From ca828f151556c80411cef2dea158ea8019260a85 Mon Sep 17 00:00:00 2001
From: jkvis <j.k.vis@lumc.nl>
Date: Thu, 21 Sep 2017 08:41:26 +0200
Subject: [PATCH] Solutions for oop

---
 oop/solutions.pdf | Bin 0 -> 87629 bytes
 oop/solutions.tex | 352 ++++++++++++++++++++++++++++++++++++++++++++++
 2 files changed, 352 insertions(+)
 create mode 100644 oop/solutions.pdf
 create mode 100644 oop/solutions.tex

diff --git a/oop/solutions.pdf b/oop/solutions.pdf
new file mode 100644
index 0000000000000000000000000000000000000000..b689a6849ddbd678d1b4e44ad368bf2256dea791
GIT binary patch
literal 87629
zcmb5VQ*^D}wyqo7wr$%Sv2EM7ZQCBPZF9tSMr=Dd`PW)|pHj}8rL1}SRmVlYX-|Do
z+ea!dB1X$d#|lL{yEwcG#mGj$KwxKR3B|($MK5h)YvycD!1nXyf4`vU#Vo9yO&kg6
z#jFjSO+-wL?2JvI`1qiloE=RJY@poNhgD>p78nq^kJV1frxt&^KALP{KqXUNq6kfZ
zaui1(X(NH-v@%aUj5fAxvgncOfy0eAE<ar@Y%Dbz6O*lZNYxM^0PWdD{wk%3RK^U2
z1I;%P)gN3gYfgI-3!wSJp%$}tSbNpe$YbltT`H}5m0C!5r*wolC{lo$1;~~6ieT+r
z!npO?vdQTwf-o;=5?#h+Dgr%AE=U&g9PI#pO7Y8$y`Hqr{Ieb*G>K1b|MB)j_b`dk
zLDvwUW`LlEA9Y%OB15LZXX$sXTQygdnHqqi>sfB;X&Gi1AqfgJl!(62rS^4lm@H5E
zC8%8fnr8hZB$PY_d2O6SU$2WXi6l~>lXN5VqN0d)87~)>JZ=8<<*SI!5SkapldR$A
zigc|VYK?H`?vrE&UyyEMg3bGlY@}uo|LAql#!>02d(os|6w-{!NNr5&MoWhXowVT^
zNLj}6=!<B2D6z>TX^-tx`^RWYMIwi#xG);I9qD{Ady|M<UejFkZbMn!hPZ<JR*A>B
zQSIPeLhtXv7Q_XIb0^<(%SJjZLH$xBB7aF<wdsoG<Y*h7M<$x^!oD>r0G2_H5k-}Q
z)u8xib=aSwJ*n)6k1UqEyQ8yc1l8oVIOG^!cdcje?wYEi+p;BdvtBc+!{4q+u1=36
z=W<_!$9&2yl2GNr3vK16g<<jOafnBFiaPvW5IJKL!s~tP>tlf065iE)@~Z^t69u>w
zWtqYax2ngpt*L*-VILUlv<~^hx1ZKpVzB_FV$$DZjtg?)hZMfZ|1icJla%KiBM_G%
z3RJV~V=U7Xjz6P|T+eVpnb;ct&yo9i_s?-<;{4Zh%g(~`pPyURExVs{>vyfUH!7mZ
zlgGc0Vc`Y9SPTf%F(8%kyT(PTKt>EHIR52;a}<(Aqmp%t3@=fN?)Li1w+EiNfh4*M
zt1cEK+5e8)5(AO3EJ8lmN;Y7Wq}7=5#okQ8PJ;6`jqEkix)<&n-4gjlXOV;Okye7o
zUg{np?paby5C|iAo<UdR@+>s$``Md?qgw#>7nSkUxVa$G?{pGvK$CjHB2G;3=+Fcd
zs<t;YN8HtB+D4WxJe?=|GF-6r#UXiQqoaHYSyCku#Wn`S?Y~5MGZQMQ^Ba2GNG5RV
z?bv)O#;q*opasOUi{V&CExBl-mu8J7RbRO46fq+O(Zs_l_6ppynsNDg8HQnAEN~53
zwXUjH0s&@WgZ5&u;L&j93KQb&tx-lsS<<Sfzq6(Bu(S+TqUc5>)H8nhSzGhbHg@^u
zZLn-qDV9~x{sLdxq=Kf6X|-R5yv-NA!LYt(+i(-&okd@NG`UO5z~fOy$#uzJ=XtJ7
zB#*dg<K4#B0*@0xGA9CMgOV`OIVhp^cId|0GX`4msndYIpr9fIGee17GiB&8HIB`r
zo2z4heAW1DBMc1evz1x?3sshO9lDVtLGfGq!ru^NeIWxboM|6vG_d9!`T5uJ@p0#X
zZeLN|3QJveAzzKB>|4j6+maslaISlm%D8+<V5P}aO7Mu#7kBYPmgY2Iz9jric%hgT
ze;Z0nGZ`Is)6T*q%>Cme3oLPg@lB@ZtA$E%f@$elogH6~Pkm5AZc?&iABoH9RE%?2
z?3?kz65RXe231ig?~$ZAe~yoKdz#{IpyhZgXZOT1zcv|q?$nNM*L~0u|1ot|s_WIZ
z@(tggR6>wf=b$a4wNsl<AJMxKfWr<7@WUBbtY9=3$cqma9#@qp->Wwrq#dbmg{!T+
zjrx%o|7Ee&jd@$!f$*%pP(;Ox(_{H$@<(Fen4J=~RWPdQ3Uq=F;UhrZ>!e>h_}>|I
zx&O)yGwZ){!@<VzA9J&$w(}1+zCYZwk{UXEGRG#cK_Uoa5#&>MC0CrSH=#6JNH7tS
ze7Vm!G_YD!l39T76Sn_F+VOdQo#8`f5eDf#jgKrQpd7=`Ck%gw0oNuf#VDN;cL*=d
zk<$volA4O|Mu{{tzi)o7twIa1(|QC>-U;l(qO*t<>{3IL1}(uVo((q9t?bbK{MLQq
z-lCqB4`{!^Jd;!KCq)dGh>WOJ@CyWk8?GU5bJmq6yEi}b%%(Im4!*9^agRM#u+%%4
zr5YfKo>$<~6TPze?f|@SZ1a~PjA@3)1e?V`6CsLwUsVeTVT%zrIsmKn(~wKY7@XhS
zrOZlB1ncs*h@-0FY-JmXQb_#E5miC@dfjAQGK)bCEXQ=JeFz|V(0`&vB;g|hZ07RJ
zi&Ms3HGBLx%@D|1gn&D&DT%#BlHC$x!;vk1@65r&)<U8!UCB1HH6`lY3v-~*5qbYC
zfl-}$KW6R-Kafskn-P{c;@MUntZs$C3%XG?^`u(PTE9z`x(Cb*>pn)&Rh~|DzgZ=j
zOVZ%#)WzRo<HcHdAGv0PV<jmkPc4DPFH@0CKzqQ@9ap4Nj|-4I43?0?Q*&@WFgwrU
zm#e}+Ve4A(kqS#=fd`)J@<+38=k)%&*r#X=YCnOT0uBV+LQ!^AS!!^|)~NP<mRhm#
zkMR4D!F4Ji6o|f&dDjJuEo5e2nU(#di@&caKOG|Yc7dM|v@`H$@ueJ_7XV%TA|Dh7
z9K_BF@M8F!5fB!u$`uG5J^hC4GM81LYn7~MP#vSorEA%J>G+H*Ey-hy^0MDLSzLz=
zSc=1UwJL|y3XR4z5R?Y4eqPjQkW3?73kQoa<P=1rI<-lbI^<Smpzd<o1d~^HV8a_*
zWPV8MfJapI2a}w(9AeJWN9UhwJ>D5zBQU&JL6nIx6r6<t9Ob(Od6f;TC%cMS=%;YX
zyH97f0LOSmD6cjo>!gLOrTuMX9mDYtn_=(`<Bel?IJ0DX!|mdGM%`)cv!SBHc^roc
zjSU>?czTW$(-M8<%=`R8?L)1pE4l8LBFP8lMiTHZ!8fgb?(B`8z=-^k2#6Jnwk{{$
z(wx~xe?uw$A_>o2ex%>Ko$~8@ste75cV~AFAZI>EC-1;PN~t;j$|?)vzp~27`k!mu
zlDgIpt0=xZwKv$1G&QyLF+(H*Fc$v)3htOnOU<XMO{K)sKN5F~vjJ(<plXxo+9!Ol
zc-!us_lL6w!8roL(?`IPHY8Q(9oG|LpK&l#Y6xX8d6+_K_V4ZiZ@~zy>DV{Q1l`=-
z&O&cVGl;LARh7c+>^gPLgY&JsjT8fFGM0G=;gm-8bB-<lmFRcA8w{_qKAmCc8**_y
z2@s<MV+8D3+?+<AJq9FQ(D8u-hC^xK2NmR>ck*r{vQ$x{m=q9h*^>x-1r=FLbJWB5
zR~d|e782~Edjwr3>UjX86zsZ^_<pibdl03Bd3A&!BFj1!&_oF~oWli=NIPFot#tLJ
zdA{B0X@e5*3;(-tDr=5sF0qxt;li7yXb?r1G8I~rxFtt439_Jrfq+OJicd+BwQb`3
zt9>n|2{rQqxmLA72)1Y-uE>~Vye*E5reQV==>-cu4CmpNUp3?|xM2m%3EMN;O~%9D
z4v8~n3yV)EXu&EfeAywAajiF1U=GxT9ndWrDVJXItq-6pKA0Z{rGW6U17@r$D!ExE
z<GS(9SqG1+SLYi*I?6M62dnZOLE0LB*L)RCzzs4;Uu{xr23q<F!(ihtanzo>>Y7+$
z^2k~7QCiRCZ|wt9a=H7(yTxfY^(_7&mvTHc+%DUkd#rKKy=#Tk0xqk-nx9i`gZTqk
zVv!{PuXf-7!>U31+F7Rj2z?&s>AWF5vTZfZ)y-Z!npNW4=kL|tclQ^+z)Q*!>@0Hx
z=|YX8g+j1mF3ktsrwYF8%p#ugF2gt`nj&!p;|frWDY)4&NX*^><m#bV5x(s%jDx!B
zE=xqs965*1`@;GiVOWp^vX-dwq>Feqt$>)c09N^#;PJ^xxedd%@dC?ELu&JeH$Gbo
zXp3duV!gZb;1HM5{uaZMqH6Q_iY|6R8`XnA8ZI5E4$%6entidu)bQ4lN~2ZSo#q%R
zDe*7EqGTz_a^QN!@I7^^KNsUTmcvU7u*7ttH(>8ilg@}@kr=Jm9`CPPlbvf;Q+;_+
zbWkPzXo#l4-H}vRooC%;(<7>pYU6nIAy&LOGTLjuC_^%TgJ>N+EPT8zn{Evxy-u=U
ze|Cra{VA2mB!8NboY)m+>xHq1hc%OLr?*nr*i<9Xv!}9oG*Vv2<`-?Jk_D~g&uK~d
zJ^Ke_SaTHn)b4QmXf+m98l+lU#4(AyF^a*E?AHJU#nS_G#~6H+nh>ft`UJ?p^Mkjr
zN4K~0ji(Ou!zWm<?2g>OnFJjFW)d(m{pYH!zT-46fZ%&v+s2M;6Z`HH0iUBV%BAF@
z9ND8ERzM<;1HlS{YxZ%lH3_-_LLmWQgFhB3V{7-^`N`HQK8u0)P%0{!7+6fu8x%@V
zgYncZBF!wFAtVtjRxM{0Wcef7pBBl{b6dSR-zF}oFC8j}MIZa`%l3keaidzK{mSxK
z{wRP3YgHyXWp7^eoz+j6=H-3b6rml&e~lzS3=<6tffivE{_L$jf~3tvF*x(iG%<(A
zD9@05A(B>f<I^4(aAk~MnLKxe<_*8}Va5RAQ2e622{8~Pxho%7JYG&yU>Ym!XYaj`
z{zt8~cj>f30>MlH7x0!icH3k2oa@y8`qnHb{;gdoOi3A0KlMnIIHqySXTXd0B~4U*
zE<c{C?GYVx4nlq7VJDt?uaq(^&1W>l=m-2qw*!*dxT0@MS6zvQIN&In*#^uPQSyBK
z639NkdTwY6Pfz&lsW8U-3`Fe{DRjsje7vo#5!U(-emBk3{XUF%zjZ_-4RX%KQ2$*P
z9rIUX9DEv<`(BEzF25c3rTDWr;2rzeJG(ASfhSL9AL#})`$qLO9q|%?2RnGr!QFM=
zlzD35oPrbXShD#6Fut5FAlEjMT(~N<<bA=4UzRv;P*wyjZ65#*52Bvyfgj9G?(7l|
zCUnBk9mNe#|81$tHW{KSoKM+fvNbi%6#Z78O0yA%pJid0jeHCl<vq|WPcXr5Xu;ed
z?ZpNCP0~^m#Jriq`n@EMWONo3#;kgqRFIH|GmO$>w<vGTi+RYv45%6{vk=;x*M{1u
z)oT}NQUH@%WX@(wIOK%~EaURr5Z=MlbG<2dizJDoI-MtFx9lAMCi5`ZhG<+jW$122
zMDY&_B~uKm#HeeMpeVw(3UDr|Z|YO&3;?}%Ra+acY{iOLZ7dZN9YY`qTvJO<(~zW<
zd3nkr+S)zmV)%JgQrds(yhd9tnV_o0j*sv6nd_q^@y+v12oN!>n+Czu?Jr+2rDfN%
zZY>H->WA<O^o_l$g9+JRl-?&z`fiNf>2hhIebCTHcGP^UvOC-4NfffgPO(HK_ly~F
zI%gz7n93Iplvd~OP`l8wC6rvzl1@-1lq(+mt*;7Yr{zE&Q;V*8m%+UWUY$-_7U~e1
z>ftA3F{WxYqd?@2y#A{Le@=*a$L%1OZnRJO5>yvj0`DAOR|n5+kapjJ(aYjt{*~_^
zQU8|~hLeHwKjwQ&UFx3}rst=HIT5Hnqs<bAccx$l1^We@Hb34Lkr*nmuiwcqb#tJh
z;fmckJ|wG%$2(+2JzutEhrgVe4@q?561GSJDk10_gc#Un$gzvWIL%-JMG6+fjgL=b
zNy{jFRi?lsSQ*#d8={Hzg`fgj-Ubo?ToZj!bSozDBlMvJqQBI8tbD3gytgNPk6&QK
z{)_K7BNYAr=38hHzd%ZEw}!s$LH1zSEvb0HeeRJ{Nf%A4qI--tcFLYB&eWEMagq*N
zpx87)G(*Q}iQmpZV99<~u?Qgy$`Cf$SREn4`*)rGA|<D6VZjy{y<bNTLw(=8?k=61
zoC%04pn0Apj^hzSXd{ITG_MqSk|9@hVKOn=;e493r&$P4$|JyA$gg?rA}RWwFU!z1
zER?rGe?(Vbk8uMkVzf|193W=C5{~3~jW9-Cvklcyj8Q^bb-aw*nhzMTIdc|_3n@8E
z(*v#%1@;}n8C&TFNoC-^YzkFUD#kS%#b=}8Q7`JPv54J<j*_6^%S{pmH1cVq{)#W_
z99~W%+W2J(7N#h7KAnrg`Fkq$z5?fo-_&sVy8#$hN2lI<dtKc^R|=iKTL$)u%J1Pr
z^QJ$JNM8SoTy>wU^)#a=jKj-_w5F}VkJ$=WH8Ramg>hFrQ7>=>H29H5j<>jh@{mTn
z(S{(;E(cz2Um}vKio7v&6!5^~`s)0wah<%3#fs10@Vo@gWv=E?9N9xA{v?B3^5z`Z
z+Pa7=fxR;ZT6kb5;(QLV9HlsKL@dJSv*aB;Mvo$YNK*?M1d#mMvQMyAPngTk0%~&4
z<z!`DT~?Sf=o&&@8WW&T1_!MsXN}I0ylPv`HC(D_FZ(RTVfE`IAMnqN?$f7;=T&JT
zwg9N<u6iY#thgp)`QsGD;)e>BYp#>kEnqLp64y1n@r187MOuhc2fTuEK6qq0d&mrO
zSMB(_xx3ApS%KYl7%2WmPE(;ly{8nsBrD)wHfL##A0_e{GJ7!R*eI__Qih<Hp;@Oa
zM7g_KDN(x^e>v`VpGR%^FtJ8WMPDR6@R8gWOLdcE3X^6nGIe*?2=weKuRHdYH{m<6
z9A=_p);-m3*HltHFl)ILyxA1_kw3PKw#@HBXgUOIn40=-J!+g})WD-~zhTNW7VW3X
z!+t~KdQQaPa0_~Tf;NXOXOYZ4V`tCU|C`ADldk^-ZVuM}JaQkZ{a^7OH7;%6zLxSn
z35vaxUQ(cZ3(S#)0v`qpBwTVB;ot7oR+Ipc0BAk~UNdgLxb%I$G)c>6BswV+w){uD
z`2+qDZ@B*v?+U@9nT_T&%^&f8w@8kiJ2QHg)1U>`YyB;xtUWM`Sz``&>t0Ec4kbw(
zPeeqs(_C}TruW>m!pRE`i<%BSEN>SqL=zz(tthP=>?yqXO!5TWU*cxK#J?-;v6fTM
zzMeJ3%*<A?Kxc@rY*9~!*-l#Tg;R1%kVWG3-Ql)I6m9vkTPcPZi^2e>ZSuo5&<JDF
zRJ*2a5W3!$Y`Xg3KVZu#iUN1~pZZ(kI9yr7l-@dOyl9kWqD)#WNmkUWz6BW1bJvcX
zZi5%$hm%b6o_UR5iZhR~sTasWF%Q(x)3;|tj$|5uh(`-KqlhbZoG^@J8E!-%<l`uq
z8Jdf|4=`u=v01oMa7Z!Ze!^sei8-39qh>A|KU?rRrBvZvm=`q(CZ5f0!A$dH$Q(JO
z7L(KRjCJ$pqTjz~NL0h4T^`wjkgjt^z?mteZbp|%e4yW!i?;a67>mnzAS-#$lzl@$
zP%pVb+{f8_cU)f*A9QnpT@$u^=RC$i1;S>F2jp|0;G9$yNI>hXGdDWh@?ZBm3)ql@
z!!n0mNr(P&kj}5in&SGj3JkqjA+?^|+oFFRz}!!FJV~EJ(dh@-<C<Thi<6=u4!H{u
zwm!eZ8p2=ztZuJ)@-#CudndC>s4273YMiA2?Z^#GY8g_>itLDiwxXec!@-v1)+&CJ
zC{{`KTX0W8W-2S<t?_RqRP8GWGicsIQG^TR6vY%o64&e$6frDeog$XBM87rx3UNaJ
zWAKtN;1!VL&9CtmK&GI(M8DJR`2@VM48arKf&w+1iV_u!%NGUNT65W=rA2v&#A`U|
z&Yf+ey#`4c0$++|jk-{2>}hvydD{1JG-Sn2(f;mi=wB!NPSVY8!Sqy-Hp0v?GSbXs
zcTMg86SJRa^p)2!^^|Hn`oClRT%LU@f%qH4Y|C8-degi*+pAef0#%U=&@wW%-T<R`
z4!{BGgYxD~TopHwe((7e5OXX$PFEl&uk^}-yLZa~dG7#1Vtk?htNgOD{~JO%{_~)H
zs4iu<An=d;Ud)L-nwsJ3{s=IE02KiNthNy9;a;&|gpRd1L<Ihy)$@3cxRF@w@(Dsb
zvx}V3R_22o17k@Hj|D?5lz5=|>oEh7wro!!#2QY}t3(chq~)?4(PqlSp%0dbGUI!@
zV?7BS&K~Ne$6pS&Jj8877KXQi6BNGy@GBlL|1{g)b1m(7&Dk{T5rdPU&L0+Y6XK~z
zBh~mbt&ndqo@!kAug9WHbm+n*vEW6|Yj8B%b*QmkP`(F9vffr)8=mCL{uIhXfN6o`
z(K8Y?WKgGDazzmh(sdJb?rB9j`}t@nm;R+a6voj<K_rwH+LxHrx?v5;sN_lWPAF>2
z=L7!po+xiAl&V{Wxu~$cpheDcDDJx932Q%wnyz$ce8^tR2krz{UXStsx5PQmP8@MR
z@C`t0gd;sWQV#2p{N6mCZI~SLDCvE+f`CLkENw0#$Qd*25s+ynXS7jLD+ar>x(%NW
zU6AKj5eIOo=OTvQx*SNb1A<tTMjNOwC~>xm_uqsajvF%rEa{*Zi4oqnr(W^TqQKn%
z!yb>>=l5~P)$2Us6Z#8n;pA<wTMs1t^QbQfq7GXY{*7a~San#5=TSACr0fO;x!rcP
zl-7Mf7;l0h%fH_miO+@Gn6AKsjp_FggLW$0vtBjj`?|UV#tw;cK|{)iYC6^egy)QP
z<jAY+6mb-S^)VQ<n%&r9BQJlUnxS@x`R|_5MC1`xlM*=FNAQ*&c(N|T1VVbU#trCj
zEcvP0PV6Hj@+W1+4i6723f$4JeWT%28YH;^I-6TfNp5_^Q$tINGUU4I<q9+8v>?y3
z6RYhf3ZE#WHt!01S<J>3*yPqPl43M271YKa7t6O%3|JG!nKPIR%WIo4Nhr=NWjI_?
z*ftzc4LsU$gIkD`o3<5&d#8{#=BEC@GhFla`n7N0twVfdFaj<oRo&U^nJVQQE;dbH
zE_$^p->9C{SFPiQHpWtl6N2&xT8^_bcE=t~(x@N<AJGf*r3;3&$C&}PNE}?`HSmqh
zErL<w(V(68&q3Bz6YD_9YmEQRZ!pLLD-cDz^TKzL)lmt|lgiIM#tZo-xsM%fsdOOD
zZ$j+X!J-Lm8T6s9!wp{T`$H%}AE^a~l_zznmAlsj3s|qiho$ZlPUPJS$Whdj_^%AJ
zGygk=IsRh{efj@dXmjS~!ZH(w6Tna=r4s;)T_mmyo@^FrL-0||P)uJQ>PZVLa*GR|
zd?k*d^Ran8zRQ{>sedwZi=bpOP>DeAAcWwi**_k7n8AckQi#RUTT@Fp%P{mpuE01N
z@5|<swuX9erTq<X0$)%c6I~2$&Yha{M`u~(3m_+pQ%5zIj=L?{Gtn7@K#vB@%6WwV
zQ$+~KD9L)nE(y;#eDOPTcjwzRWf#W1xiBB*C2-o=FDJ3EP-y|{p)9I=?D66!>IjfL
zl7T&YQn(~Nfr-KX_-RU{V~ou6?9vW)G5{(1H;bdX8`r$*uWQjb@~U-;-JLd#nXnqR
zIrEGcJ0(!dtHVq8B1!zVT6Ea|YPFBI-4)V1vJTGZ^)$AIA`XQmR%eD<R;VgzS~iGg
zUu!`o9H}o|yu%1B^100rvEYD965i7YUYIl5Rn|`o7>wK{G3byke0$kkb9L^dx@5kv
z)UapQoEa!i8;J-g>6lcP%KQTqXn--?D4`5g5Qwxr!Om31zk1xcHQcasnLBX&XH!}z
zdpmU8;-fctCD&hg#pMV+>tY<Cvj5cK`FCZanlV~BvNT%jJ_HmVWIfiNU*alnrCTC4
z%>726#G*&wl^S!W0#TjZ;_du~HRosEcCMCZr&77thmEB1w<bd1qqO08prJ}aD6|)=
z=R&AsdZs5hl?WVbG)%m_y08G8Y0M0)pzw<`q+>hWY@GEzjDs|1a=3Y9O@VO>>FS_n
zc+js)Y_Uj?4a)*3F;5sr;rz&syu7??FQTcWN9w(n@X97|XI}Be2hf%ZdyYuqODkmV
zRWjdnnG&a@OXS*VAGFtDQNQw_gb;l+|D$9C9MIL{{T_UkTJHL@M`OY9|LVN4QIOsx
z2}6A<Xd2QO|3+@;{`J&`I>v2zm^9w=j6AuR^8S83d;Gjw65Flu5+!6!CmCpB_$=v)
zP{FfV%F_C!`xAvFw11*-(LYgmQzKa){s-eSDP)(QC`>QKw+a^NBS&VC94dS-$AzEd
zexXQyI!)jdC#9>Urv~s-b;&##DQB|f7HZ#a9<uvdUUvQl;73LQ59mey>R#Nq+~C7u
z4Mbxj$}Zchy7rXjE;t7qLh}_vKh^k>EDyXEvJl@$C?!o!TNnk@v?~JGv3nR<?fW+z
z|C_}w2RrNkFOJv$I|`d~)z50V!gD@wCbcZ2&gz<n66%L@>nm;)FJyeZ)X;DX@_=Fg
z(n|u?^-56f+~F%m6+{-9Jx6X3qLhbvz_y3jkKFT@8e$ntrc4$y_r7zmQ8bFgY~YWX
zht&MK_@Jyv**jNM@t+V!Q16F3Mu=%u46Mj!0ihBah*VMY$ay=+b&*@I^%n*`5@KA$
zEdr1tLP$bEMlHO8c;sOnqSdoM?GCp)pvfh#p1kq^*3rh+7mN|Yp@P6xkNc<Dq6FVe
z*0IZm3+1E<vh!U{VPFg_@#xbEXc`Pq5onTQ9Wt!Ax91vbQ2aBYSBxX8Ly0>2>-05I
z;##G`pBX>cmoRa0rTlohwnuExI|${i359s-<xC;mfkO<2n8O&Qs^}-|YKAdx8*j)4
z|AgHV)e#D;>nOS2JldMKPvO1s!c%vZ5sON7gIqoFQzm&<5HtZs^m3L7^wZz?xcK;0
z&a~u#ld80r<WU;QaCaV>{Ag8Ya%^i#1j_>RU?E}(OnJlOd{nPBb$!N-&N>btpmD+K
zymIKsamSaW_HtP&&7?5+B00SbAJRuF;NxW?`l1hr=Ns0HK2>(#T0TE~3If^wHjdL!
zCx(uT4=#Fn(vuko+cCsrg4qAdCg~L9j0*H$8Mia+f@k95^vMMMO~^9#dzQ+9V}23<
zGDbK&bnl|rO=1?}iz`gj10(->xbMI0bIL4=j=;6KSHj`4zZ8wI35W%fwH2(T`Ux|{
zlt5=kUQW*Cd3_d(>|G{nYbx-Gr$1X2n6*;Uobs>tbhi2+oBgmgW!#*J(!^_}`i*yK
zq^shc#R+sub&`Bah4>0URqai^DHf~cN~t&^${!mYrn%v(^JAl%E+s9aE?#k5qs|5A
z@7htev8_*!IjmkYgGKv&-%q#hy{=iscCWC)ge(|DgF^<io03~OD>r2u>t%0$&k~o~
z+k`bnP;nEM)EQXzr~Xr8p_836K_AIUZEw7TyyuQ6B#IN?lXk<Ode0Z?a;5ig^J+w_
zA9Vn|1S(nl#xI)RG_#msr5E-+(97{L<Gf*RoCdKZ|M044<!(voQ<NA*oRh(ut^qLF
z@2}Am_+y@$ms%TqhIT>E^*~Wy)k5lAy^E87#|E|f3B;;e2=cG!a{Rm9GUtDe?vlFB
zKl>`5pM4dyA{A|JEkAPcCE!pz7{n?R{Z{Zi8?E3ch6GsVP~0(>Y%7_R#XJ)k9u~Q*
zw~zN#`%|~cKR(*0&yrRjdewInPb~O|1tHRYkkVdeK3y7)j}K$9y(GIWkMK0Pia(b>
zWoc;uUvmkNl3s8ZM$Pj{u&dq#g+w5{8U~Zz^k-w$`u(%9+C4$>5>O;$CI5tkEH_NF
z2TeYWe;761#azEHk>3_&>dhrhgZWD_k#tz-w#0u9P|<;sy%HZEinSE9;7FB0#Agl_
zV80+cZ*E*xu+nNvHc@3@Lhr7IpnKY{G1~+m8d})I7)wq%k+Puv%BXBp<yjRIP}_D_
zTI66tq1kC1DH_(j|A>IU>*1xJJr@sL2#iH_I7^ze4m0Cup}am<DP_<!?-cj&($+Gv
zOswG(qJutE2`zc>L8ik(OJ!-dTC2XiK~t1hr59SFS6FkwYxNNDXsb4MqC;m60e5ST
zX0leZ&rRFBQ{4Ad2e$3_LW_3@t9n(u5m-icswkPY+``JS0<lia)@Vqcxp^fehxUgI
zdz?^)3x}LP(K^EwZjPVAjlS=a!M&+xf<7wCBU|j1iT8q`m-xHZ0An=jkViuuWoti1
zW%vc6>f(5p+`!4~LR@CQ3hI;6r=c|QdzRWO-w&mi1*iD^M#vkICBBdY$Rxw%(BWt%
zTg|5mz3(U}T?l&WR#_l9Km9J|2t0`T$5J1`kRuuh_@eDhN8}SQgpe^i29SnGDXb`o
z7L-FZHxIH{OQLGUUpPgycT|u?larHoIy&W$MRkpvR1SLEG}@7p>7p+fsDYlA4pu`4
zgL~@cbh*-QMK3u+bOx`?(FKXP%<@xJL!F`zv|50Oi3v2vKZiKB{{FcHf;QKOsldWA
zf+`znX;kMsKfz)8C$(+EI|hwckK(kupyo5%n0KeHZY*Kj*Yo*q+bajNjk*%hXkLsS
z{^yFz<XOkI*Y@ScL}|TY+#0SCbB<2FbqNZC1Z!fglV^SQ)+)jbPDZcx{kF-<6`#z$
zC|=xU(j8y%qy>BzOXk5ge|1F*w<?Jql)UT4UjD^5G*~cV$zN=}oNKP%Lj0|rUiq!_
zy~tgc>&uB$)l{+JwfF9PBB>eZWwD-c8ouh=Oboo6t1>5mZ8gLz{^i%WUIN>TL~gx+
z5h{q~|B5r`zga&sGBGj!w-o>HR|5~#x10`G{_BdBc$kH<&*Tv-1{_CQ!1<&5UV3yE
zMFe4L)Irli0RNY&p2S5knQeOjCLYpwL(}@_rJb7QfpNm_-z?}&E6660b$)#ia%sh6
z#sqm$!~!M@XQp0vuR3%4DD!<kDhssnuY<>4QdTTq3Kdg{mq{l2Hs(8|nD3V1aC;#~
zbC1}Hjb?sVpRX=@JGvU(eu%wr2Z^LCk3_-%4<S%N^`r4=npe{4FA|iPk?e>E8QwxF
zn+Nl$a_OiwAA?d)(>&!4TXuW~gCadUU3mE>D*|(3<Uoa3C&T7~aHE81iC7dRLF`JX
z<5M?U>q+-FhC&TZJ5^Qak@<}|jNE2FijQPb*dVIvt;!61YBOTPGDQA}5*r&<aL~mb
zpkR|<hL98O(<>$}tyITx_;r0Z#0C=LW~UtvqKtMf2X3>&&Zq43RWmYcbktj^O5ZI#
z_nGXV=7xI2)SK(M#DV}IV(|zAQq#Z?J6zD2<`X68k0*q;@G*3%mEyg%b6kCkbig9_
zrRgmuHp{+X7d{Y17DU-I+EiS0g&>sqUUe((hn0pdFxVpr$y75rVeS2jR3!U_W|TBf
zrC*DSt;04=LtF$j&mCJHzhtyBL-OV?aHQv(FBi$4vajLlJ?k#E9V}G7_|^*;o;R=e
z%-EJ@Ohy@-MhxspgagCknLHJm4t<I%Ad6XCHjw!jN^2yM+1p?~+G_)P>1GK861Vau
zg>n+C(3N#$%`hiCoPi(#u^ZPdJnBv?KeAQ28czt8PklE*YW)xkGM0~Y*)Q2tgBEB9
z9y^@XJ&_Otnf%*<p9dAQeDW4A8-kemoe!3&m%&q+Qn_7Byh<)R+O@b|{9}{t@6l6T
zw?|1t6F^wR+erXDkfOcSgz?mEBd{%=J#H9U2%z4>fLn4BP7J6qV+{r76J-jr8GHXo
z|MA)$FrYk@j3%DZG7=Q!%23W)GM?9fL$Z0usm_+k@?^c91fbf$?L+OT-*fM2h6J6L
z2NFX{9_3NMYrYLOlnrv!$#k)TZ!j|D`lJKLI5)|B3a{&Do7XRTU}NjpVksqGy?mxJ
zzD4Ign))T?b56$SpV_#eDF4}L^uz=I=r@z8vu?A`=$A`$5W6$<J#Pn0!do&6@N5QS
zyVU^wMou{B2U<-0ae-fE6u8$Af-0X_zyoa-&^zvw*`sF{*Dze?WNHUr6Hl~Jxw8=Q
z!0GG5l!3>b2~m#0gv2_3xtM`nQ)jQc0sKA2ia&wd(s?LHRzj)eck$@9%W1eFHQ{Zf
z{o;!IP*K@ZYbS&%Yu&I1W63uDQUivs>N)(jycCE+4s<BlZUut+iwcxA9i`yOQwR7k
zHDp-v=E3XlMxNAe;y}C8J^b~Kce7MR5aO!p1qdDUO{jvGk|-0()#u!~ffKG{Dz5()
z8gI6ACHXE+;e^C5$f3f0XZ!`XM@wXA27r6|oe%f-tlXA@o#geV8b{=TWkG0&_0n=G
zFQW_7w!I&NlP%~086X}}mq&+U5E-KF{IK-sq~@|)hC_Fj!2|i-xX3+iGoBD%cmUzE
zas~wj5~`%u0Q`_#wJ|w6EFyT@rvfLj2(R;M`aXRi8lL;|0KDo0;&Z6E`EQ2ezuCky
zGO+!R$@$-h;;@>O-6k7C&%4@<vbjRkQI=vP&Uzta{7-vg?IoclynR@sa=!O#9Rw`!
z;|WewQhhw~d5_j}wS<EtjClu!9}ZHJI8Zk?K|!jZWY!k|Qc#-_#~~u!G@U7gDoEAL
z4xfgrZ5XCKPizUx#*O})zB=aszWF!AYcGXkBzR((`o~hLJ{3hw0V<=xWsT9=;n%%y
zdY(=f0OUWF{;YQh(f?HX(MM7beC`%dN~CKvf2BcF#*;7?1YNZLd}a1>^%XC)fjvQ?
z9H<K}2ec;};aZ?rMsgO-Z1Y1dZMW><)u|Fn+DjX*(}6W>7tC75ZLVKi*(co-jPq&G
z_b*Yj)&9w0ptosdY9S9a;e<ArFhrZrxBcCeKBuqKSzoNK2~DTVz_}_<QDq1_(v<c1
zwq7B;kv<T-V0%<J<)p;&=tkTdJ3v#6II0Z!;x97<DKN>@ih|tP-Q;((gclJov{ndy
zhJpZb{vmze*<cCg8vT46Um58J?cFvpu(!R5L2f?5&EJ3(<6lI?Tn4BZpb_u#zF+RP
zo9>R1(&FVL;)Mc^!~oI_PnsmC3Ey%ze_r9euK=!*)vBO>RsmxIG~<)!D!L|pT8OAB
z`PlAZgw_hTp|YkJbdHj>seD>U3U`tTpG6{-^(4TX6(TgIuY`SFUuW*-S3L?muDty#
zmKfJfjK}ZGd|o~>Bzf!a0!W?&sFCN+NnHA_!Gm5_Txn);AclC;^J3sKkf%-mVt-i^
z@@jHxKy~5>qSWVwySs$nP!Hyzx_wWpYF>O^Ue(?;xz)>^x$m!-g5*;k+XW@-lH)62
z&Jp;NEU|7OKV0h-xOcqU1}@hU{w}XK??Prkb}5{>q%E3W6;l%~K0rTBDsaj1dBe+y
zo`c7Avu~nH46|lRG#O2_t2eZOek<=Q_*DjV5ySLZK?j!<nlv>vC2<9T_WrkbuMAbw
zIpb&eyThA%G9wywyZ+WVaNCX0g`pVWYih(C8ryq~p`f##&M2SP<W0?iyW5Ud6ct-<
zd-N+s&9`+br)CuoZVgd~1|JEX&NlKaG98<S@lN_sqWa$Nn_{JJmx|AYP5vAT;6acu
zAuYj)NBFYA-zQfJ^Jq8G0+K_Ttp&zNF9O7&DT^~ZY9<LR>=D)R#Sp$DHJ`wiVe&~B
z12p6Gz29%dO%LVT>z<|xzbG*FXwXvAKCG;0x_PW^qq1Yz^jC_+XNmkkW`w1GwiG7z
zXP_G+4>}n(nwAdwzOK_*=YIb1A8si^{kEws<N>1-tUU0)N&e6}!D4>eYXN%qS2U%t
z7R~ptvmR!8{m#JY;Bj37@Fk<*v00LRiDR;Jv!xCwNemK5?;QCn0GJJODGE5ttjT`-
zwcw~e790yak#jP@I*Ti|M@i;a4SMkfx|G#?{I7$D@#i|g|96eZNWjFv&i;R%+h8JK
zWMF6bzaM}4(Esxb0V5+P>wk}^|9wKmw1O%td!e(zL4^DJJ43*2ZEaC(Z87%A3&ZHl
z>jXNx1rf~S2D1Dj-r6E~jd|XFUV8ufw({A@Y&M-~d|&JB{=+FO@w<3}!V-)PP%_|>
zAi7GL#v8!FLq$au4FDRN8yOlJn~Agp3&IfiBMv7+5%}Z;1Zd;-(}3^_f+bYI1Zf1J
zyntsFj^Mx=Sl<M^&hfV1@xHzeU{zh+{o4q_^)K)*j86Y4fIDdb%sSjz$P7gs>+36s
zhPq&Z`;TKJ0V7Fh{huD)^kov4z!KUSBm-*$@NW!Zs(_Zcn355;Kh-J<NO0RXHAsv<
zDTv{p(W#5Gvk7DC^C1w|CWJy0fVMz_Q~=a`<k>k;bFddt%zS-o=#MZgWF}I9X{5go
ztwN~Qa1N}lAVB#**zuIJGmvNd)@ESNAOelR$|Z*Ykxv4hy)lPhZ2ABn3pfDO$mf28
zp9i1R2xC|DW=2X%b=BSVIoxA2K>BbEfIuiEf71zU5y1TGbJpmEjj+iX7I#*MF^r9@
zfmmNEosImH%bEHxCT{S3WlLiTyuy)_kjIYD#gFt1@@-O^n32IZ)`2bwWXF2Xk^ne?
zWD0!T%)XB8t1tU%Tywt#j|jM#@AX)wvM)21E(PFb1S}%_tn-Qf?l3_Ufb@+I3=9ko
zzyWXp_}iAIPW2*{xBoZ+#fC2=VNQ3i^`J|@BY7+VyLe87x1ftt;|m}V0i2wG?OZ>q
zub6lZ4M0-@C5S!{bHE1SFI-$Iu*~n6g5zrlN8pnNfzdeBzPt1L9crJG;EaGv>rKC`
zZ<nDdO~u5s--!?3@?W)z(l8fbH^zSrK^Ynx8UWlqJODSdy8y2J!W5XmK9xrBYvx^#
z^Z~ASmV`DQ@*;J<Fab0Do`TSBuGOLRPj-O-S$dDP<3f^#QQn5%zIiVF+CRQwUu!A8
zS2(|SB8#(atiR?LK5TBj=dd>dtvA2x{o!huK{`P0^iQZ(KWi(<Zmy?Oz%v7~ZNAm0
zVHrc|g35D3rv0!X9TS1t0jHA%5R@i+j}PtI-)dzV0oMRi`egI<p3wk^si7yoPx8-A
zEMdF-I0VD)=ur_mc)w*SEzF?U-kVLWv$X+?#Kn!=jL}YL>Kz<`cr*&$&B2`Ct)c;^
zq+RtP7C`|@j$s+Vxrx5Hl;~su8c*ow^un`X`#!GN4Z#_tzQu3=Ofz;M&dA^Oh6aK3
zRo`OreSh~NF3Mf92fkH&i)jOx#(Wd$+5$A*+6@8gv%SW+15TBGi)PE`P_BZlH+}!&
z;P92Ow()!aJ|k;f!;eSpgZaP(%zV8r`mg~Ywfn;U63XXql2=6Y6ENqS<R?g8&Kr>@
zTmJdf&gLgTfxfYW&`~|r8(}Y`bD1yx9fqgL@xrc9&itZhX<qQuyELo+G~3yc13UY{
z&JMTiR~-9YI0a}E$m<N<@7DzRCU4~W0xaag^#xeKljFMrRXq%84*mA5VE@$s*a2|)
zWgkTLmV?GMIfbBhgKtS;cFa%Eq(k@f?`SLhGoTa0pX{LJ)!?(Y*ZSY<FiK|P6b55@
zZuBSXAK>4QEI>e8{-tA13;If50+pG4saci^L~0|`21AESEp_Ub+w!syOVTZ6C7bt)
zt;leOVy37sK@yUUr2PjAx+2cv?8LU7Ij6o-5!Vd_42j+6hUC$l!2Ex>Y5hq|^@XAo
zu8Qj()kYmAhEBvfZaNlkGZ&r(H+3#HQnX&-ZDcpNy50e_1olwDEQk<EBv~45@acrI
zk_}PsWVGOku@)5A*ED1_eI5YmfKYsBmyslH7JPKrxehnt@IOy|x+N~m+8ef1v{C!j
zL00jYiZg=ndysaAN+uV%`{g4XbR*J+8u9(EL&xzxLOC4#&uj`eeG0M@{@&4Ctlf(#
zRhtFBW9cEqZjZ5w5Fy^(1eBQTfXbxf&1rCD?M1yGWfoc?>A~JQIsZwNZ>{**km!4c
zi2L?l8EFZ{&j(Bn8Z+u`#zKddZTuyv6dCLme$EyV!Hn;U&>Gi}ywk)jyz9I9+cL0j
z{(WcTgdKsPz{9WLz1l(?7hK3N%YWLyq<=*n+SY#5!m|Wdd!#mA2jF1aca^rvqCVqg
zqE4PnUuaKroC&U(0ALhrb$?v@UK0qt)}9z)#aGxflH}gKFyqvumUuAozNN-=40Jc;
zguk|S-p-59Xtj`dnuZ-`KO;5Z9`vx`27FDtHXyxeUwIDpbT0z4BAUpns}8b9_xk6Q
zK8LtYo-sc*tB<awT$wJh1V~jgM$6l)*3M=8WP{t>EvnLrqE;19xqxR{U6)=6jRU13
z>|Qcz)-(yyuWvCXOnGSz50Upyv8u#I{o*iq>HSdCpRVDeN{27|cREvxx;mlS5nZQ?
zW4hs$W!E=e<gSe$Nv435g~;^^{9iK{(G?-f)s{7OIddB}on&I%-4t$Rksv)t1`;YU
zCSH)1H7&9ng!70=pUYOoY_GF|Evy!2zpE3uyt)1O`=ELSq~I16+SwOM3wyV9OJ%BG
zEE!*ApYbC!TMjm53YC`e@oB-Q0c=;>J(H6LZ8t7rZ)_{g?XS4Un%TO{I*Qk*{3hJ5
z3wgJ<;Po?Iv>yy1E)3IvC65KFOv8C@Rq#@$P*Wc-9Lm);XW3*--9DVUD6X451P%B6
zah`YNj;}2QqRo}{<<r8}DS_L^dsN<QiLImiKAVS~?t+m0Qrf|4QSc95#nOjz4Q5Jc
zOUba#yFL2@U)CumvJCVz318VYnUln&&@YDrY>yQ35E1-6OdK9b6nZm~p5Kx?U4`dM
z`3Zs!M0t*LZiOhng<%SyL6-yy&3W2x)*-v6TGz40VbDF+ct!wGhOTYY(Gm{DW=8Sv
zc=AfngKyN$Pq~CZBG@8CyRyNwbyrR>2Mcs_5PUby$2*uRh-asgSLAj0TsT{q+lHTq
z>qM0J5&04HVYI0Dy~`*zH9R&ILx2?oo6_91fp(@b(;-$jt|c-X$$0eE&e1%clKyTE
zeE906D#`ZT_o+H;8+7Wgr2T10e8VMzY){>u2Ab^H);R{Z5g<zGJe_J|x~gkE>9{x%
zC>Ze;0UDDUOYG%Tzr}$E-r)XCxIbFdWuUiA`c@CFR+p;$d=YPuB;8Zn>qfp~%V`?U
zM#(lXfBX5IQg)|*e=Y^Kw9hfoVK$8$*Y$~x-_He-!*8r|egHjib^)yb37lT*?v8@W
ze+P-aJa>6s5ms1YzW6T6&>0NV(Ktj!r}@B2s!mD-J(Pv&ySsJjq?}4KVlt=eC80^e
z(o0QM;i%UV5PP%q<ua?d#uVK=)t5_&Hxm5kR$L|faWk%sn7FN^xezi`bk#z-7!I;z
z+1pz3nVyRV3e0XJygVVsUq%Hvqb6)Q1ddsCe|>-v%teb}AlIID4umThUpAu&WVy7f
z_8{`;6RF{)(FFI`eiFSqZEP+FbwY5k7a8)WH~|=1T3*}QrXr3WRP9DRr2YKjHP%u0
zteZ*VYogEI1Cc^7$g1F{Q^L(8%2*exZeRS*(nT93Ir0w7Z^szGsep~MWH$=8zx+!G
zyf$7D!Pl`=!)pmdaLue<5c7NyGc?Q_U*}GRL&5bT3$=4l>mqA18pA)=#5m&}Tf|0v
zsqCDW&(!hYx~$+`Yk_C+7^pf+2!sY!5v{=>ja8V*UDvvekj>uf3j+L^0J?yE&C1+c
z%))nr?}<dJSqObK1nzQc|EdmxEw5b(JcftK$_urQ?x-f#=Yih$4Gcc-z+>ZYZN)I6
zn{v{!1pc|Gl<p-rft@Xgw~uU7U&AjdF=%vpv?lEcSXbi9$b5RU@<JRzk+qHHODPhi
z*%5$JO~;bgeK2eqrW{z*QSq0H0yiD;sKVggAqVvtr#UximYL|L_A$izc<tnD-dsI;
zlY80Kgfw=<l%qbxvuLNeBLt(zUGKDTgmV4N@AjZm@7h4beEa7dJZ*dY;&hZ}$^P!M
z4NP&Yo>DqBH3-OMCwb71{&C&tg$=8!vfzAp2T+b!;5kFA!9IH}V)24NDLf+BrGn>U
zp4`paNwKax3mgVGlU|0l9*5gW2OQE^-m!w+2)=<8m$*Y`MHQsE)$9A|l;!3UB~HyX
z$X^<43&a6B+!sj8kwP5Xu~0ECMDq!=bUv>hicOww@rA8NT3>V4Ll2X&C7yWx1Uk=e
zutxTnHeCe+Gb>-HqL$R-tFBJYArHJm$wJ+m&F*$j1rvc^*P>gNISwf`fKFnjQE4DE
ztho$_u_~DoNnlkEh0ZKS7*kEunG~+wng?W!jzY&-6IZ+#{HK)<Ce9>Lonh``tm}R2
zVg12db5#uC%Q>2;d=z1=i~G&DsM_dww#{h)$LUX32a5btc<qgWg*0F^;Jon_XymPb
zCuZ(|#^v<39{c7Q?Z*ut*0qM9<fve7Ma}e=&5XhU(~8LwDmD*lvzrY$vr?oh9B$m8
zXD<iDQZsp}VXPBr&gOP^+6j_aK`hqN4{TK<X7*x!IR?VbfV)C!^0VR-U>~g$vcTmO
zi>}};%BRW<0(2jOw}t=Q4{A=T)D9nfz4pwUuNmjQH7sP+YC02|*?vtkmXKrmD-At|
zldj#kr!e?f?9E2A^TbC|b#R=TAT)Cb-__;1pH1KArOx8uz;KwcMKUfgPv?%_ZKSck
za#yg7pKgnbkUUbS#b?rIT6D$-Ic17<B5|=v%O!luDRceZQ&P>uLz3_ZuxCHZR(nN=
zdid6c1%7VZr4B2h>gGtC?e`h#!N}7c5Pd-_a*Bk!OcB61VjF00Kg+}cjEC2OvKmG7
zh*Qpyr<N8d&p@k>p1E$no2nk@i;)_bE}~xmN};!@`8od3!W&2F2cw!N-yp@-88n`4
zkD_YzXyrZ94*rt;D(ve%H~aOqTWqqxq?#QX1zIDB@+mUAzZV>hi=}s;F<R`g$KBN8
z(xE3m_o!|re+xag@HRbzcRM=!%yju<46n=Cy)1Ux5XY4z9pj@ijZ9}~Ny0Kf!j^jJ
zos5~ZGuEsVwYGq7RgYNA&HJew)>&|oPe9zd8q)>ofmXCCx~3iFHdK^OnQH)0!We`+
zvTu442`kcUtF@-s#i}>lw+1OH@6P8tp>;m?z#)N$^Q7ASl<;K=0ODYkmlRd^l~tq(
z^mMZ1AWS-Jm^Iv&Ld@VR%g6Q7fwqhsC2IpiOgHdHOtw3r`QJf_)iG7duJdS<tg@~@
zR7h(xHRSI)Ybkmuvb{9zlvClU94fpOJ`x<t$xAtwh6a&&JH*^`dl8IOqVV1_$^(qv
z?BHwLPNNuIkGk_pmkx0@0Md=~y#+VyrJ}hLYP0<0)pUMmN+WjYOSg^I<LE%d13wRR
zP_U8UU5+vXL+IV`u%X|BEIAFl&4PxxWW0BFQ&~s*cw^Q_OrGDxoV{QD`7(-Zwdrwl
zak5f;Z^i_c_}vkt;0RF9yHRSMMe|YKt#X?&VH#-z(sY{TaMUbK49rBMjEh9aOT}Ly
z9;tGKmt8?(Fz~BCS<qflts2jbYcpWGBGTg~s9Jn2L?PtUraebf`%8v<*o}#MwZkTc
ztRS(tr418u$~?Fz8zSEfz4DLM)pU-^bQ+cr$qJ<dE~1hVVBE#8%1VVYJs1KtN1%nB
zF$A0oxh^Pj%X$e(E3F~~m(iY^2q-DHz(-_bvL3RrED|rlmcx{$F+41DvreXVJcpP(
z&{!S7U(C_V%8yn<tbD#QCuy6JB2fA(02%r*ga9V~;q;($J0dWf<c>X@CXG-hVc=1S
ziUtdwSNfF$*Ks`1#-O&wgQSl*xdGd^7}xPqK#EE<)G=!wNzq2T!Q4=d3bAhz1}eT6
zSEO$UBw#}(Sr{8l_$<7{xCwjpbX3WBMGR+Vfurw^7wm#ht`v^T?9%8qu@TA?SJIng
z!fXoCwINA)fnKs^Pn&>wqK$0WGUEC3*c<wQz>o)r-G>ITtWF3ZkYLakQuay-NmL54
zf5NakJ$6iW+rW|Tq7r_aknjZG5<lE4X5%tyYLMy8m8`G}X0JbBA)j$<L&bWUDfWDW
zT|AQNa6N*HTkg%cGNAES+G>|11!wybT6_?{i+QbJ-42Ym)vS|6SrX!YaIYsoh6+FL
zO3RCsOl8O%l92rkcDnlPWPoviePEb}4~E>)WAbTdb=7qGq&yv=#2I7yWK5JEc25`Z
z$IeM{34Xp8k~krZc^vP$)uktj%xOFZ2Z#O;5Z^66r@Kw7GO`?kXVIY(7TGmJz&B3V
z&jYW*#UiivfIgUSgt?^wtqqm7OP7YSW9Eg^xn%szLX3XCdXi7opBak7l><R~JaBK7
zm-~MhyNBS;qOM=SQOCB8j_v$o+qOGS$F^<Twr$(CZ6{y9U)4Lg_YUr<I)gLYRcEsI
zTF?6J#7>vkBf;qU94ugL&T1x)9y7Ac^@Y5(XVLdoMhQbFGrfz6m`#&bs)%`O!m(7`
zU=~1$45o~-=o5jAoL;+x#c>v5^b85V?E~tuXx?G3cn6u*kMgagb&dIfwFA~poC-+f
z)}@hDr>hu?-)5z4E$;8OX9utYlQ~6jA6w1@z*)(qO!H#vL4-U}CZ)hTPI5BvACVZw
zR^Cu&@;&L#4oX+@FDobMe)fttxUKoA>9Bh5oYxff%ITEA_126fv!!*)D!%E(w+{?M
zz0*}p_xW8*)f{l&zbqm0L25X<7v{F)2;$IT64GZd2$v7VZw<6#8jIvuqDF>Y+D%Z!
zSi3~Cp<Jl$C`2hJCe)sVaIunfO5Hw)*r718FMRTZ=!v(N%@qe2K0|`p4BUm3kDRKF
z^`UK)%d=aL<d0f27cTnm1ddnN{*W(KLzIL^EY6?0<9XCv&b*JZzC{O;(H^<)pb`C>
zu;y<%_3TED+A`e}X*Eura&txFMw)WTmi*yJRHk0W{a@Wc*Og0~dEVw>^KY9@Xv{Ql
zw0@W0s**hbHw@>GwgjEkvWiAp@&dr78O1a&aDTq*{iw6l2%^OinqU-_hCdA18=ip4
zG`qK{c%;ffHQiMqUl6;$JSUXeA}j4{%*KG&%rz#uV@hg!aeB~m!uSF$Qy~_wsN@p!
z!k^c=DIkKKTdlKR8aeB5Tlsb<ZHb2|!ww$eF$(fU5fCo-Dr(_&Wt+(zP-f#yw2et!
zeDjyfoc@|D4b7ajM5+Ec6(&#j@s3ky5q~p<Xjh`qi-aXrw=u``hu3Ci0}6QS+wcJ7
z=s-kic1X&dzhsP7HpKFhOKa|e_G&Sx0WFV|ZfrF_$1;!{z+oI4LeSp&{Bkc--w{ZJ
zQpbxCG?^@tRqU#)aeKctQGr=3axUHU0tZ5-ps_|F)_Y#lIJ&;AH>PWpyJRz&<NVOc
zEMY|0TLpOvE6_;#lTIm&V0XRCWMH$tr3<1Y9KX%y+~kT8ly>bKYp$qdVbzvs!)DW8
zlV>wG#EJsPds$uGc&*&JIYYM)=!Ngae&M8GG*5`=M#ql3epX@pYmIPhqCOm7tK?op
z&0KSfp{7M5`n+yrqu~x=@isq6Z#jw)*gEe(g|u9>dL@tt3NNnit3t=a2dF1^0^%LZ
z^vtdK76Ns+8Dp2d__a#Y=_!(81yxhHBuCfVrrUPb)4K|M{@BPP?aDs|yYbP6pE-f5
z!6KzzpdW*IuXypVI2qRb66Fi?rD<2_Z!r?g=h>$9eBg|#1FK$AlNvf|5Ki_>ETq(}
zdUKj%7%z#)()=~PziC?E4t))&e*S==6*=Ch<N`xI(Lh!?JOo3K5lD&~p>fd6U~M9J
zI5uOT&if`dzZos{`0uC|y;s+mfP1-8u4^p^pm!xsa~Gqf7@&`+jLH~K7GN8AvM3*4
zwJOxHLX@#JvJ%?5E(VD+%U=J|@iOl^X%7^kJwG9_o(2BJrdWpwisC7vFAAz7PcvG}
zV?(4aYhs9&ZMNoe)_|(&6HHof4*y`UUjCztcK;3M&TE>btG8&XFH~vY8u-3U{hAQ*
z0!#af@nVPfBqC=!xLT2Q8!}6_SG~|~RGn?l!44#5!dRG+AK_!XJ@JPjvz=XM`gc^F
z5+*TE>ugpyopTmJiYn58@WGU)kCD^iq73h>utr?4DDDH&gxg?DefBx(n4`SZGo5?-
zpxeU|s^W||(ac0c>-l`bZT&9CuYhkjbO}lSMAk7Rndb@YSbk2uE<?r$!K_D@#UpMV
zCPqfBKYkIxD0r_+(=#mtO*-d_ybURC!d`Rx%g2mwi@~svKnxx<o08c*@h#ZMnO)y7
zsPhIg!eIoVO{c}I;|4>&ht=}ALumY?Fz+L+LH7hiCOR{xkwmsep2A8qTAWmjc1yp<
zX+@@@XEl~o)<CPP;nlhu)14cF4HG>m@GzXcRm9RG{9-i(%Gsd96X{GE978%jAKCu0
z^rx>~7QoplIoab{cfuy!(~xzi{}V*FKw;2p9cVn(%3F8zc?;!a+6WKe3T-8#9{bx6
zk%vuemFNmWL!oKQmrD+w^sc2gWx6|uN96?Lcep>RC0z-Jlkh4E$lRlXtLdG--vi5X
zOGME*4Yl?Ur|40YY0RAJWR=uw37w;uz@WFRYo2eD*!)_<5O)hv={IMhDP>9fJjCc0
z?iH{{9t6j{Loy`Omq|IiI|CQgvo0)Vh{$Ho#9Llc>8ky^(Ve77zEszUv@Fcdk$yd*
z3FxVg@t<V}z=g=D?UM?B1LT~VI06|g4nBGNav{0FZNuLIv}3JQ$+i2{+y3JiCF0sH
zoovf8-n85MRThw)ipP>XV>B7)c}G_h7A4OGU<uRt9CN*I6h)FR1p)%W0{14sw-Ia8
zO{Vit!B_XP^AD#GOw77f0}&{^PR|f-l72bthGRsLSC$uEEx!l)xcu-e-rdQg_cPcl
zDh_Ne6F&sinw?!DUGs15^!S2M0FM)^iM^a?C%?q&*r*^WKyTYkwmK1GX_~?8X_Z4j
z`0NWY$s-s(h7Vm0wa$x@oZb$tT4j&Cn>+D6RQ9&^7Fd<NS1e!Me+o686nerxnq*I2
z*0Qt$1pZJpw!mxxWlBVD$y;84M?c)EK%@Lc7KaGl>};xFdv8`n5XP3?rRTV~oizMZ
z?v|soQRZpE7|y@4W_YIaRg6FmF{{RfId0oU<D55})O@e4|2-d-=8T*>Rb;cw)Mqbg
zz%Fy*72Dk>#wG}%%1W@PE==qagM@Fhai0FY3?J${5c=CKAt(CX5%#m_b49YGW?+qv
zX>iq_Z{}INk@q^ld@O|{oXZhEM9{xr`y8u#q-@!8^VK=_K>8O3x0aV$>*1HsCM*Le
z<{%=<z-GkIRKh+c92|;;T2>aMU`oC0=ER|UyUDKoH#VDQY2(R$cp8oYA$Dc2WW1L*
z6@IAS+Wnl;cq@b9XMDJTo$4ZU#^;^ob=Se2LzTi9Md5MR7x?P|y;IZ15SOHC=rwYw
zH2q=p$y#lrTsB&=d@l0?#D-zbhh-rXsEZ@|n;sLCt=Y+#4e>7i-=;-~WrKBsB-zuY
z0w#33DA-a@xZY$XP;tWZN@zpbA+it)Ve8m-=jEYek+0l-4;8Y)j9)2D&*?Tsd(m7|
z6l2WF!|N`LLfJ8ldtdH<?T=iI#s=>h1xm4kt|I=9^{G`neQb*%Yfj)5)GIiUMDs>P
zu*YN&EsngI{98Y^np?Lx()}LEjxGTT(SbrUsj`$~nQdQDc8|4oVLfBGOuP_Zn#4`S
zn{w@;1Id-tjQ3jq+{2ZdeJ$&s18u?#zXRZ`nS_Ju_JQa(r8|Vg0pGSqfGYi<+50=|
zoYB8N3<dh|nWC#n9IT}>kEfo;6nAX7W%nW4@3MO&&aS#{5p5)~KY8JS%wjU_n}QDs
zTWzD;VG1Q)Cjy8%PObvJ{nJ~SP2q;DibR_1{v9Oq;k#U(Yp#dlZK>p+SO*W&rLgHl
zP0L`*7Lcnp&L{^Y69-O<xh9w><&`<;RSiK7&|dI`kHR|ND!wK2r&<S$CSw@z(1S*P
zUUWgnX>cwgj8LDrzNY0Tf<WK|`M4m|Epv6wWz3Wq>GXs+L=s6HtRWaT))e5hyKkbh
zM2Nr8TspT=9gS*e@B!5ks4G|L4BkwKM5dceW0-@A&bBMdY9M>D8mS#N>qXp}T+9Po
zprRFtbSXkno6JF20lo-yZbXa(oui2azBwWt(#-k2#>hGI)@bwf?VuWH^yK%|0Hd9%
zKuI}jSVS0J%nYBEh`79dFW2iT4Cv-7A(?)ZO6}pz?k^$(I$#fD`7Oct0jGZAqc}*C
zP>fH5zKuV&c--eFNh%{%86%r6oLg*$bUp4;a0lNmc1F|;sRBZZwl|zs9Tt_AF$($O
z%%U7t_0V?W>+PB(ha9M1PS=&DEuhd3eX>Fs9l<t~$59uJSZAeJC|DAl$7{Anx}FsR
z7GKyXpJOb<ZZyS_2pP(!Hi}Y|rFop<g~8$TxE=PSQ}A*Rk;~SGcqZRaNPoKtr!zyE
z6~-@%Z`)QuV<rZE*7$*#NaIb~8FO@Z-^xQrDrjQN%dS$yNn~B8=i*WxH!Ns@b<0Bn
zD}aJxiYJU$>b$#iw0i)QK2s@9!L@f@OVlpbuDDmWyl-5i5@87@6FP?&?_ADQ6$;{W
zT+B6i$9CfjKctrL!S6UJkH@Ltv`3=SvDN?x@?ZsZ{}&VhFclaeY8qH5<!;Xl@6xSf
zmcO&@>m?&jzGuGrWn_u~b6WZl8UDpQJqbg|bT$(zMAt{*`QZEPhDd_xrBn|F$&pJA
zPkn?Ob&H;+rBf#STVKdKFTNR(-qL=;9T$8o(ABncoRdY=MsW>CmsftCAES7+P^_H%
z^^OPsn*w_ncG(w7q8K40ep1q3VU*!71rF3!B>IR<n)=uBy$nKCsf~PPOZ{*e9D50A
zH+PrN=q_DH!%RK^16|NjMWI>I75~XEYIR)j5HCCTFD%xI`oSauj$<;j@y{b<;_QH{
zn8a(ZR7XaN<zs`;QvJyax{$6wAPJTR`YX}qKm}+wt29y+c6SICArnv+Qam=EsRTr|
zATNT`^B`G3HuaL1S*`enn=9k!r2Um-(bk8rr={D=ZuvzsRJFQ)N=1->i1n2;c2+T8
zA3<|WK#dXZz?@!QP{qp9l5xm7<?L*emHuhf7H}o)+V1j$qLE0}SBoMUFqOC<@2lI9
zD_>U5xP%y+8_Y>y+jP0qF3#-^oXxS~MS(3*bLTmJVb^_#M885dpuCJ<sw@~!ye1Fb
zUoGkbDpFdqpoSv+ckVs=c<-z6oivY{6Q>xu+rJ*7>oWX<rqvSw$Lm+gz#LuJXlSlW
zvd~varpUP@m~Q?$CP>k_qibAf!R#m<<)5qaOioPfYcuax<KLx+McV)wz6QOv_%f{r
z#*dB)aF;3Nh`cO7-=c0#ycdF<tv6wBvSM&uEo~4-=vgB2WZ<Rc3<e-o0%S;0uM>i)
zM0RtSElTHbPBc)C&6BCF0DsJ}ih~d`rRD2Ai6FTK8MTtFYZk|Re%Y?+Rv~9JShm<=
ze#j2U20YF8GBIv=c=q~Gmg=P{9#4x)Us~J+hw|QS#K6?ow-sp*`r2<v6Fp@a^$<_!
zhdD8&^DlGJc8G~^nU}eo(wvzvUkO!>*po{XKxflR>m3?*XU4!WS!fXUo@e6h&r#U>
zo-uCxTOlx_ntSBj9l)~$k|Omc4A+lCkJ#JJ)WJq{Clt1|7>z7H^|)TStdq=2xMbVB
z?1OyXQMM9OPaRJw#EaQeH@q}JgLw0^FFVSYpGyJzc?va1-DJ+Cw)qta%{`4|<)~Bz
zqG*d+_XK8-Qe+kaT1QIH@`h2%Vo!&MU~moXmTI1AKpa}Sl(t5r+b>19EbgwZ!9A~9
zl;^g=c6%c)d1QT4G2a>P`Ga${k@C$b8}^6f;XG7UQAW;V7k`f(wLXH%@$mOj(~*Tg
zOhbsuoBKTiUved154wd`e&Vvwn+4WLVD9I?T*64moB1rgc}f?hd11eUTL<NGt*5Fq
zEb&DR!@}y4CPMD-{xCIM9ild!>0$!@-=bz}ekCju4hmj~xhv(H>X8<ylb13~oMsku
zI{8PnR#}BH>3VS=gpXli?!yvouiR$y{2gLRPOd)vhw;-7pON*?U~hk?J1}+9_Dj3Q
zAj~o%!-kP5yEq&<D0i+~^Fm-{L-nQP_TU8Hvy0zAQ<eS<i>n$BsB(5UHHw19Ywp#t
zyPkb)K4(Z?!0~E=z&sG@kj=!bLuy1>Z7IBA13WaKgAJX(Q>!FUx9-kmE+xL%<1%ku
z#^x5n=*$OnZ#3w`?EgNx>)>~QTXO}@LX$tk6&}ZidWt2?%ajwz^$QaKUIa(7kqs$G
zV23!TekbW^eG)da_CQ~KTC@fOjZ}A?)VUatzT@2*?71?fFhR2dM&QFp0U}%z{<v|_
z50Vo_YCMn%_IMs8oR`n@zn+UmSP{raO0u};>UDmi@0=7>pN2NSO+ocjy$uh&o!4Dm
z23@5Fxc=;>8fR~+WwGR&14Zh+*dH8YFbrSBWX8B`hqu_>r-zr=r4iZbe}kJmrx<YO
zaOOh{_l$XU9vY03#nt!2|9K|kPtLx?a|yIUB58j9`Ai(@Ff(gSf_s)jy5x^2Ve42E
z(MHr#`D4X4bAvobl2NrgN8GwCjrly)XSgmF6uEaHZes1Ax}&S$jXYBA^WX#-EQtKB
zsi|GN+c9q!(Zb3fS-qndxD}3qIX0<JZ8RJEo(Lj7c}9h?ZX)05j~1tlw!^<brKmjX
z14`A_g;=1sf89l`rWW@3ZLQiQbDa&&ee@+dp2|azkN}=JcSnb$K6epVogF6<hlp9i
zvW0Hb%X>JZF~dDRS&6;PO#XZz_GJ9Ge{w)muV~CJnYD0oD5q7xc1BlMZp_=gFOz)P
zqG|IkskotX%B&MQg*<UPSbrQ21)7Og@qHb?hc{*Y_+RC+`zxg_^c~n!ko8DN5=7T)
zuk9V%WaVD&2GE3~-AHk=^m+3YeP)0{x&I7_bXQxUnl7ilGcfJd(Y=I!n|~kp);QG}
z%?0t|>x$?Tj=$9xieXGTbPDLEne92JWS0PbYmY#go68{tu@!x{kAv+Kn#DX;#4)`R
z)A3EDTA{O_(n*v{E<2qjl(e6A$T~@EzDP?uTuiH>#(AGg#i;YoX90KZ*ZT#4^`PsQ
zPCsGmLq%UgoCTy-%)l4B^?>xPyQq)76!oOC{hfCwaG^(c!r}`q-0dy5U1J|#%b=vz
zGF`0}7~XzSf2N&J8c6G&rWBHYEU>B*R<~GNPr2|-_VpuElgq*aGMZA3-O`Nky_+I#
zL$(z4Xe(&zgn+naK1{IK4evl_7``@M-aE-y8OO=IP>A4SyW(i1j+8}Juy&!QPKm-r
zn8C32_P*tNDRbt`W`?_Ccqwuzr1X-ZrxTLmBaFKqr|8Y=CU}{X^RO&8!vt=lreC)$
z_8|q(KKyNHF#<pbF<srexh*|>c%XU?e7c7_6Fqr@rW7C)8e!jSbKoUYO&`wWJg(G%
z*bdvkz|dMYI)a73Xua&Fdp5wFUU2e~hZlxHdZ1`otW!}{QFc`fT0|>p2u_akj~t`E
znU*~a?gocpT@G3oFwJ;3;Un<AHe!)ON{+;n^!v!FDiQ1dk!C0=Dqh8}=likV^SC9;
zTyU=Nou?~87L_-h^QzziAWt^;Lj+Zu>WwdD2E!k|&@ab}J4P$+m|T$!PQE~f7q)jz
zcCUNSMKL|QimRQc#r?)meu~w^z@NT+kr8+afILsb<1*y!BDF4nHR-BF1NTc&-<`l8
zJH1#3aY^b+UPiUN->#sVLfyD~_Iwakjw_TWIGR;eVlM1YI!+s@duKqp*c6tu1w%4Q
zxLWOR#(*MOzh!eUX@SPAFUqWW(e-ZR6KN(sFDJFWQg{d&TQ}`?7j=({_!>L7r(v2O
zBsOu{LQ{B#_L2h_AgIW|U{vj=N>lA_n!m0U?pGq&mZ+sHWlfVMr`-Z_mCo^-Hf5kx
zTa(*L_9$_xsW)Qdw{s*~6DnQ8-BnEU8|=&rSU{DS=r~`P-O<k3EF?JIiuH@JB#H7D
z0uwD*Wq;ObdOQvX1C}f)Tn5(z-A&UAKwGH}!1L`V#FxUjJ|Lp&v6}jfl~y-Ixq`YP
zZN<PW%P{IcfDP>D_PAL`q&unNx&EjJ))r#Jc#ZHftA~s|@FoywsarIkZ(ZZ~-R&4L
z8-NOL3+{$4h(LE{uWqsI;7k{kD(r6y%RbocSy|}M8Pl>L!Z3)xI}&!3TXJEvCAi@r
z4`%nl?svN;*+v*#7ymh;NZi)1UYeVkVXn19DFM4)V$?!?-0b$s(1mcbKKA*lT0v7_
zO`P4!haz#EyIhxBFR~o<Gp?8@TP5|xMr6B<|Na7OrBqCXe`Wy@Pe}3lNHJ&%V)&YW
z9>0sOZM0K=I}Hicf>v|-iJl?{Nr<KR&y2j=AJy#sUH#Ymz|;O!>zKM$j_Jx=Z>u&^
zWHno2&WidFaO3unz%a;R`4?;B0Kji>aA%MZu|1a(WQ6YmW%g_B;L7m?3;tDbNqGQe
zK<1t+ORq$;-`R=7Mx-uva?a^kz6DAUL@mZ@uzHG87FAyeYT#;Hfx;B2P-V>y&3Kb0
zGU;U9qJ;{H50hKaRCyYvG{AariO;_B!HADI%jUO*k8QYeniBrqZT7KecBm+6Z@arA
zQFIz4tis#5?CE5VepbqIOfBOGtD%QQEiJDGZs~@HnH#Zdgx8s6Y$5LplZgOV5dD7S
zFB4R;0oJey5~OSx+F-HVL-8~&^Ab9rHxL9TJizcx5YB3K2T>sX@H-V$2x@(R%A={c
z0{lC;EW78K)U{HhD)hOOIxPP~x;#?_iHZ7BHbf(!+_v|?W_~t-TxJ<OGyWy>4iU0p
zB<>`bNdw%`+dipRv+iaIF%nW1hrTlJqcqGItp?k=DrDhN@o^#Jf^FrEfXMrVj*mS%
zSgB@Z%oLdjiJsTzj-c5W<7SlGBoIT!>c|I)Gr!&Hd-!|_pi(hP5x6O+j5F61V=y^y
z0S?lE*#T*GzLpa%CZ|2k32sC4F&W+=b0uqGTnCu`asp=*7t!4QP@)`mMIK}|h1v-Z
zawVQD<eNAbLgRH>zSo_7Wpkru)ST}h%-h_4?;cz0y$aPd${EnH2@OZ8^E}TS@N74u
z@(E@(^eX1<XwawPJFCJZ{&R?h(X>x~z`$$jDr{7jF*Xp>7(y?O25u&`y*&0=w+ds6
z(3Etm+r%xjJiUXbRa9okpyZI=3;>`tN0ot2VMn3iKTBARFtugUP$163Hzd^Mn{T0i
zBz~nYa4<u0U>jxQQo;jL=-d4VjKUf?5(2EwOz-h@6#tmdt?itUzATtCLM-IurQU8S
zKHS|iK;aJE$-9TlRIY)evAi98eqK6tdDk#~9>lL~oud?=H9{9u7z`=rk#b#O@@#W|
zZ<AQcApqSvX2&IYDqF%SJ4z0HnvkjszKe?U4<0Uzpqwyiry_|;=`Rjs`6dy%F;jrr
z_Mf&8XWXR-<M&ZDjc&ol9GB^(c@Fz$uG^<D8E}vAnXY@<d2PMN?m{e2IPY@$@crxs
zJX<4Yf#A|iyePuegTcP+=0f&MLOk8quRqRwwO1{RpV<&(0C<NomSm5G6TMqOowTNw
z2;S*l(Zs{*{7hS?mYng!TqtNtFLb9Wsy3ohZ3hi|d_+RXhJ(p*&we>@*Z~L?qeNP2
zFgmEfxCf>Tl)+(nh2-G(4Qm-X`qIcNubW=x+}u|T)XWf+Xt0bg#HU4wwZahC10s^q
z&Y_u;LnRWM$On^=?>=eY<bQ2Xbhrjr@AcPs#cx3>vPliXtkxMA5%fzwvI{@<;RS_G
z%B-YcaD~7Vq%@n8W`pppBD&dZTOSeWR%M%$&UHfnDZBYAH2Van-td`RrXQY>a@#JF
ziR#?wK%QV<PA;WNEmu2n_4j7?2Z#aFHUIx%<r)9)(Z&B*c_ya+iunInc{UE#|9<`-
zR-S?Ve`g&3KdgN7FZs+1WLjvy-9Dl|2$%mnW_ARbyVqbYA-e*|$ULnb9UW4!`Y!b^
zyxg28UFH9F2&UglU79`DHw1qT$yD48m?2Pd0|UBX0L-8$2>i;rDoJU-dItx`|GobF
zvel+XhA{t_yq`AcDQx}U+LN~cqH|alXW)s!NS$6`HwX{k$O>BDG_>ByzJbZHfk7~R
z1H=7qgt@*n2tw0KQxou5GoVq9RZs!Q!+iMY>}gf>WV&6BA2%@hfAT)Ht&Q{Sn+XDP
z130TnI_e7eewZ$qpW9AY$w<q$JfIA1cIcr;TmDX?y_MshfvLTtgBf$f4-+?&7OeCP
z=vtNTACxDAJiP>G0sW-<50r=aEMWl$`|F!tgm!8hR36Y4(NV{Y2!y_>nFewtppT;F
z!JNwsgo~F;MGGPC2)6zsll+mv5Aj;U31kX>?6dV{^feKe^rbgETwDzA96kJ;t@?}(
z<Up-O$gdz6-8VE41g~#p`y63z1@jkZ1E&K^YYjWY7s{u|1~wK^6&y2w`m=;LwyYtk
z045aJ*yN)^bXd=(*BZTr9mT1(0d&2?7t#BO!t@B1<=4wr!d=clQ=N-l%gZ+cQ%gNN
z^N&h!S_Mf#dsk8dwY=sf0la$Pt(GaUBXBJ<BcnZI9k8z~P;N*W*+C7EMRs&=PvT_H
z;4ZdjCmtRy@bNB_FR$t`|1E+)`{*hhq@BI<uXop<vRB){-bq-71|}!qR3O^QOC)a(
zhzP%9AEVnhZY?(;$F$yq5m^2Ar?(dg0v-cX_~+*Ao--dj#)9(F;OKUmD?YNH3REQf
zTOij3hgzUhjn%Y&PF@>G)|t+C#-~Gpsrj7(u6U<-{`nXl=(?xjSIZe6R>v1Ji1N=R
z1nX{(7bS-;1O{a8JK)4!`ck@hm;U(Y<j>E<;g9X8kK0?%^xKaq>7Iq<M@sg&ZU2v$
zt(BR{#Tx=BPir;ZE?KM#P>uiBk0Ps|k8L&2?Bw{;wNKML-SDmnVslIFS4*5KArv)2
zZd!a&MA^~K!+neP*Glo4<{D@cF28EeH98Q08D-(;wD+Hu2kqwL-_84!`UPe?;}e3~
z!tTWIPs`I>;sP0&nHkA}k>AqP{rf|mX?_2+{Nw9CEguQ{3{R(z0@TVw;M*3!++V|d
zqz}OW{e%1!#Q_|d--CqVt8l3|I0mbq_!-qJ{k9W|(_8vVzi$Y_K=mbBxx4m>VIOc6
z=|f@%maqePIrOOaSb-C1>cem6x!Z%NO>?j#c1Q0Q1V>ZP%nYvaO#})7@p9Q?EKLI>
z`mlp|x%`RnD)r}y8}@?!^jU0E&mBVTgm2T2@}HWwL-zp(eOWn2fRx>MM}WKzo+3cp
zgx}yJY$b5^A%(sU`658fY#r!{g`51<^XFSW0LAIE3Vg%~>?UJ?0L}#5>|G3Ra#vcQ
z=i)QS*QR#|c&*P7@m2NR8tD10<7@ZG)UnPH{CkeduAA-}-UrjS!s!dtzryJwiwM&V
zIP0hQXC*YFor^ob_PwW?=vL$VAB@)o1_AgML&7w`7kBn8JN41Ju=cxNKXQ{WSmIbC
z-K_)mF6mGm+_sbd)?&pc$P$a1s@w!CCLK=*Qkd=>%w=vzxt}^2|Eeq&KWgU>eX$D5
zTsT44)N@h?f||m$qaEf@B59tT=KYP5i+Lt^p-65q%^PgzTz{={gAQo&dv<J%0dn?@
z$5Gx#<w?QZ%WN)CQ&=A~#-R&XcQ36woo@eAZ83jtBv+GPX=p2=nQwm$XmK=JfKXF?
zZ*cce)S!nk?%=go4l>-;cOOGMfhBv~)At&Ue}neVMKtI^qK!bH|KY{>rNenrS(7hR
zVE;}j>@s|_nm!MQer7JNE`KpJhpCW&C<oEj%%zj9p%v0~%Z+E(Y_*<Mtb&Z_AhwRg
zzyR4Umb8^X+a#P`6)Mu_XvXD37=|vfn^$h~0{?ERoowhI7DSZDmKjUA4zsVmjYuS(
zG2+q-)4Wdqz>+o5PCSF1q(bv|WRrvlj#}lX6JhM_+c(@u{9ST~=L{k+dM*offFdcn
z_=_qE`+JYwPiH+Mz4*3;s>5{hmzGQ(eBhidAHh<Gg4LB9frqp6yX)y#$}hK73A+lZ
zeOb3V?^^0Y4S`sjNr#G6`SZ#t$Gch;(V=cUp@z`xlALsvLzdmB2-!v*2cIR2g#v?K
z$sK#uy{mbZUY5b$hNC61m;pLp{*1BHUgB_`Khq#%!@w@0_#|NuqZ^uuCioI><MpzQ
zuM?qDLvr6JUC{Bhsnd$I1zIPZulZcsxnKU;1}*4<y)$(pxD+WTg{Oci{1vHxb(>uk
zN8G2jU*tC*v)O>_6o`$QWKx}e1eh4uO8lfSnw&U&v+lOj4y!ywjw8=<-S@lMuj8gc
znSYTrUWF`6hYSH)MptWtAy4RPi__lhoxg%dN+h9G<9H$)4Le*;Ti1p8M2(LxSmyae
zU$I%q1ne6-t$C(pt`cKIh$W+Glp_QruLR}=8~Jd2;0?Kos?s(+h)Ye;BIH#P;)YgY
zzV@@(yosfdb39J%I~M^ta?P*pi~s>+HWr|HPSTngXzZL(rO3etg9vESST#d3+ci|+
zaUDr<YoYernBXq!?l$=-w_v5yA8%<k0!L<8HR)SzLOY<=WLh@QIWC5C%MAtZ%uJ}*
zosD)Q_In5?_%{N}d}4sa*e^FQ_1~n6U0vDypy98|@JcT7LgsCrD_X2p#XtNOZsHls
zRSrx9Z^1No;BVu|-90a*LqZ4O<^%(HtioODoL<~hfxeJoQ9i|y1#%@#_YAM02u@j$
zI!>}!NZF$HbzvNlSf|jPH1pKYSZv?@y%yME#uWuR)ZKD8r4n{~wmVVxUOUQp^1~<y
z0on<OC*|>b$7@V_=y_Mq=3j*jVMN9yTthG@5+|oY!A5N?iy(%hjCS>g8;r`bmF@?o
z{XXDP5_F3unROsvBvzsx<HLkIn#~ndjAz{$f39G$f~M2X;_&NK0x%FUk`Q-XpooKe
zhO3{E*ms%nS^cUamjg^SuZ@s44DG%k+(3RbYx)iGMviZq=c$8vspV%_Ym)kx4(?IH
zDH*m%=2=D>jk=+)7KE_CV!Eo#;<35&2)NEa%h_EWS7()?ZIABcZF>+==-;SDPlZu|
z^GFNyDCmCA<_fzPOjk}rj^GsY2kZA)JURv(0IyGn5d@dX=Bv2Ijw3FIUOda9LKJWc
z^~SwrtvXW3#0@SJ)~P)wSpLy$M?n!GcS@RE`Q<<rrSk&ue*SNw_?q!}TW8^guA=cB
zQfRMgSgpYG9b0MPX{1%CGDPSCy!@?FY$mK=S)A71xC-#(deshc-jIWIC)c{aMMy@&
zR*-H+H1uGlD)vHTe}=0+%;&q=`8gy;|Db@wz~~?ca1~D?C~X_Jc?;K9HmU%j_JCd~
zRwWXLyh9z|<P#A~H8SshWk8NnUE?*?nn58e=;kCfgi5T2u7;Ndy0mzR5IP_4kt^=>
zM;dLiT(u7_AtH|Vl_0uf6sDw0jwf?RAsc`<Dz=*Lpl#xBUgSmFX5eOD{^1>Yx=1yf
z1L{q2?<(`WK7)8-FVI3XNE<=tuD~5eB=HZOk1@8b>*Ik*^KyouwXCOrr6^V2hRvs2
zeC_sr%ck@pT8pbN<G-oeU+|>v>wXn*zG3zxMgqgwu;<gB@rR<xuUZ8hj@0fkpNezQ
zV#Onp;kX6$t~<jTBl8RS0I>YEAAUQdg=pc$%&QIb#@&Y5rhrMmC9V<=pFR~@R&ZG{
zf=&!@Prd62yE$@=s?C+@jjx=fF_)DsTq3ZJyFL&kJMZZBm7&s!anJ3v>YJ?r<7u<2
zY`gWHDF!EKz)q|Tif3t-JncVWuJY~LeSN-8=Pa{UD$v0%eC4{mnPx5b?x&d<d;?&<
z1!3kP|4rUSAmvR(j_<WZ0p}^;$5+Ubd3Fz0&S2aiXiv>Nkm|~y&vxSDwb6~gvrI_V
z9JSg9Y1v?6pPv{<HljAdS!4=NdY~Y2g<wT^f}oY>2qIHeC?-U8Z$Gr&hv&E#gY?{+
z2@a4P8{PWl#fIF$UQtpXQe1Dgp`13UILrv%`S*5-wf@oT`%bjd4IOW*aj~I{Z&+9<
zEfzG(JtUNUQ}ax$X+NO4n{;hbq&P_q=0ChXb(1R*`{Op4a3iXk0Ylc$_EuPWe0^o7
z=AHeDzT#HTuv*3^t}&yRbiMTCZusZ-H3uPC>&cqD%ZC?Uh{#8y;!o&HvYG%*MGG4o
zwhv;k6~3J0sm4m<6xKwA3xdT7e~zDx1CIToUgcxG_NT0lBsmB@2HEtTj&Y6C<k?f@
z@GSZBwIG?L(qwB<H!AK0c$i47FgTQe&0a2&U{3o42C~Ch{q-r4!m?xBi0dME#@~0B
zRxw3gC=<363Jg)TD1XZpOx?qxe{}_yVQCJMCi#hcbhFPmv2cn}wia@h3lh&G`N4!{
z5oK`%(F4XYQM9-rRliBwyZ$?P=ugd&R2haq%Fr`qjyCeJ2|e4r9Dnp;1^z8bxFyHH
zXl5N*@+!VY5rcUNn0={tpxMJ?ZmvNR;4M+$Jpr`X=2iOvltZrLGG08qQdBS-VvaRr
zXQhOBp2v9A@IKQ1Ejn8ji|s=w^(g(6;|Y9`@O`F>160#wH>-`6?uZ!I?zm39cVrD~
zl2xidgnS&7nI)b6;j`!rQMJ$2r4S-bTVyWJ%|2P8ps#J`Tarx_om-8EI@D6O+BWBH
zz<~?>eI-hNZxYW&mmPiWE;qg%#sffCt~yg8GH(IOZO74l)KNk%MSm$4*;p<j$Sas6
zTCAN3OL<q@SaQ;*7m=hIkD(_pG2Wd10$4P7gCoQegt!Ft)Pg*PqAe*T1~#bW5$;&h
zyy^whk14Lgw&<82!4(j9VxoXcLz#^O*oWSEP+-eEip3{`r`<er#FwdC#`&D2OCl*x
z8^v9!G37_E@e~TZ+L^*%>jg{N1LatjMKKwpGCG;g7&TM2Y&q&s(OA?y2G<5WXK}5(
z4N**l@drk#1sD|v2arj3a=v_<AI#0d_8C>r1BZX$Fu1dE`-oCakzhzyYM-~=9i6?&
z8%2QG&mtv`fXS#NqHq{9tJm;_{$&@=bj1fm53{CIz)e8`oo{`<<^GBQ=wM_Mjq|`p
zR?4y?wJgdU&A3z0O&0CxZKYYkcBnsupZRsrT3av>9|zPB5q{1$OE5}e$gD`SNGG9X
zHKEH6#nmm)dAJjH2iSUezQsBwlh10Z+V_vn#Rgn>FoIB*%G=c*j!UmU{Y$5~pFSEK
zb>r|&nELy%w%Oq8&Zcp5)?Ck%x41$#Sa!aZ`kZCx8YZO^KR^beQebAq8HS0q94B1h
zILQ=lC9#xf9CQlIs^_NF#K$!X3ef6dU%4)NQo5^b=ldgjnND``TE109H16t2x#M1L
zWfJcqLXF?8G%x9t$F3MusOEuualnP82dl);8H&&+fB8%zwljSS?$}ugouAtklw#8_
zqi6|}W%dr?pmzx0CK_Oo6NR{D$vV7}!w0pu^Xg>1fpJ3Xz;LhAy5hc`)Ow#NcoiqZ
zfl|2(N0b-S|Hqa?4xP(cgEM5iYpgHSbDTS<(bJ1!ZJb2_5lx_U`Q+)>i`P(<Ocf0*
zdX65@ob!Ic<p<2cO6z`|r48>(xFT=V<}bQXV&bck!tiRl`wE~PeHHRk(d9q96r!Xh
zB3Pj*Yn=N9z}Y1>KuoriY!$tW!|`UOoJE?4e<5cgyql*$y3#;)RN}={-}~<^v7lW>
z<lX^Q{0o7RaGkV!4)C;ZShI_)KF;OPhiM)gX+MK!(0-GXkB|FP(g%(Zqs{2n&vQiy
z0{|EU1=R4yMBHx%@UrDBu-mZmILfM~ZD>$xV4HlKYvE14^JXGt4k?7R9zhpENRucv
z&23==0`l`?2*xX`=_WTLVDQG5!3$f(6YL2Krn!!03%1sKq55AMCt~*`8pc#9gVQ<H
zu4M?Gb0;$;vzD$H&KzAcA5i^hP=J)l7e+LNtL#xg#cy{M5A1!{cI#=gGI@>Sl8k6^
z;W|4@Y9x$5qN;~Yar^Yl8c#RguaBg3J_xR};)wa{{li!AOG(+KZAdJu?0UC<-6Ih6
z5{OhAh9JpkbCifjG470J+M+szw-9KFz6goCps=~m2K7o#%iZ7%d3*opr&I725?0Qp
zLy|E**3<k;7N|*uG&MRzo?BurJvqY`l#hx?RR0L?Oi{roY()%}SU=?TW}_Pp`e3*&
z?e)o(dq+x(JkQP4p&*IxY>`uyq{4P^@*SDNkJ>KE*}4kcy0xbK{9g2`$@T|2PD{)W
zTwcdmS)3w<0`aK>rDe47bX?I8pwgVaJ=MoHITEI~hg6e*_7=m<G8h$?^*$@T&E_db
ze@I9aoLd069W1>6lF+nlsw|j&yl^*Z>YPG}m)9G@#bP(@Z};<9Z7ufAUCpPlcpz_p
z&n@*N;(?h|8=YnIAsK}9cbw5GF6k!yT6^PiE!3q~(kRhpTnzLiWvrPkuVGx;_X8<l
zjtPkv8G^<ABzSeekHa8#3I%z?&`6S{oM~Wa`6w;u;Y;POY)&Q8cwXT4et)kU<B9H7
z8lMLv*N!&=v)D6rp?OmISO%InUHW|~^l|DU@e%)(c9yMcU)ahOZJV}pnlvC2=*TC@
zK$SGC5jO~1rQk^>7G0wkAyYm{pgra`3z}szBi>0ql!;CtD_=~j-#zs&dR(v9zJm3g
zZT3;Kr?fNREQ&>Qzs_xp${pwMOacaBEJTEO9GczQQW0k*YBM_m;zDH8?OC8T7^zg$
zw(avd5AAQL>1)I%_MAG_ittE7zsm`^Oxx$>;dDVEEW8Z$QF-w<udTZ};@6jR;bXof
zlQp8;UnfRFT@JmnN;Wu}xELl!imM!StY_@8`#dVJ#h@(dllu+^JRiG>76sfZjRx)O
zUY!VAm7~qg?|3&=tkh-)!IPB)#Bn-*#f-}QOz|)Q3wFt05*Y3SG2daie%82*?^;~e
zm}Q#29u;H~l$$V6Ht=dw_wpl2zXeU73<t%J6fQpP?t%%tQ|LYL_by8Bp)&xE3X}ip
zuIuGB&>o-mP5$gT*t*vMO7J`<8SH{_9XAVnK=&`{FVC?x&u>J$4o7s;^N^v&roIQj
zH`y-s0KUyJG^u18HP>GuX)N;08>dAhIq6Fz-T9v*;X&xYfcBQMIF4m5FVX=+G%<2Y
z3SJ6CU-NyG;D#<T0+%EE9mFT!w7H8ZsZ#GZ@a>v|go(xgc=kW^KMo&+jNx!?IeSYc
zWE-V+A-e4yW&WfDP~1)17uBpd<geX`YcQYQ7$td6h;rE<+4ca|nPGs><bHfbMpD)%
zzrt-sgiU0=1&+i(b<oTqwcntHI&W6f+Q&E;deamjt)sUn%@3}X$*OcP8_5ywV#B+>
zVF2GFWF^WmHzwH_Kw-P4mF|8wZ@N1cCwNGg7#oVkdbBeYuHdO8%6U5r7i+({Af=x{
z4zqrM*)nO$zRkBJ-@d<>>Q}fZ>7UtX&V;hY-dv(Z%=E+X^jm1)%+i<as*|9{kcE^e
zR!Q}*IqZo;)xDC?KDonA!cq&aNRK$nb*4~&q8|n~SPs&4?^Rjvg{Ir<C7Az0o~3iw
zz-i|%F&S^>eCtOV&|%wXe(N|fBuAT>Qo)Rqa%pS-HpRoJmB{GsXmEwMqhUK}sM3Mw
z@*Iha>sO8Q5(S~XzveFOSmfZw@ogJ*1SPGAe}c~Y`pb|sL_3nsv$uXTpFxW#SFm8Y
z<JeVOmbh}4Qt#r);7((tKFB$foR>Eu5j}!Y*4&E2FQX4<X?Yb7>2=&#c$w0wNZS<^
z@xPAEX8lYbd3_{5t#ERG{jzL~{9L{($*Y!&;HICJ1<9dpe6Si}e)4XnS;h@Crx;M~
zPp&ZcP}XlN)PGR6d+R%f{UjZKn_YclV6wXu=R66$dQR^^KF>D_i_EroW*Jj84jMGh
zHsDI9_$|{!xumfF8JTcGrd<pZm0gD~29|@>s(Kmt8ar2772uxrwXVPx0(S6KltbgS
zb~@F`=a)y(q_QQuiE(W!&$uG!oFOicNuWiJ`x|Ayf~LvRnKdLW@B=x&VhyK65`+%s
zEa+O6H&5ZZOaX)y9Cj8o$>a*B`B%-1Pq+M&fwhi_UAO`3EE3i*Q_aAn>Z5(<voNjW
z^l1<i_EzbIUh6M=I|SznMGP)bShGYN1o$M7pg9Aww}yk4NX~J*9RaQz@A@9DhQ0Er
zmar6nxrzdBfc*)yXg;*Vf=%r86~1xU0C&VBS8)ZSz40QpXk=c<i)CKqM3&q-KPDLm
zx*2x+#&)y0`uKb^_f0x_ZMKlX`?!01#;h9)PBG)QfgISJ{I9T*9Ef-Gr=XZ_ecN42
zl^cX3=eLV$8VAPcz-p6(xb-JeaRGR@Q?}t}Bu`taXqVAD(u;h<L3)u%UCG<yKBG_r
zL9^uFi7Q1+Ip*W1ll^Xdf100((=-xgYfe%PdyKCc%LH*S>qF@7W#va4PdoPYc@VjB
z-h@8ZYAp_mWUEx_@Zv@@var5hwbwjI>*s=%F?wCymj0*?5k4Q3im!rD)_`F>F1r_c
zWb_?fbLGd-?uzT>2bv=h9DUQNce8pq-lh$6it}fZM*Yq~Dfm3u`gKPq*#>GxuG2cP
zN@lxxhab5v8|oJxjYuJ!c6Eh^y?vCDJ3ED%=O*g!MjiSjQ(A%Ig!Gyxf_-4f45D!z
zWDc17BLi1vpJChBe9v@}KQi2O13dSUQ{&bdvffDi#&{oa%tRU_ES~o{98RYyE?~%w
zgfTpocIB@Et4tRrDTPJ1<3MbzCFunElFPmT$RC|F_mr1MpClTwYXSYc4&GA~cSL(2
z#5z{KCbvf4JSZNMR3V#;R<l~mXqyIi7}-#3B)(3UBiRB8^Sg<ffXw37=Y+K_fmxc<
z9=R}FVCvp8!=8qQSY#hw-)|mi9i#tqjxG`P#a%CeE-OBRD_a-<fJ$z-7Z<mo@3w{Y
z@t%aoDk#<;t)4VxIk6`+g>NUM`2_VyNFpfH;Drxt>wm0H-{B2nn|GD=HCAQ}<vYZB
z;0bvb@sidQPNM#SV2R_~Ix{gA-_)&5m2NfrD&`&E4bP;`MQ1iReol&Hkozq<%&$;H
zhLJqKED-7bDapSt1rp*^P#LS!(_sYccDes$H@R6k)aYYn^J79dEUR|$Z00OZ>23&V
znWG7*gx%KSe}i_>6$at~Co{Pw2J|?8mpzk%uoCDh=K6uMOSBrW{CZ_Xqc6u1NC^uH
zYcvJhE%aCD7;`641JP_tu)A&nml}3jqBLFmrC}v2b1aq}1>yRGX8c%r5_@2g#EM^C
z_5+nZ@AHytuz{?(mWkWaXt;dQliA?=;R@bhlr4|7ih;U2xHYCFt!EqhXyryj6P9ED
ziqW^P`C@{AfF!6zD<>#X&a;wtf>Sj;=1%YRc1!GzpsGx%J=++THc=;+t2u0;9a;_b
zeIcnE5lg*CS+Fr4z(>4C>J~=u!lr8`yHY^?l25Zh;iItO%c92)m%ov}eKtWO26R}D
z_=*P24WaEYDb{fOwkv`K?uuoE`Q^DndPZ^p;BI#)nXGzNM%R4dnk_R=%W>fx@AKz&
zRb9z4h)~H64}Sy$Ey_vcitLk*%PmgBM@lIlO21Jyhia?t!QnH`_xrX?E8~O*99<vk
zp2&qGeZ9CL_(e`-t0hL8!$>1=u8ww<f8T^bKUg_GLwoW*5cCI+b~ndGy{@4KggK|2
zdgpRnyyN<=?9Z=-??09CvZtwf7nHUoQyLeFjgk6}uQup~Ayyz!+wp$T8OjKjW7JSH
zsdC=2`gq(3{0?XzmM%$bu2Xrmu!D7E3!*AydT))<T)>hS`En0F1}S;PdCFLwv*j&%
zJ@Su5Gq1J$o*+KhUc2|NHc8cuM$q+aZ*clfj>$S4#bU~HBVptN>v5Zk(XHtJw^gZ-
zMj6T9@6Em9>=7SO=hk8G?t(kHok-RVdm$aP`YP3D%lI47O;Ll9+=br#=M3}5i=Tqs
z0A?Tf-2Q17FXbE<un;=u(KHQD>31x=dFbHvZ3PVc1gpcz(|4C)Al^8$?f#5H+F)1d
z^p_~Wn201*EIl`e3l<rMh7awC9IcdC@qxo5%Qw+k3_+yKmU$Iaq=2l&+@KKmfP{%&
z0^b=U>QRBKJV>X6e417s$nI%OTSsJ!n(yLoqXUaSG>m_yK^4-zQ#0>%va?i>XwQ}I
ztkSq~89&!h^z%E@^A_B+eFyDj#If-e9L^VmhZbI<e*9keeDG?8)_4)g7Yt1^Hc9Ny
zK!q<_y>C;<R?TD(TB4|(+5D=LXMml6chQWZ!F7X-i<8CX6pr+Dm-t45i~sa=-Sny0
zs+*dbi3U~}FOI8;snr_8EYt$h%yM|Ms$Pbep<}UgbBOgL;4?j4^M!+CZ^}*grpMz-
zE~QRRO0t_+TXTwGCH=9<nIFy?Ge|31O(YKT<5|60uQS$#r-5N)VbFeEf5zgWFY+YS
zU8m>nBVwe0qN`s77DLD(H|Cg|kAn&(D?x1D{q+*Pk2Z!xvemCyxX=NH?!{sI1vvqY
z&4hF(FX?4WZ*z!U$(NSgG<(XxJYQl%?|ouqBQmeyHBJj1EHQveRt8G1Dknp|9j)34
zlgRxrAE#3(+M0fIDw#_tm%frzFsWQ2A%&eKD8od-Gd!ilKlN0tTXFdEwhlshPY{2C
z5yJSR!>=}iDF#_#$@y%UtnkU5`B;{8_=c}C?Q_;kii%DQ7Hd$n!djc;-Iqk{KCts4
zX=PAjp*VrUOqgcJ3c@~LB|XtUmNRMR>mmK!n|tLf@23P5?sf49){3Gl_|b+t@}^D1
zrNRHNNF%UzynC_)m1O;^B6|aq;8n<piWP`m9|*JEsDCO!SJj7T#C(_Vv0CADomT5K
zSZ%j@XQs=ZzGv|3Yql~WEVNVFz2=<F1`r*JAQr%fr$6TRAwbIerE=ikeMfyJPiq`S
z{=tf2U=fQq^qa-Sb4^oe;<GC1&drM4J1!yd(P0a!GK8Mui2YrfD7cK_Iiv`;uL0wN
zTsvjR(V%pOK5QD^(Shvynj%PDi!$9P<C?+d`?q)G2zewt6P542eA3fzro|j8MO|$G
zo+pRX`c`5FZQYvNll4OEyq|WZB_hXaoFEst{;`Utu1vW0<AsB4QyED&;9VXH{Cu~u
zJp-wWxl*vgw}<ik9l1%Ni`*a-l`M5w;V{Y;SaxOd+?@7hPZL$`T2xkv>L1V@0mZgR
z61a>l|9N=uxDb<+Kc7sfF~`im^xR^!orbT#r3uo{UzyGam$B9QN6UP=r!(-dnCJ88
zH@+-KV#gqiogP{>25z(S_ee6$?z@rvXDj<!YW)niU#y|yPv&o=0jT3k8N5%dLf~6M
zCcKj@OF3<37p88Xix}3lcf!-xWf`bsr>DsggK(MB0lxDBPQ*hW8uN+s#Czx}1RZ)x
zFUG1#s8!>ID2j;F!+QC6q@@Xl=Rf#)m5*E5R-=yj_A%aaf_rOWyk3(lA}T7t^-s(%
z*D6FnH)nD#qaa5Mnp8g2+0=ceXxJI?FKaI3%tw(+?`&}g6R1Z#-DBib&=3f^#S773
zL!`qfuC*#o8|FmDeD#~LVcmq3P`{arzIYNCNKM`Hi^(XJRU_F^pY)?H@L{`1hEY`Y
z>5hI<5j^1z-2Yrd=tPhB7`ujbhks)ws!`9@BSXbyJj8nn{pGqZPt;k|^qr0Ot_c{4
z-@)|?@LvcICk)kD_<l4dfc_YoIFhnRe|5tTJQ+JK`a}%x)_W=6EQ3a~VJfR7bIbez
z&hG@zsHF|ZdPy5^Ylxu46I_{lFtSLCY(AXQN~6=D;eu>)bcD+JiuY6YzZ{&;{T|Gb
z?t7<<b@wXPPzLN22tlZ~M5V|utP^Lm;ks;j?Q}$wEhM)Jcl8%ME8)m|PP@B!4@{BZ
zY+ALN_3nh-erF#kHiK!BjM#n|_g1xN+H9?rP)L+s<z-C=W@n(kk61DE0Pxu!G4Ybj
ze_y(b>N>qcc(4jvxx=O!%1(v8jAfqjm8=Dr>&@yeuH#!-lkQr>2jxetH>`L!9)cB^
zbQ;{bmHEcjHLEBPm(ho5bqCHnu2TyjiJNNsBgW~EKy*jHsPYW$smD!iUiFMa;!Onj
zz&=bAJw}Khz)6m&<lpd7aj3H~$LI;BZ?bM>b&7x+N3}~5j^i#;RmgO;hAXJlkjZI`
z{tsjC)T9X)wpl)D+m*I$o0YbWO53(=+qP}nwr$TFG4V}INB2QT?34W)?zOIU$i}~c
zg^D(7*{apoAv$<t!z6r|#ti-xq|lgu2DzWv{r1s)E_B1W{82wRKkea3UHutmahgB6
zr*`+U#0pAS8;Y44BhEIO{ltL_7lBQRgDxI2jMy(taYZtLTn;-e+Mz`$E3k7mom^>x
z0u%f$!@ViZ2&*j?63+hgUz=`Vh|=3=wo(7dru>Pz1WdI`fX#|Mc}>Cbpd3&_zECMz
zeR*$7Y7kqDQCf*8NdHFvulaUXPX;NBRq$>W@+~uw&C!s)g2(~0J5rD~>;m3-@y{|X
zvx)oMCsD6Hdht?3^(gDjT}0waGEXHR81+b?I8~r$3>g>IscdUphShg-zfR|Jg5|;Y
zHfCp*g?Dt7tn8^1!+z$^gL75zkh?$4(6nGy1r`n}u(J;3W{OI6FmW5twQS+N$Bt&N
z{DIR*Cvio>RLY=8j7wB-Rvm;wL=TxmkH^&pJ3D8PlD!erlE-f2?P!-rUH?6tB5w$4
z#wtyqsX?oHSL7UbSOU79Y)#aOcg~X2<tr!uN?R+h*cPG0DFri^E>I_&?}y7uJvz`-
zw*6Ndbu`p|oCy~CKE1X`5@u~BtBg~cQ?U8p{rRzn_kXW+*rs*jQ1<w_^_$bK6PM_-
z4ZHe76{ge7i+Fbfh0Y<xn2qTlu(lARb2IUL6e9y!Uh}<&5uGPkE-zB`RH?f%n~%8!
z-~V{;*Rfnvz`<KuyBdOT2F*n^^kne36KPyxBFpIs%&uJuljapRr7{TmE@aj=cMi#`
zWDK+L$)<s0Lw*iuUo{?2@ais+0;-zZjW3F|!?X_G3qj-|(1cek<5niW*2mZC%w7*j
zX*Q8?(2b|Yg<yYlA9bo*Ijn7SiV%Z?Rlyu-VL!P@B~l3GrbBaYd__vBE_`eGvco1#
zFlm{5wxH+ggdV<yDvwG*CY{>wX~f8RX|DOqnjDXUf=H^8ao`dRI*KmG#UI587`)eX
zY?MQ$7@kB-*k<cv?N|xwmU-C!tsd-#iEp}0z8f&gtZrt%WH_B=(W#yZ4<ut7djXO!
zLv|blEYM$`q7?Ea@cRW(Y)CR+RC4tdmX}*Y;Z_l9=PaWpyIBnuXT)UXCK|MnHa+p7
zj6HNqXCji+tUe?HSTL!1jx{VE?RJ}p^|rizbQk(e(o^NKjqUa8z5nb<6^AyJ$5@yG
zrv+~Zhd!!F@grn1AUYK*R6C6^u8@>Wc^fhJwv*yRRY2-!y4Q|G<k*aQ>2)k=%IzG-
zRbtdKW>aOHv3n5O)UJk@E;gI4pRjS^W_nSWyV|B14E6ik7cKQt@x<A2;)6M)_8(%8
z=W<u$7w%BBA?n}3#VepqgG~JSqAATr@iDul<bB`X1W;Sk&i}g523%cpgA4ND6cbFu
zkz5?lj*jyAtbHpGo97@ggb#t=RN!t18nWbMYBVHFe{>Djd&lC21D{7Xe38o?dLG%{
ztwHGh6~(<F;e4@hy7pl@UVX^ETwjYLD@&`ae2dWe-g$3|wNbRr>j{|fiDQ1Lep|^r
zu9ipOTuEs$rC7$_Psje3C$WqkJ^IOz86=<xIr&+*UoU!IHiCtZ{?I&VPkx{T@)J`|
z)@C%uAaGFZJLhf3iv!FQF%V=5DRi#ve-VEiMy5Doy#|JU%(BR6jJM7x_`0uPK4N#K
zf=y^qmIcGYqO}hQqC+AHdw^OvI8=<BrR0p4eW02|wJ#7Z_oSwt)p0&T78soWE1$PA
z_^VYhwqPl9TFN6NFC4$+Rj=n{uGWeFfNd+h8%Wr*^;1jC)d4r#w2SJ&f$YWd&12m9
z5wgLrt>k+@jBq@3o~cuSq!Lb_!AY&ADbnN!C-4kQKz~PZC3kB6A?*Wl+`7vlCBz}C
zqCw0s9dmfBGa!RXDa`s8K}lG|K3q1Rf`{Gqq3)uJ=#B`6x`PSRzk!pJIM8_AScF-d
z9Y+y&4?OImxDB7bL-{58Ss=xC5K;-JuHk}R?!gEO9>~uqeDA*~`h$M$DB4A&P(?$~
z=K@&uT;j2JM6a74|1!b8S+zQH-^ScUM-b$CqC+(O19l75^Fq0S4)GrppWo~-v*y|^
z)VIZg%U1~<mp*;5pJU1vmC);THbLwX^4$tVc>p@JlcRi3?RL$M#%^})e(L8e%mw~f
zo2rtJ1hSXpwA4(ElJqik@!oXFUH51o@x&EW8-C=$a6>%|>?}h3x{U@oeGxfo*lHB9
zy9AQ23jKvq-_)ml5rRx9DsZY`VV1L$%S)(!PAy)-pO~LE<Qvx(wQk^y((!z9J~I2W
zjZWBxG}Fvb{7?RzP4B9K$R6ukiSgl!5;ya~+5n6W5AHr!Dc)jo(=o1<(L%8)xf<no
zxLN5m_s<lBN-?wZr>Ch^UiS==I)R#7DzDg2tE=u3Oy2IOE;ps}k_^KdjBp^WmK_ep
z@fX2fDNCOkifF2ffpnmtV3eJ)AazU90!SNiyWKsC?f}rKKc>7^)VZNup&YBtRab6k
znQ#wOoM_fX;gR8?ZMGZd><&obH7?|v09Y+4r)+f|3Cv6(>@1hc&=sL%8AayOS^7M)
zX^0^$`F>$~ixwJtK+Qh_g;IkZGov^B^&o#pn|T%+oY!SC;Tuy=0j+}X7*yZYh5LmQ
z)<(gmw8Nf0<KfZ*3-mbaeBCCXQFhS$-1rX20b;ghU5oQs-Phw;plYV$aw=tD$w=Kf
zQ=u<Rf-&LGR{40ZNw84H5o-7R!9S+S52CIM7n=LHPslOsqZ=U#^$%a*A7|Nk5gKXJ
zA3jNO^syUO201~Lo0P-_LSl@u3ii(mBhiQM$%zZbbPU4tm;ScS%^03r{{bQaw8EjG
zS+!?bjTQSjVvstbYnLVCvmLF-E)Hl`Psk&8Z1#R2?+?!_FS76FVH`LCXCv2Ub+)pO
z;F&YgqG-xWURogF70FwMeZHeL#3OE%*HfPaOfaP9pe_sM>66B_3&kbl;a_h#>DYT`
za!5V><^2K>wqC<AWl0=SnT9ahpM6%PT=AN{8rLW38+jpE&PS>%?CyFXC`rnj7F1~o
zZ3GLx2Tw8!$>_}tyT17@w6a_r$_T;36Nw=2pu6p9RZ(EGN)|V39Yj}JlF&;<#Z6lm
z2QJ|%5>L%2DHT*BK4Q=@^J|^0Gs{ruP7HK7W)F0tVI_^a6MQM|M_!@!64cF>tV(5!
z%~*800s|CD^t(cVYd&0PX=LPc^YQ9j`)pQI^g_<!{lt#qys(gG=voVthtMiYuhi(a
zCx8)`UTM>N224%0y!<Pk9Cm(bq!xIGNR8pf;iG-Dod;SqpiR1eQYX*dm|}O$Zu)Sj
zukct^<wm^-&SdYav>WM^xgT#{cmm5GjFGeFTP;{bm6Ac!r0!F6(|6GmxIJM=mS*kJ
zO2@<?3XxOP;KGpW-0fDzE-C-4=xmfW3LZRfOBm)K%ciPsBaP$a<S9qEn`l!!f*J|C
zWjMY};#0E7XfFgKX+j-p)d~14VlSd5n(dbFJ9?m#lFJW!gQ(&0os;4vtvd-%;RrtY
z9Xym$|4;1u{~p5pk9}ukX8s@8{Xh1dk%{B~L*f4y_MM59mF@qQegAJK9#wORO`3XJ
zg4v1LDKg24J>Ur-JcTHn>J;kKx}a0w6e`6IDG`{oaLm5rxm)@A{oCAQTaP}~c*yy=
zZg$HIBc=&wElWvV1||Uy?Qj2JXCDb{tlZoj479c7rM<P)g&7sarJn|JhR+OMh&MKj
z1{)mqgG6u$%oN&h-EhL-mPLgMEbrh5xVr;#0~K`-5@~M->e|{O`bB|sMgkkl=nSj|
zRA>W8DL{`R`YAx19~^)-*9P`Rzh=b&k)+gq;vynphqX?ANyKAdR_5?PWf_B3f-!d}
zw9~kN4f($ekSEXh(CGGBm{XFdkWY7adrYoQ#{nH{5_Jv$o<0UGKlCxQqXYN`;4frY
zd1hD8@9HR+K%_h)7?<zO8o1^V_q0wwfL$QS8ZxMTuvwd6l>i;!Z69DQissjW0{P%t
zH?a$Z<LB!EvbTTmo_dper6;04rZ;|)k|Hlo?ihxFX$VpW&g}=daG=s=ki&%N!!dlO
zp4;k2gPvt~WryHS)9M5Hso26HATNeu2!;6)&#5eiS%W&6IEHq4BSm_P1m8J6MWn_m
zD<p;lb{u|F$)#BXGlsJ5#JIc7Yz`IRCE)u7STYPve568Bvy<o1fnHsKD<*xDgW3$d
zSvLap1Aw=-wg$F%0CCKKBXe_@FVWh=W6+Pu_f)K!zS&Wz3(&fdNWi;)wcs5;CST3T
z4FO<k81CrwvGlMPGB6ZEAFL$^h(>@-A9BRjr47sYn>|FY2WAaLe+Vv@7Z31So9oNp
z9Tc02hI+8~%>7mS8T?m8NtIduSL?o)&)mF>yf0Kq9?&;V-3Pa~kA4IO3H1Q@`uSUE
z0RK}8d$ZdffoMq~aCB?2Z~c)QvHgn$NbyYxM7z_YW2Nx25Co*`3foN4_E|&y4nO|#
zT=*7${mQ)2r~Gcl{oV!~ZQ<bjI5d78|Ngd3<MzYr{(|;}uE2ro0aPfw;0S)XmGPfm
z7b*g(`fOr;H!C5TL+Jxhheq~y*#dNq`*H}V;TWbCUT)3bH)}pECvo}^<G`2DzAiO@
z>>lhKf9dhPnrW{0<wB{wNPZps_c9-MiF1W%@>P3PqtpZt^=}RgZ-Rk(jX973Z+CsJ
z^Uz1{tB4?e+K3deIlz9Ck09#8It)JBWqF8RHa_V;VgrD@t6qsP2td;Be|zr&!MkDj
z0OgNpP=LVkt^^`L`8|4%yzEDe2$1*DE0Kl`SbB?o0|;F2Le7+bV)t`C|A-RV$v*Bv
z>NXGCg7Wu2=nWy%qWr*f{>1z&o8&FyBi0~4(Fd_3y}hFSV)wz60ys6(J2!sfL2W~x
zZ%N$tSM*=`)qUFYZRmVS`h=~1{Oo4<&-XO@eFfZ*Tzm!E_(J&!wDS&a$3Rj+-o2T+
zm=WKOzV<^e1AlHHc(6Y3*}IfWcWpS*QNCb+4gd{5+rU0KzEyO;=dk=;(&TT@!oO!^
z2-<7-4eomb+P)aCF#cPDzDY0$uEG3HzlsBsuFh|AmF|0`UwkM(0RV#*x;%alIC`uT
zpl@QJnf(`tAlKRN*v%jmw{Jd#n<w!0uk7#K;RYv1f0&T(=coSG8{a!UJ!676@-bv1
z19S^YbVD`#1s4@+(f$7RXDDmuZephXI({L*2utd%QRM@LlFx$1##BXw6N`*d4~>=K
zN@~FM*+pZiy{pS!s&X(7=D_0*+&Rij!2TuvHXDHjHAVY$n!M%__|Lti43#!BF)H!N
zf80Z-d_G=J_QmzVC;VzQ1`z~6yl)eRXG0lUy-L|;6iBg&kam#EYG@9VKBjM&Vp~RB
z!SxD{@(+$H<u<yo%XPB>YARzx15*<3T<*wgw|sl6SRGYVT-2CWIGZbreO%O=bBkgm
zHE?26U$C@>kcj)LHjC78*5u!6466=5^Lu!uK#1{s3|pbC4R53}?!fb{zb%P{Dc_A9
z%5tP$9LIOyuQj;{&RBEa5~iQ;(qR3f^%c@{X)OawvV)2d5|(9_*6f)T&ekL=ZVq43
z2bV-lK};sqAM!lb<jYy7z~0D@$JqK^<N8;!8}PoLG^-JBd|gMIFe@3cIOtc_2vy^%
zur_n$hlG=fZ4)byqx5-%8LkJ}B1_rRYfUzMRW&p|LZLeRx?6JFb|pc4uFbmccFke4
zVV^#0rS=I{u^hts@&&T(97VaMLqwFC-)(_<g$yE`>nl?9_U}G0tjn&fkAsur2koqu
z*NZ|2OA05!<?OD~ry;8eVNUKM?4$vT*hRa&D_(`lbNSO~Z#hn7FI+3b!$}Vpb61T=
zH)`H8`C+5eJt1gJNuA3B5pevf)h>D8u4lk}-iq$JwVqE3?YO`WjR@~h@?+Fsf-*a%
z!#3N=7x~s*B)Ci_wPoTISQ5lc2_Z?wFO4+8N*65Xj(<yE4A@%MNjS$ZLb1P6p7<=T
zjX|M-k3W^6z;GOlzu^s=Y^At%&J+;s{(N}BYxI(6nnQ^utI)HN<yI|~V&9h)-ikTO
zh)0gn3qtBZnMCc<ZWJTTWu|;@{NT=elLYX#Vi}Bu1^4#z>mL~?u6+r0#r<=UDq^9g
zNn~}tdlAau6kG~_JvCYGd1{5C)Y&FKgdP0>jog{co*@UOOy8xSxSq*_zR52K+i7N|
z?`L~9Tc<5{so3DoRZ_31G4Gzx*o<bE$Kz%-&F!9L2{2ZAhFlbKKDLI!Vt#U$Bwja_
z!Qn}^aNK4fYr_l%(BRk`X%}*NSZ5Mp7~f2=??h5^C6km^O~8>H&XWF(vx}L$sTd=d
zBNk$CP@Uu>A+b@YQcbP$*`G`sji(-OGThoVNA9vG#jC5Wt`fMV16`~dBE{nCU1E7M
zQQm51jB9TpgT!N{wLAe2POgnxQhIO^z-rqVtzerh?<D{@$B1!h@6tNDxKVOdzB3Sv
zU#rE7z0xXJ$l}<c#<Z{$Ht*$jFIp!{35hNnvynGR|Cz2j3>LbQ2%b15ZIvOj>(K|8
zN%lOQ@np}t^OkTS(CB5f;<@!wV+?pPO?n~$F&*_nab5$A${IJ**J)YWZjI9Qv^|Hu
z+-_%H(lLk0Abq9q*7g$ox$|2mpQ&6?w3&uGjJF$_V2S8TJ7lVo<%T5oFr)8OPhBLe
zZFuBri@2I0AI!^G(e-<hkgE9}saVMz{OmaS;4wX31EnBmJ;Bq1Z(3UB07rW{ffUZ4
zb#2B*1SNMY*51smmi8HtKow+tZ|CWm)RA-5yG0LSj}EolYT(;E4(KQu8$(mXfn>)O
ztb95FqA;1ZmSx$)HOjZflrL4FvbiWXde}Y6)<kPD$RO1ez5}ianEOfsXiAXSrL6m-
z>sGlT=(3eASG*H$y;}dMdv>p?<QB4u-tYQ*J-`}<2-&L&)iZF7#$A~w=T|I_$+3om
zeH~M}855n2{p>bOt4EY(_!f<&WJ>O--lK3Nxwp<ly7V&CR*K>PG-d%BfuvabQ|bDC
zB?v`(G7=z>CrYA~*vM{kmrDy!dbvUPcxxeZ@eQrgF_UKv)Bh$|j668Znq0u`y=_MF
z8MX*<^QxlAJK77#*2d{ogc3QJQ;ATOGx3Q-(XrY?_3v3%H#ebiv8CT(=F$z!P3{Lp
z?D4O6T6NpmlsKPHc)MGlno`1|NLCz(fAlL*xjkN2%AzMI()d6iq*yq0!-@ElvkfXU
zzl=l1mV!__JDK9U1h!UQ3wO~y?ob-XR$iF6;VKYi^jPCJpY{dClW+xoy%M0}Z=p!7
zD5D%Kw}OKB9~eJImDe;oxizjHO~`S&NfG3%P8K%cw}WoPohEOTKLN=D7YLD9h9SuU
zjJ=0Ox$JxI2U?{QC-`J%Uhp}k>Xn<<lqwiW>3Fo;jwesVXs0Gg3-c^>kj__WNqdga
zVO{D9QGfdhcBwNX{2I10Gcip@q_54$ycCbxzqoUn?=4)B)8P8<<QDiq%rW%Au6e1q
z(}P_Z9j9nk`!}_Lh~xm|6s}imZj|pa1je*PpO?B^?$QA<gfATAuBFU*6HTR0S}jI|
z8#c)7&lM(XsscO<V!|Pb@DP7yb3&uc0{X|nKC%6p(gCjTNzwIx2~Z-dR>(^r_5N#~
zd*DzHsg0*F!C~qI;nz3?2Dc1!^OmHintcXub{)F(qC-!<(BxRxhxfQ|Vaif4$NjiW
z;j}geD*qcXt)mO4`tz+EpclJSz?bC;l-e*k1uy2C!=g-G0lOxV!&AbvLfiluqb{aI
z7+klT8h5tAS(AUbugWt>m$n5j8WYZP!oqCEnR%NTeZMKo?`dN5v9qHNE;yzqmcWym
zdONtf&P8Ab91Unh5N6C^4VHt}9iLC+4v7Z6iq#<+lzX$(nN0#$%y%M9ILa}SMbKFz
z-X28g-pzGxi9<o+q>fu<VYT9whRMy?-J_<-<YRukmTn%b6H}hR!D9hU7$TSoj#;tw
zZeL_pmC7mUp}XE)@wEBdz-w<tZLfbtgHLbCZ-!3)Fy&>aBNvwTf@|~U1*1f1Ono3t
zq?YAe643B)g6rQ`T;35Ni#;CZatG}&@@+w+RD;dS4MR+CA7?&?HoY(3V~n4}qH+7L
zp<>xCKQT>%CK#NJP-9+Mf9l>xx!YTCxZ$xhYfuvov~g?Adn!jHOr3CoowczrmmF@h
zd5_EmR>}+V@!O*1czxv5-Z}<AkFpF!`{TOHQn8Ice_~>>?e4=o3;e9BfxUo;!G0^6
zj^IGOA2XZ%*}|d@dH|KPhA&MwYRCu&RG{->KEwuFo6}PUR)3nb$gGYVIG}wv%$7<T
z#3JG*kz;|eL|~FF&R9Gi!R$b4z|b&P!SYH^WaLzYrvEnz;$#YL^9CaQ#Vo_9A|(Y?
zN1Tv`3zUO^H4FCrOx1+WC8pNWmKiua+Vfw$Mk_K?7W^RD?q&sQcuWwNVHENA6OOl~
zH)zE1)uClsY#Pq?sYsUw>>SE3>fnQW6;1h{`*_3g^+tN>j>qZe8mC$y$t@hc53)mf
z0U2BMc^}nSY-YWiYgMEtrG+lrzAikc&HcasoM;$yni!lZ1tps3lYd4kuQF8b^=aWu
zzv5;T!M8o}Hdh}EwV5zV&+cKsz8j1vk=Rm@&{UzbSx#2JJj4VTjC=8KPc`NW6AQ{J
zE7R!xdBr*04rm$8AJMT^LXkL?Q6bA+aLhZKz5PvxkQTcUss?RM=fR9yvfjN4h{=}%
z{jHZwh$!eaj|In%z{q$Hln%2^dFrkHn@+-c)r+N8o)Q%WC7=IJlA!3(w_&skuW2@H
z@g=Dy=4WJLf6fapi})kL1Qa3WMB|4N^~&bR&f5p!gly_mh5zYL%_pmM&9E!tD9z+a
z68%Q$A>qj%3@62oYl;A)X~V80-Om+1AG)D*!~C((NU&VckOb)bOgpm>40!x-kHq@;
zvv!!@ncOUQrh}8qzrjj~>2>lq9B*}+W|ur~*6Q`TO)S|Y{@?GETj0(TjDWIC4Sb85
zM7@VCA!lk;58oc1F9i(-MGIx;p&k(`94p9#ZT9tu#%7h2wd?agB$aolNC}B8xIjf$
z_gnZt!yYaZpWQ+TC;dzC1-ApP+3E|?VUVxvqwQSR$w&k7s4WQko~f?6>UBm|;`0pc
z6xdLXgKa%YYx!mgEH9fV>UR6=yKYrFA_T)cvgwQY8oCJGBBb-oGQNqXHrW%$zr4YU
zw!?d=VGX@0dHF1p@sE16uYYuE_nv19UkIzr37NBLWMux;VYDw?$Y`j+2>g)sgmjgd
zT+lHN68t`bA`r6cuOLBOJbmXms>Q3$sut!jRSw<QxhDy+NAVRh2m%fA6Ot_-7&EO&
z>59ajDGuLEzrD2yC%;X`uGKqLH$C4BEvq7;JHzkb_+)L**vP(f^nR=ir_GW#%}9Ed
z3pza#USr1_PL9520vkKG$Xs*DfLRbC^VXM&W9;WENzr@fP3JOfr7xUaV7XA;r+&Qc
zUbZoHe_c7!mt*$_3mN*u|6`Kcvr=SwMyRYNzMjMMEMH0BOb$z6vWiB_R7In5HF+Gn
zGGx#J;ow+-oG<zM$Xg}yb2H|RruaxcIfsuPjNS245dhLyq%;37fBh%(Xxc6S)}$q+
zu21(J9Jb#?ZXKf{d9V?cUm24BFLg^x_{yl(r~e32q|gC5Hg<Hfla61x&H?I3Pm7UC
z+!Nm=DK#5U4GxJ9SIE*+GtaL6quqo=BQUgYf6$K<92j5AWMLF0y&&`hTXU>+kmnla
zM$@+ADO8ih=4-RYY4+@w0*IO{;QpqA#gZqVgBZWntr>HvO$TZ{v2(<H%=RW~BHr#E
zU5{pkNX7Xfg*3;mhXVz0j+23!(m26>(Skx>$g`Y}>s=>GasK39E!#7+I;fBJx?Oz`
zdRoySa!a0?5;jTDbeX!Wxk6sS#l!~xe2gHp0|46otnmrj5prG+)K&yK60?kK4iBL!
z75C$%3H|o;8LB{O)Lymnj4!j*V?TSa;#(Q}7Vx2iY`;-?Q5_rNcIuzyid}YNh3s&$
zy=s*A82CMVPhT4_j??MZ{rY)UObos$&6PbjIvaNlJr!koZZ9sYzqozB(B|At&%>u6
z`iVOeNL8Cr!is8LHZ3xQq~(;z4%1yGn-IjmRZ3uBwC`If5ScH>+3K7p933bK;Wd4K
zw^Kv#+8z;X9w)FoquY0N+Al%+H`IxvJNtL9P$a+Py)W3k*B8`odSkzSyT-$9<se{g
zRmht&spP*rN!wZ-;Rv5W7V8HG^SBS7Rj2`jI%ZeU1Wd_v+WSPqVi7G(nLfJ#0>9(V
zd-b}?MF~{l<a#F=)CT6Anv84;=c+Qvb$tfz#!MqPXrUlD>YRUd2ygn?_mAqlSFUAb
zJ-aw#Pg7%tbRT==?W*P-9n&A_=mGl=Xjd>0cFHi|2W1L?`|%qo5WNC(RD8OiP{?fq
z1`CV4LfuvHNI+CBw;Gf?jo;EDXZ&0GMqt%`W7UG(Y)+t-;S9?*drLIbsEFm6F<N@L
zqQr%kKC+(Dhhk^XGf^xDwu*nqrHqFym;y@+t|N+i?0x8B_Z+Tg_0ly2%JW}{BI6$G
zIfYJzFB|ON3!jlsJ_F9!y~Afn$YX50iO@W@Fib4f4)Yel_!-I!sZiAIWJW6p{^ujX
zelsc5#{y4syuLgH*nSH=Oz;2!bc(J6BmXIm?p#Nh0sNW9nE@J{fA!1gZ|IATE5p?*
zgY+-TR-Km4=GRr>mfYZAz};6uO%Lj0Rl|8RY%AoAx&ToO1*65AkDpo1GlH4dl_|8C
zOag4=kRLQTfl?dar959*Ze0p{Ul+~RR!{GOkV#rThlJwbPg)y4mOnRE)XW}0JNX_t
z=Gf$dzn=uD^)6u7)7NmKe+Wx5ypDocrbVIDT2fj30(mWU2f^&td&-bJD5^`k0}r(K
z5oKFKpHmE6d;Z`%R9$C^>?(4OVBAJgxK{~B=j`c^rAm|gdT)G`2=s)wN1}U;RyseO
zIDjfpadVleW#>8b^P2a*E*unBac!?*#M2PYlPD?A-ACg67FL&P339K^7at5YP083I
zYLqIbKEXxOn`&&icrBG)zL!Q{fNzy!408w8Pxdy8|8~*QzmeRQB5ucIQHp&5(@PH1
zPmWk&U^q+iqQ$;`j=@k7YGGl@RQ1ld_;BKJo5sG)nVGl$b12vBVRL9@^L=VpZE&xS
z%?DvzJ^pVuPv>fF$#iD}N4C@Lh?4NZASUq{nPuWP>(j;ye1J}FYo{pC#ft#*S9;pU
zfhl5r0n@B&$u!0G!Jg!H@abbSMS~MM@VHT%yB|+n@AY-UoJeFbuoamedsOP~8hBvI
z{*=6s^O3LokmKs91nEDC0Go^}C${H?nqvlop?J}inDD9>1{Ud)%<OlZW|^No-%V1!
z(x_`%DG^6XJZ|MQ36uYVdkcc*^`-x3eAUPMq7th7Z-0`-jzxk*BsLB{uQ2WeX4x5;
zUP5P-cu}e9QIgp7aj!^{;embETJ6Xpp17%+UVVc541Au?<Y?PJ^4(TGD7SA^Ap3C#
zioanfm1hc{hcNkFnI&`n=!v=eM}N<fIcs~n9$21Mt8v#G7m5Fwdv+|ZwPqTn9q~k`
zToJ!*2v52j@b`3NnG+B*-$;gEdL8c+PtgttPiCygwCX^8oNiw<7SnBUmR?^iBxpT&
z;X9=Z8VkGPzjVjOl;-6nWB$SQ>@ujNz^_J;*tafjH-@_&_wtLHb&^?M+RwJ%vvlbF
zTYt3oYLNApKirVdX2R@dB(xl~$7n{YVS-i`Xor0kVcDT6jfR0TJ{N9Sh#mai#foQX
zTDXhSD#sU@pxQb~kzwI=u*--l?pd^@xmd?&?@@?bg`#GAXxv-TP_}M{`A<xVoLvUR
zZ?s&0(D6K*uJnIo!xBFxSZPqCoR}_2p!#c&l7X0j+e(@p+FJ`1GTc-JB}!mfKFLMT
zsy1Qe1L`l!&U5xNL`oToOF)@ggYfMEiQMJ@uiR^5-0A(?+RN;F*!`I4a$&P*IvQ5b
z!WHy0ulxB}UV1Y_wg8zyEX~dtt@Sva=GRM)K%SyC@-au&**F*mf3#?^7ZgZN1$?kD
zTW7~Ae6aR#e&DTln`jQ`h=<rOXJ}4=WwTN(u0QprBe#hJpfkB$K!_V3-cpM<5azi{
z*UGrLz+z8hCG({`XtY>yyOFvWwC+3g4B)xMS2(D?^hU7FF;?RQWlLSQx?PuwfA+l~
za=6I1hbmYR3XKqwj3R0N$S4%*ydd^=IdVm!?01kNJsvRi8(pyd(P~6=czV@f4t_1E
zH+|`rI9^j7P@w!&8c)F2s8=6iaI71RVWS`mbW$(<7?xSfzikq3@#l<Il6GHi)o(&F
z=S=nE;lwUDZ++tFC@B8HzQR&NIpvaE@e-n>mW8dwsbxl98UaP>I$q}^C2-dYtF($<
zD)Ol|hR8@>Q6V+|xC<HU%7Z8v3$zNu{A0afiD?D;_cY-v66Hu>6^{B@)?48QZ1chd
z99(yM7Qw=pNlw8mC*m=?GC3Q5A5GMecjs-RyzE$b6MV-tr5)c;%2j_1qQyB+d>Sa>
zhPSwZUgvNXgtP<x)8fufa@+9R%0lySQ>}-So(OK3u!@$6<0Islh0^PRrZq5TpMpw5
z{h+|rB|Ll)YzILDctE^Q8^Y?0$W{SZl*}b6KIO2Lqz~r>=NdiDSj`fgpDJV>*>l!U
zF)SHL0-8{#DDbe-G`-v76x>N1VQeinURTai1@9%+S1E!ds_H|3pr0&GZ`w?N(qB7X
z>y$=HS4qNITou`29hbA|cjfMKx~JK^MF3fhvudr-bmyJ5{*V0%_;x>>f<cB+7KiK3
zB8Vg1zuO1SZDXBp)SH|yL7mC}F47bOIg5T*ZD<k6p38*yM!iQD>@EcDA)~w-o=!9a
z4^^h)I<z*3O=3rZ+YSe5r$lYv*SGNt$GX0xQqR39Cz^IoNDV%cJ0-XG%LF^C1o?v^
zgY33DkWcs01Pb-l-&3S=x<r1Xk)(?m>Re6q7;-nbca2-Zv|LglN6zqrI8-N{C$m<(
z?!t%L;T-su3QZui9JpBSi-pAipb=r@5dlHeAu9`s%p7HsZDoO*X;T6F?H#e<^d98U
zfEuN}(oJ_E)?2rZ=|7t239{3*C3-z+)hxXyIf@58zG73}K6XoCXEk|G0xEUI`OVCT
zT`iJArGn2*;Nm{@SC^ork+#fB9GS<1Evc4mTP5c2Uxo4gUwI2rm?TN(m*$Szi;Efr
zoJ=l}yW5u^xFSe?!B6{c2;%LtcZ?%gQ^y*u7Weiam8;o&Pl$W*YMByWjR7RU7g_RD
zF%;WDpju*ecL_~7w*k2EKpgcT)9xveKu_%neUn1kn^xc&iRP|jWbL%_BjQSG2=k^n
z0%s;!1<h<TF3?h78oZ^Q(TA049ENRwQA+-jqKzy!((pXIIcUqlFRkA*RxXhlEj*fS
z4BYM(I@yTJ*GO!Cyhz+_+A@8{b?vgvdpGbFwQKoFQ4s7`kzG`wx=H)UU77on){Wl$
z+AMcB<vO3Jnh<vDvmoy;4~Nlw*MluqiU&t?AOX|aMo4l(lCYFCvM#h;g!I=&@a39e
zxGeB;JP(<+>^4mpIL`oQ3T^;FBr{tZqzex-B{m(fiIwb1e@<Q{TOYC_hD-GFwxX1E
zW@IqiNv~^cpF=r@3%ZnP(X&a*<>h?!Uxw?=(EQP~Fk4(y;v*EX_oa*VA&h*a{qKGZ
z(K^4BL|hMsMm{2AwgUgqj(RLr!^sx!74h)NdKhKbo=}5#zhdX}7jx$br&B{5a)6BG
ztfB<DF$G(5m$B3!)ho(sN*v3#iO*#91NN0_+NfYXqRJ(f?>w|OW`0sz?bSMPGvuyE
z!|_$*`i+NsL5fc;{PHc6(n#(8?%Vor)^g*hya6sNPKevDxVMyPOKR*qEf3GAs7fkp
z&u~N5+)1MYZ-o~BPd=#;iI7UGp9UK(fhGArYF9QeT1Q{0#=XVOsydhOT;k%yb%_(T
zhN|IXNQNBo+^VrMDUoj^e~0Oox0J&B0eDoC`NNp2+4p<p+brL`DIU~+k<8s*n-&vH
zRt9_|MzRO6;0sc9wpE^Bib-!9zW*&9%b6lI>=V9QEVa6gphsq(fpMKwrvX@F`r{f~
zB4q>aUqIdHMpLe+&B;!TtVR#)xZh9R-H+#A7Fx<5XE*h#i&mv#)9#9V8JYD4J`5Zl
zOJt0g==gX?WsZi^?4*VZbNe0Ef|TLK4--kzDJL&W1IP_1@xN7Qb2<~mrOO+*%N8TH
zk}ticHkMROQg&d5m6JHSum3y3Ju0a*8JXC?flL4@3N=M03v!|fi-pgUHGP{_Skh}>
z?&<<)+3Mx@gzLrbfO|cGKuk$+g5}#J=hE-pl_PgO`Q-<8<Bzk-jUN~BknMo?7ln74
zA%uZ48+p9t(_CIl8nOz*_7;w>GDL-bIz`^G+E$FiBkSR8^a%cNX|`fA23ogmQKg3+
z^K>JonAF{?AehlztvB*1n^<(@Ks`2<Y465oy9QIJM>a@e;#dIw+wLdl6pf7^&z)TU
zSI-)}5HwH`(JgDY1-n%7nNXb5EdzSM6ggv3jY5g<BjCYA^5zl?^&)I4S&4KhnBWHt
zQfN6Z*Dym(UdE^(`G~%WO4#56auF*yf2P3F8D(LoFTC%)z`zu=CGS-#aqmIq;qTBO
zf{wfU5g)u@!Yu4kXbE>X?*?wL7pg?URNlH5%f+Okvd&MA%74Dq@!o(Z0y$KW$B^f{
zf5rj%6?UzOl|bn6Z_;&kYAUNwfcBGeD4z(rw|1qbGeZ6s%WcG&G#Tn~<*;*@0NLjt
zULxj<8e@m;Bc74{hhwuryq2Mt>TU$DzI<xQ5GsZrFy(w}t^|ysRJDi)U#fA~mY(G@
zK?*uWs-H*#LhB)gUDPsYc3zNg+XLiP9<ff`qxi47=gz(d6q?!2{7+QqfsH2>!WAle
zA0D%UCKC&v+DLcim2i>cES?g9y8EI*1rI^^R58zJ+D(t2`W=V2#!G1QFWVWMd#r^R
z1S_jI@V~%sN!FUlwl3mZwfdk6UaSsIEjhx?yRfxe;zaLP;ELd<Xx7*k*J18gI`rjq
zROT4(=L|o+xqMRjrD5mRwb=)>`M<j?swqP(vCGN|*VWJgVuA+j?=L=%93_ltyGbsn
zsLtMm5_Q)r>k9-P$1cq|OEoL+bur&+GvAwN_!g=psso4X2R$@;rs3IZj9lkGMUBWI
z()OPL$#CaoD)+`NPY{1LYr<>q|L~}w);+WIumdzQ<12zbdkOSbeTDhW?kq@y=<=Lv
zAG%!!H$Pt>A1ANcwB$W$y4O;4OT__yT6*g%I@ZE+eS8I_bkE=;{bPl!dX!(O{5Eu#
zG!MIuwYLJoo_gftbJE`7UYig-UThRX;2vsRGcu(3p1LEW5K<O%qVQzM4%PvN79*2=
ztCDg}R!IcrjJGa_Wvbih8E?Q<-%Xxc9PdFQUnHO9NFCq^Vx%tE?*jo|F|N5de-w_7
z+zsS63ozv}$62>jon56rUkc=BdPSTPP27VB`AFNs*0EMRw~BoP)_5O-mJndVy$HLK
zcqi;PB^uw067fcIh-`5hsmxV$nsnljrW`kuC;6pv(=;@I2vgLDQJuRd@QG=V`HTVf
zam-t6AuSmSiVbsQb&X{6z+NYV>7K+7p|_qCrk-D=?SgpJlBtLGC*6cpe<>o!ibVe;
zd9jKJ#Z6>GKjIcHHyRX*p;*?cx!Ti9CKJQ#$a!?*++V^PVH5lOF0V9k;XLmTD+lW4
z647#-XJo^x0j2j{2$w(*LDZzO6WR*yu2%UoP^;dt0Ebc%1?4#sQ|yf->H8(Tg#U>@
z9Or}66lGoh+T#Wu5}H858sdqRI`i}wm1?h67KF(+Td(8A>#R!tUZfGnt>ng;u$_>o
zi@1Fb(deF9jx}6)6g>K<(hl_GkITxyC6Z=Q;8fLP(DZ0dZAj45Ss=<yk+8<ZOIDm|
z*#XXkDS`|=dl)*J!(36*bh$BqDB0d^&PPG*HvIT0=wFY01o79h7auWE(h!ZR)0*z`
zLXHORX<yT5!}=IatxXD7GX!{&7`K+;c#pY^&m0mX(Ge1JP#dhP{&fN(XKP7)EW{iE
zms`rg^htD^>{!Gly165)Y;G=(#lIVJ5|@5OgK_?LO$0{Cq_ZtHgV;S$sm0W^ZR7)2
zNQ)O&HItb**!{DMIoHTAb#Ww|I)OQ$pl5EhU^17RYi;p|Q&5E@tN{wo_dnh@J>l!^
zpc+DGY8d`kv9OuqL91K+gfKd353n-1X%l#8N7oxpk@SJhQ&iNx!v`&#dRJOjiJ+)5
zax!BGp6TIS*JiO|_7^!{JYN)s-#VwbwxKK6S4hDZCritHEBWQno`v>uu|Q6bd=6W8
z&XeLS@k0Z0?4-$i*U^v*F}<d2q&Bf>u3?1m6|*Rkfw#(&gm07d0xdF6bRMxF`d3MG
z<Wb3eP7b}Y8OrPlEaZ<`=lwW>=ndGek}V1~bCa*jLK__2keCcBT?}u^wP){~Vf#VZ
z3p)9lu{c2xwx{Er)3y+XMt#FQTLJQ9+(?Fh#$Z}D`8&r-f@vGWaQGyZe&vm`csBZ3
zJsq0Lv*(&~c(UXh>j>32j6MfjCs?HRZ9r-3CyaESWFpD_xMpA{%ur$@u~&8(6WkV-
zclb<DlLKpau7#e*`ryX~Ijypy0hjK546qYNteF#X<<fg{@uBvM;L&^}b40E8HhMn8
zCw+f(%+L!<hf^{+wzx&OyPFDBC|?Y66C}=D;08lvQ^(rP<EzcURtStvCM=qSwM*0R
zL9s4li~2<Af<`KiHrI<-+NA@u+=CK&#`*?W0A@-Y+0(1K9PX3#JH%*&YnQzWLs)E>
zmt>FlXcz8EH%hc81@(w)dK$ji;&lM3!+iEdAWoNHsjR3Z44AUi87PUH5VL#uJI1Cl
z8Gn@^2!6zEXisU>b{iOC=(VYb??cVLIuR)mR*57RRmiIRZ6RAdh0Zy8&lUN2H_)6U
zye(~GBg2}W8*$}dj%xy1WWh5RQ~BY&JM>zhFoOX<o;l<8x2XyUqsUc+XupCg{Uzte
zL^pUc(JN}^t1z39in3<ppqFmPw17sL*S@XlE9%|+p>di{@EVR<oNe>rU^5$?2>Hn_
z%AFbHlLMW=#RBg5G`KBn?y^F86I8PDGECxl*yf33J^QJwwVjRFwZ{G2k>^Uqgn!UC
ztoMns5XQzk&N=6&g;;WhY@ySpWxyT0|IYb_dGPhJ`V>Ggc&c>-O26KLqKBo8#f3da
z#7T(1^k?7l1r@->fd+!Lg1pZSM~{_KH=m;_LH!kr3HyCqKV(R8CC{I!`~Q#u`(OvO
zxV%ESS~<~!*r~bgYdt=D(t}WIp=Obrt=6K54faU%#yzKft2ZvbnsOUmfq1voBtPAi
zqWQ5AO;}Hx7gzP6%3zBpsrh9<Ns=g0N$bwQU{^!5C;#fJ1*0bVpgvaV_@(-a$g0Gj
zJpGvX)8Z!u7jYkT4*$Urw8e5HKas(nK;B7O>-bn~5*KST#nu3+Uyg!WLVTPLZ4seB
z^`-l~^M0Ba4kA%%lu;@gm>E<}v=&T19@EfW0TufE%kr-wt<uy%zH1SW_lKKb(>la0
zdi6HO?vISuuw*bUl-`FItJ|bu46`R$e~JjRgf!fNS58fph6LAzl6KJoUKtVNE>7pT
z9>$WS-DN3-a;=kC9VD|zp5=9_Mm{1B8}3W<{j5vaL+#;uYtD~6ac2yVdQo}YH0?T`
z+fi4(2j{wz+U|FnwT^wJr$9axcdKSqZ4|Dp=lz8a@)XEnl{AGfI6g>cV=k0EIxlJQ
zZdP=~@8%yyAa=c!x&9~O`+}CZgAK3T?d9PMO*!qJ)Q4F4uq7H0rB%}QXG%1(f0S`h
z9Rb(GPol4`<=wPHJ5PFF1fPbr)p%aF9*?SFrtdMP`o}_?k|`+OXZiDWU@+8g_Ot3i
zw*vIH2>FaJV|cVVg=NQa5<n~(N}TPPA6krH%Z}4nP#X_wBbV*(LmCG9K^W(dLrefz
zz-mJUJ$hP#o8CHsk>Y0Hn?~rYz%)>=WdH0^T}CVLy<9636|-lv9<v4R{v_Y_)QIJv
zXHrCQ?nudcA4_RmU;e)Tkz?PXi%DZ+)?noHQTAF>guleCH_r4w>Q#_Q{g_e6iDAlV
zgNvD+X!n4tP;8~G5_P*|ZA4X8BR~zl^DCTKtl*jV?Ve!qIbEzevi0oSh@q*VT8p|D
z>rShaWoR@a7|M5Oj1$6&H4aR=gH))_Ig~|QY|dYwF7c4&SC5aqdr@L6wm~It5F&)w
z*4k!1Emm>`QfiV<FOE8|LmJn`ul?eh0Y8d~^#3IBIrmAYTA8|%rRd;`!y?wFe0RTU
zbMDVH36>GqTh?J6Nz3I~Kyhrd*=4SYkb(ALKb)x%4lMxfeP!dXwSt!O!eBIh^~QR-
z)el#t+imf957U)QezhnoO_c{l8@&laC3oUA8c+IH&(`t#htB-9>tKmQhMbw|Q5aoa
zg9iwdGfLK|8p!f|DI!tCX>DaF3psmG!=Y|UVOJ0j5mjy5+uUYpO$8rsmUjC(y^My;
zSPZEE*OAuaaP)Dc>&R52+45(p?X*dWpNkpfw$(X@k%mf{X^?sH39OU)D@UMhB1&}D
z?nh?H#|~ts%iiyu>GwFgj{9U|Gh?}N!FojrXQ|;ca0J(BbSd<tMn8+9@5Xg^IQFUy
zNH|MzwWTo;fwhc$QV*V%aGVy?p*Fl>(U+=gg<mKu>&H?)UdvpGgF9VURH17J-!{W_
zTMn+?(|ZS0F%Q0mf{6_jp}&IL9f^!QvqR<u<<+?J+Tx$HLcyg+z+%#}m4iK3Y~eV>
zeD|;m9G2#J`Hh-0$@A?i-#cA-!x)mMkR+BKu&XY<U&T4xe@z0Mh~U4=MG0kVM<R)M
zAf5~x^BI~;plODx%ExEyFPAK32!C^?sgFFKjlIWpe(xd0P~ZFvu2>kQTvss`NGq@a
zz(?Sn308MWjt#lUAj8s0D>r!T9b9D(w~iOR+iArJ?LRBHg;jfejuu*bC=NPB7?JfG
zkhoc?yXalscQIc)_95pGDM4e5r%=?8X7peXH1b}0u1lTRK3_(>Y}O2`6EB0P8~UiE
ztDl<+sb(Ud7_GK;!%)yoMdC;v8K)xdrisPGa%FNV{R5Ev61+_*)N8ad!h!zKHq3I*
zW^wAoUl(69YFXclnA{umZOsRmiQIVb4N2TKrj~XXSdW{HXm_`5;iM3r(07D~8m!N8
zLnU1=M;$(pb2|;mZ(n_I<D0iJ2-l%6ICtGX9fy$<2hANqz4QyMTJ>rI-BJiC1Wdfq
zfptzeXkX=|BTwux%=a1p`qjylf_LBbwkb7ynETEhHk?m~cCW8%8{7^|9G+pf3jQ%Q
zbw@E7Rc1}2+mr;7ebOdGyNnH@o7)~5HR9|3YhVES0n@7xVJE}IRs|!x@`vqwr%cq%
zJS^*f`%X&t3SEu=-jXP)f8`4eSPasOQ>-MC$SsY3$7>$Q6ZCwaCl2fy*4K<X@_9ar
z^cW}=qJStlBUk9e&QCu4OJ`Oy3M>hGb!rrn5>B<EH4#aNzcr<2i%#OrxxY6J3|cwg
zh$iuuricG9;P>*p#gLh9nW0^su9*aDHJ3@J>FN9V$903p2x!15I3JI`b7xA$+o|%D
zR&7Y^XI9Ho>LC<*yHg+R^yq$e#E35ECb-h<k2h~gT)*2#qlq>b=5scq89)@XWiM<S
z;-6L1aw5GKC2D_POL+cY)F`weo|2Z<#dz?O=SaO5qoM>Zg;S57+l<@dMuaAT`b)n<
zZkdCg{stRvAJ|h}&SVtuFpz942&>r60GKzBc{c74(}{)#=|hVgppMZS_^{Lm40qvW
zwk|{Hf=N(&37fy%ON|f};k&eOh|TUbNt8v1z(^#$ydvze>9)lU3SO#?l5AI=wF^It
z@U2_jPTqV4TugmT<AVD-3OT)DX{BC?FhJLp$|@K~rXWzUJFaGC^?Qtz6tY2TN8kpc
z!sIm;5dzqH_oqp*pYLOiEbM*;PUm1V=+RdPm6iw)U-Niab7~f=OoIa2)ijZh9+5A?
zwuGy5Cpkok+hrZUAf&do{QoBjgOz}Rz}C<Lnuq6qv<pT8Mpkx~|M@Wyu(L8T{Lk<I
z?_hASvi!da2EqSDf1nkDWos9OttRNK8wMRITc=yBY1uQi%(8x>Mz<i6La?c9UNr1X
z1To-D<Tl`}`}Jn~Xw&!im-E*1C2M<@`EhD1-7~knb8?`pe2~^UxGpFF$&TFy5kVf7
zpt7W}5EK~LPrwI{APylkSQO*r1n|A-KUjd^Y#&UxXZTw%)*(Q<701R2!%m_E2LwUU
z$qf+r0>s5(N~ps^g5Cl77x*F}(HR0bVGz>L1fn7GqWpw)?A48tWOwKou(jBagnW5{
z*9fivab;x;tG9N3O~gxJ;PrkWOEg<n`7vW?gy`@9Tu@MO=f@v8Xf`M<c6M^c{}Nbo
za(FP}YIs4B(?<Wz;FC{Hqvydn2Y0v$R0Dc5z{|8agnlogAwt3OEMXkK2MYu1TppY3
z{DI@ZAuvIqT}4OQ2CMVv07nl1Tv8Rk5ERrO2#se1V2r)lZ6H540pHS3<_|R@%rDnE
zFwg)yrv^XI!96yBWf}--9+2v>{iDMnuzFv$4-zeoHqw|I3<6AAU@&RIU8f5SKwT3?
z-{0zf7F>srj)9zA4Nom?u$Ii-w^;C|k!MQ^eg6zHxU>D>t3nR`1UQ(0eJAs^_OUsX
zm}j5QSJ)DBYvMzVSoKD>%fl|Mky}~vMh<x)=rML0`~n;i6xg3=jG~MgZ~<0-{M{T>
z(~9!+-<yoO8u(Ad*axi>V*`E;)DVux=isYB$CLNVjO1RLJ>8A@CBi|3)CUV}1ER@i
zW8j$KUynB}d&bA41j0ze*rP-&7eEBOT|U1iLMa-nLbe6I@;~jCPQkD#Gbpp}eN~?J
zb~7<S()%H_mNEEc${|7mfP#a81_BBIy}x7&O@7}RW4(sSdn=HBXZX)V>=(5eygx}m
zo4LXR@Nc$s&Y+6j@_<c#Ltk)IP@y>6ykE2NU-<W5rH@*gU)TCyTS<Lah|pco7JjT>
z{D5HMss2wnXvLlzn=u7>VFC!?pI+tv^dFEa@aBMa?w?w<@o8XA<OMtIqN;X5FJDZ9
z8vQhkB`K5>@cM6IR^PQ}ADJu=Somd;wgDd<rZGf<J72Fc#=tdVdStaC7T?aiG0KnI
zf(JXufs56)dnjli8f|TwF8es~XpsN_KB5C%b)IhTFznv3Kk-%^A;37$2VfZlGgIq`
zh7NRB@yqlrCQ*K;`4t$)H`$8>Nhz#*)=PlzxB8(ckJtzEi6Jt=^#v0F?1ua6FOmE(
z@Cz27j`SM<4A4#W6(j`IZuSy1h`ss>9tq*~?)$!g9o!rQbdmX7Vzit4?(e!Hqh5do
z?@31!6C4n_Boo4&9xpWIY*BwBV|r4ahInm#-%8hSZ5)SAqaQdkEtIN6^eI^r)RpTb
zc0@h8pKJ}q&pMz9H@EgtvV*v7hx9YKeBGcrv-F={0WESE&`QM!Cct*9`~T&RAk!gH
zU~WlDmg$6t$)~q8xik(qC2kO^t9zIPf3BTA4nD6yMG$#z#c1BXpy_l{1C1?LZ$!s6
z(xnmQjg(N8Gg6Fy^YBNx)evLZU0-As-V$3y#wxl(>T399Sc?9C7(0g`O@MW2x2<X0
zwykN~w(Xv_t!dk~ZQHi({@TW!_#^HgXK@yHS+%W*H>xT#pVZLnx(vwb`(pk|*9p9=
z0*S3=MJA92U!c%dyC$GO)6>Ub?a}=>0}~4SB#qgh7x-2>)wM4IviY@p$9K)I<aM_b
zPPXBIYpubfI-hg9!U!R8*#+vY=H~84i)%+KDj6$Dy9jujW;f|PSeEk2IXcpooz7=$
zg`w~%(|VHx74Zn<Yg_?bX7i=Ok?*_zs650f2)9W+2RD~^)&MEr-&?&_LdjJlJ_*di
zm!xXdh^8q&KB2e&Sya`)DXmx)l3B;^k~CgpG-MWMtL6@)1(6*%$cK_D7_{)KSw<K&
z+?`80-9DHh;WFV&i+Td=G7G(=VjTTDI-Sf5T4^9nFnezeBKu_BPwRiLXf*ShvvaB!
z$oT=RwxUlUHwxh*I%pO*6$b?9;IrxH&fGnbj4Y3}0K41P(KJ#0B07{m1=e`=GUQ)(
z@VJaTq_?8m_LmxHy5tr*Wvz_J<4*}<L8azv-IJxq&0P1lbkFyhxM0JT73Lbu;Mj+}
z$o9;T64p~G>QvjU=6AXm)N;9@E#nzDX;Ei!#zilS1qZdzInd(#_KM?;3#0j25otrB
zvpzj<tot^J@UTOqJd{|6MsP}wUP8Yz4b6~O*B5E4o7H#pSy)r3EhRKDsAr~py``Ym
zDAHSyW52sZOQsvc7qbRm!&Abh_SfC`=d^x*%_!*V>yiW8^=5y$RVFa?R!>=#YVb7y
zq-X?1Z!{dA3q%)|YLKrc=4SL(VZ2)4V%RCFEEK0F@SLl}Z@gV$mA0uKb~j|)N@#ag
z2|`eF#%Rq6L5f!_JUpk)s8Jx)76|B*qr>@>_f1iGH#Ek%eGEINr8cgJ&cC1eAnIC5
zrZ|dRgO}p6N>6p~<)tD8twhSsja@K!pIcz@P~hb^DhE(2Q@IgK^E_%Yq%a~#S3;Tw
zxb=38b5DEr>l#kiZDe%1`>7EL)`?*V5{pXY&%G=kc;QmcYN!*C_`K2ej8=h6=bjFh
zu6#H&{PMEbjJ5*9j!lshM9l<W%F<oG?{lmY9=pU9opkxcDeCiaJscI>fp6UIq?Fme
zDhuGPe%9^qLGQ^%c=fcax1zKYH5-WjeiT_mY$+Fo_`jC9%g+Xm`9HE+uZ~x&!8v=7
zXB)Uyt#p$*N`?U-<q0D8!CvruVC-C~@!bi2R0x*OG|M6c(KX1E2{kEu%I3Mol&Hw?
zmH4c&p(5~|3bvgt4^K`dXXn-lxQ6`m!jB_Hm}JsyO3ma-%YC@|p;Xl>@ZNYEcj>H6
zQ9H5NNYM>8_e-two>`Iv*K2p2ZPl2|$Q5Ai<G5yMI$w2V*tt9ZRIUTH%Q5-AKaWy}
zvP4!GTptf;cLJ3>G(wpr$as51+<IG*bl)>9e=tz=7I@z3ViSc<fq66Dpu%i!KW*#t
z=NJA0f}Kd_e`4pFp58EoFYL>>n5??>Vv1d#O{yk6AWlf^{zho&l3Mx0M7`zrOm3G$
zYQ;<<>??4liV<&+mn3H{+poG|?cI802DA>`Kjj&kt>~z1_Rw0*iHmz|C-n#=MT28`
za9pW6-Dy#rDm@8;3bON17{7bZWR|y^aq#}&SAp73CAMmd26wci@uCtf?g^SwCSxxr
zFe#1E*nR0UhztR(2owepCZHt6T0(o*^P5Bwce0b9mc*&d@kJA_V2mPb8&zXcD9Eye
zO<((~?o047rO|!6j(ERkrEM$`gxo8(2I||{Vq-0~N?0k#jeyZ!)A-X_z!Qg;|2}r7
z2RkW70#cSQLno0WX9yf;veAoDnN^3aYn`cZ`pzkFsX_EFoqov)qu={G0*3kPVuOv`
zl)@G_j+wh5C4OYCcdxhI1&bDzFGp!fAo^*C?-P7ZS?s{)ERSA+h!=gZz`AAkVQR^J
z{*EWR)TB>35)|yeVQO`c?sHC6pW0TnCKzTN%5M-Q0V_%->47$q|KMTtre^!~B)J%s
zk$fJA^AE6G<#Hy8Mpjn|(y?cwjzOfJ1z#=`4tb=c{Os5WF1+<r@pxGkd0j=GcVPJw
z1>LI@6&hQx5TMV6X6P=gv50L<H$0z<2;{6i>O(ypX_>&m?{*a6AU$odALq{DM9AH{
zocQJ5B4%?;*&~ddFw1K}iyLII?&>NX_Ju95$wrHYT@<T1To~;_vRE@Fs>K1ZO>Bqj
zIHp7bR~Npss(@4jrQ7L!ZSn5$Mre)scfNYi6@?u!8T>g_vB~?}hLwo^DX%Y(+jdg1
zX;yh(&|KN*lc+d;fUU(4mSvJxYr9q4m?uRjRG)o~nv<BOm{!oAuKQlZQ9Q>o#O-M*
znRp7F>B630F;0_5rX2?8kbN4X1vuC2?@aTU^1I^N5NiSUrLzfOw({BJRRRLyh%CMk
z1L>ka*3Mw+Z2g0qKoz`+%Y@dyajNgGDBkEjnkeZns-oNEL5@~V^Zmcfvw1neXme+}
zR!h$MqWwGRCw~?-n7m(5N*2CKieuTCNOR(iE9jnN={URW@?cUH4HLie{KCTHM=n~h
zcfSyRyS3(gu96Gm=DTx<7_sJPzbK1yU#c;?zCQgTM#|&Xi$&ub5?j(qZ!@c)`|t2c
zECkgQXF)`gy6_-IHD<Xw1D%v|3+FEOLh_EKIlaeZ8)kxu%w;o;h#+%Ir-l=!Ta2{e
zr)XEAI%AYe9Q!FBB^#X9(^}=gvT@asDW64sHn<0izum}1p#-py%(SwX&2nA7hk~OX
zc2>fNx=D-Zw%pyBSwAj@U<>zkcI6ts$n`h%H*EBt8nHWx;vdtqbljDrw%;saQaT<j
zwCzv3MYg_Xx!6*aiJ3E8UfIVFh&3@+zv7?dRUeb0)Vs$mart$WZP%+jw@w5A+*ILc
zS@uf>cKH0JP+}~09iWo;P<GRQ4Qr!dFvETI=fy*0+S{D(ip$bMA<j#G{nF=vI2dDp
zH!u#D%VzuH#9js@R02n-`wP0|$j;*~JRc7FK!b6Pu=Sxfb#z7w-iJhLX?fXd6rGOT
z8rS+4A+M|-!z^xl%Y{^;$`UD=1LhzP!t_&nigZmRy|w1FBPz(LtKRCuFJt-JMdcYl
zkr}{U7d>|z*gI>uUB_UY`L6;@BCh{Jzc%{K(~p_$7$!;#2m^>7oZ`51i)bCB{Pv_i
z=YoS^Sf@j%_u|&p=g%3Qz+)1=+E>c1aZHJK_<Z`=a0~VeTi^H_d-hjzAs3GpLm?r%
zy1wwG){-BS72R(pAg!_tr=7B7my?gCTU)^X)Cw~l;4zhGcxqjzo<ui!1f{^xmg$xH
z9}w~gu($xk;EH<EtqL9Qe^^O&Nb_z25p!9*Yrw#%sy;q(m5x0nsY|Ci8zwa}AZBhU
zq7lX6@>kceGBPk(y(Sb{N($G`cjGsZ3({0G(Ip(*3Qr(O#R_Wpu`RrscHE>eDyY$9
z$S>Nd95{Zs%Z6T!+yP6N3}1;K6n2*DkVZB#g`c!72^Up&aN6<&Sfnts0H1J<iECpI
zrRiq_FQB@T<9lCaF|xZ6T>@_c31gb+7uJXzuq%va-9^vZWNrfU5J1thbb9Gh{xWj*
zt(jwrUTn@cir5|^PGG$qyeW)2mr4eZ1chD}t3A><W40z1s3JFd2aM;v?`Deb0Q3f7
za|SCh&MP<fG}I-V&Cg07U2_=4cjPdnRoUxAJ2yA;x*IrnD2@H%Q_9xpXW5azlN#wZ
z75NU^gdRDwGyEv%{hvQqf*LH=CA8YDGR#FG2A{Ibytmq3R|tIMK^X(B=3-q6UP~;%
zUnoKLoo5;EU7yaU%+2a{gtj9Dsqt)`q%+%bX+{GXtu7PGu}}2Y@{TcY0-D_9dg$}2
z7SUkyK%!KvW2tYd-ahj?(-?X5#Jy2kWV>ig6TE(b8K1xO(cE0FEZ4T-LI1@ZZ4}bh
zlfvF_HW0Yo!k-e_+F!)YoZ+Hlzlp6w13gsASr3nf2;Oz6@&4c@2q(>fSSif-;uf-w
z9KQ`d`ukI-j_j#RqH}@m(f~x@KH82Nul*JXaH3$w(6!z4@8E5ZtE1<Awvq;^{-w{@
zh-Ls!a%_rb7NgFp@aKkiT^+iz_<y1P;uGoEv|k)2<)ck|BgscilirS(R~q@h2GIEz
zNZt>%lK6ttTppC|t*qy6##%ro_S6#~sqyiD1U*#BbuNA=+cK0ipqxcv#Ud$Fi8|g?
zB}jfVJOnJc(J9-h(yHNV<o1gF6Ja}*k0xjXG0=5dgR50v9Bwdn41m8Hme13K7e=W_
zn1hspH_|BpX|(AvFe#NrIXt309C+zbwwV0e$iYTVfhYpxkj<*c{ve4eXG^=Ed0?H{
z$cNiAyJUw8F;tH+2ie8*_Y;TK1VyD1A<mT0O<B{+omo`kG3^w3zSK+x95@Pyx6iUU
z(*<yMR6qpqA*A&u3RP3NR?OB5xo|z7zFaHZI86~~RNl46Vq)SBesdo<jy>K0W2u#T
z#kx)T<cB=@LvowJk=$7dWhj;m3)^J|+Y6BN@N~`PF<I_AY<o7o6_vyB)$nCEwc5RX
zs?o`k>5~Ma`{*~dt=RmSwzBtg9sTqh7?nRu=O~45rw?R>!{p%%$mvq0J6&_ahYU%(
zPp*CccyiSH_32Hy8k2|!FP0nO(QDG3UVG>>XGvt=h&r|CW)s`Chocu=2>j1(7m2u2
zoJ$5ip8mFw-<;+G2l%%mG|lS61n)j)N3O<*=B*`vbrRaqrSbCJWrFx7g`;>h{i?D?
z^{yVg!$U=v6rgC<*tl|R5VtJU-=~6DE?k1^(5Z9-Xw|p2Ie*(<=B2khao9v+`M->z
z7<p@y)q@i&H#Y~9xH?Z)`B0mS(`#7z&^XYeI@%{$<Q)oKoy@E)DS!m^9)Cnx(_%QN
zN^T?$zc81Oe78i^xnZ4<3S_lQ+s)#9%EP`^=n-Ofew1#SHORn}6bgVqm#__Z4@96f
z%+%~4r6?+;|8nHxl0QO(&oTeU`ip`lT7_*Jx&3TYay?r?Jfvn_vzf&yX-Div9A>!V
zwZSBD7@5ucyc<VSwjv>Z%K;;3Z(vQ`xM4EyRHrfu80}uK(LD&Fvo^F?>OWqM8Z$vf
zhu{D3*=q1k8&ciGKAH#<$l<`F%ESRy?MS=|tbI}QGIHhq>rprmxcSiq(!m&l#O~yD
zYD7q-C>^+-Hv)-pG2bo2Qf|rb){xRTLhB`7e0qROH~L+>CRT|jhx!{(4Gin?&bk*d
zlX4sJ`hcJPQuCOXqbmLb54*H}U&Lswcyi+2zs#`Dn_|kqf2J9nb^zapyPSjSQb<~W
zSH{Lq3eD%>)S;Bt5;t3FTP7!HY(p#}tqgB4S3$O>_v|(7aob-`oJzu?K2=Ba=6aOq
z6#KM6Jo83I(pLK1DH|hacv}#C(sc!qcmKQgs_WkEm%T(g89Tq6+DA8sGdlB7Xk0*@
zizautpHDVh1P0&D<&?wC4KKgwkg#S$#7o*%diUK!C9GPe{&U}FUDEt1y0cJfvn#!Z
z>`R7>EERv~E<-mHs|uLR9;RvHdDWl8BEF{jqaL>)5)<h?-Jp0suygDa-Kus9tE%eB
z9ERh{b6r2i88HgbDFkhLA)PJJVjh*32;!d}<IgE%pXo)i6=T9;FQOh<`77n1x)e4J
zh7J>|2To1i<C{8ZGZ|an??)BuhXnKA4<V)kg_J3v;DX8^N*LDi8v#AhjiYxK1vbaH
z3A`iGe5caKtBN4m8?%!%!5<^om4C7^@H_;-r&N98>CMx&p;Wp(iwM4lhRsj+hO_$C
z-)H{>c=9DGu?yWbQG}!9bc0h`F;1-iE;PM5G+qs8HY-%Emyh61m{#L%e%MM7Xs=JE
zZ%t_4q-b-ml0}io_?q_QP)|9iZx~=F)fKG5JvMR`&m>0?TxYmxpw8KoN~4RxC+8>Y
zd_Z0XXWE^|S?qDcQ6IQ^nkPyZwqUkuT5q+YjlXLqvL(|0wEYy#mQ2mXW|nr|c1coa
zJXYiKa<jjJnxVi&SOp+^yPBcM%l2SQ`lK~WWUA2QRTl9P65+Ni5YEIpEmR7C6mMR9
zFWB^Pq7wqOJ^RdB_#x+5u=iO)b;bI;1$sLPEH-?02_!10yWOpi&)|_mkBbTgKk8J+
z8=UH0;twu-m_8m`sM(TyreFP?cAB*8RQwY^vk4d(nsB+a^}qV44{A*&1&}F2<i)Qw
zmdJp1afwhE?G^}E<XhS2Huv6T3%H|yEmN)^TAQ9CP9LXKdk02L5?F@3H`IG2%-~)!
z9k5(HFq^BGsok^M-9&|=7~`2(!{KJZ7&HQE%izgIMiiw&U(xU@MYgIm(PqIM9Oh&1
z4D><~JSyE0DI_f`0)izz^(|#!R}yb=Ks%)trrE%Zt&rJqk%?_l74E|VwI910%2@d&
z_aSPSHa%0P3VOZSsaI-<%CGc}D0H2-Uo^g%oZ*}HHL>GJw59yav?U$Nd&lEl`yl9Q
zCe4kvsD<=s7y|uHG72sj6(}Oo4cx{tePQhm=Ost^bl8~z2A-2fY*^7}d{e<K@Q_K!
z&=wYvfU%oPy1lc*H3O`>{g|<H14}Zf0D0#FL&xqHZT`J@A8-+Nk0;Y2-(4$xlP&ms
z*u~9v-+Dc34`eS{3gg$V;DI|s_4lJI?X5xG5lmh13Pw=n;c$(Lx3oEXJ~iufyu^W+
zA|r2xuu?#Of`b^bh$FQ<!ADQH$6aDg*u@MC&SXkBd0CIPiW&{f15;ZbQYl~6kpelu
zl@~qg8Qr#vB#FF_vqT|?1llW_n~weW_eJ$h-?=vECylc+Fh}<3JKSm!Sdji}&gop|
z5^{N>$A*+ke+QUfk&*8fl@r!k4?>*m;(~bBE>m`topgwOlianNL|7r$^(dd}lx1mO
zxJUTs7weab@gKFa1g;QQp?n8EUQ@x3h|{?&EE}VJKBAuoM4Eh2MOq9HDw5wZkgIoy
z@*$4)#5vdo`5+;8CDyE|mdK}$?5QYfz6uGT_FGD%rR7N|{MHr@7_wKtkmXu#D1Jwk
zcmU=ay(_T+uyZ|?Su*S+dpB0L59Zk9Zj8vR&p2i9b}lKUgk{#$H{Pb<cDiyA6H8A1
z(0J$Bhpc*#yg4fE1K<;#9K~Ca*mRh5z|C4mDaP1<)U%znEX0{}`<=veVcA)V9NUA9
zVaJV=_>9vt4-(xK=Z4zJuN(98dW={AP{r*-bb6CwZK?iPc$Ge)b_*3uJZR>G=_FX2
z=}4Q1AaqUj<L>e4G6-Wf3_>TFn6UU9wo*xJU;Swv9Qnnb=Kc)MXG9prbti$G0VFK7
z2rj)cM&4g6_pegAN7heOZ8O)}d~3}FIJtIB<c$$5>e+2F0$T~B?s2{)ue!ORKy~Sv
zs`G4M<X^)~s4_ChiQBitO`!YsMH4WH=fz{NL2?h0%ght>1RPu@Yn8oEJdc+S3K-Wb
znKvl=NOU^4f9c_YI!_!)&<9|Xrd*R_!@En7Z$QD+-~G{oqc>l=z>2WvDg!Gu?@7UK
zJ$sT;DxAGc`qWC)Cs)MiyjZ+#I2R4u-)7$5f1^gW4+F%l1>`E%85Jt27hTL8dD*hZ
z5lhtJj+VEs(hyU@0Kt%`%?Xr8tZpj1FhvZ^uc~Eut&W|s+PKiK4l>d!=Vlly*cVrL
zR6f)RA-lm%Q(>enRtY^j_<tL?0_VIDik(2V{jra<I;5{RvSui{lMf)4e#LlSK@Me$
za|2XzRFfxm;*5Ecd&@3-y9~#e8TIU&bDESjy-lLip9>3WMm>hQUBu{0LR4c!BJpgt
zzQ@ERa-S<riQ582{?(k~9L=nhG0=G%8?bbenwl7XU%$-^iW;FrPMC(s$1bW*i1@p=
zBkI`h)$n}0IV4uTh2#YEjjZYs^uX}>u@I1BdG$Eb8X6q69-xQ6`<lidl-OlS3j(3n
zpF|^ji&93>H^yh8#jPTa{$g{gMdG|Harx5p*q$#8k>AJCpzL`z6nvj<qT6r^F`i*`
z4kUaZ#d>^dtJamVhQYZ+4m}2bC)$-wVqwdTZ6bnViA={G3@ZL@8*Sg!80b@XLjJCj
zQIsuTyUVwE()O<B!Ml_6)`7^kp9AIgtlTFe3@fEq*bgN8VTMjld}}%%X`^E7mZ?pn
zT%#!PRYv<0l1ROIjF?KWx+ikgZfiY3lK_Zp-#;<t<zT>Lzpo`&8>3>i=mAGL4HnDG
zjva>-r<0yF$g?iRUVPT`bU=#S?2TQFlsPUk@(QFksqfJ-PWbFd-p=*uYd$$|#w61?
z9=~<85;x;lH9ym7*<Kdjd?G+wSyG$g*!>t&H4UI#m9I_>3Sxp?xYJXe{|rud)#r4+
z5@~M;LWOpHb`<XR3ML9RYS&NlR&MzX7lNkAK!80#;dGUN3)RASX?@uG=ndOWG}q*+
zO8VK;-#0fxn!0LN(2BK45Y89qXN^T`vl!&*iKk_$|4hf4HF4d5`?cIw9slIv$)&re
zh|1%7kz-{)OUcQWb9TfFt=~>D@%Am2;fE0usEnzJ4}+nVCOHqOFLciFreQ+Z&$b(>
zkgt?-C(JNq%6u496O++2fQY?=Nmi^aisSP#60GLnr9pg@Xtosc1b`LPt`EXQd{I)9
zFHU}joLSV_g`8S{&3s6s8b>dHJC#gw8d4sU;2kVgo}VM8-CO@6^g36U(PGD|(UZdF
zpXQkcq*)Ohw{}l9>5d3-di%Ln&KFvq;zcr3M}y@)@K4YF-m1E8r_dA+WbLl%{IH5(
zO(9t3bg&I7)XPIUNhD+Kz(q{XM73D{1IeqE<Bh&b;gOzq<1JJ?_E*R_YFMAiykZUI
zPhq96(vAN5FI{m@?JsY@vqvmy%aW4&tI=`IivbXy)uod4mk4)rfFoLAQcW*%Uh<Lo
z>Tf}`?+mwMnrgES#r;DF<&2p<k1U{Fw3FXDrsx7;%Wb3kPHO7#@XqgVl}fMfSrF{B
zK}13eEHCoO_4SMU{#PJ+V)OBx7wM!1&jyj>Q<S66hE75SuJR^K_Vi@wSidMrg$X0v
z+`B|f*;cl7kKwCr0KzkQ(5$%=o3DvJ0t&o&`Mx)V!{Hst>P_()1K*91>BYD1YV#dg
zx|{*r(4<clZ0LE!)e~yEEXi*0t(E_-MZ`9@thDLr_+;x8u0W*^EcPGYP&TLPd|XGq
zm5Ab<RCrhLIe}FyZxCi3*ZelWm$$v^<%xTBokKBamt1|MQ@T>(Nq;7u>eON-g#_5K
zL$sn3f7mWk;-b<*)-T<_{@oNXj_x+;m{;YLCw4BM(LcL-;J4u>Ezx05Wutpg5pM(i
zgP?+FhaTQjv6D$7A=`@B)gaCyDBAz%M|9eN9IpuMML&zBGa(-2w~}6@DN`=;#Sy@Q
z<;Jm;UV_v@Nuf~Bgw;)uv_L`glvC<nErAqp^e;0hZj5|SAyx*X;}^P?Q1kGAAE4e3
z&<4B?l!kb_{!DfNY#nDDo6>xbk@QSgC$ZzziMlqp5Q0o8@ocC;(`P)H6k*>%MrJ)x
z^4GJWvAA#4hje<@fRln=MjT@m(|9z>$^#lqaY(e!vX(!60J&AKdUstJW@w?mR`hKW
zdq-e46+o)FIBU_Qyqb;PWhvywYeZCwJFmQDsG>AdB@a-pMT)Ag>t8WS#n2$SP(7UC
z`Z`~8{FrYr{;E6AYjhU-fDz5%vMobC9N852%B#x}IMe?f%r=P&8Vs=m?)*o~N>QoB
z*47puLxF%-6qRc3o*8Ov?}13I{4+Y+<NX9;8ip43d;SnBMa#)LzJXK2yK2T)zLe7M
zKE49k+GE0zKu<304y*V9WlO<{JLd-!{J1Xmzd1WN{+qLdg_G%jy&TMh?2OD@|GWB6
zX9qhM2iO0DYyMxH9qy2<I@cR5gj!1$^I>N$p=a}6k8&bd#*BZlrp`oa=e=NwxS<PP
z2%!qZ5eq1!paP-pWbaS-PP<NjR^NO6@zB<1ee~VDaxOPmtexvFuwW?Hh-~vKB*3(Q
zNTHHIC@pa^g8YF96-1DrP{|MW7z6Y7=X$S2aLE<iP~jrt-VuWncu@b2tR?kZz$xHF
z0P)`Xg9;J@#igN2=)gdML4gJ&_<_dXC;^$)QA{D^(LuTUiwG);;7UoT6S$=XkzgyI
z0<?iRf+2wtl2A{7@DLOn0y+i>4Zs9({<;Qt7*GrKIrtMHg9H`$e8&fV^pId*Q<IS%
z9UqfHx&DSG-o`WWcm>vDY$E9ciVW=V61oQJ6@xhQ*Uj@2Lm@o?!sHrI@Z*Auf3{$#
z<3aUj>N7;51POt@6I}bf4V-oXBn(gIUqgd>hoN!F03@(CdjcdFnCDmgf$~N33+|2w
z6E1*ISEnC}0CND?05M1yxT8WV(88Wo0O)Vs2RPWEqJ#|Z8VX!ckS&w{ZgmiF1<X4T
zquGGKLq6dRqdKb;5_r&0hT@qz_P=&a!mFe>dU^#gY|+O`0n;=d)WCH&f_#Cn%fEu2
zM4#V!>w`$H&%Gmc4-RO|Vtre@dDs(vjF>3%y|xGntb(YNROI9^AcEUK3ijcJbG0C1
z{55mCGrML}aKOGb66*eZW^fijQ}~f@#P`AheEC34osg`300F!oonHZhKs=aW@O2^F
zeMlldGcioU*FRduGrM>v@O3~&XOJL3em>tW<`ITzc*wvnZycX5zhKMDsnf8_?!K_z
z^yNfFi#Yn^1vQWf38^5!`~?Y_{M*_n3HNe69{cJ9d_KjiAO`TE<31~Or})3N8%_xj
z9DaU5A@1e2|B1sq5dz-&A%7>yqeKd9_y3;#^MiN)WBm5d)<HA>(@CO=$obit`@zun
za|qelx5w{?gn8nb$3#6RX4K^WYF|e6$Z&2Yd~JYF|8u=87{p|yAjoNeNe9$H0oC=A
ziWjOB;vszfXkZb3s9*IqY4<5@?|=zX5hl{_%V)@_D7feM#z-8*X`Dk$3CH%&*MSND
z)mQ@q64>-X#%`#{1hlq|cO@LmWj!T@x(7K>wt#T)l{p1O^cxI08XDNZ3=ZfY<tf4!
zk5&Se&?IV|1g@XSwZQKv)V;0KIQTgeEN#HA)~^y9<|$Mt{KPyC>721t-SGO94F*mR
zB$LFQrZRgz;>1U>z+z_I+&4z+b=@k_E|T4q;Req9Umb(E%+xE(tuGhBlkZYCPFGe<
zPV9)%xwbklDkbKp@76VtX^Zdz&)*1hky>S3(sP#hb&WkOhvKvuozSS4aGTyO>W&K$
zTY;o4@HQYRxpB=!tT{&*kL=Dh`6<nH^?Biw*s(+VPHhuUOiRpIT|<F@;asYg(FLCu
z&DQW)Y%ML%%+1|YA}5uyb#1z5;=qKMi5Fn&9fyB@Cl{rgAaYdn(t@*cB@ZoP9Nl_p
zuv6xk=-2z$@`3M`BH&-K5RiDqd)ghbyKJ6IM55*<_ns-SnAIFke|uo#w=CsiT#stU
z4b+dyS_ZlCCV0!x15RHK78pTqFSs#kn@i)0P0dfV)?lOSUt@(ut6D|?S(`(q6am3>
ziza)>pai)zk>~yCx?$I{81#TrV9IkY$|qKbKN{I;e4&7QSYNLl$VygY$=_MtR=%73
zODG=UCO-ord{|i)EAibQW)$U;!jF%9A<(svm>p`)=<BA_iE*inXclp~VU?>Z<>X%q
zdQNs(bp0a1Rej+`D-zZ?G|FLfI@CHu7Li#=3vbd~i<2SL^=`8!LK&tDq=Eji7^8^x
zl$QXqxYe571;Cr{BK7>rmx4rEpA<{)Lw=!bIl?OFW4DOLq20kTh3Lchp734zvG;K9
zNWe;xX)M9<=IB@WPm9ljL!5ny0>%>(e)a|%R-4_|C!X@?;J5q8)as#EH=d5==FSB?
zMrm7EQj4&a5~z*g@a@D1*t}YCvG0Y2ag=YJ+J_`dfY&U~$4DYzh%k!f+zY3_MlBcn
z4}y-LN*fh5s9mDtbcl3hRqq_aLDJ(OSqw9@3i%tkV<s5y4iYhM5YmuSlRfE%|D+}T
z9O{i$oq%Obep#o2Gav7@sZN1SwJEA6;~p&6AQggQ^6P#%#r=L^Tzbu#HUYSa`gQ7P
z=VnTY9oz)b2A#X&$%~p)EJ+3x%rr{LE?UNUIj)s1bgedQ>z3!dQjCiH0}05yr~HB<
z{EdT4v)9~PE0N@kJcEpjMjBj$s#2`fbE6h=Nu9i}LrIPKfTl{VB|f;7q5%$PpdNGO
z$+|C{2NQZ91~i2tcPm&DD#Nn_N-&e>hCGSz+tujJkrm*kaS1%D{}_{~Yf{lhUrz%Z
zTg6sWtxd!xt~V?>)KcvXL2jhcYAe!*?df9lIolorRiJuaxnx087tmvd;6CQOTP^s|
zLsOj9VfsnCI_vkf$?*kLH&$YWg-cQWpfP~c8VTHMft+1sSD~=-U?kfS<I->9@ktS(
zbcv)|2Hik!Jm1J>&!AaTN}nvs&DN@B_8LU%r}5)yX?jZ1G69ITTyH{w_~77!Pg*#M
zbaZ}7#)~+UC_Sovdw{SAbsp!=vR@op-xzE~W1V@bs-wAR=sIbnlD=YvSoX<oCo(6_
z-w{AgH--p$feZWl#Cmb{#VS52uJE`&q%SsAxe5Cm^32<bGC~WZ<vYd1VeNQ^J_ax=
z4-+fe>glZ-Mf=%%yEV!)UtskU@Z!rXbS!V#lH9J@vWlbu$fUJVoYPiM72rdm)zyfl
z5bGBu(ptGtCZO9kX;K*OVgu*B%riv5+0GwBS5lONM9SOBI>m*egqHup&?Uur<uB#s
zZ~3{x;Ib3Vzk1z2`WDOAS6j(2+PIyO=^MWMe&bE5<4awrpS{<Le(IYnPrXk;GK)yk
z0_$$WQK#HqfuAm$^qT2lZu$_QIX3?bJZ?&`_bKfukxVh!q&>3+XmpnxhTd|ZMc24{
zo}teWJLQ+<6KV<3m~P;39I?YE&{UG>TSR8hP@u~)G~5=7u(np?U9S?$v=8hf9bKzb
z)jt`%RI?1^fm??uLg6pg_0%xL5<{U1$2X0jnoyuc_asJd{JR3JXF|3V)7%&$pOvhv
z1+yOw1qSgdD*K2yaVlT@z-KrW8o$#<9p*2t`zt8w@=2MX^ov^J&xCLt0xp-rE)74y
z32>d3nYv4)g%CS?r3^Z|7^F~V-|>11Meb3_TSWa!tj#?5ZIX<*Q+<*3Hsvh-r4nz@
zEZ~9^1s+(9)AOV1y~aFvI|9y}?#9UcdV68m1#wZp<;mWChDn+m<wId;k+qECqfKg&
z263haR4ME1`FH!FQW%6`imEhMOOKV5lMOD>_gt|N!-{<KIf;?u;4p+|?pkYxR#6Sl
z&I6q5P~}$khl<Up>T>7$FyY*S#HSjjba*~u-yIu2p;J#3k?Rd8UHznk`_rKGJ4c9C
z5wdZu{K+BV;3&MYM1{vyMH(*M)4@x127z1*&VxI1?|$d;-88+>l+VJu*hb`ovmKJ6
zmUVAbcf+r^+Cj)2_Wn+zJ??S5N<0BNahw!*^!W90y5$VTLnWuMjIhvNF6R{{TSmX`
zT5h+WL?c1nck|PZVZBeZAfKC%b0(U7E(9mSmVx8t9BB<4wJXYX^R`}TN~eo!y*EDY
zuW7Xl3`1~!d8#jEWOQClJAzw2Iob(x-^7Xqpa{PoD|`ygPCqxbvtcTfX?jn3+*2jI
z3_PaVQk9=|<<m*_%nS`6$8r2|jL%QrNeG1i5Zi;xH5LA!YwVk7^u+U88YU}KRfjty
zSuY4>>Rr<p?@OO_0xKI|9kiEFlBp(OvMpUV&qXT|gfs6D{w21V4>_wRez*tw2(_O6
zEkF5xpV!n1rn}8dq2KxYq7U^0eO4xDzg4z3RXf_vLZX*aZV*_z8eLVsD*8YsDc5k=
zDs;zCYcQs@f8b!~<SFYJ&WG-u^uoIay=xE-eo;_L`_~Ugzu*Vgfu^7MLaeGkXN>iC
z*zLwV^X;UZ0UiL<Db1a(_e>Kpus61hj#z6G8pX~uKBsxCBB_6}{xH6DuziFU0j67I
z3n`0_1@k%1Myn-#(tmMC$IEnmU?tRl-54)o%frOUEsuO;lqT)Sfma6xf4Y;Ldbi|d
zq^s*kc(FO{O=v;BBRYx%&SF1-A&n(I7b4Vr9G>9OxGMzk#m#Y9+Vr?P(AGwtZNqhr
z)ryY2{t=KahS7Y^<*W$qL8v-Z?3#_Q)==iiHrjzb`-Ivdpu+bE;7yP?TYOw_(};AQ
zJ_grRObCUV84}^cyI!v*TVamy^}c_8zuyW8hC#q5t3S%yKrx}Im$ad2^)258GlnbL
zb@1`oz?kI?j*XQXL4W$i3M<=Zn1$;x{@@Z-KUZczP<gb3P?WBJrla{rKVnH$*AV9q
z4E$JJt>87@G;x5wom2-)&$0Y7wU5K@a@t>+!qrIpK7jwLDHQQm_SE_JR(a>V4?2}w
zRGLsSprQ*=($%F}?YNruL#;FG+~ePWohe5olK2*NLE2D#D%^3k*&0jY`${_<&s+}O
zFwZ{*gh?zPviLSl`V_RBYr=`~eW4ww81nsJ21-(%#}$kF8?a2vX9I=|R;RZa0bbwI
zzNS9m@K+~p*GjvMGQQ*j4jM;A>pvln{Wtyd<}{`n>&c?y`KTA)i-^+$d{z48DbXYh
zpU!m)fCC>4Ht5afT*jDn$3<8K&d#jI)b^O^k<Z-oU&~Lcm%|^y6Dgls6SxF*_2~oB
zLqn%~6-Yz+gS&Kx02L})seD#U;+zND49+*g?hYd3n0Q`=+r~I6EYLxNNya)xJlnX=
z4eTJgv5_-yGS{NgOX6i%Pl)X_M@PQ*dqQMQ27Tqu6nt-6pSD6qEJ~%068W!o>G<`d
zBc_l1A}K=}*@8s4c@$|b!Q;|WUp<b>>Twa#nMl=MP8pZwZLf;7Crc7@`TVN;XRENy
z%KAY==9J{sNt74tTjMm6DCE&zf4z(KT@QH;mni|`wNwVzh8^F;yL2zba?u5)*3xP5
zgXho<0>>r_-GCi)tE<&FIKyEc<3M0=y293-V)o>DU(8Dtym6_Jr6n_pkg+X~dD~ej
zub>dOwn8B!d5cY0fNWEM2u<tf=VzjgKC*;!n0GBgX{fZ=&VsWh%StP~<y@`seW3%k
z(xP>XBnsJ+{HZ+I4$q<-#da6KIj8dQH;CNuE*1Ud84B&WK%dy<5=L)CAZ#zOy{p<>
z-QT19Wqt}+8&=w_4tDuman`x8q5XYRG8yNTJFQ_Bcv44Qp`-e-l^Y!=cKG*QeXMJm
z3C>HCoV?xIcAst*{r*%KBA;JN?!9~Uh^dqK7rrTXrv{ShYL{|XN?*?*_Bc9Z++0>q
zkd+)Prjqp^6JmNink&0vxKU~2{FJxJnd&=;3G-Ztz4L}qgogjdbYU~wX^LrP>fYC5
zk+Z{4`;_<*Zacbj%o8xuAKdDm9pQw$tL7CaJ55xPt^PQPZtIsRd9rlRvbL89^;_O;
zEA$XTp62n377{-0m!;M8?e+BS`yD$rwi}|Mp7y<hj4oN|RaV_^i`Un%vBgC=b@Vph
zr$*GT>M9GJ&1GgQqSZqj_|aL+Xr(P~RSHsvYCky|1yVO6SE{GoLw$@6i;)k<cd6an
zn~6bKS1zqq|A=0k!t&i|pYP<T)RT#6+Oac;11O(dL++I~iEzOhowbk{3VZjd@1kN)
z0b7^q+pSaj7tdz+(LjB0P!B5WPJZVaq&Sr3gKa0H-fE3;b++s8BSF*SJ`le8y}ZhC
z%+jB%ufVTlIJB?PxOJU&JRXmK&(-!~32-0o^BLAdR&>Z(SAT9}2A`GF171tA&eO_t
z4#;g?o-->!6*={{3e?9VUBx&DR1|Jo{pd>@*>gqDN*cr)*c|1q-1ZgPb<_~v=EW^K
z46b4L)~06d2<(diiLG}&E}Y7+nItuK(LZ(A&G-cuU4I{WKNBnzuB(mNPCY&3U%_&E
zC>a=i6BH}or(bnqt7V;8i34jJd=|P;sO6|2tB&M&$o$ut7)`8~rFl3HrCoPV*jJGx
z{{F)!e?E(Dm}Pi+NgHMf>Q;OoH>x_jkZUVQ4Qge+`|CHVpZNzQzlpHpQ3=emxGp!m
zoL@{lh?74$)ri0HqhQggcuwM0FxwLGfqq5CyO%zcf?H)cd&aoLx?Ip@II@LSxfKK^
zK_Nt2c&AcaL$^W$<cmv3^dNTY+QZ&d)qtmY_pExgbd6e}83~6-VEgr<yj9Re>Ptwj
zZ1kb{#XNbDFg&m&dX)W++B+6qkjvUFE>bJ`nrVqSGLh74d`#YSCz9kcA_o%5n6h{u
zO4c(Trx`_4Oa{)BSSG-JcdNo%wtK4;7Et={Rg<Gm<Ij}WACFAVnWRHErscNQB#2(>
zkAk&BS{9o6m{gFsuLjvBJ8%<d$N$Ouz(n1$hTYSNKJ_89OdaLG&(4}YMr5`EHwJ{F
zpA|bq7S5ZjmEv3VEMy?OpvO=gq!nlKy07uCO6q$v%18t5t}yw#K1&|k<Z3Q|TVyIU
zP-mvq8^9~L;vjwm1A<DvRWRdXY%MCBgv>ZzX)Ye_eakrR1CB3jz%O}frJ1(L`u!<9
zexGgc3o1qq3MDr0-*fj+M;?^?>qKTqA2Po9t4OrYU_SBT)4~z9Q?!S3JW3s*SJBQ>
zg>~3XgyA!qgOvVj@?1Z0ZVpZOmeW?U+Q?Xrn87%#C=XkH)7d#>GXh-~yQ2q$@Qqt7
z{Iw(3n9FLtH1=!eQLgPq2iYeHw%p+A;T0n+7y>=J=`dX)`$NvH70TBs#HQC0vO6z}
z#D@;APskPXTY~47$|O|V3L!&*#tj?4Uha+Y62H+bNto2mW4E**=iZiC>TOM@utKGe
z72`E2x=?>{S4^K}&v<|Hi3IUDd@IRf!QXf$uaW~fAyA#A*mkq!F((qKM=+V5pX=cF
zd;+Ch+fjsORL&LWz<#iTu#2`-4P-WVYPh*Y6%Wigg$uHpQ$6LkMmY^V&XtYlzK)K@
zP5_^c+BDkx1*|f(EIpRXtk2<sdLwrfvX%r-spt}IIh02ct>cO=#Cz>IiUoZmE02{V
zKib`fa5g+|AZ@1xbT9v8p+;&-sZji%*7x3o)8^?BWsJ>vuLVA)(U?9Kd4aF-gOESP
zyl+{<8O8TvfbzBq-20g|911?>@#aDd8?J2xsz@ezWATrZr=Fo)2^y_)inEl`aBskY
zY8ROj#zla|prO6i{29e|`%LS~aL{*?hx|~&__yaUIjNvvf|mZ7>|Kc~9xJ81U5%H4
zgLy;AJ_O5K&LKpMsZ7MRA;$jlX-l@$CEorA$|=eDmv`Hdm&Hg<BzDxl{0?OYB)Gt&
z%W)KEQzENSia=tXH1-Maoe)V0!F(&!dX4-ezGY^a5+bl@t@v9O8+(W>nd$W+=tL&a
z(c!5*w!Fw(e01_^HMktwFS71$o8l*J3Vmer@OwxIy0X$HBix7j!)bfv)w?Mo(c$cJ
zb>EV$W2hl@dEek+{bRlhzrYGH4**8x>9+cEk;ZO#Rwq{jK*O{0IDhRm+kqD2`xshW
z7<e(P6-B~Pj9_cus)7qAfok)0uekB82?4G)F49b36-{@36YAlj89!DHc%;sXK1w7O
zu~E}j&fCr5g9^H;S^fMp#nm+Njmrcv9c{`{P54@#1|9%WJBoDS`_p0V>=mB3#KyH)
z>rpHt{8x=i_dyC;e5~@M92U*@IE-lU<%;3S?_bfpWi~241>2&#x#ut6D_TPsbz8le
z_HoJkG&&n$GErC3fnLQ8h}5dswFk&iu1TTh_+fq%h}nBWut>bYk`zN30BWmJ1jY%9
zbNKUPPRf1VqI|)f`<b!q)5KT|UGYIX-L7k^UGOn(*Tx4)YTD|2N7_0K**(3fteLKN
z$Bo1Xt{tQYgY*Y-V%0u=RCeEJXFcIEAUC~w3{`};5(;wVk25btB^FMIy*o0>o1P6e
z8-qR^=xJ)14It-at8VP>2}?T1Y&0aW0zJD_l;sKz_1UKFW8nA;`5&S_ZNe2#%yvwV
zRMq}t%>GHY6|+_k>C?A(u9BV)=uTRo3s7i5qlaLA{3vI^*F~j||MpE7E!bBB<W@gu
zY<&7lZ5HYoUE6FAD|IxL$j?e`T{NDc@11jF=lN7^kwF=7D`O7*%63lPv~)J31C@xA
z^t6=d(fidT-G^MfEADVme8!m5wBl>(zMPUe$gT}MTmP@_IoYm!dg(UZw}{!R(aW7;
zW4U`uGqX(+U%m%&;_W?MLW{i1jS}0|z2zx1h{`?pG%>ESzwhn-^Ae_oX8;~wB%ONB
zWZt=l<AJSgAxvE75lp3-u6UPOz;09QythDrtBNUjcgF342b^?a{^P)F!7!cyvYPJ%
zsc7lZr$|^838lrS-B+xzA!xQ2f$djLQQUlqsM5UxG?;)tT$(p+LPils4n~ee3Lco~
zbdRhd$>jovtq*#I*OM*rIeu*oAXe?S#6vv_Y4bwXgVXWg))uDez)s9m&Fi(w1CQoY
z>8U-U+bf#LFJWw&3MNaTcBfQ;QG=Q!Z9iqdCtkjF<QA*nT{~&pjA-&;%}+-~4w&<M
z*M>0(;cp(I(`e(88Da#6ufOh5+U+Rx`qm{5y#U)}<;S91EJ6(Ir(y<;n-l$W=eHS%
zg)-c~Z;o40BfX~8u3Q;3QSWt6kNGL3Hu3>HrLWoLtF`<l-Xz2Gq&^7fStNj81%)G#
znz!wEfh0>rTC)71X}zwnS`XL`)?Ob#;kjD(rfUrbb~YOonsJ<;nyltK358?h8MtV`
zCZ4L7^C*#LVYRK!_VvtGSGE*Oy`JS2?Jsl(^T?D%mI(;sShOrOdzWaG%=oQMChGw#
z8gvqB5wE}RmzzJx=TT$KS-1ETP8E%1%9F+`-QLYYw#SyP8U_2hEmKZa9#EOcN8_Qr
zYYzDt%%|V~2)A%vuEI=CZi`HHur+7pukKDrTa&PTVDK2p=hm(rxD8K;vK^Pg7Y$;N
zw;=Gjp~|TuXpX3q3}1|s#AMU1v!#s`4@$<Sead28&{B$e|0Z3=VGmavp8ZXmX}K|9
z5mJCKVj8MSw>{gqd{SPD(K~5qNkC8<yIcvs7^!NH9gA6X&p!$CA*h4B?%zXZ;hF6%
z`}#`=Y*l-%+LAdnfcu4;pw?O83o&^y1nj>_cU=EPx?^T$`VZ-jiItV(|1bYjyJKSG
zWd1)l<Gp|@WNj`$z#O9UwwXG(weHpQZ$pOlZ*K>7qCnC2)3xz{x&7PSPw;tO=Q;iO
zsqnI{Fe~ZIZ83MLbqmeXP)yew12X|bg<R*JXJKKy0}?q>QAtY&l98!`laZl?Iy$08
zms{!kx%f4<?2izGPN<zDfJBTSC|t^sU6#Lyqkv!n8|T^r!Pp3r#^s*I<&l;KL@Oh+
z^#dM=>kd>9N{>zs#0BBcI);80E=Uj3;Oth%$l~TX`LJ6HL~U#Z#PTm^y{&%(M1+$U
z6jGm0Cpa@Vj%)FdGQT#5od?I<0>s_^BM(K*?@U3#gD)nguC5Ltj3W*a7ql*J#qD1i
zlE@_peFpW%0XPH5w-qjqqY3zX8yggaOK^B=;7$O-G_E|cG9MJ_wxq6w5n_Y8r=4>%
z0|*buejRv1sR0O_C-2&?ui*!H4)~iKvTv&IQ@*XY+Yhp#?rU;=ZVl7K*xcgM&d?fy
zvAGTc1a-(1D{Cw33@EgPyf+|pB_@x<PZ&cO)>^obqffsW2V^LO9~f?z`?FI(+!zv;
zhe8}e9QJaTkNF$nL98*YIs$5J1j6F-DEzjQUlA5E?+yoW^Vg4{CYf$*dF7!up**BI
z;vB#(lXZ=$YD;&O9iUX;XS|~V^>Z=hF9+mGPEJm*h7L4`5A=tH-TX6KaCjTxH8uXN
z^}QO>UY;ioukW!MKCd-|>h>D6e{p^e9LmAT0m9Sk+wxT(Iv^d(z{v0lj1eS5bB*{D
z=Svoz^(*$%^&0`*4#>8o_0AZA@yqw?LH5OVKt`}-<>qJLhucU@Qqj^ylWe0``+Jm<
z7S0LOeW4NfOjAP>_^K)k2*D1)|K&$ak+tcyGg5%J*hcm@(9I9($H;;otm~T>NZGd@
zqE+9|NCIT{G#!%Q6Cmx9v7QC1x0~t55C6GW=lf^+6+rn@Yy9m;gY4GQ@;xc{M9}vW
zyFE8Du<>O-w7JF2(|zraduEGb^TVKm_nJGL44R?Ax%sJInUuJ{Ne{K2q4^_R6jIn0
zf-@&FKQO-bS-buktM&Afqp7_Hg7!NGz1JQch>rzj@u$9<F13Dn^Lqc4J;5*C-@fyq
z7i-ui`ZsxR>fexTP=m8QgR_{vM|Mftt1BS+lU7?+;Epf0As{gb?YPBE*u82Vdw;4i
z;Qg0)CuU&GVZX}ngf=eVzo9=8RXX+w(c7DrKYHtaj5hXK;>NJB#;}ma=9zwvQ?$5#
zI9aq+vi?73>l(h5yHL#zP4D94cRb;Xy-d5zSYN-+r>#uRZfnzV`Yb+UhrS`$AvAlL
zp5<X$cCm3X{iJ_n$qL5_h*|vab`v;#rJrZ)7oQpSs-+hFl<RsV(dmCY>wegSvhcng
z+=J4-aPFq<o<B|?zo9*7CO>zH*LO+Xc%1XD3BozDhY1dFf>Qj#?Mn@x!d_Qia?yI@
z?;$_zab{n|k6L*`e?8jYa9nLFpCLYIcf0;%?0R4C;DfcS2rl{|hD5*FU;DYf=9arx
zUf7cF(0>Z#;rgA^3jQd~Jdea?H#Z*k`r5Ot@dWuI4&?5qrSEFI2eF=TNPW8){m=pH
ze((MLg1>onW&2J%t;Q9%78ZXH5b9EWun%mN4x1m}0)8De>}kF{f_Wd@rwe`PU3^Y?
zs4dMaWE$I-pV@hJdoz~UJ?Qw+9?6^sJ-f}#`)SM{nL)6}<^FPs=&1(y9rxx$2<G9;
zVH!Fjm`vfAXrerReP<%|(0tu+{;<B)cv7=<pB4ybK9DfmAiJoV^>qx&=NIMMEhXDB
zRcQAYBQoTSPP^3Q(?REI<#y#f9VV5yYX3qfuYae2i3zd#fZB&XQw4kJ(!1(j`m83*
z?B^*OcfQVUk3;M2>UFzLcBs6j(Zz>P-~4J)A0~RZX@7+LGGC^|`zgS>=Pj(##6`xW
z@D$?2euU*nO5e;~JmW&CB`7+y_|+xP-{||av|$k8oA#tZr*7zYHAFVJJU|rOB}$N8
zaEr<>kus9=LQDTw>oj-PtiTLNo8bCmk8R<%_e3EbO-RhN$#vZr9h20_w$|iX?R*ea
zZhNJTfw;1<+h5*TVe5+vYWh3T{PH?=dwWLIZ~Cc#6_FV-2(_JUXM5*g7itf$YA3Hv
zW<s0B8k>J$@eN^}ixu5fAIX+>aD)*;_sn7|7c2Xi3xlgR8b_TDhU_+MXJy-~du6Vs
zu&{tz2&v$~pL~9Mf>OLGY}r0}vE#i`->8u=x@Xf{T@!7QIWC(*d`x!h+mw0~YL)9S
z%j4J7fIZ!;M4*HyU5TAV6VOH<$~7}i62&bNpCNNP!<>XlnO1n*NP-uq%2I=uY7NWx
zjUEZT06HF}A97^oB&IE_@nhd`5c%=N1*a`cL$Kf3*-FY#M8<ZFL?jxlndxmGESDcK
za8Zv!p2_@;_oJeHmhrJl$G&KvYBH}4o^L3WmJno^VPe{|lP!(Yx?Dxcxl(Q)=5AG!
z-CO<Bl`>=`tL<JjXmjtIj0BZWX{2P{)W0_u=&lt5bAtZ`<cs*r3$+$?wP0@s?SfPl
z+47e`zb{Y=HXIkj46snoo;v9oyGXads{12%5O=N}FY)-4LtC9w;NBSybDdMgNClQ^
zH*S1Zcsc-X(O4NN)>$Qvjg}e18;eyk{g_|w4S_>@bss&vD>F-pl1+<I!gV$Rr;JhR
zFX8nS+gsK~3Hv<~l2BH*XPHxQMY1JN^4(}KPiO*HW6Qwu1tSa?4D1Kp?*GHsIW-Bx
z0Lyu8+qU_xZQHhO+qP}nwr$(Cck@-HQpv@+$gh~5p6REn&P;+eTqtqhrJ5{+sv8cO
zcoo$N^*BHql-Wa6k8@E_5{NO}i`0yYNWv^=1z9SaJbJ7S@0u82X}(xkZAVUXrg**Q
z%<#=yv|>?HKXuzP&<kMtJ?SP+n!lD`Gh!w%w3%#7Q*Q<}zCb2anrg^7c)Zx6PP$r`
zj^hdrj!VAFJEZ}ivYNxmil%4uSfYXvjC~=<e)M38#sMM+!Ur%9xPQw@06Wr1mlsHN
zE0xZENXHaP*BRhV?nJJjvu_p5q!l}(96zR*nKs61`@R+r*-)}I99<LewIF&+^=*3a
zg^NZ(^PsR53_!A);fIuTGEn%cd!uYjWu1|-Al?_+KSdBME~D`OG26=d#<b@q@-z9U
zDz2)y74WDcRO^yGD4~GBHf3Dx@JgBCVH+9P$|75Z>2IXYvdPAo2*njqng$A8-iwCD
zG)Gzei8HnV$V{dVEOrsUGB_CN`D#tMrq;A-q;nWW2dS%>4$sZK6@gd#igGA+7Gxmm
z+{&<WFBEZ!mpXZnQi~-(c8R5h$c>bmk{{!`ddPXBrQxH5ms9Xa8Jb#&#_LS^Qr=Ml
zGgEX3>(Psq-nUt5kd1P^bw}I|Q-24WMF}kBX&uV$T?v4?mSkI?p7wWh>3Ww)N7g_H
zfT`VQBgw(uF>X)G<3Ia#=Ixv4&Ctj<BW7Y2&!}YKzpCTT#?3K|ej-E~^;eb!M#mSO
z2l5BJ-E6t8DR^Yx<|HbLR*b75QuI*0qT4QF7c9wW1^^xyHU6XkUJ?(yW91T2xlHnK
zj?35U4f-IJgttG#Jrq%S5K1(uXQKJaQwR(?t7^oLe4&*09+?=DV9uu1L}g;fk%FD!
zFO)vRg!f;TCsLJC8dxvlLGDe+7mi!Y5G(jj3rwMG$tRZ`C2-wG%bTX?D+r<;&rfV1
z<oBho3@yG(U$lAKUs1=7=-cIP0{fIj<T<?<<LawxUUPO*=v7#<sT#{GI5efujp@KP
z6~z(Sybg`0xKo2VJa-w@{nby#3D-j{$ch*F6XLme8S3ao{c^9Zf&{Gv1tL+bQ%vsI
z2EjV<q}vLkreIVsX-(MYzsL@uH@7ytSDkm|Y6Cy7<T-8qR`~LrsR1UB2)i0wjVpi4
zn`BPUc=1gQI;n7#PDWwMq2Lv$AdJIO$U<-jmD?MCx?>2-(u^9n_c^yqye{;){YUA~
zHE>!oBZu0Gnb5KJh!wvp>6)Np+GsQ_W5Ht7Y$=mU{hk1j7k_u{UulD+r?>MeTcLIU
zg|)il7F}kS=OIsnSnypkd39zt8iarx0D$IvDY&qa65X@55W~C$FkIh>TP9}6TX7GP
z|2FQIEl-@|3Arc3J!yr61pzP*-*_S3Z7<h7SIaopKOgbrON}hgO-<+0c0BH9%|#EU
zF^X8puLZ7I|A_mfWMX-er3pvVsS^_Iu8(qP6x0^3Bti|q+d7nAvC4yo9R_YIHb4#M
zn)3B{K7)Nej$)K|I)OIf#GEgU4vIyKLpq?Mj{gSYVSsrJ@A3Um#aL91&A6`WjS2}Y
zF||)5VrYxY`a=~J9s<d*@;hBqyit2`;1kDl;z#X`Yxx_}p9UkBtix{$R0{f6wRQ&W
z3QjhDW!m){q9+HfU4JEUSpo7|*yv-kSHz<x3v0=M1SX@6{Lph66i-sD$Af{*3{OJ2
z)iNG9h(550c03B*&Wmm>Joao=5F08Igx>$)Q0t{Su~}2_vR$E&)F-ybU5}+}01Lw@
zp#+G^9kuS+<YT?;>4Ncnx^d~hQ&RadNvoR4%toxxae*^7+Vku%1Q2Ys$2*E4Uw`2g
ze%+daQ-pJ!Vlnw+(5s!Vbd)&YA-_JOJScvhF`$z3M#&B<yapNfqoTe#DOtLUoVtZF
zJAIu2xBWR^6@AFny9bYB+#w*8`Hk6_cMyzAS4<6yFUPJT7Y*+-=82_0)lY#<$RKEw
zb*w<PG@4Pg_y)bQ_BrJ{fJWb2SwoOoJjpdQ@7PCIQ14JE(kYcMFXQs3sV7GDDt37r
zO;B-<u`38h>3l`*nSyQgLv)Wow+@YBz5Iy$S-<&PPiUSF?<}=D!iE&S^C!*}n*s96
z2~xFz>Ft}!5r*qqu4qoCZ3g?|`@r0G8TFpvoB{yZ*_vbf)<t@5(B<${9#XsgF#CQu
zg`fiQAJumQB(D3X#dQNAK(kLQ9OT*zk0?WYcXDft`$g?hA!ayVi=r_^9?!an(6;M_
z(}5?+`M{x&!-AB`9?r%SHB;%|;q;u+ZKgh0vf~TAa{L|Dex+>K$!^+zVU^dc(T|Gw
zbR^*fen@~jMPCaPg<<NJw@6r=z9m}IgqQz}UeF_d!EO|WveQD05o45p!mP008QJ{N
zJA){yeh0yu6k}`XkQD<Uw+o})vZDf_8|OdAb+c`=)*V(2BNGjOf~&Ktupob`YS8QS
z2|FcDm~%=Fzs>-bry4znea~do=vCO1rJJgFc$h|p;^*a&rn*JGW{<(BnBty1G@#6*
zTbE_!Q8By!l>IiMOF(uXs4qSUDny_X=@N|P35cl&{?1wx>}QAH_n)}a)+QT=g<m%>
zJK*f1NQeS${>Y*krPe)Dw!mW?Fru|h4FPjur)8Q?k9Cx3$Q287VQBy#Pb<1en(`q|
z;PP9=JmKtNXx6bAx@~219w|HnAuJ^RFksM^y$TVA4;-%!v=OMyQ6TU)!0irH&9?h2
z_v@o&59T}M{DWy+96^Hcg0P#GtN##TXYnI6KEyXbKEYtj)RL}g*8My4yAE9|(amzf
zIf1UKi6Ld)c6yLHZ;RWNOCnRYL_$k46k3e~A#s3F;RV-LJv7Jwg_cQ#p*#X|e8eth
z#Ax;&<2=LgY@MZYJs*rlJK-?3aPlWd<3CTgx(8Yu$tOTkP!rN3JopoV?uvg>`{>qy
zF+;tSitI7OR{<yHlJ=UL3bLb-2z>X>WSp?YfBBIkqJPyt&y5e?L8*m6w0DQv3s`&3
zDgAW@&8FQ7x+t+B*bO5{vKc9f`N8AXS6LmO^RF?EH*y%1(JQHCzQ#j^qV9nd#&5f4
z>1B!?U(^!_Fhe0{RjNBS!cDfGeH{m%Ix=_hPriPLwOg02;O$1vl7!22r|Cr&ZCfO?
zpMsVoL8h``);V*Bz-FuJHq#B>@h_un$KkUyx&{q%gE+ceOmVG&1&>Skmhpcgv)d)T
zCQ$3@sp>q`pnX<q^*0h0L)AKZo5i%itKf#Sa-3-rvQ(rZis^d(%R=66`qQTLE-QE8
zOzc;3T^Qeb1~3w)q?(K(xznq$QQYSi(+`!KKP#a#4S0ApRX7|SJI4y?XsvMZGF#=%
zol!dcR};yE{QW!GmDV{%1`%ig>ib!L-IN%M4Jg+}o&F;ht)@krP^4-JQZ?&k%GDb|
z?~&kSR=%5Ty(*Cu(G>`<g8K=jcr}yVj)@$d+u$jWcl%5RXT)wRUi$7~Q-qJVz)`YR
zc1m{_bXvxBcbVKI*-Ghjf6v41kQEnm*(ZywMTs@=@%$A;OTciV;`X+U9_z7hCnckX
z08Ur|@=t^+B~fO{hZKr}*I=3l0gRe`<FO1uD&*j@QU=>SHONh+XNucEN<;m!WNN#f
z0%nCp-L4dn?%Z<Gx3w=JiaOt7`q5(G?pfX9K+EY(Z3j661x8|F8h&67am5Bxqs?I!
z3iHhUQI&ld)kvQ4KW<i*&8vjil39%Wm!ex}7PL~>T&c4-l2EvcJhO(Mb3;UQv@#G>
zf^3B9UEz7Z^{e7qp(g}qW^!@}KGHTc?iq{1`NSSJT%%eX3}bZHV2x%)|Lm#5Fj<%j
zVIg6{5q1cnqzhm6UgL3U+G2q0joF_yZ&##XT@u1WJ+YKAOVEahnn|g?)I<o!Gq<{?
zf<$x-`9EaA38{DLbWCW3PTWL}YpDn?oAMR-`dxC0T)MxB5B@|p+vBoFA%=`&WZ%N7
zopuv2)4}QvuqPc_`V*T666YM<0v@P6kd=>?J0tWi;j=CR0`yAX>Vx)Ou5b9ydos%A
zRTC<bTwyevy=NVqWt7y0-r)X#vCKh|yEBmFOz_$)#?p?KQ=g<f&YL_{6U25VWR9Wt
zW4%xT%dq_#N>J(|-1~WS(KTKl@?_82V)jo!)rHBxJ6Ro2Z?*ygG>fBkf@uqFLK@u$
zz8z1N)3QkN7`UX#E=Hn9frFAA?GNo?EI{+pVHB?IwI#hqbe9M$mlbg-EBL~Q&_{+Y
zeAu4_+}@@c@@c3;-t^|QQfJcJF69QJWkH-4<3?acFA<p(bL^N8R9XUE+^JO7!*&S2
zk~!(kb>Ytv`lm=0<q5o(OH)Zt6$)}^zbZHzkoa9V*M3(No$WY;Rn(hXzboq-G0K)*
zvEG^iKk+Rvm|avoP)a8PBOc*v9RTRrPR?+RfuH?gR+VXar2_p_{mPyO<ws?h|K4JO
z1|28K2&5UAO{X29w9I^U%uz0vI7yk#8swp82)%02_wwwp!Ds!ZVyLNK<%>U96cY=%
z>zb_upA7aie^I;$N6&js<jo<$f~~TeeDx4X-~g96;jYwv;Ii<1#Ycl&_T<voT4qbx
zwDb_@C`<NF3VNGuAz^yj+Gu*Di$pPEd1doz3ubJ`kp=P7iL#yF8&@<31qeAZC<b}V
zjsR{}hA!lTd}$x}XOTTgZ|<uC>|!dXr3LG{+G<zJCS@KFMCas8t!%*1yR3ws6qwbW
zNdk_0DHC9X`kNDyC`>4QcCc$Wbd8L`oe^5+KC>k{M5>Tro)5cUCLFrX(Cp&!f-q$P
zNDSDCqjSs1G_8j+f(Y%WxC#!CM!}uHn>n>G?l@v^#J@U-FswXSoelVtB48}#5H*CS
zf$4$veh4~%y(%}%@6JYyUXUW65cZahzbfFm@}&tlvZ;DBl6}N)o+1TuHH?dQ0!j(y
zoi@gzGK!9|I(NAVR0neD`4ek;uTI9ev?xa$UNMOjfCClBNDlc=4@MWVNTJrAk`P*`
zbDtBCt4BpyN<pifl94#6gC#?Gys{I}6XqU_xc3OBl*q|z6XM<K{baFr)ih!-L1TZ&
zMU^EXfOFxInbT|#TyR|+Muchi)6=v~6%_Z4+mM_k>WUn}Zg-KyLNeBefR;xesOSG<
zoL$sqXEEJ{cLaxR71j)dVW=Vy^0x^itG_hO8qh&7#RyCS8A)q;mjv(C9X~e;7$Rgj
zokfUyV;PWz@?(<l<ORft@@cvo9>2o!Vn>*!&E1+xZ{tT@iifAeL(92P`5&Dq!iG=A
znhOmoQpG4VG1IA?NA(ANcEjIG)~M308tbB>xsgl1x}w`a<Zbtt;_z=J#^nuKE@^Yq
zy)l0R(fb=jrCBqAjQ|(*BNcTmqXjUrPErZAK}!=2+h)!%(!2+7->c?{cjzD{WYHg_
zM6^lsiQ_Cj;4+V<h)}%|ym$Gv!xQsb%yG}0KOiolGbQ;LrO9X~2?-??{=Gw6{ZqJv
ziRM@iW<l1;{E8-$p#oz{Z^mL+FhlFv)t6qPiUyO_(hle#s<pL3B0A$KD89%xEr!^@
zkUvQ5wWG<mBQqPR1-%5VF}y}VIa>z%Wtf2tcplK@OF92#f9jU^<3<xr3(C~W?X)pv
zEruo>ed$#IU}7~J=x315UFe4^g)s5+zKRbS0cw0-umH)8ROnK(--=Qzw#SuTn-4JZ
zQawVW6z_?EJM0oS2Ej-NTAjO>BR|Ll8~FlT{2Wxl7CseWeoYIz>p+O`2*ao)1H0!k
z_vA7@`Hx97`^Fs2i3ELOY_9~v6T{Dhsp!?JR4I^8=DnuDJV?FzUb``;>mYga8VqEP
zZju~FO5wFX8RtY$!NHoNyKbTr#ev#1Fg~~Wd8PUCNuEjwlJe1qv;kciNqN$tt#CXz
zZeTIuu3d;g6e<x&kX0%*C*{qC3<JGW?@rEwSOjZngK$?l_7#v<H#;XK9*x6BbIrH-
za%iyuhy03SR{vi~1R%LsMXzes3%!3X6k{Lo`-E&V9+sZdrC&`lpP<@_yr8Yb6NXl5
zBN|wGBf<FC+EaaG`0yiDK3rG){f8m!DioysliPGK)~MVOjHe+t?_^A~D9d;8ed<n=
z%PiIN$j4-Bc2Ox$r@+*`2;cg7dHVE)nFh@hqEOJ={C2-{+QYI_%9$)CzFz3m#E#?=
z=W6-bwhYDIQ5R$V)bYT?w+h3p0(d%Wwx?gBbP+&VX!C(G)7#L*Vh48%vVW~7lkD4e
zTt?hS)s}SphIv~rJ_>a35%!7&M2m3fCo>UBV_fpj&wgBnCH#*mtWmud(C8VbmcDCB
zQ02y0((QQ<#}M$o>1PAlMHiEKeO9qBl@WIac$QEwk>Xm*r=^=dwF557VL8eE?!iWB
zp_8>=|2y7O$d+N2&klslv&e7lDKKJ5l{Fg@(mNflXAG&tB4K)`R87}*dqRbjsM7#2
zAn1;DIEl51IKidzkQ?L;z|#Jbu5@HD(uizZDJK-AbM|xd+EE||v@cb1Lh?2+d@g{E
z9Y5#B!qFH<Ipt1gw-2RNnxxxE)`(eBxrNPtMiqH8S{&sX?k=Sh!%^M#gi07z_@p-Z
zd9H@Tc#}rv$)dGtdh85(vN2pUrtAfMfmimj!1C2Ul!V61qCC_1Ruc~7a%#&N-%r-h
zuxY)qm=V@^hF}+8KUUD-f=H9@d27Oa@1a!eU(Eg?33(T*2(zRFs0ejQZ8;5ym4JcG
z>(GU$xw0Do_ASaFPUyK2p4J$h6)7ic%)^NVsf4HN12m~~tKoDae~gn%P1If2LoG#e
zo>~<*?NGCrw_DMdy{Cnocy!MUM`Ai*ZdRFYg1;By8n^x5EUPynz{EX?b%!}|+8x2M
zvW}Z_&X?TBamD+E)jE@vY8Nfd7-^R!v|*#H=R2MJ3`D?b4j>vlgs)dAuD2u{;g*ba
z0G6c@swkj4D?BzYSETK?8}K0r&aQrpZb>}{!1#lg5w;1irddJdlpUc9xRRCTvX5{5
zl8LL{%6pE8!2Cgg6@?)4IK|p=jf!*=@)i@9{Z%4Z!}E~NGf<yxK#4LGl)_jw6|3r4
z<&L0I&WriFJ0RWBqm7#&-3>{tJN}B#vM}2xY$qkN3@vxQK3tj<r<&k}JJ52Sr4jKQ
zuL7JQQIU>s`C=W{@iF;|S1$|q#Xkz`&GLj<ua@~PoRI+SSbO^<CrHkW;kA-#8%qXq
zOzvdU##Xtg_@LBTzpuCAJ#BH7xHi8Q9<ae%NzdG`RSS64*H6k3Sr~rfN8M3RVqn7e
zW^=d9icxk@AafZ%sae`W01w{v`lp$_6$>A^idAwrJ0s-cBIw?I(;sQ8^A{=GG+UXq
zHYG$#?yY#M7%?r<?4MdzgDa=@9+=^KG`PI=H3)X&vPIm<27FmAS`Gk$quu4;^{_Oj
zrm<v=zW7VkTh;Eo9GNI9QPk;QBK9JmmKe<E8cz>3VD4HI(mZ)&Y(JVM4t31Dr{YI2
zSZ`)5rj>|o0gHw0Buj3je$n{JUiaykgPxz1BIc1S#cMM7j4Qj2Q;($Q@gHYSlVu$f
zQ#zqd1O$epRimtBn6FF^q7jK*HI@+A;Cb05qAMZl5;CsZKnSL?ksAj&$jigjR~gS@
z{@J6n%~J^X*_grFaWe_ue{IAFyz;t5KoZz+J|J>M8-01#%(E+2ULhPJTevC`#hsyX
z*8D5qC=bJw(7^RYSXS`ZiCo^7b~q;tTFi@>2>~#NfqI&K5iTjZbA?DAuTo*2==h$D
z{OR^<I#PpytQ8(B|2+sJ47LtEnmi31Z<chX?KD7N9RwFKQS~f6u{{3c1-Q(Fu>Ss<
zyM)t=q&l=6g!yKV4+Q*c{MatJGMj^1F{^@<k-|m&QEofIltTVT^t=ClO!8WdhMb>!
zV5;0x#usj@T_|700MRq(lHPP!`uv`Fns9$O3JE(30(6F}3N9cCIf}U3&V5;^{s!yo
zf#Pz%Di#mWF<M7b@wvS{N(p1J6eyq~w&d)N;a^BJYUPM4x??zo`OuTeQCct_q`zjC
zTgm^O>RE2CWTSfngo+a|1Wz2I@5x*4i1Gb24x5~$>e89KAQ!bgt~CgP)u<v;Y}uht
z6?A*Ja75E~cEqdE*V#_g>m-aIFGU4;a+50P(D4R;#P;lhiXwpKr{jXA2_H21?GIl@
zfZ$*L%Q2kR_>UexHmcAfoU!XdoQ`Hd?QQX;_P>%mOfkb<)6q9}28eI;XRh{j!~%N2
z-x%do8;S!PMREA=pMRNvVDSw~n^O*Szx<b#U`gheV#`W=e@YT?(xtJUw8kj9#u6Ne
z#6-|`o#&GKVL%6y(fEntC+7I4dOj`4kliK^)nGtc^>Rlp%5J?i#Poc1CWKTMC3K+9
zmQ!%i$VqPm-OzZE+<95Yf;I^ed@r^cSGp1l^V>nR9(T5PsIU7C;SCoxT%WS8TFg3N
zW7G5ehr;NCTjLAkB-H!VS0Qz%k%gGo<EVz}t#IxJ67Gx%P*kzw0YNE4Mm4)~{_c%W
zmZ0Cf`f=9Vl`4bQ!X4XnsA{w3a?b&tz*y5^B3w3=2fdLhqd7w^AqXC7gvm_pE7a9z
z71!ngYD&7d5zLF|Fk;5B!fJXwJSM~0UKY^!2{>68v^NF#W>Y;nxz>!42#Np)UJ0*L
zYAa<L6>BH8MyT6JI#?*>3TUgnwX6r$hB|r91!~#=%}Wk5FQ~8SVy5lnX7zP$xz%)o
zpT_vhYpPWH;6?AVI^3rUTw>G<=9?%<ww282W+b)k9~KJaVsq6OR}}tWh*Q<Xhscp^
zSEMTayRQwJ(eLAsZVx3mJtt`;^+tUybR?^g+ln>SXZUf;W7ne9hmdSpv7>~I$gU&-
zqgq&<Pwej495RPVP2n|rJu((bFT=tZnAYzv%horeTUw5r6s4|1tgeTAK^k>A^YsDR
z9It+k`Gq)nOrwlw`4)DY6?7%2-mu+#_}Yfp&f7g;ya}V!RO$BAbAbiDZ2QV)>HtxO
zc!o*hQ}nik5<w~OXzXhZ#wCS%5EB0`&C^L{!cV+gXE9h|)XTzTPB?;m4tRL`_FcD=
zklX)=oFWnnLo&T+*$4>!Iv}7e=>sg52}iusTeob@z%O+*nsF;C^!{4MvUzDVawRkz
zrK#qNT1QGsSy#@dgPE~HylvYm7`|8VEN`L%w$kuVk!D|^vyB^+4dNX3Gi%e!X+$7$
zKGuE4^!vGuyBBZ|8mcTK31&tydEWg8#i9uptwqNXsLZb!kaa1ElurmPtP3f9agZ}d
z&~+9jDb3A2o7sPNWd?nm7m*g7{LCR*-)9RkI5~YlTbm+Q0w(NY*oO`y@hheG!+PV^
z5{<Uqvk;_B6kiiA;C;YL>5vCQdy?PkC7F4$?Z?><<x_KTcaIaPfH-x&d~>}4j)N?$
zt*3EOPdCxTTgl`x^Npjr-3(h4n-}p>r&pVw-(!W;)QB1bd$&GDs&xit&A1C(pYm}r
z<RUMQL3X6(oRS4|kLP5drL?^3ZZBu7{OyX!w)*sMJ3SPTh{YX{Dbc5E%Pgc8_94(J
z_5kDrPjB?nCo9O9Rat2ZS}E){lbwzi@z*tu<#8ME!Q`=;6ky}ACnTYQIu>!oJ>2w<
z_SvYzF9edJgA?qr1PRQxa4`w%xwxbUX{*r){j(x7or^0+ajiCR2mVG7i~aVt-cypH
zknyyBl#8g4`a24=FGVAU*L!asNGn92DjaDI^7t@!b?}~*JZ{>-3;#TMm!HV`tWp#x
zGJd%{sHbUsKZEBH;Bx1m^#_%&Wve}1J4tz~hq+0qh=7Q?P+*O6X!i9zwjVEgzlY|o
zMg-#*Kn{zeiJfh}6vWPdSYzyveX1qS+pjD<MwPGI5}EC~2Toq`e!<66@_Z(PWNxWx
z^`2Qus3y%3(jDE))XRHac;4>eyw5o;&x05^-4#q6E)q)#eiuxb{o0UPG>guxnoZ)R
z(_@8~<rC7sF(0C4TGlJ)t8*}XM@ATzeG@#Sk=$Mh5SMSkp};_J3D-hm@1vc$BGRpL
z>K;u$sSkT=-p&_<!(_M7>#POr1L@TasB59)vo7M*e0Lt$cA7}go%G8)Y}89RW|FU3
zf#<}Y-%)&5d@UQ>(;qkoC2@aDbaCg*&6E=#+P^qMkbF2`STN7J>dQ?^Ne^%<ZAUI;
zm6DP?5;<Pko^)28mC*%5umc}QBMCznKcNe4ko3@v`@kSAZkDer7%cw{+xmC|QL-!d
zxmjgBa$&6GKF~iwFmeRjTLFZq0?pZs_$e#eL)BF6GBYQjz`%R2{pXEJ)#@qwwgz<V
zcwkNFo-8CN(RpjnUt4uWKPJSG3-#ZUhH}N^I%_E!FDf9PB)(R0ZVGu!cdIwUTYpIi
zNZc*yu%@epwCCoozuGz`yeH@bTm>M*7UCRH%v4VnK_C(GMp3(;STW43Yew}`g=z}t
zCI8O5*PmXRxb7KZtE4gou>V&F|IS_XbeKF=Can02x=+#N{VZVwmSDS6gIrU*&uiv;
z4^OxV1R};4`I#2tyjvd4o`Zxr!8t(1T8tl`ddYW1girb1wnK#oKL`JOjmVeF)HV{>
zMiHaSs6%j&d5*0vBH^vBcg?&au4+j4@rqN1gSsy6ER`Q8Eyl)s(#q`CusGtttXx+?
z!`L`QQW=8dy7zfgAjC@6W7mPDn{NG`BR(Gy6lnoUI<67hMt2YG0W^HWO1x+-;^j}G
z@v0v1THm5_-$T<AeJcGD+cO0%I}c6L4%}3YkYlS;U{`Othny0eluith#yWKHTeNDh
zZ#?70$>|;e2~L9gMG4c^bj3@e?0TS7=H4t)Q>Uu{rXtU?LN`OFDZko;iVPniV%uF7
zmD=i+kKf}k<MzqHTqwJVY!eH$`GRS!L;DCD+7z_b$tE)hG#|nDe(>QyR72zZ^hLdD
zmh>T0zeI3Nwh4`vNZ5?k6d@QxEJM+tyJ%|q$&jn9wYdD)@L34$8(!?!$+&j2HQvjf
z;TM`aXwb>Ps{zCOp96k3t5Ia6@SQof%&y2Vh_^GaN(dphz`yy4yjax<5(x{4V5c_q
znp4Js6B{d1=r~l&7|UmSn$q1RXNG_CPIS#QA-uJnDCtjA`MG(nWkE>FVGMhLES=mt
zt3s5mApr$~PWrB%`a#oLd?UjA*P*&hzu*KPazqZd5|}vR6FHvieUF)6Bid#hN3)8k
zS-6$)u14>zV3o70`!x4#iJq0oT&qPKg$QyuukLLMHjbIeV-yr6u9C;sIOSacx4EUf
zWUM?k-;XfKK6L{Y0z5QEdSJa79FVXdYJcyF(%fN5n!I`k^zPUz;@5ngGcOnx$-8=y
zMovBo{+Ay7)cr^roq^cWyLLd(*xkhZMz_`|%4Itlk$drt+f?Vkqc~JROkr!lNxpHT
zrPb}l@&34zgYXIeX?&eFaIw*h*-&p?#-&_>7$FS+?QXZFy^mhi>G_t698H>s9|@1B
zK{Zo2W~0WMIL=(IIBQij-);oRX)KJ2DZmAuhZvY|nqri3DH!uXnjw|00eU~<U2qR|
zk2p|6m3;;qD8_*xWz-@Aha!>Ir-Xs^6$|Tp2fCYMj!>k-FP=z#dvC$f39p^=Z-pQF
zI0qH_CU-L8Q<Yg;ktE##R=~#BbYu2}+S_z-qYTt6m(M;=qx1A~BkpRacJgDjoOTOx
zA|-JDf=<oI6oD*EBv^!3^Jbs<(%PQ`$A8mJWw+-><Aw%#fM0pn!Ndmx*flgGfK#2-
z>qabsa>MopGX+EWg*o}nTGLk5L@Q|NX}Z<24&v#%JH=$$W7lA5m+iq(j71$>N-6b6
zW%!w@94V^`-(u=T<#~hPPRp1dt!&;tNNC>~T!6dxm>zr%#=(DD#_UBGm|OT?bnm!j
zTs5{}{s0;?GskmJ;{at1W04ZoQXsxzmI@!@PquZqyRY3QzZX^0O6D?ARbP5hWV*8L
z>ki$X#AMftd{+g!1I2G$X))#!N7CH0k1%Lwx+=20!6c=1#xU$sNFQ13RG<xbl~xGb
zhSmdf2u;@Yc4BF*H9s4m{6>2~qMGgb{POZpTdXi{5cD3jb>Q(gciTi$h;T`?^wY9b
zODvkyRcmA&uTE)kZr5ji=^**+v_S4LA-?O4u%9LH#_yo4um6{MX8cNa<K6-_)ua>C
z`H~!wWnQjc<a_`<`XZ`phYR<7W3)u>kCPS(R)tNH<&L&zv+bAG_=()6w_?qY64)MA
zUbBq>IoR->oiJZ8^^K&)Df4(xS((b}%~b-x&N4Q~XWfaQzCz42xFmX*-NG)W%Xd67
zm3v*&{{Gj%c9kNn1m_*lVNc>=m{WkEf)3v8r^mS1A7hjKJx6O<9p$TjA&h<P%nAe4
z$xR)ooIUKh=V$mYZ;<<kg2Yg84e`GwCEhQ4;930>#7_{`=>=&oSa8Q17M~C*%Ze|$
zJQiH&G2kr3v9qUC7ui5BmOE_1FcI^<qH~elqrh<S0EGSS@;nJ(P)oqL>{b?tF6@rY
zgu+PB$8m}$aOThy?_+dx)#6K(zTPAjZLvK(`QnspZ-?Jws_D?DhkD7s#w#ybHLkN5
zZz;UZh+?H+m_(*be3m~FTM-sX6yF~pW!-AAOPl_uv0{Vv7w11{@0vK2vUErEw_%j6
zb48q&Hr-%aBsQYd*l+}C9&5*BXt=P^fRY$^V1ugsCmf4AjL-p`e=j!ll_4N=5*sL(
zcV>^_NvFgVpgv(xN6qa@5}e3tS9rfs_y6j%I*p_>R+=Y2v?C+CY^}d&kF{vHS6Q^!
zWJS+<5jtj>wOJFwPfc<r!zTbbzt$4tgyJDtwEoLvWD#?RqZv`WEwunnU@V1^Q!efz
z$^_sIHBzGUC*g=hXdCTlCx?T8Zdlo(7dj+jAy&vvHo+e-X2fQ#T1-i9_ine6Y%zP{
zg1qDQMZb05ki~}fy^c^zRC;l9;INZJpQQ@6-WrXlnb6V$Y9(O%<3qpUXk(_B`+g4R
z%>PSWj2mb1ITIO|f$0}=y!IWr<JmsPkO}kWhMnHT=Qw}6ko0*p$rhxF*_T3g^gw_k
zD2}12Oy7141mPyy!L%76U3NVlipf*vI|^OpF`{c7-u}(cFRF5L*z0{%<ocEjHpb*R
zs3IBj3Mc6uaNa||BhtBk6O6AJWpo^Oa%T5!3<buA+}o+-oz2KxyN#u%y4DF5vLN5Z
zRM5o|73?7%AVi{hqR19Oc+r>4OUSM`8s5}gelGFGq^x&2vyIO0(C`~*zl7=BUVzq9
z`_sP(%dmjvNXO;LGs~_2yoac#aW>HN@iE(k)qziqE<XLJ)u%<bT0%x$p=<62I11|%
z&PXmS$oD{h{&N1HfcQtL0_=7D`J2O8w5U}O1jDX{D-J)Aex{|eKDVL9pc}Gs(ngnR
z7_)Yk(QbioZ#u*^n!)S;HF^CV6W6RXIIz>$v&nM-zLFc0ONU)2VFDbu*W-2Q)2Nj_
z&N`UIZTMnD#uxu-6+jndNsd%W07FekOojN4QPbAs<9IO9$BkF~FDIb(b4P42t*VdN
zvgdn$aNC~LcuDB*xrUy3%oBhwn<?2ubGB5IO7kzJ@p`BBi!i}8golT_1~2qo<_4yK
z%L;F^Ym_l*v1KJsM3(1YqZ&9<d%0`$x&T8Vu(tuy<YRI(J@pSs$G}mi1=caThqEvb
z)%0c#E-};OeBu{#e*)0809$4z6e4FYQo;zKu>qD?bkP;F1r@V<fc<ac&kE*E_{M5@
zk5%(f0zmuNEJUogZzZQ?1L=kE3bwGxP|dtmF<sKDGB$iw)th#hbl2d*X9Z^!-<Oqs
zADP|x1p%gXB+vNnLYK&ioEo#vflCqI1(tTISYKzVzCLE&^4U~E&(dMB)fbptQeSLB
zkFgoOn6F0?K?`A^M^f7&8BWVSKkvQd$ZgY?b*`vZJIW)ak$Y#s6f+=I30<7AN5BUM
zo-56<7-jM<&>lvy0>+04tQpd!i@Nk`s!W|_(_na%<YGo2SQdFlzY*~}uZF-%5aI3t
zYSef05>=zud4$&u3|rPX^BI#7xVCIlX%g#mQW`+Bsgs?7OdgNu3lSyZOSt~_)6Orw
z<GkTxY(sUs{;KAuxVejmWQwp5F5-jkfKi$my6<pIL)mHz%G{<}{mfi(I#^gzAhyt+
zbB$R$2ppHXZZ54NDVZGy<v<YvlnIWSO7c&u41PlsAT=L@S*1IT+a_mm!K5{J8EV}w
zrlegja#zbuuUvHJv5gGy<(G>0*SD_o)T>WFoPg|7`vg#6C7>_tu7CFXV4Wp*qpyTf
z*eFHsX?l^?jxC~>mUCS(_GCv-Hc~2yN)#-S7YPzKBmVK%1qNAObA3%2h=B-R0PtaX
zCHpw-3bb8O30YH=0(gmXsvMEq1is-3#B;)Bt`xsFp*+O~4ktaF=II5j5{D&6tgWvj
zANS;h*<>^Xr<p4hDU_~oc&am|L>g}f#C}-6*W*D?-q)@wN->m)pS1+@^TrALD`_5-
zNW~`4P0D<%h)zMwFio%HY5x#e#`;d9f%5PcP!j9b+O46dXCwrPgY7actl#J_G<2e3
zp5SRZPsC|d)rpFgvs^sMju^P1OD$LZF7sAg_DUs$+&COiGEk5qYi4B%zN6ae2?0`|
z=gQOCSf@*;(E5`Rd8Jd5<rQ6RjFA~$=~Uu5X&=5xF_;oWw*0^ajc;y=#P}cs(na-D
zQY_3NKDbL2g3$e>t<uLaiKu#{Nw5gi2EXt)4CsvWgiPuv2@akI$*>;d+=1(E2rP*B
z14tTL6|uWe1u+=)I@BXS^w52GTjp`sE+|J{^1TFh(^^CqH;DM1QDW2G*BY@-b}&2k
zFmd?#&h(uT1<2=ikN`xh0k5|}O8Iw7a9WOg+l>+E)^**uZQ;o;T|FVgGc?&EXW~fO
zgLyq#2=vVx<d#WoYX3H<^o;Xu;<LMpvNEED%*EtlE8Mx5IOGlM+SHxs5m{!c*s1do
z_IS6eFn&s5G2Y~f>Ut)vM6rTx1OM0zx*4a)xh~%e?|B3HbYBz%oigsQ4Z6r`&di%U
z=T#*t@_DtH2;OU1dB9|Dg`f{Q8{Ky6@@K?XVFeumuNZOknr50VIup$6mJ9Quxy7C8
zgbbC<+m{W8CvPGo#|zw8DW(OiiB!d;NrT`8&ESF4gp4A(8E?3>o`cD#Q%_^Mn<!e{
zw$ZNYIZl1hu#bX52jU*bj*D1NW<}ikd_TlZ03TPRl;@NP#?Kkc8<vHW$=VHEOJUM_
z3A=zAc>z{$tCZnTX?r1%%>5`*wvW8D+xr2@n5yMzH``3!qf%2=+DR4bmYRDtG8vMF
z{^3p2-i%m!x2)_O^8KJf)BVbrL2069gP30EbMJ6BaV0AbNjJhc5~^|?7*mA4!QJgQ
z%Z<MtMm%CFbio$GP5%+9ha(fxkPypRJc^xz%WKw%Lz>-&7L|~d9KZOF@{_d1+zU)Y
zgC{Do?Tbx@P5C<<$voBj4f(0j_Lx2E&BPK@ms$T20Ku{MnIul@tCNM}z8Q7b?=CN4
z#!kmOy2zvbW4hT1-W30NFA+CVgzLR{9RYa;J-Pbie}9QewDK9mxvGpvqkQ50vLPAq
zCe8Q8M@l_KDq4317oAp{*vgZM`fOW5U?JxHP?++`8W^*~@}F(a`sULi(1u^$S|-Pu
zK<;?sZEMCbkR$xnj!PmXl^qqsD%jcy{xouzkGYbib+{T+-kcE(JvN=|zU>rpseS6I
z{bJKve6kAFPO56|#SY=^Rv=$Xlql8Paac-Dp8U?w5ZAN8|L86MTS}idk&6!r)_*0y
z12OJfa=Ih>I=4ZmNN1sMSqqg@Sfh}5&k3n5$WJZUWsuc7)N&i;4L6DxjzNsWBhiAs
zq$0;Ji<@5xAW4-h2YkO@3b)@%686%VxIk0&u<J@N;ZqWrxlTs%P*$n&IIq*r*pb7l
znAz`q|1ly<+t~u{+FEYHB#;b@S=LKcJgPT^Tk3{D?T=A$0+~_RVroPht0)TcQsY1G
zZl$#-jZa3fAWJ?Qe)hj&MTR5suB|&!=edOW?g%_))J{~!M@JivlZ#!T%&1Ap9u}TR
za%ya^w=#mmkc$1%l+Eq=F@FM>J`%CH8ref|-t0s0J}LdwGD#dfzu3T$kx<7Y7)C6)
zY`ljHTUeNP$ld_Mq5%$h|2AGo{uYNqx_UA{)?J9HQFWBm=vn4Li$P#AA~AsLPaROm
zSJSjkDl&I;->X))>M4HB9;Dy3)1?TJkPJ?DNY_rCmH?}$#4cw-buq_W-*2uFUo+}w
zM2T-;p?<SH@mgT=g}m_Wc<mk0r*-FBidv)hL+9R6ksfCbrz*y^HC0NL^99E+ZdQPb
zfG%o2h_t)juGlUWG@5i`&Xz^2*x{K&J(K&WTFcop%&f{vh-{TW6yT2<#4N5h^gK9E
zDaw4HzT!GTNTu)`Ttuh-bd&$&jKYhd-lCe-ABL%m;jGz{gil7XaPiqisfUNz>JZaJ
zO?BU;)fD<{mwOmC1ol28(lca-XtLO6J@lnIc1(1M@D||H_{ubCOSVd~_&5Mm_l;e9
zZz7g`n-F(-rtn%0S+>lqSf0$_`bzAMj{Rh#2!O%b`+yYbhhM;)QF@m=p+@+B#iC)l
z`}D5;qt+FRXN-jULQ$}DP&^4Ia>|_W(qU<gMYhA5MU3LQLqcQYU%r20<gCU6Z;Y5l
zYKi<*>LJGxR_5leyynu{ajSn`Cvp`rQj%fDMHZN>SPrjrHEoLrZ=4-i9AtAi2@UB6
zyw?Fw@*)P@;9onAL~lP*hqtu+C+m*1r^Mo<XAqecTJ6wUuBu1}D=0VCTZ893mY%{+
zA1f*fwdVtmOAboSgCV+WG1S@8vF+YSlRFZh6zQ&ETMo5pcJ|X@!m|-zi9+OX^z?70
z`Y0oB=F%3L>ShL>ZTQW!YYB3o{}GAJOx^GL1pS|1fgtd2YAeK`%F&ft%j}OF84}r@
zC9L*bxDO$dfh;K(yl|5gq5kz{s4BfiL};4jpjonlT=A)GG0n!KMiF*OaM{4CYts8F
zT=`fQO1k1F?!bRcpp_96q|6ZzP$&5%M%v{mN?wbaN8VEhxSr0=ai*noi+ZoTFa~vH
z&^5`9a2vV}oFviU-se^7dnw;(`(@Rkd*R$M(5O0=flfiq#$B;}V*{}iE1qNS6%;i_
zJh^|)UV5sAV#O7n`RF*+wc$$3xR~{w3RLc;$Ky>KJJC&OY5rYB%%vg!sH^F1ulZTS
zG8kc%5S70|eok-V^vYO<)COkcxrZ6XYmWk24z<uSAr4oRNm8Qqh7`I3qq>+Y9m~0G
zNM9->R=a#?tcG1vy!61&Ej}}f49u+3CwrA=JJnlIlzbJz&VYx+*u(YG8dFYEg>azQ
z89>2thPhwCkBn543NU>Z0Ds2s({$YegYfIHf+rU~WQB%1F?GSCo8%XxawAu?<jo`}
zEUK15nl5HJ{&9O=*T_Bbl+-W^9o)@s>>Nd7H*#uFM<-+Y>YF$}g2!|ms<QG^FAz4S
zB1yT)%j*L!MzM>TOPQ#BCk8@`>A;QOm}-EHmq#Ia<hohIv(n98UV|g4^tE*99qK3w
zphrOoE%{l<Z|c-nXR|sXYF`!?TkGwZ5(RUTWD|cmghXI=C}bm0kC^H0OcTIu`0=sO
z+C)~3N^k__m=xaNpuF?WP+%uOZgn_2_*y~*XK;E82d#yaUkN)gPuo7;6DTC}RUK%*
zejqC?IL`=lPMcyh%x%kgnd0A8NXcEYG*tqZ7-m!pU^@fzd>bnzRC*Uz*Trzaco^{m
zio7`)=UrR~h*`jbhbvlbcmN|klmIFQU`E}*c`FM_dOMSl$R|?WCc0)1cSxi0Rg_=g
zfcDh^>^7JqT=SUVKIsH**|Q!`T$F}lw=00j2fh#R6ER0GeOA@_iiGMX8MdD#_rI$d
zjQg`IyEd)cb>AjoopxF3<Q*9H22K(e(+^@~Uw_a|_1hJoOdk$)r~#W9KM^)l-ls9I
zfUWy_;xzqt^WmZ5Y8|eEQrVC!s3OX<`^P)$UV;82-0Iy$()?=OTiJ)NTkiYSLee(x
z8@t?OAquB_@U-m#P>=GFf2jCSP}_tIE^9+ypM~#nbH&bp3+blE8kP%ZUF@U$_?>x<
zS{9f(b=2d9OJ}-f&vwe@Snj$6`kNv=UYboJRxJ9Y7<au*bD+NtC@AF57Dl4}WE<ic
zD+wvh*t|1z-*_iB@CVHIheY>3M9G;L|A#0!BlG{wjx!N3GP1D!PZVe-1}298Zwj<B
zv@)_9mTFfmM#*ZSdBf@zFa$<o28c3|<`8lCBN+tIDqIpa6O!rR^f75Et0XnG>ayxc
z+lZxCIgx5qdtrNZy^b@Yh{D1rfUrU`kN{}aEeQziZElm7<E-)RpWok;?_RrHbnH_C
zWd#aFnfNL=Dv=@rN`ZX7p+5l<VPLq&?JZQ`N<S~xoDX0zW*||CA3w+ff)R%n!>D6F
zL?p<QGnT(30H;i(Y#I>+0&%z>etcmG0mc%tBmyDG69p0z_ZxwvRbhlO>(t7H7pV6(
zbpG$}66mWvfm9evfDuV}zdEb*8P#Dr*suaSpoUT($~OS(lw}D~!hk-4;YD<Op^}*w
zq<?_^3IQ5Z{HhRXeGCjygY$ph$G8(X6zjk<=OG2ERlhj|dr)XU;e<UQry`_9zY4g6
z!2y9J^n|XxJ3T)D&J<udf=|vYqK%Yr{Hs39ScNmKXeI;`YB>Zfh{B^ip_MTx0CCDc
zf>HwtI=m&LU@)lzfY((<g0vBU=&X50{Gg@aRFhzsf`%E2#*%|o96_p}@@Hr9Mwq!(
zJq7`x?5!?|<MwTqM5g!*A97RyDwS5oWX>9jToNW{2AcJN1L<zIR^@RZJ`e#@aS{Mi
z0Q2D$A}zoW3FsTyWz$nr1~W@aT6qT}e&&L}ZG8HqfoFvJX1Gk|zw>jy!vYF<Bz9;;
zeJX*+UE{N9`4z9z+dQ&peZ;{9c+l{hw@(|!F$Pi*OKH3PS86oUQSebQ%2G~I-y0a1
z;%I^;a8O>u2>N^EuRx1m-~MerDHc)oPX1lt&;%-|_qTsjHWhUSJwbrpVcgyPf7%Hs
zV_FdJcILU!?}Y4c{C{?hTSC9sV>TMU<THD>;<ZcW*S@~=`+VQ(oCS;=2sm~wG-Ux0
zkxD=x|5yNDq1b?^Aay>sb{Wu)nhA)NSnJRw7#s&7QWij>s&2N=S;w}VO9{m>WEg{Q
zrhvTVK|H3$BB14tdhuYyB)Xs-H!t)UgNG?gWQ+~_EC7luriX>t$s&Hf`N<|L6d+?<
zk$@B8i`D5s?3XeEA`3lQsb5k65>$(ftW|aUrrTpnIXpJ#^QgDnTCFeziHAMbE-AcC
zR~PddCG$`xMlro_Rik`zsJT|vbC5CxdFS_{G%!)-cPKZqoK##t6`f??Zr<=C{oGw>
zXctf=zK&NPYd93wti+_is}!+7r>u7KR-WP^*CMjc(o#r$s0dRkYHdgx`Y@`UEPF;F
zm^SZpcNdVb_7xQ0pYuCy!p$72?BDY*>l{O)a~Oq~yyaIVHe!=P0>VsM(quzq3^-4f
z`93|nyGy*RMl>4qgiL$_^a&iyuG+!jvs<2OxbUWDyYzTxY<|mF^H+N+xQ(x$UcOUS
z7ipmRLO9TSeDmtEBo`d64|sK!i)o;B9?#24JI?&L32eLH8&nXtIC-YHToyvR1`%Hl
z0%Sw{Z1P7&WUq=oN&umK1RJe*p`~fR*OGkj<#flVH;_{^)K_mm6kK*v-m!YqhNCsL
zzZdaFbVtdJk-gYjweZi-VP|!{%8JhZTSDwwoLpz2c@($RSqqbj+{Dzzj+a#2Ub*`w
z`pm5{vKtxT6<TD*WxO-<{EoB~65SN8eus-DT6Xk6qP2~1sOx^~SA;q&%yuTD^*s~a
zbdwEMH%S4l;6`Ev=U}qFvI@Rk_e;CeDM@qsJo(Bvt#X8*wSOHww`7CvLa%PpX81HO
znxuSbKOU2STW(3gbK>Z`8YVtx5nr8EW`7EfJINXIAWd^>)fpBv$#8V<T;Jcj!B^j8
zP1<^x8NH1i=4L|+Zz94*Yk2uyKj))YvR0;;5>s!THgdd4#MRg-E(Lv$I?-OrCy%#?
zDTSY<+FVK}H@G^?6(_T~=T678E_HR&byzh1nebxq#P7(t`6iTXrlv4jkDzjM@!gjG
z{U9zDljm;5`RRS#f_|@-7re=eIJ5kH4}SgtbzY6?<S6B6z1#kYpyhaM1OCd#xjZ+Z
z9(15xDf~>MyY*5t8Y$5h4-|$U!H)OcuS+#weQxjZ)CS|E_}x3YL}_OnHfqJE`TfjG
z8;PEz*5-P6iHSY}%*C&I9%fbW7RV$;0*j)%nu*yUx~N%FW4)>;l7Ao7RvRvz*=TM5
z%jIc#3Z6VlW!b*#8bY0klOzIPX8l(O6~hUyy*Ml-r_G~=ynwOE-aG27Wtl;xfbP!I
z`&Rkg+pLS<;xb4hvEA`+=rtJ-*=TR-McijaallPeK~Ob@4~GK6_G>E?u(s)N&<@_o
z%l7jI!TXZ19E%jQ$>B#VG4}#-_stQGCCygre)=O-%-GPOcQZYarCNXARAsxeN{*8Y
zoNBVqBcqABqY=x8vHE<GFR1MJUyqlQbK>vSm>(9Go^Gdmimw(>(_+b|;oRx%mFODt
zCd@`6s*}jt<+{#^lCl=`6zi8&YK_Z^o@N{hN~mI*Sh8QPJesF_^y9S}u$#*%&U3N?
z<ZK_CHC<iYgT%iuizMCQW69@^n#Kj%|85MtSBla+P*u5;8>Nr5$VF++VK(j86|^$H
zjaL0RtO<^9v%x0x+3U=<Ew-npC2xVx7G!KshoPY|QmL=m-%c4Wq1E|5p@?^mncWyE
zA9b2+B<`=r<B)2ahgLLxew(}P4zF_$X0g$gp0^q{9|1r2don)Iw*P~+_<yB^vWLA1
z0ll1|rIND^6um3~BLf2zy{LtwlQRK36Z8L(7X(b~%>Nrs^Z(H-aie7=hb@8jbE~I-
zZ&Y*W*;l+E4hfPtVN}SEWQu^#SsJkGFLO<nG+npnRJB>UGpd0+KE6;3a&lRz_2w{J
zb6M*vJ^+#wX)#i4uqgG-Obe70U=dY2?kt>VBC1si)U?ZdlAZ=<NTa^8lo(>3{zzlV
zA{b>)N2xr>#3ErsvV_+sz+7V>E`aN-73G`mh+#{B-+Yew3=SVgWIaR*>@>(}s;?s&
z9VKm%9&9J+H4|+#+0Rpz(TLE9bPGB}<549HFQj50sWGCAVlKuHB&!)r$+$bfN=p<J
zzKUUu*cNLp2BCVeMgZc>+5Cm!33mjX?RM-b4^xW;2+*T%FT^BQ05Zo-SW4tSNDqaN
z5ZF&I=zxJwaMyDM`V8(5t1e@2KK73B0G;;VFa=*TfT5~E%LNpy0t6DSemDmwg*y^R
zd|7?o?|fMZKne!3Cmt1X2I3?afXa6R2p0*iF40GDfk>7R25CerSAodzHI#$mbj_EQ
zhu%;0p9hsdrGSz|+Jaz`hc0vt2nOB`1BCn$hpp@fL=|Agh>;D+75*KDFeCL2!)y<6
zCVa`Xj7$blT!il#rxTF$$9Exw1JM`HDse92h3-eGcp`d+c>$GFuN1bwc9s-74~45B
z;Sf2LRH#i#S41&;9KxvN_>?2X{orRJ!A`mPd4xXlioT0|8;iDU5*j97#~yX7{0#s3
zr2h2s{<|`nc)vPqzJ92AD5n#9LFteU<oPYlj;$jba+Fk}Zt13pt2%smhvq7#tjNJC
z2I$7>k14`?mWf<QW=-9TN2SQ)|6h$=2{cu0_b)_9;pIg>bqjHI-Pt^IO`#hu8Pmn3
zYr49F;VKgEE0uW)rO3=hGUS@4N@W(Ar(9DaWJvf<|9Ac0^<V$*TkHGQI%lo(>}Nmw
z{GPq{v)0~ct+V$<{ZyR#>8RIbH;pV)$5fW&U&S+nZmllqJ&AV0J&(~i2vApn%5>x_
z&tP{iHqeyIAo~(=&s)=GEZJj*r8zkva*~{E0XsVUoX8j(t{AS;``sUj=2vIq25yrp
zZ)P9+*nBpmT>0K3`a942aZx2*-7#MwV13ELWQ<sV@>%Q_^Z`Cn2&;EZgywkJptyJK
zvq^pJRp7rUZXG_22KFV3TWV+xOe-n?S6=YkymRNxQb9SZt=m<7>|*HIFJ7zg2B+YH
z+G468hh;+o$fz+0%Ri?mqocYTs#0}fdD(bEW|2Z3%?^?29r24C{BaOD=;0DM=;oL;
zlrV<NigGxwdT=DG^|hdP8xvD16BvVGH*g6)zL;skyt$2KzDPG=I;B$&QQbbCOpHD4
z5My8S0%Knf?OitZk?Xw-5s>(5TG8*Awa*fi7`mW(Fo4;E_I6EZ^>%qddb=1VoAmhf
zOBF+oS@m@xS@oZ6vi3*BzkHWcN?yp(sNB}Nv(PzixmUS8aF91)8Ihww>)FOqKaFY7
zY=W>7!Alx6hY`z&9rk+@0LcL$9WH9n_68T&7L&gYPhMq%td!1<Zx3yHT}QCbuzbp9
z0pU9_q_PdYRPnEg)fQ8GgJH{e5y63UvWm)n)5-bh^_6vs0%Y=w=H(dtNd~`Ry&kMZ
zdzReIx1e)Hw9R(>lg{<Qkx&=tJsf>)?y-14fCp!8fl^MQXbv0k4$H4ItR)w1oREZW
zk&;+p{_Yy}`m=S?Pjll&;~(S)F+-B2Ih2B^Y~&40j>PVO%`?@R%Dxl-*k@ZkJUm<r
z0eNSikxe!!k`Ca07pf&J|EYKI1kSR%-XHuj!vM9ejIJt<1z*kgLN-{bo&_yF$$LC_
z=0JHmE;8zb#^vsVxo@%BZY~d9%>xsqro%FAV-@D;X)r~ezD!6I?&h=83>ywKQ)CPt
z7yrBGm6I&y;K}!wbdIJT;o`IQsk}0D-&83!+mFx@o#j3Ygb&nzJj`8uA~n)ila11I
z<peFDlYV|MxW{3_b73f5FySJap51hPW;~ZBm2&jUn_RE%C3KM5VW39GMcr$#x~!gC
zb~;AqvjZjeX`X`x0?#@G(^!YJPJ1@xQXN%>6um)nckoAcLPeUr-F9RBYXYo%(DV{i
z#QMDh>mx+pU2^UT?Pfy>EBlJP2DCJY_y=!rhWeqnr;_utEr+M2tZRZEmlC|>Zl_7r
z;L=zb<wAS9OlVS906j9|75N+<>lI*=YRsX>%*q5Oj=uDh2QP|?E!ru>2xLG@_~VQM
zWd!dNc?f(1DMPw+D^~iM63h7HY}D>RK+N!sv_4yhwHzB_LFP8y%Wm#OXHs}cB{-zq
z!8iPjXgEpH;vgWQ=fasVV|n8X?q$#4SKCT_>S@6Q8r1ZE7K0c%oFJT9m`m4w5g``L
zu=~x}t(8Y#R3><YCQQ`mlqB!5%^s+7)nO5=7xKFf9%kP>-ae0>yE*82g0b0U+n2m#
z7OC&|+I4enI-hpbH0Ac_996jhy8KPbiL*ft+CwSZ_`EWa5aL}wHk!aDG2gzJm<su(
z?3koQjn}{_r?=fpb(VD8x*S0~6h8OL%0W}UsQ)D^w)o1Vp0Q!~(oEfH&C^dZQcjF)
zFRjl=bYV1tdmc8c|8f7Nv+hvLsU1m&Kec8Xzs>(tn4I1FDIfBN_aOAtF8>fyGEqe2
zm=;SK+q%oGRj>orniW2L+r4}2>^E}-x!p%G=GWFuMr0nR$k0m6`kuWfTSUd|%4kko
zYRbb3i-YWfp@wy=?@lhk?OGd+J68|<Rm8SYqH4m<vFBIqMEpdGn#V`!+w-IIVh)vT
z4*FAlk&->!(_g2Uq&v0k)w|G;ju7mc+x60B2rT-+q8Q9@k*ntd6<gRXt<{{tXx^Qq
zWY2@#)lq5T(-l8-l{3uVk)v6H@fH)D9gLLHj7C)>qd$eUM;_-;3-bu9E+fuH!H$Qs
z{fYT7RzOt(4PhqkiuF0Nk!)Ohe0}rrfL~_AIq#eXzE5ggwOp_XnX;!0JE1Z|@2RZ=
zXi<w^nke6tv-DJ{VA-9Mk2>RlMh*gBogZ&0-UM0((+}NJW`4R@J(4Sr=<VIRPhH>K
zQZ;pOf`yB1R=1*G!p+o7<wx<sO<N7cB9iOXkqe7kq*bRn9n9Wd(Rt*QS^pqMUhRTi
zg>eo4DT%IG^Gl3J($JEJZd}>IB1U6Gget3@YGc*vfvjV`{mxX?f|@hphWlgc@|)Kp
zoXP!mhl_>Es~<A@jcu<>x%CbYy+?hB5Wku$jEcOQ26VF6C;}f+6)q^{?=^Op74;&V
zPe;ql-S6-#qO>)Sz9EH7b|*5F4SRM|Chl0jB1dk0O&m^26cFWokuO|CU3NRIpxZI)
zY?oVWVv-`no0;eTuwSG0i3gI=fqwqVNoa#zHpoe0$i08_&vizpKbGmZ;n7j&04Le8
zT30&#yKs)nxt>pw!-NONR~Rt)amT$9&!;7?OIF_Zl$Vl7jkVc+oe|P&-lKKiwpXjG
zCmat{2R~Y{h>b@YJX5PD<A6$&V+xIlfd<td`kTj?wpEvv2J)ze`}cDXzH9h?R6iDY
zO#(YlvQ{b`QG_`wmM$v5eCCGe(G7+{8(Bshr*$@BYXUij)t|kKfi>hfmh@$;28B@a
zGdfsGC25A*FS(9xWL8w@E;Mfi?D&>KFVLROS=CU&G@m+(oYsG;`F){ESMgPj^~bz!
zWhR4(J?kyyzw=-zt57Wi@(#LtYn=Bxy+ioMkV(cP&D$~k#ERQLc5?d{er)EL<@Iha
zzD$dL!y61a9@0A3lXr@wy5#b-q1-qs<vK;XDPjwOhmP`bRFjnW`{<Psa5WK!b*TT5
zYEgSR?y)MfmP+q<&_{;LGot?TqdQc`7*?(uQb|oOpePxt%UBUV>P8w^*`vf||InhA
zIDY>(F*pjS{RkpCd+?~M^T2dy)EgwS>?M*9o_YiC12Tbvtcesb3`eAT5o9e%UNkC^
z<U;{DAmL~b5UUehs30tvNbsQ&TtQdJBzH32+nea)4u)CM{%2Me4AUbM@KivkDIQ0#
z0r?ZDH$b`syf=Xia`D1bC?G!qnF0s}p`a*5FbojlN^>EQWqn=U0DgG{6b*+WfC&>q
zpg)Q1N|6Qg{3Q}tgTYe?AX$tm5{^)Us~{0@AUQxOUW6lM;BXm$&y3{ypIC5Yyss|+
z9%g{|q7ZmsS8)0^Py?EmmowhS2f!$cyFsLYfa@<j5RmoXa1m&Pf(lYmK^_TJ{9l{^
zKd?ztq8|YSfKq^A2+l;j4;bX>3n-LA!2i8lMJN)A0P|>S{xZog^&?R5|6_>%pA7*C
z&|kR_^6#3RAS4R?*VonmA{A1Ittn}N^XmtN{P8|}N@ezog%G#S8@Xhj9QgHfCd1)o
z&6ADaq;T6G=o*~1>-Y3d)ESveMaa5XwYR-imv0O;ExR=X>bHGqyJ5>)%J-XnzgWa?
z&GZ0B*X4T0w_)b>n@(bi#U;c=JNqw3*VXsqQ&#h9Y`}RV)9q~n?zga}8qTGvXJ^>K
zn;*y524+0IPtV%*dzy4Gn9GCKNuNSggC6il9}TDRVFZl@+l>(BcN6(@jKJo9CJM|M
zshEf2_>+w0Dpb~s+(pV$Z#9WGf99AdY?f@t5A3f`f9RRrKDd0yWu@eB=ifOv`d{>F
zV?l7^ff@U_5&}T>a1a8e;K&2BB+?1L9(iC_LG}m`3WNZN79<iCAR++~7Qa@wk$};!
z6Z30?0oki78UQ^I6_oXmXe0`Qf$O3TP)fgUeI0!r1AwXt`p+!DdrS#F?!du7A(j7Y
zlS=o!L5AUlUVo$96~ctenm;$(oX~$TA=qmV_i2*;%vt=!HvI+4#dGd=NT;vx?>h%?
zSW4YN85<27@|pr2K;c5653Ouc7^&5vX1+6PcTfGSf)qvq1vOB=rPnmAJZ884tPTC#
z49&)$Iyo)s*2H^k%KT>iFuUekE-fLw%ymNc`QzH$i8@!>w{LiZ!>5kRJ>z+2^|QOm
zf*YS7O3%0Ep0Ks&rS%-?<TnS`zNivNo8qv`l(56KoU<o}$x^kI+Hf8djFoWc!XHN$
z%p=F_N4fUl9M9qTeYd<;;18RWO`9KGLc6VSn6_xP;ZNpTF=wifyj;FK56U>+m$4O<
zaW2c<hWUBxNpBE{mUCOJeaY{ZD|5V)x)0|Q<g_M}Eeb8UP1Jlj=VL>8Uxi<cDBdv1
t$*}2?dxcAo?}Dr(Yt7c7H~-aPC{#R|8bAg-L|F-rR^*YE*2fy~{1dmebzJ}e

literal 0
HcmV?d00001

diff --git a/oop/solutions.tex b/oop/solutions.tex
new file mode 100644
index 0000000..6e95e62
--- /dev/null
+++ b/oop/solutions.tex
@@ -0,0 +1,352 @@
+\documentclass{beamer}
+
+\usepackage{color}
+\usepackage{graphicx}
+\usepackage{minted}
+\usepackage{url}
+
+\definecolor{pms280}{HTML}{00247d}
+\definecolor{pms280_2nd}{HTML}{385499}
+\definecolor{pms280_4th}{HTML}{7185b6}
+\definecolor{pms280_8th}{HTML}{e2e6F0}
+\definecolor{pms280_compl}{HTML}{7d5800}
+
+\usetheme{Boadilla}
+\useoutertheme{infolines}
+\useinnertheme{circles}
+\setbeamercolor{author in head/foot}{bg=pms280,fg=white}
+\setbeamercolor{title in head/foot}{bg=pms280_2nd,fg=white}
+\setbeamercolor{date in head/foot}{bg=pms280_4th,fg=white}
+\setbeamercolor{block title}{bg=pms280,fg=white}
+\setbeamercolor{block body}{bg=pms280_8th}
+\setbeamercolor{title}{fg=pms280}
+\setbeamercolor{titlelike}{fg=pms280}
+\setbeamercolor{itemize item}{fg=pms280}
+\setbeamercolor{itemize subitem}{fg=pms280}
+\setbeamertemplate{enumerate items}[default]
+\setbeamercolor{enumerate item}{fg=pms280}
+
+\author{Jonathan~K.~Vis}
+\institute[LUMC]{Dept. of Human Genetics, Leiden University Medical Center}
+\date{September 21st, 2017}
+\title{Solutions --- Object Oriented Programming}
+
+\begin{document}
+\beamertemplatenavigationsymbolsempty
+
+\begin{frame}
+\titlepage
+\vfill
+\hfill \textcolor{pms280_compl}{\texttt{j.k.vis@lumc.nl}}
+\end{frame}
+
+\begin{frame}[fragile]{0. Skeleton}
+\small
+\texttt{fraction.py}
+\begin{minted}{python}
+class Fraction(object):
+    def __init__(self, numerator, denominator=1):
+        self._numerator = numerator
+        self._denominator = denominator
+\end{minted}
+
+\vfill
+
+\texttt{test\_fraction.py}
+\begin{minted}{python}
+>>> f1 = Fraction(1, 2)
+\end{minted}
+\end{frame}
+
+\begin{frame}[fragile]{1. Adding a print representation}
+\small
+\texttt{fraction.py}
+\begin{minted}{python}
+class Fraction(object):
+    def __init__(self, numerator, denominator=1):
+        self._numerator = numerator
+        self._denominator = denominator
+
+    def __str__(self):
+        return str(self._numerator) + '/' + str(self._denominator)
+\end{minted}
+
+\vfill
+
+\texttt{test\_fraction.py}
+\begin{minted}{python}
+>>> print Fraction(1, 2)
+1/2
+\end{minted}
+\end{frame}
+
+\begin{frame}[fragile]{2. Add the \texttt{+} operator}
+\small
+\texttt{fraction.py}
+\begin{minted}{python}
+class Fraction(object):
+    def __init__(self, numerator, denominator=1):
+        self._numerator = numerator
+        self._denominator = denominator
+
+    def __str__(self):
+        return str(self._numerator) + '/' + str(self._denominator)
+
+    def __add__(self, other):
+        return Fraction(self._numerator * other._denominator +
+                        other._numerator * self._denominator,
+                        self._denominator * other._denominator)
+\end{minted}
+
+\vfill
+
+\texttt{test\_fraction.py}
+\begin{minted}{python}
+>>> print Fraction(1, 2) + Fraction(2, 3)
+7/6
+\end{minted}
+\end{frame}
+
+\begin{frame}[fragile]{3. Add an invert function}
+\small
+\texttt{fraction.py}
+\begin{minted}{python}
+class Fraction(object):
+    ...
+
+    def __str__(self):
+        return str(self._numerator) + '/' + str(self._denominator)
+
+    def __add__(self, other):
+        return Fraction(self._numerator * other._denominator +
+                        other._numerator * self._denominator,
+                        self._denominator * other._denominator)
+
+    def invert(self):
+        return Fraction(self._denominator, self._numerator)
+\end{minted}
+
+\vfill
+
+\texttt{test\_fraction.py}
+\begin{minted}{python}
+>>> print Fraction(1, 2).invert()
+2/1
+\end{minted}
+\end{frame}
+
+\begin{frame}[fragile]{4. Conversion to a decimal representation}
+\small
+\texttt{fraction.py}
+\begin{minted}{python}
+class Fraction(object):
+    ...
+
+    def __add__(self, other):
+        return Fraction(self._numerator * other._denominator +
+                        other._numerator * self._denominator,
+                        self._denominator * other._denominator)
+
+    def invert(self):
+        return Fraction(self._denominator, self._numerator)
+
+    def to_float(self):
+        return float(self._numerator) / float(self._denominator)
+\end{minted}
+
+\vfill
+
+\texttt{test\_fraction.py}
+\begin{minted}{python}
+>>> print Fraction(1, 2).to_float()
+0.5
+\end{minted}
+\end{frame}
+
+\begin{frame}[fragile]{5. Get the integer part of a fraction}
+\small
+\texttt{fraction.py}
+\begin{minted}{python}
+class Fraction(object):
+    ...
+
+    def invert(self):
+        return Fraction(self._denominator, self._numerator)
+
+    def to_float(self):
+        return float(self._numerator) / float(self._denominator)
+
+    def integer(self):
+        return int(self._numerator) / int(self._denominator)
+\end{minted}
+
+\vfill
+
+\texttt{test\_fraction.py}
+\begin{minted}{python}
+>>> print Fraction(7, 6).integer()
+1
+\end{minted}
+\end{frame}
+
+\begin{frame}[fragile]{6a. Substracting}
+\small
+\texttt{fraction.py}
+\begin{minted}{python}
+class Fraction(object):
+    ...
+
+    def to_float(self):
+        return float(self._numerator) / float(self._denominator)
+
+    def integer(self):
+        return int(self._numerator) / int(self._denominator)
+
+    def __sub__(self, other):
+        return Fraction(self._numerator * other._denominator -
+                        other._numerator * self._denominator,
+                        self._denominator * other._denominator)
+\end{minted}
+
+\vfill
+
+\texttt{test\_fraction.py}
+\begin{minted}{python}
+>>> print Fraction(1, 2) - Fraction(2, 3)
+-1/6
+\end{minted}
+\end{frame}
+
+
+\begin{frame}[fragile]{6b. Multiplication}
+\small
+\texttt{fraction.py}
+\begin{minted}{python}
+class Fraction(object):
+    ...
+
+    def integer(self):
+        return int(self._numerator) / int(self._denominator)
+
+    def __sub__(self, other):
+        return Fraction(self._numerator * other._denominator -
+                        other._numerator * self._denominator,
+                        self._denominator * other._denominator)
+
+    def __mul__(self, other):
+        return Fraction(self._numerator * other._numerator,
+                        self._denominator * other._denominator)
+\end{minted}
+
+\vfill
+
+\texttt{test\_fraction.py}
+\begin{minted}{python}
+>>> print Fraction(1, 2) * Fraction(2, 3)
+2/6
+\end{minted}
+\end{frame}
+
+\begin{frame}[fragile]{6c. Division}
+\small
+\texttt{fraction.py}
+\begin{minted}{python}
+class Fraction(object):
+    ...
+
+    def __sub__(self, other):
+        return Fraction(self._numerator * other._denominator -
+                        other._numerator * self._denominator,
+                        self._denominator * other._denominator)
+
+    def __mul__(self, other):
+        return Fraction(self._numerator * other._numerator,
+                        self._denominator * other._denominator)
+
+    def __div__(self, other):
+        return self * other.invert()
+\end{minted}
+
+\vfill
+
+\texttt{test\_fraction.py}
+\begin{minted}{python}
+>>> print Fraction(1, 2) / Fraction(2, 3)
+3/4
+\end{minted}
+\end{frame}
+
+\begin{frame}[fragile]{7. Simplification}
+\small
+\texttt{fraction.py}
+\begin{minted}{python}
+def gcd(a, b):
+    if b == 0:
+        return a
+    return gcd(b, a % b)
+
+class Fraction(object):
+    ...
+
+    def simplify(self):
+        divisor = gcd(self._numerator, self._denominator)
+        self._numerator = self._numerator / divisor
+        self._denominator = self._denominator / divisor
+        return self
+\end{minted}
+
+\vfill
+
+\texttt{test\_fraction.py}
+\begin{minted}{python}
+>>> print Fraction(2, 6).simplify()
+1/3
+\end{minted}
+\end{frame}
+
+\begin{frame}[fragile]{8--12. More advanced stuff}
+8. It would be a good idea to \mintinline{python}{simplify()} after each
+arithmetic operator. \\
+
+\vfill
+
+9. Here, you really need the fractions to be in a \emph{normal} form. \\
+
+\vfill
+10. Probably (for printing reasons) you would like for the numerator to
+be negative and not the denominator, avoid \mintinline{python}{1/-4}. And
+convert to positive when both the numerator and denominator are negative. \\
+
+\vfill
+
+11. Something like:
+{
+\small
+\begin{minted}{python}
+def __mul__(self, other):
+    if isinstance(other, int):
+        return Fraction(self._numerator * other, self._denominator)
+    return Fraction(self._numerator * other._numerator,
+                    self._denominator * other._denominator)
+\end{minted}
+}
+\vfill
+
+12. Using \mintinline{python}{isinstance(numerator, int)} etc. in the
+\mintinline{python}{__init__} function.
+\end{frame}
+
+\begin{frame}[fragile]{General remarks}
+\begin{itemize}
+\item As always, more docstrings and \emph{more} comments;
+\item All \mintinline{python}{import}s on the top of the file;
+\item \mintinline{python}{a is b} does \emph{not} check for numerical
+equality: use \mintinline{python}{==};
+\item \emph{Never} use bitwise operators: \mintinline{python}{&, |, ^, ~}:
+use \mintinline{python}{and or not};
+\item Prefer not calling the special functions, e.g.,
+\mintinline{python}{__add__} directly: use \mintinline{python}{+};
+\item Try to make your code look \emph{beautiful}.
+\end{itemize}
+\end{frame}
+\end{document}
-- 
GitLab