From 229c7ef9ba9425cb6d9624dff3624024b5a62ff4 Mon Sep 17 00:00:00 2001 From: Kevin Thakoerdin Date: Thu, 25 Sep 2025 16:03:21 +0200 Subject: [PATCH] Add assignment solution: Markdown file, plot, and script --- Plot_Assingment.py | 49 ++++++++++++++++++ plot.png | Bin 0 -> 200729 bytes ...rkdown file, plot, and script\357\200\242" | 28 ++++++++++ solution_16494105.md | 19 +++++++ 4 files changed, 96 insertions(+) create mode 100644 Plot_Assingment.py create mode 100644 plot.png create mode 100644 "signment solution\357\200\272 Markdown file, plot, and script\357\200\242" create mode 100644 solution_16494105.md diff --git a/Plot_Assingment.py b/Plot_Assingment.py new file mode 100644 index 0000000..3ff09b5 --- /dev/null +++ b/Plot_Assingment.py @@ -0,0 +1,49 @@ +import pandas as pd +import matplotlib.pyplot as plt + +# Load CSV +df = pd.read_csv("istherecorrelation.csv", sep=';') + +# Extract data +years = df.iloc[:, 0].astype(int) +wo = df.iloc[:, 1].str.replace(',', '.').astype(float) +nl = df.iloc[:, 2].astype(float) + +wo_lag1 = wo.shift(1) +nl_lag1 = nl.shift(1) + +# Create dual-axis plot +fig, ax1 = plt.subplots(figsize=(10,6), dpi=300) +# Left axis: WO +ax1.plot(years, wo, marker='o', color='blue', alpha=0.5, label='WO [x1000]') +ax1.set_xlabel("Year") +ax1.set_ylabel("WO [x1000]", color='blue') +ax1.tick_params(axis='y', labelcolor='blue') +ax1.set_ylim(wo.min()*0.95, wo.max()*1.05) + +# Right axis: NL Beer consumption +ax2 = ax1.twinx() +ax2.plot(years, nl, marker='s', color='green', alpha=0.5, label='NL Beer consumption [x1000 hl]') +ax2.set_ylabel("NL Beer consumption [x1000 hl]", color='green') +ax2.tick_params(axis='y', labelcolor='green') +ax2.set_ylim(nl.min()*0.95, nl.max()*1.05) + +# Add Legend +lines_1, labels_1 = ax1.get_legend_handles_labels() +lines_2, labels_2 = ax2.get_legend_handles_labels() +ax1.legend(lines_1 + lines_2, labels_1 + labels_2, loc='upper left') + + +plt.title("WO and NL Beer Consumption over Time ") +plt.xticks(years, rotation=45) +plt.grid(True) +plt.tight_layout() + +# Save plot +plt.savefig("plot.png", dpi=300) +plt.show() + +print("Correlation WO vs NL same year:", wo.corr(nl)) +print("Correlation WO vs NL previous year:", wo.corr(nl_lag1)) +print("Correlation NL vs WO previous year:", nl.corr(wo_lag1)) + diff --git a/plot.png b/plot.png new file mode 100644 index 0000000000000000000000000000000000000000..0ee06c58dd00355d4431f4dfc1a833f9fd61861b GIT binary patch literal 200729 zcmeEuhg(zI7bT*opkf0XO>8Jtks`e*U;`0CFDf9tC-kafr&s_H2puFe>AeUFC_?Bp zAs{8xL~5kZzWUyq-}}w{0rSla-)G5%gnQ0CXYaMwTKhb^rKYln=@=6o9o?R*s+Vum z(d{axqua4_=XSV~;rG%V{*gpq(M4-I+(*0JbvCEFc^Bwvbkx_8{w+}Xv-!TzG) zh4X@9{KqZPXh#=GAtAeeenQZ}*+M8iBd``eh0#$}&xMXo@FenQi+i%1E8P}4x~rEJ zwA`boi44&!i<|Ycdx^x;d)icY?mV&m%-KWF2Eu^P9qf=mN+x`g!AjYp6;ZlqvL$Z zE+IT3k>y0^{MdJWCD3sA&zOIn$*!OH{a^X#Qt0u}^;K$>nBRuCLC(FvnVy_lW=?6# zE6-VS=0+P0X8H;;t=dzxKirBp%jTs!uC{}j-I22R;*fwdWl_qFlJB#+r1$K==?ty3 z+uA8Nj@oo(M53|`C3@45Sor&E-{C*o&Y#_U?bmEqpZH?#uc_d2S45Q6TkO)=Tt|UCZSPw^sQ#Ji$o}% zeBDhJRW398`QXF4#p&MmH0M|xs|=UN$g6i_t&0Zb?oK=nhS|n4HUs4)c}+aA-npY+ z-|)0|v3@PGYCl7k&0bya$uYI-&N7;4)=a*}O7?JXy>eI&UT5C<^gu5+i;m8$o~rju z*s|p~xlH)a@P*H~Z72VZMaPr#ZF}3Ev+^AhvH$V;8Mem%RZZ!un*3R&q8o1K#bub* zc%?N`)i|aGD$0BoJ9Q==_nU8StgH2Gjzu{XPIjjE`_PDFtxbjlqm(kL+7j=GZmF-h zJz-pnvN0NAGX0e&Hosj>stJcmzmJ!me>v|p!p|mV`;pC|yj7yE+r+P8eW~988*9O* zla()2wbtgLtd*hLs@L3CU~|zYCLr4O>+93u@Xa`NoNE#+Amqz``sJVSdR*melz29W z-`cFg@X}1bg=yW(XEq+M9!&2#ESNvq7{Oy3nX`?clWjb6!|w~LPET9%bpc~3*XfU2 zwra6^yx_kCSW`bkrlTW2}IOC^-Jd`GpZgm7}q()7p7 zBa9BU3wLK4SmasYnUAG@E8TNUx8F4jY8mZ+lIC&g4WX0B_>b2!>g@6P{B-{XA&a_~M+@)PKF%MK_L%GW^l-<+@S`@> zGKPywYB7=?#<6eIB)^K;^|8!JF>uUq>gbNZNuS zZdJ{Y^;x+Tt2-{$Gx+J@@QVGRt5v@1(R+VCT)KM^Qo$a-|Ep?M&+hUvj9*XKl8|)u zP4r~_QN~2tcxx@=5#<#h>Bg5V4Q`q(8`F7sX2v2LAFTTiMvGOgcv<~oqsi`U2QI(0 zob|azA?{8Fl;|%c#8ho=^v^HRy*j%u$+}flx*|rQd-Cl$&1qbE7SrmRz43X{ISSE9kH)c)~1U;E2rCX!q9y4=Tcc$y$ABiFe@6Vk|{~hOe z+$e;u9Mk$Zr&SvDcbrqYyD*QJBOMdBj}|L;pS@>Line+jJ|Q|dP~>1@kZX2TwRnB8 z+oZ^gTG2f>7Bq9(E;YvW{T?n^>7Ta}QUrnpOL6;U4ZUut9dHlcd9!sRz3R9S7)Z*d+hHQ+e0FkXh)- zz+FN0x1EUO`QGu?#D_H_Oii(lHH=O|ngJxg&2@20!!TY{hCQ)VgS@&-j-7cSRJrr$ zW{c9^-hyspn_27Dgg~G9CUFJSgn4Vim8J2-kh%&(_L8vF7l(y7MJT-%u?3i^uG4lg z!P`7-lwxIl6zkGUrE>RTYD!lo(_<{u<6t!X*;O0I=IVmnS@^WS%dY)YBA0Ia`&L!W zbHdzyul?g}I|wL_?(~WF)c(34w)V$SB33`P?Uuq!nq`;IU275cTAGeb>+EM`chx+- z3@MEyd@aBya0JC5*#gUNCfvY2hl!O}SG&K$tEeeT96$Cw(i91gcKwACVYusIyyoVO z;RRz&Q3gTBM03rIm^mcP-tefq@^bNg$ZV$5f1+Pt-Ro4(VX-_G-UEkv)g7ebakU zM!iDGvGHTNRlXH2d&b|N)yax>aj@(!v{QW0{px#+RQK`+BjPS5ma~KTMw$AeHti`v zto*ty!f$HEAkySUUbK+xP8_g}7lRCE3UTwgrGZ1$dZB<}@%g0r2lNwHUL3kn~`QIA%^wuqaB0n^IWd{!11-|NJ>k$l7_r4v;`m?KqU z_n%b$b-;Y8E3@*z>1&VjXJK=!V3-b!(xwB@aUtSzu6*j52*uQ)J0T=?giWa z90ILkVCz(8`r)=_Rvp8k>kJSaX%&lI29>bWe$9=1JvjSr+^}`|C&2~3yfoeW=I3yN zx$NfJeC07w>&u2u)|Tg2n`LN*r0L$g;ei3z!mFHqYfdJBE!uq!O(goXW$0Zb2^0~2 zNH?OTO-uahykwJU>@P+h9aP)-UZplbc6It9`I2(q06hcKFTt{DVKSEMS#T$S$B}f+ zRJG5eZ~67wN}3l4Ps6e`U}xRwNF-? zWmj!YAnqk*UC-1n@Gc^{Mma1_b~+UdSIU*e7MS=fhGoNtXi!;KDrxQNa?7_reSUV( z2g#80GJJi$>4qh_)XDVh;0dXwJ>rCYxzXn|Q_L)VkX<3|w>84!6T{)p-dUEMMo(G` z_57|I`7V!EB4K%K@dj0D@_XdP81t!BbaCOESq?!0t>3*W>dI;*`HEVxj!Nl3zH#eD zU0bSd&b`X{W+}Y5@7k|N`MZ9v?p&U~Q`PlNO~SfdW5r{uQq0sL5mJPSZ{(7c+qfMJ z3mfjS(5mtzL)~+Ji9(c$|J13vvNXdcMivSV#(19yYAa>32h*iz;W3~V_!;@=(9v`k1popvLMorW=}JAn!c?pd z*foX961eNItE9+%n*S<9MxRuyr}g)#q&rRk)J->-S7XpN3w!y(zpVmH8r9+M4;tHoZvn3nHPd9dy$C{+$A>ai55iKI98WOdN$6-#|K zrjz9?Gg3Io)|Bq}Fn_P5DxDqr026wunku|SVkKjLLt_7v>XZx|%kRh~uPp_2jZ$3@ z)O^I{w=u_LJkfoQS%xJUruD&AwLH;|ir*Uz^X>;VMPB5wG=ycE36rbQJzUS_xBIBy zXqb+Ef)S<@#XWpTK!2n>OZK9Gad}U;kO?Pk4QjrR^_*Vcna+P!i;=Tf8Z zL8-7Hji(UHX4dBMMJB$>r^l8CJf{T8MqXdHg~`K`Tl0;|TrpjutP^V)5Kmf)<+?XxL;h(>wv%IgAN%3(m-roS-r zHz0@F?j4y+)cS3KJ+beMTD0ZSSwI;QwAVMI#PqaRpfFObE3oeTrk`(l_p1mLVp8i1 z?RM~C7w}~O>&cbBzF)+fxyzsp0U{lq+a07#)*w~-%*+&#mZb4g)N)gJTCXxqss@5Z zN;ei`&Jo;#RSWHjlhQ9z)MDO?scp(`{2I0c@PLiT0~8Ml_)T8<%a)7E{rei-p2Ki^ zAq3sqEB({oTnAZ@9Bu@srK#+yI%#TijMNMSb?4^Q3NPAyOPK{?5@eYrsNCyCNPvPf zp?V7MT;R}Iy-8cI^*K}CU*%V|hy7BE$C%wfxx{3CX^6O8pNJ(vh0AAz|D-V>aNib3 z$OAJSn(8;*WI5P~*EfF+hrH|WkXeK+hR*5)^rfe4=(oPOH284unGvtmS7*uw((8lR zEZ~7=AXVm}y-lgqXZnBGGDowoQPZryW5jX3t(23>FIC+tq5fxJU}qDxHUogPhp8AU z@hOGIX=0gMhxy}OpPm?0$s?r}+X;!`mlye4S*p)LVXo@cSGax8F39ugkhM?^2=C!ef0`CW`yDdz6L-fK!mD4P;`?eWNbh zJ3)wB{05ch!D!8=(@=)(eXqmKfjRI_)FwRatVWHd7p%MF#ff&FQ@UY1>YQZ4Ek_*W zJGGtHW~|wGZoCWaG7jOCnTAMIq?NeHb^eZj46qDV!}&pwt=$@YmFf`A!x%zq=qwrQ zWq*TPJuv)?I+lH|46vybIg#EIsy)}NhkMw>F2xVW`mUTiyF0@L)vW+`IGvH#Jl9c3 zabddhco!q@?#@aduhiPhkd&isTwsrhxlZdMk>(+Nak2If)X&urd1W#($%X#_@p|X0 z8ujkymF-{VqL(xcCRxTReHXt!9~%ylD{K@j;~!rM18^eMZ5btI7d@{_x{L80*Y7Nt z1Ii_ETUdb~8s90($%m0-DsRU4waVz@J$>9-WOPX$1#1h16RK}HsGTcpx>Fy#Zo~n| zlH&Hlh_tRu$;PYIdQ#Gd6Pl~4ElRQNE7;WL8>Oj#MgGgV*BgGT7{%U|bs&u%`kDYZL3a=L*<|nWAg(~1No-Cem66Zs=YOEWtIF?= zbw@28<-0)+SP^cIQ+VhN0d!7gsmB!A`X2AeP(D?1D?R?jtDSKqKMSanxts6Ke`*(2 zetBenZYC_R8>=*+UB(Px5qB&DhULh839OI1wI4k3O2Dj-zxx5$U4ewd>Qt$bsJv|5 zofRYI6R#Mk7@h;=u*vXhH|&BK}wkrTpf9%&KxQ9FQn@EG_X1G zpt|%0GYQx~4L@gXdp^cfVXhaE?exRD%yq`OdD(k;j-kl_ph)OEcQl8T>!q3Eeo9;N z3kN`!8stu&Uv1Zg_IT|{b_?kc{ee}-Z{MtfN`+-nk^tqQkOnYZWWHN*@(nBAu&^r4 zBIW!l=QEtLH6g9}4A+N*T#60WgL+MAtbO@{(~r;S{ylDn^wdUAWx%CEKh``ScR(>{ zcGPntMFlTO^Omea2YJNLkG@jjoJFPG{(`V4b?6FIwlVQ=h$Brp=sKQ}CwiZV`rxuo z-u;`TpF_1Lo29JUPMJWIQS4iXsO|&va+3`qGZQ$|Au$S#zi&sF1}uf`z>IY3gS`|HB&=>Kue8J~LS#gw;`> z%5V{D+sM|*#!?}~hFr?dN`t*4kTipk9}%nzH+Io{bV#XKzm4Um_`NbzO6im!SsH`) zY7{8CZ07=KiyME{NNBcr5|^&n7c1pv-{En;IeG$Oy<>|sr1(Xm2RUY9U^wMQ$<%1{qU*Xi*_{=Krl?mT{&n*&kPpo7j%gh`nl)1jd-)enVS@mBK< zJWRr*)lnFG>OtJz=pvxiuw$r?wL}WcICa~HHkjLECa}~`X8GZ^5fCC$IH<;bA~1xp zSS4j%X>}Q*=q%BDzNzx{>FbaAm4=$3KKC#V!OO1ln;nHW&d(6by61%-?_oQ1U|_1h z$f0!J>X=)VG;IwbLM7SjCh|@$=G`vX$++;uZK9B>OT9UGDgZxIR;N0QtjV|&$9x| zI$WMeQt0#fv@@Pc3{p1p0h|>%4J)e;d1Kx=;j^iz zNMtE7S?O$9C;6^6wXZo;F5hohE9GpP`kZL-Lh4Qy)g`CJjgE+?k7%#-S^Y3SUO6$) z4Kl>+I?OV*zf-1Z-LN56&aaf4?6}2klMEEtd~$*obFoFeS3%juXEk%B+bh~!E)hsK zS|$7cM9JvWZn=DahslL+i;mgXLM~^!Z~-=MDL$xniQ7z)R&3eWG4*3ne^I``rn?Zb z#T6sBiUeXNV2E(N8UZh$Bf=wrw7(B=@43xDVzA^lW3QQlI46K^1)xLJRmeid#mfAw z-il3`X^DSmG$jn>uiW7wf@rn$q5Tyki z2Fk;~1 zTD_e%1-ULI2==c@X+Qf{cn%K02^bj8b57*8S9pTv!`;5;$oXo)l92=R*YHE)B=2_E zc%h-xKV0|mRqj8UcSCCp!zCoUI(afU0<#q@M)-JF3CbdmG2BH2gJ_~*Vh;D2lCW1WF?d=v|U%KTLO z{0Xa$53d$y`nzw(JmB}38(};~gYw|9t(@>7*HS?D2v@%Z%T0nqu6zY%)vhZ;PhprP zI)rC1^W%HTj9)Xoc|6v1lK?dw>74_(C*8MR-z&3ltK}y!>9!E6F9?w#)8!;wd7-b( z;?eRLAC^i_^69fJCM++$=r+ zJygwnqE&RlSGfvUB{hFpZJ1z}8+b0vOJ_goRqCpyauA!iVA7r#n&;!X6=Di#mM|)c zNtvtNXOE7^IFN$4IS$;5r-lSPXE}EdDcehFc==LgLd?aAfo{ypt!a7Y(xie|pQYY+ zWTmAtoicm{+|uXH90k%tPaj1s1GhXu0i>DEazKM*#WQO z$(bL_8duT>IVo<&^pr9;D)UitR$PSYP&kJ@$L(higmFDn%;&!hC%sW)(hHCHR%1`G zUbm;TWIxD&R8sO~60lr>R_bwIp!puwopWb*2-JOayIRFT_!deJr5kjb9Vc%b2m4*Q zoSdxUz~xBlP9Pp8+PP5&WX>Mv+J!oYAyp+5a0JsY%|6-?<|W98U6c||t~aVMqVb?E zhIGQ7V!!=WFQx*t;3MtMXtlZn`b#7?mbC>>lP=HF^ny)bF9-#UZ4<~Z*VSycl9gGMeB6SR-uZR*377BAV?dc^hcb&Ar)>@KTAtmg z_*3KN{-a0ZIZCyv?H9&d@1|m&Xr5r0(rOYrzdLjDs~qTH>W#aL)Y7Use!g+%OS}Jw zUJiHL1EjG&z%dr7(az5ctlI0|i#u>GB~EM=Fev2Davf$|0-c=ul` z;w<>N-ARGF*>iDH52uN;b@TuEj0gL)G&WcZlmb8w@2{+h*b{ovLZ=2|OVwBxG*ru7 z$j#hgJ|~ZgT5GA^l0FF${^;$iGVBaL2=T=LOzVkRHO~;xiqYO8_FsDP}K)&OCoLC@VGPX4Li|&A_4T z%9U@y+i*YnK{kFj=49f~2F2q$(#Af)@lv3&pj53~$=b(H9>$Lh zjPotLm17Gi7T(hMKCQJ?p0Wltnsvp^Mx(njC&}2#C&f~mUpy&)^7r)D)iR^s|7}QN zN%;jJSV@r#FnA9m*Cs?)tP*~O2)XfLc$#%y0EE42=&c;41%r{!oT?xo5{!GN@w(h=gwJw~jG@_|Zr8-CTF$VaZt4 z$gduPsf?aX4**W#aB91%GJRWsm~GEK*HTCBYJ^7v$o-|b-}vL5fYid1R-mDsRw`cg zE~kBb$)r;t(RJP^t}D}^A0#ZUHf8=*$&<8EU2F`~^8x2Z0fo-Htlp@7w;bZfp_p+I zYJA4x|2;~)aP#Iqirp@Vj?YSF92=jJy@Dm_z8DA8$1Mo4jzgp$;v8zcBw(hmSrS-WGr{!mF? zC;rN7vo)w)>=*7`ZYYL&z7MpvhY!x;S~vs-H$W(05SRxtT&;*ByK@)Fabd}y>Kz-I zi>0iRs&p z$DL?#|?Sl2o&&d*8St||+;co_Vn0Q+8t&aFf zt$44fve$0PS(^MR6tC6uW^?9MJ=Fv5_t#`thgF?`(|89o;d)}Eg{lJF^UkwUc zqqn$O+^SEW|1OAgpDyt9Dh3W9M5Gz93KZy~jGFmzVpMaE16Q{YAT5i=4|TcMIK8T2 z(`$WJZS+ax(9uY7K9J$tC_u`_IYG`Ugcy6tYU-`#S>0cd4Ge%~P^5QKdc6Cp^?6l= z8MA`SdA>uSMirSoMTgupQ`wqLz+c`hV9R#oF0ED*Omj9lggJAIm8z*Gar%eI#W~&z7<3`(%<4pH?1P$5y*CqR#OQ2M4CQoAC?*~Y^ zt3>T$E~$n%Ts~d&La_Ag$c!pQ+^D$3FWWRFIDTSCFDlP0)eFP>&z$_V7B8JBRvKk0 zIZJm;;N<|UMzjfQw)!1;Z=i}bA|}jBT6tfqVWlP7AE2R{n#*T?w%h95_^|J2`2#7Y zioJm1klh^xETkr@OMNhh>(4=jR3?i-o{Hd|X=XrYa}NWCI6#{d7Ix6qOrC|hf%jB? z*!c5cl@l>LD9qc09S5u5DZbV_9cicXTHL|e7_FD69P}})ua+3%QnP-}kS$FyV9~^H zy%Pb&NX=Z@&i5Usb_%4=aLvq(MxmGB_UrsL(EI-*9MwTTP^728sY?b`%h zfKdiN*jgM(+`6Ly*d?k}j6uHTeqpttqi#=SHEI}mYcrJ+q(N^e1YcR46Fm7`370XD z{%WU@O^DELjLhM{<}n^Pw}y@3`^Czq&2L5k{(IQiSb40;nrRk5x}0USB>$sb_fNVq z^*)~3m)Oib#KNm}){H=OBXP6^oJ!=%wgUzo&uAxZNKVj7x`qQ}$aqxlZp|Zh4?m`E zW!|r0d=VJx0MUc987tF|^;yz`8Y+E$_j6_Z=q|zHYDBJ@Ems+nc-`E7*(7ynOnr0) z&$yZiIEb4RDEn*h;m3AZO!oCMey2d(TWOANu&@J`Kss|*F#k}q494>2NJ+#%)E{kF zzWFcPgyZM!gsodcfvU}c0x)F{;0!!y+bk~CGLDf$^x;EYCl3S;HHPsW7B)sT9kiS5 zNGo)m>D!&@kRc0dMBH6e;u`E_#8+`aKm~=)dx7u*FLy~(?}feccr%pSD7cGp9(1fC zF{sCrGBwrWS5c7H0qW6-fYki76ZZxqa5`^Bi-nR28tAM_c(w{~&Wd$*y}73;qk&OH z=!v#)BalC;?W@*ZfnKLZ2cMW9Ysv%8ySpSLQ0mEOkobV3q=R`Nc#kZuO7$uv#3l}5 zJJU|IcBe_Y+xHg=^c$xdr#Y9Fy)jc>GALfIpokOaK}9<%VvqRi05Q2^*2*wbV`&_) zt`0TJ{9aa}Xa92OsyqVj@yVmB02w#&u5L$&*B6(*GZ*tcbpaOq@k^a*!PWtQQlU=3 zH9F%`Ew-a(!GCzAr8vsI^y{^^XZO2Q<13=I4rO`zDf7;y_xZRcxU4`L0<8*a*3;%b z&iDNB0=F4xpff&tiTG(!GIV$gVxEI2J00qDkVg$IX>6YC$bmy=2S@P6m0e+aY_Vg~ z8v~WxrLges3_VlG;T51FNt#JA5KbDoZQ$0Q?Zi0{iZ5g>JDb2X>{?jCkgCa2+aE;*sJODt`feGvJCWT8cSk zJas`Bmno>tJM^`tDu_Jc-Z&EwWuRL7oFSR>jn9r<@r3bY;f z35{BDUu+x)@ErcHpsYs>IszKtLa^uZS$LIN_}eJKJq*ObuXhoNbmLeVFaEL*AhM~3 z&A_kcp^TcF4VY=9?x8J;A}R!U2ocroO7XSNNW~{*7bA&L#5GM`VwZMr5jFruP_gdx z95$SY9&h2Ej^aZ|4t}E$7|o-XV70kTXw+0CWr6|}esH{W5&<7g(N1+o6{TJNra4s!;Tc6k@*%o3za<{^-B5n8sgqRPd1@Tx!UX3pI=kC48sq z4qSFqPdDck8D@?Zwd?Buug1Z4Nxq#K%LM!KS!F55LI2Y=f60lAjJJ$H>jFLpRfKtB zSMdw%V*FAX@4gz%>TqxqR!O@s=myo!J~PkBv{c19h(A7h2eO*e(0Gk2dPP9~C`%t! zmt7wDjio;#FZMm{wDN1qZOh{MSiT9wPrj)HkpCGvU05^TL*TFNd1L6JVVq8H{Z?0ms z<&t)HY@xD=+uK5Do+BuO2Slk35&N*@9l~?sMXSckpy7UAulrM}I*$CE6BD*lm=32i zx!)NzMTuoWJxti*CeUtFA#;1xSQ-R@yR|MuikKXrt*WLW=kH~U3t@SA^U;Yb&mX;f zAv&0P>lZlKEP8{=`m%Xj{6M<`A^;*?;q)Xz2|-9cZW%q`9m)}6fxG2+*6?YCafRo8 zGH|snu=svd{y5zNrM1NqtqNZ-UQVkfGhd-NmMG>$7`f{81n)XJ3)YY;YecKmm_s7v zK;`gQa`7>U5;+dBjJ;e?4w#+>kImA87=xVKqTREClMf|Z5c2Rs)0_4$^EW#3y4MdK zpM?>#;!*;H%Y~tqGSwsRIJ2Uj!^hE0-@)0|N zK$5AL-l^8c#K<%DG12ioouFQ16bBAG%)vpHH@fO2jq3_5-b+|a$pN4 zw;2*YVWFn$d$?EDG75jzWx#^0@^i}0Nc6O2UiEyb3;yG3kDUW9_0^4U2o1+`442hF^ z6Yxa$EORESsUg;o8;y)Ku{fLTiY`VQ^5scGa+ZGCdTWHDn`D}>>Xwn8Wv^p|K^Z!X(cPP^-n#eE%XV5wMy1Jb8?*m((BDD# z2Xo}Ax2zZJg@<(|e9g%!tgpAG$7F-vpJqIjl|;xfRe8}Ja()3B{MZEN| z)=JP9FxcIP!vC6T^%d^M5ZRTpwtGW>~f+C=6>==yk4_kCUpZ^02+HaEZpw zUrz(OWUq6@#qD&jBUE%2dmzEPCb_6^+zA&nItDIX z)4f`CPC4LVk~sB0Dz^7B=NHs^SJCUz{ijGEST@WIr>s7XpmDa zX;2}%J$N^JOcMP;6vQLq>V43w5O=_yG~SHkDG|J#xL;Xbkx~o9d@D_IC<#>}7x)S@r7&Knp3kCT3>ON89+V*!i{wpo+mHPIos)$Ov;*4FXW zXkODDPzULTyI#80BVqXD6+lwL1ReQ{(q0)eNK2+I#Sa*EJ)RkP{f6M$Z+BOz2n3ZS zk*WcaValBk!B@eyX7hdOHc%#0t%)ivmry#u_s~RrfzY`!bLrqS#aT+xjStS7krvnq zZ}Rgek{4tEJ&Bn$gcgt0zf$0+hW-O~5w(~_HMw;(IrHXh3+d{L?+PGB9!r7Wtbsi4 zh{GkuuyBiF)B9iMD%FZwd|H!z##0RpVQ6<)7#>VsXAb2XtdW#(^sI$<5sf$ zZSq^{AwQUd6!{S#aZ+Gn?nMq2HNW{eLehij+Iv1!BgQ;?W5j( z@e0jLD28vbLO#YcyJYNGYONhV-jcm!0L)yWUe5<^Bo>|94Mp2B_BE%G!{pNxwNs+j z9gf&`t$^RKY_MVfn&8dfq1w540hiYe+5)gRhjglC^yAJNew5W_I>#G|0ipa-K)F0( z(!dP^+4qUD>)g0r+U?V+C(7v00zr?aH^DI-4VLpCKfN#NEYpNlEW>t2R%y*a<<51M zw_1a@;*T+`ve4-iD~IW9-71IlPJkY+=bFG9?NC1Z__ubXkcN2F)6f}q-Lo0Dlb`3U zGo|3#aP(IZZraNj)RU7P@mswMxF#~n`(p~#fhr%j?kH;HaO&vX^{<|XAE;#NAS z>-=P+Ezw1{UNzp`?oBL(5yzbF6VEKplrd?13s83Ix3a!2AEcyF>!(-`^+pEwf`=gH ze1ep1`d}jO$En2CGD+SEAG^(PcIwpA1a8GxD0@(_5Y?*>oDrc#~c0`w%Z=E;d z^2ugOvKfT=&AHqv<^x)&+AWcfn#s+H;Dzr2d5Vla)ghxu&ZFe4Fvok@7Zb zi7iV^tmK<0^DAG_rk4@VHwvIxt_wJUtS03k(|WNIL?5*$`k1!Xjg~xZlH6i+C+TRZ z3VqJ4;`M%qD$K@4m&9nQR~Ix2S^So~2%4$fKH29`xVQ7s?Io$JCD;PVO+rlW@9
fzsM@ix?6JoyLGuDMEg_E&t5c2lC;@vrQ@G8X9m^%h) zJG}`Y?Wx^rAzGc>zo1R$0~Y;H8F3$N?hJ}@GS&J1{IsLFLNGiosac$X2#jDwC@KA( z`+d|EonKlCwwR?`zl1|;dMC?Y6D2>Iy_MWIK9Eu!K_9{7S#s`O+AupGgBU9Ck_@25 z$b7q36dsVXn_&v!b$U>ZnuHJ=m&XJPU%o#i&oe-L-m`?dv5V5+M z8tXgx=+-RBV;!t>mq-O`+}C_`+Uj>P2$)Xr#|3kO{oNUN@QIi4Bd_~rBLcFo##g7G z?mrprSh{)?C(b**GOzf_f+4QL_4zjn%a1OZ8ywsn+-F1SiLH|F8E&7~;n)s-{?PbE z4OW^Z?J6+@L$r7#>Gk2w^p(R#EVn(3@J9ke7q=X^8RG@*4dgXqV(|9>bd|P6j->gr9%U!{(Q^(& zUUR^O&2x@ru{Cd)oO$oC?Lw)e=wuV)6U^F|__R{Kbr`3W#w)5a@r`c7@uypFG`N!w zV?1x27Ym2?@G7Red=KSTiWb*16Onc&V!A!B#b~LA%NPc>CD!sQvz`%$2^Y0`% zlXUh=%izkh#rKZ~9WJGMRp2)u7pqw$=}x>uTKcg4*UrSaNN!$K#QPb^;pH~V$sTI5 z%VuQbtZzSa3=Np*u`bOLPFYsX$t@-H<(~7;bii#;c-YweQ`!l3KFs%0u*k9rIc&fM5+c!)J-IgNom9j-E~R&Zve-&LU3!>D z5m>sI=RMZy4y30MOA#C4*G5QU4ZRD8wqWj;4?SiR_RemtFply3J=fK*{^}|oe0oq| zkkf&|&Cl^vbhv0)xba|pNu51ekg*JH_XX(%ex+^=!CYR!nHw#W=YkDU|m>Qw50 z;gINbR%i(&9S}=_=B!cusqkizgqCRl6w`=(bjcE4Fu>RggjZe?T$UD^D zVsONKw}d81^3T*lo$f&}zYR0RPabQpY@3(v%hRpD$%@5nc1!sG1hg_7osDbYobkXh ztw5hyKD4g%fkF0wj=>6Z0`>OwaDJyOff(xIRJWVto6mh#LWv#cuHLo5IJVJ}79?+4 zdZIFP7U!ODdY+x&UN?gt5NgZ8GdCP5VH1I!e9%tqm%gXl)qL zvI^?jLf4St;tU*y+D}97J4O*qr_N2MoR7L}Ll-y>28yw^1*g9D^F;54Fk%5JOaaWT6#hs-s>Mr6 ztE8YrK(ma@^+kSt@PgZsDv3bEQlrU}wp!46Y6H*fG3nAi)yD35^?D50BAP2Z*G*#d z(3`Zjp<&gbtl~^&LCBK3merEHA|&Z1ygTQ$$P*eW90=lVxDYc^(+ll7L0obJ6GsxK zw8(i6Xr2IIAm-VZ)or^ z%4jYqZ<84Y^_J5m+3UCrH21h>m4N9}f{e|QSdYO`JtkkqQ$1EzMNc}g|A~#gf7RE> zt5DN_8vXsJXBxa|r~drR|NQ&-=>KWw18_U!>ilzm)w^Qx5!0x@Uz-W@{=a!>!tY6G zV1$nLdkz(g+I^0okRa9eRU@9i=jPA9x4%O3h%LBOtZKUrU4l9ROr=e2JH7}{`GEY; z5|~j>d5Qk}Ee+a$HlLYg)BCf$k?Q69_c!5{|Nm}+nYF!t?<*;@8?x*i6w$g#6=af7`-alrwmjj~fb>W{5vwz-WRy55)r)ux|r^EN3 z%h2P?`oFt{|5p#OXh0eh_Q}QKEx^_3?2GU^^0|;I8=c9`Gi(1ejKZ{WZX*QPjzCpX z=t5TO2dmkwgs?=M zC5>-*LN5Nkjn_@ku?sC%c0l;5buIy|Co#OXKnvPvmYDpI__`GP`#1jn%fI7FHHWGO z(uoWnzwJSdv2s3@e@`WARXJPe4kw$M(JSn*P6|ARGuf6QRG zl-X|ow;v%2#|?o?-2hxyjDN-;wm^Ha5!_0;*t#+BAMdCR@s|osAOwW``0~PFpu8N7 zd{2HUp~`fDcH{Uz5gIP~s{+G+t^tMw&d&#RC0n_XUm0ptyov3F4w(7BdNYxWbaeLc zq*y?sh!1swst+2qk&E)mC7W1{;+Q|>3~~k50XscKo{8!3LPJbcBhu3%zr;eJMmlnM z{l`rnzwoCc?)N+X{Pln4(J1oU04n9cg1EB2Fx4&8oBqr;0UByF@X26DKJCT&A7g@{ zPt2V`4(SPnX1X3Y0|V)QDg=`<()!E_Hp_2ed=~H^3jojR11a#P;{8*{X(VV}v}n!; zgO)y4+5?z}Yt0vIAkr!J>z6nuBjQ#edg3;j{hV=mG3*n(BzpV~7@3>G`~PG2!5seD z3siSQ3a8J4hSzxfleWh~;JHAY{P*-9KNtqXs481CEJDyKzaUM59!Eo@=TvX8&LbW2 zmA`)M!q11WOSBDm&);0#Sf$#5c(FfKvuFLSrdkePc6l4v+QziXl|KNi=?A*~fhuDpIQUxme+idlD@B}=z29|&$Hf>WRYy0WQS z*YM2$b^AMEzsR?pvng|kg)Mg9WA5w+YvubQK1d5)%TJ_ft$hu8ADNhn8ezHG5{jK% ze>~%X|}|+q<*Ou=&XDw!1Un^7?~zH&xP@) z!xh^JG{B47ewgkl_5pmyE2UVV8^sL3XH3Q1H$K-U z(Qar2(@J}-c}2GKtYc;zM!V1r`kQ*e8~vc}uz-FC7!qC+`z0nv>d%WYsUmg9NdCOTi7@~*siP&<=wH>jIx;x+SgVV=xm6QrpVK+iA@8r33;eu(HGr4#ye zAJ&ke@vHF6WZ1sI2lepCj8%&(pt)rUN~0d2X%U~Rny53%gOp?XGtAe;ykr9wSov?@f} z!d(ntiFv3N8-?|25+h^(t{abQgv6-KNl09DON zJKPDafZePRK&+hgzR+?_BdOQWm?QPclp%EM!_P=Vvkx@Kxu=Db0gh8eE@`KqfZC}c#s2wP{jDujdEhTIL~VP{|B#j(i!k=Ix>c|MZkpu&E{IrcS^-A!OR!|P ze=NO)F2}TDEO=7$oe=3CY2Y<4{GGl38FZ*Dg8UnwTv z{}!*Ee!uI(E4?T&CLykkG-Tn6#-wz6zc*=Yo!eQ$m10c{U`;^^WAFf~!U;*KOKIKy zk)usf-C(M|VFLl~hJpt}WBtpc!xDp8j&pE4#DltXp@dS5&5J7l17fVHpf6lyOSP*6 znQlfERpM+e1-e+YX=Eg_nE?r@vt?-{J_c!Dinz?O!Mr;qooN;1mc(Z0Os8(!LjtM~ zK**;L^Jm}s!jVeJd!}w~!L7ye{#R&L<$}x-dB0mQk6TG=KjB6R{+uTBj*hTTnI@zR zJA=Hwf~Id_7x}ct9pjATL^EbrDpJ}P-mA~sNa$n3(?_``m<|gfk~q^b^66;KOF<7> z5i|%EN!b+h8!?idX-7D970RGp>24|!fCoZxg0mcWW;n$m>Wk700mNeNyURerekqW4 zp9f`o`yRfXlw?J3h>;H^<;J}cQSO9VHuEl=Dpd#iDUq|BQZdlH&X<_wlKWpzZEz1V zoH26jW;#LE^l@*%Rwjk0v^#Fe*Y20Jmu#J&y;p0uk!{Kz{l!;ev%E9&y)3k5pvjEU zDPZMo##j57@#dwk6m*-b0wm^ld-M?Lh3J9g{;*C4(n0usqzideC;RDUkxjQCaIPKc$hjhqk{2~F7*sROdaydcYJL(q&#E6zY&hKxDeH)cHy9y2u|?oSR;UG0`XSjB z5v9;IKNZ_?!%s*60PR2~zDoLc1o9V0BG7Y>dFCgrKC*cdE*raw#Ow+bp#q0_1DCIa~Ux?2sd(wxiL6kEsJEOOWfb}PmDVhhp?@@&vJn7$4-g5^cJT;uj_fU_h6dcHNty^unT zz!ePkp2~bDXh@4g8XaCwfJJG~u`D>8;ugdDf=CAgJGg5YT;*l7rSnIz;$4M=#_M%r z|AKyWCt8ks^;VUY$@)fA(ite84RC~)$+aC`l1wwjl3wm)# zZSR^9Qdk2+W>p)2BB%r%V|6-;xCy}2khBNVv&g;CDL?|-QD4Im$atbSBGGa7*X*!B zSUK!??c{4=`9l!7KN&;o)6;g^M0-702V%t#F`Z`+YYVFgMgc|9jrj;Zoo1#({O`mv z=r*A)xR@+JTcC`dHvO;oJutF(iNoJ^q=h@ruK#uSMzPaYYGxPhMv-{8PIeT{bV-AyHAmw@P``%Z(4y{rxRn}1J z+X{fm$wO2C#zUV_+h2Zq^UA`*4-Eo`4(0$t5oZGBP1LvyPHxkWnV%TxD9&#y|Ku0{ zD%v(M^@zQ$AqZ4`s8~zABh+89Vf)FeA*5DranGTH#anlx7;VPF_=9K{cxog~f=xKaCR9cw!CHXDOy;-D1X7%m(VNh4KgYmatf9x+NOjp&0&!A_8a^s19AzJ9 zKR%Sp7+5X|pOI1A=GgHQ)1)M!UHY#VLA;l=cF{MwW=g2PYI_k+B1mlI%lg$7jT*-I zY*?reIKMF8Zskx__C`|5u1V48A>_uBblR!C>L5>vTXai`+d_J3mrsLS)5`A;^2~81 zSE}1Vmmz^3*aqd883O1m6QLvRL5LFdXA~sK395k>&X&FyrimlVf-pufJ4L+tT;CTK z?wn`;?~CbxE&Xd%o(j*APoqA>VV`wV%GNVXEnbqk)ESdLvV0&Fj6hwGN>MNhp1y!5 zZG(QR5Ofoe$v6a3s{)@_Y{ER_B-Ep9y;4C;iS1}j7u@kr=ZXf0$4=0q^Aha@S_chq zs`O95BdrB4!5^Oy5fehf^k)_iS+u9BsIY_6MactdDqrZiCtT-zjhidQ@wiu2t1L%%gv?0^JjPms2Aanyz87Q zJ>o*8=~47mdp@PZoN`_NQIcJ5(L^#fW8hyU-33beX?0m^QNnN#QYUi)9E?r zYC3$$lx;Ew`hx?hOsuwsmF|V#Vr67z?FXyfiy@kYp1}t2lY{1Pc;4+-5(a*)3~>P; zQ0N5nXG&+5e*e8Y0F1R~7Q}G6I6066PrZCz$S*)Jp7?i3L%O;6rSVHmQKUuu_O;5f zbHT?#ecUJ$=~9IrNe=W~+$u3vU~{>_9&^R+f$9-a(1n7zfF3R9qG{D?_GuddgS@xh zm39Gq1W)IAp8=0MP`R0KlAjpMF8PT91xirzNf%p*m|I&5ZZ!ebds%pl-Sk+2gm*LN z<}LnbyEQUMg%)o7bp7+FL3^d8zHId`R$mSZu}}=kyE1OEIq zG8`W5ljUHkj`qpc%B?v(N3(@T6g3PM^f(ZDHkLqKP*SGmbufSkoW4I0Cr7K~gxUy7 zKMZO))+ZueE z&v>a%(^{vuBbeozi1p?E3hfh9wR53&q0umi!4+9<(Cy{47KrGNvVgmEhl|e@DZNip z_g2?F4by`*I-K>!=-SR%%>HX2GR=?=Kox0Ja!`ih7CU&*mI^W`|3DBUTOtu8$z}c4 z<=?=JbXbrAhQ0!zSG2xeUE6(gzl&l39OU(v@jL|jz|G~URvXa92KQ*(|D=ye?tXK! zuZ+WM<@R1f%0O3D6V_G zkT!rpVl8@xF@t5DFdC1l532|-yj}-45+?S-^;Z-?OX5b601=LZ6$LCk=BHwcPSOqJ z|1Y%(Al}!uEIc33+16pa;o64iKY>!Z0~z$T9daru8n5>LXu zcHA8SZOuM55+X2!wBU8-Qjxn&yZ9cOmxkHrk-5@Qgd6RNge=@Sb#b>Lfd>k|DU~x?+S9zo4+5dT)8L2 zvZ1k{Mi;?yTgLX2)q-BW-IzLEuhq7D{$TmHHE2@)HT;{G?&!UrbjTJ$>lErx#5V13{hSR8QAW^jhg^9T zvH@a?AA!q2R3NBm83xg>KPXNY(rW9Z2X9b@&xGs!RR5|H`mc*P z34nLs+vs@z2-G<;Z)vfakw$ruHf1Y_mhkm_Yov*YcSUbcZjg_K*4V1YozxlOSiF6C zSn9+{$pC*^g&%&^7U+F8y?M#0zXS0gv-Fs=7|g_lV<8e3CY{=s)Hx(BUco~`pagWG zSls-u7fD}Lws$y79)Ua&g1iTe-~Qg&H0wx8SlSIEtAH#pTpUuLDF?UQ0a9sAdmr8# z8BSkz2fPUZw?YGAc6ki~$%pbO45CHG=fcUN|hB)ZPyYN0#$Nn$>p7oN5 z_+1<{#s>qwlh=gF8>ab3g_?0_p>&bMXHRAab6*xSSsIP9H?=4w<|8>Z>3IL3~s{0y}@nqWco>Htayt zk~CQ~Kk1OIpz3SLXJ33ef}m{h=D6u(Lq$`RwCRXA&W4qN=G94@{oEq|CSZ0d<>2Gb z1Qke;2gw?ut#g5`k}(?sjI9gtNiE|breqCH;y$>!Iakj5A!b$(JWfWR0*I5rUBT}o zZGiZ_jtuQ~wg08*_nrO-4Ve;PHI$7<;d%+LiKA`qrS^|j=b{QNOuBLtwNsVR%1pNti!>wnYX6tq+O#1lldsIF_RhGzGN*JkFUgDh0ax-taPia)w4Z0=>k}GqL=@P;1XPMdVTSQ^ ze7O&kk~0XpbpRhdsjLYWR}Z*32uQ#Y^8!<`0EFc6vH{b$in{eKy!vP@UMQ&!~yxjCoQLeK#wEqAe=}*vELO2L^*`uv|87XDU zcaP{*uR^d)AN)szUIg%F2d{2X#-Ve_+*_3PUO(aL9*||;4Gg;rqCry`S7A6Knk*oC z4DlV*aJr2jNPSRQGXeIK0$>5O03FBxU>O;(o)kC%RU#e>eQpl|i=q}FwAZdnZb}jQ z$_(&e^!^*jjfWQFhIl~lUgjHXI>&p}+meK_wKC~lra%lu>5^1c5b)7sx3{ok*Z7{9Xy!S=6l z5QSw{8^rWV{0?G%wDNjg3B9Ny+-nO@@d9X^dRW$jBZ2Mo4$M2u?eINdRS&Q)hRUyFti}r#TE1XgcDFD(o*$b4ypy;{f=11loNQLI* zi@~+=`!F4$#E0)q48<)=S6co}0OFhRUQ|i<_XA0MFtb7qbrIs22jC&vj)g}(2TG(i zEMYjv<~&qlmk7hlX9Oxi7BYYrOAFBGObAhgg$xl^{{U=`kHP&U%cz=oodK~-wv`~6 z*3n`Pe4qk2s?!CvGt>CX+q>y+LICr?xIz~2%}n2PTr%9)3907D%!U}cA+^a& zwCY`nicIMMpQL1iB4?%-s@xs0jv#TW9qbmDONOiI)PiuVD8;aWq|#UZrlK9mI1h8Hl=NXTLyVm5MQ~MX?8*?Iuu~yKIK<32RAzlPyHQ#NRkeqiC;MjJ;y)rF=LAoD2Y7as7|4e)kMx}Xh z2S82DJt|Mai-d&nJpMcg zt&Rwoc#|^!hWLy$A`Gqk`6q>z)GR)mV%w@3WDx_Ojc8}uk~yTjAPXkG7=&6W#Frrv z2QX(av0r-d1j-+OZ~88p#$B^@j$hBGYT@pF+J*+HF>ej<$Ek`9V~~%?jln@UUcqpk zrK@w}0sJy^JQ+^@XgAQy&Q;LW^9FRXL_4=fsdbdzM@l@f<*<{YIz6wf%5c_{$68If z4Z7l~Lr;~x|EHXRX2TdfgU92Ut$iNN3uzB6U>gR_uPw2DS#nkzgnCN=?4nrLrm{0c z9l2Zq8GEvg^~WH2>u~N%boSFKIHBsXFxiNJPYHxADu=T!(YUt5Mb4MD@Ur7B95DR= zAJ+_@-hX75W@-s+B=h8DEI&V2!wun7*^AD_=N4@1101b7(#NfydZHezo!(a|J5MMPqf`@*s3I#N)T zqtg0ij&}04AfPBfE-$!%ST7SnN|9d>e1V3>8>A=s2ow&H_VZvDEj%jps0ZHhLw%ot zyR<;OY^qU6suZxFV*I-=0IqB&-h?b7Xu0hDyAdopB(PAitUSek-WzTsr#{raVkKw@ zqgP>S&G+XiwWR!$-hC~G^jz&P^aKUl`=`|t)l!Pza3I;T%E{{55F?M=RBPaSJMB?; zPkJ{Mf;9Soq(PRYsIVhhDZ0d=%6DbfG`^<*-WNtx3tbg%4oJjdO3^BWKmEagfZNE{ zf~W1s3IK$5?T2nLOhkED0Lf=A0?v>4ejNCFx?Oul%!d9?=nZa4_`1vKL zR9_&>HUOY2Kl{gh8WDtA05Qt>B)Gq_3Pw$1y}E$?j_z>!dLawaj^jol)SnxpPeY>^ z1D&7_2s#9%2C{+|LFv02XSR@hYZG+r6SwD5M>at(!R{1;?1?c$k~)i_j$Fg0LR8ra z8x1=F?udUNT7pb0z(f9V)7bp8oJKB=>(LC#J42v8^G! zHv~(*nMW(R;SRIkU|AeP{Nbr6B9PnBDC9zL+UbFyR-F(vzQfXTa(N?qf0e(h1(LF^ z0l|XlI)yl7MT&CNvx0{WjHx&R^wiOWdlMdLJVa^-m>foTc8gf|t!W=p{Vp7q6$$QJybQsx3L(pq;Hm-w6dMl`w zaI;z<5;ugc-D9Bv$&wJQNr-M|3)i1Mh79gjaHY1aYC_L8wPgWu8LACfTMft;-=*ec z#l$K3!C4YXFwR+R7bXFGfQW^#tH?c;pY2qM$T{+&V5|`9u7;rs>+y6gs^!jL;)=*? z&y9nmtuV+AkZ3RiD{B!X1@VF`2|5H*P()+`-ePj8oy{BJ30WRqAU=5>WyY_uo_!N4<49DoT@0qb{2OY5-?&prqj(I*VH)}zt!$>-7evjVG-%iuV(7i-GjGQW zc9nQOv{Wm6Iq?naWiR;jMdI$`?dJz#WK=wNsMlrtP$_FrU$8h#C|GdJAen(#RxKUNP|%0?l~5+(-#59 z4>7_gnwC1@4AdV;yFx|g4XKFw!sZWES6hIv5L+HCXGy)I$U@MP| z6+kr071Cg$%K?>)I5o?lvMgWbj7 z4Jcu?lnXiy;kF?BZn$IQEXD1}beBH*Mm$oxx+9bc9`S3)I;VnB(4br)v0(ENoW)^Z z=iM^{6l9lFv}LuWuJ+9axO*m*&kYknU7v^0$n9HYF3xjZ{1`3ltCbfY!QOPH={FCa zvE0o&=t5gNf{@^Y&}0~;cDmtOG`#_@BzeAYviS(={`MUT9nTb7&lSctV{ToRYFLeK z6HBJ?DKQ;Hwh?5g+)w^9-|zP&`z+tS|5j9vz5h!?v7rqy^Ul-#RW=@d#Pslw)=JjT zqJy43+6w-)_AT0Go>Y&Qh@V%eQaF%`mhjS9&9&4uuuMkPYn;pK7KJre1ysSKx$f&v zf-()ciEan*^--+-3a7a8T1~yI$&7&%nO429CgqQI{!%|?4$Ns)J{*`!o&Ow{_IN(+ zl8V@gOuzi%1_iZc{ABnAx`AAD+yceYfIg`oewW#pB)ly!#C!FWPzP6%9 z&QE8`X4EvlsUc9DneEX|Gg|3&c*r(T?$JC!xH0N{_Xd2XRSrCxym4#-bPEOh0=^B7 zt~D=0ID)vGVSrI$K>zksA#OefGTV$48vK~!K+jXC?=}&7pq4<{U%^8}lJ%UCm~6kV zu4#vA5u^X5fdv`X4vqVvKh4y!dUE}UFlW%V{3B`+t`Z~Yatq;%*5cU&Bn@k^1#`1O zk8Qb`ZeeVPTb-BGM+JZJgICKY!HJ~8J)T|6RHxAWwx%06#XEJ&x3SOE^>wu&?ouP0cjvuITA~4k}38ReX^!6q( zp28JiIR_gCSeiOVPe#Cx^~>x`dw|z;cc%NHd-|ll&#do38;Q|AdjWx?{qJv-$)qj6 zTwouCH_;R;-u+QQDams8U&Tyz{xcu@!znN47_?heFxo2~hb3*eDZ9GYy*(f|y5@RE zU#Qc9DFcHU##pL^xcxYr6?sH>;DS=|g+dP>d^cNFSDUx?;`3zjfIfEoP*31(u7e^2 z7o?Ya8_%4|Y$s#qV}=)=%~9*Ed-Lm++3h3sHwKY6KLNM?YJ1~@uvcQ5+5|^0$eU>z ztJS}W!dM_zJ-V{9R#6;X$H<&^E2AH1f9!GWPP+wM9qKKQFK9*-c(roww-H&AG#0xo z8@H?Jxe6eekLR?bKA59HK>DUVglDLXwqKl8-CRmTW_#tGn#mAXnVOSBz#I#+=7?H< z_zj$DdfP{d@eF5Xcg=EeiR8k$USFVx-qZanLekB?%@v~pgLbqkrX;uq#mB2!0ypr7 z;%hq`(eX?ffte4JifS_PHFzY6w9IG~BBko#R63N$p+ki(O?>JT>=z@bKW$;`xOA0c z&z9UA6aaBQ3ywKJ<96Lim$7vWIk%r@)-iq-jx?f6Ai7tJtVNDjPa8347Ee`wDH-!H zt!0N_!}ac{q2M@GoQF*Mz0$0^PWx_ldgwu7q5Q&$K1PCsQ_MN-JmW@@LEBmeJE!+| z>m9K9e(}Z}n)>v8K6EJN-EJO_#RU;n`MqyQjv!zHR#@Li$&a`{%T= zaY+7^(pjgD-Sas~mQx=SLzX1*3!)&wU_{+l-1Ht@xRPRO#5d4h9v=PzbBh`MtGi!u zYbuC(G@V?+(_KD%OAy(h!++$j>x$-}g5PrXlqV*=DEsUCiR_-Dn!^|a<~5fysP{RW zCbRvy=#WC4WD7BL3vFg^?&p@xbw0A=WNH{Lu!YS+s%qY-e2t#9nNPDMy6|I14eoF@ zTY)~RESx!+ z`#?%7m*d*Xk>2lZX-yg6V)r^Ga2BOIDju^4nvx}`hT%=(#?o$2?p*oM?Y zJP!f#cI_#H$V$SplASNauUjaQ?O;cn@_wl{P_Z%>e%%BC^Ur7%Z`4;LqO_$nbyYLj z6-$fq``dYVBg6b-mjHi!T(ycpX{9cvxN?dq-#p-Zs2UP}MxL38 zMM~WXQ9PSWT+#y@(Vc$KF3f;MB-ArLC zAkf(bqc1dSRo(-j_y>a~OskV7B~x|+LU%DHXo=i{&~xC|bn#z7gtjn}4!IT0uzmLe z0i|0@;Rs^^vWexAVbFiC;s=_SeSYrUTa?+?Wgs@j66G|=*Kgl?ILe{+7`soWtFCLi zysk%sj>lF~L#AyN73GlDN1iY=v{ut-Ae~(~F~yiW8qPr4Dy`_9hzYN>ZI_?h#t`Fz zSHAIF&X>7Bt?e2tZK0G-a_M@{*^^0|K7@)trs%$rf3C9<(tQ$H{q`lvZaoP-^drz= z>MMrH*|V){pz8DF(8cZ)64p9uVaWJ#%TeQG6h(8t-FDV$mzSA~gzI$NRMBhkKLz;_ zbAI%kw*KF7TYRX!!!T4To3x#(208CMd{)noSZI!*Ljyot+7x#y6Qv8`t37J6S&&wy zeD0e{wFccATG}XY+(?#elz%1?0|)f1Nanpwh`Ak8|G=m?Y8{}kjY#S<@_F!qY9Pb( z0Js&|dgvle8S{b5OWerQ<;=zn<~mSoKj^twqz)bahVgsHQx=OH()VJnOh&HPmXqV9Ws+8 z{iv*&1XRo3e-Zbg(xP)T=F{xOMG#o_0e*7GxfEuJJLKZE=aWn>dRrJXkCjr`bps(_ z3A_v3{{9={K>%#L$_d3f@vTS%WNvpy?3_oYW1KM35w=LH1#HRoY3N(d?%Ln8=O-e8 z2UtLGe)VV?PeFm%_nJ~h^-8JNE!>5Px2T}SwUtjxaB3G$ciIaG)tRYN;&@tQo*HM^ z_befVMx1NAbK#mChHib3rN5BKT-Pmzo89cAdTScECAXK#l8y^F5`UE97$} zjF^96wd@MPy3cFcI=^qV?s=Vw*S-Yl!q}RH}i+_9`7T&rbQBLU%6LncRvJA7;JmCvhcIy>LorB>!>TEUzh(WrWl9fyyL8S_!%9or+R3@Q)f|m}9lWha?-llyIcZ;peAa9m?wm)Gs%$wRZbmYw54?+MxbGC(a(QD^ z3(kE7;EULWC0JTBr7pgvHgcOKzkRO>k1EdB{r)-4P`^`dn=`4{PZ_a1w>&T5@gBrHTgJL7NN_KoWEUJ-S^@HCvf{4537z zgmm_-LBjM8$-g+vqq)8bjm$na)=a@{8A*PWdV{^*WeiTku3PNzg@FZ481_>wJdUH& zG&>&#yo5Gawok<`^hamfwH+H;%n*211=a7hZ8=$MHc}(mUdBmpkL05-Njz|0aF*Ob zDAOAyQm-boJyza>f3f0y&^c3ruh zt^EJJo_@{fWLxS8uO5(6>}kiw7VTv-xDR8nO5@U8Xqss|`F1f=>-I&95-HVo)E(@t zalh*V9GJZ#{5k5EEC>0>R$ZoYqf6C;e*``0-+r&@HuEAp!+M5_%DXU7(e}rkJwq+F zoSYju94p(Je%pB|;Q>$jY0YJ1`Zw?y?AV+Nk3vt?)ou7?wBl%xh%;+k(27gW~YI{f0;zT0PDB79W| z5JHg`+1XU9dK3n;ZrCFH7Lc3sn}VImO022!x!wB{YJT~FCY7%B#DjqAXfM6xMqrqu zWvj|hZi3=y9)Qvt?8tsyXRXhWuA=IJ=y8Zf!=~ z1wd~v3JZ}}gVwOUKxG-(1l8hAa^YJCpe0(>39uZ=Z^J()W0@%$sU)f*jCQHhbMPjs6*ToN_yEKk>*ns)F#c4cLd=Cd~pO{hZF0p%9 z4krP2xm$&*@kyc=NLpEB(_bp)Uc(!33eY*Nt2QtUa#w29G0q#ad_$VZl_EO*y&y0>4m3{+#XZB}=WXZ<7!yK=%*+^Nim zITI}YBTY!%eI@W9Jc(51?+!O@CZ2X(`rClAX%QY`@Pg;S4wCD~JhxhV2F%)KulX1< zbqw0hGlZdrqLvI)?RuWG8(J}Zz1G^!+^pNSFk|})Mhzdg$1W)q4>gM`#D7Xgx!4qC zQ?_|9T4HtH*v;f}Z(J8;dRh@P)0Nzk<4q}=7L`c6VDq&_8IVsJMPEUaue;DP8l5UG zon{|kHGS%>eE9_gj61~n{5ttkj(hoJ8mQuKWB$+x3quyd8ArZ3rT7P36idd70RJ}J z1A-_h?OH<(S$dkSP|t8b%3^uiyEDm#ufDxd?YaC~KGlz*7Fr~87euk52C!OM zXngYy-GW20iw!Y*=!e(wi|grMXZ>v6Kb@>tZdo2Unh4{ITi4F!+ucTAt;eM`iPTB_)Yeb>Mkve<2MO;OG0898pSFQ_NJ>*PW6 z4mzvz6}v2t=+%ijRQ)OlxxoQ^=*aGP-*W#2Z={Dr*8SLvqvthjr3Mt^XJN%nKd`y; z5X_aUQ%E82OtQlr%edA01~Q^*p(ThEnNLQgN0s~M@jNLnRUjV4m;&+$l+P`dhw{gv88T2TE#fUfxgvV(S4;7G}?l0w4MqH3U#*j8x`e zMV9VDTIq22Ib@+&yCb+x>>%Uk{N>Ex8G~IzOY1oNz0v_$z&-hL!kfjFBgut7$scI5D>hg6WH4u0Y=bgIwl7D# z0~SGWE7L8g|ID(kf}8n6crLVJADeEg|L1eKrCjwl!-*iv=EEd2Z{%YC#1)D9CqXl6^KH)s!zkEh(;u)%Ef z>45x>dO%Sm%m$#Buu&AGdkx0VnO#;8s>O(GUskIA~3xC(@?7^Ij~sK#vc7);^KgEvKQs*AM=w-m1Kd5DvY)G)Aj?$d8t~ z%1MNb5)PN>Vwv&$doXGxYRHgkygUc~{=VY>_P*BHOstLk3^hT~vyzm;(kxT{VBpf7 z&}xd3$e!Bh*R{CWzJ@=e$kyYKqwRhTRA7BhDfn2=SXa~6cbG4ggaEU07Xv}$m3R5C9QB7*s zQDW8CM(Hm0V-@zAKCetUIbx0NV~ZD-#nIUTS|MtJGiB|olg>cf^#H{AFs+eeAf)3B zFB?hH;PF&$Q7D>F_d_G$*q-kHn#g_EDLx~HO%xQHX7=sMlCVODVdbbo>#*(86_uz0 zi?{rJ6^(10yS>Yu_$Y(>^*-hsl?Gn=MvNJ%l*9w~L5~i8RhYTcZLb#LN1;?YrK%V=80k&7nLc!(b#y6`8;80+S3M>-n+83O1T@9T+hBOpo%gNG+9!kS zBnM~5PPAq(L`FVDl5GOvjj{w$Xd)I6&o2gr@9hTcs&O^^$mrf?0!Zx#g)5iU|;)tmRB z&rXFa6KggX-uO3?&$l^Yey|ch%zjyUbS?NA@8^n)qjQg*aNvQ9VJ~!izdR#@!%I2; zc<5Z4E9$B^L$e{uN^v$G}RYdWaXo4 zA(~$7)=)LBG0vb4Z(&^U0P5sq3x}J}3IvaTv?qf)(-;{MdA@xv%YfDbmUvTFo!bkJ zicy7bb*qeQnt43Xj|I?Z7rz1|m5!^sxM(^vL}!7v)fsl#>0B@EE(SZN@-=Hbh%$5_ zBmUr!a>-Z(OG6$Q@{2&=ABQRfSVOrnj~zA!sK3!<@p{fm8WJ->*42;`L78Vn`T~=` ze~Q|=XqZ>{n{97I8^uLk6$jracQd73MTU;wwC2ek_x|K^hJi?k^ImV4-yS? z(#w@BF+$X*q5@(?5sRx&@I+t8#Cl08+G#;6n^r2DHay-#vBbpK*zigD@HKI3@hRHW zcF$bvcA(K7hs8UH3 zO%lw{E%{fMHxcit6?eKVh_)x@WxTd*o_^048gRdiY$e6AoP1^CI|)JMZw ztwPW~yPL$DJzQKd#4c#5FSPtWX+1EHjK8qLmQRNc8FTGrNo!8CG4^(z&lmBYSTBHh z3H$yrZmAe^0%owh(|T*;I(xq73oqA&AQ(l5J_tJG9!_>r!BgA3`#tVwvoz`+cbC}s z>8e|qo~izoe8Q{L^A>@o@iowoh*Kv_L=td7iQl;x%KsgNknfTX()F#L-F$&~h~b9x z4vV;c;ix$`qqLr_D(*KQqy07wLxJKdG4uG{{HJ(Y^D%2nk0>dZK8Kh|;_4j%ve{?F zuC(ji68S9=U3vCO>4qs)p?q3D()QuKyWOKo>=V3%r+CSpT~l&|8?j+t^Q#xK6)}n5 zEniw8ZF8**m1vq;Q=wT-A{N!CFf+0hkG3#qq%4j;F!ok3Whh)QbW~xtR!e^QvV0a_ z9OPj~S}Z5btiPh@{`-eVZWI`G{~ZzJf_eF{~ZWJ4s{v_TE6Huvo zQkY8}@s28cgj*&;#g>rq5G7&)mRRymbt3f*G#0nmf%wEDp(-;iB(APG5CJu39WTSefL8UkbS&4u_Qn1T@51ngZf!&qa4iHAIa{8P~ zcl|E6^Dk4Mdav`+U z?p2cuc&azDr@K8+ICJvZssU?LAxG0MI~88w+#T0~Vu;`Qv~oVR$WT3}#1>3skVxP) zz;)>v5S7Sb;x?odXE{iZP8)bbrgAC+E021kb}{r;S1}3=MZonUD z>#sOD9IXND|53^cK|VY%d5U22AXlTm$g20Ph%y08x6)^d&T}3u?M9AML`CDeS;f*+ zc|xd5n49wQFI}E*-BE};Zd(Kk2jTbFaug2i{OAXuEKn}-8u|=dg>NyRGpfD7@km%H zU{c~>n$>9DnsawCp{|;0!eN>bWz^oK>>%hf%KXjnvPJUh3X)1}@aSaUo^Fj2=htP> z|3}DHCxbDzL5k`}OP?X@Hxi?XIx_VwYBSs_#>>r0C8n0?-OC^maT%AXUJU*67VBEm zN3S9QOfRJ<_%N>pNU(BGb%I<4(S4ZLg6`;-BO}7MA|8TX1pOHOWa6sd1*iGrNwv5u zr>1>MW9vKqVlitC&7m zN&;MOG|eos!p%7nWKO*hZ^{9?0K$c~;A)bHzZI}l5qO5>u==8UwNyYv<+0Wb@h~8~ zDv>qbMJ~kAn0Gq#0d|NL^)=b(3LKz$$UzE@4|#7F$N=aC$4rb!hR<9NvXJjUI7p3% zVxt|OIMe#N->e0#VMe?`_~LP!+|uMt1(_38X10LhG`ouw^YZFw9T2%Z{I;2@=77o6 z#0a4ld7rTL9FW~HeWO}|E(Rp&R7CdZ|2fs=oB8lA>-3s20}^@!vPUf?!p6p8x`;^s z3L=85^NWewkWS5{3whD1ithn7x~`WE(rEg^)roM!>lGrE14QPM5Fo=scyCLBt}pI5 zLQEf6D|-XnbT4ekGXn@nnLV{dqAbO6pys>yuB>-mmxMypDt3k&LN)pjp53AXJy#fbm1~_h<*_VVSWE!}jBbezEmIJ|FkhNF3$914c9;>m!bR?3Q1RKe^bRWqz+1J(a3 ze9P<`k4V#7C(xq3Lny(s*%Sfx#km?oDf$7I1# zPO9C4t%o~HsLc8ZEyM$(b@p39ppmkc)(#9B0+BoQpLv2bRe6;JZ~XT?>*hmdgmX{R zXi9b#c;k*B4yJOju0-<`FWhQInF>HOBO-iM_t9*-H`?sVbJ$eG>7eR0cRIFh02pR> zS+eZzTr1_>28yJn_bj@%(_3}*m#v(>6XQDAmM~lEzglwSS5Pv@`VwXI@Fxp$pW&== z9OEv(QD-{$PP-Ek1w%-dv%`Q>rk-szoihDix~{so6uEJu;n17s;LT)m}Mawgz`4V{R4XYIbWuEnGgw z)#UWhNqB?<+&-XnLh45p*Ons@UDC~!fi5IMyDVmO9~BYm8cyIWH1+=#SG?ZDIaFoAp0X0G)`)VzZR z83R>} z+JhjH?+uc(Ze=K`KDZ9vuG=nUVCa#Mb3)gVf(Fp$`bI`x%w@0;BUmjNiTzX#{Rs(J z4TaJuNuCb`rro%{E#YpxF;7tYK^j4rlYcRaJ-x3`Mm>V#oK==@>CQTDBoW zbT6CUpC8**Sx9C6xhB8tjbut6L3U5HTnRWD3lZ4di(0S)nmZ|Tf=*+2O>I#yktO`l z%?5+euImHDd%or_n&s}=WbSWYC~ z(8%>iXBGOj!SY0hZ@K(*SxQIs)u}{r-Ra1#%3EYD5$j&<(gS3Y&zB_26gGt`A(MgO(fVw)1J53*DUD)`z9p7@)z@+nU z{%~1I7|(krhV`t6TglQGy%;^W`LSi`qW0M*RdSN~XkG(;GuQ2`#)xQ8IUoqB`<3To zp&pxwO`IIgWr*UTbC3ymseMH0oc=DNp3Ow?dnH%h8+S_IRqmwm?fCdJgo?=2_Z;>H zH1I@d?kRI{X{tGCpdSn}qcnsK(EBwfhJjY9v_CI}JGhNZZDcNd?`?`;M@Tm!qQ~nYqDZ-uX$g5#6(GZl}*`}$L@TIvp=SFMvHj~ZKmDCz`6^a zY)yA@uyai98Ez@vJ-$Hc%W`2-{mcSw1JsW?5jIO_mf zqGjgye&XQ%vXs<2QIpZn7v^rG+d3~zg8Gj;|QvSYXFr7 zKIwNFR&Ah16J+kqu&F90$fC+UX5KqN2=Nu0fN3s}MfJ;q^s zo9{wOtpYCl^+Kt_uf(hBerA;~*bf~U@h;-&$uj*&-uO7vF>|xEN`3HesRB;}1Ub4r zeO`KrFSi%i0i09muqNT`T{~?<+se1Gv_%SZ>-Cw&7vBf$_-DRob4XgIPdAm_$<1$0 zym+}y&-Xs1!Be0yfeS%0X?3t z_Do;SG<&o|7FCa^u$4^+$j+5FC$A+aXY;f+9CLUv2;vZBRSg!?O4X+ZMnveo5RU_P zBB}T#ia#AyTJt!K^M;17Z9t0+oWk5mNA4gtX2eAY7i}v0Wpo1_-KSybfl_tcPWQzk zI0`a=&fI=&a85FPT8lR+d$s}RdMwkTU>MnN9IY8CQ0Xv>H z&AH&}G?$}G7(7q><0ZT6XW6;V3e6u~=HEhuNk~ln zX%NHXj@z_H7TUU_gwFQ2cu5c+U5GyIZo<{T{=32sbjuJC`w$VU4MRedc^y4Ec5az9ack^X$9qgQ*XR(x2veS{;mJgk~$_0-v0IVs^NG zWr(iGZilFCt!(7GD;pfq@2(WRI~Lv}?Hv8CM_KuxM9Za=o-0>AJYat;`}Aa)c>-&^ z|NetKA4w5Zo&1&?Z1G142h`SHERf5(3QfJpyu{DP2{&W57k<)SfS$U~-3RXAak%7% z-3_-$=qJ|Ck9+)TO$M-of$Oapp`e|OQaNuCOvOHzNew1(AlYWFUiEm;a@*>QNcdksQTDv^+5u`Hq~Yq-d9NkQv(;ko*Br55vFj6 z!EBCn?ccl`Q~C_mTwqU_={WeG2i%7bQ%xUdZAmcx*=Ke}68$#%Voz+_8lf21Kx z%7SQNz3>!=qXA`x;?w7D=$Mp!dW4dn>Rlu}U~uKp{H1S!{dpvCf z^TS(PyldAie?=$wbx*vqv3#U;g*q}z-cQHhj$<@izG(6NW@TbFK_YJ_&HSzJ*fLjY z&bHG`GL{r-)21ElLv-1)F(NMz{(N$ubeFe-@Ug9fYo%u&`nb=>PO_`v-?S7YTPsn< zyM6M6Wes}LhYiF`YR>a#kq1xt6vva@6D?yZ&bC%iZa=r|vN4FY8Cw2!_95P7oLE@$ z$Q3{8My>9TOzBLOHjK&5lgN}_GPbhGNgWZN{`F<{P$pvao#$qE zthL~pgyNQRmCFLDZzUREwVl1Z^<#=R2JhV7=efih+ngyd*yk9lMisC0Sh2Pv#3wR- z3kcFHS@j+Zds#ZZsg!453(0sm!?mcUrJ6j}q7WASp678}S)LOwvXhD)>2_><<<4qW zG2Jfc-B7_(94Qa_3@;xg_qS7=!?T~ww&&;njgRmR5pfu5&gidLxHI+&zqTGF{(4x1 zT!dY?5E&ow53@lk57Lh9F28IY2*kD#-IRT)Q6Wv&Xtzv_d#N9P?WZrRHWm z9VSJEoPKoZU7YZbt|HF#`m9s#)QkpncUQ#B#gtwct|IljnQtiFiIMOg__eW;d#85& z+eV+ZVbh(~;g0?91teEy6~qXNsS^^!P34vz(u>UH;I?g6YpQ&0L_c}5!zM-Zl|i{= z>iX0sS&`!Hz1YZ96r#WK{P|MzThpc9L()-3+kwI_FnxJxqp{Vo!%I_c54YKMr#PiI z7xnDx&ahOT#XU!Ib#oLyh+uS{x4z<#D5|yav-nlo>U9Cxk!~9Pp9C`O&qLi_Cml4K z2PZ17SstE<=56hraR{&2eyc~JG!0+&ZmsahE46lbmungh^uPXgmPWVRW?j3`*pH+9 zE$97L+8?P{mY`_e8O(MMGtEdO#XsMCTc{N2m3eKE63#_6*<6`dyDN3g6_oAdR?jWG zOw4A7=nJW;>0i+sV?siC)JEW%PCW1CYvJWJ?A`QCq!LT00<6dEyN0Y0x2=^|OThGV>hj2fRrOH#&PuuCrR$ExY7Maf**WMa$Ge*S3UO~5PT(b<6B zd&OrwR)=|mLc}jOypoWvbid41kUEFNqx(`#K`en;-{kvG&G5}KvyH75Gm1ULmK7pR z8ly+KkskzK z@n6qz{=Kh+dKwrnE6(rFL+mc;KqKFGVa7MiAF&<&MdJ9+Uo|@oPtBs?lcK)9{$vX_ z3Mg=A9VAB}^X?Yq-WI3YmUO<JX+J3q7-l zZntk_N{73p7soU@Hx5cwpsGPZX;sLOuEYl_LZ%ryd|$EIdUM zKyh>%f^Baca37XlhZdoYg}Hj|C+R;c9%#&zG5M`D*enPU>4lYp?40nz%kqAbBA*@N z-rWA<&)?{Kcu$D}>$I)b6WKo)*gATX;o}KoXSUQ|MXruBV zh}9VSJHS5fAlfcl7Gy(m=ek5Q;JoZvU<N>k`!J>S|hg zx}__`Ur$@XYfj6|#328IeEAMS4x_%-0k-dZ4*dBD^58;3(ce!I8sGoZtLCr&mqr%- z|KP>?|Nq(F@4)}P72*H-o9qr{Yrbl8)3_ztxGQ5kRP(Lq(2dQNn}G~Uj8~3}t@R|? z3>Qf)Cx^csrif@)T+z-=7{Fg4Vr-N`B=az>ye;mF)k}q#0j(H^#p*9NxeK@F{)#<~ zbI-TG7HHKJmZbP9$%UAdl9HdkGp=%XiOZ#?aPDry*sV#?FDo-J?S5+|bn?2jdc1AA zprkD0MQY{qU#4!ge(~8-6!h_4UJe#z;98em>TNySzy%g_mTV%CasljkSQ#1H`}Q-* zU&5>2zc`Xhp8D&Bt6~rH--_`R)Xq7sU2;*o*t*|gd-IG35&MEY{Ft+rpoO}r21-`< zkS$T3GOqHLi;}Z-TIY-ihNt#tz0qa||41v#(w%o~AL})mp6SS=coG<;&ve1bYChq1EP0Nm<#r#PIp@CPOz9 z6H^vT>7_U0f$T$DeP?gq2;6tmz`Jy2&V74ze8AydzqOLGWNx0rUvJe%Y0K`jqQlY6 zk?5iB?(m}pCQWbA>0hUwM{8p+Kkz<+W~vcJ?3WUnn^`o!f2(YK&(ccU=7gMg^D*%X z?^JxmH#)Q5PBgvSSbi78rOfFgsaCMj?b?QP>p)O9W&LPM|W6VG2R1Xb=L(Odt^ngee3PNXSIK z=cQZ8KIc2<&$GNuF(yhcmdo5uJaRm1I|CI#)>c3-l%(M z*R0#UaWWQrM~WJ&{(7M1Ay!}=vCzQmvct=GxP%aLjbulEoKtJ-fhTLKa1*Dk31W^+ z=WWP{g89!3)V_&9lG3(9BrB5zOa!*rkd<}kKF!ry7P-@BstmIz9;X9YUoq1JJr`+ zQXG`c%?z3MnG3^syv;7P|84NM23Az-tPtohwa`a0F*-sLXY5-TIY6v?A5(1dZGS${;nx0T3@l>xLilyRcck@ z-4VX2zKkulEk+mn7Mr7-;v+Fi+)Tj(+(F{u_5QK}R%+a!|NDZTjR!?+>`YW*hF$HY z-nz-Kp*Kot1a!Dlb9_W+;M9Ax&9!S6%seJKvu}z&wNP+UJ2(9=dZbP0Qy1#M;@g)d zw4~vGI+WlNZ_TG0zZkT9T`ae@Ta2re#4Fq8S5CJ;Tu98ONS! z9KRAKYgBG&h1+$Q^F72t4iW9&xH&Q7bYKaCKHp>Ky#33O$Y2Rs?|%uyV!2bLwAbty zwamHkj%pGz*~a^rrMcp+uR}S-Mv7H0_7)k$Z$vkINcf~HVsAwEoqD0diuw0r~If-_u znJX=Ne)?FaaK7kciwlO`#ZBEF2Qz3pl$de0cF&E`lx*}0An0pp#Z47w3p6tx+_|Tc zHU+KE;(N;Y96~|3>6huK__jZGogOH8ALjBsmdi{sCMsDwC2M_F)7D3TG2ORk$-97 z*V%tmclTajj1zxxe@{4NhL?mpmOO1v+ZbBW{={J&(R}t_RX%n<2`&>ZlP@za%UzsoG&U*XAvFqZ}0D zcqk8}B;FT2qAc(=QH(5jEQ=ob0CO zXX7>Bsw7X9+igCjTb(Tf?fxX*$HDyazx*54Ql1`ZA)E|1Dp>gL;bBsk`jf-u(?Igy zGe@_hd=dSb!fksi{4NOtTpGF_r%X_PILLo24qNZ#dq(1TS0&wDM}NAf5_jGC zx{tLrjkFHc4~NL$T)1dTQC2kGD`udhJGAzM`g7lHr+ApBN#=4!l%uviSR`@u$=Nty zFe4nVn|tQUAvw@-^AiSz-fU%{9JxRb2-ywj3}6ij%k6Ha6>nVL556VWUHZ)9un}IksO$a#r#UQ0LRC3zeeRTs2Iu+q>OL!_Fx& zoVlHnV?G#2R+*nlkg&! zEHog?;#6p{(hHsq(Mf{;`0XfER@e{sPKf8Va6VJ@bzwomO4lQORit-W`X0>>nIEIl z6p6lM^zh=F(3+0Ojgi#$QatrphJ>j}aZA=$shRu0Ok;Qrn(cMpL69&jY)dxcUZFAG zpltVL7zAGNAGkg;Z-sl1j*H;VG>in;nrArPxTJ>_Q5nbAZ0+^85*&rBJoc?=$lDxq z={Qn9&cCo1UzQ8aY*>SQvAWFre8!&i8MVA?c222AO+Q4|4LF@ zCAt_lTM z!B7MK_G)~xbAM3G{Luz>P!Q#@_mp8oAl_Arn-DjT!XnK|ax zVRKgooynrJ!stgQXM=Q<(2jlm?N1m32Nz*|SpimeuZY}TIiB8G^#<__pxgo#{!1ttafGy&IyvTb$m;>-PM>x|04~ zTRF)7I#9}_V|+@&<|~S~#~+W7PP*1d4$^od$!T=k)XwU8W2!Da@&{kDVE4Bcq7GZ) zbe>1%)zD>*x|gjpLvD+nGapO-^mKCKiY7-~o?!V$_zZH1AEy0Q`8&eKpMK|m|}x!pGw4*%oF`TY+0evXZ` zbEq4wxAHoLO-zpW?Wz;+ClSm@L6fmY6$aNY^PE1~8oiLrIX!^`wR!I@W0twBbX+QA z5esZSj{;>xjZ)MgOGYZh&ZL9}MO~g7R;=ODxC6s+itd08hbq}36GE^av~73(vHd=~ z|Mmb)pozQ{>XQ2lM1L=4|O9XtC; zc$p4C%1JBl$pL5A4~OHY@7n#t!U1;BuK<;#&lhlYS%(kBXb|bCwQO(i5bBE@jSU+6 zRK&e+6GC|xoQYRYb8E;B5!-w)O6UP@HCdF)wLbd9m~*^tK7W*@d;Y#;kpq^Y)ZDZG zAF7|n898y{>kb?*ZIqzPbs>lyxpe|{eSONpEaeYPjhL;cf&+CkbyHt#y7Tr^-H-6k z(T%*=pcs`T$*kIH;>y4vQ{x)cF6cO>98%O*5%bJ#lXf5RsmTw*s9*#2yn3kwEwgrh z2o6Z1DHX+r0Zq1**zsc{c0@07#i|M=m9ALUox=NlbPOGz9(>__`46w=KpoU>!49o< z%UbkZ)YxoXu{AgMm``o-no?i23f)YZn(WC&-R1GGyWVPALnUr>q9OaHYSoL@^pxg| zw7XmFoon>2U-oa>Nm-##X5E4cL?Qv##=8db(pFg&1~Yiw3jEm?b9A5+aPu%3GAyn4 z!!wG98QwA2zJw70;Uc8VDDQPOJ%OPs{?p{;2+45M#LntUCBg^sh%WJ-ltxxJUpOcn zb$NH6n{GhAQeA*1Gs%m&Q?6e~CoSeHCktFfb4je)NhiubH21Y+Z0z~;hLUGb`TZNp z>)Vv-AnO1ZO9jF8;U){o^OJ1B7Sz~{ucr4+$|M9=Fm#^iV?fch-#PFUZuX56?(sDD zJ)XpWIhFUx)1`p4Uzou-Qc&eiTS(HTO!XO~PftmC1WiqXW8db_ON=Tbi$qZM3!!%g zVK@;XVET-41*`IHGpfDG_mtn8*vG3L;n0tOH`TM&BIr3d63?A2$0WzlMGM=0Cz>h; zBQXB0rY)^IUypMzX#dWWD)yUEPJcui=TD49^j;e2S`YfV_VfQhJzw+_mtCch1QlC- z05uFp)u==dRlVg)rWJ031at0Nr4CvpseuiN75{~yrFZ@*muW7d4e`@_ZB)aHM*PGI z<_{rhVs-9Y3p;ganf&~lI#(&RBOg_bs1zEOms4WQ9&GjhZRsfuxu?pE1|mAFDcj@A zw)&7i{?7FFoqX4X8k>;Ifk)oy>QXnLKQ!T==LLk#{oKG-P#gF&aYdVoeBOLx46TrC z7W(NAWYogn{6F4AMm>02Zqz4ER!XZU6Eq245jL%v6f5)8DKZWjQ3#L`)% z{xi`uba=7Q5G#V9Wp;S!HO6wU$vRRg1+T`v)hEJ+QAg1Uc~?5OZFae=li{Wi{RoRAVkK4PM;!$fQ0HZk(RB`Kfa%3rF0?} zAIeK5bdYhIebn}5!|X5G!i5>1pFv@Y<|pyF1xJC^KxhaYhsll!ceivc4M|Q&k*1y1 zK_Hn|zmKxkY=yyD#ZAHb_nwxUf4%A!AGnkd{Aze+3rNE1?ilh6{=c4aXZORZ^?SCo zZZ%)Q8S* zM_Hgzxvvz#y0p#9izYE_=r+^C+|zIXOaMi}?0#o=Ff3=Anf%824w`wnXjvlkG)vNn zWK%;~_)sva8o5RF^Y6J{s|j8rVSy%$H_;1ah;PwWj5*7{o)Oe`D@_j8 z_tfbQke!8Ce*f*7W#TD8J>_6>_`S?Q&L&t&jJy)qH3L>qH{#FE9s_e0q&GuI$6$+2 zACub;Mtu<58w|AhS4#idfDfrXggjs^|3Lebcnt$O1ffzU9$(sueB{4IVZ)^{Gzwk@I%DC_Yte2s~zKWcHTHI$*qEuW*n_c_M;Ozl6{#=U6+4ZRZ!kmnu zLIx9$6X@LZkh;Bwvwy|CT!nfGS1NpYK^fc=(3Gpr%1qme3%5G^HLB}~-1Pg8V6mIM z$UJHii^MXe6u%8Va~5@iBtQO)*KFWB4Pgv&YXu}-L(y2=%kNMx)8s#Ks1iaZCLIIS zh|_pTqxdubM2^%M1G$-A8TJ!v6L$z03=lQs`sj;%Fd zM-Gf9+_>>sE|J8n0-dVaMrQF_utra;{9k=Td8L48FC^LfC2>*ju!_j=JH%ZWM$9@C zK2@f}mI`sSm$h z5&_iHmPMfRn%(1wubn%^3lQ|@Pa#@91cR(O)96$>Vt>)T7}0q?FQ{!e-qxwe209Czea96_gx38!S+w&g6-e; zd<`-F$96=2XCgG+|M^9l(jmG5%LLc>NYYQ&v|+yTSwWzP$M($X5DqAKF|4)#sl z%jI=`%Hd8Wc$5YXe#m3gnjI3aYk9uniGOpiO9`h9OJk;2i>hlYr`|MQ*r&DHPPe&f ztyV{&2YC(0z{FQsSh3Y`^xfP=g*QXU#6xAf(c)NYL2bd*iaS4l@`Jlbut_bP%x&H)zOKJ!E})Q)=yh_LdBbO7`u z$s$DLfXOL`y)M+d(I+qgcZ$R@IpGHgrbDHM{+#U&K{mw#z;5oX@eGmK`}CLWWMDtm z2!SY?^84AgW9ZeQb+SgoVch3mlkSi;HT7_fMtq)F!I$ke6VHmuHYK1~?)M0U~hBCe%TU--%wcVE{=b{Vjtj9>Tw z!{pW&NPK)Gz4!8s;wR*+k_EBc^$2Ky@|QwGm$w=OiR*{LpsHh8%0G5uP9X5fI2DZ7 zA*=aMvm*x1K4YlGb6wq?qr)*+6N0&rXXx7bQwvqu@S;MCH}k{pSt^K11;)ngq3&d#mKI(5z|-wgZKc744voxiS9&CUCBQ1p)1L6n zcCj2oZ5qspuK}z1z}UI&$IEY& zY|Rr5%w&hBE17W;sUeP_Xe;#7SeMbOAyzs#tGPJ#hokVOmctsjmUpH-hGoT)J*V_K z1#p^T-#dFsd>HzFKLBEAebug|~5 z$JkOI{CRpybsjNh+ehcCMOX}iT0Z1N6Su^YuU>BvDi9bGJtqTAWzE+KSM`G5A0s}! zfM`QSog03W(n#l(++>bFFV0g`wtz`}wW%5pNb>iQVNcX;_NaS(s zE!xeAfQehD(*{}{_7q~NDZP7GQ*p|fHIFD#fc`!_i2auB@3e>Y`yrhxdco4t9%3lA zOx`wD--B|6n(TmmO@+{KgJ#kY-wX?Bn8>Czlg4=z>798kqtW!W>;UTYLf2~YHGf$g zh4cId+fba*!CXw%m6WthJa(Cz%34NgWI2&U*ZkjXq=@EQT2uDz6oOwuCxPvXY|=ho zo<)&5O9c}T14QMmhWTgFXoBV@({|UXr?Z-8YZsZbng&%kN%>o4e%^~0S4+2CMazpn zw6He8G3YE5)F^m-e8fJW+6Euxx#Rl3>OAPC){W~1ChLO@C#S1Ih!jK17G3hJ|E5Cw zbnPGqy;{c1-OUFy8btc+@6j)+v_{?8+1}`eJy|`G0GNIBX?{bD&2i93#OY%9j?`wf zA^9w(txC?0j(r$y)ooxa?+4M#r1<#oe^shH_W|Jkl~u6@FOOK$%VjnFlJsr=j(D@d zZr^5%U@jK=ZcbNd`Pm@a-3f_lvrr0^QkGXNsrsuQ|jCYm9S7U7I{BdWHP7kno0cLv=o zN^mvEY53cC&+E1?)7DM5twU~;M%vASza%l+@?kx>@6j6NUAQ)7u-$w>tQdOn)k+7Br{^`^d}$qhlvP_c^(=g` zqSaut81Eu;CH~G#d~S=4Se$F+ef(V^fT!t$9HI;9bxpi^dXr$qKh*eY#9vTP|>!s zNe!1|6`XzCfcV{hQxA4_xp1ajjr#IlZbh8+R=quFQ(kUtIF=6Ne=+KDy5S_6^V;$uB6sm^zHGZWPQY-_TOsPI{WoN+G@xlkJT=6I8s5h z%^a;}I%SeOldDLq^uZ_-y^ec&_m(_*WBS6!sPd5Uk9*yZQ%!iyRGlxMtWGoxNMJ}b zULfK5K?QY>jKt2)Kvy>lb-4W|NkhO8(*^$LX4Sm3?gBa0;G36gbGN)^x9VaeCVTIj z9rAx~Np$^Cbi_NX+khiG7X+kRRBpiO0*J9z9GGj;tm(gX$kJ3hvrqH}bIf z?Ns1mJ$bbI>(0S#cC4wY!``jy6V3UJ2Tj7l-{t%YWbxwY748f`9*V=j?~5Ak)OSppP1 zCAoFM-{@CZ%C#))r~#qRD0uQ1albL{?JuHKYtIYV(Kt^i;BS%(QC{|U*lL=~Lf>c5 z;*EAeb|cV7;UyzmJI#NnT*Hq)x4lrtN_$>sApZkHG98`}9APCJ@mH zoZ3m_@!w7h()yW;x7~D~0_a%ZSa=B28F|ur8f`B;n%nA7R@U(nW|TR_Sb+0L%M5BLHDD%8>Rvri+8#sa zKa#LQWmO#)LotZb!i!si(n`an+zhJemA?*JPqPXiGA4MVgl8FR^DO5H{N^w-CuK)eZG@YkguNLUe!jz*=8riuM@8z zeOtTpqHT~|u$MJqvUmgHX3Kw;2@N&V@26u5km-l>lUhg3)ugQ&E(~JM{VFnl z98m4U6Hb|>*BV|riaX1#8>!|Cl5<^0S@HtkWiofdzrz~RRnj@vi8DjNS)L1v4UATn zkJu4kY;MZ8<=uP1xY7~e?7Zktt>UKdwy$xW>|JaSw3gZ0ya$irs7Ez4ujxSyrs2Xd zUyy1S7>3Uc83GZN11Hu`%xIN}oifih+m~K#=@xI`8~$|quuWfn^|*<=|40Vh$*q2CWp2f1oRBlq-Nk) z>BhYL6b7iP^1W%n)Ev*TzP@ihpFoKDf$5N${2s zRKu}nH3X9eg{|JDzO->w7lnI+S7T-_FCrELqUwAX#HCO(WNt?SS%R&YS+Fn;(R*VDzh7L<`=Yht=r zC!@H7g}8h<&bXJ9-XxK>@5EO0i)7i<$dqv)V-pL>LWB=z`tEZq*Dvq$m@(VjA96)B zKb5>u`J5|NIbe&~4@FO$%Srz83Wd~vh|^D8H?^yk-AP{{XpSOLR;4bVG?nyz%j+qm zpJ)Ds?He<96Kn<0?Pr9K8A z(-)K4HZ)zk7vRf~#>Mym^b1MjYFEwNUtN0rePi>(z1!nS{PTz2)vB9%Vn+YM+BB=F z@!kq&9w_D@?QlWUe?8j3`>1B}kTW35Ky=S2Z2RdzdhbD(fWFz}kye|9(z)q&43YZS zsI#-Drza$MeOniDuS2Lz%plJr)b_2wyT^E;|GDgJp}*^YJomakSRqKN{hauZN>jn!U+K2FT4A z)oVy*844sCF{=IGSfIL&%4GzD|3Q>-lPSJ9ntX0K@|s)%&LZt4fHA6fg7ttj=GdQ( zeh2+$ULone6KuIKF5OWyFz>$Lfmlg1ZKQUwo`T)|@^GD5~ zMopF?W&EsMxm+ev#xEr8hxP!ZATGP1cl8t^%s@*yj?0J8XA*T6i-mjTsEAIGIZDaZ}#jO%bC{Kdltvefg(bm|VkC5uSPcT7i4 zTzbex{vo$YASO!?@*s6^(E`fUrqxTsmfugQ*+?qm^J8n@ZU0`Wp<%Y-#&e%h&Q#Z_#j)VL%?jkW?-} zW_T?EiHJ14DYpmKo-5R8U>B0<5dC&K-=f9dH%1{1D_?2?|I9rHMF{m{@SX4*@EyIU z$kh2e^@nFIt$m(_Ao9P<)KgdG2F$+*K>uWP=5926Y5jJXdDcN>=0%!v zhr9O>Y4-4DA6?b7z5cH7tpi0%-#R1ztt{vpQIl0peWa(iKf%Z9+I+iaY5SX|EYGT5 z)qVT}J6}mptX8DL*R0Kw>|0L)T02~b{sX#g?`7!@kNQQ(uaP>t{ z0eEMr1YQR!L#`NbQL*U8b$CZh=pi|B>f0JAs&0YQU&#Vot$t6+W;K3 zlxSf1lA*SoYlrN>Hk0Mk6{(X|XVzD_r>{hPy#2{krSs`hUKNj}2}o zHB>Aug5>7#{8a2Fbz3w0U>EfNf0vV?nXfaf+v}MYXf{HM+P|+sJ=ddWeo-}NQh?*t zoqBwf>K$RTKA2!yQ#)N}oN{0fG(s}##1|lp2|NK6x1}$0H+^xjvX16Cr457!Kq)O0 z(oMVV698|Rcj2rV+Ag`X8_)%sQQxXJ#ApKa0q%MPXtXe({SnEo(10VWAgZe^`h9p} z6+_;Kio7Fdd(Ygoj7`Wb*cCNpS%d{ZVWM3y{T=`x3Z0#tS1W0x86*!0w$0StxXx`< zrVPbsu2k@G*z0zb`$!Sl07w}6d0tuHy$1f-%shwWJbS!}*lTm3?%Z_7UDb>=s*c}w z$3}{hv_YecG%-h#@!za&IuX9-T%e!s4=RK42Oc{H0H9pK{CseP0_wTD+$v^3sO}sH z(qzMtDRoa&=>tYa4O=*-#;dahlXh`Ryl6$+BwgJa5}AJiddxlmqzvlb97!BN654{~ zW*Yc7%~z+UTq%R5+`v8*z2kKD4y+!rEOcIfdj*uipE+ozw4bKJ9FY za)wPcwyW0rvs(bkk5+SZbpPZe-h(i>$;VtW19rgjK4}$EX>!X(Xf&WlY4N*1DQ%CA z$QA+FXWhC2^*mT!7I2vnK#267FE(k7^fD>hAwIg@NOA(Y#G$(_&RFNgi=9!tHv^y2 zxBaO2-`3RV72Y-}{#eouAjKwOG@n=*n9It009D8EAh<#naF0uq^bR&wy1LZ8d=|Qs zugDvZ47jkC3(VNu;#I_+=^gFmmkvRf&PZ3n?C|?_GnOp=WkO?7_%H$uN1Z9nluL=% zXJ(JRu7hR_-pjKi!yjK+v%LBrG^g2p+c7zDfe!fy*AGwOh&;beZj{FI?gS7CD^VxB z<2qU5xSPeRmH{_a9jF45j3Xq{xcP}>%DZpnl_$nqCc_fkcOBjp|ZBf8J@tR#+gu; zBJBJGb0`LHowkeNvNY86#$PbSGAi{O)bqn~Yon3}-Ij1GIjqq52iG@up4ORd{^eqi zXKWB&6AomVN#Uv%C6RzpQ2*QhM4+^HxleQYdlPN850>S_BEU7j3HbQ%x~bfYFM zH3i$o=)KoTtE%Hw9D==dtBKHG=EJBgb~L#BFT>#8OWu;lC{(|k0ktsht2GQ=7-AOG zB$RumnHl(9gbS%kE?er|@GA)q4c(|R7<*Ct^vFnS&4z5;_%kl+@g!#b1KnS_mRYK( ztbRGElobQsl%k0r?|9!9762`k?k&4kPJ4Fm0MH|pwGS#JIt@DHj(sJY>u@Wo8~d8v zYBsX4GiPeia|LSbH@SuJem<6I=6wMcz9zE<8eTl+AJ>QhN~BA648Dl_^oMKHgQvEH zrdI9ljQ~2^9u5%3R|?64G)3dxpuUN72`H4&-DPWPp?qV$i&;TS=quGi?+v`dRl@x_ z5M);p7NqBQv9F!9>V^5-38ZT;EU>SSWVqBdfedf}aVJh-+W%2E_9kIfFM?UmvOtUapPF z9z!7$=I=dh87cj644{R(I7r%VB++$IqF3u|QUP7Wu95{;fSskL>Wv|@z^*`5%Yk$v z&;9%r3t&3U=~ejwqJqwDfb%}~#H=@Cq-?vp_!gJGWU;y{>O~3aZpjOepNRX*k2pD1 zq1#hPy`Bp*u7CYouh;p&R1tK_2KgwUsx{;W{M`>u{c52*s(4iBE^X?uPDw})I=A^( zMj|w0JyJ~kX?~l9d58~qm!a$?kQC&DpmQVC8+w4{kfmAQ%+FIGD@kNH2cIfDv;KfN zE4^ej##80S#ZYZ$$KU|;myYH12x$UIVAFU{Yvn97mo09ESW5o9-G$um)sCjf&}VnD zgnb^#8J(Wj=>5Vs&Zl#HR`>f3oDWWbgEu}X&gXyvmRDrKMORMx)4VCGbB{W@zAbSHQwOiz##G;My7FnxzcvBk z#3%Nbj*6nU4mJC$#M8`I3V3aYT@I&j_1PZy2^Ln5xelJxT*gaH74P>xI!!hQawpe@ z=%((@&K*dO`1)ZurWm_b|Bc(=AAsEp_^^0;Pxy^1n8FL90$rXBj+Y zVb?yKYkJE2+9|w)d8j8fHSk=u(eggXa?mm=X9PPyq4E^?IM9u@HPjXI+L>Jt#aUx# z6MyN-))Sbm>hqK_5r$VpFthT0FgcF05n&+5xKxlTsLQ_iPP zcZ}C1o2o~V;zxEHY600(U9h7fgYh@=0+3oy%Ur=K7`*$Q+zYbFiyI;i9TYR0(F z@~TDpJX%$1zHrfBFzEJ<^gouoE?8u$$==OIWhAYyQPpXax!{TkKAz7hK+ zgbaKR7P@8{5c~(AMpL2>U96g!57Prrf#Zto%(mJ>y0D9?^OKA>Crg=@%dL!k55C)y zqP1Ui`~xKQ{7FKGt?jpKuW`OxfeL27-&+S+pj4auA>4P%xwWZG=&sxzzaxa6lIQFs ztcJGdQtHvecagP3RmZ^=uu<$G%0UscoIrelP#uWClmuQKnFJq;YN*-gK|sXvG5?#E zt7^+f-y$t-uV%`AZTq4uuKtt5>K=rQt$r3CT9ol$p`3bEk_X!R)C1-4&K7C*Wj|N3 zDGddP;CMKY5?wEV?Z|4f~!Uv(~2d5Iu1G4i1 zgO;UHuLGyD)ifDI2aSD+g$T8Pc*^zDUrRe`S}rGbr5%9J-o(WC#4URsPxVI3yn@yl z%sB;ATe%73v76C*%%NuSuG)I?6hU;3a~%*oHX(9=$*D8#FGyp(i&LeEg`4;NY&d+E z`EEPDzaRNf)@0?#8wYNbRm6PsY`e6cE##yKx%dOg)_qHVi$Y>^@xV`lHseaLkbD{$~|6edc-(Qw?)7Z zNU1ux$ClN2r0F|IJwQWHx*@ENnMsO~eu|ztpg@+6T#QmOsdwglpl@ORi z3B6?t0%?@MtNvp4-^#Z>a!L8d+x)G3QPs)MJd^jEY#O8q)ar1JYqoausRwOd-hplR zfEHyS)B{0f2L-{B3>q7bKV<^A+YF1GmdNQGbYX-8PPN8)NOw2Z|8GHCA`0fNdNckfSI6Euh>tk@)%dI8jpd6AO*!+K^=% zYM>#aHf;cwvSUzPL~{7GlE(M;bv{)#(;Hvr2X6bEF*re*m;{>Y1n4+tj;3iT5^Yl- zgioBN#F+0MSchsm_pM-adb}EcHkvRwu>=DQ4nE=(y_`00d()DcaXc+)x8r$X>K>Pb z(pDP{TcEXAT5Hn|KqYK9Fbi=>Dnw_JYbH7VQ0a4HJQ4>7+n=>vhTV-lzGESVJfxlD z$sv0vg%#Ph zw(c!2!>u8HznY`|b}N4F!IrO3W8df4nCOQ{sZLch{j2w4gi~8(4a2;looZAB+2qow zia)vX@UxJ3dWMtx+1Ya&Kg*~3-~SI=A)Q~i7C(5w4shjALgE3RWVau?Ahpw#CmTqY zw;eABAdHp@G{Mv&v2S+8e#439$ksX-wX`ivt*}@rB&3zqLOie=M$Qc;Eo#_wI`x=;e1Os@Jg^MMj z0dAgQ{Nr(;#YY}MaL+IJ9)h;aWyu6)S*Jn!E%eS!_SjWqXKNUK`Zx3L-h`hHEm@{9 zxsq+$ivNoZIia$A{}JAnylt4k2XQd6s+ZTQ-k~f43muZkmP#{#hpplfiwr)GNZ`Blu&10l z96WQYPc7`{DrjOItX>K_p!qjF)LqZ(JmT>n9p+!^FlDEloFKmmkuanUMke_X34;Y~ zeux-06cF)zX`^|50;pm>#UeW(cGKB9pQ&EG-a1Ca(zF7x%ThXV^PAO3%<&%w7;!j$ zirJyB|M!E6%MZ5w{_Gf}8}K=qFT-0P#W0?uX{DAiH`Wd!4b%pDI6&8W#}H_Mk?34_ zy51sL&OtOT4h!;UWkA_0t+VTFMK&}ZJjEw$ustrCy9(l{&fGSz$i|QdhggdvM{p@C zND6@qRj4w#t>ona)K+v1UOWxW=6PP$-roMrdk`hEQlSFzgxj#o(zi$ef)${Bny%Ke zFU{r##cWMDo{_pnjgE}e90BqPfKNqmH`sh-WW}=6V3B+ZjSfDi`_;H<*bc}6>g)S@ zlXEhU`jAcS>uR|{(8vYu+g)X%81PkXQc?*w(S*pX0{Hp?giN!t+uJ$0&Q$Dvk#lox z4}yvZLdeqAkJyr&WtSjpLi@r46QOI##e*e&mr8sFD_9V?^652eQq`6yz(&MWL}j0w zwtoRB$BSYn#aH{hqQ!V`@mqx3)Vl(K3UL9HUEUXg%0GLnuMo!d5*9p^%7c~S_a>(R)>}=4%{33vd z3<#RAYkQP(aC? zOSWrIBtdEi@;Z>j{a&1Ii1fEWf^~2Zjw%wF7$Nzgr8ENY(e1~jfSz1gSP-V~AzjF; zEtSDATI;Jf*{txT~gTHvH|q_W+pw01Xjy<9(21^?e8M{Sx=#)ZORH|H-p! zZUrO<Y@i=@u|X|bOI~cjIpEF`Bty)L;r)+K2CbN$q;i1Fl)+!ds_e;<=#JawF+QB%C9;1 z#C1h;x1)K}GN~9~N#e%(8V(ft{{Ceh1BmeylF+lu``Nh2m!3X1m2y1OF`5QsH?`2d z59}C7TAR7};h5V;Db@Hrb@EN>wt%1^p@i*pL9;ZezSJt>^1{2SKCAfD2tQB`8f{y3{Vif5D%#nmCl(;$IMst6}cU1u$KkO%!4K)#WrRg z-+kViDnQZq{sd;3?aSG|k~9MqrYG@92l<~s_1Z9G>wP^lq_JnZvWoL zS5jJhfGjVTj+S(LGb#Zc?9AyaovNTed0Ws^;OrDVtcKZbUsbYI%ZLa(DWBj*EAL_6 zXkvVnf+pZ6fVDzXLFLS?g#JnB1UH_TnB)SYR=Gg*;3oAj@c!!L?$4Vj>qmX}CdT(W z%duMD);eKlJK$%&2klj6awsjd79cfAfZ)Tv%EqUIqN#kLPNoY?7 zt*6j-wE2iL#+%iu^po&09@Ab9oo7mq_}~?ScTN{lpV}2x;IvV-K>%EBJ{?PFy0ca* zbuHxg7ARXy`C|ZjscD#8`Sb1zrz6t-wf+EMU*IXx{6tRyYo60(j^KU}ZtR8>AX%1= zE-iAxxD@VnN+LX{Dtd}G9}14V zb~eym_w}T5h1Zqq&h2l0%(~Fo-5LDOP#^QIXWg>pYI|`fE9}yL3Q675wLp?Ggazin z_eo8B9X*TTx8O}^uKX7ARgFCGbz;xyHUZYgbF7V?0O=-o*^oHoeAW*aJs|Y!nmG?O zP=JJaNJr<{qM!bm@|4cy?@|MvSCQn-Mrblr7ckJ@ z4rr|bHfJC4R#@YjApK3o1K!i30t#fG*jhrqtPfS!kS8<@w&bx4{(L~!C zAkc2Ow(<()Bt|XqdeqwyKsfEcMU_odkemK=iEE~8u<_xQPG@35%y2Z8^6R-b_HPXA zkv$M-XZHFt9Tp6zP8s9m1cjLHSRXcAUsvsiAxF3o`P<_MHu*5jJ~~g4N&{AmZB482 zy0$7>2TiPf6S@+k=(Wlpz@1&At#Pu_==#t@N&@Riz4<#YgiUt~U7;1oyF`Y7^hP$L zsfKo$__YrEy-aft5RE%teXb5i+I0MArd$0|7Yf9V_R+1F`Iq7GbP^s&ArW4|7oj}f zy-WQ5egohkW1X)KzS=i`U|yT5tbg&$y8g+mx##l=1}CsO#zQ3%*KS*GuV=je*R2Ks z>no(scS$(n#Sk46=IdG)uCYI~IhBB0vWp(Dct=sL~a=_ax^ zk>@tDHlaB|3qx=we5H56cZv|xxTpKx=%!-WiCe?20Cw$&t!(r^G>R6)cV<6SMMAM3 z!75ZKxhNZ)+vKM^I#p^LTK>a%G^sj#ih*;;5p4TG(c-Pvuc-+0b~58eD0Jo^ooBOA zZwh<6LoS(w=X;NV8u zRkDRdD`!_&Tx|Gg#w#x+111rU85QqFv_kFA6+?ZskyLPcVK?= zv1ARj_yQMC*a2KAKn&m}{ye*k+*Kt?jM2r9QM6xK_g?WHkE7e|Nn;gt?$$zUu5ol* zZ1L=H$f9Ea1b&vWO@tU3Io;JWb$&(Le)@UY;et?ZYBO{?y$MAS_|QcNY|~@A4zK$$ z1&#aEgFsPv#1M(M>V=uMZq_d8raLN8v-2|DnTV-M7hc!iy3~+q8FgwWpzrSkNnB_p zX<>)|EalUu(-h0+*y#Z%L4PK)ManWaS2~1DgWluZu-fd;aGqtH9Ik>&YKhwjY~JV^ z-s&l1hW+AKHKb4YKHz;FDEgwVb0X8hu#zk)_nax|NOe-$G+io9xlAKb$27h@P0r-05^<3i%I8+M`~Zy4Z96 z%=rh0163Xsu35NKpd6SH9pa5MujLj-5{~|M->0VK<^729XKNj-6voaZ+1D^*Ukh!PvhS6BFFRw9iV$O+!5Bk!V+IYz zKEG$2^EpS~-~7`*z24sM=eeJIxvuNJAN-c<#!N=fQx+o+Q?99aO`QsSxul097XyP{ zKXrwO$GIN;UwQ<2aRQ2h0M&`w&Fi`l$Xck7jO~$0%g1*T6EW-S38UV=bx4@LiREkTBle&I?bQPWjP2@&VN*)~;_0&!glP7U@2= z$$Zpgk)o>Y{`L@@H?!}VZiUCe;qBLXRy)z@24je_OW2x(chqv*o|o)BRrTk=0I6dz zAL1oqZJsYV0=eJ>hRv+#%??^;&CGzgtRC9QH62R@Ftym&4z#&&JB5l?d?f zwV#TIvUW90oV0CYo1IW2*47|#y15NRQL5RVtBN3tygCW!`BTopBrh*ARYUDfrE}Fw zQld(Lz-y=cYM9Mu`LYO8Waf~Oy@E~``f}m{NFa4^Udpd};fCW6+)SxyRB%era>jYp zR7S|bv#dsf)nstNyg$$!WF?B@8$<@Tf~i#vYROV+pi#~wVCpn=Kbf{uwY=1FY#M83 z54H55aF*?K~ZZ~4RdpH(Z6jfV1LUC zUmg)je~54q6I!aHJv*%TZFS4np3zHZu~XNbP^rl&r~C5xVxcSYa8>e-K*Pgk$)NSI zFIoEzD8RTNjpEr?mx%H(?0cOslS-yz%y7Mn%q%sHMF1Mw_aYF@r6ah zZCc92xHNO!zrVi+4EOy~Gq^(pTERu+2Xu>r5Ezj9rDomo*9*a<1?&6@+PpPJ&nnbQ z!hCD6%oySKuOWiF4JtmIwe8@vZ9kQl-CR~L;H%`CDe>e(Oo9yqjr`n(@l-GOlm&c}XgH3TaoJINb;__|vA>3DX3z97ZuK)GMl1%Ntr@+s z>R6w?ZrT5Am@90I;1veD`L8w$0$F4TyV2GeclB!KkGts2WS%jxnwy-`ok!BKR}2r8 zJ>6syGnmd$)$mz0U>~EBW0`r&Rmj=*(@%e4n-fPi$H%GXXc-$a>hz&62O)H7@UQvU zEyIbzBKsiKp126-UZf8JT7-IVVV>K&c~!UJ-ZmTe#LwdMkZZ_W;Pqz)mgeoJ$X5Cd z<%*jQy>1kZH0gvu9}9i6S${&Jc=DlPLO{bL=3g}*SmI8rmjk2$bEtzd;s<3%ASEqL zG%L%nzaNdA>XZjp?3H%5ynYkG{f3#ZvWYm=9lPivBx^X=-=2TaIhZU!eb~$Z@eIS8 zV_O)NFdShGE`y?fUAXBM`lEYP^y#EMPg8aKVaOK4J}TmjG*2ze5}0qzZge1gG(**Yz^j5%bil8m+(3V z4jFs~jkSecUT$~)+}_#Did1@A>FoSRA;&58Z{PH8d6Wqt@k0zFZ0q9JSMQ}}ikfmx z{i!rObS$ln1Q}Iimt^<0ry38z>Ijy|gvCEQc%<}&mV}gyxgg~NWy#<2=b=Nc4zCa# zWXv89beW)h?#8)P0$;})w$zEbeKs!fpE>&-W3pG$vb#oCPp>$om(-@N&zEIS=jCDW zZN)0nl9I=!!+|vKR!_T_hBNBCrKMqzD{J6F_l+buXzkMN+0yo51i+G*w9qddY@ ziS$Icr`Yru7O}8Ls}4qYX*Lm9QT ze!9AkJhA_-)T1^w5d#*;Vp?$NepKx^lwF?<>3}^~88(&Gp<{A01&uibDVmHvkUo>x zfu70mAz_be1P(SNMsK<;Klo)xarpxs&6I&vUTc$dC(s%yqNZ{WlIrlUM6;I2$yqgtk zc<>;NreaU-a^iL&AhFwlihItsOmgcmx55PwSTkta-5XNH2X!WaMg zVQqgP5c6?t=FqmyVC1rGXO4Bq;M4lyN4ex~_LlhVd-|yuF64*{Z+wQT%e< zP13%7R0wq}tS1K(Ah<%V>xHL_7v#5mQ)}4DTAs-ucdWMxVk#dk)Qf1Q`R*X5IMB^M z#1hlw%Fu}x|76>{pG8eL3m3TNBwU%S;*mCo>1boh%u?g$zto__Y9xJ&dNg`HuQ<*@ z%3icA8pUPE54py4`Exs(*)N-&QUCkA_9FNBBF7inZVwg z6v|bI%ruqtDxF==hxWu>IyU|EkXjX9;24kat(yk11013boSD*YFrT7+vGbF|lo%s< z;l5W9hy{4foZD0a$5~}%7=u-$B)HYmeded&e|H=}-m%BTg3xq_h%rPfn!8G8*VZ1c z%*oymee5)KC6NIV=nTc>SJk}eL+mYRY9?!@a|w&5|iP*$<;ntdp)f!a+?K@)>X z@SxRwsf;$RzaAgcKpF~KHt%t=aWsbgk=;zVo!T$Y^YQ_sl)7ovs?DsdJ_Df4Wu$>-Xg7^V) zvb3}UZ7DKKFg->Ey_QVbUeI7Vb;o1a9MA8VB4ZAH1*_j0rlg#{9r-$@<;N+D;^w;J z0h>6&a;DdtJr;ZLa+yYL9;V(g8H&QQnw$6JKIr-SLVLP%#E2jA?vkvbmv)I$0JNpu z#F_GDfd2udXDZK)aVH3Je65m?P#hMg(3fe1T;HJl_E?U7#%ay0HCt4UttWQui0;AR1AUSHe}N0gd+lj!VKG3_MxcazZP<34^zOiX`8AW=5u0so+0$0Y%UY>k(ui9j(-wQaq01~m<*lKi-bX*0 zKYFvJS)EnjjzvqFX$&*ucy+0k6>%lCq@XT)*b;d?m2ozkUs~vFjH48!oJHAmNypl9 zr8aO=@<2(q8&)yr>&(|zyz-L#P%YCPaB<%bvUU@XT)95Q*y;7d*J{LL3YBr~R-+;$ zQJ564cB9vxMfoD$yTE4~4OK(w2+m43*w&Ziank0?dfH--VRzQiZj8g|l$_#UNWuJk zlgPt+-a0dh({>XfGTwR7wKkTO# z*!tCio(K8_dQGy=1~Dd?Au0D}u?>iT*9i$_C3r+K8xP5h=Ck0)=>n^0LwR);&X6O- zMJm(nNogCHs`@Nrr)7+1 zZf?DA5@|!%vBJksxUigAXb{6c39CpoNKJNno95MA2D^%8KMB15_KtOBM`zs2mzkZZ zrf40#sU7ZVV(-a))XdDkrpI1vbCf!B?b$~&*R5)3ksnT~)ymRo_!O^bIPWFRgoh+> zN0UuD|1cI&m;EJ&1?gZNTth!R#&@ODi;gXZ4)@j=#Ut<8yJ6+{q`C3$-p;+}Exe>Jqc#br}uR8y-4e8Ft z^_qnHYun>wY=G9f^Q|zX;l6cl<}{hy7CohGtVeyZo$-nxj72*tdo?XzFh?=3U0aOu z3Oi9;$ZEKPMz*+P6UY{Ia)be1i+;sQr1(I<)K*X^up5I@|NGnbh3%{O${@%g z4=^e$@Nrm&41px5NWDSc&Y1#PcKGvr14l>W+`s=uP& z&V12ruv0gRwr;JA6_GdVMp8!lKW3WqqAgWO9+zr0CMBl{!r%GB^sGwy$~m%U$68s4 z`r`hRg@_S7ShQeUevxp;)JnN~>;~lurH^5lIK^@k_^igEiXJ!?lvu~G0-A3}{BgAf zLpnD?Q#Rubv=Uas50C}#rQoxjVL}q+{4uZx{OoLZUc4Zq-Dd9hQa(RbG#31KO(2k+ z;_T-9KBr((NJtuWVNge1tLoSOv{T&&AP3`$S}NyIKd8F)&bqcM+ycuf??g6D^P(Q^ zj0Mt+0^Cs}Ba}*Pv$E^Pcdsv`r4vh?sVqOwjYAF0W(tFyf=A&IvAn&KB_J4Sm^yF6mReCyPf8qu5WJ95c}|)Vy(dCDJqjD$K9#6(k$~!0I`It_1>%vO%i+cF1w?Apt3uyI2Ur6^)qMk&5t?3KF z9fRrSIbQ-LY|1(Ve04tC+_g+|AdFAFn`4cNnCU7jfkM5cZjXONb&qjN&xVAkf#Sx8 zDrJHLR~X9mqhx<1b=Hli{Ks1Z$pPwu&>Kuiyp%&!8yY4-Nx9p7mvS0;xKdEicpAv| z+Yjn0D=mJim)QzwNAO?gueBPL>48>Pa85stkOA5|~>Zt0MkVinq6U z)celrx?#{x#Vl;&n{`8ONvP8fa%%$z!@lc$Dp9*>Q#Ivj(|SWQc=Yr2&)&;Dsw<;k z8T+r~XHbkPii}De0=^Bd-pqocs^8T$8uI&XOJkAnado{Xab>PPVBp~Q;&Ur41v@jo ze(=>(3I1 z_fSa#`a#0g6&!&~*1==q)>1_gPULK}(wi?M8y25vHY#2%ovj#e!7n%mPv_i|L}6+u zHMj`Q{^czutTLbErzaM@qkdGfw)Wf2?Y(83YDMOYHa(Hc&6k`nY;F#E zJMZ{hx>|YIf}r#hL8=Z2yGm~Ds%i`7>>RbtSz<#;$E#q*K zz1A47^_}`p@lL*KAg=2A9j`0?RkQBAUWQcCQF*Mgz0%PlMN~GXjblteNbVJ2?-iSU z@=hV8Slo}l?oEl4hA$-eB%1_y4u0t%vyBnKDhlM>MeLkr^jkl$!V)F2bclt&{li}yx?(} zWD3X_6uncBB>noH<>5ktsdXi4)rh*eCl4Og;${{S*V&*pWYIR2ZQJ9r(>tVF*xHc4 z)Mwv^Wg3=cMjZ1x1Gy%zr!Of-ycySyP_*!w8~H>PmQ@-A`FkA+WCx!Tt&Y@@t=dyR0`juT}j# z`?GU!rrdD_Nt+jtzHyKffH@b$w34pekaNu(GeW2J2&NlEUK(rWN=|E7 ziQDuecxKG5#|UYE_dp()4vswqjP- zLya(+&DyJqrd>)%aSZu8f-dsOnG^Zt1Vp+;g-nyFg}lP-A71rJ9;k>oZYapWiguDjn}IXit=yh!@D{SXD*NwS--FA)~JGq@%1vlLO_O>>XvYY zSkIE&LNHn4vaXA3DFi7^YdW zy_}=%S?yD@2UiTNY-5XS{~m>yw^`%Ho1Qq)lW?U6po^gEG*CS8Ox9s}fGI#pcm5FI}eg=hn90LV6WxqzOeo$vX;i7l%%d zAi@sAlPl@DN}Bvc7h@vdOtMA8V17y7dEbDaR7PiI+#yH2=J&tXli@u~QM8!T!eAw4a;k`aGAy|h?rZ?A zyYNSr`&2EDK0QV(%zFbsckhny8_VZz8;tqZ=$616oCBMbJ zce8MyetP-Gi~9in@N&w}=ZImya7FIZpjR`MyQJ$OHRF49v>+B#Q<7%(b=h&h?r+@a zR;JJgKjmgI1;vGBEU0CAWW=H%rC-6wJA+=W`9%O~Uc@L|&iyre>p0 zDoIiua4yz|(y{$w$h*SArNun*Rw1nm4X`;JHa{sXx_5D<*?-5a;Afru&YG%iuYkRM zMQzs>+TSWZthe|X!X2Yd3@9zlgLHD-q!YiP6oH{u3ss|`LR{C(A zT&Kl{LNWtfK=ga?RKy;QW?{# z{KAW})u3<-o1gcqrp0NfWIQM5!u&_13sv^Z=+s6?r(5x=bp)0Zm`mdEojIgF5rAK_ zgB@r)HO$FaXuPCtugtQ4cJ1-H@pe_6l@Zg#63C~)=(bRV*6nT+gdqy!N5LM9!u zenv)Box=O|4QCButdFJBCzD^2P~KklA&|gp<|=QAu2|U{asR7e>A6JwmZ(r` zbDDxd0B`1*j=6vxyDyCQxbGLCDt8owCDcvj+?Q-RC#oj|%okB1K5)Z1OX~`paXGcn zpSOcGeclypw&uuXpGJr22aW}Z9j_$2Wr2szm?&6WNza`2^aJ2gzIWaE_N+xFGIQpy zV{=#UJe6m`)DY;jVvECC;biC$jQP8_V~@V;fsUs(b3Gfi=y z`wOHBikpSY%e|ThR;(+L3re$ZR10PICRL28k?N;U_jIOWI;YYuBR@u-KBt**=39%; z?#DlBde8UR{~btdkPaLm>*hK{7=3cy3UUcO{QTEx=z@sN3U)$sYO^4((TUkJ6wndtt}Q`&C)m#`Zsf8H6UtkU z)bS}h;ZLU}Tv#DmJNj7VSHX^oj{p>c2Ulh6mUs=-Apj>kgpfMKi00;Yz4-+N@S$PX ze=kCTK<@j{3TdO)ZHbuBVAnL?N?s1Z@IU#F@eX%IMrQ1TbO_~%b~mAz;N{D??TEuC z4kz^nM7%xw_PhLN>%rP)W*)iB)G4wu%U=Ql!a_o7K{Fn(EqY0dNoQnaAae8ujFm>_ z9UL)mHz;qR+zwMka#QNuQoGT;UUu`6`T0e11?n|oFxDY~{p3ZNKqaRXxF>FL3^NuP z!6To|4sJtRy}HNSINnqVhMPPG^vTLxoY@J;nfvTej@h#4^t>j$u~Jj)^J31_%SQ58 zQp`HvXn}*N1$}g!0`K@z3m=wMOX2-Bieaa4OupbKgGRy|ArUM z!_GPB`Xerh_`_?i*+F!a+<|>oxu=QY@Aud@`taNJBIOD*sjvra zJVw9n!!K`W=2u`bFfIV5`^%2UcdQl_7CE@`^8WmcxDJyOe`xl=cr3Q2GiBP>ZT*+z zd&fOULIZR)>1S%mtJ4TS`9 z$a41t9q7Rn^?b5Oqee!?-+mo+h$XJ6iC&gp^LdzmvLSjsBL72vpQ>LcPE%fMWq?9^vNd}^QQjI2YG}N%x>o$5qfx<6QM;dD z9{iRGajEM?8|%yGG67lEtaj<~Qd*x*d{Q#yb14SKAtWTkDdmtbbdGhX-sv-Z$i@A} zb_KIJ&+=zSKAXo?Z=53CtXz;F$r-PRfySHOZ`}UjpVrCB$?e_QHV2k>R=tYlxKTV_-}yhp_-c zmXx(DRkcXWCxlO?b*^|Sf`BU8qCkM_#BM#BQk#z&m@CQ4Drz&!N-tb{0ZQas+mc~} z8?6VxGPlXR9aHeH+iFo?h%HXnqSeq@pVi=iPkT-p#6-r|pbca{3sPfj=#AUA)W)0D z;!VzeIw1pjcRu0WM2>8_-L2Il@uXn3%z_PA)?r1#3l}bYwf&aP>l`0ID4C=3yJUq8dm{aBYCboRpzc9jiCrV)& z9pmlTK5YPV!l@sSM4Aavg*3J4JihR`xQT4-UxM%*#5|j{-m(rYKJ5~o*0AFRCwCbF zp5R}N8hxox&m%;-0KlTEAaZxMuci!8tP-x7Y`o-f(2+HCPN!&_gmklY+yG@z8kLf=)gqxB*aDSci;s$nec?UW-mk&YXn7iqoDb z(y4$w<`41BE7cw}*fqK7rRicR#QIR6xsf5&E&PxP?+vATyvd zW;wa{=*%Ehp?c!FB659D0K0Q_Q>+$L`y7&F5FeACeb)T8kcYxEJ#_{Utgtb3+l!h& z?p!!Got*P&rG}Ua#b{Q*JqnfTh9*6WmXbu{ytc7o)njK$6=_XQ)C6#AdvHIa-#G5jNiWLrTo3u4Xd03@>d@=Cu!}U zIw{+C1H?Ns;+5vOtDGW0h?k!}_V~Y!6Yx3LkP|LRL6)h1fxnRO#kwisDpAk(fjcVtbTmx?1DZ1=s9E z7v2d_Dk1r5f)l?oJ?{Nl2b5@zKS52aT(qv^2VVgh(xuIztBUY-otK9rZQm?eG+8W{ z%_{fy;NpeP{`JAXSh;vTWB=*@Iz+&Cbrlad^sJJ4#L;)qih`sO#}GWeKkJn{sRGDw z)O&L@K7AT7xdfm)5C!eJM{XI_1$>%k-t@wSggql-%&X)Mkm3D)`^tG}1B)z*TT5Rw zi~XkGF3iM>`wu>HOEBef`qTHucFhfD#ZSLpSZyj+t;<@b|0q`03fJmq_bYK3oF;dB z$QP7g4L@20Avop{gE^&@+6_BfSk2-@yueVKeeM0^UsAK*XU}y`Pi>aueGdTHqgkT8 z-9lbxgE(-!+?QnMQk3ui*WN%kK9b6&lbR9>$e?k=M97| z{xB9{fRuXx{=wV4or%t4C8;qmN`4K74X=JM!|%*_;TD7kviL+d&7;OOjC(RWB7ueOPd%)kZ#a=j1 z^vPi7!JE#fyZ2MBhF+^^Qb}qs?u##(RpAzsC;LhSQIrn*)$MFo1M*;+>d!hM?KTxZ zDe`}Id0)#|6f@6Tz(k;Yirlnrs%rcl)V_W7w2uYd%$E5}^;J|wz&gc~1Xh!B0qQ=O zS$YM6_Jfb<$GQo(6rG{`;IK}k*n7OLyCF8b*kp)RR$i_F_=#pQNoY93Pz?RcGgU_? z$8IuJB-xSLVi?euZIN6KsQc-f!&usUZ~ClsLBROYhpNwR&osU`AY3Hs*i)hrCh9#N zC(Xt=Z&p|hP|m?+@(|APw6x;3&To7SapI;!MAU8^hX0p+no*BZV$WldJ5X1W;my4X$ zESkZ^T9CDSUYa##L#x_lW2>O!7caR1?uvn!%mJFSy}t4;ZL3W=H5Ox9vAGn(XTQ0P zldK~yG9}sXEUphN74g(Mt~nlIQlhbR(S;JR9)*3*C0is0=o#vy{jZyNss$zK?srEG)pUpm-0XJM{E7 zVb}ZjJoCKk@lY>7~~#!HCZCfo}k=`AC1|$P7r~9VB{L6lS=2) zHNBE!^pgaW@!6d`aw3<6G+Djx-8ZyZjHeQ?HXswwQG>rId+Vj{`%*wqOAlS0 z2FTBehzVr@B1k!`XB31ls%tpI@>_+XjeXP5u1dX7G1Dwz<5)LQ3T<|bkwxTwNagAt zbQ=OuFjrrHhGRDo)v6%AOa-{*Mh&QIHav+Rv)$Rc} zAVcN9Ty4J`0vL5(=2yzjfkPn4(oR=8xqc124ya#U^&AO0)h(9D+^!4wtMjK;NCQ{^ z_d`58=ZintjGQ$EF6ofpKj0Ps?usv>RjLNrytqq4`w6$`)hP&Kc#Muxno>;r=lWl zMUs6;HKJU&Qc%DffDe%BlIjlzOo)s3{SE8e5vCbPJF_7L`0KeDU}+H1l*7f=!_n{Q zk>(Xu%&C-k+w>a#;D`r^re05VOmT8>c3cPCEx~S)Rvo|8XiqN26zDJnw_@ zV3kCv3%L7Q!oNPchNcK5ZT8nlJh8N|eVADVWcs{1 zmUwRYUmiByX}2~W5*UXNzR7L&ZFt^u;Fz4Njp))p9VxN zVxU`?UYfCtlta7So3e54HUm^@L3wSTmo7$67;p_&#;$ap6OvPVD#xO2r;P3mav=I_Nqx{C~;-@&P}{YN1)-lAdAqRu1dX#woTr0z=&GqEDIM7DrZ+f!np zj8|B;0&1mo06IX{4*dRF1$RSM9dU&(N$cyN>K-u#D*`0CDk^l~0AkcURoCIIO!3f?mmm}_f(LhV=QWQAs*ySrKNPaf?znG zSU8W!ty^C7l`5|r&uXc7*s?!0R{3{-f|&i~vRC@+!FsYEklJ(8;~3o6cV!IVMod2&r~~aqp;9iPhoP z6)s%3V@N;-%D>t^NPD!`XGg}ysS`1D#oFZL->b(`8BA(zrLW#j)0m5m<*Is7o8e@s zsmuM3Rx9aQ8r~*9kDdj#a|H+jV*IY+))l&FrvEkC((Qg2F`odmESrc{D@viWXZ1e| znHNo8$Uv%Yzn<+FIb;Zs5tc|$$-0AbuP?`fkN)+6*Y*s!29K%+70~9Y8bC-tKcyo~ zRVpNl<~wiRj2Q3(-7=UBQK(|!7w#V+4{Mp}4-;y&?zin@0-JRM=j`w2~`HMpyc1 z{q-^aF?!Jp0g9Hr0D=F++7sIrW+7?)w)SXYVb1zf?C0SNP7Li~Eb(vOiaJERJ!y-V zv;7j9J&ycxa9;Br{vgh0#cmLYzaaHfE;8j)-#IUJ7zu}QgPLtY+%!JhB>&9L(gDcm zhu>eH<*}7|fxd>U?6k8*(+nfCL5p>|T3%jHj1VZ-$sOkVDcMHI!(GYwi)qiFM>W5G z(;OKuhgdEIS8_T&2rs(5U|nAVvcOsgjuR)}Cx;GaUN=2NKbe7*V_kVSl#+>_gHI}c zKUy|l+S>mX5?6KdFz0=|FDzOqT$EgbBWb&Q1b&*0O9Vdm7ku_n$XJJYehoU!(Qo^% zl>%!T`g>GqnIa6P5)94{yOT7(2go5m&*t|6JR}J4eDJ|yK;d*~C6|1ixk=ykF2wSV zj&nMB_yil<#IWgKfREZkQN9b8^EdIHJumXz>FUui77f*iJN^CERg(PF9&O^~*nux! zvdmDK6OTo>otubN1W`E2u0q$9{T2b5z zaX?F&1!efa`~iJ;-;tIqM-{$@nQvhB-T@2=l;U&>7-Pu$pdu_1y*mFXm>hbzB>A1U zNeUb5xsYdfq>|a4l>LV0?Dx+zGT#B6BY)s8k9QB$QW zyiCYBTIu`NwO#BNDDB;E5k%OyznYpsx<)GEyK2P#&&LaiRS8!mLpJhs^cYr$jD#d~ z=dkD_Rp|wG-nua{0JER92pKLbExf-q)q#-|$NZWENtd=k!Y1(rFocL$UgO^Y8p%1lpA`T8gP2R%$r1599!inn&-?ReN|O~eNaq=dw@+BzyWxDZHP0~-bcg;FHE2n6-W0QHxE zr#!~#PF4qb;lY;{SuN#se_N;kM7O}-I%y)IAaMS@=gD36!KX-u6TW6ZR7eNqB)Y?q zFT}1z4XLgm_Fi!Tj?(wJeoRJQE$C$l3pMJ;;15^n>lwXAusW46RVD{|Kl$GTNX zUPttH9>i%Hpk%LH0r>gb4uRNs4b$2?C?5^NR<h?hZX;z3vs%jsUb6J)Jp!Q(%prfza4E zPUHaPZa+b$g0v>lBDyYA;s)0l0T}3s0qc?*2_B>{JdZTRN#(0QUUa3rca!)?xkmTk z$7O1p-Qm18doK|Nn|si-9(#FMZ};1bzk36{Y$-8+rtX#-5bW=7+;%S|3M5xR)F&*$)im4R-@!Pn ziOc*;WPq28SnFt;w=(el#*Hiw)(^ntM{&!+@05@{H9=_vT>e5I3^e0B0F8z81RIjH zXG$4xcY31$a%BNEEFM|p#wr6Q@UhBCkFDkl3(0K^Z-Zy1DQ591g0n}RQt%t{E@W!* zSnwySFMt%cAY4^??u#E^+tivX?ky!DMZr*fqw~JY{R~G<0Hh`Fxgr4=H(%*s;WeMz zp)tw0WqScnr~I1acgVa-Gd%(L{D8zWr~Hy+I}&Kz;^!x$?W;6ED+yX2UdpR^jUGcD zmf_0(vVQ>_h1;O0gp4k|@&HxHB0WJ4wEk_aMh|3P-E0mA4A-&PK6FgXUp#V;Lk2WG z@z2Ko?$`uvn>bCGZI%4uWEW)K5$F6b9>Ddrazyl5%oFT9+ zeV})SzIZl-RgMLH+P!UK_q)h1#VvXY*>oysKl^WRZ(VNnz>x~)5eJ4JrY~N+`8l4Y zlapC3Q;_82SS0c2=8gUprUy`ZD-b$5x+u^WG)?9*LK@R~L=>~>$(;@~$D~r@g;w{l zxf?qx?>N2uyu6xju|l=qDaM5oFlWbkKuo6)l1g5mJN?^X4&3BsE;tDmx!j`!PA-mN zvqke3)OueJ(tW@`IbrbGL#H3FlYL~X*i`TSh;FbnbTnK@M}dzCWJQmyckZFerg{1Y z>`f}UaDIh!ctRyuY?MzMlx!+$&=>WqtJvk%AgyIEXQc#So}!+GRUQpR&UMsdskt)m z-!Tnh+9Q8U;@*WMTwd=?1wejJcSagj>uyXj^4?ID))2~gZm2(h%SpJ_8TWS+il<%; z{uxe_)^*=@@gZn&I*exdb98+J94RK?$>aD;ia~qK)ZbY-HNEJGVl#v9@#B!LO4P>{ zhN4!}46KvCrmdPS?@Cc6l=%4@%N$K=C!IoQ{6AiYqgB_CQ2oHD>Ykk65M>9*X=i6K z8LfoGGaDevVDJ73vUriqdVf@Z^FhMXr)cFgyeN;dDA=r6oMtutH7k!J^hvtnW)n;V z6xVqGf1vjs0jL!q+f8ya0IV05l^#g6Ywd`YDM8TPV8$I zARQMH7V9aHH-nmcz5oA0MoK%bs=ml)1f}|o{adF?ZOsEBj?dpXoqOvh+GO)JkV~U+ z)EaQf$>ytul3z)`1jbg8xA9rDnvDRq-+8vteP!o-??uGC;kUFhng*mTMMLxxGiA&7 zZXlRM^G{FVr~FzzC5I4fM~2AQn6_(aUqL*SedHjXzRtiT8wT~uwVX-*?Wd2rTmBnm zo^8^DTT0}*wC!E$m0HI!M*fTPxGScEyCFUZhy>H_W{YXZ#C%a;SqT4PuuQM8 zF=hRHRPe#atLAZ)#^=wV4V?AyLZ8}P&$lC$TvnZfWqE*STT~Vppne+@TL$p|WY_wF zFlgk;rY05(3F*u|4FpLA1HiD1;M2m2l|Qf0F}>t~@)UZrO(}%$^!O(@rsU+NS84$X& zKucOk9~jJ%-y$err0S-vlO?2+3Ho=_IUs=;J&S^F&_~+8x4EkX)$x21K+U|zHaH}J;Hg6Tw+&x=`-PuJ0rU-viz_bh zv7Y+}t5Ef^2+_0gYknQNqNlGRmCSbXY)BZ)Al4I1mw$UBhk3Swr-ZKFv_$SpJtQMi zr5bvht}lU@Tx2zY`EEW^q@%Qt*R>u;cbv9ycJNN0^N9A5BGL)`8rYsZVy8{!}&RS;CofV#o;-ek1{2j7Vj z5LAcYw~Qfy0Y1(PKJ<1mC=e?jEyXenO&?7i-=exK?R;Co##vqJ|4!q|i+A#Ft+7}0 z*)zKq(5j*d!JeT01YpU|HULY)>7^ei0Oi~l>D^#90l;o|tDt;2fad_*--!oN@Zn2_ zAE^EyM(O~CR5sc;w{3}s%{?XEzIo@_j!QqEJE3|rWqOxBe*8@A?=84byEL6kS#v=X<5A#H#IfY z(=v?-bx`CHM8Ccpt))5O_r&H>e%>eH3ZU9#U;uD#_YFFn%N+X;ocnNIWGF}41Ci z-3R&O;Ndriy~!KX?q5c^MD0?5bYYt^6fpO)UVmnUN`?YD?020)AVJ381bC%N=XeJx z^hRiy2AEO+nnF|M=*m>cyL$jud$lUs0}Q$&bam=zVg_i~-K{m(n&LJqFPvA(`qrE* z?@%lX+EAQ~J(GWb{I%pMfNfGisj=JA#^=1-(suUTE-B!WtrMF=Kdj)gt{Mky)(sAT zoJ{*3gq-Ore_V~ammcA_JZPFO6!jZeRIVl|Nmt_mrHJ|a>204?y28;2=|bosYbEpRUVAYUqgePx^`K1C*FYm;-InNH%lw$ z1hXW5#DLn5nHS);D#7e_e2PXdUoX==+%-4#0u4Ic1mEpS_<8Op-Lh+25Y*kei1r&w zy;uXfMu>VM17^AtUbKnFwm)y$en0+?#u`HYF4Ec?%){iKKNr)E$Xm)w0{i$sUs*Rv zzU6^c4)FZ-1@JVN?QO6B=KGc0Hp;&fEv6J(v(-Oh0+#A%9=w zDUxX>kg&BQ;+Ly$mTjQ5@3=hQO*W)aA14_Y5@Fis@k&2e^^V0hbcJGiw10DKb>x`` z1xA|@Ja6%2L&Ebvz_A90TZsSj-_I|VpWm2h6r}gK{>{h(y*4M#qHy>5B{JL*8xOtg z-OArrlpp-fU6cSV;g7pQ=WevMF4YCJL;z>iGt;g29hgUXecO;a9pfO0jQ}AS5aQAi zw0}lKKtVVP$#MTm<7X##7$CaQOG>cy`$nx6xTfA@#LU;6+Q7X}I1sQZ3!F>c% zJE_A6U*m#eexO^diMaM#Kpwrq`j~*!2QGw}=T}`o&b_}^6f}v@DNcx}9_R+7&pYZ2 zP6b(K=0>o*PN@CCZS5rA1`qRv*yWV{$_*y~INZfA^lps#1(K(9o+aeR> z!>o_BK+hDwE0-7PNAsFSt5RYSz55qvYT`*iu8|AKgNZ^gP4Ak|qk!R&A&oz5ezX2* z_{4MiQ6IT9sJOMIB&^O!Mcyo4wrN#Q^%f#0I_gh{7}Ka&K3fp%5e9*IS0ZuXqkbNU*uk}9i|6u zAt{V;0q`3mJ{Bm*rF@( z-=hO7JDuVYq|#tgO$~_8J>T*%U|bN}sVTb2K%9YCd}FP#W#i`}hbS)OV8~2T5Y`4% zle=~pNMIO7AC2218cotS6mlH;3$QDxa+6-PdcUHFn}Pd$^+1iPT#%dBWsD^B?EKso z#ev=l8z7qiilg1~1hOSJ>NIkB$^DgrbKxGyb*S{`quuq?H6l24$#k|5 z;+yrZ@LCDk6ADUju$}-rH4ek)uYLF2UC+ja1LWowK8@a-s*$bFpP%hX!OIo14FCv8 z2V2q<(>Pd&UDsgKxnq zb~Rc>BS>_~SB9!05J1@gHOUo~Bj#CRG z*8UH?cpecaTJu%z2axr2ZGh%?hb0#uAQ72o_SvogUEydu>0HVgyu^gSt!KB(XSTpo zNW!COsYOy5mx{m%|K|rF%)!i5c~B&nrA=>Z#;z{AgMBaX2IT4=3d~_QKmsmYe8H)b z)Yq4ngz-rVo)h*3wpxB-&$WNRNg4pjwr}VYPg{10?a`T!OcZLyUpL4HSRB3MN}XEel)+MftB@|8g=c z&)!{s*W5={ese^6|BtXYkB7RA-p5ssdLp!tN~k!91|J>eM5T797#_sN0*~*Rma)i@*!$$f+YeKVoCa)pF+h{=G11r66>!KK*e}^&JYWdA&)5b8Ke3MuK?+CZ#Hf$sUSaH^ zuy}yn(pUT@IS#t&=|OwGYr${yqWbgYh3Md=yfe?$lL9Hjf_}b+rtT*}}c~ilBMQq+S6itf#Ge zFm%5__^z}A%D$@wYGR^XgIL&B=11#(g<+Ydh&EaIe(lBHk0+JhC-phP*FQE=y`BNB8_ws zf_uJ!k&o=_!ZN+8#d%(z8)1GmZsmwi?dv!HubS|!)8W^x|_`?v}KKQd>4x6rv^d(jq%R#oNuJM}<)7sU`?*YQrv+^RY zx0vY1^gaS|lOmTMq>Ly>C%w(^QJEFddh|`Pg9@aok;5;|LiyS@o*HyQ6{xJ_&eN-m zows$amL{rDT~|xxI4e>pln`5sTA9=IZu3|&PHTDE8H~mxDcvfqG9kg)XaG7m_0 zTbioc+z--gZ+QL%s+W1&@d-3We5Envw&^>9lJknSz}}a| zd!oPhM~GW{1uus2m_B)H80r=Q|B%NM=lWQFeL-b9!H;sJ#|HPaP0$o`*UHA z=&mNd^T2dap1t3J%^?j7A2zD9j0OGjA^uYbl-Ek;=NdQ;dhYTIT=O2!#u=@Q{Cia_ zGiRVgT$t9+CFnWPqk13p>DdeZYZw$%b^JY6=xxLi>^}xTPrx7mS!BA_C4ogJ5Crl? zeWT$-k{Wc1FmGDq8S;=@n%0u7TGBi-(_h|3O|| ziCJ?sAU8I?oGA#Cb!UHY&LZ=9n%hf$abC2n_V1RkrI<~I3%JIGO^WYza-J&2rx9@J z<|`i*2B5)G`W5x+&og-Cc>EIzg%(b15`D@eKu#K5oE`qTpGuW(bp2*4={DqWz@g0q z&MkSYk5)Cp;ZjxykvPI1&S7#V?53c{u7EpI+xnl#zM`@K*R5#b`N{+Eu$FUj@On{S zzIDF!3^A$Y35>(kam2V++Wu!U8Oy7p_}rxkejTUms8|uCp0uC1sQLuabfQ;xAHqak zy==z2k@TEF*8n*0?k0fq9v1-jsZRabGu}$rX4_9eWMUeKGI`-x#y@8dGp$!ZgE2b+ zNU&xt2~%+Ub^#n}Jyfo$`-fC(r(3N{{t^MMNhA6g4l{cpi7e$^GT`hgj9!IIL+bzd=? z|C~T3<#Tt&QzO%+@qD7_#6j=dd3riG{RvL7!S~WR`Jug^sVkDH!7H}SnNzpPf5BmL zl4Mc)1Dbfh@9VC^u2vhTcZsO~q^$+j3|)l=RLm`L?c3+_jQ!Pu)uIxfqJS#Ry`OuE z25}@PM&_vZbA@y6ch>MJ#?R64DWZTPi>WwPH5j{r-kiio%st7&dwH-wk%y~s(a_Mk z1#a}$s+I!}O*5Y_Y$=H?Te$>dzz7nBZgH|#Bd4c#-SDvHY%-k*{r4#e}0 zBKxla;GAOLbmYq3za za&Urmou4^4cJzC%k%|JlQmj@pi(*H3S56KlcU{dJSjy-KW^Fg9ny6SZ^Zt}TGNJy- z(q{rnRzrBx!q_q)k{8smm36Z=XkJy8xDxg#kIf?9rEJNMGH;8{+4?^5gCQ$x``~+h z6)9qpr#g80R{BE`;x_Y&WdE2+xI5f0u(vlq2WrwqEO;znKAXLUPIvvmP-B0v29Yjl zxc=$qhgl|z&SLSS+BL?F^$65T{?2*P>a`|Kd>_3b_~ zY3S}2CUfKTJ)?kZ_)@nB78Y|#yT;qGTLt`n)J%q-nG@0p`tLx8n3yOk(y@8hk(0vX z#Knogng3xwHAOTX=C1NCfIbyZ@Oo!X7K-eC!&@sZYzEY9PY;rk1tB9cm&IvndwlG#jOkBV+v|JUhgn77lN(IQNY)*1?&H6?|S@ereu8BUT#9pVCDQk*>_{M zt(>;gBSnS*dtKy^yv$Q`L=rRTt^G{eJAa-rpyAoyc83~=;s8hMGf#<)mZLKNeHoRJ zi2RLX8Fze5O9*h*ChrmRpo_xpy`g~tO-+aRVr8k38C>m3RI!8FDveq%I5tMCf~&&<5ffng@` zBB*`HmBv03N8#W|6U!+q-XI;#*KbMOhKDY3@nxSi@1u&igFQ}Z8Aia`_`PN-8!wA> zI3Wt~1#b`bBW~U&oy$a_(}5?Hdli)xrLKV)gk}JewbGSDrOSX3Pj71PxctGPH|Dz` z-&b9-Tw-dxqzXqPpk@NqDlOV{av7siMnq4-nOG?^9b(&@*fSAF8m%oBdK)8^;DQFobJ9;!I8gF$P<%gCJIBz}Il8dn-{I+(i^4tb|-f)f4< z@oo*`?GgNN)=#cwX$BEY21*N-@|sr|ZC+V7YMANeW-h03aPR%S22COau^z6nDc$iw zWoCk(XPfMN2_Kwc`3pWFs|$*J*j5Y@nMTrZ;-ZMxrOQfRKdKFs+lRGX=`TDHnz_6N9^1{>8cL zGTxwEOJhM&Tl?HIV}EEIFby6OdhFk*-P?K)K)+-q1Z}p^ZSB?qN zr>(5G25$B`th-WwzfY6Zb62ulbf4y@g+ynk_q_0P8?QhaEY*|jey9PnaGI?hl1k}{ z7B>iv$uy>7cRux!%JZCfZ^#>*l@Q@UzBrDO?yc-ED(846k2msN!+C1>(v4bxt&p0p z6ZWJ~R4PvB=ofGmCYIP`Py7k(ER>T6Y5!8xJjunQuGNi~yLs>}pPpEI+?Hj{U8cRb zl9WHHJaDCrxeZ1Cvkkx365O7H(YQNP93fN;kS2JY992*%V>N&=Fx&TR6depWyvszc zt|JpuvGe!S0Mz;yV*J{GWPik<{|Aqnf2}3gZP$4 zz8!5lbKocc+6Xlp?LxObaLAEe0ZV7jNbNkdiz(~{N7IRIxo}6-t{eFOL-idDbSQp6 z^1#vd>}+?Lp0~B_&VJzH<9fOH*oii_;<{R+?#po%vy0Zv5b63PAujrVView5-^oOf zJ4KZKF=5iD=fAs!Y~J++f>X(!6=~Qlzt$^F+x=EtoW*KmhyBPd7v<%CB|n<(env-F1!3>t?DGF^y)K92ew1lWht=J!S_Sof#E;J}%5G z1I0&mFf$9&0h9*?w~41$^pdXv*@*g}G~yY5G~_WremDxUkLex%MK>MQuRaB$fZJdY z5R&;74?Ff85dKGcKvJd?a2kV&;JG~W-9|E0nQov}|0VGAwJ6q1AHFpj!NfYJ6m`$+ z3Ke}QcmU{QTTpiB`T7Ne`4-Lf4(PgDy84xV>X*O2IaJ{cnI2JUKn-m%@Vdw-l~TFB ziEL;H{<-aBLOZcSUuKJL$ou^n?PqSK(X8U+ftvaL9>${MNM_)AmznbK_rTIxNt?3u zZ}$9lA4t2%n~{+!fqxVH*5qzI?97n&z`3oI(8_h+K3IY$!59LHe3e%fGnu>L{Ti~% zcT+&Nkjd*l8xnHg+drIzjqos<&0TRfjQr4U;i$lFXG?FOuaLyl>98$$dOnHKd;ULuQtXUc}fJLsQ4 zmxWD+yH8s2mOTtQo?2$sM#!uBgWG@tjKiIG=S$z~Z*@fW z+kTZNaMRMm*64r?5q)KCK|48IbzBYdv+`KOs{-2>;M`kamYmMC2fHBYt9Mu8z(z92 zy(3j5DpvAowO#RnUE%kpNbE&&WQz~8S}NkJWKT%H9%mvC;R*briH7?`fl{7Wj>US-?s}&Z_V_4Jf0zvq5OKumTF4o)CJzRL2=a^5d-B+m^ZT=M&T0oz6k30 zK5rqjS96n)wz}FAl_oik)U5O-UN4geZzG^q02N+TavpfO7mRuM4;{*?-^Rn!#do8$ zRG()NGFqU<&&@rU-L@+^MbW@0S2aQEEzL~w_pP#Qf7nR!g*gV`Qvj~$-HM*YqG%F{ z$)2u@FifHLPA7-rHC1*wskqkzGjKVvWfMqBHgB7$Z-B_=SY7$X-{^VKN5ie1`~a0D zJU@AEyrP|nU(;xCzEm&tgw^RGjgf*bDMahC-Ndr1w|CrbS_t17*;Zjeao;@T958Gp z-e5Gk|82c~x`;mFH7Psr%H4YBO=Nj_{gI!9_Rx?^SfVJwH4<`M?w#M3N;2&3^^#}e zt<$>Au|!p=;lxQ#;?ZzEYe(%r*wNs(_+ULsg~)WTD>)}|X6eg|E?262(vn}RA7{yp zdyu{(o0Ly2t_&w0Uzr`&(U0lu2BPCT0(ad>WWROGLh~ft9|rv@t9q})02tCwBT~!4 z+kx_6qOSv?*~I{OD$W#dT;-e(U~!1$i3W!yV9BFLHIYOy_wZhdWLohyimdq<{EZTHKyVDnhrs z{)zW;ArC}|;@XqUaRn7lBof{k>+t~KzPqV!GSt9-#cs8Y22ENg+NB7MuB^3!4)AU2 zW`^dzNT#F|EO1D!yI}lVbXC7B^yrIB$UD42$L>`!fT54-?)q)YI zA--Q6f1#BnmuB>QYlEb@gsD$vp+8P0HgjT)iJwLM32QSiGt<^)>!2mlgq7JazeG*H z|JQhWEMQdNO7~2teW*s?i=b4tQ@|-?*q4@%u#ip>OK`z$tpzl_npx*V9&24v@uv6# z1_6$-3BAr44}>{gA2h?JHfn#rYs+Mc2xN>vs4(g9Vzx>7Qxzu8e%eY}f&v%3@`Y0Z ziB~P(uQ)7)sucQ_R7C9UeiHa8Ht=m@xz(CsLAex^X}{L?&zH~9u*Bzc)I?`|RTT_x z;rR5HTxGsICWJnPG`&vH^N^G%4yIULu)>+LaTW*9juuq@7;KQ$!V?aYIeyX)RS)!< zmzy)wM34j+PuB$3yu6V+Z#K?ra*hWwBl#uEu0+An^JUPtkX(LH_UhGv^xC&wTlxvB zy>)_1metBq1w*CYQWJ9x6^aA%<6TN1eF4wX|MVz>L>isG*moNN9hTM8Ks2HZnGo}IM0VuzBp43oZI{izD7o>p0I07>snGs5Vl1nXPf&l1`^A3$MH zUIrbFvU&yYoH72jE7e;{O!$+WYl2+)#71()@}JGhLXT_d z22FW=yr zb?E(2`l*ze0i6Sb_;UNpkBp?2HqXpRSe~TWOg8-u3D-+q`R1pLPg4TA7HI8-FH;4z zTxXdjvGe&(r1y~-ZTHn$>e=(lR#$$%NRU}h_X<@ovh~b}et2l|K#3NNQ)KE^au`#& zWk&hEKu1pG~nq_&JERKSK%N!c}GY$ltf?tb}ex+L@ zdj}jzd?cyL&}hnF7hrm4>ggcwG|z4dhk{m9hNf^K;##!8GL1^~0}L&cORjvwC>r%g zBpy_C@&;8{BQ2aS(V34=jNnr9$$!)u(eU_T$;=vT4M+U%jZ^B|c^o#5w6JB^VPUPZ zcj}pN5xjPwmzn5)T>$<{U>KCWq40z~en|Do`igu@t4UXJBj#Gyf~~+8`G8k! zF@h(f`6h^IC!_ZStXNQ*t!w3|aW!$$UvShvAL!cDnD)5fx{G8#;?_gA^;M#{4TQWE z14w<$hzt2(TJRh{v;Z3O3EZwqbY{ido#1D{f~mdV<_uImsi#gqh6IhQSDKW*byeO+ z0wF(BKF>5i5ws8JTL~g2)k@)W){wja~z5#WIykiq|7F zB#TDj*Zx|qQ3MJ9wbJ=UDM)N5i^1C;+^bzlp!!|33xU03&fGgdPF%(>SJ|4+BA{xl z6P`@8sLTY#w%6%sZMZ$7zF}QK1BbI&)Y7eK&dvC&_ksLbbp}e=fV`DWCBjfBtt>ya zd+VOLvLlWtuEM$pbrX4+kw>3~)N298?Y1<+f$U#j^Bf+O!tgu|g(6O)#mmdoG+?kNBT{Ju8# z`(kyrJH}fN+ICBfKbFi& zE$rC$^&OfB1I;+1fdTw`UGtcFN(>xWUTNZ?#^XT+T4<|t@nMcWyttKfOe<+S-`^qc z*Ur_sb}{b9DdTdGDK`dw*?dxDWvY>{qyM#vY;|ALrxhnIm_A%;sHcqfuar}}(d($h zP-2!U32tL}{4G5Bz*RIP_BYm)G}P0CHL`})q&bTdNuwp}0b-Z`gOKVVh5Z*_7rNV1 z9fyb0!53dg*FO&|_y)Du8rX}Z?K8ocl|Z%-O)_hvvsu$TAl?;|!M8LsPq}uY*^}G> zjJjs~Y>(uv%X9XJdz?6_1ufKWm7F%h1+?-Eq+_!x>q2nM%@3?QI(qgjwv@Fsu{)vB zUC^xomQlc}y)ChPw<*NYUu&?NQ!r+?MAVg+HkH#eLs0Tx!-+%O?8pSV0_r7_X`%lk z?p1vAvDIHUY`y?L7a*Rw=1{~2&-ea!4x zdFJR{J<#i5O=sWwZ09Z}8|(eObnVnExn7^!FGT*my4JI|^N>ZWpP!B56Ox`gmt9i7 zIP<9<{&>}A(dPDVtB;Xa%?9-uz|~`VbOFPXXSZ6kI^YM_E-6jf%8<)5XEMwB-0_3gZTqBQxY(pT{2A?QX7ADs zHKGlp#ywJ?am~yrPN88W6`&b^e-2_S#T{3?3;X8Rs`iIiz@TU-dddzI>x!W56mi0k zvnaq^qh)E5E~d#;3|B+ePk|nQGu=8n___-{|4XLo5Igb|w(Z*fP*Hrdq?hq3Z23aM1Nl<8^re~kcnwbJfud3l=*Qsl5>gzCJ;Z$UQG&0GeQgz47 z22Yp(rEo&U99~957~9d4I?xG-Nc$%fMh%=QDKY?P;@5(7A=4l1O2&17LE?@FLQd^A z=t#4%&2=&vVa80aWn?e9P{K3GfiuzAAI5HVKo$#zbW_aYgQc*LSx>x@B67L5WFR@8-XJkG<$S*u2_Jo&WGn0Uo8i(Z`m$hu|HjLBLkps+dPBd z?uY+)*0yuP7T8Y~T0;B=e=ggl_agvpd7`zzJ*MC$F0-GE$ps)TND??XDQhOf zGqZk}gV#4QF^XMU7oE%7u4;eKi+A~NLmqU}Zq%l(xK)O)WAE<=z@mxa z4_l|z?#++?^Gu8Ugnd^-da|*R^~R~-|ieJcJ8d#__=@oHVeWk z>^%6!VvM`}@MAXP%aiGMH~k2otuZhJ#}-^qrp5avJp^?z1U<*d$R~7W!;i(!@)N(9 zQ6c}vBZC3Ug>JM?XyNdv=P>;O0YiB9Oea#Hi_iH_t6fxkzp^M&UzQ&yvErmgg~-n2 z(Rk%?^OEpPSo+s0EVQUggFKv#Ex}pwdJvCOoWkLBnUQ?dt-m}(vg`rJ5dj28;8M)v%mBQ>-5((%v>0C&5^NB zi&TkmX!_m`IW{``d2P7jdh=(1e`cUn3?pLFfT78p&VxbZ4dpe5O@n6O>UNcj@GD+b z{MB#nb=oLDZKz3_YSjqX)+)=m5!yxVV4`7Cd9AL%Rd|4A#F!SigEWCdIIsrtVFLV!! zDgDzwISJpp>h(D&J)Hx-Zdc;k`fQCVXuGx&!#8mMySblsg0k`QayQ1_NmQy$~gmh@;b3@JPArcQyiM(TOPlzU8y25IooJ!Vge=}&<6w{dv~LApIE>L?r6 zR{D>UXvOqZXj{d5NT-X>D;_v^Zpo^-mMYEcH2zvPVpo!*hylj+Uu-KK;Vgs%^zD@& z38;-dR1M5L2)KQ>aasUlK(?lq7K_#f=;M_s^hte5&0VRW$~twOwfT%%xm?O#6|u>w zrGL}EpyHbhkMUJ{I!d&A`f^)tgG2$Rb3iR~OJ+dl#y^G{-?iURD6ytOG*bDduMOlh zOcv&k3wLpnSx8tWF-eNd2c@N9?`38rDt_&NKMhSxq(mEJc{j_b{JsmIPm7ABb0Km! zlAA8U$W=%M4km&q3TNTjQzY+Pz?7l_6o_5^_@K`2{J`FQz3yqjjiz_t=WS%Xg}rGl z7D6|9K10hIaU-}0`R&mzaP`_E@U%Ak#byq>rBV+{jDTM&>eh|XiJrEE|2#cMd3h#C zD551h;PLTqAP=Q~zW6iz3vbcd-vK#@d-+s}@${K{XPDjm3>eknb+P0}f*UkiQAP15 zrIyYfZ}se&1*oJ~bQat{VdxoKGB3|1NWZJrE8Ob%#pPPqB`^Nlvb98?|M#{F4<~9G z6{#;zNlm&QGr0U}HNie@sK&oY0V;QWZUb(6!>*HHOE~S30tQW{kjH}0fR{VS-&pQ4 zNl;Ejie^6j)5Q;fi~w02*p$CxDqxrbVFin_aP0%kX87!9p?0yHYsjOQXUa>il`)*g zGvB7+$j`IOb@oY}XQK`Bbakoo$*DKQTxwB~w6vD{3m@L0XK(iJMZPME`=-Utt6o|P zfKG}t!7DXN6#*tX9_grJ^^{RR6yV^WM{`R%-vX%HG@&9kh`tM3tgw(6I57=Pa?y8A z{c8);;<6;Bw)!*l9tHTt#f@NE;f;z%)@x>QD(jFH)d^xFU=U?s;LkCa6BeR+_e0_Q z*0D_2(?85Fe~4e>&!l-l63Pw7t_jQnpDt% z90b4;co2Nm1RUh&S1AU%Q+udn74&@?e+Kg?rAxXx8ApBx^Xd@SQ~N=<^tJoEpJreJ zO@vjUinE08-e$vSQAqojKS?spP$o&Z*M+yAR@_dkZPDa&jYCl)5lj%3dxE~M_3wpL z3j$TEVzpRLr`-<^lRnYe`5w~n{Z7|B3fl$JO+6etp=1|X1L&Xf=zzn&H`nxgAeNq@ zbgxy64A5}j?<3VjO$FJqGwZ zsQA_Y-c!DpJz-C2WNyv;k^HFo&cdu2+_sW#ZxF^L0PGy8KQgfK(4d*fvCGT#23a+q zTd>8p{kU!)Gb20x=xCi=Y23Rk_%B`37hZ%aB-_-Of&6_TaB54XIEtI}_?;F>HCJI; z-S%Aj`T5I&(|~wg@fghOd>6R(g@_-6(21dTGC^e0+ZjJ(O-r^H(i24T^w~BXD%(Fl|(a*k_HB_|1 zpo|$=z()6HWT6^(3dWquLUw=C+Ni)hmVd29_JUor@O&%%;Y&Q1Jlc4}^Ckr2$IJ;b z5a?lYss}D|>s4l;U|Q%g$zv>oE95=y7wje9{}0C>BSWhU9w$jL`$|k^PrxT0$WVWz z{6@Oqq=HbKk3Y$2{qvjtU(cUqkmEnKLy*3Xu8_E?D8_ui4X(adO0ebLd!omeyubw*2mFX>nX^*bvT~U@7Z{v-xOeV+l=aN=7 z02P@TB0HSlHc#CM?to|fx?+%%?H#G_uxyae+FaAmXwQZ|;c4Q6LT^^CI6yO5I&bUqewSD|4~#Bv0ppMC?} z%)L{`_Jhw?5ir=OUdxZ)%HY-=R$HdlwSnc=A+X)Wvj)uJxdLsJ<(&5i%w4k2`I8#2 zjm_JRPh)}k43VS)Cv6?kk^cDSjcfe(RoRS^v6AkQ)`}bYxYc$61I>O@P!Jtb6DnsWrhSS3w}FU{6Kd{9H#Ipz zTH9HcI{A_c!c>vaeWIQ!V2Z=^FBgdPCndFtVp{v{n?U-62&^oTlh_}rs6-id z83X6dNswrzHoj?eEk1E@mQhE@Sx=rDXwLOA&V^Z&^_!=F*(Y!3rot&byqnGDaY_u{x_N>GaH>w+{V z!_F9-I6au}`tjO5yq78eJbn6?+P+?go$XY-rf~1N)usF;OWgolzKcB$JGXIm%5Hvg z`}LkD;o&%k22F|lu+GVq6w3bdLVJz(MensePvLFx&KM)Qw)9w?ccqa0B4Hy1xnQj$ zq43kY=C$T{Y^pM_${ySRg)XR5N5QK<goza4;cNvJW03@JlyT^ z>h|ii4{N;h^MC&`vx5W1roZWkA?`eL(AXb|moZ*{)VG#I@qeu{aYIotV-^fzV zSo8;jLfXf!n6Q5TcqBK)zTU23{%#%ORVTv$i%UWx*58*2j!ELz-@GOJsq5Z(`wr{B zv?Phn&dV0=M$Rx2RJ8#8u@g2X+hp0Sl_{A`3!djio zjj8giuv+&hj?mvvLtx9U7h%`?qduFUqW+D@2aYA3ItY_p*z=8ZS7&Y*94%ejf9~lq z6C=ZMBkgDGFF5%Qa|n_@%x>XQ_Z$%C*w?|A^OtJcQE|Yor~Na97R=lxF-~(3DjzEC zzSVcf@3EQE%p1{3u}ys2m*B)zs@?MIYpND_`1hBy98sS7zmYU~fy(be1 z6J><%ZV5&LxpI(vg@UEeoB1!4wiJ7lllRiyP?6}loOT0J0P_7@I?~*3mlJj%a&2TT zux(SUQfvN)aAfUzLvfWCRvaTvLwKT=qp%Z<3@s;}%WhA6YRW#i+u1qI5wTAhTCr<| zUxz$WUPkR-{fWOpT6axE@k?x^ED{i zx1Qi}Rdvnin>W)k4)Z#xxYkbFA6#5zFpY^G?IHwp4JgyM-`UdYF55erwK(x zm&O(|JF3^{V0_v2R@S5mAxRmn$92c_k57pb(+3>aOcO~06(iaNndxjg(iMBXa<#Xa zF{~8b8RMN2$XLWLf9+BkC&trJa*HSo|XD{XD zF1fk_mD$&fQpcz>iazAyQH?&&W19GA)<0ms@@y>``ujlNXI1H+(1vB>oC>wJ~O;&*A|qd?Sk}V z3uUF$xD$VGT2V5v&N#E5B*g3Y-G6AIE93i>w#e9(YbjpKyTn`kou}#LozufNzj51j za&(G!;xBOQAHnnu@ZUahd!MpPAyIxd0^5>MyYCz-m!l+9!NKWYz(ti}ocDqCE9MSP zvOhUlLNoc8@LyNIw|<~_djm~dj9~IY(s&%{*`*H)z_S2jKQ8AL96cPUT6KBds z6RL?haF<@0&ZutKpFXtDXgdd|Z8j-+og7T@C`m!u2hK!qVa{Upcfc+f<|)`{GEMC<^&XUQyoonP?WTQejo9q%0LR2k1yay_dZp0#P16<=POROv1| zGr5rs`}Sk{SnXE13Ecvfb0t80n-9BCjA$R7r48p$bnlK^(-HVlI*K)Qx6S3+I8J)O zfu#y5vLm%$#bfnM#f{p*z2a4p0>>1`FbM>XCog84403EIwQ4Idkmq@>VPWk`NP&c|ViEU%SX_W_j z0s`n_2k~oNEo6ekDHVq}#pW+BbexVZoeov; z_akWWum9ttk#mTSkJ{Uj2XV*kJB6}lDibav9_gxk$9=lQzB9ImO&-(4kB}Smw5KNe)fDgb3n>AkUx^H^EFV>aCuM5T%1k1^&97|7Rkc)^ zt>uK>y20mCwRqF>TdSUa*@#751V?k;!ZiDps^2fE+HruKlVD;l`KeCh-e%h6fv%Rj zo3hO(RYWfI6>Az5zO!E5vVAXLif@yjdrVJw;inwNyNtnrLhS@}|F(yOZXY`_m^KbP*S!hzFKMYn?6;PI#QbSNzqq$aP3QPN=JQgG%;+6 zHJ#OH@w1xv`rsW7{^Qbvh=^o)l<}I!V>WfR@<`_-H#9lXJ>`%gjAd@h(0tGSZ;|0M z(3VOrPWvdRu7W$1kJOcrq+>GhcGWo!_R;>B{EjV*1Y z!E`7+!o=&fTPM=#5Nykb+XNyn7;8CnK4zHfo%27Z%1HZ|ZZk9%k`OPa+opYt1o`mt zX7&i@Q{}IlTzt$o$; z@UFw34j)yN$LS95LtOVt3}TSK5fW7HRQlAIJ2TMaz=eQSI({944I{RHG{4e8l30F; zIJqh`y_xR$vhTHuGg(rt>Um5z}9jqx@L>Nd}-H|yR_@@{hPPoCF^lU3%1w$i@5_`SQTG)_S4w&8?j?^ z&tk<+$ev&(Q7mImE)*-l7nxOVm>_Fo6w6RF$R&`j_nvkx^0Jqmr9{fDY74braO)v` zLA`Jk@XYA*Za~2gc)>fE+J|!Tx8o?4_)Nr|J9nZI6Y(`dlY+;NtiJVJ>wt)s zF|g~oMU~s2aMMcDW!Uj^oMM>ZhzHjTkE=m4R_YB{hjMh8tLQ;)+16=RPgPTp8Xa zxGRTClW{e6d7td{IHx^<_pm2%$OA1JP1FbV4fYN0kW_W;zm~dA?^^!~pNBZ(+PS&J zHJ=w|6%?dqW3m^qvV}9%(-QeIttZWcG3AIkLor?QPGiRh;Y!C2jaP5*tjahK;VS`A zL5j5K^vy1LLt?Q0+WpLbR0pmjCAhi-I=aFzC|lH4o0N}nXEimFGEQ8w;O0Mvgxa|k zn`FAmSf1?`6O%{l`lpGcO=c>lw7U=ID3T~DT`5KEp(gJnO_zn07whj4yQXZN424N# z5poygwhGP-$SRqngs* za|Fr|e#OxQ0+zI~$QSE2`b5u26bxaQh9%3T*zm_M+S}9a|CL$Z?>MjnpPjFxe#Jw~ zmvhen&A7pJZ@+Tz`H;4HB7O6|;^v^wt*r+f`;SyGoa*p>z8?W+n;Ck&2dF%&XOL&2 z1J*`c&II(gm@j(E$jaGi4(;Q4DbX6VVbiU3_gf~Tr^NS{UX6bge{e6PV$W`MqL7XP z>#*OtKZLL=c3!x09rDSS+UL(e5`ma<2Tj7y3~N>!?; zBP<{`TU4uJiE)R zUN2;1WYet~$p~>I^3vNYm%uGK_r`M`lgsKbt-$TBr~RWxWbYSA)3rAl+`PC0j9!P3 z9-#~UC#IIKxfVn{|F&Si>Qn6K+Vp`b00rjIa2;-V!{1s9#QDWx@@l$}z88Qbrc9%r z`Im9adxU$YI<`Zp)Q*2U&^0=oSaFc98sU5}H{BxE4idGePj;{bU2N(qlD+xyZ_W6V z>D{$oQFpr8D^RbM3m&HDJX)pSPZcUv95%lM~+QXrn$Gtbv(IgK{$w$uF3 zO;SDHLqSZkbr=08K<~S4TVUu#z4`u3(bh!U{59z5IJ5%SPkNUgEp-$SRCX==TBm4q zyO4lr!~QXYaC?MQqa&@cR-JA44k{RdoALRGsFPBrPb=SD?5hGk#k61G?gxS=KgzJ9 zjLn_Pht$x;$5RPLJd3LLCU!p=z_!TXyK8N4c%tVU)gn~~{MU^tO%%LxhaIOYzJX3T zE9>eL=(_%;>u7;dw^Qfl8GKR{_ij(qUfB!O3(W>Mk2S~w{ysx{iwU&b8pD@ZBInpz z_%!06Fyb71z{G(%zbnWT1@O+&Z_KMF>kkn+q`SuSI**Q|egDg^{LDybpHgz1a-Q+< z1)Kle)MwPo*r-B|LSq{BdT#yHnb5LVB{JwTvT>;w%*vAtyxn5Rx)8<&!wtrR*-eCL z+4o791YeJ0@zALV>(l;|Rp`JgyW@%$`dwi!x2Ii_m`Q%tR)p9vpEZqV@}TVO@dM3w zoB>E;-|aTN3K7+<<=hzw9h1u@k*s)jbvC!$V?n)+l=!DIrwvBT)3a__l`?PBO04Hv zbw!b{bw6Ir;?ZL#2E+7>ZcQon@gv=U^OYVcM8aHugs!67xq6-r{BN`KnvIJpWj2zB zgl|GY`}&jU(tP2-y4mta5uZx)UvY9wD^8MB$Pf8 zl+;W-?1&!~O{-chMt@vsR+KpF)Y-cUX+ZigTU^EOT+eM# z<&s>#KeUH|4EMI+a&bj3_wy#RZdX`XFV|G+Eh`#!bmR#&cDnt-4t5|V_o}X6qpy@H z?p`_Y9to9!s3NO2tX36L@fp_-Vw|UybC8wMY z(lis(R{U&RUo9}~ono%MblI>_d!E+`8*r>YIc9V@^0Dg%ANvJs*TEom9HmbfiFBWK z$EV~J$=I8G@-pusn5o?GJWv8`yJRml_%OWinY!tdIk7u;o%vA$WQnGWps)C#J&HMH zi$vrl4B0P8c0igJ7BTUW7al_pg8U2PO6?>i>jW3fz*}i*r zA^8ezSNf6Fp$wHHI_Dg!SI4xOA`|>T%o@!c=XtwYBCOy0EiUN&IY?Q4tY@!YzfZbA z3+WYKF*Fx^X<=y7&ufM4B20`xDogOx;8K|qXn8pvOwxb%5rx5*ny{C0?KzO1p?>0o zM4A)NSj)@XLmmV6MR|q~0ZiFljt#)9cR8%*S(xI;3Uq7B=mGH=r&afJxAVX!&VJLD zWgw@0Nv5`{w&ZOU&nbt&6_ffIHjx;X8|#ty`@Cx~`0Ie5p{kAf7X-!ez_CVz_1J!A znbwcjtV-aM`K*I9Pq$Qz`5EKp>#wcNc;JsOq}NE$uAEd#v9B|ov|{N<=OGdQPe(D75Q)2lEgQb}U}LZ81gElGWXy1)fzbuei6lPv4bO?aBAqh zrLZ-ty8~QV#mH<@Bs#w`ec&ih-_G}!_<>d0rVIw1No zkUm10(88`{5?0q3)9YRD^XV}x(b6aV({@K1W)bHnh78;r2ApO$P_? zUe9RcEoXikZ2kD_>o?{BI@8a3TI@*O(uGkdV>QOS!L7<)W3^__Ft+qy&$qTx@9kZq zR_bGVoB2~rODlwm*IQp_Lwi0+X`Bm(U(L=Hr52;!$)JxgCvJG>L%PJx*JeF`HyIQ@ z##r?h5o$VK5i!V#( zUd2g%Cn`)u6dzh}TWkq9>_2Vq6mM$5E1g|s#+-0EuwJpszCp5b?89{NWsGFM6V~JI z2Lq1ZO}OQq?5>OtQ(a~Ia>);qB>9zk1g*fCOMU#4(!-E;XIxWAhn#~;4q+p`OX22l zik#Lyxoqn-lVdKh*f5}}zPdQ=r?+R3xu2*@F?j0w1 zDiXU66l}WVz)^dduPLOdH*{|?k^TyhJJ3*Q0wMS>8^6h z5=`2ubS{eHU8r(tMm$L4Xalr@q;Zt`o#44kMnd*H9u-k;&NwVReLH$sn6=r zo7F1|4fcVV-%BFIB6?CLMXUnUst7Ci7!uhm0PC@v(gD!=t0(_p_nV*5y|-qKUmw#z zSEl9n<;OTm?s2<|kR7&|&`j|s7Z6==6uK5ec>%S8cKdoiQQEOp+EUn(b>6yd;4DN< zYKkZCVRE@{AGSqMXT4<|T()1VEy&q+yenp0<4Flz;vIh-+V4N$xz~8(g73hK%GvN_ z^Yct$G;=95G`q({7eT)9Y3_P1HC6w0fAG}qzpi=6ak!WvOHOe3w2?R(pjOk+0QDpl|UhHmTvRVwL&(-Wk=oyPbvGD`2~FYTabp1NUlA_iBBt7 zJebE1s0%Iz;kzVQ2%tAuo^(VP<5~Ie^mYwjM(5Ah!7`RJWipbfOIFHYO`Dc|%3^Ks z@l)w`T#gzpfGDH?M(=2LBav2{VRTyguj)^a7|u(@TXM;t)g|s z%Wp;FH(BzWph{6I-e(L)*WFWq-fd9jcR2g!ZD%Of#Go1wlf{?igei+lyJV6PkRS&ND)`}l&1~XJua$PI@F$%7BD7T@IY(w`Y0?xFj;#Dp0|28tW^#hULf5V?@6yd^K_#A||s*Kp=ZUWwT5Srr0*Um+_hGF-E=1 zvGMdZR<;J1{RcuQ^i|~>2ih}a^$K=b2u%xZ3T$PfUlcn82~Uv>Fwe51X04)%7E@>!-O<{*RxE2<$9AyS{SEQjCnmt1ge)t( z+IlyC(}pb_!*7Pmc@#s_IA-;~z_)DE@?KJ4+wzI5J3hzJZ&Mn|cTm4C{U5^KJRZtD zd>@yNR4Sbcm2f(p7KA#5B1?5zkdzwRSdy}D*~1tqErf&?vV~;d4aO3YvhUlN8L}^9 zEMo>^W`6fW=X^h(*X#HF{hq(h>!>`>`*}a_`@XOHx~}^=uLjYz@;UAI6}kYKF2^)# zyg(C_QvvK4a5a*EJIvZHHJurp`06^>5-9seyhZAEJw0|9^TSctfg^Ddj!swXAAo)ZYpPMU<4yy;< zhnVtaM^`v2y3mU-7LizAB;U>EgCmEotUhwXlOraHkFo_M(7b(lxtl%cmvlVt*X`*( zo{q;>K&TNQWwd$e9#ER>o9t|hJ3q6E;~_aaEy?@N>YxrQErv5W35V!ZRu`H$iPQ+C z;oWc2vP*A3lVgLOSkf^7wQnD4zd}#B0fSmp6LYiaJqC$tWv6d#1Lo>CNSr zv%G!0JGM1F*m({HN*h`N>b*T2UP`cP29o`c$>QOv39v#Ig=x>BgR`h zb=x0fZmpNvP`bsOWVodzOH1n;R(2`4T^85!(>!`Z(-V)6Sd2=Zl|H)$^m1{_x-S`0 z|KUn=!)8y%?T-=`5GGPT5{%li*x}Rn#*&o}vnUSiF#}yk9FsvjTDFo(!*a61-}TsB z`~}hN93A_UUu2%QPfBlEQK&a;y7Uujln$9YFqZokYR^+);>`Sl5uR=!f3r%+O-6=l z5Sy%}G1ZMX7hp?G+uJQUiYt^Pn`~$~m2TOJAl4P6xk7Pq1hF2feTE>`amji;$=T^Q zu1E$KKIu|?z3c7I?S&Rc?mxZr1lCV=tY_;*=+AaRnv`n&xy{)twmoRK{WQhY-`{7q zBe_(+WZ`;B+!vD!qWxF{l*LIIXjU_e&5#}jeQwFte^p8?F}Z(Z-w`8uoUH(4O*t)$9&!bh>NBB@+vO`WP3put3%yhs;gf}Pb*u8^L1~;RL%_{ zGKZsDZl#o>2h#mb_W=K>x{{Zy9~CG!wRk8iEx!0*9Omc8q0#0ReeozW&NunQ6;DPFgE(qq66UjX5m!C6 zk^d?v?^K4%F?e*zyoE}b^70R35je(?%U8L&NzC9~k!xI8T139$E@8>-!lV4M1lH2h zzyZF&nx^~wB9nap=lSy~N z8`WEdu!PGdCEV?vApq!LLR_M1+E$&3@9z(7@FyhfNiyB|)N1%kXh6{D+uLvlG|Z_@ z%`I7(tO(`BhUEM)ny3+{qI=2#$I%3=r%WkdS?VK}AR`qqQ+&m9^nD?U;OvyB!uo+K zI;rD7`nDomQ09&D+!kHC9~~W6W0zklK3Kt%)i!RTO(H5CnL z_!~D79vg*Bo-2I3NexFFWy3q;8jLS0(Q6huN8P^kn*=m^m-j8J2bk@XgdaV5%QPn@ z4;S6T%ui@pQz{E0=hMVjk^|XlIL#8xTh7V360K+dnNAAbE}Y1ZxvJolXjg=RVz>25 zQsrZEMKiEv^DOWzIeQv4&-Q(q-a-XO(#ZRPL+O6xnc#}Qi}DK$SY5*j`ugC(&g$nDQWNT!v$ zRa5ral0mFPOVcgI#Q{lvPc-z({|*D~Y*bGQ`{T!tw`Z5RFQqk80}eU za!A_oeJBxXWn=!)8Mm| z?Ipbzkm#EUtB>f@)AVLtZem1?bmRLWgZoLKnB(I|qo%vYS~hm}jIU&yj}fngxJ3|; zUJuv4^>}V;OKi`*0BGShMs4&`DX6++_HC`l6^DG)HvUz-T*d}(N1km;OoqBitH|Q^&(RbBOqi1NJ zw>tlYIs9ojHK+JyPHPTnHUyP7Exujzyg@2LHMgwI^NQ&d((#Gc%q9xmz@Y-$cDF|y zxN`Uz9OJmK4=O96G=CYFtk@3+-2Y~)urIE3;YxIBeqlzc;~&lr@%I@hx=Ng>&2hYM zY)nv9?0oWj=2(03wFiw&kIztms+lFvm>(=T}yg>?%u zK9vC8pmnwT=gB}>&jCx;Ql}U%<|T3$$I9G>WueaT_(~b|J1;a|6H@*;{a)%B8o}2~ z>nQ;<+7L?e!T;Bm+vyR<8dd|1G&Zj6xVQa5GaFr_5q1U5pQsf(V-O2rp5@xDt-Wf>xS6nomC^3?T7nRN|GtQWS0#`A zUH>w9khzvm>D8Rf=))S*~8&ALVuwDHEjQTQO)pXOevd==Rz z*J6(q9Nfd^^$cWT|GxL!2E-@H*P#|HfR(bJ z1-MYGO!j9h|30^Igxon{7_%?Y@ zkL~cw>TOa#Og^ghhLu*vIOmMr`gzOKBOkeIDninzX8{J`>3V$dzvCXMjKB1eG(9u8Eb3=_I&t<<4H-yj_z)SDth)2PFcm@Sm)jyzk?lr#VOJ;C4Cdz zMqe@D?Q3s;?0kUBhfZ?py`LEkrw=>>RRlGoEQGEcB)S^~2Du6lA;lFS*6sp!EGwK|6_TM6P)mVQblBYi7?|En#%??T*z|O|GFo;n2D9I}e>rScSgXH(7 zZyp$^gbxI@;d=a%SWDWbZLdZf9w0L>%Fr+*OuNUSVn()!7Dt^bbZ~b zshf??CFQ-x`>jo{n#2(=th{&ud6n->-j<_z=EaDmd+$)y43l0w;AzqOB-)R=I|kEL z#(OPhnpD4O$F^^hs&UiK_m`bGV>i8~$zMBl@y*AP*9gU-mt>)X;xfs}bi>}Tla~={ z)eUR@rVmJns_J>nC)RPxD@I#Q^F{f>ynFt=hFzN9V_FDbCl{)u2WId$M)}?_3d>Im zu010cEo-s}hET3^LGk|on3;jWJA}oZOTA$1_Thl;a?gbs!5sxVfBtVSsG_pGj$uC> z6obomo(DR2j$)t=c4*$PSw(K&2y_zjUdRbL;nc~3o>^&A-dMWvJ;_UY=wfZ~6Gpk= zzTi>3S1fxhTGrvC(hQ6ssM?rbun93*m|JCCVg^}3&*VMRu5J2LQd~o$R=TsO;X%Nk z{~#MLfA4F#f3%3p;hD^OSBVVq&WI4hlywa0Esfr?lApb;h>=9SfU$xFL#}ZZopi@a zm$d#FK3sA#Ue)5lg<2+hNeQM(H@Kj}F$b65pJK7dZUm;}5%jTg*Epgdz4A_$Y4v7o z9FaRs$6r+SUQQj6UVgukRGYqn^C!ZW7WJiFpfDfY$bxZDFNIW>f#hcJgvwt8D3&4ebm z&#SMV?%11JL7sEROipM`03XVTrJ`#yGh19@HZKwxEss7cepdY@W%cg@U`HJT2GqY( z*~XjG>vDh?YMtY+iWziEd)nW-vxw)1U4=X8!9n*ahpyw@6+G8(-GaO;Ex12ovhGo~ z^;|jRj|-?c-krs^JV?!gAKWxCa30%3JVJA+`4N^0O{ycbrK*{W&vv;{x6seRbQRj_ z!c5+0CHgW5$pI-`?cK=LA|&uez*t&xBk$fFxCoK~C z(w*)x?3_|E-rdVcgOBu^18?C^?K8j=WnSbj9(nD>9F{tIcl~tPsSam70gjdN_6zZX zm#NnN&V*(ky>UKaWVMi5*~Z{n4lFH1)Xq{P*T9~5)B#4QELs=<5+V`|5Lk(;YS#cX^$>+t8igV|S5&=u9 zMU~t@Q;p2p&2rJM5O8=jpKDh)UVZBECZ579JF-HHeWyD*@0EpBN=L_EC|!K5;Ah;{ zy6F36^ZvaV3Qh(FV@xhzXCvY7_0D#!e}d1fkPCd$JY;;;g+7O}5rexQPy3XjJFAZH z|6XUG7GEhKmK&k0a5wg#Jo$K#uuwoKWCg0SUXcZmRw1me)TdnLX=>_VlUCKrCoAdj z=3|213UZu{zYJ+y(sSTHcpP?lS(fIVahqS}II6=6o*l$D;Y*K)TPeeQlaq!?jP_(B z%d&)l&pf*_avx|0;Z1I~&b^yn5|pzOvD8wZY)Iqw&HVA>fgRgh{(LO}w>!jU46rb5 zT#;I2KIq10f$kyN<8!qy|CO`lw-A+?BLXhfN4E64+-gqef`iHP`gyfSNT&eUh>(8) z`B>wr(Z~8L#+lVU)oa97uIK+?OD96gl%8boaofPy$lGyryJ$b*(E3WNCgxq>yL4%$ zT*gEB&X;AJ%0unGG6L!zf4IySt4(4(2?1dWE@6nh2{lb`zK5;2E zC;3x3R*~UhW^MngP3ZE2{uKxtn*E=f4E-_o|EHNRtxaa_d_j|0(`5^s4ov zg6*{PlF!Cr0ISM(nb!VSWCLH)!rg@jw06|(OW8&<#RG9FvU~0^4S|` zTyyCR;N1~kPD^s;o!IclfyBhCYvFb3!X%`2FI3BaoQpQ4RtSdUfWl%gz{iJ2=P??t zn#La1QlZ4^xhm_V5K~8G442r=e?fRv{GS#54&?@N*#6j5K+3FE1}31?+OgI-<%(1K zuOL6ss&K~gpbMXV;f^vfAVx)%&w5#;7NU=xg5e%l9WjKQ?rpA&@=r&}k(3Dp3go+)E``cA3em)iST&B}+SS^cCjspq1b z2@W+|L4~+6EgTDe(c`T|QJ`9nZvg7Cmj-=u*>4QEt_NC_q25Ibn9-nj$xH7TZ)iyI z;%j{Q-vF_Bx8RLy>Q0?5VPQ#i>fO^1`7C12{O<9kUC0uL_L}BXj!_tyL36$ZTd+2& zCgw2YOhy*JT?X=`ZZC{pfH5mJ7(s!xkas;;Wm?(t#=wS!%-m*QpaLaaA?`KMHO4WV z_{jVs5Y8I8e*{HH2YCV_d?VmH1Vi0@Rz|5>VEtB?LvVO~I~200h{3LBN^9*IBi>SBl&mg&x3 zCOEboYDZMjJu0QQS9+U6V`{O9(+g;`xQySZtvw)jtz=P$V*%j8xKdDKkSFW=lxNbc zK&NacPrjDtg%aFdCiFi7?tVhRz@59y*wlA%G+_aOB)?|fa=%+e|IJT)5(=~)aAXNP zYSfaO@&o0>KpCo_b>8r4f2(or$N3YW=5;mZQ{B&}!mWzEUz|1g)d-#YkAhFXNiR_% z-`zhWeD0fYrv7Zdkek@4%K?m!*1$a{syT-TG7aH7r$ z-p0{k^obaIK%zeRQz2*U1h(AfQ7{OVe|rY$Q`66A1EXvM=&Em^>=qJ9et2lq3euv0 zz%2vy2a$~<>J04#`Iq(;^^C;Nn`86U|J(S7f`T&r@TiFbi7z?=JqFsZ_Yfv+W23v_ zRq^cIc(ztw_ozUr?)X=~4}~Ep!KTLTB%2Msj(4en489r^~6SpoVZd?`}4@c>Zz!*khh9sh2ZRo9|b8lK=Sx zzAPDN;z_$$DKr39O(IUXPL*_P=JVf;yn>+87~6x|V})c-$7Qy8#O`}+Vc9xR(+q0McjKvZ zea#z92Wv$X4LwK_mFQ!nhA5$qx4&_jN*%40O|!P&9R&GM+9#5LT$FtEb&G4S!A0+KbI;4ITQmYKGpkg8QLa?g-P*nfg}_x(L@+KDPG@$2{$+KE~XZ-Tb=pF;UKo zQBr<<)`zt?vj86zE#~Q`O=X_Ls0@{SV<1dJB@JEH!^;|{#l5scZa;@V!quY0Tj7zd z!G!Lw6{5A8qE}4fqOeoZOZ!CxGE7VuHVFK2N#S3E991#5@mDZr$Yt~zVNA-~SZ8#G z=@%d_F1^%K66xi2{t6%P=9bbp2A_#5*%C9|hP(T_dALIBNEb79mB>cL-3tpl{?49? zE4+KzqE}h)91e93h!bhfACxJvvo4i9(!Y^Kg`deBaF|viD<7S9{&HcarbgR1h7S+C zEh4spuL&YDX>iUXpEc};NY^5|BY5+*Kw>l+@*(T&*U@8gk;f3QYv;_}k7lR6zS}x5 zp?q%7z*e9fgvv66IgHD!MR>?AHJrrjxr|?E>Gg=5Kb>>@;x8n%`F-SMRfyp0^mG@~hkUYK-OR7=)=E;CQ35QyA3qLae{k)5 zFkJ?#(`{{Ibc5(O>SlxLQ&b%Mp)5RInBSp!H<#g&_T4`1VGonhYs-Yuc;s>h_Dv7_ z>{)v(^IUdw$i7qk&QAy%;7GjEbf6VC`-29$u#^Zf zGj<(id{nXSzZb?P533-`|N9(fL8t;e{G0{+2O%CZngE zGF<4(*!M3IAYt+o-jnauw_&dns8UNYGhUO*opN21Hfa@~u>H&Ym;M_bttys_t)Nx! zmTu?~O&jo`6lC^g`V(}2an+<+^t69U%o}jENiYlwjMI+T9{kpDO~^0*4nF70h-~+b zViB$jm87pnHJuuDy0aNR2vc-~l-F$j$k|LKj{*^jFCS+fE8Jzv!|x^IU`xyDXpMO= z)Nk?B&H*R*8rK|lDbRDg2GqrFo${SFtoX$~503E*Z@gWOQQA7C=_> z2%n6VOrAZ^qkD8UEc~yL5%3W$Q7!c!*}#Q)oRNRhGvB5#^=Vm11v3-C*qO2Nfaxt; zh>F)QKRx~6V@2$SjeVOYAi+6;zPVG7%Xi?|amfzY^r+kVds^tgnkU`B`xC;3^xTk^ z$ar(x?lyuq?)mNi(pqD%kj(dfSlj6a)}F%lj`6f$JxfgMpYCMt0Kw;b+LyKemEJIgN3 zhP*Q#upK$Gr?-uzqZJOLbT)NqsRx|4dacqxiq!P|8w?>r;9)&41O2{BAhX@(it(+m zquKnu{o#gEjV7t94Xf)#oT|sMW8y83+BODwW_e!vOY2F{lCPIt1`w>;nxeJUUf2{? znA&B#0(1zOsIKC%3bHkuK z(88$iKXYQwp>-~WD%Q+@Z;W>v&n`mPyJJL`Fv%v^0u{j8eH0V9U;Jz@$`&^&*=H6j z^z|8DM|aF`CRq#LypP=c_uqXgPqVg`E;^(;C_?5tZhXH6#gpceJ9%$S;AaU)G9pmi zWw!gV@)|{8(2P1!w(>Jo#=3?i0K_Mret`8q#5?av`BP%RK0=K>Vv-0$iBi+-o?aMW z%ALLnM)?lq;usDShR9r1S=w+O%%YKtwoS5Xc6Fgm*ukYV1Jzf?a%~#=Vz@M;^=AwC8AA(@#SPHnxs=6Ks?U z8c`n18gI?B*4>0{kMkRkVO(hKdY0wMbREiU9~<*F4n6)S_lydsm^LD#p{Y5OLnWV| z+BzdHj*Om*nVHc=6$em{YLzgRGZ+Qgt6&s$kzbAfT%2<4H;>skaLy36(SM)TbXOxN zSoo-sODNjsv>_OJBd5!~G8WPNzS^y1b?4EmIls@ztkXSdylyk26Uj*{D|DR3^*8p# zHPPK0z?w%&wFA1HrIFsv>t}@lVBH#YWwZa5pzI_@!Quc6K)1j#B zQ_hh%44je$mb5>SmR9Rcr4wcdGND=>;3?B%Tj|DR&uR&A!bA<`Z&YL7Zf3rlrTQGj z%mq^UlL;?+py_On*94cv{VMEL%yjRNUk7+RDlNQJ44s;)mw4+vB00l7l&q3rtZN{_ z8Uj&jL>s`)H8o>oIqB(s5_EJMY^!>2%wWf56(A#EW(!))WG z8owC^Sq3vCY@dr9>u_@>9W8&rG!AgDnJYYWrDQ>G<0ga@;OltG@)a}v*zxeE+nqc6 z`L-I?xJr7rqg-7x#ZGw_;pOhu=J=h5?;Im2-HXoE1^!3Y&q+7we%vl$k+kBkW7g1u z0U81SI?_PfUM?|hw7n>#d4HBot#KMc3;A(2tW)fX>ldQ*4xbrkyT_D5mjxA09xaPA zX`-HYND%nI-9~Uw(H@Ik56q=zdnro>D&OSE7IHnvT6ipWgZVXt7918E(%+QP+^;afIw#YIWu8+iJqp8HIO-@bW}(sR(r@ey9GO~2476_^IcpxHH0 z`d&V(_8CkSuRi-P1~B1us)qZ7lzSvX#Ru~9IxMA1&K)(gDcNJK^-{CL_sIrmuN7(k zWSYp1XYVLN7xi7}FW*@b?OiYuldMJcj1>&vOlTSXvHB?r+JJ@}w*!hXC{LyB^VLO!5{g;MRcvG+}NP0IT@J)Xsj&pbb6MeYYL+=(FhK4pi9 zr7J;B0+#82YN8@I7WAb$$)q6Rq#QFZb1=n0E~4q!=R(`i7_X-2WUG+qgq&1L!j)&% zF7W=%{XIWvh85Z&@eDJE9|>P1PV4|X7^JJ?u`>HBB$1sVv+(rVY$|R$bwMBHlr{jZjF5eYGEB&2 zj$SsW%&%sZw$Zs0j6QhJt1WJUiRZDbblP;DwpEJDQZ{Wgs;w&{vuYWJWRJk}*H#Td zqv}*GIs5!dXI4KZP5RBdo-#IIXoZ7rQwwPFYs9&U>UMNIql7KSId=cv5-v|dR%ekY z(YXHjv?F|c(k3%aVy=7ao15RxRK$X{M4WSG@i!D&OYMQF3tuw&DyIEN%IEJH*9fA_ zVmk{0vx)*qtOd(}0~~r5p0&CdJJo3BuxXFI7H|ga!tC2Ir>KY4Ig2ci`9D)B zLPJlNXW@!i#O0Ucy=E^Dh_jZPrT=kgT%B>BMCmlHGAiB%i-h?sYe4x)R2%D>ZZ@mr z7IMO+E@VJvDt$aq0{mBC(cxUe~y{>_N{K$5XcNfKH^YrPR5| z2HAC?Ko6yvnTcLUNL7+PRCPx8C_Wvdh@T-den5{Xo|QgRtX zonQHwK)JhgrM=z!hWg~SL)!NS*c<|1wXZmD$nNMha5a5VR|I94>HiYt1O_I(-j(w4 zLTcul$SC6ELHe@U*gVXTnzqGmh_`C*f9R?l3&R4^KBu(=@)~z^4WUO`z3L;~?*NHG zN(6uVV%yW-)XA*Ea|6l z{UN~t_U`DA+JxBBmEEi{8%_#P*U&LyFtVF*t>Ox~Vx9?lqMM0)FtY?y23_T1JGNB* zW=VcPr#Le*xYf`6`0l}R9vO+|FXAlKwv9Hj4;OHzDoRx3_=<3Dov24t8=+@t-u~E! zpP0WIJ5X620s=5vtts`Vo6GglV8sj0?5$ia*dQ@#AM_(5nXL&hqN2hwBunpxam;C# z&wSNmqx8||@Zjj<=W_oq00u2>YXI_LD^TSf*q0F@jMO0AU4@zX%_2yJN*6PvpI0hh zctCZJ=t6vY^188~#^_4Px-$9S^8W)qhDrhS|1)zZbeuaBY|l+ijm zV=Fy*S5`=j)esJgO#CrB)0dk>87g+(NOq^&iXW`xFdj_5i(1`z)pebG2_KlioGs5; zMXk0_@mq<)_OE`)CJomMtV~R2H{@^jvY|^JI=eP-!NA84XFohmmO6d~hb1rDS~Drr#hT?n!gd_zXOM|yZ}5E*vmEu&o7rcEufTiY>{-kV19z&z zrCex^qmzC&!&)4@{-n^_dur%epz9Q=g7!JOVMjRYEcWMam|^VY4Sw0lDn!-;+0#X- zOBtFm2bS1^$WiY$J*$FqKKiTbZdusM2gb2)n?6`!@jZG_zY?px{hk1pbT{_A+YX>! zd_X_6D+a{5FpL1rr)%H#BDL1}l*fJwYmDg7gp^{nEYXJrhtqwgs?p7OJ1EaYy+)svSx>Kr8lv?bRmpo-?Kd_RbV#kkt%Av)Q?jxl~e4Lgq}aEm(D3sa3`~g`N}>f3=m+$oL0c{dw<1qgNxG>;GXscW;`@mC2iUBSNvI=Ijhd84` zGyQtT+lItztZrFO=P3UBrHe9c?wL!$<@2k$r6G1dXC@}w5#yD=wu0fY(TQtnP}C8J zR8|ibZD4@p2CH&bKl1D?)A+=HR%potW%q@~wi+Q`QmuvZAyg@YMe<{D=4F(;LW^XX zij?#`##wxG=9!1{iPxhQI#Vz^L=-w$8`mPUukzOm6v*#UsDg^<3<(dS>&*Hzm^iBV z|2xL<`d2X;IyL@2frL)0Q?~t*y|US+PRAn}r>wm(74bFh$0-y)(+rAA0t6z875fKmd!C zRx(;yZr(^8YQ18_<6)M?k*^5dwae4~rNy(>-MbaZSG2X8dHb=8X(kh1WTr7galM={ zt!+vvUCjlZaP&1>ECB{~D9*gf&ATY8u=dX4;7ls;E*B+)qStoLB`ZK6Za;{G``F3I9? z7^hoK1*fqo^QRVmy&BdPGiS4U)~C@0tV*wk2mB{uj39iHT1x0+2$_5-D=jn(l>jR{ z!9wHwtDbY0gwCm8`jpu1v2c8j`*3s$SP5bgO&{i-5rmFAW@P0_P*hk}gt2nE?8IZS zZKWYtwgtmtGVLKT63tii+EULGdt1E@E1-U~Q(x>DF&Q6Lk=N!T)l>YXPl=%Gs z@&PcgvoXfpPP#8$mbWWE<#kUCQ1Yb?l--S8TY3~qmY3)qTV+m|4v%K*psC( zOhQ|j*2-hbk;648Rq7Ob{%v7IcO$?c95(e4V-6}XGG_+6nis3KZ{OsDloX1t3x9R5 zP;~Q5o}@Cfw|R00+N5;1vFF5L40|D#%C1~neATP6vT87av24YrpF|&g`1^eb z0Rt{>)D7*p{}3GXrD_2BE!p3f)n6tBAhF7K;JZe>O)++8nNFp*%(D!D0jpYfk`*iGq;ipRuanelk(=VXomkIQ*T}&c$Yr@}GPv1vYp;8vp;zG^v@3!kqsdZP*3~65Vh_Ykn zOo>UPN!j$;1B+>l(!6rUV6Y-v_SpSbf1-L!UgPI3>lXBDaDHM-!D7FWSU7)EYt?KYLd{}4OhZ6^HA6h#I zT@nGTvf=BV3`%hD*eLqwyGCPsTaJdT^}y%#ynw5rDE&cQb3-@SCCz)BTTzi=iy0~Z zbfPYdf}CdM8y|Ug6M-@Y{%{88%;z352@kE48O&E9iy|piFxB&TkJ9}BT0FlRwY0s^ z;NetDiGPKLx}oCRJVumUqyJb2wS0Q9+o**Mg%ivPtADF8Hy1sX)}YBfm#fB=P_jg1 z*GUqT*;PV`P>WKWK{%RfQGUZmGstB!JUndo(t{l$)=ZC|)tN!R&?J60(Yu`zR_&jH zaU#lwB`i1bGKzXAvI@S&px8^44=GCl{Ze}5W$fn!CBdEgP*Z&3kI5YW48C$}5!!%R z-JmrdCF9dBd{+hVg?0|v#pvvcdd;QU2{5I-ZLB-99Y<(ZIlXuhPJ9Ii6CmDO6^jAz zB7PQgZlIsMamIZ9p1bLMvPy){93S>RwJUxxc&Tdk;?t|K%n!6A8CT^$M6CtKD@OOH zb{18Hb`PPbea!nGsCF8fi;L8XD23UDYObmxlHm*NVWY3JJs+o31}#FEL~Zo(-6 zKoB1o0YTHQXJ^l)dI&D{(qZ=aM${8r-A_z3&)2udL)A4{&6<(JsjvJs?&s_~)wii% z-hSJ;0d^PK?(Of*^LSJFstI84N9IV7!TI_yD3fnrwXy=&P8(>>sQ(;H z%)Vhzs;BS}-p6<=z*gGVuXi(9(-z=JLS6NNxEy_E5W6}grqQ0v6bsq=V1_lVhh;`_ za)LNf_c1qIyueV?NW;oZs1O99Zi1VY{S-#N}OHVzCC?D1x+ z9^DF(Cvzx6AngQPl0*fR#Z3KEEfokF2w- z=$gu+q__A-*A}fhi7P1FPFUM>A2fghZLBh1Vl3``$yGDs4b8q5AU4vZf4ft1LCVuL zRRiV{7#7HXx6hDNRvBAZp-pSy&c!Gfp#&y3cgS$hgjP$m$mstmkZ*u#lqf{YI;Z_D zXrJ!KZj{FdHkJ>pxK~KBCbTG2$o`~6&W&TwIVGl9g83s{cgBR|9NZ!Zn6Sy_+SCHF zThwXm+n+D5Ap>WGpx6Y5M{s&6P`A;5R-m-Pb#PB;?;ms)5ZW!Y-c?g|c>hl6CTq(E z#tH442aPZVv>7~mY}1bL7_4#RX*JU+@Ff6^leLe-$P*Qge#z+m3BWwcSivG~y5(*3 zVh4;yKnOouZ#_hkb##vcpFAJqRZ9pK9y>xxPF$0B!MU>_4rb>_-%QVV@2oPSH3WiU zSts<7;R-zr83`!xU1|g}HKS8~2EjT=GpbLSk%XYjZG18=nOX48UT$050;5P`m!5!P zervN$N9$8GHOF(C=m zRK?DRbuy79@+IB6sT(iEU-}u`C+ZGqsWM+)6^l=+HO@F_b-EKQe|QeMFh!`D$jCmjoRSe7(^gBfYX+?_wYTv9PK|i| z@mi&z+4-be+`UY+4M9!AVVItr<;vF8ttH>ND#3nc6N zWYwX;Vzs*TYWupLiFQ&}cIHD%rV%vS9(+V*duVGPTR(u#L_uGc9!5Ys%i*{eZBYgT zZlozSx-BZ9XFNOP3~~!x+&k%Hwt-edVK!b|G7O0KvSE=DMsDv_W_?;OXFw$-Hl;R?roG4gIK*JfhJ7bKOl5(KWGb&4k6AoS-QMN!`_ zTeTknf0aVh$H2~DK4PRwxNqo)RJ-O9Z)Gw-tfFq&67Ma0=B-t`;o8RLn$1~IsDB%a z9l>?keq7xy?-;Z8-FsgAKdk@MoU_@fe)?+q1`2K|-|h$B+N0r!toZYtDjp-eD^2xe zt1Sfth6vd`rfCx~;p4{=v0(mp5$87$h*hcmY z)KE$|vu71mOrRaMCfMOr6laZf$AFu~#9^IIf)x|{`+t3H1Gn^aJ_9b4`Z@Pl93>&)V_7^4E!c4BPUINBp|u^X4QFFWvOH3t;=GK)cK(r2MOBuXVyvu5onUmnpnQnzo1 zVXJs3leEq5q$RKIbLi`&8!&fksFZ4n3Y#Uv}OV5lP)7%0Gy zK^)$uho^rri#_Wze;V~Yw6@SF!e}@Bl~HCPMSjfP0@1@l_|&%oFRE(@m?425ncY|u z{BC5;xwtl$16OXOJ}EVoj>}VJE_Q1O8SYG7FIcYq|5lRYnhpmrU%hOAVpGgnDKXh? z&wrz0TT!gt_zegFhNoaMz&M*x0lC=kwrd-YYje`4BUX+3tyn9NcAnEK8QLK(DY<7o z$9`w7l_w`;*A=LM<&x;*GZkbjXhB^uyjK9W^>Zwd2#___JvIwBQ z7TB;N`We#`l;77^k|qO=>jPf~zk;w2{1e)ew2xar&mVHCd*D@^pLz!s6?fU|?#H{Q zEqV?(ygKx+Q!cQjKc@6%xZDTFb8xLDeBC0+TA4RFe;&NJ5 zwKUeNv%iRt3Hx~e%7j^OQG)&d^>=^z(q9AxcR~{5+B;hxzO$ZZjo2`|JXj?*Ie8_E zPU3V$I!u6GO+rE<6|rRSw}bw!cVBL2xhgX)OI=o0gtyPxIqBg7=-2n1O0+x@yncK= zxpwh!z7u#Dp&=OFed5BTwE1rM^$KV{MWrS23d6OU!5Z{U$FJ)|ccfy{Zr?E2Ia>}M z0@i>}B8vRaYbb`VqYH|STB+;L8m|?`rgsOIe$rBAsj)^^$j6RE9u7PNXsct~Z4>f? zI1J4a^sM_M*5eA7XEXRaK(g^-H^sriUvk>8$&Y8xQDlKyuzE$T_#l4&)uPz4**wpo z9%01OW`6vf5YS0%znnn8U~p{t1p{ri;N%Re>;YwknB7t+yJ#e&&&LU0jvZl?4Z8nx zhsPb?(yP#8FQk}!-45iP^;3;E*H6hW7WIM?y%t713_9@taU_Y6v0uBsMFnIguEPz# zvsM~Scn{c$y*lv)or5u$IqlH7_6oi%V^)8J;QGa)Pa5#5^IHP(qGS}Cc@ucjzzx*4 zSI-1Gi(;q4FT3cg0)-nGUDJvS>H2N*bCWy;ty}b)59M{Q{LHE(yQh#h@_nv-HzkE`_IZ|g#Ef* zO}LFRgzREf>_}Qqu+L6MG9LE-YvYGCWVdNYAuSAN$MJrc;R1g2eOXwF$z+Kuq!hrY zLay~KjB$DC@3^;RDD(MeheSx(HRX%V zB_tBJ3$F^0$lkY7v)onk;_x!F_7MYOUJbIR9OF(q#Hi4ey$biV&;8}Lwj{nj^-VdY z?2>%X0?9KiqKXVBI1RE*(+P8z#^{XFJsae%wYN}iurLEl21RLve~<9zm;p{^Q85}kE2OM zJnZ}Vdx(Q-b@jgo@ms{evBoW}U-UDGr-|}Y%0WN&?p~MEaqay4dysih%nrhKhsxoVgI$TD3Z3DCe`ubVt>#|0Y=6tAI?wRz^c`{JNM_d*_ZbG%$ z3Ve`ZK7@kzXf_b&Kpz00PD=5uh=}l{^Wu;FlrOK{D|crWJY!%`1iYMrEG*H#4`(~4 z>#-JT`YJF}Ex+O@)_hEDy8lO{thO_6?+dU(fxN2{CQz=S@#A9g^tu)G=oH1F?SquI-*-!^VUheghtU_ryzR4G>mVTIn8KY8wbo>gv89+a>c2D4=reQ#%?JnXuXb-BtCcs7-4EF zayP0T)|S>SFH(0a=sdUv!~%sIo?nEWX1^!Aj@(6+gF!F>FM=nuIbb8OKk96k@cOiG zTFiW(6Ol8`S|Q-EHoGku{=FDn#zPXp9NctB)>QZFWw$Cy=(_4!*K`vDf#LZeN2S5u zjv(iLp6>m~ja=2Y zrfw#RD2#feD2K;3Ez^FGJ`)fa-2VAd!s);4zMs9g3;9QUTT;@qI$o>Dw4yILJiItX zS89wTIv5qR3_p^X*DVMvSEfk;3{%Qj?%7Y>Y7~0>C-)49jQ_xAee8i@FR{@qhXL zGwOubiGRe^zi!&r{{7J*0b!8`57r)Uvj)-wM>u&@j7c_8r@sU|R1w++0{(d4xEP^xt%KBR6}i z#GWg*i^I$g?EIB3_$q%+QG+&x)z_!NxW@W0`wFAFx~=~PO0e`Qok^=RzI`(htQ!49 z%^5FV1l%;Z5D64z*)y)$uYbP2;ADv0v1)Bh@4`!+X`|LpyO4g}CGnz_u?{|k!n3$~SA}IjwNq;PX`5}h5ke(@wjRq`#Q$GxbwIV7^jJF1F zq-1=ZZf(tc{f?(ss>5DNQL*~*dX+H#wXQA^j`u@XU_M&Y0jnRo#N}+8kpWR$sso@I zECsje9I&<#w0D?4?SH%>W`FGD_WWd|FBEn+%)oE`?U#>`yI4_-uK$OwFOP@1d&8ze zB~-#wvh=hlYb6O;(jsKdk}Z{eooq80gBB^W6(W1~J?mf$MN;;CnK3hjY_nKr${5}= z)bo4)c;ETAKEB^MbIyJ4`?|0Dx}MHaaU`VthDln&+N)q1lTOiCLlwY(qKl<%+G>Ae z5Qeq{S!oTkL0iLYBZ$vyD{L5>M_FJ>{Ry>Q<{djX5xs*Gv8>uD!L;;L&J7M#H(EVn zVj)1I`%m-gxk?8<=OWxLM%O5HuUUe!mI2@u4g+D#xR``%3EOu<(;W|=GW?bGTkW(O zy^f6=xlN>E1hY%M9y7d#>TFz5siqGFK|O6veshDnF-m3%D6q7)XbRk)-9;LbM%@7f zI?|scY}G9yqHm>J8yK)JRX4xTL=tp&%AOb?s(cV7(<9sl1W`tTIFgCIVGd|$qQQyr zX}oaMre1Y>k)OZg3cU=91tJgilQ&?mJ!Yy~F3}`SW)-+lU~3 z82G4zxwsPwfk19*xo;Vq&zH-FI5!hdFn0_F%dNAeT9LlUOvCNV;5m{>d1)X-+!4v| zJ(`IcB+S09~UFwOa`|(~Ok!+uv!`dhXTS%mEZkL$ffD{nQO|3kuA#?_5pkF1jgigyDA-{mL1n z4r8S%)^y&paS>;t1^|AyZ~hsUOBcy21Tde8|4a&qIo2eQR4iUW^V~V22hAFMzYDCr%2k=*%E5-2%WtmTVg!Y6sv-ir zW_Ft&E&7daqY!*21c4#h>I-afDTlP5TFmP|!ar)ymwmH<*!xTxll8I<*pe5l})^@e{*R0tR!@w?7kU>+?u<3wdSJs=%`Q0!=UFz^&FynV%_Cy`S;N|}~IOt(P! zg!{wya%EJv?6w)4nfj!Ow`Jjk|IWwwOs> zf;->~Z~q-g7Tq;C#Ef2~vC*Y!Fvl*BJM~`&C~(iCnz+%*+z^ZrM$B%F`R__; zMp-BSj1?bz7^j}!4 zb6UQX|Doguf_|$C0|m1Y>+QusOMzPv-V?uzg}1jb3&m#U(|v@o{{&n9sP)K1G8k9{ z;P;Cgo4>c^8I+HM$O+d@SAGuSguOgyKFfc>*Ik6yycq3ndCCb=F|_hFrmn^#2qMzu zfPiO#R805kihLls_-7#WC0ecN;a+DS^2kQ!e+sq};@!M7xR}WiVnBUJd zV{6=3O*Lil{olRY8AB z{1a+oIvO~vWy!}N&9xpo`8|v19XWZR`l;q1vD5BieB|vZawd@F0<+XoQ5soM`ltT;zU*De%)`O`yE`alI7C28`(533qN`TJUUQvq$XyEf zIT#oi%oqNN%G>X~V*2-MtF?lZEMsAdwjSRK30&6c>_{4&3j}@Z%%LAzhLfa>}O zAgz}Ezu+8&t&j68DJ#ehFi%|e1eg~2sQp486 zs^dl_!i)y>`O443O*~Dsjj6yP1CsaWeq*s(VJ0tu1bJX&I&WBm>i`CwOsO3go{}|{ zO~y|G?@pD#qBi^g=f})`KaUC-K|G=AhmP(@&)HF*k35e)zP)dQZx4e(M5d*!krk6d z29g!B6AZa$%#>&`p^WSqHu;h*)e?$J2474>mgfPztHCYk?bIImce(E;%+M5g`LR)8CEpzu;ZVzsFr4oowY8h&24BD z`*H@r+|GH1{|y)RwB!ANI_%N>h6V=7&@juwJ?3j9*B}$Q1DrPCgrpOVbH9GnzWa8E zBQH=cfE!vGev91cW!I@1;Bsr~YBbibS|RGD0|5x|FW(<>Z1DX@PpClq4M`yTVu8^b zU^eyrOS{S}zI$BeljhNbqr*Vw3S@SWIO=lUa`X$Z&G7$w=aF{ZE-K#tsxTA10@ZA` zSPrbVu^e-eFJ1t^#BKB|Vy89!n@Luax#DLCTE=q&`Ji#Ka+j0;_B(6oo7+Pvph%el zHMBm!6|@Sp!N6YD{IP{f13|Q^HV}IYxD%isrF!1uf%Z$BX^JvXZO&`m;gDv)KBsfm zgA@xCHFI;ydJAMuGTAdoj})i{d_JWRx`0ac-!T?_4u-u~>`iOYWn~PvVskoRf@R*? zxm49`UyMr3i`OGfveCfhkuHl8wZ!QQtuoWeznfswE?~%)OHZWaq(h`{VNDP)dtLo} zPQ(Z}3B5B(g9H71^k?XTi+-CZb4u)g-}~jjpr)Rxlp6sEIs@M<_j7IV(cd{nh=M-!en_bgK32cCJ0!O-}aAW$OORCo}+rPNjU~AVL1qoF`5FVK6+;t^2B&Qld}{(pMmC02=h) znuraeN;|m=%VQO56wzgUEveB2SehZ1*KL%9`__rHN)kETw<>eSo5|3@$WIS(q>V%R8mcQ%KS ziAB!)ukX`^+NDoL317j0oL;J%zB5XtW{OyE(sKb)oXkuTzI#3gFv7dZh#{<^qRe4F zzQMzhLE~>YRuef@GjD7By;1i9?;&Oe*N$aoa68TS;vece_u;A=mkyVdF@`5ifmm$B z50pX@W)p;!ZUK>f(7=raW};5D{ju@UIWir;cMa~8EoxEp(LvP}-GVI)r}auIZ4p4- zaiiU*3yeSFx~w;RzelYxXAswS|CMY|{?>JkX;$~Aoem&d(EYmp;`w$GsYWoy=@%>K z(i}~fq)At+?t%bKQ-MrSQ}UT2SZ=D(JFJ#h`+*J!3u7D#d-E5@#y*Rf#(|6haCpLnGUVfkn{; zxQ{cYs~cx?wSx)-XpMP3p+ouUm7m~|SszN8;L;~$&)uE8*gCg-=$%V%!p%0F@5Vvb z|5jNX$FH6RBUeTSz1x{w)v%VVgZb$fJH^JVVA1kOS(pt5feFFrnWPY70`LAXtT!I1 zcw1pnP_a{et{Q{3$U?I~zzB9R@b7`E%cwQ;pXPHSnR6~wHoECXdbbK0x^GF8Gb40h zM?6+VANt86ANQ055bo96jdT0v@M@^4tePz0xjzcH=%~M$lz>?k6{K_A$7g*l3P*q! zykS7VPR+bp0tg#3xk~MSB`h1A3KV^{ zjg3L)>j@Q1qDt3@?tpIop~m(|aS|#F##Hc=^Lt;1a{zDyI9YMW-xUGnF!k)epndS) zR};G=rwLf13&VgUIR2TrpGHS_T6qV}fzs2qrBN&gaL4;j)auT~6x{G%?ik$G&b&RFLzVE<58+wa+S&KIm{^?X(@UT?mbam=olWh- z^a;D7nC~w@`7}t_TJ0l^AGtotr9vE? zXQ}@@9o?xvSp3=loTP&uRALNJm)_6W-53#qqfuaPIJ3q4+brO0Xx_MHr0BG*9pN-~ zW$W_k)6AA?HPz3JBa-`@{T*_l&~Qa z#b$Cemy#In_J}fM3J|=MIxc8_Y{F4YDn)tF0$j4hngHsgBqpcBndu@$E7*Z$4#g*{! zX)Y}>?f(`hb^sedK?hQ-^w#4S)ayu>&nYWA%53XM7ywv}iOySO1AvZijSokb)iOAy z@YojYu-91!*0O+yIOrXNg#w>h?B6lAmwS<_8y}7Co&>g;z;Y%XRkpaEehu`or9TSu zo&=5*kLiiB?$(^2DFhiI<@qMSQZaNbx@7aU_Bz=lczL-U@FFecnCqV|Q|Oe}i+_U# z=N~sDpJK!BCu!gIuTb8-`4{J3xWGIkvxQ95 zqtN#q(vbeS{2AbP!cg6@HAlc@Tu>SH{h!R51e3zS^pC8~M}+v^pMDKA^^3C{vUAI`?B)A&af-USjf}hV zh(L|Uq_W%xhm`gsEkv0Xn@Bxpcd9C6VhzxoMlR$x+*kCv)z%4yexrYO^N?Mb8+Mlg z5YI=Prq^ds(YdsOoU$A&;_HnTU`ziGkQ)W*WA^E+wQoDLPL}lwWH^2(jquy6eG*s; zM@t{~d{`QJ&hqb$fB0Rzm?;&v9&?ghyAg2iLZ%`pP=GoFO1PvVE#EsXd1M3=qxe=jhugYHGK`n(@kzI~Ei2W?n2VNC?W@D>D zT)-q@;7==|?)?V>yzugH`0an{n8kh`|lSTQiv$ixx?2`Z*bXk{>`F!jBp z38=D_1aa2TBbm`@&oisptDZk^Yv(b%JLkat@OXYaUY`zP2|n!M&Xe}4D9P9m1Max* z*S-n+FOEVbv+f&Bkxh+i041QS5%Dm?dt9xRVeg;~^dQU146UrNnt9lD#E@Kcj6vfTK<>tSe#9J=LL==U$Z85iP26l;9vu~gB3Uef+N7Y!~$OVX# z0Kf!X6yS;i7X?TUzuHHxy}+~r&LODrqF(RxNm;C5Ow!KrcSL0o+nd~yQ>lrufP=N4 z^G|-FHsa*GOn|sUkrysd2;^^voVGTpbS_ z{JvK%4*X91F!0Mr=iB>nuBxc6e~L#OrRh6ydG$2F_UZsPoT(h<-_61BTS!|A(QW`T z&igr&=XS2khq*op%8Hnfo^I|m5oK|Z{{^Z7dy&bnnq@OruK!r*URNFVVD8zKB@i0! z`_-Qw2>dXABWg7%C7A>q+5~~qfI-7_D0nmQ=@Hu|34ZAk8|WEJrxY_%ON3y>U+p4* zM)sQDe_!=g6fADo#W`!r77Reh!Ml#|X~JpMgw|h6Ku*lN;ZF3LLs5_o0=xZSFVK}Y zeCU@U-_rnQP}>&Tz$(XnxCDqlkaUDPbr0lE;>a>#1NecAiLa`&He0_EU~!FXQIb6; zm2FH`)~bcdD`r`> z7TH8-s17OFji) zWN=$*MLRpYZ?1ncY+>diwCIxU?N$W1&>HY-E{r6net&l&c*5RNiWTVJGIL`<nX_R4pw1uV{Q; z48~qAL*lixEUSD9>wroLXCshdbLjX-z=U!e5dLgJ2S#SaKht+Dt^8!8Fq8ds2(Y&5 z0RvR{@Q-j^3R92?Nv|v*X0k^v-+xf`0Pg?DpBW~Cx6;t`U`Sy-O?7h(4|Q$Tb#;)r zC~AA~R`9{YhwcAi+iwS>cwqZ*h8R2+hxLThArPl0A2miL)HLrsIavN3->&;e=@qSd ztCVoa@KkHLoyHrx-zz_T?!So?PFcA!($}j%n4vKTGpP*YJNIW$Wt^_j%Z&ET%vacR>wn(lOjXnD78O?ahIp7h26GtwF3*3 z2sIV04Ak0yg%2f;2BrIC%Vl>3QmhcAgq3ssoH+}v6@f((U#&BEmsWFf*H+|%O5#pS zC=X`-vPpT0l@!i+u9d?dBIgXeoF~2v$PevQ$tNZ;WQd-pwkrxxSgnT=;kP zE#=HRwRqX|u1o(ui0nCOO&iazS2Cz&wKgZqo&N# zwU}dAdBh1d|J9k{_d9KEc3orbOKaNWrfIa>cejkjNRf!YH;oF@DLY0Zt2fh%Z%ik! z0Z@`8itbxV>Lic&OjCzUOhp6fP*bLMrbV8zRHtzZ<41V&@+5dy(L3D3LPI~xJ9YCA zdM(0f;!et-5ufpvJ$33iruY#&K=R!<^E8|psQr2SAb?T&$qakTu@+$dTft1Fz z&WeVkJq>~ME=Uw7GU(yD!0O~mAaSlDWISzj^>stptf20--LwvbNYIbT^~G=z#S^}( zQafQ@wC!FE8g;jh74bb)nJJp3qtiNM_88H21RxT_lYotzb;=23QN9QYz6+TMlvh_( zY+u^WU?peW0S}!y=a)`#a&qhK%2Z0xBJsPHy5?P-aQk}pYySS9B?GB%-|)sZY+vcY zcstn&9hqeEk;6*pS?`&lE{WtI!tZO?&=k{u-pYQhU>vPeX)_^GSP zH2nopW@V|AcftXS_gZ`)z~$iq+#;#40L3;aRp~xB#!T(KN{i#nEwV@Mnc4x1)W@yu-e-eaBK{G5G^3(y-*d!~IYDOqu(U zrH9V{+9LgT=8V$rQ7KVU=PvT+WujQ>;MBFZa-x30AFes+=mIOg?G;x~1-6o%#N@puUScSOOl!mCjZTxr>qREAX}Dg0u%H|;6P z=QBgVcgU>jS82+U+;q-Q_SKaW7nzlU=>A;G>T}R0DY+AIP6z@gRffxcn_NDzB~#Gc%K<;&gvknW?hK={J>bpS^w`6h`C?^=LX?!~*2sG6YRge;qf;2` zTIVPS4)Tn_7gFu{%2Ws?AJd69$rHV~;>Tie9mN&Er+ zL7~`V(y~3{dS9JSNgIVfy0lPfNagfR@w3rkVV1_&m6hgYW|$t|6Rvc;Kw-+r3Hbm; zGa3>5SL}4_zAB5B>I}2%QH7Wt!7!G04wqFYSAO;1RTb)4=o0a0xW)a?Tz+Iw`g$-P zOH1uK=5G>8dPlY@0KJgzNrTbMOYkqmV5%L$lVhy2KPfE|5b|xbGllQbgEy;|th>4$ z*^bwv{Z|U#%X)Tsl)@jjbBdQrz{oSX(+eLi2%LNWACA-sWZ>Ot+_^{x*0pvSSO^wv z=7=C`got7=Szm8~coi1@_AqZ01b}A2-)!OvsYXPP0w%_Gn-P=liaeY7Ex*q_gV|iP z7u)HH%sw@C5AvcVsVw}AN)_pGA&s@OWlHxDOgC{Ay%0gsw_*XOmZefD3e30Lr4AkJ7I9#jREPl)li! zZKzU%fncfKoyQer#~DZLk2rq`K7{e{em7&;|DuoUy}_mH=xNpan>@I+O{-LW6f6Np zM)IJLwCtnSeL-l3HITEqdtLh(@L$YRk!N^?ne4>QbP-1ClihG#>!K2Irjq_QxnV#-L&@=}JH?glpWULTA!xK!1^oB~|2fHWG z!hr_HHz;tLeN|4mY~%G+k%?YYRJXqu3*+W>uV>KXqZ!L}o?vYHti0UtzM$MQSyV^3 zVEg6utEma{Wfr9nLZD4Pg{lZI5u<~hl|qVhBUS~|y9vK)H!F#HDi5Ja28$apGcNaj zo@YSkAgHlhP_1g|V_q?-m|wBE>&i@|t|zzi|GFYI!Bx%S1_x3JH8rOLCT#NdnCA>6j)=P$#EF}V=+6%p*{iJ%WBXCZ9z$Z z)9F$g_v0UC=G)^CHyrN*!iLyL1M(3hlweWUE?yBOas{71;2u}^PYtu01XC`VGL66N z#Kzo*BhjNiggLf;pQVKGl!9?TCqGt5|9)Oy!S@Q47Kmf-r?G*s7WdpBQmK+f+_Ews zT-Vi_1ZEoHHAPA_y08Y1+}uYfMp0uDO$h;AcSzY1__~XX=fg2-oi~hiKjAL2LWqIQ z=ez}qXBwE9P!A7?AmYGY;KN-Pi$dN9$mlx6@1US9`gVw`cJo)j+PmE?Uh&0FxOI_m z5)`P41+kqLJjL3k)#mA*LjP`->T`KnHCpCJFfvmE+ zu+~)sK4%$h5kRNYU19ndQPVucxTg4RnQ=HX6$aP=?Q*R9>|=E2d!*~uMTg&ON{vHE zhd>KhGE775nv=xqpKiB*M!Tmqm+2$nKUGjeZfpm`E`|qS;s)b?A5s6<lo_m=5mD0!q~(N)zLyWv}<(?`TEmPvqg&6qu!UnN(XmEL_`!2 zC10_!oG|J)%6##H9k>}*EIjBDMz*B*u1O%j#@|YFOKL07syekt?9M)x+2oK;se|RE z&S}u&xQx?E@mH*0wmY|3c8d+L`@~j9th>9pkrpdj+$EgFHyVa?br0M=Hg2R}`3WV3 zrvZp(U+O0f&}SRCYluL{5*?lffB1Lqjdqs#FmodW=kYurz8t#sNlZ?~_n9&2X}0ks z#?v>vS_t>kGC;}TLYPOv%8qT(d`xNSr}D>z^TOE^|b|5 zRYZOL)#(|S4Dog3pxp4>3}n+1Lh{q@M*L7C_Ay5^6}kyMA7BtXY78uTS@ z=xEG@VM-S?A68KjE(F@+Jg1`GcIB@fHj<-`{{=IguOaqU@uF!6i+ z%y4y7H9M`MWj&Gq-A~DUkNj40YmWaA+ls?A!UI;Qh2qMP#l$>FI@Ks?3x4xGcOMcc zKwKxKr#AJ)5PRIESVwDyO5CM*-vZB+y>xEFXruHGQ~&av;SzljW{F$Bm z-U$Ps@Kc(+8OMwNIllTiHJJXynb4T)_{S{o-`jUx-g3(eL7RwVeYi~_gzuT-qX|Dw zB0Q9e9(@%bI}$s&d+|PP^3hY%Z7!Nx_h99KV-O>d}*vpK@tl-YL^mK{Ttk`OtVL{3k^@KfP}rvbF`*?HPcMha~Fw1M6|AKa9UXRSjTVO zv{s%h45Up6g~`A2c!eW77+Usu7*AaJ1GXLW>lAYriqQIJo>a(EIIH4`zfBq zF_0P?RsN6^Wj<{6kq?wJ_{u|S&c!(S_yxz6-t^~c8)fHffPR&_zoF}!yQ~fQ#ozb! zq9AToSs#Nq>GI_*X|Xl2x`m$r%j0=fH_O5KZtlXDg6`DBUR=H^D{#?#xE6YX(E5E& z47T9)y`lMD9QDVGM-Cs|&)a@+aJ;>IP;4MIDZ0H#m-zxLEUXC%-u9o|LT$NwU6A!T z3bf8%6dk`-wAEtK*pr)!FwftYFVs+iIPC-TStdI=I?a|V!u6^BV{3ux#Q^N{QdN~w zJ&SdvzCU;2eRmQ_OVl4Mj(=9%+E{_31XVIGKVq%kA8@c%-tj^yXz(-Q;lQb_^N}Bo$(E8H030&b9XS*~ZicF;kPe zTMiD{4t_Zi6}&u0UmXQtmXZCV99b?4Q`VcDaac_@K|YA}I;q0WYEE$`e0jX+bC*{$ z=TrLVVaYWShG~gsw<0}}G}EoswroZuoRm;#&)=)*SV6mV>2~+klW{^yNU!Ajt8<{= za*FUTr&^;e^z^GPU4=3=W;NFz(eqVYf=8 zzeYB#s)Il@BMHc*Vyio{*}>nc9DDywYlY!_-u>)I>@Rkk8f`h5e4aBvrrtT@%m!tT zp5wZH=LvKXD34~^)Ro; zb{sy`_mR7TE=XNa!Cp>0ny96HYH=3}p2%6Cqfm|XETx(deV&r=nfZKPL_}q7J>e~w z66i0A_$HL`NE_4Z@>CJn_bK!i0u8i24L!=XE(2H> z=tsn2JYx2yTZ>Rad0Xi$2hC>u?T>WLE|mpp5R-eBe@q8II5`nX=!4GIRp^#l30H}}EcAY3)S;OfuPeCuDV%D^QgU#Q#2YG0fB zDyF=k$W%|w8Ag0=-^U0oWY-yoefzN$x%0e}XJ|xHrgAGC#P}A(X0~znH>ry{4 zDCe&rK7QCHKdqk=9KB~~{9*SXM`Y4^tJI0hpA~8?hOcsJ5`uXK9+ zP^==-gn^d7b!C?t#KqD5al=8>ZW6TxE!O{mt*s%MKTE*TaY&!5^LW9D#Ouk?RS}9v zt*|qO1+OhsC0E_T*ZK*00kBzgruZUBgG4(6yvozk@ORNwTR}G0U_r*?#cvvnhg&az zd5vd0T69GPg52YD?}cK+V{Dlq`)v9uUQ5XznLJL%R}o9njb0&bY&a{i7bRW(Y5lsh zK8L=RsKP7mM5~H%UHv|@l-j0@!@Ns@FJA^Y&)z+d(eLXg5|@`Ys}OrAU#= z>`^J<{h))AdLD&tYL?TT-I6ZS5MQ=c`-|S;4r|xd5A00o> zNr#!RshDpP*gt^rq}dZrdSWwmo}QrYT3zkhk|rgb8Y9v!8?wJ;ahKiiuxAbNMK@Yn z=Du(xiIwHwcS3i~rq3!l*gk{0J9*cJT`U;$Ah&PYnxd~ivg8W z4H@3ok<_X(Z<}1K%T_Y%6OJmE>3D0LF3uTXo#BnkT3BtRZO)Ea*Vt#2sQ&iv6j5%( zVt<3eaWH;astch+peE+08C+s=cGY5?o!mTf-jq1!d6Glx6yr(l;(Jkrdy{^R_)cg4 z^xH-0asz7>dz$6OMNXf4pPGg2k=TN-1<~YwybKN$QJp&9Ny8_ivwoeLsc0tb4dApk z|An*W^QCWaPP05Ge+<0m_>DiP?{Hs$I)&7{NTnR&dY_aXDiRMREfdZtVfoy{|L&sI#r!-F&oJjOH-= z>iS6^jn!#^#v+Yj)p^^!MUEkzo13F^X~ut+QQ@9f&(UI7-p^>Sm~#2iklr`*haHyU z6JzK0p-{~fV7h4p=jd^9KIU@u8Wbf}BCeA0Si_Xqz7pMWA{EdLcz%wHa0YSQ{fHDO zI-lEli+)M*rC|Rl9fa_0okXZT55bBcj6kD3 zC<)lv*5H`xG6%Oi+){zN!dkpE&E_+47+U|c!u@j%TOii@GWjB7J;fR>+*rLL z=OFmRQUGB`mr#l77V&H7<5fyjQG8B(PZjyOb&V;It4k=39$wq3yT5(p2yXtLy>nCO z4i$;~s%JMpox8Zc-Zi`i5UVT0Z%BSNH+7{%MMy1C%<}Lc8^F~8fl;wo(roUvO63E4 zm|4x((-|KfA7@7={j;@&BXzl*9-+!B{mW5>RADJT7uFlxoO17mV%PUzc!q_z=TxME zi6tHGNUDlJ+cjlSWfy`=V{P=@Xx9%4?bEGq@K8K9bmF?gw+z&L(n3nxK2o7r&FFVd z*djCRLCbUGcP~mwZM$J0*CB5c=k_CcX0MfXgZtp@fPGYg&@uun;-0rDlOCZMQiA+H zvd2d~rZsED6f&qWqbE~F={sxO0~__}4RYIf*Iie8at6BozFn_wOl;hJ@cZt4H8S|B zdrDE{)vMK(Jx8y1En)+I_9W_F8M7MqYK;-<^0~%Y2y0oNB89yz(TA+BR_ZAwmTUzq zs45$e5OB1T3g3#gw1A&)TZ=1(YpiKlzsAA(-jySyD=T|h)I{t!BriYeRws!FulLBV z>A?WEA^&`4&%SpSa+WY-8BWINtSZWfEI+hoT0Kv7D5%gJ+u-R2^{mz#$GJ=83CtNg zv)&jI6@^2}&eK!Fl)K;#XE~PdJ;vqi_6i*(4Y40QQC`CVRoH@*D{dxN#jFUi5pYj_ z>GSMehy(>}+)%utwgv!_6c03@b}vyW2MewV0I#zj`vA#z%dM{;6z$2$(cWOUiaL*W z-1O=6(M>=z+&)H{lK%a`hH*RBcJ@c|f$ddPJMx<bbV6@w6+sIHC}jb57?dXdBqa5DMl=*D3gizBJ8Ow|n}Aesma(L#lTvDcH8| z!DqlI=j)Zpnm%1aCQOmp2tfu?Q`;*9>*eLs1oFJS^Mo{^h4W0QiCH(O%2)fQ3Jcnu z>%b<)BaCfCtyTXcYqZy`j^2T%`E5E}O;4CTR`5}uH-&6zt=#JDUu~LWtwMU;At2UJ zt;UL5O{;)0{-NvMtr>~jpqq_>GsCGqX?|2$fBIdB(r~-dayv3;ZqEdccx;N~K)~Cn zHp07LYr}j&KFeA^BXE!_bOv65u<((w*~VD!@Ja&^{F-b7`H08MJ!#47nlp6`j03b% zG(llzSY?*X4V3<>7Aob_{3`-4EogKVh3ybn*IAVAl{q<^#1{2@?TgU8U7RZ*R$TB= z$nk5-SD%F{{s1oyhUBmNhE_ikxxaD$OZwnoXOqosB=R_iy<9CI?;hL5!Y0>ni`S20 z-@fs(tb)-K^Cj7D$k6+&42^&AI>Lg=xcJ~aYuuGsI1fdZao01Te8tQLgl5+PgGHRs z%Tnhe!>o_pZVPErCN3w zW*9e~{OTGd^delyUY_dqAk%&SJ1Vhm;RmYn!Pu^DIq#&0jK5v7wBfDAF%iXK4C>M6 zRgvVC-Hh=y5#OQFZl}Z(oB^oaYf$vcXlM8Qf=m!jOwYDE$mJ*Uh^A!L=5YIFfpr%n zJDzC%!zhVxui5~Jn05VDRnm|@?~@KN{`?h<)Kbn{R^wAg)&-dqjvF5V06g=+bMT3A zphO9~=aW9}A<37CsR_cXDi}6BrSa8r2MW zhz|&z(p`0hXr<4z)oWeXtn~_dcFiLA@54AoN!2w4HLcGAcOjw#-za?Hb(Cp4%Pi~u zeTAq+BYu+5<<{N|`rCK$Gm=7O-P%e|rnnoBJk1u4=VEt%t!v-)yLv?PY)~UFxd(32 z$5L#SnyqZXe%5SvY?fq;#OTrJpYd-%V}$3}k*^}VUXDM=WH?YbrHZAx9Fph_Uf7`@ zwUD4tGHW)q*0EHoMA9U{vc95=-(se=)P{zm=s=gT{7FZ@yOTx|KAW=~G^gTSTVc@8 zeMpcpI?gTIw~|2{ucUVAV*?3 zwfvj(l=(lcN{jBu%j-Sr@)?gZT}k6({FI(Xt4}^0cpM*r^ho-%u&CzQ(y)#_Y>zxlSwF1csWjPI8|_u{Oy;5U11593$B zutm%AE!y|Xx$pZ>ViMX%_wDu`++Y=t>NM2OF5F+wHud}Xt-RW21U#!}5Dm-G4)<&< zMEDYTRue{cMT-b~>O?%a2CHCvqw*H~a1pD*Wxy%m9}IG*+bk(cMqC#NpW?_Juk7mNIi`6YEj0O9997d z9QtuHXB~CP1yM4Mt-2%eb2LU!xAxjr{YDzDPTFx;O1P2g;Sl}lq=?E7Gsv(RXnFKb zxJU}D0=7cWXmb~NsQdZ1Yk*Z1ym#XGSX_}O_o8IS5HEj^$~oGpnWy<7UocU3h&s>* z??GBCY2(%EKO|puX%65kAZggO2qh@j$=YU&VhkP3fK{CXnvqo7OeQbF?>pbu&)r}j zw+3yNyGJoXjz~H+M9E09!(q2a{ch4x&7&uYi*9KIW94UQ#>j?FfD{tmM5#NtyIdD|oBK9qn7Y0LVRg(vR}I;(xbtVLJ>;MMJ}yH~vadwKuV zikcM}aK$+e_gabPi+hCGkJbh%Ii#h$DSqY0>!Y=K?wS$|;`hGMa$SHCxJgNAQUIMi z#o>Q>Cl4FP8f3}7NS?4wdO9)x%2cVnx*1#PO1MZW#ZZ#FE7Cf5ZJLzfy543`7Sc?E zfG>z0|CqU1xgp4vmW(us(wwjFNF~g_eq1T4=@2gP)?8uQkh{}hrphE^yyv|6}0Nttr9S|po)XxtUTh$GV^(E7>XqT~lx+>%<*+(8u6Vr4BG?6UXJTT+jA$beMM^Dbfe&Hfd5LJ~lr|yrPfX*~v zlGB1{y*L$Pa}v4(@5QpGYx9M;pm<74B-ch~Wgp1((2?CfEI7Ng1(WFJ7QE}jJGN^) zgU6TmRniN`k4c(D;EpaX8>B0%N~JZP6Wvp!I18Z2uD(NsqMOSWBlACq>$=wQ_}FUF3=*&<^hOGOndZ|+{8Wqv}@RRoH91@4`7x1LtfOUIEd z2B-AP7Vkg2l_A#SJ~#>#vec_pS)RZtxGPdY5*AeJ&`0J~6k!Ulvl)8`uh-inbH)wn@`MYV(N@!;X`3_TJ)wDIY``mo5gdR zDB7%^YEq0q%&iNDDoahdW>CLBJ42g&nrpmX2U6bs@>ob#ML`@{yi#l?jc5iraf0#* zg#-9B9;CqTpra!67ogT`M;fb{R|%fsc+4@nG=LSs~sv?3CR&ckXGk3nl#?Ec%z*dEA_>yp+VX*DHKR?d& z&{gGqh)~6Qwuy#;aGadIxz+hC~ST%oX2W z>P;q9B{+yb@;>}=F|VttkyoAu_G5Tz?o`^3=Nd&?ORt_g5v!bDIVlGsf@~)?nD9^w z{YPCysyE0?S$#PtLf){wavQx@-CH4jPI|7!nF3e^mXaE`FI8R2&#L=!HwDa(|As>{ z4$=`&QwOAl;Orq%hI)D_d5FrEQMcv=tC?AF~ty+9C1dHYdlhZ}uGhwv0Gs!9(tV_IR(12RA9 z5`afK0H@;qt}r#gxMhP%5PxflAvmfJ&}^mh4-LLBcQ1xfGe=WYEQ3WKY-0>MH6__<&6Ep$IB zZgR9=+yVPT$gqNQp8N^rm2~;rKG8#mufs;(3Bkb3y>@|?y17s6F4-BG71aU}7P;pgm0A z2=wE?lP=3hMHP51?m-f1{a}qI%Js`1yhL3@;V_hwC$!Tk=4f;O&HqE!m&Zf3|Nl>` zN{g=0it1)xTBIUN+AN_g*+QkruB>5fC8Zn6R#^+l*s>1B%qU4KvYRo3BM~`}lp&AD`~$(do?lobx{K_iK4B(>3Hvex-8Lt*vh&3hJH(YdVU5l{zkS*=`uk z?}n{NP-Hk6b|if63ccw>F?_EysbcC3V1X~>Zt*+mM+cRa#v63_R{CGLMePo-8XEqt z%yR6%zw4}7XA`sud}N|lXyB0ic__2J*VFnnvU{tRZ&-7AzXVeOhqCH$$7kmHaFI?b z4YoZf7uqFonIqOnHR1}Dm9?Of%@-b9-73lCvOKqx-km@Fzp--#L&%TJUBy0%xr7Ql zm+mo}3#%T79~0}dt+)ypwdWT5&5jBm3g}kCyVHN8oG1#(v z#V~(>Y_9aC{=z|ixi@#L%-W@H#Kt}Gfl!2daI)&*)SCF6M*Ho^J^@ zZN!@;Z8j(Tnf_Ls8hM{*p5yMrRRo(;dv=_<+JUAtwcsmCn5< zMVFVT-Ci4!5DP{<+S3_~{Xaj!TWieHP`Cu%p8ILX4BthrGy8<^wu`nv9dPDGG0VdiZcMcsY8%j(SU37u;Jp^7Nw zOO@<qZ5@Gg&qQY9I2VAN=`@*zxw0mL^*o?Q6JSLOPVxhZ>XQ<3 z#tmDa71*s_f$+V{3k!>HxK3Lm%?AU=VU0A}R-g#hY}J;0`fFtz%g%V~iz`hm0RF~T zDH>nyikoPnN*nWN%Dc~m?NyAg!Y%iNfL?TjzOiC5b-=M?9Q)?ss@l-ZP&A@IHbwS{ zV=H@ck)&_%t?lwdy(qew!pQYU9>$1TKck_tO%g>#k_!K8)w>}tuDN=sy3nS&O}_Fm zv?kD7sfpoRw6nFrTF5mf3_x`6hG#Jq{qHS2|9)w$I$}-yLaQ7E z_>P{hp0npdJcU{g_Oc4=UM1a!LRu~RhGfl;Id0AqUg0-(G+=&ss1cQ}yba1&rJrC& z<3EZj&_bwikuzK!MNY^9CY_bG87ZS`|7admlQgFbWh!_6kD(D|BR#R%V0K{3pxy5W;QFFQmUSq zYpD^!3FpOerA2LPGd*E3^$R&Uo$w;P{mx;9b$R4rJ2`gZ>WBF7w$1@+tL*%{4@mr? z{b{^?)5RBG*oG{nNv>BL4GIzVY#%m@Ir<_0k?DnUwYd!CJ> z{`ky-5GE%tSfl;Q#1)guc-a%>>C4z;Fj=q)*N{%w;;F>(?T>eT2d^D1?MoI2E2SN6 z=J)T|LFw`w?!@^dY)~8e^wsjkW%g@;hA!%(uD|imIr)#JDeHzj>^a1}J)U)O-!{f1 zJfU2X^)0;qkKcuLb=Ao@}YJ-8HPCHp~eFfbvHR_gU%a?S9Iub{uP7jbeyBVKt@*k zd|!g6#ZjMCs4ko6RL9OF;yN*?hw4lX>7{(SKtj$9MCPwfwzY5!>6L-B7%oCcUAS?16~BW} z;^E^zWCl|F3xq$9EUQeY`W7SyMe0Q8;GmqFT2FpbJ6`M{(=lWcyEV4Yz{it|njrDa z_Kupx?t_0-%E(J#q3o;=B^NDwEj~?oo@z`!g2dpwr8c0F_ktVICKai}o(Ini3>BC+ zk@r5r>z@5R5pekpMi5(DjyIZk*logR$IT$sZ&nn+y4+%Q;yi_wqweV8zO1exd9H>` zwtAf2>2ubwlU8!5y(60D)xqTJAMy#uG(AfOAk3?U*RW=F8tr%Tf1DJw{vK z0qGFyg46D&@bbSaI?n5y^j5Af{NU0*>nGv)3K&fGVaaCBY0+VW2eQ&NWHgzv% zHAG)I*tgGSS3?8ny*ogAxPGMIF<3UIa9P!^RjrQw{kI>SFOX27!u}Ymo<;hzE}}mf z>2N}we3mHURPEW8X69ZP0=^L54kmR&9g1p#Pcbxpn?cH<;2l? zo9+2lJ}m#b3jq`Y`IO#iKj(>Ix;dJn|5#}sd0J;7KtQc|6erq|rBcq~%2q6_IX29} z^7*?S+~@z4!}aLfE^@#94zumL-fvKMv8?lY>)a8=+==QSRYTCMY7T{HQ$R zxr@?smn1DlZs7jRzdpg@s5!*&n|V$Xuj=!gyl&@@%dW@#SQs{{J{*)P3P-*nq} zc6b;K(cd8HbBDx8*E%Bk*lNYx%hl7+d^QDC$f1Z%^#uC>Co$rt@hG%SzCU(inTP26 z#CVF$>h<#oR)DZ34*JiKs@*44YA@b4FD;-~Wy>mj=|7!5SQylBy!TZ$O~r_`AS8md+k?50klR zL@cnn5I6cUCaiT7vxiCS{&e2jexzAcrePuyozrqtKpmQKJC{I{C@Ax()nW#UaM$KcaZQSXdpY>5SIB>wj_e#FjYxTYhd_ zmY7MGflOhM)7pG?qKtj1X&<*g~; zQJxNc)hu%OaM|j_=ey2&Ozk{mwx<0Zo%#^ni#>s%270h&J7uS+WDar0@CtSvE$=`c zp0vP00TKFmNba(y-)*N%e04M}bbMS3&ehoWzFQoyJ?{<(*mXs7N5{sb&mvUWLk-4EGTHtG87RzI$^4ZrWU(c~q? zC6nzUQ9SFfUq>i5MLE8gL!dU8Q?3{Ks6r|MZ+Q?_fR()^jTnFO!Aq6lK2)9O5cNq1LWNq6B*O|kUvt|#A zWpCABS&`2pFvs@x9t|ee?DETD@*)%BzIC8}X1!ArDcjCRSK@@(;ok4ZQV!!Um+_XT zZ9mAPd{I14tl*N)RJ2{IqomEc43z#Wm`mU1DBrAMpH@GJ&8he1Uq% z+=1)sghdom=Gx6y7o>OsX3f8`AKMGwtjWt&EYtz20tUAKW9d%45fEoKeq6TK-TQmL z&crJfB;vfU4uJ%4dB+2rlyb_fqa)J!&owo^)laZ3Uv_FW_buaKHM51dyWIs+PM`MH z`mOl{AjJmJUR<`6hrZdwQy%UBb(g6(lI<3TJ;ZM%H$hfj{pLU1D^YH5!*0^9;iLg! zzpFSe001Y{3w%@RImOg%nZ;DXa-2`zvYdrr0OjT$hW?%Wsb;w)Qp(z#l98r?G)vx2 zn4k3=_p%$0yro-T7-Xx{#qzY>}x0GP(mqNMFWzaM7#tKTbmJ#qsngi69xBbZ>_HBI68eMZQrYePThqj0Eo|2 z?XyRz=H9sBR2LGW?1m{C&LwrEIJTbdUAsc`1|%9AYPZu@URlQ2#IL;Vz~#FIB_@Vv zxd|wRWgHS2%l9!z-$4D5J zus?3*ID+tv^5|Oe-MizJR-lsY!F3?#sZ(_0BcET`hKD+y@A~*Pv925BU8p{J;}>^R z)foJj0R}2k+j*eX5fha?yDcR*_v5uOotAdyJ%2(eze-AUk)&mN#&1Kr;q znLVp)Q7$36S(ulALO)=${#fPO*G5M!`tWmCw8%A2WsltG8qZ3Vf}$`V>Cj(?jxY1@ z=^%M~*&F-IppIT>YRYl(xn0VU2j%x8?W*wU)g3WWr34K?wKo%s`?G(jhPR!2$J7 z@8uan)dt2HQdfcKi-g*lS>puUz#kud)(70Upubo8l2~-~wDX~B_uaZ5>0P~g)Muf( zj(jREy@Pa9k65}1y7p$UfIhFD``g#tjO+qJn(MuUl-VHU`TQ*c9UWOz(1JB; zFix>KqB1Cz^o+TUJ)TdTc=+xS@=2e#-V|XZWK1)#SGnX_0@Z2pD$z~PhgOog(l>4N z7J`NNr8yce+3wdF0AvBK1v8uin?DN#d=lshBYI0u_$B(a-hULcsIB#VTOJf0r*O(S zDyCjdYUamgHG50HU5`7=BD7&%=eh{8xO1@R!fc!oB^y{ON+Wq(TjpXP9btdCDdqyr`)XH8bQaU(*|OI1Q2t0r$Cg3oo*kTQ_;2&X}A z;;7JP$APKJl0yeVzxTy|*LlrOZI9d{utVSp!uMy0YHK5M0zMN{&XHhw;++|lD7bWV z3g^)kYm;%6z1H;CrOX*dtv%%MqLSD=hm=|8Do%eiE%zwRg2a6C<7(LTUpWbG*>vK7 z-@Xs~m<~SBR5L$5aTVSD)w%BnmuxdaU>pbjsV#Io%5Ho;JrA{CCY~$Z^7%8DXJ zMP|r8hU!vlU8U+@*Dj^Rd=1hq9C;HHSc0srkxyQ=PkM228O5*~ru(#%77ZX06HIn6 zagsb?Brv0?>)`t?qk>9m9$5K<=tUBU-jdV^z6-m2F)~}-1Jl>dgg)V$pKaC0jL~&# zi*l7pE<&=QL^=ZuK3=<|gI=NaybX7#XHjcbUJ*cj&q+HC8oah-d5)u0qaWF^9wk!u zzv&i`oc~WkUfuLz-rWAezkJj#1?42V6wOXig_IClyk7+i2<>6KF4+C-n!SpA-;h0X zCm1c5T9#Qzh8h9wYgW*4ud=)agwHNPG$fQ(E`-bTl)12Yb=A#^VIn>5!n7wQ>_X-d zkN1+YDJmJXgKN=WzPVSe`{2DJ;gCWn8rGxkQcECa-#|3^nFn@!x(-tF&9hxEHZ`@@ zx2Dj3ruW!GnIYj|-vEnl>Nc~y$^)uq*{qqkE zWX&)7DAbkpSQYT*^}}=IGcs~M({2-b&j13p!QniccF1`+n*C?Nt$X~d*;>~_=9u!a zQzVLzeGs3_D$!NQ-RQ&JFt{8Y>kDc%?OOmU z{^SQdz$Bsh2j~$fEPWswi~IK-sv*t_r;f#iUi%h!SmzDCJf|F%sSEP3g9ic_JC2NIGYq6 z9t+_QSXH=8%&FJU-)tRKTbG&&eLx*@$P$n zt;OvK*H&KM?s6H@+~erHJbnT?3K>OQEts6roU`PQ8lS#HQ2qRWO8~s5TC%g&Ljh0d z2GA93zdl_u_D)%^uude_*^J3cyD(p>9L{WSNpXZ!+ZI{aTM;g-@+lY(Gr+SW+QR1> zXAB$>ASVFt7$~#NSfKuufI2S@8hph$wPdfV%-k4}b8BpJ|GgFpwadiUUR2*Tr5e^7)s?U9F%1aQ>M{!$ zZ?Mp*IRwo`V%+JF9UzeysJDFO5>f|ua?WkVa@>G~ZGGy}8?C*)w`Pzgb7~(Xd@swk zdpqhwm&cy3VFi#EI7nQoMg!>A>(Zjqvn?J(3#S{9v5G&bO0D_ zu+9UyXzk6lCx%7gD(?m>H>IT~=C`3|u%$=`jIreI1E`>ftV(=yt>sC?u+_xjv`2qDXssVlJmdrf4q z2+D#_60%Z-CK7fR^_9H)6XV}|&m2IKp$6{s!NsvfvZn)83Z$4DNuS;;kNwiHN!(Ur zv1p#d$5yhU&j@%0=aJ57aZ6);YERXd1Qt~PB{F2bC&hA19!Wn^B3Xc1|ErCO7-%Sg z;Erk?6PZsR^V~BTtyVDB-mi~qlojLge^z05Ji>@>PF=2XiP8a?12@R_j`oJI+!siZ ziC;}1;#bE`Y~I0}d9$<|5i&yRWP%VC3M;J%RbH7yyA?Qh=|B3Jp41&zuOkd*q{94 z3TmGGs);^&YSCO|*gzbb%=z(nIbKFSQp+1l2vJHt8aj;0ru$9 z30kC}?|C~1M#nEkL)!G%TI~PAVH6TND%3UB|IBE%pcqq99RGeV()V*F5?N~jP4U7M z0DP({1`B1=PU1J)bPWN^bC75K??808%P~bpat246NYJrpA~lmzXj@VR`hbDZA2p*N zwIyi_6#HR!c0TH&3b{)Lf$ATZp`WHDyAKlke~$p5_oCQ|tH_fV=|Gd24|pK@3OyKV z5OE<{SDPJ$Xf(}jO^jV2>IT|D?g=|BbP}bcjgj2%e}^+XB8Ja_0|%grK6s%78aw*X zVwO0(+Yr#l_fq}g%sw+sEg%yi@-{lkCWyO(y!_JL<2QnL(pc5M3glJRzjlNbX?6N0 z4-9B>f3WYTrtKaUg3B=P{l3*tV5L6a4l+6CB67+?T^2x(bEDaXy!t1<8-5o-yRWFQ zXv#4X#4zTR*Bt(leAEcVnGY85XoR2aQXX1|HG*y1wO(Vc9&@v62$8a0IFfVi9c&u| z2Ua9jSLWXnpTlAyTcOTJJYaon&_EGNH}$#YdnVRsNj3Q%3LClad$l2c7wnPQ_Qp$msRCl)^8il}PeCLJPrU&z zNni=Gw<(#H(G|oKoxA>w48BZ3J9~Rq%7fp=dt;lIb?yZffbFr0I#7Mr4AmW=0qO*m zyy-RORxmky=V*uZ`!)T{!6nm>XN^qmii)#YdOlaqTyge9CMf!pdl6)oQ*Rb>dqiD+ zab}5PnCIaUZCp5*&!2C%?NS4AIRCiaCsTJgNBzaSG*Ds6!-tF^@C8@f1nA2#;WH+MrPT`lg# z5ijaKA`8lp1g_$whX9;k7Xo_j&>*ByX+&+0;>=qF zphKmt0tG47p+if*0q+ZMVOQA?!dO%~vf45uV)*;>s#9rXHa71(E|@I+bI})!3c9o4 zPFV<&owI=bc*v38wyhpKIojHmKIiY@aOO)07XB@c!#mfv&qQn;UTM#gQ`2!0*xsK@ z-g$s}fy=jdZ)o-qQ;!S4ZJ)}1`gAMo!{Z)D=I$KGQ%d`?Er*HPb{MxW()AUAOMX=N zFUkbNQRm`;OINR6ZES9Sbz{NVp>DWsl4Fw;-JCtvA+oOuxW%=bmOSLgGM8SAJ>7q= z-$&oU*%N*XCO!39@3urA9aB8XKknx>qY^NibeWiE9?qX&#XLFgadO^sTa|ddgKg=1 z!L+pAKQ8s}{$FuvK|xDS=jpfJkksUi!G!R_G6;t%aRXM?^lxcPI#GMhV^QzIg(WYt zk2|KlI2DWIiN1==8RTG`DPb42q)t-dK0pzF^o(s^-I8Akm|YN6P3|x$H}>w`#i^~X z)&i9WIbW|Oo7Nwha%MExeo%cIIAaTu>zSonWW~bNX6$e#(lAsigh*wBsRyhOXu|)F zP9$c8qfWM*mBS#}L!kW#R;7#EkH{?9#Zgow`Gn&o6?E=jo`$_XmteYGMS1C2v??L& zT!k$_?Dt!)dM(*$f8{wpj{nAlbuEVS1`{L#B!PU{e=gmOF$Bj*BwGHlu0KkD$w*b@ zwvJ>j3(e!My~4j}X@n68OJtkuRbn~xI`T_JygIkmC>$B*!two8cDD44;-d=&3x-zr z6@>i6z=$zHeWc?TNcGz`Ed80nweG7XA?Qy+Gc=Qxzy2B8=X)FKBXvDsXnlKZKm4;K z!sBrSEG+l!3Ov-=s|>4lcj*3&Y%Xxz-@bs3DP}q!@+Y|cde$|xAR>+YweWTt^FvOA zBd#dha5A^l5)s~-C&s}ne*Na(psFU?x@P^75WO$a-*GAy5sD)j6o0xsltZOXd^h-I z6h_qhzTowjTuUaHdowO%q*eLHwH2hf)^1pGi8bw7W|sBg{2XlWwOIR6w7O z-5bwov<*%lzomN;$s*xM)+Lwfdrw`-C~foK!Cjm*kMltOX6{hEj8Jy{rkI#2A|sX`l8qxhTmi zL93tvuy9lG2R^g#l>ukG*}vaea`x4|n0wtpG-!`7>1`cN2-e|Accc#vw|PNMK3P{x z+C7*&I52}f*0ZHQRC3MY=+avkte^ZqBDBoD%^YKkIVRJZ_&Dl?bKUh;UiOY=Xb2L4yCltBA8ip3SX?nhF>x`? z{A|}Il{v{`fQZ41tp4zR;FZ2}JtCzE;XT8{leK<6UI@5vaA7yaCwH(p3H-SbXTNEW zd1<}5*RZBwl%r^&7&dfNrqwCunb#vfkJ(x|zs@NO`t^>J3#uMBLGCu1oE?Ny*?U&A z#Zq^1^joKh)XDFX@ONl7n-tB6M>zt|P4_q5zSMSp+Y>Z2cmcXKzg?V)8nA=Fsej}O z$MN1Kr1G)Q_?a6B@;?g298yA`gu>l?2|b2?$$$c=3zBF&9#CzE)DY(h5np8YI&6A+$dYj+A6b~NcMV+& zKzOOXCIRkpYv($wjrF~yXJY@HdANPHFQtBhHcP&Cz4RSz@#H}<1r{dRn;W)|6TQ?( zWljEZ|E!15PEm15Xoq@?be`Z4{t247{%kE$A>^A3H#k#N^gn0b{c~p5M0(;Ad54h> z5$SJyPC`fb|L4Se3nyL!p;Md0$Mf;jX`~M$EBl{QLDF#U*ROR=^d?3&XF>3MtPQRy zC-$Eck<Ys))~pd|2cDEOA_wunmGM1wdV^+8Jvr9D$|gV zShr+as{Zk0U1L|mZZb;yzr!UIW7Wb+eu5iIoGmMK%izd^E6s)@>Xjk?d6Bsbvtvyt z5;1vaj=8Wzm3KedxwHflKv;N~op(*%pg;Wu@mCenL4G8-Ye}gjfUxi^JMT)FOR!lT z|AtJ8@=Jpu^yY}!2aT2Po<;qN&XnIgY<-V{4A?UHVMEFFd?teKRb$yi#wMpy`)ve|=pNP@ztxOi}4` zBNZ-RqRgB2^l2E`sY3=zLz&qsy-BhOK29IY7Ol}J=H~g&tZoySkAYl6p+C_;Z%j-p36pb4F7(JomPDrMv7|n_g7mSvbyKi zg@6hETnjQ7q@)l3H$aRV+u@UIVAQ(~<4pRwt}O2TDcd?>@k0%K#^DbmO-(`W>a(V8 zt)S6Xs@m{GE2cCK1mDH=FXcXy*Dm|{*U}*ZrepHTMU$H?GPV>2qr+!1vz|u%eceXO zs=5p#AtK6UV_ED-t_6$l$9whkBkfh7F>MpSn{SI)p9;+A9N|ZXkL38@9~(C?O1`%r z6gW{XK3G0fBOPlhtW!z{v;O;OqnyaO8Q@W}ur`uQY7dRn-VDS zi)PYnVd3Rv)!qNQU6imJ4DA5F+-;^U5UkQ#EMq@^p22FXN66p}m>-U$j@1lO{j#oh zKiLN#j7BbA1U+@7mnNzcMVPtXUrbJIG#G!ns+YqM?GN{dZD_dUTg2|1q<(u#SN1>1 z&s?(b{$!X9>h`!w8nhj|-FK`X3@@@Q_+a==X>TQ;hpcq;_U)He=r~@^Tt$)Ixg;n+ z-PPkNV)0~1sXD!VqKnq_9?Gk!q|x7$1b5lg#yH^(F8fNxubyrTlYQ_}I$ zF&CU68UVj&f0u&L;fpkih0PsH={{w@a%ia8|G}-zJ+~KX75Ggi#pmoCj{Bi6#Y;vg zqst`AukMbS;FpQ|^(_*UiKEswXX|NbRM+y#b{Uf=R6Yj4L&Pv6OhC3Y1aGtmrXY`jNa#p*at>RAo@uOnWik(lx znLMRns?EG85+BWiy>Ofmm8sPf>GRHfAm#?9uS1j zVOI__)*fvH_F=hxhNQfcU}1;)Ell%hn0&%`ACB-&m_u9llC-Vs8E&O`~g!8xzpQM-Tlgdq)jP$gqs2s9c9b4A_ zv5w+5PyDK%iiccZLD|Ty#XLt9Eey49zp))1?%~Q3hDM%jk`SkLa&(d)`t5lSkqrg= z4tCCPnGjp-4N_i4eZRr+YoURclo{CbGN+4e4yl@eCq}8Kyj9~TQC#trhl*0eRD#cv z5xqSFQ?QhwXVmka{w9LuN$AGaU{XA-NpiMRBlOAPhn7+K`C&@Mb`e@JZnN7nXQpOZ z1VfTD5kH7-tG(t(iIItxcN+3bLf#=E2S_&JHz~Q8TNG<+!H%2^4G60YOYsFRxLplN zw?YSTcjJ6~=rr=I1M%O70{?-GLg*;Ws_LE|@ZuVojEoRYxczFl40!1N-wxGIDbG$- zgW+J#qj>VY|V+yd0jg;5IEy@H2ph`K)oU zhkuvH@P3>lG3DP@J973)Zax?}miilg+_xm^>DC!`W23sH5i@7Uks5y=ZnE)d4Q!#D zZR?wgNgI{3c9`MWNjgm@eD2lMhS9)ZYmzoqLa+b>5mM=)H!dtNyo?gpQw!qAH#Jok zJ3IKlnEDsnj{G1j142{1Drh0gTN*cjsBe`MQEF!WYt*nA??@eDdG*!NhYQ&DBxgV$ zq3(Og-??xiu(4gr@S-Mc6=%ae*b3YkW^d3lUYuw$#Q`U>x6<97W%cWCth6c82kG5nB&|$hgoLl5JmO3 z#ALc=7X+pk6ZZ0-gB95NYsBjHecr5#t7c&>VaLaZg;y@xj{&UuPyyZdWus7xGUs-O zyOD)>f}i)u%V@~m>lW=Yw$m(X|lfN)1~!c(ygJNryM zKa0O*ANzB^$e-*8*NlbrEttUm+U!0HMW43JK3ghQb z`mo}@v@yqt_m;E21t_mO;2-)=i91K@@`i)?E3L!C$?(FXxtQXYJ zo=nsACwWr##j0CQYqsQO=T4#>_;%wY#Xn8nG&i3_JT_2_eP9Syt0cPXXeZ9Ebw3h} zRN!BIFm$Jgh~(Q1UM#}ns>v5u`Bkolf|lW0zmGgEOxK#V)LP^f{yFLdmraUYGbC|F zxH{ZBro-GQ?r$lz!1D@PMR@Uhv^$M8yeUiK8Y`5>U(qjoQMEdq? zq-KwqvC`6<&jS#Qt>DrGq;Q2@lA#@=#FV&JQQNj|JiTPFQ8En&@r7$CztA6ZQpyOU8{8%VG@P=g`9+?nY zmdqzP_z98|{?~YmWlIZTqKLNxdB1gm+Ht9nq)A9BI@@%)a;KRco&=+s@j>(OSlQS! z;W4W>Jh^JcCK8Ga6}--q2o%Fo$~zjrovxOv;Z5Syk7Uk`KMw}^QyFH-%+2iggp$<65Zvm_Bkwl15Tnenyh4|BX& zgXqAlImlf|WIQRnX?2-)_MeCxB9-qR_HD9$dfB^CL&N%C-*T+HxJzxU%fb@6f279n zXOxkOWVx|8n~V9X;E9QK@zD%*YtRPkQFZ@Ii-)(I{{8Cc)lZ>eX3?jyx5p5_qTq`` zRY3;?%zt85_Qyo;lQ#W3!A)Rp9U6OGYX<%srW@vrxGva-iVr<_kQ11B@?Od6&!%d~a8P~ZsmRQ@Yb3^srU0YuzfCH|X$yWA5OE*J*ODx^^GCu3;;k}U?E@fxC zuj-fPajqWczgGL{@#>AotUGeX;vmT z5`YVKD{m`qj}}3`G{QBqe9KpLYW2iy>w)2IHtM}e!`t0R(ep+%Id*hd1orK#Uj2Og z4lmR5!hC$C%SWfDMJL7 z&Zx1#dD*-7&& z9?nEo0%N+C%UK9=$3xaTeH^+bI%ZxCwwS~{e{K~HdFk_`2fXGsezmkhgR)5rfX~3( z&LM~Il0;8`ssH*cr!8vn1Ab}Z3-=gUfawu1|2x~#-+>aatR5CGUXhiamc-d2My4ff zr`;R-%{uhz*h4lj(S>{*SoqH6w#`{#Wa8+(On<81=)=xQBu-lM>X&tYHZ~R85o2mv z=9H93SI{XAj5jb|bdM`B+1c74KT!`X_CjzJ2x}HHgdTjpe*R&3n=I=s-_8RRh=~~w zX|_N8Xg``8r-f_{0Wk;ou5BXh2qRAiVDj_{BTndRic=~ z9?tpvyZHkROgc(kaV@fQQ^tcHmFRCFA-gGyZJS=Y8Z9zO8T*%AfOG?fpmP9%Lb=yj zvB$6gK~4rWirTTtf_wHYM?4bhl%Z5!#H_HBCS%VH3lN8gZ0x5m7G->E_?0M0{|?Gp zgWo4Wj`Dj$Tw?PVvSst2qNS0Eifm*4^vAheW?I zIBQQLxz!H%Fa|ySvO#J=!NKapq-^5EX~YyvT>1d*F7rP1G?E?W|D1AHnbxQ+F7nEg z^C{-^k_sdu!KBb%1xuBn_&B%FAXltW_`)}HV0;|e%GMQxZ@=z*u0Cv6&N%f<_(lg7 zJP7dU&UWAM^AcX+%>?WkL94)7`UQOvz=GjCJaqdk(SLGM=QSb}b&Z9n$2P~|IvStf zv5$}N5%Zl6mK~%UdUBPsfvzRG-uVmS>BlLZ@{f8Jm7#u}uTKSn^znf(BSl9e3!@xF ztWAm0b<%r+X>(ZIU$2#UzjIG#*!}%CA|#FdtN7}lAFgh0Y0?1a^_l15`l&Wa?!f^t z)ByFXE96>oqWPt71-Ik=5|aG}q-S(7G#$bO|F?asa*E5nN)t&8gO8K0lb>N-DYHLqd*q>40^W~!p?bL4YRUx(jZ|hYFdLFmud1wg zxsKbsi9(!p7e8>I9gl2m3Z7GM7&Buz+wLzva4XfV?Yf?m)9b}-h&6Xt;WKw+o-7Lo z>bqzF6+HGDX&b>=aEA`zL~Iz&pm(F95g@A)dx1p5Ximg3BCAwDAVli8AGrbB{~%oD zJBADPw2z6`b(B4A+@JOeyL=GBE(S!vk{3%br9uiny=7E742#etIdS=7 zPbTuoPc_u?RFW&BD&r{$k_+Y}HZ zJr58-)mb%i8Cc5t8twT1*yue<9;(DVAR)#j^ld?m5ej;rk7gXIfT2q z;z%!qeDi(JxqCr%VL`DqojElX*bUZBRH;rusan4uCZML@mXReW;aNk_A3Ia)8bl3z zlgzS|VL!YmXq*8g&XFvlPZNc*u_UB^mlplJmf6GJ(QlE?$};VAN8kpq!A+6ztXH|) z#ItvY=fJB^N5pr_?Ec9jO(gE^<~^f!cPbBQSI1I$dy{AK8kBh}{KF--}O&ZaF&;*7xa=F4N#Gr++BPV_G4z zSs8$py`zB4_I9kc-#sX*w$R9Q(+9OkKRj%4T0%Q_e5D&*ig%;lt`{JRK>>g9XNRgQ zbqz@x94i4A9neGwT`B8;KJhL4TVge!-kZVk!kkdETFUp+@uwcu}a**%04tI0EY!1LarIo z?Udf><9>dFV5~k&!Vt@##~2`R)2bTfKAVj(X4QPtILY zwG$NJRh-P7>~i+J9axcx7OX`K*IIM{c?gX1!-aB3!yjgb8Uk6Uys#XYG%psa@nz=$ z`8OGFp!b(CD^fQG%;z>2a&YIcET1dOYEBqs(`$Cou7X^{l{ z7${OHZHxl3Pg}6$QXUlfrM-S?96Z>-bO;5_?^p8zF$%}RK*^%que>#{bYoIYc%GZ5n{ni(tbvNkR zpqyTCFOhFV-V-qH0MM`P2CChLbGurz{lLCrfY+ttQn3k8?gpCW>wFd}-dqqVTKHao z>RFkiLzY{!Nj=n;9w_bjx(MH-+FD*Rei~oO(oS;6YL{k{$^Bxj^y0xj848YRVe<@V z6o?|5IeB?Zet!NOxIaMfb;e_=w-(6o zj~_i&IyNyqT|d+YuqANZnzNo?xM#Qc?6G2-TET2fBEgLO@yi!|g8A#y;b0__Rjb0e zo#c)nGC-3;Fdt1IjJa#G$p%X96n*oHdbv(n6Sw1IBARJzz)Af(h@Ak$d?+AGr#Znd zB!>XHe=YBFXQGq2n9rgR`g>&d*hEn-8t${CJ4}($kTffIA3tCTNCo$X$RoBOaZp zf7JQZ92Cj#w$;g5Rz_Y2foia?5Qdczf@$QABnGQ&f{zTM2TkU{phg z$BlcF{Qc&!jR~!=@^){?$j=`vmcKFcGcxT^O~hX~mHq#+CL!jw{r>W_a`t zhtlWXI`^$yW(e$Ssm|py8|G%9HnFVJXm`hCOYKYvmw|i*7d~(jSP8DW4Tz$Gc858}t{^&RMW$00LvyRBLz2S6XG? zVeP{ds-X?g-l*KBDDJl*W(8G}hO%N*V3=1{rF2x!KY9@)_Ed}e7@{NZ(4#togd!T@!8;jB_HaQ#@|^fTbG_xLX(#SKv* zB#{1dRiitN=8bNTS8jD?efePiYiz1%SMKWaTq7*2*nGd!2`n>|dUhU7dErI2wkZ}` z7wVXd{xY<0xtx8B+eDk*rAtfqy}l@e=o|ERrHHanL5^68I)~8HA@Nyipoze?YEtnP zOgj8i3J7LQNB>W)TJb#Pid%@+TKSRj(S@*IeK!%aLiVBn z<>8Sl{efJmqDkwe+La-nuaYfWPG20QpwN`AvdZV4oa2rv`IG_~*~7IN?aBvzuH{aA zd)E&zybc>mba(C$<1k37DLaxHUnR**+s3k(y%>KxP$veMcfq|ui1Zk*JNlI7K?n>J z@D?$1*6^QxSjcYmbR+8Nr%C2U&C}q{Zdx>*)?|ZFmpP;2G;sK+1x~8JQTSV9lFuWK z?7qRe?as<9vuRRF#0&&_p?e3JttmqK5U1IgpYRSOxR3y44&#=hbLy9f&L!2vg}gE677h}<3s6;?kbh$BHrAl9#Qig zVBf%8?rA`{WJp3w^c@jUdNZ-CsJI9epevXhi{C^|?LOuYJR9c+I-PTIb^-lWx>G%9 zc`?HeaVi^XU&V+hmC#S1UB4f32hMOh4P=WD>mS_s*xrNh3yX@1#yvy>2=r$*iQl6y zu4C-g1;$`b$&XMA8uS8G3o*H|vux-7JDXBf3EzJHR0q_EEQqh6Npg) zb-GazQ2H{R=-s!@&(+&hlP+JGc(fxe*5U~UQ|2TjAPQM0d|6v+k08~jKZn{o2^_ip z87P2LJbTa}s%?QSc8sP9Pzu#sl>M?TI;P8P(BPX4>lA(Dusly^+hEeZc52Axxsn*q zsDuR4Q7v{@o5g-}1(vDl=_PqMid`B1*ww9fNU_MPKlE9vm=gi`oPORk7 zZg>SZaOz?6MccN6wxd@w^77^a=2Zgf4e443-o^zk>I(3zyheK&QWcIBYNOx%HhFQV z3DPNybB>Ye)#v$<1&8JAUn7>9h{tiqWZ9j;LhxME#Ar3vlU_m)k^o%N8Zm{F2z9GN z=p6!dhhq;|>M`0~p_P4^CaV1eV(HHx*DQ^tI{=n0Ct~wY!CkWW9i5x}r)1~X^F5&; zf5UbMsGaJsIA}_jG4yPQT3r~6B2yIV1)?tn6YqU%{%P;7RT(c|4i-aA5p=K$Y_uLc z=<1uxL6DIkhuS>0PkEMnET}(7IUad3R;yM;cGt0bck^#<}&I&@W5Ft%j zqEu5OG#+Gho*&jyU^xJxXYZd^i2QjYL>(y-1_&OzbqdmPTh>GcDST@ehLjk$V_=b# z0b~!k^MOvXnW=?bpTNY^}YpsR29;%hS{=BM@YV&^3IA^_JJ zScE;#nwf?^!GG>>PTK$`RqViEnm@;k*|{PkJ9}{A*s=QSu^K67f>Y+X7z-wq$9720uVYaWJWDcp)E_um-HXt5{Z#^K-{N47xV?rs5|t#h^e%-LFt42{MTXv> zpFG}@_TfVgSyWU@;F2(uYpdShU6R71?k`x8dqqX5Lz9qCfUDWB{%?r=Qvdnq{Ny5< z2xK?Q<^g;hMW^bG;=%b!Yu~O>4iY8sn)S=4}K)b;KFz0 zBk2EnC~d4Z7HCgPa%B*En0q1tei)1<66dp-6(j+EO;D9xwdy|;l{qJc4s5@MW|9BL z-kXO*z5f5>I=wr+50x_~QQ1zMk`g(EEHkvoDKSbywxS3zwlNqpR7X^nR+Kei>_QA< znHEdgw=6TpgzPgW+YH8-@BPwgIG^8j{r>)buj}KF_jR3jueo3M{k)&cgSx^*YMlY~T8ak`{tIpb3198% z;GHmiGB*;}uFd)@H`j*P^3h`x6{rS#`}b`p*E7g>w*GbAm+=sUuC)S7CriW~lT=T> zIAUVscKv-!?!W=L-}hVk=$+DgFLW}t`akQKy~m2Cj7{cckf>{0Y2xgh^PB}t*TFog6GECU``1;RM9Tj z76FT1UTu;h#ab&5PS?qU2zOXhoK=67d4AY-Wcaaxzr*@h1X1ba+xLh-TqO#9-Ku3* zew}6%)wt=pU9NVueS${);N#%43Q!%jjh>NFHGM_glS6}PV@fJ`!5d)te)`n|p#~St z(A8Uh0HtIm#KXz&57|n24n@EkVkC&XtD*W8GtXdmelF%T{y0x^#p-h>+~_i%b=}AU#4gX-CYYo~Nrf94UF}(?A0Oy-DhaXf z(HpXmvNAc|l^<0)932L*tvmPA6ZvMXgZ6!;>u>1$l0xMe1D$Vr)zX+#jGnd`Hg8G4 zVtE*5AS->|>@)1h4=WPPUL`@o&ECQ=NmRH6=}jrqsX6@EP0ZFaabR!tC?>AK^V^1nF_E*m?OW1aWl63@~{RN1v-sX?Pax#I3 z2ia8l5;s?WZf7POeN&g+6E-oij^}(35J_)19lUg^&&RYnMZd-^=q+<{keNi%7G%@!7q2@v$EF7hl%Ct`K2445Zqb9_a7?R$xJT{!3?8MDOrgZpj~O+8-G4^F7{Vd=L^+2mN17p z^`IQF@FckQU?Nt|m+9iqIDSXYcCnt(llx2i4=AIDffz+E>f2n0c1rc(rtK{ZAh>h!H z8lt_+!pySex^nLIl&WIEw+_L5Dg`30{Z;+(5$u(L)76E!zrfhsWAa!;$QKkDKKO3) z14&)!QMLSgvFf=tNZ{mr|08XJNKeWgZjjHb(h?~oTmb_}43uo83LNVCsp${7=|;T{ zfX@N>_8}u<|J*B52TIL6=h|TW1%nbJ!+`nw$EK@uHU^?tB!SHDPf-WaDXIt8%>24^ zw+1TGZz5A^EHU-lQmH5GWa#NFGVvj8t}caNmhNutty27tF3PsL{u%fdpn+_}!jP=| zHeDSmLDQ6QIv#zgt5U!w`=JRxLbT@SLzbg#F?TyMV)AX3t9jQMTy3~gpRG+L2M;bO zeAo5@R+Z&PUfF12BnzqYD3?Xo6(NxqYGAmfqgDKIf`OFhsZ(ZVq45WPP{C)_eEMh; z`yQiRkqK1S56lmD^&8`NwdLD2a0%bI$;T~!M}!QUVmLbv%GE}-BnFK8=ZA#>HHsQEz=nBDC zFy2o&^D@rE>yTC97k^;Cj|jMn(l1wmexHpls1(9tIm(txBC9`{Pw>*T53RA#JEjR^rF6_KU6x)*CT(yVt)DJ~EJ- zs?@L_Z4NVvD}0U3+`yTb2*Yujw20H!3;=cDGdv+S5g!3|xPOQYQj4)&G)x*Ja~WW>LUINtM5Mbr=l2XKrEwyd~p& zO$f!6*)LrX=+9>PgkNh+0Wk=ygD@bA?d^12P^$A)-(;&!0sjcd9Gd z57ma@*q=zHqSCty_$x5pQZXLyjA((!@UZnybL0bsn+SUFA4{1aR!Mz7L0jY`GgCXj zYHoZxu+FeLsqLP09PIOFm?->d2(4phsB|)K0CpfKgm@5+Apq{Y%A%Kr20y^ z)0V!=>6DViL!Nd>n`sX`q*K=KcPaq4IUlg5zN|=#DxE=~2%DLTeTk7rZkTk{z@-K8 zpzlbEvbQtwJwp-v4|Djx#j<`^Y%<`Rn&XamT&eaS)wf2Ql>}D9U`Y6m0#AqPzB1VC zsM8+K%aihe*x>w;L1Vo|$f}x%Q;8CH zDW;>dC1XG(N4Lc9QpE){04}-^%)2cj2MmxEV&-F5%>((wAcROhA*pGcs$pOMGz?(2 ztgOOhEa<=+5->Is0z$!;s3p0|5F5CO78ACO1Ns1dv`Rg^#O;^xY&Zmqf?txbuq!@b z-}EBq6*u}23}C#A=1vK{rVnvnKSDa=3ieOeOVzua#@19FbM+n{pJaNEb^%6qp~$%C zE__kytYTGx*JwOFF^&p!5WfJ-zx}}bFja>_1H*LV2nbH|I4Z38AIA=^T?G>_{=ZGx5Y|@k_RIN4=~Is&T{SYf(E67P?QZ0*&YdE8c6~-@m|~?7Mzzp}>I} zWcy<&J!wd0b{AhayqbaIfC-1F*5vmlSTx$_zSw15<{JjR%(^;K+VYBS2!qRx$jF+A z_ZL_th{2Ekw^(=aTJ?71sm3Ha+XU23qhGQ!O|?}z`=5$Avbyt&oCMEz{s#2z*nm1J zPo!AIq7^*-a1VGI$Ih%U5vT)`G6<9eBpbyEpJbLRbiNbwJpB;*F6q}B+x9ux4)n+)*G)enVwSm6@ni$6NI z{h+|p7-0SNG`18I^ssIjmAQ9C^F@l0@%z`Fcq0pF6zqP5w**wsYzvX+Cx5y#gracn zR~LaKX+gbZdJ@I%HsUvujwslFdR!ul`uY+4U}5?M^T)gN>L5pO>_k^yE}(!7g*_Cp z+f2emR>L?$fJVlwA+qjpZ+ZcKTzK70w|}e+5UIc+g!1F`!Szr$&E(dld_YL>tq*Ec z%x#8ZD-d15elkw2u44Z=OQ|*SHnSlH?0Ts7a|op_T(M5zMF~+>53g{!tWdeL%3hxu zrGXE$$pGrwt5HzHk~{?2cb{bIyu+P|E3`}7_kqJ3L>#D7`mrA&El@=Qe1g9zF)A%T zF~WY|0>f|GL!*D`RQ|?6E zw9s@E6tuOfK__@4*I9M#4A>KmR3e?9m36oi;d7(RQBW1xS`0lUw#&t?q7+aAj{~d+ zuwrBU^AJkt7RBy!g5#2uA%<`~!EDjBlW?KGehFC1xdWW&&gK}`^dF}cqCsUOdhl`# zP)-`|H?bKwIt~cz@y)-i@#s;=j~<)8kb!GU3DfkJOAP!Is6DVh5((_@hROQTg3qVk_|&CNm$@;N6tW>p6R{%2CDz7+@@I0ud!z3v=O&jJEw_-SLr?@};~8`un9 z@Ww(DE}pxN$QOm7_t~Fhw&-jJjxD<=_a$4*UiaHuU?Gc4u)<{mm9gqt27eqb6aqNz zRKBg{&Wfz8q0vVpCb~euPPqZx4oF|S<)xsy`Fq>~-Z?W2i_(=TxOS$x@H)(j*ag?P zqF24Da`hWu>`?W+$-PTS!fS~XgT76FKw;^N5-uzzO`wMKV)o2z5`v!-e$tXCUEp!G zgPQu9TjAe3q!M&5R!eR0@9lDII$6iNr>gRBC-6?Fk=^7Vu$LvDb$iJ>yDTCU5C;5R z_p-eJ4-^htD+3h}rsgWA?%tRPp-YmM{g<~Oo*;KRGJGdoOXLH=U}6McyQ_CLjZ$*R zeyT4_Au-HvstmA#Y0Tmh#5)vU0cI7_f^KB#M z^Q${~A}cJ{N?sk+{L`o+gOT86S-$j%$@#v4^<=N%V^UBi?TmOVid;x zB&=KgKEfkRC0&r*XY!r+Z|?vADaWSzk~4KUI=4_LU^fAu0Y~3LJve>`uwg{gKcD#n z0r4qFib(}l?w@XtXL@7ZN^w1}m5%kVI(b(X0T;*{I1bEH9xlTSt|idOoJz*x;w)9h z1u6X%D8q**<=DLj>j}0U}#5keoaDZ|Q+B|b|g!W|7v?u#)T}t6-7rU}Q zv8mgpT)Q16DCk^z`4QXmpS_rQ(&oCG(nWF3n}*;O2~(r`H4 zb+2+Km1vN2`5DmAx!G1pC&2i>Q#rQM1y@gsUqZg*G{wpPywzpNPw~HY08#2#t{ra` zz36GoEe!Rxh+RNR_W)e6QzLKK1j{pKf}zRBL@K*GPu=W&yoqX>j9;32&-`wZ*BfoU z1^^P0B`+8L!7Xz%Vjl^iW@k@A{5?rZB)#rNl(-+7>QT%9PEIj56?k?4CFp*A2)ql= zlr^Lwlm;;z6qU6oQQ~6UzEuSAbB&_vhl~ zCm<{eJa#;SA6Tu+x0LWjW@S?mU2ku}9BQvciA9rHRX1?}jijeD9R&8IwFqcLJ&DJp zg6^MtT~9KdZA>pL=!AU1umE7rc6-S_erMu6qu8NKw3#>}z{oDwm|b;WVT*Fug$tBz5|uafGW z=<7(`7!VaGE1DZhRh|S#&9R9KX$IJw%dY(}k+~5|@f~Z097%GJr?*i%`_tdQplSaM zWdmnPE{3jdd+L{^!s{V4aE_s26G;zb!e>+BJYbsB;UBf~y6^UO$cOZseykJ&uv*D3 zk%#^IkujQjW;jlO6NTUqc6n0-G+fh*_lL2@IEfNui|Mqt44>_H-0EOwp8r zXB_2p?m(bJW#L*@8m^b9Q3Ah82v{}~M-b}<(F3^4MnF+)R@VKU8p`%FUm1^XGd22m z7Th@Bbsc!7VIXe)1xv=~$~u7n%V=W5O2YdY=e|tSqBYM!&kDLA$y8;=!AoMkPIkpv zygF%}Qsu@(ne7UW(w`@_0g`vk`*eHkp!w;WeLI2Kg@sCsw`H4;J9Kqk=jq=V1sH!}!QHy2b7+gEyi6?Fb5) zD1(#C{Y5R=;p>Rx_ZOz&>TXJ{EnG zwM8*}rHZ59=Ve&!5cPReR|o4VR7Ens;{jlqdSC5@VwWB# zs#my}>NPkzmI*D^?#sLn^q5Ftx9<%*Vjkc;)s(}HiCU?gDLHfPk-IC}LW&VAER=u*Px}&G&8tOJ zIzxIp9B3rAtVT%pB*sZr7m-5bj|!d*zQ1>5GiVX_vh=IOJF%}f$ho*sFnv|HqDaPk zd6B40UzLLZYzqwoKU6R7CS9h$$N4IT-4sW~G-hQ1*IoDn!?}z^!qu(Kd|h?6^r@BF z0Fu2w%mtC@ZZ`X<#}%8{O7&I%7PyfDk44Bw2SC;r;NXN`xsUgvbxrHos|>O*9de63 z@ByUoe$ZJ+kFyW#!4||FMN}ZIQ(nTWGXiKMk1;+9phqQ-EQrbj36c9-2yUV*QGmx? zjRjJRVY<*gfdP&^R`6OIIPXmDeS(Es(LjFZgg~a_AN3fgUd%6bs1*a+*$a&Z^Q;7q z`WON6+o}~uIPCWwH`h&PWsP}_zIHJKQ~{BQd8YH1w@TFr=L@u!6&@9HPVm!YEHH}! z6(CU{6QncgUUk#5x+@pmvUTULs#i~lcO|MFv}g2W9J4BcUh998-Vc~anK4u+;p-%; znlgzKq(edO4y2LvqUPs1U`0*4u$TQ-za62wuWj2~$=0H+!7*VZ@rmK`fY z+axdTbVLrY5je`aUe07EXkYQ2)63CTaxz#YtL9<3OS$#82PHKeTUh-GXhksT$o}KQ zut)Opr=yzRe;a>9DogS_%?`w#nWemb`C1!0ahU9C{w7<@8Yw+#`mmDiv?TEIg@oQ{ zY``QNSb{j(M0U~dSmB4d{6KLjdVvGW&GaL#BOTbEVI0@-DofF{&|~@bCfI0#gsQu> z|48)6YaeHuSUB1lIeQbOSZYVs=Jpg=mI}geLdmay9fBX|!+$mduE^<|{Zi8acyE{y zvqc`CUmsx;Arh1)oathENg68l!}Vczw$-x@>&m~}Za+CyY%^pU1{gE3_OD55NAQM_ ztL%H*i_n656M6>b1dqW=Zhis*Mi1`Nyya##$V3NlB4btMMKUzHigiNBb>a7VFm$Eh zl|FCFf8%KomA#2yUb@PjW4TdNY|>_T=^{i5kuRR|q%{9b$;w(UI5!SKqyi}_rC1Qn z?7mA4-TEL_^9V>W489-SzVF(GX@$fLkx#Oor)bmkg<1wZa~3Q70jP|8TWO{;Iw_x? z0B<59lh|uvbfIMH|McB*XMM-m5)gd`*dMk%06^-EL)zg$3aiba=pk0Ce^2PCK7Xf@ zcqN+`5p9VVJaB{6K$%UnCIW^R{MkGY)^24sB_{9!R~B;~U|IbjlXT$&vzXS~p?V=U zu)l&4n`wv@ZX_fXOVb+M=Ejt&Z6$BWYL}pA1tA-ujB9{>i6w#l)$c3Gdw18Ltu}x)X_tTkx@pN~QNAp;zKlRo$w8B~W8dL+cjS{= zqXABTWswk;H^nfD5Ev98Pyx~!k=E)zk&_6#1D=#l>3H)*ZW|HB_67-%4I2xExCd=v zAoN?^QvlMo#Z#q%%?rUFfgihl?(77C@F|9q>8)8Y52Q`EDQDh3b&8<~>?E1sfnD-v z6!dx+j$lD{_il5Bz_nm{0i0ctE%I< zAu6i~$p&<%5_gXKozcQSu07~$C)l|b{qa`AnOo!Bn7$W*Y)DWo?*S`{tir?M>a5u$`2RWM*h8iV2O|y#mBVpAB0B3 zJI7}4aJNN@*!mo|4y>L z@034}{xg*xmvbPogn|3%+q;2cWZ%W zN_Oq`z|K4g#XpwKmVeJI_bwmmqsNz<|5{;gmfwR}sPbG`_~2kczPhO;x3BQe=7q&w zp7dGHv!h*h5mM)S1x^PQnW0wDhWPQj=5xdYzu
Ty$G_~E?PPIGL}EE2r<(j+@O+hg+7^B zp4x1qxo^tS+{R2gUw2{NlcmjS!dT`P`+XQ( zU~yNC5?W9x&8$F=sJe@3cV;qMbokm7S+@FVzsmID>ayxFwHhk<(& zwm$=yb&S33*zfjTIXMkWz+0P}k_Jeu`c+hP|0lRx65EhV7y^#kQ2G#y9E42}=mMc( zpRNr~HSwI5d*~!v2~0wec_4ExzlPkn922V*=wew{HgHJet9H09?;T-iLc>~G7XK-9 zs8q2|pWn}G&}!~>3_7Gf)l=%Un3}0jLx|*Gd_qO;)>6cKbs>ej(wZj}FZRbji!-mq z@KOm>O+<%?oAEB*4shP;D?z?>; zHE0iNIcVi^bX|B-i6Ir3=nl{J>2}YKX~7Z3b~}d0!;aK7He&ehNX4h{3jQ}=X$Oou z#(J^kphy>P{Hw|iA5&DLa|iOlc8;cJip zz7FK|O~%nyINm{Y#)^?9nvz+-`iA2ukzbF8EKmo@X4RVK{R1%U{|IT-gPIfx>t8+R zKljdnN;^>cGQB)&nGEOMGzQASH2u`M#Q3W7(f`xw)cPQsxN`E{%yAqVsdqdjjoT@O(B1rM)kmu51AZHAabv3a5pZWZQ4olCYJC^1GDa!w_-@0MF ztS`J7fCIuc;#rIQ!sPyG%=yb-k8x>>D}Tr@ezUlwvbY% zg|DA(YA!zl_$2j?cI(g(eu&xKfMMk)l*y2V11;P=Tv1|&$*n4&=94J}{+jf0Va6-5o#4W;r zlUDNGqs_U)O+91zJD$FvV|1Ed zzh_G1+3lqIx;xeHldyIEmm73s<(6LF1PrPCRaVyh62yJ+I^$+ zw$W49fAa|S{q|l&rP>BV``p_hpiS`o`mWEMm!i0guMXCM(>2p+D!9z>q6y0GyYIN1 zDZ3ff3u6^!4$TG<*xz7o30Rccj&j(QMpv4q58}+Gfth?Oq-Aq@46&00Z zyS0{5Tx<#q&>tXODfqK7`7kx2?c)11Fq~OlqJeEJj5O<*v5@vRzL?$*RvwG2jgplm zBnG%RA=d!yf!ZWc!*_d_6*#IrT^LiDlj;z@>qvSd*yzt3>AstsS^J}ml>TqA*QH&Z z8XVAHS8ws9^c<6_ad(?E<$s=-*n;3z?+KM^cb*;Jw)Beq~qe? zBZ>34pEb(u4BIR2|B{G-7R=JduDSj~dgG@>rKHWyODy-7VV!b%DpFD%lzK~3ulO^P z3nJXRJ$L}O8SZvk92qWf<>bK|KAU}BT*Qp5?re>K$s)U3o%9$-ZYJGEKj>09Furpu zQTN8&@d$U!m$8i^9BONcXZp6d-2l0=AfN&GUqDMeiO+{Cc-8d^XDR$oW=M5x1;B)b zrJh%m)WL)PF2Y?qmHzOU^Te4= zlkRaCD@Zf-Az19&XeVipON69VP8aN4h?FsuE+z45b7X&!4vJY(3SgE#6TA2!MnWkG z_ocVVoln_lM+I88%=Mj(Y7lK1-T+CFgMzFTZ1mJH0JVa(f|avKSz5||ZJRbtDlg9N zJ>;uHcIcO$j?oY5Ez*H7!RSNp7qro)&??QJ=XbqvT1*V#R42@`Zu%x2jXIjNq^z_2 ze!1e{KzxSIzlausoA?`9^QGzzM~Ux0kTjHCM5cUY8>%ba!_dIQB(yAo{b7?$hvX68 z)}Dp8s)UQ#?sXXVLxMX>F0TJKskMkqK^9oxp} zA-PW4PRjZZ0FU3TyrhOX>yDb+xjpn;_;UwGbxqKH)?nXUuNi?L`cf&khZQa%+P)rB zV0fRHW6{W;JTHWCixdLY5!g{DP7b$GI_aMNq(sdqaw!m>_-U$ds`TpA*69IV{4u^Y zZ+2n9Q#Q(enLEvw(ZziwOutW;m}!{pZi*UG)>W?ZuEh-IY;3*{q+ofeMpC>khPCLm z{Oz5rID=odT~|VWbNEfq_(&av1BPaKX|_DQ2Y5c0UN>pWA;BBE?SgReICgJ>mV)4B zGX8iLT^z^GbuRGWy;qkWT9!zVHLsk?+LuJ0NHVVpA(IbNTvkFy>)s4>yrAvdRN1mJ z-0RuVp|K-}W%l`C`nIGOtoX$DW0NJh2mSCsp?OlNs0TwF&8o4*)JR5t#nQ9IZ$Y>Z zT+t|8C@W4@KBURjOKnpN#6i>L-a$l#|Ii;p`!zs2AqBevCCPCUSrZHMad>GIVy~u1z;E!?Yw)5Gi;{Rkm zy%aHDh_e$%R`Bon(c4%LZsC4bFQdVRqQdBjv($w}NxTd%fRjB2#Qoy1SDCdF@+T7M zY`L4DSV8FGZp-pW4&#N>&`J%b?s0^nJ>($v2l+|qEPV;Y%!)~=#N=udYb#smlE}P( zKk4TyA>YvXV=Cku7SKQPQVu3=Pat3vBG-bdLT{dkDXU=KR;X@V+7i~0o)jJA6XTsS zdl56(BRHXu&}*pNW9@IpKZ7B@|3AU^{~3Ax{Xg~e|C!GG{XdiCfG557Qxg~nU9bIT z#(&p~pU}nstf#Edfq!O`|MUF+zE(iE|4WGs0pS~!AdT?uHYhHC0F?>QNMU%M-05%# z{e?-8kAZ^ynaDCw0LbWtA$6hbG3ZBufi#B{#=5%t-mtW5b9~rl*>I5AfGPqzGr~@a zMjQiu2K@)t5;a03Y1IK`M{*28r@b(RgwB%Im1pLs1Lw0X!>Uvj$Dp)M;8F+FOM+JtkQscn z^ddOY{(dsgs(N7>#tL*2KZ;WBOJwvt4;ese?j2m7EsC7XeN=lkp(DSFG!04@5A&wV ziwZ7$(>WA#0G%8(d{ADQlmRN53qe~!3|Y#v=c;AQI`xr^1@q}nOp(dc!TtbmK2b1` zLSGbLl2O0Oa>KKW!a9&qJ#RAKs0Q&S!-y4o?Hi)s&pXtflJdW%?hb054}zRIXFdv- z^TxBp9VDWOv`eKRFB7(LTUe}`E6bfZJE9*S;8I=G60N?5FNI71;4RM>_#ofUUkTG) z-UISJVW6&Kp-xv$#{Z8=4}7-`Od-*tw1v)>@qD+bCThCR8zy19vjB^skt8bj4>oJd zU&;yd`}Xc;pF&c&-v>!y4zG(Smsg&*P;lXQL{t7H&`Bdv^($1i06a3Cr5n{R)L`be zyHxE@(R@KRG~U}7K8#K15E3>9bAKQ*&maR_%?mm#-HC*;Dkv* zd@g9(u_;At`fBy3lW{eeoxD?-KaP~YyUi_-3(`KQAZ>d-Pel7IA#(Ci*}~xaZ46Wp zw%V${eU1&>F3;ZUSiZaO)J^~OJmvLEDP|97i4i}lqAy$qf(i4yapWNure+7IDeXQ) zUTlJGmhD?c@VEwmCDTI2yYnJSr%3OUmt(3rXO@*K4%<(3l7>S>~v#6Q#COz(E5fAcFI zX?oC8obB%aHW<|IQk~Xc5a{{Acx%w5JX_!)lgg#Zi?~ZU`>hjo%HF6d7#*;-Edzji z_f+?bg55Ifu-%x}s`}G)?K)L43VsMMQkX-eGoB0zTVpnFJ>b@Nm&)qfRe-~uBIAdp z2?e;_GDT{aax7p6_cvhyT{qrCc9>$z#nQKD^`|MC$wd1Koo`b*Md!l@`@A1e z$yXKTrM1sW265TZQI?UOyCt*LY`&~Xad3TWd69yizm2z1wE^Nn=@h8Pu9|r^7zL`i zW)r{%4J;()@75{R9gB$g+;c1~0PI;770?lP7W9#8v%*DjV<+8YrPfj5FrdQM^f|tV=Mu}bttfrNi&0XvmN}CC&lR6- zOj}2j9jD$_N|pkh*Pc0##>!c;7%jx={Q(|d)o6c(w|F)ENHma0&e6v~=ZEoBW z!?_F+ayiz$h<|B1B+ztNP_TcbISgobcN%Ec>I?L)PClNi?fBv0!gl1-68;mUdQin> z+|sGW*tVsD5>!;IMt*6*+G&F86~6R`G$lxSE{%hNi>_Slg)d>cJVpDS*IlxlZy!Wr zAYt#$8{{Ox%NK{#IDM5Iaoy%SqKzlpUL1K(-MSE|Soh4%i9DM6J@825tIt zv|avugWYMJ#cQ+Nn^f`XXZd1z$j1ik`(tecEI+`kI$je!c~>;5biNBzA}g~jLS=S)Hfy3AK!!X%2oExJ5vZiw z!X9rlTZH|r9flc2-0?B(XA-BYK`?o2WpJM!C zQUSPW@YZJGZXCk_2C{d3c&u}s)EGe)X?PRW4J)b8#4k!nt<6g!_Me1oe-CV4i&v zP7WA;ppT{&FUu}psgCQvxExru*c28jb05Hm!eLsuJkS^q7ADN)*)$E1vIRLPId!)K zeJIcqWXIP^A)XZ^MTCNtkxH?Sm5WW5e!P?iP)yGX7y$N-Mg;_Hx;X!tdNZhy3tBQ2 zzfYcRCd~u7HzrUQ5FP3IeI6%4o$=FugBmDYbFm7*B+#Q=WIP4h^eSm*6t3HhkXPnG zb98$h!~-Q%IsDwK9BiOB6~`_DeI4Seu9wD#)+i$M?9674@*n66ETs;D!SeDbOn2dU zwH<%=bmI}wC4730C0o#ffYr&$f+kLCU1nb7LU&M;jN;ps)|0S?X#LL4Q{lUJc#ge< z)yYr;Ti4V2#eez~KefJuIVJY0I;2f8wBD>K7rmDA|B4j|1%IFA@z2Ko*UehHq5pL% z*J$y7rwe_8)to5gvpEh3zC{&(g{$qhmLWH}x7%@Ywlfl5{Bm0bZp{flaZ3*5PD6aQbTL5JTwW|;+|S9wJWYlu)t=-=rBp}+p$3jw{v zfN0`aKRB9_#p~Z?u#5tW3O~;rE28q!{G)J8};fDdI% z&vhW{?rxQ|e;d3(6+O{;Y^rp~ez5u;$XS5Y&h(c%qP2zB8&cBK_nih~!9ryMZb*T( z0SH>O1IW!rl0y#)(&6-ZFVe5)+g8qy8^${bbyq#)ySU$S(>CEl-kwze>W$} z8JTe1if*)}Kp=Zow>!sjyA`MmOKN$2^@BZ`$A0iCQtQCoExX!#J5pgkM2t7%sV7a-B8dB{?n?+(P--a!Mu+N-p!h2ZLbVQ+YOCOqrj%V0uQQtc&ds!r5>e? z>aXYnpZ$oLq!LlD9L&tjhK)6cpMpY_9o_^vY1z%LuiY92_$T(>^^ifv`i#Q@+_M9#h- zJMQPBRBV^n%`0~89#O8GYwvriX!?RDojwZ(H{l(`rP3)rwr>(BDoAF&b=jYsd&oe! zpq%vDUFtV2rsM${bpM=X=BA}k|Ej!u#T#@Bb8A%akMhgF@Kj}uD{q5udm1Aazp5u0 z8YFEWe#vey<;H2CnrYz4vIgaHB~H3VrJ@FU;v#FjTxg!Yw3MHj`H2RGnJhZU28_Kt zv|^;~J<{06UvA-l^!N+u5$jkZMJf`nf7c#n-MRD&Yup4Gc zEQ+!ocQ!`OByu+a%{(C!)PT%=L$;QA!1+qgsQVN^kx-K=`732)utx6gm>IyzSSG)36w#eUw+To!0j)6)F2mK`Ua_gVU#dKZYWome#t_aV zUThN_IiRASoD&J4`)PVcnn=$R1!S{s zP|wv+wO!Y=Mq(XiWT&DBDX#fVWY|q5A@tWr1|xMws9;G%Qvb1N5ZXJmxTvOM959=t z71#Vi?V!eu*5uQp0Cl#!$!a+7fC}p0Ea(DJs%q@z+gpXdGDc3EZmklD8ZL??U zj2%)rTJi>weUpnTJZ||H`aO~>Gic$1tnw1?v?gMCDubV>C|gV~p&;$z5BSEpF)TnwTAn`B{PbH|F)b3Pu9a0L ztecLJYjsE64HcD5$*E)=>d~m&z<)1M^^lA+&4u(~Ud2p(AMm(@ zON?YKp3WRuu9N#){Ip)FbP4C;~Sgr$_7+{EWSQa6&*IN-sRP&tTb%*KuTzuD%3TokadEx8Fw!{sF@$GR+ncLr~!Vye7^I-dck00~4K1x1A)56O*c*ZXQGK>j2M!w8rm?`hnsTOp($4NRR-!m zx{F_*U~R5cjJ$At!MlrJa!6ibn_GM8=UJ!(EjEa-S9LH1D_!V5h%~%Ibcrc9i|5v>jdLR*6MP-;Y(JiP+1_U%r0(Aga=%f;)Vo?gG~>oA<<6%Q=6y zZOKi`CsY)TgwD6(rbl9YDyA-Ti)HZycT#@f@Ii0Lyv)k#5J>0jM)r4y(m~C_(-@%m z-@uKvoVk#xjiNdpEyu?BvK69PQZD3* z4V>8)UGnF;6bGOVe-J&AesN)LgRio@*b?MEGgx)S{JJSWH=n;*Ht;a<%DdZ-Ib1f8Y;zbdTp>~c zy=0pw;vTV4`OxlD8Jyl%@m8=Prt4L7;|C3{mJ_CPV6-Hq$^E#Fs6 zpJs7vsJUB!d;&YCtXBtGP!7B=?zXl1c3L?k=JHGd$flUla@uo~Cs~+A)w(x+4|11? zhDf5Q8{<;@R!~yRm>=*lln!l|{SAU)rCZSs#N1b06K?L4+P@@jO+-EVNytaqMfZp= zqvtl$lvr!8RzY(n;eLOHWR7|zEp-xvOW?q8dDkp4oOG>TgYT&<)TD6Iyv@9r#8hC) z%?5vSIf@pEe_lT;=9+|KD_YnR-EG>q?O@y0kks8ChCV2E9x$F( z_LW7_WZuC5J1z6Q0HRJrj-HwY4&3u4ROOt;lpz>y2I^?U4^6yTG}&EDS3ly|xZlFI z*u{*{6w;o-OHU&gca(izY2wvtR28I>Lo#o!;!!7SDigeHvJ@z=OkVguS}Wtf0L=He z(tzQN>%&j=m4V@PEmM}pDEBDssnQfE=Ru0o7xqz08}QEet2vlrK}f;}yqhu7pmj3X zF?M+WcQXK{n$KDI7y%@eN1Dh2CjpUC)quIN!pP&?3*6_xa_vw8I;VK7V7L1u`BvU> zCQG_GpzVR}#kpf!iMZwII)|0zMST`>H1jKkwVyT}f8+V8w>r$@sd36*6$10#TjFN* zZsyy-2jE#hJRGhbCE)Lvk;YAv&AR+$<2cc@^IWW9 z!an+Z9)?+VS>)@Eg;--H2Ed zE?|%iTG7GUCNOAl_3h#4mE<$TBUz~Wr;0xaqy{wh?O)9%c3z%vyM13edq6{*0MI>u z@qyj4oa|2Sw@}@9{%d*M5%tPxo2o$nDu;1M)R#l$A*(%0yE1keTp;Rdj627oo>-X) zwC~gj9x$LJr^V?y*(eQ=^jt(uYwWdQkmuSBIZC3^T1SJjT}eL|lQDH*c7tLUP(Yle zrVzD;FXolcPb6O*{qsN!1(g6w2@e?S^5!gnYx$1esN(<0Pz!AsZWgSgSNdm5y71*M_GeG zVqkz12hBd}yb*GZKm^Hfl;X}wW*^C8{^X;?+8Jz&nQhWw%^#YNc0cp^@PD6GE!y5c z^JL!+C5_LjDFes0a$K7%j6zCx`x+UcT==uP{3GDgX)Qa{nx!#)FcsXm;m}=4caOHB z2PWJ!Lw-VIBE0-cf>jS1?m{*umHPAMyXzp`3qID-oL@dgnw%jgLG)dGpgYdSXBO!T zPp^zGCvm%dQ-b|6z=1ukHl)L+u4eR5{Hqv3Ddop+|(Jc05C8)pGL*OSSeBM^tuLH zc46sE{lVGeexz;1NuF-RQ6Mu6@i@S2I%wI19?WGyyT7G%6jNg@&t)5H2>NFieU(Ut7 zvgULAyDXiCIkQ)x&I`D}N%O#E#nOB~)KUfi4#)6oHwD-w$AsX3t}-H^e_|zVd0wIo!=;;IKP z7wd0ML@E#$zPzrWxvLetf_b9)P)#yq5P?hA9Nqe|+-it;N#XeI#sa>=F z({&&e`h~*V8Y6&g^<*Y(K54--te_@#F}HPyC~fsg_1acLI>T4MpH>t`0$-{^r#(@h zxa54QP&vjh?-1X4;CgFZBTDqC#+ZuyHog|C7k2<oud2Uq)QgRHKyNNAS1%G=7`9mjcQ?GQO>jHzma85;MxD+AQ`aLA&YM;RqdnY zJT{HcnA*Bt;~2!KrwW%;QK8Q--%g8BPy?EJ->r-VSVtMHGZ15KqEf^n*>}I9 z2Fdns0{K5u+00D?&P%ZxcyE0Z!W+fSnvl^XLq>D*=(Bi@wTjyG_xQml;?FT6c~_{AY&6Ab{slr@~%EUr%yJ$AVJn(b#5cPfg~;b*K^($-^ZEwe#2b z94<$&+~^uAkgZ&#uPO%8q7jgtuTa3A(o&A3YK}w8m4kX@dU$ylt6Gosbo7mS&Rah% ziv-P84xc}GG9(A#zK_-C%Ekk;jYVrmv6oZ%05+$CfgC)k^V|DpVx^hIyGNc|CMa(K zjG#*T=jv_eUM2RLgedmD47d3j>5n+6>9R{dKk@clQ2LINE)k9sqbWaZj_F!Q)H>Fj z{lIW`a=pqWA<(rv_26nb(3mypV)@D5X{j2%asz%eV{XhOb zf6V?+Q`Raz`WJt|&}01bN8QufB<(W8#w=xC2F=b?&&oDy*3iB!uwtf4?KJ6a2aB>S z`LqFs>OrN05xcto*W5v=QyO~mn=I8&`0?qJzU@KjkA-nX9<0(}kI1G}i(1*5jz*_X zFRsq3(M3jHnCQ78_#uE(VN}KU+pyn0n3O`@U?PIi6NMnKIl?28g?6(ZiBaly7IM&i z2CF&MB2JiTu7r&d(|zLkwpk4$b#5;oSeqvXjlKSNgl&dZk|C;-(BlyWSWFaT+jzG6 zJ{YdYqL@cg73BgYQ!Y%cxZU$L;Yq=E57v;Hk7xmeIKCzXX*(oCBKXpgLe%>WJ=%qo z1+S+@%De%zz!SIDVr*y$K<2Znec%786*M(MFT~t<&4TE8ow(*!o|T^fc>*oUz;y-h z|K%Cfqde}|pV5-z$S9W1@Oscs^P5W=wiU3oR!QB*keq$mPrsTaq}f`HoTC#%oh5lq zeftg!DWSF-HXVw&4$vl|T@%>N7i+M~C(7A1nxqgvfgE9T(e#(7?q#V zC6zy=#U)24d+yumSC0F5Q=HyiQ7}9)vbP#ltFUyrwM1d>3>1UUJf_EbO(LSIPco>K z%2JSI%jrhFDZ-E(Nnf&p5!A*>%QMFp$q-}lPuEm@VglW&uPITNu*di~yWKgWEoPsv z{*6Xuj!8v)6%o+q4>b>+TjaE1&AJ59KugBL)-cR;HT7L-*Sv~I6Vk4!0N(-53>T6|8jr@T9YptDb91@+f{NSz z9qvU1(=VS0hThI31T}6k3R(1PiaQ^P%Al4Ty_Z|~&cbEt^nDtTm5z~U%vfMlrDHn~RGBb`9k>ogMA2BDY%H z*WLtrIb6)V z%~n``;Bj@zm^=`M!M!s|26kikV<~poVQ|xd9!OXUid$Qeg^PduvU{s_FP+N>HvyWJ z(k3N%k7zy+p^YXptX43W&3E+Yz4HZZog=C0pd#46jnr1%<4mf9XWR^S|3K@k=1szzt&Ey7H8Wv6tKCM&ASmG(MH zQ_dt29pRSYaiS_XlSCBQg`VuLK|@|!4l``E?jL6uNS=9BxzQT-_mvHU{41%r%l&+a z=!gSB)3NVa#O>_;T4C+!i@wziHWzf|rzytUrhNb~_%BKm>8 z3|nI>>Y9HHtzK@9=t&oOV&K@;>qIzPqc?vW@ev4WI8|6H0xRc%A`uqxS9;6biJe{K z(GbVeBdMDuUQ!S)MYaA!^vd>S@rELHd4RWck^f7|OtPC!>44POQqRE;xvzZ0`diL^Zga(DvQ?_I%$YSc+S8NaC~=L4c7yD3vJ^TDF@J`rGsXD!&OCPr zH9CXF>u|XN{b~C6quoFO-53vJ=!56I@OA(x7f=!XqJmbp1GuvrB2bYKg6cYhd4b2> z-65LcAaQd(PGZ8QDBGMV0qL*#p3{QqiB1q*CJ9Q2N*%{V+}1l7rViQ8+`YXX458S) ztx1$H1CVDa!YscBSk0xk5Lqy1zWnOz&obGk_f8R827)%`44)Piv8m+8JWsS2Q!{N0 zhr=8!6w+D6@|_WIr%hAhm-a#h;2`1_luLO56fT81)>}KdIc-wH4N{Jj8eIubk=i-R zj4;8`6TDDk;|aeP->QCQH^r#2ZjuRvnQscZ1|;!)?-|jL^cpMggGDJuW3SdZeSUSD z>|O>%$`nAUWdtU;bh3-=S?NvGAiHP!A8YxKe0)?NLZ}mHZ0nm)q*cL~@!AYOUXl)= ztD*{F4)_IvhjD65Hk${!IWLL8lDon8ng#(KhycZ}M@z_%a;yNbdUj9b&?rYZ`=@8+ z0sn`!xo6B;+X>bG4E*kq`AKJS$JoX~>(`pp(Ga?xsJUw&7d*flS`R&!LlBzLJ|5f- zfvE~b;80^$bmU;s61~A^FNLMO#{)yx8tCcx4R_wDKFB(38n&vSEw^z?fP#VGUFU7n zwIBM&xuYtwQI+*!CIO(3o2gmz7Ag+znDkk=T`i*BlRSiVseE_AQ{#4C&?m@8cClBFgD65-N5c;s7^lXP(>S8oQoz6JQPLZIr~dlb zKz)H@xVKv2I#1Jtxo7DTcPZ4QW|mkaOzk&Dna^guXo9k&jmNQn^GRxsoxEkd_%$6Z z=4&WOG~Xb#K6%}fmhE3hGE9*WbT`$l|D%KMY`p!|wz=IjFd=D&+i@w0hG!l|O}x97 zyP7Bm?)q5XMHR=K)r;T{zz^jTD0jJUhiB~D6GPh`f7-ilM+t0m8D-EasC(&jhjNrF zv`Qs}qnJcQdYB6OA4l|^S|_QD=@KjIA779lK@;TBa)OW{IS#4DI0U*>jy9?k+JN8` zwiAjWfXa?%AQa#m>X)gTM~4!^1|XG!7obtI(Uk)%X0L=syR+^37H3a zDq*|QMSdxv??CKw1G}zJtR(WUwd=ZLmwVR4Y}R~;1Nf%cc5#8D^fFm1LeQIr@K%sK z{;(WniUau7A>jSfu0{mn2K$wNSWA+rU+DY`3Z4PAb`WT*L=X^m19*fDMf%+2$gv{3 zgGDL_i^%H7O2dXBsZc~@iXg;fZoXwqRHvix+N#Wxd5?B1hAoM=_!G?!fz00T)L=c* zVGZlC{@@buSw{6E-avSPBiSuyW>r_?no{ebv<`l%U6TPEZ!~eTT=g0j1Plu4ffH}o zeOjzX{0N%ZDNm-dce2Ue)rb{6iQp9^ZKZP=zxO5E9fSDD=&elWPGOq!K>8d?VMN-8 zq`-YrYCPl!f?zgUcA@qoR3JCoodx|3(~KJ`=(LKF*3M#s!;qnsnz>&(rT+=8af3+?mR3>4|!km*RxKUanSRAVwm7?EFHO?Mtw06T$#w6Oz zCfoR@cQ5gukABh40xjH)MCrC02w*OX%b?4y;8Jfu3}(2&;=WC5?$LWZkSsTW?wbI7 z2wk;9P4=lO7qaxhxUr){U37gT%bCOH&=ySVyygDHL_O4vZ4fTlp-}XjQv-=q(|$ei zgowL?2DRdJn|Oy?>u08BLKA4m@f;DH-$(k@#eR(f2IxV5_+Jm&$q-anH3Uq*!w{9A zKk9+i)~Sa!bp*UK@Hr=^_UJ)G6vvQmV$*{4?$+~C_JBO_TNjnF`O6GA%a_IiOy z>)9(Kg75HE4^>;KH`gXJ{f}OhOk+@y#A~f8bniF|3`-07Pt4g}v)cPm$lk4i(Zh#D zi%JU3t+FWnH)aWb(cd=*eDUBXZJMV4-(e-qqJlDsfTIQ0)1dac3e_KTm`NJ7yJtnsm$TE`5bSrR%PSpH$Q;FZ^`=Bz@zOrP_ZUee_~kkk*@^ zR||ex5PDdBd46N?H=C3DzdW+tVoTkh%}0NJTVpZqb<%@Y|0VyFcPaO+HPvuyaSpG7 zsoNHy?nuo(al3Z~2%X<0#QZf1SvE#>&C-RMF{c40Ss8ON)S%(QqAlUUo zVF)|Wf;#l+alh0k{a>bF1^yDnaLJ0#Id z=PRtuY#CS9zHsZnXIj{x8|Ly^*u7C-s9)EE~LQ=SYI_t3b%4g z`L3VmSFHSo_-rn98;eBnFC6M=7ekD#cAg3y}Bh}4Rpgh-c}7sM3WJk4DmMMFiRQGu7&K5p9sp9rn#XpjdKA}B#Es& zU8V2c_Rt{qas|AvvkR0smMqLGdCh%&PH^rIa*`qC>FK!ry-+fmuN&LHgbaPN$cvNU zmpB#+)j&9E%j6#^j}Y5(VPD1lk3uYGL_ddH)nA-wv27bjxZ@2qpd|O=rx%?LW79UA zQ~4K;EK^dl?Vtf$=mC`Vq{VwS`hDDYE?6ETCQ^YQa+e9kVsWR#wj)@zn7G0q(5Il- zU=)2@U$+qV8|GOm7pW4|jn6*uw`G2OOVymVWE@aIc*jz+jYen^;Dv98*7Hx;zSaku zT1%>s$5oA={~=$JFmMbJ0+(!hsY&r?k;X+1_8xx zd_AQ4b0nMB1f1je`a(yTcLHB4VC?g&+S-gZ`TKuP3&Rx&_;oo@2i~+%P3`F)F@LgN z+X#t@NhBd=hx!{HmrMY0=LyP#gM&9}Xk;&WU~6NupK@>mBk36;?t6H3R*pN+Z2^EE z2d3QhWF|DJihMx#u+=IZkJUh<%~Ugz-l4?p?1eCmk;T&bLTLgou8lI z#h>QoFj{v7&>b1nT$os1Db4=HR9{_OQcK>fQ-9p|<6LwuWFv_DNx-^G+QG! z@`xgBGo#~}CZzFT!fa16v6DEg!|icqW@gviC@*WRZ5QWksOF2)hA0}jSUE*r|kVO z0dWG6QCC;K4PZodE{k&PF$}cM$jGQD(TGO98y(#$@>WxasyJee{&5};Bh1SY-zKQ? z3DE~?|NU*yH=o5@ESdQ9@_G--^^8eQzI(^c$pDO9!|yTxC=)qM;x?wN?ULUUwJS<& zO_eVUmOa3i)gT}e!rBm`tnq}8X~78uIrzX0n3Y0Cu}XW&?=0CK*5JkiZW@8et*)qX z`d&vI2KHuR{wd5lRdA4BhES&#*>nB7l}i%zNQ4**sZH*uwDWTjEOr~RkoF!%_f7Su z6hdKL1H3_5-8MTEn!6-z4^M=heE34Oh?q{nR2JV=gej*RgqQ*mKI6|JGan;lxx7I6 z0;~tVbGi2%q3gQ+HHYv#bl|2A4qcmQY=lDspC*zwUiY@8OO6?2s|0wjMHNpW5N3}0 z*_Zi-`E>=T!ts<)H|b?e$_MFORdfEpuV}{X&?P(q#K-w;KkE*c?|=LEolLL( z^EF2#_c8hJx4!@T2B%x!&IKO%e{S3R_f>y;HhlBH{iuJ=*^>NgV}JPD4!19USUPuF z^8Y*+ERRR>zg<4`KQBt0#Qz-ctUbK?zhg+}DrH~ZSp5B&(>vnrh}ShUvD}}%?@aK2 E0p_7RE&u=k literal 0 HcmV?d00001 diff --git "a/signment solution\357\200\272 Markdown file, plot, and script\357\200\242" "b/signment solution\357\200\272 Markdown file, plot, and script\357\200\242" new file mode 100644 index 0000000..6038728 --- /dev/null +++ "b/signment solution\357\200\272 Markdown file, plot, and script\357\200\242" @@ -0,0 +1,28 @@ +diff.astextplain.textconv=astextplain +filter.lfs.clean=git-lfs clean -- %f +filter.lfs.smudge=git-lfs smudge -- %f +filter.lfs.process=git-lfs filter-process +filter.lfs.required=true +http.sslbackend=openssl +http.sslcainfo=C:/Program Files/Git/mingw64/etc/ssl/certs/ca-bundle.crt +core.autocrlf=true +core.fscache=true +core.symlinks=false +pull.rebase=false +credential.helper=manager +credential.https://dev.azure.com.usehttppath=true +init.defaultbranch=master +gui.recentrepo=C:/Users/kstha/Desktop +core.repositoryformatversion=0 +core.filemode=false +core.bare=false +core.logallrefupdates=true +core.symlinks=false +core.ignorecase=true +submodule.active=. +remote.origin.url=https://github.com/KsThakoerdin/CS_Assignment.git +remote.origin.fetch=+refs/heads/*:refs/remotes/origin/* +branch.main.remote=origin +branch.main.merge=refs/heads/main +user.name=Kevin Thakoerdin +user.email=ks.thakoerdin@gmail.com diff --git a/solution_16494105.md b/solution_16494105.md new file mode 100644 index 0000000..e398321 --- /dev/null +++ b/solution_16494105.md @@ -0,0 +1,19 @@ +# CS Toolbox Assingment + +**Name :** Kevin Thakoerdin + +**Student ID :** 16494105 + +## Papers: + +1. MCC Van Dyke et al., 2019 +2. JT Harvey, Applied Ergonomics, 2002 +3. DW Ziegler et al., 200 + +## Plot + +![My plot](plot.png) + +## Analysis + +The computed correlation between WO and NL Beer consumption measures a linear association. However, by visual inspection, the NL Beer consumption series does not follow a linear trend: it remains roughly steady until 2014 and then rises sharply, almost exponentially. In contrast, the WO student population increases steadily over the entire period. This suggests that a simple linear regression would not fit NL Beer consumption well, and the high correlation mainly reflects the late increase rather than a consistent relationship throughout. Therefore, while correlation gives a first indication of association, it does not fully capture the temporal dynamics of the data \ No newline at end of file