From 30803728b826f169abbfbf418a665befbe61d65f Mon Sep 17 00:00:00 2001 From: Aida Nikkhah Nasab <aida.nikkhah-nasab@stud.th-deg.de> Date: Sat, 15 Mar 2025 12:59:46 +0100 Subject: [PATCH] update Mastersthesis.pdf and main.tex to improve figure captions for clarity and consistency --- .../Nikkhah_Nasab-Aida-Mastersthesis.pdf | Bin 1619072 -> 1619100 bytes Thesis_Docs/main.tex | 18 +++++++++--------- 2 files changed, 9 insertions(+), 9 deletions(-) diff --git a/Thesis_Docs/Nikkhah_Nasab-Aida-Mastersthesis.pdf b/Thesis_Docs/Nikkhah_Nasab-Aida-Mastersthesis.pdf index 8c9bfea0c66d63478aea32631a5ac7106936a3e6..837e09bdf1f1f50039c73620404875e37d421a91 100644 GIT binary patch delta 21296 zcmV)4K+3;>>0+GeVt|AJgaWh!gYtim+_(|G&#&mC8n9$Nx~10M?9F<yL4a(4339Oa zz>(AvVM%O@(oD3!KJ}s=Gd&v^W0A!oS<kPE9UkgKc=+`pl<()qhmT)Q(IE<hJj|oR z<Mj|lc@Un@hb+4UVSGM3mWQuieDu#@=zUhj_j)*9JTvv>@sG#9F9*H;{_=nL5Wyfk zM9YD2K#)hLL(x6_cnH!<nrFnZ8PZZ3ra?;6Buj#eTln}}7a#s+9{vUYUf<@f^4(qj z<}%VT$+tSjaTKIUayVsKa0+AA@r$k})U7)D@j3M3Ao^*i;^8aNGhY7v=tr^FC|g-3 zm@9uj{r)I}Z*i1>!Fcu$eT9F6Gq0H8ilUWEzD9rir5QhdNx^`pAUUNm3hqZ?9GtVu z!B4<QQ6k<6#6O>oAXE9Q`hxB%Mbv7r+KyE}^8B$OHPtARe+$pyF+P#xr`)qJk9bA( za>UQ(n0e2*YjB4kt13oa*qsJs>PwKP=?Mi64?fsBzObNo<V((b`Cxzk4cxPl5GnU1 zgcahu(f?KsNIlb6yh=WS@7M^TGgdCK=GMTax=`a*7S<RBrRwX7LtTWpnxV6Dft*{+ zPY?znSVeY=%k2lW2`Z04cg|V+8{T8A?(3tUgdl>hd;KjA!$P6tNE)>LZh1Hw{+gjy zz5Y{;+VpU)pF|h0UfqAucc3=YbCw=A6@y0ATAu0tIw(61Q!z?}gUrFvKb=$W-+imU zSF+3WbZC!vxy@T0ajr)Ho^m6q4OYl5U~Pp)&OjcQPe3(bo2cq}!Q9vw!#MTi1?FMv z!@6x?$#3;D?+5pQhVkXRL;$mClGn7)>opV$rZwQbbzkZ=x^5TRS>#hgU9Db6*+`md zU?cO{V2lzBCTy1w^#dY*oiq0(g`?v&gB<WCqZ=?bg%M5!kZ(31DKYmlM8Y6LutQ1z z!w$(I<SI(3{IoSB(A7;1!lH!)Iim;JHCCz}8{Wu10;<@IQ@2=RDoz*VgGD)OzF{<y z17KQpw-zIK<`cWA9kmZ;M3<2WJ;bU7SGem3v@mJsJM}h>s5P5^EINB)+*<cN+b7Jt z7fqsvDVz&gLFNYX;wEr(ue7yFl#rvYrX?X?w(f*O$nCIS_n5lv$U(zvW5d3v8|L|w z5yUUm%nTJA_+L<7k4|Ean@SBn;!(3mU8ruKX9A%&1*k!r)0`tDg+r#>t)2a%Q5q#l z(-n!pB}tNb|D*ta!WG?HT~@r0aS;cU63oz7BkF91?{W)rv9o})0zW;qASq7^({&IL zKK_9rN6tPzh)^30`g1IJojNGGk05(|B1nVa7ca13azvM^lab+X2U?G;d7eSK6_vHT zvce?K$@~zl<>F8vN*rrLG}-ymXsXe&=~<PF0Ht6@fqut-hzH<*Jf?{!;;5q0mAlx< ztgYySd3Q&71_|JfGp}8C51bN^QuoRgu(E8DDliwxnqL2yI4P0{Y+kgJ$PYXWRPEfE z0nRM={7$tmYHRyAiJ=e_U^ocU`L?+=1&8uU5N~~7weB8922|jk8UgwU)^&?#x}_}{ zrJLZ1;V&nD%+iNAP=eu={AI?*w6chaPEo*&JXoXoU3mP2P71-Vn9zb7FbC}h5D6kf z3REslUhbN_OO9#E8Od}l-vvBFkHeP|#0sDgUER1;LAYROK==02RIXm)`W{44zE->9 z0a3tU3g<%&8Q;Z5CrC<lNIwGrQp1{xiIGk<RF^`39dr$i4_g7|mLqC{hGG`}7Mei9 zl{i}32V4MORC3qba7ts$siJY~a#*1zE8BI~agb?>aU_-64%1CKpF07yDPn+A91+DN zQ_6|-;$bh~gBv?016EXRtLsV-G52bPf`i5=XLgc$Q<KkOxw1EGhw4R@ERj%8u}j!B z#y}~5)u?16#_qOA$mX>Z0wyvNA{biyj*9TmTJXl@U<5*55&NSITiSkXEEAb_@)iK; znP;YMdO)WUFhhe~@d{uzdl>Kn4C2nY@>emFod{E}Q_EzEeq2z?69>uA#_~X-R5q_@ zwuy%ba;L2XRdEkSBeGKtLMg^Nea9TFv36;HkhuAuM&<fdB$le%_zDQ@a53TJ*f{wF z`^R}f4fM^2SFfL~ISEsC7rx36I>tR;-eL}`@vC0X%U4v(U8^P80T)gCEQ+?}hdaQ0 zn+E56ZESu_njc1zx3AjB-1(_d&)Nty;~PS?v(?tkN;fc&)FRie1d0w)dERf+xF#Wg zY{cH67%P%E!RJCRRFt-z`GEv;Yg&Ri9GjlG@zLb0;y)?t^dbJ8Cy>%r$}%s;{yEH{ z5vq6zI~OAtYwo<wAa`B)E{by`2z1W(B9b9Lb;eYXQBp$Ey@8KlB|`dahx92*!qM1i zyEZ0J^Jj>LPLAJqDQh=P+dFtgac6*k1Zj9-#NcAw0@ZDL1#nsCthCg_gx+r@KK!op z-O??whTf_Ou+OL0*awTNC=wS5^s9&w@J_Y7X)V$T^a;>)`WAGln6MUWW(M2@JctTj z<(NzmmFW8AjZ0TIV3CSmeYohZSl?T_;2>ArQL|I)yXv*Ym-K!U{UM7KLMzsPPS71o z>#?cuu4R$lW$HJ!TP|#LSyui3hY)F75XH$PkszV1sN~XZ*g5M?R;kiM>{orm2oOiE zg^Av(6Jb@psVCjKW&tSl>WRX&#<J8v;kQrzHvVzfF8*1n6<(r{-4t!RwD&t1iG_fl z=buTSWZx{y#j#v$C=Y;%ZQ1&Nd<XT5z{J=F%kc7su;wNYrdYudY-86(0<RsXQf_o_ zxCL8b8C%ELS<yBAz}r>OpHlpo*3{aub0EOFmYjR1_`eQ8jE(4RmW7)v`@lR^kFPY2 ztZ4rm5|g;W-j<VH(ThCjDs|160<%qBLJ79Nd+nl?*Jbr;mfusO<rR4==S}OHKrE*F z-^BRGj-d<g{!04#XI(h<lm(|)eil95-So@j!~Xz^@kZ2_p-cu7w`uzW^tqRylLsk( zwO31T+eQ$+>sRnr3MiT7o6OCQ?bK~jAhpn<NOD+HD{^6qRLG?q<=1y+XP2S`B>~zL zI*8oIJieLvX2_h%Vb1FXGym7C#f!T*a02ERtO%Ud#tDMLXG!8@S?;qiaaL>Ry&EpQ zgfaJ;mrqr{%-wEm*UOKqUnfE5|F^4uMF0=X0oi%rC#jP}A;^oIa=ZAn@L3*bxjry^ z)LT&;GyN8(X=s;U+;1c2rdzy&-?=KQ$1{q&nI`RDRLuPgqudXQ+(}sOCqY2|-N|Z1 zzr@lD6Xu3~`0~U(=e=IPZI$SEy&TNB--UWcH2NoczmdG^`SzR0ytqpNlfW;3k|acX zJOn(5BgczUKV-21+>d+%`k%`%cE_d_J%5yqR8kD2O}5MLST&qjqLIk`B28md%s_SK z=dpp{MhrWtKtvQXSJmc0Zg-8?idJzYyO!3v4gKpxcpL{suc$tA%dwa0fGdH!6?`CA zho5034P7xa74Nh&Qzw~X%cW6&wKsk@f+VVr*16f{y%eNPn+4u#w;<X{L2jv9i{uJT zAk@lcT+6n4c?J%o&Jmm-_tOk=Dr9~fha~Dl7_f6d^VuD^!Z2g?;rn)wYte(wG=iHf zvu0?uXQ4<j@~ORg3z&Dy%so&-X08r6i0QPr*e$zO^}JMFZ#JH#s_ChJ5fx;}mSZ6C zC@)Jf*i&^!i(5I2I$2;5A}x)T5SP6K0XkY?3VK1Tbz#dr4X<ZxJps9qrR>I`IS|C! z&IF@dHL`-3!$wlL{<i@42t6-Ip*o9y0r=H22;KFbx248x4JH(!`<6G)Ttj~e_dN2W z+zL1zrK@W($f}(S!|cO<|Hs3QYfuZoujgxtwZR+OJS_uUIV%GOfdtP2(ONx?+~aO< z<89T|M732-$dk1v!0&1~)R4=BHwUp1Q1oybhILQ!y+;$DHD=dy+jM+A{J%kYD+fqc zNPh<Wsww1R{zI!tiuhPMW!Fz&luD-+%iW`-IZzD#1o*R;rLGfymXqVKJ{$%mwq{Y) zT+wnP_}+wBuM1jk=VXpjcDnXj+SRdVcq?;1Lw!nO#P7hD0dDDk!0%z)?X>$@?!Kxu zErwa<UMYoPz650v`*9RaMKQ|=xMwf`VT$*au+JI+*dBCV9*ZC|P{LNN7uP3y!(<#p z35`SA$P-{#r4v_wM`$c5J>iTYbHgLX(35mN?Qh0fcq+MRb&pFpZ@cs{6jL&oA_#;{ zePO5+TiAK5un)(66sOdO!^{seY{Ot!oZ2=VQxjgvt<m}*`pLo@uJ|J#>??1L4fidy zNN7pT`1$7gJ3SaWOcCUy4z+lLRRC>&JyQ@S?gy5z)x*ty^#Bh6otOdw&)p8FUw)a; zfEybfK-e3gTTmqMQfsz9jfhl`xQA&EDn=)M*K0<DLuiDLp^d;XI#eD^B>EG&1Cqxa zh-iSo4yI3wR(J3V-C00E2c?AISOj@<7^EezjqM|+V-|3(zDI96O?#qm?JXn&;!`?} zp#xiW_%-%_84g{3lBbq$Kw6|jMH7Mzr;)GG*o_T00x<&g^wbiQ(%Z%ou2e=sEvwq* zvgPvKsLrzG;oTdrkxwSSjv=A<hPTzoE3=Cka0lBV=9b9<Sbm>>^e24LwTxW*Z5dLX z7-1WjKujx|PebCHvryq@FqR^T<zf1D5-Yw&VmhmT&vO%WV@ghrP2ioU1ZE#SX}c8^ z2L_loKcsVg)#yKj0u%JidrShHb1ZU`!F*I54P29FN1GeDp#s5Su5666TgdZDT;il3 z>%={b+f~nxZkRz4p7t;U@<x7{ZK{r(9IWX!C13Y^0~S+;!Dp5qvDD;4cA<o@lR#@A z649l90L_BN-^No!q;O{2wQ?dQc&B=RqcGFpda3zGZ%m{BZ<-X~)CnnIZ!@Hzn-I*n z{K-hpp&sc74CGcOMGyAYLYXlGkJFrGC}PG_yoC@qI`&bT8)zaJkqr%Um`&h5uw)v? z?i~upbGk!u{DeXR!r`yTh#l}Qea;=|sQ$8lf&Us{XpC^A4{tL~JHQNWX^#VpgW^Qh zHudlhr5+vud#l!{qPXje^(hgX&U1aW%p&)1z$AA6S_Z%`S4)`sSIfkG^@~Y(__9TZ z4C+4(v#KQXBz?U>TA$a*ZW;*ib7UG=8=OMC0U|9fGkw!lXA|m4+Rr}g!JjzuWBBY2 z*Z!mzFWs&d{{YAoY`~YHOa>E&8@vRE8@vUF8@vXG8@va%8@vdh83Hslm!XpfD3|5c z2orxNZR~Y6<;vle<8pcP0L^eXw0MjOQi}H1r!Vjr&2GG<hXJ}9K%<YZ8&t3<H^Jun zn?Qcw-ru}=7paX3{5;6j=Ki=*D))mp-lS>f2Rh!|A2z>wdb^8*z<X=<k7d8jyl!j{ z+yC7EZQAJa_q+QW1%qItrVW!w`C%4s_RW9I?>BywMM+E&iy^VHIQKJ}>L_sJH}9Kx z^KEzYFZjDW%N?|HC+!wT(GA0Vc|#p0eiB8SM5TU~hJ3?!RXO6#itSFvfv5fGo7Dw3 zzY_iJ-8K!qUqC4Ge%>mjy}NA^diUGd`^#T>>0MoReKnjKo_-jLv;Cs2-n>h|N|Apb zMu|rK;2x<TXZdCq!hN)Oz>nDn|Jd$S;60(LJq%;-sVcUq_spktNB$j7a*;ov@VnkL zyahP6e_ZKGw#)oHNg`A&*z9!ZM=D~aK5DJ-9IgKEIUsVpI0uM<x9?h8*}<|1sgI%^ zID<xwsahVLPsSGZ7AJ{UnEi>#Rf~VN=<27cEoGBdbn1FOqv@Pyf%s7eK|K`xByQ0` zK8!QX7qZ3jKr{#58v`iL`QC>1y9f{!`$?LBff7GRC2y2}Y0Ye5O{M%ePk}?SKcA|h zsKFN7U8t0I*P8kTOoJO-cp-%oLhaUlv)x51B-KHh){^Ep3_RGesai7>!g^k8J9I(I zv$`m&p=yB5(hn3|VBD@H`=HFw8?c$$^K7)j2)wbaI1H_+nP~tOh*fvnUFz+Dj@H|W z!Ydm-yX)GujWGPlEIZ6*<pAg_40&HcnC(;+dLO{ecySzm!Iw_h2vdI``eDRS!s(@k z)$qcMLxGM5N3oJfG7i1I=#_+z3%|lEA4YqIqq`APJ=EU&_JG!*9EIr@+=H+lrz`(t zbG+kX@edA<V-NO}O<k^wST_zlScW~$FT;L8JDI1->G<%%zXo;vG&#cQxAMfHLr3l` z+n$U}QL|?=SMK(9joW{XsV5_$H^4Jb=&m^T{z#fcU*VAV1e}E(s#1b9Od?6)B=-Kj z%>oP>Qkn&>xJGL~&7*~DVuDyI3%DJwZV4V>O9x9ppHQ1rV0L5LkwqPUtz7Jsi=_N5 zbt67n5!skg>>AN;<(etY*w<iYyNpek?-BTY*&_49z`=TQrCEQ_*evkiOo<2h`UEgR zdnryyjj3j;ngZd#6q37I#<hfla%Ei4Y56C+Itt^euvTuOxtQJZ7!a0<B%OtVdn&52 zBIH4`lvz{{fVgV+gKU0U7y!MUiUl(lI$-BOd;bK@wI^PMxw=L8k6CRbRP7ma4u=Ob z7#u+fX%9tTl1hK%`asXcfTu>lK(>3vgeGg#o+4DqS_pswjq}MFmk%B~9u3cIC>-13 zY<ezspvSTT?V>1?xV=*Ee_B^MtyjewrT`q^UIccYHBHx|@=@TGb@yQE`h{6T52!pT z3WT42{6SXP5xs>YBb3JchR{RIf_e@oQM6^%79#dBh=YHvLX-i(@=IS1{+=w{l{L|Y z_{%l{R5>vV7OJc54W^lnKtiAtZ1W5ejh8^OI0GW8E8E%b$U4_%ICgzQ4OKot0kVFW zdIFkG7QE#Hr~m<-Lmmn4@Dw7fJ%|_tX+3gs0fVi_%gn$M#$_f@U&AlC;>w*@j!`K@ z2V@&n=v05YX(V=iY2d~LIk#AmQ*j$I(QPOVu?IyS?}^mAx~@$7i6^9*?dnmw0+7Zl zps|u<ZaILAiOg$GMSZqB#F)lkSJzmS${MjR?_fKEsXeyMSMFT2c65Dk=qw2Rd)Jbu zwe&XKfGrQlFcMd233G0<BgpHyxkS1+2S$@iX!U=?Z_;#3fdh;2YRI1JH?DI{0nPX! z5aAA%mi|71Vxs5*u^eD&KhLEuu7E1c@I8w^M-Iu+QYwWUg!ns93yC8uEhLVYumowe zfF)dVl7X4ue>hzOHE)&A(gKUPK_`@{DdYL8o*d7(><iW~E&hGG=xE}EgYU@QP@J;G zfh>PDM$(!S#>~C}iHlwqWw}5lqCRcYF$b&Ie_a9~!@2^;2ztxy^;Db?5?Yp&rl{cA zsufD-D=!0C>Jdd?j4u*14yR=;pe|Q*3|Kc#o}MoA*?_?cr}AVKI5-bc{XkF(3Cp$? z=hD`4dc%C`YiTx^$3ljHlzT>O*fEXf<VSzre4rzN4>%d^l;AnL0lBuAnhC-kB#jTd z*Rh8jL&1%Ed@gVh2vqJKJI5D(jO5ZCsyz03(>_jAyRtzvL0TGm@7+!lY~$*`PrXl# zPZ1ROcKH+`BgZaAkiE)OB(Qzs%UU$)bY=#&VxZS`%pY4eW<kJ`3Xr8hA1!sFI9Y$b z+O*CDg<PG20fyI~@nI0-#hG@G-#)rWxA6iv@crOoA2<)Brg^lo*NmU3lwmC?Wg4#d zsKeD)1q#+h10IvjAULk|GK|WAUq`wx3~W`lLgT#7SIL)fNoxnZrR&0x`eR|odXO;( z1l};w3ur{%e56@WF@&Zxh53WAbJl<6+z%vFdn?hit{$OdkmhBvl9W!SuNUrNc5(6P zN(kR!M0HiZWiS}x?-^dn0Nw;3IG@T9PA(rM*f!>R@#Q6zvW+9UDLsD*;W6gJz<uQ5 z{H0}!4C0gK=iyR4s@P=0Yb^{HaC}X20bhOxY&!QffY#TP8m65V6z;{j_y~Xcz@K`{ zlSom(U_VYmhXoM_uij*@!8LNvr<S@2@G`ZfoK&IC*L4~KJtDp<mwH`XLB44Db&o8O z$*;X!iO#P_ki7Ep1vY~&19A-MGr1Lb?sw7y>M8;n#}6>b@1KLyMK);nrqcm-aiJ;8 zxeHQL%cNZLt91*;3x^Y<hWmeNYF4{<&THJSsdd=Srv>vF3)eA!@j0}zi?5-)Zi+(d z&g9M!wZ00ptMJx|tL5BS>3F&T^0;QnCo6t7LGJ*$dvMBAOvLB{RJd=%3G_~sWYyf( zq~41hI2{nLzj>12Y)#~Mvcb{RR+gCB@RKH1`R8AW(1$~nF8JX?m;{#--v}aqD(Oh2 z?MhBd5!DiCz-<dBZ#aQpSin%Rl`W`$gWsldae^XXj4L;F&zPqfE70@&Wo!OGy6D0B z%0Al90)l%b5}edE6~X!A%-k0UMy)=x$nnz$&DB>HY5AbnYR&wO(|v4{e<I+H;+xnd z1zu!uUxT`yFU+af9%j|}UkBG4{<(AcPbY^9QR+up{^yikUHRSp&Hn)SW@Xfup-cu7 zhvDA{x8dIjbf%ZGmk}v{wOU<o8@myG*RSAX`@$t>IQ#&D3*01d8lXjkI1jfC@*vxL zebvO0Axll%U*9up=|<nCq%{y_xw}K|?9AcenWcS<#u*=z@hmuILy2%KCb(>Taz+IA zlQ*&GkxXWfBb$PsPr-Qa(J|pik_J8%j8ybiG(IrKBaA1oA%by#^mvlPtr#(kOZo_O z?Vc6T)!~=Wod~xxM>JquJP(L4meXf>hepJIgh4&J6I>!+w4psqQm1edFoq{Ivfe_6 zpkv@F1$_iwm?FCYaY7>pT*lSh8R8`CJ9%6wq*w4O5j`Xtb}8$qhAG03i(xJWHp#FA z*aX~)#Sict!<k`!Bi?XPH-t>^I-sx#csv@xgy7XCn;?P!;3Pzc7~*Y1#Hb|NC~#a8 zlXPTcEEIhmq()rQTWrL8L<>Lhh>u6Cg)}}$s}S-?$c}JERFNGK4O@auO#0p!C%ZhL zOlZJOL;?*2lMosy8aBMPbZ?Q1i5@9JkWB2t2InGUctp#8#GtA684U##VjV>@SOOZN zSHwhpK|~Y{M2j+vBf3&SBYTap1LQD<_jp!`01={=oMHzL25RtvfL3ya2A<d?&)N&O ze0FHymLiVvn4|&lI7zH<z$+!zGy)_^Fa{&bDXK9dpWp`?Vp8&9z;Goc(JSbco!VqH z6sv$=%0;h#6a&n{Mm;Q9uQ-z(=@m>E0?Zks16g`S&=4NHdNpW1J>Ivb`E@*=%m&Tn z{A$*n|9v$6I%r-`rZ?^Mv%~asUz)!)@0&NDeRncwKDO60^BEDgPBi3VMWdODO>mQ) zSR@#BznWLCOmk_Pcau*O)4Vl*x&C8#KWnEp|JD3|^2-4KdT@h-4WxMSwx~NEM@44w zHc{H?#shkeCS#kee*s5gwu)8_k76s~DJehW2leQO6e~&`LN;_vLN==-G1y3Z9GPFO z_|j`smfmo-%5f!FOnwlOb*a?&@)D6DAQX(jRBTa(;bettoZ%O6#s^C{V!5zcLqlv! z_BGyrg#Nwp1!x6hGQjMxIAejcfvLtDc>!-SAX{`bL&CuIzC@dIl{c~fi4ECdMb}`! z2TTloV43-uiM@uHw-^j7o--d!^V`4vZJsC;JPryiP$c8|w{KsT#ut<EtQ+{E6B19o zF2M6;(L{&nx;A<=AEuM*%NFjM=EK_y(|l@wf6UC6^$2_z-nN704F+z<vj>HmcGvfO zn9Qfw?L#Mgx=a6PZ$`t{lOLvwjFgVkO;(WVwEZxgVhE%1N6mk}pX#kY-%qj?Q1Q;! z+p;ZBwvudeb+$2*b-vCP(gr}5DqF0>7NTrVHhzYEEgM+TpTc>1Hqv%B<lJn;O0;c% z8<!{JUHRAz%{_sERD>u#D>6)5kzsdcWZ2i^bj|h|obIrNKvu#y22ZC(Dr`q8oD`|% z-E=a)@2ZsUv?I?4_@d>Cdbn_;^J8J$TsEJk!|}tt4t4!#nm3ot+xEYs>-OWj*QR-I zX483lA|*p^uTXNpA_;+oVkBawqLg8OXSHAmSuBdC-P&_BYb^vQJS0c{<_=PHgPgTE ztDi2b#*~~DsPa%8ROmCt%efVxf)bS3Ikf-VKd=6yA<-W1@3h(shXDjDVCKzpK$2}T zlB39oq--H4cdlv0+8sk$92eKa;=1_7krqc@9K$N|&Ry0E+o;7<&?71EQ8#FRNe1OZ zyUUl~N4N87d#*s<fHD>)flNoCZ5;~R5CIC5nNd`(r<0(3o=3zGHYh4lkE5{DPYuO} zu0Gd_=8#9j`}u4_&hzbLG`{W8BSKD4o(nLBqF&kGDjG23?4DG04&Bb-4e=Bl)PC>J z9Y(#tnZQ0^8w7{}Ax&XGr3LqY_WRS09@_C$JH17W^0=LSpG?2@r&9}|v_gpwDth|P z1(^zNWE94Z{b4{;kI~TrCM@b;RZ~co$MOe~0DNeFbSAzOx_KNA??%@>x)YETEY#2- zNDhj=kP#;8iawG9$@)4Se!u?T<5$Hq^!$7}nmzV7?Y)35K|5G5vaSVx1T70lYXKHw z+3(iukICKe0ijB>c6hhBfJv-ZHEXs@m5c%_a+NIyltq{Y$E{vJWil>jlY6UWlG|Fa zVm@iX+N*qGI&b~iKmh2qB%LRyos~^;vR*&dV*dJafM!SI-@na&+*~QOZRS6gBLvK< zG3nDiC{=M758M8!Ur+&mQ>-*rT8KWLEOz!lXIlg5moL|g2FlxzN<Bj=J<Tghy+Vtz zVkhMkAgrT2%xZ)_fC5wE<B@gtx`gCwFd%3m)}>C^bU1h6nRRIk;HlIT+^Q{fac2}* zI=Oeyc*$@jBCS$so57s&^6*xI=ttt0ZFuK=ro_*wPl@gY)QG8n!BC#M1L9+_Id^+m zHa#b4!X|X`G2EEfxDgT^ikv+J4Ij2$(w*djIY*VoP~3W>&e*9umpbE+yw!c5I%DLQ z^BE9609)O)i~Yd1Y{9mqQ((IijgsqGWzF`Pk3l<ZBY>fpuCWz}!%9nlLRD>zZEz8* zL!Gy(mN}F<TkoxZmpXsJVb;02arJw<78Iv{f?N@r$|f!>Pjt&xmM3@vw~)CPLAP$x z@<jVA2N2!eJ?kT#?gDQhSa)pCLNNOyzFch>FK7kAPq)Y`jUncCz+$Iy0E-uwDvf=x z`j-J!#+<UHT4V4}x3yJgOpwDl)Ea{_G9O8tryy}vBkUv~-Zgx#A@@|UZtoHCaeG8e zc@wNh>=ALz9?|~+C9<F1w~CGmUYY?mlYs*%f0dNqZ__Xk$KUf;_|cY#cXsS1<_#F* zhY%7|K%k9>tVx?lZNlml*8iT1?UZEds-a4`>-l_l-^)h<vL-;@MG)-kJi542f(YOS zj3D`n2w^yAP0}>uAT`NLazizXH2}RV`hvw$1AWEt(H5J7Z7lnle>_%vY~SXQKnI98 ze^%Cs<Ow!gZln8%C+Q+JE@R@lBOyR@BV9l%$+K)cyZEqOkjpOmg1^TN$8Pc1E}ryr zdJ}U>uNHzEm3h5a&3eCM8Lhlp&Be>JD#?w@yT<&K-tQ~hvpA6{ebepR-g>`VdHePH zQ;6Jx1{MoRH{IGt?6TNY7#18CE+xH{e^ONb=sS~&#>GPuF1zu5xu>m;O|ZCk>dy9U zv8_V9Y0HYG^kGmzRK|^1;D!>emGO%Ey1<#G0Xj4otnGHa(^H0c>up)tW!08VyY~OP zVTQ8WF>UAz?1r2aZMf6d!v-@$e=udn>0R-<!*TxDX&O51etU--0gB~(@s+o~e;eEM zA-fBM6iy7xb>J$CUDMawX6fIZTPeem{C_!>QX&yLaH>R-1Wy0Co>Kr%rUo@3G<`my zlTK#{l_0qW@dTmrS%iL`E_irVj!F>pTUhWAyF2*U`)(hy22!Q+evMHZ7*#4cGKv>w zjAH5uMj^cIA>CD)j}gw0vf|)@E_w=B&zK(JL1)I8o-sB}n=_^ZV|rxlJSN9=#^X$> z<Z}FM$i>Oa$kt!0{zq+>u^S5$hfOOBhfOOCw@oVzC71#^HJ7222Pl7y8QF5<xbfXz zp|?;~BMk}O$x|k?lWZz^*p0U;shvE)6fL35LrakMDA|usU*IJ=Nx5tS-9UGvZ@~WU zyz_T|eDLM_>G9#?mnhf;{xSFSVE6dE3xfRU$MG&rv!k!#-Q#KZvls6VvG04Ib+7ja z75m=r_wc9D)y*2a|L1?>pGS)8?{|+60Sx?IFj9`=@EF8uSJV%`JRHL`Npo5;8xkrA z{P>tF0>qIzW|_l%{Jze1pWBBY;AhRyaXUD6hZ#RQZ<ueLHxAV?^>aS&7jquEedd*X z+V~j$_P?HT_cN{gY;50|r=d4(vp<A>=C#lG&Amrcmkjy7>C1m^e+XjlRacf_pUVD? zxuss&@Q$B;{0k$0B=9doX?t1z)dyqzJBfLrC4A8~Cku$+xIaWm>U~uz5RQM}tH?X( zZ)~YulpXUR0sVx>IFj?yS+DfhmJRVqBCltmlh`wBp#h6h07!XHrXkJ@HVto?iS+>> zdFbipBy=xA_8))yC>O~HVK41I_1^4iSu@m6z{&Se2E>3?@g)AnA?CV5lb|8+D}GzG zXWg0pQk#MSw$N3%2inI?1CzIa!jdFHXE`|Kh1oI6Gv;dtdo_h=2VuD>$8+1sVCdjr zGBM37>AW{*jZQ;CFh4jOIAj>!Ib;~5;E)jx5}2pnx4wS_B{PC`1_<qflfdML02PY@ z<j$f16D6;F5w@`}!iu}25z&^Bnx~cS&SWSQXXH2P8J!^vy*Ds|Y`@5om7gA*8X#6< zF>$Gj3u-P~d#q{B4A=Z=oAOYbX6Q?vFOCZ$sKjU873H<(C1RnB1yXSeC$WM97ne<M z7vn_G=QDrt2h)|7K_^L&Kn+oCy}@0UR&8@GM~=D~JsOWIo)tn&Ddl^75(}ZNGUYw) zlhA7!qtSm_bK+UmT2=&%#h4l*aD<6?xUc6gpH=y6)zi7eU{xw{nnpqx(KxVI-H>TM zeu<M=P=H#F8Rl)0`Kw9-UbKju=$MDftqFahIOTtc-vK0aVWPx1y1tH1gF=nc29t3` zLh=}u#K%mjrO({wwjfVM6+xa%mO?N}hCuXboaZv1Ns3lTBbQ)t(L9aeV&YY6NQ;ce z9E5Pq(?t#<;<MOLK8BqgIx-qA2j}Q{9h<bpz(K^toG*vxc}O<JZQ(|u0ZP26zlzf9 z{T^OG-sgDSpj{CJ{Hw9%sVW7*BxA484MW7=1lrbDJ#rE5<yYk^)?;rd?^U;boO|Tf zAt}@d-@ytYOkBi|r_1!MoazWyHX6jUlc#KG!kjQyfE<3IxkxJ&36t3CNtbKK4H<vd zFW`%TcNUfQLW!qWJUf{H`E<`iCB#}nRJ=+;Ao7OhRCcxpRZ9Q^1^rb8Vc9hz28Sk8 zNKV>q_p){BzJqOkP`q1R{$^?eX&cgTlyN$bBn{$VR!U$tMUt~ELaFLU>7q^n7#b(c z_h~p$12-CUW&S1lM-XpFJ@N^zMiGCP6F{EWV`z=$^hVN&t>)}!GA~<(D03~tR#CaH z*VwGkS4qkNfLI(xi$LL3o0XGxUCP?+a%Z4K9tHX2@qo6&`8;vwm`BPG3EhmXE>LYw zMi-qZ=M8!gT~#+m71dx-$}s{r+yYB5IZzg3=he}vR5m(yw$2G3m^PPgM2~+p3^twh z)iQKj8Gu+R`iN~|?EPts2<HMFW(8u#p##*Lw%43|P}r+^83kngk~HJ~uhe*@pe%Jq z5f#pbz+>MS8uLf$Fjb=*c%KZW5f09fqdep&FCkZu;yF=;Q{>9pezC{(O!L$d&U;fT z{8NU!=VJPsqy$+2wF+VuT0?)wX`ansT2)*6fKCq=L_TXa%q0LKZXRse<KZLa{FM(+ z%jihBQNH(e7uRV<LV>6${YGP_a?!7bQXj0c19cyO)FO^8F6_xeHP#eltL=*wk@V2F zwI0(F?ixr<Crw7%I4<$a#eL2L<v^UfsEZa+hheLv@>78VJo%#KanXMc)yWMzJ~`+7 zM!=X`9lsW?i49SSJ!J4|dgCaO^5I+S<|ce@V9Q$2PHgbr%5WvKTm7RLMFq1$uFx~E z0*;AV3Ut8I!B>0>3Q^5FNXtT~XAn~OHs8EV6~BrFafjs{Pr7(H^T8Y0<NDD6j@J|y zLN-zwD9Gf-!I5k)BL9C4W`z`8SOVJEFzv#mc+n#T^7sN(hH@B;#jlDN`)+x3tzMRR z?UQw<oGA}6_hBDo>Dsq(A$5tkL3h0=P(V!D2(jkeNOOWwON$$(Ls5tTFka7>J`w1d zzo)Wytrazn0IH$P%C&SR%6K8bCE|C|hP_uH|2h#;F{GsyQdxiSCN3pyYm80{RY!Ui zSmwG_=uKoJH;pg=$=2K9MuSwTRKNsc1A2tgadiC&PB!xE$Zbj@03vrLZs42R2xZJX zLt_qGJ~K9j$ynu*h<1SJ2mD3#lbcq&iXK6L@gEewfFNw)Asu;X0$wU|yMmEO5rFT) zRg+bNL1i*j-lu<?AgP6YzKvACH7FS+(H$X4PFsyIo-)Yp>t>MM*G;L$*eQ2s?E=*D z>Ow=mE7X7lRB1zj8t`2lK2K0KDo%BQyJo|6zk&2Z{SyFZ{VQ)-Srdto^T58z(;ec* zgA>(mvyl$-c{;?Wh8nI;y?Y3uDlX3^LjzR=dLi&V*WG^xlwtT0WA@TRFCJss#?p|h z@zpIz7xfqCn*|$LZl@F`KbGv-+fM2#@umk$35xM*?;fO9^yxXwE}q3+P<1!=CPfMv z->ckUm0=LX#SPDB$dbgByIl9~B{2^Oyc)TEbS~|#flf-I4maOkB&nfU<|6e!b2B=| z@^U!7Il+IBlP-cx%`$gArC0=w4!L<hC5*eX@B!SL6=L4ZNk*N9UYLh;pB!Jmi2eF* zjn;JzeIJA9Jwwym_fxVvc9O4-4FGrSl-exmz%1p`#PxHtWiVtFzyO~VN*RNs18qv3 z6#+=4=c@UR40CGs<`k;wemf`gfgeqv>m)oYGWCC_eVRXY%i7p*?I&I7rkLU*0<)CF z3?`vGaYpk;5}dk56PNG<Gypq2zNJP}$4?4BM6*Vl(9PwJ?eYc-lnZ^;Pf)QqrlaXC z0w-G5R3)?R7);mu%`!B*^T%A_RUEr#NpQZ>IWY%a?453n2J_qH25DmBWPNpv-TMtJ zvcrGXMTDS)PrUV5GNZm#hLhO?#Rq;v<@eH!-gN3nqr0et`^oqUvQ9gAFY2j(lMB!N zL+5=rFg}%p%Tj~at?_Y$UZH-fAZno;R8!f*m~po%=(r_!UF2!UoCIa$HR)vVTC{1{ z^8mF`3b+5xJsA*VWlYA%gTd1X2EmqkhEhGxZaUHyBSK(yx-KOo;mp6Wj+%HYEpGYi zS__`7lY6pC(eM7dWcJTBIDeELBPGdNWt+Rcdwlp0>T123m$4fQ6Sv9D4RB%tGBB6% zy%8yY8Ow6xxbg0<P~}8bEDiw@6q#ElyOT^Rhh*ceN@^zun4%@d6saXh&v^6m=@&p! zmQ#C6>A(iiXf*oWP_j90lFc9Q68V07xcl%aQyZ1UWm2lm!_!9VG&UyR?Ds{SXtQ}Z zY<`MNoNad|Nuuu>HxA9?G&X&=-D#6V{S$wG|J1wDG5FECdb`_42f+}`AG_w~sTTN$ zzX<Xl`fjw<C>#Fu@aMqX_4oUSI|V?pQ5#dnMi(1n(pVY2sm^yl-^J-Z-<O220BK37 z#Kfhh36tr#DE!)o&*yUUU4QpC_+6jp58KIUyTx%NxU^gf&hwP&c%PIkw@=M+8n#7$ zB)0}J{_cNXaq|=5T}e63Sjwr19-4E_GoQP$9=1DWq8HmbUj0~)U-`6sRLf3~G%x-@ z)1U#?6D)m6OwtJ2x#^~{b}*%4m?`$r7p;|?^^dL2qMiNL$T@VS%MP!y$%?pC`DUlU zY%;kvt-HFzgH)lTk+@ccikd5~aTVEr07yrVO-BrPR9+U&coK2df70Z)VU2d&!>}}w z?GAF_NzVJ{HY+{nxZqCxb{~BeYJ#StZaVXAlJ!L%VL6GA<E5z&UdBO~3oEz$Y5Suc zn(=gQDxPqaZR;&ii*H&0Srdpd&oeZpofm6rVw300&3K}d?daAtK77i-g|j$+&2o*K z;SykkMfv}9-mCinOFD^Da2{gm$L>%MZUlWb-4RugdR?S!B0!XwR7DnD>=&)ldgvS@ zAk+9gG1CZs1xYu89td^p4gK&egax@dUy$E^fb&P*^VAQrb^xnwo?Zi6&o$V~E5pv4 zZd28cOb%{c^X;o~HXw)zMhu95=;*uz)9lZ-ZD^m~XKbo^4+6e`cQn5Q#3k1_CSL0S zI6T{~5(@&e08PDm(zbmS0zi=NkMoDMx?zUY4JaZxoO)cS8!-fvi2y2iMsR`~_d|+l zl1G!62f}O~2q6`cUYeMwTG|RoA=L?p$2G^(DCm{#7?2ZraI{V5S;R4a*hfE;=Z!r` zrW*&#SH;sjV@q-37!B*C8DC}89j-_nniur3;ifhnZPbNGvMAOj!ArtC>jTENf+Z0$ zXf8_%3ayQxllB~sis)3g7g;!gWLlIC4_PCCat7sj$|G|t8$_!_^uWlls~LnZ3?3Z) z0&l|W$-XrG0H%54&KJLb?WGZCEi(+>lYMM!9yJ|Vr+6&HVRk22xilU78YnGnt{^Tp z5Dj^>@=_Rc?&v9PvYTmC3%J<;(LNAC>Fhw`Uv#1>o|-@z9-lJ-@&*olQ<uTZb)K@5 z^&|Q|@}+ag6zta1z&ZycvNDK5=zhA4KH(*C9&P-aJzqGyBLg{qGQeb}ZgP`tTcLq$ zGqiLp!X%S|1@B5Y$H^Ne-=-Xxd?MAH8P)O}>J}JTUbx^3pV)4Ix3eW~_Mo@}C}OO6 z#4H2rj~%MB<=GH@?>QiRJvG&dm#Thh54^`s$79X(fzUKUup8&Nl6xyciJ~(&Mq~-* zBtbIdj^{B_R!u*DIbL2_>DH7K05gpN@P=Za_?U^UJXI+LHT<%Zt1H<P#uI--7z0?s z7(h!8=9$M={?-;{kwWc)(!FQHfK((K#fBs*;W=Qg8mv_4@~3KRJNWZgd2z`a7cMs~ zIe0;uaF$DxY>xhO?8KXp9-QN$M7``PN~S(8hEoYi;tL&rA~~8zn0*=L1!^8r8&0oc zBSt=>qu*~qR)<4_A|bB;ZKBvz?!}g5b4a{#S=$___9&@7)Oiw3TNSOvhO-<l0j&+j z)$#=U8R)({+GBmLu?E0-z6C;uhSfwCDXZ(W4CP#X#H|!>aurzz{Ep%D6*la)2aH_~ zGZe(x+l7LE)LYAPz}K1~97>7Vwrt~euH-o40{~TmJ%;UTMzAckf_H$(=CQcOu!4it zI_OJj9sPz_r7{lKRWUf{+r~zfP+}Senzo(jn&jfjr!DoS8d0JMHRmk=vAqBMSBCB3 zz?XNmbOkuOtXGuOE6ZcnVRdmz2&(`~0W15cLczg*szRX>d$aR*U#QAAMwwYRMwuk9 z%d-7JEM^XXHFKG?b+8ba0~ndRXK=8cs1gQqw1<Hb%01IjhIZr_o!feKYPRZuaAEF& zR%j5-$=EX!*kaAxuvTAhr#i$yfH0LDdv^L)iPJ_YFEB)TX)qf$zxYZ`r*oa-cs!o$ z=posEb+-TRIS=EABBBoUKZ1*R1PYOOgs5FBn=F4Eq?VS!Us2hj>(1$z8=sgf*T1vR zkQ-vSNUB9RqkMb`mD9HdvmuuNNu>7o(2OzhP>3gM<KtB>EUMA(WLLh;mYnMKk1>ai zpC~TivF1L3V{hEl_fcgL<mkD;IhH0uEKP=gY6d(T2m>22LlotOB)4M#tc;(CJl&)b zSgE+%by5WW8d8g^99TDj#_f9k*opGGan>G%*zwd)RI3?ECW}`byMQ6)w`~Z#uMC~$ zZd$Y&BJH_fYz9kTKN>vMoNaxR9lsZTLjz&VT%hq#Dlu7PXF_P53CyAq(k72QF>=O# zSBB@VYBox<GAkU)sq9w-)^Z|ykO56#W+aa%O`3hkwT8Qy_abemI5MfhxGI97I5sYD zvC%@-T$DN)#ZIYixEFlWT2M)naUG8&-qi7_DwZrrU`jHtRo*tULS8|@AUnii5uQ8b zjII1uapR4n&~Tw=4jBN4ClT)3e8q)-OPC&g*Mjd`*Zn9=O_ktU$GeGK=eLYhOY|-2 zrcAJUKOxCbT`b8`Z|pItd@rOA@!d%`dahSx^Q|O;yB?vZCRJeb{kaR42WCeFH5zB| zCv)XbnK!@I4o7~ayH2vf4rdMEoPWYH(hM1Mox6F@!e32z8*no2<p8(L1(@A`-oLYW zoxB4<f9kc9i+0Ratw?C-L!pZ8<weL-U@e$8T^EpauWqc*LU-|yBzBaO_zFX1d(BT9 zxjbz^=&<hD3EJE?&<a0A(BsPPJ<UR(K?mFKL$FGr6j)b**f?>2qoqAXoOQcLi}m?( zvJM36cr2ZqTD|2}^_t>b`43Vl5#tWXkdTWT_G-oEk6%m!?Z^$Gf&e%2^m9kWQg^GP zZtEkcl4Y*bBA0JD4l^exyyq8J?`7{kM=$=|$dWuZ*?t2GjWeC{{dIYB@AnUP{{_EI zG18Z@8w(S++&K=qiUBj1p|cGse;I3!+qm)j{tADTfmk8+)_u#fy`qOhn{CnJ(hppT zYZH+upGdE7@7H%8lq`9j?V$(~Q!~Tiyl2RW&3+>`f4URl_x=6d+s~QYND<efmYe&> zjg)mP@_bX4RV<QxbKh=$iSq3(7b5zoyxQ)PTtx4-@Q+p9vomh{pZmYee;luWKi%I+ zScr|BIp=vA%RJdM{oSv3aatB-O%#hIp`;XfTqgv`vm~yn3HSELUW(1f;qGtn=laCy zxZQN#ZgC(foYuD#&eJ3=Ma>F-Hv7}Kts>3p=5hYRt7>k3A-a#o`O!R_ycsO)Eb3@@ z<ljFJ&O2OI(R<~9Z5g$Je<D!+!<t`DI;{WxSI4UlgY~NMydmE1(yWTUCW+L{>tEX> zi+1Wa6Ua&CBmL{N^#SS+8l~T4Rb0ygER)807Bsb|{$ab5BGMxg%OJ6cPP066mPbU* zQXWP=JTpqG=D?5xDEkJNX{2n+Sd@W~|K4WxMPw1V!>}!*vtw)^f5U@L*3S~5^kOae zAy^d5ZY=)>31HPIulECJB=hKbo7Yi%(|r^RV3eZBFcfx^fzm9lBp*ZO5P4*^KZ99^ z@f&^@kssC9M97A*<V1if{_IR|E;a&y)1C<?cEO^!rE>$r8a0kayRgITt$`Cnqion~ z`eSE6GYGCg^oS}Ve`+mV9`%DYei)72^EbNz2s!kc(`fv~E^GoYFJwg?%=;d_TBea{ zA&$)BGqWnQ;32^D-~e7dhEypdh#2d;uvImUc9&QO2x^UiQ3()rudMl<wAsqYF>_Fs zDUYK8@xA#y9JZ31kJrj^j)uK#48SmOAS6gY8t!hW=nsl4f15;V%5^cT1<=lX)1(VP z{lKu0D*>p+y<Ye^;aor_3Or?olMDPCaE6Ofykd5Jx)4A^3jB6NMjArEHsOGS*&mo- z8E$KNhp&m0+6J;ifIbdnFV!)eSPzCP0&cpb6dI&rgEY@mDS*Rds+w=)tvZR^i88Co zBIWq^crfn3e?b9Xt~uylPt>6Oc@`0{?V>Ca2?#JUsu}tof^&y|v9{o@p<~=vk&7*e z^C5wiL|97nP?<OjupZVKhU!w8;N8~DQQ3GFG?5W0h7nB}n+SGnLWKuo3_%SB9-9sj zSJ8y>C&em!9TRfw!b01FVizV<_skg1elQ(}@8aAxe*{qD0}*8^5I_Ynd*yZD+3Rt? zyQL?omP$-a5><H&w5%$iNy`KR6V5Owrs_IMdC(wD<*G#Rc8!aC<t;{G(Lzipxd?i= zG%>_Xlrxi6TUqj$+6uxr6Q+G7RB9sOx^YWaGI0v#IOy((D>2t6hATTj@KN3&GKg?c zPf$&`f84<!lSQ8~{E*&Q=gC(<Ms}&NgwqLB22%2%@(erKMV_+L*a+S8>b$+Nj(3E1 z$wo%`n6AUZ!H}h)ZfHzq%P!qG&8BXQP-v1}%RpmW%nHp2cXG$603jA-c!Ed>RUcI? zvXIqCuL48G<d9`FL=3&TxEatb>i=Y#Ac(emf3;uYu@U3%CG!Srm2r;q0rw0y)ogjP zgs>zFW8dqb<b@<pAecXaqaM1s=A>jx{J}`<jMe<bO#l{l7<)?LGzq>W;#EK}o35J& zkW{`%YyeTJ0-JuAY8uK3GA2`Xc|tg~3c$<}c}q_=;LJUr!V6cudgjHVotniI`gj^4 ze^16~=AlC!6^T$+aRj2;!#09X)QspxP?JHcQ31YhP6RL*Rg1ysM)Q0(P5*q(BmY8Z z@&e{oJ6Q)+WuD7n>&i0ksEy&oRu@ro;Jx2S5n1P4SP;d*k1IADuFj+(8w!cJ4hAMI z(_m-jT~z0hjLI3>O_XSbi=~1PgKfH#e`8M}Jyjp#H4Opy(T?gI;B@YuI$vvWs@czH z^1><~t`*;#Nx1yy;zgt`jLc0Q7No%XV)FKLUM!3(tGFofE>y-<61qGXT3qe9a&{r` z)<wi0^ytGF>cgqCh+oz-89@HIg~=U8pOypshgaMlg!wY`lu-3N8$yi;(*^)le~6r- z+>~)vCdi@8;tcL<LBOGL$GA0nC`zM`p>W+evyyRA7t@Y6FIi@>OtTfoeK$P7WDZ04 zcX-w!uKqB~X6*hq$Et`$SzcI@DbUz2c*BjgEN2%rzH2+4<DsgHxCBS9V(JXNVK}?f z5!|9*Gf}=eJim;Y84UBz@knXZe`VqY_}TaaubQh+$)Le_2zVFJtDGj56i7fegtC^s znDYVhbcrWy1-0P&ubXm+1z(Q|SH%ZHsiaxDgTJ0XL)oR34iw==3Cme?T(1j!6@@t+ zT1_9CQAw#kz{q67rdiv-kb4Mhv+lIuJ)cclvd-{DnGU}g*B<K8tx;%ce{Guh(wr<q zCAkh_Gsn7$7+OtZ0xQHIIt(}PCyp$}p7`zp-_+=a(K8Y00nlE-WkS)#8@^_*O<c?M zpdL6wYqGj?Z*J+swU-7tyh2<D6M*1Ay&o47jF>_Qko@K`)o{8o(?!JYjNO5icfD!b zE^xw&#ZNy1hcdeVDcmgpe>`7$(3-NI-&yGF&<gmIO_oeoIaty0-JBXX6hzCVFneBU zmWt4?g6!em7KU%2ClzrqB@^ygClg^$`@QDz95*o;+&v)RwVh`)K<WN?P}I2bi%-dC ze_r^lT}qM<_T~-bD%TbdGIOW89y+vrqRD2kJvb|Vt%dElAMIooe^+Jpf3&clL%u3M zk40aeo!9+UJ9~GWpI5>#LmRPZzS_xx6~0_e5P4BfJxx}S5EMc!itw_YCuN-H)g*8z z)caxBcUm2d`%cZ4Ld02;zS4xC{nzxQ%6;H`j(hj$sXR6w)biiuT*q~_>_w!)&1SSq z^CGUZ@+#V~C;gGee}j*_iCA`?Qpmaf7E)Z7ECgZx6;e(W8$s)gKnPt0kZM>50ODK- z078!pQw#r7Ynen_DR#O91(b;*FXwgy<pi$V17?!rk4Xz$`{yIRDbP(3Q8(IYTFTH) ziQ?pe*8-U=&gSo)0s9gJ?Nx@dYFv+jmWd=fAN1l_ZQI4$&yD1r9)F!knsyQq-_xck zn!ljA@#`9O001mI89fV9KjjBP6JFvRJx*QTg33_NaB=;jmqkbA!HX_D9xnEv-o!Z^ zO%?!;;rmaKUb-G`<JVLm;(XJ$-w_rA0{6&FR*~oWiKQP;LeQcs;pei9AsN3^nCV>y zNk~6jEbN1%9C0oX&3}jrZgrMQC&eaG^36N=r3-hmT?yBR<=}Jubay@SWXWZI!?o!- z4n|M!$yrixf*@{H{1HHPn|94Tml=|Bu$Y8aLGgrNwpV+n>s40N(KnJ!AD1We-+z){ z{Pzs_G6u(Pc3DZqj<ik1&Ap%Q@BRw~&^{^(Wo~41baG{3ZI`<n3kkQg&JNLX0x~$4 zp_2zFe|=a<Z`(!`zWZ0`Rtkt14i|~+&8eFvMGswEv_;dyn54u(xF{S_j{EETwxLLw zC=8f0@6Ga-?=7QXbJ_%(AMOJAzI(iT`#x4175G_@sm<eYqg3VxNwPT{Qa=cj&113o z+e@~)BnZ3*J?QN&OakwI3;$YOzgT0p|2+OUf1P;y{r>Sz!64YE>Ez^)`AY3Kd2{#W z&W}|TWwc^8B$f(-lxA@hI_lexjZ&M3?(P@(yS>X@v~xG@W>=A_aQup@Ns{{eL&U1S zH>a`Rre4X4CjS20|5b4FH?4axcIeI1IGC>8?xHC2x+8vL@AuYx8B3=9{_9VcsrOqI ze|mXdS_`a$S1|wSg}D#rQy7FL$<YqX`_S3J`rwE-^ge~5k|Y1zhOxKPUyU40d(QOV z!d~*uCQkhf%&=3DpTrp}I#j4)n0XZ*{07ER=sj1a7P9bD@2_o~xf_sSt8RPno-K2y zWAbi9QIUqKBWV=Xk;bYcwbXgVG`yKde|guoWQcrl_8=L$tqQz1q(iV2zcBV(>lgME zZvZ!-@$oA#t-F)%%}_NaXM)XjEuJ;9wBUQmV%nPaBqt%E02d^g=dU7w-~@)<?_)&M zF3S82Fc-ys=7gMs348@$Vl$h%9sw_UC@mA%im;?u;0Re{OyEq$1ezEVsCt1Rf8-&C z_@pI<koWOt*;N#b5L+Uo!ZdM^LhjY!go^zwrqD*{ksT=yZh??W=BSF4a&U+gYk(xD z0gh1vI6Vpv9w8S<uRTheTjpy1EIf*Q@hI{DE%bfbf=FKZDO3@tPpdA*j=DDgx|L4K zXH%5CqSx(7h)&*%uE)|c+lUxNf4Q5`I8%EGAB_GPe8h?_wtzdidmg<we-*vU<?O%k zwg2{W|K*kLhuL`$trrrncA()8D^JT<`B2gpekC?BDX}>#eKB3{An^=7STjTzq;C=h zFjv{0GYbz<h_97-GK3x?T{JjHCEm+KIcxS=E1OUjl_dxkCNSDj<3sE;e@43HtWlnM zDj{8)R`}>W{E{K@#CB{%t$u#hLS$_hoAwiaaf~9Z;XqIyAYvRS2t!0EOwKVM1qebd zO9dG?Y{=|55=n3+tIcH1pV~BLN|i`hXoLhpad3?^u(a&8jjn4Mj!(86c%f;Bve)?_ z7m<hM$`wtmIklK!f?T&le~mc@kX-Bjg!hMGv=j)LTonY9wxh(D3w|T=CRdmkq&l5S z(jI4pA@ugPyzcMnQn)B4rSj0l2@u<Ic*a%z=QmtPSQ$FIYvdd;FcQy%p8nYN&1!ga zSf@}wcqPHhNJ8Pv3(P^=&z6V1%VJ+f)AQ~_#z8QYt!0gPDLWVCe@xRUN5J9^wCUwI z-Cx%?-E4B~NR&}30N650m3NPw*}s#}U?4f?rn&&7D(kadRk^@Sf5e6)NC5gHCQzL0 zy(jVj^#F7SF1Us+VGYDT4**e0xWK+TM3!F-uG_riDi75FRBa1hQnnSbXu|sCBcy(j zh+3rpV||du;VKKxf4c$Y2a#8F(`^SKU>JK@c*P#I1%T{okcklUenfZk1cc^6Nd;Ce zzg&C9xw1G174@lXxC$qtB6TARt%yQR!HGnh_Z)BE@1cQ?{V3jt*ld78k@BO=_2<5H z=)a9k<I?KQ0gGk@4U+k3u;=}*cqoWA?(r2=3D@5f{aTbJf5-!sA`iX-F-67aJW$BH zO^B2Wz)230)AO$3Bdd8l0Do+uY}x^g!~j;3Ih2cU5fbv&H*zFcZOjMhv=~aDkOxuG zuepCw&|HCz75e4sI+qP0QaDAW-aG27vZ<MnVxMt+3Zrx$_9d53>5J`j#Wga47sk5^ z6QMiS$eu+sf8jpL9J(>B>%DGNf>@J2o8%?{T)5r?O%x{8xKOstSjy`j0gO*z+hHuY zI?p=&^frr34S%|LN(dydxt|~bld;V^*O2tG;4`ZC;^e3Jn_d^%y%2P}o|!R+pnnd_ zxP!T*Anmf<K{SKGP2?eE7J0ikh^CkT9+o+Rqvd%8e-hS`B~oV?pqqwMPd{+xA|a0a zoieqg<%8#h!qZl(4oCzyD}1_S(NxES*CCQY0G94<N>i|Y-b~?~LKRk0R1gKxeL(|o z2;j+VAmH7kRoo~!+mIrK5wVuRL?m$<Y-#k1yPR8}H8n96=cXH_7R!Meo`i7qtUD;J zRQEYVf3W9}=3}b<M~Jw>d7b9ck{rh#iz-uR=`D1M&rd0)zPawslDwxbCSFhev`q}R z?oxpwG<v)WYMikR;YzWKQui7J!n^zJ0pDYg1H3=B3f>|2+kNCcZWHgj54`r+>joti z<WmQ*=TrsUdQzg-CqW)QA1(|~X<gKm()3k8e^H~NrdI@%_<_E0fR%OtpRN|zrW`7U z31@@UWrHZ5WrHa3I)0-H3m;tii62SH+|3a>9iMkdm)Fp;3IH9SJpgGyC<-RqSYqG` z?4x)+{ey_}VkH@xs}=0FU2Temrm55tZC#Ua?F*=LnSM#QZ3kXg{iz{XX^Z~nw};tJ z6<H`%68X_V#EQbzZQnoM{RcejX=RsjxC0Z1OGyuhOGyxiOGy!jOGy%kOGy)lOGy-m zOGy=nOGy@oOGy{EOGy|QRRlFSF*lcIo){klH8?Rhw~C$^#|uJ3Ge$NuGe$x~H83?r zL_$JEGDR~uK{YfrG%!OlMn*m$JT*fzMm94uMnXe1Ff~O)LPA9{MKd@-H8eFeFhep% zMwgSS7&w2IYiwLc702(n*KwTPc-LzuUdNBvapJ^|vyKzz;XEAY<v8oudDw}acVeds z4~2&i2#9Ef2uj+D_NpzYC?bnQh(HvH&<kxx1zM@3A1E#A5C}p-1*uRzQ1KE71S;I$ zKl|aQb7tnw&f|a1%mhL3r~idP5C#^#))`<KsIq?`$jc2u6b4Zx2eM!x$b%+o=Yx3` zL?6@_)fQwPm9-euq!q8rtp^Q!R*SU=OHCGl49J3oKuvNW59&a{g50*ig8EA-I-gH5 z_2(2fev{%?lYv>of)vdoDQ2ruJok^l!nS28uBLAI?ibQoPG3#&<=0Z&x~oxX3XK-M z&>?@f2wK6CwCsw?nn4T0t-)#sZ5F+}QngFLGSCT@gB73)tOTn-H|PPYK`&SXN}vy{ z1^r+hSPurk2Cxxq0-M1g*aEhKZD2bX0z1Gk*a>!leP9&q1s&-W9?=wbgFQ@eNoskP z-LveTW%mWZMtRk;8lL%j#_SohXK0?Gd3t~L<6r_D1c$(3a1@+L)mAnTf(TTBd7v6( zKo%?nO<*0+lI#a%Fa{0){xak*L;f=4FGKz^JOU=c6kr75F)$5gz;SQ_oCK%9X>bOd z1?RwdFbn3u1t!D#d1A&BDLw*KU>>Lj#D_;Y9-(__e8i$V*Y&NYIsi6<Jzy_50FHlw zX^{T8IRe$ObdI%hIgkf+pc$+LeCrN@!{7)w0ZxKBkd8hq<v<=ZfM(DFIxKUQd=Qpa zfo`w{^n-O^Js1ERz(ybm5a)iOMfZ+qf<&@!1PvCwwOM6~eXT|dC|dOPGpcB^=s)k5 z)fNQSKyLB`m?xq<5#@<8-)hm{hSh(LX!IRc_4S`=xRMz`=LtIBZB;*5qIN`{C-OXz z=ZQQ|sQKkq^^O0kNr_Qu4UT|GfM~oXcoZB1D958jPayhrR`vZ6bueJn<IidsGdBPF zP{2=9AWS`B>Iq3dX!D=CrZ0$EPt<y%*6*;IpSK5A^VaWGOVoOV?sr<vFK&OTj9B%1 zzz86wJu&Tx3Xih=m}O?~sWGA9i2zRo_$ek>53~VApoCli+9NdXr!DiLchmv#;fW7V ze0bu+6Ca-V@PvjxhdQP4S<75Lt<Q)Le}RgCp6fu1WowHFxLgZrEc5s+xeEX)E~Dad z0n~#Aum~&$jbI7LS>}sx>f3)Ji+voN04KpIkd7~mGeBvi1+;=TuoSd|4zLV#f)$|I zGGDu??w8ZSLQo3`mzZ#g>p%h21C5l(E3X3Gpa=AVF3UW7QvI!_@glGoG=d@(ePE4c zUU)_AN?-$6YZ<pnW&JFormz!iw9KpLRj~;Sf-N*rLfHzof$d-j>;QkmU_aPpnP1kc zgWX^R>;t1<5|l0T_KRvV2FAezI0(ouW%5gz{8F9;Q<nMbL;B(<m;uKD*{4kQDW3wT zfewPR01Y{v26L7THmQRPmcQAfgvXKKBFirRu-qzU$u>Ha<K|no<)^Bsv25>*tgL0P zd{P$YheJ{>W7*bzm7#w>hprsDa_Gv{Tekbxs%^0BLk9w@{Z2!Q*YB4#S#Ha}Wg#S2 zwA$n;xyaF>A*TVMD~Fm~tJS`8QBB${*IOg2%W`jcS<3-Zah;ay-=MM;Olzs-Uizrq z^#BdI)c_&6H2|r&wV)qxbhvKI{rD^Tj8oE;EZ_G{xf=ljah!iH4wX2x;n0Rd8xC1G zWZ}@2Lkx~n$e|L4BHRYc58PFMsKjjnNXqR3do5qSKUD<cMlHYVF}Y<hX8BK_lgnA= zCM^Hp{XIfM4w<<rfL<KhaMPB5__mrLABTJ#QgLT3f4f2HRkf!r|D_+vl6-VP&a#N@ zG>Jf!6~1>vU(A04X8CVFEH|{em*13C1FEg=&SP@tgDhBJbw7z!Mj9y*wWWn=+22)0 zJ}8j|N@Rgjz198pT~!d%C8ecSu-NMET~$RBSYn0QQMnrAGSFs)iy4(IW%M0bD?q0e zKK?#ckcUbo&}D_s+)>#|&;!USrCzWZ^jYEB(`vF7Yz2RVR(SF~m2Ck-V4D@5o>bX( zFbsBrU0@H`3r4^`upgAc7&rhXz&UUR>_|I(PMsbEhrn(y3dWhBCOr%002dLhb8H|4 zY+hUi*tfVEursk1@vIeYJ)tia;GV~-vBD4Usw@r3C{gC;D37_fC$x*%kGKt&J&%`y zc3kz$vd4eRaP@DUU^%Wvz<$JCxEd8}AFsmINVy)xJ-8aZvV1SDX2iWI=5CQ_e0^Xo z3!#~Fp^DexvKleBs(1jG6^gle#2axn%S~W2E-M}n0ww*kSnPDX4VSHm+0}RmSBK#a zFpSFq8MD*zE?f@Hm_3U11mGZz+4y(_m%}w?_v3$2+!-u%5SMYMu@FOi0GI1gJPsys zxiZD*AU=dUg>@Jl!R3Ax3%ZwZ=Zf{kF<iA%_cOQ%Db`p{;Hpy%{1h%Cj5W(MxEg_$ z<Qy(KjkSJC4;ro(`vNZWNK;4Cp>ggiynmz0eykAa>C4PRj-7BG?mnz)Fdvs?3Twau z+`WHT8KB29Ys!;0;z=7-c4P6B4)uU$19;p<p{`&%vACe!e<!nBdMERgjw(B_8i8(Z zY%R~%C`9s=?O4q~PgQilLpBPLd}S*Z`Gx0eR6#Uh2SD<bL99-I<SQtQH*CZkHmYpG zS_zPR1v&DXjd;yQl?_;{0g|tvUEZ}(sOx|9daOPm$s=@LxKSv{%Tg0bo+hFCljQZ8 z{#=r$zfdEU<n<q#mL$)ghgt(kUIWsCN%D*|)apv|8ojncl4n|>_Dz!4RN3T;_FTI! zMMx@R0JZbxjCgZKyg8$a<RhV@Azq(RD4|O#lUS0J)Q*sNj7AkS6iV`FEu6N(tH*!U z)r{4@G$-r0HS}MWb;1_??nPNAt#M+btW#DTeMHu2E6)8v))^~){ykY|t@z#NWu3F) z8@FYhx8gtlC~MZ57Cj+r&YJrBWL>bPC$FagG24^kfnth_pG)z9;S`rHrTEDH6dxN) z@rm&ipL!t0<(nxUd?v+blN49pNpXLzCB>tEN%8m{y#r8KMGDhpr^}kYx|@oGNJ$8i zgdj<XkA(P02#ti$NQjDrs7MHign&qhg@jm02!lkKp9n~l^bvoee2?xErFtZvD9baJ zL<yd;B+Bh<e4@0DKoVtigp??mBe+C)9APGiH9^1$Qch5Df{GIaoFL!??Is>*H$k=u rvQ1EIf?^ZInhaUfjen&p^sP+re-at5vX@r07$FHcGzujpMNdWweWHx} delta 21308 zcmV)NK)1h~>0*HCVt|AJgaWh!gYtiqoJJD9&#&ks9U%~pZfJayyq3dzS#QKR_8|FC z12j|&P%R2Zi+}y*t9Z=xtV1!P9$8uW{4%S<LwyJjzdnTW{rvdw@yjVXL}8GJd31QZ z9-=4@!t?o%WtSj~&xgnI@YRct{y7Z2&#HK?hvUUFQ(qqceEjFa==JxP$A^Ci2H_!E z7y^SJk4}f8d-(nkq?a_$h+;FOtu#!7l%`3R1Q)mQ@wYBM{KGu_8~(k%&0XcYyZp^% zq+^nAb&TUva6YGpQ<ep%FlHUU=z2oks-qvDLoW`ZpLQx9zS4Te+qXv9%JSG;`TObj zM;@qeag>0qc-HDG@XWko2JU}FEBwDkfBs(!e*BVx?M^{*N@JASkHT|s4nfHT>=Py8 zm_S_f=@`Xc`J(!Q?kf3`->boDJ68S3^T&oXRHI1#Ej)+E_(YPQa?ip%5*2!3@v}K* z-V2@@91|o}#i$Fr(}1je3Gy^Op}^t6kE0;Iu%LJ3OU`@wVE!$Rqm6%rxN=`Y*de+b z{cnXq>Y2XcUGfQh$3_-9W91TSZVg<j3pH+KVU1x>s=lr`%0-B)89FN$2;X9UI)Y2U zDsoy}Za<(+P<f2EbI#h|@E&7zUmyJ>1QB%I>u+%w778WDr9s<g%fr#|*9^7l^<Qe# zrU$-$5?#D{bw}TU+Po^Bv-EhV7&NNZ@=W*FLD_Mbicx|aWDbu0>706h^sRob<do@& zX^(fg!<Vk~0~S$Auxh|IQPuN?xv?>Zaq7tnOvBcPecQm6-|81W5AFdC<I8!804CEU zuW4V_YbX{>YruQ!xzuZP-L$jFr-r&(y^gYxG}XXHX5L_o5)39}mlgE`B7gCj`;x-Z z(V9URyvgVWj7?#L6T#w}4M<ALJp{oZL!3iN|HBT+A>=AbseEV1{N$;d8iYg(0pyGx z<kVQHc5H-{d<3gvGfv%NiK#gCK1mwDrtq3?7>(orm{#4b#R#66V>h*<_Q8zkG7_PO zShe5^cm04CChdHu-o_ENW`C1KXHSe<>%M3Egqin4ljvazd?72y+_1d32^`%kZLJa| zgw@rwB;=2+JAnzg9nR|>Q@0&CXn1dI*cWxfG=DLI_@$bepaO>f1?BbVB<8rO)Zil? zHH*}R>h^gi5PDO98gw|#IYLrkGTm<N>=%vFC`p>GNCYlPlFa)T1%D9k=-%qG;&Y6P zIG~hZg1#D2XEQv@El9=A0?G>f^wff+JS|MuK}7iY2ZkIu`<M}-HW>8hSnxV^P;?(b z_V`4Q2Ei|0V8i5yE>$NZ!`}|H9$E7|gLEq@Yk6mdNuHDWAzI7Dp|B`%tPQQn$sdiT z8ZC!jRJjOH3U(CecYlm{0RG2gns_3PDjHq6i=E8ciawZkca&$40O~mN+U4}XDFG>U zuUr8s%O<G;bCIm+_4kRBB8kA}MLUW7K*K=Q&Yc;6XTkhC)&5Xh+s8=^g`fb#L6FY3 z&8;aolsQ4X^?lX4dl(r|fp=;I=p$IyEuQI?wq%rUf+vQ*oPRJ&AL2j>hF9{J85`5e zCMG&X0Tc3IjpldZ@e?{J1ixZJ3vR$1v>QMqhzu!ExiopXYx0mtb)1n{W^w_~RZbXk z_)>yc0TfzSH!f8WE*Kinz5Qq^S1<FmeH0Ky`C9FY2SfpbDK?g!9^b`ACrC<lNWTC8 zQp1{xiE*83sDCbHb<j05K5PY;TaKs+8j4xyTWA6aSK?@CA8-SFQOR9z!zqn1r;5hy z3$sE^R*vhg;~>)%<G566J4`p}eC`C)ricMfaYPi8OerVQi-)~{4{q#u8L*;iTU}Rz zh`CoQ6dW{0IkS`0o0@zM+m*dxJ5(>KWQl}&ie194F@J`YQjJOuV(e~<gdAQwAs`|n zA%daB@2CiGtOaje4n`p46|q0cu%+$C#_}SsoxBA=dZwAFn;y_<1kBK2SG)t5%^n84 z0E0L_SN<v{vJ+wIb!vH;q8~RTMvsyAEbLUzBoe4{eg(8mNJNk?Z6&~pXD}d<oYD}g zF_!8(7Jq4twM&o0{r@y7*RtYbsk)83V1a!uR-7Ce=bym;I4{6~?)mWQ0kpL!!OHH! zS4l!_+zaL{?64ZY>Xl!<0$c97ElCi#Xxb-Iw5>qg1m?R;2-n```=t48#8j_4$=vy= zQ7_sEI^#1!wX@akP%qG+dINbq^Xje&iVjkI-hc1ZxGW)Z#NMD7E|NIG7eg<rC~Z6Q z8wuvtw1jjxHa%10yUAI_e^S=zL-adO;7V61%d{B&=P-v}sNyYbUW{C<x%oDO+;!!< zDAaL5&~v^Qk&ODOGp2&1k}8t!4SWPE5!h!tuuoAEj>b;gwKsvXKSMNh!hYYVtPM3C z?|<MS#mxaONY4u+#uwu@sC3gqfGay^rKL6|^nNSx?RTB;R&R+l^j1ZfeLlU0KiFJF zk+?{pWkr~Pr>f;cYn@J@Re;9Rx1dYK3v0b*Vt`J-gQ(zLj>!apiLPIsxpZ{{7OCjr zhnwz-^~tph4syjEH9NIFtzKJvN$)q&AAhn)A#`Ky1P!uuADbfYx)y0)rha3)<-$gn zW!3*Zgh=OtKu#u!B<F2KRhMqV=2>^LOT`{yzv>%CfH-npO!QWr2n+K~J?Yl<3$Q{D zpD0|*EK3b5{QSw^#y_6g#Xn26!b=pgo1$%__I@)Xu@LYJ{WA%a?E7W8IF^eI<$nPX zu`OGl@1T|uh#1>o8y?>f*4*d86pJ{5ZR|Qppta*v%8l+Bw_q!5WA_+4E4tnvXuAqp zREi(dnp!(@4g}cOl5_9W|JNaiu@Sw^vT&1SADE`<@u9|%743gU;wA2}x8-D4^db)$ zOI<Ujz-&{OP=f7GU%P1Kec8R5<uKROXn9E9dDgl<5R2*lXEFZ0W9WjrKa{@yQ5V>r zvfvcUFQccshkki{_#dl=M#`6w)d&-}Y5N28xdAwrp{x%mf3;UjZ`(!?zWZ13RthMY z<(tgSj_uTKQy{g_qDXRBlPhvzid4y^9p%?|W@ne81UUiP6gr69$2`87`DVzR+F{Py z3ugYW))%jC<G=}+U$7!@)*B}X3ZEs3lV!Qj!o*ou&IdPKc?o0g6)zv_VU@f6)K#lb z>z`*qr~fzWe~SPfm;<u&z)w;qi9(PUIpy}^?+c&hahB@?i$}c`#WB-wVVZ_^`PJPv za<2P}_wYMaW%YPQk+;yK{fmmFe__o0AjqAB<$e+b<ln8VC-h6Kyf9&I=!dV5+;cwY z^_xzKVK>Opoa=;oMl^;;daop}2fqC(GOun^z$EaCe<TUf9xn(3pQVxGMX4XM*Z}TF zz5)G@RT#Td+lhfc$W|&TM$#s`)mf{4o2?p;EYV2hevzgzDrTTM^Yhq1a4p82R3IXX znX4M}Ah)|#Y(=NIl6^;O{f7Q^B0Nl^qE}R(x#cuSwa1mf-3mSutmBWcl7_BWn2LA0 zg{iYlf3fA#sCqJfw}K?9p4Pe9=7SWZO`8SYYPTTTNkML@MvLSMO(4|DcB*7ozdiv6 zQs)3pko#!{ITbQLjzbdlF$~x#p!wnsTw$28`tV&h%1R8NGmYRT%d8n%?MWz7jC^XZ z-T>zPDs%UgkeRCk4q|#OE_TblQv)wmKbVbYf2kUJYDEnhvgH^^Jj%;bjP_L1)8bZ+ zlTH>`gh)$cCB)@Pf&d+@Fa^CJ*1E9eo`%;mwjP1p%2M{z*zO5pZKp1ex|KD=95#}| z^}hzVN9cJ$>IX&fF95$>1)*C#@vhXERbWC9y6<@V%r*4qaL*$@%B_IIQMy`*QP$m3 ze;8&T{y*$@T!UHwegm&0)&_5B^SBIf<)jQ41QI+8L}&H1@(Fhb8*i(wA*!t#LY}NW z0)E%Xv4LDByg7)CfTG9aFjND{_a01qD$K6uuI+g>{=Y$aCr3zDNPh<Wsww1b{zI!t ziuh1EWk1YdluD-+%iV*dB~T3h1o-nLe@k5_EGNfdecX>qY|Wx-xT57&@Fx>yy)J0^ zh|E#SPS;*XyE^s^Z)NUhs830Z_zn0nz%Bg`_}x#topwLV-8YS<#W2g<OQkT(=b$WN zKaQfgC>9w3_Y4LgO!1)>_E{qU+oR6QLlI;KO4w@jVs*4P&c;EM&^V-xJOPGPe>!n> zgr<_x6V4biH#}ktJxb@}{${L&r;?ji_ppNVwo4yEF(-p5f<V~R7lul)g`LI<`*7?> zaY}tS%=|FJHVlTvscpkCHQ}|~8m;$Ym@T~Kia+qtzVgo4aMwYLgqGA!pRcdJ(SxDG z6fllxb*RM~tpaHK)j~m-xF1=<f7bWcS0g+GbYcz&Joh`Ge)(la18!_|0AX*0Zb6a2 zOP$&NdqSjw#NE$(P%%33`$01r96}>}3~dCC(V=p0A~77%9gsZcKtuxsb})Tfbh?9| z>COTQIw&Os$0Eqv{U|MgZO)Hbz`6P!z3nvZiJ`N%kPL`V=`@B8Y}Mh{f7oYW1dNJ# zYWW7FMLJY8A=q#l`5KMg)N&&bBS24&9Wg1rZ7ktRWh6ARZfq`FF5gY+BwOy^|LV2! z(d5@5B=p|$uAX>pb}<8PVLQa!GFbr2AM#KBj4!&Dk!!!KLaGxZYy%UBX+_IvNPKk` zD*Oz_QY5iFOkXCk;w2K(e_4H+o1hz0a&~M6?=&Sa`{+sAt)MtCz`Xq~o$E!Te-{c& z&@=BL32@G_$jt`xN%b^v&7K`>Zsmpw1c$k@HO_7!&uejxlfJJLcQ9_(13$Q721R&! zf*Fvv^2=gV_2lGeO}8oecHkSZm@*7Lv;2sqCLgjhC4`*>S_6@Ye=Y@R7Bv30o+2WJ zGuytCGbzD4)dL)bnFiNO%|Ci$CIxuYqyVRmNCA7BAqCxpV8-Q-Msg1INJn5Gw=yYu zuvZCX#tb}8bC#iq1yAt~Lfq=uM`>=LiC{!FG{|8#f&0LcX&k$^C>+n}4#n{k3JC~@ zzak@cz`OK0x2L1}f6E5`8-SrT!jV3_%{=V@Gjydr4ls_26II*P!#k9Ecm(XNJEMx? zt}iynL~J_G)#WOS+`j;m*!^=A0KZ(WVCrA568FtdCgI`B79BFE|1d79lFXCz^#*Bu zS|hu8Ai&R&d0=gE3h_pW^a~%<ZC{^Es7GnP_^bzi;>?fX53^tUlb*eFv%dHTX1r|c zmyy*76NehS1cw^D1&12E28SBF2e%r$2%s64!C?_9m*mw56Mv`O*z0V{<v6w+m&=<6 zXoka~#bZp6QnbI`eSyblw8@qp2Iy`8jXu6^P{F3$1e<Sf0{MM+ck||bq&6z>^B`B7 zyW>Ww+z;Y-lct#;=y-E?*!<?{?Jf=i@15B{l>IjIy0JZM|8w_`X`{>EZ|-gs41$fC zHcTSrhgrPYH-9&O-1t!zB{4}XhQ!L^+|OvLqrj2hd}!j$*WJy(;P3J*chJtAv|AiS zHw^RT4Rw<GDps3BrGA!%e8cxuIpWQV?M}ymr~T-w)de@d5&dmlc6~LR8Wyudakif| z#GCgCm>}}QDA9QMPDNnXJlX6*P*#h1{g@5>&+SeH-hU(N(ZewI9;;%TdQW^>cjVvU zBwD_EyG=vySC~ZJFI%Ow_ja3v-rY9#{`PkkdEc9cw*as84=Y{CFqxkxNrb8eo1G5* zNJXsFN39i}qt*XB2Skn+=KwMA_FZc$J6IMW^-;6~OVg+^Rm-FE$=Jf);w143vp+Gp zYS9*5{eM`srEJoQPF>GuG@WxB5I^c5sE4AT#K}QEj5Ey_vc>X1GzZ=rqa)7w-iG$O z@V<)uBn7AG#1B$Q3gur~Gh0|wDL>9r;E?Pur)nr_u*G&4D&@UxP5lg}!3{3FkirR} zcI&>{?jjYE>L5*PNpl<q9_-jutr-eoJ+vLVpjzcwU6j>OHNa-+dkQWvZr751P-f^2 z*i7wtHd<i>-q=<ghSt=~G?4Pds=Mtj_4YtV>+MA0l?|WVb?w?ln4@Ht9j2;s=<)@I zysIG0b}9?KpTNy{aU6ffmr>XVQ-ARHe#B71>7|C%@XU-ufsO}9v64tK4!u6>m4uHA zzrZU$jrI&jcO#~HsJ##E0j)zh3e(TH2QfQNSN_T7c*n)!9~>UX9_%Tbx?C5rZX9^9 z411hkhW&zeGLMzh@&1{A4eI)7a)i@w<%vUwj@((cJsFvzX3u7>-0kfew|^T`Pewv- zfM*`jU2*RHKWP$ufkQqJa29r`N(s_1i6n)S*!%Z33ovL%X%@KR8m;{_j~1?p31X=% z;C8sWC3t`>9V`KTLTyrk*^OyO7Ipl!a<Nk`lJd9IjreFqWMf9LYec`5Yo;_~Ut^74 z#wN`72>iZmk@;cZU_H6g34dtp1bA?!!~=YN1el<`6sM%dR5MjgfpB07$z3huTEaoO zGOp*e{EJ;3g>h9_D>u<x%x-xM2unqh&O*UG71dY~@*r8tEUE`UT($c_Ha{&4fZk5U zf|&~)uydfjA3$^MiC1B+ZV~=tRvQUbd&Zo@;lT_BM^HlAL(!L{5`Vcq&~q{1sSz-c z?Vd29$=bB12vxEc0-!+Sd~(L+gNKes!xI|{$F?||o{Jsmv8+J5D9R*muhjdW*OgA| zRk4OC00+1ift_bf)3vC46nJIb-J808X4cRHDo=_6;pZQ}lT~&^Z{f%Yr7^!F^boV4 zp2JBLZCSO2h<yy=V1KI+WdN}J(wBq3B@1_DO>`mtx=jF8PRxRZ>S}v~X{IBP5GV!P zJV8X`C6Fx6fQahKcD6gR&b1kiUEfecl}}KBtna3tfToiLZ}|W!KtSh^M}j*%g$Qd8 zA_hTPkDOe<VC(TRGq8klnF-XF@Jp_^a_5y}R0`1n*+vyQm49v;iCteBxG_P_Emq`I z+=fha8%jg$L6OIMBK2)uSEl{M6H?7~^(b8dNaGdISV=Os94S8=c+IJ(&z6T6)A;M^ z8jDg{BlhJTY)3G)$F}*(or~6vt`82K1)+cMTJp4(-liL{<>44c;tDNc&TV!Cc|A9m zNEhe8XmSayzJLE+nvN-OU@=||*>nBIb*?F(89xLf+`-b)KSoeY6kQ;e11#<5xzxoK zP=y&jR`KV^Avsz~rI3RVe+OzIab%^1#PJfAAdMEVgiB5`F!TElr)!|*t@2q~U=cUy zgfcZ{Jb%%X;~AHI!5XH;zwZ_uO`LG>9l0BdQ?@verGLgqT64mf**73@(aWMN7pO$k zr)@gsU={nXO8{h8SKt^yZ@ImmiW5RY%aYO*6+BzDLg{?vWgtsEq6m!fMPkO`w5$cx z<%*60>&D5`(`8-_7_4wAPga40^AOb!1f`I$Y-@2YZ7rua%%{GVW`lVsWC%#PXT*jb z(`Zh9<bTZvIuiJRlhIBIp0gW}Ym2FwAlyOHc)xoYd&n^q+_=YUfrCJxa`)IdKJ#NF zm+nyIvDcgSVWQfV4WbFs($M?hcA8)tSAReCJ~ci?P~hw3Q-q8hyBI<CDpQfb_Kh!V z(WKLv8Q6+}Ue_^yY}uFv0ZS@CmI8gW)QRF``G0EDIujIfbqWR;UVp`hL5vq?+8uuT z=pNk03*f-_gNuFO+>@H-!OC7Uex_1}wWO43xZ<M@S6>w<SQia=Og4kyxYo-sDg%BU z>Ao<qRoM!S^EzK8U&1A=9q^W}3rFgYg&pfb#vBlM!$dEj5qa~GW<kXen$i^J_r}gy zn}2gZkWlTdM9;c<fQ~_$m&Hm_I+?y+xQE%r#iuJFe1{R$Rr!{|V2HnGcqIdP6M*1+ zDn~fEe3W3@nCr!tmsH9&j_9WJ{3(RTm=6Q@k%#k_mMt=fPnw^HOZBK?lL@c2FkHa# zHOU2h`5mz7+}8kFUsGzBc3M!l7w6&&=YKta$1P7HMFE5TI0+pVL>#<$lf4Aj$UUE0 z>L$R;)RuBmg*so?X$bU)_^w>)b#VpxqUF~;vP34o_HrdUzaByI%F7qn47v=+F{IDr zR^YkcNe`&22xuHXz#zZB2B(W`(C$sA1MK2LQ<ifVq^6chx#U;t7K|4TCq@nT)qm8i zcJG|mxL;H2u$@l}<}((qWB%fEXk`~)LwVg4h1Q+Pog->}6=+xCtrJ(vxv|pmbOGdX z&5}=6{A_~W0dn`?l&6@8(FLe*--r|FohZqwxvfdPXE|^>AYOm-B*EF5$nRu>qp7Vd zF}2|*O|0_QUy0C%LzOQ0;X{}N;FlQR2qAwc=}4vRN={1=)e>mHZ3`!FIDwy8z)-Q3 zEvSEk-==bLf+ApyD>rq|n8z6_(DVFdYyLpG=)wBRKG;_Q!Mzd*PU@P9;QVoB?h6E? zR-akq`00b@>MM)1e9&vPX8y+MKDNm}5pYNGP3)2aFEY5VL0!)m=2UDCvugaWgKHZ9 z+`0UZlEZ~4^&>6+P|B{Z{O0cFPo2eH!k3ZN2os0q-w3zn-wAZ40Wz1NtPd!EwOUPY z8#fTW>sRpDUby7U@CyhEGzpvrXwe|fp>2?ZY;PPjv1G_n6ZhBm&01<?>%)|^2BIvN z`^cT0c^tmkwU5y_<6|<O1CH5HA{>hmmyJ)(gn;YGn^^QnCbP$pO~KD6G2VL&O!!eq z1D^_JDtajzFO2yJ^95jt0FEAicXGHCBc^dlZ-JrRy#zxYehI^ga5-~C1K{F$K!mxR z-pe~QBK{*x>M@*P68WMH9a)kZg%iOXp3um82?IpuKre~j0uM})-GDfukp<o8%^eUY zS)a+Hr;zsGS0YA)XxOE!vl^xdAQ!`23NXoV5MTtCV(|mq$8cs~f;U`$)QmtzyiOR{ z2yTyt7!j|SY$OCY04EY1e2Ax&h*>FUqrh+tOwySVF)8{u2u*NFFR=;U!&~?T5C3@h zI*|GYVGV>h5~340!>fo+2<o;3OicRRm?yhDpiF4MOn3qfIFsO-P}FUB?9e?$E+%?} z2u?Dwa~q6{jOpPm6GcOR?K2utd)UO_Wk5yH2-*`&j84>}XuwI70gf7!f<}hn>>McP z)f>21!NaN7l2gjy#$XMC3u+}-c;Jam@~oq9$>UMj;gS-B;m4$I^ROv#7te%702m}m z0YkMnMFqq2DT4G2&!^<WfZ@!PqV`}^c8bYp=%T=Yl#BKhlL`ob!fK)Vhe6ToSbMNw z$SG4qSB~}sG=dDCJsULdZm(O@{5&2{W`pK*em3jQe;tiK51Qwb=|wwz@31`Ghvt{& zb@SrA?@k8I+xC2B-owMz-MP~SJSL)RQ|G#15n$kcHqV}!=F~K=ChsPud1-z)|1`Xw zwNsmaG(Y_`z`q`U%wVxX$`@~on&WX)W)^P~rHy9XVB}~rw%Ph8FeGNHY*qJ&t`OWM z<wxwG9_<Ll1|?b`D_tfbo7IpgHqsVD=4UIm^y-zRHJq*HxFQyd9|_62RBCK_3eON2 zij2WjY|#wE$p)@5hM&L~FP3n`c44!+hS-+uYpjv}t?>naY(*kuklA5##s+7Fsm7Y{ z1lD9ww&-q#fFalW5^c^^*2Ml7He`nlx(9<k*gc>REHgi{u<tSEB__j;=geEv{PE{s z<}QUIk0XT^D3bB~%a;#J@X2I6>n1+wgv8yb6YTb7(Zqo0x;92MZ>E#;(-!8M=FQ6! z)4XfH&CG{?`yO~Ryle-}3ryUOXE#bU9j?!LGnr4%+nY}KbX~u-7o*|x$v4w^CX_Cx zo2(?&W&370#S}*6kHWt{pX#mupD$z^kcu}x-Ws;tVMDUX)nQ{K>wFy+(gs8hRaor9 z7Q6YDXnc43y=Xv~-MRDdXr%RMgkz%-E7`UVE_dL6P4U=F%`J|BRD>u#$}>!Bo?&;S zXV};C^d9yRo^HTGAZx<dhfjxkO4dCk2YIS_HJ!|_yDFtS?ULsWY|(N>EnFDV*|7jO zr_H<RaC~#EQ=Q+M=EZ6Avi)at-oAbH+%&JvY&vfbOvw<uD=AsXS=IBBB37!FGRZQ; zpX6YFQ8aDVo}*c7AwXdvIr0}*kfINgvleId%ViZz*c(I*DGn<15%6+t2~<#mGCL;i z|MC0T-|7+_@%l=uP1#K#pum|Ij}a-XC!?@eGNMq{n3Frxv|{a!k`~8BzbyKLUmR(1 z<i$}|nRo2AUf4!0rbLgV#7EtrB^i_tZ7yGbK8`Nu)Am?_{D8{Xm;z)v3T^99*h&N` z917E*ay=bH<>M?OhOj|ViFzD`oxW-)R=WCJE1F#v4X@|32|3S~lhOFHM~etCL1iDn zF%<Qh{jIVgNU>W&)fsd-hc(1g<e>Izf95di1<r)*gKVSKH7KMZ6jWL;Z@WG1=%yWi zpS9CV_$ZIt+1JVRbALLu5K60JI5~Uwo(nP+DTz@SJNCN?O+9)?3m93{!K$VZEU#}{ zkgJ{0cJEAlDRgl=9$t;kdo)K76l~PcAP5eMKFM$sbwwYA9l`oM9ezFk_x7{$8G3#` z9nEfgT=qU7T_WvZ!^pZ95VR~Ptp%8W#IoJ2*{8|X@CL3*vvzp(a03gmUe(;gE>$uL ztjJYZ7L-L;1^ew@-(@nov&p^HGRduNSTP^8VQp1DF&(%6JYWFQYe~9JP&;cj$;o<s zS&Q}S%Z@ZV8h`vU|8{YvsqJC>W7$K%tb!>+li=<_c^G$N|JN_5fGJjjH7!Jc9}gBg zTd1?Hf%MIn>qP_QbxNh4DV6Tl6{TLO#n`cv<`gijOL<t;aJ?V}ro{U*>*#$6!B=NM z&_wJ@ov`V6?&OhuX^r5i)F-%AEOc=P5)Pf*+X-G~xDpZ8P>IdRoZ;!|tqGzZiC@;~ zo%4|rKc_w=x(`T=SQ-rFsb4^Ud=#5=_btn&$0UtBq)y%^H?D%&L%AUNNA^%Oyc@jC zcL51CZz9@8FeJBLr~^CI=b;WP$y;`nGYbOD`3Mg0;H`ePi~aDntns#_LwLL5jgsrr z%028OZ-X{qBZ#4-uE7SV!%8Gbp|Z9HD=uPtsIyk(GE1q$dT)KGvlmH!%sN*$ufA~C zisJBhkSj`4(}|PiiGEEF%M(0-Tj<;qlymIT@<hihCxE!n1$Bg0Wxw{8PQT3_#bEY( zyt;Y-UZfQ$KYgcG35J^6K#PrFK^iYERf4@({nLOdFsE#(7L5GUecP%76V!N?S};;Z z<~<YVAxvBq2^$mdJ$~LCWA343UH?eL`+X#0$`8r9$44Tr`AGC1m(QRAmyx0h6St<0 z3QL*+G?zhP7%G<>DGLaH`&anUmWX%0*mcYsXbgc65>qFEHXgDjZ6dV^t5aD2dmP(o zld)Apm2%hf`F?!!QGl!okdHHn_WfdZaU}&2zzrBd7Aqoz;h+@JI^%$fEDCZ<6-yKV zz0A9uC8&VDWA4%9n}e+_`?>ghtoYP^Sj>cTfQVydl_F1Fv*mVw_AukAo@?VXMy@{+ z0u(ps14<&#vf=FF({@fS+u1kwd)jd5mJIEZQ9r+LYM$Fy3Birb!oFAadcR{CEyK2o zi??UDB)2~A+U0BdurF=Ll2l5%Z1+uPdq1V^D#UKCzu4g2fdZBYq?>jfB6gW?N*5N~ z39gaeA&N2_eP<|tX_7zI@v<N9mw(zaHu1$nx2m;WlW)ryubZM|nm+bh5Sei!=1!rM zD`~>UU6s3;(E#lm^wze!&hJyicoS?<+GW`kb+Zot+kS?k+%aY78`sTok~i^ASM>^J zhW=pE4AcAKRqMw2W5;REY4+QDrwCA2E)-t{`@6Pv7qi=cI7sf7f$1Jj%6wOM)wW)S zcjqN#t|b3oP7%=&p(3YJq-o^z<OWUw0+|Zrh*14{LPwp>5Q>0Yfp~#Xd=;TzCjx^G z0z-BZ*v0M-Ay&2fnAMYt@)Wg^QPg^1v`-r|+Nb`@XrC3{_E2d$Mm%%S<%b9qin#~s zWpbki6UNjdgfRuDv?*gMGNuN`&SP?vGZ{wF$Z_~=;QZOkj;+7T7f2kJ0j~`chgd5M zhgd5Nw^%C;C71#@IG52B7%6`l$#Uzs@$RqCEmYN$9trNrDU&xZOC^U%JXJ}JbATzD zLYa$(Anm7QK0dvHi$o_WmrbA>=x+25*xyw<fA{+bU%uZxK79Tf1-rmM=6)XR9$$7r zkRSax-lb`F^i{ljJneq+;{74^eea7N^!}h?-}~(z{<ONjT4VSBeEfgYMDh0f{o_Lb z1AiAxl;b!&2C>=|&BM<R$1qLOoK`G`gbD&bKIV!5aioq}=5U|?*krpe-NO&?bIZ_i zJ2-ZS1wT4(m~Wjo4%IRBb3X4^Q;q#T^GZH#d<=j6Ur)LFiPn8FcIeIXIGC>8AHu}< zx)=Dyxi^@mWQb{pvfqCng4lc0wPoxx%zdvM-kD|Um9qWEzy6sAy~F%GmUfVBPd*ss z-$~3%Ea8i;Jy}2m$NeEuzW1b5Ae{fcSCMzn-`HZiC_Cms0(uIMaU|y^HW&J9%a-^g z(Ik9)FFasT3IHkZ*|fx&!KURc3$Z={Bo95^o`mjM$o^v=<syF>A?&%^r{250S=Nq? zXsTxnXctf7ZyaK&D>Mxn1i#|Hbyw-$4Clra46uc+%RSIOZW@}r1{9Vg5jxGmDKE^9 zQJyhhJKBpWOg9S4O*vk=UIt?i2a}0u-$>_!sWdtd3Bml}Y~Yw-c;}d5kb+}II7ncg zdf$c;l*|a$86bbO3sM4;I|5WJ3XnUC0&LqIVH>+6thjeaB-$}j^R(7|MTSCgCVrEi z(HX+fdj})P_OmRx@zaA-1H^1BCN6bxM$Kin9&6f);hH~PTOJzIjzh`w)p0=t1#v;T zE6U5jOT<DM3#8%{PGSWIE-sti&&G+MtBUx8=}OC>lO%sipoXZf+2Afq>#nWJiKA{O zkH+JQXN3?`3WAwWVj;9uro6{}5_%nDH2P0xPCTnS%Zh-p7*j(8PB0M<_YM5zvnrph zda6ncR;3cBX(WUZjRSkpEt%%?*Em@O1*qkiVg4qWpHvd?qE+NX$2?SSP3Q~7IY;~k zAfXErCB}cz&1G^L6l#(-n2jqElE<hdK4wa-eda#51$io}2=ZjM6oOGQ1foylJeT=G zQnW%Exde-gmT3$Z6R$=?T4X%tAcSk4u5u6&U&My;G3@NvlhJTFILE;2*rXi>4kFH` zIv-w^A=wt!l^cl$DDk5HYD%y7djNT#<8gy_#Sm5SZ^oMEx)cPHjJ-m)3=w}5XxCiy z#6`H5Ps&%U$H7qEtFL<~XXMr)Dbxtx(F!3<T*Qy3>-4Rh>Ihf18pN}+r)+4#oG@2_ z9Dbp>SSu9?lh_+bmwv|$8Gq5Q;ERD*iAo2d#M29&olJmy`j@d5VjUrBUL_$Ad1HGj zdpm%tC4hl~eo{eL_N|D)p$Qd|lXlm?Zk>AQVVfTmA6A#YnZ`ichBO>yoX#UjgE&}} z5}3`A<ZO#js`^p7s#5@l1`6|i8qU<fjYeIYe~JDP#2ZqNe1fY{#DC=kkSF#STBA9= zk#u6KCHsZU>y`lk(lTrnmHT>)%?f>$q#OW<#bLAx6kfGiIce9qY}_t)21?{nkk1|u zXggNb%$;K%DMKXm3%0sIwK*AGbfTPB=s|Q{Ul~=@qeUsF2;6WBEWzYJS&W@mPp4AZ z<lNb9PWZ&MxpX6Xs()dysnQqA&~0S^;zrR&Yzt%W4^u=q7w9o75Hk)Ppx$<a=H!FI zUd-zxAmi7h8TWss#tQ{yse6j3a47^H`^wOmKT?OO8s)(IWH60zaE2V^AxC)$xq=kW zi7K2USJn=zJ+5b3rj~Hon^NJQGvqxNGh8Jl$O5QU5VO!4I)6^fYzEW1-qHtjdbl9+ zS+ij-0T6NXV9NmyA1UXre0W+$N5YNry|25tPBRh;L__H}nmU!UelwK%V3i%I`v9aC zacpsBPaf;3rXX8wU#*Cw$DwQVl$LPUNNPH1GTO#*iC-@6Q;n1ZaqglnT16d(t&+-5 z1q$%wi<ZYlH-FYAH|+W3oby`&V{Uc)I=C*jL?!l+!J8S3qeRMwZ=>6*@VSC58$mm< z!Fy}NmCSDSk75)REDE_o&%g>eC2A?q0ZRv8@hvDs4euZ=3!#BQNa5RZ^Ey@hA{N9Q zmUles;<e&~x3b6eqX8VREzX2&r8H2G$&G^}*`7uID}T%iDY~!(w6S5@l}YiUM+)Te z8LABBFc^zp6|eTg^5|N<Eb+Q$>rS~)9%AmpKFHEr-^PX1CE^C%52io?F=->jnyQuN z1f!M~w@ink5CLGkfiHa`&<lT0<=|Q?Y8(O7K$(?m=|Yt0LV!!e@1za;s6hT@CZu9W zOC6-L;D23QO4`;KoffK&^eV8-b*s>u$VP4&VE~fdZigEUQl(M>6NnAy5lY9=^(Q#l z$gdN(If(#>+?lw6Z)ziyG4qVAIc)jN)D$LDl}jSp0iqx97u8R0TJtJ;1OdjsQ~Uyg zu$71O<fRFCsmSdLMj}N3zAINvZW;_KlcDmyyMGFjTG*HCL<L-fl2H=f5t8Jz)d=G$ zgY3R;2HAbxlxmEfa$ji|pq5t`8v0$K1|*<L8w%8b@8a-zhO$v}stepT8?O5;q!;R+ z0J!L1dCQG8kr+7-?3+E^A+9_)QSCMx=`dfWLwssz;OaEEhY+gb@@z7;P(`2@0^f7p zZGS)+h95B&FFo|)F{N!R4Y`_L-GX#ge{sH9u#x3<N@4O-$zHteq^=Tgda#tB7_av3 zLF$G+J%`!Vv)C)D?&{v8NFmdEl^fh-7zA-~!!sJPByr^~*S&j5%mV_iMs6RSOS@~J zlai>z&36z<8fcceNd3>;jE=Fs98PaeFn{Eviy+gm%>6(q7D1CkZr)D`<L)ec0QY8v zn0IrMQLmvF<{{lDr`IoHe|xt^>pF+Nk3saFu^sHkDcK!6$#0Gg0C((^+AQh7EalR~ z^>d45Fk}_L0G|{}8H1!FZAzUL0Z66iqWO*tb87aM6zchYyCn08A5Ea^Bs?oJ^?&Dm znm<j)+SqXIXI<;InByY?vy{XPCZRlWM$1PMoVrF6m+%8L0DC>XrABkdPYORoi$<H! z?fH)F`UVS>3w_bgP_a0sqxmfYCtB9jC9~}rOxOF(GPJn!$6Vo69J^;paK6$xF$Z1j zovy70^V{_XX=3B#_UahB_ZwJb$A6292tf&-c<ZrbL4B(XCyNJ)PyB|;@1+~P>D-Y< zcToxVlj#-YHtpcOXrTU0E<E=So%h|q^i&eAOATJPrpFO_h5E6EsD*M+&t(r|#@(u* z<CffYmZu$a5|okGq?5sG(WYUm5o)6pZvTUOG9aePm`sregXakhg01xor9PhBbfPUr zguv`|Q%Xp}nSW&+HStzj-0|177CgI6?#WGx{_x)=i+{4g`J?n0DM{8U+uZg2<HLUd zrVYP*mjSO06t~>X4R2xsFgTZ?tPd!E#TiX=>$dUkU!m!Vnp%7$NKj;NO_SHYP7ZD2 z%(Ro&15D8pYKl|{((gI_^W86iq%3!G>v+ao0E@+9zZXh2$4#>N^Iam}ZyxSGe9Y5L zn#5I7rJIMRjZ#^xb+Os+%Q#Vb^KjVw9O*dU?sSqw-&!{g_Hi0*-)(nFCsF@@#NWU4 zZgdQOV_dV{?W2QW2<A_n{bgzd{^5H;{!`zLrXFR(zaIV?n7jUd_i&d2kZjV8u41jq zjn-M5YPG4)cfZ`l*}m9Ugs=c<DNPd{SBfTduHv%vYac$HtIfCl-QVHw`aFNwPEOk` zjw8Wk)lzVtr%c8Bq++>!w8v?G*p`vp8pQaA|9QpD&xCg+<y5nj(;^z}x#1bxjm@y# z0rX;8$E%MpPNHV~!bk3-Mz({v8DsD(pb6F&tbR^(Vmn4S+in^g2UBSbGi4HeRw|V< z|FKnhv@>6=TTr{u{~g|Ilb3Oo7MooPHk6ADT+`t}X;BLI2wiiJbI1mNKq`8)9Wmfh z`74~wxaohg<o98XcHG0T)RE~9a^OkM`{y>VJm)xer+&MSzPKy2ZaRw$2f9zPzKXZ? zw^Ce~x#3USAI)IL)7jQM;cC-1Tc91^GyyUv5MNQ`XiYmW%1p<)DER#GL?@fkt!aGt zSbz`bah4YfHv`*Xg=O`B|McFg`v6NSi8JsXV(F*u&<t(_McM9%O3OqE0FZ3}QDQPJ z^XOtet2Aqd&M^Wqjo%Y9jo=rMv=#I~sAEs)hi4%y$o70ee)|E=A9>GHKgikv%+)@< z2DY9XFqBt@owr$AHx6yBf?GFy`+D33lYyY1#bk(%Dk`wa{%l%*OZ(J5XB$;}5by=u z!u}c%mt5nRcx?vY@NBwTEC|d3H1+C9oAy-*071Gx&L7t5h8a>fporvf>T#iN#1Kp- z0;soKVsSsDm?cFtiFqK*=7A7WA?am_j_ReYfD|&7fOwoeo<>2hO~-(o$b+M?oo5lp zU?2TVo;UU&nQk0^3||#b^NcOUiDNXZ7dyVns5@MdI@lNVvEimR9c@&lNU|)~Cc#U> zJnI9-riLXEGH5PON{Xpg&`EoaM`d(s+KVilKr$^#hli{YKskf*JmrzOl?|d*B6?tC z*kuRd3xfxTy}+CBdNMDzAHXzk-1*|Sy;yP9D#xfjna8$&;gRjgI>lovE$##>7u&I~ zfzra}8segbXvm|Lm%^Aroa-rXvYRPX3%J<;VLlK+>Fhw`pH-69JT-wbJU*uY<P9A9 zrY?h*t0H43>qqo`<VzJQVvW_)z&ZycvNDK5=zgk-KH?>D9&P-qIbS%uBLf98z+|Rw za+7IWp@D3FGqiLp!X%S|1@B5Y$B7#z-=-Xxd?MAH8P)I{>J}JTUby57pV)4Ix3eK` z_Mo@}C}M1Q#4H2rj~%MB<=GH@?>QiRIobNeOLafB2j1hR<FR4-Kxi5v*o|{sDZCY- zM9~=>BeDbwk{}s!$MYB|YuitbmseK0)fEN6TwwrzyrI}9K4xMo&(e&78h+Wy(<|8% z#uI--7z0?s7(h!8=9$M={x$|>kwMXd(!FQHfK((K#fBs*;W=Qg3anJ<@~3VaGx+mY zd2z`aS1dOzIe0;qaF)xGe2)He?8KXp9-QN$M7{hfN@hMThEoYi;tL%jIhse9eHrBi zY93O58&0ocBSt>0qCajyR)>Q{k&st_Hc@O?+nzk@Atc_otg#2GJt`^;Rgpx~HjUO| z!&wfOfYt`%YI%bF40PWe&9ON*SOefZ-vXh7Wi^pS%IZ2TLpj$RaVy1}B8`j#e#db7 z3LAEt1I8|g84BX;?LtB7tz|jjYt0Z2rNnH1TefjCS8^Qj0e~vO9K-fCBUqLi!8<@? z^H^MC7{S3Z9rTqd75$D_r7{lKO=ED*x1CK|L5Zmuux&fhHOa+OpSIFB)krFeNawr- zAlCJt{>HF59Qg9Ck#+!Qm-R|2^~&;?by!`T62dCLQozbSs!(vSs!*uJ-t7F{7pn4q z9Z`PO5#{-^Ba*%cv6wjk*31DuF$W8Qxty9cvMK-v(}^l!Fh_eBq(Zr8I;o}|1xDw# zS)H1%njc)4o1YaLL~}CsTnDyTGdHZ&*V~y2F%Te3CC8qf{#D|%PE#*1M0v584ehVK zQd8Mn=QtjZCo_6TcAd??d(Oi+qKK$}Lj8~6A|8Q4BpxAZ*UBct9|x(WW$-stw&=QZ zI_AbF=F0U)_8D?R3>Qhg2xpX!FQIb!YB3vf36MnT{vMh!CLRj$WNm!B%7sNe`km~` zx7m_Yz5X%g(D4(+1w2;YCvfbIoBBSgDuWz77dXe#M2MxyP{V*{17TnzW{9GHypZH} ztXenMOyub%jlfFH-L8`&@VAg!T;;&J2{dlk^T$q<*NwCGD8!DZexh1UQ!-gR<Cp~u zF~4m?;C*H2G<VaY)evdV{bDm%`ufq}so`wvo9y_#@EaNkt>*%bhf;~jB0Cd8>r9{* zjgZns<cX0pzA`*_RkKm*m096`P)=pPBCwGY*@HA_0y86dJZVzzL$1}_&Ab<BL&cFx z4aQXw48^f=fs2h6vgV@H$tiY9b;G^jo7RF#lAP;!B=M$>&(d<qf&``{_gdv`Gb`j3 z1Pro692ViZL(bXCZxuJ*I7$T<dghP;aCj2ozRg!$xP<A^cP*uQ+mFJ3)Km+ualD(z zb$-i8wM5^NZmI;U_Y;x~)y0x5^~N5P%J)+G5Z|42qvv{6Hs4Ajxa$#mYElI@-=Df* zd0=)_P@{1Mf6`a}lza1Q&2Xfgs;`r5u)|pcIOm_Rv@}BiT;*=wv+!3P-UghEdpW=@ za{*?z_wOuTC+|SepL*?o6rvq{RVxx2`cSB1dwCJ^6j%%TP1gk^-K!g$v(Q~UB#9jr zB)(Ep+1~KeMj=ld5IT%|c7isy4Ya~f5%jpSdrz|vXwbp-`w*-$C<WG4AU00i-zaHM z5og`*(PDGHoQwm(Ivz_Wm#*IO>Sj%GuKWk7h;avGNXW&Oy*gzc^T#iyfp+AEFogg& z^7L~@#Zq^xqi&lcsFG!_vND&AISw-?$d|2n=IXud-RJ1VuN!$%#5&(^K%sH2GQPj6 zZtnf=;qJe+gEE|#0j~`dxBEE`xrzZXm!Yf=DSsK+j@-EMeZHa})qq<jb!*?eK7tLh z2og_%1nWF-B#oM|MD>d7>7D)h)Iq7G9?fJC7<N-t#bVu6q{Xh?iQS*>g#Z2V{_g#k zMDC;rOHs<*{o_u`G8AdL%kv@>QM$XYcfSPb{*Ve0d{R#B4^b+D4}18>sP5TnyZ_Jq zpMPhLx4)n7?<6e5PR^XuG!A7N?W+Fn*Sj#zv%DmV#gb4`iZm=E0;EY47R7{n|5Go; z?$dDhH~4dV;&j|$I`6PJkQ9!~ErruK3Ug7i!e4ZI9`{Aiu)1lO{_v)nyI+XzleTWu z4`-(bvp>YL2!==e&4c4$on_F2vcNVEYJX2*nBr{oujhtg|M>e~EJLfoI8`~`5bh62 znFimYNP5D5?V}_(sNb|FCz((5uWih9qB}My{VplOQf6S8I7}0-sX6x#`-2ogGlH&} zB#EO;%<>?N<w5959!5SqGpbS5ks+w;J6y(rGBsmS215ROpOllxh_J_Dp9dGqSbtB3 z2c3<ZB|_=NT5xYsG`lwZ>m`6yrCievppi_2=Y3iR;img27QiT3mS89xCIiJuSV%sG z%puaiH0}as9menYods@G-y$I^#-bAus`#_hy}sHA0Jd>VFtPI%#Vws37*?rq)Q$B! zbZa!6ASz}2UfrKM4Vpo4d7?*D5r0u@>C&JdjCRAQP0Qcx1|a0ntInf#SG%wYz`T$Z zsW<PB=+!(9bPaK&AD@|3o_G%drUwV`>d~i49zetx*ZHlgsv0}TIzmuu42(j6sI4;k zchY7r1Ix@oS*ARV8pL<{cYoMQZa%(ImUGnaWn%z_fde5y0@CoXp`tq~vVUw8s43UQ ztQJ5!{k<Vw0O|&Y`CRcpHMY&d&k^SWGEv|uJ)EuQUx71hh~j0l>*Iw04Wz(tCuGz> z2$;$raMbOQ36|lumUs9TN!b`rcJ$E4f$XI^h7;>SQ$?Un*OWqo6l{>{c`5~Pn2c5R zoxD{>fjv`Z6-l5h|DKN89)CF~;LBFWrf(){(Ec)u2-td27KsD|7#UR!eGkETz`s~q zaM#c=?wd%(9>n<=!Ac@5CVHq$oCRRexJ)oqm&$nW)_RW0%CVr43`jAIXv)|~uwx@C zJQ!mLsxa`_bbz>tCX_$QR^e-zkYg7XjX5fIVMKLLkN)fj-EsIX&VQ|a09DQtQKkX` zR1n=N*La?NGq#5<JxR4#Vq%i0%3+`-MFve;Mi7{AhDI?}*HOxY25~G`C4#q8Pf1ta zViY&A^xDLdbrVa2iE?JLYAZ_~*EW~TZI1WlP^pQ8>&BL@Wa1diacsI1uEboQ7_Q6! z!AE(ANH4-sJwY|$a(@SdOcH#-@I!iStRr6m8QG=45>6*j8HmY)$}#M07J14}V<U9W ztMgiIEbs8`l8ub=F<pm+gCR>pZD>qpORn8GPNr^*P-v1}%|LBx%!-B)_H0j60YWUw z@C1?It3IllB|fW>UU`O!$sx;Vh!}c(bu*xA)c;9WUXaGLs()SLu@U3%HS-2zl(v@h z0rw1>YSuhiLRgZ8vF~+I@_dp<5X_&!Q4if*b7Hb3{$M0_+BE#dO#l{V7<)?LIP$(E z;#EK}o35J&kXXJ*YyeTJ0-JuAY8uK3GDcH%c|tg~3c$<}xuqu?aOR#);f1SSJ@aDG zPW566eLRnlCx7EK^U$G|iiEGLI08}aVH?3GYDRP;sL7z!r~u!a69EiH#bPkpXr3RY z>7UPe<X;F)UVH?{Pu4+IndfrYy0Od$YGXLDm03_7dGB{pM8eEVg#}R@{J3Jn;p##f zvZ0We>!4>+GYxiT-bHmD$*7#6-9(O7xLV2!F_@}5TYvTx(o^*zUegeOAN8m%9!}@B z)cI<SQ%yUc$qS>LzgE09lW_S@#fwN?7@3<qEJ%U%#pL~$G+P*17Gaj-T__KW$ai@# zw7A)G<Lpe}t&501Hly=nsPm`JB7R-ZWB~c+9wv7feQFNyAKq}g7v}5GQ$m&VYzQ^N zPa6PKK7Vque3yqw9wCQ32@|-lc>#yYp2AwUP?Sa&LgCstvyfp_X48&$FIgs`jFT0| zwi_N`GKV4j6`rLCi$Bb=8oU3^vB*M^=U0|w3N-c$-f&~h^Vvm}>*|i@c&O?k%)!yC zn7Tl37%ujF0=G18nJ8Tyo?gey1crHQd8E|pI)Cv3{G#2FSJh3ZB+y_S1iba=RZbI2 z3M3#Kd|69g%=rL$y2cZ>f>QAP*G@Uag0IJfo8kkZl+!HT!C%LpzU<Pf@f7|>3Cme? zT(1j!5%@VBT21ep5nsFq7@3UUG;8Y_au0!R#-10v=d(#m))~Gi)8QB6+Ce?q8ikhD zrhkbq=9d8~$)y*YIhIAh&|(@BSRn?{VYq=mab(fv%y$>~rbai6j)_PQfc6S56N)b0 z@HKmF;+n4qb<Y`ElW98pZc87oy)?+-72-CS00aj%?YNj=#1uk+<TsD0hSQCiE+Xcj z%>k@@=yhFpo)caye*OtK<iY*V{%!%_`G3-b)|BP+&cbK=R=}TZvS_->!HSOW=G53w z5G@zO?0KVEEPTK6vip0RAHIQ}RK&%UOt@p6OoTnRZNuX^ZelXHdqBW9W}eXi)%2&M zqQ;G1d`dd|^U81SQj&Zyn>Ub~Tw6TI%$@3X=xEFnO*Vt+!CB#3E$qPk=pd7@$bXan zqlNv|=c{t_SoHPTx~9KrXCF@U^NJs4Xd@QQH#?cP!q=M#BF*xtr^x~mf<mZ95nk5w zC=b)Lm<0BPx*dkLYt%{GS8BEtB21$AjV1)`zoaKs?gN)g*xN@(<*{<0mV1?R8J5Me z7m*5^&FB!PSy(3dO|)ZA`Xh}8AAflxvFtp#kaPXbq_{0v2*Ui!q?{@?g4P*<5V{H= z)vyi##91EzgdQ2D7XGK!GKscQ?0gLhC=*$l&+Q1x30$`a%p}VnlNPvk&nJ9SpqnD1 zHri>NOW#h3;_QIe0vRpN=I@?WhO(+{kAaqmD7YM(#j%a47jHis$vZtdk$*JxBqF}2 zO;a>~L388RHR=EWSavdc7Nma44}{vk#94Zry1oU4oJCX{3b2N82=2v-yIXJzZpAfF zngYR#YYPN-iWJx24uO^;#idyBmI4V}tiUbq4v%}zTfE&{e6yK3vzpobXa4!qQ?R~q zsU`%_8xMcc0F$%c2X)7PR?Oo^V;sCH=I`;BM}2RqQ5w2gaO-8`$H6*G11Nm*c^H~Y z;bL)`%{=z8{GOWhhWGruF_OKUNs#&yWb{#LFWx~F9o8nJQt`=_g6C%Y;9>4Yc8Mi+ zZ_xX=Bc$`&%b@gKncj8q6$5Tr+0_>NxD<%AjrS1`-udd=cF_c(mb8VgGG9~RkPx!2 zd;WrVY<x|2Y@r~F>%2*EOz80gPB3kRT|g{*m956|cUzyMox5*O7)uliLHJO2dmmqK z=-YSr&}^b6BHXt5DdJgg46*+`2n?~%`Gl1C?@_|cyD{EG&g<0C?xnrJPd^!3#>&%8 zx^UylRWoi<0Y;l+P5*?3vqH^WYGafFFn85q4`Bl<&=-e~50v9q4`=hpl=$Tu;n6|s zgQ98Kic@CY`IVC#?6(<*MH4H<Hh+)ih0hgs4e#!_iMj(6?)QApT#_%IU|08>U7MR% z-*&jLBR#9O3+L?^x&0QY4(79~m<_!OJ`LGw@>9joPNqwF|7=tIqJ5xnuKyI>JMtL? z`VcS|>P4B0kMzjNtF-i#`tJ5u!zUL<@r+kOoQU}8-U>4SmX5-;8|g2ooINk>O)=fR zaJ*;i?rbZA&S_aKUhZbH!e*O?e&z}p4}W<BdrX14%m$PRs@srW-?8g=>l>D<9tS9D zcXdCys22G4%)zYu4u_f>4enm2V@sn3ZH7U4TW&l&mpEI*xmQN{IFfosVC6`~d-h^| zP4el5ZrHiaex${${>mu1y=baKWEdw7dh49pB%54r2gF{3T1Ev5J6km`xr#9%`3=tg zZbSbt&RB{a_z;+RO%*8dphn_QZ)GgpPu)qDLPsWWW8Eq8?o~iqVXA>yWbw8Q;@_YM zGStp`Ds#f67vok~s}#VyYKvUeD~Wjkw3S<#i^lc7o}Xfu+OXVu9oI52choC8Uc5)Q z{BLRXeiG+aq0NdOthiLTb~n(M@HF&V%Pf<FZODw8nF=aap86r+nx373Q6xGbigD@F z$r?3Yg$cid6gO}Xq(+YJ67Hc!&AeS&HZp2T&sZ`1(gz4LV^r%2qznq9zAXwi7^_oI z<9+sG{dL$cr$5X7<O}Y}X|at51-xL93GwL6<(+V2bIJGx3sv77*arr$5oaH#S!FCL zAMPJQ&o}OoyRYLvKb3ks1X$cQRbL1TUPd}~r@c?cB!VpllG|-+d4<!DaDLp9aSaiB zSYtlHP+07Y<NmQ)jt^-(jnoN}QswAb*tW-$SM7B6{HWdiJJ<Wy{%1Yv5<&dAmtoO> zB>ykhIZ}yfFn4KJ6Z0Z%P030Mh4&=AzG>~x?-Xno5OOXREnn-@VrhG&)HA<&GFOw3 zi4appv6N<1uH~etV3klCX8XNe^wy3_t9!vb<{)NyRwdHVQKijX&##P8BGsiqhx$_A z+Tcz{tH))P%<t6MOb4GE1#P{R_8v5H6@2NCgP2)agh8gz*(Kk%uiY3@Hc=^avhb1X zE*Fv8v0NvQ<x^raJ6BCqu<m)8(J3E=Sxz+^<!iTBb5@*=4g*NPxdel1*2M;Z<HIz| z-#nm99T0XKfc#(w)AHo;Hew1MieT@b&{SUkLGZ&6`D{9foUnbvDR%tVZVDu9RtQbB z$S6#Ny?5|=P+MoLr?r=rNBu#Dib!9TkK6BDGEZe(5zDspI#jGj*cZqC#mMM%Y4o4p zA{TqOp<)Tk3?9Hr_!JqyN@75w<OuJR_XW7ZAN{c6j0UhTS6Em>dp%dEsLX?^aUd?{ zEt<c64V40r=DMl3YGw0$e8y&F;=}>3Jy%m;)r!?!Z}Sh|<Dm~OPL#=BRtuon|1Q&w zvLK}B%;$oOlRPW4-q#1Ke1gft(mB;arW2-8R1`JzmX>OiF8G4w%Pl*BcPD7cKIB7V zECUXhgbAjkJB>ml<zi1z7prVDCJ755Um#0RYBa9RQ9^8l)8?uTDAO}Ue)dSsIYtg< zz;n9BM`~;m+{hN)Wfi5_fnH$Gw$#0Awc29y9rL(~c)arEdOA&?wrH&PiGa59>TRqW zpiP3R%oj|^Av_vcP4gAi%j?vr#D)Lh9Z)zCL&{T7DtaXEXLf_q)oh;bP*C&wN_dwr z;W)+7Kc#_UqX;x?X%Zppe3x8rsYU^7Ec;PnHQ%wi*UugY9Cx90^up*%-jkmhf`}#) zKu3~Vd#sUc{alCxsZ8raFU}?4haaqloHg?K#pI|tI_XDZK#uO~*>5rSq~X&}t9A3m z8`GU)&Chn|PUO^&9F-Zx5kFMFwNa}7(jj+N{~F6_YD-*K2>Ev(T{MyjhJM)WX%`L= z{TO-fHyU_;mhrT(_cklX)P12?Yx$qDos5AMi8^8@EH1v_&aD&ckwFg?_E@xf)KW&J zQs|QIdVw+(I}dMM#BR?zwkO`&R4}OTgJxa3f%jJy6>T<`hRAr$4RMRPzvcl_Z3<Qn zw!DJ6idq6$L_j&f`mS1lfhDZwP$v#D%`!P+{V+}HRdFUWS-~N#k4bG>DL7}fMfm2> zXez{K{tZXa^lROg!h7djYt&aA?1Y)!X3C#Zc2)zKwlAQEK)k4{qkFcV5oX-L-W&W? zmZN)>efhhZtEMB%OSxTYAk~&JuIHKwHp)T5cIE|$QGv;w(7^fi&jQ%o`D>6!S!Ja; zWyW=Qj~AAfY=pifftyt_a4_mKXuAbe!2is9`Ch~5XcEDY4Gp7CU!Nqsk)4-we}G>a zF_cCeNgfSEQ*B$4fH;kP3VL7X6|39%&C*Lc!2K>r$x3U>JS~CQ1t8$6Crl>$COc}x ze+^lyD2YY?ZuXyhnoGnrfS^@-lUX4F?DeH%|JzR06Q=!=Q+B@?3016<7RfWD&yYPs z{tU%4l+XN^qkiT^o0AsJ3sWv}NuUUyun3p1Fc%NL&?^sn)wjM-W^Pp(QDIS_u$Tx? zMD)Lsw#p)!5dviqkd&~nxEe@YN=#ivRase7O<7z-MO|E73@9zBs;s~)2mF6ZvYTpY zq+mHAZkgsUM~eSB%jiKNSCL3%D=>aVg#mXP<+x4|UsDBY4x?fQBU%~hHj8Z=%rg6L z9L}Jp$cOa!Tu?yv4}ln`mUc(ukF#!LDBGC)C9j0|yjLxXe(DrEOk%myJ33F-TUW9> zayv!YM@Iou&ZJndCvn0EVZ^SxV;B@Z0E=K2lEgBkQT@X(8Uaql75Hfuu12kzvYV() zAgVtK#;Bc7X!|1(rmj#o2u`Zt1Ttf`z^SXXh_^uU+!m=wT8kM^9<`lmW8FuwVX^1q z=qieEOS@MI3+t3VR6L=V#eD;pnLLeE?$;?ERi6twi#9$47<U~PsaNobTl!Y1z}&?w zaIz|)zfBhKmucLA3-~kcv#xcf-x%t#3gHCx7%LE<1?KxcFoO6z;sTC$+lMnlA`$Tl zg64)})n|qvB8)hI;4T9E!&e}9`{*C~6+H2h!Xn{pg#&Hk(GP2A6xMm*BIp(WH^-$A zbcCTzYkiDkPm#!n@B6fQj!s3eq6ZopT#bGaPlf`l9plza!YF18DhOFM7HukaD;(Pm z3!FX($5QVn>(h_9w;%oAK(U6EgO$WAhh5nxE=4pI_8EdxfVtDp-;O32AuUWookO^{ z6HlvOevM}mrUoY`Wn%mj7<E{2@-}g`y}|?d3mrkkfQH*o<_W{s4L={5B&+^d;ZvVE z5iVDa+W-NsSp^U>;8Ls+N)c>>WNr~Tm_ajmU=aN-;>X1$nk&&R`W{Ge5l<o<9YO1c zo{r{q=qk`DSppy*>j8*^&mSc+c`jS&-ockjNnrH})QJi=N%fb^2zBpITzzt6f8x3I zGj5>N4<AyNVPwfYgS<sgg)w}&WWGi4GkLR<3A0wVQ@OOAcsc#8Amzyb%i)yADo!=^ z3SbTz7h35_-kO#tKAa(iTt0kP5<JW|_!rX0J3>xmw_NK^gnjRfA63JpE6?&TZo^+$ z$#ZPOy?C(x&s&zd#}Ez3uOk>7T)M#K+xxrr>9}hg7H0}WBgC{_rkF3PKITTIfE^CQ zg#kqRSb?m4`l9_fa3Uuh?NMyFyz*w~xM=oK9p=U$1yj-W@lY(6g51eEfCz@}r@iTu z732#pCSwW>PY5g81LZ^ayz$yiaBBt5wn(-X&`hkAhbu6g(2^k{78rSbMya2FO#ZWr zbfAXaiA!NlMbM^x6iO0PaxN$0$2@>YTcFGIY0m)6!p$b+0(4daW<dhgm{B^q?L!xE zG`cW#?XAp(Fh&IRd4&5!mw3tJ!ffDweU-$hLLlAH!+Yg}1c=xogtpBZ`oLdWiFo1G z{3Cz9b`c+^-#?GLWFJkoUl2i07%smC6JB)8Ra~f!e1Om}V6d%Waa(Q=X8*LOObYk% zq)dIIy_HRVQz4GaDR9=rce}x!gHwgRRHb^!Ga2Tigxk-rq@q{V-vx~<m9aqFlk8<2 zOOadKFL98JH9)f5%2cEq$6MYt)s-%{blbJGWOe&%QSZd67zx@fL0wH^9vM1e-n-)^ ze7_+}MFFNrr=_|Nm~|hTWrmUIxvtHqOT`Ig&Bmp_>Ga-dWhyFqn9AnFzz(R{)ooH< zJp$F40`;>xd?`@1hoL#_2X5>&hSudQcu#b{S3cwni$TeRrJ~-4nV_CGR!YV?<xgmc zX|b1fXX&3i#v~5{CFYOw!zD2CSP6z@Pp3f^f>?frPVcyWFMMf}4TC78+f8`(FD70u zBzn5{T_0#7TirBK2^II}>UEYCMp@R=IC@6`)E#x2a*&Z2!yxMO39Vb|%X%e0Y_l?t znJG4y!N}`#7VM-~yQx;*@#aW@OXqYJU3!GI5w3;BTYr2ic|Obv$$~wNadedY>b*>; zcQJ6j@CdeXry7l*tAp(&^0FmU#xL8x1N-Ykw<1|B;hNOk5*81*N3{_-g1iC(m^$^3 zt8BGS=sFF;zxm7~tpUpo$1@tdR#UsO2(xfKzTki3ct=%+S$Dq<{C2N%16mM_@($Y| zh|Vq7Pnv4Sa1fY;VAy)i9WRpDKeEs)@O|C5f4DqEXc3n<Eb_l`hy?+XBG@1d)@VEZ z2Fw2n_`RoOz`X0nqp^#~J7>tjwN|z5i6e>%n@r?GyQ4P8@aJ4$odT~%^WB!>T(O$9 zQib|yK%F(!<3$xUf_`+%m%RQFI&{#!AJoNA-)B0_|DlT<X5PC1==20)T(TX0|5a^q z7f95oK7PS%lUO&)H*vM$qK?Y9J*4iW8w!D75|rfnlq5)Qw9tvP)dr$vQzdi+4Ow{t zCmJC1f_#i57#t6l{Qfel@e^i4`z~Gd=CSLfi;)xPw4dis6s(CSbL0~)u-2H9m#zb8 zvIl_<SDR!olrz6CX|`t-f>b3KD|^pS4(Gd9hv@JwvqFq)ydQ(^ns;vk_KHrs&+zRA zW#e+qowIcmr7ORq=dT(Zg~&uayUA0zMs+wxM_8hsT|@C)WK7+#O&^re`LC1o!u0Ft zD-RQeBq|K~kldirW(vUp`6yFBt*2!rg6`)U<Ip$^O+L%gxabR+{&IB}Q(~2GHLf^) z-=+k<A2u>^82g}KHg{!CHn+;xgmJ(HqqC#ARqjn0=~#Ba+g1#D(^+(qC2rNzKQAq| zUKBMM(#}S`L>tS-ZI(e#7b+88MUZ(cR(Dak0+mjoTcfTL8$kL@NxKG2&7LIxpx^2x zjq~|1#BCUR%1qF@dI`Ib&MWqyyr{qW>AxLsy|juRm6J`<e|tEA)8!NyU5MC&h%^Z} z$He9g>iEW7&zJGFikzdDCADmfp`Rv}eGYmkS!$9neop0!ZA{XhY$uJUr$l{>2@Fv$ zi4v?S=u0mz_m3K~6Xz`}F-X^NUC*FeMO8GyDjU{+skG=>**(?Qi+#QJm>!pLeYL3r zowPU`g<9^^2R#Z{?lj!wUqL6qXZpQDdlA51AL9iz*T?I&mhF1z36<s9!rVX1uKnPm z&ODqU>(>d<`bKj1o(a?b745!q!#fLA*UE1a_#SwAf~AJbQmO*^^-eCTjIF=rZ`@YF zc!~mrhCj7k5G%cf^5|w4y1NEtJ(Z{e($Y!U0ibkJCcsG=DIK6Bjg$&tm_|wpKu;qj z05qqP;yh0^St|FxY>%opj4NE)7n%x&S&sbi<Z^ae8OWt;Rp*!C?Blz5Jcgngp7Ezr z1G=QH5n&YN1@H|lDlR-JP#<9V)r_Wlgd2r@K70{tm@^Kz^iE*<p5t{1k_r0>HwmXf n<^O6w?)DzGF8DsaZ@qm3y`c{HA`&7JViFSg92{!;>iGWy_=fD! diff --git a/Thesis_Docs/main.tex b/Thesis_Docs/main.tex index c313466..8db02bd 100644 --- a/Thesis_Docs/main.tex +++ b/Thesis_Docs/main.tex @@ -49,7 +49,7 @@ This research aims to enhance APT detection capabilities by focusing on beaconin \begin{figure} \centering \includegraphics[width=\textwidth]{../Thesis_Docs/media/apt_attack_lifecycle.png} - \caption{7 phases of APT attack lifecycle \cite{charan2021dmapt}} + \caption{7 Phases of APT Attack Lifecycle \cite{charan2021dmapt}} \label{fig:apt_attack_lifecycle} \end{figure} @@ -70,7 +70,7 @@ Enterprise networks are the backbone of modern organizations, providing the nece \begin{figure} \centering \includegraphics[width=0.7\textwidth]{../Thesis_Docs/media/enterprise_network_diagram.png} - \caption{Enterprise network diagram} + \caption{Enterprise Network Diagram} \label{fig:enterprise_network_diagram} \end{figure} @@ -144,7 +144,7 @@ The BAYWATCH framework consists of four main phases, each involving one or more \begin{figure} \centering \includegraphics[width=\textwidth]{../Thesis_Docs/media/algorithm.jpg} - \caption{Algorithm steps} + \caption{BAYWATCH Algorithm Steps} \label{fig:steps} \end{figure} @@ -465,7 +465,7 @@ Understanding the distribution and frequency of URL requests is for identifying \begin{figure} \centering \includegraphics[width=\textwidth]{../Thesis_Docs/media/urls_request_count_log_scale.png} - \caption{Request counts of URLs (log scale). The X-axis represents URL hostnames index that is sorted in descending order, and the Y-axis shows the number of visits on a logarithmic scale.} + \caption{Request Counts of URLs (log scale). The X-axis represents URL hostnames index that is sorted in descending order, and the Y-axis shows the number of visits on a logarithmic scale.} \label{fig:requestcount} \end{figure} @@ -478,7 +478,7 @@ Understanding the temporal patterns of URL visits is for analyzing user behavior \begin{figure} \centering \includegraphics[width=\textwidth]{../Thesis_Docs/media/visit_in_24h.png} - \caption{Number of visits by hour (24 hours). The X-axis represents the hours of the day, and the Y-axis shows the number of visits.} + \caption{Number of Visits by Hour (24 hours). The X-axis represents the hours of the day, and the Y-axis shows the number of visits.} \label{fig:24hvisit} \end{figure} @@ -493,7 +493,7 @@ Analyzing the time intervals between URL requests is important for identifying p \begin{figure} \centering \includegraphics[width=\textwidth]{../Thesis_Docs/media/seconds.png} - \caption{Distribution of time intervals between URL requests (0–65 seconds). The X-axis represents time intervals (bins) in seconds, and the Y-axis shows the number of requests on a logarithmic scale.} + \caption{Distribution of Time Intervals Between URL Requests (0–65 seconds). The X-axis represents time intervals (bins) in seconds, and the Y-axis shows the number of requests on a logarithmic scale.} \label{fig:timeintervallog} \end{figure} @@ -508,7 +508,7 @@ The identification of such periodic patterns is important in network traffic ana \begin{figure} \centering \includegraphics[width=\textwidth]{../Thesis_Docs/media/minutes.png} - \caption{Distribution of time intervals between URL requests (in minutes). The X-axis represents time intervals (bins) in minutes (1--30+ mins), and the Y-axis shows the number of requests on a logarithmic scale.} + \caption{Distribution of Time Intervals Between URL Requests (in minutes). The X-axis represents time intervals (bins) in minutes (1--30+ mins), and the Y-axis shows the number of requests on a logarithmic scale.} \label{fig:timeintervallogmin} \end{figure} @@ -526,7 +526,7 @@ Understanding the interaction patterns of hosts within the network is important \begin{figure} \centering \includegraphics[width=\textwidth]{../Thesis_Docs/media/unic_urls.png} - \caption{Distribution of hosts based on unique URLs contacted. The X-axis represents the number of unique URLs contacted by each host, and the Y-axis shows the count of hosts in each category.} + \caption{Distribution of Hosts Based on Unique URLs Contacted. The X-axis represents the number of unique URLs contacted by each host, and the Y-axis shows the count of hosts in each category.} \label{fig:ip} \end{figure} @@ -575,7 +575,7 @@ Figure \ref{fig:ip_url} illustrates the distribution of unique URLs accessed by \begin{figure} \centering \includegraphics[width=\textwidth]{../Thesis_Docs/media/ip_url_chart.png} - \caption{Distribution of hosts based on unique URLs contacted. The X-axis represents the hosts, while the Y-axis shows the count of unique URLs each host connected to, displayed on a logarithmic scale in decreasing order.} + \caption{Distribution of Unique URLs Accessed by Different Hosts. The X-axis represents the hosts, while the Y-axis shows the count of unique URLs each host connected to, displayed on a logarithmic scale in decreasing order.} \label{fig:ip_url} \end{figure} -- GitLab