From d2f5ca434158c37f74e4780d2d405fea5f9590c0 Mon Sep 17 00:00:00 2001
From: feger <marc.feger@hhu.de>
Date: Tue, 11 Jun 2019 21:41:17 +0200
Subject: [PATCH] Add A2b

---
 A2/Interface.py                         |   4 ----
 A2/images/astronauts/Eileen-Collins.jpg | Bin 47489 -> 0 bytes
 2 files changed, 4 deletions(-)
 delete mode 100644 A2/images/astronauts/Eileen-Collins.jpg

diff --git a/A2/Interface.py b/A2/Interface.py
index d44b427..22427f6 100644
--- a/A2/Interface.py
+++ b/A2/Interface.py
@@ -26,8 +26,6 @@ class Interface(object):
         columns = len(img[0, 0:])
         above = copy.deepcopy(img)
 
-        # above[i, j, :] = [0, 255, 0]
-
         coherent_pixels = []
 
         for result in results:
@@ -43,7 +41,6 @@ class Interface(object):
         plt.imshow(above, interpolation='none', alpha=alpha)
         plt.savefig(fname=self.edit_path, dpi=300, bbox_inches='tight')
         plt.close()
-        # plt.show()
 
     def doit(self):
         img = np.array(io.imread(self.image_path))
@@ -56,7 +53,6 @@ class Interface(object):
         g = Graph(row, col, gray, self.bins, self.threshold)
         print("Connected components: ")
         g.detect_connected_components()
-        # print(g.connected_components)
         res, vec = g.ccv()
         print(res)
         print(vec)
diff --git a/A2/images/astronauts/Eileen-Collins.jpg b/A2/images/astronauts/Eileen-Collins.jpg
deleted file mode 100644
index 29ce31cd0828954be05948d9513ab8ad140afa96..0000000000000000000000000000000000000000
GIT binary patch
literal 0
HcmV?d00001

literal 47489
zcmex=<NpH&0WUXCHwH!~Mg|WC4+e(+55+rND>Bm<7<_#hv=|r|I2hO&g&3F_7#J8C
z7#SECr5ISjYzBrTMrk-Zi%|orhKYfJ(U5_Ofq_AUfq|ij(Fo3NYtLk0f$E*Zz`$^V
zfdOPA$W#dJn3A8Ast}NoUy@&(kzb%-u4lktWME)yWoTe!V60$hYGq<%Wn{#_z`($~
zfDvNf|NjgO3z*>M{#w8cXM@ZKsbynihNxv=Lv}x-7{dLGa>(vyVuYE&sKx|0TPzA>
z7`mIWhT&TV9<X2HoqZXY{=Z}31M?VC8bH4Pf19C&fro>GgOh`Ylaoh~n~Pgel%I!(
zUsOU^SX5Y8LXZaxpcI&mK``=ibMx}?3h?m>i16|8iGT<`5r`H+2*m@XF!X{2{vTiv
z<X}i+XkcbkVqg+vWEN!nf0u!Uf#d%XMtcSZMpi~JfO?skfsu)Ym5rT)lZ%@XU6PT3
zi5Vs-z`)4D$jrpT#LCXb!OF~I%*enb$jqWBWXS3mm?*4N*l5HiGI8NXCuJ4Upo2-q
zCPhsbo!M0<1%G(>F}c`OY|*A>HJ8aDDXxbWmzarP3VoFNX>-fr%cYM$yQxoE(z<2p
zkt<KWEZuta>eH`bX=QEGmTfzB?b$bT_we-c_UX&FAHV+myC4G-6C)D~3)oHUY^<hW
zCny>Uu{Z`M7Ags|8Z}N70lDB{(8UkNDoGEEnkG31izXMFd{kuvIe=Zw^w1@j$svoy
zQ(QyMN>U%eoq*c~>If(Nzs11A47O8{!Jgqk)qLme-0SaNoc-#?uQ$2XcLTHMD&+6m
zC6!aY;O)Jo@-H*~D!uy^X69T~Yx<<|TTkZk9e(di-7ic1XV6>kcl6m|b*1i`x#o7;
zw>ZlkpYXuGbbaQxtySz-&TY+)*uAP}!^P}1d7-%(9m)G0ejWdm`8T%5e`@o(1-f@K
zuinf}?(qBNHu2PkXIq!>^NGxi&aryYsF>rpH|%)k+Fg?BO=~vT?7pLX{-||UdcTa;
z+~8G#mkW)Ibl9FhzLsNRJkPf2I{!0??{(D^wtl%;$#<cSE9A<v{l$%f2dwn+m!&`b
z>UOpCn}E)(oMZPg)`(Znj@Dc_^=bVZH{Y#y|2%&=_1@B%e&WmhMEehIobT9^+BnDW
zcDdOZ`;z<{{~4Bl`Kv0wUm&Yn|LzmFhj&XCyl~s6!Ix0*ZKk&R^1q3BzWdW(G40B`
zbL;3<tE|$#+uN3#-+f_w`}VuLFa9$eUAt^cd#;jo4c7z@kBDSLLz9S5Z;O(wg_GN?
zISo%4WJd~H6@|9#TsQgrQR%Sr`d2@l_glF;>iXT3U%4f38EVz{=kI<gVmEtceBi;f
zV7KchQ?GvBbnHKaW&FRM^gmL0ySv^kzLvLY_o@|v(b?HKWy>`7uZT>Ju$x-H@XNga
z3}-f-3Uj}*`c852N1nH}z9*RvUfq4M@;`&o{i-fwb(O~3iT}8D9<f=R$lv*&fjd1}
zYx9N~+C~>|tZV)HPAV(RtyVYjf_vAb8J_k3FFbg+o9X@<ofFsYNE<Pqj*ZS%+iq3M
z{&?fP-e~Dx{1>e+-~4mw_JRFNzwBQZarMjUh=217Ecz67?AiJ0c<qW?*Xky}jkdM-
z-PgYOW&I&NuW!emohZ95xN}!C`%Ckm+U2j7U%mZn>e;g!cFplgZ;~@9ev^3b*2;hD
ze?-?CdK#|#D|S5n;u^t~mrr_aUiM(Yqde<#lh;&uDLXLPi^}S4TOM|PGxzey35TNI
ze!V8gGVNF2jptkUy|0e`bN`Rh^Nll;jaemC;@&Ng%TAQr?JfOo*Y%C>{_20O_x^cw
z_t&P~cQ1VAv##})I(BoDTGa84-+tFm4*R}_e`Vih>vg*=n4Tv*w$7I1yL$Xm!t%oG
zxVP(e=Y7u!OlA9{IiEMYcbnm+x4CD;QjBi-Y}>wf;~RU=w*6<n{A=I(pW(*6^}EfN
zv)P^BBIWGXw~8bCk@LExkCRvb3yohI%kF=oF7#U9%*%Xs&&B4)gnUYlkFT@NN}ieb
zpW))a_P<I;Utj$jcZyH^%l1vH_quJj>WXnN>AiM4eeuMe_ny7~@^7c#vY)+bcU@C=
zd+g0l(JMCgxAgY@4BdIgG<s+6qRoe&d(Vz}SL*Xu?fjju*O!&ZEHCBjY@R;h?@hkd
zY0kfAXBKZ<TfD#WTxs;Z{|x8jq9?k!@ds??uI@-?U3>5G4Q{#gY;*Hl&o`c1Tg84=
zOeTMI#n}SoxBA<aww-Ca_MI*4+We<gcH94!`u6*;$bNcl5BKg27DgLMmSx9OuWelN
zBF5BN{Yu_Fn@J1*Go);sZgaGB?z<9UhU_m<GT-Y%dxLmy^c_F><kye2bCXw?o;7pr
z{iWZ#<l6g-6Z!vq-~8vi{~x94S8}xOrbnJFv|DVr@63%4JHJIH|7Z9X+pYdOPTcRn
zxdZ!`*+jYrruOZ9_|3ZZZJ}6XYNT<QopWs3?ab=!*ZwoyiIxvoJI8O&q0(&4f*<l*
z-US{LoqfK`XVQFe{U^%uA7jfVy^2g^U0*Hr$oeF6vDd=Mem^fIZ@Ri}lA*@sSu;vM
zXNUT<S#Dz5q`4yZ|HaP>eP>RO`6PAV`Of#c8QG3T-;H+N<VpV%Z9hA9{*`|#4n|jn
z?z_ABoAV?7m$Huk!gpUu+W2+$!lcI=w<Uz!n%x<{?AHwC(!|}h$-l3Me|cN~BlP6s
z>4u+<i|t+5pWUv|Cu8?iE@zXZ{VFs0t9hS(7@p@?o2ozK-<$b9D?D`NXVvTP^j*`m
z;)~p(dy50N^lmp{tY&9?e0%w)oL{+7ht{6^Abauxt4=9HZ?{)+lbg|n)}Tvr90m_k
z1Q!alwqN>H?{l^+jL%}>&pf4P*AkbzN4{D8M}GHT`Hh8t%U}NsjdbT;WPDF{^Of5>
zpM1FXuYCVMzWvYsGdvWqTUnd_>-bf>jgOPk((GQX6`Sw+Bu6hb%x?dy>f2u~oMPvE
zXX+>9a_~h-E%)1VTi>a!&0Kq|FgmqvYr^)j+cUFo|Ei99w*S)IH)~(D`<&1C?WX6<
z9L4=6+uZOyPhoNYnp1Prx0nBjzkhFQcJZdj)GtDE?#r`fRJNYAce*uK_p9WeZS@x-
zDkF0amieh#$IqYhY~yVQzVCH?+w7C0zm(UNUr1V0y*(%F;PK<X)|SV-W?%i>;`-$>
zv7DT3rx)y7?5*?XRP6h&@ALQn;jLftFMr*aRg7!0rK2U7C64i~&5klN+GhMY;+T21
z$g1Ocx}uM++s(6f%~hYg{iW^wQyc$%SCY7`btL%^L*}WPAXWaGU%#ykjBb4^-Em<i
zdw|2!6^(~;mU?fGv19+F?q2w8TfF9{iuoUBZtI%8apCTcEeDw5;$(iC$orlD(EsPF
z|0~zqvDetMHJJZ1*xRnU{^PRHt^JP<+CSf-)4y_>W$!D;TNWYLc2xF<_IWvfZTPuJ
z{cDh%`^V~E2Q4ZdrGGK~&v3;w<V4DeC%RIzB`Ti(V_W~LZPiWD1L{t(H<TrHro{ih
zboIR975=ZBeRpStb6&Gbc=_{VL{IfilYZXXul3jNyifll^+x-Z$XBh8pS8a2PhP!m
z^J$%L`_sS1ep&UOp*hs*7{~eCh)>eVH=bX3d|-=3&ip4gu2<#zoML(8@tL<r$YN8$
zY5$8eJ{8-oddg+>I7>}(Zul}ATgP8f`(MQ!z3?~rm3(rlh_uwPThXZp<}SZ<?~U!z
z`*Xu@85z#|R`<+y{!59S=ejR`&OdqlRDs3S#}TqSAK!Z(^7h``(Ekj{$#3gl?0+ma
z{aTKd(fznE=h)&1hZ8&o--G$SO2*w^yluC9{_^n8_j*HD6c!sc2v~p2|GoI=)-#`s
zPFtq-d&Kico<97CectY+;g{{!{oS-<`^vA}Icsjc_{+=luXg^2NXu*X>1+Q9&A+np
z%in+7%^T-Vy=?UA{GlyZCp$0O?ZBoYw)@84v(+)zE!QVs&%RuBE>7^&k?I#G3$kyg
z_Oac`mR?<Vu{QTtMCDZLy14tba{F)BAF6Af{_A|Rn|M%Z#F^3(8}=*L*$e8+zHgnM
zbu)jp|1HU1*0u7>lQuce;M^Xr|N32BZquDRGUj`Dm))wZsZRc9Ev&Zxmv6Nw&-pd)
z>a1TLI+CZb!Fi3D)oGiUZxOZj#rq%Hy7na~S_eLveaKq>@$~Xb|Cax)tt-BLx$5@e
zyauf^Ws`sJ&;0wW{_uZ>#(zcUum1JlTrM~9>bePzO*V=Zy%v&F%{FP7KE2}nI(h3I
zx%*MO=AHjh_1FL6?tl7!w7&MQmi4^rym-UTqt}uqdUyBixE2}v!+-PV?X}Zhy)2#o
zP-mg%uJh_n$G&B{99?_vujaQ69{Hd8FP49kYJ2Ovc!uG}*0?)&&ScG<I^~vhn5_z9
zf9;0nFV0l$J2|mGI{sBm)ZKskH(D^3ZSI)he(UMq^rJ^lz1lJL>6O#3Oe24ppYglC
zbKT|qcWd6QzqsnfPD|Nf!QOnoSE8odO`BNF-cGa5|0VsO;q#;IU;C|g<-DBhc0lKD
zgldm+_ME8rWUb1-f45atUo_mc&Ee&-J#W<aO}d_Z%gAU$cKVj;*=DhE{~0b?c4l}+
zujMMSb^qHho&Sq#%fG{+?oSSTynlSxO!eH~`5iYH&o0__prAnD!u{OdZ?^kSr(X^=
z%FUR-BKOoyGXDSNXCHob?<)P8>S$`yb~nD;cJ1B&43hDe*OpFaE}e1hn)A&FzU<j6
zieukpW<4@4$xSG@bkJT{d+AHvZTn{T9b>n7t9O_6;O>)~FQvcR+BNZ1Vo&4seD;i@
zji={$yp>J;Tb>a0I_A|ktJVCww*OV|u04CrJTL##g`5pBD!fZhY+P{cdaaplpZu)<
z3}wgb(*Nf2E#Gu^;e$=4dNLBf9F}I<XKifuRI=lrWdD+VRbB^!&GVp_k~v#a5_TTe
z>$=UfaO0(ufAwsAfB9bjIqlzc$@z;GUtj%2^zr^RM%O|+=k{F>xNh+);a6_<UEXbX
z!gH$)w%4~ToqE6d)%Cw@bGx@~*mf|s<;Zq-K?M(a?_cX9ZQ~cnoZNBi;*{j88%%QR
z|CHJ9E}s2w`p^46ju!Kq#?AcC(EFdE=Go_ZUZI^2Mam6c{$niO^x@y?v|Vk<*2+sl
zUVObh;o7|e33bzYmi1rySNAQlH2&)n>wl{fZ}v}2_j^@wQ*Odv>G)mC_n3IkySDAj
zn)><+>r3x{yR__G@0E>r9vHq$%-^wF^5I*B?7eH}-h1|Y`>!s)#Vg+G?-qOB7@d>6
z=6D8UKl8<%-)_YIGJl`{Qgq`al@ik%JA)1yDrg064%PVjpF#A(Vr^leQ#rZ0`l(x^
zvm-o{qaD94ymsTc)or6(v-(4Ildt|2fAQDXezl~T)SDBl4xN@yb~f|4b#3d~{J%TS
zf2e=)S3j`$My$5A0rS+%b<;W5Z8H&%T)*|+)avLL^@nb~omSuYRowq_A)9HyNnSR$
z1v_??ZakM$z5U<&&7Vc<vMmfBbYA;aVI|N1<cXS*PgO>P>h<nl`*(f)G1qC%^2o5>
zeG6p1@o{_Jx-I#ip)UQ0Y46vDw6A&#yDw}gH$B2LXZ3N>Yo2SO|E6uPU-<i{*nftD
zieFwImG!zEf0#Sl{z_fLe})HB*X&<EH(Y&L+M`)|yyjP2cRZZ+cI`RQ+qt`Ey^h}b
z-DuYSgLTvYDovh#uE_c7nnf8~cis!KDEh_fl-yAt@^4B^-P-QilZt<pM!q?B_~qNW
zNCmN;vM~8gbG+`Ro%g%Fsg^t1edWu4y-~@p{xi(Ft9X+qW98I)tk-fCEU!h}_uc*X
zY}vKHrsra><=!k!dY%$m&CQ)Vam(Z{Gq)c9bCjoU^NYmo!f&qLI%vJu=@HM|`|bs|
z|F+t0dDZ;luHEhUOCLSgUbWn6+S(^j+kBbt-_qW^U;h~<tbQV)KEdgM{_DF=w{FJf
z|2EbVIOtjJ!QdRZyL#?cmeRZx_HR@FGg!;icZIF0|9|D&uge#_jc@!ZknWy6LCT$J
zH;>i(S680>nijGpXUE-KXSoBJi+@gz$<eQ_wfbxE?N>?Q7qM%>-fxqonCH~Gn^-q_
zgcxb3%5|)5zQn7~yY|Sd{|tF=ugyKT`Oe)}^DPC1m&azGz4ar{*`jKzz3$g9TmN00
z?%mtAFjoELwF^9%(mRW1ABvoAetFrqSFBeJj!WlOYso*`d3*BhVv}1hC+@J|JDUDv
zgRqC)HR;ul8)ClI%D=WwyXuoCE4*>-%e}$e8^8T4_PqUlh1G@&QPTT1nXaC0{!itv
z{;ylScRjc6fAizv`fU-{eRjOtR?GEzQQPgwlWX_SbT$3YaO|#^m|a=vp-*qhcO*~J
zNnWvC?!cw8YtMFlkM4OLbN*88ygPHM?JxXY8quykukf+pg>Er-k@l9To0k8gW&Z9w
zx5UIsPGbIR&zbz|US{68bRf!YLFe^<E5lB0`)$Oq>$+gqu}#M~Yo|W8{@NCF{6E9O
z?3;VP?z?~C%KC_JQoL)dXE0WKeE9Qht^BGTrZ+dQvO4egCud_~4fCGpi0qeo_Re>|
z2p7c5^DR2q({}$}^tlf`F(I6d!ks_&hQIjFFz0D3<J8*e$#*BkWEXEuoYrldZn<RF
zt-tn9RReh!v`u<>>)Panx|w%!O6p3lS)C5F+x*yi@mIYCXTmRccf|HqyKd=Ty;|=3
zwmJ8`CY`pms=M(%?AFTlSL$E<Rk>OEJoIw*>Ep8Is#C*ar{}Ls6|t(lx}WLWZQrnJ
zd$(U@Rrj|4U{!ds%<<ur64Q0F4d!<xb;=aZc+@fB;lnAl&c824y*4YAUfrv^#`v6f
zX|ezN+?f484(^D(wsPaTdzU-IE*szd{h#53@9$~r171g%d~J*Q{%`%;4JHE54`#<k
z*gJo&pA-DDR($E-+|#=?E?zah8=alJ@0j6=RU0mD?D_in?O)?L$KL&CVEXbeOsI2e
zFUNm|xnlC2smCo2w>g{;Uj9{0_kmE{*2!PR|HK7O3}dUk8LMt~jaxF#_3M_MOQx|`
z{VpolzVmHyt$ld?C$apv{|v&FH{O=+71l`O^)Ae3TAl2>Xm{gp+jajLdVXtdd%7=g
z(%dVt{lzc#Z4WK=)7iAW>ALA*cf&X3JJ)43dDZ{FdhM+KSLrR8FReU3e5?Gc8g8)v
z%I50Yr>)D&liz*S$^Tpa(){ImInTi7_H(Si{Cj`#&X3$`!Jp;R?wkE*Sn_LK+=-0D
z`Na$R<<H&zyEOFnxwF5*bk~<05zqTp|6soNXYpAotG1tye<Jr;a$Ce}t(`Zn>^jYn
z=UmG?G5W9b&YK~&>rS3nf7Ac-v<v6`?*GotUHn>DGTW;CMo#IZcXN}uZNr44yI&s2
z?M<DZl+FKn|C)!j^Y*mW&6j(>CHN_)UQ1oyegEly*eB0FYyaN+_kHu9{;&5nHvE>o
zv?=D+VU6N9CL5REx+Xq%&AOQX3>U-BFMPkTM3%qc*VfAQ(R_7k^90kxm!E%cS@FwT
ztNz`b+xe59mi=e=ps&CGr~K^S7ymQN`YnDvZSUQxiP5u;TQeTIoOa%Kjrfi$xxd|B
z*_!{p{r=B?2LFG&g|%@PPRquYCPhzu<+*Kxgl+8M+y2XoH{6}P`{#d#3r6RCi!`+j
zem?*6>_5ZeKiBSmx%2ZsgK_`Q)elAA)$g*azxY=^|MyAxSHITXS37CFz1ZIL(wF)_
z1@=k(H|FR3o&9R}FY!xX?GL^GZT`Ccxn88o!{1h>%Xi+dzjXKdtM=FWw~oJUoMH6W
zP(Jr-t-n|7_FwV4-~3y?@;?LX-m?0DP5<^jzNB;P&}Q?+g)i=W3l9{k{cCroTXOT~
z{|t+(cFf-&|0DF-O4X~ZU*$i}?f;tftNGojJpI^p8*@YVt}C4u=J40w<gwYa@apKl
zVy|WY?%(`x)_Ofpl@R&=H~+ttQ9_J`8|xV`SU7q5vZ#WGWCg$^5&@E9ehU^5fQ+Uy
zfJXGeqxK*<7B#ROAD9Fa_6-aW6M4a0(8#<TSfwN?pZPPG&j}_$1K1E<Twp#U#0+(a
zd$_=3`5*~KkV(v6K}-e@2K}@&21bUQv^3BNJlF_`$ikVk;3A-5eMSb*7&{wS7bAly
zSfwrl156Fr%pYLc0tSZvSON13kUUnY|CGpq>}KHrnau$5D<cB~lLG`pLV!gMEC&ij
zNcc#B_{{Eb*Mqo_Igeiq3=EtM#SE4VmJGTK1`Gxa77V5g7GU2(R3Vd$NF0z(*sKOz
z7+C>K5b8t_H?K4&hk*e+3B#6@Uz(Rv?4OjCjIb;yxx|ox0X*Ts5RzY@kdvR64$=q0
zKB;LX$b6@g{9Gs>?2MrF446E~X>7$gnaQceVL3j<AoEe|VFk-EFfa%)Ffg!#Ii4<1
zvp`m{rx)dy7N7{R<rih9XXd5mmF6-qFz~nrgG~1ai!m@T@Ftd)<h!Tlr4}WYq^5w3
z2&pVcg(~KPC<cjuWIS`z6+jU|WB)Uk7UhJvMudPo53-hl0TlSCBEH4xsVE|Bi8&=9
ziRma}e95UfIU%VPC7#6|A-+CI`T04ZSmuBUqbTOg$S<mL%*jlLg%m%;^Byo^P=KeT
zrX`l<lz>uRS!z)U7Uf|uVN~VZN$Jk{Ir&APpo9jlAjEtpcen(|vwrz`sUYJ^@(cV+
zONvur2?Hd@m6MuQf+5P2lwVSkpNk>RU6h%gfvy~!{{%sXF)%Vhau{fS5t4Ahr40)Y
zNLH*28v3BQwloF?#s&t4nG6gJVo?kd42+|*bqu4kb<e(y&eo02){V~Ajn39(j?UJN
z&eo02){V~Ajn3AojLz1L&eo02){V~A*^kcFjn3AM&eo02){V~Ajn3AM&ejn-TL&JW
zRs@YeGlYUhph4sH{0xo^DGd1xNernB3Jd`Z84URhB@Fot#b8ze0|SFF0Tl`i<_vla
z1|S0=W8RRtF?R5b7$YOY|A#^z86_nJR{HvR#d?XL{WE&W`MLTPi3R$GdItIoHue<-
ziOJciB??KY>6v-9>hE{&S69ePu~iQ@^)>J<a8Aw0^r$LI4X*MFNv_IHwoFmCx8t(0
z2OFhZkyxOcmYGwMT2!o%TAXaF<Q${~lCH3-NG!-rElE_U$j!+swyLmI2Wzm(E4Bg&
z>#Hk(m6T-Lsz>++D3s*q=VWJ=C>ZHk=o#r68|x^f6(#1Tmgg5`D;VmTs@rkd6s4qD
z1-ZCE4J=AYvsH(Bth~HjuiRKKzbIYb(9+UU-@r)U$Vj&+B~7=uGOr}DLN~8iSskh`
zGXky+B|I`Cz`>zz$Hk=pw#p^7IJqdZpd>RtPa!cWzqG_wy|gql#VXY@%`z!D(O5Ul
zG}Tbo&@jbZH_61%P&X;X*u>b(GR4Hw+)SNI0cu@EVu7zOb{k<akejQoZpWpdU;|cb
z<&vLVnwy$e;^|@s39*#?<jfSSf(+=MCzt~a@j1W-6u-W{$cAw#*yw|T5XoP5TwD;b
zAQv|~E*pJtjDTVX<QxT>11_4|prD{IY6(f9JQ`f1!9`LCkfeAtb&UoWNg+Uz;?dMK
z8eAlW07;5RQ`cy4krV<XDIQH-qrpW|2#}<BG<A&z7il4Y7!^v*OR-fiSGTuAI;F$`
zG~5I}rGyC%n3<TEm|2)X1S<;&u(Gj&0UH}TI|n;E8z(0h7bhq9Xb}X#$jr>l%EHRY
z#>UCZ#mU9X&&S8d$IlN|0Ht^!Jg^WZ0Xe1Q1j8?8MnU9LN)-MdVO#`SsLBWe;88cw
z8fI2zCN@R}cE~9uOiaumNzgzXNCE1)M<zyQ&?zNs?941oY)r+BOw58T46KSmhK_-3
z!ih?SjUq-97qW|PbW%PTbn&6FSkecTqNb0k&L+W=7Hvu{K4j{mK6&wGGx3m=lEarC
zai}$Oa!E+GOmTHvvL)<tsD{+1$Dctbm86!oPF)H<tpvwmB^DkL85JEfR_r)&<HZk6
zOV7y6%FdZ9cb>fY@~4)SS5#J2*Q`~$PThL-3v#LnGb<|#D;o<3GjlHZgb~oeDvqpy
z!ih?3g^d%97H<3?a`56qWhc>~q@s_;DkjcNVv~YZ7bR~x#9n;K^pQ)mc*tZ9kW<yn
zT&2`gN<z&)E#7=sL-X?E&n;7yY(aIh8`23Y$Oo*TxEYU=Q4d1-;k_y|YVH!TSzFJ|
zEzMo_%E<i1@0Up_U3K;uN6s)L*tq3xZK-JadAYa!<r4X2m)Ko{o=*9r5b}1PSMsG?
z<{5Pd>d#qcU#i^yY4)k|&3@^-H@3XIUL+iR?#4&fzURvl3+C>*z2k*l<Mz$2>JwJ3
zJMeU4!;=`9U6WEb)#s-=ZjfpF-Sy=IyQG5&&r_*wNv>SGMPJm#wmCfFU2IwME2UTb
zP@RIg$$e!Du5D)`b>1~}NhTLGEttjCbtN^=)i_`0*Lr=<(7md!{Qff-PU@CqU$pc~
z!Fq`cL5m+Re>~YJ`H<I&oxS}E4=caDjpylI8<fZ)BDd&TOW8YvLKW`3G*0Q(0AH>8
z&F>GNWig!Tz4>yHjqL`un&tqNvt?a9PEA_wUb3GqNTnKl)zxxsk~1>5U3udBQRR|L
zsjc5-$`-QkbLhQUl=y3w#}vVhqSg)7ayPP5ZhFMsa*&y~#{S$+p^3_wBGbO+HRRu4
z=CnPZJ>}eS?<bCR?T0y}4UJsRFW#|0@cLS_f0km2ZCO(6$Ie`QANw!fO+D?!G-<PW
zA5T;=SiJR@-z`>iCGXkR4cn%@dYAEbZDL&TosEkYyz@V;tl80&x`E@vnO?perNigy
z!al1lUHP&u_WIh=nO_zy`g}p9PfttIak=9A%UVZgNtSnRi!?aTcUff4*;GY`KiloI
z_eCUKQ4w01^dnMp)Ae<K>(@E7)i}0geJF5GSXfzd`)i8C^tmyY%#z##w^!9#IAl+9
zE|uE!NvWmu^*+B@ogV+z-G9ITz<&lGX~T#0|1W&p{^!qZr_V9<GwfooPybT#pJ8g}
za=p1vTrc{hT{`FSB2RIO>!uS&nE0Jotz}Mk$gl(o?Y?{TkooP&&+LC5_dgwPReAg~
z`zfn+6Q4@2O+P(Ns;Rd+AmhMh?;@_#=iC;UurFBmQ`fIhCbW85q4a)FdzE^<we{LH
z*PqWny>RW(dbZ^y{}Mj!o3$$B_RY<rB`a@yw9cJzE7!d<c}?Bb^ZhN+FK(7>?VR!D
z@vfDxx1}F151rPaDzdGoYm?roOt=3G*}ONGP0%P*6L31#6Sn((=MpB*4gC}Acz?ff
zwdYxsdhRH5W|hNKzVem7v}!lCTNv%;*l{E>K*4&NG|!Biop+W8IH@Jf$>7c0_V~~1
z=2^b28DEm7GZj7Wn(VSpC?fW=|CtTWd2iev1Zqyay;`GXM$Al=BG1Qr9i<;W5`D5v
zm21W4(=U%q@>HJn!6Bmge&RGI^__iA)|XH78a^&Kw^X(~H6i5haot@ak0n0Jze(|1
zp!7bfgn6&+C+4L4f}6swn{yp)S+hX4@o&W3nX(f;$7>a){e3d~O|?wRBr)#R8JY_N
z+z;_*{r<P6QRk)Onkycu6B?!Eb~Fh&KIz|@T_K}2!Qs`ut0!kha~x?4&$@VLA-B{7
z4ab-J9J+K4ZZlu`a@{96Ewk4TvbV84IHYf)U}>^4ETQ7<_J>W|mK{_-_MhSN1iOUl
z=+p7)k!KIOB)yMd_{#hDPVTQ0=km9krl};!i!Xg+t1;taie=7^qW5QSwNJ2lxTNy2
zdy>8T3E_~fzSACET70#)-Fd6m?`P(z&ps^Co;>l^4maQ5^H)fPEzNw!tL$^_%ks!C
zXX9>Jua>;>_K*WF<40M(((l#Z_vExnMcU5Un&?$AKleYwx-chav1?yWK51;#a!?6A
zHt+Y-qV9BoO1XuZR$@Z>N37PG|Fg8pRPDYaCeO{kxW?pK)9s(tg>SDb`|N1`fAL4*
zsw}DgE7Sd@TCcy@8R7rS<jh<4)qfr-d9{6CR<i2{lito<XEkr_p6UKH{aO5+n(p<L
zb+P<sXZ3Y2b6pi}wm6;VjqW^Qqt41hSuLV#%g%Zn<(ctaEas%JWX@mi%l{dkt8b|{
zsXrH*VO6_y?womn(FYe+)}NWsCv1K#naMxkTEFzk4RV&<{XT`x-K!HP%v`+t%c9?o
z8Yzyh+JWCw7O!Bq+&kShVaffFFOLl;20y;HvtZu0N8Ykry3Xv&w6`5s)r{t;cs*(J
z?amCwC-vED%|4u|JbC`Okf?6S^h|+GleVr<U-mO}`-IbrHWjRv$qu@kVeoMQONm*3
z&b=kw0acf)egvy<3kkZF7Mv1j;PtJ#d|#!Dv7s)ZF6pQBr`Jxg`Dbr6JM(<1jrYBj
z+c53dr^IiIwztk?7M0%kMAYq#TkvFqV|u<n3S^co`cUiq+5L0ghkuhV*{po}pF!hi
z)Pt#8ukJZq_K8t8YdeF|VvnO9ivq*8vM*5gpS(@`rM!7*|Hk?`bul;Nr~FyIpz_s~
z`PTnZvg_)F&#6?qT)FOWIV3z~`{v8DgpIhk#MN(HH!v#e%UND2_{6Nt;LV?ihKC*d
zZSOTcldk-;eTnJ(315HTu6(Pdvt>r4euMNM!9CNBPBAP$!go(unKvz>*4SRi|E15D
zickC@td#+O`At8)|MO(p!i6z<{XZur=C6)sTlm>-ru^0Xg)1Kkz4lkXoFJW7u+`&l
z*R#jIx1MmFu(NM?Wh&b%kS}?E=lfg!Gq?DgN2)D<IydTe<mHH>uWuu!Img+gcJ4SS
z$)05({p`71M5<hK-gGm~WV?-??F%?%UOwDkGi8YcLwCzkhNT`#Q{GRRa9eoO?Gt&b
zlNbe;D8GHb@w;VYUWdqvZMxE>k1y@NuA*{0EqeKyiMO|Ec)s)(o)){|;gXU-ZN@X#
z*Ycm&UY(kueb-8y^{l9J(AgV-Sw)F#A@Y6us;@5j%szY1^|iaFd#`n?cu;q5ipnCc
zAGtA~|K`Pu8&3ROtL)r<@Sw!c=x6oT3rZ?()=5opyIan#cWDyepF6o8EV;Yi>i;~n
z-qiaU|7qRi)8awDrpLKl<=whoIY{T-^ef%#Q%#wzePwoh++(++Af-0dhBa%Uxvlui
zGZSQ@J=W)(4DyZ4+*|j?W9zQUXPXzRym{}ZXLnKdKf~=4J*h$`<Q!MOe0DFW;nQIk
z1EFo^FXS1o_g{S2ICua5OFxop8s92RtkdFRll|vzwbw^q!uH&9#+4I}zdbAGs-AU)
z=hDkwA(=nT33D@VwVs<;o4ESsJn>nsSIoEdX=!}0m{?V_Sy_Wkx4?S;GJD<1uG?q-
z1%Em}E9aTe?bp9j*M1T)T{+1hYQA#JMd|HU2N`!y7Ju{C<i?lN53LF}B^lk-`l@|#
z$E78gcfP*P@+n^B@!?p(Z<{pbMHz!XhHG!S9ddeYdUM07%l8E`JG*japYGaV)9~R}
z{jHPHQf_;X__a?L;17;JyyN8kVj(%(XZmM#r49$pcD(5RvbQvJr;_<Q<;3lhPZ(Bl
zefu&0&%}*qVrH#4a6Q~utSeZo(q5<jxvuH@Gxv?_vMa@X#V2NcpH(9tap}+gRF-0A
zmhVAAA62(TF4Y%d_>(?abkRo>$xfS#Gi>t8bnGN$WZr&}pRnbuu+!dcn?A>N?F+oV
zWyan7FVWqze|vk*?f5EpC}L@KW+VHo&o*B3T-JI$x3*p4pf+!o^s%$iZ}?U3yqpku
z_s&mOVXt{Ne5P$TI-9s+k<rD<)8ebMLd&HkLxR7xmakJUN#SAtEPdX7<{#DVm+bX&
z_dFM!WqI|_iL_jizU)nrQPHusYY)nJCM|Uk;VHjY_+ajPA0HpB)_uiS)i+#QyXNWV
zzNvQYn@$QjriyOa#&_n=wTLAXsy-PwojlnzRn$v2nqQ>t;$2fA^PAoO;(u=cVz;sQ
z*?oP#U!~8dtyAj{xVY|GWm;qGDOZg>?h&cmcEy=0X)?sOzh#_RaB{L=#iGi8_UX4C
zr5x|KcsOBKUBf@We;JwgXIJqpE}3{c;%E2i>72RGVzsWhm-MEwu3Z=4)v0v6V8Mhn
zc490cT{17f%$hGRKjWEPaP$%h^(U3$t7>DGbY*4mz5caXVaG+y6%G$0{f~YLU;g2Q
zz+IvCxwCBVFHoD?YEw|;bvpVcqe=41uG~N`zAYy{=5@N=6rKBGdRkT<!}@KJxhX-;
z&))jn%-A(&)ty>z?<tMHO}e?I_^Xnw1=a6=*WoZ`{&@E1?kBb3pLYC<eEG|7_tVO}
zdc$@984SN<->A8FX=1Kilb&wx-8C!XT118VY&0s{bw4o9Nt^S)s`lSH`%U-02lG4*
zO!!q}{CRnQ{khcb)Aa4F><vxj)m68|#m^7xlV;t_n4mLlBIit|H`=P%U!J)wami9Y
zeCj`gbN6E7KU-LKeppq1j&bRm{|qzc&y0)O=2w&zl{@uJ!Mr((D#iAfmB>!l)3|*0
z+m1!5_x|$D3XN1r+S5{G6U2Aw;>NH)ZaF9R`K>a($#wB~WzZT{UJl##ZSE~?X-PAt
zZA|BhX*O7EE_&nX!J|`!KExY3DDRwbEJOSL$Nvn56DOoI`xwuz(7(O@=kFBFUHAWA
z{#p8;!P1*;W%|#Z&vS(XKjp|dZ2a`~^UHf-pXRRJ6dis0WxzbKORg_h2yuoK>+X*d
z-d1ueYufa=|N5&}PW=1s(2VPU9{WGNI{jJrGnIc)*GitvKmGky?is0ROE>)L>D#|!
zhUJTcZCB3n)$HR`z3IkQa<1OSUSW&;33<JjQFVKtiG9|8CO%6~C0jz*vFqHWLrj()
z58l1I)1b7s=&#<Y$ftTQwmvz2_<il){|pwo&o4iVKk4%6?UR4o7C!NH^0n&!*1Bc>
zo`(DzylshDiieG!IE9N}FW+jP@ONPp-<O|HS+=>Vb1Q9Hy<PC~R2w7PXfx%MLoAc0
zYhB>mue0G(w$Q!FQ>Pr8J-5+x!7>L;X)V?3O6J-(g!ez579GpCevZ9my{T!m_21}|
z`(m!hdq~;N3I5q0(b^m{bDdyH*R`7!TQ&NY-njghal6}r>#tIU4{&dK^H;~?@r2i#
zAKjG?zP8ohz;uam%)z9*z@^hHBiH3|OI2mP_LC_$5^$7$w)x1~yE~6pmsH=MCGR?M
ze$>W4JE#6Rztllt<Ml^rjy&J)q_joEIwtC*HghtENR|HB)S0#~&rR3vw&7jo&*mY!
zH}|{lnX8j;a#Nu{;M3o$Q@0*HyH=n;%)k6)vjBTnf6xl{!;T-iIAo<;Z@;kR4!->7
z(nh_t3zy8AHa};j%=T^1%;$**tcvmuR(#-hpg47fH1odTlCnI*n_@K^6U$fH&3?MQ
z+k5}+h$Cg@Ro50>+c>>S)W9dk#dFd8j`ew3nGMqZ;(Xse)t`&p`d;m&`l)*rpEjwk
z{dMA3PE^jcLx#mio4ryW?+PdqTE(7VaaH4mew%Tg&Zi^YHT(<yWxT#tm%QQ9nn|y&
z-CZ7S>mSe*A^zG-_)OE|@8?A=rUZwE1>Jv=KU@A3pS0?sKNoj(RL4Jce|E-xvi;|Y
zQMLzm?a0@R%i?`{w<>GP#CtEw--$}46}~c#I{o4__jX6GH_=90j181x|J>2LaKy;D
zefRXq-`;)p;WqiWUanxLpYy^;ncKJJr#PQGBG44=y@Fp)Wrh87pEW1<83tb!P1|zU
zzJk^BpCr=_rDKbCn7usQ$Wm(Zsw#KF?lh+K{Gy7YNdDrD_hz`A@o{wemz{ZCs4ncD
z1h-=;m+jNNhyJdbV*1DI%v~4zg0eeSZ-n={)V@C@&1-b)@u|(P)Z;g8-qjwyZA-KB
z^hsxRinmHV^<ZJ?n6=Tit@2C3$3&w?(jHu|&(D7O>1?D+#>L*hbLIv9T)C{S@5*|U
z<`uVJ3*3CQZuRO&^OZbrPA!>|_qY7}=@*@X=Q@AvI27X`7tOnSe!_o-^SkQx-zR)-
ze|G&@^a0k^rAy~eFZuMKA+738jM2Q7MN{IJTirX{zbMGQ`}wEk-QSu@Ega<9?tAQX
ze8z8)>2qMVt@G=G;}?FFdr2?<b>P`K!QJ0?$ys%sT<~Se7WT`_oy<;7^hvZ+lU%*r
ztju0|?#jPKfnBP0a{hW(bM}@e>qO`8H9uLA;}&IeWBrTl`ltUH%09lleO&p#?Z@K(
zul)G@eE*sEHg(Adm(REP*_Lk{^Wx(csj`J-E3PZ4Eqw4<gXckTUgWjoB8F~GOf5Ti
z6&q`EznEU<S9$LBiTg9}MP8X4P%W#M>m>2@#A}Zw+tL;n%bLC7&v{<DBU$sRwN8<e
ze#M{n{~6}Y+xqA6=4*epK8sh%{H!;*-r$q}Y#o)1b#EW{o>E^SJ)yKfE2H|$ao?pD
zCnl($KYwqhQDO13v;P^MGt}JtrT<y^tX#m3={<7Umx7+%(>wO)<mv#kJFAn|w$6T^
z+Oa=Qt(Qe^si#6k{@d%OSMKMeW!|2tao=Ww_}PkWzFXcExu5c#@m0RfJ1eQX;B<U<
zg4_Moiatl?3I?q`z2bKqd(H;t9A10tKR;K+zO0`oKVzEJq*a;b^OEPi57?Fb`(^Gu
z4k?Sb-=jps0=GA)HCw(-d97LH%VV+8<@>*u?VnA*)GJk5dtcweF|l-QY5tloYk4E8
zHZpUYw6q3@PY4aDuG`}iZrS&`cvFZ%*^6)XN-ygw^G~i-KN}UkcE#;i3)hv(w=PTF
zKJl+4Q`4F&?ma@sSLMgIJhO}R@c3?dE5qSPxS4X{(z{t}cD=ZedPVA^EpO2ES6?Rv
zuokFxuV&3^E&NuUXT+=%UBhH)be8|jq{@2lZXYY3e%qyo{rTo>oGrQbiKw$mxI>Vo
zMeU+Z1@)aO&Kr*z@u+vjo@)QR>QH8>t#wev;;UPh@ae5vJ5f({+l*Cr4=S&CsN6a+
zCD=i-lI@+(k&4}ODi0i<yRYicoj;HNGl;(^-{*5BEjLqPTjiVgQeox>rxOk?o+qBf
z`BnD@Td<P@%ey5qJCYWuUOY6-(M9}BUG!w9KJCC2mFYoOOmjo3tVGYQz1eq9t#--G
zz-09a%Wq7d5E#XO>&%|!tnEVTwU^KOrfj{O_?hR{(IdCkHu)DXk+?nkZ<*5km%Pdw
z(gdrRS1dm|u~9vBZejE<(NFoa{pZ-sf3n~FB$u=K>^*yzWrr8KWJ~$hXUlwA^_x?&
zeY?*~1;++`!^xM8gm0P(o}4J@-(kD&Pe1S6*(_awg+-?pN@i_cTUY(q=ioNW+VZSR
z1#In0v-kasH4+MK(OU4Rl5MH=lZHhSC*B19XP7Tn@@f0T{hD8StItVY-PgKk>H4da
z-aXDM_F5XG61dw~t|9GssPqx{Y4^SdH(X1ox!)_5wsTQdTvTq*`QWz4{*wwe-qB{@
z)ZJkE;>z23#kQ9HB5CH^uY7#f@*`DvJ2%JY<RcdyU+y~59LTd~i*jjT?4}p-_SS_@
z;}!lU{AZXW^7r_Y{u%R>1WrC%{m+NtPD@YtyL0C^nqB69?fI~Fq5Z@3J9bwrw@mn#
z{Bv_)rSswHRGz>id=Cz4PxAQBkUE>k>7-t_$|{pt{?dho!M-ot^B3z(H`_5!;Luiy
zNXAFnQCDhyrB1xN&b22t(&W^c2SM{Wf4^+)z2*2z=0C&azwdv}iTEh~|LTtnkFT<f
zD@2!-PTIXZ@Y0RHFP5CT>+0&4W!kiizj}Um#i~PEi<(nSl(%Y5K9r|nb3gw-!#SCM
zQ9t*6{><$B=R%*^r9aD`o|LoP$~mQfy(GI>mq2EK^_-(ueY_gddxF1-y?V35;8@n&
z{_UM-Yt5qqzm}~HxH7^2#FLd`Cr!RE8OdC@wj{shD3hzq1F3n|zsr}$D5zcN=VaMn
zQ&Z#+Ev!|S`=8;QYvnOs{m=8`wp@MdI;CvmO|!Y>XZ{p*XWYzV`lxa-Li2vzvDxXy
zYYx>oNALA(){sc9l{fvDRN3_X%!J!9H_x137IE7%H`6d{w`EJ!sYSb`1n-yC3mEN@
z_+hSl^Hbp)`Cajotn{`&J+J&T{?shqdDA5?m_%FKx`$m|C#Rh;PrF21<uFUm+3@r`
zn^wH@_gOE)^Td_8_Fc>pMZxe7Rjpfoxwb7#Gp*NoSsrkky)U-d@ygm#3BkD5o^R*2
zeQwFy&t+?4^p2;{ZpHl>3jN*kV#U3O;thA}?D({P;#RJE+d8vV=Ug<_`jwz=p5VDu
zbH}&Ssml+SN1M!bt9V<zul)1#C+$ztc30c(ndiT|*6*90-Ynj!SN245izIzmzf7uS
zWl(w8Qq39ZY}Q|P9=7w74;A>c_&>v(mj4WMQZ{~4+n%_p(mw1nTf5xig5=FxKChcz
zn4IxeBQGH8o=R#;(ULwP2CuiVn_i>{h$?Pwo-QuA@wZ)m@7u3;<4@m9+WBefyN$KU
zc9Tn07oE+jm5;x~!aDK7>OV<MOa9L7yls3=&!VDv_1cd+jAV-LY_^E^y{fBx`K$Gf
zlHC<*Wo?;v=e~8cmzi^ABTMg&i65(<8Qk0!;{9FvUtyH=ZTX+a>QA~}<@$BpVVZYr
z*R^xezgOzaXj{2*d&bGL-y{Wl;>{iBnNQf;sM?#Sl2-NU-afgX2|6Bm@4`};jHBML
zmfzM^FDvX8*tKDX;S9@_wjY{~v>ZD1;80`w+W_tBIT|m0#Qzn=e~Lc^8qO=Ii}`7O
z_Se0=OI}FDl#Az<E{Xo!bnl%Dx6E}R(G(t`RSj=<T5g#qIEm@>;*Whg%bGv(e>OfT
zwtwRMS)2bwXUgT)oBqs`+#8|yq{r!y`)|2LygLKZEpJ6tv3$4nPtNw)W*ay?{Ns#;
zp;Iou?pBw5c_G}yA-4M7l&^Ki>(8;?m%e|(x9q9Z;y>Xl-D-EVFw}hB^d{rljQGlm
zy!+;>?OrS{=}z1A=h)}j)6*hy76b-AHl9>terAT(l316cM<?AqwEC>aogDu}|C$qz
zL@pjwldsJGc3w(XJE~qLS$D>%od$oM(!3UR<+>^#SFv0WEd5peKSQ1T_DNgp|6ltt
z^O^POT=%n9&laXGcU^Kb%c}Lrw<sT`iMO3qdXihS_aE58GWYZ9b&?ax`IfyCJ7UVR
zQ1nK#&-K@fH+(AEa`a31pU34-Z0|pppYe3s-&?0o&XVc)_4L8-;Ei{p-D;x0^(A;K
zb}T%5y3J0>=Kj`Sb<N8&txWe#UK-_|x-7zF!;PCR7E7|a9Ypy4S$alt`ITHs-L}2R
zan*;Ss*s%e?V9YROP&TgtO$I3{FzZks2;1R=lXj2+|@0Hla$P|7=v8vdK^3zg(iMp
zpuqS0_nZwm$L`PD|9Q6k<Xf}v@t<3(?K?gCQqrZhTl&p!AG*Kq^1O>PqT+RGqc{b7
ziUZ_yR=wREl5KjcQa+?k@4Vy64mP77b?wLOCvCe_IsY^FiCd;mwC(0suDNmK+tbdT
z=(UH=YRxKr`f_62^LhqT%Pd2^_X3Y*)P1Y${uJ-|=jde<?RrDT`lo;GUhxLKKYd--
z{7Nb3;@&3i7r9S*m-Tvo3SGh2kR)A@dHG0_>iLtW&$%o-Q1<!NNB&dqe;)a<U;V+Z
z&6l>`zME9Jb+-4%XD1%)*zjv_>(=cHRo5^2RONEw{@zKcAv#}wRBVi~ntYV;<<qNH
z76l$xdgUL!{B=L9vN>Ych5rnC>*B83Z7pTdNw^t0N9)}YF2;@P?*1-0b>_qo=JYnz
zDYI(wpX;Ame^%f0U$p<apTg(2i^b2dYT5R^%59O}yi<3gc9hL!O`M~%TC=ak{iBl6
zmesH7-o3R+ln>dSb%kf9t$~7p_Iu5Lg{EJZKRrLI=IolE$4^)Fb?29_@P4N6_pX{Z
zN>x6pI{L_?C^m)-y^UH|9$mS?>*g`R!a0m5sJC-M{N(=(bEI^i_5NJHa=N4HVbirA
zn3noXWE5$sxVp%;TIT%als$Ue!#jGeSsIIddQ$a#?w_?!eAOMSwk`hI^DD;6+s!fU
zuU4qagbQIC`+QH#(&bdwJjkr)K3V7U!@A$zOK)dPld7M-h2_`2)~CO{Yt>!0_U%#L
zw5d0t(bc!^5Pwnm*%LQ{S1O&HUeyz~m0{wHS%2bJ{AZY3bWnGDmZ90qg9UqbFhm5+
z=`E8r5=s}TI?`v&cyC9Gi0Zj1n-=~!Ayc0C*Wh-{;*C1t=i+DGpDRDbTYiqs)t}YL
z_D^gKqh7u(Pc2cowzs;o*0AcLfQYKs^5sF**SF<=JT9~NaCKw8>1;KR)7=ZL?N#?b
ze`pnR`CoqY&-LDy*43^0r8@P^^*~pTM@!oFZPr*|qP#A%bOOsnzt@{LeGtfBePG$%
z=w7pXDW;K2dylezb~B!=wA8;uwQ#@s>-s;xSBD7K`TqRuk>nj!Ij?%k$HzJzymnJ9
zuYEJ=ynMaz_dV_H?LS<<H-57%KCw~v{ro-u4!qg+ZDstYz3!4Joju*_j|wE6`KoKd
zmUW?d(|?BT)7)~4T62zU<u>JVn#COZyJwH*qKE_h)>qat6`MSby6E@y+pnSrxr+jq
z$$u^R&rsL@e&@H}7CCCo|F8cz__Om_X3f**{RWlWVwHVA{k=XT@7BNf-j|d!)=YX7
zd@8KXJWWG#Rc2JU)t(!FEUy=@JXW!IxAb4(;?;2+xdNLmc-ky}vuI+F=UM-ptcOi@
zi+68-Q+NL4>iImC<zH%V|7Wn+`}}wO>AOk!>hTu+r*B=k$dM<#CS1p?sO;vibkXK5
zDMokB9iRWE`mTSHQw2|9f0+H&U$e#8yJsj)ZCALndaK#;z7mJK;%%pUnjD{rz1-4s
z_x9w!x7&N`PflL`$jCOzEAypwiAmh!`|G6R`aF0&RK7BliJoT6eyF*`@NMi_{==W-
zZJef*2yQl5HNoF^rB~@6BcI&Kw_bkxF7{pE&Y{V-?>ei9hh5@YGtsM6HbQnq$b^F4
z8{T;__bns-Gn`ZZ$$a`=j$PiT9OH;rRwdJ;TKBbGQtW(NxBlp&?kfwQa`R;!xKd*J
z^u*`A3ztr_*=9HC>)pw#+iFb8rqn&Zb<g|i8`TY)=Dm9`JA4~ku!J;QRMRT=<i|61
z<!ltK*<KdaV>G8$>6D}SoHbj2-;H;@^my81|BXANEx$@W;pi>0Q_P#PK-K;B!dnYU
z*M-`;cNWUbIg#<lKwU}y^kVtXsl9jaPd1Hw=TZ=TFt_Nf(V2-;Jg(1f&<^yo^^a@T
zp2E*RS>N?dxt)*vr|fgvtme-8>G$*D<<hx!qVuFh)Gtl5beMXmc&VhP&Gi*as}fp%
zi99)Ac`5tn-a@hNg{~`ETF#y0Fzl*3tLeL<#^}r>lSjwIlP7<$|GY{!JND0=K3!v%
zJy+hXcgp-F+PZf4Y27dD&iNE-73rP%9Gt)T!?mfBGndMBZ4Y0wSx<r2K4SlK@%_)m
z(*7)pj<>H%m9BOFT$ZbnX=YWsGjh$J%?Yo>qAQlJ=3KAJ+;dsEFjQBjl;_RuT(db&
zf4-MQ_4;?Ymef}3wgj2`{_1}`-OJ2d;&hhN*(LK-rrJ2J^}Dh@M!H2r{l(WF{^rNb
zrR$#G&dC+o;H;oFb*;mSkKa%7UI=|F6j&@`Bvmy@BgoZp<uY%Hul&`Vrxw+o_q+1t
z<olAhVaG%E$9kO#m>+)WonrX*uK5C7TRz^e`?+(5h}o0RhtA&n&#>?(^M3}*iKa)w
z;_9}{E17b7p~YhfjnxNNuyUHN%l`be=*yksdw;Hey8CnK(`c)S=kBGp{AbuGB6<4N
z!oySFmF%?GnD;mSKg0amS83-@{Y!4xA^1va>yaS+q=Ss{$IbWlZ!@yFm%iP8pWO3H
z`==M3{b%#%q(M`1#M?@)>qY1MQqDPd++KTxv+ca!70G8$H#{l(@W-f7VdDfHtA9%D
z%0d1&nf0=!@P~=6a7krb)HFY(BIU@+Re|bh`oHY#Kkd6OcfZcNv%M|;|Ail0v!A|o
zj=G}zZ#{Q+Sc>O+ulb%@=5Zkk+kcv_%dalplDL?u==F)xAB#6stE=s+5qx^(yKR-M
z)Mc*=rryyWuX3LReA<4ih;gO5&3U^`RXvA-ZGM&1wtL^av85_9`IyjeO{UnJpX_<>
z?rJ`A`H^4yi&N>R@0|9_D*XIAe(8UP&wcT;);{yK`Dq=q^Xb}557w4<b=n<Pe0x2X
z{oMJcH(%hxlkyjz{#_|^XMg{(ch|n@+e`ndr*YnTB`MsS{n6#>{TGt^R_XI9ZcO_a
z9qOzp+bHkn!ql+gkXS>hdi}Rg1!6~LxgHRow3LyprRcQ7woWO|Em;pj9q!j2J6=D}
z`><}h#<J*TQPW$s%HP<{+nLUhDaom^`mU1nY46#dYp#91(iSKabWFC^S(^1`+p(QI
z6NE&fKRlbF!sDAKA=dcR_}P3N=Ty0+<x96--NLVZ^Gwp@%TZM)`j$_!UZLf6aoScE
zDVc{g%C<X;Yqg{rTbS>d#V);9u>WekuJot*p<6Hi*(wqcxoy_A;Fr64TQ9JtZSL}(
zI?pxfY1&tTO(#!ZQTgL`u}5~_!}O<DXPi8gbH?rWH+kC|%jet7{aIhTTz5*CUHOGI
z%G;YlKW$ytUo1M)^U5#2i@M2=6@w47-szhvX)~*?VSdN5h)q7n&Me#?rx;y)|KtNZ
zr`;FjKQqOjey{OjU(ywugUgnLOPyQ3;-+oyzHWi|Ajy1vZoz!z1-c?Jk@uI&sXQ}0
zR+0ZZa?T>7J74yFsI!@Q{`s?oYa%km%w{cGqBpI-eua}A+uu8hQ;b4B-01Ch%Dk@R
zX(Hk0)VY22zp#I9FaA0G<$dPs^dxIvTC>kKfv|JhiK#jl*KAsBwfUs6yRrbc(F*1H
zd?krjGIyI<oR`_IFTUn&<}*2&T0?oGug`nq_V}{boVB^bQ08Q!$L}1x@n=P9%C;km
zlJrhHX&xzg{UsqyH0W%0(4N&^Z+D)U?Yr~MW5<BTUd^{Ls*Pe(kLRqdP5mI~Ic=Y`
z+{`rPSG<<3PI1qd$E{c0E&obx|C490+~$f$)v5kxIG5#rEZ@pSBK%88w|{={VbfjB
zJBzj)E_`2?^wa9qEZ4Vd%llr+x^LDsc3j)PLSB8{1+NG0v%fn3D`<Li`=@(Eg4?a%
za_-A-F3b6?pHUO5o?BmKdwz4hR$SQU{m;5qy^VINei!-Oa^jRer3Wt`zpQ%uMD=v;
zl>qbChnY92%dN2w^%TwuWq(_8`jNBCjMghMS34M_YSi}kd3Vivb%}p<wfy$eFMe<M
zsD8Nq|HZjKPk$0WDdqljS?kaAWiO|FGpj0Xs;cTKTru@4!=ml_s#<5x?^HMX9nEpI
zN%j1~S9fpBU2Mx2@uctLD=YcxPsd|E{ag6-{ztv$HHR){m4zp19+WmavU+_-;=amj
z5vS$+gf#l{w`6`gZa3qc+L4_$=YQ|`66vAP_8|Ju?$kSP56Mjw`tqMa|Mm2L(br3Q
z>%FHg+<RFssNzLNj3Vn|>n{l$XChJzW=wb{J1<A@Y|rBfH}(hpS@@h+|6G(?=QCT~
zgWXryQcQU!?Php!_{Q`6C0BYr3i0=st!t~Y+0?Sj_T4qL086e3nK3urOwT_1l%le3
z=Qj4vb$8FVw>dZ5o+z`py)@g}RF7Ng{g2d%jhUyX2>VO_x$vK1PUENfPnYgnE5n;v
zU%B|AX{_J3WU;yFnm=6pUVrpdEqk#0`orJRX$eOZ<uu<udEAheVQ>ED>wgA&{?Bu-
zY(DsOZgFVDDyO<0!57!A*q?f+vLk<Xz%!Gt0ska+R(xqG*5}yupJC3mKOc6@UDkZA
zE@j(FRi~frAy4dFQv<i3*05S!(_C=5tL}dNIsKpSLqD@WEq~g!^I7KMth)41U#hy}
z{+;<+-j=@d&aM;l<^D5lk@&mji79)#$?83S*XJ*_sZdT{Ag_K=s%?t?yDxu1D`}!V
zd8SR@7HlGJXsA3RQebsqfyJgT7Dp}$y(>0+@{mof!<O%1|Ih7b<MIsdIOea*vdW!w
ztRm{T@?Ft~9}X>i+Ot<|>5A%kyVG30wz+M8(i7#Y&^xD4{c&8{&it#-_D?_gPjZ^C
z`<ZaPi7uD#>u&iHl#=}SvBt_wl_YNC(9TzWKbskp@@J=2dL_36$R2zy)w<{Y?Eeh2
z!o<w;Uu9a=Y<wM;^TajSXY)j_=&$Ni?;iAcVV^$n?My2f`I%?8EAA}ayL{E3ZQSgY
zIrjcH^Vh2Hp7qLo;y<;i-8<z}p2t3mld>+l{bhwqMrPFIZQ+W!6K7dYbXcwHYbL+q
z{cUYM2d8N=M|rg`*6#fza>DE4#+}PIzVB7L@^n`SgJ1yr!^abpZd<8d@H$(Y>%aMx
z-q-IhrzOd4e4ly7mi^8b@4f%FXl`e<uIbC?*gjvq{NeLI&+aR(syrmXe{|`Y1Apf2
zTyy1(_sk{Mf8wXbh41{5C#7{UPqgg&vMkfW4cr%Bs0S(U{WbePgGFkA@~8S4jn?b7
z9IfL0!7p>_&D(_^OYd&~`{KLZ>p%U)=Ck)3FIAXu=)~mfKR=z>A6dBNw(Gm{!U<=6
z_wfJx@vw8rIkTf*Rll+`E%|2u_URs986K-&cON>Qta{qyqbim3pP~NymKSw@ws)>>
z{eS7}^k+KBSGI^St#rG6-%M&=^2uYDb5DMdf4=?c<I2S@)6ZGi&R@McQ!W3J#%$@?
zt{*?9+?#p&+p+#0nTgNk>hf#fY|rXp|Mb(+`(<7E{RO^u7pMH~Y-WxsP4>B%Y_9b6
zrsCl~+c(E<PU%kmb7t}VM+#|@H*Y^SW1oG`USrQ&{mEN@{@Gt%lyvdW;UdL=;~CF`
zBt1Sny=*pj>Z%W)3MRj_@10kEtL}_ckBviB^VjwM6Z3R)RiE&$<`QzRYRG=LuiW77
z$DG6M^;Mao+s%HgI&eAbdd>-ff~C{T=htQb+{dq4X&gK2+@G62o1W&Hyj6>sqkQZ9
zD#`QLW?c9v7<Kc`iRJ6{eg3>T8WZObfB1KF;em;@dF}gu%b%P7Z2vR0r9b<hc`wen
z<oMKA$-V#dt#~b05rvPxjx^NRt-12#c=3(^4`$O{J<nA-)${sp%h@qlUpgIsdiIJx
zbLN#@Tc>{U%i93In&rZ`4Xrla@<`k{jXf<usW0(m@j}+aD}GFDIR1FC&l3leBe6M(
zp^U2KYz;H{j~su(YQU{J`IqH?hB@vR6+Y+xdDQ+?CG7gy+~Vag-l|Pqb!%#-Zl2Pf
zoozvTR!Q|ps`k7&{b81r;MuGszsTl$UuQ*fJUHea@SRutbF%ZNqer(-|Ic8YAAaiB
zlOn<FYU3Ftzb`d4d1o*C!LGoXTqNsv`;F&ui@sW!&Z_pkhM&cs<v;xsR-Cn6F6*-L
z)=-_;{KTr|ZyJ~<RMtM<=H+Ij^6obCVX3|Ixqlx2ymrsoH9q?yI_}>*_9yq*-Q1f~
z3f<C}A4UAu`f5F2=J-SP$&#u3+5Z{lMCDpN5BmJZ{MMG@pT~o})!Gg@oGvU*&rzNB
zEW(p9!tK+76gQm(McPL`o&C>{oMb2SiE-mp{=Lt37wd~fILtkg|M>K~+PvIaxt2op
z1!q_4O>c<eR8E;;o_6Cu!(78h8~S)J7D=tmcD~WKGq6bcr23>tTi=G@D6af{HrKP=
zSI_sKZ1G`vjp$VyPnYk$VUPHw-kF~e^xdevW{Gxb-hq&r0z!3_HuV8+!3FyMJJhzT
zFF!DMS59$BT+V)h{|wK~p0x2BRIYrdBDmyN$VbIT8L`^~-_APgcVy=-$C};ur|pWH
zAFr)HL!qZ?SKPX3*Ecoq=*l?g)z8&r%&e0mp1u6^;VJy;Fa7^Kyn5AU{j&fG!CxU;
zwf$CT?*DKy!>;*#_S@!4_np5O|1(&;S6}-~|4i51ACX-B-|E}^^{+gBxo`SKtHvH7
zPlkpJ{;wyReUBI#*XM>siY;|N<gx5OgYn~OE`_FNE{k84ek~->dDP-U7vpqB$K%%1
zY=0Tr-(P)g@2~$1KK)(i57qy_{5AdA;u&xEhOF0EkY{hV<;-8_-encXrYP0Qu}*ZE
zc%GYc;&$FsTiJ8Jonid(xhz0E%ers<+4%G4Pn&<r{ZrL8YyLatGn=HlEv|4yoswEB
zcJ;<P*Wwx1GV66G9lWux^JeW5(_MAKTONJ(Hd|sid1uc;`8OHG{<ia$Gk$6Ff0mjm
zW?uGW^~^~b_YXF#u&<DmahtuhVAs34L;w7LPLnsQi~Z>x8TQ=tXqRir;yR;a78|Uq
z)0cd!3!KiP{`A{^`)}{2Mdil%)aqQ{`7-L>YP06$QCSlY=BsYJX3}jN=e>Ml*uBF6
z`<pI3d&-h^^hvAQlP<57_L*1RQlCw1;VikaQ1XeO>d%!w=RdQ)Z<P^0@2u>(g?eiX
ze>NA(c3jatyLxTw`DyFEoaIaH%xdBc_n#KgCH5n}Oy{bySiMM!>3&{oe&$0D+6(v3
zf1KV@f6nAT!#U-Q`We4wXU(4>wK{YEbUD9CV%HRUJVj=meb{FCT-V~?yL*CKhn7|v
z8x%2J-5i`0v>;~9PCmnupO60)iGOAe`8<8T&H1d7trymAnLYKwm;I`@6vTG1&0Sje
z=)U{bfK_7J4pY<`_Vj$Rjh)Zg_wwkM`_<21tVuEA%-bjGd(BjF-((-p1vf1Bff@!S
z{~6|-_;c?+!<>@nyXvPlzx<c+DdoD6zxl+PqcWQ#juzSreHSY_s1h!=$y`W6`B(nc
ziybV1(^=9St;LnumQ^fvc=Ky|%zuXYQ*Zv<bje%Zy#Ac&3#+3&YfnXc*c>gE3Y(&$
zd$#w)Lg|3(hW+U-pY&3ygB$|+b^OoE|2z^~_V0Y)m3s9*SAV9ioGJa<bLsi?wJ%f5
z9?mn!Ns;lqu_XQJl+%s|W)pJSGhOB$bg!KJuc-M`x=UKT=B-!%()&zOHug!!uW+&G
zZ@*IA#C7FAgO>T%^*^l@Z%mNx&r0lfir1O{^TdA!i(7T6cmE~4_%K)R*2^`AD@*m3
zYKvc)7^bPTtHV_%oWt43UtTQeNM7sI?X$EmJGZGFFJ64j`?K*QYkBpz?0+7o|9Q5q
z@#og`r5XFGc6EDQd-_FZ`q|(qEwWC@9=Tg9E(&Qx75+W@q$Y9Zw$e7Qp7Tn^G6DDZ
zl-F^$SS-l$-?>g<mUu;4@1kjDnpy^rLfeiAR5xkPc&57RaNzA}!NGxd$|MCvKC({A
zd>T4ycIm>m(~gVo_<a6QQ1*$rAs1%lKfKQ<V{<_zWy)c5Hf>e^R_lsqHh<>4NzXri
z(&Ey?omcbgRxj5&Hf@RLiu(pnHZp$XIPmV+e7E>zM~_tWyGuu}5R?&oe*NT&ave>z
zC)Z5ZpRc*KD_{NT^XF<am&O0fe|dWKjp$clMz731#@xEIpkl5{m4Q}GF|&>1w0CZt
z5=SmyS@Ngp&)(1dPrpCQpIp+fm|^A~-YM$3b(5o(mzK)}tAN$(L;o`vPJ47vvTIew
z`N;|^nN#xLf2z^{DgAV<|EKaZak+nXd=|D}t9$?27wMnujHL{5I+Eo~E=n!ocXDS0
z9x4<TlDYYsZI$7S=O=#Jz5LHGCx6d>hT{7(P2>f-&Ni~|jj5G%`L|r%|I6O_5m(-Y
zWlFw2>UKJA@%qH}q?^~vWPiD)mes{D*lO>;J2}a9Wo$M_?(BrU8Sbyw?-PnBc)wZr
z*PHwAFaCX6*Z=wbgp~gb|F3*)f0k66?s-M6NB+*gHydtE^?FvfxFDw1?$|uph32al
zMFmVg>Gf&BN7J8|O&{Lionim1e$v}NH=mr%_So4Yo?Viy=^ydTZPf<b?PqGk_{Amp
zj&Ck)_njsD^6Jk?)2^G9Pp`_oC9-pqF7K(i`%G*+f6DDVn!+N){aPxslQCx1&DgJb
zCB0_;TTWSQ{2sGRZSJ(dqZ0ex{AZY>{Mlx^!Oz1dw(FnCymWYVrs3pEny)sk`pqVK
z?)=R?-zAgZ-Km>?(stj)f|Rzpm~i1=a<Bh0Smr*j{?DLR=lOH8->0XCZ~xqWmODRx
znY%<l+NP$GT~~6ixrGI)o?Rkzq-knGgx-_1<6Enf`6d-y_ByjnfBFUM=kH&Bu6&>V
zcj}dI^LTdMDN*b?u&+|}n!(FJF;AOw=g;o$KV!{r{4d+F_NlMsTARf`Z!h*-{$g6t
zNh$Z-mC^C1*SrvPez|%5TH%eCDum3xhStehPFymd&C8~{ca}`x?IQW4e<80<uB&tZ
zIsemo-=@2_&lT*O%QL6_+S+%wZibz_;vv;5vr*g4<8FVS^Pz_`_boko-Z){u^?!!v
z3jY~YZJz$DT=ui*^BF7Gmc?ft<vP26-Zo|3v|m#%^9KiQ-1C)NbWdy7Y4<Xn<&&(J
zoeaw<I+F7~cZX5u8!J1T?rW9%Yj|qvF3oDP(K6asy^~dMdsTd_(i@psd~^9cdMC^(
zX5pGIcv;z}(ecbX$<7~B3bXi`uOx>Y<yBhLZgMB&y6h#+_YRIPJ?$lT{^F^xNM@cO
zr^U;td}#NVlb@VTJ}sY78n0N{#_M;*wKCU6O?!4^R&J@TU9qRaq`k?Ld+le+gs1y1
z<ykJdq0_x1u-<w8=T7<g*Y3~wB{%sAzd=^eE2~+V@$rAQedc}Kw(H85)us;%m)_m}
z_I_rgr01Q}LWZV>MKxz8vMCiliBj;G*s`<z7FU=;Xr|x%=WnM(r?Z`?p4qhEQBAq*
zXC;|AI&)t3c}H@tue%xZATs$BQ^dD&@#$u_YG=sD>{jnt65`VQ*6Z-??fZBtcJ%$3
zZJbr%>OT8wj?S8rXwl1SDpo0|rK=QAJRhF-Ro#rqMDu|9$~*His;7zA^m6t($ou)O
z*l+Zo!De0E%Ab?-4o1(4kM>eoz|^g=KAz{``LE_lPkwFxv_Fu0{m;H*yYD)SUh%$j
zIoYe`(_hPbvp%t@{%5dc{HdGzvvZl*?nQ1oe;zJrF3i`lHd$)^MDurKSx%h7=fVz)
zr^hTyzt`<IZ>c}0mUXMUvi-BZ@AU;{yUxvKom0NiYU<OE7QD_kp7kpjPGr6JGEJRN
z@#>dzYfkE1<_k%_HoNx|<KAb#*6J=@ki7ktot$NfZyS4>YGt){^U)56I>m?Ilgqk1
z|1)@O|NZ&f%5VF(gL*RmuYT$4f6goa+4$2ld!vlYYgVs1{yNq%zKb(d<D<nJ$J;gA
zeOLFb=9j6{%g-uH`E4Kk@bttdasE#)oLqdUJz3_Hs{Peu|D5Au$6J(Zj@(;5&Gft5
zVh#>3zQ;P#FL^0$Is9<{Ieo>T!ybPQUwo*`dnGgXnW_Kx2QO{e9js)Y{totX_{e_r
zi+$SGKQ1qyp4;}ly!xJb9&_fTW52m0cecF{jVQNWIg82Pefx9qYyTNOcijv6ylmpL
znfncuw&x0;?qA}co>{#j`ozi=Hdiv1G)m}eBwKHp`Y4O3$n??SZK?}Z9^FeR_<r$K
zoqTfdns4>unH}!-mpNS~UUS;XeCfX5zx2p|Q!eh!^?UVlYcAV&|Ie)RmP;EO-O1d}
zX*o@dK_JvQXo}K2$%TFE^}C8rrJQ+}Qm*oS`m&=pe^n;-X*jqG+-|a)7<;?UYQJ&%
zpT%3Ry!p>yz9sYh`>p<GUUMJ&>_4S+`z)7TJ1;BDTwWelrYU-K?qSObD`Y06Pwo1!
zt|~nFTl=$;kEcT%SMoi+@O$Z*n)zJc7H{~^FxhnS(YkqswjXTTzb-!Ie(Klq`&0fi
z%y}HCe&%|SQudrcdxI^%UA}aitW#-@*%Y#9MLFY=&|8+30a~6CvYhh;9=($Dsw%el
z&{r!TUb+8szT4-r$;<1)e!e~#b}#qOf<Lb+-+k3LzkTLoOor9ose3M|eDmh<*%<dX
zP3hx)J-szAf_j{vI`lMfT6MZS+R3|md1YPPe};3;mGXg~)MuBj)%>!1wXE^!@RLiU
z?qmfn-M3IBJZ!@&vHg*)yqpos9>3Dy`oin_{7Ckv!-r=w-pt%octmdftlSmXy-u0e
zId*<$uW8+WsVHRKvne;;UVe9=MP$L}Ean|1Ecwp+w3>I6J-F-na{oQe)_`e8s#@e8
zbB1qzX=U0!^Uv<&WNwMCj3(O(14CwfO?8`hw>&ZA%G!w&!{)ztF}-2Ag1h9K{?Fs}
zra#*q_g*oHH4gYI{Y+lRQ+}>Z^9ru{&cT;ig1leOztvampptm;l7fBi>Zwa-Y-Yax
zJIa`=W5SDn9e-v&x8^^?uT~j+zADA(*6FjiLZl{a3VWivtRU#swS5MDlU)BDXAM-?
zY~9WIc*kR>s<P7$sw^TWT}wQj9C&3u&q;%KrGHAw6Q#~S)BeeSCUwat`PnuPvn!Wt
zWWU#qsIAS7u=Vn3oZ7CCrD0_Fg=^V8J>?u%d((QIn!C@}DtIoh{C#R){#7wut8=pM
zj#u6+m{9zrTU+8UtLXY8M`}K9)Do-n{js^i;f?wGsv~t3+pgG~md-ydA)E4-f0?8H
z%Na9F+<xvf+1CDNNzY>Wd6CETW@-IB-wdimbi=Nn7rb}ZXFGSH@~UGYs<M1nl%LM1
z^qqUV@B;Uj_h<L3x;~fJ?5H<4;n%wBn|ICX>)x|(JWjl8?>ZsTu*B5rakGN3beEe?
zkl`-<r6v96<WH|P(_VVr-lk^qDvwK=TW0BoUF69U?^c!%xL*5uww=ZI{uu?yoZsaq
zR_66To3EG^Ki4jM$0z?8Tj~vX!%vrmhreHZ*R^QkE?=b$6OJ5VzR>k-bDUBNhr({Y
zGmknZn8!U|bpMs%TK{(6SK0sWC4AVe6j6HhPEe6i<FTnCFSqAR;C^=CtM~6ZU76&*
zBefDP0V#+6ZP<VIcg^nq40DY_BJBTP`z-%d{n^~_Pq(dJe(289PusTVzI?r{)Sg{#
zI){z>+v;@5o4Xz_ojduZt$gO&bEo?=5(Rn-8592P`+m#H^zGg!p_?YAZ{F#@_Ldii
z;w0ydx2^sZ3yE3Uc~6$vc;c8-Po&&phJ4MthN5447F@~6(Dd2T?;KLUhhO`X>fU+#
zm(JIHRj}rpP*m*gJBJSKIr24j568NjO%8K-QonpH+wt5cGSMPlz|8iq^1ou~PyBx#
zf1mzmX>D=+vmKYu8mWHP>(5jadU@^I#fdLYR&xZU&F%cH8xrW%l<jYHJ)2=>pYluT
z`0Dqza~I9|$oWjhNa;t-@4e?&EZ9BkQT1%gv?*EBx+c4)D>@6`-qbY7h5f+eZxK@c
zPZyjmWS<|NRCvr(>&x7|$5+@d*f`hkV|p9Qmj;`gYu~0kxiZVtZtK3UKfL6e_sfMU
z1}i;FYG+yT^-s-x?aIeKpY^AGjaB~4{^^t0e+IdK@iX&nc1k!F|H}56CaE~-ng<8t
zvOZ2ORqv{vM%k>BvHuwozRkGwisMABFoW>jJN0KP`*Z%zw_UnOU1HCUH3#Z#_*W@E
z{I*Z;bKC0tr}s^w?)=QTT^W3`>d1Dvl0SPV-Fjr}bndm^HMOZO<(rI-J&TyDvUx}E
z1dSAp3Wol9Q#ofy*~=e)ynpfMCm%lM^ZxGF-@N}_b^qi)S7z1qudHl#++J@`>2|`s
z_UFu>_0sKEZFam=`gnEi<K$D>c3DgH!dC5eEq=MtecD51;iKa6YV#}?r_Xr)<9$N>
z{QBwF<!8plT(!3>(LW>opTX`HZ`Aw1&v(q-G*vG@+Mg8}?-J^ADcaF>+gw%Ew+-F>
z?;Ic6OnltmDf|0)acf(g$REwFced|aT3fzN=V!g+#<@_mH1S4ms4ds;o@2X<GtJuF
zujVJ3hef46eZxHcy+Y^QOo=B)Gqf_yRd_eV8k!u{Q>$}QRS9_?ckhbrF%QLhu9Yia
zX}M{p%%5JRKHYS^*~@Qrc~_TTvf0UR-5cet^1QZCMtS;GovDrfaStw;r2hz*mm9Ff
z`1X1g=@-AU4m(`Zd;WRq^eJopGdSJ!eY)+l{gg|StZ(}-zN`DSRc%_oVSZGE^3<l8
zN^;Akte#HpXEW4)F1z=fndMCH@|8dHPkh@{+5PGE`3tvYjs0`0&-@F$9;ClnCaSh)
z*4)*?TQ!%zVlv+D(Vp05Ephr+=!ZNLMwSb;um3Yx<o{f`Eb~9ZwCi>OpOybQ@oJwb
zf4l6}fh`jcZT}d3caJ&8f-M=UQ*XwE<YlqPT>I9ZlXxlXkIrqkKq29mXZoZ*tvx??
zuX<{={>ry{=d9-HuPT_?vvKay!w#J;rMrJze%GvHbXfH2o{M*G-BFly?HPNd(nR~2
zvYcUZ51w6@IVi^4eER&EN}FwqC0lyZg*cw^8^(U$`*-dsE&GfMf){?I9hbOyDSd*_
z(v^jUX>WD+yv;jjXVf;8`NN5GAvwjV9U`;O+RxbkU@v#%=d_I)^KN@>QB|rcnilx?
z67!?;KC3KWzbfvN=I_|A{-444+{~ZT7yg^$UVYypYqRg#?3jk8Yo9(CcRZW$X3sVk
z_Mb&_DlL}zdoL4eb#1Ocm-Dm#k7>5r{`Atk?^bC`IdhM!SQKfoU7_W2?lE4^hqiCF
ze0cQir~aqgF@L&0KiggURC>K`X4LaJe~zy|VPbu|TQ2F5rSexh%ZMDtAoDX36O+>o
z9?w^Z&;OTF+59Q~)4s>2tfKxioHKY)mv#01mY2MbBQw7l9+XxLS-pGx(cmx74u6hV
zWZq!U&hoP8{&i3OC(q~Y+5f!XHoJfEKmUyVQ~96%HE~<+#i6n%y4^IgR>f5@GjPVw
zQo*yQY)qa!xI8CeviA0iMJHqLu6(@TXXzf^8Tm8xlN?_j<B;D{&%+>cqOae0*G|9O
zi>n_7W%|ubSDWRvx6+0`F5dm?vBT#7uYa&zta@i!jK@RK)!Nq=tXL@WGku=y`~{DL
z*6Yr@`=7z$_s?l2cLQr$*W58as&4-2@9kNA+CjNDW>x&LyigXlzD2@&y8HRR%ie6%
zoU`NS@%b}qH`kUtcig?T^x-S6BU4_S)AV^^@mF71qN-*0y!xNDoR>{4Z#@!AoqpxZ
z_eU(Hw)~%M%|68b?s>R(@mnQ*-=6p9T*}KUbNAo)b$z4U`5*Hi?sU7B-1qC0eaMM_
zoww|TFTT`#_Mbs7CT{EEJ8_x*=BB+C|DJe$i;Rq(V8S-<>p8R4)8EwUA3PbWTKnf8
zS6!mGRmr!gb90nCZmjmY*N~j2V50M2!orX*Da<>qAIjy<s+!}Idg9MNyLX9c3zaIH
zy>?tJ3HM*SY3&)YGtLG3x2is7n>(w`>|>a1pWxXFRj$rwmh$S8Do^Tvy{~(;_Nm0A
z+`MYfe4F0NVx`5mvdlFS%gU3SYm7E%UEx)baXYMYBuV|%J@Xy1?!`8T(j_gv&CT(5
zzWnW{UHG2|e>VA>MOW5GZM!%<+F$q9J>NAy<2_mzT#3jMXL=mG_p<WWP?cHI6V83>
zSskb{MSYUd*SpQPD;C-7ub9s9PxAA+hx&@&?Bd_{Z~STG|9O{zO67S8nWyK1+H3kh
z@})1GelmW^pR+%+*S^^Gd|J)%>Lu=pW&ar-t}Tszb*pvG#+7a%6P?d<7pQv3Ol;Sf
z8&MQ|)4^Y2vy0$H_9T19Pc_R;5>j8X3H{62x4_--j{BFkyOOQ@pB>#2{^{r9(*^$-
z8f@;WZs#{WxcueE?NdvS%%}>kt#)qM6e%fsqJCA|_M%J~v8#*YIh%Kw-oNuG?f4Nb
zr~eGjH~uqd<<&nIwK=)wXPo`HyV?<-?5CT|?(W<x%k=Q8yymNXlf>lkeNNwJ<*Edp
z(75Z)uDSckkHY(_6QAzgA=Kx<&$z$s@xv4C8~>I6XE<l^FZ9lffXdyU)IS?;>E?}m
zwC&=ajm4VRx14lph)dny`8R`Ug-&gL%(Nd_W{;=anrXT{RCthdCADW&;a~pwdlvp@
zuu%Rv^|`m_pQ}%6>m9Cc$ymoz$XnyT%=F?)UKKZucaI;RkSZ!wDLe6>LEWdf@9d_x
z77kY$d9r^0D~$ha#G4*|dGViR)6cwr`t0E<&!@3|mjfGSg>;+|7d-KXJ(TlIiS|@k
zzJN;M59zXHmVBk}E9Ixy%-5gvpTX>H$$Y!IxO;mS=}bEK^t{Q9JGXW@J>huwF8BWB
zd>_6T@20hW?aCb-e#^LPo)jhT5d2VExcpzw<uCV*DxaTCx_9r`qidzt=CM7_&CXk`
zu&qt`Xtwg^#-nb30>e{IzWUU&B;W>LuT_S`+k4Y){Csxq{HN?wzl<;0Mn_+-IrzN$
z=d6IJL-!+Fb#xX@oVIxS6~Ru?AC6Jix9)fxz~;JN!AON~f4$?!Ctvx09`8u6*LyWD
zX-DImoIS^jQZ7eq47S~pFyo2gti}+f7T#+!pU=CN)#mHM@K2!rX84Q#Th;e-|1&hM
z>p1K?-|(NM3-kR0yw{JF)Eq6T-TX84*~yxXd@D_l1jS}t&)a-I;#kJT;6xh^kGLBD
zV`k47L|3qz-fh1f^ycJ@88ee@9$EHV{QOxodFQv?H#N%MNt{w~wqbl|%l{=kdg5Qb
z!WX})efM4d8qHD4YxelH*rZ9TzC1eh+Rx)fd6=lQ{EXYS{*JdKN@uv`7(Hry{rrx*
zlU@F~+VwYf^_{yi*KU!GCBuIPGlx%8_%&U=*xP=KHrCbf*ZOC#FSD(P_2^MfJLdlk
zb9Vf>wBfSU=~D(iDgCG4%xc>#^kvqsz<-^&?+?^{++%h|W~b(jij)gAjnCpw_@BFP
zSm*7&D&vE@&c1@{>Yvq?Cl=R!jb6X%wxiTdiAM=$>XR8F@|_<~PdcobbbIdY{>diF
zv#*}usyTG{Gr!lT6MrV{yR7pyd;MA2xKsZb{I4$ES((0Vj%d%JGglX|gzlTXFI-Wh
zPw2iJ=RAX{bq+7D+eQ9om^0;*T7Si<>$A*frfl4m(XVRcqT0D*vRBs=hI_N${%ZVr
zdCjdXyTVIfUQ2Ju?lrp<u~ks<u}t3E6HNCNCrx{LY$A{JC-XCAQu)u!)-R8ZQ@Znd
zR{hfDZd)H4A9*^1d3)|Lj_+cD)^;2A?VjHEpMh)E1>RrZP6mCvcE;>es>-jHU42`Z
z@AsJ+EWM1osx|T+r;TUum#;@B-0k~Y^!)bkQ)R#7<aIKX%l}{a;5S+5@N!@4y6d{f
zqtfTep8g`IaYgsp<a@DEuYZMXn=GB(G5cCq>Z|qAML~9RPPJW7-#vNR*`Tu$UzGZH
z{>uNE{&RNv^Ya?VSH{*o4!zj5Y-ff>#I84M7VlqCmG+`+L)*Ma74!aERW<iQej84<
z&v5qdxNv&!e+Dz<*Y<3cEKw?*64jnp!)F`od`Z{+D3{##c)<;R#>+OJ&4OnIozyG3
z``uS<Lgt6Ve8w+37;;bW#rLJJHxd0ee@W~SpAGl4HEq<4Ic4VU*(t!^aR1P}pRVPW
zO+xSezT94I-K%Tjx_@@yyfAkEN(HBlmMqL_k5(L7(4^(2E_YVAr{%}%dq)-a%y!v7
z?WLH<TRoY>D;>@(^GNAwNLe5&Qe#~j`^RXzN~3;L`ion)kLa8!IG$*-$<b)JNW}B7
zuZpRz419$<UYJ?`n8Olve8&cPi_A|qPR)9gb8WlXXNOx;R)3grZ{M8o*S^O;d0F%A
z-4vd<u3Gp`T<G)nC(rBtOX1$@#bC4i`R*N;Y@>eW+HGC>N=eCy*X>F`{c0o8(sjpX
zr+wd4U9H#f;kumtv-#K0)YwVyS-vIic;@buinfo>{#A${y?ey!=loT>_FL5a{#m`c
zGCX?Er+3TTr<;bXa!)L_U!7XA;;462+^n1o`*K~5+r@$N+814Ua4lKVQ1(~z<u7$s
z`-E@pow@SOn@<O4b;@)+aj$s)hfC(hzS*m@?EH63x*l@z#@{4)->EYfPMkJ1%#&T?
z3G>0JZQg2{vBzT6pV|4D>G~vTtGFzFuh3u8es{Os#XT1n-j35-`ZVA4)jjts%WhR9
zCkhnZKg0NI&#L;<+Ww1`yX|t^uXD?v>wn4q#XSAu%Tk7l;>CY%_J9Al{@V9`t$)@3
z5;HHZojZSK&Fb}%+9K0#HJ^T3>lFUt;L@<RQ*NfqE?L@cPVNp(zEu9R=B`-Y`G@Ms
z?{74}d-W||=U>&o+)BHnCA<Ak)tm9MxtqItU)*ZAB67D!rFiF?2a~#vTz@cW>U|^S
zc@FjB2kyTuR9`6T@m=r-5BvH1v#X}hDUH8mR2T6&iuXl_!~0dHSJsBEKk{$uuDQDy
z{BCkG>wf>yf9sS)h1te9f0b+MS8R@oZoHmsoH5I~>ROa>%hpQ|XJ`f&7N{m{I(=l~
zxwI@Mr&Yb1h1FL3wp@9}v%7u8{OS7L+b(?zTWzr?;ynN7r7z_zbHDAm_BpoRIE#1r
z4X^7_u~ROdTzxi$GfZx&n8e&eGgBt?DO?P6jbIX=aO}#fGYenI7_M#n)xU4s58gX(
z_4)))DRc5nvN^F&;(Ny@BlYQ$g3Lc0P1WzoPr4kpeA=w)eG2h0C%<}ooG>^pl4ZxS
z@`KTGJN1sov5l6`_O6`VZ)tO~_VdlRmPeNgtYV(<>HF6^zfV5<wcPW{!dN}_K8HsE
zx@imo2d8gljtZ#Aowc&KDuVZ*?aTR3`R9F=)<462S3O_{@8WEqTeY_~YAICAsr4$A
zPfk|oT)kiH8?#k@dbRVXSsjnn7Eif8UGS-XedX(`pZ_!DS@V=lYk1oC)1c6!KK#cb
zn|`aO)xG!QeeTU>xE=UU@j_SWd5_00f4uvBpY21#lRww(r%&6L^5@^5gP-l6-C4cl
zr}`<Y-=`PcywfF{lqo1@&V5hg!0S8DOn=R8vt6@S{PX$GD?At8&a|H%^>o?%uU9A8
zh6m0S^>SH#NaKONSJ;*tX%1ITaPg_d>TvEiKW_iIzpVf1e#@*|&!1h9@}F(8W6|@c
z+22a0Jv#KlBSl}TLG#q&nsq|vMLE+fdYd2j>;IhZ2ReNuwtY_C&wt(RXD`R^XABqg
zw3co7@O0ANx6D)Re*by)*{plb?ZeOPm423<{d%N4ysB@ty5g%QizTUy)=zgDzD)@3
zX0li@yQ2Tk<Lfg@^v!-QdK~z9&Ud-!>ouzjrbo%H(RgINv}*P0>C6SyJc|X`XXc+^
ziO-Awm;Y1flK<-amD6q=b1IAOTI%1Rp1)h)h-FJ)^7Q*N=Q-|hGrO02Ibz#`&h~hj
zvQ(Fioi%Ttc808~oOJNuhq)PbpBpzYP5sZ%VG{pq?~U4Z@%Q!ppZ$(_)209a;)mKZ
zZs(l^!yhLe&lkRK^M3UglU4`zNpVaz#}l@!jF=H@^!V?^l9}v3JZk6vWLz5kvPy09
zv)MmpoLm>HJ8!Be2OGE6Ou3fcS!qk_Puw=S^=HrG=jr!<{Is2(l)1)R^G8kGtzUbe
zTrys{sM*D@+i|=9w5*ft^WB$78}n+%d%k_x_lB$S=p4o)6R*6#w|l<ervs;UZQ|F@
z_@Me^*BZUGVlO46H%|DwP4>XD!yixh=gunf?D*MK?|x?bwlgiNFS(q!w)DQ-eCUe(
zD=XRkQ_4;-Zq|@m&^)b9%q@In+of#rDYGthd~%4c{oZ?}R>Ik+=c=emd(Y~x9eZ^z
zd5K0WS-<)f+j0X(ruL0L6F)nO9a{h8zKQ4J+qWw7Bl@m+t84X_OYTVIW$d%lS@Oy8
z&RUOUUs+~4^sTLAd7bQU_Idi#8K391{xUze%--OH|LW{jQPHwizpi<S8Yyk|kel7K
zUNTI!I<2lh)>h}e*u7Z({a<^3cQ1MyckJk`hze6fA>}Czf`*^vm%Z<vvc^vAbNtiz
zIe)sB$7M}eooyGeb%$X5uWQdD6rX>KdUSqD*X)0H^0x=LmHnN2d&X9w59gQF9-sK#
z`$N3k+x02MFBEk?eobQAv1&*C8q3CSHX9tD@;WVhbm+6oEZ?K|dUdK=w>@8fW!)^x
zR&({9<2TaY_{i?s)AGUV+tbfK?!OfLu{fvXuC~wIdxy_Y6WaBbE5^ArHN<q)sp$qE
z)b}zA#{D=YG+%4I?LUvB7LR^4?wh*dFRSg=jr;dpiF+Qn=hMB#JO^F2U%Yp->Wx64
zM`?8>Yo?PG-=P`C38&*`-27R4bhqou%SYx5h1P|CUug4qZJhI0>sal;rdtA%>y~H#
zNYe=ka7z|CQ}%j)%yKrKJ?2wt*Zw*i$EQ&8r0ZD*^M_mi8KgJP*Z-M*)_%sVzw26;
zOP@E&nxr_h*<^m$wgv&IOqI!R6xIhUTGo)~=5Du`uUm5FisPqO=3e+#wt4I3o<N~F
ztIpo+N&fRv_?MYY^Q-?1y8oPSWH9E|9A2;cbxBBeueg`KOu0~w=gt|c_L?mfne4lh
z!Q-5D<Xe`_wSqss+bzFYchuSa<>^W9i`YN@jCZhZ`}^B&^`~hwO_s`8TstSy5cRUG
zV@^`rEy2?d1O2od7TmUcGf8EV@1*ZhH4gk9D;gcjZM|G8zU)nVB;eA?5`L<y%0z7)
zt4+vLg?G>V?54~=v3bvTxupFaI+J4$m+4w+{?0o6QhZ|g1g{nExA*55PwWl%JwCNG
z>oB9m?AIH=%g!%zUwiA-v}?P1*ED5U-%yxwVy~qyPm$I2olZ~vcPQJIJKr+A`cTqg
z?Fr>wPV1ka{n@?6TB(ZH=Y#hg-s<BY<{vkI68`6z+3KHjf7bu(&VLpgd}iCWTkJEt
zk3Ow<ke9R3iCs~JB_v?}7QUY{%hg4XPv&rzNq$|kwECHC@n>OgajAQ&m)%`A{fzU=
z(=R-{FML_|{P|3ahmYLOU3u_CNod8pBY)OE+Z+7pcI5t9zP6>OvuEsZXSpuV6~0(M
z@V<7>>Vlb%x6g8XrrLaV+P<Xuex8rE?frFSRz?;(Yq!W#-(6o%>#lEoS6qM2W9bg<
z<v(?EFU<N-eO>$0Be5x`lZ~QMJJmr8Po`eKGkwFSV^foLHB@bu*xTQ{uX^;_44zos
zC;#&Q9Q~|5Pm2HYr-M3SM`l+jwkC7<@3{Z*gx6_{Bkq$~b^m!tXiiSNk;f_W(y4x(
zX#CgC{|xufKm6AJ^=SP6OCQ7Me6jUD{p-xVu&WQMW4*ohS7#rw4q5i+`q79y{<Z?i
z4W~t(O7cG5zW?kmX1PU@ACpfq7fgHbue~jcHTknju%VL1)tjB`PMNFgw*5F!I@3{V
z!e7%r8~$v%qFXcnX?47TO<3^W7Gu46&pg#z(}Jy!y=q~#nKMZ{)H-+0zg0q0dggt1
zsL@dfdwFf<vY+`u^UnrGov$^q3)>a#z51NTL~mo2{9|`i&Rr5p5o|cMWaAB)gA<gt
z7eAieop1Hmeq-Itr$5to)tWsynOigMb-_fZC#^~4J=4_I%x1dH{C2|Qe5Kag7j(De
z277j0pPVZdl=0YvH>m9Q%86>XjyzN|ey*z*J#)+5vYQc}sVZr|?u1Xdu$ZkhO7;e0
zfc2O6Eh0w@-7}tS`fR(3VMBLuVN&>;89p10-tV}zxAR6{+hX3}l)jT|yS6P~axjcr
zXXEU;>Hw>TfQkO1%r(-RL_J0KUilSM6x)$9>C}x~_injlo6a_PbY3FC+3g;C>Dz58
zm!*6kUyb{Bk5iX*-ST{q!sEiBizbG0D(x*_dFQeUccAsV!+A@hV|}0e+EWmFcge<>
zsMr;=ZoN`kwBd|{OmmI<BZjUwMdeAmXZdzUd=IzXz548vS@)l&KmE70;-cr%-O2ft
z;_H{c{Nr!&*W|eh(>udc4Pp;e!|eIx+q2$o__i*iKTtidJoJ}czWJ(e`QDcDd`c?s
z4=WyJe!A_)$#<>%O2<v_|2)QjdguEs!r8Xxr+?YGe#`yKttsi9YnILxOJ@119q-{8
z`rBds&2>2?wyS5HsXFq=@B5a9_wP*qO8P%|VI6;SuX?MJp-d3N1lQ9dtAB+i{eI5D
z_-s!7Imh~QYXAKI1y^47-gEKod(;06YCq@Q((c!dzLh1oZ$8ho$sF$&?W{BMHD4**
z7ALH&xKO6?_Re{FObk<-ul=+$><@kvvLlKAbH?0%=kiUj?N|7-botNyXKwjV+RAHo
z`}C}^jfH77hrUgGB{lh`a+u22rl)_6mDh%N-BD)r>AAABlD9m=-+x-+No9*pLBSfE
zkh(?5`wy>vb+_}z4bxjS#Rnx0r7&Acd@T6<<+1Tb&3PYR_FKw7v<*IO=iKi0>DSA;
zz|GyK{zXnojlQWf<8GGtcLt%T=Yb_2%cs1L_t;`M*+q8qoNL+YD^4DtaKGS%?cwP!
ztM8qCvnR^NPHs-Yk=YZUE9<{J@p<}$FMU0ee2slBl)V1^FeiQ9$*{Dtw24kW8~1J(
ztKX__CV2VV&XO~Z%IYbG$CzIKj@!QYknYyhOOhd;%QMfKEju*z*WK&#cdwL0ObOsw
zKB1WH(~sJfZ7mn?>7LzTGxg%yB`iM{ch#P<tKd62#Wp}k{nN8=(cITBd+A(enJ3b*
z;K%Ii3DVQ6H2$voojR#^!sE<uEOxX1Y}((&?OT27yn=aL+?81oy4(45Oc~U-C1rYX
z@?7ka-SKDhmT$oZ1}FJ`O+S69?(TiX{|rrhQx3<<>_68b|FZnA{xSKV=lpF?KG#40
zpTRIf_3-Ism3k5-v35dPU9XxvZ&rtF4*0WqUBCL7&9i5Is!3OtOX*$ta2mVdVwK)+
zOOijUOZiUSYG)B}P3zU8bw^{nc8iv2{b%@pd1C#!;C~^fpM`Ax+&=Bge}=V{^L?5s
zO{+7e6z|yVf17#tF)jDIGi3MQJZ|uDfo<UP=knz*pMBeRyzIdNzuB5!PQO&2l79DH
zUG`7y)0ckE{_K2mR!LR)OAVDh(Yt@E+XURYH9yKf<if}J1~!rVZ@yX{dvf++!bIDv
zA8W<gW<0-kh#_LP`pIAR&(_8VeR?*%w6ePV>)N!xQW}Z@p?f1abdSx|zJL4UbEEVr
zN5wBFOZ54$pT1UpFZA-7<hBoLD>G}$S7nJW?|+}SFs1iM`;M>cmIeM>cQekjP$cP?
zg~zn-XU(quxxXsw)Ap;^WGxs3*S+ayPvXt;c>U=_Q4Uk9`oHkcOFuIw*H*qdv7gIk
zdGVLO5)E84_@0&OUfjEVp7EA7dnSZ6T&`WkTlMY4gbA7tqh$YRKjXKnjLhpj^Q&&U
z+)5e$xPaUDPH6I0ui9lUdy=8?w!VRq;M|;?8h5jfS4u_RqVE{&ng8~@KUHcr>G0{g
zgq8o4f269O;@UpJwr|z+0L?G&TJ?gnq$>IsAC?M;c>1nWb;;Y6KkL5-ZTnsol(Wuy
zOWp61!zbCy9-HplpR=IfJ8*MpftA%Rxt3DtoFa#|&Lf{IzirrV_Uq}AB5MbU&z>TG
z>=p@x9xXFb$f<hT@aFLomXtqr`sZh5>TSq*`?RTS`#ecyZWErh$M&3D%IchR)M4Qd
zU(F3CZall?x&HWzO2386Dra5xzxw>szWJ-8PcOTDvS3zOcW!2Rfo@B&FY~|tJv}>H
zqbyY>UY*|JaYUKx@|JJakxDkoDcy@Nzpd%NJ?~`a>Bq-g?iL>V;ah(E-g$c+6Iqpv
zNAF_ePW_JFCFHpx;?51H?cdrWz4g~EoZTsMyZ?Z;<E5Qvzs<9maK`5#!{qSm=TG1H
z{_kwomS4RpZZ;EV_Bc#&WN)4zomaEwZO!)dx@3<nXVtF#i@s@Uu|_pwt+v`plg4Rl
zPWyFv++UXM_U=D}+M%D9&zelX^7U`r<%p{@qAKN2PU60u&CnS1JHY?@OpWr=-WAWb
ziZbtuQ&ALRH~yigvRG%ckorZrSd0EQ)_c`Y8~e(L|62Px>~+XIPw&Z2o-Y<uFitsn
z`k3F7ul{?cN6H5zU(I`{GWV6IsU+w2M^BtjeW{Imcl_M1y;oOuxp;TJeW@R6x7koZ
zZYxXvZGGk3IU1+0Rd27={h43SdVc0sS>Kg1xB8~@Zaoru`^u(WyxV_E9y~YsrjkwO
zu~&~be3!j%|DT~LO~@egQ)8*6%g-1`d8<0Xe|0wfKX3nBaA{J^&q+Tf)!6#(=XuX?
z^J7fgvzmJb<to3QHc#%mru8QD#_EmXNs!!K|NqK2x25uHSKmK&Ku)UI%`)H5ZHfGh
z*Rz$+-C9t_-%|3Q;nem|@1OC{t@-}+^|6a@^IF8p3=YfqtTgHQ9Mj3Xq`}FjaFPhq
z@jQog;ajqE8wzC_B<?omudTMfb!*Ne!($#NPn=r+#;0a^;<}&rp1bb;Ec$JR>)f-4
z_ATX>*7&NrrQ@W@M#tY*`zMEr?qtnV?U32_=&MvtjdRP4>(;f-Y^&{T(jsdUiWKtd
zoz*YAJ^JSR^{6ER^1**a94bzVYu@v9dKkWHmg%XrHNmErOx_u~wY~hZO)5$8OUdmL
z*QNXnTi#S$Uhw_IHa70nKkGElU;DC1_r1U;u?K&5<z?R5ojXxed8g>Y%I+)GrMp)7
zi!|zK@!ymda=icIWbB4lpZs-SZM(Jp*|M$cZ#jIMR+s%}ci*FHl1?)%4zKi3PJ0{}
z<{s>K*VtOMhl%}1THTHQTdxWPZ8J~UcZ<~DIMKf2XWiY$P38}sPG8)8eQhzz?uzBx
z4c8oK;=WM$gz@F}i=R$1?3rXeJ2L$H#Eni{xSlPVa(}JWWjUeko^p$`)C})CHQkTi
z?(`_)o99GUFRR9nVzPgVOhP8AY>&A-Ijrg0-(=^)oQvmH+|^<~vi6PR^2gKo{PZHK
z*7CA$oBL|XyOp^tfm=46`11FbhR%_#+Kyh2bTlU)T_BfuZO`>*_s?)=tLF;d_qbfL
zI^x9B%tPE;w|r%04xO3%ER#X`(Smg)Qi2tG49_V{sy@?qp8HlQ&&PRQ4^KKU>4X{X
zyDxrW`~1&+{~2ah*-xmM{qywCK=vPtoxZFymA9y5dfPf}Y3>qt&K>$oPQEq?-#CLI
zrN8M!MJv<7m6x+k?B`wVQ{Ex|PC0*i_4C@^+w2>62L<-z2qo%%SD3y2HUERXYdh}5
z-1(QDX~jQnzkWi#L1ptfz3UUAZmo^dwl<yQ`A#L+Ps#Aw?nxG1lZ=}VE<UTXPomS9
zdHUn^@x^a%?Ynl#-B;$hN^;Nj6`z=nlz%odjWuVV^xovftmD(4ZTPhH`}D27Y=_++
zsN{zG?b;}Oiv9NAKOVe(zvX6fJ~-JiUr0^;?l13@(ix?qGM0%JeTxFkzpc7`szoDu
z#Zti)jLM~1e7~78eU>L>|Bm^`$(PhV@4j04lP!<c7PUJ3crZDuZ)s~?-%n14n=Nm0
zKliOJ(A_FM`)bnqUruQW8r)%NVYiP|JpH&mR+D4)=j!K^pIxcj{#1Ie-n)CpviFv#
z^q2Ii_@;k#&t8%e=H#sum~r^g^0pjnKH+KG1Y34^?)|fKVr>4-%hlNr`%a#<nfQpo
z<xgJYkLZuhpWCC`&-`bYEkC2`?XHi_0oT{hVle+96x5adPTbaElH<SY&-sKbZ4Mmx
zGrQ}L>1}?2<OAW{ksNC^{dOlj;yw^EPu+KAe2qez$?{2INCm^yZ*EH-S$_3=?LN_h
z=cf0{%wv`|Wt>~BWA(oM_E3q5&K4Iu?jct3qqWV=Q}pW8sk>J*{&Cm7wQ0t$_`q-8
zVwMR?X?stct<+!o>ED{mnFcSnS#?F<(sobLopZdroX0OHe#^y=Wp{nef2^LPwyM%1
zr>oZAy`QDXNl-1QbCu8|nSP7^44jo^{i|Q{=S|yQY&!ScVw>v$*2i8;8lSkt8m^$I
zJV8Wqna#bP2x)ck^Iuhib)TsC21;$el~uYt(0`ujBiS=%U!P2|j=ns%@~Dx4`tcl*
zd1k7$T3ar>`q*c*rdw{ol>1lXZ)yJvSbw?U?Mc5g=AXWMMAsX=wwWRS;rsL@pPm>_
z@_hWu^SP6IvqSPi$=TD&<>Wrsr&`U`larZdc}&Li?kn}bQ~&k{U$?ox=%>5;tp5yw
z`<jlOJDOcwtu3X<{H9^Sv}E4~dByvBZ|<GBQr1`4?k}e~e@gB1_j%X9P2*(~o^R5U
zU^VaKAH)9OyU#v*?D_kg->Co6G_zg$Pv1`#eb`y^`{(qPzKbG#E}eY2{i<#t&*fcA
zDj5?#N8FV8BcyD;Jfr?WewQJ8;H04G5yvmFANe=G`N`bX{~1{GIA^>pxbaf6{>a9D
z^~(33{m+^$dha~{)BUr*=4{?$SSjrHS!3g8mS@)8J2<vCy_vBzJvw!oDxXiMi7K<T
zkzU&Bf9zI*@-EByjeMHdT>8&&Fg;AgCdOdGJ8_{ed)dzmWX(GIefrnETE9=tE54vQ
z>3-a&zV+e@tC^Lz=$!Uia&cOan8(a%i`PB2`MuqC>eaG@k7o0XH%zI&&o}R%|BBzX
zZ`0bhu_mb*cYJk<58qSXc<*##Yi{bSiz&vA1&ci9Y*#w)Rn}bcOkdcS&rd$>w}|!3
z7QFOGHTCKYM`O*G;tEmiTQhyO$^JdJKcuRBU+bT?Kie<c{C@JE;hen2o%6p;O{M*H
z{F7I#5sdj8_Sx@>`mSxWFU&D1Vt9G<Y9mi;<LkNdn=gE<$@uC1UZ3&plVj6A?PRZW
z{9q_%FMIyNe}<Fwy7m+PEaabd@1JkdW1pR|LEa}5`|fPn?kRF^5l5y>VB3>bE4SL7
zJa^e$j$_7&`$qNNPi&Xk3#-d(-+p@f>wbCRPy2qKjGw!I-hYNE_W~zf_i|j7JumRm
zm%WZEJ1)O3sW*A?{Zqv4lP|5jg>|=HQIs=#{EAgyraAF^^7N<G!6F{7wZ03uzpj-^
z{`~LUE2Cp>k9msb7f#XcYX5Nha*=KM-qVNnKbQZr^FM>-)MxjVGX7=#neh4itoF&N
z`>aa;O<Y|0`&Cec>0%ePZPO0@duEYT-sB%9e|OW2qg5BBFLgGuq;%{r{rkSxYq7rH
zy|>$c1i!XF-)~e`eIqk2?sNQ8%ltEQr9Qo$wm3QWX|%s-bgkE;+pi5y{byLB`~H3W
ztD{rno>_*eMK0nKN}aUpXIWae>5m<Y+;{MAy^*;)JHGw*o}Wtf>*_uA&HqgN^X9Ys
zyy!Dg;dA!u+3bCKHzwm&{tTOy&v>QX_k4P@eOv$f8!yez>#ja^?Yh9Kdy}P?c)R!h
zQ(}yHTD$UFwd?YW-hpjQLcKZG>w5njerb28I{8*r-<9J_ucTQP`gnw_PCn$5ap9Gn
z{(PI0YktkT6n!Kz(W>QB>>cw%E2YjnpS|5x-gu6hjE%z^U&hb+%d<*LHM$vMXPch>
zV*BawXYP|{m;Q{p?)Eu%5wB6P-pW-j)9vPDUEJicao3@Hi!Z)(Wt%zwW^MmENwxqB
zjT=TLb$s)0>1Xd2i%4BM=Ukv-P!GFk|LgKk%cuT}|L5?Z;T&sb`Lfra<3C^jtbVR|
z&-{qgPv58WbuM3Rx%#;FsqNp5G*tS$UkYDqE}YlQ*}$L@Tk<!*>De5gldTuk*3T_r
zKfm{v=Fjk-p8px_re0a%U9S^S>GwM*fcJ3ax&I8&ZY!nP{^}P@yR-6o+ts(zkGE`@
z6z?8We}4aehUYvrSC_B-y8lV~)ORLx9V>6eXNvEd;;9tUmsyy&Lg`&qp`{_myfr>c
ze%}6U|F2f?KZC`~XDd?XfBN<L%>F5}x{f7p^X5LhK6B3NZ%?;em4B^Me`QbL+lEK%
zlh`8p5`RYieEy%o?)ZO(IemYY_&SGwdN(=u=h3Iys+CKx*(_7Bnj)}}X?v8;!@Prc
zHkv&u3D7!c#HOa(l;nRdQd#qzwtqnl$D2a7OG{h%z<tU3|JS~rTdA3?na;MXJY8O)
zI_;Qyc5+X?zug7>#Tza>oApX;_l7H`yl$RrS2;~{>oWe(#5{#-S^Ljz_bt|4zB=Q{
z!c!;y)~jFNJMBV!)7>i_><`N1?XvDA@BOuG#xL8izq1Z|wEJCN^RB05rtZ^enu{_n
z-uMt8@NW55z9QSjlY6ACORC?UI(+!yj4mUU)4#4Hr$4jYQys9m^2=Gi>K9ja-)Sb7
z9$R2I$s{{-$Ct3)^MQYged6W`-CL`jv0m?u>gL_~-!&IoR|OgVF1);d+wHd<F3o~p
zC*GYpbIm)>6&hYm<!jx(-sk2DZwwFEkzIK;dDlE+*;~9V8|QD->iu^(nDOoe>tN0c
zZ{OwY`Tl&<CKgYV^ZF{Ef+wk-TKcAF1w(^pNXOjY&vJg$NR%p^e!7)^@3rJdQfm&>
zsu`@W*qvbf@;}4uc^RMQ?w?<xf4cf^{-^&8CngCmdKI;H;-*V^d3UM`UwPM77ba&4
zG^Kkc&3*o$NBNfTf$#QdzqM>9FKp8j)Vb*{^6f^rpWa@Fj$ey+fA0SyXuEpa{w?b5
zGVQJ1m&{k(__fU8&ij`QzJIp=bWQ)+_^jS4=3m8&d#Qhpf9|}bJlpN+m-sWXTHl_#
z%*|urmpwYQceYB{oxDXmc$vKOCc3#Kp8jaP*RM8=gL9UkTC4llx%ad^e_wD}F<)C=
zsXqC}m-#;r>YqLv7jO7;^T}WSGxwYPS^8x4O`WZ4nSDRo?z~!Z`nPq&I;k^JQ7=7h
zpT62179Cuft`q7|QN)<sz4cd$lF+`UqxE~!=lf6EEBbNsZ;AeA&)TaO{FKYL&WxY>
zFMQKy@hOViVvA1)y07IouFSFyZMyZ$(o}kO_s)5jOlK%;-~DLSo_j+7W~ghc$waM?
ziR72F>@p9jy?XWZo40k#H*XcVl04PVx`Ewq<LiymdGji{&s@8gb79T<MLWN)6qt1@
z{YOfEU|7I9#z)+4R~70mWaZAc`Szb7<@BbnJ4@~yNlo~E<eh!scl+=%`K;u(wsN*E
zmOioNatj+Pza{KT+2p*Tb8_C?tjzuAO>Z1uvgxYVCjRPo_CJppf9<vZ?DQ~nf5E)C
z=DKIjD^4AL$Nl}e|C>Ge$EMeF{JwAbpP|Xj`_DT2*YkJS&Hpq1b9QBa{GVGJCYpV!
zpZzsnZ<_x3D}9=`KHWU;r=WV-`FQQ(;Mf;dcIU5D?A&zZKLh8(A9nS(=gu*Ba5=?h
zbMmAA3|<u}cGnNff1diQ;m_Xx409G=w0X=^b8P9-O8>J(w^uA*cT4rov~cddjCONZ
ztz_S-y)9#R_V=hem8qvM_@A%eUB3OBn{)JypI`o_7`g4N4HWv%Q2Wi!;-bB#J!lh@
z@_qxG`_JT0?G5r3Kc&6ubzIM{rE5QYIzPjtTh{N9tgha2k9*fX>g7uKvz$7W9Hz5w
zjro@!=Z`fQ-LGq}KdyfC^8~)fE#Kwly)QfX(n|f$(=}GgQCa_@|7^LYzu&O5*2;V5
zp0$N5U#?D5xUz1}VS)X8(~I0b9!Z*{@xb|H_^dTO5|g=2^&F2I-uh)%^!fgur{>S*
z&)Rb{^XK`WlUKaBkbVAX^?l6@yO>SeOM6Yak7w?!?pV5GR>HGLmJc&k^xmxe&@sJM
zKX*>ifszSK?)q2!J*3w6Hhir+b1W+7aqNT-$Ne1pzdU!(FO{GDSl{Gd>d)>o<?Y{(
zafcP1%y&2w*_(A@OPp_9^Rmp6+S%PK)#u}zH@=O#ccrXlZ%W6#!*7$rtDdbdX@5QI
z?1_j>nKH&(Dqh#RR#_}qUe&wV#C-wZyhrBx_v3#a&Oa6Z^H}~#`BQJr&)3hBx<B#H
z`RBC-N2^!8t}EPiIc>wmon6l9OV|DuNpm%wmT}m4-)Wc7bu}g*ddd~Ard;)MYq)hk
z+y6g<<;(vJ7Wz+5CogmUxpaYN-lC@4E*DI#U&n4+kgaR^=<VaFh1{!i>NNkQ{bx8A
zt2h5YgC+mZwa?d|=s%;IeM&Cq+SVKCpQbHey!PD8)bf1UrMs;Cm&LeB8Etv-_SmC4
z*S0Fx96x#V=u6#;ZMXM5`qTZNVg8b{uc9*U&##iPS~t@$r2n(}sR<JAlI~o6zhy~U
zWZT#Dt%@r*H1>H(P5$FFQ78ZEeeIw7PukD2i`w{k`P26^xBO?Ys?7V^b>nrE&uewg
z32YfNR`QB$yi(MAXxF^eGbc{{lrhEn{+#&FGwVM$#yS6InA2jles;~`ul~w)6}r1^
zs&<4n`(1z1KUv4>NY>(>w{hAP`vqPaOmxr;SzO)P^P_VAY<ugU>Sybx$7No(nfyGL
z>GNs1>`!+uZoc+K`o&+%x6c?1Sn?!eJxWSdW4$&_S|ZcB{Y^QK-;~$eM9Z|^g#N$&
zwQZ+~K*srx^UVGzeXYsbJu&9oNkxg9){N<Q&WmZDN??3tx_!<z=4T&n#|C}#l{=aH
zP9W-JadBbZB)&pzug5cgMEV~+AlqB^?Y!vOTb7$VCZFy(!T<W-_E)<6$qz3(8Fbte
zZ1Mb8&hT*mEc>{<-gnKtw@jMs*Yxh`ks|YDz4;7n1`R8cm}A4ARll8a)3~DX%)$1<
zr}d8;*Do-v_51cZvg2n4$C~%L`j2M`Yidk7(A2l$it>aTU2oiLmb4qUw}tgzN#3@l
zdiG_7;Cz{eS)$MOSOxUgEf%<uy7|~T7k|l#^DmeDIN$KDc2kN;p~~hsSEZ_Qqb@h+
zTlW=LcK+ctU*^`WXb|u#Cg@=9v+jSqUuW;{mDS$abfe>zvh(SxFK4HxH`<1A%yU<<
zyUAU!`JPQ=n&pQR{Vl$BQJ>nDKdaUaKOz2Ymiw$f_m{j1tNJ%lf7+hy#s^pVS{<(y
z*%*2LYxQ#1KFy#P?ouD>)Ecac<Cm)W>D=l`b7Jvg6Mw~|!qI&Abjw7=?FxU=m!9N&
zrDEjX)1=~lSx?e^$<DtuuU@{bnm@Vb`g8dU^>gee{p$Vx<oQe!TVelCvtMv$-O}4x
zU0Y|`$q~KQ_<P3r>?EP^xyp}tbd_sj+E`2jF7;G=K7H(?N|sZ<pY7u_3}$k9{~7e=
z*)G(%S#m*Qahu@8-g!R`U-G}ItQkLpqh4YD&r|lN_|L`aaqrjrS9tGlnY3>5`Csgl
z)326tmRfA>wK0BGcslL6*mQA|)Y)_9%$#TL$&qj%<<Yc$HQ^fTnZ>t%^wzZU7cV)=
zbK~T`{|p;n&Yx>n^LhK!cVFZ!E2l?(*4zBtTbKQ;Z|=|D=lwdoY}K!;_nO%nJ70Xr
z%e%*F@}j$vd5ikg0`Bjd|9hKdUYiB`A|dIC8*Hz6-rcS)v01<H=9Bmd=Ej-3eCJMh
zvN|(6=lKk4{`KAmqpPmyoY|)~<-FQ|hNf_quRESt9r)Y+<zM@~{SQKC1;4o&@97a=
zA-ez8$(olX+vRemD&;xdbM=?M7hLuA9J|26-S?iGPk!>3??1yFvn^9=CjM++aaLM8
z>t5Q%ZQED^wv?4AO?g+RS-kRFLfx~vqQBC1ss9;RJcU<YKE7LK>E~(pi#7i<%qh6)
zGOy-8!<^<x=1+51S3dgpPtxBlW2^RU@yEWWE(#aUl<i&d=vtP$x6tq7FAM%|y!fMb
z^3Bhmrqm_)?fdle{=YijqFwpV)Ilp+vKB7eaJ^)9+sm^`ySL8F{$y^QI`85m;RcrS
zKaEenZTZc-;=@t}f6e|a693wdzkJ#o>~%HIv|sbJ)cL9F)}`v_7ca;v-<469Aa(6r
zMQ`!c!?$*B=n_(XTdN)Z=HKjKWzFQy&3AviI%f0!=kcFAmmaz$HuvZHl|R3SPbt{B
z;rhOX&n(ugZQ3w*+3e7+r;8VLiGK~gyxv$LL3B6Yv1{2XKAR(YDw)r@@7v|V`+n__
zlA7zc_MLun#<ZU$`M9=P^2>(4EBujOVGRE|ZC?I-`RqS~;l0<J4{iSU{#BFbyT~P(
zX*+i9Ecz}U?Dd~PWYd{9G4q<XFfh*UiTE3IqI}A)pXK}tAEVYhZ<1JKk=T=C_5RAw
zX#$hIg+F(>^&ZVQmEl@uVmZO}b3sMNll!Y80#7F1nfoEgXZ@_KT~p3|Jgf57<bskr
z&!vqMFDi?;hE+{vC}B>VsIcOuu-f*D2dmGkG|i2i@z+vLUM<GutJBsyYaI31t}I~4
zF?{IwebJY{Rlj{F&s}<a8K=x6>&3xG>-%GTbY14h{AW04^`GIKZ{_Dt^=Cg+_Mh07
zY8P`=PfqoEN%#EwFRhLkPWC9}b~>?nDJSD$or_myJc*jq;&`m=$+776FX=yxe|~+k
z|L4hgExnb?Z1+#AH~5nA<7e|J{c@R4hgg~JIMs>o*gRpYP#oiwt11k=pC3-}$a&;l
ze$M{$ocPZjV)36R)wxbTV;6lnNdDY^2E~`>|B3E&5ZyZ4!_uq7yUpb3nQ3Ny#~)1j
zmC`a{s!-#EeXDuqs4$=Wb2#o+Y{cD|oA+*eXO?GcA1=+dGATN$lN0)QqEyeCH5>}>
Q_(IE`Di($(t^a=$07_Z`q5uE@

-- 
GitLab