From 853f0d800692461f91b345dbad3246a52a79307c Mon Sep 17 00:00:00 2001 From: Fernando Blat Date: Mon, 29 Jul 2019 17:23:13 +0200 Subject: [PATCH 1/5] Add Pedro to the team --- _assets/img/team/roxu.png | Bin 0 -> 3334 bytes _data/team.yml | 6 ++++++ 2 files changed, 6 insertions(+) create mode 100644 _assets/img/team/roxu.png diff --git a/_assets/img/team/roxu.png b/_assets/img/team/roxu.png new file mode 100644 index 0000000000000000000000000000000000000000..9794d6470eac2faf60a314443c2c2e4cf600e469 GIT binary patch literal 3334 zcmdT{dpy&7A4jK)HOnQJO-N@b6GQH|$KAwoiIRmOQgWHgnR2KYEt|QlF>@=9OD?%p zNIHfw_gjS|8#YOrc1{PWp7l7V`s?}odH(qQey`8#_xZj*pU?YqdwuaPNP95=1Rx|N zB!+OXaT9!dzdn0J1n)z}Mob|g;2^@r@+4OHZHH*Y%a{To-muoC%SCZJCB%1kl+PPi zkKC`SxSFMwbCbdx^b`Kp(fG3+t&|XSAz?u zIaHnAR2-owhGakdG~7l-&X%fZt>sYGK5jsj12d8{EG4aWA@+d(H-+~(w<`83gCE6$ zf>rm`x$SwO5^&02FT3SNRC3)}omhoGT<_2{l|yp~XLtWfUMf5ORly+BLYvg+rJnpY z%at~`H@D+6sz0>$95{Qj_i~}XSq$r*iw;1FI#}O^dmbT#FC7`a;Q8Krl~Z25|1&_P zCa+f+)uHSZEOH5exIJ`m2M~Vi3kNDVGNe#ef>wYGY6|#2Buw& z5FaLOGEEpKJ#!AL#&^V7dPe@7C=;t1!ZcZ8i{sRqQ@+fBJ#|Tq&B?DZlGbmH^s3JZk&!Wl6S=Sa6g|PTdG^bb>+-h7AbP)C4dr3eUsYXNnX11Vs#X8FU9i0%<%m!vORbNPU>{1 z9$9(k#keT_fCttLOl*xKrG!VA!*E>k3SBrfh^R1&lufLv%hy^n3*y67WE#7^VkoRG z0>hr>k@&8l(joW!A(&xOEUt(j5+-AJh{`wdgduHZvY-AGPR;_uvS z#V&ip_#dUwCCw|*dhV}_hlIZLJ)Bf0*kE=f&Lys^oH)`(E-}JA zk5uH!vtv+9Wq|iomp*5NQ4^o^DpHF^tP+qpL${r|a4dZeh;)%VIBI9{oCi)&Be*oA zJDYYGKNw*|bLuU!n{#bba{H>hdJ#_AUB-ohJ5EF?y;@XbAk-d1YJ((BK#2NCc3SjE zSsn2eM*RueMecTKSot&Fky<^%MqA-V8~M{@j((QHvq*z4J%5@iKN1*5F~D}=ib@<{ z8O(G*@^e}%9K#H!(q{)o>N3?6*_Ug%t|s@j_F|=r0*y(HHy=;ZyZ{%y7^hCd?g>t7 zpzB9zjQV(@7vQfo;ni|Y0_wfzhj~LEhKBxFk3u}np4fX#F+j11g-K^&)BTii#C$6) z`M?Q5`ZQaKvsGRUk!k5dj;cB140<68(WH$Rg)Rf@ZXE?eGQSp#vut)H-&FFPsHU&NF2A+F^GjJ*P+cc* znGTHFBy-2;(Hb-$hmT&KFv@%Jx8L`x2Xc%YZx_95%*crZ-y4lk;nsU%k%;4EaOzQD z9kJEw>-@Px!vo&212p{PNj#s`TidQb%aiQK$~S^bNx!_mN;las9zP$T=Np9QM*{ImZSbhluG}4(%+uS46p(zZf>WU{$YOE^!Ba2Tx|p^ zVQ3*0xaUzuQ=s6Cmk z`T60{#WWN{9UYuSX(QPJbaNTUru8Ne6H|h+XEwSZo36s^qQrZ#r$|R zyp6<*1dZ_`+dIbTby*ZA_P=C!7!ccbAVB}hC}Vu<+S9E(`4(Ej{DOmL-8IQzOr?Yo z@h|rvDLiiG_hOdw+<5%W!6tr`Cb|V)UFso~+xwI12t(*&q?!V%k2>IgHQ@oo;_bj4 zr2KFL^M(@|AXNbiEq+z&6rdg>Dd;&*^l9egAWOngBM2}4;5Z{pOR?0(;H=f8CiqdD zsSRGU758UE3&NfN^rHnWn5(SSf7z4tD94HW zP*F5=wjVYbdP6jHjvqP(6}?jYdH}6Dp4$hVmh*!RH&E23{82AEtHi>!o?XaFHXBSc zB5$-^Pl}U>l3t#`CckK=UYVp9M~+!{i^oWM^i3Q?&Xob_qaR*WgRvC0B+BtT=0h&m|NV_vwZPX2f#d zV?gH~r0A|gE)pNo43W1Tsd=i1$?^PdpBd)Q)j>51K@C^ka>e13N8HDuqQmy@STx8`Q03Y)Yujxsthq6TrkCH3V|eeA#;KpX zkOyVO1*?|VpJaKNcgqqVDyjpvLzBB7Wta^<29at>&6A+^X&@Jp22M3of7|NCzPWwJ z2m7 zl$Mk_ADl-o(clE#jZOM)bZ{OKfDthO+u`l0l~d~NogQ21HL;}c3eJnsL2$ogs*!py zv63z+r-_x2Fs|wEu5WahS>CCga%#83*FdMKeJGHhPEveM)w(u~@I5|$cOYmk z0?9dC2HPU2#1Gdt>87=!p_^X!&V9q-W{N_Mv9dYZ)UM~R+1e&CP}roOT;qoCXUqO? zEMK{9b9OI?eN0A&n0lIVYGs1vg)R@9C!YC6x?D+R{t$2%ff3l==U5XGAZ(zUnozsA zBX;?8*aP=pBAY3Hy0})jm6ahR8Rr#GK(eKp5&a)n2IT!=3pKIJaPxlE&fE@#{NKKN zroCKD${MYTNTVnWyo^4q!8M$}n|jmgmX4lt7Tiw7Q+H}fp$Ah#?N~!~YvA7TNDPmE z@{J};8|5>B5F&oY+W8`AK1!pw0OGso^c|p%n@g`W9SktFB>tI_%lN#d5Y8=tN?Nc) zDDtPikz;1RdtXDkFYja+V1Y-vt{1IaYr5l@3P4}UL- z6(h%L|C*Bv_ zJlDn_Myss9Y3?~y@a;ExKP8H=O@_FgziPH%?)dGrKeF8wXlO0hrqH!QHx02}>Q-`i zZ==3{`c)vA#MPif1C;LOL6r$z-3K~$SvR>a{#yMUDyp0WO$KI(>o{2T9{fKS))T#+ X?EAnTL3a!8H$n(oq)n}r-}Qe3Cq)V6 literal 0 HcmV?d00001 diff --git a/_data/team.yml b/_data/team.yml index 9f5e4bc..afc94c5 100644 --- a/_data/team.yml +++ b/_data/team.yml @@ -15,3 +15,9 @@ amiedes: img: team/amiedes.jpg role: Developer handle: amiedes94 + +pedro: + name: Pedro Álvarez + img: team/roxu.png + role: Project Manager + handle: RXnetwalker From b59a64ff9e75272cebb28a1d781866384ef30708 Mon Sep 17 00:00:00 2001 From: Fernando Blat Date: Mon, 29 Jul 2019 17:23:19 +0200 Subject: [PATCH 2/5] Census data post --- _assets/img/posts/190729-chart.png | Bin 0 -> 147018 bytes _assets/img/posts/190729-datasets.png | Bin 0 -> 64039 bytes ...07-29-populate-data-historico-poblacion.md | 105 ++++++++++++++++++ 3 files changed, 105 insertions(+) create mode 100644 _assets/img/posts/190729-chart.png create mode 100644 _assets/img/posts/190729-datasets.png create mode 100644 _posts/2019-07-29-populate-data-historico-poblacion.md diff --git a/_assets/img/posts/190729-chart.png b/_assets/img/posts/190729-chart.png new file mode 100644 index 0000000000000000000000000000000000000000..75c6571275d9ea4afcd833b0b496cfe814397462 GIT binary patch literal 147018 zcmeFY19zTH7d9L_jcqixowRY|#|8eFk$+iYyxZ+iDZ@8|yh!1t~<>s(oL z%{kb!=a`wj_Z(-4th6XR3^oi95D>h$n9x@sAkcOoAh1Cwi1!=**s-AXmM{@JxM4kM}u!* zeZHYk6rpgz6ddRR5NJp}zEEt(C!z&3>Hq7!`1v3da2_r8)qvT2B#Zi-}HsU?Vs7=+-&D?Fov)hoQC zA=NaQAt6v#LieCR&P;KXVi4Xutr)yv3E|sB(@1Q4m5n_9g?A3R`3#FtXF|@pB7LEz zR>BK}7xXT%Z;8xuv2lZviRZ_vMsR1nXqVF|=C9*N_v?u)&7|_b|Xfv;9_$H^dHiA}2a61<*lW@nn| z0DB2LSV*9PC!5mQk|aP~zQfJL+zkRH6W%O>kpB!+I7aaO1QrZF3 z&$rRA+wkC@b!BPdfj$cIh=G;))d_&hA}PS&1)61Rf47_XxQ{&p$?FgC9cdr$8eF8) zKm}jP??#7t0pBqQ^e2=vWjY+dzj{N%nOg%yxvPIe72s$_wmJ58xgpRmD-IQD5He(GsxF|^>!`&zSc>S6^t9|erd>i7< z@GT$LAPIu@Htf!O@AdCt@0ahB?!|rKJ|+DWgCeVdHizPdQuIgfqU}P|jir#7A?HFN z2`=s#?LpS#t&F?(zt0pRHjTj*%O<5WMJe{TkF`%=5qOkLB*BT{9lS6=a^Y?aToLgU z^OVV!y{52==lDWq$eo{Pn{pX`DIQ8?NYxvyCt(>+6=xRTM0+EWN?1mHLf0zErQW3S zSaVH#Acy4}o*7;UCvW5@nKHte;+bNj`lB?!qQWB3BKw$e(Y&hLmV=X*)0(qRqkILa zaoE;R0aY>WP~1?iUbdttV}{73w55$lkWaBq;MLzf>N(jr-M990e3w}OQ@|CB9(HJf zsQ$#1DYr?X$(^Y->MZIi8fWM->JgeXwKN5-tgZYe#SS$q#j5;cj->LflC=C<{z~4n z0(hBT9`cW>FFW7A6b|i!Jb+8Xs=!`iq^q5ap((L`g_qYXaTTgnchHd199510)M=ko zEfsM|txEAKdPF^f-yp&N2n>Tz){p8Fj!?D-Z{p_7(E5D#J<9Zl*`sMF3xfHriL}{) zxv<%e39AY3EScG|Il1ZCq}4qB^yCEelxm@T;gwj@cXL2mPP0tCgwtmkZF)8960Nwk zindrjL4Ngi>9-Kz-i}$F{7?Cvnu4X-t-7fjz};FT3j=)=y+tGYiHsH&<|C|pIxF>v z)f2iz*19`go+woz&EkpT8H3)Gqbw6F{WXKv5h;5FvLbk%3OY`X`$in~#?+ceL# zwlr!qYpU3)RW!piXKHe#?xk#Mtm>_`Y<0UT1T~&Ig0;|9i)PbSSEF-dN;>M++8G@NR26DXCRB%0 z4%`=1k3Tz!f8*RHcAT|0Y*K3CbDDP4Z&qw>wP&}Nao|6F?dx6<{An|%-!(mH*J_-G zF*H0+yn$=2e^`D1+?_!Y zLi$6-L+~K5z@UQFfpva*{nYH2Ni(N8qP~I(=Zn?Z?3Wd|A5;qWz>124jjV?LNIXJp zp{b(G!RqdEUwIydgpb5cj4z5U6iU3Do0q$pYnDrv)0z{O)5~bYc%*OD^P|UBKW*!q zjhxM_&6Y$<(y=BJsx?X$hL>0I>(s0SfL2~LvF-TT_F!jZrx1k!dJ?)HxsAy$C1K=3 zNJP(N6LUDOHtHtzq;IVoe}ls=l!HDlJuWmhFfJp`i99N=p#Zfo+?Ka7f2F?Ivly)y z#kA9u)l~jq@&F#|KHNXtj)zkV8=xQX7&=S+c;ENT)8?GNHPlMo4+iXOMntMXWib{n z3Xx?Muw9ep}wICi_(cQz;ls9Q=Gl2ei^Tw zrJ4nwT{m-P-OSY$=Tx>?b(m-EhchT+4g?23nT=lazy!>)|lT zU;8u*hGW)q>DB%PYn6G&xY+m#C%ca|LSKqfYIApCx6ST#Z%I8}ZS2+T(Ojy;$b8Wy z;EJ0Lk$zh%xhdJhrX^yX&6VxQ^$_oY}quvR@3NG*I!q7k+@p6s};1C*e2|OVb#3WX5W7_me3sD%zjGS zHt)oL`Rez2?|A`w>$eeffUwRtFK~Bt zz83|l>Id+`czt!CxC7r2zL1DWs_jnfE+gS1X$2&Ht65W}f z=Pr4FKE)M>7gO@dccf#1%LaFgivzWkeA@L_0V-+*LQEPN8)k+W9lK`+dqo)^n_)JB z6^OtALb3z`Ba93u5J0ej$qA4=vI45BioNHTN;WX$ObeUw4=3xDmp_Z)L^6izsDCXk z9xNy>ww@KMi~=%w;@~cnNgJ^N`rwevtrE0ed9dZ@Rp|v}mIM{BDC+!f#R6xVDyZ12 zNJ(<(TU*lU8d&QY(m7jxdpB=^fOwp_-jkMw_PT`5mKIiaT+Y12f0f{RPyfoMCno%> zh`l*4v5J%|p`f*`At5Ur3mpS79}FQOA&;$r5!Y8Ck$+Wx|HVseVsHPAi=N)e$%)R1 znaK-6rF4xDhze5xBD*Kew~m`JHMl^Ap~uYPu}6Y1h^=9D7m$kpF!U zd%-qk6!4-pH!Dp9eFQ8taGSWegFeftiXapE5D9hYi23*G;eY;UBq#0-76{_Au%Ke^ z-~bmCpZkfAXnm9pHJvLr#pV;_U@Vdy6f|8$^Bz{Pag2VJdNQjraM0J&5?{|Dt%7VBh{4AxIj+9%M(h1 z?lWme-5xmwL>Lvw(%rMbYnu?75PINWBh>j04Hq)Lu{3|DyEKSnW#M&mu3X`I%fa5h z-(=F4xt^%gC_?0JphkAf$5!GMW?J62xsKaelB%JFI45&UZBBV~mRE|dT+nEm;(T)9 zNmoMMT*1wpRnnK{Ro*9asAi*(_oTX~Qkvl;zc7gP08)8!qY_lMCrfL|z$pEBu-RlJ zz8Etuk8Ynh)%&5LWsjQm>_G+B(~OcSj<`tyHS@QSP>7hwLjXsi3Aw_M$T$XLPp z7_fYv1D^Kll{(OJA54GjbYA%oe;0Al96Bq*y~d+B9|`(5S~_5XsoJ%^3q>S(=FKzE zn1%NF?n8(72>IPF7JBYsBUh51kd0(9qM6o9?Ye67(rF<8`ABP6e27XR1eH}W`t)x! zBLagJJwwQg<6VB5CxWPn4cB6*IFiXP^!);Lg-G=7B!vAnJAJ4P1oN< zQWx=hh%araHIWDg!k zrL`i|IMYozGEq*X2==mz>=Hy|n7FSH8=o!1_sHqJ@7JqTEzWcP z8JA_b4tAT!6`OUG&P-=k;gcw6-GXjC=M!Oi*E`;1v9x0bG>vaolDH=T;+4Qd!86^x zpa_Z@6MicFi)mB&ipPy7hCa^bTC99wYdwh)%oMqY(2*64qd9x_n!~6^w|`>ym_l4Z|lD*8S)HmSX4>( z<|2%o7`Ce8e9>MBq9rSaEj}c}%FujK;X{|^@Z+Ud)N%0(+rW+42@t*`u?ww=UJW0b zfAh`4ZU4bY6X&g0yeDcb;~1>V{o_{E5g9PUw&hY^2YkK2H@YY5T7gWT+4jSHzS3DK zejn{_L~z&g6)TW=9xut2cV}`ASY2%$xpBJOJ=hR1vpmdjOqG5}qKNAjOBNcL)sgmFa8?^Rm<7w}rWtUfl!IJ9rrn1>`{L?C= z%FS0i!iz|=@QGp;EnZEZ-u8QyF)m%{R12x`2elZdA!=(y{j^if6mzjyr!Kg0r_U6J ziU}o;(LC!}n^>dGl7mgeh9EHLD?wOstqyddRZh1IxA7UBSC`Lb>#)>)5xwy_)4wrV?#=VCLT%Kv^`x1Tw#x+{TI0z{c^P9@u~2adHya61R@`Qe(QW~ zs-vl!@KXQ7 zGN;|YxrU;I)nB!TrY~EB#(BaQb%WU6NOa{Yb(2_ulzUkFNcfn~s$WVXN@U7#(7L3` zwED#W((gvrf}#=~Zrb!l_zu`ae)1+VqRqD@Y{iO~ioNY8iOTNt)&!lA=$*I#`j+gb zv)QAc_lEH|R(RmHChupuQ$K`DE3|2Zb30h}(?;G9i}Tgx*$Ds`I6+;@`!yK{gA1<6 zBEBBM(U6C5r1J}+zI@5LDKo^jc|kC0Pe~45t<+U<8X7_-hJ~W zE;m;dans4-7fi_~cI9C=fY8(Hm!9#jTo>sD)qN3JJk@xYBaf^2tY;apXUBqvqEp;6 zxpA&Bdn1dClk=_#WBF4U+TDKeOOZk{z@Dx__I*6xPcV;!9wd4jWS&0Uga?WiNOrG% zywY^~e9@Be1a#$?VIyCs+oIU8zBeQ~W~NQwSF=@qXCbGBpExo>IdF^VIgi28Zr$aX zz$3rp)DNQ%;+X2*3W{uVy!>E=SCn0RrP9J+$n z(CZb=60dn<`(I}qDpGJnPSv%HoDh=xQrIRpIUTwkkF7=T^hY$d_1$ijUEvE410i40 zmgm@d*^@`<3o*2YU<@}!cf}ey9+hW0I*tOaqp!A+6&!qr4tE(zQ=b6rYCGY}HZc4! z0v8Sil;nr{OKF>F)HJ;5#rSSifQ8oO^IhpTG;I&HUHK{K$+XQ9VpTd4mp!+!{aq4k zS2=h6i{MZ6*3?GU{QK+s)x0+ud}!Ke9pT(z9@K4AJ?v||IUfWnPUM$n*yuy8%ZY#+ z>*6!sF!1?(d1pt*%wNQ(v+H?K*F_Cxj!)>NdSSPauRAs8A zM0qo+$=`ooxBrl!wkmV!DxZ4~B0_VWeGl>W`fc}==c4TX2cZ!veyL+1yk>^e0jjn- z`r+M=$DR5XsmftUKE+^uF84xZt?=#o5@ zFj|0#D4=H;N%_K!Wma>s`I7P$x7q`IHZ#GY0lWUQ2;{qnsBY~fm*pcp<17Sn{Apw& z`7F9GToDpoZZ4`Ej{RUxSm`nPa`vKRhXif2e(*F#8qwc6>tt%!Hl>XD4oT&VXleS* z*IhsWFFK5oqc*I^oDd|tc>}Hn0BI4As0L-}PCQkn2v1jdHB51-3x-ufH%!S~0k>Dp0 zH2ON=mc0e}MtUN9XW^ukcu>aMzW)4UzB<1_p5N9y-f2ia_Do*Y`BTBU+3LJjy;JDm zfO%V*9;M-z>ejH?rZqf2f#-0_BT0|n;p zT;^#T?)|$U65!QJK3RTt|E`yv8e}ES}11HtXtDWgIo6(1nbe=doOg=U>)Y(N z3pe+oR!y6E4f#Ah-VBf9SzCsRC--|IGYcv`9#oLYpIc9z&RdDJd zUyvGA_wfRdgnjWWy5vac_BgcDL%3Ync$!`wIl^)MY7?Hqj;1ey&>s#S_RUhQ)*dgs zH+(iX0qvEq0CSr z8h@0oN3k-#liQra9P&7b%~imS}TjYS^H;c{)uk`4q1evk%her>4tO zo4-YwZ4EwIKW*JQRo)j;x{QamjLpBnx7hCEPLTy2x}dbAFrQD?zi!@YQS-RMyghn9 z*9F5R5NOSaQQT5gO|#CQ7QUN9jfHy6mq{LRGuqj7K5a9NRg|*V6RT5n)1@LkBV{LI zsD554GCR82&ui(WeB^kD-51+icbwc5{RV46IZit%^+#J=Hvh(P@4Mf0tJcWGYUiHn z9zM9v!Y+n0Ka*BNkR#FD~oGnJ<(M#}gUzg4qruzj2-LYYYEhL9L9;cYt-Q=CuT zlPo)Sj5Tm9caiYZ=miSzyrh}$jLc!P1(2hkD9LVL&9ZciPDYBsy8rfM~yP5$8kZfs$bb!+=$*;fh@$2cp8 zvi=%~s;DVWX4{OJOh?avC0=g1rZd71#kLEgR-?)*TLi7PQhfHJ`jOa+QxsdGQb`PM zQBompLU8iDuIfy?;}7mXLjeXa1KX5i2#g;WF!Q%fZv_KB#Y;DDnz!<+igc{RYZqHN z2*MyqK1rs>hKqh1lmgazmCN5I^3r1{5SSySPmc+FQ2N-H8WZ&<64uGqm@g--#p$ZC zz<~;)s!R#7R70nHc`AMpK(S&CQ2S{nD!z5R;b+Rfl&-l4YY0n`WC!p{^4hL%{khy8 z=6fWWXkh{mN*UJ1%Oz88WVnGzw{!P7V?WXt^Bz*7&`^fH}HnbqQ8HnnmL2fxC2 zS}YyBgw-1&KVLD{;&F?=po73zJoa$#W+&$B*)f76)P zZ9Zf=9@Eg2U5@>ls%B10TF+~5&$1CwVIz9NS≪^0t$@k%LBjJG+~C+Zv2G|6lPP zpJ4Kz&#F=PvDe1HJyYf`gOJW5;bsjtk9X0=ITjn2P;||d7?D3kg%{n*l?twZw9gwJ zo`nkMfVn-y$|GT8Ulfz%ym0g_Ckj}F0_Z*$(FqH+>T%1JGDB|nY#wJOtSnLm#yu?#|5EU_GP6wNy7G<NlDHvlhrf!#^Z-Z(t~|+gM&Zb5m#LsT4)>^Jw}vOMg?{vx?^%0(T-6W zuWV4;+E(lJQf(!?S=)N=JzG+L3|e}2ep!dnm~@u`xZO~0b!2f>$I9!uUnXG=!Yx5iBohu?D${sK->6*e5(QJJIh{IV)$-Ngum(r~zLED0;s@w% zj=W;m%Ux>my}RR26PD%#>Wl`|={Djj8-j0l6hEXHuN%&;8v;OF^)eJ!#Ypd}0}w*dC$IJ}0(pI_CjHxjDNdd8Y@NYY!% zvX>9C@B4<>q?jy~xbseE#kFs6e%x-+%6PrF5AGuI<1T5f8=O;o9pEijEj(@hNIfj# zUczKWMc7nEQJ|cpulT)9^Io05~ z>3iTb*^0p5zHCSmcEr6F*`4t+Nr|pSYeMs&Y1iJUfBKSxzzqwG9@P0B?R*bu5=R1w zdb$-?!RqY`Sz8776Zk#$l!=|3Ty_O&Y#h#WAcBs#9yAt zvqEJ+vL0R=;AFPgX{$JkS}4vK+M`YJel|F~L``Wru9H@syB%a>Ln)i4XALQq!|(m{ z;3T%^`vU8}3CfiJ>|?a3{b0>uuU6op9gC!Gy{@KrP>I*t?6Y^@jB>knhan{hh6!7iT z#sv8yGP!QH{iDe|@%)!Itqj#Q$VgRI@nRLdXxi$U+~BQ(9Q|2Mrkm(v+D|I=sSUB^V`Oc1GC-}?`8cvqR9 z+g7Swd2^=rn+e*_z>qZ#2T9LxLcguF12ErL)QD?ea#u;yD%{o|iaHMAnosXQ@@s*vIX}l}?H*6WLQzM~H7h5{qVz2; zKS@;s!l(Ui6~Vg9PPRC=?W|R=_F?Dbl^?S*KK2NwEv~h<@-a?I0D=Lku4GcyFXgH@ zL5?$QVc8U`YDWbmQz16j5crMcD5{QzxO$8=j~NJZOI+wB7^^{8zR%(bMGr7$QOcW7 zXPHhVNrw`nInPbivYk)kH)S5FN0D0zcl^C&cQis{IamWopS&m%Ecl!ttno_)+Kl+; zbE~Z6mPIrSV_9do4NFKyQ`bS{?Auw5k^3+WUNmFv`HJ*gW(2j@*oZ9n=@vox!)og0 z>u(7-vexu)k*V*OV%``uaX5Gv218Qtq+aF*A(ABY-vZc(E_tvOt>p<_6|0AouHa761cDPwYX>=gSeaG z8%fr!!j4|;A~VRroxDiKukUGSrB;KvA7$E)*49tAweq**??7kAf7WCvr`St=@Y?duLqsI)h+a|58qFQSuYe2AMq_jsYyzM zSBTerdUzG(ijdw}k_)qJr}%t`leL-BBq8?F%cr27hy=DHbb!yS3CD-EI%ymkcay)S z;m(yQh64V1E0Qg}FVV>?oeyKp1-|+uH%*k=T4x+B1BuR9Y*}0{-P8V(O3QtZBQ@2q zeZcRDp-O0u*v*dV@*=NvYo-a*f!xrXFlcu=aELv!nbLo$;_*smob&QPs4RY?4Z;J; zffxI#urUHOWL@!j|7PnQw4w%7we^!K(2N&!t4bm{Q0w)%nE8ctOPgWD>Xc88WbJOy z0XaWcl`rYq9%J(~?|{+YjG>LZ?4id8mYM+Q386mBZiyjV(QM{0E6oH35f$ANq4HJ0 z9MAAy`6~(&aNL+)Eh1EmG`728WCG;Thi2IXo1}ZkN}SK-Ok-e%zGO>~bPNL*+tp)1 zumQ_t*0x_67JNC#ymPn522;U=Apadr-~egLY736zH}Oe`byg^Fesnx>&auPn+rJTt zD?N*ky4Sei|0%fPi@h^-OXZZx;MT8IB)7@qd{Cjqe9_$R%v{D)XrA@u!oF+WT z;dbq{Ju7-&?XW^S{@hLI?40)aBkJ_Z?Jmn!r}Em=&SsOlZ6E0(tct3;VER&C?mpz%3=gMebH@#4bb|*%$sVGxj?il?I;OxqL7M z`HvKVlKSa18O#oumP_jX%K3g9vzy2*-`)hBtCS_CQc)i#JXwmt+_5h#=@)JZ7$~ig z@*)ljX~H7>o=TO@6z?yplpne;-M<)z+&yrc6vB`V8(pNs#OxSApj2BWKL!uQ2uOy-vL~BboD| zWMduUz0OMI(jUxSm#nE8-@0DzIPU^y!JR1W%$m|)jp*k;2s1EVdA4M1E?Q_M&}O+) zwNahiAKcHKoRTcm(YPtOm+5YUdOqQa*ZoX=i&7imrEa^eFx7T}J1eej_iV^owE-Mo zP|GLvkN1}c@f^K+OCsGVxclS;RfA$j*q&e0#+K`~g4IL{fzR?8reQ7$){C)+0_xPh zo?LnJ(RYI#;pezoFFW8GtvJNpsq@}@Zml9@FjMgOxlp=kFGU&rbf9W8?#twpo4EBg zd&?v(<+D0b`cZ6LzGaY6e-|TeuIKnddP1$;yBx=}PMH~M4YHU0agXc02YBA*@ms5NwAQFoHmqn(tk2LXOCPEIh z+*IE&T)?-CY)m7t^@7r~A7A)%P%5c`@^StoQ=dk&)W+(qjv}-kXZ6fHc90dj_vf_W z!s)nJAm+HMRO!`e7BNY9DhqC5V_zjli$!I4f$1Fl5#NMuPfpdSRNs>IST}$tp5SL; zz47<0Wv2~Q(XQLvBNQdRQspZcQ(z}5CHZp5KDru~gYa>if<%^SSjZ=5Ft(=Om%_TKtiEt=i99769gDef zkPY=~PMpZAW_h?WMy@gfkGnpI)$AfCQCRF{Z*jxA57}ZhZrz`nBrT?LFXWT$*$jYCv`3)!veH%Xhj^y+kML zj;$oYb8}oeG4Ot4>NrIj<5Yayd?fo>@T$f1sv@JGXtb?h!3Ll+2A4HnLK41(`TW!! z_aanJyYK2*5Z~E1G5cU5YQxe$sd72$CKsRMbtYh>jb-DUKa*v}8Pj%RhP*}j+bDPs z=O3VB2=5&9=LBc}uv5-2)ST&K^9-Cbfs+YYqjQ zQMEgqYMIF+lJeXlTZm1G(4^le9yIVSwIQIH!X+}GQI$jbgZqpeR%z8Py@Rfm(q&20 zzLXUsn8QO(cqV!11zGisAubuj5`^n;j?CTD0$-VAp8YKwxGq!QiT+&Lx6y^GFk~7h z=?e^rC4NMSr8VD8;=1QO^;8E(=y!OGz*&0`X>FPF;N4&-JWb}IoSVki@ItnGFL`xT z_(n}ojTe?KiAf?0x&yZp_>L>J!j4{ui&>y;S&8d28r87p4@o>8uF~0(^+6I^%Z{h< zp3Q|dd@GiM8-$N@+OTnd8&6`XX5DUltm9E`Z5zMd+248+%+mNi|Dw7#x2{!8;HP@1 zJX?}0NGwZ)^_!bOhz%wC5D}r1jinfa1x0VL9*HGSHr!uO>Twp$8;8Ru zTx^jL@1<2uw~!nfX-)Yw_3OUQ2eHW0l-+2)NoLfsN89F!#{y&cMS{TT1r*h-8Y<+ zvt2yp=UeKzPh2u*i~txiBJ;A*@|7Vvi9zRbWN=50yurVSGy5d(Bnc0&f&Jen(x3k~ zWZpaJZjYoO`U}~AQfUMTpk*IUNCZTFTQGleaG<a$taY(LuV+GPQB{+>(F9&_ zi<2!LU3@Lp!9fE|Ndkwdk2$B`AiK)qWS?^*0!fphnf)d9z?n!VI86BKXCCCOt(KL1 zjK68ppWY|g%4UOF%Y^i)bcc&hgFT3hu>cv-M_jy{(PjJGdlL-1A-@%r_IL&gRXwXK z3L8C2ZmRQ>=)ajMe-W-?J`)}m^0E&H)1$3-nn&)bFF!ieXhvLry}-MFRK)v`I5y@p zp3M0U+yAnm1fs!mv>sXqkk$#)MD}wu5y2bUS6CzOZ!wm%rd!Ei81Vim3-dXNbue7ILe>w zFyhR2idQh;Gx|SCW8c}|k?BU#^Ykakf2WaT-q~M0%0#gLq_9okyo=F_wCV9rrdcrg zJJW2lBpUor{QpkxN4$%%26e&rkAVsFpnSi?xlkMc`BQ1X)7K(|ZS_Dc>*HWcfb9HH zUtN;^Zp1wjK;1BhQzdwGd8lKL{#1_wX5c|rT^eZy4wuY}A&5u>+ZSSB|5@_RqYh}5 z5e6s6FD)FTA0+%0bjMF!sYj5N8henC+t}wP=}ZrC{Mll+SBd5?+OXfRBgX%xKSD0( z>su`RjQkHlUu#)^4rFgRHJC*e+)O!M z&d99wdIgdgbKnHDX7y~g6KDtPo;?xV+I6=U3azg}Cj+!TDN1llHhmY7Q#ecJk=~G zBR2bpzU-Jk=-U$!Te783Cc5E)od~E}xmI6b*vZ1f0hY$AJkRUR@WC8VcWfXDcc-u1 zqy47drKphcgJxiIMsJk3@7815)Q9 zmF7b;)2@p!BleGr-wVJ^G_HDKi=tch|HSos+Ts`JCy+O}q>^2)kEHYGkrXI9yT_lK z6^Zzm_wM$?r=u3QKD+YQX;>uSTr4m+!10w?_DEZU)_L*kD!Xr8baf->IEG4;j23hH zAKw9VyjG3x@u#x;p2&<1_3aYtpJ^yopFRwc4x>#Q6HARo!jqQPljimSdTl{VUhm80 z4;)Y>C_CRSr1KSt)?RyFFb&1Ntz2F$gkm>urZGCgk%ikv)JuP(Xv_gB@q}N_aMZA+ zXbTj=>cra`>33F)-%pgr+OYgQr1CUiX`G~ZA(ha0CXz3EL=N#C1-)bwCkXBUzW9#m z@p#0W{BLWNK?te=0Rukf^OL%ybtr(X{Hw2GvVi7NQhT`ITNRMYohR_LCRdp{6MFOK zbcbo$_b5M%fml{R#9XR*x65*=X??>|SfYNA?05T<1v!{ zx~mp2$TXYchHE7~_UZbryj{{#GHEUW`SJ4O|83%QDBc(RQSPn$*vU2K#SOXwWe1go z0Nq%2hWSpNT_KU@nCqMf{3fA}LZ{1(coeS5<6mz`>DYr0^6FfV zJz78PAk(_pQjtAjaw-*Ty&jR@*K&zt27w>&%8Y&>E&akYwMyMT{;26M&~=+w)L03A zGbdofu#b+18TgQ_bt3DDHx2AM?Ek+zH4oH2Upwz9f+|9g4Yd~#81h`!b*b)Gqpbip zwK8+J$=N{PLuT(syM_guh3D_XOV!=W4m?4zX3OdO@J=JghKJ^ax|*Cqmnq#13H*jo zq!v*JwHh|qonHvJhd77KE8(9*Kb7L^Uy=Q7$A}gnfcmywk8u9TefR(y3Eo<%5{qh$ z1MO(ANnVfOJr3MxgDr+CFk5xECmLA%({XQ*C9d>~6`lP_q{3cm^?%4p9lRW;?i!%!Kw_slsZT^fypUc!r_j$GDQ8?}cumB}>fv(9$iI~5Ouc!Wk094Zgt@|J#3=QsEofyGb-xKKdcX4e)yXe`^&Dk}6+xkw zMT4)bu;=?xTSWPtMu%&x&pvrP{_t?u=5w5DgixVuHTz*VLDFW@d(mG1z0)|d4hL(H za*Wqq*R)dVv^8hNZT7fS}0Y#bWp3^YJv; z@e9e)w@5qCJB3RfQG`E4^Vuiwh*=ja+8Q&j&^Yqd%>z!X!?8U!B(la#q)Zp}>_$kU zsQBWNFuDHC3HJg14m-#F&sF~c1oy!q8fs5}MGW&ex8VzLL6{>*&h_PB`0W>?hd&Pj zh-B}%p(!Ba(c?dJ|CQF!dG}oLFvms${>@(hkNv8H`0i`r3EhvR{`1xU&ua;_UgBV& zFb6xQ)Dll*IUo){;?;=bz(ROfKcm6plUkr;p-K``)0g zIxA}UKj28H@NQcKhLTSIW=a0(6+x;0iVD=3QDFXkOMIVYfueWl!=s582>w%yx?c@i z&dM_Uv0#4>(MJ~P-HoD(mHf}=9{*V|gck1$27dWRw$48_l}-HavMG?J{Ljw(ON@p0 zuNQFY6a_o~sj1Jx@A@qgW5WBV7!|+1HnJ!Q^!@+%+9>p0zp^m~T>li~|4o<<5VXpK ztajAnBZNxJwizSqK&vZDa?9!svX2%iqAnN>I=$txURB-GBShT%R5JDqvpfPHy4J-6 z^B3srXSazfYw>tutf}6dOYXdqtbiym5VVg0$yu3^_BToOA9mnl2w4qDePodfWYslu=C?#VPVa!2Ru;M z=k%2yshNeAo$!&HfBeCNABJ5z@^xJDgQKF0a%3(r!Y~61v_e8@y$88!d(ve^ZO_dq zfKtoU@=kR)l$T3lmO0Mwh4$id1WqbmPTP#CT~51~Mu!x|ghDf_f8Gid-C9U)65Swc zA#6u=ylYFHKNePeQM`j37!TvKyBfK(Jv|dzwNkbPexIDO{!cxoE2#7nk z7GfVUvhQ3TRf+o6`eZQm7#r*X5|b)*SdFlCT|dUKaZg&2Kcbz&loxLj9!G)Ss|eYW zd_Q&txq+P1om^T?Zgg&Sr+$Gbsm7^rIUz<(T+Rgc>wGo0(ZjHh0{`&=eK}6TXX{|H zaQtZh*K%n(jLQ$90)bzsG-Hp}4E9S)BBG{7;QmrC27RY*?&6`45FbDUYz;=E$jzWE z@Y{~64TOEu`!#P2#S2A3R z5eRGv9xmbfldnXY0ncm?JX?*%B()1 zHiojGxO;0(WP_{u`7}cqDJlT`T-*JO%n;q%(xs zU7S1m9J3V+4vSh&PR=KE>LmFfKlzYSMYBPR&-QlnyB&5Rcu?J7Q1nQm3ONES|7EN9 zJ0lG_8mV+7MS_uemQ}=%A$%%<90!M;F41!eue^AiNw3AyI+q7MU~U~z6HF^s01Sme zXLr6{XISE4%=)9mi?K;O@~EW42turO*oebI0|(Yqed3~#_<)CmRLZj}ss2l%1CoYk zC_csezUqUl?~IJ81G31BM{hm25FHA>R^ttv7_u1C(SgX&VZzdttd|y9plmSf@Hk>o znqaIKr*8?6bfJrne7+gpB}woQ0+p8Trg^a!WJ{goh z&7#c}PE}dbWklMgAV;js97CT`Y)^`42{vVS8O_cv9KWb{)U+PHQv0>XfJQyqjQ+=C ztyt%?p}E1e4(vOcs6q|dG%v9i+N!VH874(Sc5D#e-CM#=lJ~$L@C}u;luhJQV75PM z2pB|?w=kD~)%*bB*{SAS@i=@A9Lvyx((Q_ZGjkw!!xWPfG88tklF#C5o z5#KvJjV%pO`mnA1ZWFpWgCYIOlW5lNOU-wFs5$&@Xy6E6_QVXZJTyNDL<(NL;g$%^ zs8U=ePNk`6ql8$>NjjIZCr;1XUC_+To-3-gxsXvONPQ%UGFYZC^}Bi})v9Tf6%b`J zo_5Gr2&e>;Qd(S=BoNKMPCgw9Q z6*E*7I*PLrQFREFG^;HJ6X`POmq50@`}AP=X%3>Hrx_7S+>Kf5a3LzuKuZ7E9WuDT~+Y>XRU_fnvc8nw}evYEmh%?{0e_uZn#vy zM?b7VB3fgtua-!Yvnl4as7MM1g$N`8JHJEsslwnej8zRJuqm;x#fZguiEAqKV|11V zfkNg&*OO{vz)z7Mzr@Q^*3l~w24BT8P5SHkyUISdrOJvN?RlmOk1xYVa@Mgy9tr;@L=DxEs7}NMb zTYJ(N4%fc%Rg3cbJ{-^!Nr(f-NDvt8!l5YB2>70;m^|-%PNb##N)TpqJXo&y1rHR6 z(Ia2~kd1uq>q%jlFMjnl6wPb%42CQMCL=VIKReLe0LJFD z;>#_P9#vd&iAl5>A+Igi7q^ym0{xp0k{sf~&y0Y|upj8LyTrcY@yP@K7TEvc zV8OZo_C?%yMZxud*q4v@FFj}=BTb-lk4l&o^-+AKv4j9 zTSEL_S|s;NhM!dd%-sL^MuFWVtA82ZzZV2YP`zTFP-+6d%E_g&SL{*OPLmJ~Frt$6 z41!obqWxnF0^Ux*1F6|=ExK!xWH)Eob>Z*gL1)BL5QUG6*DX?wqUe>^Xs^bCgfR@- zEd36r#VT@eW{C>JcyM+mAh~MWE2H6?Y*re?gq8U3wChGgzO)sCVQ-WO94=jphe!38 z6dYslcl&JG^BJ9pzx_?(?VlHD@%t%9Fk@P6)#oQD>g zjKK*C*ZbYOPe;eMhx9f9&8=wtp6-8R0vJ5sS{3!G7x?qs=A0ojCsofZ%_i$-?Z?sC z&^nd(Z>-J}-3n^V5HgcTdhiIpdjU|4r&#>@LBz$TiGgmjv$NS<`K26v>~jkMj^)y{ z3$uOOJFOeB|C%}EoXXpGor=NR6DXj<%>~EjGahKq-lsyHB_G^U>EVxUV+^7N)Ien= z&-0hj*8z#sVhi?B#|1Xa6h&tum~lSlXI85dMu*3HH6JhJebt5~fhI;k3xJUTq71WvD_%c-=1Sz=DvkY;(4H8VdK0W-=*NKOg1 z#?kB!rLuwN`M7;~zoD)Ub!celH9h1jbp{(zu0VXcIr}`GZ#?EG0%4iqqO)5t&sxqN2yv(~`dj<^oop+Q8m!tL7ItqF%KNR{)_t5<>877;e*~hi7 z2hC6H{HQvlo-|t(p5KzMD|4()KsJ?ehLJx2-B!y0485O3*?c#LfK9Rr1+(XH`E1~1 zYWdN!e#uqsbJP7L@16sVbmRSq=8}&!%-i?B_`S>y+xAj`p4*9;N(7;qb)szlI*7-7z zf$PC^JUxl*;~9O&4O3|G_Qi3u@J4%rYz`R7Kikk3fy1R9aW7JUe5L=V&3c`@`A_UTUZIo4|w2>;WXFi<81|Zmk3R4DFVDdYI1~XPKg?Mt}5wdhs9>Vu~ zB$+r+nI3=!Ym0ik;AmpS+01yd%vcWbmwyH52r(PKA7-`Z(;*xG0dT+wS!fIz>U}a_ z$H#^8hXM*C#9f-8>kpA4RnDJPl%r9|R3Wx`(~Ozq!?H{d%gs%ats>CscZ6lYngum; zBFpQ=z9)8lS)ws1l77(>`w(7jvRp-Z~tDntQ1$SN;U7)BJ9T?U_RX~y% zk4Ej}TCm{Ja?uW?^~DfkYStL1@|?F>SR*~MhiTxx!o~pk7ezpYbqzo9!~^4mV>8kK zeGXAv_@=i{4JYR18I$wgi5y)#p&tT`ZKP2f5rAEt14A)5;v@LDq9yeii0xEHP|hsC z$>Mt|2=;Dds7bFPCpG8PPe`iu3Ku$=HMOcs$Ds@R3#i`kc3y%$mCrcDHUbjU;a%vN zNdGDa!lb^9ix}bfnFzfnEZKE!APo_?s0o_jrLu}%5Meymw}PFz8BeQ?-t<`2DCPtU zQUP^TKk}ku_5J%4{mQ|x%MOzzDF-!R6wxdNo0yVG@8{{4N$%a!jAOA3dGNPp+$SM> z3o3z;c>C|%;|qzuvQ*^rtQ%mgll-fN__iZF?5h=HVB#;d88t(!u(`Db# z5)f54BJ>dl%lk4QocH4Lc%B;~ja1Gwx8VKY34=xCU`$@*>INR)3WW}k<`wq@cCvmS z{~rSkX8nF`fkr+TB$LzAz;#Jx@<bSj1L*Rd5Lh^hzZt)(-n5 z1sgp~Bz~XQSVTyizyq?WjZM%~oA~ET3@}XFO?VRo6uHWQB$Ve3w(3*4xbMg7+;@?1^_A40{5|-tnh*1omw+ zNB9o4n%dh_r@W6PY4oC6@LAs)SF#GWxDgV%c>bj=>7eTm{VEqf9aDgP+EoMl z20leRw9{=CJ#bYA-1rlB5cUoAif4NRJRo-4inWD_oa5SsNvC3zYDUI`qZ5G>DIHPE zBNasEZX;Bli+D_8&0p`-H2-Grj|>#~5~yG$n`ldbAWhr>hi8*s)^pdPy#0OD5Qmcn zFRM;-;B+W2<~?BLqP(T|idw4!piiyXn5Hm5{o8eBN(ex2Ze~d(khp%yYXh;AA`rf| zie7bwHjZBj2_xg|>Lj18)4xB*(aronjt&73J}4l$=);W6x}w)J6ipoIzpMNA1tk72 ziLH>10_y*eJOTb+gOSlqq4~dmdO!$<$CvwclfW$E0Yl#LFrs6_JmH;aoFy|06b36Q zqX8ejlZcToV5UC_{XCais4CrJp&HleZ`xCK9O5&|%3{HDWwsGq57+n<2c__j_J>`^2L2td|OCcGU;sBia?K?NkuH|FJ$v({zg%<#y0EG=# zLLj-p*Z~$nkPFBpYSv7qlYk2*29Td1%lM8{5yua3QPjCuE_&`T8cIP4(oX5ae1`{$3XAHD?fb+xc`*-E zIvd)6(X@^l*+gZA%wGOZApYcu;wHlTon8ML*%{`GHWX9ENUrLe@Q>vIp6 z@qpA{3dF_dAuvrgXHZ4MI>)VynSI;GW-BXOff&r>|Abn)g8+S)+pv^R5iIF)4!K2E zQ~n#$BlUVU-lN66!5){KK51CsbcAY43zEiNLT>KX2extg9)*!mtI+Dt@!yf3t5<$t zbx;lq^;9Idm^)yyp(W(Lbbd8dvF^$3woicEqf`G__6+-FMB*}S4h@ATGeAD$O+%p- zycCd=Jq)kQdZ+I?FFISAThfX(BK!3k9EV~p=yoZBLREpr+=ia1q|xyW+4QZ~d}jC^ zlIe*$uQ$*F)mK4Lgx_?&Bzy#FK%$qVQl(NfnSbYp&Bp(s2yVTB?Zq?X&+J_UfyIQUe0aF;!zU` z0ldn>!{7@S^jB0u%oaK2JW+2Y?NU2i1-xkm<|@lqQMtgd*XXGjzNj{&gR^+2cERxO zV6X$#kNmpsyCWY+5b{Ck>eLYo>JD*KfzrlK8&|P z1nR`G=Qg^eI2_gH7l2|mS;)!9MJ4pRov61!kJK^iG2_OD%BQ9S<)ih;N9jY=TKk%| zd`*h2g8@?$7^BPAJr}X=*B+ofX4K$T)s5;fZtovVl)# zcs|mVZOBEUG3Jt*Gg6VXf5|H-0Di8w8E`9SHFJMqlJZD4Hfh`XZN{^|9`8N-u(ro^Tr+m8$Xz&0ti|-6{i;N%T;-+u>!7w>uSR4zG)zT?T zV*5@z#4wnsW4xh7ZUt9oODB=zS~OxE#b*-$5P`zjuj4%+gRQajyU zO}X^_TvG$E#L8hr)WyA7zV64|S#|SxeG3I^2ey!yQskzJ2d2cAv}ss?)X7Q}?oeLM zi+HK{%CnBJo=1b;KRLl40!_neLmsLqpR1c>N93jeK%y zif~5T00A9+!Cf~HV4A((JhHr;ZF6Z_U)zMSC`IdCR=em+bLn%Qb6OrJ{Ks?>;6VD7 zaUS_iu7H9_mr)S&nxz0E0oq){kD9oPEn%)Uoh%LuUAez{RYsvp2 zJJ!4r7R}}_%6P|p_=e4;dc~lF1V{)tJw27}K&Px>CC3GzkP$Y4FC+oN=i$okr8U*a zNcaw7;!Y=RnrU%w4NIbCvDI&SO%S{3_@;=Hpgr=!025M;R`8?KNw?C=b*8i2g5y}> zWofTJhsWif;mbzcN566MWn%fqh&wFfN8n#Bovi*8F5iU++tip}KENo21Oj4>;5=(z z3zl*RUh9dS${+}=3f!Opc|ta9*Js))@CNC@ODw)p^bitA`y4Ich>*-{NAqSflw@~L ziyWP9c#NW;Ff+R$E(C0iZPI(+aRWxxJ|(wC^Pj#xFwg+T2nYSu_zSQvV(^a`ordYP z#z5gmzK$m`0|9?yo@ zFH9G6P=3d8wSrB!j&Baiam77r-nxG^{Znbe!zBrzu~dR0i4qyV@MO(kJg4$(1B`QF zeBUMH0m0W_g50k#On~B-l0jhx2oe7FWPe@zR*?W^hNd*&)Blfu8T-q>oHkVdze1hf zXCDi%o*H!u6et)b-$-SF*S?Xr;>#WgH4J0^NznM}oYK9oB)$E*-9?DWT#3&IaE`bP z|J3sT`qIf?DzaOFWDF=#ya0Q%^czw}-Fukzh*B>`e{M^yP-GsW^D}d>)L7W0y_}^t z)XPBx{AJKEGY09(a54?suCsr7AqlCzlrs30$;O_IJj`!Q1&mZr%tr$^Kr2C(00|Ii zZ2;I_Lxz~x5Qo55%}UVIo^rB{ zqZ{o)Q7`B!zY|jZ`*u>>IzEhywG#`*Y>G)E@=s;4O>Logn`|iC(mY=>y!A)BF&mc! z8Gi{AK~E{zBWxPH-KyjxIpTYs^TuzfM{NU60g!K_sorgr51_de1xlBm`-s{3qM~lM zp_NpoF#25Tlb&Zzj`4e9azkn;BArB`=NS{{eZ``2GJPrm7K|I6*jcmN&!qT85?p^C zUoZ!7`W=p)653~AjVfw(^p)6!ysgPE7_7NT6%$&&}iTv|F)KnM1GcKr1~V#z{LTQT%v^{4sY=XCHo(pydWnd(In?SbXdb zKY@TKs5^Fyzv&^7rt{3u;Ow{=g`d@RN@-B#_BI+!fgkWE$_9b}92js&Ja-^K#EDjF z;Z_#xIk|eI_VOocs^(Sh{L!t}8KRd;2AyZ>Rf6s1CRnSlZm82lhc02nZ)lg!-`Sk4 zz`m&Hn^Ly}*FMMTgl)N3sFX#1Sj+t|phGD(u(*AIk$HBp$M^~AWp`D{!=reKzHdQJ zn3eYFUQBv3O(#7>bsX1TcQfX( zwb!kv^zG%w@q3}kpbpp70%~3tro4lGN!Ppw>iFILNu>NryqVnhg^-Qm+vAwRGb3@X zM-932WErdCfyjjG@;6L-{_`cRdG}igb|P1%$;Mam?f zga~c6HF=&{v&$|BaHuUuoUN35+6Sdsb8M&76}`$4@==+Po~O}f&uInh0*JqZ$bvxc z@9EbXv1(J%4*2HYE_RrqCZ5Ve*MUV`c`u#$sj4{&oS_mm*)z|dl+>(KYbW|i8DTDZ zWou5;3-`Ris%j8fL`acOx(pT=C!y1I*AH8wBq(R+-jLFiZ$#AfQF+C;V2>SGca$(& z&$*|xv=~I&p1Pa^VG^A{De5$#O%_$=3D72DH#&};H17QS901J!8vsdyiwXwOm@Ia= zvhA3MXKUmoQ0s@{_fKFy8V*;>q0AHEEXD_+CB!(u3=z;Ry zD6lh?w0og*>7;LAKgJ*2V_*P%0OMvz4|1gIZ*qOWVhbZu_d7`&kqt3KF)F>y)rWoR zr7Kf!UyYEdUr9L5C2*#L)=Uy8u!5~j-As=;Vk*q9NWilwuIz>4toZCi(IVisj#ZRy z@pZ`iYhkyQ`fVd?Sr5Gfq@@|Q0Y*^8Vy{m^mNlx-)|3dJ?^K`*<|DerIuM$Oqj5M+ zB7!c>e+!5I1K?eNqs`g&5k6*Bq1t{;lBeD7BQ*1D)j8TIs@9ym!Z)R~I|ENS%0#35 zP)4d0@Qex??v{8ZY67F)FROP~ScOw%fvNV4xd}vsR`@6!MDSW!2BIL3Nw?)75?Q=Yk8w3h9h<3s*n>XAe>nKNf5RdxB2 zQ^0Hn=1jGED;o+0u?kwU@Y1+e3ue%A-KHiJ1}qbjR{O^h=aJV`w;=U$SRAMQ>IQzl zvj;h#gi>Z}l!~ZvC<-``AadWzf(`$n&u1B;ZJ$e;zsQS`Z=wOpK63t)efTmE1M&nJ zN~4QV$yu?FjcCsbki)78M%YA_qT4?lGqY#w#&~i$?CH}aa89&jsRzE4FfAUd^b7H2IA;$GJD(h)eN%kR) zH21TE9M2mWxONeJ*VtDy(XWH7wz^kXjMec4W);TmqoZ>|Y_@nuUqfGym%m#_M?>aE zvSaQDO0&tp>r)Jro{~56d^Sj`FnErU(QTUARq2WoQF}Y=rhh_B{3Yf5_eGEn+3Ohg zk=&PJWRh5ysTfg{(K~++C#-gmqFgzp&TaWDJEx1}UQw8=njQzWyqzjrkj=1@dK16y4~BPKl^XW9`r#3}I&q?xXr{>cU&+P0el zpy&~96?pa_Mhs98R^83rUrrC0=pLS^0kL5rU2I64541H%!-U1MvxiNwnbqcrg0Z<1 z()br5kW9*eVqszJ+$$O@K0dS^7g_?OEPqSqOc)kpfJQmgt-Nz>1R!Ze@Z25DV|E9MA4>Ds$<^E~f*t0mZso4!xh!l$pK z*3tq6nOy6`m&-91IJ-j~bnj+U;;P*k_cG&3?aDW9x`xjKQRAN_1inn$zL4CHSIK!e z5naXpo=G22H&Va?(MDth)CcnUzTrJO#aBHK%Q*r}6Ka{;+Rb^e?a^X z2>$E-B7FUomiHfu^$UXje)-D&qITxFl2L!=<@ZuMfwYxVSyX}oBl7JcoOC+m%`S#s zW2YPO>IezO%SyX*>vhJoO5FJ&+_jn1TtTfq}nvS0B#mhV%l8-~J+o<9`p zE!p>i!aK^-pZU;H$!oAdldh($&7(~Erb=n?nqNGT7Q9f`t`=Nx$PemS2+!_JEZ<)E zX&`^7TK~+{>G(EMZX6>vr&gA?w==qj_2zxI4oY`++#ZdxM7z>_P$3z}I2J#I#+ z!pH5)H|1OhlL3*{eqtzT2A4BB5;&Yfb8O-r)KTfM3u7?v0jAIDJNbDY*04aIYbJd` zx1c_3lJ%q@DH8#5?`hYBHM*h?yii9OpUFwytr8cbqQ*@*R{-)5cK(XO?EAs%y~kC< zk`mB&@%N(ieIOLL#OAjUlwe_37k300wf)PN@BV0TXu-rJCA#N>`@?hpmtf7oEB~l^C^T$&J@yA(} zb1u`x=w)B&rMzyqhHv?-N;bYxaqwRA(w1j}a{8ikA;3uXvBce^P!C=?_00w*uxEDG z4PnA)wqn&?z-s)&Ua)-%;)nO%;r?R-e8&L_-H6w?;>fIWF>vT>O$@r0`#SA=rk!*$ za+_0?3#HUIY;qhx{7xaA1IJqdbiA>2(&gnmohYk*rVM=!}5E5#=NxKQqOy zJ0?YVu`Q8@)Xn2ep%zXIaC~_g|JrmVNZAika|ux+uKU@2r${n3urw3Sx$D{y(_5b| z2NQb^=dxX&rYOHQu&HzzGxjK}hbd3BW<;e2QFh>nU~K5%hS!m3J4e;Aq3xF&axLw4ya9xW->@)MAljGke6LKZ7Mm$0eIQIN%$ zlEj^Zui?bG8%s2yEr_5{|1gbO%^~QlGn)CS{__#htY}(B$Srr2R2DqMAN=(#ClZ)A zSB}}^ut2)Vtj%kzLd#ielGp0aE`KyKwL~MO(i=%F;E7x^#lPv?hHBH)Dx6x^%*B^a z(3yjQ$r2P3qYku_QX);IoJv+onk>*9x$yz%OP{ekdpEoj1#Ju zrQ0-(jh*E%3{;Esy>m}5QrT8}5kFdsarTmAyEuygpYX`Y4&DuE!%u%74LT*fSod?+ z8xLQ5ZYSo&6?52VXbe#(CF6;W%G8<7p@=`M)XL?%UNEZmNHuoCEYQJ=s^{-)Fv& zp|G3H$(fFP;X{?oh}dQwU~nt}+qDAY&`GPrBGY2Rd*Uz-!uQ==mdU+)2miXKdl!+_ z54RopeLKb!`Du7~JeK69zGq@=E; zCCt(iHhMkQtSH0j3kA&bu|-;DOu$X9x4&MNzdv&ym@j?HZ0o(?;yQjnc>MYF4pMIZ~&UvKlGNs4yx>>vYr=zcXmZbr*y#udZk!rO>Cv zo_7%IjW&?;W(Bz5=N++V=fX1bzt=ej;8zwt;D3nYmiOVDRqz9Gg2N<(=>(p{w^1(A_9!0 zGB^lU&j-~-^-2dk;UneBUadZ2@ zIh5#XF*nuc@kJ-NxY#keC>ec6d+3>3pp#+o0j&nge#t+#3jnVO`fNFK7dc2GEgA#+ zQu4#lr}v+XctT2RMq5PO9oMj%w&R=KFLWoru3ObJR0q9B?i1lXcFnkK4paO{@mcLl z3p~_C*jAW%nB_hbnejUhoa&^EMrScXfg zZ_LOH6o_n2O4h*%j@#(TZ7-m<`vbZj3-676G4i#K_+H0B2X0TU;o(xl=+F{iXF6HV z+p7-RF9Z8govp;otb}&+e|}08EMO*_v9lcpIe}B*@uDEKJL*A0_U@02+C@b0ROp-C z*ODjZU*soRE?hs$j0Te+-0+7joqK)}KD+KL3$7(y7elmIHoAm#CcIEoFjU|Z6U;v3 z2e*3?o7lQa_K&3}_7Kv-=q2{RJ%85G8JG)swIp6XN-;a`H1#=b~=w!%D7CD{fA7fETim zsS^XY=uA=xiwGZHHa4#!qX=|Y+cZ)4L=YaPx2-jiqHJz9S-@Xb*+ab_m%<+E8rmsy z$@%_GcLFHhmf*ez?-})&d9^Y~0+}y17`U(Nu4wCTk&h;(IaRXGHq2BfQbm)R=kP?n~>^&Uw1*h8LKDwEb#kEY*#~W$T}~Ou{!dS5+3}|E=ZFG?1C9Y2Om@@ z3cWOyz_IVm4@SirhdMiISyfzAfCnxPP+K*cLN}G=|x72>Avf= zXU&KzXSkfY0n*!aQ=0$KsWu%MF|ZPir^&@L|JqWZo(xY6JU)2R2o($V4cBk{pp{Jq z@ohO!*xzOtBKR|Y)^2!Qdm<~iX!Y8ZeLns8wn^QtnpXXHe~L~nNZFSP5Ueyy1R&I; z6ISAmB5(}r=t+~u6MW$rNLhu9NU|F(RJnF_hBhgs7ib}v^;1Rie(p-fNHPwE;Xwacz+pC%%>M=ct+2v*oka z?O(U}F(e`80sS=~b^9F|E`cnsU?j~B2U)NfaD%n_3NT49JUyFT<4pR_{^EB{kdxPG zn#UWZK-4#hg4UFn7q zt*{BLZwF{pX^c(1;FpiEZ=}(5;LF%K4be6&zin&_d%i~d^FABtRAM#__;|T9gSTES z9e)xr3cJypCcPOxO>AJ5bBMTCmVl{+28rSuD>&~noNvjqiOyw(KN;=ye7+w{`dIDi zbw0QpGSRkAOZg?@uY4una#DnrQhkflZPOuXf%@Ge%0ft|CV?<$S7nW_tjM!zU*==E zc32g2XXgvO`Q#P+T5}YNXkw^ixjsF6Cq&c!W>GD(Bcf7kj4*XSvdhXL_cg#LixP5b zICRd5W%|2qD=eYd2u_dO}9>;m)1SE`@t0SHH5KtTfPL7IYjs zJhbIDY=>>UAhy08+=)X7Q*@l4`CYm76s+_E{gJ|aKn>A#WswA<1zwORf8Gz}NEwIW zA(iv=)M#LAmVVnmU3h_1Vm^k@HybXePG|*bv#(bM3cc;A+R-fcHQrHC|9Pi)c-x!b zYT2^*^8H%b@}Z}<7qq{>KRN^VtzI`nXjEGNNuvW)QZpJ(dEFFiv=J8b{Fw=+!CN;2 zB;UB!H%VvUGIGFHD@_~KhYRmGN%-c@`c0V`r~cv!uSNa8a=0OW%Q z->a_pOsq~cC8)0gsV^k3f`Wo<2R%(x!X~u}IV<|;LJ#yQQo?-b*TPeQexaxy zmy5isd>^D~hYimmK`FPv3PuI#fbmamUdRFGp$IB;6dv2y7x_BRAK+4)hvf7|3bj%& zIZ~fRp*MCf8U7_>KA>z79{~F}FcEhE9f%*?tz~LzE$pKg^RP6RtWvA(lY_@n^K2^Y z^^2$@uFENRrwF-mC0uuOy+S?6NXTRZdY6k#K1aY~n<{8YGJd7B>BBVq>O+){%Vmkb z;Q64qP@oG1{OMZ6hTDdQoLk3vY}7*SlFTf z1n-e06A|ONprTBSi36~xU=`pNrs*8*|AG1y37_hSm65ExziXI(`LKY42?!8v)B21O z{=Mw}xvozFFtEF;{r{gvTp9vC*i-c%n1Tp=t;i8zbnlc3HEmzQy;^J-dSJHSoI9)D zGghpZzhc-*NgKQcW${IwcRXNKNJ;8>xM4jyt6wm320SL6bN|34vy=Q^XayYHLq1Eq zP?qezo!2^oKbz=@87{dP96*kM)tj6kW>O$@7hNHyH?H>?R_{8$rZpLDXL0d|cRZXa zT#P`C#xd72St_~#kgw?v0ZYq z1ohB{=fR`@K|03b!YjXbOG~Nd9Jr^WSLSq&kpv6U;~m&J?z=8Q;Ymnq~> zTQPNKU6$V7v(gsgo2%w>$CT*nF1%MD|LeHSPe6wavhD=}5Q9-KGbnjgx==UQX zTdiKkzi4{2z!d_3DQ4D5UZj{F(9(;TnK3p4dS~g3t@&=rQ&OJ?c>5U_H?7=M1KJpy z`?*C$SsQ1S^_*M~LrO~-NPLT>=Y3;-xoq%;dEc2Wsg)D2 z5Ldl`1#hoMNkRPO&|HV8?W9;ea|@ynbD8jRVes@LPyn z^GOzDNeA5It5Xcyx$c@Gq5J@Jqp_73ad_VteEqxbj&6it=~hhR3cahAtiC>o_89S* z@a1`lZLGJ#WAfxwDABdOxntx9Z}*Aq$`O7HCv4@v{8^-69l(z0KVSZyZuG@v4{cY! zF&}&VamjshiYQc7rX8cy3pyRY8k3@W)2^-mxDB}e5)qO#3ZWJ60&h(0FokF8Dzbvk&%_9!N6I0|8d z#4XyLwoEBWSE;W}X!a^uk&%@qKs3GwgkdCrR44zv8<4U-^x14x>RpWrpx7*#$mBwr z*p1_ciruw5Pmyy*rt;*w-|i%pcUZr#LJUo@;I}%cE446u+iaJ9ut=TK)}ITw3`z82 zsc&KU$rF*AqrkDuLs0&LfrmNYQ{-78y2u?gxxC%|GaESq?3F`q3Kx%##gyn3CU~%= z;_ia(#3-WQWBUZ-tEM+oY6+Cee({L?WYURaBi+1{p9dRV1~`P{ zoQ#ldwZDv~I$T{Y5ep~;T`h+W^3H(bywgBi8WU`_Qio|{Jt1Nilod-yW{Em`azdAH zHCf;Sn=i}BC4+?3VT_$d6jhHMoAUN9{nn=DN}-G$*b;k%#KO_% z5QLv@`ie@)<@;1b2l`eQ+hJs{6@v7&bPS?wiR`k={~Fxzuiz~~g&%IeqAR>R6f0Z) zQx>-Uq#at(@lcQ&oV7Y7<%EslaNYQ4gRwB{ke705#5(RIngG}W89=bo ztJCv6)%R*O6?!C^JZAzn5}bFZNw~E=^=vvK+5BOL3Q8J}i@ByXZ{9G`%g14YKG@(~ z00PGZoaj@k5j=oU|D!=Qy$ynx)c#Okbi`pa)#t&ITw*X>CF}3U*rT2+bZ+BhB*V;0 zuxVMtp@#MJr%@ogI}Hz~4Yt!&{;O~aDHt0VrNgckg~ia<2bOh!#PHFw1MiAvYD8k% zc7W4G1i@Xa+!P_|v=yzr*cfg&5=7{>9OGixY@!{AMUgFAA>#>0PG(^)Xp}*M+$#$C z_Ere#?qs9NB7rDyxkhXo7e91q26J#RXsGPoG9^NTa}wfgHE8t5B5&jKSHqvQXtyH3 z{{u$3$N(_9L6szW7W&45QlX)$T{tl+mx-Uc+1kvSQ&xw%)I&>Aza*=<7Dcp_i~SYm zc#bIEO3&}3ldESDP2x=EN9w684G@z#&8%inwwzuG*~lo%sUk zXz5YI)_VuYlU8c7?ZU6?5LQtxZE*~qTkYIc)V#C>DJj#_wmj#2h6UG^L&=@hOuwV* z4^X|7Kti(e>C2+E;<`q_sV>F|5DOl)=+61zUL9Q3D!9g|IpM_A65f2p`t|;2Nb@~q zBA+W|xodV4d1QX;O}RIDlD;3?AbB2Jeqrd;r#I-q9|YTjt^`&KSWd_d4=wbqfimx} z1{i7T&%?yGNn5W=?w1cXujX6Q9AGr~xVQmRrozg~%Fv^U3M9SB7r1P#bi~=Gsr^4=E33>2gz{a8rNB~;!g_r zP=BpvDaQ2s7i(zcuU~-e#0jq1Fn03gPxkQ!Ha)DTzO!rGeQNt3q?Y#sC{zjt8JrS- zaf<&4O5$dKeMZ^#lFsvIE&W4)zJmh@(5$M-_+P&1Kj<%?`r-bi;O5HVic*AtVgVOy zCvt@a?;sxLn2(bg#EQ)4a7oSZd%oT|T!jTw8TJ0ZN>!CB0D#$}Xx#yGLVzIrvq=H6 zbrvjKM_`g<0SBxA=sGRtZ4a5j5WUwof`t$bcwfgA*Za|v-RtSdND=~gF(xLG60zH0 zhPi041^)dpX@k<$tlDv?`7abj0(^slehTMMJPE-9mQ+(D2r{~E^l^l4G;`)|Gcj*O zTW|`sOt-BV)bz&dK4l0wBKa%343A&O!@7dY?Gs1hO0E6T3&Y##lFCK-h6iNgTCtt8 z15pLB)xTvPi+F%3Tj}BD6r1z7aCsdWA4@j~==))b$jt65VEdvp>a~x|5Zs_5^W}j~ zdKvO!SZx$*Ci-qXu`mAx#{~54Y+xdHa}_x`6N--7BcaJWL8sXb1fO#bVt=1MlDp<> z-x7`KUrkRe@d3}_)F8`|*do(99#2bKc+L?vmv1B8(IIjKYAoDfuO(}`Cw-xYo}=`$ z_zk}vQx&#?^0WG!TDue|p0^RG_tRKR(sU zdt=(1Gqqs|f56sx1+O@#?33Ku9vc%@FG7yli!E zSn-Jbw{Thj7|<=K$;!Y^4oDbG@jMTQf)c`!*cC4Mh}@a&Q8#KT zyP|RJ;jWR>+QpHOi>Fj3x$a8l)w#{__6;sbB zstRarryG#F6vh>cvOoZ-_=8 z;*Jle(&)`ta5=R$kU~Pl@&%vO?205KHa$={G@`b+l3aXgi>&w~07(^&bq&BhJs7@V zL8Apq{a-qFW1>w!cE03c#1Ure1-*NOm#cbGL-KfA;nW_bmLw}6OoY>PK=AKXEdHBW z;sYA%17LDUH2SSlf*a2k{9z~Cg_q(fPU}2rZCaofyk+)R2~ft#wS-s9@rvGrqz#0Bxs4y7Ac4*vck%rqNPprBh?wz4YXq$qY^6QTxAvHpRP@>k zTWj~$uWDMT0`y|UCfqx7MXCfWX;&(D@#Rw9-jA?j!__BoOi@%L3ATFyOmU=Q(9c4I zQzgp+*k4XPo5h-`JU%Qy8w3PN6*=dPu2n_8m-$62WVtfg@>JAuGUGloG3%ps)_lj9 zG1lEtNxy6?`|+=btcwkKktMS7f!8(YCa3&6k`M>5iSuczib_`H$xNLJd)Mq@q+kOC zUKI9N6OrmIZ%0_jAf7H_yC-LaZPS|k0)RkK=q$Bb)ZmELhcnRVv!~y5N>7cINN%NE zdKjjtoZ{C9XQ@H$YojRF6Eqa?b`!TZo9UA2Cdh_7$-%n@trZ};P82p zSE^hwxRRDy83!I++$PIA0aob*@BrUO>eV7@WtGRBEkoBxx}t=lyJENDAG`grC&H4V z$0nryu40k}5Pb$b^_3(AY-O#ipm*nko!sze5o#aOq%a@G07s@p_zuNiX#e4t&jzJS zE*0($jKwuDrx44+HXagNhqW7*D zG#x@}9RqMYVfVze34azqwkf~5RlkX79zHH9fBC51+RayNSwBc`XO?#~T&#?7avIc> z4a&yJA(8KEOnqXE*mwO&$#3G=&lq6uEsG{3;!5C-qT*93UxszE6lCCoTe~P{2|VF_ zZ+nH$aSv0e9GbQwyZHW+;`Lzh9(lZcQ<4ZO{IItX6Y>7g5mly6j|olb6{m;F85BVV z&@ZNhmvsJ1q*qm+G4EQdd6rhNKqZOXdb(AVl$?PplZ9K=_xx=dD@u4R8@5gLz?yeU z@~p)$sbqj|MUHe!ZJD}aDsJx8g(T`gbp)osgPGVi(=)h>cgsh+RnFZP#Bh zXgWZ*)A+!Izq00!4llDdb+TN+hz*bj#U=bcfAY3jG3tK5Zg1FHSidXq zPaY7(_&jkgDr<;8BntRmLk+p{ePyW0Yxh#nxKiFe8~bu{leq7o)*>%tlt|JNkeV5j z3{)#XHO^bVb6b*TFudA|~8U`gjclL8)m@sDMT2`60iZxw5l7XMYU_m&9X^;PxD-!tD0sd4m7R>s$3h>W0Qu_Z# z*INeFv8`RBL4v!xJ3)iHI|K<5T!Onh1PBn^-9vx?!QC~uySux)+-C1{_73O$ZWTXP zQMFi$?%A`)Gpqqj`1iZik_3=^LL!KFyeS+eqckl)&s@KOt7-Dwq`=i2Lb;Fed&15Lrn@4T9WAGK^58Msvk;5%U^FV zctCIwl$KxCZgBL7o%nHakTG%j`?h6QL~)+BfY$Q*h!I#~YLYVMyWQz`ysmA51lJ+8 zp2HER&KY-%NBv6;*d2h}^e0$X69O0?=}1O{b!d|lIF8Zzd0GZa2;Sx}LXs&0Rze;t zhDx=0a)HOzlMKD9e15T$0Aslun(Xb3ya8O*^wx`OK2n0!Z8k%;M~22={+lUR&1oY> zR@5&F2~B1Xk#DZd$6b!f3B`vzq+1G%l|ps%{@ug?bX@ukAUi|8oUB8jp17}2QHySW zyGTic5B&)#DH?{wqXc5VGammu!LvxkJLgMZ19>aypfqq0(-P9!{|r7LSJXc7rsJkR z@o9)MQelEvZv^p|B760BZ;w4!j;Bj#%_KF;he)&*=HjfIkBDx3=S&Mt)*mdu%Gmy0 z_`pi(lmH}WG2LGTups=PWCR2ppVT|5v&Q^i*%y)}ey=+&%7=ncj$u{Ay1uZ6bg_#Ul>*Re9v z!|D@Yvkh+ATRbp5l@Uc31JM7S&Hy~3%lpDQ5|~+_qJs>MM+E3)7Mly+6a;YkqnkM6 zwdoC(T(9pI`Bfc|;VA=%&{DqcNIQ_H-#Dd@Rv=|OdwPR4vOawt|*|J2z8Ql}SJ-+~)#W@@=`nP1?%Yp^KCFY_P)R zq-8IJV)01O-kVqFlUC?g(L`N@GK z^FlTiTh|@O(~&x(zPV=)@~U3Y{sc$Dc`XnT)d_6}_G>?zP`lOL896wC?Bi{j15OYQ$^3@P=!L7wsyMgNth^f5r zC-D9OD*USEHS)AW8K6pls6r~%b(P^TcYr1H5=7`Knroif?&(D*?@3*hBLyWIOEnveeNa>CNG(AB1TVP{wW#^KfmwF;}kk!IlaM- z3}LceR81XP*eB;v=BtPve{w@aKC-};*Fdc{n@p0hbL z&3%V2P)R?__EW1iYopsn9E^sR+{le@bC5siyFcfzd{Mk%%E1r>cUGG1p^33`<@bYr zR=tIEBRN&+mSb-(HT&b{2GJ=yHPk8Ke4sE!ap0|`QcWBTxcNJG4vuanqQUA#UmDb z3qt?~t?Hxhkk>))H{Qezcy}jKe(|r|e==);(n11^P_ke9i)E>}*M-i@cv8y=RYosHLlaTW~oAP_U`P2zmE=FsF4 zQIk}QadDQ$a}>zHzqJE(@G=F1*%LWMsLA{_7`8@18NPj$rFiwAp7Y^xNw3aO?Xpt6 zK}5Zy^1kKE%2301wofGKOjY~ZCR@(pi$+z!zn$@0eejc*?!5e5o)<9|JT<1wv?^ZL zsahp{A*R}mch`d?D}?}&EoN2B;|Y=SC%0=k3_graP(x^E9zHyt^e>l~jBEV8>h(EQ z{yn(`xf&qaCX&UO2K7NC%ZtpiTIvP1s znxoQDhi4GfJv8IZWi5)sdRT14dbW=@0phN!1%xeE=#-65r*UEl z1%e0jbzs8}N0g$CUp3Cs!1V#M2`(Z>{(F57-zT%7$VZgbz0!Um){zu9$McpPM-0` zNx>u<&J85or=Mq#LJ01bmpcIyBdDbqnzhJTnCzbOgV!nUviS8l!wPN7Q`R@dS8k!m z)+xYYyr{k;$)4;y;(tD@6WB|Z-Yo1&H8d<)&q*=yl|rX`pvL=cq6>O}XaFu58Yh)2 z#33^%gCiKW(GT8}49v;k!*vGlIz;{`caNNDLtGrP=KwZ8`(amw=RwMmhtq3%jfkW_ zj~iL(EN~9kQ*6erj(;be>9fH1f>+o_h3LW2!pEvYs*2OuiNJM7Hx{#1@?`|(76^6D zu*B;{HyjPrx_EeNVK$q~u`mYBZhzQcQa>cPPo7LDl;6ffTXp{w9FN%?Wf`kl>v_W2 zxLdt=(|*5<^QrT%sK-CxbOr^ucr<)DZy{_asaI3Nwu-f5w>2)H?-rYS_yJ>l4fx{b zR3b%@*3R!)iWqt?YqOu$=^p#~3iL?m3Ik>VE2yrCJ&|*XZxu3iJkGmMOAluh zl^@Zh@-f5K-V$(4!A!3Zr5=XuSabSV)u6=TeEjO5v;Ap;g+KTM{ykVFfl_)msfjh6 zPw#f8f;(k+)s?P|&6~rpwu~gr@r2AHq`U0Dmt_)C z(g=}ghDv?=fl$|e;1D{d+St-YohU{a;Tq0=8775W<;PL&pq28wqPg>4pSb!{`Jeb+ zfCsp6!n&1%oKs}_))N9d3at*RGOL^LhXPR4$Sh_*vjLqWD!m!&d64ot+A#ZBcpC+N z<>jzZ8Kl?k$>*a>Oa6B#g(5sDy7ARCSD!@r-S4=+EQnPGwGQ=Ci;UM@)p@a|n(v}L zE(8}S;tpWonrWouh*A!@$2OUD;-s3>__1~ez=&smTeYGJESpuKUFTHLS6ZDn<0<=y zohCrd!3!gNH#9?s@o2_q)VW}#+I8n7^K-F{L8k%v+{NOb4e_rRHB!2s&%RBQ3bTA! z(1|iqWC(f^vDt%e6%rQ+4w;rWNH`lSG{-iO1+=u*$>z1y(b+2G4%;z((3JcE+&J=| z@*nzFV<{1F0_p>!G!!yn^_oQR-}5G1bn|groCV7e^JiaVq*aX2m-}vs1~%cu_2J{o znbnF&Vb=r^I(aS|z71{APdAm<+Q6;I_;efWSIh5iJ+NK|@@k%1pz*nUG{035H@xqp zh>W2H=@Zyb@)12h`Ce2Gl4jL=<&a&Uj~MQRxj+EeEAnoF<2eD-;L>7Kc%gZ%djQm|4ua>-G zJ@Lkq0(~u1W5KG)2ZG8;_MNoeYVC~;bdX0U2RIjDL-e@2CjfV0)m7EC=3~@;q+~X- zHef3FP^o(~P#7r~;#H7!QHGeLhcR8IBjV=Sq-GYyNmqb-OgMi02oD~HtV1uNXERcZ zx_-}xB088-$m4M1v`}Z>J(y(fp{VG3EQiYHGTg>$R{nPr(0?gzwsb)MVox`fx-g-$ z7RJOmwQ0ito!7236eFBHG~lWpB2S6%(cP5qBa+=!6b@cLu8_1LIt+w{<8ui$$>-T< z4T>std75boc!UY!k}Q;*YQCm*QdZU;TrU5<==U}m)=^-kM8u=N<)b;+KY*9uwK(=z z2zgCnvmnH0)pO`rQ|6dBru*1ExJ`VMzB(=N?4*e8$sdQ0bK2Nn9h?1`&mE8zj}cpi zzUonASzL1C{eJ0LgR$`p9=zmvD&Z6+;mc|0jzXuesq&B z;-RkX(JMn+6+f0W!Ev0i-wWx3tx2ssF5PF7i^GINhjnI33JOLxwt$0!9)phfU4BOY zBS3dE)wmWT12t-wS&#bPlZ1u8$GtR7ZL#D7n4! zmRWCewvLtrSoDQ8@dSQyaz0?PkVa{E4(VW0 zTw!zpKA{54@YXIiF^@D-rzZBjn7{XVAfF{~jgjRKz{ z^P)G?48`E_BQRm6z!VN}cD*DPFw}c> z5+Jq7pKMIBr$c$!@v#(^^Eg)$b!d32Z7IKxQ+ZW>5s%a004uefPY9qHQXttl^GnA-?Vk0 z@EO6+2|W=TezIpFWVVu*ap{z3Z24CFyr}tZ!~SO78gZ?j?X9JlmfR0Tq=*&==w+Lh zulICDmEL=#Ju=cM)*X&^H@oBe>>c%$*_-oL239Pp__EI$OmNc~$hR~Jcl0rEiYN>A zKzZgpNVCV&_D#mJJ4}L=%sVA};{DcQnTHGKCsdhTv{u-UH)sstE|Ut4zrYW_QNDbO zbQQnqPB0K{M>NDjBz`s^AouX=E!`)dFU~7)zixm3te(y;DuQ=%XAM3tGO>5HHe;Gm z3D~={FI7`TYF5-ZcgVglVOqdhv7!|-wZ(m4zl=^K%zeImECie!wB*6??AomfLmmX) z7in#*{v~Giu9_Y01h>ZEzQir1eFm@BhX@(4roI)%OR>49Q59PVU6rZ8x$x{99-!lXnN1Pw}VPRDo#O=Ytuiuzn?eZfl zd)taeSpV3?G#tNKZLQ4IeT0NS-r2BD;!!KdiHL=4C^SufbHi04QBXf~0nPph^q$D|H9n+y{%;Pz{)v$t2oic%WfJ(!{cTfm_5fr9~w?KwDo#0 zl6cX%pesJ+oBq5l<7MRDH8?coV#NmX^dDp824Txf~c+#7lLn2AsZ1D?RY=*rn|E$0!( z9FY>akDu;EhOc=Z)pg|$-TkD1dzLvHh96+^!A*OIjrKkMam)RR5Jbl7OQsF#2W4Ut z3;QHg;s)Qcj}vlHTxtJf<7%vPBf4>Np98kW+D~EO9Q<2PsaB)x+#{@jjg9T{YLZlI zyR{pe{8Z3IOe>n>EzVn7618e*^CjZ1Qh~PL9rQx$iv=gTJZ~yMx;ir255~P=28xTO z_?wP-)am1N&DcnNyZ0h;D_QUo+~b^s-u%z%6d~7zl9KwkZt84?Jo3PIBf6YKmO9&b zLuNEsqT~L#`s>%C+=aF^XoP#0M?Ppz?P4uoqSVC1)|nZs@`_Ey62q|pM81%f!sY1b zs_RX!MH@WF;U>uGO{BsqMS0&JMfZa)YatnGg*5$=y8Y1qL@w`k0_oVJ!J=C+P)~Y~ zxhqnw^`e)3UX17eMJb{@1TxegUTpu*;zYJ@5(h9I8H&lUg78%Oj>=BZFExEIZ zZ#jv#%!7#`%4vC~ZN=pS#d>eZ*6*1??g~NO(1eAU@XYzte3m`a^4@+nSq~4ywWn%9 zY!w%x{m*T~=PRJRri}E9uS@Fs2y{VmM_zpa3;4wj#(gY6WEt_q++%Mu{HS;Z*+X^b z-Xz$jg^_xDiMYN5W^}L^1w!s1O#N+u1q>mi=Gy+)^?mcTzYaVmzz+U-`caZ!@{ew} zCLRSyYP1KgOo1zLl*oAAtg%h!a#)Cs=C*OS!^PVSYk8O@E4$Mr`o{Ih$9-ih2}=(0 z;EckO+r+2D^w5k4ob(C)VwUfLP^9%asLf3+DIiSLYD8PIexsbRp!GtK15FVI4D?#^ zB_@ietK6Bdz5Ha60|4Yp9VqOt`!|vPH&ylqdIz{{ZXtbMeeIWjfoK=l>nR>l?0sKd zW`9kY3+Mg(U}TY@;J)wesuYq3EDqhhV{GrD?A`9FXtA)TOSwt$t>Ts*>T*d7NG^Tb~8bmbbItUNzaXxF;o$Bb97 z-!?OZK;Gn-v!DF6`%Gv8KXJ z-{vrqK%EvQknWa8`NnpE%LeK%)^XhP|AsaMNPw)s;+68)h?aJ6Zd6VH-e2_*^_9AO z;&T|%^Y!#DX6M`X?1zH(*=su;KlgA%ESov^^mv-8IObSF8^tK=X-T%S;lF>s(Ssw! z)jB%w(Gh)gtMAW=pn-EMsCF7s7`Ah#*=xTJYzfPRTCP&G>5545!3pI*QHA>4mrYz(P!@xzp#XMUwAHL0 zawgC|Ou2M^UqN{cexBz0NG$9|vPynw*TaO3LJeC|RQ8_uA`wfiX>ptUKIe_-Lx5q0 z_emp^PMn3bg_=czWZ>tieL8ky*;fBbRdT2* zSnMdMH>RZH#)6if5aWYwbdEhkSnFW}PTUFnhec-tMeq|Pv=%+0KlC;qG72PY!lcge z(C7S5Tj1Z_l!Qut6=;THMCHm{H>^_Cw9~A1?J3JoLPTgIF)?<_p6Ap#bRu*|G#Rm=cB zRnmhrVUt5!fWips^7Tsnxq}eY^-Y`AnnCJAWoC~p4!tTSj0f`A^tRBG0=N7%l_nTH zk9v02)2dKy`yE#~VUnu$tS!qHh~@UyK|Io4HD6}#>5a#r$zifJk$!b`EzYBO@+uDA z*Yi=F)S{BF9rFt=*?CW*0xpU8@U6%GyD^Wn>0ALV>x`~XM!ASNVJ2qIgqV%T> zgLh>e%&iJ;-##9*1b^ci6WhGm=+co$knAN1?;buqJm^)rd5nuipo?@!R7_07UAWV1 z8m?420Lwd=SXATM^{X>0tI@^DwrRI{?OCn7#${B{Ch^*AlzQg(2zTNmw{c>(^PBpJ z*_|q#{N1N`9(NKLpxo5^Hf55ve#@MF5c`JeyEzoVm*|l z8YpX3*Yv;Y!hx>65+5Yxv3h9yK#Ih*N<$GdW>nIKq=v_Zq=ad!>S{*u<~%$U2v^*W zv*WhLHoh9~qf-E5Ojp}o@H+G?Yo6^8y^y>qN*u8-v&T%u7QUF0bWC=Xv-Rgu)^F9IrKv-mb>!98F_|t|BBE)yNWMcHzO@2TC2n^j z9wx~X%jQO-FP1MD&r%-a5pHL|M9{#3l2=oR5K^Yd8aF>5X$UGL47gYDcM6T)6#x_?<{t4{OxBt zm9ae#HKOhAh$<6yh~?nEa#}n3E>M%&v(Y2?-8T<}Nwy%WBlOkzgmI{ZdAdi}m6r%E zi9cq}LC4y=BTqgOXDh_=4U^*AR4ggDtf)^F+Kd8=x>4rYd>)P!OB?!xw@ICnmG z%$z%BUL>RQ=xjZ9Y6k?^0-t|WISVW_khpALo@hQ(gvf|(9Q%Lc&Vd->7-3ooN)~rn zsC8{QJZ!(XN*rYB@s}7+>UFL^eZ0RO(7Hs!jn*PbUA8?Dun1F2`2#)>tpfT%*JHFl z_yO@E>bvWM`k_p1PU$Li&0ppN;+MJmZNenwzt=afITUmld`C&#!>rBBg}iQUb$jSR z6{rpPQ^Tsxm$p-R9Ent6xiqz-#`RUL--oNH8c+#oE={C8wSD~_)6F>Mta3$3DDJ~y zDqI0O89G$#uT58tayt^ZRVQ5R;kWn`L;RvFMih39U2{=ChR7Uwp{NPvuBeTD#-}e= z?q(Awwhx=+h z{qYl1mBF9#k54CQt6B?(+IwCSS8{F{wu#BjtTF9iK29B&S#f#$cZhlFG@~jknS|fa zRowdK>ueSyo=g==*0kdL$n8MwUO;~qf`XDWoG=|7l{szne!RuG<-6bTE*CdQavw3W z_4rhQBc)p*dzgeTV(3^Vu_Dh!e~pqL-bFOLIqa^tX)mW&2TqvbFDaLTaY(zyZn3@R zbU~d^e)&${O)KU+s#yKLN~b_}qrBv_WpY5ie4iN0qZA z7ajc;!$jc>Dhx@7KkWGC8Tm#qPSY7}5k#ee88?dH{u(c+W-d|-M|L(tG zA2wHj^j%J>!fkoht2$2o$KU$`9cQ7je50d1qk9?oWz#_EP|GCLDy5hf%?oSPE`&R? z@EGZcr?QarCNt_=RiV3nOP&`twddZJk@h<_{K$uyPM=PSLf7{UZ!5kn&IwbcFhDuJ zX;0t29TP>|6FD5wjQf`HVISMM`E-k4=D!J@Rnl&ZF1YX~xcAFX=(=E9mj&$6XO#rjW72ZQ&T zR!Lv70QuzB!@ebk)T=uO2Ye_2oCHcnR#xz_SzZG!39y7Ectc1Kfk6GD@QS+!p>D@m+-e8e`FYo;=yD{dS1*#p`ArvvNQ z6~YWRkO;45)6jlaiR>60BQOx?YqqS5Cp?d=lcHMt<6>Fd4E%qABVcRyhxq0f%M-4FN_j5%5MO zn^DyyX5N;i@}SNm#z{YgN-36|X!@K>Eff_Juq}=^v1MWhnz@ z76G%DxY^<5_Q9W^|F40C{H44~>fL+FBpPsEgAyW_N6xx)XE;Wq_R?)DtO4uUi(N!* zthRM+LY`)Gzzz`AWK6l_eSLWI=6Gb$;R^4+lE`0wj0-sQqqh2VDBr9>vp*OZ?X(b4 zsp4Vhifsfef0?26!OsO_JQ(shrE39OPeZi2!K2qE?0%lS#cIqpIOz@Q%j%Dvu&jqT z=#}Xn3U%PQ3qo8Ip5kWnu=pSTwhVyhVg6He)0Z9Vr)|*&aptO4brl*10)E|x{mXli@_kKRU={k`P3As)BoC#0*% zX6s#YL4mw-?XOb>L;5}D0=D^2rgxATeztqbiKUGvVU=`L_h0fBz27eXf`3m@b+`Y4 za){Sonw{c@Usbnqwq{yl+p)*G?Ss_O;yz(4-K*udf&mn3xWk@U)#WdTZQ0TOLUH@0 z9eyO(Bt1AD0&0$p7f#d5(3+|EnRe3!hKo}X- z=9+Cd;Zr|8mKwdxr#*3}{UgV(b2G7zFRlO*w@{CdMFVa>YfvhpN;bC&T(y3p5U{1l z9=8;`6R{L;38rl%OiyOXFvZxy%F!H`1uW6v;)s1tjL)VzhMFyVNd0jnx#}>M6`^OT zH1N3N7`tyU`?2N4{>e5(i7%;7n&HRbNNlMxi=FmH*&uH?RChSXyOI38m#rlnLs)n> zOL4i4oe{+INle^R=t8ul#h;U#0H`^Dc(qVRjg(K?qrB1bE?qsI(WTXNa{s)F?M12eIHC(sY=F7cDWlx%4} z3MAFOZpDG?Qq{TymDsb+r1&KBU-++7`#1V;PhwpKg-bgWw@kROpYw@oc5~>d0TT_= z;)tj77snY@kN2D0`qA6l+2NUXGR>0R)Jfxr`ybE2)|!ZcAivy4hh?&h1Q}`sX3&y` z&x9ps&0-n8<-{)CGas_8OJxT0=(Perw5J)!&JDb~%V@zee?RqVn*;jK01F~9mcg;e z`9-!;a@9Z0e^Vrx=d|0~qSL!RR-; zU~~s zUI!({k8C}N9>%uvF7t*S%=w;_GJBZ}m*5C2tIQh*%4$cMUbgByKkFT9y_su1;#n@~ z6!s$S4v+0DJ1ZX}qcVk+Roa2AMl`AEvh2PY(&})iX0&WOWVu*sDs|2+ZLnXJbJo@V zoXeV?6tFn-*4Zf3TBE~(=9>HtN{(=Z&8Kl=i{;b@WCfDi6ZRL`H<5IMSbR#ho)1a-L7(FtJd2Os^D5Q| zH7-uiYaEvISBa1RF8OYtweiy;Ew$JpAw#K{cW)nL(C?@oh;G%`k)FSef1F>HX?_9+W87I_Jn}Ze<)iFQnt2@k4n`rYi`%}!ESv9LF~}?|ZVpbi z8;}<3SzoI7au5ceSDFa^fOMF*kZ;32kcvi*O`iaH8*-5|*WivjGG;8AP>Abq#&=|O zI_4DE(Co83<@ucp2+W1RJlfDr#u*C;Ra%a=bMDRiB^vZD#3znx)|W%7eYMUg!Y=kY zW$R}LIZC&SrP+3lrd%I_MDkc?uc*QKZBPv3j_`TeH!E^~CW)#X>evur{ z8z$)UP?MwT1H4+ys~d_+RBPWNf1!!Uo)bDBzU$2Zkw-EjSY8}QrIcEc3x%cY+A*G} zMvZjKQ8#6vCOTn(SpP_STDA1#W$&frZ%0Z|rRnTW3g_$k#k&uk-grhYGmPHsJB>iA zM;ao+)WNFqLbV*cjVY;vlQOp2PHFhEikdpC$#Q;|sP`r9T60)DT;~LNJ_1T(wA=v%`Pp+xwTxqs|%bT zrOV^*pj)F=-wR@QDXU*Pinm!GWsAiab|5Ri>$I_UNwuN=^;?$1%>_!FCWOf#So=G; zj+ZiJGGxEJRw};|w`zMH_x4wUK-hM7w@K5%t7x|kR^{&##AQ>_SJM+j);m}<(p=%=AZ|72QF0{`N6cM`bJyS5rYPJPZg8H86!ANO zs&oduGRHU`@6X3-R)b-ct8}bzLK4~7HMaJmnq|up2a7nj7atmY*3)B#ROq5U84+=5 z)cF~boZ2QDv?n(v0UFHB4ad9q6DGqbL7{a9;uF6JVwPJsGV@VY;VC&R!l(CGmV_FW zawKn^z4LKZAIEK3nL!mmc(@mKSw`IriHO0N=d z#05L0Uo-=xKIj0H*J9#glhFhIHg#id>Rd2D9TY=p^s%j_FUM-B%e~Wr!jfSpJ@=&4 zt6g7*3UZz%5>h2&iX;z|PI||Sr zEWmUOLF&zTb??EUWMgicJh^Q`o=%u2oNUlyo^(o=7|>v~av#;cb*)(rbzXGT2vr&Q zbGjk&xqQiwTpAA{OA_gUO8fItE@0zE3IrqR&e#XPBg-o*croG>aLj&!dHEI0yEPg) zAHCs1s2HvPE7Op@h^rf#nChbc60!dgW=ewr(p(jpqT$u2|J`9A2MY8&aZdXKn;krg zyfHmPx72<8f&fTQ%vN0 zG(yJQ$Q;f%C%k_00nlCe&K)MMxNuj)t)-U7xy0kPM&J?rw{Q=35hoKDEV-MG4b-sC z%avdmp4)ymD=BQlnr!e6IDfFnrUHO~0*{fTBx4EMHkv_vvSGZLoE_3S!D@Shqnp_5 z8@VMa(08Jb$ZXg0X1ysx$_?qByCp0N7UCkybrPy=D%+UJPe=9&(TN zqGyTxV~;1QdzlFBin_Nd#m?IfojMBXSeCbKrIVcX1j)p$_kEUF?l=_*rVB&)4+5;~ z>J=W%`4AV}HAiRj)iAh~Vg zPKQLFT9P$2r$Oj>gnf@Lz{F^ z(G`8oIYk@#$oaj%ZA48oxVg~@?mD&&O&P^?VgbmsjRc^QXyYpk-n>oa=uZ_muR z5GjnD*dncG&4z^~&i?h@_iw#ypWv~!Z`=(uRuREZYxwcIEIH@pFR$(mRP|p2umK>d zz>NsCT>Rxr9g_Gpn7DfVYLS_bV=ka$Mew;=S-h*K_lOH&SINu7Udtl$kN_o z52AtLmugs$AcTdQwh(r%OZ!a4 zoPKW}YP3NH@wwUnp@{DKTE_RDWY3P8Y4EuvQc9*tXf!cgKoWe%l`QhfCKh# zrc6e2a&U{E1;gmXbMTHIW7+T!T#M;qcv~qTp(d+9| zsrnJ8D`v>iX7!`5aPGM8bo2Rr=E^;04sv#EXiDtWBpdFzH|vn`mHio02C07S2~@l_ zIo8>EoJ21^z>GhV_x_G+xEAMxrrI`}2AM>z+)SL31tJWzX<+r>rE{mw%4Cnkfry*VvGOyu^XEcu;};?WXB z{0C7YjCAP9QSyFeA{{CV%I`knE{?TcI5 zmXl@@-OB5Qg{7P{GaTBa3*k~RTeiJ)isesLlvnjw;geR`=Wz4KZ$M+9Q;>URpr5Di zQLJj>;Rz}a)S{N1r{mu(xW;&ZwEoeT1>BTuUpOr=l)_Hw*3k0YN36pbzmkoM&EW6Y z$G?j0ucffc!Rh)R>laBZ;_xm-poeZrO$x$h3u;bXA>>tEHJN$r5=!AWzx#ljxWNUgq2_ z+pHW(&3u8LwJ8gZ z)f~+PEND0tMJXS||9K;s1X_kTCsiE$whd?tkY?utqaLdwh0`xTGvteFE0H5?^lzz4 zx(1rde>LDxTnGZmQ%pi;D0G8=j%8u{o?nh|d&M;g4rz`cB==p&)fjq+g;U}E$Kbs+ zkEVfWN_Pk2=&D-ii0RPGdPRh?HyCu3sb6)ZkJ3Icep7FY(PiySrsQ{#(YV{` z&e#MeDw5T^G@fv6cG;n{!m2VpO(v!Y%{D|OE&I+pFZ0#t`YkWgZyk7F(mb^gv$NE7 zu%|ohUlrY~Ul;nnVql4UZlJJ)qSp%h)X8i}!C7t^*YcH@G;;*W89$Aa$$#?J{-HBV zi)W>e&~IQ1X+B0Y*13Jz=l=fJD#EtI_uG#e87|?LXYcb&qS$d7nG;Q?nnepN<*!~U zL%X~6$|N*h9g;8Fk3BM08fz~+Ymzv7JdSO#th_kt9Tj<>t){O}7BPA3mXF8oy(>b+ z9{35}urj>5FBy2F%}7{`7NJ7J!rG|33GD3brYvQE7RFw=R@#iPy;kw@Xu{H7AT25m zS}5Lnd@by$tya`aFjeDbZ}cJL1y-iQOG^-$LcOE$`rSSfR{`~OagE$aleLs385Irz zzR69O-9{9sVYm;eY1q^R4>2zuW5gGNeU^{k>kXW2Q{UM`o$65`rd>a%R`lTOP672;L=Kxj@! zy^?-cs>t^jCvz;;ejXS=#gFU7adwNmRR2O1O_VfnE(qqgAfyrl?qD9!PuOBV3IFUr z06|fM2YpD`Gy}>P{;%^#@+B&l{}Pq^XZQc_i(fCTSd*DOe196C{(c?(Qj0}#c{aj< zBJt%5TX3W`_=%2S4^bYk^*mUI>?*B~7`U$L#a_AgPl)P1o+$rUb;!H``_{)myyJfD180bLZkNd}=$4SEaBkYNe@{)COy z@JAsDNMqI@@%P@FEysM`2;TSOc?tm3ISo8^J8|>&cmaidxF<))h#8sI4U#CXtn$3JVElXa)t+u#BN~4QB1`Mraz2>G&=0k zG++1;hsv7WtlclODfMCg0a!p#BzS?jBgM@;+3vmFHClFMEpBsc%50b{70W42?j1oA ztw(k}kIfZSdTOooS8Jz_NA2RWA}0wMSZ&^Wp89&k_OFgFkti@S<@N~Wp0UVmX}0PI zmgj|KRH5F0S1^ z%)4|e>hVYG6mZ`EGI@~4GkH>GxoZ9_pI^1%&`p@WOZO=)om}{ta2>%mwSSB6x5ggd z7*4}|pg2uzxEa>;e(5uz8*cxl8_lw|{M$V4y2k;Z={vpJtK@@)u(YSsG16L;1&jup zsD)8;FOSWjRZ*#=zn|g!-xyO$3eaq^rQLE-t=(y1Y0G+dUDM9W0ksX-HY|RMWGfwd zPcqW9+=pj~$nGn|&iJGUD^^|}izk@B8S2Jma%e;-0^@Vh8vM!4_w`DN9u9$PRC6SP z6rDH3EieY8{xpmdIohvSKWDX&N?82Dy#J!sVX7a1K?4f7JHya zlii_6Nn&yFr$27p*una+ZIl_-(5I zm%%3VE>;=BUTu(7tGXo7e|jw9Rg`A}H@r%IF!fc5OFG85;u@`nPS-}3)#yu0(7r%azG%#{`s{MX|0@cHc5(h^_ zK*LkgvnqP@P8+NGC}_ZHXdg^NyIU5U#=#ZYktgr!lD)v`NgMk1e=M?SFD->=niCT# z(J;#K!ar&5w`Gc+KHfwYj*-Ugm_uQ1PU4A5m(>Qbo_a~eOM+W+d{WqU!!zFa@@p-r z&z1G?XHSh#3~E*i&3@#vDy1^r&wT!GS=DT@j%cegMFzQ^c1>8n-ZCa0i<+EGCI)!U zof&wXPDZSm*_aQUsU*efph9@pu$shjMlEXg7U)MoruCWf+6+TP|X==5}Q)MpF9sX)jtfMX%H z3Kk+pl&8sVu7VhL#tygn>V(m3xg6K|uusq_zzc!JS4dKF^Kdq)_B%yQL`%nG*2Ra}<$QEvHeO8M8!i1U>@qo_A8@{rGtvd#r{Y_tZC`Grn*GDYrg7Bv6 z)brZ4cBnbnRH3=Xf<5bGNTcl8hdYY=d*YwQh%exZX~3N@_YTJ1i&~Iq3m~}?u_*;X zX(@r&53O-`e7-a=jwm@>a#qA41G$|zTWJ7v-u~F@v(tXH1peABD*zB;tZ?%Guor==k-67rG z-QDnRp83uU%==r5Ken(uXP0 zg}abM+7j6Bpp4iN{ChY{uv|!((-?U&V=3!pLb(|JlZM5Tv3}$eCK=x?t0T z)}%z5tμl4L z&80-T8>Knl*V+!6$8{G({HfWR&;89vj&Ah;=1aOvz_Ci2k8vh)S3I>_OI=+Z1}5fc z#y-AtR`m=s#}cpomq;8QvbCD8%+|9ImKdlI@L7AEpUlqDudV7EBy8W2u2}WzR1XZw z5?m}KetA6jg5fVw;I*jFZi_ePJU}OR6ER4~;W%alFvFzf7v@`2(Xf(B^be9p9E8wI^Wh$-S4KB1^vj)gWf*W;>)A zh3v1yaJ6L)3z`~H+5dOI{W)~`?fW&^>^>SM8s3Q+QR_-dtUHK-TZ;;HK-M2%?eRYyBm8q6JWz?n+F8B<$ zG;va2mn3p_QG@mvUr0Y5*U241(XpmNAbrxEqrU))F1LOn_F|l1ZT84VAYSBBAE}IE zZah+CfM}UOe`a8GKQcfi48xjg`hI*Kh}C4%K-=YT)fOmu#sD8oiRKH64m!-~JHCC4 zxQ5nl%H~f)mMFO^UfuVnC7SwH^}2{13k5_z>eSb6GRhsYQ30&z@q0_NY&j|Cqhqsv z{I(Ny?q+g}W5HWAK<~NK-)&-wXv`fsSU1AHG2A%UlPe}Fn3Cz*ad@Tza_j3hb<&xw z?pk+ykCm4_MPARgO( z{}sl=M;86VaaEx7mo6kVzIbCy#Z!?rPV=Am*_)Ka{DCTC?#b+(*I1KKAOsR-6 zN@y`rbVbg_vE0XbAOyk6ed8;mEITgtvqP2djaE&$Om8F?u!wv9s%2RjN1Z=;W%1-# zjY634-$M~^J+kPLH&ovJp2gj5O0-J7&V+Tr!D<=@CXfrB9EqQJ*n&ouHtWrt?>Ag@ zysmWbuuU5FZFh93LT+}?hEi;nP2wuY4GVVy^pEk}UAx}oS@GNYsw;aZpMm=OR@WWP zXp;sKqX?LxaP_z44YY60#|uHJh4C{cttrzQf!8^OGU%W{Ay5L7FC2SsR((me~<|@nXu5(ig@(1gW^fvroQ^$SJ2p>v&;c zLP&%I~xMk6itAwLX9tz%tmF@E0BP5FgTkZ{DoGTRQU@hZ(hu0n*BzUC6=|sM!*pD6^@FhW7 zYzER4TBNK376ebk$f~q}pHC=56YNH3ELVm=j^+CLda0@bPkHXjdCy0WJ( zBRKrSAftG;@kC&j6n`dvfx@|phAPec_fq0Sc|XL%L!|-F+SX-Xl-Og(r~0g|@e(b1 zjgH$pFa6u#j#T#1%jsL!<{PCB2$3hOEaNAnw$_R4sc#2?diz?vcQ!oHF($t+vKNb8 z+eUr$9{QZUeRo^OmIwcgIWM|WN-KGq3|g+e>k|Q%f!nD7G)qq4)*^I3)uT0mS|rw- zi+L_N-lBNkB!%sXgjkne!x+9el5k!tAlbaw z(*Nuyq7O7+tYIPLfI&E}%G|z|i0!da=YPeGMOVH+Aag&n^oVTIc&Uc1a~T~j3j_F` zLH+bQT658}Oc6U9&SPA!`7o>#L3@~OvDkS+BN+&9HtXax8`(n&VF{~~$~R!bsXU&v z5V9TyuPxSQM=!96f$o$MNCx+cL_p*bMKQ&;10nE6O^9xPrW4j!E~nxc#Q8uZLY7fd zkNn7Q^Zb#DkAitV@$4Xwo*^efM=Fy+=;ad!~?N3O}W?20w59_ zKNV0G&DemG&$Xc+US+XQ#@{Aws%kyxZtBX4_Juk*jWXIVWsQ&`?h67)UHxxj5fG zUEJpC?f)AM6VHF+<4ODU2fN)EV{h`r&Hd+;la;1sy_v?pXQytLz-g}ZI_%;lT#ZDk7kv2fj2xs z=edK+U-IH;+o6Sb=}N%y&nWvRH)Ij)NI-u1qVw$<03U4G8P zU%59P)*Hj0xL0n0UFFLv{>0A09LYTWQMiY6?jqIET2L za!b*_RiCEmLu2GFT`-28&}LK$eSqo%%a*wWUMa9zNg%7vUDhoVjx=boSEtOfz-S20 zk?}F?873=H`W>I8@D0s@^!0!lI^ECW;m#SvA2kkzJ){nh# zdv1K%T_xtR>Acin!iDy_UW;xO258$wva=LVO-l^R&mIWX9HYuc)5h!e*V(z1@Q#b9 zJ4JS#JOZOOqenCLX{4j_O2li8NJX2`2mLW?p~XiqNC4(R=|B-FYcIOAG3K?J8u54bofEhk#$vpI2rr$yNb3>6ur_` zY0kNg1A{(FrZJr+iT^i< zIy2^${4Bn^&{~g@>pvEh)(5^S;z}t?A~3R7CWQGDs<{4cR`ie1zqy)YOGtIUzfbZ) zkep5z%ap1$n=XY|ANLKI)2e0nrG38m6EIi$s*MEjkP9JzwHB|q{-!&1`2sbhv z^f0a_np!TvwOo~%uNp|{KH`xHF90$BVl}ELzLNc%$R&CvMw|1vvpf%$w~vAq zCOj%zAXphr(_UL&gdY)=;dicx+(^OhPEv<;{!?bhvtGJNfMdz0T{uxYKP~p;uzCGt zvNF4X=wLLma(+j}pMAz`P3a3Ew~R&SlH_wiZ#^@PEB5q$;Hg;nZTyLp1(nisqcuqE zxZN4!Ta_3QBJjD1)WZi2L*XntXewEzTivc$vG(%i)HTV{r|ej{#FN$K<|jWGD?k;l z*)SyymNVSA$%9n=+Gp(F@S$?I{g5mqb`9^UTg@g*Hng$O4l?tXq1{G^9b6|SSa&J+x~81O{0ju>oAeGDzZ22ECI*=E0Q1<} zow7eyrXa4W<`^RKns=zfkMRRMPh@(K9m-q>-oc3~_VYZeBOh#ITq(hxP5uF8i}>$F zVrn1CIYoZU&+$4oLq_-maXg$tjO!KJzX$1mBO^{e~Cm zyk}p~fFBlR0pgRk|I&QcaCD_wV^)?o)I-hJ=GsBi)B2;?6%&W<8l9Ygk;fvT>KHXq zLS5^nn}D<&lbe3GC%#GgJx4pNeaXPJze)#TGqSksbl5K2p6o{{t#V5OnFoU$zrr_7 z<2YHuKaFEfA(0)gn)CpNegOIbT9##X)mMOV=IzUBs=`!Js>mRLTMp9-=vR;_lz?ZX z7Hb0MhHe`4phc@Xqh6?=YLoGz)3G%6B`sPfMD8|1H&?TO6Amwdd%>n!oHqRf>bB80 z>U*L*XQIYf71{}{`c*TEnqTI!$1;~}2kgE*4Opw+n5i|H{&+!DP}3zlky^z<>Ua+w zuz=fEwe-b>q#hL3?hTbVxDPp5^le<5o!6cGr>7~v4YYQ@fc2_RDNYU=ZF*%*_^5WW z@jZDVIm(=E{!Jz(SRl|>pVy45)CcLrk_vL(%YTOdikgqZAta{cvWVw-TwJVnovg>4 zBq+-qm_e~XeaI8YZ43LRtJs;4m=<~t7u+orb#Jexl^+{|Ef8~K02+hMI8xb zsQ>lyWiIV=l*A;GnhmNdv5I7E>S_oYx>=epT7F<1P*H?J5({y;W>H8P-|;hdq`UPZ7R{qAV>sHhq6oQ7zbmOL*2V`OY81%v?ZC z1hHOe=HlRKSyYCk>39u|6h100yS$cG{!_{4&dt318W{h;c(Orjn8eNg#ZInGc@i&E z!!gZ@>^bWP{q7VqI#0RgchMXk>tb2DkaGzfE6Z*=oRixVe|i_g(3dcJnCjZemJAk~ zKV*>0ie$ZM5)jR6he#JdM4TvAX=IN$vJ$V5&LkIMG^MY@3kR@-{rL3|-sh*z zB_>qNpM3?PUbsJ?Pctbg>FBRQ84z*_fck6LJ9oKaU^F!D4~gOR0DJJ_nb;1TOfEF8 z?_@!kQpW{Ks{$b3J-Rg+=^I*$S>}ojHpuWZD4nC)5_Q}!J4Q5q4J&~uks(oAP90<_ zt0&`@Q+<#9UG&Yn>@Gm4fY_Wt?y%D0bz&Lj40MN8HGFwJ*to@?V88+xrz$M{74@aE z`TQ4UClp91DE*eoe}_oNz6X$dyeG3IpKK;`!gK{h{q@3>qyrKLBCb5%B_TWqYBn^; zVvvgOQ{sCgTqW16Z&-W5I7Y;v)zbLI*Eq`zF+(|ey{r1{1(=Fn)i(Dk6~*?ME>ca0ox&=jH71ZV- zb@g(jxA!ydOdYYiQnxPYf0vHk7saQ8n&}XO_Dd%<2@0+~xrbjp?Dh#Msjc#B&apBP zTd}R7FCP>G7yB0-@X=AUHKi?ufO1tOfZ7my(M8grKYO+F&E5WU=kkF7sF7btwEZ?O z=w(Kgk^!$HG+O%l6aMS^lM>`f<+h@l*pNTih8rQdbN4bK}9uPqXKJ6k?`Rw zrx{#fymarpKl$|id1og%>oUDq)8{Bs=W=e@fP5TB{pPdiMnC~~#038LNKBUrl8W{4 zc8>DL-6^ThX`)Xn6DGf_R{SaOl+fVbve!>RAYHy$Aw+Xc|PaBVE0CR+TC}4 z6lPauV?I}&KyN|KaGCdvv1tC@nvA$&I&2QKkF@^!Lg^sW;z{Wszg$U`TFpsg=GB@e z(lEhZ12ChzhdpV|?TV9o=HQ^#qH{8K(;^qfMd2=4fw_HdP2cpF%f~3tW@DinX>qHK z=WdD(wg>$mZlG;>8i+2d1u@Dj4|hvBc_$kKOF!CG9E%HCk5hQpoxLIzIzIRR&o~Qt z5jTXO5gtm8g3HNyKoa(Lg{*3Cq_l%EIwSd#3f{OR025N4*b9E7wOAt)lc%MPb(>)E>;dy#kgJTT%DhRJlrto^Ql0eo=NI%09uIP&WE~J0IgdyuSaVxSW*G8xi_mP(w4*ZksMpPS+6odqM0H#qdT3CO9!a4 zTeX9_yI&kXpDf7e8b(GABN+v)_3M_pv*!9;q^}!g50a9xACWvxGmz=qbm>}I9icQz zIFn=>cKVk+o|rV#k|T%Iuhbs9?5-jxU9=m!-nfW~qG4Z7+j^*Dqu??;>cW6zN1GQV)F+A{D@N3+>7uR6tm6XvLN?iXAkktPWDFmdiTrK%E6 z{ii|HKL<`G;LC0h)}1{Z0|S?F77gs^jTJSH%@OoV_3gPMOrP1Q?g!O~I+~L|{fm}O zC9`zI6FN8MF#|I&YVqDJXv2oenI}?0&fOdpN0|ZVXO#&pNFS#;MN?eouubswd0I6~+SiVK8)vL+eFBF%~=@Xs27<&h#?wFSWv zn9RDXaHiN&mql;)^3DnqRvVq)S3x2)zqUPEPytJ4#AZf9&ONxydhXvwrN*KU)uq9c zEDI5!B9U3kTEXR;zXe0Il$3ZX#fK~Y<=PM|esOKE=>*sxBXODS6cq`-SSX(CW+X{! z-TUPzw#A7xpf@-n1x7MT)!uh7gH;Q8>P71!)Ft5F#B4_d2xQn-8?C3ntT-B4khkHz;UTd}#PI9raWKMZnCo5|8G972P7oE%=L?@@4JtJ~(L$O?> znO&uHciW6ESQD5u!3?d6aj_z;w{|JPG(v3Vu0e)_6UhGUIgK!utl=rJjCp*!7|@Ln z$Pa0B*e*E4fng*!^CLHWq{v9|JY%Ua|#C$Z5sSW~0Mx($8#y86b#fcou|ga83Q zg$_7yl1ragvJ42CveDI}rgtE+WPSIHe^!%JQXaxKG>Mt-lMy zJ-mNvckpBtF4A$|WT;5pP`GPVL7ZGQDH|AfKA8&yvTIbQoaEuV1^llrUz7si!KCvy zGrtghB=xm){xjVVHx>|5XNyJ|zjER$utht&o=!6Ryxu4w}EHwaEEJCg3qIeYt-EK#XE zh<$rH`k|n!=j37iek_euFJ@G?a2-s9Cz&1_CGWX0;y@>bKltZ10 z(ScZ|67=1{FYrKXX#F%3VyI3&-N%3u`mF?9jmr#HSbfwt-#P&9IZRsIAdS3x^Xq@s z#;TWQKvMy;JZ}UbF8~ja)KojppB=K>F!B=nTRr_UEw3RV89;j zXv;LM9sa@arffPp>*4#E)|Nf)gkT#Fy3AFI+wdV*971B(-hP0$}gbc5(MQ-Pusj#M{wmdoEFox zI<1LbHxinYzihjBei~zKFq&P7nkNjb5JC@U}F4H5w2rZ83LUUR@tAC%DKxlciMnt(bUr{>77 zVC!Anpd?W=84&6iNA_h(2I9qsj;owxFB$Nzgk3y9d2f0%eR)D>9qvaK!Xj}O88x-= zcBysWDHmv3={9;!eeru-T-@IU1;Vz?xVSXK-w&1LcaCU8yz~gpaGhoj;Zd9$RK^B_ zs-ZaVYan4g5eW|YC07f=V@35>fKu|wDa$2LN5k2@<*bvgc>_yR`G%q+NXHxWnC))R zu_gxe_3EGd;=&)d9-Q{-#v?uG61lLYg23-ds$QGXADXDZu@JG=z$|p5#&_F4mvb(M z9MVJVuCUUFOLhq|UhY1!?bAFyp_7D%Si$Tr?IGfyY0l)4a;uH`lEAnE4jsSkyaqI* z?y=^E@b_jsO0T58Uh`Y`?$&x1rfg;|UcJ5#vQdKxX6qTxARqrm+qgaWo7T&mb5boB z%m_G~aD@3G5Yb5h#|bqQk5BK@0Bz!f|3@j{-zHcd+NdA^9}8-SJv!<2F^3etqf|cb z%Xe*r`%x}R4<%xT{$%MDn^A2S$GkFd6_NO(KaMk9`Wnhn?|~j7&elzh-Y5}D{ju}D zI+vW#?n))!Hf+Wg7E2SI_m7np+k@aMxz&Rn)-sL4=NN*nUf0PVfW zk)57RYY0}VprIbaMW#uH3$MtX&4P-5j+Ws}R$4r(`f=e+APK#Ti7@o=1eaxT;J71n zgb<<0??d13wf`xx!oTbY+Vk;5Dqd(F8#jAmpK(L3&)BpR8cVjkACJF8Zjp)5<|FIo z-q?iAfDbwuN7vCQ#u|7FzIVNx)50U+^bt?s($QR@J<55Biu!!#G*@o)AH$&gUYOhV z@K?;Oopd}d+@jX!-%&ZsMS?}&i-TA9OnLvr1uH0;T%_I@D%F7JY4q#Xu*r_jz=mJ( z4mJAC%7qovkc#6_oXmk$%z~(HGp6slgX;Vu_5D+ZilNJURb{L^LUT&eZ+rj!7)$vq zu|M$C+(oIF|9{lSRi9f6BBw$vlCL;M7PE#M)vw02WzsM%;&W`4poX?Q*J=;({FJ{~ z9~W)$Iom^ADdX}-u{xW>WZ%)NIm(p%YOEKR*LWdwOQM+XbEiYTsVX_g#O6)9*o`O~ zUMSBs&T8M3;(=kDHsZyxf&X{e$z}45XEhze!XRw{dvEzMDh;RWX^N&+lLm^`scn-p zR5N@<_4y$-UaFUJk#?^}>FQ+Ya2#m%^lQDRi`d+EEc4MghvH@dNtF6YO+j#C$P&9K zfXmoT=!8bzx;iOH8)#QpZB)C#OI0%uXIv0oe-|t@99f$k{Fj<{Y6z7PPS5Nfl+q;8 z1=&$+RBOu;l4J>`=3pj>Yb@daJsdl{xbirJwzjgW3uTXntHfN&q>gT>g^ElTp0>u_ zq5)t-Lku^RF7zew65f5~95^^SX8)6T*>G_C!sb>MA^R4t#WK;lB}a*(2g^A;V(k2; z5!#8o*l}cH6RYRH!V?Kw{T*5nRsXE|IA@;F;4O7hmu6z}(be*jy41OPG>8)ek#Rt5 z66zQ46piE&nP}-`e*up{Ukq+bNP{gyIC$fJv4#paoyP0MD;fw021u^=oog;oCamK? zL00IipI%Y*J6ro|x;je-YG%ja`@IK5y$!1~q$5OVOh!i3*dE#ju2qk&aZ)pSZLJV| zUH_qgVHv2C2m#jJna#u`3OA92tM?@HVv+%^br;_$jEaO-ux8Z;+4rV~3bDyF;~(Lf zPn4!8_jh~Iw0SRWq_Z-$QLaS+_a_pMu9;IUlgo%j1}_W$_;E z1A0SRYgNSvi@LoXn{-^^P4@p$1TuYY1-4m8ss^cWpRMzD(zzJ}B!oiOX3_YZqQ+Ib zg2DW-wJ!JRPJb#E5DA_zA>kg2g4>IN_`k}gq^K8MU1M$h5?`ye&m|p)j{y^>lNM)W ztAZt6KthWMOI#JU+RtTxhD~Rxp>^}2MS#t@4ED#E1{s|V;|#WGxg>emsKD3AO`Rnw zWqrSN-oT2TkV^|(q%@lkC-sm3ccyPIHm!;05?@T2VQ|izR5U8R@L?*cNV)DkYkID< zxwfwXY8jQl-(N!4D8o}TKZ3*Wd1&>zk|4RAQQG=o=sM35@_(-%G8@Eu-~&6SBg=(- zAbi<~Ps`Kk_(?zckOXm0QNwCJTd5-IE1|0~IJ6L#RHsBmN_Z)`<3DasRA(3 zYNOMV;=u~L%DDdmgWvt%J%32T+2^Gc1#G2l_Dzt@7jOYIk4WG-3zm(S${0?YZ7$ZR zfNe*-w#C50#_Is9ne&9vEm)_$^MX+_DT%J1KwV9k@M(SixMzF$QkOniD&;l)^*#Ef z2x=F~5+kC^XiY7M{8gfNN7@qnkHmfevTw0&FL_y3w)j>F8&gu*;NYGM1OH+8ykS=H zScb;<~ANQR;CeC;M(FtW#^ty};*J z*m8&|;V+8}RgE0wx@+UE@%x<`ub_e00T}hob1y>+9MqncD20rN6AF#?qu1Yod& zE-0ZC|7}^2W3Kk@mkOT9PX8>X%<-8Mh94IFkQZu>M(D@CKL%`Xr?6GlhrKUgIaP|u z@triqZkxSbtx$BHC)FN;YmUMS;3(e=c6?vM1(98d00wP$kmj~=)(}pdL$mm{$ed*^ z+AFmr;H<5w9XQTlXk`p>;KYFgAKaKQ@LrT+1N{WgHD#g}Lo}1B8+kV3AUNPVo#>k`5 z+uwW&n6oh0{9=hEP@)s5aU*OoNd$IxJOnGUbQb^L2?9Jvw3ijhCjir2N;k9O16e-5 zsUDP>LFum{Ukm{=3{2b@uD0Zz6`*H0pr5lx2M13zp~B){^o2(($796*-7(VUR0|HV zdSE8(J&$;?)2`}2RwF=qFX!G4wY?sJacItaok{YT+R7J(a%3&+o&=|@LI^*BEATj~ zfMJuyAK`=(A2@i@U24`*4ub3xKwsdWjwBWojjut&6C)Z6S9HHN6X2D6E*{S6e2c{& z0;1l>Ya#GTyHZLHpzl`whVz}m=Kd~)2&@l%oJj$g#1Tl_9uMB163$uZC7iu$IHz)& zvOg*pxHxMx$lA})1na5&n}tOhv!GAOVzeY8N3fBaHjUd1+pehv8KhS{j)pKw0S#1! zDxsnB3C-tTbkYp4;m8-qrPILuZHeHXJ4|J$Xb^qr26tl&Uny?E>j<8(09|Q1rc^g1 z3R5WAwq&#vdirPc8p;|AgYng}B&w_Q(l|AL&A@m7@g(&qXzq|hUW@Aea15hgIv*_- zwEm&QB;CXp5DCu;(aj_SYC(V2sL7C#;utGM6=h-Z3zg9}H~F>+W&4dq$*sR(cqY`^ zhVd8Fot}<1y)q8a5XvIk7Ay8anw!X)zGSeNxwFu7mLrNa#s;l%dMJq4qBDN>b|;h7 zg@pn0Z~D#fx&ebhD#}s%yV{*i{cWy`n#QUHne3cWKpw(k6@<;f4CaIw#znh9yLKNQ zmnWLKrPs}0is5%y97EaSjMk14_*e~^zoQjWq-+MBmgRSu)lVpVu^+vjAd!?0V;Ylb zYO#%^TfW044)}ZA%O7rCS9BjURD*m5LT>CbtU&}mM5vAYP1#l~X>hXYx`6Jw!{w-v z=yho9F(7^y^TyaD@7GEK{Y?^TX_pHM0Co)st@JH1513PM=nVa(_@gP!u0bDhF*G|T z_sBS?Qk=0z7(P)b1(-T35J%!)w^0qr#uq9xNZMJK0yL_?nf5vLSWKMI@%m*wSGn~} z_=0*!F!vOAqR5;WPt#!6?*y*yKBuk8i6sF@Ol0H@-@jTI%WAoFmZ6pA5@=`Ev*aK= zh#?3DVKud9tM|-ZIHpAZt)Br__haU^vwm&f=I^5?>7;ADIMyv_Rt>qpgUOs5u(OA3@P?H&PonS-Ku+8T8-d+@$)Q@1nPTp8#-%9%XlR+42#Kz zByZ~PQcG+h&fdz{14g!ed?S0VLZFWMn!gCv7~IisY96M1(u~D4^7JkV__Dt`G0ODSnd5m# zH)FUUSTbe%62IZ{Zc7@7AN26RNl2UhVb_fCgOwDV3UST+Z_sJ;Fu{6O&?S>Yyzu=J z%=T$gx>vXqjknKadTNo)q!&s<4Ry;_fdO8F7}85~Y`e@9L^d`yv9E~0eMFG1#19KT z+Dkr{JFg#ReIP0w{WsG|k(WmQlM5(c@*eSh2SIt$ws0hVByZAIl%6Qrf9d01yAd3D za5JhEvLJ{A(ns5r(ieER{8X2JXHX4k5tur z4-w*NI6IiRL(zor)wtqCdWph7q5_fn8`&#bFQJP7=c3Wr!n) z@`)VEddZJvk<*Zc6luBTp1X>Q2dF8^D%@q+BX7$X*A z?0H|k)<4l3K>P;@AgtS$N?ng>r9gsgK9yM63*$Ax0w1@+pgN9&E1y@f4cOQhUzB`0 zG}h^+9n$KwUakenNqv4ucfVR`y0`N8WI<>bZ$`}#`tSQjk42(mo|hHQF1Ecrw@@FJm%07R#CVGDgic_pq93jg zw>e7>7lOQNtZAPP2#-a-5mUYq3BTx^E>w+&=mR0aGM*R$yyhcDHq7ZM*Tdh%^_Z9J z47XK0e_Ju<5u6J4{@kTT&T#I1d#Uz-zD;YR=fR(mhty1gxxr(}{_eVq(q(lGa;Wi) z-AmQ}lVo8V znt;u3L|@~U&+XTKlGY*5_uB55PfLw)d?yGz?%>`JX&G%CgdXTAKakp6Tn~|!Za1x| zlml;Hzm=&tfJ!lH-Q=cMGl$QO31B2y=Wf!aK2n$JV|2-T-E@9Rmi$-VMu*jp`v3D$ zWGvGYFBxmI`}^dfL*A|bi0b8i#>TiGBGB|uFvq!!t?BQA;(5AgXz>}w|281HiRg8E zrc_zy6?nH+(>)m!|9T+FXS5;}=S*a98viH+lcWnVz0~rrSXypVI4ljv6S+4<(CzO5 zDmtlKyV@8rT${Lp>0l;wwEe%nB6E&Brw?j0O64xI586}DO}m>VAb@s_(WZJ!IN^CR zV2(&*6L~nTM>VybDiiy5^d0mH#BgfM zWh;Ye*}I}jH*AY5#r6e^raN(}8wD?}`YZzR;Lb#_bHPj9c6}8c1Uy%M6s*PrjJ50q zxqlI9C<}UgoUN7-IhYR|)vxNr$?UVq72HviVrfa{sQ&EnxM~;at$m)thg}UxRCHl| zt0;R3zu^6jBwJq7PysQtq;$2MNRP6jMh4PH?{ISTuZ7FbN|guAbUwNbpiu?**_38HfE8&j>^Y@g`*)51L)|9$Q}x4y^2}6`PmOJcU=Mp{{M!@ly^ni^9Rv* zuc_`wmgf*8*2xu7<~rvsLyPdn@Wpc>-4$llEcw<4jsM=E{l@0^JwG9P zVc(F1(&9||nD0EZp%^P(TtMVIJFME7J5fnBuWOv~m?X!hUb-nR`E2QQGyzOoIBxHc z`qXH+tmyX&8b@NkrRbHIL)Tgc8sS>-n!calMKo>U&gd^COO9tzzn)asqQInr3mDEy zB>5QAw5m?Bu_XdEk0GV>ILel;w`{RvXKl%JXEA64hp-=P!lof~OF>!=srA$Mewd<; zE7k)Kwl8N+AeE8ao`YZG`WsuwEq$I;O~_3XrRlFSBmungjlxemYR&bKlIu;*ltyn! zaA0kHV2I8Ii#y<4 zLSK9d(94L8)36ng>KXGPLEtep%J_|?*)M*FdZ3q5=Q!n|TXMnA;|{XqOLkfuGeWzE zYMIb$7E<3V0Z5~HI!pPdDhU}^*8G|j*AyaJ1r~I@`$K%;-g9c(cRjY#)>~3Dr)}Qtk$)}4 z=>6l9%4Cu~SH&Tzm+y&x`41fHDBlMh&(z`SczByFT{qH)TD%UE(uEZJ42~p94q^vg zIh-dZSi#n~%tFs5#o3e{HOO$A%ucP&*%q^6lrars3SKbCo`P;#KU(r{L+Mw(m1%Fk z6__+$+3<*@4Vyx0WdpB`ZKQd`B(1-pDHP`eGO+8z_udhdv0*UY#1Y4{@&2UGC+n2l zWabKdV)pty|Mo?Q3JN9*tY0Xk`>1da{586LkoZ-^K`xVqENS!~TSRa=Jz$Ffc#%gL zUWy?d?vtEj$n>=AJ}U3i!DfvU1kef;8Z3Fwrr97K!^X{)_R@8{fQ2+j=|*_}XC%M1 zLq@W!6h~y(1d-_5NZP!(6QvQJYiWpTan^I4ryUj-eGd?Ix=(ehrACgZV_KixmhI-P z9GEooic?>-F*4N6ydz&i7kFywOUkjEM0eN#}A}dY&+XBQ;F%k1ic*3 z*>9Br6bp8WME#ch!>|2*`=yl7)~{>M3Q~UE-&-kOGA;}=4`_&AAf--vJEQ_2k=hwm z?-#EMz-4_vi&1!eqyM^AO$N%CF%Q*ODO~?Ioufg3szN~*k?q5)_2&P|n4d3VsGql` zz*$fC1DN)?lzG;nO!Z9s5X_?21RnTbA)<=tNFaP~R+FmDR*wPX!%_uc0&`1VhGMx*9c$i|C_2?}h1bR)`AX%`Pco{T)4^^lRB=CbOKt z3yOXSK3ME^ImhpC89wgXF|{n`r$6XvzQX0aoWlk(#KNTPxtip|Ih?I}yvbcLTFzG% z&Go_Dr8odR7TaM$DsrSh@IH}1jtyW02CzQmfu;k4-CHd*M9M;h_xRvxkF4%Opc~$7 z_h+)2Cc&n4ZA|zJc=#4h^Jk7Z_hXGV4NNmQP}N~a`k?6ob3&5d-aMZ`Sii@WD#|M~ z?a4ezKt9~b2!W;OE!@j-ITv|1Js-QBnj<#%N8YxpL=>F?f+Z2p<#$fW<)=^X3imW$ zncleZd^Z3YO^W7zO!|}ygshTkh!>N4*oTBsx$yk$MmN?5b3GmY_vRhAWLyrgS{+s> zG;%VI=xL132!Nt%HK1}pCR57+fB%WoQ!3#2nOo$B#;jw4Sn_c#DpL#Qvo5)I<(wJH zM5>#7z;V})Y-g|MMAC;F{$rWb$+NGVcEOHbUzT5Qlz`$AupMYIR35N$gWxglwbwvu z6+5BKwY&3kfiB+Y95lgb&To4jKgWPU>O|{f6H6E7hQyQbnaYpn`fGzrXp9$kADT5j zn(vgarJ*hyqB>QB&OiC5owM6iKkCi18I(-AB#xw`_L@exe<`H2N(o`4<`$#0Lza?f zV_}P=_TXbq#7EzK_VfZFC>CBI${k*Ze7w+X8NM$A#cy8Tc0H3Yla;mdZ>Y23D=B7c z0O1<4Q_VpsHL5_;R;#$1?A*0TkFTjzD-ii~ig!?oGoCjv9|m&WOBhCv0?Z%aQ(qK^z9+=z9S^lqLi3aU30 z`WAIvJ7#ewOGnVG8IIW_Rw4!S_|@a%+R*NLlpg8hWYqbAf^_?Ri*g7J6O%eZlRKwU zXx|DQnZ>Z1s33kSDam__f02o2Tan!ij7L0d7wCQn<}F#rCosw0NE> z*tYd__?-Wwqc*9`=M(>W{)p;g{zJ+{NGV78l*oMGNF=aMpD}XR{zCur zVj*EZhV+=J=%~-v)1+iiSXmB@>LjP6MWz{q+n5Pn5l3XROkoXx`0pDflyvyreX4(s|#otL|&?WMuvn8sehmPP!dwut>4hD~X=fQ4ijm>hC=|zwKks(> z7y(QlO|)i*8(VJcnpa4Oauk=A{6{%lP$p9H=uaP0hVC&Zp=q+vx$DCPETO~Q{P{5j z+h^+eJcgUs;0ur$E(vTD5$`MRyP$p$gViZd7|+LeC^}!XZeMpCUuWmke-xR!v%OIb zJPK3_R@hWZ$Z9F#%e6}npp|jA6(CfNR!aYXW9_4G^ccACJTI3LMJR&3GHyY}33;K+ zlr6&9^U+pAL!ERmuC_`qBhFD}BDjC!Y58g{=exJdl4oyL+1Hav-OkP;2!oZKtLezR zgVvdZ`>DSx%eC%_0o)?nZE(FfR|Zxco-E6iMowk=Z+6EYQlIKG)QxL^?u)8l-ou2> zyX*d;5fKs!@jA2rJs`=J+RrAipc2!Sxh(f?;E!UZCr9(S8;{pnwRInDslJOGN;?233Uwzo8fA zvRTEDY0Zhrz5+cbXLws1pMe!#+e{QUT)1F>>9D?E+Yjh+3CYtwkzJ50JX& z6U#=&%R9Iafc56`vA->9&Hj41u3osbCYK1vb9tBZkk;SZE82f+KSo4{|31SbW4z_L zYji5@_P_uSsu10GbX4y5F}m{pT&i!m_W25HfdDX499hfJkyI5x^iETfLNcF~BstGH zAmKBD3FxT!I`=9K>uf~5q6}rD>~s@%)9EpeAN`rC$ji?W5nD67*4$mXSl$r_8IxXO zS8G(~uFK%hhKbZHAdd{=OI0jerc-=36-%M#RDOAuwcsoj(dTHo#7I zUDx8=Zu+LjW_s(Z;k@QqW6{%dywoHtT&nTrCT1{z&55O(eN-F?5*ae`hHgp2f2Au= zPjWV3B^q6H(U*tgT8tIqxQ$~DEnM<XuC6)1T^Z$u*S$U8G`(ZL%#39QCn!=@!${hycZ6VkmS-PuTHF>WA$ zx*4sf#sBc(*2L+a&?qyDtL5Eo(b2cYPWOd}wPVl@bYsZ_Z_OK&CER5auchc7XW>;& zeDKOI54SBmVOeFTuHs3r4|hP*W(mM$Y&*?-YP5C8r{!&;J~&v6dCp+`Ud`w{oKs4p z6}eINDI74_u0FK1WopSH4y`(Penwrczw-(Q8*g`&aINJmT*V*0p#BL28oeGGyzMUp z%a5Ou4wdiBj=`?Y3hc>J@r33DsJ-H&P=h=0P5LbNrH>s9J4acKWKA4cVnGx;;Ol&A$psfkxFf%<|CuUXsuLy+3D`ZC^p zWY~Iwq1yFWLt^4&WW?JwH3#X(<@$wi8u+2K1BlnOX=zWuIFr(W-(6-YuV-pz&#V=D)9FhAF%PsjL=lKKqnXaXRC5Nrp<~ z+AzPl&v!7OonAV@p>{|M?hhRPIX)2PWE!K>oXx&lw;*m3wM2V8qoe=n^C%UdB?;K_{PcXF>2&%Y!il>9&lE58UaU=x9;Zo_?X>UzYi7WgAO@5e6p>E z!QV`=Qp6X|vQtTdIfV%wk7qXO@siqxJ#FWEqC$H@h2Rk0ak{Hzl;f~=W((-}`%&#m zW#tYgrv};mj@ez1o2I=HD#|$6N`qs8^f(sgnr!U=$4PDxO*v-O^N)P87ely zxo=bJle`_R6fdJyYc?P$F^FL>?X&#A%8%U}LG7{tiffikjfq09ff$OKjgDJEVs>-! zl~N9y-@mX8BZ_*fW@K|3yVC4>;{~MshPVTU3h5mtH-p6t(c|}rU77A3tZiyPN#hCQ z-DE)i8iG}^s=d@G{i&&4{%+}eLMYE;Ra2?eEDC8wHs;&!iu5PLwl`rS zBuq?9ii?=sgx*3#fI3aPBLBp_%0oAm5^a-5j8GgbCnx9Y3PZ7?X)K)zFAB)_7F0CA z*&jT%-Ea9^rIVVLjwE#n2P+5Ln%{s}dR0SvPgdF_0Rvi4Wr8r$IZEmOqwt8(53 z;({>Wbef?C8G?Ba@(Z3`u|Yt2yxr)shmcg$i8YN1bHoFhe1fLm@0C3EMJ{a1zMFjq z%khRKB%GoAm3WGCvl1K<$>(*H@@HC4-QhLcR0IV4IkHk#BBLscf_Y~=eIy@wd56{V z#(w-ni1CeYI}BM6_{sCTT#d-K+tZbjWZ@an-cuYc?r^>pbR%727sH=~_%Ho~x6ehE z8w8=}r){Np%;I;iGtkySHpHf4p+ECk?FVN9DIYzV%^Xq|n+91@+Pauq!-GRd+ZaC< z!)qy&`dM;>H-!e*wfe922`BR1Us+w-5X7E7ohr42+Jesr8;1T#k3smF(>i_9YuI}2 z?sn3bXI*B$kg7WL_c9{%Rt5;U@GCgdhudVFEy%zz_7uTw9XtD(c4<@Ru9alNC+WqX)?DXhrRqv0e>txtk>ZQI?Weq zM`$-G{>pc<=&>-u}^rpAPC z7OP$CyzKljtnYbse0Kg6q7lCQ{E<^}1FD0wrOn+{)Ak?Srz+mO_fwJRS@{h#?-fg& zvl2LQU7U6Fxtn5|?}e=}#R($%E6H~*oz}d8Tqvh1#N6@cd|ENQgId2{MZU`iF>#}Ov6xKwSLbL1+7X5H>X*y)Xo#@xzk;0E!f@XRKn~M^cl(Ctw7h=5BEt4yZRyO4!4 ztb|JD7_~E5-R{_A*`CASrg;<$Wre?KT;x~M zZVJUFm6-5XoWm~2PJM%4=*PzG8;y@Lf;O3V-NAD;S-kQnli7gp9kyBS=oF z?~?goOofGur}h0PX(~XGFxBw7OXgLfD|Z3PmQo~{tLj^CG0W0h{i(N#KZd4xQM+h~9aV7xA&NQt6+Q?(r-##CG?0$Mg--sVCIS8K= zaTq%K`u~><5x+C9A_YII^at%LSY6{WOaqD7VHrydI3#+XBTL^7?Pf63 z)!xW*6i-@9a$i6|I);%yS=6q6bLlz3jlO$Vzl*rDR_x!eb*hbv!PoRw(kCM4NNUOn+-D2!s1`gRqu62NdhG3_{5Bad5F zl*ah(#|n=#Y{$+YRmc(j6NN7ONBQNc9Z5F5KR*K=6#|y3KAnSDEl&BL!F96~3{~B5 zMPX<%#!gOHzP`S*&+8}<^jAT~q0WlnjK`0Jl96`BPH;O=P-lDFCu@tS5T~`5@+^2m zoh>)VnrFWcy&&QRw6(S0h~%Jr`0zoZV1$bl$iH#pBcQce?Y?9Pi1|LBN(xIWrfp~U ze*eLL3ftLj-)BlCY83N-BY z>~|f(cT4Abs%(#Ve#Fe%M6=H?5}wD?nv`V1&h(CB#UFO`MdWmUkn!ihW6zcqy#$8j z^@{gdtxRb{oS@D5h1QcOL;B&@@AK&aNe+ z0wVvfV>4%DSBa8H=V3UawN%jP@fmlf`eT?B zM3f1Wwyg=Zq%3|2>x6>`vG*3JE5^rNE2$1Zq2R{a)VXsIuM?@3UAykB6x>jms)UN7 z%)eHYX^{z^4#rPR-$$iiSZLXr#t@Y}mPmsVF(py8cG_N-rQhVHHuIb8w z?7qVV2Wj@r*Ln$3B4E=eRkxFN))X6ki!K7D6hCvLSf9coseT4l5up(c}&SPXYf>(xmMUNL*RXW&TArmot zP!c1LDV`_ul-sFO)7W-}?QAC&w}`4J+e-q2 z27KTq)6yzw)OW2FK20SiZOaZY(-iN<4`$-03{#{dV9 zT1u5rz7oDq97o`?70cG1b6K?g`PU||qDDai>mK4GV9kM>p)0fqv_wr>S@ISrII$9Y zIbYrks~TH%^d#kWHhi{y>R;6$cFS3*ExQKG@VGkax*P0BdbM!dP+^81ja^_7mHi=r zV1-uXCquV;5A7p${(D#MipFh-R1F!zvKP_;HI0T3Bm3Y+2fSf&(r53v)uJYryw(-# zVvVChy~gJLgNsHjysNly(9J(>P*J4jVQ1AS5Y^37)imYvetm0e53g>4sk(oYvnKY| zWxX2~7t2>i?D}q>IsN(kdKRgP*<-@42Q@>Uzx7l@)PD~8up8IkeFG;ctAAn zLVCW2F^O)_X)r2kZ;k;(K-uXW<{N#MP(nXcRG0yiAlFX&nU&fZn6dj=LH6yT0XshC zT4QSkzCRL8afAR1+cEU~e79Wj;~=s3lHnS#ess%I zvoB5W!4bt+KcJ*Gz#CIZDgT{{Mc#lHm9T zZCm0;gSpl5eR@oD_mi#O@5*B~qyn9q*1FZ6)Ao$F5B{?A3C*LMTx z636Ki9Cp^Umcf35HPjf6^@E7OJIm*oANB137iL}Z&yZ!J|hHgh&@85Xb z_}=^=hb2V-wkJOoacRB(LdcsT`=_7gm>EQGL7ctz*65{0aYJk9--%`ImcxizS)-z{+lZmqKLocCGR33 zZYQjGO5x0jy~*A&>TQ2&CY}hi1mk;5*N9eedzCfv7WEyV=1B5Hd_~*-lRJc(4v+*L z3?C`}FO%}=Y_Jvl)h_f8ivlYHu>NQs!JMB_gS5cVya`JYOdGrxwuDS#tf}hIdr#bq z{!X>|^awn`;VU&+`lRKA-arcj<wE^(3ODFLm01{O;5ZG1s*fVS`sx*Kie4-($CTp2{L|El^v%t4fS$77Yg*O@;X6JLQdS3g&toEJ8+dgY{3 zF{k5AfL}(y)`&RKt!Za(2d?5zX{DTtZJu~jLGb>KQaa{vQSHHKmA=-2=<2T*nE@YS zuU1^gi~EB-m+{9%21YLW>tWrrfkx8o-!(U^hl{BZ{H}T@JT-~0dl%y%awYwPT33`; zUJf=Sx_JX+Qqm_+&%VTYH2U|3p@~zAeGD9ao#*vXQj{EaxO5iCHWX8qGUj{{wRl1a zjT`}0%FAPF>c1Eff_jxOTi|a{5R9;F*}t1PA?P~tG+1@p)8Cn#95_8vFdTH;hzQbH zKi-Ts`3=$S-8O60pNLGUyq=oM4h)HL6%;Cd#{gs`716uhDDru4pSztMivMXcirYyR zMDMd^@3a^R7@PyI8YW&|w&6(ID)(P%;Y+QOU-t_VbLC*rG^qQHm+L4^%yAoXYn$Le z7;C+Vym9d2<1OV3^V3YN>B6284?Cqz$@6*s2LSXrbI{)6p6qq*th7RZ*sd-xYk4ie zse~EAbpBl&0W6E@c&~s7L{`*NbzVBRDK7(@kOQ@H&l8K=$@(wJ&^5xpIF80QD{!`i zYobII-Wb}_6-KbHeys(+?hwD+MSLS8N_NQkE1!1Qd&wd}329!#V~Wz_55vm`@iCE@ zZ{Xmwc3XktEGktEygOy9*?!ETDa&WbfQZY)lKC}kEe-<|5d*gsR}Cmp%}q<$?x7a~ z_*$%`x$VHnrYgOhtQx3#A|=NA`v)Nyn(l*{j5xi^>Vyq34GI&rRI4kyECdSKA8PPr z`@IYm6HiOK%NoA)J5=&JS2=}E8mhftlCcD=zJCo6Hx_Ic&70HizT{ZJ&O<0Gw2-_wwb>h6uYdro3e16Cbd6G zwO0^ffuRkS1Cyo1g&8;!K8_)#goQy{C>yrGi60|}hmR_C@w|GG(p;f@n$~HYTGslPgO&<-q~n0-VtZok06OU1B2y%P z>cM=2P)LlcKczb7V>@@|AJsDHhxYgmQs{47$BOQizkZZa3crg9(jxOh2^$GDeOJ%f zaMhleQikBzwD6I41OG2V02wy#ps0QHjZ5@Qg=HyA95mw zjrpi$n^7{NAUEGf&o!>ApHoFeChx->c$Z%uEMMbZp+Q4{u&k`DylD536(seD*V{fi5 z6Dni55LoES<2F2YecE4KubZT8*`St7=(IKwY!}{J&aF9$bgha(vx<(&DDkW64$ZL; zv|}Vand!3!w^IqhqG4>M^=px!z`($dc2~HyPmdQcNJY$rn6N}_$vX2-U$AT=R`M6@ z8D17=S|X3x>1hp`En*H8MV2)hPfJAk>yO!N+QJ3@e=gz?vcE@#RkdLn!tLB$+8j3d zNn*7IKjA6nQxhr{9-jZbhmJyPu%WmM$Pj(s3WkH?r6O%syZ?fwCU$GGO#dFeueq%+ zd2LeR$P7pFR=VUX;}v-#-#BDv?Ssxc?;@n?Wa%vMUp~f)SSPn;>Tp{62X!7hF?}ml z@E^A2?Sb?9U5pI1Ox)IrJ&pefF4rsaTp1QQOW}1x0BQT!3CTOj@0vr%E zAgQSzo1RRp`6!S36a}8)>Dkr4cwkQ0`}eU!Obqn5_UUi^L=E?XbH&HS6*99#0-IsaQ@@!u2jaMCM<8^9HO`U47*p8vJe_3Dfc zGL1Wf4wR#+wz>aCBtXJBU>Y}0NJm?lh1mR-nPm$Tp&8g73no|yDc0(&k$3rcH+Y+L zL!8d<`K8s~_~clUhjvDcx7@V1VZOcn?}t@Pn+ik*2n5@U5k|mBUOuI%+g|=uw|xJJ zF~5KKH+lUHJ9>{)U7OWtg3jX89&61sJ4e{clL7nk@AbeLehA-Z=v$XEXtqI&#Tr|h z=bM*{Aa%9a+FXZn+t>9j03Pk~Eu{DVRZ-r)@!d zUJhXc{DrmBXezzTbi?WP%;6H*IP~&ESH$q1(;7b}5wCx%mKwzSP(?AoG+y$KFol8? z^t49}4ty!`0b5Q?q22`?!yD|}lEX`L<(B31$uo!JZ!$31;gtz3;xa~Y9tWsa~Njt#D@ zPQk5X*Y8^{x@Dvd&tC_Gd>8V{D=X4@pc%M zj65BZVJ9rt-co@y*wPtECaYu}Dzx`)&kapjuxJQmb;520>+H_^xq$<}a=MG=p-f-v z$6tE6R__Spb=5@YH^@%6@G=JNjNE0L^uCJ6B`wDQmd%Wh$+xS5&1_CmzPKHQuJW96 zcNZ6?1Zm(ESV3J0nti=d<); zwv9z~bjXq~J#bx?a_J+NdxsdXQ>B0bA~4}(<}T!dl{;bjqn{gT^m@OujU4i`W%$gD z5OdgkENn+)?D(nSW$k7XA7O*UaHu1uGf!t>Q%wqlJq^*h7R5iA?jCRl2iOW*HMpD#ZE3RL(tYZs9j%0G=le4j zK9BLCC=XtrBlyRns?*dD$%v`uMktLDx%`m>Q3dBl<%n)`d2`)VpLu=GIp+_2du<#D z-dPG2Ehpz!{mnh&_Ic0Hw%fywIi_9nugX9<6zC0jV`5`ZrPKR_*yqR*m6k?VrXD+K z_ubPT{(A0BXbvtNoyP1=IUEKvZMXY4>U4phuj)E!l5MPUeyN1Tz!4xpfsL!_uu1Waj4tu2+5r+pU^rFfc!f@oSJ1$aIEM@-iCs(8`Bzn;%>anfT<39BYY4LS zO+*SZn=4X#X1cYf25NCG8nyQq@~F*+S4GeA%{F?0$Wd&ah3kbRF<}$*y0JU6dA3sp z6X#zhI?EIY;8S6m^TQ{Wx(~mUGW?Km6LzJ>82>2`A(fJ2T&}$Y#EmGh6l5*HE|DQ7cv?CSei+z^fH<{ z>vU-)*1_^CUZ&t9*_#h6xjMvKx%msjGplQA79HE~C)|WXw~rQMLsAzkHLH=}U;q35 zU+E#m7j$em#?YaK*16-=$S*|YG>L0&m(WA~Q8^I07#y;VA3cG+h<9ZamHJ1Fq3qV_ z2JiiunrtLK`e591s*PMM8BeCw);f&D2 z;qP%57AxN724|$AAMTsn<+uRdU4!xr?caMWp|?E|;2XAYPwn#!Do1EEG#s4>bDxUK zrz-g5VCeteAiMaS&;uhYG;#NK4$qV|+84ot=pT;8AxHef#Y!XWwnU6e$viUmy zLup?Guh$c+M3CLD^SMxT{i*Zi3Nh=>BDR4%dqQm(an(R;4k0GAu}u~u z>nqjbtf%ICeDyPk(H#4oUq9uUS6 z(Q6MB>LVi~>z>}fsl9TORG&)twE~G0&6K25?tw)`V6IV9LBj2__DF_%KSQv3e%b-1 z{DiFE$cdQtvM2YO-PXRNl*D|M8CDVn3k%Cj7Rh0-uPv7f{P0%P&M>tenSO zCc+Q~!-Pdd2)MVFt72YGlcFF>$LWkdasynC9)GF*x7)(@N%l?uUk7g6L1X(jMY?4| zp9a&{h5gD*O7>^7fnL&hh`D@Pu{G0A!kSaz)oHCjoe6Uo>_40DXwS|E$^+!@);te1 z81)s3lTHujDGYQA^Q8i z{{xSv6Mz%!{rR@htE&4C9rO`kt#QD2aew@!_W4huwYEE`gU?_YAp&MCsIBJ)mJrAi z7ADmdF2&;a>YIVIIT=??n##iji0P2F**D~xo~Z55_z=wQh9$bXx*_Lpz`D|LPXYWkI&B@CKV|?gALe zwCko$Pq+;R);3BXcE&6VKBTsHv2T!k7agnj9Iz}J2&f3|_M6P^={4I=+&1`6BRpX` zbvJDI%NvNCs39xpco9!xT-{_mbO!+$g+niQ6X9H%xhrq}<*Cq1I;=NY%t1 zpd{~Gl~AX0zjbzeMQ=9RV6W|)jsrO#2I8dQ@_94mhXr$zp0M^D)K=XxUT-N&eDG?C zP-Q}5rvumM`~H`ApUvQAT%XQa-S#tH5EB9n&){cZc=Ks|PnM0_Wm+Cp;8s=4Za+Q) z7^?@c-DS^$h@mI!F`rvdfV9>Dim55qHSPiW>a7I%sxd>acSDQwzF}5H5uU%p1&@Ak zw7%2BmqabhHSXF(ATa?w@~CDe^GTau#J06S=6T7q^R^?{&;sa*s&(2LzX@!426sCc zcXx61AbQno79s?UxTrelF?vV_XXnIK*z}Rm_;olI&W<-gD9mM6_C5>7jWIpqkK7Uw z1_>O~{u;0x#-=|o8;JfVdXbfZm>%pRi!X1s-rgSMso!p)&*3y}>a|^*T<1J>&m=7R zpubv(gv-Ek>Un@0Z-D_52htuQUErHjO6Dl32mQJPWkR(0xe7ypVCpL+S$l3b7i4TM z@gqv}o862_Oc_(E5Y?r7!`4PYo?Zul*=W{?v2D=&{W%OD%+eh`;4CX&gdI|}VoQKq zgaYh#Tw+({<`_3Tl`^`S|!%>6fE%}M-xulfc^ z`Z{>JtA}x`pKo|46t1o-?oltFumWJ0#>i6M$=k4Vcso8RMH_@XXVh2sbejrdAw$IT zkkh<6IDO&)$LyZJaHlCdJVV0d*SeG-o@fXhMq31C`SqeD)6-X8<`yn zd=}>BVXb$;F%^C0fVwr+=sC@{FqB^wcTgBg=K_d1ANHLz zXm~2?lrCJqrg*}L?z?oRue3}9Idj1ynua7M_Y^hd+n-P1{+k5=1;P0HVxl}z?yPN?*el0`&Q|8*`i1LBL?!yG0eDgWqvfk$Da*_^ zb2XY5!B^N2U`3>)L#9d1 zRL>3Lg7RjOGn$4lXo{;Ay0MNx8PD`afMRMp@rCR54<(eGkXbZq#M`SRuI` z`7hd<{}ts~_)m5g7k_=XU(e{gG$}^;G+S`9wB7%hg*Fv;njO`aEu-w2G%&?Y>@9Q<>Sf$MYpS~jf{6pVS zeutEJOzU%Y%HmHSlCybr&E&4SN2S?D5r2YFDJGcl6nM&gDO zF-thak7zF<^M}gZX7{QO``xc~b^QX`&$oSgNxVB>{*Sg7P!R$CmG4QMUtZBE0B#kt z0J!Y_=I7MEXYTwXJ|Tq!jV}(--zG(iXzO|hmXIE(^GNMOrKU3*59#Z?t)qO#XgE_Z zvCF#>sdWpr8B!p>m{yNi@2Gs1p5nw{%2SMN{y$*stp~CjOBM~+TeyMgf@67}c@myp zJ8s49NHIcy+bl&dTKK_YG1+Rntz@((T00Ky?6p`yqOUwrEuU%i-W`y9*P{HDA~~x+ z=l954w|)Z0|K66{_@5j7f1-s?=b$9${;Fxf{Yai!%7xvq-(9;yAbfg%z!XEp$;n%g zxwvS$XcD-m^o$>XN03ObypyNYHK?|D4c_FeZxtQwTW-D(vdmAb`V%QsOxqd=bvCl* zqm_~dr8{%Zq*ZAqg1DhXDW-T}B@2``EUxXJwH-`s4@rY$Do$C(&tng%*yDPBJ!hkM z2K{NbJiNQRyJK1-_{fhE7WL;LT<|9@5x>Dw0)cd=IbUM8l_=?LIIXFw&(9EL8Qsb^ zJ19+;sRODvmlw8Aw~`mFE1zzus}P)Awcnk*WE>q>kU+m$bJ9R*yAdrDEjv;efp{lJ(lSRd~{t*lCSY5AE9VPQckvxzuMNfF!jW1!bXp`JfjyZHM# z4BNv_9y2GqM8<}BOQ!WvmI|4Ucet-+pCJBB*tebX3T z>H+4F6C#{wBOesPZym-V1~)@wPKy@AljR!)2q`rK%#yvG(bUIQC&#ZqWT&wMwXQfp z3pC<`?aU;-LwX{}dNu@vWGadPa;>;C-2=dPF>1M9vL|jJ1W=&6-R5dEAvibS?%`I# zTx?JDEFsg2E6NC_4v;RX^qbTbMQPprBjmRR!=jDRqBE(8302UnRsJX8^Zgvh)8901 z75T==@OPOxNYYK}D9@jEMZP$5Z`*yO&>c{gYMPZB&APE2rWl{ZHN zRN=w(qn$;6hte>E0ynh8OMgK@>EOf7h-TMnqS>bi0U%^sy43-xrG3r5BHH(FsSGJ- z$T5V5tD5G=%C3a@`6I;9v4tgSP8G_Ls?QgxBF3_G_xD_@l=(4SPaK<+{%U?dx9zhh zEdo1r0yUOt)LiX87CLi9=`sk}+ZSx^1eITB*5<#@<0ZPrKB~ z{VXWOP)V)!HQf>!GpS@Q-?%_{*@BL?3-egcIRajvN3?Gwo7_nV(lIu~P))t>2@(41 zBsTU6vwp%*x2AGCrpi|7E3){o~a*mbZy}+qHLvbx^0&w*z>#p)$jcPY7U)+u1v?9#qPXK zlUj<=lt)~WN<&ppkBG{dj%<163p?!Z4DRv0=P^+$)Cm-Y*h8^9Df6G$5}2uAN-d`P ztRILv?h)PRZe)6q^Q=sAXdrdcnWtXXLXVrz5#bx2w`y~h`D@xcAP3!Q_?!9y`KSgzIPtP+LKWnLE6&%kT@lSASX@Q+ z=b)!>f41AyDav<^16`%~Ku0heWkuv1{z{^7b{U!9~FL5st= zf>a>)gR{Q=MAm2w(Wt(@Gm5Jhpnm75jD=YWZJt~Azp|59wZ@R9dTUbAruo%BzEaX| zS~}QhRau5R1kT1V06uiq!kE*$(A{BA?m2Oaw{-stY1NExIzCDPambQQTkN*N`nNyw zO_k)?Q_C86w76uiQ$e3*=avsVGrA$?JvYZ-RSET8i)7Y`GlzSX; z*ZattoOVS&iR@C*2c+BN(#fFJ{aq$$67hC17^=vh9(aklkZTS|sAMh#+~=AHD3@}9uJs---mZzBf=^IvB*2)0iR%e*hrPA6wsxc&eOU++Lo^w z&{47AXq3+6%EM7W&ok7BBMsCkxZSSAD4<{~NLUDt*QKMh8%mAbK5A?E0j2k4sTaN* z9AC8G$`;=zAnAH}mIu7L1bO-QJoU7b(TtQBt1v@tU2Y!XLoHsB5p3gYYg|15AaU) zX((+g1sU?7MWWAj2sn$RQKfu8wOG7>tgi&3F`_9Xxvh@2S3(Mh#c4dZkJZXK$r@gM z&jU_HRMicAhYJeX=~CcaVl zhH&2bq%iQ*y><5PnKo;%9s0m)=LI()_(10Y!-Ww`F3REMWFx}W!#<1JH2wt>@-v{6 z*Z9ry{``K$D06{{ZH)lAv^9;rGIZD~2agKj7L4YkwA4#JQf4Ny((+Nv``B>W`|F&~C4iYK;hv&d{iq62jAl3;VYSkC_ zt9qrg1evS#^Rd2cw!>My9@|KFr1;C-ruk5ZfsUWV|6~J<2ZbTnx8Va?5-(!FEhw;Z zK->cT0|Azl`MY{Z!|rB#rA zE<*_3(=j%m$Y?J<9em7?4LwN6-*dqr(S2)#hPGB!===SY?aq6s)|`1hgg;_wp|)#L z5xd+PAY3dKYjU<_walK4Q zRhs0-i2>#EAw{);B|ULcl>u~=(>s79LO-vqP`IVu|-Tr5$q2%G%IHRto$2B^77GHYDX0a@m8(_CM zk>2xK%`_b)zCQN^3jnQ6iUDyOd{`;%{puY&%xB1UcHvtj=dEM)&db!P4RV~YT7g9T z$FhmL^GlPLHz5lie(*B^T^rmVb0kY)dulIPnqF%0IAkl4$#sP?m`%>XVY>)`EGJw~ zQ-RR$GN9I}2cpquH_%kRvl{%0+JJTTX_|72jfXWGhYhn(!!{2wQMLIo54=CF0v=ZaSy!!Hi#T(i7e>Z$tyM8c5L?!V0{v%4KhQ zBiVuFa8^rPQ4^>$TCvs2m-FEIHCDq%^8+0-4g8b4`~B}goW`$8Mp|SzEY+CknWdiT z$DmC$j#uXMVI@c^|Nk1zh?ySYt@)z+oG2~c0PEjDMKp$nng027j$i17*Zy|6ETbjs zRAD%_^`=I`1NX=Mic9q;{eO)K6#%lGr1G~?J(32~`}+L#8tfMbA&nnh%mH%7H_yALEnSRWgWZZxZDX>y`@ zdK~6BrAQ=Tu+=_IZ>l&=s~&xa)t-0*eS6~G>Z7HJ9f=U3X$K|#hTroUbzX~y#?|YF zRyE;YEcZBwaSpHjK3J|aAw*`t#fax@_E|@P1c`t)K=?$a%gP=F6i9wvxf7c`xG^Ka zgBN$dGw=tudC>yYOqOTMpi&G~NQgA33hFzhk)K$S<(~@-la&X6HkPq_SV!+y4eGmV z@>?FfzG!RwB3i_SOXWryp47%1uE|KjsnO4J35Kw>CRS|z_j2aqMTI|yV<|JJZT+^j zlt0wc@faZxfR)v?WoiTs_ykwb+}71?5*FvHz6B@Iy$!()`xgTc40;&H746dRlpO|P z+n((EYB94K>hYu#4u@+tvrDtE*v38i4C$!nUB;aTU=xbqYdDuUR2T7WmhZ_T>RWM^ z8coNxc>MR9Jmll*bcya39Pg_qZL^DtBs}fyu6FI+M@&Fad_XsEjN~cS*qpMz#9wBv zsAu;;D5VvlR~1e;>S3J0ldI8j!|(D+$R3}o$Yk|fx~5jbrt0%WJ*NlYo z%}~^uiPs}p>~ijd<#xFgz%xSLW=N)A+cX!~3U9AW_%o$WnqNpO1f98Bt?GX=9|$LY za=S$`W1`d^CnJkzKpc4fuIc+8kK@&Fz#vx;XYxR%TJK%!1I3|sK0ZGmwqdVelyYce zIfrIcG7#7;8xbFGqsLu5_QzWlX)b7R!y(jL5YAEE0>saT&FH-s6JHkl*n^CLDsG=p$0+oF-%nk8uMDI~rY{ zaCy;ZiK1u)B`?i05yOS5?rF4g!v!6T$lC5~YDs@;20hb{E~ebkD(-NgSYSF@&+Rv(R=N?7gd9?M;%MEK2B@!_*zwa3cX zo0M;IA5jq6C_O>r*8cZFC=1g242aV+A-B%Jn_3VRP99iCyYeA7EF63tw}L3~w|KAC zWK_c8^P{h`@LJkFUm!QZfw(fHbOhCVPPP!jK=033o}aZLB<^{LqMEUt+=486F) zmW>Tmk0W%gGIF0rHUiNIwjo!BQ~5^c-Z5ro?HbjeILOI*4CUg_&NP88KNj3%^O=o= zB9*Ac8|VLUQOU1Q2e^Nm){rHjj(PB0FpU&{*4Y%M8WPMYc~g@HFBPVG5ZF$#aJT8j}}T_bb!w5puSF>6^{ zOW^|_;J*GKFu|-`%pTNIP-M$7V~F51y&T*5+C1yQdVJ3+dH6_(u+v)i)4gc`upV9U zJszjkJMBS_cCxcHY{DK6%!Zw--w8v$Ru7Y6fh-h0!@(0OUS3>70~GY%s{HO%yKD;~ z03i+gG==nBf!mV{DM||Sz8?+4OFIKwexu#gXNAENwWb*&UBL&RZu^pz(MCU{Cq7t9 z#S3Ih%JlS5YB_wpA}NiT_gcnI%B6HR7#)-p{5X>E1bXQ2waRoZT%+#4Z!vdZNvD>cj|s_`;e7Q4c8GjaFnm>j#gIh79O78pe1-BbQ^d_%<->aP&kK&EN$m9Eh;OG4Gz9)^zchiDz)7@U9`r z>_}x_!B%*wGcfaZ`4=9kL;*3ywd<)2uRJ%P`}(g@GU>09`cHWUQbW5fD@!v5= ze-Q(vIa!T!Zb1;f!xB6-VaP;$Lxq7=+bXlnUbffO1U@r#Eb6FYn%YIHnerc|`Ay0C<7 z5KdFFX1{IaQG-If8upEL2NueCUMLX+E%zO-Mve$!e77_c`5sxZYL_|doIY@VmaPZ$ zik^V?!~63yZLCF&Sr4-)Ke&X;ynsTY3|NsgNJPo?%^~p(=of?066ci{0RPEDCI0WIZ*zY7AzaA@hZqFw#WX!hwW zjWd=9w3_F2O53UcFnrqL)7T4jPsV)Ys+TKSj{m~)%&Di9wV0axZQ;Pqlc3Y?S&Y-g zz?GF6-`|{U)F&QLONFOIL|`^ME3Y1x%zlX}MN&`yt-Jfvc@w4#hg!5HGlOY-@=Wml zeO10w)BD^<+t6M9TQs5lGTD0 z|9|pX+so*3vsX>rietx%xcVl}xl@<{kM6ME_u*fZG4G}5qx8V)-?Ii=UrakKV9)24 zFL+J#{5jME)UqNN7kZy+4d6 zz2X#72O%(Jd4+SGxE!L-*PnhRMmu8U<(cz(HRI*wg8zNy8%T@BH-;XT+|~xHtB%!1 z-Y4U=nojPWOc&e;8F>VvAAOSVy{D?m55_153hz{tx_KjQebZoy>)mY8q3Af+^4m+> zDO=xblPw~x`c%AaPFGY`q+eDS{-L3A+szLy=dm|M4z|+WVmPe%dBoH+a&K=>?Vii? z4m;iD$wb|}P)aK?(Ql(0KD2q29qy|a80d~DKfQ$`jeO&~vRRL5JQhQ!E|Ur=&NZg0 zqXx?ruE=szyLL+Cm%tC*Y*bj@_8ry}UBR)V4r>ys8JsfVK(R7Mg^A<|GrY>X@ zD?+7cP2oZu&m6^`3Np=8p9;A`N}i9;*+CeJ0&|b{ycg!eiIupi zT_+9YpNu%aAq&c}^JoGn4JoI&2Pv{1q8U%LCPcMCO>cTSl6(OrRm694P2{COHPxIa zfZUL9Q8`x2-Q7Ol7*9x|4h_E!yoMvNa2>-~HX@UD5Z|`lzWf7{A%C)X&zSN|LfcMk zjvdGPpN_b^tjG(QLTL;dLz(9PkGQw~i{r_@hXcVqxJz&+5Exv81d^b^Ey3O0JqaG% zEl6;;!3plJgS)%S)9mhN-(5j`{(W{oSUeqCH#=~UD$dIH?g@52D^zdEw zx6v-ThjQ$NdPc2jEY2v!JsN#xQ#9R!o}o5#&9%W~Br|^bby|!RdaB|xYYKYt7@J6Z zNg?1$A(Fpm70|St6xYb$2}(?Kt@Ktn4hQxc8H?qblQzIrrO~c3vZoOF-M^PO#JMW< z`(rG5pY3*2Ia+Q&ha`uoH0$J&dW-LJ?dB2;GXi@z}*rwG14vzR*b5^BpKdYdjwG{MH3%1iDlwdHj4 zZ=YQY;fg3AN;d0J@nvaBaBl5W96|FY! zVN=Bu*NBeg^r)<9@R~!&ev@>*itk|wq!P=of+L8phBNe6OR%A5-j5(VzP5ltiAAaf z`|RXP5Hninkg8Zn3K90T_k|G=BFTTY>e6kb+9Z?M9}!KqED<&O4&TU3%}rynIsW#X zdp^*%z`wZ_I-!xI9nmeJp~eYctDL{SHXp9Kg9a(gDP7XhOZlZSr#|w~mZ_0CXLeC} z&qN-{=WM@Oqx0)!#X&=h?FwblR3U8-V~WcinYnX%H<0eVA`|}{^!?qR&c@+&^3Ax1 z7aKu~%{B`Tw)PJ}d~)Y8hf7svQM+sE?`LcJydN#ShI(OB<^QpHIr8r?_7prn^Mv-K zXA$TS;PeS9Lb}oiPKrt6F;Pq_s%f$SwVuOQ6*X<&!W`H&8D=B)Vl?RqU|X7)UUm)Q zh)s7?g&>>jl^w@PPb4^fF7+L@gpVU}QYFk0RB5?6Ic%#=x>I&u45}($&!kgFAvSpB zWY@%J==Yu>{Ks0Jg4U>#^-bRyi5f1p229`o*4-BrDrPR@vHnm(`)$aKh zOKNK`+z=#4`=DSVbPw@l-D!RZ=yGM>sA&C>LA$*?v(NoT~yIZ7zAn>b#hR%AJo=YdqlXYx$o>fXXYkyxo0DCxUX zik`Ntck7`mZ$ez>66o}RM>5$LTBg;?v*`xA5+*fHGrswT$^PVyo$6>}pV|8%RVOl9 zV-BKLVDG2%a1AVN)L_+Wk=2PSs#tes^I{dW-O|3R-lx#tw$cF;*$4L!FafjO&q^?e zRMETD>H{H-ejX6@P#TZl1P&~L;80i<$rE5E;hKBKK^FngbJQ(MPT;i}OLm|iK5l^9 zn=FEWukXvrE^yV&*_|v9U4;BMe*PyORZ9Wyk1JA6_}>8apII!W4b0#kH>+um|GhK) z8n~kY(_>0kngV@_OreRQ-8Ij@s9BwI>0|NSrvYKCo|E^Y3;B8{!`QPy;-BymkpRR?j?*T)ae9VQ zwmX9U@O%8#sgjjT?fbW>srBd_8N?QERTdj^Jev7ALxl+Jv${@S*N1yycaqf6^Qt>0 zJ#VoFZHvK>hEYNpC%uS}yP!~X2#!>L%jMk~=*{Kq6h?H*B_*o|sZgzrG0&0KoL@qn z%iYq1%$1yxknb3WS=4pH^M?`80)w+^d994j{VlazVR}D%>jVy@RtIfl^s;{b;p2u; zHPfZdmfw&t?c?n@qeCsX6Fk>VdjVE8^6HfQ!x{)t>Yru``-I?4ZygR1puh7*g#q+z zVF9Q14lZAfv^kjFGj@s9CAo;0x{4hO6esQN3JRLDZ*bjZp;xnpx66-Ie8N{^67Chk z31=-ghL`Ww$scwW(;y!VH!}W>mHsu>!m~(#Rm^E5#rwDfrM^H)9ER9n>usibJJGu; zxf_?N%8d+r+g@9isms}yql>5!3&>fBR}iw*kco(g%kJhmrK938E_>wy5mhB>qUpcNNBRe#raSy)zVqPlG^+iE$bTl~Y z`loX(EXledO!7x=1usI>+?!>`i!5cHU;qQ*DO|KqDq8o^P*H|)BU&W$YyVw%S?*LrS)BPi5$3 zG^M#Bw!~klVO;bsxb5t>yz?8Po{D%3!OUzLeQ(CK7)_8+PRy>@3X@rNlqP>Gj(pW8 z7V>NAM8ehxVN>57W^Q#z_{>XPMG%UakQB?PVQQ?=v}@3*A|#Yu<>6pibJ2fTWdAOA zjMCcUM)^lM%Jb0}74-&ARt=u374WmZv^PbalG3fWwQt3WPFMIU>3}w=A42-h^t58< zLlH3?XP>S>;R%iljL~40WKQ_*_>$`}TfFjMTrsoP)DChDUd3QXKP)ciuogeIkn4__ zT-DWHxnq?zy-iZH(P3o5B5Vz3?qzA$nlaP~L|elsoj@TwrFd_!&i8~&sa|BE%1{DiMlCU1mo#feW)N@1G(HgLJM zaM)zV_jU`swNl(a1?qJ{5DWrdF2JKgt!-^s{#N0$D?eI#Xsl6+4S0^)BG8~UFOt!m zY=}CS$adQ3kmOagQ7UFog549C9mh#xb*l{M?mk#Xdol~WDx`s3gS3d?%cmE|2}00v zb)Yp6E#cLrNLq+K5H)!7=f zQ$SAANr1$-FOB*L^@iBkoH)|e_f40z9cs;`^u^1rwJHhZ6P&il#-Z+#V-jSAm8pee z?>$@+9iEMx=PrX6(Ru@va$wljnW^DaNkgw-8VCe1B${8MXSZm>_^RMU8S1}th2?u2%v%g1{DR|i>xnB+y>yZ7kgF{A~ zD2!_^Ta&x!7Zq7?$JVSe33xEl8V}d(O?u&PsDaPtr6zsFr}A^w*p&PGbcallO_2G6 zk0f;icxU16q!lF|BsaUP%N)1OL00f&tp#>FVPBH?791r>KQ-t)`1rs-w^?>oVZ5J| zeqBQuR$1P!6^kQVZP@Y-<_j&k4K!2dw05-F=qlRa>JAS5CKdub4_m%26_MjB?M7B| z`qZjBHuA>pOg8m}*a;`HCAL`Dhwc?i%5oEU0ogCJ@4-8lNm%SSHYf!^ARS;c;F%24_e_m z3;L*_3x+i`G)#YJU`u$N8Z&qBsqEeYYpHzGBFm^f(x)W<%iBbKzrv)Ki`I$tOlpIb zMxK<~R+ZRHUEdU@3KWZ+t|OLaD)F!Kr^cH)@@(s*UdxK|4b)oh!d(!zbzL@vG}j$6 z*0OHe_EQh{orL0D0-!u$gc zGiPH7^Ik0;PxFpw?0LAHYYC~W;8h8C!y)xN1z0%AHh1l}?ozP;U!_(`IQD!v>*HjQ z{LO{iC{aKb0090w8CqyyYxi8Dt@ zqor+BsS(T5yxWq}z1XP72kxt;kHCOpar=b8LG=F3(?uCk=fQ#_aMiT`hkoJ(s6qPo zT*sh-uDEaP8T)@eh_BSj{U!=MhXi+H72%{JShKr=NmK7 zAJwRe|82v6nnV5(=BnQ+ab60IvH}JGn9xzIdZGz`E*H8xf)$;N!2*kQW8Q6Um#cAy zGihq%#LWNn!V6d~4BaCz6h>5(hVU`Z@c4nKfeeRv&Y9QaNE;5i=#Uo_a-6_b8xfcL zd2g1pha)=821?)Iod9_WANwIBROoT-_Gr4%J;TlR5zX-M*_&Zf0|@8)PeVQp*7Pem z6CtQ*6{B}cNp9P_@sA>?qIeJJg7=~X4=XFT$8F=DnsF^EwDmh=hUdGZ=O%Y+ZTN!s zIJBv;hksEP!cg9a*XxJA(O7c6o>woCFwVZL@yn^|!(v}E1@)NwyxD*$g>D`~&q{AsYv_Gp81ChUXfrOS=W_k&`2NIG{5( zIit|yL5+@Jh1)m8hv(@8DWzn5p_V1+9q&o+SwbF(@$c=JkM2j;(U-bF3)R0{RAB3i z`ZUsH>>awO2+Jz3}y~d7S|1&1S5(r0D?F2SSV`dR>e(wsdQLVu{`fworRq$I; zW{YhI&As5i{!x6$Jb}l!frV=x6-c+ zF&4?@jOIS6rQJFh)?!|IS=DVp$*0Pj?=U+X`+Se#OyasS{4>= zFf2e+HL2*f5JgK(2gUv{MY+c2amXmngtcXm#CZ7;XZcQ{Q$YzeNcM!b^;KeHSU`)S z`Vt=#M^kG+%4k7o9G|4)ediv3)5E-3WSsM-f8r$oHL<=~AQ|OLk_3X{Dm8(K1@=^*YEL&!L zZz?FawwyBm6iShscYW^_bPg)0@xWEh)r8)lshm3sPPnh-Z)QBu$b3Mavhz8v?JIlc z30}aCz6Wp}FJvHuAo%9PA^DCOoJx4@FH~(rPmf~Kx&`mB-meK{aQSofueNHv)4BS< z_226M%orDmIXRJ-D`Q0iyI|@y?Ip($2d9bIA=%dxTWmN{{PM%>{cg7a5M>Ul1$EaL zh@^ziX|%#hctIHr)}X0=S4H(+= z%li0Q$ICW-+i?MQZEuYCv`LFqPcYg6nPjZp@$f-|uIu$*%^(Asv2Dl7VNA8d(M-w> zA+3cReAYSH(N^sXe@Pj-WhVnuFu22|vb;B=+kg3J8jeb)1R7@VF7P9H!UVu-_Zc`w zp0Gm6Pr4$_@NQ=uSN`(aZrGb;PLgPXib@zp^oF_5hD_KM(R#+t6*AP1A1b1C;f6+= zKL~ldK;trGU%UY?I-MG2>gX{H#qP^84^1sA70;%jon zMhQjk5@1_Gm!Q#s^+~0uyl_QD#g-$lcLx(>x|&?o4=ur{_(_YD16>O(z2rVtMg3O~ zQ#vk8@(_JKY^gkehTuMP6*xIL!JK6w$`WQrhJoJc3_Yp%;2C%fu+jQ+(Fp{3LaZNX zuz2WRu()kl`Bvh{`DyR7zA%%>yCTUeEwF2YWlZAjGcPxJ1FUd0J4Dk~v;+%%61;)2 z4|iAYvGH6I`l=H0PR4L zt|TU{?z@p=xVK6wZOOF~HNU7Et6trRan|mRHtQ`#rhVNC?YoKt9d>Z6@*^KjU&YfbQw5 zquJ;KcKWc|rjJI-7I>7d`sn%bKi$6&F7N{`JZZW(OaVw5}zfOl)I;CgR z7?65rXJvpfW_NnEwdhGw0%s*P>}I!AFey+GfqZ#>dvq1me${H^_?q=G#VY%KZ1(fX zH;V}5?_iDk(3cAQc}xO<^4RH9d@nRY@G zuWA)=9Q`%Z*j2rWv<;317I!jkQv@)t^1JA6k^zM|5eg>GCa8tkCwFRB>%5Bh=yQ5u z0(sN016mPfYrF$1bs>GVy~{PYRrlwqZ<3)0h@nPP#P?Ivk=U^dWvR$C(F_5Jb^=%C zzNX5W_;Wg5j(im`5yLwxpCV|4uX)$RNQ9pyZ{66 z3TVN=p2`!@G7fm|n6T(d8YBEPJhS2HnO*RU!Y`TDX-AZpU6@i3dLQ8u8P?{Z3*6Oy zB2;$RtI`L(Gf3k@T`4gF+}*CCcY)BYn>{k)E|e(D~JBU{6{$qouh(_ zkKsHGS39y;BOj|pp3OX;XpAL}W+1cv*&LOc@o9U_23z`rDO+rh@5-2S+q#%Z0JZey zgpn(}ybeb#Z_zK*g|Eobhz_n(!Ka==h1Fjx-I9%?KURh)6sjsShU4P3GJ(Hd>*uIg zjLl3ToFnQ|%LN@A@J<)f(6xH6#YxTl8a!aIu0na;{F`hdTlv~tT(*R)8j#Jh*bPsr zu2-&E+^+YA67&b*S{8YvpsDBw8UGJbSM_dX^`bTR@g@_Pg;UO=t4h}TU1EU%h3Gkv zYoNT=9yXa(w}X&4;eUr|Z(rSN&Jh@=z$%2mRFQc-8FPcP zEeS;N@oATBx@fG9AVCM^dSinqCO^XWtR!W<%-L3Bm;7RA(RCVT?xuq9E<82(+>7c_ zOybXb@E0zSj{Ry9_&rkhFY2bi0)obEKo1=5=p`L17+%#*U4r%F5~0^D;s>D{P=L|q zCTTP-ub0ySr4O8T7R#g}#$XRe=KFBwO5t3aIkbpKFXbFmSYq4B-;4pU=s z)I)slqN_vdxV|B!kx@I>H^RCUah>u1fTzy@c&cBR@eh@W#dfOd?d)Nui=*x{tWdix zpJlXBy&2|O`#y?wo}h!CY>7T^d701JT&RD6KK+H&(wEiPTaBxcflh(!EGD!J*9__E zPX6T==2U?^%U=e{!SNjDqsngLox^iE9GQ6EP4vlM-J@_0NS-jhukypk8DH z(QBCA{>Cl&v`sB-MGIjyML(vP;wMzWFd%8sE+0}^lhsfG(_Vx|OjebZufz*>2TqQd zVpho&q-^l$GFr6is7ZB0-0U&}LB7M=7BAU}v+owHHd|N_h7vq0`iyEnA&Y&<9;lpj zZ(m(uLkok)z$Hz8X=dNq( z>(os))lxoGIRC0~?3ukf-PHeikp#(X*~g4eNbtEiZPQmzeN(6Pv1|bwNFI}*LEp80 zwbZ0O!alsyUS3N>=?M%b!Bl=QTSH2n|nTNN)A2uWF(0LK--1OL8Ef-jkgMKZo?6DAc14kv@>>M|F zC|<3GHxPy6M4QXP&oKN08D7Bt)O=!R7s(yNp=F?9uO-~;b^x)(4R)%>Dw6M*;t6jS zlj>nlSEB^Wt)}gY)AN}B4hwjtj{#G35r3eckO`QKKmLz^{?uOv z2o0b*;uI{RM)Lf1o_|8X@DlhE}M#3llwXkpMM^{cPyZP2m?97&80j_V?_9PDAgfrNc9t z%3fJ$kr)>WL4gN;a0RitqT{ei?>kny_{q6@aNGXEUSJOK#L+?DyC^E+xDj5snYf;6 zf`b$o`M^4CpWJjAdCL3ram-+nN+L&CvA8)%w_16vFIs+D!ujie6M+AH3(n}_CT`9` z{5;@CXR;HhVrUlxAGmzVJL1SqmMc3wvKfpyL8xykZSa440hk|gLyW5lp#0o3FgiPM zG^L~WY{E4PDqfi31z3nr*jyU;L1*Ccy-HM@pEpfuSlE7fwLN~nyY?-04b1LCb|=a; zyz*CYev1oC=}r)cClFUywxVAhw>qPu-kEy(ZM^*PJM{7W1VX-)a=S8gR9xgwT%0Yh z7x{v`emt=P%-r;1z9zalnfpOgQFgf-vh3zODpWJ zDHI_MP4pPb8za%)M3d&tU$Xo2J|PSgT?o_E*I1cePC;g^<;`RnSRXpJG-H=%!52_2 z#)D5nBu@S{(TPgVUpp5I!W?AtDOT34(nS3{?o`2ZTMi@Q(d0c8t@(v(`Z9L1CGDpP z>2!}m{6WrRtN(HgZL2ovMcn~dF&-MXA;$`rEBAuu_5C;6b4tI-J~e5bSXkEC=?Cn1 z!SI(9-26peMKnEC2QC+ACb|o09JXx>+tXn?O<%a(g%E|}II3FqriLG+N=)|~VyjH{ zz21@!dDlN!tkqOly+-6J>M8J}+LZ5u1lFE|#q5XEsN#ts0-_>^tpmsO{`>=II*&Kf z!j?ajv((Le!-x6V_?mu8;91%%UPLrN)2j@Tq=5qZKRojs^o&5QF=wwxrYH<7`7*CE ze#&0G^%^R{=55f+j}Fz7Uz_N6w3zhNJvZ>!i3$hyihncTy7hlzJ`I^qG4Wb`b&E$kzDA=lqT;{K0zc>u{Y0_&D zg8`U+=t5bVoJV!hFR87@n}{TTfY5>#ob;tiH@yl-A5Om0z(xwM`%?W*){ZX7>i1HHlh9=(xwOYL>o>*mD{{CZ z?F=+ci+I#{i9M7&wB!FO8jPv{f$e5t?iWEqt2&~S6+DupY*v0HK35WIcGu1;I+LF> zlgj>Li${A!BGAJ}ukKGr(_`(_dPi*DlI?S5m#WJwmlqeRaLwjd4V2BAtr2_;#<{qu z;9gjcSf4W8jwxZE`J$ea^Cc=J)#Absdz=(jVorW!Tg}u`quFTY0VP8VT}lpY^Wx6` zx_~>P@w#g08jNCmt3Og579RSH43Hy#^%O0>8-KHq6UKc_NzT!{lhF;Qw2_T>X$cj| zn^Xul$k=)+o&Dn%tbyy4@muMe-t*5!Kl;yl!!#sj;$;Rh^ZH6AZj=pXo6r?OG#QT< ztHX>XGPIeGNin#@Mu#00hYu_a56j^A_=L!YGAFMlJtLNf>P&31>iG(fmwJ8J&dC2% zH{6h`O6g!nWymoQm>wErV$*cD*ZW3(rM86Jc}U&6d}04hlyuT<4}{Q!2R`prSwx@T zzv(}G`m} zzia3x2zqIFu2b)5X!OPC6Rx_~dE-@)PMG@x4>jHNdn6`61fi9)ga{i8q>?O(NB+=> zF96kr#J49L^t;s#iRyQY!ckIMTDaU1tnQwqYVGSGnq8{on2%-l*M~lyhkTYh_i<^S zP>Y`14k6uc?&rKDqynX6*;dW)&8O3TY*HBge$c-G3<8QdB)#PDqZWq?hv% z7iXvGGbs8WC^Sa_KpnpE8JfSm@e|Z}s*Q`*&EWs<4fB6XKa7&Fr4*nXPPY)nJ;X8p z4!Lo{j;^RdSsB7N$o>m=ETVDA@y#b3E`5<`Hy+{8PBFq>OIbDiS5^&2goAfmJRxwM zU*4`Qt^7gdPxgX0T{va)^eYjoH&DU-^$$%UMGAFrk<5STE07`l0m`9flW0oYZ{${T z7~+hRu`M$Tc3a;UpUvP{(`zjy;|YI!X%Fsyv->^vhzPRSrugu}cdTN$zEWob1pN}u zh3ts$pdL%-_Z|MhyuonsF&+|CFhIh5isftdq>6gF$^o}FQTaVx1%e~^J%AX>fB8Dw z74zs8Ln+f~MwhMCoJ&G>Z9)SxJ`vyVV2(_5a=z-kkLZHpcGYsrmTU8|j1|@N@P)Eb zgdQ2iyxx51VagTf9wd^8k4TX&LKm=7MBqqBdZ7D3)RtI$3BpgG{Q2aQQ@h6lYpHPJ z@aCJ30-w5`V<8l&4ha{YXGftwVlZ^Z4EfohPJm}ti^@QWW=G*_JA%MN2||yMXra^H zhDsCi&~99Y4(RB!+3@n$Be>p&i^rv)w0rFGvt8KU-Ky@l&oPSm6P(?zkX?=q&AV`w zr>A7Y_uXP(kT7xpX*zUZy8j+)g}YwFC0@>7DVB;9#7EgZU&3V!1Ji0K>Mm~!1$f^0 zDpl8|D}v5>b0A*d%7Pw@`qA81*JZA@I~XyqEFYY=Z80AAHH0Jz?i-U>|0F*PS=dsT zKF$vZNmN>fpr4|`zJ1o-CjPvw#_Zir+wrag>CPj{@-V=rJ`W65-hAnB$w+XYa5EY* zP*K-S)oDF>hhGH$s^N_8+kEXzm1LEUDsHM~R_iVnt|1+W-f{S+C$qzqF>!c8$tTJ~ zkXim1T=lkKBEL!lvMtP(oLQxz1o4kj2b;RW5;t|I`<2~*r?(tElSsPSk``l0%~_66 zojwQ66S2N_+X#&pc!WQM)l5SaS|#EbON2QW!qqwUFPfq{rhGm%erf~rWppufd^a7u zkMJoRJ7aF!r)wsBwuMK@!MW0h4zH8V_28`pvc@n(BTS(6O*d>ZDf7Fo1Qu0n(B65j z{P-klc$eQp*edswCTtC12ZP{v%%tw{ytijAR&Fm#`uQFLOCCCznaOATO0HIl^<)UM zbyb?M!KO4=ueidyUyhFi!ksGQixnfFF4w5-RiojxJUf&zw*Ci#df!H6OY22iHGg); zZ`nU6qs|ZIP@6x`B%s~I`>IM?``J882WaSjiM*mRJt~whGv`Krd_9j;OhAl9)Y3Ip zN(z`z7AHGs5jLa#VX;&E$5hD;Kg>rtI!=9^lMnaI@iMb+9yj&@Qsoj#<3rA8417eDGg?X*v0K@dOaMEA-K8OADqVo>tHu_tXD$~YdLMCbC+}2U zi@ceHic3raGTz5ByLlX4yKh;kCZ}rk7JPhU@rXF|iLqN07Ep&ro&9N2RX8-qXxF&& z#d}*W0j5Ii)r=qhK2g+W=z7Ac81+vh=VJn$q8HIEE{L%f1<)(j(tk>lwyoY>_@^Dz zqt}xF-pG-H58W>CHY;|H`S4(%FO(Etk{QG14Xq6PSSraY6=&&x(nDdN@h1j=@RB~j zl^|7~vv*X_PsC>t;zzlEqFKW93C&8ds#UIX1^&xh!gQGXt>1ibMfPk6S!#y16cxQ% zpJ3K1z`2M;Kl46a5LQ)9m?mnN(QetLH#uO#Is^mD(4@D*A&C=g3q-O~rRKkHG^p^JSD@T?Gu0Km13U|8KdO?Gs&Hd>i?* zQ4I%)pwQTu!KdIDp%9l*y5L66P1DdoQe$KjF+co8iQqW$tAa>o15~;{hG!ELf@{slYo_{X2Yt7Fz|oUBV8|dQ2t=J{{#W^vyG?MdwZx zMf0wL>jAVGZaHeH_YmC*dJnX6(tFlnp*wgYu8aLRmZeKKEd&N4A=%`jsf_(7@hgav zP{WtTeqoJpPZ3C&L>27>%y+_6Og#TB+`TXYD%yCDaL6hWxPH2bY6fCVkR~Tl zK*H^NFxa&c>wGZES@|$Gb~RD})eXZ64Z^k%D&U^aUXwXVj2=18d`^x9kI% zwHr7<&5Pkl|JVWU6kPlS1o0Xm9PSt%CAnUP2n-7QWG{h)gc>e6MNeDi^;KV+;iWfM zL6RuxX`=}mNE@KU-BRRnFAisY?jZ9sJfq(>djPF1sO|vXEs7XuYSgM=DP9jH@R7@b zIQ!XJ(PJnNfkdmI9QhcGy_)dgWbyeR$J)v(Ma!J`whhn1E5TDWi(^f~F8A%Bb&zslIb!%R{J_PMN_6drsp9M^GV+_vSJ<%ZG)s4O%iW*o9rye7WSP0w%7eC zw87=Zgt$AQCHF+9)ywnhqrQM9Jj5rwQ;o0UuN;KqiD&He*q~EXS~>|ealbokLi4i5 zJVDatY4a&@b+aymUw^}+4{?G~3%{>R1Yq>@)_;4dQ@q0GhtNP# zBcu%ldE46EiZsiPLW5|TbmW)9<&_6kE?uatH3th*=sZC;u5e2lb{-DJ`;Tj2;yWgZ7orz+5G@q|f+V%Y1~F-PpAwRnMwKj=OL=V!TQWn3}$)%%nZ&TtxGSF`Y#F*DR zfKg~hlVam};1`B_vS9C|WF)b-v%Ta|&BnVL>Nk6mI=6Jz4Y;@+%ra@RS$Rc7q~Y-Q zBvnr+>oW05DKfh$o3n^*%CTj6Pcoa`KXSdb57RV>WZy^Bo)2PeU(+(-2_2)QO}_N! z)$itu5V0Mn%q%YNPQ8h5-`eBM-jDZ;;jt_#D7FrNx-vR^CshZd`Pjic(JK1f@}wjI z$FS|JqGBmickgUvbhCqc$YO#kp}s1;28=hb&Sil+6;Z-s4>t((gGKwx3-EZt z3YZ2Q;h%#-h=*nv^$SAo{*gLAxu^5*Pq3YtC~T|Og&UtnSond2TCWCug(qKraF z!UiY$vhjA`kJp$t*4NlMdu?9Lj#FU&{CSEbip+70V_^9_1^89=L{m1^{pNbBp_XEQ zO{`fi5;HYHy;((9mWRH_fWL1dQO5MXde*#Dg;SCs(Kk{sfnHGEJI151pDqqi3gV%I zW-ZF?)wO2L#Rt@WOOPUP#rF+E9EtskXyw$+qq2v%?9n6zJ&3dG=G?b^_)al?K6bd} zQC}D=dRumB4IefzF04FP-3t3u;s6q@v5U!^rIvnbeTHO9*PbmgQ`(cLM9DBXNiaT2V?t(M#!;ZNEd&1}{A?wydiAcZOg9%w-j zKNJ>9Ibv)^skZj-aisGJ>4jw$B~Im5@v>Sv*Y_B_@Qug zB0{c&VIp7Ed2|~0W|WJI^(-ag#&UDoAY)~B{UxoM-=OPe7buc6-+PF-Oj)HgBGJ0K z%cbE68nQ~HfnH=i715X`XJa<10T6k~?|YYW>>!*%@2TIFje(4s-`+L^BedAswh&v|L!8#{GEQpPb^7%SagcT`MsgCV zQYs)+@<$a(n#F}HHnC7Z`R79^>Alc8x1mqTcf)*D@Z^tvzJ&s2_yNCVY=QmzqXsW`D7h&?nZv#$=?cfj_hfwn;KZ^MT&hI4x)<{7i z6l<}4q*JbfBc*8gQKRp4-Q9^@8%bSUG}j|&YNFexp?!pfmEZIX^%@J2)ug)u3vi;b z{#y)lKVV*$XhE~ee(@OC5R+KA%Y}rmt9eewJd?-JnXk+296E!=Nf-7&CRCMtBW1%* zlJ>a77nwEGrc>t`$au1_7_s-Fh-FIdu|xWPHY2IsXV1*}8-Xy~Gi7VO< zD{FrCV*k3tcmi6rJ*v<2h5x=(_y~Cae8`)NIB0p8tG04Fx`w|35(1Q^GmcNIBGND4 zmNuftz`h5vB`YsM)XfQZeo!4Aj~b8ja3xs){N?JqGMvlBGFqI#Ho@mjBL4!s6PCn4 zAl=a<%-NV{zh?#XI^Pf&S?j)9BU-|-KdCfG{pgr|i}9w$hPPd z`3(z<3X8GPZj2VI#YfKfCpHJahs1Il!Ztv?Z@6l%ja+DRjD|Oeeb_;1RFq#p&pL;$ z)C1_Anjt|y4Xzelxm-t7HiFM^FM&Ntn5M@24pO5^RSQeii%uG$UoKc%7hJ)~QKil4 zS5JK{OK)oXVVEFHY9`?OgQa9V>kkt$Aem7vQ?QbMIq%c4#JeS?;Si~ut6q|QM>YQt z`qHXuv*s27awIdA)>T8}iP(CbGCDuoF}QoVG#g5ACUARllMw$mhA2N-!k_X&+UjV{=3f*@7QXHV}=>#_z>*zS+t9b zUxD+@uYT60+mZ$X*;gBX>7>-3aDLxhV!odO+x)hurx@#wG&4JqxrDeIx-`|A$LP8S zsZvrF`owxR-4!*_4`lt3$|?-p1QG3$LiP-aA-&qAQ?WPk@`twV%Z0;SljZ-RSE58l zL)gd^l76m_^f6m5ez)X8fZV;+R`^ge|GiIftVS~y_Am2b0fuaB{ZmdmH#XUggwIdk zZsDO2c0}vOhoe!WbPU*y7)WUwRQ_GPh?<=X+XUAX=!*^A>#KwFIpwf;JF8B;X*zVXr6O_$=>AR(y1)a)(qV-;9-oI=3{X_k@> zDu{6TDkrRXACBHnicQpd<-?M_5ez?#I|Vf^p87Jycy{^RJMZaw`nvURJfFJ}?oZ{J zo+;)Fx-nQ^AMgGRX*qLt5f9|i`k)&@U58o6W7QIK?vIhK0|h&ueU}rov*ZoEvq|?! z+7&jXi)5;-hMd+D9JjQu%%*ktebVUR%Z`7BVjMKPj=>nm@zh4-r!2E1hJV}45g^;ETBO!bMa{h;H349hW z_-vs^tp;{583%;}M`2PpkWRA!iwzFFE)=^*yDqhtlFU|dkf=(YQu;>F-pmES@IVCJ zs*{reOOHBjGFK@9)^-33P+4GCu;V?~n!l)Q)hx4nAU>Yf30!r7NL$S5kRQ|>MrzS6 z*VjeWhF7P^JYINR9A9?)Z#LNoumw4n_v>4uAB3$Kd~YU>7U=JK_Bi?7ws~2G_9JrL z&TI7~Sr+Jrt~T^78t8ZjRJnqNpkN~Q+Av)h6G{KjU%P4Hyqao{2>e&r z62@O7xLhXt9@k?e)ih2eRt}p_Xj0KN+ue}Z(j;H)!Noz#{p z6U2OjN8|JJ_c;*0qa{zuM4=1(9|z65u{(wo&tI3y&zprxlHK0l18C}3WWWL_&a%|? zb?zz7?65Esca#k#f4A<0y&M+00uMiql9fo$ZHe{O2soe64(Yi|M-~?BqQ;>vr`v!Y zrb>juy2!XoPgXrogBjO`@`vSYIqp-;g z=DmN#iEn;x%_l$?R({f_D;L*hy;_1m2sJBWGe`dfVl920CX( z0V+SJH}(R_;+u$_G;UyFXLPB=#Hv#9k(OenpWy*@<{Vk^B;?4vUvP+-i5zr0`EW&4USXs4 zUCXIo0w@~((<43>*g)D`^D6D5Re-lV0}nj-d_KQd`n3u(qu^O6l!N$ARNHbpd5Mpz z;J>9F)Go2%ZR-{L0zHi{>kCOv`mNSPfn4`3u!qGdkJF!iPU2-=H49v0 zuL2uASX$=ai&8#ARa9;Qt6dwJc`6;;ii8hR%FnL9YLbi&$coHh@%b*+P~!D6Gr1}A z*|gLm*Qu%5oChU5M?s|!=$h&S8?f8J1&4&LeK%}P7ix{$c3*)&I~Ycnr7&X5@r--I z>4M=1wQ^bNBdP?jeL_*x6dw_Lq1 zTXUB39mmzHSBLkT$k+s_K3aJua{U77nm(3DC!9YzlL^}6*-k*pR=6EE4Oi_By(EdL z<71u!mmZ3igvGU5^gVHGD2vgli60Cq`d^`31xVDVO(Rew%sA^c`1A7VV=%bgi4U#2 z4~9;Dm0V0)aknsAI4oWLYk!VcF$CG9FMAUShc!Q=&!w9u2e^-O5qC(r@%8e_uxZkA zl+3y7<2igiNTM#^wOgy-+e$$S(8nrBG2CM??JC|Y0>mS1bYW;OjZu{qDBqXaP5L#N!(9}R-if-t{RKzX>6Of)p#TpDt z=yB6&59YwUirDlIrQsxxEh-(~*8Oe#v3Py&yI?|MZAhV2Gg&>)`IimVjQl(K1qU)) z!R1({B#l^p>Jom}MZ5=CJm09@K`hqp{?jfdL-+FjvmVVBz^&LHBx}~mx!pkXC z&q<o3&pmK+^?e9;r9;j{!g7(OT$+pi1_b8_T=SAmw!vR(OJcT0mt^$wkjRETHy` z6R>(iSC9pWXc5-uzXQu`7;#yIVDDpIF@>Ot<@N;*Dxp9gE=9e%iUfkelzhmKCnkJN z4|ir)xoI~?X8~{aBGR368%DRZF6X~5mI?S@E_hAt6XNdvm2rr|0BQh=esh0ltB<;- zrbz$4t(zf#ZZ1!7MU@e#FHHS7;s9j2y33)5qIg$M{oz9B{u}=vTVEL!SF>#!2pTN7 z1$TGX1W9mrhv4q+?he5N1Z~{i-QC^YU0?H^d(RE$ynl=y?B2U;SFJVItXXSjuDk!&>P!sy&TusW&h5BQ30u*5`TTfsHuCY&Dr+u8z!6I?K_B%0Dr?~3 ztFLe8VmdXpFo0s|St?`h$b``>|Ck)Jf2Q1T}CZeE9tWL zv88mrC3T0_bND5??v>$pPdkFIRvVI;gcjXBZAQ{6^qr#ofPT}DAk_w^iI=^}I_TL` z#9ZD!x~e75#Mv66L%HLz2usEL26f%}!;#@i|**Rj|_w`zy3tXLkb8&Ne=~l{?n)2qH}yNLf#t z)?Y|}LRx!TD|6Dy4I7ritK<`vXyo+omSUg<8JX3Pg@BB&z_*QBD{>FJbThBX(itQ{ zsREoF^OaiZ^z2&mll$>dn!#gv96$LRK zhGbX`OV~Fu=htl(k*oT0X>$kSv84oq*CKm~psT;G#k9HH5p5$PwJj{rUOiqwOumH~CiQ>4I}BDp7&YEbS7ikF zaGx8W)0A)_T=j(~LLk)C&vykxUYWX#+C#yS^Cztme0Ly3z2aMg6P96g_#Sx|?Y>FT(q!v9hU1n=5vRG5L}mxkpc=bb3Mv$%M_H zhA9R`({kg%Idd+}46cyLXp4%6fEj~%_m5;cmWtbII>mdF2A)c;O20>u&AX^*6|XhX z6gmlRX)q(kx}3E)a@ZTQI!85egw_HoE|kwmP3t&W!dDD6SAJR;{Cysu{{ZTz-I*yp zZX6d&2xSU5SxN)_+Ep7KeO5&?YK{TRUM%Jq(KQCg0!Uu($M23X>c?bby9ytPz%SzH zg-7b8XAiwL#gTg;u*Wx9GRtc}-p4r9wA{M_)p|{2`6S1 znVMM(5gufz&p6T}tXXya_394$U3`rAd4V$8D!^rFEG%Ee=RKesYgd2(+$37S;9;z! z(fFpPK+#d|B5fvYZBYgFJmSF|AC{$(Af=Vh4j#A}HpLy(&~nCTwe1sD`OHk&kY**O zy8eUf$o}KSDbisW$66aA=8xF8bEi}zuA^@f#^~ZC;d|_b{n?G#umN7kto5Eo?BIEe z6z=k4PX8-bCZr`w4(;9K7mJ1=qwH+IjOll9M+gs{T>7~*{3`B@?NfP>pm>fmS@Cr5 z3M8(y2;O(w`1JNFU@CDm4e3-(A~&Aq6{lvu2oyBkbQ4xaE^Ic?XO=W#N9-`>BmaiT zmVq%zJON;V&N?7us{0s<8I!1f^72OH8>#{QMKY}TvvUGh>0m>zNG@Xoy9esi_^JwY z=)BLx4DJu^f?-WcUUc;e!P?g5Z>+N7fGfJB}57K1-^p8p{(PPM>e#YvTeXMi&IXZF6rILT~i8z{>*y?r%2)mU5L zJ#~GJ1XFGSyGKGHE1zIij76&!`7Hrs$`z+kR9x9KiP<`XSyN)w;C;JV)Lhd(qUmY< zvgm!?1fQDDG;xgax|n1^m9@A!;1IAkZ?!1@2YpZCPrqP=;E2SC1UqX5!;5wF%jzx} z7^rO|T+AJ}GxYP7dh6(8xi8;?N5-ykyfw{0&w~TvN?Rgitftd+ps0Z>Pea3l)sH%I zy83x)P|o4aVx@&5Jex7pTqV4QRK`mmgJe%q#X@a=M-DbDCBwTC>GnfwB!DA^S1bHZOZ$m?2&lQ_UJr+M-qPK_5u50Qvh@SQdLapd5mdZF~H>K`(W-$REbLe)0gc`*}*m{CZ5v19u71mg=6 z5luf+>MPTfW;Lf>=yN;fuU1GUp)=8nFL5&8 zA$H=0AOi3$)|?Z9OtBzyT0E6i_+lp{qh;&uHEikq-r(l zJ~*V(@`pZ=<=_%ZH0X{Z5+`q2f-Tjkm_k1s0?cp+8y<4pb|cZ4?XN+li=!CpJQ=qz#FX2FUlJnKiZntwP?*Uqt zoE`_*{JLXh0Xz+It^v$`8iag44Z z5##TLJ8UqNoQqL#g`1D=tMNE#*ZWT}y^9F;Os5h03jt;O8u@sGZZy9W3vI5S`CFls z^h?oTGOJr8Qpe-(&N{_LF%kJ9*ax?#_A!Q#2rcMnNwxWzwk$6yv@kk)Z-^R5QCFgHZ5+fg?D zf#*pJ?>{sB9{UBK#Shu0FCN#K+WtWDx}Acw{}wDJCS9Ysz+*Y)h51rId&sHSeqH4Y zs_QY6J}S}#b%)Z;5-p1%GUd4XIBO$q;rjYcWdkIa>QRi8jgex35O)j9gwp3}!VN=% zu+3w4n~ExtrUzXC8*uBsNv~WJHqmP*E9guMX(i6;_GuaK_J=qPlepm@5L?Z85V2Cv zn6T$tn!E8uL6(ikJCG*lwvz@=&rGHKp{2A&s=+%5OZDgxk0+|ePzkZ`%pGSC>4}N; z)27)LwPj2Z>s!7<4BBMwX$%qDLmum1qa91#q&++m zk=t?@-1PK}nZ$mqbn(fr1vCRfQ@h%uFTS|xMecK8aSjTqy9nf$n@mLZ*=_4*DCrxRqb1pj_e2zw zZ~q2V6%Tia%=|!On3l4EpQx2rt*faNfL^>hzkc+ceE3ydD}sP5@CwfUI!pCQ+qe9K zGu}NY?9A(LwS%XL*|SZU{gkA{WPZ>D4KDht#|!-*FPs}Wi3bVy#8xoSK$G?kBj&8K zvNN=ZjuH|4MkvAURqFm#$AVR#d40ZO67LiVZCzc^gIoV@n`~gmw8-uk#tdN3^4y|m zG{K~24B@UumxG_d9yzkNR^To^X+Mlt#Tl-5<_R{GPM*Wl;j+r@gx6M^Mr;f7fX7z5 zJe`oh(KEnE>DslG%k;jsbczNA^1Qb51)R5NWw705JbOMn(YjzJtLs%M%dUE;3^$%V zuRap{pXz%3N-PJOD=|438_kgdor9JI@4j#n0eyxHwkph$Wl&mE0$zH&^`b%UIGb#= zr@?k;YACyKByCYxvtdYim+pbet$mBHEomgA5A{6ZkkG;8Ru_l^Y!ddtP<>7a}b&aDyp;UiRs1K>Lk8_PMN}qa5&&K z9Nw^0X)C<*X6?fPg<*x?8R=q2e)svm{3w3BIqF2Oas6li`Y8Sp;D`^;=WKWVpC!ou z+Jne~)$Otg`J56*Nr07n-|pIFi-puUZh{H$>Aro1Z+1Y;tfke_HBp7Hp^W-ia??Re zNBZv8b0)w6t6d1OZBdcHKYy5IcwTz-`5LM#TEfXVpzuB5*d}N?Jy6?i)Np$s8{y!R z>-H4!>GmZL5wkgjZOhIuzGiz@r?%h&0?KiZ=R*>b+ttdm3$N$9uI+7#_-%lQnhr|a z2o))Q4SST=ms9PgrY=`ZP4*LUbP=`AAK037(2!4O_X4)I zW4dBP#^E(To$U4YMrEwdQ`)w2u>DFIm$jLL*zRcT+@7`8?)iL!XbIdDG_Dh0I`%L; zcJVU0lrla6sNaukpEGcRaI|*WB2RtOWKV;?>#+4vj4yNxoP<6#^MFkYOto@lnWN54 zf@i+_BFWyASr5Ou9*cGp$}?dY??vAlZnLiQa8K89cA=ylBt^}Ywsr^dq<^*fOS)uP;g8rR@|~p=EWy)Fyuy?L>bp1I z_vQ{f-|S&pv7)Z&-#L-BjGj76yLTKl`dvnW)7B`)>8H$O1c)cc{TfxTDnB z?g!pK4_GIHR+5{b<)4!SVl|S7Z8wGJevK`l^2hTGQ^vZ`rlWRJ2+RQdXBTN%P9!`d zr9kLjilJ8HX&yJaGkQ`cjm;Ewh5!|0cVfOwWlAy`3h!n!zS>(fIUFb+w4f@)3SqEW z2<$U^q;Fa#BEOMuFWl{3v$XswmV&*_icQJG8-&ur5X^60T-8o$KQ+iilwVzD$vSF4 z(48r-4zX52~~|N<@NdT zKuHDGmA_n}s=)8ftuS+aqq9_$Mb&6K2fA5{k+@-}kVrQ?>*I?M0j+e_bx6I_7@n5U z;|q z#$}M5H|Z+dQPbrgJ4~{7yq5v(9O3i|<86q!uk?gdy@Sb} zgv6|7baPXOmH$=G6mD2|ZKC*W1Hh6a)7hBEKWT|KvStj!DTdal!G6PRdp9IPaxSGNpp)nne zxKt_qsHQ{s#-t*1V)eUeDI%Iz0RU>)d|eha1RH7v2jPo>0kxkc7pV~OOGZ@&5|)ib zAVcqKRnQCoK%E3r&zg9k+aLqhAo9YLqF_|&lAJMg<5DmiD4^R&2|TPX=mb#3f>;df zYFzd$v^j@LY*;&vVYpUpn>fCrOnD%R{uST>lyNGC^}=W~(zcR070`aV2>bOb;mqVe zR<#Z&(0L^g-SNCYMS5P!5k|I8MpsFa)#I%msJNVS%Ak zwLg{0;deHYg*8R(tv&y$Xpz5+eG!%jo&jRRH(zpv<#3}78s0xJHmCf8-%8zM_P^Fo zQ>Smshv>{L`W+lxH5UxfHQ^g0IxSb{OFG6KoajLxCo~m)S~U9@+oI&uvy!tgJhRdj z=)=R`;$){ZciG5h3F~~wd|6`-J}1-miduw>mlFLK?)nK0@)F7>hIU|(Y|M3qiIRzS zJe&;1ANpAW+26#|QbXx;__hc~kx-W$)rv|ZyL6ze@ZO_Uj)v7|rs>bn5T6kdiZ3dK zpWyN>u!RL?Kd7_D6ZOl7v`Zg^5S}lHI>@>dW*Eqe?p0P6Kr4+!#>@!+l2|BOgMY*x zpD_KZ)CLIE?Smd=HC$-XcK-n9f!NYKV*vI*r4tX*(IU#OHa(|Uw{^T^g`!ZiHL{ab z+!fO(&egm+{H(Kd3DR{5vu&}8nc3pUak}CFJ^A3FRe$OT_voQ;oVIvTUin))I6XI~8=pk+Py)q3}2w2(jQt_*V zF1NzN!WJq~)78z!?EdcU;Rt|ozW)-9oDEp~<1bQcy6^BnpYqUYwbtR=xnR!!b&Q#kEIorCqO`Md0M$Ou>b2A9o9_^pH6;UMZywt~*iRU%T9Q^+ zJx}pUDS^?l-4gvLOMsc=WC zdNn{E`y4vJ(N{so`kcOuEj+Fp6!JJt3@J@vc~~sL#F|9Im=H#MqDtasiJ@34a#imX z96Q~$OC3-6(F1yr)>nWJR;&aG*GR~?8a&e~TvJMYfH4t!arr={IAPw&49t1;i5*rh zF{giH7PEWPTHK-)5|8gS<7{A$h5B|l0jUMA>CwUMxps@6i4>_%7Bo9Mn;t8ioI0); zTwn+jYLRfm%MYO5M23%H;jZ)Qh=RrAZIa$0ZJ|4zl zeSqlo!{r&?hgr>!q;&m81*gSG^h-AuTc|AvxslIs9^`~~a$5HgKBXF6`K-~T@e1xA zZ;lz)^H!?yJTC!}E25$EZ0{iGPZXd#6O##t(NHnb=T5Ix$kNeB7zQSFGM;?vp|lsb z!=7dip2)~ZJu@>{At9k3>K+imVp1SV>9bsHM;?5zwVt2r%wODEZkDL_9?mcC&izB@ znmhga_l=u8UwNTzTk!a9(?7EH(%*aoO?h)%mhcUija@d1tTEXs zhpfVCU?dBH?t@KqTe`fMWaMo^Z(*V%Bx;)D6@3Rydb3KLRP?*~2@15q5?2Oah!T0L zS&Ug&R};2tz%5$rtAMb1E%)>9vt|m6dFa1>B|qBRs@dqy-hY?f_}^j)fQbLRkyG+N z*sQnzi|T%>Hk{6lIRE;pe}&q%1E{mY>}hLV8l*l9&~vsH|E_L4Vk!3sDI!Zx@UR3% z?bA-S?w&gJ=jU2J7u;8_E5>x^O~M-Vtb?;cpr{`GC_Na1Pys));`-^g#NuPPTh~h}VSodOMm>lIL3U&h*t=;_bH^@71of zsWSWg5Km#Vjs>=En`fr8RKTku@6dr$Y(yQbp3yZCXEIZ~ENmE_5)CLvFK1HzD6TmL zPGR7YdnBRm4jv4kBYLTh%vwX161CPWG@3q@YW6_PxDO<=Qb?It{Bs)oLo?cIMQ&{rH5x82~p^#XU<}0%kIF>0e4(9Y>=Q zliT8nBz#=0pknGJ!`()=ak2L5JE!q#tza&n!*_twF_>6Nb4EtDtezsdM%Q`?8{xi& ze}jIa+(0PyKK2Pf{rS#n5G2A(>d8&2)7p$*zMkblz4x59fPMo_xF8th%p)#o{bjMgfgLf)R*`ecg>{ z4|{_tGicR`ULdAwt~+gWA>DZ-g5ZbCRZ4JlJ2CbnMezuy3cncb(+Mcy2YI*1wQYu5 zF@p&Ts7bHdLuhDdurE&2vWj9WTWRySM(++aP)G$+jka4o53}6lIP77Sn^RX6I?$=( zcJ|$E6&~a&iS`9rwq6Olpk=%_Qq+4hQq)T%MTe7Xw0K-UJ`#U0>qh1xpdpT7{eA08^!mVqhEX6cX>KB;aXF7s3q;i*wtRI4hNiak!U*Oxl_iX`0l0;`GJ@ zb|Km~S5=uyg%5Teiwc1g2fd$7&f7Il#;5|H$?Q|O4V%f8qNh_*VPg|#4ZRrTttJBYi^s75KT z%HgKq`P^Wrq7V*m*G7@P*J<-XNy1q5wa_Y7mav@lYck{H=M4UiI-YCm`P=HjmHHDT z8#4O$K8-&=f&}mwc2aJ~gu^rykgApckd0@)6S})mO+ke6-@?kKe^3>=FFYl*-qji zbFKOdzAX4VbwovqOfDsY4`MppnlF|EerwlLh9>mSPmr&)I*v0M#QX()qxf@y9LsPO zYQM4TRQjqd22{XLDa+59+8>JJC8PheeLdegaJlhH9ik><=CjMl+7T+Mr#gh0E;@*t{5DrVLaUL06>?+F9uJ&d!K_?jc}iUy@Y~ zi;Y**aH2ZLk=Q@1vS58+DBVNEa9nQg(Lw&Tbj{mUd#t6w9}obzu;_`maE9zPoN|)f^2nF7@I|cI-6PA4MMXa zR57cQYQ-6&e^I$^_W3#m=Oxt>JM8p9LHt>b3if=u;C$cb`Bz;Y+G1@f?U9PYWBua^ z|149fE@8_9{f_P+E<2ubnxiusCEmLLr5y`}@pE+L;I+C@MA&AIMvy<0fU*`liAHoT zB+y|;a%D<#Sy_G~fdqD;>5O=XWI?DY-m0c?%VIq_snLT)kjUnt@=7P3p@KvL_5~Lf z{RK0sxoMC@;DvUJ=YmhW?B&8{8jZ%*W8d^{+&}+|YxM>1=AvUV{as_L4-Z!j%>p`* z93+DJH_>WE6tIaw9EA#&b>TWeJuaV1-7v~a)i%*rL_*KN0CN48xO*x?)ti0Zn@F>%j1OZy3unp zc2*Eds^44LpMFUu;_2~Fd+GAU@#j99=c50OC7*98FKW-?EOVGT_Uv<8V{M8yN?_S1 z+n1;HjE)BP3+&L{H@0)Ut#A zJXd{~%HurEu~XX0wv#tc|Maw0%LAFN6~}i0qDiZ%dHeRLcO?zhwk7Fspk)OU7zSFI zJj~Kkz%Xu7Qw|4IiZg(NJ3C5?t~PO*5(*gL*yaY=l;r4FX||9VKxQl5Y~cdA)+PMM zZvJ1qD8Ba>{5GC9RwWhmuR;1BoOJ;NLy5bc?`fE~3xQYhpQn5b?W1@{M*eddwGN69uL5AA(P<-Z{uKd9O- zAf=3^=_bj;1?9E{^BM$G&R`^Gy{zr)aY=hNGiCm;+v;)nmHRv#@d{|nIoat6ntlDl zK|Df~cek0RH3!R&6FNnTo=Of}J{D)QWRMgZ|4VL4HK^ zYUawy5~0GMgFzHi6!M~yi_qYRK=)@W)LRP{>K|XmTOY_$6B`}2zpavx6?C12A`9L1 zjg=CxPeTc4g1|aHZ^T@y{DX=AoqW`yKOi(M{85O6wd+tk;4f}O#KFO_YBXIZug)a; zJWm`t!&C&(ItiV}R^_Hg<0o3M3rB&-#^?WhZN-UWbQZXa>c^F{I)eI;HcNQR%j{Q z(Wv*EN8OaNL!;&l;;++S37v@!_k5A+(xUH&Wq#CopK@Mjs$O_nvw!&r~AM zt-ax)0FS~;)j)US3aDp21bp5LJ>sfRQ}dCBf4}#C%Ad-&Ld4CO1@>N$L6Ln|P;UUj zmO_LKMP7{u=2nn*#U!D4=UqWbW`7;{i%^wAO>j#5D!QU<;WDD%oJrjO#VL*PE zpx^8_UCXH!yn1L;J?=6QS<(y>TxZq%u;G$i3HL5qY!L&ag@o$NhCufvypyU?z`SN8 zEn->V(Eyv7&%8R=5bnz#w zITnM)9-q+KU9%hn{t$^AYn&2`CFqDAa~2eYOHcwfTtVmG_c1b{nTXUx$}bI9poAGlpV181gJod7aQ9(4GuW_om$wkZGzMDX`lsceDU_Y{ue~ z&(&2IEHIVeJf2|P!sE$nTl_}|2qsCi@Re!GI84T-)gc>yEZLgtF0VUGu^-c`9pwYR zIA9qg4&!oLWputgS}Ir&*h02CqChnXR*rth{JXA+S@Ez+#=C`Ulkh>xb;U1-1rIEs zSzxTt>{1Z73aV)shh2Kr&nDVSlLHLkGEz;6I}ul&br-Ue5mA&FWH>{04WKkD2&ouV z#K9{@$$AQd&CaP&1r6Jk4K86cH#$O+vb9H!;9mKIt~gblT|J(RmH;OR@yuvJQdBuG z1va0|MOQDR-Y{t^8l#tINOOH;#u2))qL+U=^IPHgHq9D~&fKvgPdDYkhadWkAW4mZ z`=*|#au9&!p97ImQ9ldU*fbG~i&R`k*U#B})5Ei9u^R68l-Mw1R80hMZ*{#W1+lKb zb!>Fg=@5Je(20K||K4@%e8vAIy@7(hYXvysNaJ&|`~6X3dAVV6l1{g1b|H+PoH$U& ze|(m5z%j@7w}fKdpF!JBTb$8!Es~BojYUwo%1`F-Vi^^DN`9sl+z`X+5T#+rpCGJm z;vk>%md|L|)8>Ej{ti?dy@u}sHj0i28AFwKC)4t-G$i(W7<2RH^BlP36Pa`DEy%{O z;0)-Q$^4V;s?xa2#-_5R1|HptZg6`6`Y{dH333E*iW(>8G*e?m?!}bX@H2y{jCSTS zuw_4k*X}n|Eo#woBLy<4Ov|NESNx}y=a&=@8S-oi`yV9~)0F!0 zp?sxA6JQ?;zEDMMK|Ov**U}KfjT-yOLC8TGD9*wv%3Vsr>gqJ9YasT4E+n$BxRS7l zB#s>o`gdW2L}7B*ZPHa6Zq#J_FsTGysZ71sw6`1~ecJcbvp#zP(n{1DSq@_r%bcYg z+kRC=3cQE$6Pz(un8%cH!gK?L!JjmU8HZ2{O(4rX%5w<4<*HS%IaBBAd~CeK&Vj`v zq|BiscnYk zVP#q zHX~2$(k|DS|4y<=T_n3fAT`HIgyeiLplgdj>SJ=@GWm3;-CuaV4e-s!@b)z~IpxYB zq6UQ7lvbWg^x6jrHGx|lHgrBBAOML&X1*ZHlf>*_KvaD&p zTbcS+Qbo_3o%E$)$Yy&??8E7Z$!d0Gn5_T(gF_eVxM0_RvS(UFA&_3>FM+JRJ5swp#RPMQV#{+ zTOko!F+mAtk8hpUrQC7d8O(L_{?M+35*HWee{LyLjxp>qOThWU#st(b81!&1F;jiR z(Py7v^=X)qv*ArpkDQtd51GNWQ?y8jyv&ub2z9uMU%R}UY{6TfutxkWc{Tm_VXV&7eSuMJ8lbK}VMaX-@sE z<0u9;wtx&`Dc!imJ z@-J@D`x>cF%Tl0*2n1>F3y`nP@LJzMKx}>bvH|h&;^dATHX*WI+e2Fd;y&F2(J+HI zGH=xh8^}|ZySjqlHe5PPx!pB8osGDg9)!lfdocXTw|(u0Pvg8uzX+lnuT{if$`GNC z8G#%RF6-2l@?^y@@43QeSq!4}{@`FaDH9U7-^ zk+42cImaQ7pw7cbIX)aR}b^0~mDc)qMuxR*!0ziTjX#952c%$vRW`;-v!Dv>f33RkraQB9ULzm%z1 z>`}=vA!U!YvEN~0A}2+aW$Vd|qHvuk(0*fGbs^i`YPKy<%x{)^|IHpRg&F zlH9b04t^1M zs{CfO>8$k*&~z%$L(H6v_fk zs_f5PkeS`__g8PyE0Lr;U9j+L-k&~C5@GP2?DeeY0QeF{?N8tfRFy&L5t{xoO&z8Z zh22t`T8nq4IKJ2KMjA+&0QFR0`Vr*>V8ESpJNxVPD2?M?mUgoQX^qfN9y3-Y#n|ji z5ml>2=4vFnkHqiac8`?mN-=+C1t=-ib;N7+EpZexP3A>T`-pzti~YRD5+MRWIHzL zpG>cYYC2Js4<&MBjVI2yDsFGKnA?s|k6F=>sTX29!ImtoRT&L1uMNglDj^Up8a6eJ z8r$`=wwSd|ANMl9NLI}bQi!(!L6dYFWDt9S8oVZj_VMl38lGCu7-vQGltzbC0|9})w zy_oNJ8rRRsMREuvC3~w{P8(J{dspT??%tQr^FZR3O-;!HuwX8WyNU=44&2{X#@KBV z*r=}N-!`EXzxTp4u)gg1hm2$t6Zc6TCNH6bkgO&6jHp%W6!|<1Kb3COIh3RnIx*yx zZ%BOO@i`#PkF^fbU2 zT%^%ZY+TpB^X+h*kXeCCo6bJVJRjqDMRb1Mv;zoB@O6fBY$j|ADxvk^zI(5;)^UC# zFWwitT!%8j$tjx`+t#Kwo}CT;v#G=lcvxAp%Ps63mJ&v6>G>Gw-88Mn)I97H?C1`$ zSZkSa`%n#e>hHX$+SCe-0^EO`#B1`r{5l5uS4;*$atZ{4g%&w2LtrKIh9mpkofXu> z46JJ?(^sn2y8+m!yCw6wGu?pPrS=VINrhk$E(zYG;r@%N1kC4r_e&-1raPYb*T$z6 zwayxzKG&^F`lV;F(2=~CbF%YSp689i67GdccWm6(DrAJ^YRmDKUm~DD#igAcif}ff zzrTNq`KMko?=XVT;li=4n^&E*j6Kvq)+a^ye?^&D@Phga2VgTB5I{^2$2tqxE87oET2=BBv?tdCL~%xlMtQSJDSP1|wAVC8WADq$!3^L-wxF z+40M>@z&tFLL}cM5@~K8iJ=Z(R0}eD-Dp_r^HetZj>oFm)8@C7zgH<50T5zCp%_H- zlOomKSV7)s9QIySYJJEp9Xw2KV#c^|Y`5y|)plAvZC9?d3A)hoxY#7;koIeR9=~+r zae%Xo6w@N~k#KejNG$zWVKw3Qud;(P8km_3e&S>n4f1oS(7d33PoB_a$too8~Co@wCJ zCqkOT2ZeQA!5{lV3V;Geb3j69kHrTdOKACFiyF%(eU)03I$0Ey0yIG5HfXPz?Am(y z6wmcGP5M7{i+%Q>+{YZVO200F8T&ud{fBP4*U$e=`fYIoXLzcXuH^d^_78{S>Tz%A z1y}Dsy$~M-RqnJQVH2im&Ge`Wk9SN4+8PjG0 z{WNG>xH6r&Gw%uC9pV~KtGgV0yK1qbh&E4~zxjM5kw!SC02jS=F{;g@@S56l`O(zEg&Jw%LOty6X zm(Ex404`65LF)~_zo*6zZ4#hR=^wDC4r-HV&W@zk0f9`7hL6S6X~04!L*`luZ1I7& z5xVM$7Av=Lph19&Rk9AaO>2jA?2XcLzzTSdKvgaK1y+&q;q)G;CfS0u;00N^biGWf z=shBBbM>fneYU8%zIs|Q%Q`yEMH=hiWsj_)ncvOuK)aiyn||ANrR`rW5G0XPN48C8V~|>Q5Vn5}{D5KlhV!8zV?f4?N-GUw3OWzS^06L$K2{udK}- zzT4>QJ$nowqsMswz2JS~Q(BCB&)4DaLZ1cArD|;)W&9TLD;3GrVFYA&sWbz)orOkN zI;Y(viOV2f`x)b=nb-adLZl4SmSVvQ#$_o`KzN$wY!xtKtCMjtsQnQdQ;~y6;Zac} z)nAvd{J9DDeE-yqp&6>75qqWp5z$+lxjW$d0|WL)(>_ns?f#t(Bwuo5wbse~3#FT3p+e0>QzWu1x2d{!^!Km=JfQf?$qtf?FN2XPl=(7IzLBLrU*?6rgT!)KkhWmzq}Ipb!PV|-G+tRf@25~tQNND@bSKQkIHD@$`F~%5CnhbW zRrG%^8!RJ%wi-Q6P`_D9vn!W~@JyEwg(DNloz_u)wjeV*ng8aT-_~{i6*e0K*Ho7O zFb7GpSXMRS#W~vp<#@?^QT)CxOQOiR@35~|v;HGS01y4IkeQ`)xcB3#1RU3$g8>`O zOQ`&|y@nDH<^;0tax^%C&r?=szmfVn>psWdCh>G{P|hrpdX5|#2=Kbyr4y=8lg=_I zf}YN!`GfHgS@ij4o~>~{Xup?i_elW5*vPQ`cF_d%ucCZvU`o!XH=N(5${a~!`EIq* z^&3hPJ3?%^2Q9rcbK+Nl+ zZuSt8m0Lpzz#&^JV;hbGlBap5lO5^th@LKc0#K=*ICL7S%Pkt!0&_BV-0-Npp_+5|F0Ha5~N~hhW?2La@{yY z-MTqt@AamNYU}zR8Pu~nM$CL6aG$72LCGU@WRd!Hvr*=b5`!>^W+n`=Wgsg{V{!a; zUTV!fVRSnZo)Pzg z)GWrt#Exp)LHg13tVgU%hi|>Tsxw!E9k6^FsG~(u22=y;ygsOdX}KSOKW&AFlJ^aE zj`+9%)mWPH@lB9?_NOoNE^hxZ5x)V+13(e;ZqhYan58FrEZUE zl43gaoCo^FiapBt249Ee({t_Fv(ie(_95~^ssgG#)tOvrYq({aCl2cEvVZHtR__(# z%m4Qlc8Vi%0>oduYl4mq0B~sIZneb541Pom%I1nog#;^ckc%OJ20v3^nKgeVHR)L zt+B`LCKYcoao%(yE-H_17&hx@bLQyPKbYm3h}M$fdAN(1KGzz?oc>BC z=p2y2{fhO}S=y%XRC4eC^qybl0A_qL8F|sEjp?wk>#Gx)n<&;aZKXB%O7>9U^6$Rz~k*8kHp^kP~@*C^|rgxC@TTM z!CN4bgJ?v5rtO^JH7f0BJAI&~J zuH~DzukX+T^;{Tx`R&0bke@#4uqTuoW{1L}L+Zp?8FDO`^k-(^^5JKWOv>u*bB3}g zR_iSgZ&f1e?ccFixtv`{#3eP&>ojc%VOc0O1C`3vg4 zulb3sdLwxrCmr^ASm-2IbSvvJ7gqrQS?*VuROip3l;O?yim@$1;7V3kpZ=08C%?0? z51rZ5Vij4Mu#~rW7@(oKPl0(y%@=x9HiY)abB2D3A#CFzrpmpUbS?yB)$Do537EP| zFfPm(CBKRlNi|7^F3#3{`(bYo^&jNe*$5Q<+zs_a+#m5jSnu6{YX798Cx)Lzl172PM6 zEwk6#0Ubu=OB-t~1-|0GvXy}m8vMO_wmyTr0N4W2Y)vJ)sngZ0r_(KfY|~c!GT@Aj zOWHLHj>%AyCbZLGudYk3aeW%0e&X|0^*5h<8OOdFvqm_&re@e44N5E5eY??`!LlUb zpIT=ZgwEx-9xpE+L-m;=-%%nq5y1Mx)Oc`+@Nu)cZX-Q1byq;M)Y+FS5K}onTeK^NB5_zlL{M z#1yAlu_m`TNvMXBG9A%1D2}yo{ed*w;K{4G%O=!|a0z#^c+peZ%*iqM-4fZrSwSE? zEhjFM2tM|kCS^cmTNnim&A_+5DjJN{kDnP!;)Qpp%$ysW(HZ_5Xy|9@TL1i2bTqMK z^q0esGq`CgR>FgsthEOKmxxK>W^XSGc zpBvfDYK>n1XQSz>ljX*<*4y3U^fZ0& zZ$%ZzizRe=NcIr1T;XX2?R>tz+tj%IeYcW$KIfR;9%|WZb>EPR#zW)}JZ}5(_GsS! z^~pAJZS(ecbgh4a`LCr2f>d`8e0Dcr`S2a7ZvU<890MzBKvq`P&s8}+LXT}fLjjPe zR#Tucww60gCL5iODD9^eg{VNt(*_)bm3qtZh9P2aGvc}mKb@U4``0ZtT?V)e{eSZvFr^}cZLCYyALPr?zQo6-ZzpFL)TukiwIYMpta`0C zw+3d;ejj@%&RF{%ozJ@(ZHg7*kgUy&rM=pU4u^`6{iMMSMn(2Q58P+?i(E1#1fGkV z@dL8a+P1)gUCVc!E90BykuhR(vbr_1VW5jRM(w6rEM7aFdVZHb)n-KoL2-xpbX^l3 z{b|Rp$2#Jd@>Q-`kc=PrV$eV(GqnbLvim=Osf8q_84`eK+Q<2aI>1Qe?mEiUVG*{2 zz^37Wi2Jikt4GMDIRC%)-ZLD|?&}*)kb-Cl5(H^_CwlZCh~A?2ZuA+wCJ2H=l<2+8 zD5LilBBJ*;gAr|vUI(K+lk2|k>vH{{=iB>!ynUGCJZ8>g+k5S`_FC(=${tB69vnBn zD{o#7E8!jxh|C(AA|Y>DsBY`Lv^g_8m5K@@i_kMQ7)$%0AcXV9$gZc_RNPKB`Lals zjM$+ZHa7L#Jz7BA8!xQyiV;~ARb-Uq@W8zGYX9OScZ#lS?eIu86q=GOGPiv+{pd35 z*tcGQKU!7HL(PisUmM<@h|K}=?c|jo(bJ1be9FSiDmU_r8*7rTt+5=|36Fi)ARL@AKMj6aT~^JD>-p|@Imt2<9b=JCWOHln5JqT z5;|Be+i+|)nThd^s`1!kn)ny@E(G_sIn`SDZnp_lkOZQCaz*UU)j(Jb8wG+Tw$7f? z#dF(I5DffVe;WkffQsms_v)Xdar(i}Lhh1acpeewLNA!*=p=4Jy$F!`x9E`xJ>lM6 zj0}8HV?W%S%$PV{}LSCX?jU{}koE2?chx*_O+|IjSQ z7*}ko{f!`ONLC|3;M~83`7LAAbV@6o!q^lXQJUhlSQ_wxQ{w#(X-{WZP@w-_t{2eF zM1Qb1cBI1feB$`W*Z%*Q?FVcKrXzHcqR`8a!(CiGwU}%`K6Yv0lPBNu@ta@eL;_9C zj#g`Hgc~ikW)i*22R&ibEwh|J6-)@ByyUd!{n`|%`t{kbhvObp!fVv`6z|C$CV7YvYlh{UtJMJTi1a zVTKvlXD{;kyiDr-m1VM@lccg_ilt1vZewN-1y@)u?MW6bpq#>>XJ+jUY-p>zJq=|dth+@t#kjKY zA622#I9TuDA$w(ypQKxux)J1uKGS*dlV|FD5Sac#dE~oDYyn>rjXd0!G~WNa(SVh$ z=mfbW+Y&H`9plTz+Z>&;Klt{jui#gj|_GhQIaxtc=1JO7!HyYXgatCY(oW zqVFTK$Am^j$|GIFN9Jf{Ho!5rGAzkrk5sCOv=_8g=?4W8%-(dl4z0BY6_WGPRv+V$ zlB$+X&V6)KmDB^uXec+Qiyxj|?4J4Wj%(%UHWvaZ1Xv=nPCwGf$ivC*-X58nU^iQ2 zS{O@cDhQ7`21&$V1C>G^<))W5r?;Oh2#0KEFRhWy;|6oaAJt{|(u@LzIqyzfcB{|M zzHjBDyC*UK;X(An!&47_dO2s!2ht&2)Vsf6X>y%lI#li*puQlaFBQl`zbBZbQ|~kQ zh8~;$4Jk(_lM}rpeE&3EihDYIwK5>BXn){%wvg3%*Y|u>lbfAxtHfZxciH&IB41R4 z9K1}m>uBTiku0J9#C6e;18x z{wW$U9f&^}Vb3qJ*MbTd-3!IYvNyujc1nZVdOw&sKY$dE#Rh1&u_v%|7kYf9lTPn7 zSv7((MOWYTTTB25<>Be`>h%^6zvCQwW}ZY}hwUW`1Fw#*d_Jj&QjY^YOPFELab>K< zMvRT?G>xm2m$S{)p@sH~sDo_lTCP1-!Rg;lufieUSzm{>6qS~#>@csGPM%fiP1yG2 zozEVK%ZH6<7>Mmimd26GgB=uTb zVE3{3_K<-x5z>BHKbQ5&v8=~Y3S3NA+NIF)2rZbCKNZ4>KQuuSuvh-ZM)6u`2bP!)M2Y)ZIHLBiJI5%RgafW2LgVYF5f=wrgZPbO-g zeG#lO$fX>s7>3`Kk0Tc+BGyow|Bw!UiWqgr{0QYfV!Z-|ytI+29O<_qLvO<Y(F5ocM0vBPmvML%{ryFCm4)D(xhmoR zfD;TECHF*~fy&IH-dboxbm-&jZ7L*3U4YlQQ9nt z1skJu$RqJ%sTa%TB)HGs)V!gG=;yf`-81+t!r3WU%hZ>HYYTCbuCwl_)&3+p6$txU zgExxR8GdRQLB?>miK4w9_>kn1qWHUrF%IJoRyg+J12GoQ%)==Y4irx^Hs~dp$;rP^ zcLce(3MiOR+_8qf)u7Y=I&1fM&GyIVaouwr70j}WWUDQ=(k~C8VemoXPd35yQuU9E zK4go9aMI6MGkX%TDY+FP@S6WOBoP=^EGg-(998{R(c4I#{A^m$s1OTD?O$Xb{R|b+}3jqqqYp30oATEoRi2d>>dL!dgF;5F= zh<#xnUdT)wmDhr?8i@B-lh z?VpZ_eExJ>;>HgS;0$OPul>%(_%SD3ALHUTE!?dQ%`Wrh{rx#jdQNLg4ot^s^r0~< zw=%Gvs4Rxy-sDhd){sYIg)@9d(s*yj9K)3P{%M7m*MW`m72SC*iJ8l}cm=?Y%eB{~ zCVaYfN8tRjoBplU-oFFzZW%#OpRyor8Zz)Bk=*yAQ5_TPbUk`o`N#QB8LixQRNXSc z`=o4CHSw2*9)2j9=2BL6?+OsloCWK?2MD)feL4LTTeuqdG|w@^X6$X7dEfcos_V5BvTFtXsE3t7iOTr|}R)4!v%a*T7 zDUP|}VSOF!j+v9@GW1Z1gIkX>0`L7q6-UL0e&Jpmd3Z_6rSg$2FgfqC5}{p>i`#al zFk4${nw-M^EV!SETSSB)cjRM7M@PS4B4u3rZL*KOJ7yQh2=lA@=_fQo_wX(62S-HU z|M4^Xq>mLC^%M*QBC+-|w7&$g2B|y(DQEki!rfr}=6S{#)#lkGyrqlwA&-JWD4GWFGv2#|B=FBBONBz$}T_Q`zU`&^(PI7%=JfMS*I5=7kf3t zhwNSP6FM9pX|5$DY~*Sv_LKR};Fi}?FMl%<#1~M!=`V!N62V0Mhwn~@tzWI1PjUaL z_eRn?p!?@fHLYsDcLyC{qs){Jknn6|1fJU$Y`JMeJtS>RltFT6N0i|gxg zcnZ*Gpw9(y7~!C0G4kW?W2Uzqb>9wRoB2pb>lOwaufd>!k7 zIzGW-LPQ@1vj1;~Qy~0?YRAmu?Z*jtlL}9QPc}^M$YtItI~Tn#O59$5EOpL(dAC^x z$#Xu*@S|GcA|RK9mbs%MeEa>o#CL$Bq4Eln@;O{-=eS9pI*tJ@Xy{5Z`Jc(~l>ynyRgx1%e5WE(T~`|w}G zn*M2T(sy8H_mk}7(?@IFr({HoV>iil<2$ScP&)P%cc1ZK3qr9Jzfd9KZJm!wzq+)+ zmZ-*;y@pZWd*(+ZgdTNXf?M1HRycg4dW~RVl@E=`d z692@ztrA7e@n`8nuw~%mf(n!-1KNd9#H?1dYcoDdSydn-O zl(_TW%kOKPKtp0?!0DKmTR&qfg7acU=v>(~P!ri`kcKBIuGFz8X)ASJ zYQN%Fp0^SgCN>{-((J@?Nfw)?h|3gDAUe0fr<(?UK_|%@A5^dV>MzPe|HM4Ay9Uu< z`;<3h&qUdKm~E0{sLFnV9!u!w6VC58Sl7QoTH`tXS0+;GCFJmgbmFG%ZYKNtjl4Vj zkdo)j4b(Wa{2D{VO}*~?rcY9+c)c*8DyHjOG>O}U&tuKmTbIJlS9r@*RhOV`SF>)~ z@8tfKqAaY0jX>KZ2^=$8i>uxHRGl@hgRfdh5^VZN-CbB81~JtR5fb?H<$Dol0B(jx zeN!+x;|7k{)^H<@`ZoTWS~cPGN84L+C1n&w;f{CD*45#Yv8!b_LU8?yI+uz#o#kHO zl2Xr8x@LT9Q$5}v2ifk`?7UNJd9>_&4xi$cnYOuMjBS(k4^^&_L_ZyH*P|v^rM47Q z_c90l?ZFC&hSdPq?sqTaw`x+l2fuy)GN*4*HetB;x;HQfY3;Vx*#L&Ez9CG~03!BJyPt1G4G&T)^&OJCh6?*BXY z!I1~Y!IK`qBbny3O8QauS$TZZaFKCrM6MvUTpRS(cCEgb(NnFwWC(HdU(Fd4S@<>F zYNxFgC~e73fgbZmF=uUKHvDQu?;@+X)qZdRp+?pL7j&{a8dF7ww1I*c3EZm-%4t#j*LVuKicP4mIK~f(@wJ0{ftc zx2Z{ym9lk<|CRTIIb&A`CSsIvtfLo9Ky&OgTWBpPG500#*4h3~q)plWSWJlDChX@< zvra_R#C4{3`-qK65p!5Osdj}8J-!u2UA#d1am{$<+w8`MGhjRv0$eRKNe}Lc?0vT2 z5%uu*w_oODRajH12tbu`bUs*7x%l}IzT?y-`MT@1{BH;Gr(NCZW^lhfhx)SzZ^$<@ z_;fQqEgt(@BKtOWFMqmTZ8c#R-@g(2AC-e_q*;WvY$a|n{UamygXD`}Yu4Z@SGlu> zAm85L6y9Skk&ZvIwdS)wH@cgs+o=ajEYb6O?BA*g&X)3AD?sUYUm@l%x+k=eo^*k@ z_=2YOa<~-{mL7MQh(Fb4s}Q+bxKw{1F=cw-H%&AR{Pk+`hZEbGEqyk;`~A7*^p-{E zwuRspy*a3RJUzI&Ob8^?|B-eo%IS3>asRiDZ>xbxQ~)iF%qX~E`R7^qJJc6dLotueIgFbyh;`; zvo&2RmUtVW(z?caU$I(t$_uR>8lnX0g#hj(ZJm9cxvU;Ql0 zyu&7Je81!L2t#5+ukL%C^(Np=WU%0%e=Fi_b?Pt)(dxPI0!sRB0S5p8L`FwzYiNw( z?BEZ`n_}?vw>*;(&TTZv@1>$+Q*4UTrt3KA>FI6(CV6>>+sC{|IloXhZ-$tV+OVsrDHs`hXhDpv6eqx228+7s%nwUKD0L|dE5sT#JkIyt3w zVLZx`8{cS-{au5@qJVpA=C(3@RTBkf8tNE8sd{v`hNFqrsPo03!~F?`i+9I zq2jaUt4ib%YzxC9?(e&2*VRp{b&52Y7)9wi$RF~^sn|9<_L!F{HcAD?`Pa3cMF;Zu zM`yplBbB^y^S?eQvu^OU5xNZ9?jJD?kBnrq>6S4I&w%zTa|@UFSVptI$wrLEQGgib zGOLY7P)f7}p1__uW)&8}7i+btiH)e!u%L&xzMUQ|7L67)-0x;lF7e&?1mC zHA!zB03C>(z1trl`L@IP6SmBR#`*I>SMWc3dIRVAEwAyBHxCB?dz1g?C$G0b3sV-j zik|<>^{*#60@CxCm%s1*%@zN}8r|47aDTmC_TVObQ}GL%M%vsGO%iu;Iw<2_!2Y6@ z5xyskPsgHqyzX7Gv!z9;9xWcL%>Ph<^jkHS^m#qMg4(ey#PP1e8$%@G8rgTZYP+es zet?-k5tM;jCTy!Qw0!gBm6?}@2}IpCBB!TTMq81enCBSZ*Sz4=LDa7>PF$uAJTG&{2~H+mP?zV+R!k-|3X-SgI3&xv z7~^QqjVUnjFiYwdYa{eMXB@_SrpDoil$GfyE4PGX@8a#h6;~+A|K1DL0V+r15J@Rl zCnlPH)tCMXb(R+HczWwSM<;9)A_+{er_pE9`qBJm{DHdRTpfk`-g|Xilfr1RFU9K( z!$n-g2D4x$uNv#=wU`i1B=O|_>( zB{4Y#*lv1!v%Kzsvv+^!Eca|_eJ*qB`Oa?BS43=SyLZHT}HFI4U9?0UmlSS> zinoy7>VXo!~=!LNP?SFilscJtt0f^&>HJ){K)YqSK z`6&QPkybE+lW!~|lL|h6Wxqy@{!dt9^w$qYX=u9lQWVV=)7GAD2UnT{0$<7N2{fhD zF)iG#zx=$*yss)Wr6uk}7-erTL)! zs?qqA#N3Mn(Y&7o28ro8=?Mvtxt1P4+|W)^&7fEZ+D{K@ixIL721M@n(vaVscC3}q zMkQ0aFxjy1)i_VippsvT`2&m7C!8y4qugUJoO#0^lz_UGhul3MP{MQL88y8FVRSXd zbPa64D=XvcCvP8)qZfbQLY1CTQNApTUIQzr^|E){3qS-ZYwSx(HtdiSyg>rTAfr*ZN(KHbBQxeqrU1LLQFKVi_vBghiH0D!(xaFFwDRuwP2z*QqmvREw4Pv1kIqC*X-N4{5LSu&>>IoJPMJy^n$qZ$%229#SylT2mhtp4$U20^UaJ}2tM6Hy zkPdle06q89OE~-V+l9GkbhDeI9N>X#(Nv;ayQ9^@@r5`%MGNEAQ2Hf62i5W*iG?NL zw4`5Bwt7y*<*^fZ#6nmPQjuP94z5+#!HCo~s65$1qYV2#+T2ln|SAsB#?xTTi06D!N|SHG0eE`?5>?@;S88eD?R0{V5Xy<@o4-aG%bHu_3tcu(5a?#gs z>{UEnIx@THZZuhsdUO1t*D&C{YT)S>B3VuU{?orV{|UDN4v!e9U&m^kPY}n2l%PwP+VGkQ!r3(v>xqYBOrg!uZQFRoF|JWq|U z7(82QEoTLsL^z*u)8Y)emsnU>B*g!?e}>x4yXSnj8n&a1^t40lC^{cT8b9F%1`iIZ z2)A)*XfW2rIj!@@xr-B$o)02NvH^Dw2|PSJnBA%kTdS_%lb|{X(<0t?v?m)poOQC* z=YDI>G}KSm)$`)?Q}RWZ#JM3?!0s1V8AyMCM`dE0>|#SNHW99Yl(^CM@e_c%Oqtepv?bhz+TAzJDt^dSqxVrFuauUm%e}0-1DfR{lO67ouYu<1w z>af41X2JVrf#WNQA0DLt*gJoof)*qw&5};e%@QJfSH4q4b%H=98;=s*|J`9G^)7TorbEMRif{{)nCZ}88}%cbEW%b z`y;IBVX<>h*ukec1|Abz*SB?-8+AHsO*E~1sLGz8c4-RJI%KGbTeUCat?4aqMj(st zQ-X5%f%M~=WCwRdpv;gVQM{i&!3P71d$r7d$}J?t43D%ncBMO>vWXTA?;dn+xQ!7x z$kfZ$OlU&@1VpN0&WNkcDVrl?`20vh**haz@)HrFmmyEz@o6izhM zw`;OnUm6UN3o>&INW402_M<;J;iJ%MDX1;u3M^485>;2F6VGjYe&ueA4wbtu&PiC- za|iFNH2SN!By%G8k46f$`Z9T&Nlgx4@5DakzZdDg(#NjhpCzStacXcB5twA`#H^`* z)$nu%IhQJd*)wP)%{Y-58+smrS*nBO4MrW5alO3z&t?ZVkbgS~)E=^81H%n)vKbSW z^Jg|44jqilLPOr?PD-`VE_nn-x|GXpj839vj6$8fsdQGWCWy9=Ty}{lRuj;Pv^u7N z;K)p_sikBp#lE?G%>2>#_Y@;V1KlE{&6!-ebIK5ZAHK!=3DKIC&CiN#xb{WR3F4NVkP?j=p_;Hk1?0Mx z=Z4e7ZDNS!k}$sQZ^2h09SUwXJMsKF*;UKnV0VmJSfI(_0|ggs-7 zr#dAB(}$QLT2_FHQAe>V)qvBl0J{Tzeg?e+=Xe%Ae(jl1hT7>yz3A`3$p)FB6+qwh zctba}Q$6s0VIH_1qR}IgCF0pTqtGPd9KXWK!7p>lkWYC}w|J$mARP)GFv&PwB77>` zB&>>Fs{oXT0KW8CKNq_uG8vQ$!fhFJ^QSWnE=pCswGZEY6mcn`Mbgdg7D?GQPKu=J zG-%eb>>sbtb5v~Y8UnsHiB9DcX{{-_?l2KIp-MxR#~qp_ytCF&J`)tK9n(GZDj8+l z;N>(wqvd~mOi9!1yW9s&YI62cwPVRMw4e{~Sz*SECU*JMDIw@zIgDEhb=^mwC>QjD z8b>O30=b0pKD%tRmu!C~v}maqsGEex})LW_&XELM= zjWC~#<_n^i9M4__B;)1}jTdiLCp7w_mLG}-TJ0fwTMq^hr2O*DZ zL&w%CZ3x0%3iu}hm}?wL2_oG*ihgl2I8VluIvn|V2eS$Y*xH0~SkZYb$KTO%;~Yv< zK>m`RU;E;eYNfpbpX;FPZnOy-VH|A0{e3%w%U2av{bB+ezTKlB|AUO?8GFW~Yj%10lRr4#J5rAP zFB$jmhD&cd^|D;rmT&a06XTUUZ(1+#9GkwacOiHZ^Y+-vM!K|=K<`JIdGN|dh8dGY zZ{jjfxn~%kQ-pphQ*E%e#;o?mLFTIh*$6gdR*hCf`zAqkO%02HfR2KKLX`ne%~S5! zTl!naX^4Qjm}5~OonU6cQ|_(5u{%RJ8ZtJ|O_25gtBr)s3N`Q;IT!HS5hp`|g@n3I zKhv&&mmxrR$MBd-l+Nk>)4=TqQw%H8SS4%pD_0(FqliW53M^SXv$1C@=lGY@WRUw1 z*6-3_#TjEHrGHpxa=zzzz-H;w-S?e0F|uEmxo#{fDh@K)2?M}|1pmb?1a*Vjh}@LhWw0SS~` z`mc6i3h%F>ci)_`BOL%<+mhhq-W@+*k7u1fOW-sVf%c)x(QIF2^;=IMoWL%JjmQTW zRg$Y(N<@aBqKe8jy%H4koOI0M4mtL}2j0p!-GgI#paG>y=|+=pd{;-9y8*3)KJG>> zPUn+|7`Ft?yIz`ErKQRh6%~q#iu=}gP!u?tq_zM+0%9j=2$?GFRQY5 zH_r>|erP+2GkYLvSGmC_Q^ZhYs$^@4?8IVYQlZj=LzJN$vO?pdnUg(J_uU3nw!Xc& z{C=cdns}PJF+|)3eXq>Ku^avFxjczq`ef!kL`li>D~*T7h*yE4GJV&{AoGXOewe(` z7Svv0W@=JX?p&NU1-81mxs9Ln5u7EL-fp5R8LX<-CeULxOi$0tZghPQE|_PbI5if8WFSA6QLZqa$`+Qj?n6`Qmwqq^MMch!W z?-dp*p(*z9Nr?s3^Uw~lnr%lw)(c%b@4>gOJ7mP`dPOn)NOpkQH96qF>Tz{_6INigT_qyy@VG(|=*zIcc z0CaW^B!SAlxKPS`4?HUk8-T^H^f!c!`;~b=38Gc^ELNmv(^#5pA$a++sJ2oII3$q^ zDfrCm&f(=WTimL!q9#*A%wpugr$KJ-q+?Y4paph+{rqvl6hO-=YkmOXmG#DV-Jo>c zI^7pKp&?{fsjX8tI6CdPBuID0xTTC%E#^a}G*ULC=xo94c$!<7p9Rw-e`G`d*`tQRB z%PlNeZt;&fi}y)y^In8z3)M2YIU1BOua!@56q(2*Q;xVBF;bJGDG)F zr4}rkHstTIF>uJAv3csX8=Kwq^#FS)jdj~scnPyX4TE7pyrnn)KvX3q6O4qlrB?f* zG~N2ob2&UxUv3~8o6?o1yXP0|OKvwbn5XTWkJ0sgyaoqO72X&+Z4vMGw{Jn)*w-nK zQfl+tdg{NU%&}LUFF$kbW@*T8P=pf_gyp&5zBNe!ZNAZw>hdLUCUCfVYM^-GHu>4( zw`pz)$029WqxvdAwzhXF*ck9jyO+w1llep+N?YS?eKJGWx&+{cTIB|@Gmho%jz@@V%lQx@huylf4mKoh=8&$=+QW z2LW49n1g$tK|-o9>9WWQMx)gpF@&=4#IJUjgCIwFCuUe+ z_+fw@yDJfGy*Xu~n=R*t5$nX{#RXt(e$l!OHG42ex04$^T&t;DUqH>#S)uC8VhggO z*kIO^$F@~5v-s)55V`x9vx*28)%8VG-uMnplJ~rgp)|^wEy0DpbXdx0UW;2+82@U{ zS0U~z;F6Uy9b$+~ZXb!x_p_s^dETJ6Liq&B!J@Uk%d5%DKAs5LDXk?c>9DUk3nAT`>BuOe>3xzdf zIe%loHNC;OK`B1HoW}?O7dmk=DO9uxn>aO-n4411o+mBweZwK zTeY@`Ulkt8bS3@-0SEmI!$&=fYF~9ze+DNh32r3hq^*?=>fN%Re+PNhG~}rn;cnvc zg%?nW?0?MW*{zcr%BkzrHS0uu^iUWv-kbL$Ad1WPcNG4{2u&*R*eI5DHEhBpF>T`- zWN4`S2VgPO6)V67kVy%I9pZAUN>pUhY_>6sM~@fErJtr2*SxyqIhg5pDXu!JG6A<7 zpQC}WWIJNvs(}DFXTp*%T6Qk~W$^NZ{-9X?atkEvtetLndLpXmun~S8ynWtFW+>Ads zd&ZFOY5lXwDBtD*Db|d+abJP-n^JJfstH!TwiFJPc}&x`YzGXs44^7Jc@!)12T3?Y z!EKjl+Q=4*ZtN`_jbz`nv8q*XrJ(ZGGs)d1$=i|EgDF@RyEE;gxt>o>j$GWK_h+lv90iAzdo|PnRIP!Z8(8VH$E+`#6|aYQb)RC>r*r1>S(zq+`2gZ=Yt8ajs|V8 zkx=Bp+Hh?Hsp+aG=Qz?i9s3KSBHQZjC)Nc6awfzx9E7^7P{g$p_z}(~`qk}wh1XQ) zA4jM8IhH-sEAp7GZR;P^WN{aZAKrVU@|-&pZ*ggf!h*)o6>H4}NlHuOTyfqO@(K-N zEB8QYaOnRCoZoYm%u;PXJzh9(T99lfGwoy(zw;mCWjr*UsX~T-BYyS|KKJK|^n9P{ zn#1*nB)iR6iT~eM|Ca*)-zdNy^0$2b#bCA)myH33t36Li_rNol`CLz8VZkFoGg|L0 zj#8gBv$^fmw=7#e{)pJ|FJUC) z!?*ndACGCu8&82JNY+{>WT;>H)ciKPh&F&U3A}=wZ5s;sVCJiSYsw!^f+u`VS|^qY z4q&n&CeUc+3#orrW2%Tl)>osU`s(6aA_#bt$esSX!;Zf$ZG4}ldcaN(QNgUT{)(!6 zVGAV2tr#>77Ai%cz{<_Ooz)8v#MO9-vBKghbyl_Iq8~)s9E#@_g zpY+6?`7vj}nSZJRQSsi9?$KqBKpz9;g3VDB*(cXVRo0vl51edNFJ(|8<1MxGCH7CW30pr(IQmwJn+7R#X= z{X%LaFoC&-37i7-+Lp47w}()TJa%calOT5e<+1gq$u~Qhp!XBIh4kwaojZ_$`&|gH zRJYn!CEBf^79*olO+~HcMQ`A1#{wbWD7tdJsfzyF)MNQe^2BT|;a@EEekO;uw8q61V;CtjO_bdWp?aM2ywl?;Fq}Sa5h9uVf)e zn>drF1}^_1qqTdrJ(wm3<3ec^K42G?e}@!>FE@+rO)62+Fgn1;R5wt7&VVRrGUO!Vfe(1qh+!_ZxG*z7@%Tk;(Q1C3vb25MbatOBTg}Ru z>P7?+8<2e$5(5vd=uh*RT^i+S@vSzRQB9c}Lwtd*6wQm16`s{C!)BY5B@K+=wT{Cx zJfD1(sE)cLwQS_3sGzDxV}hwQy@^p001FRQ!>9lZ8h`FmvTRbGZRD%!$~t;*1h#lM z=o@|^_5t@glaji0w5g=Goq$8XQd)whKdmw|tK4uf%M=%x%&t$^6B+UPp^Tih@IiN40BSwA>}_TMDLOy>7ZMi@R{L2Dic;d4GY3*)G9*;IDc{5dz8QC-lCd5l0}R#x+o+ zi?c~JHZODdH>?xQIG@e~+!xx?tNJZICoGrej+#~nat=MJFofAfY0y^_wQjpaq9kBL zhi#kwzisaw7Pl35#zkALzSt0Pf6aA%p$jolx)_W#78XA%&Qbcr}{#f>=WiZ*_wuq%4&{Lt!LXK`4751(4)U*o#c?IG|Zw^6@#f2`=0Cd z11|zST+REObP;W`cK9m6D!)WsJdA5=25aqfb$6!PDNvmxL##)2qqj4uy~Gq>qqHOQbCVl-W}VZK9FozhQ;Byb z?SUFiAs{|i1cG9A{*%M9@nhzGW7%huQ@adJu_syf@6#JO&H@-<_qVG+caCLZ#j->J zl$Vy}%3tOcXC>R}pi4DYZy4yj_v(xVlT&Rdw|ijTkzwU`;LX+eAf|Q z$DP4}2{10dj~PO}E~b73<sd5Xio(pV4ckS(#Oi011tgLTJ))C?~h6A`g{w&v4)aP9bp1$kU^XqwkB*j#)=#J(yMgnRCQoKafImv?_Y1dPtzzXFp;j`V4N(HG4_7w&i^8Hh1<* zz`$+$(7DD*$xAoCe2EXs6%Mb5M7yV{Hkd^p*{GU8gl;X|J>X1z_Acvfpjj~V9oQ)W04`j6n zpsM@k9q?trGlPV5;GeWY$ps(EY2=`x@eq#tn5Rv+EtD3o&6q|V^Zp-u|IZV*bPy3# z?z0Qdzs@+xb_XnC`u~1?!4nUk>6-KXXUWZsSP$VpME{S6@EnV~$^Y-**H6U%AIY+N ab<^V)A2N}8&gusCPeE4Yb(yqj$o~PG{=5?a literal 0 HcmV?d00001 diff --git a/_assets/img/posts/190729-datasets.png b/_assets/img/posts/190729-datasets.png new file mode 100644 index 0000000000000000000000000000000000000000..9c477bda5cccc62c7a6c94e067d52242e04be71b GIT binary patch literal 64039 zcmZsC1ymi&()Hm0!Gi~P3GVLhPH^|&?(XjH?(V_ef_rcX?gV#!a^=1EfA^j>>#UjS zX{qXJsoJ|kLcz=`e(GwQ{fUY+c6qFMe6vUUa zvo|50d2s*-%byu*a{YScoWZq0dP)OoT65aVrf z`EXbR3&3cX;!mlD;3j2>ioyaz@Bu-z4H-eYToV)kg6P{%cC8FOi81LrOBLC_Je|MI z8!llJzyQd=wuG8u5`8Z)`m5{j{iFbL=?GfxN~GRtg-_G2V~jWj~Tmxi!Btv>wJ&R z2!7=rIzzZd@??h|m$5{SIBlOX5UI{J)Z1|3^MEcJN`nw6ZYG0tFE)`v@I2b`4OZO4 zSRx>MCt~bjnXMOH9L^#txmjpmSVI3k6*unr`5Hl->+_mQ9!z~Ni8*6zvZa@0$c~pn z>MMagY`YIDq!5n-0+7m=xdzY_@_~W9oUs^wv&FAVq+42Mq@axmr$3j`g=#j?LDC)u z0#Nj1dwcHnrdu?LkLjh2oCMqy6X;LBTCM{HFgX)i);MaYL0?Yb{rJH`z()Zv1wOF&fbwpR8jKxZU=8vKcwr6@ z8$`4R$_ARrSJ?(i6NHtI_8SB)C_Or`x(EFpl9T|lmmehrnp_YwhQ<(9P2e^LW(N*j zKu?Y;0YD7fwx}O7GB?$UTw=XeUJY*5U;lbdDGqrUbH)U!ACHo}avJ z32_3T5hO91LPRO=NS?ZcW)3F-ojL3=Vlc1tE5|a}X~3Su5h2 zZ>K*lUvzGl0U5ed1pOdlUw6N59DO;RYl^-U^Bz?ZvOPRwz(dG@zNxBb1$EXQuiY0#gR$Qeda(W3MuU$??=+- zu8qGBxX%(IG>yd;%O$2UMJ^3+h;v9};(L@zBEpL09{FX6=*rm=v?}5y<|UgecTHxM zz$QUz#95eRmwFj-DIP{)L@^MfFKL-T5pR~zN_``ehF?i}O4A|5q0y@P*lXmA%R#p*cQDYHgk$XbFWM0>2$HvahZq44LS+$DTGHU1l1w|?S zNZd%iS+2Y!bB@5ZqP>$#kVmPL?=`?9`Z>if!>>^wq1P;sA@B-XA2X~-)L?4Hl=Exx z*E>@klzEgjRQ9kHlw(wDN*OY0IXlIlWV@8iWNV6#c~UC3$})=Ug{uY6U%)H%3y{j{ zBzAKoioYKKAHZc`RADaBGSn}`P?eb#;1spW-Gmx795to2##JJ#n{-a=mPWN2)l0w{mi4Y73m_M4OhGJ(`9w!JFTHl`%Us7dG4d%KVjk zp44o`{Ilu#wACW+?DQ1Wj9Rf`@s(I|j(K%@UYl&Qq_cpm4z0R%xpw?|O=ldBAg@N3 z%v&hPK=-_EA%9_ymS9D0hhEwiNS`**kKsYGfs(OrSmc7G0rM+nC9ja$)J1TXmbu~=2 zI;v5sb9MO&j|vubW{r+UmZm*byaq2_!A7XMC9_$ptMP>iWnB$xPW@toWL*`jMQd7X zJbj(7-t!>an_D&0x$|4~`IQDm+vG#MnNk@u8By$Tv@<&WYF`?^PN|Ki9(w#xI}vae zw_)EQbeeZCYE^FKah`QDXj5wIaA0+ib>uyJ9qd~b+_YUV=$)Om?=VS6`#!ozxlul( zF~K?0Husboog`Z)n>m?M9eJ+4!NMD%&cG;i4U1P6yZfaJSg(!`Nu!GvdSIg5opdoj*qxd@DjJjhXe7qlg=IV4Q-2UD{IRpmcXGTD*NntUOAo?NOD%SS^ zVwx{WQdw=GSV_KIraDP$Tw|?c@auRJGi|+Rows(l_Ne+wr;PpDo+Ie-+9KXMz*1~= zs#D(G;A}8gx-&h>iquMG#e;E(tC(!RFX@1qy2Y#|-44S0;w6_xmO?gWv1{Jcd?5M& zuZ8#4qJFu_d*#l<>GcM9<@eLCIaaF!> zo$!*df1AG(>sjvk$i|i4`DMpqSYu+HF@tP)b}3K!^Y}&chuX^fXP-sByQ_=+Xb3g` zYHzgHS4Xlt@Ll0wl99=ceMx}hwwCwRNou4&Eyt4A$;t8Moj*I1JQ$xBF1a_K z;!7h+$$1pJGcdsALi)tT0qy1ddjYC|k`4eu^4P>E)URDguuW-WED9Q0mwU&{P+9&nul`XvCf#J{J%{I-sa{9?Ons0@>aCT3R|%R9b31 zFIF23`1-`gSuC4AW()Y}n8K+Vyit3&?eAUd4KPcF3|ta*dEdo?WSM?Zbx@U-;xMqb zq|r09);FSYv9x*L-U0wzE*$T-mPQVG_%4m~#`V zO3UF3TH6`nGt)59&=K-LOHe-`q0IYLJE26m=44yM*t_`l25)3rn@XfE3S=$;39 zr?Y_z0N?|N3-Nz(0XfNp`;su<`PP+@&)|mY(S!C~1da6P^aw-Zg3g6<3?;^CNeL^N zEUk<5wJ}-aWg+qwduIa@Gq<>F4-?$v$fCVNL!lfF#yPY!l_>HMk>tK%fIiFS06*K} zn>8;ZXdh=DS+8?_%6{rgC-3Cdn3q@A%Zj`E8Uh3d530Sh{)7{EU+ z9}yo3kab96KH&eorX--`$fqP|xzeTok;Vu70)2t|ua!yoNcbwdZ7o^+qah$jISM{^ z|7-#PszKqsyoMQ=N#po`NlpZ|Lx}l+{ogAm@x8p9L~R$A^naxJfR&(Za{p5%K44`6 zAQ4!3-CMu(f93uCbs^yVp9%y)`dav2-q%93tZ~wRNu~gIf&UlH@==mZ71f^dIG<@6 z#53UhL-X&F`at;Jp04EE?@wG@Ue3I7`+b*HO0i?LS|z)qq@WO3tkN3o+Bgx$I+8c2WZx2Sx)Dej;8^??AP0O!)ZNca~m zsw2Orsn53-85 zh^$lK%bbnnlO(!0*6Ayk*4W(O0NTlj0*R-_AfGqhwnXF!+6(Yn3HBX`r;wmrUXE10 z5qQR`e8%IOIQ(l&bW3lZ-9qPqeY4$Vc=u^a5Nvc1aW!y39J5EctIixLI@Q;Ajl$1t zfvi?++2h9~Um#bvljG*A(|w9A6z*D%!go50iT>&gR^PUA6a*L$C#f^Z9)s}DIoiE* z+_Jx$V*$DPO&xNIBWFnyUU}yuf?N{)(SP%y`L>mzd?Ua#=RkTFu)&m}vb5*DFPNNx zi`A@mm~~#nHcwC&on0?dsYJhfXtfXQtW3d28F+V**;mFI1y~&aip^R?=vzd{NBRCY z>XFU}vVJ%Ia8zUUTl+RcP^(&neB9%XD5$xYZ;fsWtL8nz!@SurZKJxqUa!PdCKh+< zM5-HmQaSw}MfG;yM3kE8;G61MhL7;1_r7o+isdXJlC>xo;>CHD3Vj;1EQ!Cq&Et5a zp?*srt{$|LER32T{TjzpDAd?BD6!g5oPQt@|5`Msn!BRiea;(_sd%(IF&-Q@nU@xu@=z3 zEp)FYudux$mWzwrhqXOmuDJBx?@s-Z<=C|4_^Lz#AN$6Mtc)*Q11t?=o)!^%d;uBzvJa~Nwr5Tt=e zG^HUSRj%wwE|u)do6{4;g3kDYm+VXn)q$fhB|D@^-WQq~8L>C#p;gO@x6_LH8c0ut zZ&h8)RSTKtW_MQ1f>5do7s)b&XamIvBHdrZp#so(@0MO4K9O4=|^}0skPAyT27pY#%)d2+)+tg7HV!VGH*Xr3mWWm zf<Xj>+Z|b8hsQ_zkW#SKg>*b^41!W{vADuBx zsZn!T|Cm3zxrK6;D8a8^y#2d*s?f@KKx5dy;t70y!P!V{fu4`;sb7UgwT$`T~FLA``A!b_fxFsFFTh3$;|EN zMX?okY!X7S2Z<%*K0N!~!pk;4qQgTr`xX@LM_y>bW(M*t9`r{C-a9(fDaafoQ{5oDDJdn2Gg^A7TO5U9y+tahK5o(kNo1&mX6wBmC)q8Qo{0Fe?7K zO7!MS_^_m~U%~ZjmO$#SXmQ-pB)T4Ym9Wsu{-lO!Xk5jm&|X^%q_G)8O-vUyvtfD26A+ zx7%X5xLZB^Qxmig1}=Q$Gt$OCXcBr6P$MsVQ8BrWdm@L$CgWpgKce&4atYunhlMsx zL7-1{HEXcdZ4XB=rPzn>o}K&XA?MMzXJ3uf;I4*+-$CTRIl?eVu`{TzfDED)B`%6G z_`jTZrOenDL^MId;!+!3E3T)F@*4S#82U?GC_1p@Z{m@6|F(Kxnm?T?wH_rBLJh&+}e1c-5)*{iQs@7@(?p}}G;7p7g9y|^`B&(7#b zxCcc;J2y!))Mq0)39r$wcEJ{ns~x;Oe_^){=NL_Lv)*tNV@v9}>)}Hu!mZvUY8>aS zh3C9|LH^i+JGlRuNNzjdOgn(6_lJiz`sfCo9&5X-t8Qb_yk`eRp1I{WD$4`KAcy%k z$qraMyns9BGCK#Yo2k(!ey>}V`#m$~Q|`e`^~PC`PMBWJbCyP1yP^HqzZOobB))nT z=!9<~#^15_ct1!Eg(&D|qdw%JTyS^6zfOB6Z?c3yTlrJtdBJntV`Z$|bKWOu_Lc=q z#`;b+Uer_>4gathU{W#Gg9l=?*~Q8i^c6D*SWmu!dFmuyUjpx)=xTJYXvW;$+;>jA z)WC}IYF`8AL*9ZT;$UY83~p>qXteMI*3Y17h~IE#UvrOgHAMruJPhNbd3@f-7xG5%=~pwc6*2V7;$e3gx}Z@Oj~bk^qBFvc zXGH#ptqvoYixHpntVl^|J3#}57u}+7dNE^?FAV7nefXfJK@tVRtL7h*-6%PsHS7Mo z+$U!P7wWC;Bip44kq`MSnl#z3cwE(k@Cbk{mXZ8H-|ra{;@WXX$TfJHK_Ig-eRMk@0S_qn#tWDgZY zh&Qzw%iI0Dzgu%YI?td0MOixhr|~%GRK2SEVn2HZqxxs#Q7VH;*iwg8Wp@pgsB|W8 zT+v)c?0i3ekS{18!LO6uojF-LE`&$Is)K05uaYG%A|Z2sANcG{TF3rzLzPaq&UFg4%V@J2S22w8oW2EJ^U@6Ncp9N|mB6@VeQ}%+m`Q7Kas3L9m@vR# z;5ZOQiWlLWWAfO#JlaXsr7?LjjXnlBt2ceA*-zUHJya@}77{V9fk?b70_NPWed?x} zP@|Sc==}mi+2Eypvoc)wy^)LNlV?35r9YIC*4kpZ-HC+dL0R8sHjZk8IXH{;6KI5% z5yw_J1CCM9NAnfW!2QC?HeQ_|1ZgyRuvzcZ9;)HC!4e-1b|sqFjlVX2Ia^?5org?Z zyIK)Tf+FZOlR@DmDh2fk$ygXSY|U16EHkw~pJn8c3<;>8p!Fe4U%CQ#iMOVayoAA? zoD2KlyPb8Ug4f$nR`y?UXBWI7h5}?%3sHbQJ;NIG{O;54t{#|=op#veGxms!R@t|C z7d@iZgl;tn-VbD1?#7h2PL7clW<>0kF_+U8LLbivwu~d1Yx`O54AHgr;_T0t$YU)IhpMuL2;l2)N!~N*`-pJ3&1#_EEJZVPf>c_i zedZO*i3M}}K=z9rZ2`vV{!En`+Sh9MS)>Sp>=>XHuG^^xm$iIP;^q1R{#;j$k~w6! zU1Nj@jID%PPn7cN*nM?Me{rY0dNU{N?jixUM@*o3g%0awhX_Xqqd>c+33Q|5`OE6a z_r~GqP4*KQk0*y{9C}1K{7m=87gmHU2=l|Y%TeG$!MC`?3Q0`@=Bu)>;UVE!atMZy zVVnUM1-$GdemVW4{8~sQFqWX~&sPA^~L~&;X(2#^7ujFwx$+xw&uMi?7t2 z{e$9tVcTr&M=bx=l811Sar>$H&J&Dw-JfV1ug^w0$8n!T!g0PU>25%wYRnt2@i|O& zSG;pcgE^2d?7BL(%sX)-=F}dU{&b!@gzLIa^<&BFv@b@lOQ}AUk*r(oZJlIXqCigm z+!J->I+Wt<=G#wO%j*rb{HPyYr_#lZzUFk@9xsvAHTo?f>QS*&u_Ri5CJI60_U7?;fLvn^52-yW4~)66AC`!SJu|gVc<0Ko-T< z*||4G42o$Lo;$b3F`ODfE+(d&qlB#T$E4=kce)@eYg9>j|A0D9#j90G0CTA^YY#)= zBJxcq*tCJ7;O0#1HB%sZ!qFXP7(v0NUrbJRwPucJ5*$0%@y=6kLfv+p_v;sg;#)Hm z`ho)d{s2bAA(jBV+&d>js@H26YDY^H;A7VjvXT)J3&nE?G?k%!Xm=ryMP7|e6X0`w z>iKqos4F4!AcKR>fFePVlX2cBJIv@Uko8&3^~q0)9Dz3tRt)W7fGMhbVK6FowYXm2Yy)QbX(1F6KH55wsM)%V5Z0q4`AV#NrLivd@jk@Ux4 zDHu6!S&Ni+)%3z4ZlP1RHq88#=ivlS`D{d(!|$92D!)FUqqwQhfkCQ?)K6!t6Bj@**naFMI7JC&N%N)J*IBRoWyXW zvSrLC)%#_YORE(sLN~SZw8?kWICTQH{J9%|mnY>+;`Kum9crI^rM)=Y8#fZ8Tt)`Ioz-3CD8d>`kySTWy&3LU#FHbva@6`F zv3`vyLXa!&WGF!hI?t^@qHRS_)}b7p^IPfy5u(pOMfxIas<3#Y;Hu(u)GS{F;QHDA z;eZKD9{#NNQ=zUcdm+C3`6qJ!TixX%Dk{|X$gq7H9}>pakmEpT6tV%W+5i^A#G9O2YUW5<^VDiY>#Xw2k!vK z8y7WsT8p39yq?t^n?j~UG-oN6n$UjUJ*4(*^FYb0i8cjIlMuI&SrP03g-zFS4|#1F z+>?;d=$md`CA{RNLKB|(NpGP`;^Nd2H~KUJ+AMu{K2czEq|a%Mg73pH_Up%*ue7bn zu}vcGS_|I~FfIT;Nk5q0*(vo1hfhr?^6$FR&~|!#NS>**bF|#p3lY`W7c1l(7Tx0? zZONZHB``N7BMHnl$wDfsKwOns&*&q?T-|6ecp&R4*Dk_Qv%z){Mm!Ewt^GzH!Yrse zXNTSCO~j)eADDX8Bo6j~$AGloEJKN=Okp%eOPmAAbx-!uBID!;o`R@0a|9K>IWd{C zB6Gq>NshhhDcxCg{>E)}whCZ>*@oV%#%*hffJkZ%bcmnzF5x@8W9Z+oOf72fKYYGX z&%DgkF#_B8FgscIi9gY6a7l%IRMBt0pTaYb)3q>Ps!Q=G3OP-`4~OtH!Ap*E@}}Z+ z?FmPs(<#usc_^X=pk`hC96ATY=G`@$-Id@1+msm7bS<=eEXzoDZl+10-{ZNC+4$Vn z=5kkCRmVAk0yV&Aa3VAHiTh>V-RHRp(x(T}_Y81)kZ^-jv(Sw`UljF)xbnqKslSv> z@p~=^^DB#Tzr4vQ;$^#(Rtl{K3fc>2#mMD4o%VuFtc1FClHzW}L*!phfEmfuNg{Cl z(r)+gWQo)0tP>KP(JQ|Lwlp~~WKk!H83d>~9j3e9g7q=EyUKK(o3Uh9bMcs!K^;H* zZ3h+PED%o8&_Pg}rhUbA)K69+I)c#B;eF<(yf?0P6E9~MJnpF$8p-Ke`bi&rH~;5$m}CkcobVwN3U^0ebpV>C-l4?`Vt6b0`ip zgZ+dL`;7`PVid1R2|N^*nTw-DS0Wj=uwI%K(5!k(?iw{J>--8uu(o@4^%!eU1n$F>z7M3^wO)J+h9)mZ>7&i38jV#zrU)|3rpd4fDUBHX{#rB`<;F^?DU+D z7W1Zs+D;lh1Ig4RO@gz`v4BD$p;Zk3xj53^7p|_of@VFfeWEWK>eSWcrc|qMe95DF zWfz zxKa!3#V~*rwHKXd&T)t{{?I=WwcB(|)5@=-2K`~fN+?3T{X)&4WlG5aZz-{fXYRvfZ46YC zF^BpO!oqbNuU4t7)t89&zp|_OdA~ezJtN!4cll{uvR@|4Ht>*Hl#F6)g_D2xhfGCk zHb;wt&q~-=D;hY}swSV=hjo}yadrZOxR2U|aMMI7rD=xejc4MQ&M2(Ln!&W5TYerAQWv{*X+xB|+ZGyuxuq()hFL?4C z=x!~-o{1Wc#du|p51NPjs0O7&p_w7_p6B;NZohwnu#l%)%z0uH1a(7IDS@`QB_tU6Y@O!B_m`#z;>GQ`_-fFxJ7_NeDzx1ueBKl zF4nhm$aSi4ES`gC4EVh*!9|TQnRWiDa)SrSWFD7_b~?+llEoYVapVKyueMv=mlOh* z7H{cCu*Ka2WWR(ODk%-Ba4}QnL%#wH_~Gvp%2JOf#0Ffa1!JJDb)S`*kkaZ^Dl~J(|BGE?7 z#jPqw2i9Jj)J?e>iOUY)JXdV(4kZiAo^NK*lptsdQI$Xu#DTEAEz?Su>LV>>%m7Gp z?j#5Oxr)rsOl>xGnSKg>aYQA}fpRZ|Brinpr+5v7$AWrTW@-INo~2YiDpI$K2)-XF z9Y{q-XAV%5`^w&1&JdSBj-bAFom!bTkYW;cSH6&;8|aJ(Trh65={v**o@md2skc3O ztvN&TUsh`doJd{ll|1d7U{X9r0oofbKs>&w{xo9S?%);-`0}uZ$Ld*rVt2)9NTSVO zb5b(ve6_F6BVRuxp|gmKCR=8r7TFZ;^MY3&V@C=#yJy`C92a%!PUXh6H-yGAv|Ueo z5>naN4m;;Te>EUgkf}=2LeO+ARl3qrJWH4{IBcq|kzMwekN?yb=g@!Fu*94)>@3i5 zU7b|Ss&^Sa(dkxm@)K0eSI54tTux?&1Z+Ts&W|eSer?89y+(25OdVP5s!h@}_^mhUsLBeQQF!>Rs^@(&3{hk$Eniwq_4{4?Ka1QwV3-Q0?on(yumR zi3E-!0y0Uk!tTcKx`ET6mta+h6V5P<>JfEFtI71e9hu=ju$cEbcTT$dIOtnz{v5X3 z*(&?>=}Pln_lL*zZw2F07P=>``Rp{K2mX*`oj7e``x?%xt%8z`;F)vfVb+UJ->>Sj zA23BPm%p!%oC(7iIqsk#)lztv;Rv+uI6j0m?blg%4cpY4A+@h?g2Y03D8LRb}mvz=zqQGF19U7HckRg*OQ086wxoS|3 zT;hv%6;HhzDK3xWelgW)0?&{J6@>MXvxJs^xgGV&$Zg2lk*T8R;%I(T^XYXF`@E)I z{b{&a6^-X_STbh-S?<#D>GpKG#ooll)z$QknOQxMe4l&}Ei_T@9SSxNTgUH83x>c< zXfP#m#9*&Bh571mra@W!JVfg7P*bO(=-p=bRZS7C=UD^bJK;;)=%c)vO8Tt-azBC6 zuW&{V9B;;JEvBohbM^&nAfEvpK8gQEZtv)PjmuHKdf}w0SD3;ep=mTaewh0@1tC6* zSb2+8MC5BM=Hq9@*iKe4!!4Zia3gq!!lRt@H&(idOE6`T2po^jR_{JEvIzg`#cUAy zf1&!{;?aYpy_|tYnxf493s(Maf3llr6yTcS#B(~*gZRFm1U47DtO(%r7~jjXqV-i+ z;*o7yZx`N=2@JyAk*E@Poxp*?M9Gf*PgUwvzX8Y#vwdxumVry7KCv7mkZKmQW4b>` z5hYUHkI6#!yqS=aS}SBDvTxH+VUjR`>6CFDLXDDcMgU0dzFM@^X>zraC>dOhVJ zu&Kf27FJ!n?4WwMB^Pvil>gyH;jj0s8gN%FhoRcF9vU$w$uLvhcR{}eiQ$nAum<(a z=DSYj_*%6?81)-{!fpdz9|8Leh!AIV2J-&~kCE_wp@GgScP=sTCvekFT6nRG9wHCk|5Dr)1UV5Zk*Rv-%OQQ@%Yt@c7uS zsx?btJ(JPGd!t$xdc6dO5$92q)?7t}wi!PnZJ{={{o$hfINd4VgT;M4w6A3QxDQVA zdKZ%)sg@go>CG=7B8d0V#9jW==}H){bQvRwHRp)U4lL`}tOj%CL$M8d1lmchq_XP1 z;Jl#n2Dm;i_4%q7Tk_P}y(Kiej(bpl8^SwUJ_-U4k5ycM#92h2lpum4 z@d!;^=_mt%GDMbm2(>nbuIoP!?I_w|dU2;YyPPro$Pk|;t3ad5Cm8mmUFT4nkqO_J zu-GZH7K)g@ars&i3_p3Wz$Vx0F1MkMcx#5c)MDD~s^Ug|{wv1z4)5m#kskbKESury zuz*fEUY<~_u!&xohnOQPdNEh)V4XS#H_zr4A8Rgp6R!`-S8#k4zBky=3-4dU;poPh z-Bu+H2YmGDR1lfaT?xhfe&CR;9JE~~`YCzb`i;8RXZX`r>GTem0O#90V3 z-dTU$T@qUCO2h9C+2rq@C7tO@|1ar9 z256Lm-O&p!7(9-py&&~unYLM3u8Q34jZ=iNN|tQ7?NYBRpY%PxvL1d`9`Mj z!86MA^9v$NiGDbLW;4>yd39i(=0#P$c@l%dtjN!Y13`sBed^cE&EOhBeSiaR%jg#k zf~Wyli{1tmWpi6PGJv>&m(X(+w<@nO!0o$J=)rt#9AOVeZ1#VQrZUoJ5zaQ!^t#1< zf2!GfW02Sg^RM95*H2(pns(>la)OQ$GQZ>B2#HBP!`dI!sA^Ew*WBi4#gb77-u4Mc zYT(=+RUluP6Kr6#7j@Ch!5WT%I@0X&ipqsZqLoBb;y>A_QRN83Af!R$6+IpsNrBpH zYvo!EMaq9to2ERV$R1ifpKcFUTNvBh+Z*1}%*uNcu28na!@{N-%g2x{3d#-G@?zN; zF#eiO8UR2oA%YxD5eLGeMxWcc1+d0U!vEL<-!aKMk?FYO)`IYp-6X@kK3yViEE5qGaa zoRNAa{TrRnIrg2e<&4M^{x1YK-!}0aHCa3xlx1_h*-sqV9~%Rhd98=w+1V83U|+g( zFK(>7ZVV#T>3oqmvCpLE*2b@I6R9Uxb&lARQ2J;NJKltr*eA0 z2XSx?9_TZ-kdzg)GZo90%^^Lgcqq0xf&3Q<2C!)4ZHKYMYAx2c8t~-+^pSw&N7os2 z>9l)SYo(plsoIH8Ork=UA3l6xpIQO+gy4}$Il=>7c3LYff}nM3cb8+F$u>tNxD^I5 z<2Mt?kVGF9(QNmk)(Wye4Q3Yk>#YPxU&u7wHF8e@i^|uYTk0phHaX}G-w)`YF{fuM z>Bz=>O~av@2*pqKY4xV3%wKeI$4D97U}Ixv6rW;$X=MdqA-v?(3fNRLTC!Z{_SBf1 z`8_1ya2G_y=3m#OH1%dE0nRrO+ASQSdXFOOW0yvN?zs#-PAt7%w~__LCX$&To)>Zf z0lf0^`^(GX-bi1GK{~k5d|!mfH|>1S9|;Z4F$=uY_Z6Uj*cysrj8aFqzR=B~;e z9XE8arF0NB8I8I7{rErX6=Iz9$Vf4>ZT93-BCn-5VRPLw#5dqao1N}IM2j@k)+$3= z5pp$|0VVj3X5d)EptqEi!>}?Wrpl~?lU7}5TNbSwOkt{JE*XCA&c~&HZ~AjBT_yH4 zu12XrLzRqQ1xh3?Xe~z%$7;m*vV=q)`1A+NG62nbOpm#)+ph})Jo5qvxXVQcTR~I0 z`Xjh?Dul)ExGFO0ReEpDFoM7v`9&s7$KIOIyDHLP=hB_h3)Vhmql6kPgl8xqOvl0V%6lDSYYY1p^VJYl(QB)?GTCNv- zz~*E=)WYRLt{(+H2+}o^eUB!ebge!ja1#KAxqKgvKN^@y5b6t0gQp%x`x!uH+QI7O zuGz?+o%TBh$F!b<3f)#|juMUP^eG;HC)Nf4g+XGzouSj|A$hqjl1+ZGoIJ8H9FrQ5 zis+VoLk^Ftn7{N8(ueW{l{<-B&029B5?Sy*dc3Z&nsXef85V}xc zSN#_j6qApS0_?rh0-?eeGXSkfiwV@lYo`e<4yDX*KSWyMH{oheCbVz043dzLX=|-r zlN`(==3)GaF61ZYR-)nczLJ%Ga5;gLI)g-73VU81G{iyoI(qbKQJke!hncn>j=4KfGCZ5Cy)^j^_k#XMsN|NacaBuGn1`p8V$X?Px0biwW482?ML&sjCR9ldbvE(7qlg9^&ku#N{rtw}r3$QL5BJyvhb7U!Mjd5f&Rm;m(`FO!S|1ItQCv zGVo57_EVpNY^DV=${0Axm4N7-2cQ`|>7ZA>OgsB~1cKyHLbY32zc#}LL7`SZ0heEK zyqr>;RBdXz$v5xNk$kvE^#>GksHqOkj>aI-nFD<&X5a?{qXBs(3T+=NQ1_01_jBqo^;3$e|soBi#7peK{itldVR{Qq^8Wrw_n1Y;> z?MCGS&S0lMv=C~Dd-%}vQ4um0;8 z@4IE?Z~CfEWFRHI#eSTmtF_G|cW{b%bgtK)qk|_XCd`_YU)1W3HY7{gqmw za`qzEB)&n&HVJc1-i|&!WJIUz;0XCXb|#|=+c%b43zURDqY3_DpG&`ddZ4Vh#b%#4 zTSNg;vUCLNyqZua(S(Vv0!K91?--S4>nRjHS7jF6$$EFfPX&Zc5dwRi29B<& zsAub01afnHGH3Zz(RVsFGC~R0jCKpav!)K8Ei!dfx=v7}b~PT$r~@FM#ceK>V@#bd zvMXyalg_YKSi|S^L#)@Hf%)^<{B&X#QKPx9T@y@Qkk2P;43QEK=o1Dw{;X2AVBUj3%iC@R4{AiyyDXb;jHXSlaQ0{>sF>|M7wTys`4-tIy=w{KPP0Sa{Wd ziTUledK(ev#@*xbbj8JL0eWolXG70&!jg>M-oOUY&74R7nEEy}a{Uf?S6_zwD?>+4 zPH#ht!n#cTPPa(m&6wEbFS-$Bfz)PWB%FZcByfD!br9Ge?tGFl2)yWG9KN-R3Whf~ zONn6Ali02@KvvnD%A$ZerBvwc)aXA$xZNSHD^n(GEGBXXkQv$~pDvO2W!e!#k zh?86j@9e4Qxw^p(MyciO=J708NhIJ1?i9#zXHS@XdEm@+TUg!a`ahKaRVt8bte;ja zv0>hSg)8aBt=%!18A`{pJB;9O%JTD~B?2{k&Br`oc zpEKK#zV59Nu6_fr;Xr1L0Za4oY5hFl2EOifu(W3H3G1v@Sfhi)>1D0cV$Cgbx7JgY zFWAIMh1j#!+$O1@a@Q1m=&dzrCakQm0IyGukK4I+v&-rHCEzOJzdQ5yE>!;nLZb8T zn&4(~ItL{uC*SHQ!n_~x$kO+amq%=MI#pM^{_w!8A?Z6&$HHfB-=)fHWhrg!o*u(z z?jCgi%(OM$U-7?(7T%*=@4>oF7_ab-{U0@)LOzpIIKXlJ|IcbRaY?66&@kJBm+FrG z&vfwnajN3?xtR}-5BC>H7A zyi;}~2er3a%vF+R>0GrN#%=vlO$LX%B)f_vRa+F>-1pArp3*?kdA~g8xwXN^jcK=f zy1%_Lfp=Ghi9pl%PZz|77MX1DcBFpFTvc<|yU!tDun@lsM7rL}70xrLaE|b~_0qew z>EZ(lzI+9ivBZmU&rkA-x0oOvgN4mZe^I=j7hw%iKzqAiY-G zw=JzJDJuTz&gsV+ISd$~e@BYg-_OsaJ%H=q{Mkci3?RI`=#LoRDG}Lf@RThg`d0lv zu?dmq#3N`ZV@i=?B;J8s=Zc{F`)mG6?AD23+&CMG#aXI(x+i#E`ikzhSV2~k{epCO zxKyJRLqq`paPR#x!=-h=T5D`y;r_;TH<_mvU9-@*0>dwatOUY#L z5`-Nf8xf>^1isT_!H_?MAa9tl93639@J^Tz>iQb6qfk%T(A_`;^D(<=3cj>Twln0QK9ZJM7; zMXTsUAYjuGBDY@53b)lfv;H~{*3B*XZkF!1?{vmLd(=6=2lKRg2U-_-2^G|nx#xCR zl=0V>8D?|=Pz0x*poe3bZaQv>3P=%2VsQ-{*j&XZ0;&cqn%4&=q(vNoqfU4PHDRwN z6O!D?Ib=RL)_(8=LgT0mBADXJt0`m_;5G{k4Dl*TTW{3 zmB>TWa)opZpgvPkubD0^s7ZbG3EtZY)9-al2wur`KUjsPHo9a zYGR47rxKJJmi;Ys*@S*(!vikfDXE990L#t8S?%ZAsoGgRZJ? zW5BU-#6e`B&ls{DHT)k=g6QGs=>FgF&jzO7$Hy8dzu*2DPFU3jZlu=Q`9tQZR}IjG zPi2$t*CPA-;z^|m;Jc-!9LYLF6^L57Xa!tT({Vq6J@&Eh;@?!4Bm8DCs?u%L0O=*2 z2pAka3f{q}gz2j&l$Ng&YX)j=Rw&7gfz)7O#t)hsqQ#zhMB;FOKk zYrZI|H_RIorX*7ac7w7#j}uy6KV>eCr?69@8X!0QOm2M1$iL$Ew{hFy~>iVt9jEU96KAIj2q$3GJonnVC?W$)1YH^cC4Z-?+ zM>-LckdW=_r?qUhl+?=V;?`k>NE98a6aw?x>`2VC;G#!F^0e9Iq<>dF1f+nXL;LlwLVKCm}h!*dTX7%?2mNgo6}OLTpP6ot^@DhD^Y6 z|Dx07++T+`$WOK5U%GI##UHfLqB786=;|Y!p?;aaj}%`jR(*6yCBw)QO-h@(%ObeZ zNje$t+)9QVksYGe0kY%3JlBHB4a(LCEtAxvV9}9VjcT={c0oS}(HGuQD4@SLs@z^= zeAZX

BjO$@$*+S>N%21>9fS3`$BpPbl_mk#J)(kS3WPs>V4kN!J6K6E=;4pp~^R z3{l6PvApHjN2my+w?kgXW~I}N<0Vi!HiiqC3OrIkNMT34bH{9-_ zE)Eid$0e{y{P*I?;LP34fRILzNsV1Ez zEys+)1W4T!MC(0%D&X3rWL3ye7o!ZcK08Hd7maQ&bz%?#DP2iQ32hPSn$nxPMuI}x zHhY6U4|GtZCi*Bfo?ZpRAv8zTB=Ve;A4Rr%;4!Y~Vs9Wx%0DVu7RL`uaDODXQ^=@y zfSFlz2Zc-s<}h=y?0tvvou+iZF$PrOTeb-F>`u8AxZK=zL~XS6&a&gm3lg_rG~QIA z`4j3-m3lcmRZ0jf0~h^Y_{6-10w*6KDD?f2a509t43tr*UYQ@`cNyGCqAUO3A?Xv^ zFG=Um9YcfPA&CU!rN>;bt0y(IW9fM{Hmx8sSInZj1Zn~t9LPaJ~N{gjg>Abnk$Xy8_|s&!DQb~GC`aL$mhL+7*%jU-Wwn0hC(giVl3k6 zGgY8CmWKg%$%nuLmT4rhrb&%X)}7fri6voVHtbdolA6t|`WB%UH@!8AoAZ26z5OHl z@q_Y2c6O=>8cAR=hS~Fm3q>^a?g?&e&WPo`KJ0N=bVo@~RA;;{nrIujV67X*7=h+$ zb$3X!yUG^IOE2GLCTf**h&f9t>q2R03Yr+?HxeH5 z-4nZtsB#QSHI+mKXV%0FyJ516<7%$<(W1G_*jP8@(HU7V0lHl}_Aa^yoP|m(=8po1 z*c<66+0{SdAyNBg-zKsM9t7&4Hk=ipNC-tYNn5Q;wKACnakHwox*Zinj+eg}emzbl zPaDbCvvUMDIbcPBR{BV&oIF1Sc@Rm86gLgbP74`nXwZB%XA; zKzce%30Yg6pdhT*sQ3l#b9=wIGXzIM&|be~&*-S)92deTWf^rf6Q`sTSmAhv`4$@O-{`lAPYo*;0Mc~PPj`{<4F*WY67dItYKZY=MQb577S2} zW(utqYxTEPO;G?`tXZ#$xEdqNuXS0xQB_Lq-6639TF5O!LeAAOS)Mg5G7m0zo$r3( z1#Z+)k72X%@|`t_lg~(h zT-V0?3`L&eNoV9r-Dh4!xiPWPQr6^(he63lSnpuYyk{ek_UyQr6PQGQ2P%O+m%S9h zotu-TYS=H-^eKBbF|45JbWl$xoHCN=%NnOBf-#yhdU#cv+HdS!s3M zeT;1o$$w@6WW&!Ej?RL4NYynr6(Ld>2?I$msQp(|7{rcXvh>O=;(xky0wbjBPQqFS zsV@J(8KCk}eBBx4ey+p!tt|}OhzPCN0jRAt1M_~daIHh`y7{FOUZu&17~Tsn@I|Tg zxJ3tPO{ETeiIaA|yG@97G!m2#N2T`lWGuS7xo}C{uqeEla&BOt-kFD$+Bn%#8_m3jc07^ z>=eAr#Y_K9X?XuW$6~IW^`lJ;J}o#_KxnLZb_xm-X=fyL(oBUAa~VO&M?iz0Z}UV# z_mMkvYqMjELD(-&!%EOFb9kcA`iG+d+5$?;KdpM@U*d04oM$1x9R^4hQnt`KUW;+5 z^%gY6PEzyU5pJxtCvqkwC7Aov`rlm@U{_Q?inKEjLh~@esO1y5A2yS{q!^$q)R#@B zkd-yr>R)ZT9~l|&$5BCzZ%KaSgK=18OI$Er0XY#z#wTXr{gua$ERanG(iRVFf7HW=K$5+de4<#}YScrio%6^8Xgzn>K-^ zmML~d^3d6#5P?#`ZX-DUxD_0qBXXix`!x}F4mn64>VuP~vmDmCGFi>f^{0LFC)`^6MGg)^&ePvlyD}|Q zqLhD_(m*Wi@*HmZaD9G$@vG2JF+XuSa2vU>=soiIgIv$k+_Xu+khc*T^T16WCU^rl z5Mx`v&2Sn0@g3;nopX{65Fo|*lpp8OTm;F4^q+f=KbJu^Y;L}E?fa~Jfm1@bBwfDm zW&v|{DFRo1D7?m@%%cVPi%DU=3{z+M41;|g0xXesBJp9xDzbB-G?D_6#*(RF{JIP> z`-^ONbTU=e4JPLkU7-b`2QFlEScGb6XDT{dUGPhjMzW6z#nkt=_7{dydLM82w65`q z?&?)CW3`$ZoET(NA_S5W{D{x;m*+GpGwA)#veyXgg`kGBnsc?1oxQ-*XfUG7SM(z= zAlsvIgb&#=-P=!>Z5Z5SAfVnYGSA~gcE8s509h=*V_C>= zx-+rtioTYNAcg58vMr`-u7B%4QtOCsBB2Ru`DsOH&3RTPyb}?{6b$6)K`TAR5t@;> zq~H{j57jM;-jNDS(ms|$kp>1GU#!21XY|uE=a)=xNHMw+!#O>PSML6g6{0`Fvxpxo zu+gpfqSj4jxz4NW_Vty_#ne9{ z1&OyC?-76d{KudE8FR601Q=UY)H{vm7%hXLBmw~2Em}i!nF(JcxJP0h7d%2d=jFP? zs{Um0TzJ$)VXkN_fW0^LlE}~PwSs6MQqq;}ieW{w+Ww4u5LxXgLa7+~5)w}llYKAj zi^j0dvHd_b4OmA4lZ?s&g4se8g(P##8U(T}&_JFh)JU|&_FGidOOy>s!kwJ$A2s=& zz)F6AL-PBeLa>JE+M`@$EeA|yc|}rJ32WUsiyg1t7E&N@ua4_Pw^w|!+a6_IA0?E? z?&-3!F*|Z6kzNU1Eo%6@?D1r4)R!Fg{rtbH zT7N&Bl792|1Nw0L?*^RM^AzK2OBh;Qo_4diN-}g>W58=7?(;HALD%PWp2xe%xS`ay zE&Fo!?Q3>Biwih#b>P-=wNa+~SxAZ-73NtY)sWcq4%lOz#AR*p*++A{ux+g#@jfBRRz7P((dm!QCr^u15BXvF~&OPq%(x3SQ?S|H7* z-XR&;!Dj`QG8ECykrC!ytL^)gNAT(mgXbNi7ZtT`e$jZmeRB%?!{XA#Wn`G|ZyXXg zZUalCPg)`(f@E0YA-{dSRCskBcl<3}xj6Nm4*_8qBnt9V7_qy5jl6f2K{p;>B17Kx z85B=n<0{h%-H_}9g=R?>hu+5x&?KxbHf}%lGB0t^xIA_8%ZgnoUSXfc1S7!>6{n~f9ZeyVTi20*Isfs$? zh5P2KQUTrjE}nl0VSkyTu?H-*O)L@okJ{ z`vW@hn=)1=b`3l;v()5t3w~}NjQdO}N%F*Q*K1FbI@?WhDI-$At6&#{i>_-^#{_QVB z(S9AHHgq(>>1&DMmP9Zzg} zr=fA4)qpnra~k?Uw49rNwAlfOD9*&8Jag*8JD_sbrBphmp@ zO;cQ!ED@hRY<-!R|*vZ_C;J>xK}#W zadcD(!a=Qtvz$J!R;2fGx7pUF4`M;EQb16N8v9pXhf~aFE$5zuWEZ?I3F3W17o=B0 z`omSf4PqAOLscCwQ(KV7OCcwbhXv{JX$|$y;Oj5$Q;i6#PaFu-=5{>*!@n zxFd~HIJO2hrxaYgu*JB?cn6ksNy0<;-L3bzCvR1#9@J!i)MCBf#m0opd=eal}K}1W^YJV^-@+ zb-@%p<{{dS$Pa2pgk9y@B+t9MFH7{g@qGd#hOymr=O@Yw-JL+r;d~u~4|GeDr$sSo zoA^7Om6`AK|Ixz!VGs3xSyrEl{$*KNZ0+r{{c584(a-c|t314XerZ&xONwl318a^* zcky6ujcn59tUYGi?JxbWR*5edmeel-4+RqYZ5(h$7YDTb`EJIa7Qyf4fjqvSamNom zFL*tUzlubEa*IDn?bfe3P#o6MAOA-?<&FnfZ8?3A8ie@$-~V~Cz`tjX`TJVjOztXR z&VB(qednk9_K1MCsURZ3h*P~KUGNsC7!7rkF6r)(W2vc`HhtL<`fNU0q2KTgJ zsV8BdbdLO@gNG{YmkhRTKMR3B{kc=pAqfn+wRV@k_0X zGqnxtyvqct8DNKm>odEu))pEOCtpo+<|-S9-+~UHBBca{*}&@l?#Gxejj7tCQoj{h zz*c1DlHnf(r6_i2RJy_(@#p7EB(u8i>FLNwU>%U(cnPUn4z>eFwaTdJGRh>_ccmCL``dnUs7dF!YU8~NGKuXUzoVhmKjj&(i5cCz#2n^ft6kV)ZKZb71<=k?7dTl7& z{}BvqJXT@w@<=jPFcNcJsFX%x9d3A(6n&=^P&aUl{k5=!G^(}7;WFyw7JSuGPn_GQ z0{ezd>z+0{>ON-Lzl(uKgh1eT)HG{pCPhL}_)|x_8RX65J^QeT-osqSr_a<2g|o5( zD|^F20+e8<*ViC@s}qPp-a(foNF4G3?U8oL9zOuV6yT01pGPG9hvFgc-#y9`M|266 z-%GC3_ovw00Vm&B&U-y0y;`!swOOd5%};oTUSC_z(~0wS2_vJtg1INcZh$kKiTA|X zgy*38G52z4TwZ{;dLiH2c7(YGa#liK_f!fo&)N(M-uIgB7w8E5&ErD;*#GTi@Lu-t z$VA{eTvVKnwM7V4n!9@a+zj?5<`4$rY2k&TU@wGJL=z0ihzj|c=d2d-Y}4?0AgU%V z3qNAIh)}*Hi8=5_4{NjtruG&N5&z6Gjhp$~0FX)+C`IWBiKUlrT54KxUdF52Vw>dY z5Qxd8Hy>aMcc!Lk5w1VB2<`x+X@z2Q5P|9E1)0yyX~W-5(mh9MT@IZ4D(1r~sn826 zvvfl~S|~VrzhvVVi+LwPuc1Bm+$)1~_l>3>1v6YI-N|O0IDhy@qQXM>tC@yGS3~B< zEhGRf!Pg$cs0?KH`xO#oi#|~|0p>-V`vi1lin%W*rFjw@;e&p>3(&6Ae{Du(kd8*7 z{xXRoF@=sJydQ4>1$z<{?!y=Phxnu#n|1Q{R0pJ=@ODI&{iCrCh8wj`c<$Xn+iyv} z4~o`~y`YuP4@kS=b={fte4^3UXaRJT9}9On^eLWEVu|?$Ar=WvHF%j`J>eXZl1W!T z1vpOh40C#rT2{=aR%Wve4su35E`1bQ4=}6$>eH zRo?Z?p{wD8g{!%CidNA(urL%L>|@mHCV9Rrulls?semW_$$sqMYz{Bzi-q{}6~Obc zj|-zEtB+er$&Rrdbk;rXJiT}6YHR>%5{>P8xzL^_{loBmM6Fb6a5YdbX7=dZj2QP_`IKO}Nul3fMfOZ>w}a+@gD?Qo zHFDYf=}HKSZ_O~Vxgr9g;8*a}NHvBZh?E8_IGg$ZgR*s%dbeqQof_vKZeHf=kIfp` z876ZUnoVPTaAr(ARS7}OOsoE#l6H~m0b_SZlJNW;f=`V&cA(GyA(9ol{3eps{!1hi z%^vRT;k-Hw8nsF6Apn%UETLVe*o!X`#P-7IM^S(QCk*$VxMCCUhLQ^ZM8!DO2a%60 zKt%AY!s+p72;{Y>qY#Md@~p?$0H*}D%5G}zkRB>)WiV`_Qv#E}nT6E$_f-F)yyfGa zS=@-bl47=bd#FntjkfH13fn8O1PX9^{5z4v37M({yf;h;4bX4oaB(0~q#}MT_7?gh zlFf=2iZxev$c)aF{8lSN-om=YO+blI2m0Et3L7au(#AWU1wZ4;(uaa;7DDC1_NyiD zJOvQ2c@s~up^Ll8PJ zvFjrG(j4(PGU+K$2pZDFD;fXsBPLCgGn`LjP^@)|clNK57ko5@55M|FMTBd0!rgta z8VtHf#wR57m|l=T>{@bfVHM_+(~8&ZH*Na}n{r8@#2`&o^Xal}|Fi124!Q^fohKO5 z$8c>*HY!TNXU2g`ywaxbwOZs^CAMS{310#eFBQgwjOGu`gf#O*Xnb8E2q*=P2A0d(9WsC11z8QB1$qu~yR>8il}s z3m=sg8!glZBmk!(l+>-hVKWE`4%Ww7sl}vy-X3E`;6p|-2$z7B>%;w;XuY^klaFrR z9nWKAE^)f&QEp+(<(1YhfB0_gYpuhW(<=X*)2_?-+4DH3GK?#g?6eC{Ix|_`L$()_ z$k`1-ey$uc63DNk@dhj(t??!z!5=Eb7b>LlM4I4%G5y}KiFahR3@`K3VxdE*K+*-N zNi4ZD?1x9zu%oLoBk&w{H|-`XUi4!|vV*+!^a)-NvhyjDi4=#1@Vl*M1o^z8dFHn+ zC8R~{^-Y@ElpF*n1#c;U!vvgijj>|}F(N#6tM%R}XGbG#pXfT>kwiwX(bbKbvqtF) zMEm7a&8pi~QTOChe;5u8_cQak-_I{KXRkY$J7-N_mUGE_ffM9;I-ZUU8DV>IA|;fh zaf=1^nOBaA&jK;sX~3cLhjuU>j(0Fc31gFnc(DLFZQfW$(Rq+ZnSujER^Ul=rP~)V zWirKUx2ToZ;3HIdd|GV}a7P|wh1^60fM18L6qGontyCqI!e3VMYw;6!hO5cZt25ff zXXvsjb zzfRNIGn8^QCPR2ooBjNaKaa_SRuwWXOtPN{oxEXo8{Jl!0*4hQu=5VYTePodh@+gk zf01yVheM1su;BcDp8oqNAFSmMG+mH58ysPiCQcPvYJAU-ZFEPZB>#x=*YkqpmjhH@ z<$P44`TYPP`RxZNBi#FfH?_$71WEzuR6kSCwfJiu7LZQCty;2#z^Xq}C4tq}+xGi# zXXb^z9jaV4f5Nj(Tp9Js%3W}GC`oELaNuoAKrq?mWMC&peiy0UG6qgR&DrAe;gVBe zLi{4FVtP&yk0!V5Ef_z0TLj*drOgF@B}yxZTK()eHS0a!GJj@c<(IG!14xC<&2P|U z@Ei~Q&hZRknAc)*Th(AXdwd=5Ps0mWmCc{Y?$&cG@&U>$*| zce*10KBQ<8{en6=1lI4?sE|M5E~^>)xx3!=qyQrE4C&48o7if%f-UYFdjfMb(X>0g z@A(bhXPq#zzn(J!fG`1plpmph658(v&0nBaL(Yd(TAOp7`gI?g#uZ4q=edpKUw5@G z9*BItAHz;&<#z@sJ(#3_B}cVPwn*#HJXo`kWfbq1(nOW7_S=YB+JKqmg|U2#GE3SV zsCWxF#HAJ2aKJ!3;j}FHT0@B~i@-qdV}XWfT%Q3t_CZ%n<3x13d^s|57WcHZ;{d$W z&67#yMDvj$v>^#_?+?k3LsoWWbB+e)^T{~L>l9P3#nAGB2zzx6SLE>wP!Gd+f6Z*Y z{-M}`fmG+(o}R%Yno`O(rxsc%$%P5PF8pj_7nLBSczeXrY0uM8J*ZoxKtcENm9^3( zSc2XC6W;fRxP>5DV{y5zz`4KJn>`vk<0KcRnwPP(Ya30JPI4!G^?8aVf@ag znEI`GPg+5Go?=U4JVEhRv*F*AE7Jv6EeHqrgUZ;W*D9c0>fgejV$x$c=kG z2SIVqcWXY;!T8>;6bkRf{`!*u*eMMlJ;A21z!wuqHnkhX6>$#a?EPYqSf4%FN@l_- za_{mwjT7_Ouz>;DlJR|FC@18J9|+miMZGft6-fDaeMrxPsS;QzDUjtI*5nplyoYE)VWO!sU87N&* zr8#HjV#J>_=ZGcmFr)<^p_b&@oi162Gze2-bM+6uMCAjF9 z>dU{Q$A5kLL6IO$N`m0CLma+Dn|wfQInvW~zb9bh(Eoq?o@k)2)r^_+ZtHKH|{f35nxrjk?U`(bD3M$)mDIe^C|sb*=5; z`M86329ZJQF8%RsHHg?j9Ubq1lpNrK<+po9r#x$K@~ZEE%aNk%d%Y)BHvKLruC$^) zz{;CdavZxLJN;iHyhHAoTtDpY8n8#t|vxJ+g2C_bO+PIt;VKP&M5!S8{)y4ib38YCoUGV;)(QZUh#k z35%_oNo327yf3g*6CB$@iKkX{;|wgF9ok5o_9e+l>2LqI@N4C)W$ zM7M)FpbGo5zRnXVg3Sa#RJ@xliT(PI@T*zxsG73S44_RvnE5@4z~>f{c5A+HQcW}v@;M=-kEev3l3Jm*U+xqB)ZO5mKt+j- zJ?PDkkxef8p6-@hlj3*pNS^*}sI4$Jjp$qoIYc%+7?3Wwu{uqWtw?a5*&?S}C7yS# z$hD?Hmm-lG8zOPy#Nk#AaX~2+!$SCDbsj=1i`e;**)_nVM04Yd|6Ti{80wbt=gn&t z-;=AK4VJ`q2-~guBJy=}he1cC?>!mwkomog*?FvrD;_Zt-t!n_40q(mvl#NME{LXC zXj{5iyOzI;8g&~?UE=j_*uGW)vrZLQJIjxTsaJ}uvV~X^etXJl2b-)5whe=!Z?7y) zM-H#Wym;R1TgclfwzM?xzzNrYbztD0w8l*2X<@>wK{bW%WZQ1~2?DvJVH_gVwLGGM z99-k!-1U`@p27u!9CqOp1;^D;Qk>f)Wn7U=lpiUWWe;Uo+Q-7G%>O7GHq(N}ec6!X zgF<`IU{{)G$)C4N0F3BMC-0jSdwiVd+smEn{YG#wij#m{=?^r1Zw5+m60T{ArS_zQeZ**H%U0?GSq+eg&R#~!hrW}YJ$nIN>XUv}&oZH2S+t0e<-D2_(_}C^J90hcSkvVadqm|> zU_;!Iv+7>t`gA}e{f-JtVHIFWNh`9tbpe%NlKpHi@7;uX*ZIL?efu3>`Z9FnQWi~w z&Gw~VQHesY^UEa*y`;CMZzPS__%q}N->VJvgj|O!zL|nwJr_(#QvcS^;K*xif4L3{ z(M7b9PmkokgE$dG1lZ`k`)D#F2D>%RY11CwQANXcWR_h{&pnU}vC;l?dPIBgd;0M> z6W}*h;pNQQPulkL#^#1_iF=sMhi0(@^L-ZDR`5$l)oBHAWPt6>(PyofV`%R;=sm2H zy05d+X7(`N_wLxMG}NLWH(b~6?HaL~t>?E_Tf$-dE^sK?qCt(8Y-ieF+!~{ro@7Bk zXeSC0m>f|l$G43;z6OQKY;CMMAeDz}PglWydm}m@K^EV%B(m-KB&3(n-Qk$6H^bwB zglc3A+hj>*PBu$Zu<;|fX!4l;w8?+%{7`|TNP+SL)Bv~s66DK?^DPBk;erDiv6|=G-RK(rlt|L`#%W?u;*@Rq?Wm zA50rsI>&Y5jQ3kp!pUjt#aC26&5s1j+(SGvEg`U@jY~!hQg*p{{hduU7)C7pL-VzX z)t@n2$t7t61u!AE`fNI)HY?Ty7aaArE)~Bg%6zKlSyD6~sR(nRmp_1uSCeP`k+qB& zLGzrTturl~CU;ze2Ke~2CU`O4P<*XvwA1A8wrF)DsH~K8zpGiHgtto+Y;P;*r~8`9 zH1c7@g#J*wzgv%HELq#MQ1`m+xT4A-IM1mu)hrIv zpNEbcien(xWPM%>;*9mH?3pUOU*#j3A2KNeDSY2haO~TvndJrwz~evwZYgBNSZIWa zntNu^KRZscy0n)o9)An&b=GYb8&@6;<7&_Lq^BXw><4Gfo_?Iqw=QDX1=ZW1=hmpp z($iIR=_h>S=3iSqhiD2UsuC<`F$DaJha%3*VF= z=&z9IciGRd!zg z{7!qnWR~r+rQl01+C-vp#n%*(?ca$TkeB5FK(0VbPDt^u<-0{=82FZQGko#d75u^? zO3ZejF;E=HL*#(#WwT#8Zt9`ROadq1L;Wg8v33IF|4O+F zu*s{}6KX~RninZNf`3ZcO$L5h4a+uhM5i(a_eBpI=r68WJP^NRkgp6rH^J;IyR1)3 ziRDF}nz$RF7tL3+)owLdIOI`pa>^@5J5Zc0<} zv+_fwu(7!uy}kN5dqI@Gd_ZfxR{cXZVFcBkQt2A)l)u{uiH?qPpGuPwi#9w*9uteA zh416vDK5}bCciATkAK?9O;K2*>J!SFAyTt}y7J!IwI8wQhIAX>#5m>|OeQM{+-7$A z`f7QiYB`%S}9pLNK-Vc&SxQC{tvYT$>#5R`? zhcf)C;;B?=vz$Ri42W+fKkj=_I zD9wpHVZK$TI9Ifx5wPIDO<@Or9WiBVP^UHmgn`N>EU;!T>G89azj1l@3v7>f8s%ir z+|gDJqbYh@S8Bfg%u-0nKs@Y>)wG~*tLbT|g2(C;r3e2>`wv)MN)_lmqqIGo=R57S zbbdU0=C%j&TzDg!w%5}cf%|zqci2|@Wn_mZ%wHTsueu?b5sKl}J1ht+;^P~Nok_JG zeD{maXmy`c%`fHY(HO4^krl6thk~_txiAFKdrF&7vs(cQr*gY=P`MfvDQlsYKLc2V z$I~V--7Sd6zYQ{YfL(9IHRkb0ldMDdEWfjAYunJ9%idTLo2y*u=(7`+MTm&P6@gw# zY^VbvUz?9Yfe7EtUOn!&PTxbhgErkUBP?7=i4@UnO>}d5S+zM|o^Dxh7r!#fOkKBP z1x~XU4#{ zZ5%FEtc0%~yarj%?i5YryKo}rPBvACGVYaY;L4FL%9!fbY3`eqHJ`#MU1qWnQUGkck_AgJrf7`-5japtB z6`%7k7A5;W0{03}<8A+yzl)LMJlZKSG(UJCFU1RN)YdG{0hF)p9s<2|!74*Q4`5QN z9zj%;QU(&n?+$>?d_kd%_A>BdKN67htSS%xR0S z<)fw*g-BOFFVt}1mF101Q%{Fa1p+D$i`M+@`!_?Eo>_$ZnSCX^=n*_Al_M-tqzjpGW<)@Z^<>j+==v=&haT~sL+-F9+1G0z=xq_(g|nlr6>BmWCG zSFBZ?GqJte;}R9|j-@+@1zr|TNco>49+Dq-fIu&v1jn&wljszVMDo>wZY*oxD3ddR zdH41?GhUgDY2kY(8g}h!$d7~to1+pyIl`#)PCn%!Nnp(6&WaF$*3*8l-&q)=hVhdA z(&1@@F87OcON|zH0(zGq;!=4PTDI7AzfA{q_i~Vxk|NZ}#s)jxV=QDc`%C6Ub5mh%YCN?+4+I?HmeLA% z&JHVVeplQG06oI%Njz~3z{h5kF`%J4!`+_L-sWTXD@(;}hYzfh+7uCkEui5$JbWt{ z@dw2d>uvQl8O{|MD^rFEl@lw5S~S()IW|$2Kra<|P}}sRPB5;6GojfV+XxHOC4QtN z1yC!kH^1~_?7djk$Mt&RY&ORwUZ(fzf0A=OC@>;bN``>ufM}G22v*$>!HC4Ve>}$@ zB>Jmn8V)7$d;sb)StGCVj~D(YaEa)NK#Nl{|h2i9JZI46Wik^jTwzt;o| z-vkAnA)Bhk|9O4Czaw!1trwDRk`wpuI{vYIX9!A+qMnEyHS_Iu$O8EZ@5shj0x%@PCMW-MC%XR{J2pD`@PV85~LCV|^K6Sjmz>loK0{+WHj+!LzLIlhu8?Z>f#`m~4bXaGNj=r}t}UtC7ZsQJ!>y#k zEb4o5UeN>iAo!2g?hJ9U4pnvM&c^l}wA~ygoRD}95zFU1982)OPks372JI&aY*T@& zUz@)6iQQ-hLqY%W8#X~S5LA&0h!^Wa0wI|FVvBoVgL4>0Y|er-(2-`R5K6Il0fu1G z56_fPCBDS?!H9dRl#Oq2P#d^O2M+9Pd|uO$wil}32C<%@yp7e4TH#AXzZG$AP_+0& ze9*Jz587|->MpR()E)grd)cM7jAX0QWd6I1s%Mj9=c-zN+08GFjN!0Qsj&|l%$Vt@ zgDc=RfHQgC9;^H-9zmC1=|_k4l1Gg4Fo@bU?C6j5yLxd4%C*g$28bLezF)=ogZHLP zIna6iM=>u{&3ILU*FzT>3gFcvzbG{0q$-k*^POrb?r$Vn`&hj$|<81{j z%KL00$*Qo}B|6X;o6uKHF`8vE84!Oc12^s^8XF!7uMta;HNb}CH(<2TM=&Obm;y<) z(1tq=+JhNMT)MbR(PJ_ z&4Xt>N2si*fu4{Wl$2qnnyR31VJj^MS7@_XdbDrG;xNm~Mo62?H_s+lZN)XUby4v( ztH*0KeEz4~pj~wt!+5L#yz~}?7UZ{UJ#Lv)2CVj=X$pSTK<7kO=S69n&n;|5tm7`R zRv9h9avXfm*E;bf=7vo1=ESnuzq`;}-?52< z)ww1A;`Pqh=ET}Mxu+7J8R z?ucOu?DRpmImhtvkM30VmCC|nH8wQ zt#y}%2fi2RXIE29dCf0RS>^T5xChX-T4o}gTe~N&?={meDC9ncK0B4z-b6bW^_c`# z2nIgc*oxF`Y?oB%T~uM?)J6>S+W2%+7An{JFheSTwF5Q}^iG4>*VD6n=S8_!zD&W3 zb2Y7muLQQW+;A#PSpPF zw0PDH$TEii4D1##S2NDeM@>9CRW}JDhpIy>vaid$!bmEoId3BQ`OKkcy4s?w* zzq=yO)|pXvQW*BGbbdq1ONlV790QDZt8m0*L|m>_!xIHQ?18`s+rE7rD0AgJ$Ws`v z_uXDw50-lk0Pf9zlWM&h)saom6nD|if;ko0wL!nycPvFpbHuKy0XyZ_ZNPu=sGxQ4 zj!UNffU||iJ$S~bKIZ8h^tceZ-vQ-Ftd~~1S6{RaglwE?*y?9|=qH}+`0lfj<}QqJ zxvA%OwjFmWEys6pXJ(?yH+oAHj{~x;JhbR04GQJQO@460CHbm|lI^TkmW<`?CjpEm zatotu8!mkjUuPR(J9MT^+eSF;$`UiHgU zzIgd6JZFT}Ez#en?Rw*)Vsjg{LuYn*_pBAE++Ju_;uJ}{eZuQQyg9Ngh%h?sz(&Qi zft4I;={ZCcNm(0u_jKyCYqPar_26k8zjA=st?*+ppW=41c%cqHEIy z=}5mx3;w09GQbE zkH3&H6y0$96|;$jdECKT01c7?GpC!q7w)H~ia90NFrPc52J>hs6*qB{vN(@!6wMt^ zt6ZP}1f(D&O`s6uw6{#qh)#?N~QE5A|xZIS6{ z1)k=jYIW(r_}s9&&Nk-Sq~7n_ajnfdQ#L|<-uuB7ZE*YqfC3`JfwO`4%9qQ%Z%E0n z$*lWKv<1cbS*-K)MNVB(-Zdu??-w|#S1Cq0?jLCrtUToMeEn-nvYhmmzp}piX@IUi zM_X zg%LC-muJ?nZZ7ZISw_!Zn4VWCz6-6|-L2l>aJ+5f-%kw(!GP?|)^Su0>XT+&t>VYD zPb5NyFrjnL#Wo~>&VK9{Dn!wcViNU&z?W{3RCY&aO4a9*pRIn73Vuhm|K4TTieUJOqgz4 zx*w1n1AOnQYzB8T5hgObR6j|fkuFK);9O;O7TM4XTcY{E#yvjLnsx`3Df#WJ}`JEER+}+P~zbJwE$`V*u*vV;-~p*e@1`M04`xi)zg|zcUl*bY3p;O+76RVrJA!nJ za@O6!&K)V0;?`cl$%=WxEjW-O<_&#sW8m1GCu_qQ*#c+>syWfO_Zp0a)5Z|;{R_+z zN%X85{@z6eNDOyd>z*g^TlspXF^YX!E5^Yj-7jxy24kY*`-HW7l`%h?5W5f`c!(H z3gA(v$835rsdz3GDnqT3Mliig8xkO2dv6EJBGav2XoOm^kV#?rZO; zknjloiKt!Iv);TPJj&Nag(p!rV;UInP#2ILaTX&amdUdX?_36X$D_db1Q28p!kcm?=H5zvIsb-*Gymc5E=@UD6wpePgE84(%L6sf47fQQIN3kwZqe zq39|~$?(70t*AGkG8u~)S+`FdHMf3lQj^02I3k_17eTTg%W z;s&fS19OH9?Wpmy+l2RFRzhsg{qD!Z0CK6L7;9R)GC-j3(& z#9Vfq-uIA6h*efL%g>~3V{5L;=}Qohkf8QNKgj(!sPY}p){9zd(Xy5(dpr;!M^Cj zCYd%rzE;NP4U5DI+_qW0vIRxQ1ai28H4*OWOUL_+Z+F@z6K>4sXR{L_p$%EMPt+OK zmFe6DhmwD8W!SGLEn$?!eaGup-j<1*I&yxNnq(Y#xs)M|C+2j&ZL9?mk389mI=)5! zLkCVWzwD!L$*}H$Z46}-8m5cN0#&;oce?EFh2l;1QO`Xfh7UI&ti@Tv;JNTLTm$^e zObchU>JZD(AupZVNBC<()j9FpAHl}i?1_b~5va%k8&Ju2ElQNQ-$PFK?lRN1Fh@Qh z(n3UlN7}W2vQ8YBpm7+JxsMRaHhtsniWE3Py;Si28F1Y9kN|7+6uvgdo>r>PKj>?P7b&{^Tl~T^`#ulHfSsGo z%a>PgSZS0R9chp#m6`}APxP&-z(hEIy9?&gGZj`khrIQCN@wXij|zgeRF68eB`;Wq zJ5~F7hZ&#WIJ?me@Md=g`m|IFRMeBge2D>DKuLvVC7Hl-14r@)MZ@vBZGFQRx`q1z9 z&+51$R*Z3zzobLKk^9a6zP!#Wm5`k*V zI%Kp|I`l`6c-YU&(QCEOP?bm=4VI9qYF{$pE}yhPSj@%GKP10{3c};-vZvh7(8QJw+oUh!@U9R5;kXqK=*nJIV4h|G?iV~NkIxExWiAwA=t}7b*<{P_18TV4?&f{9M~G8S zFLo})9}N;N0b(#QQsEqJ@#z`9-q4N=Xd@8_+K8=kV#b3nMS&FUi9PkeO47$%^jrjW zq>fL1zhB-W@xX0|9Jn2VDH%i4f-oKYZfpl*&_d4?xb8U|xc3pz)wg?d%yeL_0q*_j`b@s~e1E38gDRo`&Fsi3UdP8sZ?IqbYt>urKZY7PhA?^lqbz zTLT}|(yLHA8=|N;Hdl=X2Kx6D45+0Z^LRl9don#zbEb~G=5~~`qjn0t_!_Aa&HTQ^ zH>-@E_Xv5GZYudcG_k;f=l+fA!8$2+6SKg@2_9r@|rdzx@1<7wi23O?QPYt>ib1u~<0;wJo zpY&&b9QCsiNW=Ji$-uI;{kj1f4?%*mTXx405UCYrJ!NG2M|NjiHZ0bfq=R4Srm2m% zBd$F{IfC^STyv)Rq{mgI>7-W}^^A@-Jn>;xYD)_ZAe39PUJ~o6I<196c1-urfG0@j z*Pbh%YRcb>(~bsGjjy=S1rM@z9m)vrj(G{b(w6Fm% z9t55pXvB!FAk*r3$_@#|R0^aP+!)cGHiWTpnw&l{GPzm_(5)dlmz_+kH1@K4o|DMo z^K7IoPORb4@uo}!u(-c8fI@qyECQ!VejhJk-{SVBfz_GXoBLU#*20)VM%Db1Lg5nF z{%7zZ#FXS6=g%XBmxAc=5)V7GWCnnx2wS7a4(~sy?h+g zi0&m;V|wwo>aa(GEb{dEXLV_RB%?gaf1%xgO6)6YCiug~NyOmW9Xio}LClR}(4c@_ zh>-dR>3>1#*Hlo>?)zzjjR)a978Oz_?KT6@r5$)?WnJie~Ci?F&9zic zzr&yZAnMyuPU3BNgg#J~TE7C;~F&;Jk; zaNQ34Q1|Ch^*7gte#jDrV)k>Xw|D;n@9jdMd>)A5U0Iy)F9w}UK?4SNNd0>M(sqXm z(5EhDW2#R5Q7Hf8C9$AidP_e>P67V%cO>BN4*=4KFa-a3XR+qL7&Jx>ZT4%bmw&kj z|9nqqXNuP=Wi6rV-6-@obS}(u{rmwJ<*IB<;>LwS|GUYKQL)Tyb4Yf#sn;>CB;WL& z$2f{F6JcnWsW)8qUMH4R9fctd<7?T-!UPA-mC+|F;r=$eaS%zoTq&y!K_hZ1sinc> zZB*_Z&_jTu1gD*%2SeN<@a7Zhg}1YkdaqN$$=#9|qu~pD@5eDJPU+7@qEY=EG`d4C z?Nyi8=sV45hpAyt8hSzcF*#TQ?^@%&opz5Rfq`JywF-f@!vV1a^Xi)c`Jr#=6ELkH zTqGONuj{)Npou=~PZxZmhK3$s@c2`FPZSLX$(Pw}tlaK>yotYdoU)GS>`>{eP=>h( z_;)4Sdp{kse&p^8DSpwS_Bo!at7^ZN%@)Hy?h1h}pRRm6Jhzqox z&3e^&5}BkXK8cu?!N*Gp2Zz*LV;AI6)(hH^A9JSl7D4~Nh49o9n?WZ&DXIPGyVs=# zEg>tyy>kpKU$HQ^zLDhbL3MwbT2rnE3y6JTB;9%?-E-6ZNw*@1+MaUj(YS+Hq=}!e z%ujq|{s<1q+%(#M>kWk_m24mrB=L`v22l1=-$;^|fq3C6RT!@Z@0Y&IM=Mq_st|2l zXS1lVuF~^lvyKf3uU(m0it7Z@<@wQ;{&Zo3%eZkUxW}03=hN(pkW|_g$Q^!*_G?Oe zFJN#pI0VI7>X(2Kys;kZ=lgF*UM(TD1NK3uEZK0h^umIPe83+gqQ7eURmc2ZSv?T$ zO{0R=pbygny*x&hB$9J__qe=M6EFV?O1!5nI0Og#fMQnrV>yRXu@Q_C6L=A0!zr`t zFlgyrP5HOL?kNHooi_lIm;TtT%h1Ka1Qp zl&A;!2+i+2QdqrvBp8{VGt9H{d$Wx+YhU3H?f^Z%a%Be%35B%O!@V1!9vVDkf0~rc z5m9n)K`xhWwZ=~RW$sJHDm(f))AtT77pvPpONf6q_Gh;|KON4L6I=es#pd;CHK|jA z#=Y_!J9+FojeESc@lPGXb;y=`bbd@77X0&0H(kn#ky~7&-BA~JFdm-RT;;rxi9#tM zxrDm=b~ssBIS*&(i-ivH)ywx@*Y^( zE-n2nl@sL%<7!x83a>DTK`MsQ<`k!7Q6UW$_+%a#r%w#OK651n!`HuJe5Ax&rTb?2 z-mmKZ5hMAL{CQ!6V+@VTzONQ`g zuUueXQ$G)Qmr>noA7PN247=kN*^=8g^xJLfiGzh(k6(iYKcNre%cwpJ1{#N%W1449a4S#HYGd#iTCBb zLfC{rrJv+XT<-mM4qqF4U`5WO8r`6)-q&H-j*yb>ubf}nfU##n{wxQJIQ|Rb^Z-81 z0BEHapDJ{7lZ5USQ68;@;KDC?32(BJNWY}1jA$xoWeQtz55QRp=9qDg4MQ9$W5c=3 z9e!nhC6^#?`;usC*VMUSvq6j7IY}19bYZ!=T6b0>_~RW(#C4zv?|0`7Yn>pbFJ{gF zPJia*szjc#Yrns!XJ?DZh^Mc}wNO-Dg@1DL*T-;qBRcZW59<^mzLhh1SJQ>~!?ad} zM(CG3KM*y)R&9*_(9uOP{S8x}<_iatV=y(CR4;kXP%*{zj?AO41Yxm*f0DQVbH7 z#>ItQsU0#|q*T3i@vE0Qezp`oO}cwpPNr$%ZtZ4|f9P9}kx0K~=&3RAtS9syZQv?b z!ge+DpaMA4LfUwJ;Q;)Gx?YI&Bb$VU%OQ<<(1YyN*#xiKOKri))K|uD^z7M79iGTB zm|-Z0V(U94$HL*7IAo>YqDnm*C?P7u*)}p6Fv5Wyac&Av?0xS30Ax1~g(4DHtFF1* zI`qj_*?$kQG)GArQL(b`h*HmC1rB|!^IF~F@_9`v$j*)vn3(1w6`=RZ zl*K+Nob%9CVMVhGrJhPrfwb9o}C^>v$Z`XcF>=&qNTQXD4!?>J+&0)=L0*V}NkripaGm=tkT5l0| zbnA6EtvMABG`7I7Y$7quCgwL&l9!P9i}vP!R2@Lj)-gf=F6sD!T`+A2UXu|P-5I02 zF8c8fbbzNUIR%A2btzaeOdMv7%Kxq2t^4K=$3ABg)Tg-7mnlms-9( zK?nmg*qdfHR%>i;4C%4hvjj=K680|>D}rv}HLW&+e%K?*UXZ2^0^3Y7Y*#MMFYrNX zE+_cL`SbYNWCn4Jygr+7jZq>9@wl7y6&EY4XF4^5wW|^jO^>H>ul%|8l1JO6?C55R zZAeB>;_t4DdFZ;Vh%CJz6*azVOeWxt4D8zL& z7TY)>7I%%zD?P@>OQquhY=wE9MBQ7EMQSb@gboZPmn+j89jOxF%|IqnJkCQ_Vdt=O zY;{BSwZFHUuPg2;H;KuUyC8M?r!|{s=RhMoW2-d7C#m<567ykC^^MUN|4tKpX@9JF zlsNd1f_M>?fo00HlxhayN1a(Oc3ALu1+?O8{5i@i{H%uNxSE+mojaL)7uVsSh%>s` z8ta`;`e@FP$0hlU5eLFM<#6YagP|;8u3j02^8Htx7Ke)(O;_bgrm(bz8S0=Va;Hup+ZN@Tny(5R3p(#5KU+z zE8Rb4#2>iCry3MC$2>G}+|b8O>~;ot*WzTD4^{?Afy1JION{%BuQQcXHvZmzNeJTi;|81WB-X;nPpv)gU!3?D0?yx7j|jLx~Q&0ZN8JCS&o2zI)kCNX`$L+D${H{MS*oJ-up8PXTttn=}A4 zvx3G~70DOoza}C|3#@|^D~@YJ5M!D`$qRW{cN{7{aW4ZTeHt#&*9sIzvVuIHOmR{0 zQN*L5>WdyS|I~X8VW^sVZ^jM~O5;YL zDPNO&EmO)jV@$^0kLMpOXrkC>eQE#k>1*l9{wi&j@1tn55nnQ*L&Cn(7sIHC?56@ z8);6891g&YGVFv4<_$0PS*@Kc)E!1)a7hE3)3S^*VX>s1rq5cs zKF7gL1i3?DhwU#bq(4$rkNNuIf!G0mvn=HV;2U#nc_|+MqCUA%S>#wT6C}QxGhOpF5#fXydO?0Sq27ynmoeX0H1-jO_)@5_ zo`~DbuAaARhGYkl8dz_;lB9$8jLuWSY#xuiP_>;IwTVe}lZl_hOI944wd9NV&vL)) z-9zs@(ensEFXMZ*!d8#9^3Zi%oB*EDY!Q1?p5+<^L4H*@F96%fCzriV-T)G>cJG%Q zNei_q4DEWDI`a%WmU+5QsIh4_abJ%bGoigQoCmr;Ks8b73Pjt6;aO5^Fj$y1RY+k(RN44HFADt@ya$^~8S!D!l$@ga73xWvH9A-U!m%MKK=i%JD-)|9M^e_-`eKF&_CMj-;yNasfEeA zVR=NrgVhVFufHH&e(#I5bCIHiI5^9WX)A`lScl%$OK>{uGO&3`(RcWKd}bb2FOi?> z*qC5YxHOM6!QtYL49$`^KIzX6`R-wGwg*F%sg}-B9ro{h0nrSjq+nJLmEty-`0~l) z%i}Th$62N&pM@@!P`XbMa_Cwra=oj>ftmFLs)p?pt9gGz0J)yL_tv|E`{5_L3;I

H&u@l{Z%wf&`0+z1?HnNLWS*0|9Q*f#ZuuM2;}YiMuS(rvjgZ8 zv9BgbH=1vLHBOUjkAi^l%r!9ZeLx55m0GocH|Wh3=Yo3P;XMnZ z`X_NlDy8zMnPxxDdJE9@1~qorhh!VC&Pn2M>kU4>C5mrhj8<+$>6v2}J6zt+D?_IR|q!1n41c4i<=@5C;+O}d=+HoKBe$0(tc8ZRFoL&GHxrc<|lYaK-ID&13 z;qHW6YdZH+w8aSBml7XVt@ezDe6rxm1q)7ogh8Pdj*F(|k{zjFgvm%sH%)FQuPe>B z+d^-AOW@jmOFzxUqt5GEECYjtoJ~yNvUI_27CA&60_>`g?5Jb$HvsZma3B23=#o{mY zI6i~lykN$N6qjN(d2TE^-ae&%6HhF}06%0~3C&Kf&O^?s<`Y^%Hnpf0ZY4Z!Sk>DS z?wiZuJcgFRbu`ByQHFJ3N-A|;-L!>3k=U{JN4_HV=m#bikkg8%LdMjmF_2}3@nSMf zItk-LuVU5Pl;~N)NE9dAHNxyJi5xKAtn8J{O$Yn5RQZ#7So`zEbT8)Fc{aEwU6?t;=Y(9 zzK%)N+eG=7hI39qqVa+3bja|+kFmhaSSsUN4#c!CY3W{90x6^9-^X*%OVvoy7!#C7 z5Z|wEI)3CO>L>W4Bfcz4z`SpTHNW1o3%ZT}gpp>n@;z=aIz4d6Jhn{aK@psZ7xjw) zf22y!@R|w6bXQ}JAOy`c0zj)X(I-f%!+>_aHBH=8qPy6%zMi&}1j^^|qDogDYKDZe^X88O%5`sr;1ROKzj4pWZ&uz%+-yM6CT ze>Uh3$rerA$-G(r+OkDkViN>ku=>^)A-33MHG4~gJR$o9>1^W`+{V3Y#D}|g2D@DS z?1EAVEa)M=JcE4JHkdiP~n@g}p`4cp366Xrv zptDW%t)GVAD>QCFYpC2XRyRjvwtZLt6U)!V$nbV`=1`j|1fgCKvm%qlLF%6nC)+-x z1>YT`aZPBhPO>cbb;sttU0L);0j&Vd1S3lOgtA(Rf~KU`?RUFuD_tC^yKt$j-(b5a zl&1$oN2i_0lLaX|<5xz%N1z(?Xk_%Sg*E7?4dA(bj}o=lalFSFksvc1YS}Xnl?*&; zL*=4!TVcRG4#wR}BJE5ARXdtj-l4?(q2vu z*3z&^#yj_thcxRssiPN`2z!#fQVwbkMf$weyEBSHuCW(G z{Chj?XErNPvtGaAHWq~5-QM?n@!pA(fp{MB;Y(*IOT9)y5R7rqiL~XbIvm(e(;gv- z-WXvjS9f|Sn85LrtA0LKQ{UP7gPT`qdE?%S6lodxBs$mf%4^6}!`<+`*Z5t`U;k{*5 z3rdN`495l$q)AffYvT-G%tVOx3mvZ6t{~rK-cIY;XJ=!?(+-R;&VEvsdXK7 znA6rDyZ-TJU{sKE`nLQ&1t`>8J8fSSD9l9V7`8qFM1s3!ZsI*Q(S(!=h_ZX7%;zl8 zP1~vu-k40jXWrH%)(=xZ*OVu;_|9=7|F+Sq2qix8$G)1(mzo_BH~|$Aap%~J)w4V9 zZ|H%}g8`e78TBOi?ZD^A%yV|hXiaF}H7$M&&JvpMQ+Wlt9OB#0jq+TTHu?vg)vY{H z8Jdknq;V)f1-0^t!IuxUutQ?N6m5wvN>I<4_4DrdM_RWyZ~;& z4nNrlVQmu6k34)QZ^!D^zXg^EvJY-d38+IFTbf;(mDSW)ti7x&(z^bbBR};WN1c=1 zCB<)1qLjeEilf2$FP7viaE+;GDe`k)y)WEMrW%M>6%mz@?c6_O^quVNY~YcxT?>sp zx-%QVtezA}80sSx9xP&w&G39q6#Y9&kG-AsG={t@R6fD=b{N!m0ZrQ;$jHN_>C;#Z z?PL*T`PL}ZaWlb#{TmL>I;N}rr%0OoX8l6XjeRz>aKJm|{p5QfJ(56GuS8E{vi)CG z(tcEz5-x4EiizD+G<_beXmvU6HcA9pPp zQL<l%fz;H)he;w_-V=pAy*lL(kImuc{;F{n$fun57Kmx7) zLMa94x~?6xC%tH6tuIAt`E&@G0G;ikO}ZP$iA9o)=1&USapIXXHaZzlN5xuML*oQxN8jTo;)x$$g_PQ!$uR@}rcT`%C^UGjt z9C#)Ao)>LK%gSd0G;B1JOiXxoQ%XldrbK~5UfZ1^zjSY@FFBsyrWY|T4t)is(R}e) z!>E&qTC{xLpmQFVoHoqUH5{6xDe~?+2JjgkeRF0r?;BI-?M}POzk39jkK8@VTAe@7 zc7mC-azj+|Cay7#iHRw_I;dv(o^Ngd=3_&t`zsw}Tv)FkkhkHLz`c{8HhlIaR*RS~JpavVp(5Q=SoC9d1~R$c*9m6nBY}=8 zO6qW+%!3xFbdetMx{rCYGGO5vN{Al_@+9Frs}yt>{eWqeiwq39=+2(7xTBy3QZCMxxLa^z8r zc5m~Z99v-jj14CEkVbGMf}x67YlW@~TKx~oPrK(4`^~o{6l5OVxR!8$?;`RAx}4D1 ztFt`temBnk_h-!b(9@dTX+(s!v_{0G=lYmW(QjFw56QWw)&WLH)sv)d9bbRRxR%B~ z0Iti3&%Hlq%`>23^K1UZdwe;rN@bVmJ?TurPJT>ECJHXE#ZC#A3-FzymC0OUNKVg*P=fCshyP$dU*>@<3PZfl$Hm{xS7+W}` z{Vh#EEcz!U+Rw)ZVy(0nPDq9q)GAVDc$IC!x;0#=g5;(=2u22%PMR{7--ocDktC(Y zB87)*whT+mO$F3=x>97qormLe@HW5eqQk@+pT6(HRQQhV=w&iDH-7NLxG~^jq#UfV z+I71gipp5{na2f-T9VlT8PLyNpYus^NSA+nvhkJw%&*V-APHsLf#LfNUF3y5tOetQ z4F8WLKTZcLVoNg<4Xg<*5)hueOO`~Q2#dg@%0Lqdx^?_bO+$Ri5j`g1jl8c~4Vy}Y z2}y)y5CljAXkU|PC`(fN$YjzA%@(Cjl7&BCg*|2J{q-rpd-28}B|dM2?1t$a1ohi7 zc4DQ)PVpiG_O3dLhTL(I??U}L9f*{c!~RtCQhQJz!8qb5_%hG$x`m?;@v~l;8MWWy z{P3=SLE!x$*NY{_{y5-(vu|8L-OXaSqy6d|AVO|KvwvrW!gtsPhb`amF6RgD zoenGd%^Cupa8tjpEgA;IFx?s@iHP}7HV)a52hIs0Xn#!Hw-(#|z6RxR<)}A6pU`jZ zHfT{XMZ)1yr@#<>OcWI_W3*(BMR9 zbkhblSOYm>#7={`-B1FAnQAPBKxmaZZ1rBz=q&Q*@9uQ~sua-BaW6U;))|9_@Cyl5 zhsiU@FC34Nu=G)TO@Z=f80#(QnGs(%3L%Md``& ztwy*!Bs0zl=+Yb6Hg_*ve&0*XM@aQswpsAj$@NyaLZq1{ziNAL;pDTyI-yd%21~vY zg(HG{MGy%-ubG_p79IKT7KC|*L~S>EKM}M{uzm4Yfx4_tDS@;j6jQ1~_0OAx-Tv55 zVS|o!S7rEzkH78U6Hk5s>qCZ;M|BP-WybbT(+nfOrcCq_#$t%eCXwvF{gl5zWdn%K z6k}9I93-00hL)a09UMLXNZXBBY(pV2p7+RA?4AQly&h@+Jb`Wp7ywV6I~ToGkBY<7 zJWn1?7!GBjo?eCCB++liY$Gtn`T#SHCPjn`%7r(v)f*AiTWiUxjWFhBrOOrGabI+m zS<26jcC3;=5m0g8O2c^|oUZK9miAOeKuepTk$v0qa?u;Xlx8-ZCZ>n*zJE)DO zxay&47QLTRzQrfYU}0_{9n>K>pU0-GzWXOWJ;8fWBPM-5eaS;VC!e$=Of;QU?OQ2ap^ z7b^e3`O(s=AY`Yk)448ng&sqskU<^jRbIH5-`2EWle`v_=D7Cf_AGVSeME!nSk)^ns=^5y5zJWIS@zE;9|lp?Yc7B$MARuzvpf0$L9%uQ*{D4SQ9Tn zlOcj|Vr~r3qGQy>jMnx4)|ssJ(icg>dHd*b9Z~_3eILtwy`9^eb=bBoRF{I|*F?WU z3#S{Y?}Im4wC2MGKO^Nt7)kG;TNn4~&95t@(?U23ebA%ycDkJ`RODRkxhil$sZML0 zm{)9q^+-qFIZNXJl^x?q8=zBIL05DNAd#4d^<%C%%)Bj{uX1LKc4OoXX7?s4 zUP|HQm-oH7pQn85CY!J4upyV&Bb*N8{(5tpoCz4iw3iwv{@-qovfQ?`3hgSYPZv7{ z7#j$K0D*-ga%gtH=CKrV&B!-h{IC=mOV3HJMtPvTh;X2|r3|*ArT-dWn#z)w|EUIX0`B15EOpVrPg_Xa zjOo!5s&x|%UrXL-JYf0eOe53T-RpYP!*^Pf93=L>U$q?`S94!mItP_FTp?SyU8d87 zd_#~TlQcrxrv84Zj=o-;qWR~G{sk5whL$cCqvdxeFjHSV{c}rYpL(q=eR}ieVVSGI z1w=V8(c8F?s3)*UFZ`ZBZ~A-UiL!{m9nJjk7t(o% z9}|8OZo2MK{wn@R|5zhqNoYjDddL#?)nWf7HPS539b+J}O}?mSwZC_Y{LZ@r#QBa- z@^dM03#eIx^r@sk6KZi~`56o~iyL@rL9`8P_cxf8kaBV(h1x{4}=|H=I?toAOftQp77rlYY z^u6IAw$&1#kGyb0q>jnpv$}|W3CjLrFz4NNe%Oo#;@t0+#S+m6qE>q816Qatp>@NM zUVKIJ4|iwqJg-EVwwYPby)~@0zIa(Se_e)mSgN{-`bEX-zJWorNr(8L^=Lek@&3%# zkcqS?&6M^XqdX(XUuT&ZCDO)5WqQ6XrP0uqL*6Dqu7hLrCS%c1qb58FxS^d zV!a|I0Qsx_o@OunMD9^4$Mx^8mG~a#;h*1t&Ota;=okIkI62V%%#S}^`NaPYm*8p; zQFHHu=YaL;#-%Y)#gJBAQ;c=#&u>3%QW%oDsK ze3fk!!Ncgqv23*mWg)e$a{Cub+)kML@iH!R`;58^PGSMOX7EHoe#)T2GNY9m&4_X&R0r8j2rV%P8s*xtb1Z7kyRf?Tq^0@V`A}hR{T1928 zTVNCsAIkr3;g@gq0SNGGWYk*kowv^JF58~6>0P<%cubEp`-yZJFu4KYNGC`&Pn?=D z4tTPhQv^BGCp zWI<&DhG3<*%<0?@T2U64yLuKYs5N|31~qW`i`inFdKx`3!d%M0*@P8~!$@)te%BZ_ zCbvraKI9U^Z05Gr2JH)vqpAzd4^-g%aD~EOg|20XQ9j4Q|20UUZxo6{P$}xaQS{|} zJa$U+^kfEQRyfgQYq<>G{jzpNc(5KREg|`tC0#@TsMbkQ!moYJ^7+A9uMos%GI|pd?{0y(n2>44a-4i ztCLrC9?s#4n+T zd@Q;5W3(FOkc+VM+IWXp51M^|kh7MN$PsnJqS$DaQq*-p%e7Z5$gQaC*zhcwt2Q2F4#)?oNR6)sVyLa10eEe zLgzeBiCf@Z=6x8_YiYbKJC#wS$XYqL9D}6_2zZ+ET!#|tj>c-~hf)SAQezyO4&!u` z0yuJ8{!Z%A`oCZ1MKmlN7abNa;aF$ziKf2ilc6;Jp1XG)9(A(WVKZ?pms;@cU||%F z-i%Av=Q8gd;7(U9c-0QjFVB35NV7aOVw5;-0)}5#&XCj>WQvb^dLod7lFAYleV3xu zdI5}Ct{2N596p%SnR{114wN{0t4>|RWtLtiW=^HTLo2pE?RW4IH53o$#IQrff8doCM!0r`8zIle=G} zA3NW&zP-NSHbV33GbRe9i^zl5SoNC-VA2_g;C0=8*T+G8ek)J7{RN%8jm%}Hj(A+N zZ4w-$y~cxQb_K@PRl~?SBKivs0jkZMt=TToRQmo3jO}O+YbI=Wek-tH^H1f)C-n~XVzjJ4T-iN#&moSE4f$%4U}&R#6izLC)3K; zQ6pZq=@(5oGOrD@(t#7L@xB%+S`4^>GaCGFX`0eN+)D098&G^f1Ws;US?61(v!N{C;#ALk&cpJJJYNl3AyO_Ie?gBd4(U> zR(Q-(Z|MW^Xt}Ie^CBLakpL0e5u;m#>E1h3QDPpc9(FN)%*)-bVbP61z|`|wD?0$9!yshh2-;Hu2U+am0McFfY^Y&Uvyhh9%QaG0x-4Z6=WV{dDR z^KZqI3!7RiZneQ#C3L}Saen1gKl6)V9@fT7@MAYp1QF-^u3+@DyNj1= zBTYZu34Fn)#t~$K%?0~2&Q^dC9D;c8qO-GprAf2O&7HnA-+|Qv@poKhZPm zQ+!G8|1(PvN&$XLW_EzEan?uQ_dox)!G;NdZRn54CH|j%u<(hfKQS)V|18rDq0oOU zY)DR^|6b^Pu*|GgrImB{gh9c{d$KOxxkXK&MO`qrf^HOboyJY`%(J2r)om4>D7AC2 zeu+lyBG6CapiV3#995Olf{?e=%gNBDX^-b2}u;t2jujWBNO?vPu)p)-LoS zJe!%QeZeTT_RXfyxQx__>WJay8fC)H1JO-eFU6iO1+IJ^HF`RFxpU>i+$q-{OLeI?*{2*IUA?hqFX&jE4mkxS9{PLxi-=~57h(G) zBYVMomhB8m8Q*iIFYxd&2QrPt+WsPKag=#m*PEjm&j*hXAj8*(8$P5Zg{m*9WgRm{ z5^dj%`UkvSG9VRDFFST;r1fle_%$@qcq!_Z6M(zP=TfcF&jlPhVX1ad%F9(TmK)su zF{6_6BNuJh3}v@1oiimivBJqRQKdrvMIrxDg9!A-Ill9VI_}{Di0N&$l82lu1w2FX z&looC9gr&~tN89Eqg`dM$s05^lS_e3b$$=|;buFBCP9;(ix-mtuRgDLJ$>AZTbpR75EM%hE*Bw#{1A zda3|LH5j+5HCcl<^?kcr7HL&g||o+arkH5U;~eyV}2y4`elJJowr3Z zvkJUZt9dKLk$*o;<5(ueWZ^Za!Ewr`k8$JiSm^JAqYoAlUQ^WSv7eMI7_AUZt zVfKTea+~NcI}F|{O!=?Yp|}O z+}CQC>&X))gLmShDj|YTitFd&?lD#LJA>XTtHU!2j~T7}nq>>Be18XaP3gG&)LwH7 zH(;Ir2DU3?(Ale$3 z6>8I`6;8)*)2FTHOF|hhopy9?Fe^%}HLG_l~2Pfn~9PQ$Law0$6)*wY>R*tn=J*tiLGxR>}mARmtCA^-GJ?Iq8P zKyjIS=NVJWv6o{Bl$(c0#g`Eh15WTx@5ifq3s0}`!26*-8%9MmLKk%xoosWjKE*SR zI%#~X{I+InTvnHi_QllPq=4`VsYL!ZAW@6M@w=Tw@$z_g9xYBS@JCv&5))(tG5!`T z%arshe{sR%I$)DQU9%j%t^{|!df__m+;(|il*f$Z;9=8Z8hf6mv1qu9 zC#S{bx0ND&jUq^01w&ho!R4@t;{KKB-EhgdqOOzb+q;$y)x+}22J%my-&Uxpo07>^ z_AVxb3y(!pNyj$=UXvFt9)<{y!qU2MEeUx0wDcX?W>=4xxTv=yw2-@yb9-HV(kv;T zKKjl)bprS3DBt0{pc~6N!^60Rav)8F7FEVD6G*t% z{P`g_r&hZyg1AxIE;TUwDYb|jt}rl(F;>lYyU!Trj9adxqH6Dj&!&7QcbbXdG2`~W zCwq`Oh{6)1wN!a@XOuHCNrRbR0F@@3yw5kufAVpO;WK;-d6oD*o(oIoUc9ds5=Vkt zzMOZe6QQc-WYOV!(t2400tuNPEGv?-WKEj3y~$M9D6uXQv+~R2vyKj%Y@ZeyoN^E{ zf^+V-&FqA$CjsOyluQj5UWsP2KO0V)?!xib@&UraGUv(F6oL7&RTm0Y-|V9!8*Jy*kvVP!+>XX=_P9ehy@Ir#Z4isP&{<*Ty%7`YQ# zZ}_>Sj6p}L{=->rO98N}@3~_?hC?QM_r4!)r&4$vy0+p7{hmQs+rChb;MP_K{rCI| z)X*P*<2z0?9xvEeJEyW5gg4sTX$faJpm*4ky)SPRe^)QGqT^_cVxy4*=5KH4a{X~% zc!110-QK)*(C<#C-#6K;8!JF@z0q;Ygao~*P+vZK343>ho}McfKn%cL_lQ;pDtY=VJ$YirdHp$jPgru6vfCX` zD|bn7i@!_5MwK~(7u%9g-}OdvPX$T2J+?OaE59+zrj?RCBeP7n*ze`G;JzEYV$DbwC zSql^$%tIVP@oVWlY4|lqrmmL?QW}vS=W#nSq@rD?_rv3|{NgK=FCutNKmuG<7WAcI zN8sz`rdyvCS zmd>pO+teZjlNC1OrM|7KS@C3NVncCvxjivDjeMOkGW5)} zV-hsdvOQ~ zUToVz=W=PKt#L9F@!OpXbc_?C$r>H3)!Hxtc2IDDPJLn^{9CB+upr#omJG-{c3%(! zw8*E%L;Fhdn>2cBjrad+?>eKJ+PWd{(9FkC~YZ72Y*#xA@~21ll)tW*g2$=5P&qDjXULD>Tv?bcw0% z4a{3^-rLi(W(J-LI#BS`(($5FUwyN`>JRM|m2=5oNX;i`3s2A<&Tgxf`c$m}qh09} z<&7_N3Onchjx?59EH$U)3>x;NtrD0Fr-h;YBAN#W>d9xY8zSq`7x3niU7Q9V`opxb)ByzqLpBjWty80)s5ekHar zY0Z`?GYP$s?*n)w=xrT*v4_7T$gHY)F1X)zZ`}{A85xUb*W)@J3Ne1d&d2+9&8a+D z!0bQ6PrE5(pb&d{kZ-E(Fhqh94$a?dlGZDyHZ` z5~nJ;be!T;cIL`v{*Z*t7ZP7eTQ0I~{s}y#bP|_l975mmSi%W&tx?JDYs^sLKcKb1 z8C*E>=w%4uwT+chiRAy+`6zNqP;7&Jdii#!_r8&9$+ihdlNPpK?*?S6!u(7%n(AfyV=`zJZ_P7V@&2zoT=kuS&o)P#HznYqBO@?eOZ=gqgc=?c)*XCr5VDnVdx=Ead`wW{kAV#b+sNyox>9i_-@4 zYbddvpHE-+=2>bE%PiPBaZbx+`y|oAZLSOCy6BdJg1o`1SDTk`NlL2rnJu*q_Gz}_ z@UiY?^QxP*SpPIU?Ez8qs_t0vuJEGT3Vr907zF^ku$+I`T>6E9UJx^Ogl8u5Zu$7c z#mM%rRiXfWJkYdTfAx405iNTkzyWo8cDPk#-dr_^_ubp1-J}y2`Cx0--8k}nlRpF_ z7>nJFqd0V_VSb>&d)Z9JQzPN%_>@k*YbDXJpbmHM%};G{;|k3KLipUbku@EjaY*;+ zfujSZi-8Tz(5d$shr|t5LtRU!WJ_kVgp!9(oZP+J4a$rWGs z$X!IQYi>Yvy03XODc;_?9JO|A)Mlv;=Z9I`Td}C0wXiHH)3+y1KQ#3obK}4qW<855 zJ3?P~y{lB$<^VSy?|(~N<*%lFv%UTMTIG?#H%OoM@Yc+!`&q4&q+NN`)OY?DWA^Pz zU@}Z}S2csUcS*yR=r34*@Q_@YpT{tJkIWD?nTcQg!V-%{StZcYp#&N?FGJxG6?QzC=CjD;&cIc%$;Ff zukF3tUfSp(THm`i>nBwwb{B-Sc6+VP3=57rC}zV{Gp_p6;`Iy^13$44F8H3`+|e%q zNp=>+pe$jMAZJhNNYZCAlgq16&%?f+6%s)1*Y7oB7qDK|c=9pg$V)}{MA-=kjGt8M zxqv))Iq{qAJ>&YJ2CMTy(n+nAJUopDlzT2722UQcMH$7*$F${}X&mX!x#&?3J)!Eg zH==atBdz=NgX><)VOxv!B>?4?&oUVFWPWBSZ%xTUv=1^?XyOE7Rodru-bs_`MZ;P^ zUBzP+zaV>)BxtKV4@-!xV{wsJ$<6QxC$;;>GB6RL5m^^zsCp@!9`0Tk^BgCs`}H>B zf5=g*A+&kX9ODH+-rjj;XkXy(UBU-o5QC7J&0VtJ1-AolN{Zjp*&zlfqos-R=ITVf zrqtzN5LmhCdSbMAO+td%Y=phwQTu{*q)=&X%}FuQV-+;m*lRCR<&_hIm-F&oSq~yk zqq_=Rv-H)=GB1@IAxDx9_#L}YRXoB2t*n)mQnVD@C))v@oj=4|PGD`yN5T3ZYi&BN z$DH}TfiFYoVSFq~bXO`lOHG?g|X6V|g$cL(%C1*x4Tbd*~5vpBJ?(VpaF5`%gRJ z7QidU?mqa%eqUbuO3vv88dT%Xap88X~=1Ke)C$G>O5Z znkN3@QAZCky1kTrka|-s0l&8MS}W)1@ohsR+V3(v#eGcePW!u? zhh!aJlJig{W%nf9k9;<(_BBXRk0gTE+z(r(W8MFJwv+Dj-vM8y6&R@T=!ijXa9`O1 z(LHP{VhL0L(Iu3KL5pTFGZYD=|39as1=xHHO{j+PGPB28^U};pIQnX zCaszX+lA>-(Pe{KZ$O(yg8^zum7nml)pk0T{TulY0|7T5-8CbytC_8vb^@U?3g(-+jpp5Gf|YH5hSmUMss2`3kKX`13}`On(8i$u#tjEu;@rn` zIaS&HA7TUyz03D>`O_oc!}b{(QGOwT zeQLZxX6_lmd-Sqj>AIhaIU&KCPazAD|9FE$x2KcnI4_0`oh5@5ob!m^1UFy4fjtMf z1%nu&)tE){!~x3eGcB~sRF|QgMHr-O#28bU`rU(4k6*YyYLtk)JXyX1>Fdr`P>A8~ zKcYkZ%&%K@-y4+zUF%pcLzzid-kCv1j9GF>KE(_ zl3|4jJN0A4_T{7I!EohgdRX4w{GTIiXvmyi=;=F`3=rxz~Px^P}XiE4w*Nt;Gs6sY)km2 zLycc>`W0x6Ons?+?FnQf;o)}w!>gZrkz?A_B7Xz05-L3k#H(w6J7Y#9TQ8oW3NTu`aR*d zA#|7e)RY&4-7~eQiUH~YjiqGQV`I*viGQ9AZ+|MfAagbac>0IK@Ft}!asoRaB;sB< zd78coc5{`XC?@cf_p%-x-8z!OF29njzM(~(@YvIS7t4)Eb-DQtf?B7@83UZJ5jvkD z@?zFzT?tuJ7JCCTb7V(pEWEc|L|SjOc}j0)9BF~B$c(79 zSx&ZQ1K1Dq3|FB5@e1GM@A-UR?_bm?>Fj2be@liQ{^oZ!tjgCur^`r8MZfdIR1A7u z?64vn<&GrT{|Hku@$RC25OYArI<6XyDul$Z)ywj>U;a`ctSUDfkM=AL^XQnoKlE-) zWhu{amiV27tMn~!*y99g8$l`S&-!9y<1cnT?Yiyf&{;c3Gc>^MnV^JNu*v$3E)g&g zF2l0+{J~W#ccUZ;*$#(}P|RToeeqJ$8Ksg7_qvXBcG!T3&OiSD(lFN;Ny=sHZOyc)@UTr>pXwN&Ka~);pt%hT}!d#B?om^7LO4=*}J0F~oq&aU{jz!)9yK3Kdge zL5@lcC}O%*p6in1+N>r8(l_?C=4K9CHNiXUOllV<`IAd|fwv2eT|TwaeQ`Mpuf43_ z$*L=za%}-R-IDfWm*nF&V3n>(r7Vmn;f=Uz!vMDqLGVfRBNh?TzHz{@|V4kwFRW1RO70R7M09M`a@A^CMk`#>O&=LYVRw9R&OTCrn!1XES8voINSg@x zt+1mb8oxaZn-IaJxulI4{cka{WB(2#i)(RAxRFI@a}gnhK6o;o<;WNGit@4Hs-Q*r zPo9!euKWLBWI4*-dxOchzh)2MWiQRvENVSxGdwDhe^+(iM_yHi%xr!Nh`9n`o(anI zple)%jb?WnlEl5$>d7mE{NhkwsCo1(&V*@1TTLwt$mpjJ#mdCj4ErefK3b3LO=Pkp zWQpMufv?c^P|TT<`EuZ`7PW6M_?saru<_*OnN|V8wa+&D%bptx->xm5y07M}u{$^x zI>IK~A0uI)B7X92iy!4mu{hqJMZKR{1EAd1MR8qipTlH1$fNGlxS_&Ij6fBSQQ}Ri zbMk<=mt#C<(zVjT0%b3oIj&HLe%3B_F5yK(A~};#du<>#_#JVo)MpL+HtF+dK?BkM<0QAPuNqz^f1nFVAoTg7|N(t!_&j| z8C>t)w*HJDXEczQZ~egq>27^^qU89|nI}+8zfzpSQJc<*9FNEB!tZsP7Q%$DXJ1!l zD z-}At9HJ=|fx*CpQv@rg0cSW#gPCjay*h7A!ZGq$ePtlv64{yy1H;=6btOs4)qm%V1 z9sdYY;*Df+zBN2!n1u81utFH$$Ah?&ruD91@$uhuP$7~C-M>tRWe;6Tw8!nA_Ni@c z^gNA;g22Dhg#t*Lie z@0|Oftl#-1jv&raQ0SOY(@fg+I34Uw!F>u-tm^a8hArL-Q(k*7JNtxu&NOOm`unZ* zNzBR9t&^?ZnkA)sKZf_)Jf<1Eo{5PnUyfX@?=1kp{;ee9jk}YGsvy4!$mmHe@%ENR zo05_b*UAm#DXmpa;=>A?j@8t>J2H0ltqW<|VBlV}l3#hW17m@eVOXa#*4dEYA)6gf zk>)J3&Ka7|b{Nej0ac|u(2(Rft0E?eZnxF;=(!fVWqiB0U~wILjhjXLbT?gg?Y+}usV387S2jJFFlX7^(qryp()R7Ab_>dWUF*_T z7&sRvzjs*DtU9|TMV%Z?sfhSfd#K`NJsnO>OD?{5W6jN7yGDsAW4l{X1aVk(# z!OG_S;=3F@4T|D3|0b7;P)T5v#F*D})au$2dzo0W9yV54&5q%xHIvyR&x9G(5JxoMDArxo?#&*rhrMkiWNOTW#j%$Iuu%arZ~O@3L&JZ>#QiN&WFpmmcVw+`xk%x(PI&@#=AGCBtz0WgHap}bcr4%+5*76WVR z2)g3FS=%DTsBO81yORenq=BHIsQ0^{BbpS&Un*cIfBd2^gT#PoHU_^(FnU$NQJm4y zr!QPxioJ|BjR^2OIJJbgoI+=+H3Yam*ICKwB*6QSipgtokPMOB zvKP!2SZ)b2%Z$n>Yz#<7U8cozu_1+|@JYerJG~;d=sXo9IHD0AkD2g<+|q*t5YBox zv#}BbU^KMtE9hC_;(Ot)P)a290G5p>m~Y=K!Za;%-q+M?Wrk{4UirSoZ`X6R-hvt3 zvK3WKqOI0CGT3l-`5;g@)dFH|ImjdiG1cqrbv}8T`Q@qyKJvmyxN>`1!s-Wl{;V;5+r}u@2Pq3CEx(<5QTRvOys6 z;o2zo_MURgg+P^!WTz>NTEZkbi1>4@}vvnZe7r^HYZiuwD+{jnguudrH1@vU1TI;P%{p1;qKVjbty*W{vwa{%wj% zUmCeoKjRL;6lYG8Z-h_0xwL0Y0F(B8RsCymTY>a6ULXs$1`>3 zCHr*p(P|ms54x2L4`LOm5eW{(^YNHbt}6LIbL&Mnz2f3=?6sgo9XSRG2{Sf#bQ?NC z>zO-fax_X2eM21z?X?N;k-7T_S%{$Plwri>q?&QEJ-9dXghr_sYCfsTXmtdE{|d7H zs@;?FNH@O|zkev{g!7_TGNMR zT%4rC;zWy*bxp42SDrG7lZ;a$yJUiHzG@zLFA;#x$?iW`TDb1~$y31v$QzvND@g>Ednzu6>uAD)RrIZ zk2Z1usbb(conwL4ExSRF^y((*m6gEtT|1cZ%2EQv{Z5;r=C8~nSqO;Yi!2b;?O|U^ zU?aSTR$dbPM|fukyd)*?>a#7kxs`kXtptNYzDu;IZI8;U=YbqTB^iEvd+-eb{(&_w z(7{2&LS~kX$k=b9o~fcX#*pb;w~XBIVp)CKj=7=}$U$>RWH`YNVYAdNZBgTHwMi zNUq~2PMk=6Fp??b`!3)Cr{0Wik=bTTcGh(oH@vL|_Ra#Op;-mNBg$#3kb|GirfLjO+B%+s;SmDbV%+xMZ-v2WwAKq}Pb;T${WwCxiT z2)n@g5*)S91F{`x2+sk2X@9`pJDXDW?}6>)o>-U<0^Fo%YOT(8M1v)ql=5Djc;IID zlCT>)#*SS9&n?_pC*QFUnZBc g0gL|^2SHPLddSo!cZ@BS3HZ69di_%F1@qv412_zU$^ZZW literal 0 HcmV?d00001 diff --git a/_posts/2019-07-29-populate-data-historico-poblacion.md b/_posts/2019-07-29-populate-data-historico-poblacion.md new file mode 100644 index 0000000..5d1a7f0 --- /dev/null +++ b/_posts/2019-07-29-populate-data-historico-poblacion.md @@ -0,0 +1,105 @@ +--- +layout: post +title: "Datos del censo en Populate Data" +date: 2019-07-29 8:00:00 +0100 +author: pedro +lang: es +product: populate_data +category: technology +--- + +Hace unos días publicamos una un pequeño estudio sobre cómo había evolucionado la población española desde 1870 (puedes verlo en nuestro blog). Hemos querido hacer de este estudio de investigación y análisis, y posterior trabajo de diseño y visualización, un ejemplo para dar a conocer Populate Data y mostrar sus potencialidades. + +Se ha actualizado Populate Data con el conjunto completo utilizado para nuestro estudio. Lo puedes encontrar en _Demografía → Censo_. + +{% asset 'posts/190729-datasets.png' %} + +Antes de seguir vamos a mirar cómo se construye el censo y así facilitar el desarrollo de nuevos estudios o aplicaciones con él. En primer lugar debemos saber que el censo consta de tres variables: población de hecho, población de derecho y hogares. El INE define estas variables de la siguiente manera: + +- _Población de hecho_: Número de personas que pernoctaron en el municipio en la fecha de referencia del Censo +- _Población de derecho_: Número de personas que oficialmente tenían su residencia en el municipio en la fecha de referencia +- _Hogares_: recoge conceptos parecidos pero no idénticos en cada Censo. Más o menos coincide con el grupo formado por un vecino y los domiciliados que conviven con él. + +Además se ha aprovechado para actualizar los indicadores. Con estos indicadores completamos el catálogo de datos de fenómenos demográficos (natalidad, mortalidad, población) que ofrece Populate Data. + +Después de estas actualizaciones disponemos en Populate Data del censo historico dispuesto para ser explorado en busca de respuestas. + +### Cómo usar Populate Data + +Veamos ahora un ejemplo de uso. Una vez hemos comprendido las diferentes dimensiones del conjunto de datos es necesario dedicar tiempo a estudiar su evolución en el tiempo. De esta investigación es de donde sacaremos los casos más singulares para, una vez identificados y seleccionados, poder pararnos en cada uno de ellos con detenimiento. + +Como ejemplo ilustrativo mostramos cómo realizar una extracción de los datos de Populate Data para el primer y último año (1877 y 2011) y comparamos el tamaño de los municipios más grandes en ambas fechas: + +```r +# Load dependencies +library(tidyverse) +library(httr) +library(ggplot2) +library(bbplot) + +# Set seed +set.seed(14723) + +# Set working directory +setwd(dirname(rstudioapi::getActiveDocumentContext()$path)) + +# Populate Data parameters +dataset <- "ds-censo-municipal-poblacion-derecho" +account <- Sys.getenv('POPULATE_DATA_ACCOUNT') +token <- Sys.getenv('POPULATE_DATA_TOKEN') +origin <- Sys.getenv('POPULATE_DATA_ORIGIN') + +# Load 2 years of data +df <- NULL +years <- c(1877, 2011) + +for(year in years){ + url <- paste0("https://data.populate.tools/", account , "/datasets/", dataset, ".csv?include=province,municipality&filter_by_year=", year) + r <- GET(url, add_headers(authorization = paste0("Bearer ", token), origin = origin)) + partial_df <- content(r, "parsed") + if(nrow(partial_df) == 0) { break } + + df <- rbind(df, partial_df) +} + +# Plot differences between 1877 and 2011 +df %>% group_by(municipality_name, date) %>% summarize(total = sum(value)) %>% + mutate(total0 = first(total), total1 = last(total)) %>% + select(municipality_name, total0, total1) %>% + distinct(municipality_name, total0, total1) %>% + ungroup() %>% + top_n(50, total0) %>% + ggplot(aes(y=reorder(municipality_name, total0), x=total0, xend=total1)) + + bbc_style() + + geom_dumbbell(colour = "#dddddd", + size = 3, + colour_x = "#FAAB18", + colour_xend = "#1380A1" + ) + + scale_x_continuous(breaks = c(0, 1000000, 2000000, 3000000), + labels = c(0, "1M", "2M", "3M"), + position="top") + + theme( + axis.text.x = element_text(size = 11), + axis.text.y = element_text(size = 10), + panel.grid.major.y = element_blank(), + panel.grid.major.x = element_line(color="#eaeaea") + ) + +``` + +Como se puede observar, una vez obtenidos los datos de Populate Data hay no hay que realizar ninguna limpieza de datos, y ya podemos trabajar en agrupaciones y cálculos. Toda esa limpieza y preprocesamiento son realizadas en la fase previa de ETL antes de la carga de datos en la API. + +El código utiliza `ggplot`, una conocida librería de visualización en R para generar un gráfico como este: + +{% asset 'posts/190729-chart.png' %} + +Vemos que casi todas las capitales de provincia han crecido excepto Cádiz (ya hemos explicado en el análisis que se debe a razones geográficas del emplazamiento de la ciudad). + +Y también vemos cómo grandes municipios de la época, como Alcoy y Orihuela, no han crecido tanto, absorbiendo su crecimiento ciudades próximas como Alicante o Elche. Y algo similar ha ocurrido con Asturias y Galicia, donde muchos de sus municipios estaban entre los más poblados el siglo pasado pero la población se ha ido desplazando a otras regiones. + +Muy pronto todo el detalle sobre cómo se hizo el estudio de población. + +

+ +Consulta los datos disponibles en [populate.tools/data](/data) y escríbenos si te interesa probarlo. From 9623e0c19ef2f5c014bc87ae797aea8d521177b2 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?=C3=81lvaro=20Ortiz?= Date: Tue, 30 Jul 2019 08:51:02 +0200 Subject: [PATCH 3/5] Update 2019-07-29-populate-data-historico-poblacion.md --- _posts/2019-07-29-populate-data-historico-poblacion.md | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/_posts/2019-07-29-populate-data-historico-poblacion.md b/_posts/2019-07-29-populate-data-historico-poblacion.md index 5d1a7f0..74cbf8d 100644 --- a/_posts/2019-07-29-populate-data-historico-poblacion.md +++ b/_posts/2019-07-29-populate-data-historico-poblacion.md @@ -8,9 +8,9 @@ product: populate_data category: technology --- -Hace unos días publicamos una un pequeño estudio sobre cómo había evolucionado la población española desde 1870 (puedes verlo en nuestro blog). Hemos querido hacer de este estudio de investigación y análisis, y posterior trabajo de diseño y visualización, un ejemplo para dar a conocer Populate Data y mostrar sus potencialidades. +Hace unos días publicamos una [exploración de datos sobre la evolución de la población española desde 1870](/blog/exploracion-poblacion). Hemos querido hacer de este estudio de investigación y análisis, y posterior trabajo de diseño y visualización, un ejemplo para dar a conocer Populate Data y mostrar sus potencialidades. -Se ha actualizado Populate Data con el conjunto completo utilizado para nuestro estudio. Lo puedes encontrar en _Demografía → Censo_. +Se ha actualizado [Populate Data](/data/#datos) con el conjunto completo utilizado para la exploración. Lo puedes encontrar en _Demografía → Censo_. {% asset 'posts/190729-datasets.png' %} From f01ba45a853ade3d5c96b1226c3a0f429b2c6d27 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?=C3=81lvaro=20Ortiz?= Date: Tue, 30 Jul 2019 09:16:09 +0200 Subject: [PATCH 4/5] Update 2019-07-29-populate-data-historico-poblacion.md --- .../2019-07-29-populate-data-historico-poblacion.md | 12 +++++++----- 1 file changed, 7 insertions(+), 5 deletions(-) diff --git a/_posts/2019-07-29-populate-data-historico-poblacion.md b/_posts/2019-07-29-populate-data-historico-poblacion.md index 74cbf8d..f0d26d1 100644 --- a/_posts/2019-07-29-populate-data-historico-poblacion.md +++ b/_posts/2019-07-29-populate-data-historico-poblacion.md @@ -1,6 +1,6 @@ --- layout: post -title: "Datos del censo en Populate Data" +title: "Nuevos datos en Populate Data: censo municipal desde 1877" date: 2019-07-29 8:00:00 +0100 author: pedro lang: es @@ -8,7 +8,9 @@ product: populate_data category: technology --- -Hace unos días publicamos una [exploración de datos sobre la evolución de la población española desde 1870](/blog/exploracion-poblacion). Hemos querido hacer de este estudio de investigación y análisis, y posterior trabajo de diseño y visualización, un ejemplo para dar a conocer Populate Data y mostrar sus potencialidades. +Hace unos días publicamos una [exploración de datos sobre la evolución de la población española desde 1870](/blog/exploracion-poblacion). Nos hemos basado en un nuevo dataset que hemos incluído en Populate Data: el censo municipal más antiguo que existe. En este post te mostramos como utilizar este dataset usando R. + +Hemos querido hacer de este estudio de investigación y análisis, y posterior trabajo de diseño y visualización, un ejemplo para dar a conocer Populate Data y mostrar sus potencialidades. Se ha actualizado [Populate Data](/data/#datos) con el conjunto completo utilizado para la exploración. Lo puedes encontrar en _Demografía → Censo_. @@ -24,11 +26,11 @@ Además se ha aprovechado para actualizar los indicadores. Con estos indicadores Después de estas actualizaciones disponemos en Populate Data del censo historico dispuesto para ser explorado en busca de respuestas. -### Cómo usar Populate Data +### Utilizar datos de Populate Data con R -Veamos ahora un ejemplo de uso. Una vez hemos comprendido las diferentes dimensiones del conjunto de datos es necesario dedicar tiempo a estudiar su evolución en el tiempo. De esta investigación es de donde sacaremos los casos más singulares para, una vez identificados y seleccionados, poder pararnos en cada uno de ellos con detenimiento. +Una vez hemos comprendido las diferentes dimensiones del conjunto de datos es necesario dedicar tiempo a estudiar su evolución en el tiempo. De esta investigación es de donde sacaremos los casos más singulares para, una vez identificados y seleccionados, poder pararnos en cada uno de ellos con detenimiento. -Como ejemplo ilustrativo mostramos cómo realizar una extracción de los datos de Populate Data para el primer y último año (1877 y 2011) y comparamos el tamaño de los municipios más grandes en ambas fechas: +Como ejemplo ilustrativo mostramos cómo realizar una extracción de los datos de Populate Data y generar una visualización con R: ```r # Load dependencies From ee2d201e96aada2d7175f0e59aa4266478547899 Mon Sep 17 00:00:00 2001 From: Fernando Blat Date: Thu, 1 Aug 2019 16:19:20 +0200 Subject: [PATCH 5/5] Update post text --- ...07-29-populate-data-historico-poblacion.md | 33 ++++++++++++++----- 1 file changed, 24 insertions(+), 9 deletions(-) diff --git a/_posts/2019-07-29-populate-data-historico-poblacion.md b/_posts/2019-07-29-populate-data-historico-poblacion.md index f0d26d1..e0f8976 100644 --- a/_posts/2019-07-29-populate-data-historico-poblacion.md +++ b/_posts/2019-07-29-populate-data-historico-poblacion.md @@ -8,7 +8,7 @@ product: populate_data category: technology --- -Hace unos días publicamos una [exploración de datos sobre la evolución de la población española desde 1870](/blog/exploracion-poblacion). Nos hemos basado en un nuevo dataset que hemos incluído en Populate Data: el censo municipal más antiguo que existe. En este post te mostramos como utilizar este dataset usando R. +Hace unos días publicamos una [exploración de datos sobre la evolución de la población española desde 1870](/blog/exploracion-poblacion). Nos hemos basado en un nuevo dataset que hemos incluído en Populate Data: el censo municipal más antiguo que existe. En este post te contamos más sobre este dataset y como explotarlo usando R. Hemos querido hacer de este estudio de investigación y análisis, y posterior trabajo de diseño y visualización, un ejemplo para dar a conocer Populate Data y mostrar sus potencialidades. @@ -16,21 +16,23 @@ Se ha actualizado [Populate Data](/data/#datos) con el conjunto completo utiliza {% asset 'posts/190729-datasets.png' %} -Antes de seguir vamos a mirar cómo se construye el censo y así facilitar el desarrollo de nuevos estudios o aplicaciones con él. En primer lugar debemos saber que el censo consta de tres variables: población de hecho, población de derecho y hogares. El INE define estas variables de la siguiente manera: +Antes de seguir vamos a mirar cómo se construye el censo y así facilitar el desarrollo de nuevos estudios o aplicaciones con él. En primer lugar debemos saber que estos datos los proporciona el INE dentro de su sección [Cifras de Población y Censos demográficos](https://www.ine.es/dyngs/INEbase/es/categoria.htm?c=Estadistica_P&cid=1254735572981), donde además de los censos más recientes, se incluye una sección llamada _Alteraciones de los municipios en los Censos de Población desde 1842_, que contiene la información del censo que nos ocupa. + +Se trata de una recopilación de los diferentes censos registrados en España desde 1842, y que en transcurso de su historia han sufrido algunas modificaciones en cuanto a metodología: - _Población de hecho_: Número de personas que pernoctaron en el municipio en la fecha de referencia del Censo - _Población de derecho_: Número de personas que oficialmente tenían su residencia en el municipio en la fecha de referencia -- _Hogares_: recoge conceptos parecidos pero no idénticos en cada Censo. Más o menos coincide con el grupo formado por un vecino y los domiciliados que conviven con él. - -Además se ha aprovechado para actualizar los indicadores. Con estos indicadores completamos el catálogo de datos de fenómenos demográficos (natalidad, mortalidad, población) que ofrece Populate Data. +- _Hogares_: Conjunto de personas censadas en un mismo hogar. Esta definición ha ido modificándose en los diferentes censos, llamándose vecinos, células de inscripción, número de familias. Es una variable que habría que estudiar cuidadosamente tienendo en cuenta [la metodología del INE](https://www.ine.es/alteraciones/alteraciones_municipios_metodologia.pdf) -Después de estas actualizaciones disponemos en Populate Data del censo historico dispuesto para ser explorado en busca de respuestas. +Con estos datos del censo completamos el catálogo de datos de fenómenos demográficos (natalidad, mortalidad, población) que ofrece Populate Data. -### Utilizar datos de Populate Data con R +### Utilizar datos del censo desde Populate Data con R Una vez hemos comprendido las diferentes dimensiones del conjunto de datos es necesario dedicar tiempo a estudiar su evolución en el tiempo. De esta investigación es de donde sacaremos los casos más singulares para, una vez identificados y seleccionados, poder pararnos en cada uno de ellos con detenimiento. -Como ejemplo ilustrativo mostramos cómo realizar una extracción de los datos de Populate Data y generar una visualización con R: +Como ejemplo ilustrativo mostramos cómo realizar una extracción de los datos de Populate Data y generar una visualización con R de los municipios que más han crecido desde 1877 hasta 2011. + +Primero cargaremos las dependencias y prepararemos el entorno de trabajo: ```r # Load dependencies @@ -44,7 +46,11 @@ set.seed(14723) # Set working directory setwd(dirname(rstudioapi::getActiveDocumentContext()$path)) +``` + +Posteriormente nos conectaremos a Populate Data y obtendremos los datos para esos dos años. Nosotros trabajamos con variables de entorno para guardar los credenciales, lo que resulta muy cómodo para compartir ficheros y publicarlos: +```r # Populate Data parameters dataset <- "ds-censo-municipal-poblacion-derecho" account <- Sys.getenv('POPULATE_DATA_ACCOUNT') @@ -63,7 +69,16 @@ for(year in years){ df <- rbind(df, partial_df) } +``` + +Finalmente, utilizamos el paquete gráfico `ggplot2` para crear una visualización. Esta pieza de código tendría dos partes: + +- en la primera parte (antes de llamar a `ggplot`), agrupamos los datos por municipio, extraemos la población del primer y último grupo, ordenamos y sacamos el top 50 +- en la segunda creamos el gráfico, de tipo `geom_dumbell` con los datos ya preparados +Utilizamos intensivamente el operador pipe `%>%` que proporciona `dplyr`: + +```r # Plot differences between 1877 and 2011 df %>% group_by(municipality_name, date) %>% summarize(total = sum(value)) %>% mutate(total0 = first(total), total1 = last(total)) %>% @@ -92,7 +107,7 @@ df %>% group_by(municipality_name, date) %>% summarize(total = sum(value)) %>% Como se puede observar, una vez obtenidos los datos de Populate Data hay no hay que realizar ninguna limpieza de datos, y ya podemos trabajar en agrupaciones y cálculos. Toda esa limpieza y preprocesamiento son realizadas en la fase previa de ETL antes de la carga de datos en la API. -El código utiliza `ggplot`, una conocida librería de visualización en R para generar un gráfico como este: +El gráfico resultante tiene este aspecto: {% asset 'posts/190729-chart.png' %}