5al6D@fqtF1-BqUp%?1$=3 zQ$Iml%EJIKErM!}SLh&n>-GHfPSoZ*Fwydqy`pIH$8=HR^(>I!`0k@JI^3 zwXYZ1v=EDX+{{ZsLJ}mcJ2;390{vL_BK$rJ|P|V*-lATbHcr@`~ zOQ^hbpx4^qdSz0$wyc_mTbkc?!Tl5pGD&h_kl8jDLj^Z&1;hC=}VSW7I1TQ zFS=Gb_Y0p4N5HfF&gAZaJO&CdL06@xVX`1DNA#OSm9W@#l;#bcv&5fmBwe15v<*v_ zZqqaP^4ZKvO^3*iQZ75&)T@jZRaCWgr)NC4$25IYTeGp#d2{LD16sSi9Iwl?W%$yg z>-rY#7&kL{+d8YI1IM#sZO~3A9*C2pLOGX4dzT!T&c@wSul zth9ET;1yh)%nta4A^X(*jIWbZ9$Jf>i(JVPERczw4vzX)+Kj)Y;r_q+%$4z#7&a8- znU3~E*H|<^yvA|46Lam*7YN&^h3%nOV6$leXTL&RP`*J2sf&z#;bd8hT%BAQNk9@6c0w7%t z1}G_i6$$>$iJ%FE%WM$?fgngIqGQ@2wz!`B?&%v~3HEDP7G@mwo5WWCwMzCu!~}?f z_SK*Xtn2aZ9+;6s*g~U+gA0abP!}#hri&u(P2D@exCS9P|8>!eCmK*ImXVZ0@z|s3 zi{n(*^^kX`Vd*teC%9DNNZImd7+Mfo0IVN<3uzRkn;Paw9ZnAc18D%q*zG8zZ4M_t z>4|=Rrzf5!ei=YrgERn+9s8`%OcI#KE`@)@nxsqXwJce0>dDBH(ik)>ymH94;NhNQ zW5D@0fUG8?#{2w@VPHZKSB?6rhR`#uqmMP;5~Y%(8C;(=6qDY*-qdhp+wzW$!+3o`-| zS|K^c5Fub{%f3PlRiI><;Sr>(kQjB7ATbni#)?UT&nMFG*8bRY@n6D(AyfhLI2E$e3+Dx>skn5Z)h6Kcw{{ zKwa(2<6S}q+IsKJy3jZy>AUgb>t>i~f*6B~Gw<0oHLxG+BoV|ZdD(pKviyMmNIP z7MgouRKxKRNRoP+sgD|L#7P3E))rJdn5z*v8d4lX)_IlGu25ggV14ZKeuu*kJP3F6EHsD0q)ObA>~vgI+5<-1qlBspkuihK@0lVfxY(nuC3;&sd%f?y9# z)4qgD>01elO{^7 zkfRZS2mcJj3^;9|}OW^`AYFw2jyf1&l@eJ+L`Os27qyg4D*N;^}s5>}I z#Oe_^BltNByJqQ*Y~TFro0`H9!eoN1MRYf=kmBh$xTdoYJpZF;BPb62Ko7gB4sHXx z10iX6al>r+?qA+&=5ZvMJDqwmw;CkuXu~e0Nvs~iOzTj$c0!iLd;~#abwIA2iy_Au zGq3c$1nUnqQ;X`>Z7Jp=4S+*jXZ{s6z*HWyy156EP(DZ@IZbBh0`C}YAi3u_MwcXE zx&AnPVr4%>m@9FA961qPgCwy+bo@nD_ry4PdpGqMnjbM84jJy}NV9P`nahA`WHf@I z+)IY0^1RcMJC(%=g7QY8=;gYj&|hI*Gp_W}AFpSG!70|w6d%3sTJ-Amx~_~rLLIL!%N_Tvso|qx5qCef(VJPw4OaiTIXN5F*)~ z2C*B&+V;%TEvBYFzc${qek31BUpq15Z^3Xsxskg!Qo{Xts!o^rt()Fgy!5B92&8pW z#yWIKCJ~5*?lsd2olJM75|evoJP!rWn~PT6@ZwwRiXaHb&;V$6{YC=>fX@2m6p^kR zY}OKHbr>4C60wyM^b%}_k-f0Be!Do~eP^Kwlr&rIT5n8d(v2{dH`t2}m5qw5ng6av5Hc}PH8mLy??DZNbDM#-kxtug% z7w<>`DC%!OoWw#il@-F?VujFhd~OCIx$25pd-AUX!ruTnO!D-&QSS=X&}pQO5~6~k zMymthu1*T*vxx>o?Zk~zYsw+(uRDSn+wu$GJI646?#~5rPn4knkvdj10J95C;p!w` zHX}HV!dJO&HLu|z>1Z`X)|vp|F?5bN`DuhdV!8`S*&kc+2m|S_ozbcioC)mCz^$6}4yRx-&CPvC>M7S+a0RxW z^R*mxcO7x4kS%CH5sW(6!aVEpKja`<5K%q9DmEZV1F{U)8A3V8d5cowa|#jwmyu=? z(;&3gs@-^AO?amgdB+O%WcPdI^2+)-!_Ce$b|e~sGZDpPuCxpUz_K}k`J4(U|)!3@*`iG}WCE%|6Jr`sBW zxaDUh;c0J-g!1#t4%(Qf#`q^64A;AKU4mdc+)U=g)RZJfYrE)8> zVxf}1%1SNkExzTxw$;)l>rdw!wqiW~D;_&O70h@+qJ?oeQ)w*j?>o@16 zn+h7G11b(k#xbg1#I}9hv-Bz3N(R0%)2&C^imDzIUeA8!?dwsu=8{<#)OWnRFydTR zv0i4PSuA^6KDoH_0aI8jM-X#>A1oDgneTgLO^GTyJB)@o2=6Sw?{FfVwU&?WS1%5& z5o=63sNvqNK;$NwQro=Ivqtzs-6PuR&#Q)4GxI*nx4N=5s>B4E+rf%sP8r2(%k*OJ zV6Pc{wyhq_M+cY5jR-N-`d;lpIjTs_H)ipAo)t55k(Fbw9PXGPLb4al8`G(;yYL{-S`lkJnW z0}k<7nMyqLmtGRlVFR~KI^#shR-|qS>$s_nZFr5Krfw<$B;KczYj@*eV*?DN2TUx zH{+zM;Jo?lvg!h(NZ!ktdmnv@q{PoTT@1SLVvcjmWUZUcs?BDSG+CgWf<|rjL=JPL zq}63uO>Da9hm{cyuLf(21s^3hjxjdmh_?1S>amx$Rp?85ibCF{F1qQ?~8O9QSfU_HiMYmEl_LzmY> zNPc{uAw6oxAqJ*RlKWO=Cs^2rYl3E-&f2ju~kuv;gbp4So}9M%fHE;UF z>&FFQd78zHr6*>*97#r0mYUQa8&rdaNbEQD88xJjT+|WL=Af6p%OnF-vyA{Hse;w> z)$rvpJ@%$_$Ht4-Ya)8)hbdq4DvEXhaKS$$%O@CD+aOb7ifXYR)~QpC2=wl3j)OY! z@btcLzG0D$;e8o{(_%J)9GQFV?_(wn2mz2xK?DY|DB*-yJ1zxs^2R3a!6AahvrF}E zW_oCrT^&OfE9CcQJQfL$5DX!5BD+@ZS4dt(!+4E5)Pyp0UTcSH2AwX* zjhBe&OJs;N*o}Di@lFf#0yFZ9$4rwBSuW^(BKYlW3wFt0fGX%jx8vfR96&)kYNe|#f{hA6`Oh{GzSrx*?!?-Gt16fPG~viq#2S(vqF9wK zl2Vct0zPtztuuq^1LINNmY7VG1nPs^3v9kp<-`kqGd#+lWqAu#0H6-Ysym5Th|D}} zCg&NApQ2W^VaJ20YJ;QZy{R!5U9Vx-EYFvOjwP~=rzLSb73so4J3UbVV1+KrN#I z4N91?X)3FhD|`3s%VAG@>w0Ge=g`QuCL?`nCInY`&lVP*&)$_1CF>>f${QfBK}(tU z2)xwHxd?G}DG3^&AB&Azqh^6a85Y*}F*6rOl#@bi!*uk=MVCvEXOSP40nj)8G`#1w z5A<(;QXv)+B%p{|^cwq_wk37R$=INJNEaZCxD&j2r`;J+v}^NwJ#(^U@AIo|f(FoT z=iM4PZI1lxZAOOlvF<7P>c+q|`LZHu0BcPhV&Qv)F*(9w=u%q-Ec8`@3~I(aogum# zCD&Dgrqg`#EoebcV8@oI2cZSkm!|9s#Oi=Ufz|A1N5#PLKk3!C6*8ABA7oFQX+ZGx z_ln6=G8dp9#+~9;cdP7v2nR4A3!uE+VzYUM;&S@WdsKZ$o#Nlh_S* zXjHj2lXH#64tD8eUbMK{>l~X^kNcXy6`j7dPj}9Rm-HiXv_P(<-Z@Oqe&b40J|sM33M$aPQKcN%-B4ejugg+(&HQElMB z2hlf;C0FgP9SfHWS22<9VJ5^9JMoB7E*mcV-~;Wnmmh514?O6#sCp=})g<6Jn@gRV zz2H(3tTX<<0E+%kJP-g4Z~<49vHUdP3u3*7_VOAt4Pf$_#ye4m5F`+ZM*qizG6~k( z`&Wa%2Ie4JwSHxhNifad)tjJRU(fFQ_gmQirQsX_e{t7OlWzX%*Y`ubaV74XCqKd5 z!%okyi{WJYk^oi%9E!s(T&dVW12E-g>q3udar{?>4Pp>6f(Gn^)xZhdmJ^zwFbGZx#rX6=?B_-N*fgBgrH`uK#_kYJ zAvhf#OtOIX(7zKzXihhuA?|!lK1XDC8EuB0=oY|KrM;}U8tEY)@B99Z^(^DFx*TOA z5=%c`6CO5*JEgp&>e?qg+&A5nUEMY)y03m4AuhYvZY#_VRnGSgu z?e6n!hwO4HvSY*x6M1DCxUvu1-Mn0BY6>j{(-rJh4QO2}k!8o9pYMgt-%4N~GJNy- zCd^B&VElW0iIc>fz{etp{y5r-g349*ZV1blAi6S2=Ny}aSop1tM-Hc{`)*Cs{G zf-vQ+`f?4*j|gwDxKqdoofAX{d^^FT>#bt1XT*E&f$SIQ!kd@hqWAV|r<581W`yl% z3rZuU9L1xtA-$+J!3)m{jLWu3lXb3bf;G%ab2Z%hFv))ZN%D7 z^_B0P+g5LMQqOgFBxu6LK*7-;A#~Z_EwfD~AH&()A8qC^7te)SAF!8Q$>cU+OK10L z7G`Sduj_S~Z%8Uj$d{0K`?!g1_-(0QqDl*ONXsZuTO(4qVOhW6#{nQ zg~Zd8QV2?ebE+L^b~k@?Ep zUC?njylW^iA=g^V&I+39OU;xIh!_CgS7Jtn#H7xWyr0?+A!saBWpLPH$#{znVGd$2 z5c0%#(SWV%f$Oi#*OS_{?fF<3tdI=LE|0|)$5REstAndYj3A{W$WMc7)(QZM0{&ld zA_0GZ#TjE)r4AHDAN5@UdQH*0fpQly zHY^3s?79OqWsj^GaRzSJoV<*q|6hnDZKTnRSlF&7OtxMyn0H0009&+M}_mu3h=o*xj&%UT56$gp3=I8f{<-d}H#<%&CU6hgLe#SN1 zWXK8(i{rW}n==vfWRPrPlhY~RZvYZ*eNnQpQSv$?G247{R-C^wY1{hkZ7#E&BZ!9} zM;RQ^<6}M&CasO;UznG^=zmN-@{0^PJwA)LiaUPh(Q*6He)bo(ewnW|LyeNyhS2Z* z)UO2x4vY-UF%{>dG^nHr|zh|__%v&d$xY@%(cpHz2sW5QYd4Y zw#LuzZp8)96Mt9w6rFQ?bas2aCqMS?IrJ4tE@*q1kvCIv8kJ_Td0(jL{WTPi&|}VQ z&MTrhH{sCUfutQTQ$)7_q2Vd=4CVj3@&gRPXEBi0DUBjXLF>tw2Cxv{8Hz|iNr7J= za^*U`xJc-R0OnIXno_lnE?tpHAWo+V%Y&VRKzQL21IhA#N&*FD7+#gCR~Ukr*|}~a z=aJRc;5GD4?ATM!Tx#VyPCvCw)@os1HiU2nM2w;paB&o0i0xY|paRUsn}0o+`}1t^ z@7!scRWUzT+Rl5T`NCJr zUTltlUAB&zD_gy2xTZ-=;Bm%ECgG$OW?UiDVsEohV@4QTOV-Vs`^?Qx9X+GWBz%;c z)C^6?0Hs{bWE9TXLv2P2m6WvNI?g6zF$qG z0ZtI`f-th8vXy@q4`x`VZ*3yPn5u ziDGHw*YA}xyC~*?j0rzC%6!)XK?im=%GU$+8^Fid+R4H$wp}~=@)JIW{F2C}%qhAE zv~vs*wi%OIJyl%M7hAbF^Goh7r6V`m{N;x5PXI~^bY6hXTI0`$2UYV9t{v_sR3RJC zv(k{@;wf3EeW(`rcC|Z05kQ#H(QbvOrRl1XZziv=X4S8nE_^G|)Z+Tg}&U=fI+#~=e$g4zrR6tGO>^_%a*@UFLHJr9r@ z+w1an#nQmReuoCh{PNMbhqY~eMIZQfqg&qq-}2Rwr;4)U`L2AKIlQGyh*AUY#o|s! z-0d1yj z)kg2GC-9kZ+*_rmY!zHBmAfooX9x9S9~%*GHP1pk<^-he5-JD?PIfPw;}BKebpfbt zo{aB>_xf2(mB53R(svaFWcaIwIO&eWC_O*eXRZ4&3TCXE#GypEPXvbt!v|T_^l<6M z31{HjKQ}w)l*pVHmna#yBoqDh*YH%J(5Ph8T0rdc7qp?!~;&KCJQDci-vTM)wD2ku&J-cTnlq)JKHA< zU2@^&9q+8--tB3Lt;HR~%-BMNS`T|E!AU24p>M>xOxf;s@EwVXmsY|@wF{XdXVK2x zi-mYIDr+~%hAdu^pa27GJOgW$4#t(RP&YFl4DAhxF(myjz0)NzPj*^* z-u~j%C8MvbT^f@meh~Z`g^7!7&@D4&hA?;Kfr`yE;C(o8v)d?)w}yb&;d3HU>gb5w zMNyTTdLjGAMgv_I3_@|DfZw}ditJO<_P(=)Mdt1TBL24vnU-ebC*N(|^!lA3AR+c6 z`wgrSLzLi1zj%wp=NZ1s%cHpC=3B+A$(t3)*yuHCEi^69X#g{IFZm|r@hxl+xOE9V zi{0KoFuADZGG6IYygR|>_&2K$T((=~{Cm`MoK{C^K#&!+AH4*DiiKQ=p)9xnsA6-l z(gD0oaylY4hQov!XbC*8NlXZR4UAI7xVbT8o)E%?z;9DmpwIN1K59!Ykwe)aBeZiX zIqKKuj>E}2842HF_4Y;#r&{b~gv}Mip`=-3D9bXu!v&2#Ad3fmLt8Yt3uWyqLGrfK^35#0#*e zitrf6JS&}Qh&QWLED3!2A}gxuW5-Ci>Row`mlfytJ-Pj;iW%(Kx(3plX4LvIoPx$y zA4B41Tr$YuW6_Gu${)Vvaf{%ZXW5VXb|qBAE4Ix5u4=R^M>Uutkpvsnp>E}u_kb6G zHOkLbBlG#PyupSHjr^HG+$rh4@-YpO8bs(lGrY<;9Vj&>=se2 zZd>HW5A~Op2#$u5jAj!c3rnWFrAngO2N1-ELof!=k$A_lJlshYJ!>cnQ{Z7~K_9yF zA`*33ge{56y$B<#j1y*PK(ajzh)IBGX7p9Y<$@~eHZ9U&i;M>G`#zU^KA6`^E>Xj1 zfZJARH-%+T;=qY>_&6$q!yq{eQ}-DhdJHdAcxMZ%GOXl-bm?JJ_+g#Xjk6GN<0z(- zA|{^DfUovC5GLydC_d1VcA*-uO9wq6s|n=IQ_q_@;Kr$2Kaf;?F5sI&aM-E}A-rK~ z+Q^;z*#)r+Z8cJD=0#^kbnb}UZ$85rk&hCm0e@St@^%8W!2TZ8&uI1v1QAwOp+E#F z3D2)uWbk?vB6>@#2F}Sm%k^@zE(^Qca}Iq}6W(r;nxCrW#OA8V&v_Iwx^VsMjZNh( zeI_P5aKnL-F)MD`KAT5OO0<4knxmLKRZZajTk^&KV59z~U~Oqs-2T;{)kD>m(TU@p z@CYW%L;oFx2CQ$$r@9ei+z2uRRfL*~J~;yiw=m z7J0Wf52W*_(EE9k*dk{8C8*HeKAK78PDpd?^{u|1Av-5=P-gY~b(Q7y5&XC}1pEho zO7F2Tb)V|>>J%y3L7lZdc&cm4C{@l{i@ttwd+@n_K|8qZnIA5qwx7=$w~Jy4_^+;s>TC@$!~ls zs;DRt8c}vM+qf6`~fnQ4>7&B-7b-%jFvyQ4I zd7!^a?dFrnbs>2Aby?Kln4QULkSF;KRm>d_0=G+1Z=#vEKqwpcq>;Yx`_ zjD7Keh?GqZH0%@kOZR`dzmD1q*}7wpT9@^KpLrl|q}^-|W{H!Z?ZZ$4T)`#oOe5lc zBsuP>D``_NIMFjLO<-C-5YDFoSuXQb|2zg#0x}GNI}NF@gvKuD-M!%C$z_t%uWv3f zEX=A+l*pUg*mXGBlgXJNe1fa?vuOg(l$rjaC$>|g5vW8M`%FJtaPQu{#ehYp3$OsWNwz; zuKLg->rcBF9#p<-QrYeWFG<`&6vw3umvPn%4Q~59xuDfH`fbjHH9Kd4fg@W$L8 z8!eXNDApZf6JK@DE~y{n8;j!Sxq3e3Ia|gnCeHfZ;rGmzmDRR?c~4l8$;j5-nsbCL z17>`5C;%CZC`7-9ZSzsY*FGG9Gk>m2HTO(p{S=$EJDjN~-;Sg8&CveKkvEcTcPB0} zEP2dGlXQpybvvwm#PMIJrv&bY6&JU^{pQkcz-A};sJ<@FuKw~R1MdFlh2UjG-#FFq z+amS7B65u%^U3J*it*D^loT?rq@-C>qNk-$m!*Soz-sprqwlNFj@Nft>-S0&=`p>i z&pD)XJdnvv6W*ZCO@b`ZW>|~7koYhnXuK`2&*=c%GR)xkR_z*8qjKdzhFTqcav9N( z>n!;k&Ut52l(IsmvibQ<8L8h6A7%DuNrE9TovuVNk2TB#?7Rcw;~Z8W9NvcWpa2;N z9FH_rEMJ}?qSwYb+Ln=&W6mPEJIt0%=h*GL@j$VBOW*N*HPs zc4+nde#txgoAhQFcG0G{)VEo->a*J$6=liV zyY}w&EVOO+^6q$QU!|Ps8?PpwVBAVb!M-Y|e<_gkGQ*B2XuDAE- zo{WtHgik~Y%j)ck<4`?}8EE#0^OYg+*mtHC@+~cWy5}ps96#~TzBS&2k5chxx$MlA z#^iT{c?3SIg>!`aBe^kZN~zaec&G{$?I8)Dvh>YQI^TKRZ|*hrnrXqQ7aT%^+pplp zYgx&hY8jGcW)6D~+J7aPBtJ=UHCn!;wIXWFJR62`LUkhx#8QSbPfZVdyie;=w_wOU z-QmaP@@zdKilKfHAkDew9)Ta(hgu>=j^yK{t7rfxu|BL$t9|ZTq!C{2bgUNnJOlDm zKZWuw9du8dl2fSZAB&K0D{jye4K;rfaYIkEW%G2y;C9bk^E;)hbGO1wSE=@qi6bNS z8ZYLqAQEoIVYgQ7cPN1OmP7dtN}lmbbd07gK$zr;i4z|H$r z@Hq&pmgWVIR#%AKbv5kUEqm1IdQuJBNiUNFfj+kGGR(WBeA6`HAN%*8`Le&c4SN!F zoxhv73zzJGey{X}+4|l?fVvP2tl3jpD>ATLYDPtnMcsj-0n2!9RHfo12w_(`M$~)xg^vd0 z-R-!=eKxG6w$G)t+~kGXCH2#WfKM^$DD|_38nH0VdSZaD6kSE-WHXhxYT1zZl^Oq~ z{*|}~Qc@_u&x5n1LbrXX+{mnmbSTC_VTRaLZ|eXTE;2UshE-w%y(4Po9|}nO-CQ{w zcFd~zF#m!}%I0s;iL%>;l9ru0mMI)$1kr7%`94)Rph|pzk{iS_ZmS$EoC}L+Ph{zVf?gZ zTtA_~vOZ|u%d7bh;>3q=%`bdz$a1POj`^O3C=oSUr6J$Gw`1lIS6I&e!Cjnwc?(bWqVJz`Tjw5?F?&=ZZ_e=NriXze&QE@)TVP{a`y+3SZ$Mg&!;;b=hh z;Fd|$5nOeuHNqt1ljdjGF2?-P>#Pi|cTM?4MErFW67YAZdP-s73~L%VDIc@C?q(Y# z2FMP2rVRUj$!Jw`deeIVaZpya>N+#2FZl=!u#2bg5zA?S=+jy(fvE$#6t53Z?WboE z{M2r$gwg#9ZsKWN+laM5w?Uia?5%A}AFT~lP9*CNyM1y?8_KGZ5!{ZwGxCvgoDvJ| z-OWtI?#g(xY8voh<;K*bsW)wXlUZ`dcOw@-*POFd15g(l<-6t7YpTN} zbF%F{_C0yLpeG(>l!@vBD^(F=_ot8qVF+Ed-Emxt)`B)Ku&Q9vDTOGlQ+Q&Yu;03w z)b!ChqFAgnVV7o0nW{6v2Hu{T*We}iv9|8`ve?{-|{ zMUu#7#FSwdS#{njVVSO*VH!JXq%xMbg?OGT{!(Kb)(LHOLpQuK(L^L%5S&Q%gdp9P z6*T#_A0ppEg7}68+{feVsKMe8M#Z^$LFD4d`yqgpIZuu72B;6PLlJ`u&I03OsG{g`kK0c6Ih-PRhbOwUhMia!f0 z^f3H9&ff??Ch#<}PWmnlaF*@`hdc9b+w3GpXH+_|^a=9v!d(ItmUQ3Vd!6!`!6xJl zSg8d%_uJIuO=BOLaaLDt&YZbPasXK`7U(gouxrB8K%Cip2z6H*m1_dIIrD8Sa{IJ* zsLCHLhgbvOciJ(G&86x+IR<))thp1FaOv;k5>nw;KTz3odCp!02 zaghn?;6)mMfHvg8OT~u5bFDrGn9`GXt@>Q{1#*Ze*8sOWOpFRYgU!|8%IB0>0(=n< zrx5mULX+#TvwbwcKGXXh>GCT=_tSB)=G@u-B3sqP(4PtD!5=S9|HVJK7>wvLKrx;y z%L~IOeF`b@5Ru$+v~F*{#zv?7q&k1(*-qUcon~bfIZk?=*F;290LBP?;3?gGa3>L? z@?3*mH@!wpS(5yRIBTp(zCmQN4h`@P1`6r(Zqt3x&^j-*H~UZGVUz2SHWt2*V6d~(qk+fL~MVbmBgk%fzk&2Q`2t|yNBwO~~h-}Heg|cT~ zW-Mcvna@0*>AGT6*Y&-h=l8vz`+k1+^~bzk%$)0S9_Mi!@AEv)c(N=3L-AD{q`JWL8hV}Fx7!o>LaU7j zI#vE2F*_;+Jvo6oW>8H7esYTXH9OV^)ZZRvWyH|{*3~p1aN33jTr$$43aOYuMc663 z5FC*UwgT()J&_Lagji@5thBb9mw-eTE$XgFoY}A6c`A1h*TQW-s>h8skZHgXS@dLU z5Bt~_*t!*p23uq1p!?UTT~RA=61eWy$Px5rupk~3KTbWBTqQ-?g;~J*peC<%eQfYl zm7)gGfd1ZmE*d~jC!($b9?qZ;(3Lb`%Kjo7EK>Stz{^P7i*|rA3!4ELuyQMYlImju zFPM=pC608MKCbsDqEI6^^IDOr|F6pc&{MiwJLNpxsvvov(&!ToirS@mI^fj@co|P! z-yZN8^Y$(!K7i`wj$D&PK6L)#rx&mxFCis$b{+QV+m1W4!cOYi)Z7U{+jgY!quhfw zm+lPN)Z@YpYB~W@P@nC+_D`K6_ziCsj=r#GHq3t$kYiyS{IOU4a@E%7eaapd%nQ~p zaaaTiHY`s-K2{hCJG@4HXTg%o=myk`(gmD={@nJ}0I1ouvb_!3;G!`0PO{@@<0qHlcO5&vp!vF5 z2gJr4$mdCis@@Zks|v-gS-$GDJny4bkh4WHCUYb}bJx6y%e=PHs~g^!^J*2kn+O7jRQw@u6)SjDVJ|w+`y86;Ge|#%>sl#}r8pYm`13dO zHj?rVdv{T-Lt8#Rg$TiFRI5=M&>>HJQV+?Dv^(FWaEn&;M67E!QF?(HH?Ur1t7rT4 z=>20CJTZC#jpGt*0L`y^4#|?|P&LSLQM*>8FvUZ3ROr@~T+AFwA;`6Ub&IF%ctzvMTn`Dst zB@9W74JJkel!`s;x1E|E5H-0@9QMy|jiCX*Fw&4BZX>QcTJVTI$ba+H#qFycxdcT> z2-luSGkB+Y1|#mdgi_=-j&G*{hcn6{=5`uDcsqr?kL0C*1l@&JT>_M}P*DBk>Q3W6 zf9d<>_J}+^_DI(#ZWpSLtmVzxc8!vd`sX`hxMtI_6VxzG4G1aNI<8SVIlrwFwv6BH zfCu%e!Jx-y%tus%tU=lm8khSN&1Jh2`63w>dk?#&H1p|>nx{^{lJ!*-_W&CA0&GJ- zr>crzB{D1qVFGcHzR*1yU<%I5OTmD<^%ZtO^*FE~_wURvScLrB01>T&gMWWWFvLvE z{O^*0ag||6gjs@RtKsQrM1-Xq&wFXpBvQX_LXIv+#WvGTtsjv1ajDPY(1UVFU)B~n znVdTm#eEOi(~e4!r}AJZ3D>$P&on4XCx|;>2@Ffd;73NV$QPf;-O1deMRE!qgPHmW zES<##vtY%jiy`g6j-BQ};*%7?CKNpq@JI4nU*Ou?mv?nMqXD;7q@Xh}kK03KhGj9% z@gqoX<&L~z(@1lurP<(SV9He`{V}FM%_3k;F+GQh9ApG~vYu~&+dQrRDV9n8chmit`areL{0Z@3q6S2sOHio(k3dJ}~| zhHP_E!YE{byvMN9)yauY=qsP(M^SHiwb?5WtB{vyK$~s%_>5q!w>uvzG1hM;p8#g9C`dVUYc%#huC^2&8NZD7gd*7;FiV|$3BvBvFC^h95)X%EeYxk>r zy!j})ZIjWJj z^B9TpK-XopsDh{;j7v;^c}JCfWD-gD6y z3x?Sx5$^zfnB=B!BEf|IP5Jvbq?d)gf~tVh{Q6iS_D zm#2lgiE3*>Opha|cw{kV$-Fe!8MOu+bHa99G@%S>&wZmE|scu5fZZ2)lcws7?RtlUCXS$zgAQ*YSmw^&>HY~YFfY^&c~uQ5k(*G zcq*<5Ue36$8PZ}bqv%;&O6mzApA#<4A#x)3fIFBNt7a7q=-?c37KRSNfPU(`6t@Ec ziG30#x|%wH_A~Lwr9nh2d&jd3_UT`IXl}VDoHMYHBaUx5 zU1H`achhOW9L%+KRu_Nfl4k3KK40cd9Irlk_NY~;y+A` znlAW3hlA(xg9paZ0<{<5HWqV`dCKZ+kmc~)oeZo2Viz4rntn=`F{g8Wk0k#=>G>Px ztb4UK=M1FdG8!R|>&VG2m^VCS-y~qiZ^ArjgdxK)wKbY-j2vv~gQ)Pj3^6g{=~gM> zm(gcKz^zvVWrdvFOW5NCh7D2e!!S9r5Ob3-W>OPuX2_j^WBloS+O^&7!RehxO0HzT z*LpfwcaCw`&HS1@Tom|ZQ`7m@^ z{wO@N6O+`n&19S!EBZY6{v_B$QKSKG`jCF`LO3b}g+GIsMXtehHsgY00CyBw3?_A{ zix7mvK)$zNAUfasD;Q5_numcBt1wJ!^`0*B8u;s1S$y+n@ILUcyl`XkuVFf$bX-XM zO(7lp{d=U8?$;)svIYC$mTmXdvCovyFQ|GD<9(Jyuw6<&96^{hHxc{Bp+ybM>1tcu z<*u8H$6&UGSV@glPHZ`6wl@pADTQfTYMZrrA7T6=%%!Yb@UJo>74TV)Ozz)z z6lYI$X2wW292Tj~IiEeddK@JNRfB773i&D4c%1L70E^+R3qn?zVyoU6Z@KriAi4_& zF{>dGQ26)AG#r%~=1sifab%AdXbvv0!`rd@W-#$eYOc>AfpezoDnuIJF!v!ym#}SJ z&~12ck~VL*gf+*zxgwR-1}QBwEYID>G8kv zNLolt;uU;vo=fL;o%qU?2=gf~^zio0r;3DJ`HL^fo&JhTRuyl-_$W&yxZD+aJnZDW z(Map)l&E>RaCY*5ltFXGW;eb3mRZ;K5wdoe=3sD*p{CiDPahTnHKVw~wN{W|z;*<+ z{xb>G&S?;6-{;DgkbK=(b!z@?%ng}}>Z^x)sJ8}e(>jK;q(35WZ*j7%;B1{?C+{ZR zdEZ`Jgk^7cIX)r)rlpfa^1bCy(n6)EncG{}oK4SrYU*C(Ex;~218)u0E-uhi%OAO3 zYU|3VQ&EM@NbHqU)vdsq+o?=%&}vl~V%8u^k`VZ=KC{V(67Ha_@|2~0o8~o< zh!;gqK5eh*EZ`X?wRYl`tuX~p^)B3M=)%(%oai05)4Qs4!{qCYCil)qgdAHrXMT_$ zmS{LZW{<~{M^6|*XmpC0cIwcW~Qw(~~pof5&> zUyyC`kz}Rc+{Z6$qz1qn?@K;x5MK-ghvvoShmwa-MA+a6x`9VhZ)w7oLw^)^w8g(M z)-{EhngMq@KryEQcJ$k;j@BUrW!-dgX)@W928>hDXf(`LQx0eu82*A#`1t4yH^edD z+S^Jk0*R0(((1=>#OGUKXqNzslaIq#qGTI5e5x5#|4jxPPZj3h#HtpbFZo?ijQ{dz z;QwDkGuM-Mj66V$W#Dhg*ecoJ(Vo(x6$cu7h8$38G{7pBvhW3j1yKQDWgrS8s*3tv zL}D`ZP&Q?mZmqHu^o_kg+vffN^VBALW#B%6O@4%Nwarw%AjWbtAVY& zH7E%x_+% zf(+xrFcyzu{|(R?%uvz1ni96fR{Hwp^LyD-fDwzh1w%A0zO!?ZW*?+RrWLMG2fZJV>JO6$}oEFQI5MxW|cRx7mjGQHi!2tW)%vbfxn(w`?ewE4k_^iwgajRjup~{$N zBYxQy(w{r4DKY40RFfCrebR+lG^ZM{I=AFMf2sXi+~$N`M9YqAJ1a0E-A)4u%gMul zcVZa(tZs1RyQAeR%2J!^SxLTM%$V@p+49b0af# z!w;6f=v&Fy9g>l5>lyL`UMT2%ne1jR7O;1!3V(*B-)ZyciJ$h4EM}Gt@H&x$Czg>W zJnowKe!JT&m6>O4pY40@v}u-}xaF_Am5pCYx7@%eGp-iCj6LfQZnfsP-;p*j+A1(i zr^O~+*OY|Y$0r0zIM>bcZT}M)HUAUN>;F||4@1}RXun__h51H^=% zBffqbW?YaHI_~uD%DMh0spF9r9iByl{DaAcwbaMBtGGwt>cV~Rdy_Z2IFMydoDhF= zvdbzxoLhwH=;y1>gPZMr0jg1Q8J4t@22g^rFqHVb4mtDs7BwXK6AkDvA$pMV2oAj) z9wbpz>cEVI#QhnWAzB%R?=y9jle4U+%F4f8y1~TDH0ARP(5b|<$q=uSy70Aq`pyhj6Mvsa%juk4OCl~H;g0E7#N1kIQ|3G@Xuln&oN1U9PehzaYaTmh6fO`Qx%H@; z%Twtfk}njIf2Jp5V;Oo=ll!h-aeK$tBkxr536awNd+jtt{Gusv2M&xd^%gkv7>tYJ%lqW-XCSypt9l0}Y~;RNsFcVY=RA3@ z*gX$F&*J}9oS?|v1`@rpv&j-@mZp+H0T-_ww>*ej>?fZa40Dg2C(F5OkdzXvg!d2@ zj6P?^UCm5sd-c+??!ksb4f|dFxI+Q)eY53u+%I6uA9u&6&%79x*PQ3ZjjvRfPCT#n zT-*c~Yll*-+6Jj49aeNoUTFE#(DrxFNp7V|a^cyJmF1N*KJF3iPGR;OIn2~*2LRmnLG#*<__HL(m+da% zy~cOjCoorDiW}uQp)wDy_mi+r(lgWBv`Zo(+V5Qv!p0E&6->KV{VvkRX`s2HHhBBJ zN;?l3LB&Cc)tB;#0FG&q50Oq^T|2ZgspHOVxp2jk+|)FWKpM~&JRnANA&u=({p8M+ zWIIb{`G%Y<$O8=lss;f?;YD^21guWJH#2?$l~Z$j_(b~_&pG-quK_9W+Rq=wCl79&#(#<_ZPo@n-bs~fKb zYU55mehY6eSt+T0Z`=u-xz^{oVj93a%R+F9d!w4ydt2ye(7nAK9TE>SKIrs^Y+JuN zXSm)V3|N@fd6&_AlbpC`Ub)JuB2vKMb$`I|ca($4gARSMMF=6v8p8Hc?<~u03lgdC z-ZceldiBZ#M!oCV-mYq@?6p$h0uT8-`Ix&)qv{HmwWHPRJ4X#4$`*!SD_^}W%IuZ9 z!?&`%Mw z&1rEJ7O?>wsyVvi!OjH@hdk()RHvU9!BLCX$X-%(W6i!3NC0Ea0Qk^)lbK*5l z!~HUu)t#kvrY(`8VB*jd-Wyw$os|>TqetH8|E-@hXM{;tHHfdVVAvTcQVbXnXuoUA>813AAw>p`0vdV$;xb)nH8g}gZzQE6Vj+^@9w56N7 z5%^OWKI8n0`|&4h4BJJm-l*mDY@So!S57`?LW!SM^h5^tJ3lCSv2*AKN4J*}<`z|j zBu)cZIc!8VGx3vUrxg2i+|1U!jx$Rcc)W%kyZQ;M=g3H#O4IY82{4^~OsU8A!NR>R zKV^2O$V~*kmWvk8WK0})jf}mKKQe}%esf7{yZm~sL6k4j1k;WvZeaPoF^1GrvQkzzpL%kur^)uoxy@QK*6 zp`O)OjHm2HR_3rkW(vC`MooO|SL7~Ejl^9=uv37HoV<6rp$4t993Kn}8ZeS4FL_V( z-d(@$29tus2O6+pFMFE%(FR)>{QDH{tV@5BKl)YUL_wyP%6sRk{cG;$J-sJzg-sK1 zj^ZAW`}LN48`$#zXIZEtzuuRHRc*G_6W z?F;_QMM&GyeWyeaAin+I3{LSsC^qJQ#^--ZV8vy(i}bK=G@xG?H;IJq{t>Q@v)UXw z7>byn0XhafG~g_D0`u*x?2k;RC?BdWn2QVsH0crGj=~l(A_OrDx3L=@8^iS=>tE*{ z`X1SBF;!+V!wsKRy*e+z2wtsP82_faifs+|`^F63bsNI?tw z1pps|ud2cFJoB3wZ_M=c8S*y10TLdqh7M|jMYtJJ!`XlrV8w23(#Az1(@{0otA4*fq7jkp^@I(SU<6J`xv&;l>#l#TfU|(b3X17S}C0 zUov=xCNtho4gGnd^;7o4WMn~T*^b`E8m~|AWP&(JHA*d*h(7H6TnbFX{-`yDzWvIR zn_v-LfT7N97k2gs2Rq9la-gT&vI{9}xs)H6v3=`mq*B#|N3~f3eS}1WQaN&Z5{5D! zm1>(k7^2*n%y+_j0PBVzPaLlaL-E6gpi!t-ZFM_Y&Ah{Z9+mCSMA2 z4NYwzZ%^_~D~p|&5Bl;cb=|~~W88HHf#?s?!`e`Tu%OMU;(h+JHdQxeGSWS{<8+JM z`U*Vq$RK4yGsUc@K)x6BP7E6vEzzmuqG(oy?@;>STkt_LI}>^D;mtEBOxX2kFnVM| zduFg5F*M}Hwz_H|K9_#K34Q%dUK|zsnW!h~Q2|}t$nNM{#PHaXSa(f)`zX(m7pKOb zyzJB{cfR-Jg~^wAkr|zf$w&$>rsr)*Zbxx$UKJ*H{Q5)e+?^EaPUe|wxJXQU2daT` zf_#M3c(y*mG}Gv*O;#Ms{*Vwt$H#-45S>TAwC1?eeMCJehX|3+>|eNSJc%jR&)RJg z*njf6)bW5jsi)qg^gFLQ2d-wWc9(f!Vc6w6n|F#?Ej?7HX;$EfcFEc=Q^(3Ffm(oR z5R7z1;kK+STDg-*T_3h{cnMjZ(5628IML6oyMlAU^j7Prx(oMM8~zI7b{D4vMN&c2 z(JfZ~){{3k5*;h~2B;E| zb6=h?wYD-I`0tNgl&d*krM39D+|J42+rzysP2Z6jLu~2D+B7p72FwbIKW1pdbxDW< zpO><}Ujzq8aG;0Z`cFn0`V7@l#1d4gLPqrs3Fu+$ne~{Zs;?tS=GY3}*-D0!iiLa*@^>F3&|gH7~R8Om}CXpyO=7j}XR= zm_?$9E1iLr>{oO>>r>;=x%1P{2`!!~EB;Ec!Zi5vOn;P-05?{O!@M{is(z#4Yf4SiiH-envhHdC1TT1-%r8a{Ni6}v8psn0$n8Ta|ru`gzfzgDe z$3oc;HQlX<=iJ{&_*xt1z#Le1t$bO#sr#koSr5{H74#=&%V^VJM!4VDyP@vVl>dJ%Gsl1MBdRP&!u6Jq$>SgPs*f#nJ{TaK(9gayr4kr#bZjtQ zHtjOZ{z=x)l%EHMkq`L-lp8IuWgOncBl+!e&m^zqMgsHu9G>u>PuFH^UfLRwJYK#-tcJ-3M5Vse8cwedbU<_M<0v7QAS+cVJm*rO^Rvp~3ew zU@{}|)=tJYTJdDE`aaus_Ff0+aj{atdeKIz+(mKnv)?H}ZT87l%6cK_lr2o<>yZ z&@>apXQk;$n|?Xmc=A1Zfk6!xw$;O0OJR-Wh@$SewXo-xbB#K7Lcy=66_A?M0z_h^ z0o%lS%Bc@;A)$a$HQ|gOK}HmQcAf>V7XIvFtIa;Mi@X)A%qEFK1!k~fePA`bY99BC z2K)~PV)(E8Fp=2FR zrU9(5nGzJ-2va;2rcL-;$oF@ibigh4UjxDzOvBQajutXE>wHE*1OrYuWYuJh`BoHK+NxUiD#$86}9IR%ZdcFMQ}P zHyB%q$}KFgvJ6f*fAA>F#3oM1UqW2F-3qaLd0ys?I@2AdNX6#lrC#;ZyXM(Dz*bpE z&&g9-b*V3NO9N;7w!6O7F~-%?Y|I6Yd;u?D^`ZiHf>e$=rlpxJ%EF9fb-=+e;#+@+ z%(f64!GNj_?3@TYC>XP_m=-R4YZBxPc*N!jkGVRiQH`F9l zP5c>Yxdf(Xm;x5Rwo*Eqmlya||HM&0+cSYhQ{2Z##2I|#hJe2i+RG+=%Gt?L$(1Xb z{jA+ayUJR3vVjhRR{hI`V`E^3gwYdu>3R94>E`BUU*x$%eMiK%mOx1O_bx3e+uz9Z z+TOf88gTccE4reiI_y!nw>>V&DsG9q7)B`l*E+~UZen8pbB(JF*Pm6EFnPJ5`4~vY z2%wi~p=PU&j@GmY;mUyHdnL}!TJ1#eHY zc+w|vZmoiFusf=&8;n9yXVS-)TLzrizuuI&d3jbH@>X*ChsXwY^Qp)f3+f`Vq;UP) zVZc`)2Hp9Ik#u23I&dV!hJXDFmUjxGS$*)Ztq>!0Lna@r`H!jO7Kg82BXkwG!r9lY z<*}<27!8B@VA1WZj_vu$TEV=eGSTf?w$}pxbhM(?|AU18yCLEKiyvk@_uqzxo1LHk zd)on^CjMydH-X~xsJy>57=Rh>U!RF54|4y;$^O5dM8&vkQuA`Q53$6ZR&)};jNuDa z(|}*U1)xswmlPL{(}TZzI=rg?CTd<#`S9%bbmqAu%l`FL9N9^a3OxYthwEKr6{{8v zhNr*Z_vO+PUWPw`-3)&0VaqhKFhg32W=VPIAhBz<8Voj$TEXa`4hsNo=-?M~Xg`wH{fRZtf#p;hKpy@cpNR3lKMHKRi=0ya0=D|X1O7NV`q&532*)fC zP*ee9kMC}~rm!6}G69a#lPu2$Fa~_8V>&yFm}jT!CV5Ej2E)ni8>SWnp$`^M7aHeR zW$0NiozudgZYe(;3VP)niGpCaol z_Dc`lUct~eMHQ+)=rhhrIG|9)&1-dDHFi9;bx!6Vt?}RN^N-f}_iBwc&~!-Fge>VU zyzk4)7kKn-&oc)QZTQ|oPlnCW3;r6OaoO&v8eThM{^8b0xt*7qO;*Hn#MkGSoPI%* zX`{&LSp=1^xNpB3ty7N3aSxn@mV8Cc_;Z`DjR?c~rIvY@&NMkOzpvle)AaePt2{^c zvl26zkiH#^B4-(bG;aY1N08*+sN6gH8yW@n=sXcMwI115ZL7B!kui$Xjo(o}?QZD} z-+LQ@*T?wdQ9o)WE{iZ>>air0Y8qZNwSVH@vyR8X?u?kiK&~(2*(ks;8HP%9?2>qT zvySyu%ZYV$Yt&Bi)FvAFbD2~bXB}f>Q$3FTRnf7T|Co35qCoqec&f7`?qT>r$zqv} zO2MLNBn2fKimXEr5OH<3&lXD!S1uiT79ZF%uyO>NCU?``$NKF{1E)g;9wa*#B zh}?`~fmNz4ZAF_&NiUazG6GAL7AwFoXK4k`x7dwboxp3@`Sygmia&pDk2(GmZv5?9 z*Y^78!kDqlapTGX>LX2?=Qdr9d`%3qEnlXCP5){dn+n6%ysktB+1+QUS#w6=`T!%( zFdY0cHjwDH=B>n_^p|LnqZKRt{0t5brEg507=yS$cRX;mh!_P!y$I5=^_+Bn^X6kPE z=ZNJIB7*)>&(3L&Tp@nawDapPEan01YdowpmbBzgiAEMzt^J8&SUES=&Y$xQ8xQ~W zGMLj_kWF+n>_P(~fW<*B*7$x{u&AX6ea=8lk4_c4zLxQBE0ckjPJi)EHHz!N-G_n? z&dJ=aWCp?(A!6e{5b+;n|Btf&H!1snAmTp|@xK-#Ho*|FVZ1jxUEO@E=H440h~tLH z&zab+Ac(yG8j3JWUmq}rj_rt&v2*>f;;Kgc`Md0QcsT4dcsArq+W5KVLPCw^Y$9UJ zNNci^26%-1gbf$#o1cp5NQ$um%-cu$Ddozy1Vy(+2a7b(v-SgHJ2_=YD~NiyLjR zS$ghU8jv~;4-2Z!A{piBtMeRrjMG+4u(oI$<0^2T5caFbD6JgHg;sN-lK=<7H(?Qu+(&qnk%< z`uTWs`x@uIM8_WsEBn)R;qL~&26d`od{DD0?NN}T-@Z+&>K6;apvM5VL{RI&k;1N^~{Wn89nZSo3X;t78ugKVN9&qXArLWVq)#SUNr#KMW7y z4f9Bt_%~aU4W2Q|(Sfpt~-aw0`vdC&anO`Oj;>)1a(Sxlmd zs>ym-s7SHSB3#U1#bGjrUiuTi>G0_0=;^KB%XC)L6X<4Y@I<~06YoQQHY!Dn5isxF zB8*CN3pz7yO8QBgQw0D64d1yBKJboA^{V2wi{5zS(a8iDu5NqzRCAZCK zIMe)$r|Ok`mCI`DC4+r6;KD%H$2TzE|D&BZdlL4vv|qJq<7c^YkU3IOo6VmA&$p_W znA{}V<-*ff-=fC9>1I5NL6S4#dt_QNauCw0(02+pcaVJQGSRs&r%;>izz%xARnZ@V zMJ(1{aq3r>;|s)CGl$K7HFKD)w?97K>l$xAJa<)g>%zgu2a2M&-u|u`fZ@GTRcG6m znCh1q9XZY->)ES*Qaei_mlx^I7xDJ|m(uGAbG9O#(JX5Q69GqF{Ux3BV@ld=1&hAR zGe78`Fq|-PG{#mS@5U$p!lB=NMFHU)mL72 z3{l&gmZK^iDV0&!b2S#`4_u7nzt*kG;)-=BJzIYx)K<9d`6i~y%``x;ezA(0;4Fi? zwBC;~=vj3Ly-JH{pZ&6XpUCYy<;Q^*#&hwa^mn;#=g!-jYU>;W)*KktXPi63k@yma z1erVR!SV)t%|GsZS&bjDj~;~Uw*xm`=0BBWu9uqgP%A`pPp3LRoj>^8E$5yhhGA-Y z%I!>8+D<>#C~C#Buwl&+A1}5=8|TS{maLV|-dvawy|@~lvZD-6**6y#dHi_Iz=0kq zrzz&$0LLbtF8p5(wRPzLW$D`*H>H5L8td|Ilx=nHHsze5*Y@9L(RcRhp0k%yMm$E2 z|L&doKS$;Ni6O%9C3N?>pu4&BJVBw5SMwCxqo~nH(L6=aCw(;H^w2H`z62@da5g5J zH!F)ODwC6GfGuwRz=>osTN^keX^6vXA?Ky!kwn%!*Z_N{&HnKeKEBs$mpLAt8s#Xa zl?|(5wIri6b+d_lEh_YE#LhLWAGFpTm|4RL>hhhY0jC>hjSNznC9mXX22H9ufFOHM`M^o0`NLrN(PaBHNGps;hpwD@c{2Mj&m4h8|@DPIeZu2JDedG1fVEFf;~0#qJ3 z{kW3)HT#f@h`AlbCUWJtd0_j1oUg^X=xDEmgjklft}MbFQQRXpcA13j58Jq2LxeLS zcFXPlwHn%%v-8d574A0*2tGc0ARd=MTi9eMu}jEx_q#E5?)qmF1sV{^d3F~x%0y9y zeCz%;Vdqp^JghSf=b*ewx?rHD!iI|nSh>QMyt)${+Go&v9VYq~tFDDfG3c%pu?ku_ z3tPi0abr^Oc8w}kL)a~y_b~M#=QqiAEzkgXMe7q$jZ|>2uncUBmcTYjGC7$l*u+HM zMFUu-Xh0yhGYz<$hokbadbFZef$x=Z{dd07fX~-q=05Ts<@mS5{wLY$f6|Bj9=ZuN zW!<$AIi}r8pT8_9z();-e)*D@iJA}n^44l}u=dwzv;g0-1R9Rb%kybCHqj687p<-Y z%sd9{$bxDOXTG1d1uO-DUHWqdSaLRqmxZ}k83sN{Hk3CjRF+PY-Wu9c?u_F`!)UHEW`X9@5=knW>)jqIi%M}nyJl(*jSGKy4T=D;`c@C4s# z&1pR;^o>9o2jv*0Pt*qRWnBRxsRry#02j z3G7F}zg_5>*JfsT#QgU2QgBj$Z|Sj>)x~A6m;azx5aT5|U+}Ukb0D3*s3@@F1kBpE zw5V+Gj2R37`uns+*XWF8`W`l{VOCsvYz0?jaDXoO0l8?c)ZQjjzpv*W7xi9rB_`U+ zNlhjXUYI35GvO-@)8JU4xwjkNR~a|x`1alspr};#-VmfS)(iJ*ayYNTKkN!0L32foyS>t zR=P{w+yR?wGtp5QWH-U9+B3m4j;ap^#R(_2t$&42(G8v%6s|{!QW|^&QP&!ipJwU?0B1(v2NzH&ZQp5_vOBRl2`Obb`E%DCqSRBime7=xw zZ>HPbZ^a+q5Ms*)J022!3rV&wjVQ8sy`D_Mnw)ikBQ7=D(o+>K?1BWgi+F16jtcNP z+u9d$Cu&r6S4#p#rH8C3H7j{k&zEDXP^6|%6yj4*(WW3@fSd-eyO$s3N?vf;qn8%B z?ko{6dLvzdvDE^>T2%b*7FbiVZYCvL+9N32goW#8h0KtOMQI(!OWHoA!qTsh%ZZLE zylgLi9S*qYeuQA~S!%m>wdG}w(2o^0Ezdr$D0$KTbmodel5;Oe;mImhWD8bJ!M7R< zZ*}2Kd6#|P=*xl4?y;N|<3q2+Qp5mHj~93?;s=s3!GB~kYa2zOSK$7+FV=JO4eiuU9YEFu{mqY^`33uM}xVV+d z?*Ms8)?2m2siX1c6}~1TeL~yjm@txR2n&O6lNhi&s&fn8)<0jPhr?aS%2C)S?&7(G zM5htc4UPK`e!O3^+NMUP6#c?r+K5mNoiO;oP3Ct*QN;s2kv8B}?sjHvYLvTD!f2Q` zW`ke5al6rOb@7v%_FtY`|1o>icfkoKkLwOcO^LYVLB;mq&~4PK{eZ!M*awibb3;Kl z20_BS&n)E1%zb#MX^*wOd7h&sYyKnQDHa!@%)w24udQY#aN!`PYwALw2y7mKFa~P~ zjpA-cwSmNYO`wI!#tY4kT!NAU=@0Km>G@uLdLUr6X^39gK9o-DKq!R=1;N`*5NxGp zLB7|hlCW)?W&neej7h3<5M326oFU7g8@o8sZ0^j0&JV=G$VTD1c_EUj)y$uCLiQ$& zmFmFoFcqeFwG9e7)QX$!)S_~<7P@bwhN|wQ*k{<7lDmD@F(|sX}_vD#?L1$*Xo&PBpqe+#-DY4x&fbC5k(-a3%Wd#TBH`xDFSS zGCA|&u;vbqZu2K6%#e-5mq@G(A9_%Lf3a~mc{yCMCP^#Tk@!-IzK#~ zZgS5Tupi(X9ysx+##QuQ4X-{87$cL#NnL#%r`{T#4iodSK~)85M{tJsGjA91;MR&IPe0Cx6u;uKZ) zx^E(czDM%m?zvxHHQ_jIlXQ7|RF2PqE}^yD?B2ReXPQh{JVAA6BSFh2-zut&ge}e@ zTr)IYu=RHF*Yi2F*X|&_7|U8UWqm3dfi3}sr1F^vd%Aj{Si9OD8nEGGX0M!W$m)S! z0bXJDr}jc7NoTRStmy848yxuug8UmHNG?>V`vGYN-to+4aZyr(Egfx=)e!Q#m4%Xr zDsxXqe7}3w@Z4a_KE(1oQj>o74*qF=)xlcp53@1k(KeG0kjQrLl^Ny8nNKZqiUxK+xG zmSDS%z%^v#f5sK!A{^SCo|){+oxaSK>Z~_f#9x#swP?(O-$&SN)pkYB!LyHQleMDn1>&=BG5yV&vOw>w!RS`r`A~(Tm_D_>rUawK&Ql^3L+5}@Z*CDO_Om%tj{+HBdULhb#1MYVAz^r-C6=u!WKgiSbve8=0Z!l{w zM&i7jc#gXb2HryOa7z{k{oj37nQLBm4A0!gr+e3*;EGRJ}MLn|s!c7xB?{EAr}gW@X%d^z_b3o*EYrM>2;B3;JO zv+odZ`kUC~!%hEs`4>U!vuzmiwGChP^=B!}F|eoAaEPd$FB8X9`;IFLBV52uPcLZ& z-t>yTV*ywEZ1nh<>&^`Q;ZI)o&msB$d$5;e1+7}Qq6)uemr#OYX*4EI(_miKqYA|d z6YY@LI(HUt*mjl7cz6VH*FhetQbXLArOLSPdNzUH=%U)IRj}t#Y|cVPE)VKcHFzxd z!jy|u_vV;S)+Ry6@t>~qJDy>EECTUIalc3TLrU4CAcAwL>YlJu1mla9n{f&&+L^zp zu~XCZYU3&=QEqUT3WfaVtAud`2c5f`%DSN0XBqBUaCfEMXk@>%h-fC^OY1iq^c=b* z?4~|4&D=X_ol^lNYZ{lgI_C;IG=ESHVf5W&5$0c3W|EnC55jkYuzbUdwe6%rcGqHR zS7ry_c_Zf6GcKPOGW))?hM>#PvN?G3aps;56w+S)IB_VgYQ7aWT<7y0axL=E-{>7XHDbwZm$N z#$Zquw+ZaeaEGn96dyVl<%lonCJ$uwVJIQV_YuUsFuNIS2hdO9Im_Yt)d z0_S-smNWoG?1EWsCKI2%5N;edbH-rU1^^|)aFlz=;AlQ}VO?^E6iKX= z@^}Z_P{AN{hY!7D1g@~5fCeN@fkQ`e*0^pgYDz5}DxSkGaGqtFhKg7p@nJ(QCrX-=dM-}z3~zyqzpa` z1VxKM)oO_P?f-|E%ARaZYUq29OPk2d)O9sboOwKK@s;>xeIqxCcjqXnmHU@_2s;q3 zYc+@|g4Q%Lugwzlo8}ukxp$l$Kg~U;h6vCPN$WB$F}s#GknQ-0*V+64GhqkrHOd>} zXhaK1!i33!Po7wvX>}G{cW1(b0Y7`By((O_pKhr$-We?}qD5DYm_59auwrO5*90@#n zSe)DLsMP`*-;%cRK1CtM#k)&bKhBc1!Q^#Y-x}m$R8wI%IAi8GyF7T_ z_ppc33=Sd7?r(+w#*I^2=D^C#6*uV}tqZR~JomyVRh;f#owc6^ zOv+R7P2hD{y>;4>d*bO%?S0MGWpR@4B~zmH5W8v)&LkqntC8et8sILwELI-bK?|A& zySUCbUdyzNGdjK6`q2f%lR@mYOi?t?liHqJ~?R3GZx z*>ZnD=zsjn6(-VUdKjt7Vq@^L99-z&HCPFG!JD$u74GhxWEb?vD;4+mjvC|5^ou;S z1Ni<}MrkI=rpI=TIXCz=qcz9q+-C041IhJa6jf@W>b4G2V;?7aW8)qcqUyRVxku^W z&~4(j+2y&O_dEUWYO|Myoep1{DFwIDTOT_2FmvvD)s`SWz=PB{_*HxoG8;KmlQav(aV8 zQzJP`5; z!4GnSQ|Woh<(SoFQ>5@?zWYMls_fWv0_;)o2)wQbn%`ZtyKA*Kn^D#1!{UPCjw7Nh zWFC3Mamr_s_>1aZt%seQ^&$fDh6RtWlhmJ`ukDV)7JDLNu0dAl1MsR`Bi)9XbPbFf zVs04B#GtBe%MtUEsI|zk%gx|S(s6(avxb)qSaG{|lDx7MMlr1D$E^c%6do(+2=_+t z^JyvSTJafg&sC5Ogaj*ZknX@H6BSmE$1mbu`TqK)C-NxF@;@7)XiM-ttdRP(2(eVK z0~~st+|Uj{MzY}iYI;ajSLBQ+Diej*N}d;i6~bk=S}NOa$|;z&`XynwVBAmF0q8dH zy(+H%wmkLTByxuT4fBK`J-Y7yV(-o4p?ur_;R}ftv``VIqA00sA6Mx5I+x=- z&SN>x<9Hvt5nXRK#OLB~uo5al6JgO?wcr7$M+h@ko?e{yIIm@+)njy5h{^owd2{k= zxt=Yk0wKIZk^KR?(d50Ac=G0)kb*N~nNskh7i9?>2gOGs)9vnEIZQ|vvqkMxe8fv7 zT>zgl;7Rx&$GF@uB64Q%4t6p;_Grp(WSDj`Dpz%>qL@@1s2O7aqg$e)cGDo>Zmt4r?Xmjz5s zWmoVYW~r@ZnJS|IYhwt<5Vd{?Q1DX#d=9+(DcS-Fx((oZ!YIIIqdI0z1|m4#qTQZ# zFmTbp6@ruZq3sKp1`V?Ad9u0670u72>02H046|E1ULdWyBV~2?l`DG5eLLNK#}O)#Y#vODIuW&z6o~F?Dqu%^dC^TZDvOK`Qts#cwCs1GTRz(wm!9>Xu~o4BXri;X6+keZov$I@-Ut6meuXL` z$HTwED!e5AWD1Qr8OnlQ+mSDRpX{Fciy6Qdx}ZlZp}iz`w(073(Ix@W$HO;H%lybi zS`1P8Lnq~n6wq~SOAfQrox0V&o)U|2IVJOzS`@6c$y(+!$;RBv-dS@0pNOGkIpN8-wZGC>ilq9r% zc=B+K`;^?;-SYfF5R>z_l(ogzbn~0{nx;hvioUP&nq%$r8KlRnmJpQ++k!Rrdt`f7 z%k#($#-znjC;SF%xj3Y>^cT9-?V3K^Cstl)Eqv1Sa2TWk#6D;F)8G>mT01N!i`HMR z@-8@OzL7HoYAjhKsNTk2Ds8q% zFlsYE5Q*RddaQ=0gW`A&k0j4?GU)D~W20gt=*>0fJJezH{VrOb{Peasim!;f$_il# z&U$JBMw%98#6l{A8IbG2`3&^H34^-lXPa#j3@UaV@kv?LaX>=rKJ9~XS|3|Kgd2)unw=uAVxs`Nvf@GIUjwSz z*UdrmAx6Q7aW%U+seDaxDQNSMcBP{lD}J1)iwtPC&5|{&dq89V5Q_Xn!DF-0Ao??u?)@vT?kZT#^rJOSPUT z4ugf`2$1F=;p5BB)PJ6f*j$;RK_wUcF z@e?1h)I8X%cTXcW;rkJG_LV9YO!LTumS>r6PU+8b?o6~B7E8+qzCETrtp5P;u%3Gb z=PD46;P7>dByKs6n5gJ?(p>L)+prAR9P1Q!sn6q;`Ljr)@KAu{OL|2CY%r{@636q# z(S=c_|dw;+9 zqR6qJfKvX>N{6+__>U^OWRFzDa~lwx!G)W{km5c0G{$Rs5f3FzePjHH1KO#Am!$Gr z#f?3V*&4tTT2jeHMtqJn_xPpq#_b;M(``61p&7j42D?C3K61xFhq}{BCHhF!fNBcHv-aVqqT%qh75I6Xa^iohb`t50! z3=`rpQk3TbqE04(#a~{--oxavXN9*Y_7lstbgexCkKHz{KpFs}a4VGWIMEuP?36sT zx9muL@1{e}-RXH^fd;2JjtT@Dhx6qg?$b*H`A?C|qtRpMlcfmHyNgaE?q=H3feb?J zds_Nv(7E)A$)IyYPk|0zdmK>)=ayIJxbMz=X^O34-@XvF%naX|8?Q@&(rb!SCLqxU zIl2Z4ksQP=<6QT>^Au0U+lB1g$9*Kfsxoq9=cPmDfbgfbmwH0nQ5@Q+{sEjD6|%>;6*VN-YBP_6Fx{Wm&|x5Q=Sr%@h8Z3Nuo6Nk;@?Hs;&`#u-- zjhr1XLC-{SU`XbMbws&XjU?;YTFcCXy^c>h%HJKk-SncIX$sYk>D~42jqCj$jGq*C zQ@8CjNmU=6ofYDcsTT91b&EO6ign709(p}Br8Vo?hg_sXQIBRU!)6cU1$Lwk+|p4O z;qmV?RvPg>=czEh{{fi?pECRLqNuk`hK>9&Gr#j{31$yXwYXj3BEA6u5qH4hG$Qc3 z(8PyiNveZoN8)UnH#7=0T5|E>1rM%*1gK%35jT#I)ixr&Tm((A!#?PZP7qJ?;-fB@ zKWvld=Jt$d-trnQF>MkdY}q2B1yf#zpPtI!kl~iQ@u3Pps5h0nj+A+B#@lp1!feJD z&g^w;-}zYr7SfJ4@pDUi*M0W7^#rI55$W-dK7+eFV%wKeYP6IB#%M-{B=RB8eqw(a zW&`Sp_C#l{Q&QC?_jhvrGE*&|eT_FN;NqgzAT}v(9|on?_K^t1#)gU~y5Tv>FFMZ( zGb;1n9Q8Z9vBP&3RTqgD5-L)+!MY!vFxR>hmBV!6o!OSJJZ}TL@44M7lv?4U%bzjf z@`0l@s}#-WG#FgZEs0?(#0Hf*89Ia>tyov`M2jYf`K8A@?oBjSXuMz3$B3DDqTBG8xX~QU zDvc@FI_ymUD~=lnpHcvCy*tZfd$3GqS5%aoyX4QRa2VBY_XUmft0ms-N|x(JJ=}k~ zy~JRxh|TKbU!*hN0q^pzkcQS@OL_mPlzay}N5Fj~1xO`&SZm?mjpvk%jiNeg;)XH@ z4J>xrUUb#Ieo-1O5yyQ*9Y}HZG#99{5&yJR@^tZsTdQ<+&wONw+g8gm16M}K8E{}V z2}fLQo32h{c#ZPZ3m--Ebu%?M6_$U&RUJloHeg^xbtXeAPua%cgTtb)H-)ggJJ=(x znspo?bxq8c!tWv0x<8%BMBBx7oELws+bZ7i{yMN@OObk3grRL+N6Q<%Deduw4`f+< zOmCQiTp?~VPZgmXsV>HqXYWcnBPB%Yq0ZJ=ZC z;0Z2mHi8_69hv4Jv(B~jw2(d^aAYsIwZ*Tdmb))OD02}hp>|-0S?QOY$=DmVjG#gNhxs4tN42BhjlRX7MEBo&CP=%RL*Jl?4 z-YBKmWCj+otPk(;lJnW~3}R*?X^#UsG@tnVY&*CbnR#Qf2R$Nfu|?dNaI*}kDeUYM zLy7_EUsH^jt&N77&s>g?`JjPm#6c3d_#S(3zWQM9)GlR=+}qFWhs$=*Hv)B#RcY-d zw7B^_YCD;D?atFnfbpjiKp$G?sI*~b&6d$iAW4Ea*PXk3)Fh&TbiLTA)j2d&m-izhBhopkS3@m_Gc|sIj!dOV*I}(04G>&rGxt4q3fNM(EmyU0#QH{>T6q=p5$^+C-9a zMMfm^^Ibw1b9bLU=iuG;Ppvq-1#SE(d(fU2p#ae$s1%;9?P9$r9{PTI+baAu+eB{O zEQfB%Ud2P^0cGtAFw%t@lDqm3PTDtLEttLGYbDec*Ovm+X=S)ab&(o7(D^9NJ5DTA&@*HK%p`V78yPkI?wL|e5!L~TT|q`I|lD^DzkpHm+-c& z@Ue>G122X--HczM+~`R%+~$XLc*7e_6Y zVxCyy#;LBAFGbWXq%Me^>)V;%WvV?WkN+k!ALuc1LWy)6Zl1rPUoI?nE7rV1w)LiS z`zi`xp|qo>AvO+`W)Za(#)da6@?@`%t|jh{X}9EYKNfVWdFMU(h~x|o(75JHDpm!l%Kzwd8I6KI-b0Z}X38N)Tr1t>GdUV$ud4j`7c9PUh6U zej04rkaE&K&_m$qaUTUnfF;Jn0y7S7(^d*_B4lSi@@!KR`|%4GnRRh+bG1{7cl6qy zYO!#4q3?UH#5={lkoYjq_vVo;zEiYkb^ZF0nvg!?*tNRMouVK0J> zO;tBrtvAr##bxEUht6+wxdU98xJ#`&g`+s6@YdtEyITskihPyp?hGJ3v5QkntuAn% z8gtxwxN=fWh2@eG>Nse`OklQ1v%S?eegLMKuDY98<&m!pczOsCH$Lk6@>DXEoL7hJ-e_=pjubYp z7wdWyw}TWx+$odu?AWu5FHY%X$hMinaGzG#OA}YIdDtlfI`7`4Htg+gm~MB)irO>^ zY9G5LQ@7bGAproK0i6VDHTz2iBwq?(R;7aL)yf-3gxEU?d=@}h7^Mtc*Y{`sz$7>g zte*Gu0lF3W-6h903tuo3CA#>e3Hwjp=nJmQa;r9`Js(Ots9=g|8rYU4&8j zy{HRS{HecS!u)P>3_9{zZq`@pYgMHFzzuh62!zBAkc4;l!@D974Bw3$r45>*s+~(* z*26SAl?G-~!a#fU?X%H|mmNE+nxDBOaSmo>*`861F`o3E=S5l(Hu(SpM5%7gwRq_h z8k-B~-feySqw}y>``3 z6;03|MMaTIKu1WPsydln_b-RoE8^i(Lw2RYcdzc7zG-MSaj?K|HP;y%ud|oTB*OKq z&-*{300OEHJTuYrduv%v;6&ha-7wO)Fo7$QIF2Oaxy*ckj|9;y9OhZyo0_zNttt}e z6cN2eMFv|;Z)Y%E_)>eJl|5CQ47cAHw98$zySvq<$UBII$)DMZv^b<_$eq^W+d9^t z<&@K31g}^juv%6cKo>tdV?@6IG1&zA0faunwWS-`>6I_YEh~xu|KMV`tUk(AImEnkKgW zfNCv*HO^^C6*uMODTmI;G|b(3PHW}kTa5m$V+LqiZ*jxWkgeo}_eDhXGBW*}^tUT3 zUS4~bDc=r?LtM)|MjNB*;v^F#wdl-|Gi~i`25n*+n1%a5b7VYuc=2ZIUmGJyiCYcL z@(XnDvg)2^jP{q)ouLCT{^I~xHnJsW5qGt$pHqLUzq_=~cWlIG#FNIK4hQH>^r+Q; zraa%C=C)(m`!^gEdb~DHhA9KeGIVIj&{>}y!-{Sw?GEN#p;EjqTEM3X8gK^Os;I6@ z>N4|QB^ECjH_c_eF!|HxAP@n%i)$D3s;yo9&5_9?zGcqpTAH0w`E;M?@t=(td4xCwH0zwzievPyWd~vwD#bSbhRZmsC4SyOy46f0(0pySXxZT! zgF14v-P~k0*cW_$`Uk$4wKQ?=JOTqFxxq8S$nGidF(f%3poO`OJVR;;oDH^1t#na| zw#7WZH1h+WQ6D`}(MtxM#F5&S`H)*KSX&hZP}GCXmVr!__NH--m2QJau<^U|HX>8J z^J{TG0hJ(wfD8a=SvETZM*&Dln5l0do4O-rM(`e_S78V&^MvfUo{NuE^zBA7+{JVT z0)YaoxCg##*hm3J%|YL_-ugJ{B=#hsfA`0ef&5Pg zd}uiQ9}AN!!7|c+wY1DpANrNg(qiOF{NBsOO9v6V!Pl1t(EP_Kt#(iMS7!Up@TIkR$<2!hKz4K; z{c;ZyF*jvP-E@(-G(=5M8EJw7v_!GF{X;{v>H^=UNlL}G=sGixDLMDVaC2Um+i!x2 z4!V#gA#RPFG0zN9EW4H)aPRmv@k0?7OsWtY!#d(!W2l^r2|;iygVXfPwuwduT{M(7 z^x@sAkfA4GMYImIJ}615cdxwuDBzRgG()4dKAki}V$CQ(qzIA#dIcz@4a-D@4`e7P zzj+r5Pu1k_o((y`qEKzs;g-nS=;71V#nJUcRyJ`3K#2mKH2@74|2F2tw6iLj6m0sX zulpHu_TUnkyLe7WFLE<9l&Wmwar)6k@t^mxu*8C*@t-Hcvsftsx?CfNY?Lx%?Lg(R zRlBqvEmjj%^%Jp>MzZMN21JK@2yLlBOYCc>I!-^V(o|+mU^d^}KPmyb!az5O2HyPQ z5s1{Ps?d}wv@~YKcRD4OzTQY0`1B0qvUoqnQ&VGB?)&CPf^ADSd!HGT`=lu&kEs3GYVjDB0v!eNV;XWtX#9p1N z9McP{yY(N|jDhYb@#2Wq{+s4Pt!74h(G_~Z<=83<=+*@d7yIG_rre@{RFG%}`IxQCSZl(~2{ z`%6=8c4wQjeS{eV{zztk|As#O|LeriweXFG`Ivh%)@tPG<|k3}=~tN%TbxLVkGF6c zKX#QOUUGe;8d=o2t#NwI%ZKTo2NK`MHnOB8p@mb#L2@7qx&M3eARBEFMPe61r+|Y=$$vTDZPYb3L>YV{3+lz+T_mkiKgvO}h6-7UH zKID%mM(7=)KID92{Sc%Y;A!XuA|OI{>;MV{NHM@4sa0#MmR_=DKa-u5?-LOiP>oOn zCz~OE{6xp2&-Hpw58n3!O=hJElAJO?E)XOKfm#SsFOLg?{HsSFc*;k2FQ!{WmZv(c zp@{9eaR4Nm)L@2&-S>-HFX%70lIhE#GgH?ViqNM|p9Tgl2jsR2MN0!)fG=DO?gW2a z#P0i z6RgPK0{4J=`4k3ELU5qdbtwSeV*kTVGieG?sGV%iCxL5q@Bv7mrFH8l;#2Z40w)2! zG9(q_`9|+s(911=xjqXzhQ;2y0`1U=RoBjuLglfwYAbmEevFQalcgb@Zn z_uV1NfGyjpg4#+Zj;T3rF=|7JlqwIC23;~xusvv#d^cxppQsV1!lEgnUD9UqWtBbF z*BLcTMuY8kB~bvjH}zxz*E2maNiyjzNn1~4JMpeb6xtVqOe_&*YLggJT1!n9a?RK^ zKHw|AO2ByZ`^(15EQz9pH^fay4Xe#b!z5|c2cs{adv*{N@Dr~{37Y$ginphS-O^;j z?mQ_}d)X8z^mZ58GwwfK^X*@LlJXt&(#FY;;;iQ%T}^MW`Sv~}U*PVVcSP^x%z zH{PdUC4O_} zHz7>PI+HXI#}VTiH7r%#nyqJ)a^E8>!ix1=azf6uSbyp()g;svCMi5X^=BQaliI&w zB-G`;q=iQ5%Y+VPOPh7WQ>S`l8a>W=8-0l_8e?t6Gku8Q8$TF%+pe3W*!+=oONZ#I zbF&_Xwwmvw*b9EyB8*GZS@fp0m$@Z~W2%KO)p_V}_|i&#KO6oJemGW>;?RAq1^W#V40<7ZC{WiyMW|KAGjF~atdUJXt6c`&!T972FL{0QiJGlH& zOf=1TodQfqlUpc2Fh3%I+*}ogmhVqTEQl6Re=H-BRz8_UAx6N#$5^-Q2aQ|n{*m%Y zc#9&byq$Z%wqF8O*Y}Af03#%k3R{4e7Rf|;%|L&iY+X%dhnytkA zM_JCqUS4x9YlujOz~@RLeo5KtdUOW4RI#e>Y6k}4>=5Cm^~1aP^(%aFLh4I0vJ)d3 zDL|%Tk#w6paz8KjYcA?)6Q~}u+%wv7S1*~!4Ki8zlrKvDg%$y5V$1beG$_n1)2H(M z2-Q`&@4|nR|BFbxH1Y2oPeS3G2$}&|ZltQ#YS)pr9}eBZ?{&~MrYe8!55>Qeo1&*yuKb5CI;5l%2KxI-A?eN2hTi zh`>6UzlNcMLSz<{!C&A!!nQhpohy|sy;-|51CrmO%N&ctv>Hzq)TCX;R#RD~GYJ7% zfkk^{aTg?Eg$PCj#r>&s{CZV>ge;HV@LvD)<%zI{4qv!(n7Z7plcd=4$?WQ?_8k9^ z9uyKg%7MrISg^~>@e5rM#?N07)}+jus!93Ef=b)6Q{ZfylVLQC4=uzpU+w&x{2pNSS0d&510W>%`{!j=6|*Yd5tEh8kMpRSp)bEE-)b zjm1^a*aN6!P!aT`>^98`67p`7y?m*n;#x(;byk7Lhf#xBI0yVYj#AA#ZPJe}D%+fr zB+nNPXI)0LDB2Fw+K&M3Bc3rSk6rDb$5Fl!7mjLP*`gL>R#lZ1 zHTgA5n3wgds+N7ZXBnD*b5~9AVPjOs4bROJ{GV^umwn563hU@Fsav%Nv=qhUgE$!o zEy_}SJCy?uvimcfW`voJVMwtdvS4tKytRyDhv zaPszW*EWG$>()1;)#27-$ZN!{_#68|UUl4=FnXZf^-c#azdmB;d&Mw@LjLb6;#}|W zQg(Ju2q&(X*LL;}*M|dMF@FC(z;KpbU9gMclO)6ZPSD-2!b`!6;Ye-#BpKuRs7tuu z%V^Oz>!I7KR*^b#-}vu|jTqIUj9P8{C7aT)ROY@n}{m2o9=0_zSI|w#)`ct<2z(; zVAOtbH#iEgsjjn#ZiD$}M2~Zb79(m%3#h?uTw}?1dntgoHU+o~qkHs%6DPyK#4uTa z=XEL@Ysgxw)gEsYSGo;w#gH<3BIh?F$;_%`F4Sh?Ju2^sfUD~z3&Wx~!4=9wjPHSu zC$(lE*1tI3+I~c2Mu55*+Djsr~oo!$gzuI|feXnbx%0U1s_0fH7e_tt2a4#@mJb1~0wHF##*0 z09;lPt0$bE49%A!<=Q(wkaTKs3aj51iLi64Z3C6>Xa)KZ!WQ$Tw7s|g4rU#ZiSg(J zlj?1Y!*?&7?vxK;inwJuP~p(>U93GlilqqiZa?+}b5#cNqviuW!+n<-`FL=;J;%sf z)wfKW4y{*E*?5andYBKfw?#K=UW1tF5}D?$>y2l z`5B(sl+kez&EY9!#A;y8 zLNv!?yY_pxF*N1rJM-gAP0VA955Lc`CpD2dS;pktqdU4_AIE&rJnohg=n~ByqfMHb z!n2|;!mrG23fMTS#s9j?*5NaM9ssPAE`dLc5X8UlwK-bGFZ{%*Y2>oZ)5v|DAXn+F zy)=Cm_E6U3(=PN0D#QysHJrSAVg)Q++F#WE)nMw|y6pk3Ir+Xp(lQDrS@PS*gv;T% z+lZeD+@9rb16a`>3V`J^Hhnw3>k()zS#%1wwXh#3tpAGC-{OHA;t7v9zLFg3$i}2H zp83$Y8_nKY7CYp2MXbHuu=rpZr?&7}9e%IXKh4^O&oV)cIwa0z4FO=9W9cylYJg*z zY^DGB;S*CK+G_vYLAythIALol0$wQE*N0q10hWFXkQ?EqqDIB`o}V$S0=JJys6?!* zJ%VmCxlplp`^S&m+#^1-V^BGW+OrIr2a5nyidI{OM&$G7Cuy+znueZX34ul2{#>{Y zEw;s`DB_S_99N zu*DD*tm%iuN#BW6qZUi#&^-Dz_DQ8cmzs4& zrxo}h;2`X(1nUy`^nMs|HIgVIeY}aN%J=-7qrjf;c41gC6yk_TE&bgF6?X!%I?>SA zQ(k$=h@Q}!5DbPWenECu<`IN8kZj0!U=Twk4<`vPS>Zs62T} zZ({5DHp$TSDtbFr+f3yA4>|TMS&bPekjQm7-NNeUyg~KIiZ+?m`ku%?1=4Ono}I-F zRHigck^f^|S{0@@!QGhLXT$oCQDznH`5a%heOo>wq$KwLd6Vg&5t8NN8@k@v?80Z< z^U?<7d54SM(DNCFfPdz*;F9=}qLMS`*|vn;wn{LbYPf@W(f$tP-W*LRjbB59BYvlr zDz3!`F?bP<=Yrw&E+_*x$YF_izYX@A?p&#?)|@|SvSNnUzcYj0l%WgVq~D;rv*#ux z^s7@Xm^q^vLB8w)`SL;uw5}72h-DH!#K!n+?V31cfb>Qzz(2d>96fP{_R?xU{cbFM z71EpFb#qr|zhinhmksy41uizK>_%sG{u`^|)#QZOpl-ZJpey`s41)v|nE$qdP^ z(M;ss3pBn;Z>j>_uvIJ)W$@rctk4~U|hIQ6UX!C&D+owmolNu|sRjDZ@Sc|>8-OERbXm8`?v zY^Ez;={XFw$lRNd`9x}k%kZ^{S14FdCgSdsZYfH+uZbAYZAikD@^d2h%y_O}tE2(w*^J4{(QB78Gxzy!%UVpUNKX2#F*m4X~giBc}3AP*j`x=$@=)FaF^c>M3U{*LSK zxc-joUym!A0CvzDi9dA}@#87|&4^6R(UvP)KJ}`F`_~zK{S^78Tm$fsRd(Or1H%g& zeISYQIT~u{89enU;>$U@UJ)yi$Up%A`0=^hr4(RXJMuwj-t{*8My1s8dBr0&*RVGa z5mJuX-ySXR@q%A;%6Cy7?+iJZ*0U8a`FV|T&WT4Mn}i?V%ze!4=|}{1?k#VNL-Gz5 zFy<(p{E3Rp`0Kuz@AyM}b`>2jdS??SBV%v$j4X{00X5&l&7iAQW-!y4wkJ^A{PFW> zA=I;V#TE)dO7R7J#J%{36V~UA*oZRYq)xQwmyY1NzyPKXmRDrdo{?fr`KKA~_MkT5 zpOx`oYaZqq##JR)x%lO%_uEu@0DN4k$~pkU2SBf#0;Ix5g?crSvpCNK6X9oE5#93# zoZlO#_G+!Z;a_*oqoMANfW?4q{|b&gxET_^OX#jU5BMm4R`Q}?vx&%Fw_}1Y4z1+% zmRrYG#6IE;(>iuLlyvzPtIbRQwl*mr;io%x00{}v03ZXf15xZZKX$T>qruf@JLd}j z7<%>4DZe)=JF+spuRVwk^w59am$pIwp3}ZXnLaf_4g6IB(TO0j{tUL`4*lJUja%l(9|-&rYe);>)90b#cX&a( zPe=s7LXg_81N{-m<^HeIyiiPy7J6t(>H|!Vp}yVqb-!ii{S1Gk0b!&dt(jCwEVNXtQtWO!xepNC9fbLGqnY ziJ<^6UD!+u^-k!D$1^?9+y$HT3`V97Q-CQVe5}4XpOfKpnO)qA(`PqdQWH3B_?g#t zy2OG+d-egkPa00LHyWU#xZ*AtkrDSv^9I$S7;T=QRH-lGTpr2a{8>EZ`g44s4v->k z7^O!)bxuoj+PvU?!%MT(^d^~>BEADN z3Cjfp&vEohkIE9{h*u+eb(*I+Mm21EcV>ugzx#T$EK$wdfO|_s(nRnq3I)1UA21J% z#?{e2Jn{_}+(jo8BYWh;0v{W#e3x5hx??3Ag;$dlBO43`7fUqgFUk1brVfz1I?fXJ+}K zyXpT{f|ZtVk)BY1!d$!u1vpar3}kREs=e_07YxL!f7|=p-rx5Aw)elNJsG^qIFT2* zcIXmv{`zgurAhv*z;d+V9Vs%_(4aRqXtfae7Bhg@=E;MXo3Jar$#Ex-E7^JviKjs` zJ49?)f1Q`YrxFk2E)M*z7OZNo-98UZmGto!ub(TLB|9dx-z4{UXb3A-CX%e@jbC}e z_b6^eeB52Y>1zF{QE{)ei|2v7^P4iVs_y#VjQ?_S45_`tJf~&I?zTHy*Vz3~UPYeq zgMOATEw6dB-;~kitZ}{+Woz;^OmIf9MQ3><_OEeHHO}{szOYG<9?clP5uML^|KmIZ z(`ObYf+FwQmRgu;69pK+BQP<40MuVJRi4$`%xvsYa5_CI5}(=8c}^~kyNvJM1rmLL z4i5!bY%zK?2Th~^9E9l%DlR@~&o?46a2`oF3RGO?Oul~~LZaO2Xx0xcs%MZ%VDZ&- zh?SNx7{zX+nbmmi>kU0)F^PMmFLGhNk#;dq>x?eTXD!XHYuv2c7M1xtf6$b*mH!;~ zmLbC?T1-$J6Mt#@8EY8>xepJtuN9n=*)kNGv1r<5K%EAt$yc8|vpJ28`HP>lH2*o< z>kgk%UZqOH=U7mLnjd!&e=_;{Gvqwf_nKLz6hB}Q`Q{zrVb$TB^UhDL0JvoTO;mGf z1QCpR@X7}Nf|=;W5z?dXL*7iwIN_lz+F0W(cwwY0m_@d$ zMO&Yzh3Fy)@@%#t*eJhMLDF#5vn?W#pLOuRcTL!tK}Yr6Qx z4=i>XL%cAzi_7@hQ|8PS^vr(pV~70^6}%rDE0O?u2jKoY9L4mfIdi~$FxnL0PKD#< zODAwrJBjbgF%4Xe5GHsB{u|KWOU?toQPDGkj{G;KoVO`>H3Wa+EWl{aGJEM;Ze&?K zox?!Ohk`be(305}+FD(IkwwWb;G1`Ve@M!$_+j`Y2Wao7*n#UMUf+J!`kem$Bk{@~ zCO>{CJK03z#HMyg02P!)o1LH7#T7(uJnX#VXzrSC_sS}7h7OBB9W92%m4&dD!L$~O zSVH^o?%0ZkuMgLmP&rD~tw7Z2D#!E>YP^6(EpswF`BNkNo$TV0v7z~2%r6rRKQr0! zPGF>HyhP`!L3cr8@(ic{MyW54xwRO+dEfp*rpM*~H<%$DH;=@G0w{-$B+~r}j8FsTASY$|5LNmkaz{X&(1M-;H+p@>2;~2R04?!V*D7O-c!OG| zqJ2(lg_|AmHWob+N&)udo=wNhv9u#vq{uqXUaKKVuhtjowB3(WDG8AMADfmD(2Y8H zM3WF9dQOLJX;Q4x2I_fDKpX`q`*xq?2(JK#1xj?}XO8(nM9_~&&jn>FcXK{nsKO6|37x0@OaaDW zBv#$HK@k!9zl9m7VAphUu+8*mXw(BnS|}_y;6>5o|yfj$-;#Z)=gG3UC4_s6DdqE#m}&@{TgXVfRyhZu@3{9#Z$^VMfVhfIbw--(2Yo6x zJ>3p6NA0S)2Yo~11kj`U;)a;rN+#G%{Ha74e@hSb1;A}b{`E%jkp5YK9H^RZ zUMIYNQ0?`c!y%66{wozmRB5{ol0pG(A}XgYNgy*+S+^p3{S<$chxP9@%LZ{0`b8p% zn;cJjUX~RY(M8ilfi6^?h{I_==(p(xncJJ~3_6$D&nw2qk>SJzy^vvmP9E|a)pC`J zA3CUulhELKYszc-aBL>gelYZ=N|H{h65In_8rzKMQJNxZrWNWVb2^-%gWN&=aKPad7;3 z3F!#XV5w^z-~NFs^N=iDY*=CHg7PBR!!+>c6%2s3S)E>=^es2vg&D?y34m+NJ`o+Vl zjJA=ielKxG+hTI+^-13y@o$3Eoxg^Q@on)h1qo7%?&D%1uAwFl{{vkst#WjNG9&la z?OvN*dM@HMhe3g)0-WjFk7s{(s{V!itLWCUF+EX6 z;BK@obBwa=Wmg4IIWB@K{nLJ+BY^C5qF92eEmx+bGP2U`_6W#S5Ln0tAIW=CK8jo` zS=<7Dg?aymn3Qr6S9tEbDCgJXguV}gz9>FbaQq?CpzEeFhaCTj;U;c3M-H2Ub*tj8 zV5UgY{qRCB*2P=0na^d$yPJ02$DY0=a3)v4ejxUE9l0`$jCcbIJS}=S$kr!_nrX~) z3b495v{0up`IYqPz={ET0RjF<17KJ<2|4-+Juq)qiMR`S^dEpA7srX}p2hi`j!fq$ z?h|}x#A$t0D86Jgua;$O?7yTy^8eb;|KEX~^TCugh7WdKlf&gO?Jo19?h2t@7ndkTo#Ujwhe_%K)%m47j1cjFU zxK)S@Vr0gNNC9V}-2%DlS40FUssWpcS?pWb_`h4k`WRhP2UR*+W&xJS7(?XA=cTdOw6)$H;7n|^^&w=0wEG*j;? zQQ9G5Y>Hf@13e!?^GoAtayp?U$FZ)px_{DqweK~xj~@nIqu8t==cP$&G!B_(+%4&= z;O6XF?;TKUuM4MN3Y_mF$4 zR7WavSw-=>8~jb~mQOArVt?vCpXK%6nz6Z6mK0zN)U{E~`PXN4H^gAW&4zXN8Lib6 z@opcXrv?-(agi2D*yDxgqVHrhrrHLvRH|}+S19=js<{m1>3|X!hNE9&EZigjD&D}$ zLe47PHJUNt`)BR9`%C%0yB@t2d1fa5m&$Mcdzkw7F!k?Y>fgiEzlW*+mxrk>q^?FG z@06=P<*)aKclpaC8)X_$G^fQZGvH+{0e_x*^0-8Re@5cMqe(K; z1cAg8tL{3pKK1sO2yGx&G$01P!uJ4ai;pBe>^hVY{cy8|y7=`2GKrDD8rOd^ggcR7 zQ2aJdRZr05w*OOx_Y1E?V|6i8P4KaoI_Ol8X=gPnkfX`cWRHf)s5Nja(CLhbr&bsv zgOc2$kORAFLjLw+ckN`vkYf|I7|gGkA=oKExO9{ks)@!CB%j_UHM8O#^9pXx#pbbdtTYoF66|`2b6Iw*RT$1pH0>4uH&zt+V${1U1(e{w?T3` zBcz^rZCo+03!~T0h7{4}!mkE8D^%Vy-;X)JIQk3s!i;x5-Js5xCcazH|FuunGF|8! z>>b~EE3rJm1-`c)CDmEx)|qu6Q|2?(RDNAhBe3-1BCP2ab9 z9CXs>3_P@wCI6yN|CeK46)#vOR#!Ahj%;z9d+o!ltNoEFR?1m)|0%JT2ZsV#tbl(< zq^)+D`q1LM^UCQ>N5j{banWR}99FSHE>TiVN2lW+;It(fz8vRNGz)oS&kFjKRi3)T zKjT0U0o~F_M`EIcZo}xyOg$g2(^n2ZmfNVbHInv@;v$zCE<7K%jNpzR@EXQd3to5$ z6B6K}wJdI<_{r&n>#;rS13qo(3izM2oXFi}IMQ#)xzg!l`GC*+MOF_njcrxG;f7ot zb z_?VYdsyZ4+dcG#va+#h!Y2&rU?aadJCtxfy*SBi!P)exqJ(c&pY5y->+B#BWek1l zn)C@Vc3XAvXX`p8-aNM#*-bmMckgQU)7#2^og>DA0@xT(fa^wtt~w|-o;W-+8S#EU zY25md&8e>$B9?`pGPpi&Wxp}a)u^jnL%g?_0(3l?(_&b*A8uH?F1q6x881atB-fo1 zBt;bn$qaT1HzO5iQ(I;w{t?h8+ zT(9kOKbhX`F8qBh5rdvvCpJI)UUmOodTz2oA6u!28vhNkk<0^SoD8J>M?v3{oAh|+ z^Wx5ff!hwr4Y~O@%o#qJ^TAO7268Ht9n04H*RWQGj8r#)n&=3;OkzOp9C@JZ$1kAxApKm8p2sc(3!EWMcYxx4tr8z0mW99R{axv)btrD%Z+~b)L?zy8-qX zuUBl8HC76LfM6oC7~spggWpKLxM*Y6TorrZs68QM$BS0yQ~u#kFWN^QpQyp_MEc7c z_j24O3#Lz8Omj*sdo}#f#uWG7z+}bB6?UTBpDuY#pYL)mu|j;*LHD)og^yl-2d?JL zP=Hu5jv;bN;Bp$}m1DkKz<2Yn35(kifJmM0etLuPZFy#SxkBQ+F{)SOBW6AUM9w9OK{Um5bncvV*~DjzDSA$5Ki-`Bceg{wEz*rLvG z#khj^y2$TgV8hLI`b8TB?<5Gz98qOVMl3YelngEOT4yxrK3H>xJC3m(FJCJo&`SH5p8%GZD3`2o@2Z3cf zflfB;OqR{@&TD}-$F8XqMR+hfaV?bAtNm9R?uBK1dzs4(fxUOsDpb}z`7kzgL7A?` z@A3`sBR0j_%9|>bwjKURqx*SiWq zf`brUy%CF@#=mrYocf&*r}ph3HKGY>HZ449v9JKtY?J3rPA6{qDW207T>EAC4m+!Y z6}~z7nxZ<`&#B*P`hNNYcZ{6L3dB|Gr~|$Q*YC^w+K(8(7wBVzC_e$pF*i-p${#V( z3-6_6h@R?n?LMo%vQ_*2X&L&&n19J19;Z5n13Febu_~pSO`0)I5D0`prc=8&Sv2dc zSjo-3MQY~)!g2jyr}s|=6^AIkWkOR0FEXB1jM(V(fuD`N>9zlkYv$S4H?STay%H4U z&@PKL`ea_bALbg}gY=WKgSl3Zc8>5gV&y0KInD1LgB3oA+OuC-i^Ylr65>{tyK-nz zq30^RzPXroVnM~6z)q$Cj(zg z9N5F!=0KS1)?A6#{E#Eb&p&R4w0>oo*|o>8?a1R&u~IcHaS!#r86hba?>xR&?h50! zkGkyGk8Epj6j8I;rUg_KzjWbsGJ{L-zYf&gm6HRAcu&+6*4)Evyy|zq7`E23bK8AO z9fE24^&BP&ApiB=wBqpL*_3%7V8ZAY1xTX+MRs1B44R*fSJd0UHCy(T^aW2=PrW|9 zVtvoSC;K)tMN9C`VvRt*@;Bp&v=>zc$M4A^hAH1C`Rc;wH64^-HCeaOeYSP*k$KQD zQAtLaWe`nW<;W`7jbwB(dfKXG#%LlM7l((9Z#a0rhvPvH@@yNQdw9Se#f|8(WCq$?f6}dQmk0mgpY6v3;9?Q9|w8$eE-nK z;>fkP+Mi6RTPBz`-V_Y(k|yDVnQ%EibG=<0*rVf5aLD@DJiJHTq2W!(dB#rWX|rK- z!huTf=i*m--6Zz83i68#g8S(IVeiZ1q5QkQFA)hTWnU&yDqBKH7?Lf?QV21X$`&en zO)e_QzEl*2k|@h$Uo**GA?sMeSh6oO)?v2iQr|MF?|nbN=l6S_`?+7Q`;U3OxYo~g zKFc}pbI#{|G7eUwH|K0E-sq8w)AUXCOuDb|_@RVkZ?l88If6JQtO|Q|%CvudFNu?A=0OG22$s$qHZNj| zYpxQ^liYKGJ@%eiQ%0%YtdDsB_R9z`;8YFZkl7CpvHx>3b@> znw@ej%uvtXoW8uktW+DR#d0lWmJ<45w6KS84lvdop6n+X(>@IJvR!^h-mj8FM|9CZ9>R%JHm=8U z4|uuI#a<|eo+wEW~i+VL|$1BNOIzm ztE36L{U=6oQOlMbU52q$d^v|q{WVU-@jL-pqoqcDy^DhNEigNZ^h z9l^Xqb%NOG$*nd@=uPr2JIOK3Qm*4EpSa%$Z+Eh-6^<5NhtJ+Ey6)OlRhXLT%zFGH zMK`|!B=X9KktL$g?i2~I>==a)DM|=Kkq)$y#8P{DJiQ0IbmiEbcDMrq8KZR7%9S9z zmjkKqFyMTzbPxXN18HYxlzo2Z9mCp?k?4~puhWBrecBZUvC4LDlp^t6!M~MbJLl!4c2&ZrR_z{~C8gW?`72Mgv|k%VHlrIehptANdf$3orc+ z_$CA+fji|^m{~BceFoB z$v6?=Kwn{Wrg~!s&)tUX4IjDp@1LJ#l!=?8o7dx9!r&|@8xP|K25c%O+55Z$`YbK< z-(svzh2FU9Q*n2y+W9jwRg=#@r&PbxZ$sOr z{3j~?KM;FG2F@ z*9|nr>c6>h4HzD*l=z@coULgA2WB8s6!!HSx7TVV(>9uN6qu?nG zu4!9SH~jkr0(WRPri`!QMf+Y8hPLR~8t?6AI@%)M*J$^f(6!N2HZi7!A{%M8kI1h{ zIQ=fI+O>G%!!Pi{e5G60Q~`^iEvyZ7#wzof`I-t~e-Xn4zy}Yqldn3joTb47RzK`q zYBRazZS={5Tz5}zIju9}(@|S}y>WIverX|$LQFJ*5Nay>^7yyyH%eq1%1uZhr6WJi zuVAI4 z`mFRO^?v8h=65C-5t-9zlgpMPvo*0)2ME#%wCcQz+-YhIBu4pk+j|f`bOI~P%8tgq0gUkn9D-Tt+b|h z#*quQAOpQ&RJjfS4{z3&Ps4xdDhxdRNKx_0{;VgrHjJpDUQz_SKcI6^)l0non+ul)>t z6ad$CKJa*cI6<_bdNdu`)xbe;>O8++WNVKKd*Z%az?&BpTB=0(1mi~ANFM3z>Q{;7 z>p*1heEG~yI^O0=4c$f4_eF1*rfTk0T=3D7C)=C8rvf-5HjV}pazu%R*R{Z=(XFHT z1{`$a!f)@cQ=4!Pf5a2T= zwEybJ6|L>2^OFJr5)Kl_1qIfVJ*SW@k7y>nW`obFy%-dD1NGmCPPFx)~L7Wa4CS$=XK|0x2J4CNyq37-suiASNp2CUe zu0nS-^iNL^U#le}^&0uA_?zCh&4`&zN*$Qr^5HSRzfnl;yTObNsPVW`J#sJbRdYG$dd-n#SNjMnaAqs zZ-@&EaE<32*3?b}OR!<~BOgDREBW2iQ4ox^#b-(iDr@eR@XEo68$hx}jM`kkW+S zthDF(`@DtC_PacHsND%XT+=jasCCg$>hobbL;?(_tvhZavBmwqq(`psKC{XBb>e#9Z7rH+tA@Rh{QUh<>8YpmmFe? z3x({GT%sd&m@i#Yt`&{6rS~W+-H5lTfN$ya)GgyPuF6eA9B6k;4=>JtrTp;JwNDj$ zLv`q5$eg%p636|8TWxZLX{1`(h&e+RYpk7EO#cOy&~pLLAzgRDp1c7P*cIfuCT|`R zMM#xg+8vl|vm9j$9Ytz4d@h!5b!FZrF2II?^DaoWkr#)b(_4otoPt z=e*UA;a(bwZ%^pq^J5ApRpOOz=##dJ_w|NS_`E-t%6wJ=6RZf{WTfJth8Ii48J3UW zV-{A$<^7TD>E1()s<1n~IsT-r(+hVA@%V-+D>yE<^ik)DLL`Q(%ArxfZ)3_*v|ZUi zlJ^NhVtG;69VNX~g8u1^(sQ~WgZO!8=9DJt%t#E^NV3d~O|C54tTk!0NZW@Mp;xbi7)3<0+cNL0m{A z9<{(WHhM^%9uuI8D-l+@v5|d5I2<7a)|I5PS!eU8)slr(5L5JEm=hw<}GZc})ef3g3smqf_Np5kelqqbi*_ zI|w3ul!sE8X}w#&mUA(3df9lK=iH*zb7}jgA@s4FFoI}&B{6;f;SifDMM=NejN@C< zE5?%F?7w{C=9L%Mx3-m*LfvhN6lf;Fa3`Dt^P{liRtE~AFQlnlXr2_6(c+nU_SH-f zU2?!?Dv+$0z&_Zp;6sk`mh!Ia49P`T@bkQAMztqpBwZMCIMl6qjOn7LR`p@aQxTDL zKuj@lFQu_ZlpISDYbQi~=r>b3d{gwwxXIpY(Fa~&-<+(D<9zyrA z)8*;sp`JTWm}n;%)RecsVlW**kvNGI)p*DT9Up*H|7S^u2?Rk56Dn2WLfq@AVzGoA zf6J=>qUI(?z0n(K5+gkiNqhiB5MLzus>*ZdE#DKbwDM8t{ku6y_P<=N}|Na>jN= zTud7sRqSfWkqO8U_GC#>axxBoD7O8;CiY{K-Y^myVF3SOVZZ<<<~J|RQ8JUQeoc+>@?uaip=MDyK*#S>PMVnoUoq1HI9a~+=;|__-1AE)IV;2R- zm)o1=>JDl&PtH9RY7*z?KYIGvEr!$21Lb*)j~Z~E+T_D(z%+XiGHl8YpdEJiuyh~~ zUh)&wlzDorrIe0gE*wQsMl^N*XZz}Zd;4k@rMB6=e8HTcv?E_r4NInHC}oCq;QC8_ zen5i1p|SXBzF%8DUi1hrRAlYTdZ){IeF3akp=|m$UOO`hhEGLzX|F!|Hp#hb*ODz8tUh<(EBlId9*W3maE~4ow=< zDpE-(iZwmZ%q%&u(J)JWj%O(UHBD9%qjGTPo9sIpPQkw1kQ8`Qt$w!I&4H#&s4Wfh z$$8}_pS`Y!!S&0RsIq#mUkCvIjIUx^zP9pJom1M78Bxm~d1x;6YD1crLtdxSS?l3f z&~=Pwz+$on!k=se7Qr6^m;Q*Kn54a=UOG9lzS;4{C5N&8#9ndmYpTBff zPU$;aD!cna8Ehnq%be({d7ztV%asB@yY0sv-+BHl^(k9<+g0P7+gmuhtGdZ9mij*% zYF)mjp6TC#+2)Hatzt9VH5qLrqpJ7|(qV8jDiCi=1*VH=Inir=-1HigZC_P?RkCRB zw#(s5+pS|p*3hN<$V%>N^-J4v*z?1kGaQ7PYEJ7PP0navP4c1@ocn#Lmqkcj=XFZf z?#!3B&I+}*m}vSzk4%AM5zAW==zos))uye4^FvH5^>UU>`WdwA_p4tB)v_-YYr6t( zT=~S&&R@vYc~$;yes$}$YH#svr1*a|It30UvLzS_#wTULn7e@HNGIQk@|B_x=6Xi1BuIM^n`A!XHRp~`oa zm(~6v-I-9;L3*RVAS_62`IU2G*-T23r&HTcw1$B-UvNG2Iy-1ismOXC@sS@%3!6Md z1%|7fYYfTBa1xC5?>=%vXX>9Wc^@bBU*-oU^obLNvdyhF)(ATX;eRW(N)q z?xwfOk^%>1Y$${AAAUZ@#1+$&m*lu7C!EuiPMi18+_C|ap~eO9$2)&sXu$aPcQST# zJ{9R)((khQRQxsvEv6JIpcfqokjei)doC`Zu`djjz+6m_Wfeo-vW0X3 zkyV^jmT{ZH?7z2~c&c5*E&5o?shjTNps)!Vn{wTy!@K4FnJiAeyCKQ-&=A^;*e?)P zwI99_QW4mv*IUdFPF}@UKIvChlV>@;EEnanjnu75vZY_X@zYuSYgiDG^zcuv3|so8 z1)K*dq*IIxT7V<1sEIaoFp3GR>3$Ak=JP2b=9D^H02Kti_Zc{2gWe2wH^b+K9T2vr zl~e#{fL@aAy$7EfjbC=jO<@1pgU;%uqXIP{eZ52`b8zG#YT($fhY~hr1TJweuWt@J@5}VG@t9qS=Nveb(p&B|pRp*hW$iJz$M$Kz2N8o6 zy941DZ9I_^chJubv3XL#I=MsNm3!>GCOsZyRYDF$+l9!MD<%iKIRm|RothyI@{?aM z&TN^1J>9I4@Mwv^Vf$O|ucMR!u|QzyIXX?heVn4_(HBqlbwo#?2B&^GlED7>H;)pi z(zA&QL=+#T0;q9kGG8v4;kO7dv{btXPys|+@3OotJyHJKASi6$CKQ*)t;1C% z4@h$(cEu)+ZkDfXt$5rSk!%HsMtT|pQKA6zcGKA|q9*iMEs7NKc$@T`zTd%SPwDrE zWZpaCVjjNVq*Uv~XuhNS$Wc>UY_?kh`-pCZl?*QI&US7q35C+dKCqJ2dP+ffZ zz_g)fCpiy(5wX#k(oBd*sy~@~TPMY4bm3^UJSn@9JwWMP>V&V<{9B`m;fqF_ zry)0@ZWD#Qn@dGIU3>3d?_?TrO6U6|uvpg+C8Nqg!JxO0_TXI>0`dM8aQZKAdje9G zALm7B_i$ZZ|73IKZtT9L#>{Yqp;Fw+0ssxONjx{DtPQ@bc#M=m@P&?6_Oc)?L9D*u z=&&xv6)iq_pi29z%u=I7?QBK8|L!qQ>tHN)&~z+}!~vsdIp0GsY=R`)*kr)e*^4_V zY2_%pVA$rkBRrv1o=vgi9cAZMX8ckGdmp0ipw)U%qZelkSueOx3x{382-;~L*3C7A zn5R+~=3m5f9-w9r%(kWhF~L zV1*Q?2W^}}KNR1^ZyK*oj`rT!(}j+jPCR2V2)d7N-bYf8K-5lxC*k>MXymbm;J1FP z_pY;RZk~K&Ggk*nw9t`dDRp2DeBvt>)j{kVzAG<%@A{_ro7T@xv!r@C_vr{1dKwRD z8FjFVUSefek6D-|IKVn$DS@Cr8fVQ!1vn8O$f$DXd--i|dOAEUj0^G$G$Qv{XFhFg ztTKLhYqJ{D_RtNls6d|y@&shjsY8Rl>}K^hV)d2=l6=@i9Tm`km-iB6Zc~9k)K~6` z+KaFN`O|aNW)f{vS6PHV$emYz^GZ;Sr_vRUOH~mAKR-(Yv84l4;9eqy)23p2d7FF~ ziTle613MAYqzuuecBOQlab=IFo8J2zNcodR zNz0yoZ85s3*2T7}>FDl3AJvanKbx$vD1UPO(KPhcO^Lj*bUV?ricj9~VCVj(rEJ%K z@}~bdX`^>j+}>m+R)_A?)qHxfAFMAwUiafNz@bgUp9DgtWNG{|+s`MajUOI0n!;DU z2)29>4t&6R{LPD5J;6b*0!VFhLaO8;1`}U-b2t9M?9C{>syfY2$X*cDR1{A$8viu9 z7*{vHoGFdHDWRiap(ENYoBx4{cj9K{8k>EL7DT=NIl@w{#%LOAHKgsu=HUf?J!=Y_WA2zeG4inN0w*qnSUz}m?rCz$ za?7`rdAeU{{Qi>*O1plSPZPw^x2+^y`lc&(pWi9vI4xH=Nbk2#v0>wV3MO_BY$}G7 zPEa3sRmzJr!X;PmTm$=HEtAfITBd<}=px`)yF!qU5(7H2-&%wTK+7wnhfnI{5l}2BKDWaMo>R=N(01nMHK#FzW`OO3hj;Pk@BYjfaBY08bg8j)hbMQ1_pVkY!9KEkgHc<~QLWP4 zyoVPf+qI9SL|-~0v)9|m+j-*BfJRqgs{51XMGXyu()sU$%*xg#2!bego5LKdeMXHm4nS)D={PJAjX7fiU7rL(i^dG$8K-P!{hJjTXn002w(4z+E?2p;Sz z-2=8~rh%gZ52qgXfjLxw6zfqbP2`dfBa1}(z$1z%nQ&{=l6>!7aAAEOMH7Ah*CReE zHc*RF!P=bDV0)!CWK1v0lZb25W#_j3Aq8M9Y))XGXj>WjwbBG}(+Y7icVG4GQvUW2 z)2%n1l)U8q$oRW=Z6CHP|D8xSN_e6>G`IZ3hFt6%a6M&IuX$Gt_P zv}1Ll?yoM#+ml_PrlIW?=?w^o*VsowlIGBC*x=@1LaKo$d7q;+2#Gf%+3~%Q=@aDk z*of`$ag4;yqA301ZR^}PYQQf?EN~DsMqsPoQ2~Dh9ZA@+59Z%_%Eb2Gt+8?2g9q>L z#eP(Z_j(+v&D&Y{-lu?bJg3DiLj4(Q8XbecE%vJ?AVl9x*$6=ovDZQwX@Ce2rXq;0jK3|kpWwmRn=^j> zGOml8`24FWl7Yx`iP?5xG z`Ii_wsRfxer%M}zs#)AKQCpUGGhTWMjpSzXvmEDpunm*mn;p3AV1Y_pA=?ZOlNQaL zCMtK(V`{suT82jxtkvso@M>qBO6;ZZS{^$a%j zp>uTC(c#iz=o!mW5h~DL3k}2zxnyt53^P$Ru^K>Jm0#_Wqt`2EhR*H@>`JAXi%+0qX+bg^p|V9*ex2yo}B9ny}G ztgP>KFc5RD(bNOQjLFZ&is4u!@1#X#6IP@O|w^2TVZ1UoldfwRLPRH9c&)Syb zY(s9!A_8DI-S|#jjV4DFXoKSENq-S-DtY6XuB@Mq=mR?WnEO6FZ)Qbc6=v0z36w5q zt>iSHS!g(s6GH_I;tpFlxbD}LNaK*x;Fb8)4$!s40NIET7|wKhX&n+;+)yDFR6sQs zh3VZy2vfzohdB02v)CV4&WrZsDRXn!QOEl1^t0U~$KJ4Rs8QDNRs+{!H6OSv{5N=o z8pQmL!~PHV3$FeBY0n*~@rPPiKFaie$hQ<YgBbArev;!dzO z6$vd+nTN|)5;pIa-cDFY%eJ0Tw1#_qQxUXavi^)h%|}oHnQ5Xs73dhZ`sNVXFBkvz z2BZktzg1XW{o7|FP2#2Tr8T?av}meHl1AlRGY=4xPJB1xlc%Zu!0+TlP0t zWAHn-`Oa@;a#uq@S!=35asJ#c??%I1`eS$eUzwL}Z&!)O|Jqc~1;bMTkg~jD@Y4Jv z_w6*3FfDoLpzzv#WZ&!duI>$^&BvSrXv@!@p=AXH+-OL>jV)-4CaueolU`a6nHuY$ zsTAVSMjK7}CaC>x4NL2xPoRU&``L%y%F12)zYo_+&jzjG=)ACI7Zv(+U3w$8a{2zkCfqGC^a*z=G_dh+6|Rx1jp~9d#5mMeptR?X_RTO1rp$e%NY3Z z3)p?b>@!p#F5FvBm0`7B#@7K$Q=*Z9ko3WiXPyWa)Y(pazj!TkHvjjhwLaZHhVC>e z>ybX_Fu7g8y7U`k?g5AR*(Ubdl#UFrK^wjc5)p+DwC!C|(1)zJ1-Wr>*-{>KCjRw^ zmEH5uYS))gD(3Y_k_s?u=00(4=(<=3cvJphx{J>={E5r$Td%MGgZYknKK?728vydR z{?5{d8f5&<%s)jpe(G;Z;&Bpg6K{IIk7-z_PsR6QTZ4MbyoZL(nj{Ch<&5(8TUtC1 zE;{t_m=Bl9&Z<-4@%b$VOn4)8&GthkC+D^Y66yP@CkKf7B-t!IX+6AaOy!+poZDLy zEhc?E=`P-1d`I`ra2GJyg!ZEBr&PkT8>(4Ga~n84Z%pug!A`fh7OK=<8KeT+eANOW zGt6GQqu55kw0wD(#Idzpwn2p8&~N$mfoNoa$IEKhckZnC20-k~?qvg}kESr3F?*-e zjjOCC%j=7M!(=2bO5LovaTh^yFLfb=5YKxzf!ij(zQH3xQ5ttT*c>iqy=Od0lFIui zG{11Iby)-&zzkq`sWWA-&+Qy@DIJnI&U!|Ej>!j(je=)m{HD&A;%`o+_Agmiohx|k z=y*DmDA{_E#QNfTAh6_5VP+BVuLL=Eb-LdS(zk3MP`O;qJC8~MfARBs-y*1&S#2SJ z&&vAZ8EhAdgdRFBN~ZOnwq`2coNzJB{gCL4j{Hz>4%0hnChtZHV-RHVg-T0Lys317N8aTSy&}V;5`S;Ecs>Y7j|!KJB_2l>_2^OFB8~s=2qo-gM>_g73<=& zn|^5}UUw@N(hSwNy?58*^N;4(ArJOXOIX(OMdlR++ir={p9*MIe(bC{LlN?__| z5BBEv%&4xStZUubIG=tf;BLPJ2R-ZltT%f{-t|57WpLvp`;T`r`u9H-nlA4VeRKO% zv-E(>8H+PjS>=0$UXQ%HrINdpjNeLOHpIaz7H7s(7~68CnI4CFe@b#r-%75G<_N1g zue=^WK1>A5EWD*V+a>shZ|CS889gQabn6+5yW4LL9hqT`OJ-nK6@RB9>D|?vgPMfF zNa7=+dWTQ6owfik*dCY>@A2|qCw9K6Vb=sU;cR-h-p#s~VA*!kLC!X^b-!bGYiZw% zT2eLrQDIL;0xEC^9e95ho_DY677p_vjla&IQv?qRohqasBJ7d z2x_6D27!x z_~su_;k`X6v=i4-ezN&F0)54h_fkH>OGGqfYV3CK5c&}_Hm=P}(kapQl3$>r!rl)b zt{D3cZuZ=cSx80*AU()_ly#&VExYhsxygD7gusEvZjyW2m@he-4P5kmp^|peOTZax zz%-Ct1`_tLSA%!F`Eqe?qys8aO=+Cx^Ay9wE!8%%rE)ZE%@{On{$zSqfeF|+RpPv| z8;3C4&%!LBB$8++#BH}NEa$~F%P+$7>at$yl=WLpKbt}pzaZO`x*1ZxFtAtYMa(g6 z!d#D(flaS-pVc@nmBQ?YV|r(Php!>%z(d%YOtq1R=d&h#QfET@HO_I0an-pRJ>@^yv4K4|m?tqkt zB7|SHbP&%$NDrKc-|o#ZNqsg(5ie+&Geg2JlH)JOC`Gm5Z$3U8zU{a6Z%|g-Mn^j5309ad-kFa@Z1J=6{m%&yUguG>Qu#%uaZ ziMV7EC(}X#?rWf#z0pXIsBINPXGjpUw!k&Vo%u{-n))t?RFDgeecGGtQK?G|u@{sA zneC%_ZDKWC^81%mS_;Q%@&kvW0#+ zed5Z^dn)tGytr7b)_Z5)PK!|ltI{FoLUO?XG>vXC@g@{k= zq-`vHQt7zrh5PtjN%F-~_Xl`;%`)SeF5DfQDm*jy<$hF6z3Sc*2RBmUQ$MLlAo&T- zcyu{iA1vUyocY_klX$M3yYlbz%nCo;;Ms*?Vz}~dWwX_3Z>AM$St?)?&!OLsxEm8_ zUVA-=vpWYLke-ovlRQ6Qi{KstTg8j9ieg*MIWhD>HrzacA~XqleY;j@IJZ z>={y0JC9R=cQTWRON1Z_voJ1h29$l@Bj4s)P+O~;GC3_Xkz}%t2_xU=$xUI_#YvZA z@b*Ic+vc4)H{63?x}_$K*OD!_qM!lCcwny}w^ZRc)!GAqU4 zVjP3V_Dz6(68yg{W;7LmRzP2%7$yQ0gB=dN%(vb;|d?{JPY zbxZI1!6)oBm`;!hecrjF3;XnoIr=X0fV||Tb*$I#zNP|~3pA}lc+Tz!KzD}9J0lI& zqub-v+DNiQNhG`xsbPH}Hbu=wR>%1&zs6o>r;8B>MF34h-!efqq~OYyWC(1Dy@#L{ zp%p#HVor`mJ*EOsCv}+i4Nt1sC3Fyo2CWiX%NwrlENtF&Ye&`K_N!t~8Q%GR4L-Yx zY)ijXM-E314pVr+cJ~Gq-0YJ$`r=RSZ(+Y6`)7>hMR;DW|j^ z#z>KH(No!);^TLjdeG|sAqM`xx&>2f;z>*yIjWSM=fxc{lJGL)m)lQ3oAO}HXa1i^ z>`Z776%f(7=beXMmS`)jbD>;UTav%Fd}Iubix_`?@SZkX-i%rqxua?~J^FWCMZa2c z?HbVyF^O~zs-IEBPIeV94duB1buqnFV9j4QBwi|{0?OM-F~7!HElsNU;a`0%#|i~hDHw87pk zm4!E?yu!L#SgpaT)k&_6l-nh$@UEIomH(89=3j07A?#mDte6^eABc0PI9=G`b7j-v zwjW;xK-hkD-)Q3xF_?8eAA8>I{Ta{MgLV}dR{EB#_Zx`j`?-^J^~PqYRC1CNZ~v^j zN)ugI=+d9RPJVnxIRy?O++KY$V@S*}Y3}xneSMDQsqP*x{moZCqPJt8T>Vy%<;Te% zLxEn1hA(h_7%v4W0_F!;B`c41j2M$sHx;NadivKrE5&$z8$w!Cz!X9u2o7*%BaCdo)h`eQ#N+uub--jT*hypTxMi~dk!bR zT?s`0){(!4QmbAUr8Iv%$i5{k*pEqBE8Ug>vk&gIGQTqa&`ImpWT6(`NNV-&x+Llu ze5dpiy>IoQbU~UX{tTq9j)Tat=L*Qhdtvf2Ik2}~-^;rEXc^5gU-i)ZCGgZk7-LFH zFn3VhO#P-!-Gvla=uX4Rp$#p^)sV>c(RlmFpM?JZ38Vgt({29SzyIVQ{f9^PKRmMk zY986ozj(wK^|Ui2H|xuKMOyEi(Go1^&jB+Bs6c#d7;%XTw0%!W6M`=-6;J_mJlP(; z=IlD@CAO7eWV!@dTlmowH=VPyLv+?Bi@{IVu5TSRhqvRYKto+MnFOi7U&>6|UN ziE5Z(pQ9xN$#NpXMt0K^+W%Yt1?k;za%c5B>ATTeX0kkOG|$Z)FysRkHvZK!|F%Dh z8x_E&!e_1(*^q7(uvn6mI%9SA+_v$&>m2t@iQ#T^Y(_I`E6A+fDod7>|`QlmvQ3q%x!U z2>aS0O&j)12WifwMmNc|fLq2hd56}?I@Tb!KB^rYh`0YbAh?!Fc^vS1?+90JEk;zPgf&x#oI48g;kkNoJidW5O*`1BQ@A!LozbydQi^prl|?w`n)2e(%DqToS#>I1x!q@_0!t@+MNkdiyTYt$z2;;46sjSP!1xYFq9R z&GoCR7`V3Q-F@JKdw&}EYp2nqywc3L?3}0aQgVbO*-w7?S5Q9tDz3=s=HxV#4iaK8QX3FmM-nyJk$rv?@%9X&JJNzrUIP9}4_e43{o1@;3XP zzRWDk3_|p*yK<@)?et!o5=+z3_U88L0;2k|P7k?XeB(BsOM$?0c1v#(zI_Cr%hmtm}u} zLTt`qxiGu4g`}Knu>)F{UgkUmNIIxfFLn5I`8D?XYccFoy2Wl_OHVLCjdL$3we>;j z;^OpO)6aq*xdI$)!JceH_C6AyEaD?r5zl;vz|;>5AhCJgJyZgJ)nhloex~zNqc_|G zb)Dji#zuP|2&#zBK0-K)Ue>xZulw=Ho!PHv-V|#tb3J~ycv2OXnDaM*`G1!mC#eA} zJ2qe7=G<9b!4>|rw}Z>vEm5c|q^Mr2Z)ji~(aZ+!h|dWNc}@tyPgj@9=7IY$hOJYj z^&R!&o=+;7N!A((?9FI`2v?X~j}jpo_4<;y@`3jqv5gs*B3it6Y+W*)V@8C-aawRD zy(H2$d~}FS&__i|US4A+%v*c|H>+}f{rEg18u8y};`^7oTmQp&_aDZ)|7VPMP2`fd zjijT|T(|Vxp5#0_x!}rwLUDd52c4;;PX*LjK&%`%V7^RKs-%VrocD~U+~uMI?;v4S zg-z%~aR2lBUIH78fU(p7yhzvK_d;JuSX-Xk9-;$gCyOY{#57SV@NhD#Bo**!qyixh zmC$EE(i?|5LJ^a&NsG9(0$Qv0ab~gwWG}DO*&P3`)!F>E7u+1grl47e zaO{(2X%3&uzS>dba`IXewj=NA#oH9{QWj&kxC?q;xe+)8$3BE{ir~;yg3f(@BwxuA zy9=WEwNxOwTR|x>vDsC6k4n-h(-D6Xr$6>Z@8;5V9VDH`$&$&Fee;b4(Y7B24@^jS zDA3=}Y}>>BJT->mLRvpy>D*Tx;;Jv?>7*}y^0QN4iBEiy)h@PNf46fpZ>E?bsPoY9 z%)xSf*a(7Ci7tV36xTJ~oJ-W6O62{hc?OBkgNGhu4H^01Q1~x*(fzmFdywT|j|hw) z@e-H^*ag#W9qzgzmY+F%|Aq(g(FVa2m@C7u_b)Ir`Un&iz!`^y2Bmu@Y7$tUH56e~ zyI$EB>od+=*wG_0Eg*4bLB)0|7w<7)h%<5ygXMVKAqmUpcgo%1_iL5E9GsAubxtIe zc&tl!xn?*0vNbuRl(!BSws3&}VpD6_-jc3gv$7IlRqRG&TOJFcG|45wu?nLIy~cmN z%Jwv!)PP2J9o~gf$+n_;W=-)Chz|50j;g{s{U?$V34w@?8+{Dn4(Y7UeQXS`Z$9O> zkKJ%(|A`Zdm);WBOu(;*KR8GSLE0td%+TYc@hpeV3K@r8d!Fy}iuBrm{PawG=DuI2 z!a(}n4>t7@=(eT6DL63|jsn9O4T_1Q z`Q3*Fz3N=!X?yO)8dK#O{2%tJ5cqP0vLixF#vxs3*A=kw^I&K)>iVxbc!VaI{I}`w zx@V+ERQFJ)-p!{+WW*P2t27mD@EkoIiQ{P#l?(YDpB>)~2haXy z!St@FToSSN?4>bt_`Sr?tJ}E!0a;fh#38D zMK2#879B*18|iea)u_j_&$V_QcDvMgL$zN7Q`VblFW*Kq*-S_i&yDuxu;1y&nFc$V zu-{YM2AmP!jP5kp#XV`rK0P=4z}5K?GTjd#ulpCn*Z=eEDQ0pa}R-Tm+YQ-h3^{bN%ClxjLARUvgo=gFZv< zdC@294VcfX0+H)MX+-Yuq;k4YoW0s6NlW6vUZJ!Si$?eF%6{KQt)od zb5uFy6}%hvA>|Jt1RxTE4Xhzr6u1O@{29dfsAQ2Kqx-a+gHDuAW}H&>wgn*YAXmDe~QR-@i~zIooiAsN;X7}>IcjMVwINsfkc zZw;?r#u}xpNRzhoI-O=8m;oKF`yqFHjhg)?E5)_xNM`20Fy*nVbnV*Eb{4I3V#RUu zL%%`tSanVOi2VQbKtN|#W8UArI^VQZ3%TWOlPkeVl0)H5R_)!T*od%nNFScFL(G;_ z0U>AnS`vQvn;g^<^u(}(kYVMQ1U9gfywFwON{%Uu=_|g-8JX*IMv`~Iw;{xDz_L2>XLg`Z ziQ^%axuGkq4E~M^@DpxY$eMWuO&%`|alaue*-g=YT4&}945y_RYe>g%$$=y-EVyNqB87{3CiO7Q?pj(KW?vpA z1XD1f#>=o-eVrNuhd43lqN!0D9mCn%p94vI$i;AMOtuoHmj`~SP8xhSK+v zxdVgHTk|hqmvAG%^ckKxJlWU>?_@fWhw})zc>4(9_Bua@Ywl{V90fi)6cdO!hrTFg ze68>Oyq6+jjB+jhJaQqYIOqQM;A&ALO>kY>i<@ewHgrcUW#f&0b`~ugY;PwcuUog& zzD%w3cLx#g6MdYlu_u^3c$;!YuLCJYnRkp|>vC3;kV8CGGbU$5=KqRT@U`k{{hbvf4wW{TMP`gZr^%Hqspf)nHD3 zMG)Md!W{H5EWnLr(dg`(940ooM^*Y4j^CQ}*|%R4>Ww<$9;6{T1!*25c59L?BgkP# zh_2aF_6~{g88s!Z$cV)qCky5en@Yf6vv&|7+u|zmpywubdZbd;Ov_~C!h!+c*fN%t z*X9bNzUAwEDGCOMY8Z#h^ly7_BrxL!ju9?m4_j}FeJLz0f~|8oJS#D~kKQ#>NdN4< z*XvT~TT}jpDHt?ACH{rvhr;B?Dw4%d==&tyK(05B*jq68$B1^=Bs#79nRhK>+q4t^ z`H#;V?AeK?7ad!?CAV{uybYKZ8i{*G4$v=H5!4p$!LK7>30zCDubTVB-rks|U8MR- zH`p1CAl8@AJ*&TaNN$>a)MO(0bGsNWni+CMJifcln*O#qeDxYzns7$V>I!XO zXN4in8m-SqBRk7Q%A;J3P7IA{wWZO#IyH|bZnWa5TNTq`ohDb} zQ`V14`oh$KBTaAMSHJaJ z^RFBF_k(|LMvdz<54_Fx+wuO`nSEcrU@v&2!&Zg(Ywgz64!5y4KN0UNAjxW>do0lV zl9JF{J*f4x;iQOdrwSV9@H6Ot`tYsi)?+0F8PXT)67o%?z2=lT7P z_kEA!{=?Bsb6wx%JU{35UCz_?E`#yJT~3h>DS{QU>$Kid;u`T0f}Neb$msPG7-##> z$Dg#7v5nsocd*{`X<5j`L^RVz;;LHQ6-g506SY2%UwsQoug+GA>&&Cobe4)uYhw<68fV$IzXf|(L5c(wh~zE9 zAAHbzcG||(Wn}J5#LgZ)@5{0GLzkU1K@jKudFBFoJ5dj>H`4kA<#o}prc{Be z9*>r^SRu7WHsu67l$d7No>6>~VPcedXw3*?mwY9B$CEo)-KFt@4?#Eq+vSO0O@f|a zy0Ca&U|mLAh>Dic%!6}8&f)y1*{#HlU}(ir07fx?`k%D!mA()W`{yRm|1|nfqyIGe zPow`d`cI>Ov(fA{*s7+vq!4X2{kSVgJN~%gM`irogEnR44Y?Hzgb;ZNKE0C4#1r8~ zS{z~08(;Kq@>iO9o!0Xuxkaa~M@{OgXr;bN4k)ZP(EtoHN0@WGuat$1f`s~?Qf2+nG_{~d$`=R+H$mDXC)a;%S zH{z<^G{gHYVu6n&{7&5H%zXGb?V&isD}xh{S#I0EII^F|3(YQBC3d=TVvUE0a{2?} z>`;+?Yir5JO3^H(!-_h0zCl%#Fy@ zvCIm$v?{Tahb>lOEj?FzzDF%bTjbK&j1(4fOmYTBY^fLK_rT-w=I%($sT=reGMKRs z*V9#85zKEVCpPy(t-QjjnpG=lAhq{^&4maS6-T#M;yvMa%w>0|3N>lZuekod@JBZj z0$6V{`i7r}5c+JSCfpChX+62u+H1@t%jC+?__}5E-``;)QMVLWqDslRA+~kunMxe{ zvQw+{gr?!sw(4LI*LY|TNaHyez7#14Ph-2%ZnU`Pc8!?%eQxu*YH01oE6A*QP3Aso z*3zZ~-FeT5S#T6P#Y-yXOb~pjzneF`|!3a@(Cr(w9PaiuEmGZGyv zvix-^^_XXnr4@FJITJi(t^C{{>PO5^%ef`xy7i^0HM>j> z+n-=wK0c(#w|}WY)1@GD24bmT5tXaaeD3>wOgn6i=(f|>%jo<6s+9m_n!!$ih6@b- zaoG~YZ_OZF@R=76z;S29;a_ilEKk$4F z^PVF?^N3!W&&!dwKbyoZC-#pSHdoy35fFRbIU4NUl8!~l=E@92Qp7MMY0U?&rra2P z_u|;=2`!*4vs_WbC``&+Vt z!a8S-LvJr%@48%jqHu0C-W@aPO?WuI&U4m5%*R=nM>%zMWkizZ$yfX&2*kTQGc?Df)=?bBBE4*6LIFty>t{WPYSg zi_{D$!WO82^{rQY2P;Oj{oZTIW#Y#4GI5h`HFm=HZ=-)yMO{;jW*+$JYw9Qz|FWo{ zHh+75_xh{rRjfUJy9+OI1Q*J)?TnmEfriAY{XS{C8WmRHH;k^WaZ1DQADN8X5#{>b zIYKo&@7WijrbNIP`I1g*U}w-c@v8L1&MreLRi(Op4U zv$R{Oy##PDb=&mK%5d|>+4Dz2r{xisb2Kmn*|34cf z|3|j?Auz@*< zg438UMm`w4n!JjKRJRY4mbjpM@HY9OfZcxIR=|g`BP!Ty64M(yhnkAtp8r%Fk3Wzb z@~yaJFHfE?Q zC;Mg`OUY`8@Ud0K}bi4P93Ld7P+kb^9Le4>c;g<^wJfHagICoW} zR+0N^8LByq7iOMd_uM4^6gRChmMHh@aXv4UcfT^jvz=^on0W8WN+xs<`TU-Dzm6Q@ z1Ro&DOR4A;PaH_lPS%;mV&siNgr{nHf?={a4K-FZcph<>uW^A~WPkTL{m>L1=7Ia9 zUeKg+Pgxj6={p9z2q!OGIe)`&WWQ)I&B1-p4Hy3(=_gkz1Tlm;mEzy15=4!_@SG8+ z`#?u=U@~hS0lHGs`ye)yq0CJlw>mI0=22yu$;?MnfWyvDK4n*h4oW%$-RBPteoRLQ zWk9w6BrP(%`-KIj2G}!y%bq3<6K{x~q4O>_qrK7&as6Zf*Hk`i*^h_W$WaXd$Z^`N zHWaFQ$tMB!gFq%zRPZbbI&B962prLQksy>IZ9=u$16u9SBh&u3Dc_q2?e)7-48NA& zH9hyzG^o%!a3W!HP;6!zL!3k5bT}uqtei{}mTh(2t$3=e^lCk^s*VJaEB|(%q$jqS zksve+3Fn4{)GZ1nriJpQaD6e$7(V(~?p~2Rab+e{+ z`RCmdqAEbhf0p+R)^TdqNlmih@?Iv9EofO#dK79xbP_YvX!K(gMVLgFgi~9OLAatJq$y(308n;HRPhaEss^#!wICBTCTLr+oXipCchss44q|<-xnBIaOdSR2+uZ4PL zSA1N>{KfevVodGTpAGclzZ8EWL6v83ukRg>E8AW1m;_l5PM=e$m-JASsl%Ik8$WL_6OfV8w@=t6bM`yt zqTjau+wYz;3>LG^9}oEF@4x-iE=FZC52bXXnoSCi+vM!DE7cwiiR&A{r(V@J2$c<7 zf0c>n&{*8YaA=$7XQNDxn{&JH`|mcXKG>Ir8XU>7;;>-uzCIRF-jseSa)^Oo5)k9n z1OE}Ar_~@u(E6d@nEEuY-i7<=>(`IW#dg#kEq>UB5e~m2^e8r`<_?zC-D>oD$!uH^ z+K0z);A(rymKn2)>}TwQOJZ&Wa5DPJK-z<8cvkw!71^W2lvvM?C@yEhBlfyytd_dY zKpAWn^{J_J*&Ym(X6^0@dSXV2df97x=3L-yg`r=b_pIqyYd#%;>l4fzZ3;Xe;IFY> zxNf|fU-S|~=-tzI%ndsPcCWpKRlj&K-6 z%byn%S;(X!m4$vR#>|{3+!SNEK5?UMbbS7M3z=x9T&j}6Wa+>)Mer05F&>M_i%~zz zoeN;TwV~&$kSjqJ9*IqJcJF_LSTv93+Lv4&ueLc&ZQ-Rtu>~QcduH{kZ*!SLT-A7s zCG}!0Rd1_NmDDN3(`$z$1{!#NxR>R|IZEW4I+UfTBL-Mjw41u+7H>U zZQb;|3^%B)fNbejl(FgL?tS_G?|oIbOPtu=iy)I13So+_N;M>3+Wu0__cD5g*Z$*x z0gHSS6;pZn>R!3wS(a8O$1|)2(d%HuypY{lMK$NZluGmNz6c1=sc7Y9gq(ON7|!j} zxpMi$Y{RFt3q?oP6?rg>GLI(mqy$9jx{s+W6QwI)q~mS)ls-t$!)nKW1odv~GP}Ro z)kE0Ddg_wetIcaR3*F*%XwN{tWFs(JQMD^MbdwTO_ijd6u3=q7D-hh8jP3n`p8Ey| zm<>#6z0^%Cl@R~2zH_&{c{+jvVM#hV#TQa|SKWSpASl}YIArs;P(ovC^{2Grv@(O# zZff$fzCLHsK_hY5$;l;2w(Ehdl?Ap|z)R|HdIU6>ve{KK&|qg59;?V524oGFLBru) z6%|#(cBeWI##gYhb8+*<(;NLgF?0OT2BNulwhkhZ5$o>yf9I+uhF7^nA;rDykQs>J zR;Lsx9K67B^b(LZ;_K8`OF0MshA+Y0qS=saWzTP_U)^oyRknW+DcF*^qOuyD<;(Uq ze_jiuEjmRVFoqPE~B7&~w2TZFkSGP6hl;fUO-eA80(j*EG=7e4jo2GS88z6mbtT zZ({I#-x+?QGU?4veU~e5v_I&j@?P|aRf{LXtR(r>)e3*p=XB|5NV4YG^=h-G*j=u3 zW^RpfR2ecg)X{lH@ZGVBz4AMqG83nNW89L;C!--bSWz&X>rPPQZh87f8ge8y>lCxC zlwnZ~r+eoeGTKz-Zl=P&hq_+PntntJE}2x@N^ zp(Z|}2+MM2yCqRGT<+li3^s%CWGj6dIj$J3Br-CSpydtEr{CvbN}{~AUVOSTvNGya z9Vbgc@_LDnTkK!7MV-F+2jQCnh+ZUlQbQB_E>4RAwJS<&=s4~y`z6*HrbwECwNn6$7KgIr6QBe zBhExl`t6EnZmenA^mfhw1y((sD{FA>+WcZ8$@|Vo7 z1}vP%i8q?I8jUG*xRTa|@v(Iw$SLOfGtZUj+&Xxi_56`2LYSsP13rrQ5&fdK6xD2} zvo~skfsxObWX|OQySo0}arf7T4Ub<=?EA>RnqX z?_hOdx@=%|Bt|o>Jj&lFU93bMb2YxfbNiJigSum%()SkM(6VPO{hkuDW&^MN*bI^K2GBKkWlm{!5j7m(%z}BzjEDR z)G)*K3!2rMbs#4-M)0_ki<96n$&b=nm(Q!BPaCAY!(4}1^JJz|Q7hcHk4!ZAxaipH zY%*$lcLVqSkyep|GP8DYsGEhn_V|H05x79qoqgn}sF4qLHB zU1YFlqRS3-+ZV5dc3A_B(~U;qS?7qWLlf|)BGjkL=MMJ&uxej-@Kt|{WWkfy4Q|OH zfjs+8*E8{)DtmVhJO0ef%p$hAAkON8ij9>GPw`sutw(SHD;o}L=4+mWAbW;o$+e0r zOby^N!%{*s9BR|3)P%qJ4Q>mYIXR!yiY6C|feUSF6h0U7)lKSUnn6KoDTVorR@9>) zh>s9E;@C$O^6D*wL9EtU-$UMnq0`|(;jcFldVkgqq+Pco-|;m6&F$L9e>%buzw9VE zu@$nqB26+d2zei65K$w3p@iVVEt3>#3HYC>ly{(UL=r?8pTC`o_-09YfC-sQdZG*n zfnZfB;Yu3OKQ)gcO%jM}wq?KoH;~ueilQi)xDgc=vuW1k1`(+!6KU>rtU#udMwSYg zCzmPh%9|POfdptLnYEl9V;g`Y(H=sA4uCNsPa2RJQaT#}&km!0fS(XarWZ1$EhLi$ zzlIPG*@Is>7Ls(6v*eO$3H5L5@9O!ftgpz^4=+$-Ew$6FC4TZFdH^0{ovjf^0#>R_ z78(5*Mib^@=FW@FOhpk1luJmZ37Z;(qsqh9@%UeudA;AEUl-lV0@u7DK~vvpFWSD~ z#FOtxc@E0is&3TCj41zOxi;6fAH1`SwAXAGyN53*0XOIeaD#Fvmya?9fD;4IHr(de zvg>K^;Dhd4+-FsVMCc@xSziwsdh6f14j9VpgC2Z}o?QW5K)jE5*QQpHYbaUiIuQfr zlE|a=H0Z1n%QXwpN176Hk8b6d&&BoYTt(rpbDUvS@C_wn*k8p<5>cYc?w&(R<9k9E2aXgy~bkF~O zpw=Sp`_ol1PtCE$TceqABTo>gV?#k7U|SbsZ*f>fQrjunm9j@R*C+FK-?f5Bzh zUT)l$JpLxU)E6|PwT2~e+sD*#x9L2>+ix56-eb=Mi85DU-=qkBZ<_~b()9Irk2ptd z<0fI>bhrKH^%hgwnWLXeYmDwG87ra+*tZHf%A^hLE5bgn`F8zFx!P>jJKJT_7gb-S zb8w4f&u#YG@+J%TK-Wx&g;{&+sy(@%Y6$G1=SWCYrla4_@s0VT7dq(pFaf7LMI22V zd|5+W?J&3QnAP%^?y~2reN~Cg4LQLz__qyF(=Kt}#7NNLF6@X?5IF`M5k3!EYFzGKbRze7@5^^t1wQe!kw8)2sZPl+C3yUgu>Z0FT(FY_ z8Q&i=4_4rPZmPVA1YHXiM@T{$I%8mpBSRBq4LU@(rB1p^|fd8&cGE-!dUe_m& zPhuuyyEOiUi%F;~j;H`2wDGSXzTTg~wBmMNwwK|JY)gyWF|EGZD9eY*aV=FH0nNt^l~j z#^q9LUZc9|*nCvd;R^$wFLI;DrgYJNHQ>KHzvH6B)tBd(^qYn1+~v$2&sxk`Xz{J) zOC3}p@>$KTAwjh=c6i=_4tyBEi53+ngMR{U^58tfCBu%16vhh39!&!bH}*mgefL5K zzg<-NO~1CQ@+)$HjYwI1JP$`)Z9BL2=>|Ex%sEX}6j1Cr-XzG#W!-K3hTch@M-|-9 zrXAmZk0#@k2_6A&2iyLqogFJ8K_hDDPktv}+_FL6w%z!)=!p7cNusBgj9^3#VBB9S z?>{U1XYph{!p5(6#6A$ay(86+B6PsX2JiV%jl^#7)K0AN?VEggyy82eqoyMV+JN$^ zkNSIzwlIPzpeZv?KSJc&y`ek<`^71V*B@?bgJ40or9~CD=ZHl-mu_BmvltnQc_6HjLU@tHYv$E=u?$$&7=&dVxlYk6^5VJfGUs&;kX^=H z%g3xf@GRZxYoYeaV&16AY*k==v;!t(q^zLn+)wej?$wmd%R zdp=K@foGL4Skv;~8q{pz`6>7%6kb#SE%y~se763YmcMTX{*{nh%uhl%CpS?2wwjg* z9a-M;frIh)yNXq%q+`3aOdQ3uaT99B|L02=sV~*U0ujL)=lXG(M|4&0c`l1?m3uxs zbXgnwcez{#Q~a<`aNmjnG|;U~3@5_CdjbEkzi)6EL=c!y)*EG?VQ54xu7zw9 zfNY2Fd>l;VePOO7L~%Ng%%ke?<^R~;AEGF4MO*i@+iH2HWdS6J_2Jo`6OL%y_w>IF z{RS+BD49_^MnK@@(s~^rpFf$w?SB^dP7mVntjv=FnN7}aGM;=d3olu05CdlU@&!fh zkjuf>`xQ~;7yk=P{>GQ-qj=r80qK*{g|XYX4#oht2qzdd z^41iBi+Z)bfp&mSCM@dYICZj#AQn0`ACkl}={&6808E52@OWID{x%PW_RPDcdatTR z`onMdW5>7~ZbPFV|3iQBi0b|mHnRiufV1f5pE*t+=PbOZtt5mRdU*B+3G#NiT1Z^& zHn+AYxZ0Cv#{Uc|O1t5{Ddx~+Ux;`h(apvtqS9w*r+{m3=(VQ~2^Qx2A^N-O(P`hX zhrx_Jh$Xtq`yEV1VvdB?Mdz{_ihaqFI1)F?K5lU%j}yOVWYwBZ_0?AVypS!bIg?{D z@~USKCun#-k;n6$QHEWyYD(bkk*QO47gCQDe@)@8vwatZTiGdChMlO=fAkKkMO*bR!B>n=R<&5(84s_U$~^wYv?n_gy|y}nmG@1TMe@6=^sjH69rgUi<5SK>Zqhq6!T z?3N)X&{57NL7OH?kSlt8vm(Q9m+g?NaX1Z?dRz1L70ZpMxBcJ^EPU(29_&JbHoKvw z%!p^8C0Eh7QHu+G*&c!#he!Eyx82eZ+WU!4LRnBSxFvU%wn~K*38KDFeV3eQ#%N9z zok6VauEYplY>Sd^uclc>#89(#Q^(!6xK8MjrUW_8dOi(`NG=q$3vcaF!^w2cHDVSg zj;N7QNPuPfI4b%fDa`yAt>6 zAp3nh8H*hc{F)u=XE(`1q8fo~#JO*2@4Me~S}E)xXjp;D8CuB}b z>{79`eEVw!?E%i?bxBOIoC1qjSq2wh66O-4)9O z{n=&$Jyy6-(`nN!F-lVeA*$2s@9xVjUn>zTxGi5T*t_FnjxTNgZ2E=1YN?1d^o4#* zX9)32Ji?WSt*p|%SQ9ZkQTohFPXWbu~ zM~>#=o7%|AAT%7XlDn(dKYGwOwBkEJ&OMRqWauF3P@Z)|vc0r0Ng zMatcVtGXqXuTGq^rg(x4J9w3 zGrOy~&SByce(rRlNgw~O9VMXK_&w^GSsy&M=6YYpEK7>=FS`Utz-9*(f@ifl@3L2C94=nzCs} zPS^_Efz5IAx3bAQNR*teSo|#zjD8Nx7!>Fr9^!<*tB{kq9>$LGTqkBrlXs88h=)$X zO?mRp7{FSEcTB4$p90Kz~L9n&l2p zkG-bc1r9iWWgk%~f_aLWOuJ{~qZ)$1|H06cPtzX+GevyqgA(PU<~QEp?QhSxpy&79 z$VvQmM&Vrx<`V-yNCCkKzdfY}uDKUuS%W7bjNmRZ0fxTtaUo+bYK$K}F~31-$~?o2 zngy1!d4B(JtzXRyV}HkF>-=6DpixljLlR_*r4-wtJfJ?a#)u#=Ps^R??w#nF7YopOo6M%W_vxUt=cx+=B@pT&UrtU;A3V*8yuuc?AW}e5~(&#bHmn7(tdXH{H zh!fde5Sub3YNpI*dERR@wxM3(1<*ZGDLTk6iYpkNvGM;w7qWPP+eY`Lv)IfEAaBbk z`^sc=so?VfkKfM=5(x_Hn4JlkT>uxDLJ0+3l5P9uYh$28Mb~^uayKfVn-o&VZX3Vl0lBTTb3FmxL#zQ4{UzKT|Jj)MMuj zRO`%{dq$(Z4CKxIQv*ixck^xWiO0mIe_SUg)s9{xN#2(pXuE(N{E8j~tW9zOTu!@B zf>J1)8AceDK|up*Ddfe&3LSWVB0n%0K;bC)4kiUR0-3NFnVM@t&+a%$$q!Da!+{;+ z1RTC3)&sC*Lk7?A)OjG$WaYB*5YS_e=-Ezqe0x*!ZO}tEJdqDN)Lh6QZZSJIJo}A& zR6;qNm+7UZb7;6?kL85}d1Hk~_ zAT^CbEu-lPcouN|=K+J72DqEgf!LL_7dtw{Ip>E@%uE7gAH+`zDm+HQM5V<5+9zs1T+^IKQ(K}ygpYBnM#8PfeS>g zj!pgifsT4bE4hK{?5-N8mJd%rX83^E5ee1FrLn2r>^!H;|6CX*k>^iWw1g=79Z~9~ zQ5jitl`K&U4kv&VA`|J)GaZX}v6_v86@uIq~;F4eJfk*t9eF<)(>epI05`f3y4(uUgv7ji~^ZhmtxIC%hpya2>U za>Vk+E|COTA3f~gny1@sI#gn#^1cb(`v-ce_6ef6IArSjpcg-On>Z`=aL)j?MXMO+ zSJg77D6;%=6$li_M#B$1B?My3h36y}Umynxi(e`&(-PM?>5HqdI0@}55P`no*!$Sa zEYV}Tr>_%pfWC-6xw14o6|UI|567r1d;rev%6+OSL$bbLVh!uIO`I}bpB11{h^}BT z9y}>mW((3IkMVBayZ6iLYVm5(=)?!N@mKVLO(WlVJPw)ZDl3dT^5vcuq+V#2tIUTaQixR4c#A;A}XO^#kYQIkR_2&P26D1++sfp9ZTVDqXW9WrdMdFhNw`8TC-|B!F=J5nL+LTQs`x5N2Q4XHh zyd>T%(TH1CgJ-k3S>UFwh;z$3Bb^>li2#gM(5)y+6-cSShK(42jg>xopqRAv#pRJE znW9wOEIOWa!3$t)bjFZjc34;DO~=mX5|?oDxLUo^jyVCEXoKAJ|Z@r3`#J)MX&DA3zAO6w&5N8}rH)`W}~*RCA3Nn@pdYFzy=M zyxf6nl9xkd|8bY5j?o?mO3cSoG;$g5w-@ytSiuh~hL;)?laZ#!nHClY-lGv=p(3(1 z>{Ouxo_nb`r8dN7(@T+NGL z_IV}|lGVdFA9g#Jw`N`b0VFsG-7OCflCKO$(=YHbX5j-RuX47B_T0hu<-7+Ee7yig zqQWAHh*^VpcC*1gVk`VFQ1dny=nhUZL7%e2ZUrLrf#SLf)CV}C#yGIEO7p7G^tXD% zarX4UlkydB93;%1pAEVi*@#)t5R?;)^$X=gkjQhnKJesN+7_8R5)WrYZcUO&wdlV? zOAeJwn>l%AgPrgC+!OYtGR23^&Axtl;}EaXUjGdz9ESD6j7A5g$qq_hDA}EWr&d7P zzoj~mBu<5R=V^sn-UFU>OnXBjzkkVzqN3>qo;C_V>YiuudC3=ISxeVr?1WXT_a{9~ z9?~No$U=Spu;Q$d?$~M5lS3`y_x6ixERraO8XwR~PFj@a9$nX3ij{bDVjnrg55v2Y zS19fJ6&Zf3Zx_Gll+C71Cf`uujObbG|1j4HKNz3v1FW~S7{S4az__&RG8tZOfYWXL zO4t7(Is`?s1Uezvy|V^*P1v@O8Lf<^xILMcNXQ&1)6K^DPXg@x{ z|0S2wIH40pLo&wz>|SL0N1Egz9FxWH3&D7#(Di)l(B#xM-}+^jzFoNt17FhOt1;@p z-verHwhvoDUIknD|5(*6882S3$rKO;_0G%(XbiHk3duW+IYx_23JT6UHKr{p zL%(!G=~#Dy5TOgxnB!a41TPfYWBZpbo%L`cip5g-$d?T(Uw@*LL2s(I`5;OgEUv`< z3mwxq4EzJjHnu>)ZL42zu$RFB>M5n+Zw_PI{ANzlEn1pIsFDvXzXH}IUd_R^{Zu|M zWa#R2_eIE}h=)L6)kHpkt+k{znG{RBlZwCpMdbayF?9yMw+Ni50aFSj-T*U(M49!r z4&5=+4z|sgBD*kZT0P`7O8$=|=rxdo-RV;e#eWE_`XWBWwFB4)ZL0i40Y^T_7CUz> zeJc_#;uEJXc31=oVidMa-6I?KaODGyiNgmRiIBl*}rqEh6Hch-^7I{6f@9`#k}xtnHFE za^Dy&5-b%~toCsXPU%nmCUta%eL`|Z+Z z7|A^gU4_J5!)s3!>AxIa4k89|10|YD^1r86@2CO@<5&ODt-|?mQmPE77WhYM+~TmV zz}>E|fg)umLA9YxAE?+yBA!7kHZO4lEFk0aBkIx@&nb5|sv=gVrro3&t=3zQbIsMl zK(IGDEbry&W&c1^56)ay;rUKumSPZT`iDfC_%|Tvocaka4Zsqd)VsGgAmfCmd5MzK zH`5&?;k|1%Ft^JRY~qnuSAHw34C0A-iOw@X#CN!xCJ0TiyQ`*jdJX{M{JG$W`%)oh zT*L99@VheCugyUs4783P?KK!AvVpHt${fY3=$a4!e4UP)zf>AoBECa9D!}2)5ZnTS z%pIMkLnZJ-7euMLKKc`an*-GH8A{(XsLfH!jMUSX88Mt3>;Jx!JB5!?HE1O%~&iKflbKoAPQFwgcg6TS6N3j-9rS8KN`#Gr}K zman<{_V!g3UHd*TM4!@Gd|)ee^ol%HQ|cdIj-zK*6pY&uR@H4h`L=)rDTWYd*$*9k zo8$X#EAEx+8H=^63c5cqs4q1Z9+kFSAPjfV&%nIn3=Ncb?bVf!h;_7AS&qZJONZ0# z;NExYbA2aQzCBZq#=Yw$W}}JMtfQ#3OL2uSO@_qi$gNafephC>OY}MeG*NyhcJMCT zCy>&Fwtz3)3leDFcT)+vCJVVFA=!akG(j(PrFALB)n!vwhvn!{IG1VQks4G02Z4BSs7?`nU~jTO|LyRchheb(9=)~M{L@Jdxy-ba**q2k0# zYEZyvX59f`7$RnB5%_ufCP(h6MuZBJ;5k-7A&ZnHr@Zp5sa4156b!r@hA{*yEp!YG zgo|5u#$;b!?xj-U09@cD5onMHoC{G5xoTxuqsVn^x6X4CWDlmV{OnD=*t(~kpI)!n z_^>cg6!k7F>(unsa=}-wY?}+0?RJ%<`@94mR{}xjXP{j1y9uzA*luvlQsbD4&&AVs zRmim?7Y7o(?rKcJ&jsDAvBZvr#a3#a$;rO0VM?y=l&d}CNtN-*p@QkIXE@_#~&6QjOL34Bh z_h*?ekDuq|23D{g6LHamb_=fbl9T(r5YnScqQ=&O2GZiuXq_m;Yzl6=H&n1d_-h2yfo z%S=}iXvB%S;Y!uSa}b`!v+Nj?4tgF+u}de^2mrSIaQOLyqLr4uEm-RCMT+ zyE;qh2y+DL7p;8n@BJv9u6_y8S%cWM)qgXUbv(ZH$b~i?%@KedO#i=S!1TmsR$HUa zlAv*(##F<`$$mRKz6)*P6=nyx^_hTntwmanasE&QJFmwZF3e>Gb(cgcML#dZ)rBL9 z&7t{CqO`F$gu35|p_Ms7q7gj!RlOfEkm|a$T`_Z7l`0|5-%FRfKLtj_OKu6hyKIOA z;jes#o1}@#5pgi3nsD4$a%JvZRz|pPaXs5PRpb0p-D9GI>94#w%0F-43XB;p1#(_O zGtwo)NtpmZKI9O&Ni4z8;7AZd`jyG|H-Hrxnx-8+&5m;lYEkB^ujEV)7%>@^3P+SY z)827pllwcbea99zppEqgIG?P_f9^Df`NAJ6O-qkMM07H`!>$KOk2h~}+>(@SR1W$V zEmNr~J+QParRl7P%gljNM8Z(C@^M1V)^x}BzKo`(CU2Lt3Ut!=TejH2h{m^$W9WTqmexQntPF;|dXsZ3DN|3y@%w5B6Bc-j#t)D%nou8?3Zu3fzUA@N zQ{K-V3W%E(S^GMG6wji*+MLLKC^0!8%B8VSI#^NWoHDZ%OrvqBiz^6`X|e68cX$uf z6{M2horT=~kS8y9?>Lf=OHpVfj@mxfd~u16Z5fwSsV>yM zg!1Lo8YC~kivwY4Of@?BHYccM_!R(;zl6$rTV&@2wOLWY4nek3da=1 zT|674ICJwa?D#J`^i5Pc=x3(6IuivxJWS!!;lVK;sWf9ye+FG$u_SV++xSTAWxdHU zP#!p7`K_8&G&nSWc;YYY7tM-`G#NlI z-sGsJR_N{v3%W~(+E#jqMu$BHu>{5n{%qHyLpA=}hKG5$*?`}nzV9~g$rV*1!~;N< zzcYSFbyELnL4ptZ0}GN$t9xr+`(-$PIZop#@I%gw7`5+Ui3b2utnR8|qsv~>m5!PnM9qFf zhXUOLySfNvJ{#g=Ji2N*=Kd@rjryGkPKC?%W82jUtB_VVL$5O7LWQd3=(@@u8^jC# zf>%w+erYpnK9QhYF&Yn0-_T%hjLqhB7c=IYWtFCvX8$q>p*h=-Mjc4Dhrn3ByGm+V zX5jm;tpGSh7TmKR7~rK^LZrM1n=@;g#70c2badM`2S;A4hM)c7`7PmrQ)|cejL%iZ zS2dCiNcD+TGpeQRH2P~GV;JvRLlJsSs?uK3K)~s#rJNsN+$~~{3rwerK~$&Ds5#qV z@GNrcy%PiR(Ypm10yAuAMH!hr11UZq({??1wVE%cLR$L$s?se>+p*&o!~vB;mv`t#MBodJr^oxEf}Z>6_hinGW}9F9|2Vd_qn zRhE6H%Aw#N4j;6BF~18dF*N!oEKH*{5jaf&1CB@JuYX)}&>;9)JkCKC9OtGmmD5>4 zEiz^*bdC~E9V35@Lgr}_Ie79wkMmI5aCzAC(V$(fWnY+?&@u(XeSZ;$m=q%Oe!L-y zR;Ep>S%iJVylIXH_^}(Lb@`T3Jk+xy*&chx1|%beW6EWk>n zotz!|)~o!|d9DAN4Kl#NusKUzjyb1m)b=cSd*-fu0k1<$%5n`fdY6Y2e+|U)-f*8X zB5ZitZlDxb%zFv5J>b(hMTW1EOM8Am6Ksd4naK%&o!Q?HWMxsTM?_H^_xS_#!P+H{ z-Moq36n>pwGV;K73&)Y5w<5&rx)YUch6ekGA~IrV+!@?T>ps4e!c35l$h4z- zkw~vk+x0Y%ML4EpdHew(M-{u0zk-brd94IJQH*^^^;2YrcLgT!#?}`4lr;z6-O~u( z-!Aj;X@Eg}%?^X!mXz9Ok zu!dXi#)r#y>~y>|>OZT62}z;kPcEk2?dl$+yL{-5LA>wYFz;>poA9ESEQ1wzrdYxxbSl zPY&{IaH?nZ&a*9wCXaUC+&#$lVzOP16^36 z2|5}dGTZHShPbP_Q23gAwl~BeTx27H^${mzv;P$91^#o)Fa&=7#x&L7iYQ%^FQrq6(^)TmSz>)($l$%$%%H-r|JPf ze;Q~_J1X{)JUEhfe3hu#xam+3K+egP#R!kLAk$BKZ!On%!8I@J884Nxqmg7tn)-$v z>_XEbMk(P|20+Xfvo$wMHb$~8Nkrss7IiSyV}J?g^Bi5_6hGCL@BG@UqNrPl2Ju{mfaVwE97WwjE`=Npv%D6zts zt|?n{O$o9CgDHJu^gV4XA!!4b3uepyEEex{lkOqk5JWqI8ejr`sM#UH)&-&@5B6n< zOGV!^HJ5OIt$z;pb}1$U)dc=6yJ!T0>{)gM&?1A$24O2O2wTlEN3-^eF99^f8DPgB z#R&n*&4xd1f=Q(Bzvl5TdsaKu+S^xsRqTu%)4pEHm4ZS%*%UpFr21O9Ml_B>0M3JC z{}nYN2Hcwr$5}Pq2&>VJuEByc&l$T3xb}2+Dt`zs!v4wocRGyF0~>P~YBedUvarpvqiom9;@k}q_MtMfco$|u`` zXr^nw(^TuIXMeLjj_y3J!K`3<&Rp@ezHu%Ol5#!d1Lgw7Bxnveu#c%kO?4`+wf5_( ztdsAn9n$xDE%KF(u0;W--V-)rv6ZO~KaZ z2R^7uaPDYbr4Ko@FDWfe$v)`rJ!CES5vf*ucdE~waM1}m%5s_S4NI#pWwHIYUdLkC zl|^@Ah?PKo!E!;S?YvI z5Qu3G>3CAHUcR~U(%y@LCCnoym(NP$ukR$@o_SE0YN6(L#)eCc^+|~eumoSzXbhPp z2^s(q>6@r(x-9k{O<`z=W;RAXyOM5f315aR%PtAb?*;;C9&ciZe8{2Nm@xs4!BG_ zaGC_=!{eJ5!E0e%Yi$!(adC?Zrl)Mp^{Lxem*f$>VK$!~Q5j~2-vUNIDYjW8iT2K< z;sgwf!U7;KGLOeuzqj67X!q9;3GlbD|$uvXss9G5b&!v zi!R@`uEymOoUi>;>!Lz3w=Vk%qQFh9@YD)RZP~cu#E7kGdrIQZoMSIvmg-6a8SE&C zLMIwX&_kq-iB(F-$mQCiWF$Vu*cv&3*%bErZ{J`_#bm5?ugx^ zzH!s(AkO8!k5;){Uv9Qba83HT3q!up=O-_z6kAjp^nm*Y!WOy1)3Q)UXygV6v|h4t$;1d0*!*EC{F37$*pyFB$bv(WVdL1Lb=8GSkhI z58p7!E*&2P*TUVFqs)y>BuME&)1q!OI^uU)L9pqt)25(}w%utAQx;s&OvK+c!Mu== zW}_zaw^G8a-EKbz7RuoO1{5+};4 zrRHM95S`Uz|3$ojgO{;{F z8R`=jD59BmzTsx%R~?+`s%E;~M@l8>Xo^N^dRuX%+8T?0R$l+4ldXHLgBA@9BoQmD zNJ)KKoRAsCk`=xI9RYmf_WgbI@xRpyE1J*?S3=kmj5HOTB4}WAM@5| z{h$o0e_pCz{8po`ps6~U?G~RQ?naIw@6LgkfR|R9n?d=i|p?8J58()P%HmBW5Hm@Rij4U+E!T~r2IsKJHI=SPD=Ra+DP;N0Z>Z; z0ssRP000080ANEnRdxVDqbLvn08SwQ015yA00000000000HlEc0001FVRT_GaBOLF zbWlqH0ssRP000080ANEnRVM*f{*W9403^f(01N;C00000000000HlFX5C8yha%FaD gWp^%WaAjvuO9ci10000200IDV0000AEdu}m0GN*f1ONa4 literal 1924 zcmV-~2YdJ*iwFP!000030PS0CR~k7K{#<{>tX~%)^9E?GJqWbYrD6qj+rv3~!c2gy zA(>`^Xg&V-O=g67MRB(+%PxL^40)1!=jJ{)cgCB;x3?3b-5~B`M&In}MX;+O>M$46 z(VN|i-n+f(?%SiC!(SSmdhhdDQ}YP+g?4sv+-}vi-Mvz&=6M8_N{wDaJ8QSPJx$J0 zDm71cwcW80-a)A}o6U+)p^6ThD4<_DR*_8`Oq(h_|SVZVyZ9SJ{cFKqJJDz+q|LoDY$*u>*yi@-m!xF$i)FRpZs6 zFSxwrBdKALO(-65HuZ`f*?Q06a7a-3u=EItq4n~9Q3q0e!!GYvtr+C6G@m+DVJcY7 z{d4Mzg=oR2s5I|ChR(GTNnI(<8)Ihyd%X8Ym_qpTzJ(h1_n@GGhk|ym+tz+T(+#`& z@Q_egji?joX9sr~!I9L|kX9qY&#h|24IIL{;*OvQIoCPtlvA?ns5jOf_BS}3MQTNg zop$2tNQ*8^F>ghU(1t$x!q{X5kEla>1N{!iBOLj{+?ata<4YNh=;CiEgOAxfGm4Sv zgw_Zi(TrAlR;vKr^`IlCSl~H=)%OVx%qPJtdGG}Q!%)#Z#sjmErYiV{#gu;_}gI90YU4duN`c_Ww7b=HMaEK()Z`n zw-w&)8u=S+zdEQEw6gjA2%JwcdrPu~SsAB@pFySv-Jr&zT-|W$Zr@&QA6UNM1Iy(apHz%R z;ghsoK{Ko${pQ#D-=;aK`q1|ryDd6o`DLHoF`M}ck}2Ly#k3Gjq38G53ixFG6&{HFDEsdI{6T(3jZ9gKQySN{s3}IfEnQXUh1@Och^iB7t@3qXO|2iY9+U$m_9W zIpPo!KdP+_YK8r03j)=RKgX#Mc?u^eiwwkQdKP{rFIU};E-{)t3ti?!QUf*>%iX9( z@g!C+x-4#}UI%lBeZ;g8E2VsNay{nd5w?qDYzs{;`K5{WC`>Ujwli@!TXXC z-7%7blFq#F^pDKN!^cYZ<(0wKo^GnjV9PqtL4IX$I1zebY49l%X!ZN)aEz!(SUA7L ze2$j>vhw6A*c{76y7pJVDt<0!&1v_T3Be{GA&*sy$KuFh>LFoJBsu-qw)7-_qZkxQ zIAI)rV-ympH>N4C%L;Ost3q^+pyQhO=AL{YpRaU)em^E(S|_Y#eLDWs>Ndx#AAnewCPaw`5j-|FrsTndAHu z^Qe&W)cj{Mv*7XC`@HG18T&l1DeE$ssq7mM&qz^zaE{dB6O`keo3Ie)D!KfTE74=# zkC;9gM}vjvP^3t_WKTaw(Ctui_dL7L*=*JG7ZSSC;fo*!_przYqVSYRA_)jbOl0C8 zsG*KDgsD?_kZFa?DHyCaVn`kI!m$?=f1RQz_kQB;FMQOb0`sTLewm-dWyAFqrZP)k z9#rd7&ZQ*+OJ+|Pf$RyR=B)>*B-prp*u#xgEogcrsBOY^7Xm`v2H1Wu+#a= z<1TrQMv3tCvcqEWlT`D}FC|AoE}?w-^>d>^)O?B`uX1M3`zaoaGI1mN4h|3=?feCb Ks=_$eH~;|i=iJW# diff --git a/diagrams/data-structures.png b/diagrams/data-structures.png new file mode 100644 index 0000000000000000000000000000000000000000..9d7c14e7aa467b54556b0e10a8f37085f17a9639 GIT binary patch literal 43384 zcmeFZhdb7P_&$s@s8m)-Mp+?bXWx}Qv$x6~aSPc(QIU)rH<@K`vbV?<<+ceWdn7xv z=emtP-{X5c&mZtS&+l^_pCjJh^YwncuIs$c^Ss`E_Y|eh5?&_6!NEBzBQ36igLCX0 z{7-WV54O;lyI+QXaP3v3?%?EfT$zDif=#q!OcfMxSm5VVI45vV;2gv5f&=^G5+DAI z3qN1RIljLg2S)>!^54$}xYz&N|D^>E{^35R@GlN-(BEhrTy^!Me{qhz!~O4!@9>WH zK6dWiv420)V2?Cx`LF~35ZFp<+vDJ{(_#O|bxsy@#KFNkZK0;+prs%$XoR$8e`t&} zG+}qPw#6QWBkU{)KU$kOJfwBDeq>`W=qz$=e-AxFm|h;iith)(G%?H)om;sM7f0bcmCg-|GV13 zQA&0eCUC#l!$dg`5BZ2DK5df}oU`CxdMtQw0hfwI3()>3kqNS)?=i95#a8fX-`oIfA4TEeyWuhzpf z7A%rSxBE7qHr<-~wh}WXx>5E;-(ch1q`PTH%-gyF6J0;&U7UZLcEoVIiARr}LL6>7FOE}0D*jUV-v%$8F(K@s2Y-Kd>K*#o zbnwZ48}7-upWHt+_V0-ExZNt}sh0n3z_IjOJiIjg{nRxt9m0gW)Cczh8xU+uR7bal zgLfPMp4@GR=I8$oNMooz_TR0)!m(t2Mdb2t15Q!B)4@$)FNc2t!FIg!>bZXp_744r z=;)zvylL^$l4%9UZ~r?09{S%i(Egu?#=eFBue@m~e3M3Y>(r2%?(jwXb6BuVp=-`{H^HD|N)6k`R&c78u^i(}Qy zc|*yMzOGznQo?cW%B_2a=AHT#jsud(QbE)nEesL=>lClLWWTjA#m`%p`wXtmbX7SH zEwA<6cS}YYYrH0Bn>S3ldbE@fd>3AY>R1lsCnHaaZqIYyui$*Tw>iaVO$;~As-6*6 z_Bo{9_o9K;c6|I~do*&moLB1dr@KeTH;dvuUe*=do-g3NI3zhE*N zIXu(w`XYx;Ve?uT8LLKjwr-!vIPu}S@J?bppIVlTNtWAgeYIHg_vy-Hd&sF)i<#FP z)xRg>>^lSu=*W*2J8du({#X*a+u^=n;y?-ox2gDSf2GTc<9z>*R*~7X#3(-NSuQ(* zf9ojU53$p&k~G0RTEv%HQa$HjcTRA*nXZ7~WY52G#=Yo$Ym;pzJ?cEBFqq#Cl}m4@ zGsBv6EuDRMc`DwMg}xT<${dWTIxKBnQQBdvy|(L zqxUPFA4{k-hcYRpT%KXe`n5PzlKW^Nzs!DWeX=#dEd9RQ#;@?`%DC%hT%(4Uj>hdK zzPoU)g288!Y~7ML9t%|F;HPt9dRvmW!}T0xXe?eW43$*OpT5X0{KJRj(a+X!*86S? zMM0ul(?iG_-oWvUdkvO789ncAKhMmq7DSFzuCt94iZ{NxKsVVDyWREv%V3d}0!6w% z?DS-|dnUh)-EFaIW5j($!Ng;&M>EAsCdPTp?>Hf;E&FNm8@EhaNkdJDF|40no}=Nn z`NkCQKBi-qrJVTU+mGC;b)8YK({{gS`#=2bh!s*$myL1zRaWJ;u{RNMe`{m$@80&J z+|w54+4R(>n-dW!{c$302F^cxmwq;J+^^PCk$Dh%L*it(*jv6!8H2Cc%hPOs)J>8T zABE2y1;p|-oA}f?*V)CBy38^sk(Bg$S=at5P}_gzbd+HZI!WzJd%xO!1XY}D*x*mh zzWyd>HSgi4K#_H=ZSv98w=YGjwG9#{ll7E3lU*~ekB`(9OI({2`@0!bK3VS3f?{yw zWb&8@*CY&^#LQ>GJBxCIWOOCPDx>M!9lWD39gW!8L9g2Xnww^;SoDuxB#hO6jt&)c znEw6y(>beO^}U26g^cm+rQe_VkubRy?7>WcH&JCj)gc(&5KXDu7OEtg&K#307jZ%} zGuBH*4wfq{qxk1?ESjo%QGtW`Ca;k#7w@}&kc(h{JRP;z#d$atRh}dCdQb@hTjeC1 zgmm`_OoZ5m?Z1c^H3gm(ID^uNxc_uBMIl;mf}uF>>6S$Vrx3eT;1!oXeJ7c;7g>7T zlKz^%o~+mn=MXTNt+ku}0 z0~eW$0x9Vg&cjiZ(DitS0pp`5 zLBFE>W9i)cH6u=a zAJpC{B4Y`sjKA;+94F;dwb2@>t0hmrj>KKl{~&2=QBVDb(tAj${_!z&U-#==Go|(@Uj1<6C6%r_j#{>=LonB^ zF^pHOr{=!0)m&3$G`_=AStqx_vX1fC7*5sO6cAw7yULn$=@1256O4Q5UuCn_qFwSKJMEr>(kTJZ=T5S()LaZ*q? zo^Vf2(5}PjD#j%yYIUiJ#)|je>^&Rx96sBlZ0Myxd$JovjZ6v}4ntONO4eRtcu^UG zrZ@aNU>lXuITq%T7~1>RN~gx&qp~5!Imn>IDm4lDTOP^qgDr%bUVTc}FW29n{gP9z zL6tkrLrOAsy_eHZ=6c&HD?hSJUOor}!5#Q^l5CrTu5a^Br44N0COi@ z^^Q@N3kgJo+$~%r;&Nke)l{mt9FKWYuGN#`>V8+SZv?OY_}SU)-~mGM@eJ{2pRPD3++agn7&Z!-CEAAg`;V9R zxy{JWlHSnz8qM&Uh*FspIhr*cVA6(Ot5RltQLSCg>f~?rU03E(;xkGx}%KAcTDbNEiPPmM?FU>rg;*=F*Hasxk{6YlJ9_T20@3R+Y2 zxo&K-yR~+gC{8m}fM1r)H|we~r>~z1?JB$t|Y2(w~9$;ho8f zTuYbfv>nu5EpCM^+Ehq~`xI`!Xz5+D9~mkVp0fIqpkqf(Ut{ND&+5O`ov!MU$Y~-q zTIF#R7o`R91X9q2>U&9{iiDrq9G4thw=)?0ylxh~<*HT{LRK!lU_PJegS7G(E-+qY zM>89%`4KZ1_FU>oyc8K_ysR-Di?f2RJ&dx_cd=)y9~80}r^4C(ND?}iDdsSnz41rD z{xyGR-ov}O%G|ouopF^69&B#w^Gkysx~x@W!!wg2^om6d#)d6D8IXj^ZthBNi&%RtJ{@#(y|mr&jlE;kBuHqMYu=TnSipXljt9TI%5TdoIA#|EoESS(WEWYSd7%HS6UJDVojVHV(`A{ttw# z?;gZCx+I&ZQR+#uAA!<8e?N)|{1MprX8*kD!H+uM>h{-zwbGU?YWK48Sg$B17&^<{NJZqsGS^6g(0WEq|8H;&V7SdQ*K1|(@so(Z63N^Vod*lNcnLUqQZnf%K3^NILC(LT%9x1&4;imW0sPf$H_ z0-Wv28)|ChkdXbYUw`5W^UGiB3q#u{NWR1a=$(oedsv6RsGr|#G%QfuU}HdE!w??N zkBs~FdE(o`LWpH>eYb3U%&14a?}Z}}cbArFqkf=fi&N(B`VeyP*828h4U`nxb$4!4 z$)Rtg&t%^5CG^d`Pb{_94b|gdv32y7)WU0wweR~!ae1e27)TIDM0F0v$XW`;*+=Ss zWIIW8<=!Kvh70$s7>XT6UX$bVb~4nG+G;vzyQ0GqI{Z65)t~eIqJk25@YhskLV_E< z(;*?E5{ZyaPbQ^iDnD@u&Jc?5&TEomX8FGO{v%|r61+p-d6saPMse^gWO0hZQjRH= z9L?lYGQb`YlQtZs0%=v?U3jRR%g-L2RvI=0zq|hLGEu|`w&aO2ZI&|mjI;&OshfH$%b{Ov$_II!Nqu;J=$cC?eotZs-YSYnc=%}H(9**O>3c_W2tlg=PmXc;KErpA1aR>F|2z~| zLJD^GR=$X7W@#8kcH2-|IQ{ze!Ki6(ciX;LU6^Wr@W zMwV8U>lzdm6HwE3w10nm{x?JLF-w^Y^DW>@QWSvD_(IOESBe}J9YsI%!OlEy2S(fR z5UJh_^-PJ^3TmBU~10Czg#BW zpF`5Pcu_8b5L|Q1XEXS$2glo^`H#DbUqrn|2zO()*5=|}XVWzeTukPAvs)xy_U;EM z#GMP*bqc570GMr}a)M~i`2Mn_kxDdTJtG-V*xFnl63C(or$wUgT9wXAKoneL)sScH z-O9U1_0j(Z_QK3E2%9WB{T{P6G#eD3!<8=f2>z9+FQZVbLV&}P6}Sz}&k$Lsj3aa~ z8&AK!yZv`>qo%}qXwo`!QkjzPQGcODSK}MXzBFY(Ub-hv@6Wv?He8Do7zjYXR)Dyn z5)S8hc~K(dngo=0Lq%4adyVULwZyu30|{vI8(QyrCXh9|y*<6~l4PzvneSiPS^3g; z1;rX6cd){|BD@%58iQ!WEW58WGv(%5!}}S(pj+W+z4%6p_B<=z2Ti%VFV4)2R8?5b zC=j_u=sRi$QHvDP@n|TdQXh;kE1v(Y6?k)jR|GI*=8~tOj^6kN#8W|CHBu^NisX%R-@$sD?&@v+cBAfS!>c$%Z~_t(4U21Z7S zO?uJ~p5=oj@J1RTL*F9*P$TSX?16njG& z_b&^cKD;3&88Ladp<2urbQwLa_w`f8t~M61Gpy&BC9T=+^w5r50b{k_4uLW-s)D1# zF$_#ji!ksJu;RC=rP|XKXuIs?1V7hHCkwkQe*-oz{p_oe{nUftBK~UeYb(S~Cnuh5 z*O|eH!`%Ma`Q{iMjA7oGLv+f0C|V|3!?`2q53?b`9fX+DRtVRd&Y*~=b^GtmA2HdD zDSiC2*k*WE7=ep+U7Zd|f2n-wAakAP$J-yzm0P>c9)EtkeC)<^PL>nzt*YFo7iYP5 zk%NU6$+F?t6YW>f5VO7pg+0xX4}C#IWr?Au4Q9rBdrxkt1Q~zpaYA|(P+N=&hs;~B z7yf)a%dXGN%Nw|qGNHur2*z#T^c^1#d7vLlL+U2gm zbx~A_&-{|>Da3RR<_rb#!47ATNjUh}9Wa4ZLT9)PPhKKDxP96sf_^dG^)K3EB{AfT zr@ZOz6dO%-#HJ+e7I8}w6DT4A-&8m*MdElW4HhGg(GyhVd|{ zP2$&Wu{G?}e#pL;`uB4rC!I=cyvMqB(vA5e#Dt)YMEHMZYmXJ`n+P*<+HT{h`Bq@2 zRPDa`C^5Er%%4@yO_nUis6X$aMfFoNy8Q$YMy%mO(DpkLFR-d1>FWOO!JM&r#P z`Of;4CiA`7L&{QA6JZ?p-hG7NVm3OLlgsVvws|>(!l<6uPRu3d(}#_CiU9 z%hFf_#*Bm?s^lb#x9=f^gj@3J!K zG~!~m^Jj@pGQj*>=?7Ime;3|lw$ypEne}RqZCU>T$xw9j_SRP^Lq#@D$3ykQTaDp& ziGwtT+Ev0!&~EripGyTvBgHp2P5L%ac5*70TcuT6zA=Qa)RQO`+6?Qowp=(!yTz@Y4y4S`Y_hzd9$Qm^YhfJih_=@mBwQSX9`a>bDg*x?AZe(2C-t4A@-g z*erUoWI`E%c+PSnHJT`=SLmv6LLzrVZVcu-bxK^6sTF4lX09+EU7l#;u9PUSc^kX! zvfRQ1*?Z!QRmx!rMw@+#zC;J*)((oskIQ)gUaiWqVMVi7uzN5iR5m_Sn`T{f2|CZ6WBJ4Laq7zU}a9TL%qd=hD!qH!Tj`grO$t&mH8 zQBk^FX!)S?R7|nAoqu$m9@LZxbvc*|sT<=YoA)4#ebp^ke^vEo>~-L2mzP9Tg_Mfb zs_Z3KtrtDFW>RTfr>`z9G$xqTL&g6aXeTzUymtZqbUh%iDJM$4#Z#ojQn?0B6pv*vEr`iV{6@>KSJ%Kjcz+uH`6owTy4w0gjJtH$``Gwyy`KKc;(i(fO?q+`T zoAhP++eC4TZ>kyeB^6E&C}%6!yyY^HAEYPs80vfPhE2xu&*;agiXQ)zL>i4-{Ngn{ z;;1RT={4jGQW?s&&F9b*cN!XU?!A9j#^aaPgAzu&2QBgfqNa=SS*)cURGnl&|BSE` z+gQ*{dN3+5^5F8J{Qio`+gM#r5M3|Sp4g8Y)%js*KvkhJ=e$B^EDFH-!Z|Ij7 zBHv20YL7I_mk)2?2#s3)G*#Q7A2pjPB)>0obUmF5(y~RXJ(~ArZkm|HK#4v5#H}^& zj&Jqqo2TOy@8yd&2ZMxum7bv?ox+>EeyPu1S&p6dz#f5cC5B^3hd&2fd3k)|Eo*h= zc%l*2H|=)f75az!0zn!YVwMw>=&swz{c8XG1Bi0$B}p*?%+5FT_rBNqD&!;(M;6Nb zIq?TgS2h=OE4=S*1vnM>`56`K_zN-3A#^0EzJ>S)*f&@eAN8e8m(?7L313HCqddM- zIBM6%21J(yc5c(pyznRx>`ukZcd`znb4#bGfB-fqoFeHL2nD140LL%9WZRV#jBSm z;#ccVbM&u+d@~vAH1dH>u^h|@21eJk6onReMop)u^%PJp1^81yJgg3WILeAah~;+B zWY~^>@dReGF4;83TTLCMC2M8b>gKFh^K`c`EXBFEL%HeJw17}o?Yg-l6rd(Cy@*TV4A++kb&a)-ymk+cyP^=xlL?OYkX?T|4naZ$hf{oR*3 zMV2$c`kNl7y8$FPUEMfJ6QN`w3|6=v_FTmbRcjU~E9b(Y;r{LE8#|y)*sFp0OW4U#!M05%4fdSXO(45`eMe)aB)KPSTc zJ&l~N9iHv+{@Lm*S{`C~nETU;zEQEWU8zAx-1|llcp3w#DD7UP1Dj03C@<}AK`Fqb z5GPz_GhAL>;!@$Z=6Oy?cPv`3(EhDUxkdo z4$u8aT{)_4jHThKSFaHsE@;}|UM#^Zvg2@MzwkZ-SLG5HKghsvFPJCn}-$*fX?9(F$~9z^h{beh&yPHlx)do0qx_PthOqK6aAG-F;dWWUtJe za;%L4bTtPqo)|uCa%y(O^UFc^=HCAcYG4f%5+EfKcqv2t10s!#Sw&owV(YvAg^&JO zg$(Z~v<22@3Lun%JMGbMdCx`PJw_Kmmr%vHgJEdIamd=FHEfCP1y(6RY@L_ZD@yVl zz#6fnXgt&mWJi{6fvaq;C({W+C(on)dmR}nawA-zKYQcgsmKjda{`VMu%C2?8U|u% z!Rfh05&}jx_l?<}x$?Q3pB(2Yi7cSb9zI2%rUPg&9t2LtmxO)Jfp3J{W}tNAbvzD5}UwCl_u-VFu4I3l z@O3UFLNPba0I|*NDzb)}RWEw8?@~+>_7+!`15*p;&c^@>?nh%64V>TaJrUg;55>}| z2wGA6)!CWj-B#veiX7<%>Q#BgA^Vr@W(+=WDdU;J!Z-ps8L8D4y`59>YZk)RdNl{3L}f6BM6AQ^Q<@#NXdNeXSuO7TQ@ zXqit(nNlCgSdKu_rV0Sw*8GLIBE`Epn!EZO-4Aa@H3fT=yA9!5@ znW{)v5d~jY>$T-5x&1H&QWsGsLs`h6&G6RGH7JR5pg18UNwqpJt%B#ux#l{^E$`|= zz#5#CC{u71$6NkFvkaCjB_w$i#oF`=_t**AaO~Ym^Wb5}Yfx0))pzY0la7$ZIqabK z6E|}fB|TRl%^nKObbw5kk8^RTGnwyHeTxURPF0<2$eJMK>3w=2U5d7;8R~G&cZFbg{6pf61+o0 zWRUpzEjzITw2!zK-)6Y*RlE?O2dokbQFY2?YYH6~l(>kE=*|T7x@-%>6;9J%-=|Os z+WP;rJBz&sc05;?HNt4Vxt`wBHi!2>fw!a~2O({++N0vRlCrK1ShB)y%Sh1%1652I z{aenp2x3~yi}TZ5__V>x_+!~<$slU$NIr;i?wiZ|%wDhq>^djG*G|oA8732o%@Dy{ z_+uI9!pEkNgkHpoyhH}j!y6jE_MoQOwRT}4r={nD&OTdA>|L6X4Dt4DWX+(r`}%;H zlqEUTp0wJhrX~0;AXcBv@hYLwU5eNkd6l4EoectW7f&V>-s?*-jfzm}V;>9NYBb+a zZW&OD*o$}L+sU&HR1?W41UEv}fF;|#y>z&)OT$T+@6tZClu=y;mbC!4@7?WV`@ASU zuQ%2wxjx6sfBILWG?qa?sF1vh*MX$c1G?JTEEe^QNGv}|n@-RVZ`{6WUS^o;@;NNS zB>`u&fYdWNAaTxPpA&|iN=MAMO_XMzb~?yoq$=k~ioPb{?*++DngMTJ&bnqky<2JvO1LC8?D4TePM2HjiEhGk(DI(@ z=P26EPnBGpJ`PVji9eQ#27iHx*3jR)%lk{+g~pt_oR0v)vkUM4 z;Rf=KR9Hwz*i;;lC>ebO0AA5RI^WS+p~v1VHesVe01;3~z2W;O4~s#5|MOu|<|v)h z)4?HJftRh1PD}d~^7)ccd*~7Hkd}l)jIZzx9%?gQh#hEi7;B1R`lm4mz#%QSEDI?P zfra-U=r?Ex;#GQf1S=>26QCY$h1GZzZ=i+_(0GTtlX0NKjZ8fik)Ypao0cg192&IDcIw>6I|n$emo257Lj1OCunw ziy$Q!x1d15wHYj&NlOgOaK=KShkXkG>C!Z^qXIxg2JJLER5$J3dswZdvgPdH>`rTq z4Z7^U+9?$Q9R(`MvP`iKsLUk$^kr;yyO*grQvibZ@!wh61u3mGPTw8_d%awB`p9wC z0JAY)@Eztnj9jlD4I^WzeqvZVc%B@=?%6MibglCt2ohP3bnxSE>sto)78GM6pzS9k zL!dNu2YM8vIkIf|Luj#*+qn6BIx8~g21*+^|6M2|$H#w-)_8WODf<(Pg8M}JYC2fF z`=zK|#C5)w+zB{*b867K(~2>d^>moQNHnF2XP5vkQ6WQ7fnzzuZkb%w8|Y?tD9%Q* za9$JTKAG49`FFq9B2BI+Pq)M-YIWI^;x%Jow{#+!ej8?}nVkm-z~pM65*JH<5$6^1<~IH8yfN%#EeCM%3v^=u8{T?#1{~9SVC0?u1`2PU^U_#8wpJ_NPT?JLfHhRA zvB6WLzWr4yPQ6tp??Eld Hy!9$OAi+DXwXU0p9l8;^YN z!LATalmpW>O2H>5vOO7XQ!Zm=*?3L;sx|#0jS+>2>nb=8rkkmnfWYL4(qjOZemWHC zeIJ_d>gCUX;nefz8-Dq>V9Z~eAL!CM!3403B%)t%D#ktz8Vu-ygfZ31zlLCZil(Z@ zZ|2A(f=_MT&V6c{B7y!0_ zb&by3uyr0dCwQU!5q9se?FXMtK>K^6#?=Ve0 zFG_1!BS~aEN=?oP~p&jvJo}lEu(JzS{deh1O!LJ7HE zfzAN>pz+}ldQ+~sPZ5C6Q-I31mrj3O)qeaO5sp_(D_Cd<80kBB#Q z#i57kBJjT^D05Hg?LBhD(8Cpy8T}@sLSa z99Z6mW4tynW1E(eWs8^h@ZB~W7{z_lOp{) zc@)ZV48&u#Gk8=v310FkA&$71!#BWl6%wN9yM?MpgGd@Z-?pV@ai_4)<=>y3esPY* z#-{H?In>K>P^m-_VjKdAth$!$88r!zuW*I>6o=yaV7<1@55C3Y6#)UswDW7u+XMRs zwvc;=wzI1zb3#nb*bL-1SorKzlO@Q|jPlLQhe5{JHa$*x_XO3=aQB_1CRnE>*(LJi z`|ukO&}GQV65P{ZPUR`Fh?9A(A-GVlrAN?5P`aKFNkrCJdsQ&5_sQ#xeAl&E!Nz*4 zAma~amGpHEj>x1-Cvz?rPCLTLRwSXuTv;1YM0Y|;N<|kdS2{p>UMvqe^w=OW_AipJ zat13-+NTz;&It!Y1Dbe7^AnXJpaHBR!c;@T(5q; z?_@A!@5<=BJ#n2pnMh7xp|C4J!tZm=+`tCva2C>2VQ1l8#vYxo#}LeYN$(Ke#$Idd<6Lkf}E-vUaWa$kj7}jsT&qFiV00Kw;jXex^R$&U@0nA zmKrWgLdD7*xy*^M(=s5R^&^UiUSO%7gif6v*Vt^pQl_bq;^h)(-m|vE6~-Evbyc;X zXMAOWtbS@`9sz#%F?tcU)bX4KSOF|;d;Ne@2kfuN-zfY9Ea7HeBau*}c3 zWeUn*lmW~A>dKNFn0k5!3XKM-ic~|1<`BOa<)94LN-5)7#B=w>SD)HA&{Wfan800eXgJ1~Foe^IC~tKI?}N6C1Ew zC$%c1;VtS1+H}dIM66TP??_zQAa6XKNet3U-P zgi8R~k{1FzngXfd7vDNjnP4`ZLg{rNoFerYs9nY{xLGTrvFf{U?ZWa=Z(_O>V5XWT zwcEJB&u(lK-IslBD0nUjU{6$~vavN={96@34n^HT&xkD+)^2&^ybyW~21DHfx7EPFtt2nhliAYrfXzmU{F23f3fkCh?SF-nh# zJ&duWFwZ$PCzK)wl8SXKbq0 zG&CuWdv`wyHBAc8Uy*dQrE_7PIc1Q}slYhUB{2A%T#_waXQ4)Q2qpr#%%`_ftd7Y) z^>ccOpn-Jh<}vinIM&8?!=B?P23e9wTNTlpybI?AqW;g-z6GoiaIP=+ZzCo0hF0Fk zCy5#r<7un8p1X2W=+b6{YQdb-Kpv z_>*QyUt>l+54m=F`nS%CxdN92N|q&&fJuTpQq-ed)nHBTraIU~qwdnE$|U)q$Jqr} zm2nq5LKj1xsj~!oUnyT(61gCOmxdgzhSx(*<053Sq!^_74PUk2u|GeaGGAt$?P!J) zC_>?(@~BC2Svo%WNx9=>o9^{Ll5R#dva&aiM+Ajs+K;XhQ1t1B-aUJn=am}Sk&GO5 zp7t4{<4mE|K!?G{W$WMt3Hnjnc7jdvPlsH(7veLN2Zn(>YQF4d%+_t^N)_Hm&m(Yj zzK1rcBV6*2iiTHLVHTcwXqv#XU3hDF{rmHCt;dHpo^Ia3_B{Bo-Fq9VDA-a$e~4#s z@bjPJJe3=`&HGc3%v6TyZKT~`2BX-c3)!I$%9tFdf| z`Nl~`>qU@E_KPPdg=j0_?((DaJa<(jux+t$UHRf`ED9p4oaD$mHhqKrNScZ{w&%x> z>dAiM2Mp}R!k>CmZb|@N>UwDZ5P54p4-zS>4Sk#K4?pF@zTopDc%RuC@QuR4zkv}` zMa-x%pwliIPf;>M!pfeoIVm#OUz#HQ%;7-71NlK+8vXG_wnnw=7M4ivh!GI{s!+=| z@gYfFK%y7TR5}^Dsw`}iUF(}2Vs`)lfRPKssj1~`ps+R(yh=}tb}B5gqdBT0P+KOhi3)mXZ%>tYm;GwGGX00zZNSX9YTmq?|a8`f|pw{WRj+*(D=)*pB12-Z23F zLN1&o+?TMF>>$XW$MRRlz4xGl2*@#N$ga+KGTkepao&<$9oTdUc zkWTQ{TcC%zf$Jpd2GfPF4}5X3A6O{Lnh{^i zQcVrq%DFyLGUA#k9;B}X-I4HNgyTbo7!?VS_hI7EfP9}qZ9Q1nVhrMB5)g7A-R?pA zz9xKB!iee6qWp>g^391$O+hpqYpU=?iZiXd9J;A4^6{d(o|=DmYmoGfU}wY@);TCi zYU|PJU3fl+31}_<0Gx$0V9_uuGmB!$R+)IPE>y$J2jPweI#lF1s>TI1#Y?2S0x0mliFNKXKM|p{TEtgb&5La?S&cpu^Cak_?(3yt!iJhP7>jKiS0_TC``) z`1{|#FZNh!xafFRRtjTlx$@EbSn^-JiCF9xGd!H8>5ixW+D0GQ#9l=~!anAJIqN^? z0o0M{J$CkiD7{Xm@5)h+%a&VNdHeE#>hv-MRp%+R!$C!r$gL~SxwaZ8^y{l$*avah z9hhNI@vHz1m1>b8ZE~f8Cm4;GHoSk zmd$eabkj{!P-tdBTn=q3yOP&EkR=v)`7o+f;WxTo^ z6!3{?dpa?Q*mm|>5@9DQCR1oVIf1%ALa|&SnvdNGOkm(-Y}Nf{#Y3*ZI1IM1tCSYM z?1=p}zvoXc!-0}yE*}mmdGANi{I_+|z-%#^JT8hKxraUX5KMD$TQenUN|(ttu5cL} zJ$uc3CAp-Xj780s0^56O!4jby!laMZ(q}oJT*A_xO!XL_B*Eb3L6bWzB|)j@PX3Z| z%e^9D?-)}9h&?0gfz%>8$4PGuMTd8jHz+L^*8pkAo=C3=3W~m@=1m(-o9>9Q9cc1& zLuv{?&b@GCwA3Z|ZB{Ne0<)ndRX1+fu~;K(+$qM;Ql`9Klg*;GP3X1J%W=nM=TE*v z^$CisvZ2a3jtmexi#d)OpvDkhWy!CCJyIhIFPSyf1UlO<8&7}J%Y9uE#X&)DJ-+2! zQ3T)U$mN_P7wIb@?nZHt9}xS&*+A`FSc3KwojAdqN7mh~j2_=z?|ox0=%*_9z+QYd zkW^TtA<6R5du7UfTy9JPF;P5kklPcu{)&9wvp*^Eo7Hdlv4>hc0shm<)| z8?bWD@sJzPfCmCaQnu}FUzD(tmG0nPvEzb{rWm#7&g0nJF|Ni1m6thxMCB}7`T`HT zYJ)w1$8Ph=4%}{jC%$Y(10S;)QG`rbZxs+Nar>i(ewcg7VnepN@TvXui3x?U`1~=b zFh9Y_jK2Mz{)+~WBJx}%Q?hfLab^S95+gZ{^4H$09kN)zfyi@tTgs*#Z{S}@GqRg> zrF>l-OK5EaDQ}-9@%Jw_jk?8GgI)j@6z6|mMHm3BFN|{t`p^LN@cy)WDQnIYTQUwG zsaoSk4uRu3^44ovFuj)yO(soj?0!6U?#BJ#*q|hncx2;89qn#MRv+bmXkm1{IU=_`RBTunet=lzo2U z32hp&;oF zxx)R!pG)u!tr2Jjk3SP6bNi%C^`>diCd~`5T?wy#z5Dm(#Hs|WYpi7nG`K5|#naZb znd|0qDiq`H4h;T=*BS)9kWQX48)fk2s-??E?$CT`ERc*06?s%`$6m~F45M?$74k8Q zM%FY79lvq=s4xfvSWyf<{WVSL)mbL7qQx>_KJ1nr*=O*W#EwgH>x=q(YF7XqfJK!> zXGR)@e4lj70ANCvO`rkvjzBAdX*HYi^LCORCuEyKPHgbc%DQwhXn+OsFIcKDY!Q4+6OLW%QGOhg`a{8{k2er)8&!gte9RMB7_hXxtwzl}L2 zN&2|coYXfH%g|mE(YNP&SnLEgu6c-RL27;<04wC_1MYxB{*(Wve!@fkvj#A5mkE z2!M0)XOkTrOnS2_!{bRin&SFK&{mTsSHz4hsvc$7#bg#;+jSsT1LE&2hPFvgRN{dR3KDgRZ9pAAif zr}mZZSKQe025X^(Pgr65C*VV6?ArPG)}&J$G(oSUyjDXKJb54W|L#^*Qg`M_fqf1gH?}(-W32eNBMLDcgL+y zJ{n4eC%X1mfs6ueRW}B@Rj^+nqe^^#^Q(-=BOYqJ7l0Q}iVCfEa^AvzOr>LrSvxIg(E3+%}L0lsVPU+)p z*(yYi8jvW$r#0e$nGEZyeST7*AUO>rX@1ksk=XY2l(^b`r553UucFOnF}x5WMg5qq zYDQ@R#3bm?)@bUJdKpkb8+;2tX>HA;*9^Ed=p(6xBEkl#_jQzD*|;1&H&VnGamzY| z0b5O>0uh!O3=6JqziUr6y`h}Cd~P?*0eCZUKVo*Fi1X5pcq)IfcJL&BKmiQx#^s4M zu;j zg@I21jSQWM-LnI~$0sae|ARj86XD?BA(k!*RpLXAxc8`Qg3PlMN)5tBl1lUc)!ui< zWBtEvb48()Sy5!qjEsz^i|oB+lfAQ7ii!%^dymWBBSJ=n$cT&VRU}(wR7#%ngMQEb z{C_{M*Zs%+{jaakEBEvyN z$3&MoBEb{1_6DOX!*kl=Ab_Vk6^PMQ3~A4ANm(O_)ird%KY7QjBc0Dy8jZZ6LCYpS zUzb(2c$Uz^>eLGYrY1!7Tx(tDsXRBlMs3bbKTFbIZ1x!LI%njB@Ii7NNgp_`qj*8c zX~?BMFNR2>FlXeT7TyYHePT>*KD3gP(D{$QV}j}`jW>qEd>XBtXr9efn>L?-97q}u ze>(F2{`61`WU;YgJCKb((BS{}JR_b1%2(OlG`n(<8Cz^|#P|tFK$8{cLP9qv>;;lk z1M5=1#>Wsxd?o82!}>yYXUx!~a6qbsS=)+;RWPP)fN)%$>YsThsycLVb0{EXR^}&c zaga`3!#SsSFw(WTAVhZrK%ws^dx#R`=v0sq(uv_V@v;1gHqHfBqQIY~SVWi!`p$4U z?CFW9Mthk5Ky+tXBj^oAhm-Vk=A5$zWT$TsPBQ^Z!$n)dGq9rHB~$|Z1&ktCiv54@ z0JhJYFx`fbGkmx0-j>~>2Lbt2ORz?4ah$mNMZ>va@~(2c^XszZnn9Juudh!UwI4r2 z`_g?$w&6OuTe8$ zBS#wEthOQ%m}jN>fmk=1@;SwuqPxGzIL$%G3PEM6$F~|po{8HE*ot7dS5c{{Q`(So0+erk@I~q2W(QWx zi6+Y94sM?8aVrSI-Uo-JQio#!8p6`RO6 zUi?HKhOsxH*q^U&5D_W_WO}!%;Jl@6rEo^T(~gJuFCIS3YhWo}YSQtoe?2Kpbq@EU zgdzGx&vg{S7PNZR2V;cz0OLzdQVZO_Kl90u$;-}y zY=Q;M5cF4;sfH%vyE0D8uj1A=w;G z@+2tWVDJ1Ierz&~N0m?_zzA{+5V_9G*q8pf4rFw_!e@Rtbdh)ODT1DxZx3vx9(`y7;<#SbUJPF-V29uK#0p?*G!zi-*}YE}=hP~|NqRvFN=K>H zfEWJi-fBf;a0ftll+|1RSo_%f&jqmW3TnOocQXUHb~M6w(8M|y1F!qY6ON$lT-^8VQ*) z^s9v0Dknr5TP_V{e8*c&=)702(LCo)f`XSev;Wr%Y%|iV?4#ue73D{Q<{j_ACt~KY z*GEz!Sg_K!7nrp02MR&;Qykz{=s$;KQ$R4MIBO43DI#?MsN=RNM=he>P2~dwxOlFA zEd(zMClMAvfe-J-f+AIdWn7uvEmHCl5Pos~n5dcZ`n2c8$oXXz*XL)S#~RK_+XELn zmLYS`9$~r-GCTV2e(&Z1-ze|K$F3}XfBWAGkp!sh4nECKHjga+8A*S06`hbr)_y|B zmKlsu{05bU#?E5prDoIp)}tDu`H4%Ga*+TCG*R+Hf9Dwwr1++qi`?G6}$#c87 z(>G{&O#^_uq`mv$E||Hl&Jm-QSvm0uw4j^`3P(PgfrS^a@&LX3Ajk7}C`3r2=q)@7 zhL^BYLm4-snP^=}8ig>S)`KAg6gcTtI68v2OwQ>-C~#f?$=(9!c^yV85DKy)^YU=1 zAIK8Ao1n(8ob0JzV-qEoq!c(8eyxvChVBH5ze6M89HzY)H0Ozz$-3k+LAL{5qV>(R zDsu?P1Twxi-uGF}Bcii=3vw~%SrDQ;h9(fW5tHlHsR^Q16XrFYhm}_ z&Wa$@ujg-8YtV|MC1hv*i8%#YCdiiz`f!7QGBQXq(e1`Q*!yUi0Pb1vqQG&uXYlW| zAx|}P0lqXi9J{Uz6%OXep1IamP#+{kL|y<~#=hDsG@knU``^A zTkkwk>;T1LsePPvC0CT!lt;qSD}<2<3dN-E*+-uOPMlM7O5~%`iN1}mrpSIZ(;aNg zKsp@VX(TWZx1OWG8 z88Q2f{f%l^z)mT|9B3=f;?*p5g^T`tb>h-x!xy|~DK%x6Nh8h_AE+?Um?Qm*bN*?u)q_*^_g(2 z3$m?I{082ytg~gHKAosPJXub>>%A8qsGs&D#e|HP3zPhJpVSyw>oBsUz5e%8~oNrRx*VuPRg$MVfQ<#Z9ubGI3?D&n8KEg-@ zxsmhR6fif9pt&}DE_C&spk9OGkK}H570_<^Y%M{RC9)qcTy&X@rm=WUCF-RT;#+iy zzgLyjUC74JlkCOkc!SlonC1xVk1rvdWfj$kg%8bJ`^IE8uFzG_D^rw9jn*L|#vffz zo!KNb7JF)@o##`j@Q3TFx%Lsy7+jV*g`{to0{#ntPVnh|8X>3Dm3bq1=C$iSP!TZS zmRgqQMhV&tseQ$=Yv$nz{f7CW`_p-Do#jKe@-ebcM0b39uDtEsFmU;}Mq*N=JR?3u zX;|v&F^{mK`7SR|^ov%pNHJ1|n`uYUl0HwX|Ce?K3X`h+WNsfBcxsxg6kYBWh{9hz z(Xumc|LT6#M38(wEpA$Ks#$)KPU$#c8oF1y81eHXt+4lvG~}7JjlJrf|u|iT>!ORC%SIS~FR*{Ubv~bP^C0n0VS%7G1DvFW<`e)E+u+jj-X!v@SYZtQKv{0Ig_ycSLi z@u`*h>-nx2NGonScR^M?e$}q!p}%i-Os?Y_o|ZpVx2=BOn-cUYYD6`!fC`TqYBn%+ zR!`t#o=??4wa7DYk$RSyC2b36SEKYcaL#A?Rq8Rp0X(=PT`oW#|H>77#fOkhtB$7h z+6%^yCs*>#fLQmP1Y6m=d+sM7=KUK_xVIlS{Y@Lm3j{Zt<2MxRHS<+^E0j7>S4ueM z$#Xb^^+Uo_eslL8m)Gb4q%ZATi+%mBqMR+Q^nmWZb?Eo~WMXPw(^fzm8K+vjzuk7^ z8kQk+t~gtm3Kmux<+5P+x>lCRt!Eoxv=5I6h(q}<(e=jj0Qs~kwr-E8v`U`hRyOv% zRg-?_d)65?NirZ^GZmZ)Sz^6`=159;8%8y!@5Qf2PrhqE3k8XjkqRo}<0lbU5+1-) zwM+A2`8eYY1uZIZ^RAXQHf>=Q<(Q8>!ozz_4u+foJ8zS|>p!V%a)Gj~c~vZdTS$>n zI@B9xnOi5L6XfGB?|LaTUimDkl`Ta`!<)}*vcng1(O+P5=}`(NlxP77$b4KFU?k%? zwIU!nEjK=GOO0tE&E*wPw!AD#qi^3sq?U(&U4$19L@yS_2l7t7kc9JR2@fU0u9<{V zC}0jDC^65+e5~PP^WwZ#2U}~A-r2$Q%U4^=CgX;6wAUmk#XV-?+L`g9Ljyd2T6?3M zz(ei98O{$awBt6VLAJdzNUi7k3FGB_fH!s~ik>o;ZeLK~mc7a4IU%@cLZ6VzcfieI zKnlGKF}979#RkvqJYeg#4<4K>sVDFK)~VWgYkp}J^IWVX0=s*`1z?N3fV}YeJC59I zkMN$=8+jI{0+dU=;i^aRPO@5d;p`g0hpp&eIfH-AwJhCR`;nRoMg09m_WV>n2oS(a zvvZQ$*@fn#Eq7e!?PIG&sWlW>5N=;i(0jJKfzMo=y@iz8gwg_SwxH!L+c zJMf{H=Cy12)gN~2Mw)yJSSEpbORR!TO1fL2Ji8xZIS9DHJhZgMi*l)T)FX6FH@5wF zqMfoNr@tKY&4+l98M{hX@i68-Z_A5}D>LM(+1{9$x%{dT;36EnY&w$Vps;LXrz?0{ z<>_l~rmIQHqxadDrvY#7t~=gE^LDJWOIys3)r^x%kAZ84eLlKSN2BZdeU4CK-Vfj_ z6++sdakF+pEzdVUX7+CPO8I5wEu>TwCH4zkeZB(_$cb0I(O8n(3g-59L}S|Z3#o?W z>SZXzccB>y8Jq3VPh><~CVHcJ>iuo8WY)W0p1|G>msS^;FUe$Ffp5WqRB|3dYR3j_nb-pQkwrGOss(raUKGDY>OyV6Z0b5#K3D!`aUG9wW!s zt)&fqMn0F9GEmY1gEvs$NwqH0RGYt{V1(4+5s6%oGr|?7sjBCU9pN^Pmk(Z%D z)y1dr*fyloX$1_K*SZ60s*mTlC_mr3H4&W_J)SoL8rz9{15d}i7|y!Fca;0r|J@LR z;4q!TefcuR>Sgw{(wCpKw(*@FBq1nWAT8^-uv4D9b<&M!2*c)i^|bDjKxA$B52^eq z=tp7&9>#6&wT2ukG`hO5rQ9phQ%CNB(2Q{h#}!>2)f88SaqJ zaIHJ;YWldS!$+v0dqYv(5dUR@{zJF+T&<)Mq1NAYmk*#IoWM3#P<{Qmvg>^EbDm?P zvm)16Wt61n&522h+XzD?M9bLV3+zCdjD{~YF0&9n*)m)`I`R=>Y&x3dBBbqNBn9 z8RFLqsS~*O#~c52|0{xp92=#m^s)=p(>R;%{{&-946O==eP`lVIpN34cz5pL7xG%ge8R%&a}G};34WJr>_vxTIXsG_qpjtukzx6d0k+Sdx5S_7W@ zfLt#4OnJdAz*j1};8B>2kRe3Gl1c!2dgt|SI{XVox5F`aUH3L6MY*Go@A?Q~#H{i_ zDuE$OJLAvrd3*plil%YcV9O^mK^tE`tfMf z*MH8&@J=?U=f9*#?{5dTCg-!|5WU&7TYUBZ-Z;A|yz%ch z|LoJa|9Z%CtAZ|bV*Hl1SgMv1{i)M8Qa9vrcn^uqbnS#+ITJq}TXla=iL(iXW4$Kd z=g#jbBW+s)aBIK3xL9;o@%E9U9)=M3J=ois&qbU7kIgG~C2WD>Cur^HoSlN6L%>=d z9-mv8H>F}G!rR3>Ie8#xMsQ!m=EL^NqJ}i&?ojT0uk8GM&~ZI0qSBi@* zYuQ_)g--sXNB9H54tu-A?en`2;BKqT=npj%`fG-HN>q+Nt*N+~xDTD6(L}%!%KbXq z&^Qd0p~4KHiz#(G?wB=|xsqw`k4*cY&{xK|Tr$c1G2OV8UBL5zZV^TFKtKYQ(u}e_ zn5dRgtAuSOq=BG-;Otq9o~gQ;EfE`vh(iOzhSI?N;NI9^USEAF66Ds`EB+&W9sno# zK8xsI^QU~)E%*kegnHGNlB2M3&!q8Szr)2tF`#QGBFXox1qF5FFZBl2-~Hv5{XE=SYTzvZ` zoQ?$S7I3Xdp1cp8Jp3IUi2!bPZf2Uxawr^y9Quurgsc6FwA11BNeGg01~mHngtw&+ z4#x@niT5P_(BVwJ=SSqx*TH3fH^NqiROQ06t0 z34pKZzZJ~Rx4X!agx zon>Ybo*Ovp>4k}30Ua!*<@fy+lYI`TGwU&dRSP^zzzrA%eRpUPyGdY+JnF^Vi-l!$ zp*w-+v#1u>Nt4yelt>*7DK!}JYBBqzBG7;g(!L)pp9u=V@AE^Mk-?8@Zpbl!Y$)B? zZg(`|d}OaVf)!@S&i4J53DA|mHi7uafRg(@fIeH3f6fK(ACAb`6S&#TJnysD z$DUof@fQldW8g)R@LA*R(fG7TMaK6Ib@u$-KGBsDIRg-Y%i|6LPnf~dRQ%{im`I$t z_)o%m)TsidtvJ>X=iWvjCYAt$L#cG{kauczt_ETSz-xU#jtrn(-AK&8ITH(GT;Xdh zi115Smm+GNN6My(-!X(C@q{DmRPET@%~*g8^`O@OA&kcB$tHmm;!TW z?Gw^Yju@wIB=WzW_xozB?E_hHa_b1|T_D|By-!~oJIzLLG`sjD1FpFk7eVM$59zb# zBLQGKK%yr-{uW`l!afMhq>b_Ciq511h6w=a3j?eN@C)TJlb2=Da;6SZ94XH|oT}mk2yX3eTP1gkVfrWj3}@7D5zS>po*X zuk$D^*oM^pR?M)t2 zklZ%`@a)b6#-~p4m-SZtZM6`6aj*cHaqZgtNhaepxD$L+JZ9Oo%J+m50t7zYXwhhC26`LCh#WKVx7*Q4K z@q^zu(pzsA$1z5v@=>_N$K+{Z2j{Xr+9{$MlaG90Q2NT;iMCraovw4x z@i+bivr=fv=y+DpQ^9YD_y5k3B&mRA<_*amTEX%< zAIh365ufsbJC)qNB?nS(EG3664~%1AQdkQR=8xrwhGd^|<{L|GLl_?A5TlmUa4Z#r z50(Psr!}#LO&gwn4;n*2!sT_MF{rygPsQ`Yr75h1V+FnQtfE%inQJR2#}r zGdo&uij|(ug4JWZy+gP`E(YJ`ZrzyLv3i8faaK7Sz+INoHV8gfrLq4RfZ51XyryeZ zBVV*BqHi>p4}8K|#%Eyrj`??bYZJ2eNF&|E_B@T2=Y}w0wlaELhwP|&^wz5TI_rXc-ijfz=ArmIK_WCX<;*-}p z-t=FN-BFiLE|$O9y>`Wzh=~8qv4EYZqeTl1+w}DQsjb)KjcWXyb)5QD$MCPU#6Sm! ziYC4e-uCIXm>LwdAGfozFs)+c&gh-bUdm|8gxTcoYaQR$$m9+e-^gi{82Oi`3VQ{4 z{>2GOE?X_NSpUXgqsC7WY!`h0Y6A~ZIf;6)^p+ZZtRDGQvtT=snZM8=kj26s&gZ+7 z?Ph63`d=r|RJw&+Zi>yD@OTRG#nLMiO#S1E_QH7HE9K=k~m(exz;xAUl%D_Ovw@i2QepIBq2WB&^P&kO%qS+u;cbA=RP;& zof?H`JJ#Pi+D86WhIs3wc97iL4Wgpea~;y-kG78nr9Nz$5vsj_INwevNbpOP5GzxA zb5E*ox=p^(=}Y~mi2grIHCDhQv*LDLW9WEu#}YKL_M$Yj?T2A!Bp$NsMkQR<18;>! zso&Z*W#@0h*Y;GoR*GW@o|8MtVGZPUurUATHN?%>i%avg1S-SnGmT@{F$bZdhGKwC zSM_G@i2o@X(IIXXXC8JCg6riZbdR5jMZn=GCw2Dasu|pDuZ|@76s_bvxt44aKf|c8 z1XjW+4XsS`5bP@x=$mPEMM3iB^HsAcUx{f@2j|Rx;XDi^_^NRRqEA@Ms@C-;UYP?4 z%60Frnd~b398*w(uu>-!|7z(a$led7LodmE7OZ#P74weK3lO6W7`uxLpIuU}gU#f5 zU5HTW-%_aCk4a1b$$ep&HdHH*HqEU`9`13*W6HqYu@Q90egUy724@e0;7&Ad`qR*3 zCjMMV&AdAB0in@fq13+x8*PGY20kG8-R+;ShWvgXJVJUL3lW#N+15Y=sP&mQwglso z&UH7epQDkuXxVK*gx7#6fH;_lRDf0;>DdDN=&o~^$H}x^jmKH{_%`t}-l@OELIIY> zJn-ExY$On!q});y^abq70$XFN$sh9|TS;1O*?iEHM_J=Twsa_9*B#9#U5`HIMF`M@ zQz^w4qc3$I2X{bQkZIWTL9bb;(0+wQozH|l4@jy8?r*rQ`%;%XE9aP4RUtf6vSQ7; z;I>0e+@|vqv>}iijdTTdIC?HrECHQQ*NgCjGX~uLX*Kb3Y`SPCOG}3;=R>fs&syr( zxjy17dm$;2qL`^Y8+LsA~*opAApTgqf zU<|eDsOD!i#xCjE+#WRbd~E58bQm|v*9=FI3%TiJwDl16-6_~9A|0s)xUQn5;sWQAT5XXIk@ab)1sT0o*1YOSe ze@{@Egycte$Fk=%7kGO~+&dhW(RAn;4FQXw%MI9+S3+ea%Q70B*%1pFL;cy{Jz?_W zwV}^z?&aWw9qm%%4Jb(r_<)U*nUZf>V>?&&VoE`S&yHe=v`NyUbW!W z0+5BnX9wD0!;)Lo8=7{vhHrJZ+ljVq$9}wCr72t&eGLFvgN*W+&#LaeooUS8YD+f&B8Kfue4F3ryoSD2$lDK`C**Zv_ZeO#JoqOro`yPPx0LUx--aEf$6ZJ$pDySp zd6c_oQNX|3t2?gz%YVN^;uCG%n|`oyKzdCHVVcIb5|^ICm6a}13?|dOUN!5#Y(^UX zttDoEk^d<2XF?L{|K?lJ;L(2<&y^B*-3RG`1J8+vr;;jcR$Fx;K~Mf5&!gMU&IM6G z%An`ZuVyhUki`)aToiF_bBJSAr9JpJ0i7uxoTqAEqHaG+NSgtEQh9RpS?6C(rX8}* zr|^D$8q+<`$%S<9=igK65_nkcRwt>Q42Go!O(JB2)KEk&0;|S_Phi6gc6WFrz;<+! z@|;u1WVzxcxu={o=+a$HZ>Xv_VUy@X0VRk*v`q-vY$jC>+%9hN%L2dITylT9J8 z^mbyd0n=z61|j-3%5zh_T4PS3=P+o+cm2ZzCRnIfYHGyqiX;X;x`9>W)rZclN3^)U+K z;IL@OOG#*4o`}XIVTq~WN2{MmYM||@?_-wJW+3T z5(cbOr#i&tW)(d^EE42$T{iNpg^-mkXxXl|!=&wDfL{vd1SE%v+jKdpSx?5Fg0Y6~ z$I}qhw}ZU^L>j5p0KpbQ%6DR|N8JPu%aF;E6Fe82nTI(Z7mpo13#0vO9lA(H5tfLJ z$@*#$A@CJx2b+&xfx={Yqm$otUT#xLfb~2so+SPddPu3qSMZV`!x2D1 zSAw>aRRr~9BP26Q?OWJlQbw6XiY2NunM_2dIS%TKP@7xjeCK@7ueIhjStt{Z3XfdB_hEdaD<8%LqOJrYcfJyep&x zc>&Zx$-#w<$zjytN#rvJ!vP+hBl7z|bdeTNdqCLJHl$qLd5Vh90uXa6VnRF=cjiK- zj2X+V=wLWZrB$!sI!t~7t0MQRp0(v2ydk_HlA()AaUYb1ZXFB_ zc*XogKUwv$7Hz=#4-x-la9;`hDK}5;UZ0ByICYP*Kf*-0bzNKIm^#1Nf>TSn%W@Ey z4l~VW*vO;7*VqSiEUN+X#{@w<%I`4ByI`h}e~F~sN(FascDs5cVurRDlb3Zo+bUWl zA}I%%e0-$=<=M>aAb#?O!uSrCNa>K~Ae8aV^EQ-zbI!NEr0iEUy5a3tg%ejUlLg0q zT5Dz_hCxX1AYdk&IgNjB=?}CD8GG3LT!a6+IM9`#k@}ab|*9TiJ(r3cp0l%`Zux~BUZTpr0O$lk-1Uw-& z_3THmt^{hG8->{ebdl|oLgn2ab{L;H0X-bm*4*7+pTPx^&K&;_6_-d}gXB=D!4JTA zjO$%<)rX&3fJHFmvV}&CJJ7Ra92$#27mj3SdAdk_6m$~TdvPbrseubLUbNZsLz2hh zwyckBa^wz+e71pek`w(D(I=}bBL~RiA~2Qm7OnxOLIk&=?2q?ujzl@4mjIP>87DMK zsGb?H=ZitpX%a3blw5G!y@0;)5#XT5{tqNtESip~@PI~VUCCoz_&hA6>bM!QilUqi z`tDFI0iek@WAUKvOyXc&19maO)jxGJ0UW+zaa~f#Ih_wtqD!v)K*sa;rwwSblkw40 zav?EDvm7Xouu%?`3T+qdKpUcw&ob(tkZ>6m#C=)C(~rw8Qa8B(kl(b~cWv1*#Jy=? zSI(rpUBL=3nkVyC3pA|*i#y$|FCl`$ZI2_gn|Q3MTI5|py+ z1Z=S&hyyhX-x|i`J>Rw@PGA@%flkf*t(B1M3vRoM%^iqH`A}eM z1M!sE+xr%)OJ*Ack0?8V!vpUN2$|)2v0JOGb8D|TDv^xus{-AVf#}LX!G-et8~Qma zc}TR3bZ3W!_SIkps8~pEP;rt`v1N|3fwgopmwX0nPr3kf!RB(RsJoT_bs2m#8&qI; z{Ax_8z3Q*QOMc9@@IGLWlb~B4yZN|j90nZlf6l;8FV==(JNon2EJ!cTsB&l@g$n=s z_y2uA|Gnb_t#fIZymdB2ocUK@aBs13s^+X?2foe3p}GX)2?1? zi(-8Iuhf9H0!Vo`REB-Za-V$F=>D8sgyjzDg?o?!G)wsVduHFb+*o`hX|Od9_I|`8 z0#r`HF6?5s@)a_0RluKcol z@tWslz*v{RVPg}4vw!5OuaOSf4@w2;EP6 z9MVU_dlpnAgKVzjf5{OMOCuBmNXmxg>mP7Z)jDZ8eBQ^;poz2N9;y;{ke$jg5oScW zlT^S^bT4l35^pF_nL1|Vfg zVh>O@)TE+2Xhd?^A0)x1QlOqAz!Sheqr!$+g5VZNRv^>MH?MAS#lnWv()1lR_H}6f z*(9?B;=0r4c}*e833&rmh;Lx_IH&`_aPvy>D7)c>swW32Aet#~cKWI2NH=h59TK34 z!>F;+c|gz<<;k8c~dkI)FB{#b04&B9J>m+rxl7M#ym-!)p%#bD87KbFdxm zO*pqqosLsVui20z#UgFiUvOy@VEjvs8g;08RLJED9@&>S=|o%#CXUm}bjtQz8D0Y! zONg;IMabfX?_7r&qYT}P0W9!|ibmVf(CMH%hAM#KTOuDLGvdCf`r$mg!RWT{(+$u; zzPb0gWXQh`Z0{~>M3P$G9MLuN!WcLMqN4|~4QF*-Xo%ppQ_|vxAzI3fB0qUEO-z%Y zG-=`8;e+fJl9U%-pA0vZme-u4Wbm24YIdfJHxdoygM}bVCwY;O*c{s(;2}mWX!%9SR5nCKfH)4t z(s;4=W1*SGE(Mz!+GOd&mE`kAB57jdg>EZqG)A=nD9x!W?%z{E4FTRN0+vLwQM0i5_0PrJF0k&##C0a{WbC>k_8kBlPOQWYe|3C@t~!C? z0Zv97tGhaBv{Q%eWWy&)zc4L*PXUMt;UkPsCoJUc0-dK&t;e{~Yzooa%cK=EDqQma z4NTo}H=mUc?NPqp1%~7qpDPDaQ@PDIGsd zwg{xo!4fwp>(4Zhd;5=0PT0*1U(J`;eAP?W^s#hIjp!zUHK@4NjU?76X#S9g<{vv7 zGaDsZ=lY-ltj9|KybH5H@Gf``y5nC_Nv~O5M7kb%fjvMzLMax%xucK^qWF6&rF9KD z9nA$^n9(FbzahsGk>?zX1%T@3?we z@T10#^psSl!<|pA5oZ9K5ez*Glp3ve<4C&sP10AzvEf_p=|;^?m&ZembB(;tZ%dhB zqK(82%6=C`)!sg;ArlhddBxU=hsfP2Bg7}m-0~!ECr-Yz2+^p^-;{fr7u#PjD%;!Y z@?t|3R>cT0g7@p1;;fjw(pWZ2SNbx==K{KJ9u?$O@g7{@st@*nx@|Xke+@#PhZ65hVlz5rpptMYbSwaU?RTjxO>EB&2C*zDPJv@{b z_W%1DtCRJEnM^mnK~EL&pR*4=rJ_~d&US?xMv(h@7c5ac^6`E|0huIZxM<|_?cCHB z{YK4F68@|$k6mGILq=!{u`1Oq!1y!?zKxz%&HgsD3%yiqfr&u%g3)jH*whXdhjFB| zM}Rh^x_;&O46)E8iS1;xy_b5&!$#MC3-U|Ut7q{5ZxyGw>{M&{Cao|h7?PEnj&JV6 z=3Of*WY0q1q|$cJBiZw#e7>T-=X`@pA?wZ{BlwWooSD(7(W<=NUUO0tb-0?^k`k<+ zLWMxr>;kh1gp#y#8;gbR-gQ56h2GUmGXI{a!3hJT$4iM z&L`g=6}o;|7Y`SyPhjOpbe3H#hta!gWn0NubwBA3}c^K4o^z&pckO8D3eYf zRh`0IxZ&QNWYT2_hJ@!-7%kNn&+Zh1yTt@`a*P{nfo5)1M>R7HA)csyv@1knj`qC` z?m+0U-*xcI<=g`{TMyI;Ko3;5{gkVSwQF5%Aaw{#cH~P677cP;WT_q3h!T$zQ&U)? z+(-UsmnEESoX)u&ZfIm*CbR^!j?m=(NecpHFhZpxjL`~OPdKc}zak~@tr>zc1spp1 z#ek;kBT1q3=QE%xZ>^uFrGgw-)}1aEpj zmx-$}-VN*V+S}uT=jx9KL|hOmgJlU`9RQ-3G18+2Q0yEsP=YneM-~Aw+p~%Q5%uXC zd+Oy8o00-XDMqAWV`6KB#4G8L>axq$We8+KM5@EA5DQ$7$Js*L=3}H!yQrKQo?Wv8 zJ_tnM`w&ef?-hj>K%t2;+ zSGZVj0{5ZOeJT6SyZMnNwHxu*MbC*cHs}>L=I)$IN}o-fiaHF#Tba={Tj#c46s$-Z zQDl9Kbo$2hkvrmc4&vAXfzH)0GFRFF?eERjeJZdn_v1TADv?%cd!U%wp{Kci*Bhec zo#g%+6ysEPwX+Kc7RxG-KRgK)vUj$!kt$b%ZhH!x^)xsH{OD%u(fu23BAE^Gpbx8s z3fYxiI|>y@-OYRMb~xx&S@t@@9-{xJt3##hhKQ^3aqWPH{$(DyTOk(Ys0c}KhXWne^V61t*i2{G5{l!2B z1pSM>m~Kz8Vl$b0dxl`6WQ|xyOTW8l=@03~sx$16MP4cH;C&U&n|f+F8X*L@J1kg% zMJy=7$5YkDz|d28e~l^Z3d!Y(xB9#f_f zr4Uy0H|sGipSh-hu{ZEBqg<_i`VxyG#w^frV!J27DP$@45;b>DM8kc_94hAsoi{E5 zzWQ|q?tY3Nqi%<8dB1uRK2}V#G$!<{1bfSYo&D3$m#`BhQL~7t3HnOYTrPk;Wvy3+ zH1o}&ctiaBCY1 z1XHV@W5^FuIb3I?0$s|Qi(uFAtpaACJo3j=rtr++YD?ga)bIXB|2^`hjr@j;;NyGW z=YhQep#OCeVW?0Q22G9jDj@M0dYOm`>MJp<5oV%LK}PB;xR(enLJB;@02vpwVnCp% zK=k))=HHjpvY9XaaW6ojY6GSU)^0po6+`xoKnhAZ|CZoUx371P?_)UA?yuXR4X&`Qm#2cW9G3vSc(ryE0`KM8&CawbZptl6G%bi ze~Ee{gA>SxoYDOvBsEuLtATzF<&$Kj91!V>vU_dUxlplo-0854q+vuiHlP9Wec0YN z3LpVqhUOe{9unb~0_jc`5Ej#4L)nen%}NYsu0u6JH_$>>QN(qA5wgVrtxJDlb{-%H za`d=@#=ozoCf8DX6Vcpw90HHt#umA1BmdX~+z01-k_JVZA(1^p#mCfP&U^tyV8H=L z2%3F~94h!w!~fx<3okM=bWv0!T$BLA0D~h@^FxT_rxKlcb}lf% zwpK>otChjaf@S6a1F~?%6}%;A;1+4uXE$_+3eEBdhCPjc z+nz<)gTcmiIh^>8Fi1tsRpg+duSmRs1$ zLih&OMGxmqk*M=MJ|CaHhUM19-sdC6_I9}=Zb(BxJf-80@K8yzXkyLY!FyD-)a843 z?H5F}!tszvr$hG;Dfd7^=!C^QE&KqYa`16@$0c%15*64(m&sBXT)1F+TBcX$*~sCG zy?dF&z6RJ7S99(l^IgS{0h$NF&W`kcP*R7+a?pyzqQ4H8J`mkORB)w8e!NM+uEMU? z?j@C<=_*a&d3>a>>N=jlj|}hu{M*msp%J4!kto3Y@_x~39|4G~IL1O82F#Rmh~#9! z?7LK=B#E37npmw@?b!fQOes2Uzn>C$>!U*u8jH7jYbJe-$M!^PIE>d}o36h;KD1nf zm4M^r?tvW8lJLpve=8k_UDAfivkJYfARFfW(`=Ir~RI^6oq9-r@YWLZ| zd%X9L*_L>eK+w+Mc%s%AwD%vd2RdL1=eeK_Nj= zL2*AK1;=doChyu=8fa&%ByoRNS(^0meav!|OVWf}Ldd##sHGo0$-xq*E?xfvNKVxk zGwi)>(IO;R*_}nE;2SzvVbV_)JT1&BtRLG57&IPY`oQ}^jH-CPUId>-qP5v!ETNid zHQDIr&DqO-!jiEZOZnhMOBrJZyH*epC0}Sdt4`U0Q7x2@d$hlUMg9k)e^WBY8U*o~H#wNCx^<|yGsANM;7WRP3$#N}G(e{C zZPF)#`dGI+P<6d(UM3iu1!|MZRl1L2<2mVV1Cw45b)4anx<6|S{&*p&5G3dGmYKeK zkmYmhA-IX)K|Ls^8>vp@5ZD4wH_u}t#iliT8aMx33a>$3ucYX6JOmK|v%W8h9&5tx zizF>yhD0AGeYC0W@Fv-HgeY_cthn61-v^`HB^oZ<2*hIR-lyb2O8^L=q*QrEd%tQW z!`nYKE+iftTZJmlp@rX5x-r*7Q~(|0dO#-n~i@d2PSy1sl^IKziU>CJg;cuPr0xlyGz0yzH&06=U z9>;?lb~^#&mYWG@zSsc9JPy!mtg!28K25?lQm#Uie7PtFD;Xq1SiUrTsxVB3uh3fi zKKJ4#AU-rV?up$z{VA!#4sDt1D7sH?{8&2eI#sT$juY_>hBEHkP$)oBLJ zwgmPg8+S=ti;w1nk@q0WL*uze@nuDG8(S?pqKi}o#VMZf=wnCUL-WFhn%{PXss*mVek+15pjUV>F5l4p-jW9Zx@f zX;rjYeOe`G`<|<^N!C(8nsk%69b}YScXnq-(3HpxT_UjY%tiQJ8y7s5vq!{i9<&0n zayQdXi#`YM)4BmRa9QXFG@MOg9Oj9pRmqV!EXSMUyUW89hfAHiESVc7&Uk&)kHKHD zsMbmZ-0?!USX6F)Z6jBmM0^teRXDoNoxkdkSSD-L;=8{K{s&3AJpqw&N_4Lvd_kN& z1tZ!4B1@yO-^~TYvS^dPa?bRK9*AYjG^0ms(UJtw4;uw}Od&wP-nyK^7}=R7EUVno z0tU|Q1j{3ZU-%K924wGoH;tyVMK$0o@mWYRuj!s+m(0cd`t2wCR94Xy;O8$8U)Tg} z4MzdsNXAP=a)|DAk@n}xo})7g?pb&D!Ac{f2s$p*)0wAkJHB8g2OH!2WWnx>kESIB zZ?_RRb^SYTi6isEon`H+o4K&9sis`zf}Luq!G!2cI68SZz6~?;36gtco1y00GxnIc zHMiPBeS{}sVgk5@8Wu-k_{cZ#l5*sdd-H}W+s{Pj)WQM)7I3c6aPsPHsJs9VM0&xj zO8Jn`>&={r6vCDMRX9w60a)c3*CImYn8kSSOjX=%>|Frijt~qSq;vS=xE^vvQ zXaF}gW#&wF&L68|b04!bDGuItKOWK9%LPx_1YOWjT6v)3wVV=&>Ut8Nx?Fe(ArUn+ zia~2Ypf6aMri}?69AZak(VP4nzzu3rSoIC^zA2WveTm3XHm3 z3>IInkY6E3WuWi?mbo%G4(Kt!Df9$5VBvknB`Q2V1-fI|%#B42>ZPob_dyqn*qEpf zfrX>T;P|#pL0ZPa$Oz!U7Z?cZD7C9)l9mR5qyU_%tWwR+7xTRL;LzcCn3Jo;G?#c( zpQlqprT2cOVH4!|C#-t~k_@80`n)`dz9D9(i+lpbPzE~(*whdH&;R_t|7>|PwnSxw SPwIpN|H(_MNR>&NKKMU}WzT;A literal 0 HcmV?d00001 diff --git a/logicals.qmd b/logicals.qmd index f3afa36..449ebfc 100644 --- a/logicals.qmd +++ b/logicals.qmd @@ -84,7 +84,7 @@ flights |> filter(daytime & approx_ontime) ``` -### Floating point comparison +### Floating point comparison {#sec-fp-comparison} Beware of using `==` with numbers. For example, it looks like this vector contains the numbers 1 and 2: @@ -432,8 +432,7 @@ There are two important tools for this: `if_else()` and `case_when()`. ### `if_else()` If you want to use one value when a condition is true and another value when it's `FALSE`, you can use `dplyr::if_else()`[^logicals-4]. -You'll always use the first three argument of `if_else()`. -The first argument, `condition`, is a logical vector, the second, `true`, gives the output when the condition is true, and the third, `false`, gives the output if the condition is false. +You'll always use the first three argument of `if_else()`. The first argument, `condition`, is a logical vector, the second, `true`, gives the output when the condition is true, and the third, `false`, gives the output if the condition is false. [^logicals-4]: dplyr's `if_else()` is very similar to base R's `ifelse()`. There are two main advantages of `if_else()`over `ifelse()`: you can choose what should happen to missing values, and `if_else()` is much more likely to give you a meaningful error if you variables have incompatible types. diff --git a/vectors.qmd b/vectors.qmd index f23d5dc..fbf6962 100644 --- a/vectors.qmd +++ b/vectors.qmd @@ -8,10 +8,10 @@ source("_common.R") ## Introduction -So far this book has focussed on tibbles and packages that work with them. -But as you start to write your own functions, and dig deeper into R, you need to learn about vectors, the objects that underlie tibbles. -If you've learned R in a more traditional way, you're probably already familiar with vectors, as most R resources start with vectors and work their way up to tibbles. -We think it's better to start with tibbles because they're immediately useful, and then work your way down to the underlying components. +So far we've talked about individual data types individual like numbers, strings, factors, tibbles and more. +Now it's time to learn more about how they fit together into a holistic structure. + +In this chapter we'll explore the **vector** data type, the type that underlies pretty much all objects that we use to store data in R. ### Prerequisites @@ -27,38 +27,55 @@ library(tidyverse) ## Vector basics -There are two types of vectors: +There are two fundamental types of vectors: 1. **Atomic** vectors, of which there are six types: **logical**, **integer**, **double**, **character**, **complex**, and **raw**. Integer and double vectors are collectively known as **numeric** vectors. 2. **Lists**, which are sometimes called recursive vectors because lists can contain other lists. -The chief difference between atomic vectors and lists is that atomic vectors are **homogeneous**, while lists can be **heterogeneous**. +The chief difference between atomic vectors and lists is that atomic vectors are **homogeneous** (every element is the same type), while lists can be **heterogeneous** (every element can be a different type). + There's one other related object: `NULL`. `NULL` is often used to represent the absence of a vector (as opposed to `NA` which is used to represent the absence of a value in a vector). `NULL` typically behaves like a vector of length 0. -@fig-datatypes summarises the interrelationships. + +@fig-datatypes summarizes the interrelationships. ```{r} #| label: fig-datatypes #| echo: false -#| out-width: "50%" +#| out-width: ~ #| fig-cap: > #| The hierarchy of R's vector types. +#| fig-alt: > +#| A diagram that uses nested sets to show how R's vector types +#| are related. There are two types at the top level: vectors and +#| NULL. Inside vectors there are two types: atomic and list. +#| Inside atomic there are three types: logical, numeric, and +#| character. Inside numeric there are two types: integer, and +#| double. -knitr::include_graphics("diagrams/data-structures-overview.png") +knitr::include_graphics("diagrams/data-structures.png", dpi = 270) ``` Every vector has two key properties: -1. Its **type**, which you can determine with `typeof()`. +1. Its **type**, which is one of logical, integer, double, character or list. + You can determine this with `typeof()`. ```{r} typeof(letters) typeof(1:10) + typeof(2.5) ``` + Sometimes you want to do different things based on the type of vector. + One option is to use `typeof()`. + Another is to use a test function which returns a `TRUE` or `FALSE`. + Base R provides many functions like `is.vector()` and `is.atomic()`, but they often return surprising results. + Instead, it's safer to use the `is_*` functions provided by purrr, which correspond exactly to @fig-datatypes. + 2. Its **length**, which you can determine with `length()`. ```{r} @@ -67,51 +84,46 @@ Every vector has two key properties: ``` Vectors can also contain arbitrary additional metadata in the form of attributes. -These attributes are used to create **augmented vectors** which build on additional behaviour. -There are three important types of augmented vector: +These attributes are used to create **S3 vectors** which build on additional behavior. +You've seen three S3 vectors in this book: -- Factors are built on top of integer vectors. -- Dates and date-times are built on top of numeric vectors. -- Data frames and tibbles are built on top of lists. +- Factors (`factor`) are built on top of integer vectors. +- Dates (`date`) are built on top of double vectors. +- Date-times (`POSIXct`) are built on top of double vectors. -This chapter will introduce you to these important vectors from simplest to most complicated. -You'll start with atomic vectors, then build up to lists, and finish off with augmented vectors. +You can use S3 to build on top of lists to make things that are fundamentally not vectors, like data frames or linear models. -## Important types of atomic vector +### Exercises + +1. Carefully read the documentation of `is.vector()`. What does it actually test for? Why does `is.atomic()` not agree with the definition of atomic vectors above? + +## Atomic vectors The four most important types of atomic vector are logical, integer, double, and character. Raw and complex are rarely used during a data analysis, so we won't discuss them here. +The difference between integer and double is rarely important for data science, so we lump them together into numeric. ### Logical Logical vectors are the simplest type of atomic vector because they can take only three possible values: `FALSE`, `TRUE`, and `NA`. -Logical vectors are usually constructed with comparison operators, as described in \[comparisons\]. -You can also create them by hand with `c()`: - -```{r} -1:10 %% 3 == 0 - -c(TRUE, TRUE, FALSE, NA) -``` +Logical vectors are usually constructed with comparison operators, as described in @sec-logicals. ### Numeric -Integer and double vectors are known collectively as numeric vectors. +Integer and double vectors are known collectively as numeric vectors and were the topic of @sec-numbers. In R, numbers are doubles by default. To make an integer, place an `L` after the number: ```{r} typeof(1) typeof(1L) -1.5L ``` -The distinction between integers and doubles is not usually important, but there are two important differences that you should be aware of: +The distinction between integers and doubles is not usually important in R, but there are two important differences that you should be aware of: -1. Doubles are approximations. +1. Doubles are approximations, as we discussed in @sec-fp-comparison. Doubles represent floating point numbers that can not always be precisely represented with a fixed amount of memory. - This means that you should consider all doubles to be approximations. - For example, what is square of the square root of two? + For example, the square of the square root of two is not two: ```{r} x <- sqrt(2) ^ 2 @@ -119,9 +131,6 @@ The distinction between integers and doubles is not usually important, but there x - 2 ``` - This behaviour is common when working with floating point numbers: most calculations include some approximation error. - Instead of comparing floating point numbers using `==`, you should use `dplyr::near()` which allows for some numerical tolerance. - 2. Integers have one special value: `NA`, while doubles have four: `NA`, `NaN`, `Inf` and `-Inf`. All three special values `NaN`, `Inf` and `-Inf` can arise during division: @@ -130,24 +139,16 @@ The distinction between integers and doubles is not usually important, but there ``` Avoid using `==` to check for these other special values. - Instead use the helper functions `is.finite()`, `is.infinite()`, and `is.nan()`: - - | | 0 | Inf | NA | NaN | - |-----------------|-----|-----|-----|-----| - | `is.finite()` | x | | | | - | `is.infinite()` | | x | | | - | `is.na()` | | | x | x | - | `is.nan()` | | | | x | + Instead use the helper functions `is.finite()`, `is.infinite()`, and `is.nan()`. ### Character Character vectors are the most complex type of atomic vector, because each element of a character vector is a string, and a string can contain an arbitrary amount of data. - -You've already learned a lot about working with strings in \[strings\]. +You already learned many practical tools for working with character vectors in @sec-strings. Here we wanted to mention one important feature of the underlying string implementation: R uses a global string pool. This means that each unique string is only stored in memory once, and every use of the string points to that representation. This reduces the amount of memory needed by duplicated strings. -You can see this behaviour in practice with `lobstr::obj_size()`: +You can see this behavior in practice with `lobstr::obj_size()`: ```{r} x <- "This is a reasonably long string." @@ -171,41 +172,7 @@ NA_real_ # double NA_character_ # character ``` -Normally you don't need to know about these different types because you can always use `NA` and it will be converted to the correct type using the implicit coercion rules described next. -However, there are some functions that are strict about their inputs, so it's useful to have this knowledge sitting in your back pocket so you can be specific when needed. - -### Exercises - -1. Describe the difference between `is.finite(x)` and `!is.infinite(x)`. - -2. Read the source code for `dplyr::near()` (Hint: to see the source code, drop the `()`). - How does it work? - -3. A logical vector can take 3 possible values. - How many possible values can an integer vector take? - How many possible values can a double take? - Use Google to do some research. - -4. Brainstorm at least four functions that allow you to convert a double to an integer. - How do they differ? - Be precise. - -5. What functions from the readr package allow you to turn a string into logical, integer, and double vector? - -## Using atomic vectors - -Now that you understand the different types of atomic vector, it's useful to review some of the important tools for working with them. -These include: - -1. How to convert from one type to another, and when that happens automatically. - -2. How to tell if an object is a specific type of vector. - -3. What happens when you work with vectors of different lengths. - -4. How to name the elements of a vector. - -5. How to pull out elements of interest. +This is usually unimportant because `NA` will almost always be automatically converted to the correct type. ### Coercion @@ -231,20 +198,6 @@ sum(y) # how many are greater than 10? mean(y) # what proportion are greater than 10? ``` -You may see some code (typically older) that relies on implicit coercion in the opposite direction, from integer to logical: - -```{r} -#| eval: false - -if (length(x)) { - # do something -} -``` - -In this case, 0 is converted to `FALSE` and everything else is converted to `TRUE`. -We think this makes it harder to understand your code, and we don't recommend it. -Instead be explicit: `length(x) > 0`. - It's also important to understand what happens when you try and create a vector containing multiple types with `c()`: the most complex type always wins. ```{r} @@ -254,93 +207,122 @@ typeof(c(1.5, "a")) ``` An atomic vector can not have a mix of different types because the type is a property of the complete vector, not the individual elements. -If you need to mix multiple types in the same vector, you should use a list, which you'll learn about shortly. +If you need to mix multiple types in the same vector, you should use a list. -### Test functions +### Exercises -Sometimes you want to do different things based on the type of vector. -One option is to use `typeof()`. -Another is to use a test function which returns a `TRUE` or `FALSE`. -Base R provides many functions like `is.vector()` and `is.atomic()`, but they often return surprising results. -Instead, it's safer to use the `is_*` functions provided by purrr, which are summarised in the table below. +1. Describe the difference between `is.finite(x)` and `!is.infinite(x)`. -| | lgl | int | dbl | chr | list | -|------------------|-----|-----|-----|-----|------| -| `is_logical()` | x | | | | | -| `is_integer()` | | x | | | | -| `is_double()` | | | x | | | -| `is_numeric()` | | x | x | | | -| `is_character()` | | | | x | | -| `is_atomic()` | x | x | x | x | | -| `is_list()` | | | | | x | -| `is_vector()` | x | x | x | x | x | +2. Read the source code for `dplyr::near()` (Hint: to see the source code, drop the `()`). + How does it work? -### Scalars and recycling rules {#sec-scalars-and-recycling-rules} +3. A logical vector can take 3 possible values. + How many possible values can an integer vector take? + How many possible values can a double take? + Use Google to do some research. -As well as implicitly coercing the types of vectors to be compatible, R will also implicitly coerce the length of vectors. -This is called vector **recycling**, because the shorter vector is repeated, or recycled, to the same length as the longer vector. +4. Brainstorm at least four functions that allow you to convert a double to an integer. + How do they differ? + Be precise. -This is generally most useful when you are mixing vectors and "scalars". -We put scalars in quotes because R doesn't actually have scalars: instead, a single number is a vector of length 1. -Because there are no scalars, most built-in functions are **vectorised**, meaning that they will operate on a vector of numbers. -That's why, for example, this code works: +5. What functions from the readr package allow you to turn a string into logical, integer, and double vector? + +6. Compare and contrast `setNames()` with `purrr::set_names()`. + +## Lists {#sec-lists} + +Lists are a step up in complexity from atomic vectors, because lists can contain other lists. +This makes them suitable for representing hierarchical or tree-like structures, as you saw in @sec-rectangling. +You create a list with `list()`: ```{r} -sample(10) + 100 -runif(10) > 0.5 +x <- list(1, 2, 3) +x ``` -In R, basic mathematical operations work with vectors. -That means that you should never need to perform explicit iteration when performing simple mathematical computations. - -It's intuitive what should happen if you add two vectors of the same length, or a vector and a "scalar", but what happens if you add two vectors of different lengths? +A very useful tool for working with lists is `str()` because it focuses on the **str**ucture, not the contents. ```{r} -1:10 + 1:2 +str(x) + +x_named <- list(a = 1, b = 2, c = 3) +str(x_named) ``` -Here, R will expand the shortest vector to the same length as the longest, so called recycling. -This is silent except when the length of the longer is not an integer multiple of the length of the shorter: +Unlike atomic vectors, `list()` can contain a mix of objects: ```{r} -1:10 + 1:3 +y <- list("a", 1L, 1.5, TRUE) +str(y) ``` -While vector recycling can be used to create very succinct, clever code, it can also silently conceal problems. -For this reason, the vectorised functions in tidyverse will throw errors when you recycle anything other than a scalar. -If you do want to recycle, you'll need to do it yourself with `rep()`: +Lists can even contain other lists! ```{r} -#| error: true - -tibble(x = 1:4, y = 1:2) - -tibble(x = 1:4, y = rep(1:2, 2)) - -tibble(x = 1:4, y = rep(1:2, each = 2)) +z <- list(list(1, 2), list(3, 4)) +str(z) ``` -### Naming vectors +To explain more complicated list manipulation functions, it's helpful to have a visual representation of lists. +For example, take these three lists: + +```{r} +x1 <- list(c(1, 2), c(3, 4)) +x2 <- list(list(1, 2), list(3, 4)) +x3 <- list(1, list(2, list(3))) +``` + +We'll draw them as follows: + +```{r} +#| echo: false +#| out-width: "75%" + +knitr::include_graphics("diagrams/lists-structure.png") +``` + +There are three principles: + +1. Lists have rounded corners. + Atomic vectors have square corners. + +2. Children are drawn inside their parent, and have a slightly darker background to make it easier to see the hierarchy. + +3. The orientation of the children (i.e. rows or columns) isn't important, so we'll pick a row or column orientation to either save space or illustrate an important property in the example. + +### Names All types of vectors can be named. -You can name them during creation with `c()`: +But names they seem particularly useful for lists. +You can name them during creation with `list()`: ```{r} -c(x = 1, y = 2, z = 4) +list(x = 1, y = 2, z = 4) ``` Or after the fact with `purrr::set_names()`: ```{r} -set_names(1:3, c("a", "b", "c")) +set_names(list(1, 2, 3), c("a", "b", "c")) ``` Named vectors are most useful for subsetting, described next. -### Subsetting {#sec-vector-subsetting} +### Exercises + +1. Draw the following lists as nested sets: + + a. `list(a, b, list(c, d), list(e, f))` + b. `list(list(list(list(list(list(a))))))` + +## Subsetting {#sec-vector-subsetting} + +There are three subsetting tools in base R: `[`, `[[`, and `$`. +We'll see how they apply to atomic vectors and lists. +And then how they combine to provide an alternative to `filter()` and `select()` for working with data frames. + +### Atomic vectors -So far we've used `dplyr::filter()` to filter the rows in a tibble. -`filter()` only works with tibble, so we'll need a new tool for vectors: `[`. `[` is the subsetting function, and is called like `x[a]`. There are four types of things that you can subset a vector with: @@ -415,93 +397,7 @@ There is an important variation of `[` called `[[`. It's a good idea to use it whenever you want to make it clear that you're extracting a single item, as in a for loop. The distinction between `[` and `[[` is most important for lists, as we'll see shortly. -### Exercises - -1. What does `mean(is.na(x))` tell you about a vector `x`? - What about `sum(!is.finite(x))`? - -2. Carefully read the documentation of `is.vector()`. - What does it actually test for? - Why does `is.atomic()` not agree with the definition of atomic vectors above? - -3. Compare and contrast `setNames()` with `purrr::set_names()`. - -4. Create functions that take a vector as input and return: - - a. The last value. Should you use `[` or `[[`? - b. The elements at even numbered positions. - c. Every element except the last value. - d. Only even numbers (and no missing values). - -5. Why is `x[-which(x > 0)]` not the same as `x[x <= 0]`? - -6. What happens when you subset with a positive integer that's bigger than the length of the vector? - What happens when you subset with a name that doesn't exist? - -## Recursive vectors (lists) {#sec-lists} - -Lists are a step up in complexity from atomic vectors, because lists can contain other lists. -This makes them suitable for representing hierarchical or tree-like structures. -You create a list with `list()`: - -```{r} -x <- list(1, 2, 3) -x -``` - -A very useful tool for working with lists is `str()` because it focusses on the **str**ucture, not the contents. - -```{r} -str(x) - -x_named <- list(a = 1, b = 2, c = 3) -str(x_named) -``` - -Unlike atomic vectors, `list()` can contain a mix of objects: - -```{r} -y <- list("a", 1L, 1.5, TRUE) -str(y) -``` - -Lists can even contain other lists! - -```{r} -z <- list(list(1, 2), list(3, 4)) -str(z) -``` - -### Visualising lists - -To explain more complicated list manipulation functions, it's helpful to have a visual representation of lists. -For example, take these three lists: - -```{r} -x1 <- list(c(1, 2), c(3, 4)) -x2 <- list(list(1, 2), list(3, 4)) -x3 <- list(1, list(2, list(3))) -``` - -We'll draw them as follows: - -```{r} -#| echo: false -#| out-width: "75%" - -knitr::include_graphics("diagrams/lists-structure.png") -``` - -There are three principles: - -1. Lists have rounded corners. - Atomic vectors have square corners. - -2. Children are drawn inside their parent, and have a slightly darker background to make it easier to see the hierarchy. - -3. The orientation of the children (i.e. rows or columns) isn't important, so we'll pick a row or column orientation to either save space or illustrate an important property in the example. - -### Subsetting +### Lists There are three ways to subset a list, which we'll illustrate with a list named `a`: @@ -548,59 +444,70 @@ Compare the code and output above with the visual representation in @fig-lists-s knitr::include_graphics("diagrams/lists-subsetting.png") ``` -### Lists of condiments - The difference between `[` and `[[` is very important, but it's easy to get confused. -To help you remember, let me show you an unusual pepper shaker. +To help you remember, let me show you an unusual pepper shaker in @fig-pepper-1.If this pepper shaker is your list `pepper`, then, `pepper[1]` is a pepper shaker containing a single pepper packet, as in @fig-pepper-2. `pepper[2]` would look the same, but would contain the second packet. +`pepper[1:2]` would be a pepper shaker containing two pepper packets. +`pepper[[1]]` would extract the pepper packet itself, as in @fig-pepper-3. ```{r} +#| label: fig-pepper-1 #| echo: false #| out-width: "25%" +#| fig-cap: A pepper shaker that Hadley once found in his hotel room. +#| fig-alt: > +#| A photo of a glass pepper shaker. Instead of the pepper shaker +#| containing pepper, it contains many packets of pepper. knitr::include_graphics("images/pepper.jpg") ``` -If this pepper shaker is your list `x`, then, `x[1]` is a pepper shaker containing a single pepper packet: - ```{r} +#| label: fig-pepper-2 #| echo: false #| out-width: "25%" +#| fig-cap: > +#| `pepper[1]` +#| fig-alt: > +#| A photo of the glass pepper shaker containing just one packet of +#| pepper. knitr::include_graphics("images/pepper-1.jpg") ``` -`x[2]` would look the same, but would contain the second packet. -`x[1:2]` would be a pepper shaker containing two pepper packets. - -`x[[1]]` is: - ```{r} +#| label: fig-pepper-3 #| echo: false #| out-width: "25%" +#| fig-cap: > +#| `pepper[[1]]` +#| fig-alt: A single packet of pepper. knitr::include_graphics("images/pepper-2.jpg") ``` -If you wanted to get the content of the pepper package, you'd need `x[[1]][[1]]`: +### Data frames -```{r} -#| echo: false -#| out-width: "25%" - -knitr::include_graphics("images/pepper-3.jpg") -``` +1d subsetting behaves like a list. +2d behaves like a combination of subsetting rows and columns. ### Exercises -1. Draw the following lists as nested sets: +4. Create functions that take a vector as input and return: - a. `list(a, b, list(c, d), list(e, f))` - b. `list(list(list(list(list(list(a))))))` + a. The last value. Should you use `[` or `[[`? + b. The elements at even numbered positions. + c. Every element except the last value. + d. Only even numbers (and no missing values). -2. What happens if you subset a tibble as if you're subsetting a list? +5. Why is `x[-which(x > 0)]` not the same as `x[x <= 0]`? + +6. What happens when you subset with a positive integer that's bigger than the length of the vector? + What happens when you subset with a name that doesn't exist? + +7. What happens if you subset a tibble as if you're subsetting a list? What are the key differences between a list and a tibble? -## Attributes +## Attributes and S3 vectors Any vector can contain arbitrary additional metadata through its **attributes**. You can think of attributes as named list of vectors that can be attached to any object. @@ -621,6 +528,9 @@ There are three very important attributes that are used to implement fundamental 3. **Class** is used to implement the S3 object oriented system. You've seen names above, and we won't cover dimensions because we don't use matrices in this book. + +### Class + It remains to describe the class, which controls how **generic functions** work. Generic functions are key to object oriented programming in R, because they make functions behave differently for different classes of input. A detailed discussion of object oriented programming is beyond the scope of this book, but you can read more about it in *Advanced R* at . @@ -651,20 +561,6 @@ getS3method("as.Date", "numeric") The most important S3 generic is `print()`: it controls how the object is printed when you type its name at the console. Other important generics are the subsetting functions `[`, `[[`, and `$`. -## Augmented vectors - -Atomic vectors and lists are the building blocks for other important vector types like factors and dates. -We call these **augmented vectors**, because they are vectors with additional **attributes**, including class. -Because augmented vectors have a class, they behave differently to the atomic vector on which they are built. -In this book, we make use of four important augmented vectors: - -- Factors -- Dates -- Date-times -- Tibbles - -These are described below. - ### Factors Factors are designed to represent categorical data that can take a fixed set of possible values. @@ -724,6 +620,8 @@ They do crop up in base R, because they are needed to extract specific component Since lubridate provides helpers for you to do this instead, you don't need them. POSIXct's are always easier to work with, so if you find you have a POSIXlt, you should always convert it to a regular date time with `lubridate::as_datetime()`. +## Other types + ### Tibbles Tibbles are augmented lists: they have class "tbl_df" + "tbl" + "data.frame", and `names` (column) and `row.names` attributes: