From ffba931baa969ce3185dd0fd88094df696df2260 Mon Sep 17 00:00:00 2001
From: Moradii <m2.moradi@yahoo.com>
Date: Fri, 16 Nov 2018 20:05:23 +0100
Subject: [PATCH 01/44] some updates on the text and References

---
 vignettes/article.pdf |  Bin 1161891 -> 1162489 bytes
 vignettes/article.tex |   67 +-
 vignettes/jss.bst     | 1653 +++++++++++++++++++++++++++++++++++++++++
 vignettes/jss.cls     |  509 +++++++++++++
 vignettes/refs.bib    |   59 +-
 5 files changed, 2225 insertions(+), 63 deletions(-)
 create mode 100644 vignettes/jss.bst
 create mode 100644 vignettes/jss.cls

diff --git a/vignettes/article.pdf b/vignettes/article.pdf
index d3d35236d0d09f0b3e2757dd952ac448856fb75e..ec3c0e57961580f52c1b1a0dfec4a3fdee96dd99 100644
GIT binary patch
delta 265190
zcmV)CK*GPH^+x&mMiC`YL`E$!E;R}z(A34)3NbgA0h$OC1Tr-?HkVPe2q=+I5Py&$
z`)0>ZDrYopBPE@VlLu%C?b7CwYhEm?U!QXUxuirp^;8-SfP(|z+%J>}_JIg~x)9Gs
z38RGZ_1(qQkJ1EEM7hXiaQ6^oGB8R-BF%%lB6uIZyS?4~arbUI`t}Y^3;30Yn&xRF
zRTk`y7oRR7nWi!AooBR>#2GE(Tz`$gtLvi--ZU5gg5OWmjZ&mhB2|#8NC~=?j>S6C
zSr(`$&+?#k!2=w6$r4|&1**0)vWUe*1j<BNo@iuI2^9g;M!{oo?AdIFwzkz~tCR?v
z2Oe*G+m~Hm?#7MV=AnPItwV`i{isBcM|rAJymTvdlqOlQMd6_+@zxvq*?(-~Bn$ro
zKbJT);cpw0hD|jbonQZU$vD?tH#k4Nj=bDKEWp{vV4VGY5xfT!orFbG{%y0BMueb1
znWeG0`p|XJXCXvX3h`WTGdX95<$RXYR|QQ1RB<3pq$CS4&m*Hj`2u7rHM82c7G#u#
zAKb2Q+R}AiMrwXAgXfHfmw)I8(4Ghp{!rPj1N?1llF-%#Pi|a)XkaSC!f!n^El=(?
zc^u+%u*uIo;bTFrfo=sFkWnr(e&dbp?U@qTND{^BGD&3eJlMv06bs|^6^)M{iqcP;
z*20{wSbB;iJ#S?kCE7d7uXXu(143|ZSN1r0f=gme1{KF~_|CG<VSjqPMwLup4w9YU
z`L_74^Njy<101`1V%&8{yGGU4fQZxYBkSh(*yy_J;hi<2QW3>jyddgb)9#%YknP>D
zN(p#`PSgKSLQA^^-%bQG2qydf4-pgqe-{9Oc@{hp)-li;@vGo=B}|Yt>v-n4%H&Z3
zW}`D58RM<_)qMvBy?^T$E;NqB=-l&@G>X#%CRwD7H>JA+vXP7MWOo~7!jE=8hK>2_
zNgk;r89m}FPPBL~i6da&A2_wHb2ZAb@A$c*{9VMcYdsW!GTcor1{myO06nsc0deGF
z0O=b>IRH-O80OJM*bT=m`Po)NFwGP29kvoC<!IZoBb(6A_<wj}V1cekv$AHsbTZ>h
zf|=xU3J$-lu%1Rbo)99w>$>OBR$arhQ`;cxpUZ-SiVlwrQB$~z*B~L?_hr5J)HV|u
zog3lJ{ltX7Xz0#|%A*^l0p_Q(r8GK6>Vs^M^YaFuujn|!Km;`QXeKxzGs(VYCNc&e
z%0|{961tu3`hOJ>K?D~noykZ`ficW6Z|r)IZB!z{$Acp(P%`#R+GE)tcxHL1AO|uY
zC&qjsDO?vm%7P416Qv?u3Zp+*(vl1tbOldEWls!5S>T8wy<A})<GPUF=_3ggF#bg0
z_{FL@b^KD-P>?Yy?B*#Rw??M`p)^&qFWm;v8Tau}l7Eg4j5)J2&$~wd_pGP<_5g-}
zW{{atu36@vM_5^dE{{M$Q}dQ(n`;Jmwr3EV2u$wDjNHNUvrw@xoV0=?BY1ly$V}<}
zvT}Ty{2D<cT_%KJa-!$q28MuZAZuc&PiH4N2+%1I*rKID82{Bfh?rz7Rz%t{oD({t
zo<IVm0Do981x-1{FQLFW`W_Y0)*V(#0_4P;B~USxmA$Y0Q)EgolFaC~Z@SepzK{+y
zh;_d*dWt=l-XKV_Fi-V75;MToJdy!{*lkbj0_0(wFqJ6<L_Fx~SyDvAq294+;EGaY
zIuEXJ^B7-|0u&NRh*xK0CEN7$FW5bl`$GkPV}JV4al$0&I0YAP9fLlXK$R;P3~3Rc
zbv-IVr%;^%(f$Y!a2Uae)bGG5Od`YAwj0kQGk9s|c1>Muo3=p9B*<`t6!NrYZ<CXf
zBZ{#S6f?tt#S6nhn3u^~Sdox>p$h!oxRRK2@@@Q^zI+v-<pB&c4Iv-e`?5lf8qz54
zw|~x~EP@Geav)!Q>{wk&s>sCZc^F04HMzHYxZcMN0C5ZuXB@U8@6Jn{(b}-UnJ(bC
z<LDUMH6;f?Uj%!+W|0;NGK=c|bqF&U5&-`1O{R$gxQdfBA{1q}8@g_x?R3UwjO`8J
zwC-f<-4g?z(Fm~+%?#Z`r{`miy$vl6;eTtsrN>5Naqi0${P=9Lel{gbGsG*dyiNh#
zpKsS}c$A3N;Xg2NW6_I&af3;bVq?cZ+oFH@`RP=ZL=4o!RHndad9Sx$O22WoT=Y5)
z2=P>K0mehy9C`NIl^;Npm%RGnP}Vk@y4iX04key4F^t?M5f49az?t3CBe-8eeSg_X
z)vpsM`qiw((}v#J9_{H88@?=j1HKGOb$)sMLdaPhUQQL_yyHrMC}Ccfh%+1$37yX3
zG(La33^o8^*R$vWP^eL8@zmU6NNKjcJ9^)4ZFT9LQb6A;lVwA5hty80xS3_#Bc=mL
zp`8~tVUnuMR2Ty!T5WSwmPEOd|9@+n!%aH0Z5m3^l-f3>4ShsWv5ZvgyAm03&kZt%
z9<pzJhdpp0SZ(6cl&;w-s4T~8ZpMPTrQDQ_rk0v;*Ho38vKH!<WnGt_28xmZvsJ~>
z&ZD$GNptOxo-3KnmNN+#;IILDBx5N_v_ms=)f2`SWJ_nzbd?_Q=xpt$zJK}z+BjxR
z-ig87SBNMFxVLT)6Ofv^dScMWdLmW%S_~0(Lpy7+V5nFmJFp&f>6)RGvsFeu3#S$x
zhRWul^pYX>1M=*tnCc6>f%_XYsMdFsetB@S%ck;=AoKEX#`S2sJ|-C`W?x}wf^ryw
zD@~Aa0w6h5$>D0!RL5(MD}Ok9(ROMbFW99^7nuVgN9)5XqWk)mcR<thc8NX<R!}gG
zod{Vpm@CZr)DQe+5OZIFY7e71VGsawa9`~4gq0&M&~S8`dTSv_&EqUn>-4M?oVOHl
zA+GR}izk@OjDZRsxR(S9Tb74?+YG1W&P-Y>>^zg5ilK{5gp2kO27ft7K0DiXe(LiO
z^uIk62{nTuQPq$as}9adz5y$L;!?3-VQAfcsBC*xwtmK7GHS8{Sac3t8R9obF8(Nq
zA1KEeeV{Z_hd<$WrT!}nasOc;;*vEVYDcP`e{g|o5CIwe##5mZB6)T$WG3<SgV)7C
zH7G*Hl4n`iWG@OE4u5O+ma02EFp=!OK)Nc%`$jBZ`iub&d!471V1s#F)As<ZTye%7
znDzm}j2?q==zgBr$sxWib(KJ}h4^Yw=a8ha^{;?#M{5z@3|-05qx2AB3g3FmWo6wx
z*8y(+wGO0Q*8!fMHAl|BX6rSh@C8@v^NY_*TP;%-n;e}C0Dt%u$5jO{$cb<~>(C!t
zBp1AZ8HTM{17Gk~*Hoq7d}xNcu-|xomgv^p73onJ7st<?jsdpXLwC_1j-5w1f1L1M
z%kcX#Fyfh=E!>f76f7Xg4$vY>Ut(bJ)jLK;QQMYnkiI?84Yj}4)%&t`0RIc;72)4)
z{gL~o+5cExVjV-_@+Zoe!}JPeZe(+Ga%Ev{3T19&Z(?c+F)=rn9>xJ9vyTc;SpqRR
zm*4~f6az9jHkVPe2q=HG8ryQ?w)K6#!s91;VsQxqylAJ}>3TO#nq8-vwUe}Q_5mhg
z2@ypqB(;vx>A&|J9DpKa%9fgDJY#^ko*T|p?1Y^J@V9`LdhcHZCo^cjdU0{{;^iev
zPFUbigDE??xj#wSNfIUglt(8w`N^#po_)Ic=H+E1`imIn{xp9SaE4ja*79r;rrs|q
zYpYtT#_r+$J(2L^AaPq>olS%go-AdtX>>U|n{Y0?WpxI}e8zujsY+~Hn#pA=@zfV=
z1f5+RCM-?;h_jOkkNh-_>B_Gw17y{z@*HkYL+?#d<h9CYir@`{{vlKDM{$Ru0yspR
zdb02h7><IwSMz_s=jqh#`Z<V#y-*`@0~QUAqdg4ninzC`s}+EpcvYiv8j{px712hU
zW?ikDNvoHNCUf0nwQAL*S;@?dg$9tfH}9^uhcAg5xhfC<AXx}31&&P^;4P*E|9w>h
z`30a|>ZL5OpKO_wc<PLKhEIvt`cEJV)K0u_^&05TBj$fy6f(mz77vEgMPbKfnbURG
z3t0nhL&})T51?o~PEkA;=+@|5)hZ`cBn>YO6^mAXK8qp`u9mH$1^=kard0$A95*1&
z_w#~8^v+OH5lTqi7<lk=!1=n-z$h4qke6mvrkaLE+KQGMMkIz2=DVFMTF|HS5-Ck|
zrpfA_Rug|??2+1DX2c`ui-)}uWaLRUrHpwW&7Nj5hH_(hCAjysEEkRKTfQ+EtmO#X
zf<MGIhIk=5wWZWLQ}#Z%jM^2@mt<;ABkf$a)Y}SrLj$>55yQ%St72&3Q28Wo<_^a;
zeS%o!DAzNmri=~~oSrB&`KFXhozcfq)-zq=12TVKqgu|+xJPNeA9OqKof>)#fDY)k
zn$8M6LZ#CEQ+8wxM(nhzW!9odj<EKAUDBL+5qPn-efvo0t?JpFj<PQmlucXfyY+VK
zeJz*DEUxOsGfE-tD`lr??8)C$^RlT%q$xc_nv(rWU{$NeQr%%8$0$<Dc3m5#7ewBj
zY;=D^-5#ajs}sG%h+aSs8(UO1ZN1J&G`h7br(Vnwk_3FnFkEJKd?>Scr%}W~G%lng
z!1rZ9H9m+z5_vasP<@Co7+&gtU=_8J`G!WDYH4kuhz9mPPW&`<R_!A#85%z5CezMb
zuB?KWGu7A&Ev7&PU4Sx^cPPn)g`!jT#K(WdiR-;5o(u2o$2Z^7NjGOH9M>%9>j$kK
z(3yxMR7rV3#5S%)ZY^7q`Y{tj`n*BM<9D+-jHcf83f@#TfulLl)jlf2e4KsfoR6Ly
z;y7{|+c{pWsBan6om|~@u90B_n|fDO)7nYU;$a-1&R^1qtbsQ6sC%Rk>AY-hTmXNw
zr|d4BjHo0>0p^|(T-f)rSkIV4e@vblnrhaaLd8wisS5{AT^L4w5_OUxb2XQDx|Qt*
zq~y(*pnxa|cBq5&R)UQs|Ewea9&Lg^hCwiDM$X4zPe7*Ao)4>6Up8PNrPGj)yh@%h
zKM?Uyke<Wfdc7=FeNNuvk0`noaJzqQtc=lr<B-M)aZI2g)nJ^8;t;%XIp94#81Ilp
zek^#$vwBuF;H`)P?86w|5%+^>d??2*k@2+x8E6iJK0tLH9?mrYK8PGNKhTq{t-2Wl
zUvNJT<HH4Rxw8Hox;jRI@D$>qWXSd(@mkro=mLo_@ZLRajH6cDZ{lPikRE>m;42r!
zjzhbTAh72sg0MvR(KfK6$Nel-V(zmjIf|*Wt`%zTf)KM9a++Mjtq0=A5kG!7eh|YY
zTLxZSTwRT_Iq<j9+H?4Pt5reD6BM%WgPpLaF%Oah8?TMKg;YfTro><F_=_s%DtlLf
zdd&}0QOS|G$0@|Gowg*w%vOJLi~wN_cpNO}Ux8}_k@^u(i^HF2>?hk8_(GERjMQtu
z$9aP!bwVn(LTX;msAs`qu-^xpj1PMKr(gwYAoastJurA^AJx|98@C}W5PrP1m(SsH
z0U8F}rGwZcVs;!tDf5%0GXu*-uErqd44=n=@H%R!4YC$h;goyVbG3h3$vU^6Kh2TV
zYd5LOg^3l68$#+7hTqOB5Ks^otAaxYUIVx|eNX3u^>DYDgsNv#@wzavIfW1$>`UFu
zNx+_?B(6S+l8oas?WlCEm%4!0)f&OSQnFdsE+;l5?o{~G!)=qHF8PDi9A6P81vW=u
z6dnGAxj*Hdm^Mqf9F>2Kz>kuHjmW=@5i#CtWLgNt>Ek<;i0b#e>@<aRLXm)P`YeJI
z&hcrc!>73~r!a~z=YGn<zB4%bd{ZB&cqqc;`W^Ik89xqO2x%}`=iYA5iT`@sJVvP>
z#RtFRD^0GyDysIJQV1VpIjj3G&W@8C0Pufj_|}3Gxf`|rzmR_p8S^2Gbx2%(aLI_#
zfD}B90C<`n=dOR0i@9F*vU+u{)n_#NaqL~oZAPxp`1)uj@xIf5_EOq)<QzbZ_FmR<
zrYSj~D9k^|HpRi-90tUYQOLc&WBLJ>fnsfSwgz=$?>6Z}yn97S2@Ju<hzU+A_Ir_=
zbBOH3fNal3bpU@@8pVG?SSJFuH>^YdGw@7G48vwp7dpq315UKo9+>nf9Ah%B&^Fp8
zd`%w4%nS<{7=qh9YYLmOE2+7t&1-uoHR>=NSypK7t);Sr7*H>(&~=uSZi)gBvNErh
z)PF#rWwB`J(~3^ueNdk_gB1W2E@Ix(Ikjm-2@;F@Ty1|IWzeGF4-_VFcSmtbq$OU5
z**%zT>QM$<)!P(nWGLUWj3e2Lr8Ab3aO$!`yOIm4EKb<}U~EI5Z5`yNsmR$t2aeT;
zA~;UO{rV6O*|YVbF!6zmN7RS*2>yQZ2nd&^N12Ai52H>ItZJLU%1y#)D!OzLUfDm+
z>I)90GuVHX_+IfY?3Xxfatg-m!{TA&&2^qTcc!G-D_Qs4!rm#A6!j@f@_nO?8)47s
z$~Y^NR)j6Jnvs~AhvOdUBik=h2v~Z?k&9+NsB(?Po5D{HH>e+F4(O6I03^fO;%*|z
z#?t|%7AlvGd0syTd!1EMPd$!W#pp8F1HBkvVmyD>SxX;81*hOf3l?~`#B6_yoU4&5
zv4}CtJeEV|@ctn7eL9H@27Vjq^^(Y=0htK6FT$O~Zo3UA0ou`91oK0|k4tE2SKZ^z
z=fTc<<G40Uo$G_LUAX6o;sn-i#*7&^C7gQ*h)is`Ho1EkqpARhAbMSvwus(AC%kNv
z72SU*=CFO2@-X;MAg&fnbj9(|)p$O4nXHJ}I%P7obxG)0#|U%S_-QJU*rMjg&Z4BV
z3aqT3kBLGUfG7y@v?zpr7<XC;YcF_q)9Rw2?ov0_Hp7RcCaae4_FD^Rqjo@?De%Wl
zO%6WXFA6ZY6h3FWIUq-Bv_-<EX0Zd}KDU3G$W9qQ16pM)UWR34lRw<JotS-BcI~5|
zN|<4+w^i$wKJJXRR8&HM?*dGmv9SHiBsE+AZ>$OgUWU}APY(K}o}uJCVfI3vc<fQ3
zgQs3ICzc|#@M%N=J2k*;P~ZqjLp2JXx`L_cN7Ov>2XId-f7A9%Q`YF8EwJ>7i%fr!
z1P07QRChE8E@4W;+HSm1`WGPC`4}DE&UGn~3_S3@?CQi}ni>eGXCi9Z(1)a^545QU
z<6zSQ&0i`b4|swps+*&?j@Q)HyG(I5r=hv*m4@6UR%mr5jTW^_R}^@K)5N~X!3i`n
zf@f8t(D5Y1y6mcOnKuxooQ5N6IwgOJIy;J)(b;CkRkLgRjjyC}#u?3d!p&pExdtTI
z9c+rlc=EXN2jKmXhtDa0w$1E6qx?aK#k^aLTy*bwB>xZkuUkpK3jjznX+gI7%;owc
zp9jN4lP-bfMWL+HZ|5NPvpMNl3b%|dE(&@i-LIK4=l0m2Lxp{?fO8mVg^7Qq$X|iT
zQ4+b!e8AsSPtiP`I{Z%0M||dPYpqsQgW+N1y{6`L-nOe(FJG?Ior3VxhokTBeSJUE
zey&c>+s#T1*EgWWGj(e0(FiSffPP-1AY~qD6r_!|X3eN%8yUgpdiz_jrzi_%&DllN
z4%lYSJM{Na8{E_|-jWRQE%bj~E$a=@xR#w#?g%hK>PPz=Z+7>%N9i_M1w|i!nNZu8
z+@m(y!CUqURAKPxsr^3<cNTKBDh%xZe9c~AAl}aL%brN-7qim&i8!lq{NH2Od;x@K
z;4%KXy$0TK;AQK!ckJ!0{`AS7dz#D5sqMGbI-3uK@Ny6F-95DevuuB0`t@(9$QI4*
zE&udsANjwq;QZ$~{-DmqQ-8X>4H>}t8`#~~8IA}fad0jYYz%!i+c`d^NfAYEws^>2
zhsRtO!*w#xU*DW(Rq^_?swD&qr^lZY49*G14~X{eXW?K!KN<iQ4Gs{)13Dex+AnWj
z{1?H@Z6OL}Ze(+Ga%Gd_b3Oz#I5;+!0p9~Bf4sY8R9r!`HcEit4#8!Z5Fi8_7+?m6
z4DJL79^Bns0tAQP!7X@z0KwfYSP1SAAOv@ZZ}Z;oyZ4^8?)`Vx**|92?A={mT~*!n
zJiTThAWjfBh#Las0YO20oG=~`4+sY5;{)-6AY8mq7>Ex9;ekV;AQ%V&<K}^a;2;Pb
ze+~scIYC@poSa-B2n56hh4S!VLAXF%ynHaAAvcH%4(I|wpnzsx9-s{mh#Lyw0d(<#
zxcN9CfWQZWazTK;5Euvwg>eD`90cX#;Q`cgf_NZs9v%=E1O$AC!?C!yKs<bWd@v9f
zH;9*$hZ|@E1@ZDgc>#e3#0!JNpN0nUe?j0dK;Q%M@o;m&L0o|GFdiO2fP-KVE}$>a
z5eDVvewr@`#tVh>U~vPpg>eFgal-%s0!)V+{v`azyeEN=7X;;g65xP&ynw(3G=}m$
z34Cx6U@Z*B{bU~GNdWW%9s&eDC>GC?W^Ncai04T&l$#I4^Q0Nd!wcel(#!*lf5rQx
znFnwe?~`U8pe65<W*%O^@+Zx_fK_}?nt6HQAigKfeB2N$z9-Fqr-0c30*n)Q^`sfF
z3<P`941)n*pESdPS-_q&!=HwJ(hLU%f&-f2oPY!2kS75MEgaAc2ONY2e~LW>m<t@x
z4Cewu49pr30CzpP29SWx5Kcfhf1LX%bez0T67SP9z9$K=6#{uu4+UKH6kI@p0dFBs
z1Mom0SP;n52t2$`Z=d?|0Qw=2r@{CDiy@Gw(cn+{0t2k#<OD2)0NDUo3&auvqywCj
z`>8MBa5yIqFeU^DDxC8vO(A?wJ%D&)K>+{2IbpyAxt}Hr#Q7<60STBZf6(ly>r*~M
z;J`D$3ZN?-Xa@wE^C`0d2`~mw45;Jc<ObRSZUtQNG&LZ_o_xUvWI7)pL4oiAD*%vq
z0hd4k6X9HZP(TZiZ*VRc-_t?>-g0vSlZF5;1bhZejf?Y1;s&Ay;RbBshVnkW1#AKQ
z_#^@20_nqpB`C=8-qOUye*%a*hqS4sxrGbhWgZT3OBZKlQ>VA~whs1orgknM7{^<C
z8+)gB4u;0290*f4OJh@2DRB;YQ#*5@GZ&nfheOiR#>Lc$L(<03#S~#`Y;W?^@ad*(
z=w#~*4D=rj&LHk5!PVBz`Dx7mkAak(Oie6}UF@9zON4>T*~Q7!f6x}oBV%7j!G>yv
zkd|F$;!T1syG>byg=!aL-D+a)7uI=3G}Y2)fymFSa-L&Ak9fvgLy_QUmUvV2(ss{-
zk%SuHBztr&;}Wu9ZDxY9`G8z4%!-8a*U8B*BR%I|m47ypzBp2^w3gY51<Mr<!7+xH
z>QBv<@5a8_L`w!Kf3jorD|Bpx(0VW72wgN$c<s4zXE<C?hklfpg!awm=I|pGm$D3>
zw8d(FzbspMU}XNjzmEl1lJmt4Z9R5vq(5sc#od0L(tI*9pI)gXjP?;9SNl6z$=4go
zsg=j$i=|&dbdRe$*`>nxLd7CiZt%tj6~EKk@6r0%3}AKjf7sypn9gaz?WnekVc|R~
zZhyGHo56;4w@lKzq8@XTONj{$k)?KZqxM^yOpdJdbmOSrjbnU~yQ8W1AEuxqYYtaF
zZPC%V;D}zMw8EXHic%Kiy^UCrnEs6qKF7}q;nXozRaGWjJEzxueSOt)d%#6y-|{Ro
zw$~^jA;GU*e}n|fvsE7)Z+absFC5mtaqgw3k{DFuei1dZ{XKOdTDyFD#+;0%j^B6p
zdo#70x2d;x^T9wR*_Bb>mx|rALiMt#z`$p--RHYA+1>|m!RTJ2riy+eNZ+jYVQc7Z
za{z>K_@pS?@8+QSkgLxDe1Ct>o)Y<T0=mC7lD<8bf1Um1i-ou#p-TR1#K*SCmD6Z6
zp?K!31CdQ(wx-Oi5AE=^-NVZW#n|SRrmJC&cAJ>;2@6&>HXh38xw*OIH|4`e)6a53
z&a!Au$aQL~t~eepLffay&a)r)m>#fKK3wk|IuA-TcQaxjFF<uNR;t9yI>rg=O3$}9
zf8koee{TQ9AO7B&|0jjbw};nhcDpiRkycn*T4*`_UR}M_c{_$d2Ej1Q_2XbPQy@hA
zS*)a_q>COIs#rWj&x<npsrSwZlZ3CI3}+d_!ze$AA)<|BV272D0xQg<A-P5W+-Imc
z9*$K0)PG){T66v&)79R_vczZQ+Pq)F{p+R>e=`;PqbTB&7C5h@<h9<6PR8$CQPXr?
z-{u1ad3nL1&L0Mq3v0nlrvE1^&t`Yc{#Hr#a1-grAGUTM^2vNqRwbBNT%>0IwtM|9
zYf&p9w^gSe#g^yg*49>-bh4>dGLJ%y#zQshZc_zwL}_V6-rpvDmL!<32T5!{aX9Kg
ze-~FGd_X+h!qxRW(|tKLJ-ylUbZf!B{r=(h@I$kkt(BFm3W<bDVPWCLQd-#h@m2mj
z!DC3wzep4^#ub_iyCpn`REo2>ZfU9bSE-tvHJ73JXW#o>xoBhQItyDPa?^AB_4(d5
zS3IX_^AN1qz4`O!Pfri3U*7xrwl-l-f6f5L?Fvz#?)O$2SCNY|v*UDoY$m;T(Oa1r
zVIaZ;tEwlpe~ivhEXrf9()>nKz2M3wXc@5b*81=1m<Syem2uRjQ=<j6X=Y=CO)L3b
z$?u~h&gEaOOLp~AV8TU{sQqYS4@mlmB$)6lKR_^jBrib@|1z`fjkg{a)8d69f6SXr
z7yIW8W+>xnE3ut7FcBj`x3#Y4l{409jMO_D%V)uIhmQ-jd)URz&W*aY+OGVWfuf*<
z!K?cR)e;kONoJCvO()<<%CJm4s`{B%>j3%@h6k$H?BXKuh50m)n=+a)VbB2vOu@6%
zz*ZE*XHjFcC+gKy!IU8LhdA5ke?$gK31~%_q?s|3e5BWFbdpd>JU@4pQ2EwE7`J4{
z1pe8LbnexvQMTy>zeC+_stD~i)JjGP>^M7vUhpWqQz5Z=hCIL5KpnDwoHaD@7JVpH
zwg9IaBeYwZ3ndWgH=0*h?VFTgy*3|s%5dY-focf?@yYP&-mgMM*V4V!e_}-2@tsPd
z8cT12eDSM_s<u}nG|WtOhEb`7n3KrQTT=VUo4qd&HiuI>i9E1Tkvk2PlTC{z!*!{P
zO|%pl6O;v6H_AIrxWZ}R39A%^k&(QX!VOMtrB0!Fd70p<_Va0-{d|30-9!c%5(&K-
z2^C#k-5ww6yyBVNs45r!f9P~<Z0!8}{J%7izU1U&Nhv8Hh||-g)3H%e@=8hqnTmay
zyy>m(hs)E`8vL1Pv<}FBMB_)ysG`wG4N{V!?x0o^u0daZQ56!!&{{p)^M{5$WDk|y
zcYk@^vnDJ^Y#iQxHl3p+m!JG;!u5UM&E~MUhO|OYgU9;aCSJ}me~riJ&d!ce)!$=}
zh~D+7viIQ_==gkLJQ^R+Q$g}?bu}!_YqZ9PmWW6VAj?S%uZhAPlu+hQ>ih+Ok%g4e
z)C1ET%^J{%RQNOTP>~BQDL(~bKhTqV3~V}KEUuyo0=>WWD}g%O-n@B}!mgJWiV|d*
z7AO6Ob54K+wob6(f2bMCauW1s8Cf=LTwWjzGwxqg*4XyjTmnK<E{Z><<Dy|HZeV&M
zwEBhe(o%H}k8ky*?gIV4wKTV}5)_LDf0c<VlcGLrp*KcN0QDYT8k;hcV4)(fvQXn~
zxLDOvIt*2_%BYs8{c@#Y(JR+5#4Az5qBg71l2F0vwg}zoe^whc{>eu7oaVbZt}v{{
z0-7dUU{yQcrt4T_q@Wy*VMiS6_Ci3nU`;%bu2osz#IY6jr=g#QrtoWq*BkEX&kFec
zmwJkHW|*%+mt^Bj_Wzv(Cxoe%Bu**SRWgPi!adDz942US6g?^nBxG@M8(nvkhc{VL
zhBuwGNO}=qe+U%%qpq&c_eY^+9&<%`IU(VR4cI7ZO+tl)!g!`a@0~hNoV1ON4GGrs
zZ!@l~y6h<UgpL_kuOp0Dk|?REdvspDe3@2wd@g8epZA(c*Nd%-zurEPAtEoQyPHW^
zqdoMwQrOh9hxUS*bco=DLs#?fr+t)`!#iwry1kj5fA&&@M|k;~_Hmo)4=GZxvd=(O
zYwP`LXVCQHfUELf&r!Qi(=rqs6>jHN<ur1Cj0R1dJUl#1Oi*2Erge0x{>C{bY*>(y
zlIr_io6c8BHZP5G3-69&zqD?9dD1D*=)5_UBsJlWGvt{l6iND=(AdV))6>>gfuz@|
zF)H5Nf6dL!#U&9^SMLWD!i)WdVqJtvi{l0w8rl~bB$NOSV964Y^r4-eo|3DqGP$Lu
zrecP67ynI3Nl}q^<ZwOuh*5#xili_(ngM^uOcF3!YLDo75x&cLnNU_%wz0ACcZeji
z*MPIZn!?}R)%68k$wW7?$nNFQ-{(%qY3``8e~R$fg4pS<T8p$ksqY#=TOI9qf3}Cv
zC2yO+XZyL>1*)$pqesWaVq;^+#>UWt#8$^lxN?;TA_#C_**z~%#kBRYZnpg3vA(WP
zOn-P=+^G6Pz5Fm!PgAdMD&mT!O!_)FOy_0)*wi!CUXqZoapJ4V?8oEvSY*HU%V`ll
ze@Tuky$_YPwyDFzyJNxv2E;be{HVtEc_;m+ridapO;!y-+L>o{cA3tMM5zYKl$8IR
zn{SUqpkMN!^|(LRLBSy*A<E3bIX}raPME+hPUV>&f?efjJ~IKiQZ22oKBb4!&B!zb
zem&``r@}(U(X@0R{Q1DG8MnJ*21`yZf5dtFE+~ksu5PcIHD!48;bC=kHN-s2vrY5c
z-y6OO3urc<y6fE{+`pU`G+aIGda+Z)v3Y7%uwLS~>k7O1;IY;#+w1(;c6!sr=+W_m
zIZ5_8a-df$UMK^`N7uzcrMl}&fy`)*>|%CJf$=n<D@S3l28pSe*;YY{ejZJ%f6WNz
z^=c=je>g@Q4gK==>G3sY9&#5x2X=W0YulSp4QIN(Q~BjsL74Y`cU*Y=eYE!X{{Fu<
z+up+U3nNPN{7CCkqe7vsSV{udZR!|zc>5kPKFeobdWBlYUV5~#)~1`ngqR;~UC#D~
zhVJE3MmJ9x374ARQ&PJaD>xT<e`Ofncl@#wQ51C48eZ$dtep1#zoEs<$hdK3`dV<!
zB^|k%<d~_Q$^VAu|2;&48{kL(14Kf1#h&<m+v9u;gqS*A3j|S2xN5Ssm`8eDxG$%Y
zhgG5)*YL0PpWGu7gZ|C9@OXcl@_D1`8y@^0FA9jN53pF1E0T4~^GPh6e<;?z{Em^~
z>Txs6jHbb(WvX%O$nw4VHa3boi>HVzGw`07axBAnE93M&>o9igQs9e=UQxN+*0xaK
zdBOgst=YW(vRUDOg!N(T;s?!mhU~G+A3<Dw>&Fe<YX(u_dC~~|N<I=SR~HwPnmN^y
zV1a5@CZh0*3pcPVV?t|de=7<KiU*BXd6xWw{xIWzRF&pxhYcLkS=+leEeX&H>jF3<
zP&B8ucFL#<MvVuRW+3wQ^^K~^&CNYHuzP}TiKY}v5-KK96qN~sCOSG)iKNEz$(tMf
zvD|$Pv|Rz!tW>vLeJ%R-FzSQ-ecTXnAt9lNJfgU6Lu;#Q^|Y4Fe@KqD;_5oxit$C8
z!+%z8{QGHUG9z1fG(JmKt_LfJETpzHH0%mBdvi4_Cg7q;T0D^-+EhhFllu1DgaF>i
z&7}|Rj+1B1RAd5@^7GjCwJT$S=YH*skMIXp(%pamhPF?mAYugL21Z6k{V_D9rSmqt
z04t(~$IBMT7Q}-vf5H)YYAkT-x~;7xKKqA%#~v&r{*l(BlwFt<K`^m@Ao2!#-gLvB
zVw--4k&p;El0)`kE;8}6kD6Va;;Rr6yAyT*V}#<-h;y)40p2FZxi~*pPkW4LFwgjW
z++?<~t;jP<Ys^X-xzofRVZ=$!nj~vipAJbL+kP(A(bgs9f7qxS6cj`o%akNb7ze@#
z6kY8IM2Tlu8vr)RK1~>PR(AH-_UY_L3uxw`g`Av3LO2%%8&CQ|bJ20~S18Y1a&m-w
z-^226Ai|V)4^<%{T~{9Q7SD*F0s@hI$+873&5gX~_HP}3O7kS6Z>`Sno&&|SN|T?T
zKMX_v)mJ*df0y$cpTqK)W#aRg0SD!uSgtYQhEk+=;qTAR&Q=-skE@bMWN3Z?&!$gI
zsF36Ik=M(^ez~&8S|h8ghZpDPqnPWdtAC3wBmP`k3PjhZ6UeImSh}KWCvlV?!G2w<
zdCUh*$2#4ec0y%Daht1D1qjtKwl8UWUK%`b8ia|RfBnlmRj{QK|G5pRf4KA*o96Q0
zQfE(VIqNswKAY;reJ2s_eth-y$4kGQv3qxRJ_Rj3b$YXWz4XT=@gbS3`EtYb4%mYf
z$F6;Zd&Gt_Vm$=)SxHN%uN=~!`AftzRL;mDj#NM(j7$*EmFLxw;piQI%KQFL<-u90
zETz5|e+`|ReUxNoHFG;Il!xQSVk|LWR&>Jiv$KFyfWRgUW(fPvA6}-*7rvB=xx3nk
z{osFpUTd9D*}g1~zzf|!Si0_$EGym0-`IH+yr#=zMnirkp|b3EYb&7w5IW)8y_&N3
zm8GR#H)lKiDN+bBj%B!qgS(DSO)06i4o!Ere~etvb#Wz+8=rHI^Wo!C{C;y9DH$ED
z&_4~5skQI9TI}zYr;rJ2>-bj_iC-*xZol{<+`RMv(5Tdrt;-ev>@cj5!ioytMTx9b
zl~Aepr6o2FZ>oF0$C7tNKmk9!-p+o!I~}9*zdJ71Ih{oYr)9LPEbNwKd+&;U4l_Tk
zf1uPKK5}qU@osQeGG>4O*|cv7JG8rynI$920^0gRt%oP=e#h#knYD$5Ca|1D?vA?m
z7wTK}51F!kel0IoSf(+^m^q*RQY8$6QP*j*zGD_tC2_SZ`7->%sqy0=g4}$iO|LhP
zG#mkdMSypOcC)dueFUu*xHEA%SU)W{e<>WEhR~%~d68s?VR;=|q4%SkSa_kf4oAx(
z562eUqo3p@hc~ez@=o+b{2zRvl(yE^#Hefj4_D2TRm6HE5)w5jA0C1VH^FgXAdD(a
z8xs=-%4l|Wc1duY^Y&=#<+3*bk8c3Z8A~hVb+Fjj>U}A`X{6zRa1}aqnSaABe_AQ~
z!S{UX_wV1p#6<4T-s#N*b*|R0_zCdvxL%)Z>eSl-4ClHi+po!OKdoZ7G%Y)IaP+5%
zs~&Kd1Us)hf=a9&mRr47d@nOAc8e4<)6&wq-rZ5rDeX2rq_oRN_5b4Lo@;+_&A9Bf
z@F*?4Hc-}>YAM~qbwAi?5*E&qf2@%`Gs0#fl*r#ffXjB9@`~f6=QrkX3*xhM7VGV2
zR#f5YY|IfX!<S5qTkeO2Z{An@IlTrxQG>)%hF#D9scR+cXlsMKHOhFX@w^3TB~<+H
zc@CWBxG6?V@<a_X<mOX8_{}XX`99ovW{(vyvp`4A&Vt0(2-Ot9akf_Te-Ijf<pGf<
zZ};VWyHe=2d1vc3Is25RJ~WM%R>rNhuCiv5eYiT0IXXJJ>0qrbq?A;xw!;@&(-48<
z*S@lS%Eroic5z{qR!}>Y%lxlvUA3gx-E}{|dbtZD?P7e}IlnV-v~}@KK$8E?D|8#7
zY)rz}5nKWS!{h?aTk@I1f87jb=4AW=mj<*=4;;nV7>m7;?!s3&2}&VhtF=7`W_!(U
zN3V`|=jNVgkI_V$h7H)Q<d%lawQsK<qdPQvcv#}puA(?FpjEwiKtm2pU{ca>B+9C_
z8r;NEHyBKs#CqQL$!h2D@Y1W*d@PG6ePpKc!{cVkhh^W(CF>bRfA<5Mj&M4v^kK8p
zY9Ieq{~~^Vw?fs|TFKAFkgCNI4lq<Pf~PZ?qRAL3>iW%qXx3r7dI1tF%QQ&@byhBy
z)8yhJD~32TiBqGl2O(YKue<ldt+nfY#Fpp$CA_1SKPPbU@Q~kiz$vJx1Uyf^5-$Hi
z!U4Ik<g<oFkw~ade|4>|ci-Rck5iPU&HM-z5_-g|<wULs{q%{m4MLjlB#$%Gazkq4
zSknehObZJ@Hpm8Wd_dZ!Q{&S)-PTBYv)lf^{r%|v4WO1aH&c~pNT}%O&{S!nQJxf}
zP!nwERv@)?CKJRlN8I1vXJ%#&|HMT94sW>VX=wBt3Ey;Ne>JhO`PST=zTv6Xw-#-2
zw_!;G-9n<z>f3O{+Y*Us0JfRyYtMkA6`#}SDXUlD>@o8yO%J=Uu!g~shJb(Ut}mMW
zA0MhCZ<;EP9*8j&-CmS-3LR+v{Am&>CMtvz%kX&HzU*-(%{_$QFYd@hjzcT#Lmu(W
z3iEr)%x-2@e-?X^tRx0`lQ{)`BWpmbWDp+1<<0r-$jAtt@0m)$wY~7viQ07D#Yx@-
zw1tgDAQh1)%eJ>-&jikq^nW--csFyW412XkOJ*H;k}FYSgwAcB4p!eG#&PcuZ3^)W
zb{Sb_Z+M9=vj&pYwJ+uifa*F}O^p?DwJaBpK;$Zie}y3jBJm24<K(?cdOCm+MF0i4
znsvB(ab-p6QG_X|Z*p?-Xuv^)0Am16ya}7bGzy4k9^}U8h$W#ilb%Q-&ic9C{g+%y
z(PY!V)_-Cf#sb@-Ab-Le_}7Tn3HaG1rKAjdfH71h7J0<TjE(*tf6mL=6q3?T0A0QI
zQLMm$e{oM*TFc2f`uSxo_%6pUV5%h>2Ej!JS6MoW9c*T<nhZE+fBz0<2PkP}+YO5i
zj?%Gnjhf}dxr6=NO`|fULdllx%iAS8K5-5PT_#3GZEfwNgfQ{k&m(3VffVhldgR7c
zn(~uSV=Yvdx5C+UG&CW6p;3ad$DclZ`lj(lf8?4r7TwaNCs-H1K((Z?5uP%vZu!8|
z(ErX>vT+>?jaY#(VKG&g(c`E*`UMR+u}*#|%gOA(2BZ&2L`o_ur3_f$B`*|O!S!Xa
zq105tA~NOY6wLcOTZtN0(whbpYSJ7G6RzwrDKH^P2q7VXW=66DOqV5z+&Di!U$N*E
ze*ky(ZP!~zN1P%~YYwwJE_nhJcx*A$#yGK@&-ye0K2Ae(?jcy5{_ITE@}YJ^h<0PD
z#vAcNGOg|xhyzMq)jPHv(LyS1CP*7fE5*}1XVW*=;o0oC(HBn4bmZdXbdvO5Uo7ff
zE2nX5iQ*bm*2i_nzm0uVw%u4%qC59(f2d~TPoh`Uh~PZD7$wGp!N$hM`eiTdTCZb|
z3<%mcOwOJ^f4)vxNjNh0ON3((h9B#od)-{Q!po`aOYk1Pp(1nDX?a#ojg!t~)P^Kv
zXSmGYj0)I}ziO$ABo6I2{HsFq3H8NTvV;G;Q58v~ghB1@4^Cy<1EC74Qj5r&f2hNo
ziAc5#r61m5(=~J7`Zv}%m$gfqYxC6|?cav%D}8<Og6jQx*5pniL%0AlRj6e~-B{MM
zrY?o5yXPba<e5LC8Oz>8kO%x)YH&oUp`)Y(gKOq+{xqnuT>G@4<J0CGpPij`bReyo
z+<oQx$~Mf!X?bTFrPt&llWf|tf4nQ^iX5o6b~<f3WJdA5F~W0NhNr=N@%_sKB~y0#
zdr?z%V6EVwT`L@g4%yYm+57xF*L+b_dpA%hoA^Vlm2@L?Nf7xX`ver1ZoH#yqfEZ<
z%am1bKV;0{g2ytF>eGu%p{#}lmop=0`<i#ro7eY#<R})-Va1SrU<Ee(f9)FT<~=ea
zW7l1Md4#6M%Wct@P&v$whK?SNkxxOl77c1CAQH-S5Ki)2!8k@lQwK4~l&D28;d^*R
zhbe1Y*36-bb(q(F)Ah#Grw~cq3}&GJg-I?p3C;TU@~tq6@d-}u@aB3!7O-$UXx{kO
z=>TaRoM11)!3Mp7a0UU?f2Oih3D|<wQ(hz<`{cwW<gL}%e=Q8;T5lG{!&04dH;<wp
zi<*J-MY*|B{Hck`s@eMXx}z-dD2Y_C+G&lvvSIbbVoMlK0Zo9BCl&1$Sj)P8;rN3D
z=i8lu>L2W@a21kg)Td7B`4+6VF73bW_&zV`;H#?%_zrf;u$1Ale=t#O9K%S0RGxwM
z$uUqr-xgJmik37~MNkLjd<qBycw8Ryl~Hy*;ukUI2sRn}?7o{Y<5)(8amiIpZWBc_
zJo!Ce>#X9OS<!#xgHM7#a_8+}%zrn>hVVhS{s%aA`UeYY3F`iK8S9-1?j4I>>sKR<
z8S~TRR2pFQss}BVe|+Dt@9HJJAHNfxOUSkozfQ!8=a%+Wew&=ftRRLjZuR<O1^#<n
zr+*HXaacS!brUv<`wE9%U#n~@gyp@a`<C|=cxUWp$KKASX09yzou*%p{2Y~Ex<1{8
z_?NW*;^3^mI%$dG7#jv|KLu0j4FF=~e7yMZ@L<3>07vJ9f5TH{3luY8gczv6wr>0_
zQG}Co{P%At6pFy8vP~xdAL~R_4O2{C=ab@Z44-nf33B|uZl}7-T_^Ruf3pb0F$OoC
zfZRmlN|l$A>R;;)O;1Zh_!%4Ln`)&Ms>r^KldjUFrlEP^9!n!IJw6VKNBXzBOGQO>
z3E))IVbW1gf38#<v>;+)VgOMiom~4kJJ)bN1APm|EKpNdA8pKIR{tw-7+}Nu#&OsG
zP(!CJPsWo)K5WQC=`I$Nz6+(a6e~fOoeVD&xYE<pCGfU&8=ePzB{p&VeQ|Pq_w%PN
z`}-Sj#~6d1Uj^&nRQZU;!Yeue^<b1l^TIMlvCuVIe_R`P--Jz$Bd@LxHQFsT`3Q5c
zY_F~wlsGw!N^HtAChX2sN{v`=yt-O$j=Gf1ee`dAZxz~hxkd0Omzr|C>6z-uUMb$M
zoCQ!eN~>w4(Z-5h_0*rTS*4|Eg(F*->V{exwT$seHAO{Iqu=`m>V^6=8510j)whsk
zJR5Zte^nBzsvt}uY}iqQ_oFs(i8FI^TI!y$gT%vScoR@HI+Dd)$@{E4T?%yBA-ST-
zsH({#B>`4@a!!RWX5|vH7v66)zA2NuBEW$0L2wv|9zRj2OC;(2z==Q6DA!gm5C1aq
zkG}`{S@jDe&PIDkHHlV47-Uj6Mmv~PxOb#oe;#RqS>BmHfg~oOhP!FRG3D)NpM|ng
z!OWbhDsm(Vu|vMsNYl!qw^dYC<V{Tkk<Ubv*Kzt~`O3b1Z86~dEBNE{^RKss2SG2<
zpZ(>RC$1t-yr3G8Y8J(Sg_;^#qhsM%H&+deD3Qn8R_5k*dRpWXL$kuOS+n+hDxK%%
ze@&zDGq5wQRHj~K1pVcQNjZ>sH8=YaOMBT*7AoM$X&14&eNr$jvb#I)>-0vu{7~aR
z$R=kb;4t$K+1HX!p7`wtgVQ$_#b68pDb=j*M$Ce<js<iyVQS63WVROLwfJnE(Kd&i
z@AsQJ0xLr92fBA-+dG4=S#b<(Lz`Wze}hdn<%=dw&Ac+4C!z4|($WJjXR-hU_?Xn&
z`d>#7mAgL;d9&}N2in+7S+mZ@+scx%*g%3=^<blIz(Rmjy?7g$$6PSt-&C<}d>wkq
z=kIB|QhMvpbm*Ta{G!i2;h&OskwDMqPmb8;x}>jnTAP}hxN<`Xh@vHXT?J|Re{g`s
zQC!Lo32aO9ty(c2!j7#m&(_GNtJyt#eoI?L4#oAZH?|_W(Ga}O_?ku`J>*QQjnkcz
z=roGkeYLh~JCE+|zH+vH+g|rgBx@yg`L2h~d;Auy2R%K3>UjKp!{|sXU;IgrYE44C
zk%AIQVe4zb{5#~<2Ya6fJYj61e~+8(fxj$03A^=di|2|ZaxND$11ffv)tSxT72o1k
z+V>fwBK5JME`2Ztl5%=lV=7o0^idl8Om^aar~GPFees$Z$>enm6M@rXe)`uIdB%79
z!O}Uq<F04t&mu9vXjnLr7;Q^o5`S1uvQEcU1Cwsfq`mAKu-cp}!q@p<e{7Ie|E@LH
zU;U?PjA7Yu$c@vl>+itEh)B{RmQWUxcGk=N+H!H>);O*j!=o~TJ{^CuWo2lg@Ox=n
z?|H5%d+HQXgte{x=x2Pkh`b+lbxpUt6))jm?d<K*32@Nd4;DQg11Kmc!V%yarO}px
z-KL&CIvG#!k1$VB{!BZ7e|^t*U+h)cHYe`w@3WC$6@0a*TBx%{F-R*U0L3RNUhaTB
z2c5mVym~-w+93~hH2-J&;~v{ohs`ccP1PE9e=^~szzby?Ue7>Bezs6|{hZvmfLa{G
z7$?AXAry}WE3_L7hr?gv*)k;z8dYI{l4QfXk#d!#sfV{RBIQRLe{C1K{td*vl!~Qg
zBaMuLEY#iJ-jZ?XvnqzBL?nse>F2J<F%YE{hQGv)$WxZZ4iUGuE*nP^RadWi<Ky9>
zxkud}(yMU%YhBzVLNOJ>%g@ik8$XtHvfy`bw>13!?EnA2x1Y|Qk4TS12=4#(b8ILa
z@;`BoEvH1KMcOtSfAH>^h+P7#uLob&5+e;dZfyChH7uv#td5M^NT_C=<E*a!o=kJ(
zTdSqk&hje7oOncHv2~xD4&u`RQ6J3AW65m}vKcVKDt!GH&4`8IlzOy_Wu?iL&NXWV
zK6AhigBi@E*pRgb)D)!e>zOvqEvpy)N7!1}6@I8A_~`8Se@iTc;M!+-(`jO(w6svQ
zM44HQJtcjFQQJlDgPtBPT2NG#crGUo&x_dpmvI=zdn5^MDNS~H$#3NO7Mh1l9uJxi
zV;b3lJ+4noYvxGAI}EOT+7RFg8(#Q!Q^m%+8Q1oeY}o=I;p{@oh&)zyc6JVq&~8J8
z$>lcR-D3|If4#Bo(^~ClNFlQ<IL@JYsX#Rxa<SeU=>Yq-%WwQmjm2>^gdifX$Ea#z
zV#0(gd?%Qo(2^x0Z@0;UP|~{I5Bs3=V<%E+sWy8`2!Ucz0)#ZOm-AKAtAs(|Qe)|b
zZ)dzOn<^<OQDb=#j;O1zw|wn^m^nA#4C{2&%l`6Zf8141eJUj6dEe~N5Z1Qt<PQT*
z=3sI<y8icln!?%rI?C!Vum$|?r;|@z+ScMfhpYsVI{=%QK~#u1{Zk8jD5XV4Mn=!B
z3EL?7r!}WW8(tmZ?Ci9(u8k5kD<>x+lwYf*rKFLc41f3c9gs$%8UNgLBA4{FE#F&{
ztv#9Ef8H$`o#L~<4;roI+2|eano**|!EGcr?#)|sf@dg7HJ^XbZ+~C%J67uwJ^uM6
zOHz~J@8eG_NjJMQNfQ$Sr>E`9?T2-9&38eHMU!#Ew&$0Z?Cf?v_vb;`{(eHR*+VDz
zQ5xOj>kjglTbzAaA|G(kmM#yQJDK}tZ@i{}f6*(y#E=F^P8)qQ{EgfFZR&!N3I2_e
zp?K+LEZjRuHWPAjya;=(1*Ejy!OmpSQ!)@>ppIYNU7y}w9-;?zPEDy7O~ScO{xZ{r
zQSA*xKK^@Ct6IXrX8X3bbgDi--yIZ@BuiuSIGp|Xz5PQ_tGYT*!eCTv?Az!;<OI07
ze|l}^ag75GH#avqlmMf+)T(BV+&Gq2C@m|C7w088PHAaV`-f)VW|c~Nh(_s5JuhG6
z+qdjRlYxD?^fM2B<@zg5Fc$a2gGOC(jH*U0HTCE2?(Q?e1afj(^gR!Lw#LTC_Wt)9
zTV`?2StDjuXQH40Un5Ay>G`>DAGvXmfAC6CKlw$?i_sc4mP)x7k2$Ab@JLm#jaey2
zG|F7Nncdy_2u*;jO_qIy`bs?P`r7m92P9j=DIDEv4qT}S?-DgGg#_xG_4T|w=0@EL
zjWV%{zZDg`g_cgE##LWtb|rK__W206x3wKOz(^zjrj}rYr7+pzzC>Q9x9a3cfAdyq
zfO0fmo9^V$LTVOM4XZWOE+_LN<ESTNLZD-OP@oO(?ca%)(-9B9b^s;`HA4FNWyI|1
zbc!(=ZLiEyyGqmN<j>%aE50-N08v1$zo!WcsOGS~A$}N9749f}6>i<>;F2Tt_qFGr
z{OEqxjn*YrI+0X|tS&WOn*pmTp`*Z74u9Uzs9vKgCZ()Z_I*^zjM-uGAO)t47{a3$
zWXB#pZf?A(@@UA<PO9c?NQ2%YB75@|_CINsma+^Fzpi&z`TaUeC!I9aUfQEkmwg@W
zj3rebnfkNjoDHu@5Az;?&rMt{px?1SnC^CI&w|rO{7y&szOE4@`v@!5h3c6d_<u5_
zu+r79(k2k3eS=qz1b;xw=;v|Zljq&Zs@UaCxApd>T7Isj+~ToLZ^>$cdJ0AhLx52k
zC%8!?adC0y_AiVHf+T**6o%A--*<C<x8P!Gs*nN`0wQtq(kMJsW*my^NAwZZaWjLD
z5|_xBzNfP@(2$(LxT&I9m;I+4Eq}&46s3H^tU6tGx|#<$D{X#>=|K!EGL84|i;9Yf
z!%+i}DTt=yb;!wEY!-o18)gHJ3(JTFg(`v_n0XKt5*lno=T@~5cfU*nYse&~Jr%_<
zBl19)GS{z$<k!nlAfPeJG{*Vi&FcP*2`G?@-P@;wjml@w@Q(papdVreAAh%cYrc>a
z_d*q18t}r_Nc4N=A<AkBX(+om>R%hQ+-jXzKVj4NbaWuGGSwy&1t#I61p#H4mWeiY
zxa6~V?)b_IzJ21L$@KJe+uezrL5y40(ns&K!Z?ZKiD>E}QCV~}G|+oZIvh-0VqLI4
zt|0~ds^==h`S)dvB7#Cq8-GpTf|=ywl2!df4bf=ib1Vd1#3g}wwL2Vy0>9?rE`dEO
znTFaL7<BBr4J&>`y&bRlwi%3PXhe@-Ac`xX+)v@#LZun|7fTq7-{mceWLHo1&vAQ{
z235hSGk`?C5BK}C`}=#h=GF-d1enn2ew8I}<gFO8#P@v`;&6nKk$(|5VNjXG@n&C)
zXkbabY)YB=?DnwTI5bq0<&VZPJ!$ZlhD=L%#Fy7~j5@DScHgdz?l`j*72>6l9@}Yb
zAzu1_whUZ|lL|HHX!@S4{`pkvM1T=It>Q>*6BqIhqpGQi9|95kfJsM#t3Y2I&|WmR
zOfeDakn{4cJ`BF8%YTKni-F;Pvr}|@d~CwC<JP<ok}u7@+Z1DwPz#>@zkY`hX;pi(
z5i1gpXU>&sR+Bnt(zW(Ik69d}^sDiO8cPU+J1gn#&W>Rez4!j*?Mkzs^}!l6juqdD
z6}gIj{I!(Ho?gJ1_8`yj`(?4#RuaF%y}ysQx{*<TgVp}h!++3i*UA%^155x{czZ8E
z6{h)%0EAs%SBEjt>Q$>%az{qF=>U_Tgeo}u`Lz`lg`Tk_3=RZ+zEOD|f!9y%T+u5I
z%bzHo*?lFYTQ=u^e=ZWr!s0}tgo)gz$xI?!G|72Pjw|-EWS4%nlfm7|LQ`)hj&Kq>
zVpso;NFl~Xv45tuOmTWsj(-jDoo+pl`88#9*GKHvjvd<Ts4E~H@p%2HaXXWX3Q^TH
zRgB}kIqm^C7v=3OZ)iRnvxxmcCO6&>X-Vo|tp^7S0DtWxXYo_6bK#FBt|fUJM`NTa
zoPIJ*GL-xGH52Q6CtUUYj~reG^u_&Yd-{xsyoM#aFMqEmp^?2)ZEbC9Yiru&Xx;_P
zL$kB9U0ujl>jaAJD;yg*eP1lozDE?OV&XfES`th`)zy1zI!J$qDbP|=lVF7`FYC{0
zW{=fZRjHIs-T8?O9qdo9K-Tuce!J?rloNIXs#H}__lr$1312~F&|4>LElX~$9CL!K
zg`Vp<_kTN#1XZW+XMQ$;_AHO&P}@pvCnY82FY${{%UmU>3esk$rmki9Ki*%i_}$tH
z()Rx{H#g6pV7A%#`4fj|@9BJ!F<7)(Z}P|7+#DYJR)+jA9Q_SqX3<F-!RFK>PeFoU
zBH0>hSIcq0Ip?2X!B3VgaB9p@EW#{RsSeKBn16Wf(Av`SlYC)rPRu+?mzA<N&+*cZ
zPBAju$(vSbH9^TEe@*kliub#P=5kn>dT6&}nQF=9CH@&d8g=W%(vpsVz=(_2{qcs<
z%*^HOjjp$Modc|;R{b4G!Gwd2{o(m}<DT0qYP`pj;l6U6`lcpLrP#~t$Dzv$7JS;p
z-G75NJ=OzH!7SMVyR@Zj-wPyIPV?=>!9lrX_w`ov$cD<nQuEX4a40_A*6DRzoN`q|
zOIw>T7g5)(*Wry4YX%KG$Is5h*Cl}9IM>;4FRU{MLsOaw)2NC(=0!<qQ+4&npCP*0
zqSrE`v&comb2=c*vm%+zMaSlIe}c==&VK{U5}RqUYKPsg$CdiF;^~nR8&hQ??T;HP
zy?OM_W<FMFXx^Y;X~u-#w2{5V+&5oUUsu0%c6N5Upe1uc*WJ+49S~X*T#+L!e0~Jr
z#3?JC^P7W{le~WCvgX_J;o5~s=Kv__I86n7J0kDu{y~@hvX|_G0fB@{=@iS2Xn!(^
zMBuBl+xyQtUw;n#avF7RT<i|TcW%t+UW374NKri-NIl<~2YPCaZ(p2xGpQ3>uk|R=
zBO*Z_)qiqO&Xo#OzqwA!vkSNdE0$(VJCIHtMMjhg$5(uD$V%i#3yXn#Ad}9Vqx~H_
zj%&OZO6S+XrmCVV%KctL<1d1lkbnQ@$Veu}E#aychpRjcqQF1|Hz~BF>Yuq93**N$
zZ`J2Wh@#TUH^!65<XQTXTqaN2C3B9%_{v;L^5*!31TsHQ-&f;~617sGay<^4<48Y8
ziC~Bod4(_+akxTl__}n%W~9h)<EnRgd(WF*u3ve07+FzK(b*}cH`CwOM}HzgK}(yJ
zo{o)*OdH$3@AeXvEoE50k}qL!vDv*+jU_rd+VC9K6%g@Um<A8sm^ES0=iz!Apa~nt
zt6$1XOXcL`It?6v<>28#E`!2oh<!(f9P_bO=h5@;@^eYS=~~w?F&MR3`T9#eP=`{{
z<k=y<M}MO(UT7A*;*LwxoPW)~@(=H(t$5TDNy*5Lm55=b;$(TQ$!X3pB2gU!Z{ECV
zzrUaw9b)C+XkM~Q+|ashkA}S;o)hEsTUDN36iBOgYF--8uz>!%yp<~;x*1?vn8=pd
z{u4MtN=hmzCFO|ytuTYqxA#h|E!n*2!=#rW?O7<s51q%&b8i~M^MB1HeW|}`&FBA>
z5<LmlZLN>bphx#a|LwFA0^$9i_@Bj?HB~>Ef09umPxaS=7!_02@DN54gwd>Zkk=8s
z{tmr2<$<{M0w3eqhqsC!Rb6)Iy+2zyIn0M7DL<Dv%BgLyAVN2<rpmQjN8Hc~|AoZa
zRI&|+Z{E=KSh>5IEq}LUpL*7OIKTC6Y9P7(MGVtvGO<tFiEp(ml)ETQWrulBWcxo{
zv)=e#9T^JJrl=CB5TH^~QF(g<hy(ya!K=6J4>!BNe*N0$k9F0vuU}}Yh=n94s!sku
zq4RZ3t(Ax9Rr8Iwy!s(gHudk^tEr-!j)1VjRd2?1$uUEhJ%2R4Az4-SHEuV7IQggC
z-6n#MD_l4zxDCW-J52|Fn=5u1i7@Y8fd$1wRfhm7IJ~*s;#t$u;xqf_?N_FPy>l-e
z9Uax7%uJeYP6uM85CQ<N>sNYbF$GIA5OL`HaN-30O}FE_S?lhKB%=cirR(Ob(9>C5
zyyL?#1L&%`)_<e-rCr5Bw4L2Wg>LG;TYghTyVnc<<Mr-`(4O<%5Iep!MSt(jp}ksb
zNmgDZ#O-akrj2msgT{>O!h_UMSxwDc+571BN59Zsp{Ty&jDMwc(vLq@%-T`~EbGn1
z=zrC)4m(nVOEt<=Wf$t;R_bNy;I4NIb;l(0FYaz-F@FNv5y87wwewcBIcDE%ER@+(
zt~qX`P{2+8kHUqWEN>COs!6w9K&X|dHPoZ*wDh-jLtm){iLULzV*o$=9L>=vyFcp2
zhiY=Wy=XgR0=#uHf|B`6fF+BLA*c`Wqpi*F_QF;*ikeOR8Re(IaCMd!Kh5PYM)7Ih
z8L@=?$$zM`wN4{N6>DBfR&A<S*mtYCXlMk=_xJAs@~RkwsDZmpRhr+H?1(4EIcV1;
z774}o4i4O!^}t?de<z};_<j>=?O80^)yLHmsWj?lrKWb?zx2R!WLrhG+PD?|kyyTR
zc`x985CGBFju96R+uygv`=UCe%f8*jE+qo~$bXxskgLp`GF)hBM1$M?-IfaX-#I^F
zYT=;%S7qk$qJLhXOi_6McyyJe#W$2t;ZdKixp&TZ;1l0RAl)?mMwxKBzq4BV`O&U#
zk^~FkE(UDC?$`y0=n+uLke}*gl}*HVT-<x9oIQkE!=CPJMQW)87d8vit^jx~&hi41
z*niSe#`U1#5kRPqXOl|Q-;S|$z+i^Y2orM2TJ7lmjR9?X$*_7|b~3Ez-JC2*LyL<U
zR(apw^73j>Q<5LS_9lvk2A4xfDqj{vN#=jyCzJpa&bV$I!@#s#(SAAI2IO9H2p~nT
zecEPrkH2<)+V;Hm@neoH5<7@-hgZamEq@>HINxL$t4c2#$Kq3zIs(A3-_fY*OQEIe
z5IR1s4}etaY|+I6E^4)Lx#nhPMGLv+>DQ@{3+HQW7sj$h4$r;z#0fk?2ykXG=(9xp
zv*a0rKv%IwZ1f9S7pr@mqTe5Ecq7w~_B8bXsO9~x*+{^$R(sGSo~|mzs#Y5?=6~a!
zf~42>_&-tly31jXc2uzdoP;o15kGlEvZ?9+2FT;A7#~wOK3v@T&eBJTwXS{u1AR->
zus&|qYnN-Zui$?SXjZ*t08fnuJzMKlV{x6mD;m2{{Q8>ySGOup`pD(sN?Df*+0{ro
zUx}KPw1vl;gh2z>sd`YfY{AFxXn!K%ddQPO==k!JtVy!Bx3{w<Ek4&o_YUCPf5V=a
z8RjOfYtpGV3s$wTcPf<=NMT`KQnHwwlCqXsq&Gioo2RS@3B5phwY5BovJDi=$c0^s
zRAhob<_9}}Kkl8~obPV%Jpg$B=Kf)8tMF!eeB~vxu2(5EY`~G)HFYZF&wpmHgXX~7
zcqt#Mq#Ay3u#MLA{z5(5u=q(d8hO1&S=`448s0~O1>*!D)l5w#GQ}8(RNm=>PXzHh
z(>OXX%}s!XQ)ipT*wvKws;t{k0(Ri6pDX#8`^`Z9qA*jjFazgz{5n1C6#2JY1afyJ
z=w9e8BVN&C-C1F#cs1#8wSUjbp<8py#5zr8A`yB125iS=-jTW^DXmbQB}u>XedSET
zph?Xfbr+jsHgRHfG;TvNK<>}HgvL(w+x^PLOAx_Qh~GB65Psacn2O!P$(`;kI&f=J
z(hCFqC}#r$v;pNwVsW7E9`5a}TJol!`_g&HLn)I`T2RS)jV4_6D1Wa8fgD+m=rzip
zP__;iT>tfp2=uO-6KRSd?(mic<^;;L<}~`zoq$JZ=e>8&l7!`xqkU#nIZ(^IP^ZE~
zRqk4%@+I3T^fP9S7@}gA3sn&%RF^%aAkl&~Np&s|YB&aWe3lj8HHUJ+jGp6Et}$#@
z1MPTex75@dr)-MzS${u&LKK3ew5DBGUmw{EMrv2Vpk_upQm@S@oc_Ce?p38}0y|QJ
znKNgq8D+ogT3gWClU*A>y>1~8pK)#Q8^HCWqmqpwWmYc10I&Qs;YyMXc_#RU)O_JD
zo#Cf*<PicC>V5#uKSMapcZgyw`krnn6q6DzHMvF_2kkZuB!59rRxZOauzu>Jp6cuB
zn*5+5J0gvf4h}oY`?q-<c8{(GiIWx`gCt;PM8UK(84GO8bAPN&&B-&Kp6$G29}@Px
zfo3Y!h<;6MZf+J35J)S0CY7LCQCazxJ8nED!K!wsn43`ScPZMC*o)+_fE>{RLr_|w
zkk?t*o6eJW#ed#Ln#1AKnznZmMv_;aic^t)n?`rCy||oze8StEf#UL|j}#h`Z#sDz
z8q#BY1S0=ErOUondud@|*o4bTSy4F?t0_q~I#;_q5B&#4f)G7II9rM|vJn9IOG|nK
z)Ca?t_lIq_G4!I{oJ~vYNP=eg+@d#>sA82fLG4LFM1LIL-LDL(2|ugyQbvb_JTGQ;
z_yh2J0DRlkSLuYVQLn-Kqr6$5oPCkz6IY`A8m`lqzBbsOYn+dRmBvf7u+MCZbz@Fg
zXjH#R;Ai9;fRcn<#{#cBw?}DyTVF4(!S-lEg@eY(y~92ulP72NcA>M*O**X7@?#H5
z_D-(1Qh#tsF4RfkBXSfPbph}HdC3724f3;D0BUum-i*ZbP{B2j&hfQh3Mrx`JsHMM
zzdYOHa9n{Zd`ieQ`zDP*-CUb27OX*lpY>5jqYWLbilmQJD;ljSt7z-!a4T@9%J*$J
zvUir5V@O(B<$OIp;}$HC%-O&}2_0BHXiP*2wSUth-Nod3!DB)nzP4dzwWL)39lwAJ
zR_C_ShZ`*WJD!)9H-3;Iv|pyH!F*d<k}tZb=;*s}BJ=mfD-+bW245KnJgS!LUJ`b?
zGe$X=sP=jR754WrOsmoTaQW^|kaqL*y54?;hmz+U>AC);;9=N58<;FEHmSJ79MZ#3
zoqz3b;#9hyNfU$sfcd0^0paG}@TAq3YLsK+#GtR9W0ifC@dhY9cfJ>UsfkW@>}F|<
zEhMGP9!>T2?mc%!eYH_iYby{Onx>&mr<>J=7q2I9LO+LoC#IYw!V6ygZ2*o_&Ifm>
zg4eSw38X{o>M|9#w?@*xGC*<@M9R<F27h?BuUtBlPCuq7Gmg;~NsD8UAW2yc6svI>
zRg)ZOE6O^MI~)Lg#zY<yRo$AGfORxAHKkgD>fGvmc`!def4)2Oq1EeEu%?!l7)(n~
zFLTv|-PS(swJuyeVYNKXYbdqK@8(RJ^TVn^3nlpk8(lOaw8g(jtWK?R=6am>z<+pA
zwd6-rQ-m)lg$_T%C+y4sKWlsKG@_v36{-a#LjCnCW30Br?g|gijCZmOMCV>Y=_7eo
zy$h3c{&$X^o>~}z_7{R2uKV*wth{uQBiMxA7vG%E|AF0WYilKf)Gh$VYoIxTiuZNQ
z%G(%4S?bKqCEeKfSsy>jQUGa*D1Xv?aTuEu`|l>nvA-L?+1_&tWGYr^{=o>u$2^k5
z`UveK$_PJW1ZRi4ICY}D4cq>cNrfw{$e0JzKUUIXiVy-YQ8+__%-AW?=;X1}_1N2@
z_+|JC`*_IvQS7YRyZX5|NwNj1m}Cf-!)2l2Y9wi;=X&$Y(03k-@0>M)VSg3q^k?)q
z$ot4vyxJ)nsJPkccm?(>-}<PqX~}BEmcf%qz8e{S@u0i#zme#DatrBZ{}rCk0S{L9
z?&;Rwm%sn-<~Lki-2Wqg{}{0*)*%tG_u;{Trs|&=GXLq$O&6Cz(R!WeqT)c`K#cl`
z`H1@7PPf5nqZC^Yt9D!h5`T#klB|JVNRO4Ldy*UVe8jY{Kt74l{@A+_XWyF9HldLC
zR44el!FfB&dsJw9(c3?vUAvqVmm^V(FQ=V6oXjk$2b)`RJ%r*d`|?VrJsDOAa7}8k
z1Q%<RRcXp&bdtXW>&>tY1EGuAfTk<xu4T+v)tYe0Ab|YK9s}CzvVTh<JpSEXStr&8
zlfOLfih2`ECvxDRgJHP9OK59rYngU&ydkBo4iss@u{vA&;0;)`WDukePA1+_(zD?>
z31wnpitIJ2nd{Nh-OeDM*xE9ynfsIRcyn&;?M-FMI@}eME#j|OG}&vU@^nb1!aa{v
z|Fx8b@)Mui(c8}X?tjx%c}a}8;Y|cpLxCkF;fqL#9eU#`@@?H2S8!TpW=N=u9@&h_
zPglJ@a%1_)AM%X(0J}oYN)F>n#UYf)pRlTBq3VE-ZJ$~Y-4yFrZm`jC{>kD79dvSz
z%S1sYq0Wue{P;8Q?S?M$1eOr9>FMdMtt|%@>|5*{!HR6P^nYD|@{?`_^y|$i6sT5b
zS=FYEm?>F3KDVqq#n|~U0$BJx*KLb1vX@hBycsB8W@ew}Wj{v{i93u|>NduYm>rW0
z4aYZCq!+%HvZ>O{$j(mT8IX;c#baMr)0h=&LE3jcNPpP*`X1vV<C7sl96=XUf!YAa
zpu=JG9{nNyB!Ag5tpyj%rSMKa@x}U=u;i4K@PTSp>fz>UhbqlPTv2t^=ps@jjJQD)
z<y&9_R#s`%XUfwq?;{VYO_Y6=7%IrgAgG9_CdcZiIC^88w%hdC+|Dj0Otpk$+sDid
zZ94Eniv>U|a6iME9q~xF`5usFKH|wS5W$k{w3mAuQh)F==ijBjuhf6S5n(QRd^jkK
z4lU)IPS?w=-bWM;$H}GuWnSxxrozU?URYR|us9n?#IiTEb+LOam|nhy{CVyAUJKhs
zRE5Ok$L{X#v4@Y14Qre<s+n(4?`JCWj$jOWF?IEYx&rqH0A?@{Y3b@_q@`8cE;wcY
zaJspIDt{c|FmD0X(9j?X54K%+^XARQ#)h@EwXv~rq2=_htHPw4n;Rn|Bd1&h0{ms?
z?B!eXfD3l68B7ADtrJz(LQ4QV3MI*^mrbd$yb4w(k(h*bbN2Q3yXv*8<wH7Z?>OAt
z-RYAyV80cOT=eMZ=nfrsN26=Vi{wj+cYpdSV}FEsbJ_Nm{45F~kgko3bV(4!K{cPz
z7tx+{cA+9yQ!lvaO0```NJvPM-30J-X=$71=~jO%T}0jwZMOeF*XYlph|*H+<l6Rj
zk>Z2D)6Vf6fxI{y!0cAq{j;;O%%WaL#48rXDm59@bIpk10z3+zR**SK_S)ycKVgs7
z9e=UwV*#Z+nepHBNbQil39N{kJQW0M>*=+6owIn=D>E}k{IY;DGBITf`+5PWuisI-
zJbBv_Haj;5kf1tSs!zF=lw4G!a2s;Z*zNzt+gk^<6}4@@p|}(;E=7tJhXTPH+@*MN
zEAH+TcXumLpm-@RL5f3xLeS!x0>$0W=6`v=Z|0mi|333(W@i$TY<AY#_kI1Ym9_5e
ztwYH`J8@?GBqFUMSbldXCb#IXZY*xxoeg<SVy2*=pmX`1RROK8rDX`rL5Pti-%qVg
zF^C5d_PxXkdyZ96Z95VaI0a1^<KNlFYs%P7f$UO~=rNLB^V~?~oOlEAAktHGwSQ*a
z7=0sj;zzrKFv`FVFQ@!4NKcoo+(CJDuHewcF}A`6aRLpsZ%^g){9v-LG4WJIK8?6A
zjQ8sD^2b6|skKSgCUEi$ETqBxPPfqE_x&-%8Dp+U8xynnVhds}xEM&0jLUK@Uz15(
zHnFg=V(YfIw`CHj<Qz~UdBPwFCVx(zp8Q#gH8nLWt*)s5nDhbPD(QCcrxExD@>5Fu
zVPH7W0Y_0@WxrRvEek^Q$S7SlDNacxw9Rk^QBfzo?j31g5G(&E{&t|fJ*7aKbbMAq
zC{?aiIZu^B&H<e0XJ=<R-;>@2t-ZPV_}ZIxIV};3ZRrKx=GRM9R1~S3+J9f?=VH$@
z0*GSz>BZ6_0c>H<06rFCcjLF>zO2uVs_fgUk77-LEPjax0i^Y}6z5EG@?Cp3C)W3e
z`%NwNWcBjYntdGx5%fZ8U$_O*28ba^k-^;n^__e``C2pkjl2`Wi9i!+H&j?y7^$bs
zuvUQ`=Nw%b_t&dZOreaI-+x)(=8RDd`#$6h4&pH!<k7St5m3F^#n2qJr*!MWEz+tS
z8y_#q-14KEWErTSS0}*JA0kCQNb@4B7#rFA8=aOqy3M%~|F2Aeg=YXU`CXuFVo0@m
zxm7j_ehn_fX61=JtN7sHVEfD)##@K>lf;z*HH#7t9G{|G_BJhgiGS~(F*2OeH$%U<
z=g;E&yw~+{;nytM(+v_gDf)$oh=|{@1?`78BU4u!8rP!ODfGK^y^GX1Cj)xb49tns
z$|QoJ7sdxSt8vCb;p5}u(U+)%Z8g1?tfSePnL!KJV4CTj&$qg?>amZzT^zwZj&&i8
zE1dmM9^;`;SY^g<<bMXlE>ny;{m@MjJaT+n%$6k1y9G)<?MwOk#8O$|6cidLA0P+j
z|MjL4Zh?EBcr7&@XjLMYVsb~-8g)t2CdI|Y(QPd~JotaD8ndj|U@3uFpZ7mL29#_3
zEQ?6DkfKc*8yn*=>f{{g_DpJEyJ2OZxSq!=lbn8uV`-d!mVb*-JUWQj*Nf^K+&E-S
zjz{?<3f<?sqLQGxYJ0d<ZvewwP9pwT6aV#JJN+`>?s<fbjeWQRje%L#xBkya)<9-1
z(WMb@QGo5y5L)Xs(!unfUUwL8S!t<L^b8m7=5~mB)+2(PBoMEk%&hWWewxd-A{f}-
z+Qyf@r14~<Gk;Xb#OoLoKTrbeqZ2olyge{bZk~Mk`AIP{vb41H?+;~fL9?O3l>#UU
zp2z>CglBzE@-i7njJe{#_wcXzuTKKz<@(>K*rTtca3)VET6^>g-D<NVmA1OE1np3g
ziIA``r$$mA4f!efnnU0HKw7eSO0y?Shzs)hZ6RHzRDTZ+ihT7<SbRA$Vi7c^_vK0@
zpGWd+DgQ(fZ_2MN;jApz@m%n5tz|v>Lric1(U<z;U2jrR5suz6xW)B(XyOE%)GU^3
z91Pdj)Rbq2Q-D@7;Ah^?lWB8Z2QufOgi<$q(;Ta|C!DvrD@N5SoAflHxDc$~mbNx|
zhLpCNGJn|a;Sd~mHQRUSJLXgiwo#+k|K0sLScJUZA%^I%s(mf@Q~iR6Ew}^~1Xw<A
zx+YxT_>B;rj8XKt1G2tdHda=r@r3wz{nP>XNEiTKp^0LFk1b4b`?zIrbjFXlE92ww
zF)nUs8`(T*^3LOxGb|;%S&D+hVd^6!cW$cm_<!hieEqv)zkY$l>G69&NfNJ{iPDu=
ze@_z_#<205+;=SRQ}8=ETvg0eq%3--k_!}G-QLQhMM={BWOK^~p2Af>dIXc-r!Mbf
z^E*K}Qij)-=t5QH7b_H)4_*L&!3ilylBLg5<R18A%4Ao%7$)S(ku%mb`d!Fr?C^p?
zf`9+O5Qm$vj2I0`^bgd~j7j<E?Zxj8SV9}>SJ)CK$ZG5vfIi-hz<*iRhe6gW8`bBu
zZa2;WJkYz#UFKS<UVmKLXFm6?lFD6~o=!cxFf3c=9dB)E`CG(WBav$;Oy#K(tK73o
zgu$S^ytL%!b9r;4n@kVi{=telGUpa+T7Nfx$lN?)zy5g+f_B4eGXNG75V+PEC%J3L
zRll_cv$OUSHWtin0A1dJRgj;t4m;!4AF@RV0_@_!f&G$6AJPiIpiCIjKM-Cg$?DuC
zWFi*G((hdef{<Py2=~23r}^~h6CE90&A;n5>seAW>bVxNoZ)?6Hp6f<s6P9ZGk;y6
znOScd#S70#cnD0|wa8Re)7{+st9rSjiVDvFI|qlhmX>Ogsyum|G%s1T2FtEn+njpZ
z<0>@byAKChoXhwV%(uswlPD%_)B=m$U2mi5*w^15+HWmiZk?T7%ErO5y0S7pHijV1
zL`X(S+0TX~mt0d@ix}L!yKBu!Vt*cMps(MzdEzJfbb4x<y>oKnTs+A{6cZ;+M}h5V
zZ?B}Re0XpGfHmM}+uMc2#8$yR_E_VNWPkI0=*lMG`Hr(tEOH+}f<OGm40{2xb8ujZ
zhA<!K1$0SVyH1RLuk-yYIA`-tKZGoN(vDA|B$-~W)H=VQ0O#e)b=?7-I)5Ds3W~mc
zbeg-nyAK~eWS91DI%{fH8-afF9stK;XQ!w+b9d(pXpa9tCcRvv-b)aG{f9B*x5LA7
z!c>7A_&dH~z3a7GN4q_{OQC;!*?_kcu+wZkq`b`-m5`7Cw5L#Y$Y&*)e*NQBGQA07
zhWs19w(L?U6p9d}>5$Dp6MyO&4;>?cxf`Tg*x5Tea-_*yXETg)Yn9K~czpo=@z&wt
z;rcoPNOW2I#bT=rTF>?8#&noFrNvK@;i)P7(ps}f<fl#K>zJ8$O5{{j11JFGq0z)i
zBR)p8>oiLg@FmIOLI4CMHQROj<8wg<GOZ)g>Pc>HZuWt$6h-*@IDhHkQk7gDRrhvn
z>dyx1vl}<jfpkPl_kDQD`g?t#RA@+5v&X;n_)R&s&u$hLbnR3%XQHCeK_nz3i53gd
zN<hzpe!Ek??JSGl{{^&!`q4vbfj!Sv)r6ZspGq}N2iH~TB;0VcSu`qG5Cjr{Yn}IS
zV(F%{Jxu0+b!bCiKYy%`l}$Xv`G}2q1i08>Q|#C4)V-V}X5l8rQKi;DR}uDjZ#%C1
z#&-YTVc_RuC|v-%BZrTBiT>B6Lx7*>e?vMZ9AWafR7+)ANv~(4G19*9rXz0<X`WIW
zV}qUlvN1klA1;BN3W?dBhS=~4vC~x9%qz<vY{^U&gqjAXw10$&iQ3ADrzOKeehK~o
z2gNt<lV{7jB(~jW_w(|W7aT2Tp;Jd!)&YgNo~WfUk{tqccpT%heK9;c`W;>4j|=Vw
zy`0ka8ffd@hJtxS5YB-}*|`h(lH}3t&#(Vp__XwbpYCtY_V!rt8ui#<ylkUC_m8Iw
zHsycnnZ^QpGk**6%5|M{55r}`pb>yW&}jO0b{L{zM_bn<#$c81A61aT?~RS_Pmd3N
zq7z_#tl|Z`0KmJA=Lw;rqQ=%OHak{U?0K&MT>P>(ae%<=>;A3A*7eJsB^P#KpYy-5
z1z>pY87EfMU%=<Y#KfqES?ER=U3X59_}*WijOFl$ynp_Cb!S2X;7j%D(WYbjvIoT{
zXJ;<7&rqnyvkpE4bp5ADTA0c8<AblJW-ljJFK3#(l40i~{o385?7QL%mDQ}*D49fa
z?h&MP10<|*xJByaXf%c$UOnJu*2)DtX|@lzNRUWImHaQK0|O|BX6gd*y<krY_=LtK
z$GGc(Tz`3K1j2?1c~EN#3MbkNO-+Nj8TUM{9RX$0g0ifS{U)5#P4On_u&TLzt^vSH
z>mubTqjvG-jFn${(JLCej2p+t#U<&+;J&zJPLpTy$^WFQRigeLIg=;~{ZAAZr#H-{
zFcn;7-6|kLh3=|6!rm+)*|k$<q09N|JmwCQ#(&t|SlH<$jQc<tC!yyn7Ul#e)-khp
zmtM6g^@L^pB(5qhQtlbQ<I0y)plkA0Ed{C@2f<xv^bA~V&I3WlNbp=PhE24Z{m&+*
zJd#O~s)P_X!90C-?P{%~<#xtl{_GbwTAJ_jl+9M;KZbqU{wZytE7`667<%`E{PZ^P
zPJgWG@)&y{Q(rCdWq8@*K@loolxJ+*-QCk%JL~HaPuYaBC*XK((%V)frCOD0^a3yA
z;|IWSpbf4*R;Qbg03N<tOM%Z9Wjk}^PYx9adE<7^*DAwW;3gDrmR-6juwbW!4K}ON
zs>~`yw;v*wn2`Ls-)6r!MEkpTw|c)V7k_FcnXQ`@+&xB+EXnvHIv-9+O<j<LoaH(S
zo^M$D%+*w1U*FjoFNuRf#SlyzvTW0MdefnZLmD1TB$$WIia}-9s5dn*q^)RHkn4J2
zaOhvF&rYCLr^A{t+HdM?X0~~_+#Xx!d9-4kt;I@IAmUrPe|vh$O?w;$F=1GyB7Yj*
ziseCplSF=7cIe%pN&4Q^RUlvTlhclu3~&Q-CF%gP1LR;r(zIw#Yr{+S_U+sFO{;9J
za*fV_hqfO-XhX$?WcAi))8q>qpQm8g&e&8`0O{T)d#CNNr{{g`oJ6BX`xr^31`9ym
zRuPdNo}QYTB6MIbc#1310p29w5q}s`oDG_n9V8GXLxZn`kKhvpEd=4~mzS4u<osV0
z%>xtdqANz-mlYWhOBR~^{rqx=&A$L)Ye6ZDA5No#IsI1v`}(Efi4Zcjj&Ipn?H4tm
zSJrmXG?|`933>{JC(L4(+uSkRJ8(BH_UG12mmP@RD`r^K3%r(im6Twr8h@IvuxR9G
zyHU;O$D8b7y!#io=-ggpuA*Sn6z*fz-ON1IQVKJxcYCBG7?Y@PI8suTM3E1v#(o8L
zhBS`S{@L|tFSUl007y6?8YCj_OG0HZw_brp6CWR6W6<vLaO<uFTeI46X|1lVM#Z6$
zEkiHEP*&i+3%bg!g@Qk^Nq@ZQ{+>-a*rP9{sAbt<u165=yJtX!EMbjPiA-uqiYzE7
z7#-d$UowTPNFP^!S>!8zZh8v6GmFj5Yh)cg6V3u7OfUd(&wJ1rA1vuxri`@l;!n!G
z(;rGooZ+Z$0Xi_A08%nRuq5%Z<ZG|=^98FSnH|eD>akYqEcz1BB!3eq8p(TK#+|8u
z21i_+f3mn~LigL29j^9fD(5@Zc$Hvh9gU5Ry6(O@^trBygKOSYczH*yW2+{-<8qR1
zHE*LKl41e(;(p8-qj*Wy*(pcM)Mod?;J6h<ijdwGHJCbk1^_lM0=Nltys+TmqX%67
z4h~*Q{PJH7yx2=Sx_|3D3cSCbym|mSo|=lv!O=1B_FT>fvGYi~Qgii+TGTIcM5RDf
z3VFKD{_gnrchiA$N63@JX;K{S=?8-7MHxO<2R-Ryk~PvHW6~w9+ikfa)7<!InL_J7
zViQalcr*L%w2++z_vP1U<_>rt$O2Om>`Eg|bTRX815^YtjDPc^i`MkH1mfV&>)akk
z(OVQ`Ehdul#)lemGvs9+Z@CRymdGWRxaRYuuw}{6C8>{zBN&_xk?6xCo&3mAnar&k
zV7s{r^gAvp%1G-uW2O6TP4)_gE*q(!qCD;k#<vo^=@!GKeSuwRIehHRmmBf_FCoJ}
z*?3l>O~>NzTYp>s{gL|r9SBgcA}}BiSX@;o#Y};v&r6$b+EuVeH^v+hRMD&{<MO|%
zYa`Hi(_BL8P<=lchVY(sI*j}yF|z|k4Ot`&QzLyIF1;j8O6qUrO0F{I0CVx28)6Qy
zVhTgbSGk-%;TUcn@YR)%Wj>5gO6`mHWald4H#R+(t$%q#>D-W&Qf<;?wxLvJem;?u
z8ljXtbIJ69$K6AKJTvH9fr^UC2YCZ_;t~zQ{*l|$yN9p<8(Ryum$9?wWTa0ynVC$d
zJlXB^a;fSNw08GaeTu<Cu|#^gbPG4~LRBk&e~~<8#30sDAfKRwynimk*}MK-xh%yZ
zYf~U$P=A71sSFm13;L2OpG+TJG;FSZ1uzFd;ST{~gU&i{Q-(p}0u;(+uss@QissGh
zMuV8wXg<(<xc9mHKQK+`@~Lp`rEh_#f1C4WI8(F^Lz?_cZ0sK%F2eNj__doSEem!G
zfZ;`Y|6PX_EP@XynzZ81>SGa}XkT{78Pl>lR)0DKH>MGUNu#}gqpPDM;JkrU@!>UY
z_kLsJyP-WSP$+~ZelrtNREp4jf8Q}_g%t+*!CGugOiav^70VQD)D@sfh@8eof~Chw
zM959ly;mhep~*`0(ZHa;6eF%{xWx0z^+b!T6^}!6du=Ta$SKZwOud{CWQ@?YIzfbg
z5Pz3t%aZnIX{kZ4`q!~ne(iD<Nw&U^64h0<pAT6RzmO0n2(WEH?2m<qk;x@HtaP*z
zn=K)a)Qh;IIiOj|CRk8;EzZuOfc`4LcXrqTojL1xjrL2<RQ>ZVvY@)(H)T;=9qGIt
zRt}CuJ3htp@bK`=ISX_G8hR3}>@mx#_<vqoM@MQ33Rd1n43RRXXy3Jkv$PWZi^=?a
zrsxwd3JI;kFmo5#5_O=>-;98NScJq3ZXzNg>cpr6!o@8t94n7dVMp{asH%!ZeA`*Y
zm1e(3HAlG0wk6$fO9(w&$n&rR&^TE+DK$YMq0s|p{%@8#V*a;oColebUE#BBFMnan
z?+y%v_ZWjf?aKk{Kg06#^KIv9{O>LgW-7G@6R1__@%Q)ly8@q@77qXuE|Wl|M2{a`
z)X>=YaD8HCYFgCXJh$#NZOkt8<qh<JX+!T+!bv%}uCA`xaW#E$(?L~fj+>ufyQ8}|
z0;h7`fO-DYHU%YRURGAmKCMqu$bVFQ*pCt!&F_l`K<50^?6}e~%(1Yt60kp8?Ft_^
zsquTby}0K)DUQCC)7GAwoh1SZP{gM&s=Vk1?nWqCc%kPb9&C*gZ1~fH*(>or?R4^<
zU1_M{#2kjPadGaRo{TASASVHeAFN`&msLwBq=ub-<(>TpF8$Rs71q8j_kVV&%gf7A
zk}p8)25sj6q528%@u486cM&ydU!G5g{N3BTy*XnvR8dwAhtTXW?jcowwG+xbx3sjB
zmXTR-E#=hdw&D$VdKBsM!Gl&{ZdYMwX=@7!KHsn@1^cLWR2;3XcmFNa-^|zwJpZnI
zaD6{nEYpt(>R#`SI9ly8`hPpumYDB@8~At+c3Klx&Zr71Vp?~~#GQh{dMlQozMd{F
zKdPuaLj+yelIhcQegKxSFFCE9s0`+Pv8Q<{EaQ`xm*?v0s$HXh;sY&H&Ku!K$H`O9
zI17b({`^(=Vmj%3@8=~MX5iHo)S!sfzcOaoCoZv`{D)q(bTMA7=YN@Lds9>M(Uh&r
zT#<<{&~5qI*{5E@T9vQB^*}Sawdw;Q@cA_;sNWPF=>=boy$m~B!0nlruw^~zjVUPT
zDC6AcA%nvxo>Hjk$B&}9{c5fKfB#q~&SF`^sXa;GvZV~;LcH=5q>H1AzE5=b82`3u
zBq9rxo2r~`o`*hdlz;UwpWQvkLQ*YAL9?^7$7H0wyKZE<(O#5jNKSQ}P}5)Ba>=H3
znaX7`{id;QmfTrIlT7BiW{GdW+_xn7MTzrhpm}WD+@#6N;161K%$mRL<ouLl`hOf1
zB)tu}Jl|U<@b0%d?f!D0m&mBZ{BYEDNhjkrX*IonK^7;yrGL&t{k^Fv{Fla%UKhQb
z>;W3m3zQHOXXi=Ny4UcF&B26FT)AYO5A%582vvViyv}_@@C|#{kN5T}=;aDkBXK`B
z4>`s4n@TkWD%Irvanr1w69U4L%gx)n705VdHQDlEG~`dwMe{Q=uM!5ufNlojM%vCI
z_XMh6E5Fi6NPkB0sG&W@{;rD7pS)|*nPPB$)yoN?8oS`muQLP{=kv(r=bkTuPINiS
z=@yEJnb5icaD1;YLUmhnGco43;tqPb9%I}%SM8>`-@h4zAzJ&LPXgCRVwU>C5Hz!R
zy1JLJ1^{BKAZYK4#};<JEOU#}J>Krmaa7L8Gg~Zxxqp8r9g6Yt62?itL_v(sv*_Yg
zfYgev*QtG>5z)8S7v6#J^Yc&Sf_o{VvNsYA388P=rKPP!9|)WFkry-8GN8GXMDkH;
z#x(7VES)qjN|^ja3yPSMSVjG=aib*tM2)z!VkK#Z&0Vam<<wG7PMoFGa+TrN*DbJJ
z4MGbW8-E*XYi9f?VgK6(FXDIo4r%o@KgC5y*3>uCv*0)4uY;74dzP>;R}<lJe0+Sz
z^F--Ae9R?71=9BBZU*-;P*wTKlWz$vZl2UaE?b;J7z5d3GXAaU8*Qq=rB<QtAY3Gb
zO$H%>NFg`H_*JMcKPTtfi5I5<UzTF()XmKefPd~=a*lR(-IqKjnJ*brhI6693Rth(
z`3H?d20NTM?PL<H!$-G&PIqv9)pob)7<eU>l*j)mR=`hYAif}`hzae5p|3C%$f<q#
zi{Ra0zOj@YYUTAqz<XS)%in@c!+K_Q!I}sl3LFo~M&<Uom~)%0;CH1FH+T%Nzu<*(
z9Dk3m-}cNZXywxk^9GwC--x%X@Z??Cu5TZDLQt(nUOgQ}LkCycpwfe@A|hC|69r;r
z3s3aLq;mThf1GQ_={`DZZ0M0Op)?79qAPv}m6o>kiTe*2RPVmye&&mNY6eEk^Zz=O
zalQLrfie{<0wuyg26@@2C<!S^IdYURDt{Yw9UMb?5kjP}6_+|<m3(9lDq*khs4711
zyzpXCUB98Q$|5e8puTGRj!uJ11N++8kp9OS)`-MA?CIs!`HrF8TF;Dc?C87Ql@j04
z*d5OiH0xZlS}SBFY}1J6*mIJ2V*GE+r%&ho^*lcM9Vt6o=G^EY0s;b5f5$>qCV!%s
zbtfH7O$ZtY7a{=1jxh7}UEIG=mnSvLb(Oak%)7jM0EsgzF{C8ZuU~s0-BL2%>c+%9
z@6<`u=X@yieys-)BHOC3MYs)Ut3&hRfrptaD5$ly6;Qh<#$7i-Tr{ifrsn2B@Ssle
zm?b|SAK)R0h=|+_jP&*Ojf}2t{C^hgE`Nq$*6IA(JXu>D*>>T}VapiJbv@ZSgHHsD
ze^F(cwrO-+?c6@|ZeBEC&v0$c9o^RZ`0*`K3?Q+N16@*9>$yAwOeI1>LaSYYWvS!i
z<0~EB1ahH?rgeb$&CdSvc=0e~{pq~Li%560QoA-Ae0Y1?7Nz2e4~Pp!M1OCb^}7$h
z#>Uo_M4zio0#I<Y0<ENL4CZ%S*}77zoFO76Zf<J&6Oe<>Nc89KeD}k0N^mfOqT~~O
zBlh!}{i73U&6%dvriO;;SaX_{M%y__(P}1n_KbGltC}x-3XRD7v}{D9uR-SAS;NC}
znwrcd{ic)q7cYXidI$JlyMKFmk-$wYEK0JFH{AF`rK~31DZ64_A2<4AWa-sqY|z>g
z%(<Cot<0esECyWxl%QN?MjCVALziiC%#;)qeMhtak^*h){F$jl2|AiefVrBJm1P|=
zZIbC^S}2k*SX{xP+*N9Qt*S;ikU6-?^;88i!y0?_uGl*Jm|sc_B!8Z6!6`r!KgeN^
zY?+&>63aUJ(o9dZAj9J3J1jtwbG?tY;r{-H0E7_+d5x<|*ne~tV--wK5Z4pX&6Fnp
z*X$=c0tl+GRQ9}jJyp4^cb)ULu%hDs)KixzOq4ru_$jAQ*bhH*9<MVxKHXNJD<|b_
zScA^(OUcQX;M179yMH%2aMEo3%Hp|xm3y|mZ2?N8ABLYHbOU+S+pLIMFI(Kpo;!<I
z+MCn!?*r3M5<oiLRq&&bR!C}T+Xyj`=Q;Y0>!XV@BeE_fVq|-;CHFWL1?te)0Jbze
zBsCi#%6lD!@U!Rp1fyQivG43>j-HeMDUUA8ZJ3dfG59=?jei|Mhl}=Q#_#^x`MEZK
zsxhb4`GBBu?03#_0M33sMl;GKbDh)3iL)j!k#j#Uu+rF)PNs*TvFD_!rz&CX+<}5r
znL^DfW?0BrK(Vp0PU9gx#u5zVz4}L)u`$zBwbIGp^z?L_Mm^sd@%;juE>q6&2Y@31
zYQniozl4AH5`R8)X$3f}zYN$%>9`j%=-)!5=f<lsD$R^x^W&G9#bmaafVpA7j~X5x
z)|zjc&7ZX0FRh=0V5Zam#g~m9+!W}M7AeN(H0nvxnIjRh9YB^2r5$gr6P@C%Rxg)L
z4y}{i;{U0JEXGh+0>kVzsW{~msI%IP{+%(p4MZl$*nh|85B#ik`EYDZ2_!DUIRJ>%
z_lqLyY(O)@S$&jQ((tQwKuj5<wzjt4f&o`k__BF1j?EYn$vPS=9>k@^N;Ee&2ZZUD
zXi$vNo=YnqKflxq9n}5bpDlTWg>&Ugm`b#34QJd9G_u@7CiSKM^?WtAvXX`I{t|X>
z?bSW@fq#yUKL5gDb<<<)WM>!4#Xv@Y9f9b2vaqmFUS6J;N6EUv=KV;$<5N&j;P^l1
zcwN=g?FFWzDo*YhfP1q^dPsXn``UiwHAh8L7O~9HpSS-7uh<Pl-Sklu=MqTN>!4?c
zZF&h)MM;LD^kL9IK6{z!gIUt#dmpmoOJ0Oie19q2Y%FlyYm5J!CjX{Nm6(W#6Kba;
z$vprVBD)55-E`&>ogFlGZEbBZJo952%(`}N-%Sv~*xX#Q$}SW)R$99Jchi&kk8%)j
zlv!C^J6Y~uC9<X`dqN2?H_yF<X>ZL2`(?RrzQ|hPworYA?HY3qk&shRRB2VdefxHP
zO@BPDu=RyFLrSaH2`vqhD{-L&0Ygp_>*ZCv2d32A#q454b+0*QNteI%fATsjZP`#i
zz1(w&)jT23WAAz_=;Ci2HjnTyFRR>%e39PJ54>qYKNs=3e+o#=+J0!*^c^D$Hi!(c
zs^ihqyW%t%^eCyQ_%xB<KW_d>M;PmNz<>Hv1B>DQASa30q*cSkN#H9Hhg>41Yb#zB
z56wE)nu<NZysjP<<mB`ciCoT`)n%?8O<2|&b^77SlnBv<p!?|i5_LuxnlBM)X}%+h
zaULg#lH|@Jj37G(^1=_+O(oQp=Dw5J{AK4L8~;zA%Ji!7A%<N6&o1qGMp2u)LVxag
zPz~#P!WYxOJ1;io@2LKKTCOwc*f7L!uw8?mD2nrc8EpK7r}w>n!%eWA&nvT6&v%&u
z%sM%x62f87wsm%6$87%gE(8XH-S|D;oWX&t9=N$QwknYjK@=1AUh+oF(JpwiS_EOz
z>&Uh?#<-4i&G|@@*7;~fL^u89nt$)Hf<8-egQcszU5J<W9B?+|{0@=5_3iELWhw<I
zK>&c>4>x!@fHS!)@5>iVoInSZmi|xLt?v`a;U_h-I2g_w3)hVIj}zKtTD>}QQE(ZH
zVHpNPVXA`6Os~@|IeL6GP0eI_P0g-=2cPYcSFz$GC92`F^v@N3Ce#=h7=MmQ80FLC
zOQ^&GVi_@UhBdElSCZ_oJZrsVK2zba`JeoY?ey}HHWC&p=E%?ckIFlrJR&MEUV#4V
zaKz91zcIJ;qrKI~Inn^Te&?F5Ef{@#g><@W1`5ABMTy>G<Jz#QXO#&TWv}XdLJtaN
z$V=(hoP60Hfj=R)t|i5s@_)n{T89ZlFFV4Pf~I*5HkIP4&}PVnqZ~A~1w8y%7qqte
zlCL)7R0w5ewe1<@&+l=s{GjlTs|R5?)eIXO+xoiH!-HY>ZP9??yW;<|ZPI*lgb7Z%
zw=Z*a9KQe!kOWOmPR`D1X=*;hk*=7qu;208`>xd^H^DI6iV7{xjDMPa5DE&)p?yWA
z1)FAUM6L)d$FWoQOP1?6SfvaGqD_)DGcyy+6ZOA62fXFfXl7=nm7`<XI0)$O(y}sy
zq1lp>5-(xp0U|Uc^>Pi`B;ZwINUo@VTYEcsP|bd9otH4SxEf)RC5bdk8U{*;fq}uR
z(`F5B;KP`Nn4at<jep09BdV@!GqGg8Gr$2rf245JgsvXd8kcIY%uG*f^oS4ag>q_K
z_*S$vFV$Jp!>{g8FMnu$<cI@bxx?*GbJ1V=HFG$^j^dwgRJxwrR~R0aBD>*;9AkNY
z`%9C>M+m>&MI3#yh%Hc25(euzEmG&fIqw<b!Yx79KKJ{1Du4f2ZP`I7A3peA#=Z0t
zD=K&z?#40X@bp@kvbC`xyT5UCvBlSRKE%16M7?s$`<Q$8`m*ce<$-}a=rQ1-y09HJ
z{e{6C7f-k?1`+pme1EoG<gfPcN5ogt<817YJhP{x1`|Ws@>oP5&ehoA1L7xgasdsi
zqZDG>`qhuOE`KN-jjPP@23;3at9}~`LLv<6X&(w4e@<T_`sPc6WASDgIPKa+JKf}l
zObxW`0v@{acHZ)|aDM<_+*m4ltXWDROU#8s)A{qq$CvcmaytxGOd+E`4E3{mBr!Pj
z-j=cRZIXxI$P?O+{cJ0Dl;I078-AdP9c>Z#JP8WwPk+G5<<dIk6LP;ZajBu7!o-59
z=wrzs{B2X-(Wad}t?Hj{MvTfZ3BbBs)~L6#T|GCu8wsdSv06p}rPR-_sHfWT%_O(h
zjh&n$EO9KhBc7SHmXwe$2>Uy*Ed}W4u!fntbnfokQtpNgV5HX@GFpV%K1OlW>i=nQ
z9Tj^N?0-1RvaC3N656t}3cX;C4gFoX7G)n6rTFF}o%252>`C61%&dwPp@zfva@AvT
zlCAIG*%)QujRxY{mC-uGjI}=o2)pYurl_4ScAPu{ZB$t43H{yp_@{{Q5tyRgulV4)
z+1UkF2TS4nCnr%Z-t&#TCb$7wtTDHtam&!O6n`<_1pLEU(fqfUlWu#`x9LZY#hxeO
z{GjfWr6mA?Kz_g9Fm5sgePk8|OulI7oKI>KTcGf*p7IQ1Hx5E14uMjaPf7Q0(lr)b
zK6aaIEiH|1pG8A<#Sf+Z<x(K)V77k*YbPH!FSlei|9wio)%p+|oRzNl<6ySNVet3w
z(QV~6=k|Y#e!FG<r0`0?af&=dD%AXr+n)P$|FJM{#Khd3EP0Z0^0aU80lC^5Gv}iu
zOHezCUJxTfCiZtrZDxsD1S7Hmc-u-WH{IPpohL_8!5Y^qMP%-J&c>RR6Ede>ha*;g
zi}x1)(ri~lM>9BTNd)?9?j+`%tr6<q>jY$brmlY;8R>7iyGJSR++Z+N=c#M+*!<J{
z&o-M01^5nzY5;1haUBoC%`R<Sb^uW&$e`h&A(>Ox&M9<hq+ZyDHR539o{bzjR-xKB
z*Ji7QiYUQ&m5Nb8j$IE;rPea>6zjRR*&YCxf~W)U>uUCoI?k}&aUm2!9(E7fhWH~|
z$~1pS2J793mX_WpiHn9wlp&?o%4I3}nwqa5zx(-iJIk3uzhLLOCRgLqW+_^7ld@D)
zkf9;{`ST}v_-pU_m!o#z-Rz@DM7U$G`m6=aesRV&HSzhB?*0u%t7&?4EXl<Yjjks~
zL;CB_Gw_!!S#fAj06uJ<ykg5rRKH*cn74mz7jNPG&Q4JpNhU&CK@kxVod6;ApVJKx
z4%0dvM@NneUaSyHPr<xNt7$tvm`>MfZG{bO(vW36^1r|X`&!eJ9m;FAw32IwycGga
za!y5s+n~m{667`c7uMLrd<J~<`UTdHazAyNvh)!uD)s<@=OZ^`)mAmvYhC{O<6D2l
z-ia3qDyqL|!D!=Nlv24#o-5!+^OQevl6<vo3OC^#_}uf_{q?INcbJ7}{Q?CRN*M0N
z#YMyG0Uhov`Zp9*RHZX1b9D=L6%{pW2bHy*Bj((IJ21xtpq8PCSx`s_3}?@%?3PN6
z!^R^2mleGPCxrBEI@e(_lg9LKT-|@Yl2RiC430&;?(+z{Wjz=_>Z>~Q^NayEu@oi{
zT0}1-(oIlFN=oe;Ny6aE-bhJWH^&r)cUZ-BbxGg2209FD7wqB(HzmOo*dMF45(Z(D
zlkcy@&Ne2o_vv|k7)pvV74USkk-{(r=Kub+3JiS0;NTbwxt0B#T;--#sQQ1cwiZX6
zlf<o6Uqi(Z)zhegk;g-T!lkBTpJPMMT#K3GZ%PD+li%}hw54~Qgqj-Fm_#}-u#4BN
zU}BJD|KOlxt|vW7K~huGMY+#VMFr=TJs&xkW!#%K>GhLb&ho?ERgNOV07<K9FK4Iy
zk}oGun!1+eeMO5K%2y4*hr@q!0qloeIME<^M<yjD)zq-l^p$@o%T<O)5inM1y_HMW
zPnz35*xM8IKHXY@`tB07x(R~_rO=UH#Kpx$7bU`qM1lL+ToGRn09nr!&8oHD!aI(o
zPB*4LicQ)FsS_qq1vv>QvKykk=RdO6b!g7{7abov1lr<(T9V>x^?`p*FOp=<{rqx6
zU*8SUd>YTSwz4vgl{?~iC&ey3kc_cFcaWSPB$=nkK$kRBC=mf_Sw7S@@=uG+=dx_n
zvqr9{$QN{%4}e7tZhp1gb!&q{^B#YQSID-;XcV~#R#({2<L?5^^rX_z*r;2rMe6%X
zs!p#uyHuAooul*m^J#zn%xo9Cb1h-@$LfhcHg?Y2^f8QY%aFoSBOY}iPb@TbiPYMJ
zVI6)o1Vs+htEP2ZJK|H;NeSz@KyPQC{|v)iuuF$f-&8vZP+&*A(Y1b22~9fvdbLJf
zQzd><6{d`!p?Tp0C2X`%PiSxc+Hf+qoG{|ga=3Ca1Pe9hoS%Q1f-EEeE&T6aDzoe%
z0~*LetW`HP^cT^gR8o}`+Iw<bkUHttir?pTI<e=2>rO)<o_bssRH?3@*D7yM9`BCY
z_1SODEBAc@1I2ElmhPqV+s`jAM?!LSSi>zM7*%{uHzt+K5q_g*2-6j6zrqLuqRpBv
z@NlUWVBrdQZjOIqsU+>XORMa{-vgKNW`||6IO)5)J2^DM-}FhZvU4$~RHnjwEu;|V
z1{yUe<&*Q59T*9UP-*&Rt3Q_9$Pp*xvP~dv7$1GqStSwvGr|lN4!XVd5&UrTuYQ7+
zNI^mZk<!t=kNa)E1Uqyi0*^2o;o46W1c|ibmB$YM?8Sdewj30u6)yA9XC_`IU&JN9
zt!6Y<?lD<6S!v33rD{*KDDq&^q;GzHz9$5A*Q&9t$xqX7To)rc)csHF!3vao^wZi*
zn4WP9`BCQ``%UtzG#pE(S~(yWoBjW{lR#fW;;#RGd0{@@|CQ-swgf7Kfu*Y&5(=}e
z8ZSfpN^pPasXo6ye%&XbLgjO|)${QQ@yPIeO6<#gj;wNz0@G*u2o!YFoF3j0+H~xN
zJ`RPVt#`J}XCj$?I0@K=kMm!ZV0J$WdVehV^9XSqjrktc*S8b5Ewd}K`@uzm>ch(N
zbJok@mR@_Uqy#l9Vu50L&(n;D&0T&6RL)dbXP19#M7xfYAOeU@d+XQv@bF;F`R#fA
z6P~+4tp>}w6A9=)WeVNEHtzEJ#}!1xy&opVoK$h}5Wc7~y*6#s8-t%UAcD4CNb$h%
zoSdB8vzeJ0JS<ODfp2r<ow9GAhbus;l{2!&fq~SZ=jk8P62dPTgk8pkfn>x{28OGT
z5OaSRF15OTa&_e)i^HH%gmrkGYzz#9r%rLk>Q&F~x;-zz5fkGGy*}Mm;3YEv?4-Uv
zFIKSz3nc}`Z$3hd64<Vj!2Qlx&RgvolJJw$?a_A6qx?J{L>(NwJGn;x=r|OD!(8k_
zDYPE2_6Y%q$%U4dwn98QlF$H;D`hy5WJZ5~`m%#_dDc~^)KDZF!aHU~Th6AWke$*H
zc$jiPLa{>yrvQltKKea9KFF6O%a?@Ww$&uqc$G;R6<SoOFNix??t{L!w4g~8P0)pB
zkbv?<d>KM@jEtz8ht^{cjV5gxt;&GIU35kkh9d<PV@<YiVkov;2n+fmC5*>YQsjSr
zK%)s|B8oZj>QH5pES^+k;Nj<=JMbWnlP=dVjeTCG^Pjo1*4dW2>DJj15fNM6>Lb#{
z&Nrvq|0#+A`Z8(d*1jzM8U%{8(w$w%_F>u$o7${hG<#7TAu(1?<V<1~2BArlr!j3`
zp5=WB5`aH1#;1&u1O;)W51TuzcD{cE9eCvIkrzxf|L1yfh};>^*Yq<tPjS6=oxo%(
z?scnoZ|?2!$#os~7R=Mq!iU6~8}|l>TtrrLu(F2suAiWjJealRrK}k?i7wB6Xrd)j
zNZR>@`c4?@`}IF*#THi|y9YF?kJLiv{j-R{;;(UEH^oQxwUngxo8p0nw4;B5u3T=k
zDy6nKGe-M2ok6PhuVAb5^O1loFCvJ`%ROLW7Vr4dc`T!QDkmJZlKP)O8yg#kw|qnE
z<Sh_Qei9elwZ+|?@4}!^C?JZ>devubG``%5o>tC6t2qw)%wDtPGPyW;Z&ubO7hpeK
zm6@YZIR^snuP1(V9v&RXF(ZGh0YaOn9Kj_W_RT^!RrW<Nh;n$_C7`PyR+ouTFb_LV
zO476jf;OPjsxJyS(7Q`}Rw6_Yjbw>>VU&1n|0LNvXJWmj(g3T($ZJOYe|~g{D4!Pj
z;P;EofyK{r6{_a;BfXARMD~{9XXWZ2C*MeRc%L!6gXd06Ou$$;(7%6)A>)Pgtd*%0
zq-SKvHTyvG<x9Rb+cdV-*Gt@8_!!Jx6o>^*A(otzwEKu1H)lG*-I&S|UKdORULUWY
zY!2=*9<Z{prHyVIb4ErEo2!G5xdas)b(7x*q^YITV<z&e6Bx|N8P2)8(<Fb@GI!Ej
zeM&)KT=IEXVg8WR%{zZqsa>nii3^csmh1k(`bO?2p;&Z3tviHLFI}@-gI9?Mi;fV3
z#*{tdqmGX1!w1zuiuSfPpWUf9?ok9wGC5BBN)NtRHQ^Flzs$K~>q<)A$a6ap?rUjj
z&Cbo4)sfKh<&34JrKw?gIANI_#%U&bV~tOws^!1$%gV|!=9GV(L7~*pjI7XL(k<Uf
z?U9vEV}`aW1anztThb<dAw-pV%C6bpb-P{fjfiXk8pIv{!feq4c<FJ1?dZaBvHti4
z>czL{gNMI}Grk(T3r$K!fnTi4AEkc8-m>)d^dLa}zP9aE%WBALJbbEO*xt6VNOx(?
zm8D<%7O&YUt~7tWkn+tF3$A<<Uk*ouS0IC$nwqREa6ncx@hvz83^`-!3x&#f2I^wg
ziwZH{(pHbO&t^GemzNEcV1LUEdpW=1@4ZS?PmbMF)l_5D;7Az`h0rL$SkgxR{i{ly
zYC1@u78@|FTV7sPF8jce26|0`HC4VpS6hi&wBKeLv;}{hW@2P<;Sic}Z+iUl85`bN
z%X;tq*=pr7x{_&LHbM-wlNmcc$EB9{X4j7o?WNXD_7mgd>K6R`{GS#*s<r6SuRrES
zxng5>89Mw%5Fnt<Za=39lcar*B$;R5yeL^&zwobECc($ZPy<}dA8;;>OcQFV&LW?*
z1>{O5QdNI~#ipqKDZJ#u$agcLL*Qz}pb0o&gLF%m9UL7UpDr;aph@-=EAR7wZWb^*
zo_6ICzF5Li5#fK<gXgD@sJ$C}1ON5$FCOmyl@&iKjxa@n)v_Z@CR)`d2w}85-Kv0U
zFe^JWRYHKKXZQhaj1dIy4n~A<MdJL<T^DCd)Qf*Y+{5VqqGeOAN#Okcv!+5=GF7%F
z%QOk@u<teV+qZ%CbKBOZJD!oVE6XS2<NyBss>%zrX(Zb<!g^Rl6wt?--?#X`+d0_x
z$@_S%$K?0(Ws-!ch#|NT{W${z1K@Ot>jykstSkFbm(PWbpP!$%cb2*y6CqOxO@2QK
zU1)#9zq^TU+g+3AT^#7gxkH#sQuWd=?yej)H6y~q!y_WlX`1XSpKAnH&g=nw4M1av
zAtVxr#E;Dmc#x6p)8k_&(Sm~fd{H|~y)Qe6CF<q2_7ddY3#~^c#WCAkK)zR7Sy<3D
zGAc_w{P%C#=3S=HoI5cQ5d#AQ8ci4^825h%U{{5OI~p6^H~P@$+}TFSC@H0kq}2HM
z`7_efmGgylD`!mWGB*VPCRI%=rWHA|5L$1rJ<A9qmG;?oY1PW0qS@+?AtoRosM&8y
zUCH5h#E%M1T^S!A7xzgr`Cg40Y`=*56@>Gag#x@Q)sEe6w?Aea%N)(k&+mD*qf~!j
zz{khOuHWKxb84Zf`6eub!^p7RquS!mw9f1C{$}ScRbBNsq5I#P6gkMyLj5PTzp-|F
zZ$nizfm?a=4>KO*#U>>feW;?65_9yFDmlclS9Su&EEKnwlUK=>%0eNCOH-343k$x~
zWM4ojL>GH5054IOTj9bAQ3uTFK2(1K&3f?T84}k3iCLB+N=9^%q=oT|`iQ}V*w`Tj
zB^XvOV6_3m&NTp@bBES@TV=lHaQyK;GWZ?ci){_UF!kt??KBgiFYTV6v*ENXmp}jc
zzI0XDTg;<gL8IZM%IhJ?$;t{=4<#v-lpT#~<yT5k9|5Z{q{tRrBeV^n+q8d9qSJ6^
zVO3!D{&pAnD-hg0l@hbkWKV-cl9QKr(M8OdB9}>FWvuW4>qkX}{1{GI&3YOT+s_xc
z`7CwP`Z4hqDNX)OY^LjqoiR^VY%YfqOc90!KSZ{~aTVj{elfYe5M6|H$|wMrkdUA}
zCv}k^El=#~%hwohZ3WXH5y^kOUg3NnT{I-AJjeb>?16}F4t6)tCPdC@3G`~VgYmvo
z+W+&WA%)Tq?2OKqot0&sx#lLg9E`?**7<Fs@Xlz_FjQL^T~l-Y4L(Ew{=BAMC{|io
zl{@Rad?ru@9ESV6C}Ep&{?&kvU>?d@bdj4eN2pj-HMbQ9zUjw7b#Q;cy?~jWg~c19
z7(7UH|Hk9v<JOk>f2MqgCeGCw72DX^*}1tj1f#+4M>9B7@`ZaWO4Q$PdW1m=RauF8
z`*2a^rmJde?>HLveZ>XyoWJOgE;c*16a8T$r$K5+<qGHfA&#c2qhs|2@c~EhCtZeZ
z6cOI15$wNf1c4`^f#-j%=Mc-0MELE=CMpd*Rl?ma)0w^jkA(sAwak!Lt$O)uOzFKz
z!4eHL1Qq-)t6HY$QtMQ8Ymz?}BZ<y(3@L0^ibvKFfuX~VxDeC2`TKj}5pF#-&Ble`
zQ0mRWx>PP_mb58eC2r<WG|EZoMB7Q;m&MKYi=0^2OC{_JO$UDmQ{o6<vFFuU5Huy2
z`M;2IJc!$vQlkV?lsJ0J&`bXHKCXeS>kh(D+;R;J0xlsT%r40}_r<2dU#kDUgrr8k
z#+%31$xT(i{=K54tInyE;@a8JFwM#FUP)F6Y30iAP$Are>ACKBsvKe%0Km#+G!5S}
zt)-1Gf%quPHFSSFK6zgVe9eAb!TFOAPQw`L?NG(3-G(JGJ#}$;p*|8n+O2^#)bG3y
zv@LiJ`QJ8dO3@Ck(5Tr5rZObO810~B$d_{y0Sex^DXhp*UsP-*9^~;G6DY2lOdlR1
zoI*6>$`X~w^|=0eJW>ao<Y}E4WkRw7dnJdk!)QgtMFM}3yl&Jx00`)yf>$Ypqt@@?
zR&&l>pPh}Z@vACJnw!DZ*>4n#0Ne-61i+e(1#!(@xFIvPqb7uWr2XphczdC+l4Oa9
zEI_+pm(JDH)rHf(Y6pe_Irin4AmIxd^M*$ND{UI1Pp^(vISf1ITaVA+6L(ifzRc$J
zx?i#U)tP_N<gX5wG3~5FY+TRet=NA}Of*+Ur$e;Qy=zJ)R!gY9&yD{5X~>dB8>*8o
zwU@<8g9NctpD-*WlBte~iJ5wWyh_G{pba|9E@Lh(Erk|lbXoO+jr8@;Jy75AN-X?f
z9dz!v0y2a(9%Sq6=H$fLYv6gJtp6P!RTC5%H+O$UIS6*$`E__$!@Cq+G~X1b@D<&)
zb*cPA8E&RRO(OTw;^N&IJYng9b(D;nTISV?{iXT<IYANj6qoBHJiXpmV3cHWe!j)`
zs-{B{VL?c-uvw8gtYLe4q+5oFQ0lz`GeWJ6xY5Rmz*g4iHoHMvXjx(q{GUHN^vQ8_
zVgG;lB8o6Iz}6O%8m5!}4h#nK@@iCTF_*M(<WMr7-~7RRE#g-Z{xbrHy2hxBor55%
zum00SX=&+K-QFez=H-=@0S1p2zlQhcQz=AG-|LM7e#1w0M_ojH&e0YWTEbfO<Gl<$
z!+Dq=fOhz<+e;^Pu(QKJMjnnZ_^J%ERUd!5wx~!%SiL3n^!@4N>sM$`rRQI}T)Yw@
zb$nXRnMEK&g9+3*CB%m$&^NdGK8UcXQIhX)@+qnzrW%9z*21PjrO?4iwfylBr*tk4
zKp-ay#OQt*=;*Y#Y)506<QN$cUWoB^TR)e_c)o(%a3c0(L&N!~ppb1+yNkaAxIKR`
zT?Nhgxl|+INF-^KMz`^!koZh*4j%UQY#R0YvwONm&}cBiKL7ee^CA2L@l68njh|?e
z>=4J9T3Gz`HHLk~jE!i)>hf~`-L9>z?da&}iPt^gMh4?4Lqrqe;u<Le9c4KhraTg^
zIAgf^GN$Gi7jrT*#Sypa9hO?w-{pUQf17Thq@prPLCVm6!>gh>V~J5wAsFv^dv2{R
z_9dfM6L@^Fr`h5n!#m-PE3r}U=*aZR3acaCa3Bc!|J|NI>Kb=m|8<b#6ZqdLlA}UC
zjL(79Cv?|cO3e2@zMGTytEMFD&G&VD*W)+DhL2yDz%oe!QV{T%g~c}hdT)QMK=4#D
zsjjjrA6)`vZ2_8cZ_w}W7(0{!F4m?SB%jfnBq*y2yGniA+C&31$GUfSnJ+lPYJ6X4
zEAWr*TeRsKa=^w;eX?%-yd_p^#-DXw9nE>tIi?>-m*pDr@==Env=R*_!as|PF_N@x
zHA3;lsZ;LDO$X)W%(PSPl#YLrcSm}Y#Jo;sjpv-pthE`|$HOU%tKU2*A|fkhD%7JR
z{Z?zWDj|{j?EGMGlu^m_z<@N=kQgEmzbO!3YCU7~ijqd{x7s_juo)Y7AOtC6`Zwn1
zGgE))Ro`~jrv6!7r6wn*qaFS6Tru+b%8~Nr2M6{Yp02JuI_~Lz{^ft;n)>_aMY<Vy
z8f1JTN*F9jJ@FFG7-cRgEi0Q`IqNXz-fd%lCrM3)Mss@8fm@`{ZZ-fx;|)Tqp4(TK
zH<(Kq{#vsSiS&WSCtwyvAH6McGvH5>6^KV1jy3r>);00w6ZsB3ty9u|TS`hwy2aS9
zUrur*>d$rN3OM;$N+^E@Py7pj?>NUh_M^&*H##CKi`3G38ghr1RB9b=(r3zLx$8&~
z?Ih6gAIij<wR(3Gf3VVQ1Y0<nc&gzW4H+xk_hHXapvRYIUTpeMo@$*9q|`)$d-+`2
zfI7JMcV$IbN8pnvza`y(b8b&h4`7O3l9uiZmKw4W**22>%FusjCr%hFcfLPPUsGt`
z_-7E{+hrEYH@cY+ZNCoPz`y?t9HTHtlB`a8ntaK3gF;obALPqfc#1FzfOBQ2h?eUX
z=j>bq2Al0>w)e*E3*LtFVdF97jFrNyX-CYt6%-V*6n9pjzSk>jZ)NcuZ~_P*^Gzb$
z-1vlijEszgiR^#!%oAroY8_xslZU}zYkroSqpY<l?VhAm?X-`=8FFkTeG&{Qg#+<D
ze_Y5yQGkT^vIQe<Qcb=*_2*FxF-OaLm3(NW);YY8d=e5GqHGjR#KdLuofa7h<sC`p
z3o>;ygiW3#Sy^V2+MtLiw7?&%U|Sru5Xx*j%5NiDJV$@shwg|3O+})g#xJq)@R&>1
zo-4k$wzeuV@CXYlz7z|K1W^8yrDeBec4?1^2@YkLy8P-@7_Pd!5)43Zz}4LC^h{!e
zy|`zk{k#|rKl)O+47G(X0y`9y83{PtCJi?sLBXr8suGAdBN>2|sRR!72}<|}T>g=X
z1Z)ItQlx)6;B6=Z_zCp$fw;(IC{ed|cIL_$MKDcLXGoFblcX4A&KRYmqXRHH4u8O`
z1&I$MW~sWG4MlBq+XdiQbPHXgaMP5(m1jq1%eJnUYaOf{976GDb4Gz`i2mreLP~Gq
zH)WYmFs~w@H23*zx`u`WJVL7f)YW>2xv}VUh75m6Y(A=yR{{)q(<uf(z4yw-1}zDq
zTBr`|P8;BRs`lGtWMnu+P3uVhkvok7-eh;zTA0eyz|+nSYx#fNwPB|pI#T!5!{p>-
zSQxSn52w}7bteEYec}@mde^_>{=9ksa8%6eSX@3T3Y`Xcu@Z!6kPHqCQga#B&gF-g
zlZ1cQ>~k1(PV>H`o@qJ&99mrpL^AeUNSLuo(H+3G0CeDiA+PdDwHbjx^mKDWDkh}F
z4Eu}=f$=uEEc7h{x{#a8i`9Gepu;+A^Ek(>7tp=aY(zyb<lFEbMByTaA0_^V^99a2
z_UpW2{qBR{m7>rW;^ck{DJcXE92uh@K74<uqW9viispO~f#Rdc<z{2H7;=o2&%b_r
zZo!G9nMouH4#`zL2?+@S&fQ2aPOlyt5TYr$W(Z5#$kY_R`g@XOP9;|#pEmR<$9GSB
zJ_)^CzjE{8g%uhsCf?sL#xsj6AZQb3zn{m0rBRBMttP5!_I*SPP>Fth^aLQP6byf)
zj@*n$AlIaFqfr->uv?5PtNC)iIL#(iVQvH*hw%Ty+gAqF6*O&L+~Fd@Jp^}mmq2iL
zcXxLuNN{%z!QI{6-66QU!`{4GyS4lOt*`2yKd0tSotf_Gex8}0?zgp`o@>yr8^9Iw
zvY(P?=y3V;<V1$%`~H#xT0a3`s~dlOf0Wy|{66K1c2%f1yFRl;Np~6=x&-_x<)q&<
zOWhYf38bSwr9>4!Shzi{+#V^>;PAvhuCAWW*J>-bDwW&aE-ecRntFFg5F_dBHog1J
zdxScrver9-g7#)+?8^igR^Qv!AWJ8178gH0_I|C!eShkMnYw-BuoL)jvuJ;`GU%$C
zKQz14{vd?;O$nR~1sGTOYYwZxx;0z&jCbWWqwG%4%fk`q>E>K+P9c2@$W_VV^AZPh
zOWyOsuVs-*xMz?GAFic!Z%Q`N+2Pid&tW-)0@v>j)UQBSpu_;71t2yp`!csk3TO$q
zqhZ8K$_PU#TAG`O&-ic4OO=1hQwB>jEV;P3xkXTB$wEj8BZIJ~CEIP}`DViqBE1wA
zknUfa<%nTcnZ~;smSmGW$RP%7l`h?r+q$L0pF4*6Awv85l^QMD**Q6O@ia0L7!OD{
zHY?Att#v&|9yFDvSjpfDF2S!_6YW!Jx7s~sK*dI|RY!i#KHv1>ipqaVW_9y5*ACq<
z)*O&F$|TIWXE2Y(wT=Znb#`@h5Fm#s-2clrNM2=;UU@n>J}&>2K02AeKfW+AEG%qT
zMeM}_c%r`#Z4c#XVQ(LM4aN8+DBoOzI*B`J&3$FxC#h8%{bSvXA!EWbJFNfy{QSJ2
z;HxF^j<*^(#dPC2$cuk?p<BB;?83AHy7jcQ+I(Ig4h~E!RQLA6l(5=I1A70ZBWrOg
zk*Dl8tRbGC3R-K7E_hNosoXf_ENhwywkwO{<WhkGuPi@uZzU2y{(L@EhAHtSY`xiN
z(_NX{v^3}oG~vd>@1cPb4X)oIPl1sF4|ho*!a$6?t+QDp;`e`6S63fCyv=kAua;!w
zFTmxX4u=(btCIZ)GwpQ?roY>KAZH6)lA(m)B@V@#j=FDnVcy=v!0aN^Im&o=UOA;7
zn09z+dFSh63<e%MdxEHKmh4(1pMb!>>-!)SU0ZJS_wefK3PgDXOg9e;CmAVVING9D
z&j^*J(48f~E;D~vAc(PB9OTE?NJ7f{WAT2m){whpgRiPU?RGLo1n!<#vh1|2lUVLC
zLE335^<5q6k?HiHhcTdN1)uxW!@c0hJR0uIJHcf+Fkc<Myu7Th<8NJ=4hgfOO=<1x
zxWpMY!;72yJsgeOsBuDyLPm9{(~1`;bjnU9llX^j3+;a*692n1E8_taTwks=nF=ys
z)6U=5q7;H?UU*wO;`^{8$Nv#7O4<xph1+ypF!NiH8f2GzYa1qr;W7I#HTZKRyp#zD
z33tIPzPE3Sk}A-r=q!co&=-kLDl(^uaxUER>MULBL1-#qF&(PN<IUtJf&=x_$qNvd
zi6%dt@F{;VBX<tqz9M*^lTiwAUIDZr6k)!F2=_et5aa&-5<M^2jf5yzU9PF4LqJ6I
z2_knKsdZCsRTC?HkGdKfJvjr0sK^TJ8T-z9zDL3@EpAmy$EF?~(*GagvrS$ayYusx
zHzxRRV`Ww@rvHh<NG**h{2`Bz(-WhM&DZTodI^8BZ!{P!q*R&`#<TI(5{~7ZHJgZJ
z;{N?$@g=<duHa<g;AG$Z@vDu<JinLoGTQgbGaoHG7B&cL=F$Dsv}_?$D;y@c5St`q
z;o(t}bIbBDHy0kOrJVSw9e40J{k!x}<xAH`+2?0fmuD;!w5`r|H0JipE_+7?PSf$m
zc(Z@ZrRgA@>@VK;ySXK!bqE+_GPDTC7DRv$5MRKzU75P2^0d{KKgVuC;BnnaL_`F{
zjc$3X<SE^=mj<<sjEu4mTPk1cWR6_t9ntqNOC*+@Zf|x6r0qOi^58`Sdc;E!5S&)x
zcuWV%GR|Q{Oja6a;?ac*6Peo4{?La20T_SO#R6hL_CahDSTGTsO4i)I7WpI*jFu>B
zKrAl0FpxPDCWC!rAvE}OmQcJ^*OK^;QUs)7<(EjC)!GEcbSJ{W#KMF^1&An0fblG!
zvRCf|WziIoCw*T~fq-|KP?G+EdMYy_pwt}^OmYz2D2W!V?7BCnjlGBXi>-7)1p9wC
zZ4^F1Wy@&T0NlF%2#-TVY-Gx#vxjiR2BKR<M3op|c`$O{<!250Vv#}4YcCeZ<CmOO
z6UkXP%mHjXqu(YZUt88Qf12IR3eeqppImpv&VFOIfbsEK->`viCLGhyo^0EOp-eW!
zAzBRV&g-w5{I%lqi&!Q#1Twy#Q$K%P=1blp4HoXB32Hv^eLLP=HCaU%lW<ZpH~@;f
z-X7mb9o@B8*?LX2TL={}4dCNzVJFj0d7v(q-wD<)qyM8w92$a0uilZf3#`M=)aXwx
z)`Z3mfeyHP&L$zo#gksNXU|Qwk}v`aV?(5B!r?QU&)<9NX=lB>s4)#H-A8|_x}zeJ
z2iH^Vv>p}ZGANIBJtY83|Ac_)Sk{tc)cQS7RXMOXcgPt@QJ={GV87viW(+Y7!qWsr
z4}BS=1&Zr>7g@Qy&5vyf)^c;e2pTe#ylycdoxK#;wLekhtcbN1wjl-dHp_4=HE_z|
zziuv8Xx$#lnqIE{fMp7&`oe!~B1snBV_{OUjY|TFQxN5VALbPEyFgf0rdghl@Qey*
zy;nU+1?69;sB+SeZegfgp_;Z(g`Ch449o+X{OMa;|ECt42NgsJiB3}w0fPE@^LNiw
zmMid3+w)R~OFv!bYH1nONrIUUGWFo5NG53D!NfB>lhI2P!Q$W(g+_nIo}asGfmMrA
z&())IwwbEpkb8=w!g-=58OYWhwi^*Gd8;#PNwKN6onI;3A+(t0rR^?=ANDU%X%C7S
z%%hnGHBZ4_>5G)ppW~^)@>NS=Nq(kb4?dx&HQAp7t<iZYBIM`qTp#FI<?JWhUPCi{
z4Iqw~1~c`=GE7^PYwCadv01DgCW~Tn&OK>r-kVqtzpgc|HfEU*hU~d{W)}s_U>7_5
z;I?X~#a2Vx-{O8gf29OGv~twNqIy_NR8g4Jpx0PBQd%!s<hwx}v4MBR;3H3j(A@GD
z)-MW|2KTi>qiNR|N~(rvaaghWnB?6GV~we(BG7PFC4$pqz%hTzHs!ftJ-M?94a&U_
z=SPn%L=G%t3PIb57V@Q%dX>n*jJPYs-9b;+m5RYa`-9k85H*Qtux~&X^3F}i`zzzq
zElY{b{ISMLvp~IOTd#t@Glk+Pw)=4!(Kp=VM2%%jf%diX^Uao_TJ2pu*%1??dc{Ar
z+Jen5Y3FRmpWT0PR(OJPI7(#;U;q;1C<Q4l+4TyPC$X~5c4?oEwz3>-fi7>y{I~d}
zB^Hh2BX!;;RkHAE3BN}rq{n-~lrNZ01XPrn=Ij}VmfzxABNd?&*`jQ6jiRkid}UD^
z!R~aQs<1$$p{P)vQa=i-SFLawSw?uS>wDQ=?efvlOsan~PpL!`e+<`V8cDO6-evI<
z6h8-#!`(WU-tAvG@(;7_(X`GE%~OK3p=$GG#^A)@ad>8U*!*U+(1{1o8r;&-%Id=o
zAvxr2x6V0{=S$yBTHO!q^s5_3K|v<A`8KATIxvSY7m{FhajKiqTK35Qs3t~BmqNd!
zKxLtgB>jKqIDdKWlpaDhs4|D^b?~Z~$A49qI|eA_MPOx>ByGAaK1V};2r`iJi1Zz<
zrYB1me((@qrj_e&@*7UolI4ggbdV3yPEJnlglSZ0Mx~DLD)T%?Hlb==RhJ9s_Y`*x
zBko+C2=(_U5u>p4fY5LN2jLT3^gwQI_6CxjR?L4A#1bm<WD}Q1M80M(mbm&0)j~AM
zh35=x>@{u{F9Tw><%JEBMCs<IyZN2Gov55ugy%lUT}fWLV8OxhygEf{;tq-f9b{!H
z6L|uX`I(vPCI%kJURR^q`x%;wV0ht4uKk)zey??nx4iu}VQQX4yTr+qpH;|PH5(6S
z;vIjaNK`tbpEpMor$QxHK~5T$7*m6x7|UZP`O?;GgTy+k2}+f4jDzADnpRtnes*09
z_PHUO0M8Yf$KMEBI<sXIvV>k|EWhXmsIm8ADx(A?8BpgUOMW|ASxJsH{>r?K7{Ogz
zF15{dMmSqaR9zh2z11_Kbdnpw+_MY<#&>@<ekb1;kj5pMFQ=t0PyM;z(+PGb+`qgy
zWp>o~>dK!=u$p;ADEF|e86vZ4K3|eKnT>Em8PaOfGSQz^T8@C`5?_?GV4+8cQxhv#
zbHSH$AuK#U_B(=!(nv#ch{yR#D|8;nD7HH<pTWe@h>Dj_kBVkV)H1vBTMYowW9xsj
z66``>if`ZazI_+rwf?Kh;pJRJg4dTMR;8v^6Y=S8#Sjh2oOjup{gwN|`s$+<5QR_D
z=hz!8WOBKe17!+VNdI|t$u`~YjYLupb~k>l<n(sNVDqvlrcqvtAj}aPXUqGQKqvX`
zL&D9WkYxZu&ga5F)z`@L{1x9LC?bC;?4s*&Gzqs<$9c9qb={anlnSZ>+m+k$@4!;b
zx9A|GV)2}*cO%lc;ZZNFzrE1Y8E?%%W3C?poh7f8q0{lr@OhE@=xLfYeQa(e{BWV2
zcdF`I?t67SJhuV|B04EIKmN>^FZc2EH4OB>mHlZcjuwQD5+djj3Ez`jzZHKZPg5k(
z7bWVr^{!A=g|v~hwvg*}dG1))MPwu4h*G33;^liDTx@INNdyB#vw3ehIOE2i$<v6X
zJHy=<*+ag+><GMP&G@#Tqu_=tWo@1>=PH(BJaul&B@Ukc@_@xr;EOck0rtuSS#R*(
zMl<lgq@0tDEsEK-FosnN!ZLrIu!|OT)~;sM%CxId%i_DaIFMvrWNW?kNb|ox4|OrJ
zaWr&nLKS2U?9+s<N+IkAyLKx|CxgSQQ)FTv;s?sGM`cy;T_8~|c3XHQhv(O~^6-SM
z#oGJe<tJH4mx_<7At7koVr^;K|6o$l)y<H=E#i4W6>~%8^?med8?%3+F#u0~MK2ot
zxkp~4QXgH;p-M}kk)RryD8)uyq@3$=GtvE`PVd9|wbGjYGebc$Ubm5?w9t6Vz6jS}
zcuYtG)^{rCb&J!%bn(wa3?g;IUytnMS;+jQh^Z^0eaebm1kGvFK0S-<hSJj-Yncfu
zBi!kQoKX3%`!Es3P~U%zM(feWI&xqMFn?sFcz#{y-dnBngqnSKWvJQx@-=7mdSxtu
zNka&Odu$*{MG1xAg8WR^DkCs8au*g{Q+IjSrxgcX77(<_SDF1lY!sCz{>MFk1V31w
z&RP+15PL6Ue}N#`QmOZTAoI7}+F0mZRJVGDvs0;UO=x*rQtyB4-!Z?3jV-_TF1>Bv
zB3%2h2XKJhBwn?P+Nbu8OlNUgmb&H#9J<yoZF(?4sX<ILDNQSq;KLZv&KTz1+|kp7
zsz!>P7wNGZeCRZ7POg=p%C`+YpO>=F^=V0fwbQ)5K|6zad7&U)RAOApY^~k#xL={$
zS=mcv%5Q_X%EEu909fEtlsYjK+jj%l6xjh!LgjX}!9r$92|Re|y=uO>T6)i-g|rAG
z2L5`xPfc@`mG3Y)(1L21?`Oq{%#cbVOb}ZN<)m!O!J(vpC=p}~bU{y{#IWxNcX&oT
zkG$XjY@;G&AD2#?sry!`z@AlgXqum_f@({{(Zx%gukC->?&hBN_i=wsB_mLo!Yru1
z0i4}+iguX?u@lLW_oS#du$uB(Z;F$ytA%tXE)3f<dmZWQsgzQWJSQk<2Y*BQD~0q<
ze)x7{)XxLPUE7^`)>d3PyxMO!e|($CScOmScj;r~7_={qW@76q#X;{j+_utJ-ElU&
z_CQU{^@@KC*^4Ay`c6+p`7Fp}1HY1}XgQ?P3j;u6%sd)qg+!~o`++Su!k&P7`s14c
z8-5B^KZYEQgg!r)j*e)mcv?|JQ39Vd40n*wXeUARMF;d)VJX}ScJ-zuWsnIuqKGkK
zWD%<H2Ha4MHUv8}dC#tuL#QRgtU86iQ2!Rd6B~bB61W5}w87?|>qoXZ0c214g-JhU
z`{=reg<`2?5QPLSMP(!n+w;4u+CB?WI9%}$STJmoP_%fTeqPV_iZnWapc&zGY%Qx}
zt{=pa1yq)S4usG)@cWp$8EqUBvH3&XMWt_8UheBsQK(?BkPah_SOqqKl7Mu7)HE*e
zS6qLQi*}wMJOB_}-K$M?*Q-V(E(idmjovM@2z;DUtR~p|losxSo6Ayt5ngVzNyjcp
zUmvPqg3DJ#Fml1ut!0eYv;br<Q57xX8btveEoIV@g}+6SV;d1Kr*UDJ`t|vPxJsd5
z2H9yX&zhui)ekQWt3hlMNS0o%oQj-1e%pVn0aW37@L-@yS&UfH3;^h+gTxwWvlbj{
z+8dycX%q#9qgrEw=X2Hs#%eAaOB!y7`8Xm@_O&ok7<RHnfgW&I+yv&om=4SbLm&Y+
zlwcdgwnUf0rwV};rZRD^`il?HeGV&WSj3GO2!wxkENBdNsT-}i`*bVPEIIsCDPw;>
zuHcBq^WZYkM*Kh<f6TL<7o}2>LX{+o)3lPJDweI&FbW0=Cn{!!C7VdFV*;X>K64xx
zoAc~5r5Nj-&KLG4!@w&;VQM+jH?OINU8XGQ!0bumuJE)o002gRW>}IvO95g@BMgAP
z2op2zS0h9cQLBnC?8LwqDlqK25TJkl??qhnEUCL6R2$7=r7i`>K6f>hRq>l&^geD<
zx^9xH0D|->czAd;DPzC*9@OvPhyjUX`yj;mg?B3Q<nZwD@q8_1>ad_UjB?y%MwdV5
z7pFC+?e&01q#vq#bd|&Hvp0VZ5jHku%Gi$|KL)XvTz(PqaWgZc>1f@D2pfNRd#~TN
z-yTk_HToP)=ZTVnfygbS5F;C#3MED$acX9!bje&*$Acz!maC4NsVRBF2tKF1zPb5t
zc}i(nS<8yGSMtXVgGv@vH8riJGONvoV-X3S)r{2CqtjEboYhE-)Tu*+kly+E`L{Q3
zJ3G5VzNuSNQ`48%S39dJ8SQ_*`u}})48X?2`<Lq}W$fAegJ<hm_CE#5BDh8GSy))&
z&?9|)Z!@-NyO03Qnj{sD%1?|g_bg99e38GoTWzKV_G_0L<K|(TbyNI2{QSOG+dWpQ
zww#ryibTBbj45OPuGsz1dzp><Dp8o&qHViWsS_b;_;|4aU}R@+tgnB+>qnP6TWzoc
zjp_@xpXgQRX2-9X(x==fz$%aT)7ADiF#sqW8Wskc%J~x2GLt%uC<pGW&{OLp0ZLnk
z^9@%-4i;Mn&m~5>8G&zKwU~K$c(}R$6<L!iy1D8@nVOs|R-~G`y?N#(Axo0V;&M6|
zp~!hVGA7-AXmfMgTU~$C08nDUD{v}OVwjql`D{%c-U<OhLZ)n)9%U2Vh#?XnJeMkH
zAb3tPN5@Bcn*G6We|LugAM$$~J2F17A|jADT=N%^06$2m(Fq_`5WoVBd)j5=_u=#H
z;p@wbZ}uC9t%I-p;WPhhms^unM)L32v3+uKa&ZZX+voN}k2rswQq{78f&z&c{1MZ-
zI4+C(u2wj}!NEc8ign?XWkdSEN~zj~%jSQTsTW4C#5YK13P#Om%Ov>ix4R)wcmYfB
z@s$-Fi_>ahV--|id5%3cX9^_3LPIqp4q+9-7SFQ}_Z?fVudjz^I|~|;IyyarK4VIq
zTC}b5%}*AiZDxP1b_Rn@i7sfDa<TZ1XJ!=Ky>`SrBZI?}weMiRcKl1vyIccN$t`@v
z%RnuP8*X`Uc&LSI?h-y2kh7>_)zD;#OvL~8H$je&%hCAr<DD*UwQz~Ove=Dp&@ZPM
zx}&D1rn0hfW@hH-Jgg~aYkOP2Z~^o+8*Oe)x_3t&5`%wx1R@R6-y>ZMPbiO`JrD}D
z>6a`U-d`V^$}s@-_3tF+c7}%e4Q*C*g~@OcmYes3NNNQ2O`HPoj$LwZhC`V~Mn)Xs
zF{i;=nVYYCT10qwkuk$#`;NxgU)R12j4D(^3)paJRnpd4SC~U=#+YhKoLr`snV@}z
zz~mZHrF?(vdFptC8)KQ`of~W!_ab_EYhOHdP`-<_(X@44FLq<u`~P;NY&<zwK2R!1
zC<FiNC*o{O|07p>d#uo>uyX9)4PY1hsf3H<wVJ|*v4r(|g5>u|uown@@IJwaz9Fm@
zP*@;mhY)XKIHMRI7a61I6cS3o%(<WBts&LWhtz*s3EN;vC2Z}85Z%hmZpg^gmp<e7
z8oQdhZnkq=c6i)A<cJsaOfrOi+(CLqf_c10{h!B4cJuR%=(Keb`$x%KR*aQ~YKyjP
zks`>Sa2Z88U9?_IPfvr^lVMG2K4q~*Yh@XwRH-s95s_IG)xU_NKYz^qa05Rg{h)P!
z5E*|7>I&@j)|pLt6HZM`2vxz73=R%r8&#gJHlDXuTBQHm0z7TCEmi(Gv^QgpvD)jh
zVcF2y(sJyf+oHX>wZ$RBf*UPfFk@KL+|~7;1h%?WZIxqO5)6aOCnwa@Gm%ao2NM~h
zqydkf*-fpj++181=?5<_o*lYjt+h6<qI`ezR|98f<$ggdF@U~l$a0$bmz$d#knZ+~
ziz)mTs!#>lB2puH>Ld^o$i@w2;^mDR)W=HhQY<AygR8DlEG<-|`gaiTS)_<VNO+K0
zkd{wrY--t{$(*LGuAZ8f7Dq813;@9=4h{hUhNaYE$y-7qqN)YU8uch9*I9&CsBnLW
zk`C@Y!h~Vs>^H*9$<Z9A37ll!;X+{Gzw{5+P3pAFgVpcT&_Lnb_!FI_5Wg@~={Zo}
zx%B389jmS>TY)~2%+S23AL)mevzhAD|1Qa?D^Lp#34#e$>2~=NAT8H~2D1y}Kq$J^
z?_?%02iwwOMvfTQ7D#4`U2w(BMH+uh{j@wDy)OA;5Q44<v!kripiV0*Egeg@n|azQ
zJ0wgJ{O3=o!8Qg3#1L=1+$7f<<O+`dkSg8-?jGgO+UjaXKECKqgOt9U7QaYKlC6}F
zKYye&!6KtgiXq&olPnD}EQnV$`cgX_J>N<%!@c+vQMv+c|0ENZhUp3U|2Ti&i+Y5D
z&MWj47i1Kkt2bwbUr?jOczAfopP>vyh5Sj&ICvG#6sp^3lQOpdoy>5JeHS(RP~khc
z?#=RYs)<IlID}6A%x@sL0kXQLC@X1PxZF^}f!|~ZOZP<&Wt`bKc953zB<n7$yJ!qE
zz-SoT>*MWtu0*Z}NoG!2MGSvGJ@r@2&;0)cIl&$B#C^~0R4k4CiX0RHD>kRKO6u?B
zEZTipB9~KKQeqHCwFs_A^&N~Nk{}15IdsNaZr{oXX+Ifqn`t%aB&%C(*>e%d4ET<o
ztB*a{7lz`+J*HF;)UosnS+jbID#s_6uxG@w;pZzLt;P%qOgGXZJ@tQmcX#*d>gs&0
z$!4vQ*2>%aZF}3F>EW{LvzLbnac_4ZGO8vkD@(j!$76GJ6yB&@n_jQYb)vSMMy;~B
zvaPO8i4w!r&28_x`Ou?EudCDP5SfR)y3yve)%SSz+mORB^#{C1S0CeWW1B^5m#n`)
z-~@NGS^B~BwEVxYWNUwGYhK^CWyUCF>X6eLcV1aFngK&5%t!?z*oU0edV`k3y77Me
z7NM#YG&C@;U$%5=s;VIECPTaCwKFpMiWbrC^@yy1u1!TxM;9FvGduU6sCXt4(F)bI
ztu3=CkL*K_&Dq)6r7ArX6qK)Vu+b6pAW2FUd3M-h4;~%;wpo9Rsu>s<C?51pNuoPi
zE=M4t9ox;^YIcC|z`b@~ciAvzj@VG4#nf3Mz`+q}PG=hA^1DCzVuUzBse9B)KR@;G
zz-|e0#{VwRqWO&N*Z%o4EqUzRs#)PmeP}jtXiYP&>|v>ZQl=>jCJN@@yRx>{2X+X8
zY;KpE_W}dXsD6K;UR^TRkWZO5ND%4)N;$yYwI(|dx+z<*Y-?-#^Cx+1e`8~#qobp*
zPh|3Wp-hc}oczxMbt7eH#eyYe_r1Z;!$0Yv5b|;!=epxQg$XS!F3QJ>)c=d-x!oU2
z5ih6#87$685FmJY;r_schvF?VbwA;p3_~HBZr;JWJvV>kY|iM#F~@7W&%c6YL<Cc7
z`?T2>>CR!kHXC5PgFSq!=O?bpVFEp<CpS12!W*7N`IJ{LaV7I~zyGWbzCq%CR8&-8
zG3aJaTBvJjS-A+ohX^YLY;#V&z45N6%g%6XejVSx{rmSX$cZ1TDlgr8^Apw907-ME
z%<43BmLPvNB4Ur8H@}wp-W|nF6~-xX@bHXr!G!2|crkiZo^r>a`}TYD|N2dc=3&nc
zGPwyOz*5+o^RqMgDs6gD+qIQ-5n_x-adB~T&BRsGQ@ob5*2-dwvnNI|jh}!1uyg(1
z>hhCF%P)mgQEBV#*1s`!DYU>n|3(5iEXXILBl~}3G;|I6jAPlr2KVLkViRVZ7V<1v
zH<MSF_D9Nik>kR%r!}I%RAAs;r}ST{-Ao-WW5@(G>Ll~aktWJo&XE!I#PbN~WiR3e
zo8^PTjI>JiRs9>Z2*`6j4bxyC#%zJdoDYJ@Uj!1$d?CaD%N{zhGGkX%u)l0{23n6$
ziT-~8;4f2*zhob=je@Kpic+h)Zm?zznhms(!AjXO+*yNq&$hwK;WFW-Aaq^W0mHNT
zfO>wYCq!8l5}aVlP}1-<ILfmXP}rb`u@CYbluf<|N9Y(J=U87P7mdtXQhAD@W){y(
z7EqWhGe-(;Y^#5n)z58-ZfaPoVJQso_?~}HvO`uRS34A=K^<w%o?*jtNj`U&KnoR2
zHbs$0I9e{kX%cT75$_>3!eb*wpD_{oSgpZ%o^O%<3)Y!9Q+;f4IH!Fu01J)axQ`s>
zH{D+`J24pg2HIdpWH5}-xBD~{?w4@x>DzgijV)7G@=Rr_Hl0+k2bJ90Z+^!xbr*jS
zH^Xw^K2W}B+z(v)`(e-IK^F`ZGOz`jZ>R@|3t%3s_uBLlgm7{51&ln#oejRWwxDl-
z?qr?c?4#ov?tbkSIYY8%NEo@><xL+k)@;(_&zUl2Ho#=%R2<~WNl%|;Mbb+f)rD<0
zvs|2Mudy`H?5!veWp}S8xr`Fg$@_on*rL^B`~LQvFu4Q+15@wRo5-NuOiXbuys_`d
zHSTC;7A9_cPV?!4Z)R*<cx*w7nUS7uXtUt>^j&KXi9D&PvGItZlD4$d#_Ka~ZE;ux
z>LY1pAE8=TTM0QnT29pe;9t2Yqj5&W!PLsr^kRcZ1_p+V^X?b{{9+8kmnVNLs6IyH
zt|30?cQG)AcnGH_M2#gEZsS=R?*pQrUi=Y%bW#Q{kg+o>rK$?;V}XWVUS6iA2cU(`
zVYk`;3~2HHJ{WMjatC(>0uG?J8Qc%t3k^+asD8W*SC^`E?=k-`c=|ujCxl%XF2#Qz
zfwFV`PsC*MS>gS_;$NDK)Ubc2P3DvZF2$?&x?JOG5GxikGWV#!W7*m7^M4W-PUOG_
zC|j)e7b*}(H%;%7E}LIlGId@<$<#lvwMxc9j|fo$Ew*-r!dgCJ>wkXJipdc^8#+77
z<T9IF%3QGPyqsGY7#2gx?P?~sOLdUhWZX+{HyHdvaVehjqNAhZbG3gBhI-s8E83!c
z0YZ791|WwJynT8JvNj+?X0tY8tSDuHEsk=@ERzt9iG?M%`EtH$g=46lz%hQ5t7*L!
zicFkerT2L|M6@SbUsJ;*AW(JMny4tHQK1U5^5I7ys^jUo%7{o+bm-CCTvu0DUvI3j
zcz4H2C<H;eOZe0Z%-4UcAV-56azKj+1`121Ns}Xl1fI5<b+9H$-G9%nJUtp_jIvyq
zxwjzce|rOQMQl>&uqDxg8FgCnV1MxOeMbZYgd>V1DXthJ?9kKJ^_D}A2vP7~YSdrG
zYIm<Wr^qQ274!S#DIt4fESAh!S54p4w4GcVy@X*^e%nilh8ll#>vF}gFfj$Ni$XdC
zIzZTw)K|N=RuZ8ryea-rEj2;oU}sNGPVQ#vjI5m2{c=zTEnvL9*D(D}JV(H9^ME~7
zo)$C0+{%gu1O7{-n6z1qdVka|Ja(DI>cxdEdq!4Tn#c2vNs(flqGfuq1+Hf8k|Hf;
z2yn+9J7{xbqhf#Q^ysjvtMmQC3l^f97SzcOJ!(rO9()L^j1&Ih0B%5$zr{wIXg^Fz
zzS{*<)^H5U!@2>Uv$~i3L^+;PDaJvzgi?hnUNkfc0!_f0;A!AUb8|<>``xk9T4Rl4
z{0JH97x)mx(*8{gGPE9@ayeLp%}QJ}-EkY<g-O$QkdHp1C;U}^H%mc^FIu2rj(}J+
zW1fpN2w#CDW{5oqa&>z{zf^R-1>577tXSiQ*3{J%oO+U>adC3$`}AGn;^6c+tCguN
zC^Ns8^nJo5j+uNQy(rsV!mr95HVh?1&l$}@mp~@0nzMpfe!<LdYOdBwr}n-~<2=J3
z70d>Hetx#Lvak++r;8P)b#OxR8phbr<)|(<nw~qlLl&pe0vmTYiD5m6BD9zgX1Ouf
zG$8E|tUyOSbt4TFHhVQlH|4~yTsj4rk_OF*+jh;0&`rw*+|{r?1MDErj!FyMUyws5
zU+!Ntj#4x(!;&w-2!?~81r|zE=yH2{dW3ih!x(<;OVIIu^zi!@%;Y9d4UBHMY`F8r
zER~Kiphd*)dh}Ers*9etxb?+Klk-i9bg55=8i3|$tx;n`$;t<$UZjC}5MVRriC+*0
z;gupv1a&Df6zdq82kO7TLy>~W<OO|$bj+d0xd~aSJ@V`hCzi83U87B(QT@M~8<y#f
zot^w_Y*3$nN^`8uZ1%9H_uOqUm8T%&N7@?%9Js%~PfNoYtCcE>FSZy;ln}57L+vBh
z;4=nOkbhe(Eo^9DBh}Q^#S~s{lo3@N1!2a@^73v|?9l6n^ED7G5`K-2j-HsBT5F^W
zcE9;M0)RFDrMFg&!oz*Y6^FH(8?XU8*<G3kK%S3(0<JkXZiJI8Bkh{SJ?~wCTL`ng
z_S>QhD3&S%X|mZqCjUSgeG$edBvho~SJXk*mY6^F&~4C^Ax}69{5?-dNGL_+F|%t+
zpAsa&%*14%p~{>Fd2Qa_)%9y=hqt1#k~AKdfMCIefL{g=vCQ7JrIE*-ZeB_Zj)Zp#
z4-apDj+HK9gf&Cv?*Q-{XdSY%hbE>~o?a=3|5m3xaBPvMtZ!%-Q0t~a_J}aIvqM>-
z4~M2FB~UF}SkBv8U$<t@0ERK>brPovlV6ngz-(`JC+=`{{)TugOoZig_+$Dt%}XBv
ze|TX*C0LC2@jnH@N=vEw`=7*eS}V<%(?Fzu6gjLY5ww&aeEh7ePA9W?GG+D=%{p|e
zmQDu@QH2<@^e;>IE_1nx62Dtacd_`*|Fo^H>q)mUF@d53L24qRu$$DZtbM^r#wcm>
zy6S2GT$Ctjthj1k=jCZ@3?lC?!*?E6wV1dW@^@tCZ<#j5huV;(eh!P(mXq`|Jr^B+
zp7)lFdq?Qpu|vmqBw|fqsFo6EnEK7J;E9Uq#Ssvsp4Yoj<lhoT@Cke<@&!KMR-3Nf
zgkS$2gD8KXnKlEe@40<)-UYh+*wn!~xhs_R(*6yMCD(nm<}#NN-BfYBW`^<nYJ+Ua
z+;V+46>3^B7Z;aCsj|FZu5C4mQh4Tn!m;_(dR=fGQ5)>}%o?5-#$=DgZbwIr)(tU=
ze1@p8M)Dq~=wHql6Aey57S$4W;F88fevUJDH1x1*S(d%~NOWm~Wcfo7gy^r@!}Bp)
z*25N9OO!0<+wa?+vS)aP8++Jm1SiR`QgX7M-8R!fXD+wj^>36Z2!<^Gh%C8(G}xc?
z&d_=Mp{Dru9OOeq0(lZ5YwGm`P;t^8GfpSJxS``-OUC!&!6VCTEZebRXiFJlybJ9P
z1*4w4<yDO^vtS_+B~R#~Q>j7&xvL|Jgb_#rLB{$L{@+s`E6tvh{D=D>CeOIgJJ4cz
zkjgQ)-$i3nnzYQL%EQLTH{lY0DIAW+VcUJKt**|={i0jpOOfyQ@$C9|@zmdsjk?j!
zB`zu<vGw`U*4pB7_2l>Yeq9h6NH;HEKh|7tW}5>}n!MwS;KbPG#_TSjl2qo2ugQ}o
zJ2g4^2NePyznQq(WkZ>|C|Nr}(R$*2I5)?!zQp%x$J)ymdf&Baokhlf$-%+F#s-NA
zdyz0TBDYML+QEGgeH`HnZErCOOYm2|Bs%@CRCsch+(3)jmKH9?oVwza6fYkg-yTGW
z{5;`2e@byAZ%=VO8%f3m@N1DPzZL2A(xdK<%}&lX-lv9ytG<}Y{XexTIioxl$tHQW
zU)G$T8vO;Vme<##1`OMOg(7iTEBWV=F0rp@w7NqLI&}TsU+zHwTxM?GCCg1$W)2?*
zXXNm<y$9C*diB`6O1*Byx<z}^wC>-Y{?si9Pu6K{JvKEpjqN+OXb%d3UYgdqGbW7W
z3Uxwd=ELx2PaPWI)vnO4c6mKcKE695e8_P+^gKK&BWO`#2<J_Ie_P5~`cs6W--X!y
zpd?_=^w*&hZd2}4mzDS?Rlxo<CMM?hehLK|9H+>;pdSC2S&xYSl!puQn%~<K7<U8+
z8K4mH=N9I}<OZKgBVm1?a)ndz5qW*>?CR{ic>T!Wu+t~x_jz%yooFdwSXVlXheGl5
zw10iDd8#Q=j0o3%*YxE-<3tEjrGw=YngWa;2%c|hm~ft$1sq1w*e>$;X?xNhvS~N(
zuD1cIiu~x8CGS$aEZLLKIrrv2hv4Av5$Y0-mU7_0-c;qA+uISjFE`rUbgRs(Q0cAD
zvwo16OK6uR8w|2}^hH_SgyJmyMPjKO!86r%xcNYVT!;yO`>zK{GXKxq441LSmvH^i
zRr!=gDcz~}rL;7boaaQ4YQxj41yFSN0;@6O0eDBiA%Aq@VG@`jH6jQiZwG)#coleJ
zzrVp#|1zWdFo_|M>1S<CZiHl|v}p3ec6hRQz9=#m%h~bq#h(<BG^EN}(xR-mZ`9tv
zaL}8R$CD0!&r6m2SJCmP!<7Cx)9sPjMt7~W#(}lbdb&+jkX7Zi+8aVgNAJAM;dIz_
z7|P1XC{rz?kjpMtrtZ9ixbo@JtwJD4PDw!s5pK~&4$Rf9N*UWvOG|@*LH?JK1@zYg
zmtwUP(KU@R%wn7CMrNB`O~Cx=y=TY8t8arQpX=Fw^73-3#!Iw#fjp)D1kC)YOZhX(
z)}z^fPLo(3r_EVo2zX3GnY+54b|Vug<X$?7AcfeQamZdzUqK*4UMgwK#L0rtBr0ia
zU#iG)w?886Id7sttwMEdpBZrbGF}0~YcQKI#IWGEMkXc$ccZ%2Z-sG4-2o6V)JZ=r
zwqHMg@<hUzi}9kx*|%$qhSDdB)35--;f^h5uf8qX$%^31g6x3pEf88wCM?^xv+n9C
z$d2{C?096C&q{MN5(Zd;IJqVPE-tf^M%e;DRN=43=HI`Ci>r_CQblNDaTcnj%9xm#
zsVk4~V<{kt#}H;<?yOt3aB}a7A$IVkNRbMEFHg7X-{x7pH9L=56+NR<-Ad^~dYju}
z#zf4i=7cE)?1@md^ZU#0P9Ms`rX9{>)HvSya~D!Jybb9lX!=T(N@}4nA%#$seiHd-
z-<F#sG{Ara0kW9l3dUy@ilvECMWv;sjEF(Rlu1%fPEO<2stACo+i^$u!0y|2%Afgv
zl&#*+wTrld6{=cY4~t5RZr0Y)QWmODua{k)w>h8dg`El*I&H2t=H}+!-rmN>#*U7T
z?(WNo_l#DaqpNGq5&WaLo4FHTJtoV$S|DSo`n4w~CzGX$h+*k<+s)Tpi*tx!qgJEI
z&CJaBre5D}rz9jKC@3gkprIGN^b6#FwjQGq*t()`rg8-A)*d|hG6v`7<}^<gOYayz
zI8aW-tEGwzL)m*;b*nPyqViPBOf<9keO5(L=axlv0pyrJsDg+&9shps&?O=um=M>h
z0%LLf&xL|1)7yU`*LItb_V*_Xv`l}NP8mAxW(UUwWcJpVuRPH#*g0g4)Y9yK!t>2L
zyt>mZJhD01*!Ej1EdbkN3|*}3rqYykG)5x_j;5yMb@recOC9WuR>3R%mjmGLNC5zv
zOAgz0Mps{ug&!CYo4U;|xAItS=bst=2oDla)MvbC)~zx_*RD|2Sz?>)d-R#Ql{P96
zEa<RoNH5YqeUFvgt);c|^z;OOP3F@JNJe>ic`Yq1MMdAr_x%m9D<3Hj?2`L&_C~SY
z{n=--4TNEt7#Zy!&Q_YXe0j7M59~n0%*@0mAYe-&-%^tTV{F4_nViVrh#W9%3;+q2
z6OV<bSffSz<Ejs3%i}QX%(P&J)A?w+ul|k_-g~kx`Ov%R<5R1h7*<+;5G8PXJdMRP
zZhT^5;q?Cc`kE-Xukxs7Df=2;E<7W9jy#~}3?+(&1&7<e&Fzx8ZUmY^r<Ik3Wsg&~
zF_Po)a<jwh<IMv!K-lM_f?v8G`(Mgib~P*5nV1x)lg9bK-hR-~(3l!0D5mFb$y}|A
z@}e6=$$-Epjap@@Q`lF3iJ0>8^0T!j6#qjH5fKqkTLlb|{~H;RB>kCxw4b8)!22tF
z_1rbRIN2l(oypXe6}PJ6A^rI1wez$!`!ETlA~oiLsa$%vgoGFDOzw#gX)rOK?491r
z1r%<&^<W^oGp?cI+HQ6ffU}_=xFq07eTcPY;6pR_&*HIv2G>%5y~n*`LA9*C#Yh6{
z`mAd(5y1hB#NF{Lx>|<^o%%5$#DdHS2aSnLsDMbW#WKGeluyL%=&o{?J}s2~(-g0V
z$gco0^?=0O%tdyq$dwsfK}r*ea2?4^qbxKF(jG)&7^Fd;v12uhfCaj^w!LPkq&q4X
z^v^x7sLIEFJ|M$?H>u!Z3lo;M@>{7QQ2;3wlv50wKY_&wqn3UoSK!gor~$n>6fqRR
zcOK+sy)v+*VBum>T*3a&m$Aw1xaSgD-ALmf-vQI3CX1p$7Wi@Y>Q=GPH&S1msj+!n
zEdSPYLu7hRLwwiLWd0pYX}UxHV%2mRnjy!HhI)Bt?(AHDkGJVboJ|g{Z&e`}ABWZu
z?9CK$A=yS^EKORaB2=0>Y)DVq&<%bj)HY4;-c#F^v?=L!{876WFfHme`-F^5AS|qN
zvj}mmy%<l@6F8GNYwB9Bi?PW6r74)A8vq%Lb}mAJk`;F04>)r*1laW>aKwH#J;<W8
zBE_w+kOnk=Yh8N+v8_$Nt_h}NPjZ8X<|Dtw)skEfs1FX8tS5>5{?o@nAQ46<ny*O@
zP8j^B<ow9bBQIat30OMOn}Dh=IU!ydjQHu`nAkuKbW)NFt;zDFE;FvJzb~u`KZZRx
z%mS2P?TGoF_MrW9kkoTnAKuX*P(_K#_*I!^{?ucCgahg~wA`2k1U?f7Sad&P_UTs|
z$$v_Ix2N3qdwBJlb!WB46?itpSe+JO2o4d*s{1%mYlA81ih#j4O}R(@jWs<YWR)*A
z7N-v<zP6Tg>Gx6zC7A6ZJ&(prUPE!rTI4e22>5Q_C551QzSk_t43jko{<X>BC`Q2h
zZi<0_!5fAGtU{QUq=~j7wjaSkixHhgRY%kzCF*{VQ>HO4@MN~ttZjgm?$6!#wtWgo
z+TgKP$yt+)&^OaOB7p0F{e89}WOtBjw?=tWDqX^Qy^ix4y~k<51F3viurc&B32HoS
z(Q@9b*jk!XI~I=tJadnI_WEn%?dVpQv>zjX_T*to@&>OnBx(?5Azk+tj58_Yv?I`E
zOxJEVJ8lBJtz73IRW#;4rA0W&JasiM@ker<p$5+^E5?mp@x%LHO9TE1BtZ*eu!?wR
zbqTWmbS@^;bar7YQ`6#%{UwO&3rVk@kx$!MRbn+OKw0n0Wu}^JL5}4{iHfY180+bO
z1B&ML2WRV#NxuF5z=sp}5Ly5eT%-ojFh4O|C_NzA$*N^;YikS1j!)gIDZG>1RRczq
z9%EL`AxGBj#5qL@e{pQqRUK>Yua<?L{R_A7y8UgFjRfF!)&>qIzL}xoHJJcDFF<U~
zLTZGVwc@>XdOyzyrM@ZW`EhRE;6q`5_5+2YizC`^|KVHirQ-tvwFa81G`Jw5a>Qq)
z-FDSlS=*{ZOhc%8ax!%BZAiW>7-cNvVS^@Qd~%YjaZ3BWV0(u}JGx|!6amQxr{#LR
zQ=jBt=1--{OPU|x-!t2hHpjFnZqgpeYM{pj0C}<KvYmkT8O=mQvFcPfe719cP9JFP
zAK5MnB|j;v=8=;KkLtl_wH_ifKONT79B%+#<qVSG_JCTdqMY5veOfJ7N@LwJ0fZC;
zY62<lyjW9_{#;ijSK@<%gYlJXC3HFeFT<u;bE^g&JTi{uRd+~HWC|^Fo2Bs#P9bo4
zah2_*uYMRIKHSm40DY#z2FLn;MXQWE5lQEbYqVNyb1SZ23n0CbStRY@NxX5^ls}fc
zJ7F7rwD^Ye8gDK*@_jfbkbAy~;`~g88^D@JLW|zRCNG_k2@=3+K|-LSjRBZ?2)<wq
z-a?+5gk<EbYOo^OXPzdtU_&tPyamx&@Vh3FG`EODiAX&~^cMxGL^Lsfvhf&QMhQiF
zEmyMO0qumzTq!_dpl~?sRJZSxL5D!ZPm3Fb&&|<zr91-g%q1yC1bgXv<F%A5@2<Uf
z-T9ZQ55pF8&GEpM@W198n2sy81Qi4oc(b({LDld$E_|<iz+c$D@$K2`bxto^Voc=B
zW<XOdmhR&nN^c~L1kPoDxX9#l^Np&7pY>pj-)k2kk!ppg;;!lAFzKkihL`vyVxWg8
z`Ubs?o(og!GjSBo=O!nDMdV9C-e!~8N>TX>r<==Dk}aA{`AFe#eTfJTCN<1Yj&*C{
z64+W$P()eW^cj0zBjD+3e6?M@sI9+HmzD1QoA#-`jNa@aV_ZjnUp#Wbx{^gsH&(0e
z#jTUXT$03OBv%4ntzkyk{H=)2)wN~oG{AkV_a*HhwB8UcFLsOK<E}%k*{CfqHpl`|
zzo(Y2dqy)zO0u2df^(d!!m0dL6T!5@l@Ur`a#iLTG5Eg2;?1$vFeX!pbi%lOcaqiD
zYTvf6)=4vj44ztlCIXXoZH60jxA8nNULCyw<bRO5!H2BO==z&!vQ(GO?ge?_7K2U3
z8q;hR0cdD|8_lHnWy47;0`!JL6WJczWD^YcHCNX^%0ZCLB(y9%ff}fAS51oMzR<Fx
z7?k8Qv97|9#F(Tc@%jKJ1?l{6CS<|-vJr-)3B`XK98*(&ioU?j05Sa=W8vUB7TuCm
zwCE<s$DRAM?CRC(HUbrY{{9*~^74feZI_3_3{i#Idhw^|kMK(YUf9wIR-mMX6><?U
zD)>7@uebRQ_TpuE6|N8WE{>8iB+FwU4x$)r5fX7p5;zrUT{kHSex8jfG?lOfEFe%l
zz)&dtyU9?0Gq><kPPrFx_QdMKs)4Gge(HWnI0mdBS)sn{cfoFhiU`v9=}}sQ9*|Q3
z{xnxn_u)=j8L}sEozg<-tdNtIcAgr7NKC?WZPD7ICs-b>k8ro^xX1JdL6(2DcZj^N
z0;qCWT$~dU5;SUF=I51*6i46>Cf@H&n0jyxkkC_q^SA&}(a|OxLqkIo+or5@kLxW?
zN=iz_mu;7w84l*UFCg^GH0g9WnZ@mLa<e~X*ZF+#GOD4}{|VroN!(gos*VanCSbmI
z!HEQPzMPaT>G=`(3-O!f9!<<&S=}A2g;O*<EIM6@S`Bg(+bq>4S=@R~BGNk?%35mF
z2;CunA|vB!hf?i#+3y6F?s2GO73+S^$qDe;Zwo?i4cm*KDsZazxut4Omq$4{I57Pr
zEhibIPLhHif(_i>`z1h#j}Lh@LXiVl28h&q^cX#c{QMPJ>r>u|$Fa;y#X?x6SQ-@-
zg?%;q@*29>hm0uf<n8^opr$u~EA{W7>hDN@f)H@M-Q#w<C+NxLx7&duh=GNM0fkeQ
zx<NqLXej1iNZr%*9)KBITJjWx*|jQ*4*6Yg8=5wckO)z%u39V`JP#)cl%P8Z72^Yn
zYxjfMyvNVZ&U$-$r>Cbw5U~C%oLpU1YowV%VMY!h8n_(K7ESTLmT%Y^(IItnM{TWt
z)S0=RubSvSG6qi^?54Hafp|!8=cQhYW05@N_|z1UfG;m%UtS(b5OG#^Hoxy%b3jIV
zXM-l)&wR%gUOqlPR@VCJYI$1BvHe;w95&qOnVA{Q3Re&@xWx>@W7heXg!JxcrY{U-
ztJTHI*q99O_T~Pxudh!5<9xZM&qe2dYX;c2ckvHD&b_mWoqIH}WP^t&7?eO_n$xNB
zeK2flz})zDNC9Q5`}OYd@UW+Qmxr-F1T?9sJXo5F5dkOTsrjbK)m!!<j`M0?svqz9
zy%YrB{NF(l8`A7+qJz(mV>k{0Mn0{8yu-W9!_2i^8<SN`yZ;S%|1ZV=gz8s+g(?28
zpZIb8Po=rVlfdv*(Hx%@oh>YeZTi!ntSzMg;U(+yTNab9<E*1(LQj6zNbXzl(gRTE
z6cbk{4=kr0DlI-xCz-w%TR1~Vi^3Yc8m4q$rJnO-N90$8?^&fWSA<SikjBL1WIKpE
zdTq6*UH|CN{Uys_lFb1z^uug_H_MnC{gP}h&7C4mw#EIB|MjeH&-^jNu9M5}qh0Z5
zcs}Lo`uh6X8Vh0{BO=we6u-~+#{t8ChX}&qjEEsXr8^MERJ1fOFnC({VfK3;@;_an
zX-6J<gc@`o`D}IhefnaDh8l<}1Pd1_V~0wW62roW1S(pZnH}!*g@p)z=dD;n3(3=`
z_-y55WUQ^M2q}qTgc_7Bc;5VtP=vQNH8Z35NlFr&7$1(<C%B}grDdKcPx;j8XKxRL
z?CI$NLlsjn#)j67-V+e=5)KE^zq$40<zdr0QR8%SRH~xZ4f@oe*k^BDDXJn~w+n6d
zj3mX*$4##!sexPGdLs>gOtJv4@qNc)3)i*{+onjg`me#}thiECbF3l2{}jItdS;Sg
z$(ce|076PpQGI*C9rDwhiinv@5n%agMy$cR^;ow;TO4hXK8>v`>Z2l<CYm^5%5)`<
z@fa;!?_ccd=0=kQU%zqejERMnF>#<}*AbGYSgP!9xh-;1hNXRf%_<&pJn#cQ4=W9=
zA1`&WHSRkV-Pn!KC&)_5Bd9Gln5C1SJay_(C%F#`4SiG1$%eA@h#3{w&pq3JTJrC@
z`j`ADM7XDxwjDlj`|2vzuQN3fxM-mNZx(CRF@$MpX+g%gWa-q#)|Q@*PLgVAad9$7
zKu$DHe9PyNpxwNGWKKg*j{_0n7CmppWg{dcgz{%&W20ls`r_hZ0)<@oQBM#|hb{`I
z5Y>WZ!|48vLVw1}Ut<WXrnNrafz%wrQ!`n(-%zO#e_uNlM_o3mI$xxy7Hpe()=y5T
z1##MUhp%IHKGb!NAXg)ox+8J0(f=t&D??A;>Z)di>Zvn-HzPJF_%?l#)EgY>W=&02
zGFtzfg_9FH_`GEUF>LLMb=iWZw)UAbx9A<nEuhAow*Dd#P?a)a#=-sqRBc+LOOlc*
z-PqVLtZDA(@Yx^zGIe`!c=)485eS*Wpr<NjV{M(=qfH;yv|`=3b`B2MT>~{97#OIR
zevAowcziT}@<mShRnB-(c9+<`xrZUswsCRqd3J}2!aFr)%*;2Dfj)D-*5vnozhqd0
z9cloCbaHa4P^C#36H|a(n!4Uwv+K&r$stOCWk&p3kvuqk3uZDk{^eVENn7&5!h&YS
zfd}C$BILVlNnKOZ(2qiC^4ouVQO}1t4Vuy6zE3-UVUJsW0tq939l1zPoVoWMTQ+Pz
zZ^jssO?t=;tbyuM5yB^7qU`Ln6OBzxAc^Ua2FiTA-A*-V+LTl9?EcLTbdLPV(URDR
zrDPM>-CaqveGBUT1Jo(qSfHso#PoR4kCa$)!3H&5k0QlVSQ2?8LbRWOQcf-SeOQ$E
zr<$C9ilVs=apb1iazJdUA~f9Ia*-<a$)vG;V%Tm{^^wEdVGNyCXSm87ro-J`QgZ4N
z8-R1_m>mBzBnpw=n*;A-1Z%Wa8h9r!gL(p{)5$gqp`fg?@4EA7N?i%>51-M2ANyQ7
zOIbEm3zkXYxY2`%HfRx70loDBV2A{9)tdu<dPVaeADuR9*Y`}djW!g>{oe_A=SDQD
zmeSxzAPqgeebySw7EVS-f9l4ZtK&-bAuDN~lPF}=IwBs&vSqttiNPAIHJ-Mn3Jnu`
zWtSx0@Y?zK@D;}ypHmh2zFiM_cEse(vQ@XYk56fnWY6Md@B@=gNUl7yn`&zf*B%;w
ztd=VEx-K}8FS(-%jjw}&SPZ(#Qvd3GGt1QJRxvOz6fB7s1jH02MvFtt8d6vrTV1as
z&d=+F01Z7nG^9M<Ut9>kj{Ps*-YP1tXo(hW+@0VK!5xCTLvRTW!QI{6Ex5ZwaJL3R
zaHo;r9^Bn;=e%)0?)yID>@k{;-Hh&kwb!buIp^wHRgHb4w>wVauRp~zrHcEL>W%f6
zh-pY(K9$ZFOD7nY+zBXYw(Ro6?;^KTfH<octYb}-aO&3WFD@?l;|F?HS|>q6PDE+H
z8yPd;NYC&*Yrj=LqT`t1!J7Y;A>f)#l(JcERjrz}l&3T3&;xp2QDlUOo^Swvb!x7g
zc6omOsn)DBRzA6V22T=@g?r|m2d1pS^oQN*F60DsP>=_j0;ri0X}w8I2Fs1C+dHqE
z(m5B5=v<0H98U9Ck;B=$C3f*it=ZCk{h{b!oS0V#)<>o0T{V#RILcK<{v5ev-)7|V
zI4T#2C(x%i)h;2;E8xQ8*?2a8o1xsV%Pn03eKoevzPbTGF?G;#xNTm}C_Ca&ly4`r
zGEp7N?3;zY(y3V#8Lb~Gpmi*E5G@v%4FwaL`p{_^A8?2*pi0#L`{_D?gS=JHPvW-i
zs;8u6&xAkl{*jlpXaZ;0X_0&>=tpeTZJLo!nN|EvwRCxNL2UjVS#1J;U!Gffv1S=U
zlWda?oMJ24wLk(d$#9T;viD^H`98<dfs^^y<S6cV1V1igxb(a{w<{d*M8;R?E#)q3
ze6NDRSj|(cJ!ym-wj=ARt+tUTB^LaNW;uP+ok;~}sk%ydn5w<xa>pkRDkS@s@7?tL
zo@QUcA>Su&>(hy+CseP0M{u8W>q_C7K{UMm#4FC9W9xjpp=6;Mu$T!_!_&$x-L?u}
z`8w4CPcHPh1tp+at<mG)FQsbws5{=+?n|Z{qL%D!)?S29K%&z5)^m4v$GIQ^p8js1
zhw~9B<*6DJZlB$uI6`jwk_(2!QFR~Wk+xQynt=iFl(jC8i%IT(&AkInL%&ZtogNn(
zHg!F)`A!e#>usC<*(bi>u(Gx#LZIp3)&3S#79J38)ZX08$sXs^8pe)54EM+*m;K>z
zrr+b88tFK{;iga2FD)i3qyW576L#OVYg#6Hh<@f1{Ra8DBAi)yB;YDq4Wi9{{TBu`
zg*8{U6J&{#9Hk(Cx#gT1GMnoyPB`6DFrn1R-I5_qQC;tQR-|L_$W1pZvI6K89H=%u
zcTs@i!MYS;k>*WNAgK0&;1dctIz8fk1<W-rugA-6FpU5D6|8zZmCGL{wjIL)^t?Sx
z%)5~^0~SO6jwx1Pi%3rz@NQduJ1kC!lz~^F#lCgxdwY3*z-Uh-5Z$`>Bi(-a6^3-n
z3B3(<6A=-?&(Hs_-^`yLw-X#iT~^MITac18doc|$7H|2kBh&O%<O1tkui$}f`JT9@
zKplxNP?@${UPAco7L>}M=?ICt6m#2TM|VM_vS|T`zlmaams9e;QK~IF7&kHZzuuE~
z;Faq_catA~;<6ea%}bWfy0A6s14CJ<YT>&UYAh!XaE8i|a>wE6Ub<_2V|CR8r64!x
zOL{Ha{Ty9O`gfmhelVt^zFzTiuZh~U=o}_YL$JpDXWw^yU7zkVs%i*Y0m_7((2%T7
zysM8-wvQ-6Eo<=m<1X55<TbQ}w}g74Cyz^~d3gnYM^cgs5+%Y~`e3D{UeFh0s5-#6
z>!)rbJOG2L+?wy;lk|5a5uAly`>zu1Q8D9B&kRF+0QpA**5-zW{_l~6(>#AI0!IIa
z6`7u~3H@&0S;54;_A@^e)x<S){_9YQ#$HVOYtq6JP-QN|dl#UIR~FU6-SQB?d@Q(M
zz({_7PTmsDp#<hxf71>9JHX~8EZp1Dvd=RG27dd&>FMc@`&9?ANbRz#czKYG!?*H@
z_*BKGJ^4Ff%Ey2a8M<QHBvoUxNw(+^JPbk4OS1gwli37exDqf5>IFRueY^d5gC=>*
z7iG1bJ3+^wpO~B+tXouyy)Sd=Mp%I|opqsq=~f%`gpr|0A3v%Osq@{YsU{Z1L>o!D
z?8VylMV?Lxcz=TH;x@vQQYmTvK>76}ER{Fu16SRr2{DPK!n3JJEiabm|FYky-~6Ml
z)Ely8YRnq}H>dGg|8*U~$;<n{Da(x|ixXgCQO^fOyg)5FRE%Cd3z>-Cu*X2lyEid^
zyv5L$$T9$<C_%ufs`KlcB7#+=iMAB1O8f2=4-^&5S!^3eSL?&2uJD38<|?^+q~JTT
z&Vt6mg2r3bM!-wNw`$4an30FPzVB=X8>}YX-9|&6UIVchh8q$G=EF`YstgPa<-~33
z^j>*w&CPo}@#w*kq3CjzGE`tbiwoj^WExLWr7vY1AKP~Z)2M&xBX+Att^{wrR+1kP
zq(eI6=>I-b>UK1lhB(XVIf@n@a)6a+Se6R&U+z<bSm6&Dsua})>xG+cFtFQK42Oup
zFS#+K%ArF`sMmaB(<xMj4;GP&@*ZHFA+1@k{^VPs#W-ZlHo)4h2lmjEa3jZme6hms
zU>=7zJk_gtyuJRfge*ZEEJo1X+4=i$<4>twYep{0P|uh9tpwrPdFu!<_<EpJv6G{t
zh(w3pR3jtBwE#=5;>GDHJb52iX^KS3^a0cOFT{qGI>X)_D7K414Y{boe>JE&p%MhK
z4t@tm9X?nyIh~Cy4<GRl1#csN*V_@o*mm4V3s)X=p1-~dU~ESof7Q{}?nnLosS3eC
z=5}vUttTa4u+>dD8>^c<S210#bg9m;9Aw1`<);J1=fF3$drDVYk}^XzjZZnH)2W55
zDn}IM_o>UxW#|D-f#Vyk@7n6i(vGpOb0dV8R;Bv+W^exZep*_Z79UoBqM3H>Ntr60
z`ZF+Ju9R%Q-VLs&8>4(9@+1e!kmN!`&u&#n3IET>WaU@k)mF`K-^AD*jg7%v2Y<gw
zrh5i{xE1yOR50M32r~gCScs3nyZ?Lo1Mz1P)}5Rt%?@b^@)~Pe)}496@g7j%C+0La
za`3&{lj8)UGe>$?jFK9Eps|h3*IvJmcfWvPVWwyKo?`Ysr<`}-j{4(j6HX2aU1<t?
z_GA$t%d|=RUnxk5y-wz(uXIj*k9ynM)}#VUZfw*iHm!EWb52A;ecljg#}0K1s9hv0
zAe9SW0eC+N50)?g5*xuHVe!O`CpCmDFge5T4_J-5p;&O`j9qzu3j8Ob?3QZs4SCpI
zfMgh6bxeXnrJ8v0qy>C|xm2SPfs$8Vgzg3^9;vw7<BmQTP0r-3rK`Vxp0p7fCj+P6
z^eUdzKpY`b3EiFW`(tv-+>O9^BSBnv3VZ&v+UnKok(wl(+rbp^8`Hl6n+hQHf4}Wh
z(5H{fRjO8|jGCr@sDeQ%w_Vd>sI#}1bm#6M<n8TkN`aW~@UX}Q@{i7ATAEo+ZLN^!
zW#9wCDREi3-6{tM$IZ=+ycW7NjejJ*R$A($`F1&mm??Ya;GpEN6VG1Y!?hE-*ds8(
z`_Vx$>nRc`{2WJ|3e$=!yWI?uLTVu1LOn^!LQfQnXPiBMbK?5Cu{M}Zl$8foqDP2b
zEqmNs>DZFUBi%<$O|6hT<Ma3GpLKP`U#PhBmU?`j8dK&t6^5O_64s5>h%XnG6jLl^
z+{~AqV(j3iLSl^}f7)bXc{zXgDqzT%Lt^Rp?(p<<8cby{#N_4W-7{W!y()Xtn@=eo
zHoBi~$H#Yn;s`$~mTba}1pJ<F|K+fPC3AUMSuok3wKaL_WN+I~+p4I=&QI%I9um#H
zy-E^;#tr`x?o>drJzh6Qb-e^-_|@vK$M$yS-p(e)uNH5c21j38biioZvQlU@6zw29
z%q&@|-rLPMHTC`*?OSzAW+oPbr<3;A8h6iqxzpHx5La!3(w%Jci3hZ8e;Nu<?57x?
zrCNQi$v<_yz%GBks&6lyjm`(LH+bmG%y-Yh%)#4Qi?;ug-DWLQcF9W`?tUoY2>ggt
zt;DAKg7j(gA<?fiMeH$50b1Yu&^n|RjZ7#6Loq9$Zk~`&7viusC5Re$(UgIj$SJ`M
zjFX^$_;-{>V0yqJ+;KQ{#Tw8;=dL~u;y4tTMjD(hNy$xZWDX8GK%v+K`Vn?;rJ3P}
zL-0$|eS!|Uc&Yg|{x2OvOagde2$p3{*kY&W=gf?Z-*YF;IWpz#ZEeBEU8+uzC^Dze
zqJt8=b#pKc{<b>Q;H`}wAJ4Do&|nXMhr}~~i;{q(6H87`zVdu6dGgrIkxl@SIi5aR
z1X$J0hgeFLVaw}U6J~+`IeSu!1!cJfOq3_Re}4YgXiT13Q&Ur|5}S{ql#81iymEXc
zs(114@ZoBHf0Oypj6-7E*G`Pt1pHqgegCqN#d^jT(pW%aIN{;9ogNgrN2l6rH`WJ#
zb7p5`yq<9f7#X>fF&xHD)n-U1klgJwbkyTrO)j5Y*E10hiw5-^K7Tq+G8h%SV}IF5
zRXx?w+{Au6j-UEXd_TF&U=#GIIAX<Usz8Ho@E+qJv7uAm?psNDcfn8oZmlzS{kB=l
zdKgYY!O2=a5|raF2Am>b+hjV2@gs_VcH&#4_@b;!$&@NbONm*w62x#ms>1xc@3F**
zo*lHOo_vImt0{bH;qV(~U{kl0#QpY`kmB+R3_H$T*<n~PQ-AfC)8(m`ox_5%M@?to
z3iT+06QdjLXE8Bq9XTCQ1kAj*(u$i{f3~%?VLYF)egN&JfLhId!;hzKp|uQuV)4X;
zN3C{*cXCkND017U>l^$Cc?X4kIAni2fxvhwz`G!UY0oatk*m%JG#nh<vw?=rNM|}i
zsDB-n6sZ|)5^|oPk2`0ot&I)R-P-fcU<}yGTU+n92O@-~$U}w7Ct7rBH0uo9DugTD
zMDUu@kYZ~EDwp)E-{j8VVSRpo@BntaNUqb#eD4;gW-*7IE;nIqAsRz+D2==gVDlF6
zR~v3f!OMVkSCG=r7anH7oX)$V#hiYXfF@m>lPUlA`R+vSt4NSc->_6@tYKlZFRp&t
zWninFu<s-KK8f0GZ=&}>nMN+gdgZX05JERsPR~pm^bcyVy$nnISzZ=@{flaap=6zm
z6!08m#LK6!;<c+Q6j2yjVKR$#FfTY$_@yrscg(JdalG~B>({TqiyK={yXS?6H%m_X
zP?1h#76YZ|7>Rdo+1Ef)Cu2ds+JOlcW}Bn&_lsJWMolyoTdoh+bOYMGo(2`5*A2V-
z)a~u<#ztPAQqY>3HC8@<FIJx9BMEOpiJ1vUDEceIH~$ye<d64xLfZ6W;~M_>5alM-
z<NfjUQdKJt4_xvOJ?14_E~n2-{RI6Mc-La^8E35bMoU;2^j}L=s~0eJ%Dx=PkKb>4
zZ}m!O6^r~LIDG~~iEf+y_Hy#Cd5cnmk+crWxt$k>sUYKajpJH>JQjzH|385WfGE5l
z8~*PfSm9>>UmTfUS0Y%&F<c-(BSD&&)hQ}Ws*K~UETsA!A%y35=+zK)^z|bjc%N_S
zP3mhY{~}T)ODRhp%1Q9oV2|tekBNJRGjdDIIV;||CFNR#p;l%jYouk+fH&E|X~MG4
z;*vv6&tIJmy|VLvQeb{h;CSiAJzu8x>WS&GU0rhJc-zvydX(cC9$sEvo}OBAvJz!h
z;5g{}@xH$OuRS3-^k%@@bIa06-0*I6(VjD}q)L`&TA3BtwKNuv%WMSa=lbVY4QP^k
ztYoQ^2aQ$WjlLj97yT>V{o3CTQ5!X~?f5+sT@2nRtE~2a1pK~S=Jdh3eOn5c!-5WO
ztg^U-gqTYw_MJOx(NIzUI`ayEB?-pt-@oRS>Z;h1a+!+dn>{`U4=<%Ds1cNz^4<b@
zmYh2OPCTnus{ity((8`1!VoJ_rK?-&>gqai<-^6nnficbk@Msi%CGxoL+oSYz<ZM5
z;BxFd?AYUf@4`bwLQI^Slar$Q%K?!bTT%sE62$5FC417l$3R14ma3E!dEm(Pnkw7~
z8WQ4=27X<OHWWRBNU49*l9TUWS2$MW5ZoW~)VYc@IDrVIDgEE;|H6*BHv``dSA|**
zx3&t78kjPx#>1M%-we_nriYsQqToVA>GqG0tA=-fjRY6n-uCuN@^soDz7+e|9<Jou
zir~*+VT27BRkc5Yr2_addU^zTcr3I2ZfyKJM!vf0()DjCvL`$Bm_eKhAXgruO!+cB
zX5oN$Usu<Z$bVI!#}y^S;PsaTNv30PS*U4fAZDTmDeCi5Fl%s^^H3f*6+#{n$e*8|
z-QC@POHw>8Hoz0Ghw2zxscsGCWpF!^WVV7Z-p74p_IxhivF0lrxf;v3s0cy7)}U(L
zI`p#2h)GD^AFoW@-52+r>7tY5N?-j0g!18r5~Pa3T+!S!NTqK-Lrn!+e<@e-K!es1
ztDulTWIhP{4$gopSNtLHtwN6AN^{ALOdRlkYy7WVh$&@`{LibZs=qg06p(uhoOagM
zh(+TsDXNebSQyB2^Yh@vEkb-hKRF4>K|@CN>@k4dXWBG~VY6t-<ON;oWq#p{a5Qhy
zmY|jR%>|V<bn(E^HFJiTwgI0zz^05M4gJlO9UpHFhvm|Ep4OU80n3Xp!#{sIebh96
zkSRVP0V^tW^^8j)ITCL&qYOV`xM|t8QXTSLB-+Z?mx$uKq(GE}m`cjs-QCgA5srPG
z$~IMz79$rMo2bOaX0M^1o_wk5zVq_IO{!d}b#>oL>Zqx&(B`!B+W{+64Wyi=EZ0?D
znU(MC)K)dlTT?Q|L=S2y^MOHeyr>+1LJU|;fL#N;7Ck->Kj9Lyv$G?O4ST%zA6}A2
zsrZWT&Q{yn?AO5>?~+*}R2)V=e(IE_ox{U2Yib+s*LHnXRczkU;v$$$La;<cM0mKn
zn_E~!!H*D<Clt}z*w~<v2#A1H+RWyrFdN&|)$TBu7wDU=*DU8TY52q(^Ssf2c&A8p
zM5OqXoBqh~E;IAZq1R@@1N_MVGtPQ9QJndcyI;-7XlTR64Gj%!=M&<NzoU9bia%o_
z46rIro;vdAP)^*1JpCj6qg+jn<`GiPSWFYzx1miGIZwVoJ?7zErvX-;WjP5JLm)CV
zq|6`%>JFAmTAQapJi?WSg9BQBzdC*D^^-3Tkfx}N!NXbw={iS!Rq&6Z+cIm9%7m4m
zZcW+osaCF}ZZ`8OzI(^H+tX8Ck7G0<#%xT$TXrOSCi3~fZec1*BrQQ4CdT;)qV@}x
z3VY_BA#x}MHlp-lc<=c5ct({s*$EQohx{{w8xwBMrQX1q5_p=-NWejV0t|_I>-{bG
z>aw$NkPr%>=a-j`V<>7k8aEmmn&_eeLR77vXpO-R^Zr|9=)w66r9}AnP91s^+!`8`
zi88r5mG|sSOzGfRgey}ig@qgIgZc8E`d3U%O${NpJ$hnQm2$?(QXOG98#gx`vCs9M
zEPLip^Dn<J%o+chCXDTWi}5(@HVQT`BAO92f~V~L@)8}*g)dixPy!ns+LKrU8yWTr
z5j-aH<V_&TOiR?u!^QN(#CKveQlS)8F`<zD0?^Ux>r+$91|2#)UbtxL*k?wOB{zBI
z(!CzKXjNM5<6+Bmikucy)mouc%Mjk>EG!H;2<1?^Qi+j}0$9L*TqoR~IXFDjW}@l+
zK<I!Rndd}F%{dHL7r+g}#9*bzC<R&VU4D{82onQ=K&o=Jlr?2vIhoFW+_xN%Xl$?<
zQU<|r?V#ok>RQtMjIqkvLM}^EEfP*&1ji>%NeT?$kS(s4^Z~y~yLVjY)*e^9k(n7x
z>y$U>IJhvUT+i!&uC?Zfqa9sCgI9Y*utrCR78?f#$5mfgqq74Dycs4{>*^ZX3^))D
zn3|qgdwzS!Zdu$ku<zM7E%pifHT&*AdqlLh{-svG`0Z_HNa{Y_ur}b?rdN;p6$epT
z@nCCgEMj1wSomY2>KN}|Sfz?Ah@KIdpR>s_&nnYsDG2(1*(MQ+G^OfbYZ~y@Vwz>n
zmpi0Iffy!cVq!vDQ`h28*!F$|iYP3^BL6)zGur0RB`!|maejMt`g*{<e>k4rdtM<f
zE&WnD_YsQTzcn+NEv)VqNguy)=Faem9T^HYQ3m=lkT?o`XKxR>Ys|dKQbXfzAOfvI
z0$XgY`za)Uh?yuV#o63kO76(H<M?MU{<bY#%qH2giDI>^h##~ZG)3YFI0h);!`3F$
z|J_#7#^&OneKUt1*K1)e@Fu~-L&atlueocRYv$}<7{`HrsZ+-59Wrj{=-@r+Y8x7l
zJ@44*C5CR7J$H+KcI()Dv9K8X_MfXl^(#sQ7HUL)zMxN;6@h&#hg*l^3TYwP40N|h
zDW5ba5qjYQA~3KD4+ZSQkAe{c{j>CNzZdcaR6k#f@nnzh8#nyv>jRJ>ZSJYGoUVnn
zdzjrf9l?FMb)wtVrx3e>)$Dhggf#|%9p6)cL;(a2wCncVLsAqNzL1E+krlWTn=30j
zeCQ{CU!d$`pP%m-zM>qkI4094-e$%)NUtZ?RF~8%NnMIkZ9L!Kw|?<VOr?}jq;<Rx
z`h*rM<_hJ1?e$qzd_w+^NodE&Ydc30Yt=^jyyZvjd=0lJ-ilaf^ce*579SC68xFD-
zO<h?v&J<V=%ax|3rPcm*5?ntqwdTa{?*P1iQ?F;8?Je4Jojkm_>7zkI7AnKTiI?-`
zQ^-e3=R7|OqQf(?uoVBqT>nXjaC=d*`<0L3#t-9g3H{*`xqC{Pwz;_(J5K7&Us!`p
z;v0}sXix*49UCkY4U?|EJSW7)vM!1{XC3@z|4CEs=jSJsj|M21YU{Qe?pah#&rbV)
zf9O|Rk7C)s8}Dez=I<u|^)oBnU;Za0e{3902i@K~UpDyBCSzS&suxT&`L9ozkxm;e
zDeDVZPYGDsS%Xq!9aYMr)m6wd+Qq6=x209vqviHxNrdGG$qP^0iMmdqyG~U}@S2#v
z+6MQ;(2)FgF-#|xjnR_j(7fq%IS}f9yeXDW7tKmEHw>iBB`sF**aZ1K=iKCi{LazI
zp@o1F!ly8L1}o?ef}n8ElT5DPy3@C8xJueR{JDxyc=-6dhCqv{oKf>8I8-8;a!_Y2
z)QsCYr-Izk&W<rfqD-l3xKTz~rd%nQJ%JS?M2Tu8*lEX)_SA4?O(|`(hnvZNH@wRd
zIy`O2%1bQr{qB>tGOV&FDJd(}s~Tomkq20rV++l+TXfDgd@k(16fj)@FIP>J-Nhcs
zkQreOLL31ij>?~?pzRmBLg4^F7=oY`C=1wQoJ;yw%rz_)-y4{L$9uUe`<Kc5kil(D
z09j7wv=gvAYzuemFIf(sMN!{>Borhd60ru2^L~$1;Y{hBct*9mHBRmE8toM`MKLh2
z0w5xW-tr9SMLb`WrbqDff=BH|h7Sy?s@H)g?<dy-6c_=J<Y7jbtHh&1!V6t5R9nTC
zp$Q=2MMS>*m{HIJSdQKZ{HDZagsl>Dgh#Cd;DlX@&`Q)yg@zaYh6rSTok5Sh50ND0
zgkFSb0V_&$PULEs02~;EAj!geh<PZLK#aD|m^(Stgne_MDx=5=97<4yG91vFc}+V9
zZYJsADYCqeC8W!ZcN+?TB6<XgR{>iDfo)F$kbw^s<=I?(d9cY3)C}dg5f?%_@2B3~
z-JN`l5E)Q@A+1iixYmn*nUVfUfn{8N5$qNu(R#D;#r?@&TI4Kjt`yxYvC=OO3Bbjs
z(6sPt^;!@fEk*RPKm~x_&0OUuN(-ome|3K22M~ncoTG_uF`zSxh)@<F(*H}Nk-PUv
z0nX}#bu98*%V6vTw*1*$bdQRLo5NTt4-`;&33c%+tru7M;G8{wgJ9cS9j!*1F_3#H
zJTdHg`kS52+--M;0TUXm>!w7BIB!t#rtDhLgW$#xinbjxBV0Xmy2Be7IKwxG{wWj!
zJ5^cjzD+yEr^Yy6O-<RO#4fLCsp;PPTjUKQdB`tV)^ckWH&=+AWFi+GODsJAMr}({
zjono{)OL_mp*>`Oi46vzXJ+f~R(i}AC>`NQSht&9wxrVy2oX6Xf-p?Dw(U>KN0wuG
zqJL8EJzJ)6T)5LFMa!)#wlTG!-xbVm3=cMmL~01_e?4@zr(>VuNh;39&p`wJY-`|b
z<T;JCJexTp0c7yxxce?@Q}c~5&|&1b17Ak_JW6!=ILNSnf5G9k!)z})Rp42T`6#vQ
zK)kI%6d-&V>k#*hs<+>!ep@jgJUgvMk$4+Ja8FN$x>WbQOu-TTX@l!r!ziY@I-*TV
z0&9d$BmsrsaGk^Ab49v`BU)_8q?J#%zm2<{-nX;GOh&E(a{^Ey_pB~uRK1VMct`O&
zX>dHCQ1fnoe?eHf7xDd(EVpOIVw8D&gq6#`lgj#91GShht>`=J>mh{z5m-~(czNF}
zJwS#X3<ZdjBM%Trj~nQ9{wlkv_I_Y8=5O%+DNd9a0Bs8u8f@v-^Hkc|Z0>R;FPW`5
zk7@LQe*vuhhF|l^VU^c#)TV_!hW}k8V!dU-U2)cbGl4@tn#$G#L<)4?<gU{hp$AmK
zc<+rQ#)ROwam*_e&}%`eL&XVvW5#Ff_HohPRO_qZ=)IX4zaYDf$w2J|^a83Np)a>}
z@3bor#Z+dh7LMiayKGW_Z21APJ{bp;ULG+V{L;5?spvkFp#MG?t;4_&;xQ%V@Ao`*
zCRrzcl^`snlTp*9_ZwB8vl)Q??$A(j+c3=dfHS^!qPw0@y7{Or?B7lNGQD=k&GPDZ
zIvJq{!|9EC28SYg7Pbh7Q&Y|p923mP&)=2wfU~`!I!4O4f1xknQ9feT`{8Uv&3+cP
z8FrtPmLX;NHy70tTitcdB6K$oO|_C1wGbeGVfF>eR!LwwRPzxi47Dw&f2rPoP<dY&
zVJIHqcPBpVG)?D;=ns6eK?<1;r9_;44}myNgFb<b3*`T<a!C+qEvlR5C`TXYMW!A(
z3AAwu=WbJ#OzHcZ$yaCHJHIoG!TY}Ut$PK9p5DvNvLfZV2P?oCWCO5Hjd>94g*+C2
zm+cd}E0w@a8A;C5^|H4ab|4bJfPBA3zdx9@c>8L>l4F&yT3}SKr83`V2XMS0Ll$vs
zcybjQ$-y~pWCHX+Y1lF=P5-VcsFU7hiP*^&+i-W`k`uW71J4gtOkL48<w9Ep$ho#A
zu*TvQSMJ)@B}3-)?F~6n-ec%spca0A0AR=Cz7smQ3%;JMUNG#73=|NAB27!!A)X6p
z!Bxlutp@Fw^ArvZ2l+_X*77Z)c?pAy0m@|Fxhrft0_Dmv%92<aaXSaP2_#1zQ(-EH
z=ygW`+XQ`ARjE&&F#yp$M9-&-A8UomA4bMK=somr!};UDR8NE1{G)RK!>?+85l>~z
z%WCjTZi_1vtw{8eB8zYisyN&ucA}zCXu74}v8*W|#?8#oAQRi;QJ+8e8l`*wBhy7D
zEfLLa0MtobA%y=EFd}Z+wES&&wsnB-B(M=-Ej%60F(V88)otfuYTZ-18yaAM3g{EX
zcEr8h{zR_li26%Jqr$sV$1cl%*wnva-~BUboKLw8F*2l7j;d(IA5s?o*7olzod6g=
z4S`3@ybdc=>-SRNtkTq^z*0hXe<2DQTAPlW&(0M=MPPaeI(oN%88p;vW6`Ut7L+IE
z6(e`Q-6eqtKxbGU|MnH}RV+~|JDS^f9TND8`Tn-l>0+kW7MSOJP_65KxI3SAVesWK
z;7c+9e?Wl0eHTA{J5xv{JjF)px*6qW(8tkNA145gSv6z#Tge2J<r^c7ucsI7`Xx?*
zt(2V(!o|qSFa+#p)U?1h`0ZZ|0BH2PkfI{oN=>hqv()a%%8K_m6+JuSJt9<KG(K@#
zPjqnfW{vN=<MQMCcb@ZYQU}p_f2ggly=RsjsZ_I6)-ClB>&w|Z&*=CWnyt)BXLKQG
zI3r~)((AW@ccRdfg$-B$4pf^cc18BqM6g>Q14KnR|C)|EA4%uIRO)Fa#fDI$)s@WV
zJAe7*P&u1==qIU!sJ7N^y}k5E;eGwLkr)ns2{#K5$vDTgACjA|#b$R7e+|XIzF`%f
zmBeap@Av7W!-_#bT;?j?)mH@%lKEEX9&1u^B5DCD$II-~&Jhj98*0l=ds|s~J|&>?
z+%rrMwqC6qw)*-iwI!cD9_jYnNW=vT126BH)dPOr+6oax1PrslvCYJt90U@7E~`yS
zX*u%IxP%E@oQ7ck_?hRKe<ii$RX`t#<N+ZeY01zn;EN;y0Sz6|g<d~e#pI$0%Z4A<
zD|1K45cU|${S4PT_kLD&(ur6q*<zvl<^7Jduh`J{kc8>@?eMm*4d`RHPVte2E5@%W
zJGO$OG`rPx(SnYM1Jee9cphxM#nq>hT@?ZG2!H_m3MS^2^i;e5f4~MoV27<E?Z+s7
zncP`=9jMp;=1s!0&cT^bIeAI@%V1|w+m=P@y=ZBMkK|$ndRri><D0;=w7~X2n}~X*
zuBan=wD(z<_+{rF^j$K<RpEV~*F#UT`ubZ=*=fur+S3jm(g7K;^nn50!`x*Q4#ic&
zD5A<_l`;!0A}Fe(f4tWJ3$_ni8B~$K)1P24dl|M<R_RqpMEXqMcTy`OzIE^O3+g*t
zyH|bub5v0Hv3~cQF(ms}Z43&!5%Y6*M`14$5*U=B#fuNyh{CWsuf~J;myOrD3;nxj
z90oc$iOcNv>t04!b)6eqLjjc_56IA84{6Y47g1yQ?MPLCf1k|Zy`k@+U_(lMv>IUg
zDbM1nAK~)o=78~QGT2PxO{dWJ2=6K7;BM3Vo~pZ=A~mT%ICttpM!{E*plkikpF-?X
zK;*ZvxTD24?MEp;2SF^KohX`bq*s>%Xcx;(!<>_@e7SO^B!0KEg!b**aoih`5?~rE
zf%D@t#E)_ff1jv$Qek`TwAvFe4-*#`2bi`{VMb+?(ZNkmO&xbKKXJMrb>@wlK0iO3
zrW@h4+7X7cv9gk7PE1XWd1*3SL~<S89)Zq~yI98#ZpMK>PdmS_T=v|_+eFgT=y?xr
z4@88xKZ!*e;bqFh2EL|*$sE!2_r{qJz>TmmkfIHZf86&~hrpSQ|M`=lC(Ej@rnAbk
zbh)0uRa4XRy@~Jvh`|Ip0*^mUmxqlF!%}LoGq@%<BSS>Ivg7LJdKR`>k5=~M)$yp&
z#-a4Y|HqWCR|{_YVJ3$Kfo^^1P<l3VrYD4qj4U8U?lYiLU2f^Fu#g<YIh`lSpnLg_
z`wkhzf6_6LKF32?qxiQ1pqMAnVY5_Qwu?s0=UQ22FPXmnU`k<+Cq<t+_MiTnz&}s@
z?S`ulIk<9j68I){-PdFN;KA?0!7>p#f#t}`&@%RLd3iY+5l{UoC!Jxe6jU^<fd!sa
zgBB49iDEfu-&q@IvaU6jB2Pt7s!9jqEH5jof9<)~8DN!?lKR(WTc59nh!Ou8SjVCQ
z8mu$QNpfJ7R@){_q)e27w$Z1qA;R%ZoP#w?lMFL%$dIQtqcma6lxJQwrnBxVv6}U;
zyAqP=By#L*buwqq+}<{NqHF6-HRGZHs&{cVmGygTd%`0t9aAam7knJ#2fQarlkht4
ze~qkrYznfmH8^Yn1JA+;52WML>~^x6!|w^+6xf+?VxlC(&TY018yPMix3{;WqN4iy
z|LyFJng)}aLDym)(vvO2km0ek;L6k3i3%ZocXoE(1p0*=u?~H!oHF=%&pc<u?D0H@
z;|xn31gj6@`FVAp3kod5u&}Ve3hhT$fBG(X%D_sDP-E5-1_DcescHG=eE59pUR0^X
zD`w163Nr}fTwG*IN?7|Z>v%KG9axo;Bn*cn#<F$11*N&_qq#D?DHyW{+H$R0Qpa(~
zeUXbmUPJ49?MD3W>RP|>yd*OQsl|d51F?B@WX0Iupx0J=(wK;j`MQA=h&&7!f7^F<
z1Od&)7p^PA!ouXKljW(0hlf!H@JL8dgYVd5^!4<R`=kh3_clSh22PT;sdsfveU89p
zcP%t@V`t|^wk+-}^bOL);F)erV90Ng)~{GU27)aJ2V{SQ)i#fA7zn42>#I*Kr>qPI
zevQGw?Xx?B)S^yqU_|<wS``(Af1m(z)mJJ9CCcm_&K7s*O*s*fhuW<+vQkUKKFC<o
ze#`u-Q7cc4g&1bLn)ZohwbjDHqG{RI&@exT6B}{Vs4>(WZ)h}`hW9{$w^`?P<)CNl
z8PNCV&mW-QOG!G%kUU7h^Rl4!BsVu#)Sacq($`mjHCyVBt-NR{*U<2=f7$MGlSM>C
z#B>gCvSK+_RA}vqiHXT|3=v&GAi<w{<m_se_mGgZ@!SH=(w1F=-OMrHk6Esnp^*_8
zlcli~OpzC!pi&<ElH7iy&l#FaZusi;$CHzv7dIlp_-ZWeED>IXSiQBm9d3PGDwUbJ
zzW_o;M`aOUohPn#hd+Pke>9Hu{T4h19_{&h7tO!&naj3|jf?}V6p4{`tHbfcC#R<=
z1!1KCN}3*8%fyZ(c?HuIax6oDzP`S5nJpJXzqq-UGt8i|lcQt(tmQuW7kCe67J{4X
z9-oIY(2*8n*-7Wci&o<e7R}hUBYpiJS3ag>Dle$Uu^pBf9^s6@f7UTZJLWBcv2-nZ
zQ8`djOX!egc&Vym0ozmEPbO~nQL*MdVKz4MF4Le=C;9IzqWkll3LW7hR!LqAowtJr
zX1l^Ep6D|KGZYS#lcf)q!7S1Vc`L0oy2b#&lec04=K$;9zkeCWlQI?1ff3>11TJKp
zrW{&w5_>*;jbC@-e{wkMVV*i?z|pU&N^7iCr{<&h(;|zPp7sm7v9<N_R)0wUw#MIU
zOaZJY2}gvOa94!DZZXt&JJCaj*riJK<HK3CXw@G~{eljTpjjTRS{ih^Ep$Bt&eAUh
zpHt-qcb#00CNUXH3p#6Ql4ZRj?SB@+WoOAynKsPn@wLJse}6W|jv17v=HTm0W@|l_
zG0Q3=a^T9D+{b?yNu=z@zE+!>i)J=?x-R|!{E5Oeml~pH3O1kYNx2_C=w$eEN$~JS
zOxeXE$!e^AlRy15!h?c>G9Or$E}HG@>wA1`pO8TwsJHV02Lww?+V2ecx!KvttXL(=
zmLkR9PCgu&e<`!9Pn|2A>?{+P5G~u!bflYyf-KiZn_`9ja+{If?A-j{{hj}8$)H><
za`;UQz65Bz`49fLchEREzOes~+DJ<iel(oC)wBIfzr5=#MO75$QIAC2N0+4c`^>CY
zrT5IzJp8aBzMzZ7d!STc9jY!mPo(VI7x%LYBaKm2e^N}Ll}DW|o)~S&v&nS%&c}0c
zV958+&>qy@fyg5N&BVmbUABd}#hhC8f}@kH=Mt1>)BL9k0X5C;8+rY!DGq(dtKXyn
zuU87q{KCSds1f)k0LJm>n`vRgZchwk*pU7LBfQtQy54s_F0M4WQdj-yf4|t~7uC7)
z*=a8(e|8J5|J*0~&!+_?#~{F#m6zk2cwB4{6BFm=<&_oLa-Hy?emwcBV(oDvhnPaK
za&nfOcykhf{goIDfz-+1s88k2Lj?Q%>G1w+_3iB~w!yi>_hO^xJFCn{+Nh~KNS+FF
z)^fh_Cmb4yWmeksflZ4JD_)6WC927(tH?9Ke*#~DYNhMr6BxgEJIqfcbJdcg$a58w
zUlNHq6^bnYdM%@-&gSN2ddyw5)hEx>!XE<M+;C(h2_981@kbMXdz!9Fo64vg(iO{#
zXK4e$A%A0I!{^~#Wn#~nH_uD?l`2_QJIzgh+LS%I=x1GBLVP^?P+EGrw3HNWC*!z|
zf1x3_LX#ddNXfgmyPI*m(FkvT34ab>%fZBC_j-RkVw2Qry3KZv`o@4S*WPmgZ`_nU
zwjnMqPJ*HzZ*^nCJoXJt%wpMw{_N~fq+-5|jYS*bwb`#je#aY{o5QRVU%)fDxw(mD
zGhoV;CkS`qy3UOisIIPlKcG>{bA>l^f54_e1HmX&@&~86^3|O1^@|JT8|v%B{FpTV
zBuU;3aD2Hx(_)kgQ0m#^{nDd-(sQ$1q+v;pR}iU0oeY5g#51?n={EkskvvL;i2#U_
z_{EAmbs~)otldwo+~+6(nKE5|W;P`q`ZF~(H9xNodM7x2Dx35nIN(Iy^^<AWe<`F!
zqOcbnV1*X-e0^jyIXzye2H@c0($LU=r_8(wyrBI2{NTTy!m0|2H98kOEY_EE93=X~
z^VX+NH4mdS`M-_X42;0xT8mLGiIaolhAVsx^-Jc1a|h9+&$8_|jfJZ#ry(s)0u7B8
zJ!WB_dqzCuzs?;>!f(yx<<ctHe>x+I3JOfj%wvr?GF09^KAM`E9`5d7vndA!lg(SV
z+}*iJs;E}ZU-W*Q=YLvSTm)N1ex-VJd(!CM$OwGtZgkP>El5dCO>JI<5y$6pE9j(i
z_(`#RYS}vs=g2m<d*Nr;1vV%0e%q%1$=TUw;#n?eLx@x`f%Mgc6k$&9e+u{jQpuWr
zw*RrezYm7*0oKN4TPn;#&d6BVH1ZAbV?;@;B-bT}wj?u!<9H?b*eB|QrBO!R%1LBn
zG~Y=GCrm(aadU4{L$)9?g&WOa@~6sS2<+WFSxo26Mw)3er;isG7tdO{T3H>fwAe5(
zFl3eehbzVm7STqx=)_$If9c@r@Hs?OATbTA;p(7P^<Y_g?Pg<KxO>f7pAtvqDCG%^
z?mGv3ytS2CHLuF*rZ-z8%9R4px#l*YO=7?Qkf!b@Ga|Fg?5yo-Zk7;^Iss!Z81v_y
z!3>!?8I4pZR;u{7Bw=~8oKUQ+9iv6US~J)uHR}vM3sXhd{z*2}f6;lq9%oVUnCg9h
zJ^_c0@`dEu6ZN>HyXEC&d1}z+W^Y#)KNlD5cRRZ{l1Rbq$syy0d&idb?}DgMIxN;Y
z<=cKVhjU?RQ-|wfU#t1eB0P3=OFX)`o%%g0SsrJDYCR7!vrb(|q?@f2rnAagzAV_=
z+FE9{c61<s*=1vme<DQ6xY-zD{Hytjh(f_2Ypi=Ol|A^o;^V<an-|QTKdmG$FRuh9
zRaPG*D~Oq8PyKMDoD*}C31<`W2?I{322m8DonO0{8Ij7O<Y3AWhJ&cq<x8b-ag-Se
z!ZA>%G2s$-``pk7n(Q*D<vy#^SE$#wMJONs9r<{VFivE1e}8*s1c+YpVQ)eH@qpQg
zv>RwO(ynJbJtP0v6ulp3LD_Za=OrFK5ykF-lZ7O0F(bzgrV_<AS_RC2n)q3_mcpsL
z_UG|56YYvsuL%DB_B!$taop~#7vvH}m#J0{8Zur*hyL#9=;6`kcl8L+Sn&Bl)fO)+
zwkcGlp>%Eif2kHp#g}%R`}k)ey86P)*KY?QF8b>9by0R%Tir>}{p%5DeXTvl+Bn!j
z9!$}W`t8hA2=P$JXu`gamqT%ccF{EO${M$KXJ19fgEg*V)zkS3?yVte16IRntK3Rd
zz;79S2N=1LuCCVGI&39DYlj!fByI8Jfubqov2rv6f02fR%)EfK(Q7qFhQqw91-pQd
zkg6)K*dCZGQ~bi2JaooS%FI6G)X~b=p<;(;FoE?|Vj4!;^V{Rfky_&9$jD@;DOWrZ
zVi09V`060^C^90{JFAl59zlnhoF$I96YpcHo_1yhbAdoKA|K1c{qgj(81Rr6oDl|#
z;GkMje`LiBNjXs(PeC+c`DC^WvsxM$Y4?|mXage52Tw(1MyAlUNTMS7L(+;>o7a@Q
z+Bj}s7tF5l=Qs*zAwxoRb#>2T;M&Fd8tZ%FR1v@rX;)E2vsbMN*b>dKO9l=Lzh|JW
zKn?qne7v8K%eEi}&WpDeZc*?%ZY+gL2$~Ype~=;k2n}~ufesHJLOUyNA<H|Ndz6I+
z-SSZ&2;$SHMa<O3=%Bp4!9igW{o%U5SFR~iy_%3nbqc(grv^;<+{)MziijjZOK!Qu
zax3X~hJv)FouJ#3s2m@ux}4h6OFC~&VV0N{;A~b!@)0${iVE7&1L3eMlAu*?Z!nxT
ze?lrF$3>at!is3&gUR6Gyzz+`1-<8io~<aL(-S0V3KB$+VRVmj<kpJ_7f(D95ydx9
z=!=mS9$w!Jx-H>$J+2QFRHOtt;?q+kPaTqIK_4dS=b_Lhx6kMo?ivJ_lWj~f7FiYQ
zw~0UOkfI?KZhos_OHf2g1X|w#)`;M0e_viZBEGM#jvQR&Th3>{F^!8)$v{(5&Tw*g
z^vV79(#M5tBf*fC%~~U$-^Bn#OXeW*(tVe3(gMN4Vvk?*VM5dHfX(>yoJ2kh5Lm9%
zgGY-~ScN{gb!n0B1q)3k3m<mBaOsYaifGVt4U?C!)L2jz1Td3X3%pxSGu=hVf7&fj
z?yLOKq<W>UUIS~&JCRIl{jyNK6sUwvF5CD@-jFt)$Dvsr1OytfsUL8tFnxEJ&NlaD
zgV81_hl^GdRe_!_5B8Rm$)q`o{;Ea$-PgC<?`ou&XgE713UxRHjy;feF<q{nQHgh<
zio3>X(s5#MZN4Nw{aHmu{BF;CfAf<J<vaAcn+k0KkY**#laqW#JVaprvk|SCbP>EP
zeX0SMBY!;2fl;m}Qm}W?l-E;ZAS<R=pWF5yxQ)Yfl=1{Yiukp8E=d8pwcc=a=*S|o
zIAwjH^5rnXF&CA6(vKu%Ku)?#;zM8hz#~T3uw7wbVj|Q=+Td;sSpc)Ef8H1EaN2Lx
znuo*+o@-Z+%AOU@`y=ewFaRDF3oB(5Lr2b;7~FQ}eYw@0&m@Auj6UbXpfw#7K|yqA
zXh;JqGLZn6uwOR^8x($ig8kx2J}Ch$)X^kujN)kxEiD?ftbo`Cb^2{XF137#`6fdc
zK%Ou+p3M!`m{&OxP;F77fBORXf_kS`5+y;As|cc={`Cve?hemwNBAh{qf~WepxorA
z`sDQZiJBF4a-qAYhkAq@FTcYXmGwS{>H*vqubVUGJF5d|QRg{S%qQvc3@J(KVy$Dq
zFe&Q@5i*tJX`wV(oH)WOyLB-v?f;{zUq*E-As_Eo9gfIJ5<nPWf3&q-&CAaIN`*OS
zeD!kC+v|1n7uV2NlynAkbj!Wzn=C`MbM^S2#^P%$D=T|@dn+qCJVbf9xqkeO+i_y!
zFOH;J!ITy^KFE7Nt~}RRkvpx8@n98rQmmCR7Rs~sdTynb+&YtF+lUTnQj=)ZUS7Gr
z4iJAjP7D`47b!<5e=jS;GjR>ufhIi~@y^ZfIjs*XJDnWdjXq%F`V&!23g}sK%S};e
zEou@5v$&;N{hOr+j_b4z8vq&TiccNl&gUDz-NVDe+*}d8v9yGdB*6u)K&d=soXd5n
z=j8G;?Eq`7VXxxFTb?}S`)-1;@^n3zVuJ}zh10MT?QSuJf9f#!v8JZtX`?%9l@t~8
zZ2Q_EnBFnE_q%wQa_M#p4VlxyOkVW9BjDqG$uQsyE~;E9-~V=28UQ98vURT;*t15y
zMQKkTt0K~Kb4RzOU(=Zlf%0wq9a8PWF6EzR__mGLSF`cr`PrYCFD_<}!%YxOY&|@<
zabji*kv{t2f94n>l3_tAbm<YzBr${SbnKb2yF6E(IjDBe4G}uKXKNiU5k3k6B!=4B
zPsi1DigX)b<H=L?804S+e}sq|_{MF(LWkdfzx+JU|D*wuo`RCDCV{_6@!AGzhhqvS
zkJR^RJ50Gx7&cn2=AuUZS=w%?gA=_YT&f?Et#;g^e;h~*995yXtwoF?ykjtI%9?jk
zaSgFaDIs<G2~MV6G15YOY>sxpC~S9>rt1keep4@R2DO|7D4pGx`nLe@nEu;m{E(wN
z4p`8Mh2HfMidXO7oYmGzJbt^bBUirU(TVA4mnoH8HtN#bCto-?xHPlnR;JJ&sw=HM
z4GnDne{vdI?S_pTmY20tJ__)AA{d}*N)y;J41|kOY!X$?+3_8NJq3XE^*_ctBshia
zKPNk&p}sq4=l`rV`*=#|#g2)n^=WU@M1&5H8fipc5+ovRYi--qN@EkU-*;vvIX}md
z%H(}5udZUnNcFFVb<kg3chhfcd;?|ovb^E{f0U7v1rLBf-b5S6B$h4QX333d{MTyo
z(8a$Z`NOyJptaT2?7X}*RanR%xl&d7vn6Y@p^VJ{E!tC{kLIIsv@9KpNrn0f8f;yv
z+)JVIcNdo)^_4nxdU5du%{u?8r4!Hgwl<fO#ml&peDkKtY;Ni51u<IeiiNQS>webo
ze~lgn_3GaDv$|IFUz`dQRqFIwX0iR8lfFU@c(5ivXD!=nZSY`+yiOlkcn@rwe9#qC
z<rpo5@^QuXZoC++h4Rx?*@r^W+dmh{l?KO{vRmN|jg5`X&tqdaO(}rnsgw7e@xz>6
zlSWOM(>WB>H1u?Jks=1JJOzkQ`Qz1?f75ln`=cfgZZhRzYjUj~W;*?6Su8mO8S&CG
zvn2EwN#0*?>b4L|Ro$$Qr5Zdv&$3h)NrJgk#xE!^hVVdNF%!-3B|?*yYVlWB9lk9!
zf((7#AI>kEET;ed{Tm5SY}T~=^yD?{<nHbczTp^L-`Hw*(zaK*spq_6Lx~qjf14;H
zLay!;i4++<Ix0KZUzi)Lhi_7Qf~i7_{fp_i=y_;p==HT5h%lWesH>wBEmiz*zV4#m
z_O1Hq?OmrPoQrr^l>ZQ>g^xU0(c{9mqV}Z6wW`H+!-f%u|LD^}j!P|K1(I@mBU5M8
zP{ht)4DQRz%kj6~p;f8khQ`KVe_gjA<0@8W<@Qn-0hLeuL{dmApbgoK++2lnkgA*`
z?`K}%+x;q7@%NdB^g*}KVsy5(;le{30DY~r7yoTlgOxSE$2slXLKnIiBQtX=arp2m
ziL)X(bOyAEt%U`gyo`bfP16R(JugCd%p4qZ$C^#CiyU2BYiog#7>)Y#e}TuQpT%mc
zRaOG2aI2l}(GOb6Qau9$FfN2;)n$};kK@Hi6@xXQoFe^a5GyimTPH>IW=#zfh*N2f
zHDPDI%j13clu^*&dccch3VztBqLP7O;na6#e_idk^m#w$M6J<I_X#x~N65~D><Fxb
zl8^6Ay`Qln?_Bxx>y}cvf7S*`de{nj{H3yw294QR!!0=xF?Vvr`y&8UMV<ojx>H_!
zxkEMdETJNwhMkCpMH_Hni#O>HNc~M3GUhaA=NrP5ehm^Swksip{d#?UZEz4g#4<$|
z1lmd4HRCK8ma4KTVBt>Z3tPmB=KuNgXXZ_NUY(`jH|=KHzvd8Sf1o2%c6`(b1rR5)
ziLEX2bA+{Uu3|!byimaV+QChKY^T>vnfDYg8f-}X?)=FeIAGZ7Qzs)pL(;@`Yc6`%
zjeA6L-RB|pSL&|Yl!2l)FA^ju{xGk$E-fuxZ1yTCT=&g1EuT(I#9mJp?8{R_2_s6t
zo7lSDrPl#FQIxtie~@(IrHa3P{aQsC3adyEkiDKPZH!!9y=>g@eKp_xaH2yCdCx$2
zSD?&e%DOo|PbtAAZ_+#rJxU^Y%CAZ=GjB?zG^Nh47Zxsl&^YI&IBXQe?~QXC+M<`T
zdq~R+c376hRHAfMgI<3@BGlbfcJWjiO<Bj!jj1I<D+C4Ee@*m>5s~V9&??vz))>8D
z7lI5Tw_ZtJXS3+h*ft5eEs2VXDu#G>;Tbq9kJ!S(*`S2mrVR54+!=7>JimH-*cA4<
zE}69~QLU6Jz5<)KI(?Y&;~jiR4vc;Vi7_YBE+}HdGX8y`T9c{2AT2NvRp2%rz2@h?
z%ac*zL0>jXf5O<))6>J_;iL{6wkd<5VDcm7O6M*w>-`I7Fp*W=rh`ck!%YNz#o)<*
zpRKl?+;yTC#dO3C8<Ra`B}KcuPjYV_CdEbKnf#C`Ve`(Y$+;OE9MocLZEuHPP07NL
z6`-1Qi}QutqqViSrw`HK8pslUy&MRELsRdTjH{2ke`q#AodY=VXgrzlO6$7MNj9Se
zlEcuaySVT^OyyqbO)=r1)#(+sIgGEa)&(&1j+dYj#DN1*WbdoNZ2K{;7-B=dJjq&*
z&+ZYZy#KqSon4JV-2j|MrF#9w=-w(Jw-ERP!0}m2fCwLdW5fR@|AQLE#L}`NOEJA_
zfgr1ef6>Itt4W>Db^Vt`e%$NH<_BSe(CGe}bxXKyfype)ig@%aKH-&RPNY!#+dW9v
zU?V4o2m!WEQ9hR3Dmn5;^m39!SdyW?*Ud0#aZF5%TpM%*5p;f60#|cecQ^7yjdAK_
zTX0QgS*7uyV>w?u7CdxG3cYu1v$R_^zn2P6f1*qu;t>^2jVfd6t`<B7GOQB8$LGx+
z#r?eL1M$EqryLooA}$vT3kxG7(T8UGaRrR*lg>mL=yT1_OqEtKBjz|nUnYBTkbX2%
z34Wo1mP*XPjgkNxGNB<-_egAmch7kz^WPy}7Hq^Ht;NN~*3jO-(pu(4>o0WsJw6Zf
zf5!b6m|zoVz{7+y<4CFg>Jpl%w<NiP)^ibc{qh#upiH~R_MRtg!Gcr%^;UB^dtTtX
zmOicCv-q-n$9#=Z<-RW_#uRv{U_@cE>Ydl4GqpLYbL2GT=vv{&bYEP5`O{hrLu~e$
zyb1>%n&$u>lsay9d46<cb!nNJ6dFm2f1LlFwF0tQhE0t6{}lHg@Nji&`!FI=qX!XX
zltc+*hA~DDhUmRV?<0CIL85oj6E%n)MDIjTq6I-j^dLIX3BE0n=RD{A|Ic~8_x+yl
zynerA&E9LRYhQb<d)@bS4|^}cmC;p~i|_{|!fXxAI}zCm_V2EW-|8=TwI(c)f3hre
z@jPPJAR|78A@U=>!@V`hY-I*9Fc$3`JVq+N9e)&KfP`oGz1odVJ5z2iBrH=!KuP(i
z7;sbRXHVK*E@V&>+C4m&Z4W-Sxp;VIeB1qzudhggOe<apUM+O*yB>F=2zH+Ajj^VW
zM7bOW^_8_<V2C}AbH=_itFP<*e}$Wa%e(gs5BvR+F|I7>=dq;uka>JFcsF>`CaG6b
z`63+@)8jxb)Qb1+fqQxVarjtm(||4Bx(i<YeSF&^Znz@}SQ6sAfaaF9>iS-X=yu0D
zB$M31*Y^h%ySuuKllXz5FS_sXEp-|@05iQnwVa6V`Q&=!Xg&(6Gz><?e+eu#)d}&Z
zE(HzaT>F8CQ{{Ny4F~I53fj2=Lk#83n?U08o{+Q3Zp-<g!DiyP#_zo|QXtjITHx4^
z5Mwbvn0s#ib5n`Htm5faN^-5E_^l>WSup{hvJ$IdG}fHyO~OF2Px=Yq#{ptriP<cO
zr5+j^V-TQEe$s5XpDwuQf1Ij{4dv$c57#M{L^?S+AyDJiiOF3J150r#qgGYU{E@zd
zFMNsl`S}ZFfLVbQ`uks@@3`0{l23Q6lOE~EM2<Z&zg-(YRL=fN_D<Y3RoTJf*{l{G
zYUOsL+{|@uZtm69)wsAg8T_Y9zD@{c_krg2$yH_j_VK}~$ccAUf8Le-<s#L03#Kn*
zp$VkPr_0duG~&1L^uY?oZB+Q%fAa!`^ZqB)x}Nndb#mdzlxv&?anf<4h^l!S42~h&
z6|Pxk66JE0Lt+wQwfA`JI<)!jGl2=NfgQLw+ZF6{S2?o$q#n>GV_PC6IBvY08`7dz
zdB7i<))#dBp@G?)fBU3$m>rk&B+7r@`!K$t;;5`!fiyLClb&k2&S^u)ssFUU&TXTw
zTJDZGFQ<&p3c)MR>W>q>pH%F)O=O$;B2sjPChnFtmeV>mG&J<|^zbbqO)0yMc9wh(
zXR$6`wl;CoB<n{<D5-5tLraT6>`NpAy|fCtO+g{<yB<56e~I@xaOh9K^wa9XLL`%P
zEPGF?Q$HU#C@6@Eib{z~Kwx#-Jw$2@&>>B!w5Hk`>Ng0(NLr?+r>6QT+Xtqmrbb6c
zl~~j?H7#tVVwnVQ_c)@jOn&_s+wO_%;G@{o8iwsm+|FulZUz$Rl)lBCBTAF{l5D?{
zRhH0BW80dPe-I|=Az0t6J$BjCH+*!ow6?ak<kf+vd`o3ouX1v(CSL5f>gQOY&RS&T
zi?N#NbZb~+<25aAV5$Q1l3<KfZ*Q-fhK6JR{rmTO-oGaa#Wd-)tzjm?ksnsFad!T=
z?0n6?H7pEQSw5Dj>(hr1Psdhy@Wn&?3?d>TYIVV|e@xV8AcF<4{9Jr}ec8#yW$f2J
zK^bJ2NGxNVXbFN9GlZ`fm4s0DzN7T7ASPb=vbxu%=`C!4piVTq31*g#ZJ(vQb&J&8
zp<yz0=lS!S(y=d6n4}FE8HQZEjf|dzbai)cOM!?UCykDb=+)Ybs;f&Vx6Rr=c#tx&
z9@RZhe{{E}ywAKnuw=EkxR{29#{K@?to#DAb=%YjLj8P{SF>-%zbIs*f|I&ID6LT_
z;;&%i(2`Yx;44PrWNn4w;^OWdOFMyLna=#zmE9k??kATRi1UK=k{fpV^#t4!`}+0U
zr$ce{#v(V*`1X1?H^910ZLec~#9ZaeUuf9Oe^u~?dY-JS7kpeJ!La8~GYk(5yoxW?
z4tb$&XIDDBjI08br6U8?&6`ks@!`ty@^U;1u=~a1kM|`dL-I>YFE*H@d$c8rLKXBZ
zP~E!KW6A|6u8>~LAgk^unv}G(J<q26>N#C>t)e}6m(10gSOHd2Ms)uVv-Zz|pARhg
ze=jphhjkh+EG%GeBbg-0<{F-cDhJccglAKbC>dE5#)nv0EpC$*U=U|2AgK4<1@j|f
z*^Pwm8$Kqp$5{e|XJm9VcNbu%lqRI4q?LzOx1}8$Cd=6cs0q~7GYOXj(-gS7kc2Wa
zGL$CR9Lc$%;I4TGXSLXu$;lqy;KIWFe|)7yMZ>V`8$cFpKZAzUhAv0uB{I<800lc4
z&%Uv4UwF=JB8PZsFZMEI%c$#Fq5kr>!>Z{`J6qd33?2Tr$Ftdc81h31LPiJ48$Zw5
z;|G;!Y#vL<_HfQSG*yq5>70-8zFMmM>Y2jt);~VXEy(M}5eFqFU%aY1&%pqPe{|`B
zDNN*sE7jN}kU>VEGO~A>Oww=ZJCkFLC;=4!<a$pq+36xBueWOrVJ<x~HSJ)>7501M
zPp%n$T_QPtlBH-dee=n9z;Md_7tb088Ct?S`phf%s0m`^hK&UcBY@!nGMExdwx<m^
zDxILs)zyb~b`-q@EV%q=sQeb4f2HD*s>kp7mWbq$--I^&3_s{gOXIX%0W#7X5;tjS
zB|ni7V|Yh)&l?B&LE%C|96elq=%2;10FQ9UF!L3ja$O`iIJn}QB)RI!9R2a57=NAD
z@urK{pv~f$N^A*YY;iI<NSzQoIV&TTe!gdtME;P#>CNdTFJ3nBv+to?f5fxe+i#n_
zPmmoL9L1yO83z&Q;dljVxSJ>-wr-VA+6JR1L3r}18FB4s76WfWQTGBjTQXA8n)Fqj
zik=_SU*93ri6DBG`z)KdqiqqK^swq|sh`in+&m-%y14BQOuJa-(~{M1bmke)K0EdU
z5`!-VCm1mAfhE!i+}MDvf8^w&hK<7QlT)N=#W>Pc3>lVX`20!%{&$ytzC?>R_uf`i
zuvaP>^=mUlSzMK%8nq+ynVP1AgxrvrP0iqUdB5z8YcK}mNK>$IJI$aDMC5sR>U@1m
zGkSGBdC4cpNKQe)XKzFkAm-@E759!ZXmEO35jnF8WJj+o=D~hEf9WLQA`xYP+t|^=
zq}TDj_LS2x?;}Q=F@uC;JxHsvxcE8+=zvh<2N8~ugoFejgGwZV3JR?N?~#krDv_)e
ze{Y-KUqXDVBX!*5-LXV6b#G`YDR!V(>drmT)|A(#Lw|Qy*N2Ld5^%o<3)%bf(Tt{p
zRSJon*ZPTWx|L6ae+gHOcnGfP8t2b_jCAC(V2B~=)z;7mD!Be#Qq(QO=NP4@HyQRL
z^w`gQ-BmziCYn~rbF=ASXzslZLku=11~>_?msR7??y;&VJL7XXaNTPa5uhl|(DRcx
z(ohO<3X}M@2H`Aw<$m|XpBFPwNp_IrougJ&`k}tGgd9^(e;E(`=ib_PBRz~c8*6JF
z_2F-9Y9<$*`HN+h)b~0m49LbptYuAU1>HZ?-(#3db#r!p<vLdA8BzA`-Mie}J92oh
zH6mY4TixduSg)#D^s{R|GGFRXyZGA!pTa__@Xqf<Qb^>Jd!QaY+5XU@RgRi3<=(bY
z80g0MceMd|f285n%IDxSVrnI!yuUH|Ku=G;Q058Rjrt`{0rrA}791_J+f`K#(kmMq
zce1{JcPv_WcJ)zFb~yUJaJy5$bqyquSq<;fLQq$;^>MKmP(*j%G<j$0=;=w-ke%+i
z!pcx?CDe7cGatR2Cg8UAiT?c$A73UCdIoj%D^DJ?fA?S!P`{n`*7naS8=IO^K&q>&
zThbQ2MSlG7!LT5vzhCua-+TLLDVUHB-a}18Q=Fgw_@ODC*i}YCE9pCNM^Ro3S?THA
z4X)Sm@ddxXW$dvV{rHiLVVLVxmymX1QDNbC@`0lTyO!$-@$pGXvav88p4%Jwg}6()
znp!HGfAi5IV5J`q>}U==2hs$_K7RbV?Y_S@&bYx6rea`V@ItHSZLvOt^5X0Inbf0q
z8_RrFlokW&-p9*%dSFcx6O$+2x>p>dn-UYrb-ym97V>ZHjd=$-eEX1jyFPRv>S(VL
z^tC$OL-OH`)brKTgLBV4D_Pkd8n-WHS(7>se;$Mzug%^S)9*jpq|iU?Nx0kB*GDM0
z^~Q0s!?~=v*~icjlrgn<UG@pO^mB<NIl-OYj1mKpPamBDe0I`lu~Y_MEtP@e!oz7o
zIv+Qy!tKHP8NO#nYdp85!;lPz%?&=U$tV{W7hfSP&f5vk`AF(c%DNp_B$4IpcJ~Zl
zf13(DwSX^u{ZSQ6dmP-e7tA~Lni6d$b&=g!=xKM!%aK=Zb5&zLUIRj!n=R*Yam>Y7
zyb{U`F>gJKEO?f5V|32;`vokfyvNEOjtMOFt7~d5O}Kh{dqXID4+<I$rJFW3Y<nL+
zX1pJjy15*4hgr79PQ-ChZeb<G&oQgKfBZX;h+A7*KiX==!XuBpn)vadl~tQ?^1hJQ
zzErHmM72oskME`Fj~qF!7ZvhDp$=ciEqu?1WLGRQ_8O0^#@ob#uq`Y@Ske^c>nkfS
zUX~P6V!`FfrtZC3JU={KGxkxp&Zp`9!f_-jR{e$NC!yEA=VzhabXb$#H=})zfA%M8
zZ-pWgoo2!URaI4ukNvG@7ovqfpLdXIr1Ma0=&`3hd-k?0H+766G@ODH%o-}0t*56a
z`<_$3v9{5^D!JzYpT~DoP0g{`wvv*Pg}}R`uzAT66^hxYP-BAtgZZUoV@<or+IJMQ
zPWcC4oCb)A{p>(QO6pa4dEGy*f07EQy><3OP~y)a36`kGGL=HeH7Coq`sMD)JFo<k
z*BIV=Whucv5X!$OsVPDJ`JE|OcQl>ioj8Ag|3OQ#+dyF`7|$H{&Jq@ukxv>axxH6g
zQ=_?c>%D}$T2Ow4#en&yxU1>8ig#QF{pYO2z6k0Q9gHWBOI8)~NCm#Hf4epm7Jm9%
zZhBJvsZa6TmpY!DH-eOy?b*R`cJibx;WdB#QVKyM%Aild3P{%m8k^_0Zv{P>FIaSn
z>?s@UuWM!G4&J-hz37X<v<BKY4HG)8bU&oH(}}{<`H_e5T7-DExE(atfpw;g{;HL)
z`<xj<#{^07>`Z?Z!eKT3e-Fvdu?Oe=t>NcemYpk2|Mrv!@*jDeQ@8aY=>rN8&Yc@K
zLqaJ|5+23CjPAW3j+MMdA&kG?mVoD0(ouZ=`26vM^Q)SEWC4ERN?)EyWQ8bErUraY
z4op%I(^pE@6-XpW=&;*1AsDNC_Y#%zxjDV_socgFuMMH4^c{hve=qOoM10R)#>vKH
zo6p!UJ9~CNSIBcq{q^B+_l*0{;^K{XytZFHJ#4vk>sI<w-@t%C6k`C0fj&TmjU@EZ
z(f8Zr;o6C}bJS$C6V;0~R13(6fe-BDHWQL3G3L8?rw(B{QP4DnO@wL)Dn_M^iAcFg
zKO;T8n!QMkO<qwkfBOj$hE0eRYhYKk&3wf?;=zLlkXvM0c)Pjr{Jv+8Y9{u)MUr~>
zqOO>jOt}8sNGf=?%;tei=zgLZam<p(Yq=a1K+&L&`TPieM$UR$vQx9C91e&7{LL2`
zrTC)Z5_Pk;z{yg^xl3vbX=whY@6PGI$hr0T-k4gMR%&u`e{x0!mXk~Y;3wtoaJv`Z
zf8n6j-}1m9?p(m@Q}&unUeqjN7+o>Cuj^@_r%sS?ttJ-`H0>WxHu;?DU~g~DinHGC
z9r*s8Yoi4ijg^riSy|aqgBIH=og_|!F2!g%5q$%L8k>`i$p#?BFV=YI;c>Ip`W)8W
zgrx~hFMFm?e~ZG2reyD#3p^0yOzI(yi7y|t1cB~dsqD63%`u`}cBX3n<T9znE{PNi
zv8v)15!tM_1t-O+jIQq0)$vUQcv`nMDbEaVKX1pg#c^x7yDsl}qWN0S3wz!5t3$i!
zO-{mS^ax|^(V?MOn~CO4aRlfEHO(t@R|m{bjF>bBfA^?9;5E1F8G(ArofAZtP7kO3
zcY_St7|R$MR6=$`EFB!SKUY0OV&3Fx{CIGMi98fpKMCH%)B|amd@(`=Z={|Mw@f&y
zJZ5@5<f($3z9p3pql%<W$(5zlCXeza8he^c7AeU{70K{yXcq65%8+$wyh`-T<Mluy
zrE9}tf1(PkDSgHU%WN0>6l*0W$mFp1Siz`XmGwR+VxWy)a;!5hv!uL6+-VHmQez==
zFJ<`Do^{w9eYb)(6uG;r#!l{}N3l8)eNI}EI{QrZVprz*ZTF%Pu`k*MYFy9d3e?)F
zCe~$G9~5geOa>_e{*I_2KGrTd_h@ar!W#Ynf1EVGU5iTYG#)%S1+w>?S88mNwiL$f
zNj*RjYgeW713k<zId`>wVqyaM(YEGc6`;<(b^oB3u@l@d+F}uxCiJ2qfyk>GOu9Bq
zT2&Q}u#HabG$I+EjL6@KYwWGkvGMY{)xwqodV*w7W+BVX&9$o1sTjAenRu;|iz<2b
zf65Ts6003&k?FbIoc5!Q?jJ3}#%Moo_hqWi4D+FKm@5o56I6gjF>XD&)9B0}Srk<q
zf<1%h0qu6!jVE*K)aE7!ZE(xoXFh#K7(F_?T)A2=NXyQ%_*5a!t1Zx~N(Q;-Ia$4~
z#&&h5I37p`XL`$D_4Uag)?346kw7}|f0{H6Ms=MY)9qHIq~2Jk=HinO$^}UV|6Kbv
z8gYabJ;O|bH5@Nfv;ia@_2qRH!q8u(u4H1_`BTdQrpqhC7%8T>clMw*4nB>qWyWRC
zHc!$Nf@`*)NZ?~Bm_XoOQf=Ji^9y;P+x<ZS^bab=dzW_b*;()91&YyU3}_aOe^|mk
zTf;*wU0vaTGdcTl^ZJMOBF$2B3yT=kG*2osM=>0<hz;eiH-q3%Qo_;Z)!A-nDbQoS
zsoXrVgbN7V4fyos%g4GHmHz&I5@i?_5B~gU@dFC5E|HjX!{ou{w11BjQ&xQ2yvloE
ztpw<Zg#b&_@9x0PYw|r$Z^(H|e-&!HWj{zU+MD<x0b%3L-K+c+RaKp=jB4?ZrtdrA
zM87^(eu1~vT3eFUZ5&b^K$N~jQ;%AHK4m968--3{i1p(9BdK$n{c2*GPvD(eLf#h-
zeB;r*hQjcJ*n8NLdd98ET@|8jSzl`b(-V_Ej|eh)bKK;yvj|w<wtK2Ff5}if;8v{<
z*b;DMQjhUH+$CunVS+bZBZR)J%AzQP2nZb_j2#`nyX|_-E3eu2;`m41C9W%3tp^id
zypAzeW$x~nT<z^4+}h=Oa4dmk7azfxi`hNv=eq`b#11ah7A7YC-5d!rSDu|0)3l$l
zGNlGm6TQYD-~UP_H~ebEf6AgiRdf_>kePO{^sRBKfE$7GD-|m<vxS|dfm{>==$hOD
z_5DnxXV0F^Tz_Q&9UUE&8}49?a5>qgV-WIgSf!-;6o&Cp^2xaoQJ&upv8Bnx{!GLq
zy>hMN#!73j$JaORU$D})nt0U$v9t2WR`KxgJQp5U9!Cw441tKLf6*hl=RGT1IbwE#
z#?14kEn!3+uS!ZVe4XsDk&oMs2*geRpN_b;MlL8KBvfq2LHsqr!(Vx(b#J?VvSi7F
z><u1G5{9@8YfJ)~M7DC}z|u}pQ4w{4Ax+tAO5Ytyyh#kK?9^<VYAD*+(`D$2gC2!@
zM#u}e&^>)DZT2kme`Oq+a#jxApmO`b0H3}OP=^@jEsXWM#+0+IP}N%0EaLj-mfBkP
zrG6UIL@f+!4$8A^T1+GX{XOE4{Nd#f1Q2<2%f<J1u4>EQNEI>M6Rl>*7+6)FD}kw{
zt6o(H=a8{gL7a8dFi7`2X=nv$qZv^TCtUM}(brN_QzJT!f9rG=6m38h5w!U2_fiYb
z3;n)7;7>D83?O<9O*HGA-$w7Hs|YbFRlM$!9+&Wxp3>Ga8J{ZumbZo`@yCmGP9!Fh
zSXg6$xBcU2CxzDzm&5-vDSEldN71>E;R$A%x~sUHj~$4^Gx?LK%JLuoKnBP#+<yrC
zkYQt8<;YPVe?*Y8l83)DC2@N}93mn(Ag&(KV}AGU-RE-G9K;(YeYWR1dwcQ4p8E6#
zFYyVaMQxtEd|nHzAy-TOkH*=-l`oAbBig*8$Y!{Q5~NZcMINcGPByqz+wf9d*J8~f
ziv=n1=BNp01P@Z(!^%xH8EvNz#v`;aX!7LY;W10je^n`*v=tYp?gr8=nY$k1?7FTJ
zGd+WaxFLSu5<@gJG+vn3myi&5iE$Hue7u)J_U#8CKvfFjQOT!=bipRyw3i*;d*qYg
zo?11tz7^V#({sE9{!;#-mQ=8(A?Eb`(9lriEnbB49M`RrYv5CijyH7FktPVoB(%@s
z==f)3e+3g_nQzJ#(>sd%=AG)*MDInjNWJbEb+{vb)fr>_JI-f4R>9Q3qudu{Q_Ifr
zD!QjL+n%Ni2!h3+6U1lL0=0ORnP-`I!nDLf)Yxw4d}XScM?6O2rzH2?NntSrG3Xc=
z(7idw8K}Y!)FBDQ9Ez@QGFRR3pf$Ws_jJxle;Muh#hxNtvsV-hmN!H(^9p9X&^&Pi
z+ko+Qi~7Q<JD8`K@nNYy^W-QfJ85c5(h}3@2JPmoQn*T?8k^Dh%Xk(@yi5-54g}-+
zz&3X7;kO*Oe6sR`LpcU}{{43y9hj${TSSH{^MJk=esu5N8xd%T$>X4BZ(#CdOltNK
ze=&;P2{N}Max$`C&U{I0HYt<ElHzIXdZQhg{+gsin?qPn7MUPpW@MC^_o4^=+w6K}
z8f;?>)+NXMXfv%jy;fvpyhI>#u^)~lC7y;&9Z4(X3FGEgEgE6TubiPi2Lulb3&*Sk
z6J@d2!3GV2@P5SsQAMQD3sPI1ws|3UfB4xsu`B)~s}R-7kk;)bOv`q9hKxI^tsY$u
zYHW##aV0$y?h_6jr544LV6oNJhnx$cU#YR1-snD`)d+Eg-x_y{+BbC1#b*|>XY&uC
z?$&<r!0YJy!qLuBAQ9m3Gg4DKl!+>xsVxBEGL$2$m@Zi7bIMQdZew%3logZ_f8P6Q
z9`PeereU%xMHI-q0N?iQ-Tq1|8Fuu{-ZRGj_$LIo+iL|G_Pwl?2Tk9`ti#gp&)1Od
z?mkHm%6zlj<bAULKH=`uubtr(%7pWbvr>W+)u+45!$3yI5FA-U{RW>7G1IaC?Ww2f
zvHXW+95?*DXFG`D<=rUm3laQ}e-G#AM0S`>fB!qW5&x0Be&p>)Wyzad{lvm&6z*b+
zwKy18rIR7WVs8@K1*tRKsW5u-Y0FoOp5Eu)%aE%nuXJ9pypN(a?IC@MsZ)Oa86|5@
zl#qrZd8V=d3%b_*2h>M}2F=#rQOv^OZ%axFOIB9A?9x=naMX&_`J1rQe|OQM$k&&v
zxIPa*G^@-TdyiNcUUlD^X;t18;N~8loaD%1Vi?#Vr=S=c8@qAwE<x<pg@Fta!r*ow
z;w0zRl@y^q3vZZBxZa6_;+vf0-18b6YO_=<O&F{@Fk{V$FIQs&^aukNzKN%&r=#N#
z1fL$07?7f6WzdOg9{D&Gf2(A3Z4E%yN@nN3VM&l#aJ<>im@yFCZp83@!I6}dR4l}8
zbLu)Fp%V^248Og4eQIh-iphAQ+K6&XS}a612^=Vv8B9ng?C~9mU6yT-SzmHhyu<SQ
z(T~GJ_jbaPe$|PLxF6$-BC~vih+I-p0Z1iRl!@mWVbrYt1AFRWe{Okh@^B+gbM3_V
zi*LXT^78VccSmg|evL+c`@zfjl2sYj;brF>75Xf>JK3xCL<})fKs;BFVGY<4Boq~S
zF1Nq8heHpOPf1Q@BM)yie4UrqU2XGJi1qfTv?Y(QEUm=A;>0Bn7Gg0V2D`er6c-n(
z7peb{5LbJuV#|s=e~OwH*(tfYEhB@PfD=E@WetGHlLlVAc|6Mf=}9-MK~oSm@raav
zE=mmhjsQp$iMhy-^W*zM&*32=k)JBkk%ow+L{XTWi;K%oR<7V)>$PjwYPpiL>6#gJ
zic3nOA|uz~XQcW~lUi?$%HocP+r`@~1V0;>)iyUrb+%S~e}r+6het+5Wnm6zVLz!J
zv?SZz1vJXVQ>t{%^N5A&F@n{JHvXbA>~HQS#M!brD)5wIHMa6=9hOp+A0A`~dAXh*
zyGST6E-qff!ZInN^mNrr3Q0^%WQf70#<>E%9`tzo1+Rp%yP!bS`IbR{?hyM5=C#M|
zS4ISbr#qQRe?lAFHv9YffGHLySpD`5J5WqFF7%ZVWz@W(%{X`FT>>Vbdv5-?K~^g7
z7Zw%(N0u|Z40yj0nxo8OeN_&s`FOAXAl>j>R4&RhJ#V!hm7J225-8TX(+HRzuRJ#T
zNwv+zMr;!`c8KjVcG)o(>vg@c8)CJ9)Y}03IAaX<e=y$ei&al{@^B=>BUM&2c*^?9
ziWp&dc(}b-SQa9xqP%?0gO+LoeiqcmPmD@Vlwt}B4)z!(!wn>A20|7Si32s3CwH~^
zl`B^gWIC(YPYyOscCCYhj12D!^YMkA88kogIN4tZ=nJ@QP;cDQ_x0>Usa?;q@ha(2
zPGGFfe+VUwK_!cei@!51S7Koa!+@`!-hAD=u1Oq|6aNAIgUE&~GC%H}sqR={<daNJ
zFu1TVEV-f6nSZZn%<|$1U*yX|whVYH$U$0NonSXP7s%<czHMTT)Y3nmn%hRy(kXO4
zJDg=x^LzJBI>6;i(~o`c?#RsV69?!#WJ)8Cf2lq@eC@096j|*m>>RQsy|SWM8rzed
z?Fgn&8woo(@Av)kid?q!%>LeW_3+!%ePKv7)>@jeQgzvk0v()utJ_JNwNSNp6d0M|
zDd&3MsBhu~fD=X7-OhG+84ADRwQg}P9MEA<H29y+b}^5F_Uk+agsWx1bZdk=w;u@w
ze?V!``t}@Y`2njKhRr?-wM3zo_g2S%;do&AK#*2b{RS-JIsMsOQDGqvR4A#bP5Zl`
zXvO)GjHjlA5&bTDPx*bl?WLk_V$FF`ItyoLs`HTHmOZ#a=;tJRC$9G~NG}sJ^lGBn
z>G5hQvSTBDl9SqziG)7uel+dPAmT{Lf6U~*{(e_CH#b)Ri$HY0*R#XzD}H?gU_J5S
zhp1GW;y@ckndeeWfL({at+vq{%Y3!Fw+9^`beXKS8Q96s4SAM}b3<ut&y?$EZ&i~)
zh3x9?dzVSMJB$Hu7aU`xFo*E)Inxy8<*(rw*P%(i)$>SC>N7t%K6bt3+tZTjwTZc6
z_kUhXa7mBy$ko)I_EqkihL^)AmVL{&3fKkreY9x{?mgJ`*a)_}k7RGz$t9%4yVW#l
z|6=5!58J12=#(S<Z(hbDw%aOT@}wV6w&%O4N0YHQ?7Y0@d$F$Rjm<7_^iWYz8Lv-r
zhT09jE328~NLa1!G~OQ0Q=D))93LOQtAAOtHHG_i(t-Me2kgtIPv4f8pMc)5(+*x0
zeMopxdhRGDVvdJ2_~cQRLys~vG<-2GC@(NumN1yVuASJ)#>38((npSa^=s|nIuTac
z&dyF)mSr+|bhoCaW~No^mVT4x4T9jZCSz{@8)jV3H>X=lU%j#?!IvZUr1o97bAR|n
z<Gm}E>^C(h?laZ9?U1MMy}vR}QYaj)q^-XuI9p5-pP^TJCX=J4esvzBz#oyJkXNeL
zAjxw*!%FAaReK87herY4-QATkU`U-u*iAK#$7(Dg`nxWEt}*ujUiNmJ^oO?7ha9P@
zT_S;xXSEYub{6Hy)3uSIlG#!7uYYYL4QyW1`VW`(BymPZL;yoCa!V|1@XZ@E+iqP{
zO@<-NZ@!|5bo@rD<CqFF1Vl0ua%F9zoc*OD;4Z(LC!eJXV;#M0X~~Ed)neavve%X!
z;KIKWdZX2lsJjP^+nKs$rjMB}@Zg}1kxEDC>3RJKRd-oa{@xXTGi}7}jDO^0zaqq;
zUUVO}V%>V$(d&{`PeIz?&K=^T-rnAkBF%!_A{83}PVb|Y^rfTd!BY#G^2FBuK$Z7L
zM;>}(qEtlRYL<FWCj8>>iGQ;B!91@Mbv<&i3Y*@q)v!mtd|gN9rc18H1ibp=;ll~I
z%ofjcImf<&0@j}LTI8tD=zsR^vTC8j97mG-rk`xo{Ne2_jv2AD$H%(0j8w+>spGbk
z*Yfhv5VYIVXvXGtcAJUqk!ox_{QU3nK?ySQa&q?9@Uf0LTB^Ftm2735=o!9U^V$i`
zt#0z)oLo^PJQ6`x9?h98+4*w%Y7ywxKBi8Jy45~yvBZDAKNfXM{C^CSqHv*BEj;I*
zq9Vw-?0bvY7H13QM<Nxi4>yP%%->Fp^WH}YO^3KCpj$0cC*}I^5k>`7lJ}cuWMtge
z?*Rq~5T!NN<p`XZ6!9l!WjE-4<lR<c2p~GMrYt<oMdzU)C;zniz2y~ai#J`PW8IH^
zq0=(~WsrUI!|rX~v454*SDbuD@q7%%(IjhxcFl(ab-w3C8?Onjk9cR6D}T|~((gOs
zoL$`?=nh@<<Rhf9@ERCj`6+AC_3vg2HEBqCc@{^ApfwTmE&cs_N^<{4z6Bq!n;4}z
zmvMYSVlP3gO(RiYoDeR+q_9G+)42YW4;y1QS(XrQ=z;5}%zwPID_319!>F+o9}k*1
zk*K(fm2*HWw7x0cVw8DTt<(1w@Ail~bw{rB-NIC<uLKz@Pby3X6;kO`cAtnojgH>j
zUT!)#-9GX`Wy~W!Hf@P)Qn=TDyIvYMcuSu-o3~LxGKsLX^wdUOJ(MLzYOP97Z!ElX
z?&rG!Vws3zn17^$j1EuF_V)IaSeSaaOnM>s+KEney6ohP4BCk|Bt+fZS8!%mwK-@a
zrndNR(zg3szBA>jHH|1JEJRWDUvIxhBcWWPTW3sp%>=)O>p8v&eo}qO&U;JT8gp}V
z`w~>L5v4md&rOp8HC!50a?sd}+wd}s7_f25pct8)&wq_AHI~Zi>WOB~n~CNNjz`5c
zQ*#SM5s7Bk2?%6j1D+7aOm9Ya&r_zLl8cIph$2{Gm{0()sVU}d-L5%py|GX!vQ9$b
z!<k`4k+js*M*CSYuIJP=G`F*m4BNB8bo!0%Ws!!yD(~vddO4{YgS&4Kn^=2#9;dlY
z(Puf?oqxS&4vRv4?h!dYK1s7mNbY-65EoS?8g=S4oMoBxJ_@DsV!-$7YZINb>@t@I
z9KHL<zN5}J1+&4b!`|5~u5!cU`Nsw#b6U5~J`p#l?T2P5;`30n;NjCTGc+`=Mbn@j
zagQBL3@-jKR_)o3Ohb{MP4IetW)7nDbyvI<g@3B@XyJG*Yj!^PY2%jfS-V#u_M_dw
z`!=?Ua&q?+klD)EC6=&cxjXX1yC<i!_J}kELVSE|zc*$k7kas_u5M&x1Q2+V48-c{
zt9$$bN@ZFRNQUQfUDY;Hj2{P<cKkrEUcLHK?^2{+%H0L1Mx=6Tax%aD4BEvuEjq<_
zq<>=@c)GNj^zAB+4t)3bWk0RS3eeu+soG6p?|CM<Yo$$249tUZ*9*dsw=j7t?SYLN
z(+JU2CE1PaFA)4;n1nJDgSvW6xVyUgHaqS4*Eq%gGy&$G?~%87!Fu&ykG?lGF-t$X
z_WD3gy>Dr!PIu!&rnn#ITm1$i3WQyt#(zc?Ir@MIvlSA-k#zU&-F!J@Z8(Wr+9P4Q
zNJ)n_-j^Wk{5O<wOgIg^Nj>A$ljb+weymkZXHB)wn^Wwg^|k;?I$Jl<%yMb*2Qct_
zx74SLP6=&)tR{$@mTh-xx-KY8+bM`=o^%kYRhZ}?zdpMY&qdryxfN>c<U?=2Vt>kg
z?mfLJd0@760{611++nnHXb3QH^loC7n5Ly^K}@u_(<eWB_IQ1u=|+5Xbo8yDOcWJo
z2Vk!5lKBHdG?gz_>q}OD#OmCoOMg;W=pH7Zp%^99JB7DFEl8r*j1bzTt<uoTRMOJd
zU%ZxHSO{ch`lYHpZ^<yxM?so0T7T{!j5-BU%vPK7sOV@c40KT<OwkXp>v}KbZJBO_
zcj^=eRb``eGL`PlLl9+eGo@-wG{c@i0f7vYpZ~%1{>qbkEM!@UH}3Q}vL*0)A3F=u
zj=9j}j=EZJkKdLaauK49&QoEPjwJ~VC@k!bqIsaFmzJL1{OIU=+*%0OAb(Y_Ki<O&
zAEJuT?occrUwiu&J4%Ugv*~~~;G|~SCtM<MFJeTUoqX2F@Mc3DfCID{udpyutZ%xm
zv}<BwlAPOgx<B!W!qyY_n@&oFkZTp9&Z_IHePl%F!i_I06U9~AGu?E)a>%&2xW*V$
zuF#z#%~IjCL6?&?k5wUtA%7SLN$4A)yJWb4mJ0;Jdb2iLLgCozMMiqfUrCgO7!w^g
z&MTDHZc5N~jWV5q!BVVp%@y0BVAT^rZ63kF&K@8}zj1e^o`CS_Nn~{C0YBB0m!dLR
za}1e;Xy&Y6Vd3jg<+%GGm4c7Gy%7(Zg}fSfE5-)5h&W~d*Upv@mVd?4-rgRT_2_hO
z?DX^$86YNgRVxotWrUTDft@dRhcvodUHt~8k*h15HaZ*AF&wJFPVV1o*rXpE*<Wnc
z^$djFNMq%oWLv#*`vyltmcyhVJ8z##ff_>$+FfvuV}Y6#jB3PcuPqQy@x00{9GoF!
zH`rD{7T^*0?qwFs2Y*Z!kC!;+m2GXh>MxofWWN|65IO&1^FeeN$Wg+hhaoI4$))`r
zed<W{kH@nU6+4(QD_VWwqZmV1pHe^O*DW@IA4U)>JNXdbZ&0%Z`&cBs2YeG2@7eg_
zToG2mfIUvz7?_hZ#zZFyHJ<amy}<YUk-mPltl7tLoB=+x>VN33n*=oOMmxtMYc9hM
zsa;~t+Uz{!-=pSX;W-&+$Gl#XUw*7@M$La(HLuvcQrM*Q?R(RbQPsU=RI*0Vh&y(2
zUh$h)Egc=l`>{up<Kx;B)sxVQhhrsa2!||{f;Y`iIOfc6e<0SmXOGuy4ZjuLU9b?C
zN#Q)^!znnpCVzBg>KLbCi<WjR!I|It`&VfNbYOL4-;Z|ujP;cnH}q{eyTS=tEYlMi
zjCZ%fJF8VCE$eiO8OB3J-ewPf#8uiMnR@G^A{~7YF6>`06(wYP`*|+T@pJC?NKBO@
zzy|@TXGThj*TJNlQ{9(v6Ia)|uaD{`wbQSo^U-7bWq+|GnvGcTq$fP?yM8TFQ=AgG
zoayblNhM5wzg7@)r-p_`+bm>bapy=Tr)>v>uW5Ug<TgTJe<8`>`=?=r&6c93U?lp>
zuSCTAQy)Hj7#bP^1XCs@{f&d&Vc{#g`})l7CYweRkgoFaS1e&)7BOx*Y)%R3OL5?V
z(-bs|Mt|0?B^4HGmg);VI)o7GwfNB7!ns9RERn5D`)yK;+(uCmW1x8T`1lyG^Qq<2
zhDQz?Y}L(^T{#+3H1V`tUvEp#agV1O?9x$L_H*(dXcXw%^`7P(dDCw#D$VB(v5>79
zvu??bLpeTw`Rd!O=@)6YNNtivE6Bv~`Ael8^nd)#!zz*UP73Tb9zu#wJ8SFVHT9}T
z=}qdK?jhu_2?dAAiTTb>(PKH@?Qvk#HNzqJ^ZP48O5#7lG1czzeWs`IH*NmhV#^yd
zDUKX7Z=ug}<}WT}J5MxL1T181A*|Iur>k6BOAFz&h@Zzm8j1u0G8NUz>Z*9-bonbK
z7JoHxQg>IEyW`CPU1=tgt?m3O7c=dCQ?C48Cu7>@<d5Sq&Oip|ScJ5dHn;TWxaDv7
zX1*@ky6xT%<kt)`cj6+TwB3(dw}%Gw@3&7(&(ltR`9cjBYHU_1=;-U5oi%zE&#aL8
ziPo2i;icMEhww}Mwm2C6m0ZFBfBRrzdVd8&4-K{(k2<ng!UTF=NA@g1y@)K!*;8_t
z&xphm7b+|U5_`<LF5Xm*IkV7{6q>KaPE~BjYmZbInVA7C^}mVVjws^BGGNU5)OETz
z=eFH^C654e8gYo{kj;NMoNJ<E<ogDk&>6Y1IvyCq`*rch+$OJ8CY=u%Z($TlI)9dI
zAIsJA{B+#wq|L7?lvl9YWl=~lz%e90bHQ)(d=`4_9`#MSUm+-1xhoKziE`TH#ki42
zWOTGaqkBx;>|43TggTGTJ}|)}Uh_&vq|rC}BQz3$7%A(r&tI-5_AF?zUz4@ZJMa|_
zcRI*=TVZ~JJ2h25c+7-nboS&4x_>1+J0Y1i6#3=J-4bR#zR<6(srQyATYOto3fMU~
zwvn`7`W75*CG)h{gW8SKvESCoyN!bKOleQ|)6x423JR)z{!G-^2}JobUOY3b&zLJ9
z<fp&?S;uRa$%484fuoqIs2WwVBD`9P@A%v|6iqZ3=I;1TF7@!#$2|)%9e+E#v5}Nv
zcO-%@d6$sxMtYUNi7rDzbil#f*JZfi;Cp-T#-ND1U*?$WbfZGZB+x5@=2fXX`oD!H
zDoEP7r~MS6O|vdsp6#oqyFp{`4(YV^QdR%%ECI@g_>XMeqxbOE_)Q<PTfMK#zFx6m
z_{v7k&}RFk!)io6C4A<VD1S)v2q$pSE#OPg7dWNk4Qw`TB#6>PN{EAGJXZ?>8RGxU
zM&B-_19f@BPiqrnQEZt@LCD|xxhm&vSzOFgE54KPV(L!+px|b=2aP>-uq1^^h8H?B
zo`E1|JH<fHR_6|vq;6v<DHU(rJKYwav=B-Yq#8SUUT*H(Ho`=17=NbRQeEx3I?8eJ
z>Kn2pLE30SXi^pnGF~Q!0DkpRQD^%FMAzoUUU3z<s8pw6SW4d=leO*n?sujndq}kc
zHLA!UGwm51`C&?v!ounan~&_AoGH0LpkG{C($vuC&k(WGPBfxy#F8Io@0m*_9qj4~
zvY9{z5P&j`%Pc40OMi`k3Tii!Yvrq9FH&OZFou4lu0A{ah=Fr;*=SCqh(|y`7HRo@
z>0+a*I$c`_2jYi9h@AXE7a=m-%pfNq3iGGIFTRBiwQ#s1=~9YRD#}G!ws{6o3=C6B
zZO-bwFQ<;~=36RI3xg)UGX+?!?j2w3pWq(TZqngq*YSK97=Nj6*$03pXOezFp3f*h
z%n*Zps+&hlyrdiZ5(sRe$m;59>hAH+pOe$m?=a|%<>loKijKK-JG`QWxYy|>GND{t
zT#SsKIN4GLJqz?)Q5&vQDKMRYmuL|Z+gMw77?-t=PG{)6NJ1>xHZ-41u5RDOLw?jg
z@9wCYc569zn|~=Pt*`p5#RBtL;Po2NyyJ5)0knu3cO+bRc88eH{4PX@23uiV1lHxl
zLyCPh^lixqO+_Fyx@$1ZRwQ-4bqb1Ax~cJS;||#gfeZCvSZfcZ!*-CVf_CD=Djjxm
zRdtt(UmZjM3)>P_UtdoZie!>zVCb)dtZc_;u>d()XMZ?F5?Bvo^Jb88u?90U^W6j)
z1ht0x4O{d(u}nBGbqdsG0z+~SHm7SQY}oOKPYrg@_aW3K?6lDjlSi$pV&A<iEUdle
zFKRTC?f;D&|C(|~Ii-oAp#7#l7U9O1I{(&*^?e{?5cVU)>XKIO=^i`?ZM9I~H0kJE
zrF%FCTYv9M;ce?RiFkr0n==%MN5LemLe>evmyX3W!WAZ~&Uwvj6osog42h6p!f+xZ
z^vf|UZPOCEof7By(v8}G*p_lWX(<%@8Z(=~bTie-0_U9)@AYSkpE_BHz1``f&$p9L
z#Z4Z~jzx`=?Cr+9bYZu0=q1OW6J1%?@m@1lgMVcrc0XQeyW}&F8d3I0xTT_klpy$L
zmh3O9&q78dLLQWn#RABc4>NUc{ArTe^wK1L!x2!yhUR8rUS8(8@vy8n3{@9@I%Z>M
zcPq$9TLYdVpQA#l5l}O^SY)`_J}NRdt)DT;$k3?cel3=%_|>c4zCL2&tUC*iH#Z&a
z?0*P5o0^1>8UaK8ypPX5cqQUdisD;RUW32Z1#@?GR1@YM9Ahz#j*U6kz*9D-nw+SY
z#8IU3UcM&{O(w2qRoj`BN5d;ROA8|FG{c@hFlp9khEK<eN9#v)mPW3H(ZPH6qfln)
zS*R^3WW_i&g506eFrf56m|Id88d2+hC4a4-B*u`hr+nr*8E)YEx=n!iz4YgD=5B5j
z&dh9`2_cwixJhm6_d;r`K4c&$$pa$N#ctq{3$?waWf^6N@|)kT&0-13eG_SaLNvLl
zk0mC$)O~&}x1Y}(PdLElhs7MBfq?nLHDeeNZv7;74dHC14^uZmfLIjDwb@&up?@LH
z_iPw+;^diE5lp;nB%k*tN7%{pCL?(2UT<hBi33saGiWpFbykSD2%xB9qy#;_V<!64
z>H6%ijRP?}unaed?D^f0QX*o+b0@Hz%*PO62KV`>NAofBDtH73L(7#Vt4QF+<c5*9
zVGV@e?;!i>h;3|b`+IvsAn+)xP=9P~cI3-d{vmD13smw+SNG!)D;HPS(X<nW<6tp*
zk<taJnLuUE3MuO0EXlQmT$J5(bCbu;9aoZ;3^g_$-NZ%a){xDq5biwA^rXT2f*<?~
z3qLYG(*-j}Nr|$BW#t!!C0oN~o4(k{51VQSsfZHuj$4yo5%%1b>dh)-lYeY?@$k@2
zTv!^&$QBpQ$V(@2b(>E$$!~`!2{T(h^?V<Bv5S|--pYtol_#*Eyq8Lob4OP9a&m4<
zC_g=VE_a8}s^6bfy=cU?CcKU+va7cj|KceaM(Pk@vCi49G%Eg=?&*@gP0aD>6H524
zn^<Rzi<ao>ILrsV&AP#v9)A+nIX5?#rIhJjsKmlVf)mpvn0iLNJt;8JyX<l}=W(;y
zT|em8ooOd-PPY*DQ08s{K|#^NECaK7WX^0CS}-~FRDk0~Kf#8gQG$4OwEMQZ?wE@d
z_O?|O71B?Yxy{t}9PNA(t7bi5$Qr97?`R+S)+2){Lx{O1+TB>ZLx1e1$y^Kj>YgWz
z>NM6j!y<+6;%N)U*tkA(WhB~tq>Hnj$hQPv`fuVKsXKX!8Fxr<v=a*`%4SpD8uV5q
zI+{&WkLZ~9veJ;d!v-x5y@@8(YdVw1JzU?>>PuVh_p!1cm^f6s4Xh$|=0YDm;A}hJ
zZ^ZvooP4zX$KfHJ#(#DQ=ijb4xc?)HBXwGqQIo8DAfn-6_ew8;jO@Gu{*~%V9Wt>K
z5C>~#k_t<ut0>E<!TvO4H<R-!JqwEmetzXk=dl9PVrx;SKEk{!8cu1iT)HElPXw<L
z6pTcOkn}|!_y-6)-(Gyg=eEIj&>e9P`^mmUqs^6Myrga}U4Pmhdk^;E#qS#<B9TO5
z*cVc^dP*0ZG_Yh+_RNT~un^;MVIif7GTFhwftmKG3k`h$bkxP$#YKG>hW5clC_x5D
zj66>h$WF1ISa9ICFO<nW7Ho$Qi2)%W?J+bxBjY|cko=)xXQn{5lAnTrXpBuiZk^}@
zW@jf7%gxPQTz_1Y$pO-G9ew?NAeHq?NJw~tYZnXO<hwFQ+x3a_aQ2~t1C*Meef0y<
zL^E!^k-=@kt3a)=wA9Yf@NxYhB;w*1nE^=UUBOZ%mVoxzL>HPbE}KRXK%fVr;q~?x
z`h`u?bKA8UQDIq>p~z(G^&Fh7bR)_^%lIIK-dL!ruz%0-+Eh0kPS~R#t9CSWjRtxr
z;z}d)y=;w-j%Ft8Lgw9l$JHxc&W9BryQ6_v!d|=`*;|^+_7RP-lNx<kGKC0LZT4{D
zlzl81Q8vA)IW{UFOkG$~?9YNLG|A%<@=>{TF)nS|cgf~~m|_j(Xo%`HwDZ?>{Qa{-
zQ$;Sxntv=)iIWsB`@H(2m=)7M@<l?^)6$C7*s5&+-xX1|S|7_qAMowlMD@Dd9Uxl+
zZltjAxm?$d;OCd>>heq^4Gj%pSxj-#V=j7QIeBy2haWyXwVBuj{4C(Nh;ReNA``|I
zr|>9=2J6W4rG=L<L(iK~$pvb-CURKv;o;$ZReuMux?^5Gh3gbLVd3T+O7r)U?T@wb
znrz-LaKS7+i=OBTZQz87z30TNTRL2>h&q@OdZ#ct8W>C{Q9ON@41H#_y{l?YpGJp?
zX=*(^&c$zGaANbC9O_!5L%Cc^4<5lP%u9IB`>rD0h-0Q#DGzB$IFaC(qs+6y!Yb~%
z`hSv?T-Kg)16mpyo5Ic{1_bL4URA|MMn*=;dE>Htl+In=j}0`G`0ZQWj-g0DTH^@$
z;g?MWXkQ)c5+hG+HkxL5f+8a$TU$lZ-ca7pR_5;%yDweUK&eytu(;(%O=F`R_O>ST
zWJYe2cko%A$PX#(f<?TMHdh`4%iT5;lYiQYNN&SK9ipps!BOL<fdMN!BAp)u5)6h2
zn}7IeIEFjz^-&eqVB1U~CLVRXSt!H*W6iYxzc|3Oqp7_qP;zDRgZ*Lwnnz)wP9l$>
zpddFlHx#POPJTBbtYmfBIoY;yWo0ERI5`)UoT!ioWZxx?ith}j$=j(MsK3wMdw=v%
zQIWVivth7FZ2P5BrNaKp7R2M7eY20#+DdE*{p@3PYsc;<{hgd8Ev$?)HyMtf5sFF0
zzI-I?>+UYq6U+2G7j?0le97v@+8Q-2?a;b;j8uRR;De7163qtlg1;X<vaqn=dLGa8
z&KDC0jY+!jRN2l%_0dW3%4h!Z$$u+jSBc(EH=v>2zi;o1bah3;oQ+f{wZsXNOXYHS
z@0XQ|@?9+{=KUJ#H*-*hhUQ%pcD`^<c)k5`@_nUm<Q0}M86nB(eiF-XtUl9UzOAoM
zPE2I)eK>ZiOU+_AQ~XwcwnHA4##!ppG)9Ecc)x+wZUSR~5$ha#(vGB?7=P;;W?e9X
zph;4RtW@cht@)<!*-eL36O)D3F$10s#0o>VLw<Mv?$pqb3Ol(#X%O0G8STO6Mu%z-
zm9GCXC%r9u3sHT4jtn49RS@TWJ2g8HClbV>YG&e$va<z4z|ywPj&`OlzYd|SAYox#
zmOr0k{g-{AU{y0`7kga@41Z!|YkE<bnwg_)QGZ7I*#ZPqgZ@$XuMxSx;?_n^PG(Mj
z!n84SwzM;K`VDy5;3wo|)&B+0#n|Z*k{h^1HAf?phhVN>06!1@q6_p_7pH&f^H<m5
zy6gnRL+ju7^XKmWIR6(w++Zg&3mYJO{&D@^$A8fg2A01Ztjm7#|9^6T{^+BMvT*@o
zJaF*mF$dzj^~DEsl(RF+*5Z%Z{G;)&@xN#Wx@_}rxxs$Tf|c2Y67aY{cKQSAPos2M
z5Bf*tU!X$4^8c0U?_2*1Zht^XxZ49l#^^UMQzK`iUn5~;?cs#_!|wjn40O>3^t-{o
zWyk~EHxg+5o7KhVzklce1tU>T&PKK-X8%OvH^61xUtIprfLs6vQCBlZBa5Girhh`W
z15RI*&L|r*F!!%3Ts8&$ZU?$(1iEPP7sR=Mxo|bRu+yLO3nZ7$mj5&%zbZk0)cge=
z_l0XRvvoo_|C|_e7u$bYRDV>0e%Jg39t<pQiTY{XM)rS<Cx37XbaDI_eR%*^XJTh-
z%3<ed`fJFXTx@KNE=}1PFjXgKl*u2ce{KxAYzg{Dvwv-lz;*tC``f9aoJ?Gtoc`=o
zFA;yb)jw+g57Y-xC>#U<sek}6@2q#xQ&13>Q_aKP48*AfOffDX-7f~w*$D*Y<-TZ%
z%c)}KWar{&Vt;mVitE=Yc|gD$iP^b>9zcK-Jbb`R^TI(07!-`))58S-EnRGkLC{}~
zf$ZR7j-d#iU&o@hwsrvi0}vF7_{jwd<@;44V82Q($Ylw=EV(YrpNv3yxc|iaCmt@R
z*w3N;NeH6HDa9$xDGnS!K~TMmTQG43J%B+FU<4Ej;(vuez<fMBARaC*FdrWr#0v$=
zi)O(5Is=fLawyw}oT5NNb8!Jq(Vz3csmiIYB7O0X#nRc?o}ZJ`)E#VUhXUI<T5v)k
zU?>94&C6-!<OFtw0Qe{fgcV@<e<ON%70}Pi{A=EjfAB`|f`KsxL1BErIP?9%8w%$F
zE_*>-6o2$zt;YoAYzDS)x$txlo}VW2w@^Vqzz_%wNC$bqfO$Y+2r&0gVhAvto9jPG
z1j@q=h9jVVFyZ9|!}z%VH<)m7@q!WDTo+b)F&iKl7Zk8A-k;1M2=0GP#l+Ic+S-T<
z0)_s4WMEu?iNksSL57D54CnpdB7;DHxd49yxPJ#Y;!kD^;RSO;dH*#ROC#HdPSAgv
zqCa~sEo~hT0s`XYg#g|LWb0yWt@kgR0gIg*kb7K+zih_^gMoPw@c&Ue(4W3L0dfCw
zVu0Iob~bag1#$m!TAUK@&i7RTe-E_y<<4+9B>`Xia|k4%z!dTR_RKtx3wypi;JP?K
z{C_^UuynrP2Y}5XAeRR)pauc`eE=*;#IK701Ua=7jW1Nx&nrpW0BZ)y`$wIUBarEs
z0h0v~MoNM>)y&+TFIoYyK>WWt+W#6L_+bA>fZ+RY1qklH3J`q1h6KuY86dcR2MC_a
z^0J=m*9~z&eg}@rz`}LekNfgGH}taIWq)9~oC)aV96>MV4p=Rh<t08h?`4U&?Ekyp
zB|hvDA9jfg<GO5ji3|H(UgE<p@nM(vuuFW{C2!azE)V1q=dvHqB|gvP^?5FFd4AVl
z;__VL@?7HbT;lRv;=(Wa!Y}dQmw50?JoqIZ{1Oj-i3h*Lga00f-}RTcyqCDVmw&j3
z%kzAYe-pU>r$LC92L^<5-hYH~I2_Ew^WXC;e-9BT5C(y%1k4HyxzHEfP%szlKS_iO
zP&OBf<PRp?fWrUZAOg%dAXR|5fB;?+D7m4)F|e+Ap}b%?AL3s#u|>H6!w3JFK3?Pj
ze;XriE+G1F{fQAEqF}&!{@-H+<A1x5al9ZnAK(pv75s<&LV$D~@o%(?BOvO{tgWH&
zzukfXiEuF(z(NHK25_=)J_s28A0-0i;{`03`wu2ufQtIb>_5(gn~M+32SI?~JiwJf
zFmB*~U`@l}++ZHaztP&3Kn81O3+4SA?SvZ+h6A4bk_a3Eh5`Qf|2vVtPJfiRfy4p=
z#3VQu3=F8XKP(h}A-4H=|9hE|6ObyII2zf49XaeB?Jk7KMasnbKPLCvWPzNE2Z(E2
z+z4Pj^8j2g6z~79-2VHfbdi++rUZCIpyUR@pl~oBpo8ELJ}@@~_HWd<k+qqvg&E{;
zG;0_T8ekVm?{6+JE-)7m-!T6-xFBFaSb~Fi5L|!*gn_ttfTRufQzi29@ce5gPA)dK
zW{!Z!<NHnJ{{g4IWXYGn!2uML;bRj6F*rGw5vB?$f0bBUZ`(E$e)q4?qYT8VE|ev0
zPwm<a?J!_#1MFel17k5ZTU|VnO6GsRb0K9bQJV$<VqVUjhv$4$9PEQQ_;vN>X7%bi
z&w?b5s<=vmo4X)Qt0)y|P~=5aWqEK@2Y-hj`f=!Fv)*J`7WQ}eE5c7!T5YV}`HfHg
zon5D8fB3LYi%<?~{m;#ZSJz1~6JMoKk(Z#I1ZPOIik&&%`h9n^N?;HNNsy#@6jxOs
zk}Rq~^sZg~yNZgk5=3ww(T3;RWMF~V1{(p~g1BD2Z`0syzxosYyq<~NYuQ|=p;(Do
ztjZ+F$~4Lo7p7~yAHi+Vwhfb?mfX)XuuypKe{a@h77lW~fp~pUJKGN@7;m@XQCh2p
zjwidm!>C%RJKgPh%?@&hi(d`T@l5ddbDW8L48Ov84ov@PPvXScgW`d(hdJ{#nxk%c
zlE!h#Bi*sAH%fm21Fq1oVB<X5K!9@R{x1jJ$!NV1LWJ+un<Qi#51bvlzUc=Z4(d24
zf1}tf!`UQxtJdH`rUtjkd*}skPku*>i39&OnTQHeu|=QkSf40pXcKuZL>8ipWvC7k
zMcr#iZYID$;C|a<2=5&uWIQwA5gA8GocK=-Ok;Jccu#iqq))qD&F&~L-|D`*g4H4k
zl?D>0`<AjmS=9VMf*}ML>6l~eU7FjHe^p=|Mzs>*gT@2J6%O9L9{R3zfkcgQ6&@S%
z`Q%t7bMA(5r|A~M+R!(OM|kkKJ$AJkj0L|aBDi(v*-n~(6DJ;xMlp*y%AJ#f;aKpa
z?dhh7G}P^peD4QPfnsfg;zV+x1tv}lGF$|cSJXMvfU?IpKy=qhIAA&!ariqQe;C^j
z43DA+OwyavJ|e}iQY4UwmyU9PvbR}sYi#7eL?F<Sb2j;8!4*uFD;#2y;KoQ+WL|;k
z<k1{@=N%Q?^QQF`!#n8;2a-&MgFMmugTF;Eby@E;V0y8gk5q#Q&INRoSb7)mOMl&!
zclt2O+c>;AXu8cM2xV49Cj<*{e|o4dt3uf{6yXO)YI|NccvmN49xPo{q~#V=&d&<h
z=f?^Z)9Jz3V8C2rqK(UmIltOj9@A-|hmg##F)m=MvOFL|fCOAZ#XE_&+u+gWcpFA=
z_QVuj-)+WD-}OVw>0O02+5;VQ(6^&iH7`yE1CQjTof@$C^JGwaE+APBe-~FS)`;^-
zL+V5OFuI;D1nGg=L&silN&^)nYoiUB&+Fvbc^}UcCRT$C$`06ilpVY_xJW2tAZB^K
z4POItI2mo`a?g1N(w~#0%#xc2X=e2tGYqE>x>gut9M{_HMi5X>b(pKQZv~CUI%279
z<NR}+$JAN?Y7iRu8u-y~e=E@W`)9DXX?)e6YW-j95-PvkE0^~m)o=m7Ko?6ANendG
zIT8X*KYzyzVtU^+T5>Ci!#}9$bNm(ylhvIfVi7}Iq>^+(YUvl*mDKH)e)or5NGiq)
zFLD8x-s=6nQ9rIC$zH7DjjSOXpmhMYah`spihC=+(mZjV11;e(e?Yo$x<77G{@5f)
zp#)ODh!ZG?4g`z*5(SD3P$iU52LnGYA;pa+nwMKfKagk4lg{v{NTOm}d9irIpljPD
z=^~BNY@&QF>8BWOveMz3tju2+E@Xuy$zODW$TVqZkK;=}lCp@l)dZ-qEQ>gY3KczT
z(vz1-8C6>^=v(K?e-XgaL;$f?hF6}#R)`OFHpDdzS1))L#L;$}&hO<N!M6e+)9g7_
zV4S&bUa^Xn%OQkfgDBrx!s4XJ=$2Btnd-McB^X#`s2Rf0?_Jbhaanr{uD!yybrXH>
zY;t%TEL`Bnh3C2CTDsLP)X?sz#$zwM9eP>&&dEJZaWlgXe@%b^TdIOi*_e5ACU^Ud
zRju=NV0=?O?K`+O>pQ;hACHaR`S7yrg(7Q4k3-X3Jnmq$h8>#*4)62it{?HZaH!or
zpgcI{?T%+HB*R`^fcX?^{$BO_K^_lWt+~FX+X_<(&U~1bfK=h@Yk$Hf<yVdnz*b)@
zFZrXiX&nj4f5JDI1lfJpx2%>QZ<K8K$QyL4yNM&3gqG13Y8AhF4;~8~B_n?VS}=#}
z1Oi+)Hw+CVZ-M=d+WGX3Cm3Nl#C-#}#GHWxp~Bi@om+2eLC=V#lAM-Fl)>HnUP(@p
zC@u?6@_a4cCewEg#_Xkg<!i<>Pd*Mnki?m#XM+zAf80j7S9gY=Pm+04xVZfYVk+v|
z0M=@rT+|f;MYNBV#Sym`&y#klU$|3CD{(}i6P`5*Bi2T7tmz-p(X+X7u$>tD7Vs*h
zOD<yn`NAP;%a3Z1DHl=7EKc|}q>3-ThQP$#RXp~J&?zngbhSL9ZyD87MCsNL!dk+?
zonZ;Lf0Do<@j4aYEkEOMg5V!Q*dD1AWC<fZ#hdVYR~NE}-o0dvT5|45lMsN8@5YYO
z8e^Fk<QOiWk0^JaY;dsn;UecRIP^RJP=PD6w<ihXx2GtJvt0V%Al)r-8r^6#{B)oR
zKkJviyu7<v{SUQwEU^k@Ze(+Ga%Ev{3T19&2XA6(3Nbk`mmbCedIB^!mzu@_YXUSm
zmqGdi6$3IgFt;Da0X-m-;bRj5GBvl|M+$}t0x~t1LC^>jmv83*3AYvU0m~AXaajTs
z12{J}mr=6_D1XHo*^=AF@m*iRN*;o(5@E~%3}D51kS#m0<4TpKN?ft?fF-dcED%`Z
z&}#oaec>d?m1L*#LJsEWnd!TGI@laG!RDK1FW)@->}%yVD)5saQJXh+n^<jJ=={Wl
zn>YK-PoBN`&zo;Q`#QAKNy->M(H3CPoVHGHwmSBH$$xfjRp(hFYs_>_X#FT~{gTgb
zw$@rNEz{z$$;-pd))?!Zsv7|F4u7&!R^orlBm1;X5$dx*j=ntiR>iR&8nxM)(2t{t
zw@J%AY@}i@Et-m3N800oKiXsVh%M*kyjxbMyOzfu^7hEBEZyOtd{wZh_HVXP;=DJ<
zOaS48$A5c5gLGAQBV@;rZ<N>ORmtPGJh|oLU^A1E>UKb9!#$^z;3Ed$_FHBA&?bDv
zcQ;|=rS+pM6$Cmjt9ko2KV@{<csy<Pb6`wH$C;j$@F6n@9q;nGDn~-l%yKr<;mzIb
z=5ByC#p!VEQ+_y3;EjaAOS=j3R_;0g%$n9m4u1;pPIU$sfi0C+)zHeG1IuXbb;4Ku
zVX;x<c$&7W<r`0m{|&CbPun~#xP$Lg<pU35UtLk}E^C^sp<NV#CT_RklpTR*{n+%}
z{sT{$b1XDN74=i@naAFy2Z5(&(qok$*!T&7TS$b7Bi|%;j>1YPRW^*jj&9EF6#tZ0
zW`7U-{eYwu&Z7|`EDW^AynIX8#om<Jwdz_Kot;jWq5wBp+W^^I6nX!;i4D;j=I@am
zZJEi$oS3s7xehvaMT$5V_|=p*L{A+-)C&X=MCa%MT3KyH8w74;4_I~AmBgkE&$+8=
z?r-uF&gu$a54tk+4Ul@iS6&SZPBH=5_<#L<Q30p%{b5C~z?Lj68j$c}-G~>^c_JDn
z6jf2x^`N_8m?aPzh`qXLw>+1R2Hj1ztIGYhs`sP{V2HI?isG2ndDG^*hNs@u)oBJa
zWJ!T*fv_Nl)UwyQTsDK~7;`Q<*f$d$?t_Cq=hiK$5b52g_pKNNgU2~ZtCIgEbAJ)|
zw1v}_jld(m%>-U908%;15%f>d>mb}{<vy%0Yyt+U!DTiE6lK45!Y{=mk9JMA=T;5O
zPxrEHH{kNrKLBdlZlCjP(0O&1%6N6i(434bxqqKGyP^^WHo}P~+Lmt!V^65cUiTU>
zx1wSR$Y^qmHT?#5Vtdd!G}1Ym<$s!c#Hv^qBFkD&R^N3sUI*!5MM@C*Z7P_uXg^rJ
zxw*R3exOvZ-+-f?Oba*QjJSYiMSiTK4Y(d*%=7e`-iv+f63~9*w5A32BzBjB337xf
z_uY<kF08T6H=vWJisj2=j#xt*eBW^E;h6Uh0e&`vOMzd6No*hu>+C))cYlxA;g$v;
z2!VQ|Tr30AmY>oV@r9o~9m^(fMH6E;p_Zn<7ZtRVC8NVJE?MD^IZ1USJcf;dS9Qd^
ziiFn2`@X8P>9Xgzu^uhp++rzbeQVrDnJjQTL$hiU>0qenkR|b4$bfR(jKER*R1t^o
zvqCyhZA>l~52}jjt&IZaGJkW->?+Z=`@BrsUR#l;fNF&O(fM_NjE|$A3TDn9Q11L7
z6lav&FB59-zDQB*LV+4;5x)>MnUJ&QfxO}VwqJW!6$P^!C<h=+7-;Wx#xjonvD%;%
z1)H~<zV+R+%}=yc&m3s#M9rKvqSj=qraH-9w?cpes5cVj(1=XKpnq8HoJ^*_#$q3E
zEDcuKERThq`wWC97k!1a#J;7~#?HYrzz;+x{+}}&b+gcDOZFP&MtKFAIMmk4qe*7A
zi{o94cLFUf%0gffW5IvZolYqj(`>~jId_CqNE|}`xbj}3XW`hhVE4E;-zs8Oj**pl
zfS6xA5Ey13J6zjCoPP}(&Kv0&@Cm%Nm$8z^K7dX*-7e_leJasS5_;hoFD6KIj$D8y
zMRhMU!2w}OSU0G0@;0EOr;H=YU=Mi;@ZSp(`eh7e=9J+S#uK)BH;gATlOrsQ57)dl
z^oMkUcs&980})vJLQi`HX*nGG51H4d?{jG_2}WS(AlPD841ZfMv-}qzH=3-#fEhx3
zfJQ=PY&0tqoW>f1<30S&N@7t6P9JhK;m1{njS&j^jD(n7HxQ<(+!YWvkrRxg<j26k
z>uiW!uMrkzMyp%`#zAkC^}+aRP9Vg795}GJ3Ft==7ftFcfX&(t?qr-u12(4GW;NIu
zAZi1Fml9?i{C`pxocpB?*^F?vOU3cWKB6ry=$bAq$k&4pW)SjXoEnLYL(PR<9PbjW
z1da~PR(2Jau<rYx;kPKr7U01E87s7;kRb&lDSQAvA8Pc4d|8VsBn+<X>FFR?Dq~!u
zUR+fT0Qjr4pgfB0^%wY9|0K7t&bHrHC0qMXIF9?I<A1zN_n<aea)I-LnWw3gA17h&
zV`LcoMS$DFznWe$fv?Tzo<4PO6|Nl|W4svnyBpF;aM+B!son&OAF6!?uJ4S_lf;Qp
zMxsNbbnjR4M<LO827I&UE(t4C??pgYo1KJFYtDFprvYj#Wv)dIC7W>qYDyA?7MDCV
z<qqQeYJV%R+yKjr+VtEeK83rl^24FXX4tz#=~yAA%>_)yapL_Q$h#74B#9p;Lo(&Z
z)#Oa*D?2!^1BP)=w5;Iv4pNVOOWlGKrc%$da#3AozLkyrAX(;$W`U3MV;584lUxaW
z5<iI}4t!*qq%e8wMNB~5lr@vQ#~P*-`mbgZmw)L{rp@xfk#C|i>41CAB+vTVP9_Cv
z4U&QFCV<o``TQgrNb{F9C}3%Hkn~f6RfAzo2(lF}voWZ>qM%QnoT^FoGfdV)t23lQ
z6shAiq|Jj_#MwDb=QpvwGiFB9Yv|Q0=yjLS`(hnRY?DtT(j31tYNI%U7yUI_DoU#X
zDu2_m=R-jEO9(BC?I}x}u1;?$j|WpA^elM%?h20rrTxGSSHD|l&`^cv45}|5`TaT=
zZNjH+p7=T(COuGknh|Y?b9Kb*2W*E6wjuC}n~6TChmlQy0Rm)F<%dx`*AUSrglUf8
zg}#F@Q~MC>&bVn#-N?5fISR-pJO1(%lYd;qX7nN09Ej3gz@}Zn<`u2+<Z-VlDEmJ+
z@qShQ1K*5C>NrpH=e5h}z<0@@DAa{lf@D->lHkncRV)`by}_Ue9pr4kW?{C<SHS+@
zR`{k*M!Z^KN|2*u0~%jD!;}6%2Hg1(=ER&If|N~7rj93!3Y)}%1^-)vN3Ui=1b+r(
z#?Yho)+>NQKN^wz<GKN`L9|iY?;k0Do6PG^k@*?om`SIY`{NoYh)}GeoX{}uixp@n
z>ws`j5H1lp{r8Gy0P_V0LwrZ(Lo|b%quiY<2Edq8zpEDg7`eYfnBOec=Jyxt7bw?J
z*h5@st=M-Xs`RScHv@Oc>r3GHA%BR~WzwOCpuwJu(>}i%$tY~c@f2&SC&K7PZ><K;
zFCv}ctT5}VU%T|l9Duc+I!o?A=P_;MF@T-vtbdcJt8~vVDt35Lv7C9BK1|G>ZY}5f
z@PCZH?aJE|OgMXcvVDRFx8XN%YRcFyrO;_5(*80%-4D^#pKyAhJW4O|`+p#%W{meu
zR>Da+a{v<>NkpY@DVwv#S&8$F{!}COVQ%1=1E-$yV?f`JXUgTaOpYK}zB}L;A-yAH
z+>S}?fS--=U&2Ijq8kQuKbzW>WZMEI4-cHCSFvy7MVkJH3<(8`Lrk;b>z)psm*1_b
zH}Ibm_y3M!mgo)a6uWqjU4JzO;r-3BRj1bh$6OC!!7PlfMZdwZI#mZ?&#J>Tly;h{
zSso;Rea4tNg1|$6!bT!QL=$}Mz`nekY%hrp%n4%FZjvE5kEN4|4Bsd&*1!kzL<QbI
zsBR!mI3XU(OOK7?{#l%RIk2M!|K~#jq)n$gH7(}RaD86(J>CA1^MCGml53~K>XU|!
zC+DP{<bPhaFn_1z98lBdhqT4KZrrDi<8bu_FdoYl=y5LgUh%UbofB8d@`yCtdGL=@
zhM<b((c2014*C>7mbaz8xjtRF6RCP|ai*#sKZ~?JWCguoT6!MsnuZ@O&F`2OLTD<9
z&oXdV(}sAW^F-y<9e)z@kvm`#KkuG17GEQmv=x&><AbgYe3zAb5T55u6?x}1-uD^5
z#Sx=?*dgte^w_05GHUl2Q-5XEQrl6s5B{jiDlPIx9;>jA6g&L0Re*J8*>CKd=E2tD
zchK%yKaq~J5Wx(3h|*eXkV1dd&E<t?%0=S?^NhP2xo%&*IDf0>!oq;jM_dgQpc%!3
zO8;Wbcz~|7akz}F=TG3i4efHDdEN-)5s0>;K8RPB-NMN%@K;sjRzX6*5yW-|Q-2K1
z&+#wfKiB`g;Li6e5uOQr>)dR=at&P&37TlS-(j_A05BGgNiEE*c*MPAVJzT04#Q=A
zPr8~I*2cFZn}3xTlC06pDdOF@fhOmDpLQn?7L(!ocQ+wEjO?gl#yIb9GICyIXck#x
z%C<`~owD+7EN+6Ksw5{9mZ9g6Q=u1aDG7S828B$;Tv{)?Y<i7vAfBIEUNQkmUn~KQ
zt^|+;8$bL$GY3gBJ21Uf_DYKZmE4l&vju#y566^?O@FJd=Kk>@sq8X2zIfSxt;WLH
z;n}!;zNXoD5^_c|FF#EtnSJ<>%%kG65&Yj(;Kl&lolKXi*MuJqV|h5_E`E_uCJzJf
zv3T9#ZFV~<E;-Eis<Q*c5VZiSrG&QbyVuIp@)P(B5R~*aD)TZetd^59EeLA{^=^iz
z9HTu%y?>K6lL8k#RMkvtU(WUA#Z9LRxL=R#h^xjDXQ|m6YpU>bmzHZc9-q2EjC!6Y
zfitAJ;XmRVxXE@7AKlq}A~HZ2hfFjM^2^tb>V{1WbU;6@rx2|^3YZ1ev5Rrz`c3(r
zA5T$@h?RZr)4I)fSBZ(WqR0tNS1`8(;=fUoxqmN^azk$3r|d)F_-&t24|>s|790r+
zPQZ!iOZBk(*t@Az+6k*i6@tU5EIunQp*^YGQYOkd)0M}*Gkp;S<6`_^synKrgU=!t
zN0>h^yq6gT8-!11PM&%%!-VGSY2~()GoB{Ild~-A<$^)BG!~&#+(YlkQk^BsI{D{1
zG*!jrt<uFMX~8;{7ETkO6<m-YSX6V*%VEr{P^l`a!{boKf&N%ENIy4bDHUS}Ilo$C
zJAWtd|6jd%_FrfliKYr=Ze(+Ga%Ev{3T19&Z(?c+GBGljuu%ji5IHe13NK7$ZfA68
zATl^KGM7=a2q=HWn{9I&w-LwR^Hbnm<LMa0E}lD{%vh42+9+`)H*w?fi!*hWnMkBc
z9y4}7egBKQBW))V-THc*v3<Nd9Pq>LVzCRrWW6$qY*6F~*QhuqT$6I-6&qIGTij<A
zGRirl630?D2b6QHh{&KI3bFGOa#A{GymE>>;UDJ}1t)(`&`3=31U2N+WWtw8>dA^3
zjgm)QHpyeB*t3;76bBzC<QZ%k4FZU>(0Zq=5iIYOWkx$bC~H01@=;lr<@2O$V5vDP
z8v_~*M%gU9fs`{gPbe^Y8|9T%&Qjr3&Pm6ES1uT|g)d!{UWBMzO6URl?+uHPyz=q|
zg{-`V$S8jr<(;DmMS}by3MagZgbIP{6L=}(tDHp=tb&0w7!nK2=r_a?Tts)#Uhrs;
zA(r5i{2&!#G84!~g=8QtP=+LWgET^dSQtVGseBbxB=nTgcl>}<S$+V6tx=Jo2ezc5
zP525o(NmnTWfg<S*jg217KJzk!2=A&k_;ruz)gRY<w;b@+M+a-T$CSKr649Dwi2Oy
z22)DH3~R}Tq=P|au>yu-G9~G|Rhbz-aFZP{p>vg^h!>L2Ng73$a)wS>EYA?jBPhgh
zuoFhp=xW9@F%jbd&yYTufQmTEvm&kt9heMSj?fsHC~u(-VuBFF2*?VVC=H0Y9S^V-
zX#;<)Q51trXpK_Bw-6n%A(TsKgT?ST$zb3tZ=DPaVG%2bLd4|oqX;O=r!q1)%gd0`
z<iUf<^u>ppT1_7=7RzQbJ>R@(%Kdlq#jlg;(Q<WBuU;99S@U}Oboy+1j2ptuWO`Q5
z8ubcQYX|%CiFJZWaPnG2=(E?+dz5>q9z1_g({nX_vV5^r(-Za0Y~Iv*y}4f0D>f$I
zQ{R3&!Jn^(v7R+_w}r7OY6~ma3sbEwm+Q9!f@GsbH9d$Ut269rbPx<{&9npY3<>2g
zP|uI|U#zOxufvffqYa#_4_RArwv@EP7#A=$VMGvSqcLK(AkOIkmoYwwWzravJqUlM
z1YE;@kZLi%uC4}#ag?=87+V@=wakYHqRB~%bL?rhX1kB(=;-uxc$@WQu)t=WP9z#j
z8X>}16ih+OT(HG(z>*1mWQ>@#gj+p^g}nwF_G7%6-BbgP8W^es8Cwho(;zoChB#Kl
zTw4qWkB<=U3zSlQsMqsq@o+b8>eYXcBS)OdPCTA)m2rGvE<`UnA@1<5j9>}HbY?1?
z2$gQ<DkP|5xmY)=&8(R(7X#X~g|rZ@ZmC3SAs?8^8qyI-Ku@*xe*37df4!)O_kLU~
z2RTL15_oz?+WXNcq}fDai@{`cKu$O^hDE$0SyPW;J?4V=1sLb^>-kl+nm2zRPU~vD
zS=H+y<6W;q+^GnOuyzvv9umrN=NUVwt@ZAMT3=V!!&@(vF(b(u%&4V8&M_7RSqz%^
z5k_>{h5Z!GYJM{yMGQL2+CWEvtV>7ak0WCs8P;9`mkz@r^mZ~Q?8CTT{#HL7GL~^J
zYO|Avi%1D%G8!EuIW4Ob-jsi_A&W^mTQL_gliN8Se>cB;*PIRLNo>?9_#Ft+`Vjs2
zATnUcu&jBBDllNg#evHptfAXMX4O@_xU5YWa?}99Z%G)UN#P(QEC>kVT<bk7WA2f)
zLs{Mke4x3<nqsOw6Xru%eLE-<+f=3=7mALQH3&K}&RrDe&m)d&i*bJ=i>F%>keP4@
z5*MSEWo&VIP|S8Z7BUX@c9OUA^*f;%d`fn<$Uv33F+(OU=tyo%5`sFMthM(jfy;Ws
zAyC*OX3NTP(Ffw&tb?%yjlvx(bZ=MlVVA|IOhsD`=i&Y02pm*yw({_>iU5ZKyS0*b
z1OyF8Xf1qTPJcWVy`6tw!jZu9-bf;*X+Romy<>1@(H1Ql+fF*RZQHhO+sPMpY+D_x
zW81cE+v?n$dtSYIRqs^oKYQ2uvuaiCHRc?1jFItedL)q0oDK)2EM5OQPpfkWAm<W9
z-5`c)Vf}ueCs1js`qTca96CNfchiuSi%Zj(SbCFVt3>y;rTW)to$1{aKx1`7(B<%B
zW~mm8qMIvQ5|<WLvdc>jh48Ek!~ZO=6#Erp3sZdkJH|G_jicTv70?O@HfDO+`J2eA
zY7fNe*R4H0Z6gV(ND;U6DE32w)C!=#KAhL*=KqQ+(Py=(BY)E!Y}dC}Z}8T8HXJWn
zcsJI^quZ%0gwo1LEl7{2Ck-(!yWKi|k8!r!J6VE32WhOVrF4f!TeCqCT(h>WUDVgR
zyl(4QzdmoTys0VZ06ZV5cwC*k>2=lAwp2T;+<3XDrQtPTxHfgJPM)XO(ljf?YPc=Y
zYM8;=y#SFr6H6z5HLBxIL@D6sziTX5jEqPuwRgv(!+5>FlPE<k3ou_{R?5*a7;e87
zrVl<o*6s*!zmMeQEo<~FP5G)fl{hQcT0q_El*~5&vt-iI2TWq7y_RI=(A8FoeS_^x
zYFr$@>NWM#3S{_exN-2ymk3NTWO@`r+zeC$<i0CMFSA&lOx3nJvu2jh!{l5Vtghv{
zg^JF@T%J(gGRZ50-#<#U*}m2PHW<s?6whM+%l!nu(-c+@n~jb>$%}bI{kQocOW#4?
ztoN_Gz2;jH7of3pgacYm=cZbvv^Ar6>_?$vU*9M($m}FwQ&IVLxwnt9&d%8TBnyX9
zgjLjG?{GZ;Rj_@2Y(=+M7YT-(!}0VKM=j#a&@qy0_wiaTjnDSwt~FR@N`tu%*x5!V
zp2oPi`>Yt2d@OH)MHoZ{GjxLb&f7C!`enj<x*Ly51n5rEvvdzHzjpjC6~N{(Yz$f(
zPH!!`t$$A%E)nEJ+D-C_<TqcJxVwCNYm*9wl#M=?ON9fYW;Qdxow4FYAQz4{_8<h>
z^@TzTbHrKO!vNcBbaE0Hg<d0CVKT&UR?ROR)#Bk&Vxk7`M}G8^*y9ChO@CIw&FLZ(
z*fqQh2Nd|NIuSa;62(pn5m{xhm?ghDLx@COq_!@<@i5nLEd7k!ssR}NC1IT$2|LXK
z9a0vAAdTvV&qsCIR#!{-eY7Cd<3d?rne!U4rV0PX8o9!)mCA&VLK&Geb}U)3D-9S+
z;B;)&6M$fyb!MYew_%utWsmqX4Mup1wlHM90{ob`f>YdtQ@L!H@1*SSq+p0g9#O93
zSoy~#NasA?2C@u9^_AZmY?N^P)KC)lZxZAA<6i4Y2XADAh0|n1=rf@7n33B}iCxD;
zFB2m+$;j$tsEq+TWK?xB%ElTF6pCE*%laMOJkaApb<gWdD-l|;;Y}JZTJ!g6Yjtec
z0C$?KsVy%W813fX98p++<<Ld@Wr{UEvlt?o;}g3F6?dk@{c%?to7fH0r6X3Zrq3F_
z*_x+BrihjW7nDU&^Vm+r-tT1b`SQz;iEXE37k};PaN?EOvF(_>umQp4D!ypt)L=3e
zi#5l+d|d?Ybx#U$EarFxMF^U;BvIdbfX-*Kn}CAJ5$aceX{(nfnDC(Kgs={R7cB&g
zIM3SjDUm4xu>iMt#=d0~@W!HZp%=rj7@3n2E;D^l&nuMZGFJuy@P1Y5Q(CTQ?Ectb
zU7G3Xtfa2krqp0x;5aWIy96e#RB!rGFWYCw)Of$6u`>y{C28d?;{qL+>mkS&V26s|
z<(O8;iaxBOIvc4aQJqk8>b9f>H@ND%seGO4`C_?GK*o|$vye26)V~wAekFqpd4zVv
z1DA$JN~A>XsEXi<62v^|jta?G;sqIe9-tE2cvbLf)>gLSH5v-ln0>SfkT5n&6o85d
zEhgVikjzy32Rp)_c<|8k<;s01JbHyF_)Pi*Jo+6fic*T!P1*DQC;jq+SsU*UmhRu_
zQOK&$I+EZujDLu>Aj-4<e|XKplz@y1%EHB&R;PqSopwn8!ilb+=H|8~7SWK!;`E%R
zA)wps{jhzW#zhDs2^+wmmbn4)7u7JzCoP%~ga8na$*okb+w1+HAHfwZ{D=70oj;;L
zJu`N@%d3u`^Xn>{-OK2OM<Xv>jg4o)^<8;lWa)-=nK#Gn;a>Ch=KBtE=X3XVd#=WM
z<+j@k7@(uK?QN3<kercJ9x4?TA<zR&^Vtmk3w|qM2Mq|_!qKcPAD%sBK3i{;bs^Wx
z4Go}I0qe!S0S;BX(`sr!?Tm_)2)0Y~8kilB*UJW-b<7Rf$lX+u&0bk0``nv)3^CjW
zR0Ed!@>wrH2z#e?q`^K|Tmyh#AXczP{HTCN<*?<=_F1`mj>PO#<<!SL?>ca6S6o@5
zGY}0a(oQX>8Ya;nPLD4Y!)E_;f+;?6m<D*jJvDOGS!oQG(DZ`Ig~4)?uH;>6({i>Z
za)a4LL0m79pfg!M8l8rEGE0!=n->>gNOUmas4=A;ze^|fUm>57*aMm58ELgBlzFI#
zn@hZ4MLoC?7!D68U@waQj%YarM^-LTH#d@boMmTQ=2d~dN0p8*7OzKn)pIaeWd{5u
zxEEVZh4cx6H&uW8`9UMB2HaW1%}p}~@g9?%I$CvsmA6)pHi0B$HT%KW!;*84!&&V<
zFS)XjN-;xdm<vj-LJ^v!f}ZRq+>s#0)q2%MIEh5D5*$5~lgD^YkYLUNCI3i#Dg(v-
zA{272q>HeqYVe$>O(mCyCNZeSL<3rYDSj`HS;`bvOEwDCH7Jt`s2e8iXPTGjaFIiD
zQ@hd7CDmt70ONy8RfKI{@oJ$n(8Y<#D98&g7gc8gSO2Nwb~=-L=k|6g23x7ocZX<T
z4JV_Q?bxrVQYnZ$sk{degPD~F84mX9(v{QiwV35vTuw<dVhjEt5veC#8vy-hGu&g4
zhu9F00-d1RElU^D9hO^uMd9o>!~J5zsLwAGJ}^{s3|Xi#3#g)K38$mw3@xjdh@v7l
zDt+fiVrSQQh=Go0WKA#YfMKYr6f-FzP0@h!5U0QbS_wJNvaqu0;3hCzVv}FS3e+L=
zmy@2>)v;I#tv$3^uRe#@;{eQ^9Q`dlRK9LG7PfuQR=2}lJn==b{na%IF5^A!@%;=8
zQXV7l2i7EW{D5iW+}yKp30{mE_ekbvWSHK|6S3r=6k=$lNvc<J>jA=^_@ew#lF4NA
zXe4r%$x_3#&?4*U!-^X!@~uVmkl5Xz=1%#-Q63!s<*DIsq+0L+X27$9G<x~C>tK(S
z&Z}bAZNcAWuX)6!fAl!5fjaR?(}>6$V7x0wLB;o)g9RtF@N<0|E&Lc*#4p8!EUIrH
z?@Ui|+KHv>wS*~&M2_M5U74)3;`0j+{*ePr&Q9A7T(*&c$(QHGjA_~QC8mdQ_mUx1
zeqejR=p*~fK&L9ay?{jKy!lMYd4D1q(0cgsKeiQJ;a|=OS}g~jmk1Bc$?me>koq==
ztc*mOMSrL6=BL>>D0dofGV^NI4Yv%Nxc`}+-ufl@#zxl6$LCXj6-H~;teT}^Gl``O
zLLa)zN*%D*+*H<V^U+%_20VkPy4+Z-*o_2Rx9H>%J+;HuSpn#yim&~FLLt4R*MYB?
z;L8i=-F0BDSdDxSIX>Qxmsz$XlQz{k+eQRpIc#l485%EigBc<8!G6ucJLonXQQ<&F
z`oIP|G5mW^-3z^pa|b^!I&&c+6sGxx!~~L(tBXIM-g2w)pw;O@JeQF}j|V?E#h1+`
z`@onP*In%(Oa{FE4l<L+>=!r0BwK0S)K4G;IREM)m~z~@ZQbWni2%k-aC4}bR_pC1
z<`{$g7J)f7dMOa-eG<4g2DCn8&UaLQf6<M>VJZ&Z^LC`NJ5X0S7yL@t&XuX~*fsG7
z%4R?a_^5-EaNuqM1{Q8?jkefd${IkxMUj()8|6`SDgwy<llJu`<Y(sKK@zN1RW@MB
zKBLH`t$D9j5N;2qDjku)js)Vk@$?FoM}YiNEUL#!A&Q{<TO*R%w{%(2cXRCXyDw8H
zd6E6|;m-6i>TS%~EJ;R@4ie^^myBNWE84SzIsnZDJ>P0e6y83=x`P@(D~9`9JbKx$
zq#r8TVHQAgnPcNA>c-^z8?#Zbu7DPUoKvB!3W8y8T*&RS(tJXUlvm;+uLXYwf~1D-
z*7U+)5=$H=Ex4e*(tD|+eaF?l%m+h&Y;E3(?07j-f6#=JD$48AD_Ubn6|#bza)^YV
z7qT#G5DW8!8T#QGH>l)afOm87-fo%{I2tAsdJmvtEC3NMiB)clqB~}}Rr(|*L6wY@
z)_n}OYO~%~=fWtSEo|-Z%<=c3@=}VqrfhDPE4=w9p8~?;<mn<OV%l(J3gn7f5p=#c
z`yQg2ShnidKIFy29?do)u9flnBx_<^FF(-IaJgiljhf5AN^mjsO|&yNcQe%OUrSxt
zW<`L|rtj&<4xbTMP0W#J`sJ46M0<~&$JG?cZ(@A7J6xp%xxN&CPFn)6@Oyl&cnz)_
z-izk|+NJR{^~HI)-FNhiKMIs|*PCf|XG8nFngq{~(=n3UBq`MfwZBrED%J?Wm__>P
zf%EZWb$mvEJ8ov~w%bP%g6RH8==r(r{(}VA8^P<W)nxGW$}p$P<wG)(74@TAukmh!
zR|d<FzW*ID2mm#Ej=}Ie%V2Z!j`v@QR(!!9zQ3MI4@&PhfVZ{a=gwtZHtvVfj;>dZ
zJpAYu2q946#BLMij~68Iqfbgf+4YXkPbWf&hcPu^UC+Q((MRzH8vnw(j~Uf07>-ZN
zrv$+OFzidEt4>!GY7;&r#0Hnz$}D5U<7YKxE@DG)FeQtnVvq|&Am77t6+WgdGS^tU
zOUKT@ToPkk{CV7g47<mtaZg`_`5MA0`0`s@pL6cXgiLqnNoL0r!hkoAL;q-St24-<
zd^QkfEEieEWmv$pD$ms`nHk?vD*eXo@C8i+<ZXBrj}9#W-7XJJ&{GMFwK{aiD{p8@
zccB<&RXAsC=n<4pmHQ?SWg`20<{7tCxpKRiI2e~jsbVf5tOQ8m;kt20%~EeRcHr@#
zGB>pjRxc2Hg66RZ)7Ol<oj4vbJ~&4!&2k1nUyZeSDM+Ew`&^pkS{JR5d3I3tSxD0X
zyg}|gJFJ>7F0k6gjNZLg7g_3ZP;Q~ftmkCnUVgAJ_zCZeB>#vi3N60BG}D#0`oljK
z^_R;8{c7nY)x~%f2Y)JEv&@tRkm*o5)B9<7wXO>-G)`!+v#twHmKrYPNk3vJ9e(aq
zp3e{vRj~Ysh8YW^#}*BXp84jZ7aUYTdr#OW5-<K><(CaZCCJq9doWPsEaCX3Pr{#w
zna@Ywni%hM5N8Unb(NwboY2a1Y@wmvG_OR13twXB<cH(t2zS#^xu->3zO6($4CTrr
zTU4k3b`>*&in7@?;=B-2XIUBe!6<Bc)hF5M>IQwC6W$Nvw;`9&mKj0;9;ttT#K*46
zOn&JGh%I{k!F#nLq1x7`EF_p3y_1nFn%m}GKc;bKM;?Yk+pAy9<rv9EN4Mb=c{p%N
zCB_n1G)Gai0Vu}uk%Fw5ROp4picvX$^(M&zqps_?rvwYTjhQ>=iu8W8@y|(3F7eTg
zR3_!na126QzDGa8`e(FPV@d=-CC}^%Q|K^yvWGz{gz0<$1t^n*yD706cnAcJfcb;D
zR?!p+@!LbqxsS1|y`Mf9Xr8vPc+=HEljF}c7BIB_4n#V^sEI|cA?}l{;@wZKS{7nA
zag+nMhd~D<?ndd7mhL84zaz&8&>D4ZEtB#sPgy#sf@D_<Pn^k)yxT6I93;}=c7Y8)
z^gN{w_JmZFntbVtE7u3g#3JqI9CB{-Ug6+4{~XPqD}+&}SV)|BsvmgxW?$~RPV78~
z9(qrRxw@*pE|=cg)C-v{$Yzu47)N-c4f7ZjRM-oXcEBlut&W!$0Cng|I^<#*2k>Mp
z?LNh|&K(lCy61_#?1BPL@SnmjhJtAvEKjyENkG1d))7@@jPR!}&?gNOYnFMA;4YOd
zvDUrrqt7{p;q(2g(AHmIJD=H>uAOoeo$W02y!wZ{&?=tFAffzL)bT&Vzhaj%uR~tq
z@VqLIX~Q-Rgk<SHTMz{Ru+-JI^_8{l6+VMBuP~#~?ehS(k1BwYk*}h5B`@x%Elg#w
zRs1%mZf+WRA2In~cI(x6kOYkJUjZ^TQZ%V9`2QwU=rQ{X3Gsd%J)$Uz_6?jd%G_=I
z>jl!tLDH^#Wn#BBoE%!g6_Lr-7criDw}wxna(o&e(HB1h3WmL^xfrv>4py(**5L7%
zNud#4eSK5a=?4L%p&5cPX!gT|j|^3CEvS@FK>j(jxMyDV!18LIDqKo54$=}98G`WK
zZtkew8H?NA!($*afjeUlD?sRC)YW~2-KNdPMOJ}F1y_i&+8jhOr&e?e>j->>j?x&t
zlfc)IJKfp?`|S1Oi(bQgUb8(0huDS;>@%8()K+ps(wGIH#BTAXzjU~t?if$zknI>5
z5nz_%M>9ay12v-MCzVXkOE^(GnbLuecI$@j3^jEg8ZDsM*sx#FAFk>VX7!Tk)>uPY
z)~xX(=9~DKBw6`DY1YrK!|m`@A@p-S)m#Vr-dNkyTX`-8saPQQaeP{VM>wuJ17e~3
zuXjs@kUMeR;dHItgmT(Lmv6&7$2Fps+Oe+_lz9TO{7x6sr0GF$09|BJ1xL?mw;JK<
zH*Ba+cpqQT={bW#5Up#j>Ty_O+pn5I(zBM2ZO9aiK|to0QdvQPdU-*5;i_XEgq!dq
zqI|XSq`eO;V=WyAT0@BT8u#fwxz_&3oJXj8mTHOOmhe4Z&X}#?Vf%3;Mwv=<cy=o3
z`0bG-Es_kg8V+r8fa4-@T-%G-84O<L%lBLZu`VF@?#IP9@9tlM;Zfua^tQLkIQTQ`
zVYh`YOGx2Ih|G?Tcx3`&1$4^AB{QuI0-ZkJwlE0;T`r{+(5+Xdl!q_ARN34Z7%?Cb
zPGGNRYINRflq;JCLnmw%l%BGNR31GaCU+x`RI*S4y=Z?N87}GOX@{6n!og`we7VG_
z75-5jk4$KMgNsmA;{A`JIBo9)4i$`$iJkHPmc;;#|4KDxY8mUp#w!0L7M98Ug_Bt+
zIsIKAW?~514pKz6rbH5vOX+s!|20iSr6Zlfjm5}HNp-*JS(7(r+(8(%V!@zpF;i>R
znLnr?C5>4*MO+Y-KH@+AYMjEr&pCI0aDH;K!i$TlH2ld5CG@-GOuOzeXz)$dG{<%V
zAgqPYe!N#ekl<<9rs-{j#a)QJq@Ob7e#V5s-J~0oKJ#jzgb81h(>5kXp?Hp6R}%bc
zNV{DmweKR1iGSdaA|^idL6C}%*s79pq2Bl*07Y?P?SVieW<@wwG<jmgO?DHm#V|#j
z{C#~jm9^7=0N%SIGl#CNE=c(xdCuevxOV^6&Ha9~E)LC8b`(g+E2vtH(M9+cPHVeF
z`}U6o#3QxciTtEXIFMhe&DnP7Bs&4-nNWxO<Yua{{i@$_jvD<`>>U>@1K*!{8blA1
zW2@9q=>)oZ=DPixZH`JOq}ey5HF<K;)tXe&db+x$`X7oa94<R(&oo@iYbH4WsCFEc
z91OKeJ5%zm#bw)L^=D}KrWf^NO=-Haq~}2e-c8evCuo5-^YN%TJ^xD3o2Ij5AyA9$
zNOZ1RhpS<kVi3qggma+I(Q|IAwG*}qWWR=0<a-L6&CgoP0yua1Lo4P7HI|v%hNWA4
zF1o8wq+?iTuyAe~8BQiOYma{7ZoBgr5ewF2?Jwr3YlgbW?~lv!ODN;o1}<@CsMa@R
z_$5rQbW_}n9<L&slixz$UL9%OT?B(*h3T>Cpcy^zbQ$00Jl)sL2|S<MH=peae&K=v
z*^lkpGhO;~>G%db<8b%=0X-KvF4M8htb1tDKA*Y9&_6~yHqjWfFV|uM$hHbsPXDdm
z&QO@dmMaSm^IaU9TEZ#5zG||+5vw#cdGl@P{tM<+hwKMVwhK<hdZFxAI2O6r;82ik
zS|reCNK-v}0z!&2OHdCK(im?_W<96?d_9*XyWG)DLz|*#er1oiB4_e?8B^0)j2SlQ
z)iL0rr1n9!3U?gB>pqwOn7njN*-tHGd=#b_hp<>oD<{71WMwvzO>nKiLyXqkJZp!1
zIk)uFzlX|I?Z;IraUg>3{A#nk+J*s(#V0A^);dtyw|$2|yd7?ZJYxqnAg`zjtFbVr
z#<iS@mXl({Hs`I4ykc}o!EU#KQoTgWnP%WihE*NG>Q+J5+DS17sQ<dpArHe@;a5pj
z)=X`RXn$MXgC#tP+!RPhdE<?Yq3RiL#u5s|V1bNOI}t}hF6D>^Zh7}=U9;q1BR4bm
z#y*N5zz2qsy%Wjv*32d%gvx|VR&TSdBK{)ovVslITSK&P_7fC-HZ+Nl0}Ni}H5`l0
z&MWg%`YkpS-jQGc;7xaMB8t@tCnuTt5{nCFJXztL$(#J@rzRkhW|C{2Xct|`H=6%~
zQ)g{@VsAh+i%JSV6x$$kFebPqkK=-#h5qg74^~nm)LIktUhX%gIcK34l}bqz>6mLX
zKRRDbmzkH(1Y_2Mmx5fnwH!T|RS3AFLRNU<txNt2kjyXv)MMs#ULl6NimTzgX5)jI
z-ZxNPbLnOGyC5JxRyR_m!xs)(AUB8*r-R4s_+aqD8AhR`wLV77-U&FLa373-sNSWC
z4Ut4g_on+SHpGYY=JOI571yGaO6+?Hru-3X$`#&y&{=DtaN?6i8}()L1Hxhvv!L5W
zGt=wO1M2(@7_48N6(eXHK}!eXGwCI~1@!9-G*G>vINgN>$dr=g0qfF6N`%|QPLdPf
zfu`P*7TdncYod_enE*}B#-oWVIUh<DP;y2cdv=42wn|Wb;t{3u{Z(d4+no{qODO1>
z;Y`VXU<)zDS~qR(4@4J@`qPmG(ng{H25D7^E8qYDfLjC1YFJ-)!}53Co5x%r-utEE
z@=|8<T_pC(#)<|Dhp$bJqt5oZ{w*$h^q;4xso@3!;~RB{0I|1Y#3FwTy^{Mi0b6hN
zOxey%o#6;Pqt>k=(0mLcqlp5g07YAk<M8mYDyGwr>+H60LMK_FNfaUD;e`!5(8fac
zoK>^x%V7|v@tq-%OS|L)Em2PbhtI@83i2o-isslhJ&sPpbovO=TvAWn3Qhb@ngSgt
zd<*zZ`eY=_YiB(&5)kY3`L|m;=L`0H+6?7?TsAEK(HMYnu`v?<ccdXkeJier9SJaF
z5V#nYh|#$U0Y_n{CcjaAox4u%U{}mNNZROY+t;@B`GV&o%YN9p0Yk?AaF>NR6CKeR
zjOis%yX~Oi5eNNZDSA&?y4`$_H31!!L4hLVoa?#K_0sWOCjg&gyG(Slc|+4M{7+m)
zFRq=QVz{LCG1KhdLnZ*);71jB@_evGg3j`qjhtX=xCH`B(h!-=W1!t9;SP^7%=9EY
zEt%~!_;wZMmi~7TVD0@Skt_-x3b5`2tk+QHi{d{~%19=k;Lo_A)Gg9%EcMWYGs{)?
zUQ9ESS0gbeHo#RmYql9}`&qWV%+~scS~%Ym^J_uZPOgfMGyp^wWRa#rM^uEAF-&md
zp7y{ZV7-R@p6#gup#ugY+CJ^huV*P`d+<%I=D!i~6@(H#Nk^2f5}H{)8;WX0Je3Ak
zJtQed_l*PvsmOR+pihDdjn;roCsDsgqSl=7l)r_nBjC0Uyf1%IoMWk9FE%@Kk{BtP
z32<gq5I7bgJpnAYm7$CSgmr>*mFx{kAP;rL>=q~YXq*XwJ4+TFE^6%IKNh(OdL6=1
zh+(NHA}VjxyE`M9M!RZsz>yTIk;2%)r<sp$3O3Cwco}Ob(V8+Cb*+H-GuAbNc_~R_
z>8Gq6U=jmRdl|S@uRQ+3d^@OFOOz>A+V0NAKVo7C2?J`Q0tS>Ay~~5>4uR%-6zO=$
zd1ENr9Prv*pFK{qiV&o&L)V}SkR^%1$f>54w$u>cS!^Un$)lvCAG|oacb(&8tfs}m
zsCbEyQ~>f6$UCRG0xNRCq~Uve4rlHxTjFkzeyl(Y4piqE#Hyil^Xe1I-5%T7>vxMd
z+m7ew;{e-sje;9TsiKyuzROJwmZ+?&urLYG7O$W+>MVoz_Jty%<c{`@4XmJsKKOB?
z#!44n%`)p-_PC_c9T9~@>-g$=NxrN#+;;!Jb*@5{hrDi!!;D|u7&1(dP3TsFcF_)0
z0GDFc{q1RBp1G}%dhu<)rO+9^zvVXhHh1!^3;;{TzaK$gwc)8aHzl*MCz?G2_{}~Z
ze`>;NL39|8>q{&WIOM)<$(y}4+W6yZOgB4wnA>NcIQ01mmRzxSqLIaaOrOsbXUS+Y
zk&yMsV}9ke2u3GH>kY##_NN7`f<rm9;r5W<TS})9(Z%w%1`{Vtk#Fz6h>0uH>qFun
zwekEoO%-nf0OGG*6^G?>$G^jk4G3~b8Y=reO(8pubnPKo-gQV*yYO-yotE$>r=0Gt
zLmcA1fs9xs!_)j3KnT;QhJnS>thqsGfH~7rxk2oJ|F5VB1A&#1kdaWCK~<HRkcE}0
zg^~y42_&su5(K@)=>+&kUBtqcmY@Rj!^W^Nx6Dd{<RgKwF{SN+fuMr0v9yF~fq+B*
zhpS=Y<VY)!0HXq2{RoH;+L8T#Q0Z*gcy$pvLpvU!*nvyC*hX5RO+I2N`1q)6RSo@b
zQI0IY4)(NUDy~`5*1`yJxD@=@-X>>u+}ybndi6ighOI5%SIYU6@P6L$A!`p!GvkzD
ztMp3Grj1&Eg!(4|55T`$rsV}G;c~__9M4y-8kP&43~<1AbEr+n{Bx(c+{z%gY@w^>
z{lL4r4PN@N>WtqSZ;eCBywFxn;1u9?WVyL-d2V!@Gg#Mw7~@O(S|`EGsA}+BeaI-4
zv@yo&`7i!ja?_R}2jb=&bG2JZzdcT`x|L&%(*WcTEU?Vyo86SySY9r$uXP>^@>}Cs
zKub-{%mtJwjBcpgAm26`8JZf=YkM3gM0`bn)l~(a(c%Cl_n=cpyUF8V*!gkuWRtR-
zX_;JTnUo5wG@a$171<)#Y5dY?hDV;QAo2tO>pV$eJcu0XS<N!Gw$Csnl4NUjS;^RE
znab)AGdC(sG+M8XAkn;E^}c#Gl*<U-#PrgPo(3#-3cTKeLWQ;uY?4l*@^J+AAt?zt
zUF+$nwBk<730c1*58yr1O>t#(zYK>0uPEE}WK)_NW^aNHcJZaVut5*Tv!*zciKdU#
ziOTgcP{XhxbtzJ-8m@6h25oV#0Iyn9i{7?<*Hu%?)YGNIrc1t}1WiQ}Tc$vWf%hwW
z%mMIz6m9r3op;0XZLQ95_t%%@4SWQ=+cSnq;NXKdp#=ne4S^yEDZ%J@UPHjgZ^563
zBHjuO__qfc=8Gj6zE1fbejB}K_x>2#A}}Z#{`TYRs(eE<zspmlX8EJbOCf_xl^d20
zhpZW^Ev2Yb*e82qP?|+gE0>?*(@<^~ZU7A2Uz|%gD@}vQLDdI-xOVB2bV5{yd!zDV
zzrD1CQzz*`K&|GcGGG{}k~=#Ob&5q&PRktv3*u}xO_f^mKF0>U^aax0Z7cbdhH--q
zwGi%nrLvwcSKWx=oAyb@)5444;~YamLV{P?>Nzz^4jlMXh))H*pc)`tsw7wURsopX
zJDgs|yu_bBCS1Sxe|P?tr<)DygtJL&;9=&w-Hg~FN4ZONIimpST_*m6)otMXScupc
zdX9;wDl6qeqpO^qTf&*|zT8SQatBPBaCmt=xo7_qIi=pelu_Eau;UMTCNtbuTgLVF
zAoX?iTl=J;`zDeg6^`-tRd@=I4II!eYkw%-o3}~Hdf@8DYw-E$?9@5;t0_Sys<y@6
zypm>vx1FT^^?q5HLr3$ME|OOo>QM{rOxy2=K$ERDD#TSQ`Xql5Ih3v@otyD5qvnIs
ztvvtt@Js%j-NuabTD!GYeCQ#OwaYGqEQ`Yqs`l*`+E;Tc5+sflC()O*9z6hGrTR4c
z6%Oa7ewduy)TVns4bvxJ$Vi7t=Oh@{%NuWpdGMoO&flh$DjYK!`_)e-sCMud*yT6v
z_WpO+hR5%XCT5+tiGvshm7N!|+bF`HTs=Dj>0LVwVB%hPn(Joch7=E-w^-1|3yf7g
z`v|IokB*P2XZsI)maF#S3n&21G#s_OT+)r!)^p%B#?Fc4-npsNA8@l(s-Zu=nanOM
z!6JRHAunkDe7C@05Fo6$qF%+?xugGF8$%NGb=yFw6Mb8SZ!jI!6o*MN`;@JqAHo$y
z59B)iVx~0niHt!{OU|0*!-8g15EkpDQdB2~gb^_7r+2jO%4HG=Rq+9aW`$yZ{Yt8_
zhCE-nlckjPb}JElLqAc#5a%nrGQeC1=$78p#2Q*p!3jx(Gse9bQ7WPz^63j&58(Ow
zR!aQ`eKX?FsyPfct|lPHu|;>8m(sw)uj(YQGSZ^Uu(V!y??xYdGq{LN2xTkRLrGZo
z52KyxaUB2i_!k>P0s^pxc0iNRX<l(GGQu(>yFuXyFQ7pz{PO*4$A|A@e-k$k^=IId
z^D1h9EiOSV_90k~BUpP3UwHRk`~hKun}R0z!!28!eiSLz>aRA@9dh9fva$qLQzRNr
z-f0Qytg#cY$wu<B&A(5Bwkxy(fUj2QZI4X4Qyi(y=LCYU1K{#WWYIe0@4ZIZYJY&v
zBzg(B6}vPSAUYshD&W0UfqktZ<=U4K^%&K9Y_&O_#E$rJqIO-K@*!xvvEU(|frO2b
ze)0#P<>4CpQruooEhwIGz5iMm{*8O5+D`HoXJAh*8^P}rw!6|dH^5z{*kL|<eP81e
z__*v$%hfm>0J!&aY?5<`YM`O2dZP+2?0OVL-a-D28!z~NR5}=UbdXV#_Uo2BTD)?m
zvfw2xYiZ`6mf{pX6(92a)ZBnJgC5|?_cVBjIVF$g%W+K!6U_b;<Oy020$?x@QO_zV
zxCARd42nbS<Zti@*-K~J7%htmeCyC@=PULaYucpM4QLa-)YYV8Lb0M`=7M)<4vZs>
zS&plB2wBW?kKz#mM;g%}%q%Lg9s#nc)&D1t+xki=6CpCyc7FD>IpBK1Py`OWPboWO
z8DHP09onhRS0pl^wF`Ge;Lh<49?$xQ`#+F6$A2#H{|qJb^1?8r<*2|wf-$i$asC&!
zS8K>QY_cPD-PFz&2sR21-TpXhqq)tuTSnrq)6NF}%5PNPR;y0ImC73Y?q<Pt?s8t`
z1cw2oahBvq*qP*==UpS?eY1M9Zt(UpQzhoC^dw81vLiMd`jaYU1fx!sWZOLE_HND@
z+jX^^p-hcue^<HC(vY)ZWq-kV>)x6JSgDs4s4+`euhZ(;==Aa;iv;&2(=w7?-2&F&
zv>58*+50#!C(G|cO@N|Gmx5!+P%={{P`}ZbgerjH@LzTn0bi*pQbUhs0Pvq4h8aEm
z`UL+3%0>2ehq%F-gB6!fIITCX3F9|t>L9_TXYtCYh*~9b>GLcfz&7x3&&;#}<eW*D
zwhV;Br%V^=SqLug$nhZ_fMU0}H?!7Wo$=iK!f9_|bM~?D$kk|r%bG>1S;&=n#Bh&m
zwPKy{!cYC{rY;34bh%D<WjEsFc=y=tkmaAgbqzh3)u3ygugFwH6J+_}$I{$zbpbKk
zxO{em9iq&f^SoG`%ag54Tpi{Fur2X9xu12|@INW_82B{4cZnBg-thl;^K?Lz!y@=)
zZM$*S-Ozdf`j6Fr&8Z*n7T4D+pymo%q_`QPbT;YQNRQf(BDD+&JOiqa+JuyOJORsm
zJZLu`nip$&!5|A;J~uFH!;;dl;BXSne~;`h1sA%qNr#t$Uls2sJ`}t>pmAtcGU0lQ
zNT5|D@n|@P!zO{9PiuX^Zv{6W@)^5a@PHS|l#drA+JCed-=0I3CBuH?_-l^D6_M3D
z8w8_~H$BwXf+>h&w7Ba`7efe7nQWV^;Aw)oZ8|!+T=VuS25%G|cU3Y)egIeoDOwUn
zJG;YDvpyIDHiK;bqehGy(Cq&%XyT7Ox;|BIT;gIXm4PWe8vf8qWtUDbR#q@&dC^gJ
znL?{ks{FwY5n6A9Avh;Hmwl)E+e;G~nKnGg_}$72<@BQ9VmJC~c4U{v>6+3yNb&5b
z3y%qu8UdRTw+x)L!&3zHU_UXxs?+hVHj0(r6UWLBQnOZ>XU4<_;FA4?ua9FSWcP(Z
zG?arr0Lf)j5Y$4d^p7$Y1Q1v7YU~sTKPoKeoDVz#9rBAyYCuIA`~<Ehs(13K1IvdH
zd_A4vH<yK%|NhJSyB?Z^v@L&>N(lCjgvgj`O`a55>-Qf{vjvVhognmjPgy95YRV=O
z64YIBB0p~~HjYeJfFQOA1305%ow1Ep7ANEbxI{O#f#bf#c);*-QRv4|FiPtkW=!8j
z%Y`Mx7Ly@NCg9lNO3yai8*^_MFwFGTW)g=W$HYe3;w-s=oKk+V$>f||VN{apLUnR-
zjy5H)6y#eb@fL1gYE;3?*HxD26o>QDjJiA{+VO?H0h$X7P}8DCKko@2gI&Km=yqes
z;Inh%zF+mV3_A!}fmy$(t0Sbw0?sG}7`nffhS72*9Y-|3wTQ@gpbDS5a<)VK-tk_L
z0Eig>x|!T}wI~d&VYb~HARc!?n92PdY(Op6{5r0pRWK7{S|r*WM#lHK%dac~oX9l}
z|8`Iu7@PS8=q!?R0dW{n%mGI-!5EiF-td>W`9)~qv{UprbyZ;WZ}$G|K(z0InWAi`
zXCNKRQy1^w;co+&S9GR&M?HjEBDo89_|aZm{GtftIQid{7<E?-j0=GoWvI3PASrmA
z|8*jIpAE3?z~yzzhGISr-77TW+;=VBii*Db1$~TJ(97c~jyX0L#udaJ3Y&F~qm}Zf
zVP+c$G7z&vUU1N2<Y9$$D(>(6WBPzBr}bG*Gjsq!17`h?`vOT)91MI~%Qh%y+Li+d
z90&(X*o6Z~%Y_4Irv1;$|GT8+XUPk68tfw|D(H^@<iADGkoHe&eiZ#bE=oF-y_q>Q
zV@`G8>}!9vz$3*_pQxY}wF}M6z3vhh*RN}DxL8CY2WDj{J5Hk{;lo^}eNX&<ySi!4
zE$z_jJ23crjufI7iK<MgZ)B-WswYH-V^}wB)$&6`*9bTOzV>nw2ef1@iHYH((xvQj
zsyKKNy8i$=nkyO_oo>SSc%&2Ke{a!fT*M?ZOOBHQY?pswnA%_@d%9>kgdhniRT~Wn
z+)>cYqtw#zC-m`Kp^`cZZL#OJcW>!`I`!?Q)}*hc8<JueH__1Z`<GPmMSr&!ik^D9
zIhdo<P+=<}J7?7L>wdaC@<&0(9BqCusvway`S<}q467rSebJrdu_jpzKS}HyXo7dQ
zZ6{5#sl*zU8AS9L#nR{b-*&Fyt{UantEhX91^Z0F%(x&)UWrjg&V66YNo7N1fE6bf
zbSnZQpfIAKOD948&O~Bw&X8OjOmmSX#*F^hC79^3tM6=VELOBAJ(&ddtjN>5i@TXn
zuzCOpOG#UT)m_!h;s4aJT*?A3hZe=T|E=!pPu$9s=(}NI*6-9&5HBbZ1@4?lOo)v@
z!(9f6D`@@U=`h5U1^DSoSg7I#|D?|$#63caaNEq+{lPu8(sQ359nY$u?=}*j;Cdp8
zB^DO@<PATFKc&<UWg>}&>6rNm?jg=<o*oAbz)hYg5%l5y7A>2lKwJhY7~u8|V|82{
zK@VA^c7uJWiNm5^M^kOj5b|bf;GZubWL{<ncEv&l7h1G+(@=Zjr%7VBGyfTieTTB@
zgFfMZg3k9z*(Tamax|WKpa7jA3Eq_7!nVsp?ceu%6^=(@JYq2e;y375jt^4gP8I@W
zpfwP4Mm?_<Q}&zWJ%@m~t1s~EUgeL41&9?L<&yF%5fRLDEvD692h;ZoKDm(4VG&^V
zLWl4l&5vDNoEt&hG>pcwZHsHiT|O@pS(8*q(Gk!V=9Lw`Xti;eyxhjEWxTXxM5MIj
z_*OM2)Xzs0UM*ME_)xG>#25QKfP(-k^I-&3i04TGM38wuqkiyJSDlj6B$pE*R<{rR
zr5jO$oGI1|C7}~$=k%HX2tu1YSGpSs#}4BU1sGuWNec;q(kWC;g=7%IxcTw{p4x^d
zbNH~bg1gba`vg@lGX#3L*IrI%WXGvYhpBp}*A<cM7umRxGhFSB+eW#2Tr7ZJk<=aA
zlyz+N{@VIc99Ls9R$|0d`lL2$in~Ls*FmyQX^SlL+)4ME+C)mKAAfc<=kY2m@m_39
z<jr??YD8a}k%X3ELwjiES_tQMt{M}fVvMvG<$Ru+j57B1!G9e8&cJcZl~#EX(8y`#
zjo_1(Go~n?6(+p6bi1=n%De%2S+cJBszT-?Dc97aB{@>0(?98LE~7-D;eP!VQCyFM
zo3dkClElJHi4S#7?mUhaVwtUnxQ>hwUdq>uHf^|azAdq0ilxI!n<aMNu^Bhy2R>K!
z;*c07XBUD{>oiMIq{-C61Y6~TZU*d9PH8h4A6|na-o4=%{iXl-@z?>A?Ur1(l^kwr
zoFjI5@)Z!OCP4Qd?E(6s`g-k(+vK}fJWs7N>l+DQm}(1bck}g99g4<A8$1%m_1g}r
z?h}EJDL{upP2LIP@>Fu^GS>EjEkd;bh?rcZpoj1{FrYQJNs&12_aGA<8|#t<>nXc*
zlRg*OvgqqSM<@m$sgeNA$u#Q8L{nQX{qCx|Qp&t7cGGx6AO_`x_&R#GZM@o(sxRJg
zligOTBHnR<l?e3oy5c_ye>~2P(bNOEXg0AeF<nkYCP)h19))LNRxMYXKGr)rGaCvX
zDC6?YGAYS?#~scaYkM}hryi=#8qhEfcT=fP`rjXqp%rivpkM$1hVkz5`^~3%a$B&9
zKMi)KO!(b|8Kla?45(;YvS==HT_V~giZf>487xUZJNhahhM6*z{PH^oxnD3=&hBk^
zP~NUl9ji=wsp_!I`j?Q(v*LY&Ry;ahby~4Of0coJZfxjVpe$`%ZE)NvDzscF5_WOT
zX_0x7@YU{sodMv38~x`VgWe@pD?dIU>QfJEBh^Nrfn9{Kk<CQ6-KWtS_D~x)({_3*
zs2({NSOv!hCaAGux55pVXrp?bJ|3VaS8hX@FKn38ju49p%w#x)+l;YXU{q)}tx=Re
zghso_gm0T}MeZ<=#iOx75w@6k(9gjyId;|(8!SO<YyxNp481D<adr04gy3|yyN>ke
z;I*1`u8aXnD>d#~=afo!Be%o#!Iq)>bap079`IO}b3UZ?j>$Hk+w_*18Hv<{H}GsS
z7lt&wSH+dQ+spcOIcx>o3mr&jd_ncyzD-#JAqMws?Qfh`tF_{V-5{%>SS3PsnK+Xt
z-68B2V+`<k;dr(#Hn;cry!$FR?C+qau?znt&|gxg^nh+sQhLEh$1Kq%iC<+7XVC_6
z3wp}E$QJ0hVi`GI<WqJ`ZWkjW<n6Iqw`#B^K)_{YEb=6-$RqfMUaS$Mzuuz~_m*Oq
zm%|qrE@(q)PIT&OQrM<zXKKsez!*Xn$Uz0qZweUF{=1t_aV-nS*)$H$0sfm5VoA;Z
z+XQ;G`C4=)(de|eZ7C!+HbD9JlWTerSdBP@<;358OqJvUK7sX=U#7t?wz6fE)KH$n
zr39nw__hbWRY+t<BocSw!EnBEQ4$p~IrRh6Alt5ORT)XEbtXyMxGpWJE;nsCfdD5?
zntH(Up-bxa9GxO3ApJNtR%o_L>v{o)<iVfPuT*>&i6#0d6WhO#uuE>%<zI%{2#zAG
z)+x?Lrr(4WGn)M<2A3Rq66a+#|CrwKoMzAzlriqbM!kKk-Hz;0Wv{&NIR6C&Uh&Nq
zJ;g8C_-0E$@z|B5^sT*pdCX75op?9=@(v(Ljs<n-Lw)$mPP;Uz2D3BtF+*&}!`X)<
zmo43@hbwDmJy_YEh6y18%Fwo6p8qsT!9I>@Rj*83b82qHnDcyy6{&3mH2090^A{#f
zN{F%PA!qeRJS)3DPOXSp-}i1)oLIXDB8?9omN6XnHtSZ1%}ZT`*MdGbAzXqA(E;FC
z6ZMx!KND{bH_Q%|jkxi$43o<zK^E`>1{9qn*iZ@NAd)B$Lp0oPqQ4IB<hMJf>5flT
z(EmI(M#i?DoqY2G576@+zdUSONAnX!5NQT>-8clgq+-3I>>4RW85TIj?PHIob89!e
zQo2%0AixVdDmG=s%E>oOsQL%`Bm@DkBi_|8e#@Y-jxOXXZRH0=Y`7g~_?f0iJ6PF|
z>38RijdQTsCWJA#f8ajkIl)Pq%*Nn>K2jH`I?&ShA4`Dw@8VMguHy~7-~M=sA|rQQ
zlTJmrk@!PnIbD}RxEl?I{^EKl+pu9>rGb(SQv2#U?=Zgp?Cu`)o9MQ)(q{oE!8&BJ
zPq=iLU&Y>Ke4)^Yu%wq94b$*suTJpW)vq6ay}G7ph(FvW0OTVT^pdu#&Y$^}<NxsE
ze#}r)%#K((zV|lpG=IN0G#g<=VujMa9+|f*L20$(h<4QXITZVEc7LyIjDcyuVLPrh
zKuqN=ro@kOzLU2QL0hr9qO=0`i5h}v=iW(0ddI17UZG>+caRB87G!Z87L{D89r@y$
z-DH&oLq{d>*G*jte4y>K^Zo*O>o&j!J|sDQAId*R`+~)xw#Iq2#j##iLcTMo&`6==
z3G1iT!<_pVY8E3N<xw7~z-DND^Q4O7fN>YdkAWMO=wTS{vgCk)*39XEVSsBolgF@_
zAbQ*)-(DITL{y#kIvO(&?sswN2Ks!jddpgo4wpM$T|Mvj+@Chi{g1W=C+q*Gt?~aT
zteKeq%QB=%KY~gEi>4(#f~o-%q@6v2YHHCM>mp~CB%owUnitA(eOQP`A1*q<>0haH
zw#Y{8L3`4MBT-%JZKY6q>&*NM=|RfR<tfubc+^xq!cxmb5^?*3m0yt&wP)u90838o
z57*RJC@2=>{1XP5mhl8C16<c~^aSb#3_Ovh^8z{!c<pvnj~gb2A%setJsguw_V_dP
zK$nV8WW*_ST|gB0ahXbxX745k8n@p^Kwhi9n1z(;J<9~;*{J`W<G}sh?Q&tB*W|x>
z-Z7^l^CKaO2iN0iiila5CQncu><wU9r`sZ{RMR!L*kOUR-4?tdo|F_#7q$7Og2K$s
za+SVH`|}ElL^o=(hTx^LxMA~h7g3x^PZbOhkkf~{&Z@Ub&{ugsB8!HsLn!0x4$&3>
zind7Gdj+MF8sR3<|K&RiUIgn)C>sUiU$}WY^p3oILfNf8QJPlYA4?#jbhO_j$|V<j
zb$f9v;Ctu1@IMac$64;DMp8&Cc>|>dW=~sq1GNL@_>V~)CNO7<);p*<^bfrRoC)<G
z5f59-wggP*50S)`cBcdOpD!FOE(l;2$k?om%>UzzxtJOM+q*i#8jC#`e%dx5dNqcL
zKh@UMU6%?#*p;#!;F4W0#Re@Qt>|DzqlzEGw(8z?pi=&m*#&k-Cs?HQbiTCFlBmf`
zJGf840qE&@yUvltP!7o$J>2*2kvt-1l1jH~Xx*XX2UDg4bbOz6c#z|mNacibj|D&x
zwUHatsNsB;t^(TI>%=Z@PVewgL+ipnXj&%R(8PrFkB-{(YRnANn9CgR{_5IP2a9xp
zMdsZZI8jo6a`Q$6>0LXUI+Aqa^h(8YRhyLz(6U7}u^ZuxOx_`s{W1&k4mN&&%I(=;
zcF@t^=6HKXO@y4cDHlOC+eQ(_wb5yFzjkaWS7>o1Gy`B^v+(h0&V0n@L0Rz)->32i
z-jg#02GlZwyiPH3_ds84<HH<#(&Fgc*n2$)nMY{CLIY@i>jHIR-m6=*2!9^)l?}Ut
zlT*VMN2iZ{^xWmte!fj)_P}f1l0b!t8?732z0-szS8T0J8G-Z|r~&OPX(;9s^?aX`
zB``?d_W(NBzj_?)l67@?<UVMEyBiSoR1^~fxAs(N`RU%5W;mh{FDQ`%f0!v?vsr%S
zeShFAlIiYi#`0g=SC<k6ZgX&N(Y@PGp1<}@q9pRxH@JFeP?Vp=4p~cKXjNE}$uEvZ
zGya99wchR*F)Z_WZ`MEVV|-)}GU#<=CP|b~%L3fiS$KM+@FNo?FBoH!${nOeZAneJ
z(V1a?e^R;QE3)MFtg9{GS&N|m&_>!*8_FT#h|Qn((U)4TW)sm~#UxA(8iTT3>5jLW
zyy$UUl~Q3^H1J-@@>dVQ#9T=De(TMGDMHgXCs5)>-gBbQTKPkwTb$9o6!>RFNY=3^
zq=44=_L27ovvz0T#(G%nQ9C=*#;L6;nFYmiBAlM-gb8613WOzO@VMB-{3ggpND1F-
znA1@najZ7X7R`rS;pq+bk;D+1N9!PcxxdHA(jU6pWu$&g&*X{r+#|T0G7^&?l!I()
zDY41Buhclhq2_{GrS+t;y_rd6+|HERH2^8Q@FZwf*l1N;(c_4IV0Wx+iJI#NqRZpQ
z-*eIx8jH(LtkoC_AV{fql=g$Tcw`Xlaf*&7Ur1w$uwT->vPVQ$&2CHF7u;cQG3=}P
z*C$*?DtOXG^!+6aupfiivdTuwW)M(Db^&Msw@QDJ6iIxOVuZnKScJiP1ncIIIso9w
zPVn&P-tvdp)%dv=zJC|STQpodqz|@N;<z9lEOb2J2j(uQi*E<6C|Qua|02e9H|<&J
zH?t9VI>XuPwKQ0A^PXuZN6$s9%=eC`zLh+l)|eM1)9nQGpCejg2rBB#uFB1V76reP
zDI%Qw4hJ~LmF&H<Fw<qC|Mr6*Nd`>ViJ^!^HV)3zmB%HoV|_ri-uC)URs+u{)C4-=
zQA>E4hx2)+vC|W@cNg~ea(w+mrqy^}epqbP0aDhuiY(#v!F*o#9BHXJYeqOhkB^5G
zNE!6S2DZ)mVUU_SxQ|aMdDGEkG?_LXge-+SIFZ;@iFLY7It3g9cdv<IZ~<r=oo<H^
ziXoLS;6|pyLS=h>APMUfeIFLyb*-*ZMTi}reW<EQBg@<<+|h)n6!w7Q9QGqnvhnZ&
z==y(7lji$JTOR~~wgWQ<de!XCZRTv@)ETNjrL~;AeHysfV&FZ^BKGoAg^e(BKPqq;
z2-HZgA~j-4%&~m!n;fnRZUA(Ol!Ttf(*W#v_f180!;@`9SR^PPdD}UY*U34f!zB@7
zn8qlo92^>(Uj~2gcK7DI7=5D)gajuJu9DtP^Qn^GWX{w?xA_O}<{C_<50AZZZ=o^w
zlX-YNRS-aeX!^#*+XlM3-E&`y&PY7sX*bv*P1!<db!PBx0dl#=8ldr5p~WD$^ZWjw
zu2F|RIYjB>!P-J#Ll5$Z<8TN2pB|cT2s_V_W>T;Fzf6Uz#3<ue171Iw4y*g)=(sJ1
zcgJ^#ylNM*mY$FVg`Z5_%GMR9;FoJxz(tb<Qy6@gyiJ8=>!wbPd#iZx-b>^5vY+8A
zBpDf3Jt|F8;>_5aI{@PZQ*$)skrry21wW&r&c_2AxKL4oDFz6|o1Gf|i+_>a$SC^e
zTOd2uZ0k^Qf0`F)mO;F6e<$nGc25UU6uonbcnuLO^_@Dp4V;3{F7~q`l+?Daifpj~
zs`5A&js|iKatIKG9UdUEhwr!Z$30oegSL$k1UwhYvvauC2T-CVi5p{Jhrv9xt&f5F
zH16P~!DoE0le+@WJ7rZR3ng;Y_%C6LX(#%Yje2~TMSXonGhC2u1d2gs-;9d|$vTrJ
zGm@ESp$|`_E;Kopmcrx8lY?xT1|qj8&`LCcqX-(IMeWL5JT}KJ&TN{6p;0@So&=E{
z-0cHDTwxbC7ywa9Q|$GgU&IIS>JJ1Ti*^n$q?9H#&aRh2!5Y<$ySCxHLEu&NLiR+F
z3sR`I5KlsXDDzZ9AF_YuphsATdc;EsaeuUxxNr{xRV{EAT)!)%YHczJIlw2~?k~9=
zAps3&Nu-7GuX;U9=ZMGB%UIZi?rN&xy&5o7Uwsr=;e7S@KWv>-bY{`Etz+A^ZKvXj
z?WAJc#vj|ZZQC{~wrx9gbN0Ed-G{p$=EG`h&BxV7pJVp%^^)(8!LMmTQN$MH|6c^K
zG5@#f&CL0~)jM^85=;shIhBA4OcnSo)tL&+0^kQ8MJwD$hZKN<0U2p|?;@;(L3wJw
z+^qb?V%GMlGTblD{|4*ZJ<~0{C?Za2txfy4GC4`;m-3id0J3iC1%DBLLQ?Sgmd1NB
z3A6nB<xWy^dFmI(O$7O3+|&R?ZEDAW?~06O8lwz5f71w9jg4k4vPQj=ehF8&(Gn@=
z0}h2AUlcP^LYT(0uQ41gISDq+qXirpsl9ntstYxk4M19+iUFkn<qXyZR-C11M&K?|
zFkI;U#V9PH$njSH5%wMGd>9v%LgU6+oSIN1z%~o6bpOQ3GaghT5hqLVVcwX9>z@ci
z?kFN~YWR=Cec*XG9zt0&Go@1nJGaY`pV4BO+OF5FBQdR4Q!8XfLG$GU!Oh-mhN#eh
zisf`A1yDgAB@+Qbc}a<|j<1oZAObemru=?>09K3+OCne;F+>K6QWhq56H#JbjrK>0
z797+5a?;hH&^K#cXS&!Fzv}l$;ooBt_L9*CdSsv}n-w&%mHoaUQ{;YH@r8mWz1;&g
zbo*AZgz#JWK5P5sVFT*D6#cG3;bm#8mawL|55Se<<;M{jh>21dtcuBC-*r3hv{{*c
zMz+crrcSvP+qSl5<V+p626zNcJdKTYY)Tfk)#hWap+P`PpIJkGF>NJ?VKg?pKs)?;
zv~5TF8&bG^;s!bb3S;KtHdRWn|MIj0-LB3y@SSH!E$&AJb)8=FMRYW5D5c4+rpkc$
z1wh8k3nqvcd~Se0L?X@EXdn<cJ9*o-8VC{$I5>N9rCTz+X2VSv8bT1WBp)RI-ALVi
zig96=Ln$c)VD6ov86zEyZSKH@G&Valy~035waie98H{Q5Z|=eg()ZmLX>o5I*E?~=
zs<mZSC!n1*U*!7Nt8+QGyeRWa-GM;N2w<E4gr_C09i^vUJPVLjfwf&YDrAqUs62r0
zk8aUci#OQl>6Mx4o{1@+q^!AKa7{ZG^;N);b5aWCbGyyb4WcJ#TQqI)4U`OzI38O{
zhl7+xjr-{7avp_jtneEG^6+Rt!#4}|?H}!=bU0Sq=V;Pv<X3?sW&jp!k=@?iCpJ7+
z0>8)q|D*i~XZ#Uhh13x`FuEUE{XhpM3(xYuuC3p!L~Ja~sj~E7^dKxOt={xtL5Qgl
z;$ZNpBpFZ`t)%>5<}j)ICvYh7qznMfA7>T^#{YF@`Bfu}DW$sB_cd*uxngS2@c=(3
zKr4)>8Oj=uCm)*L-@I&=MHWuM)iE-Q5hR?<++>MXhN?EbznzC(RC3;^bSNpNiMMO%
z?9{R}OWEKYuh-PPRAvgMKV3cTY<D%9N)<a3oU?_Bgq7KCdE%P&j~W72IBhhY8^q;b
zG*BrN_glSNw{eU>)H~1Hwe3_DYE%^tb`83hv>-=K;VHlU0TD)u2X?Wv6sw)vd*JHv
zVRy$mc(q9|PF6-;7L|_p$LTsY&G3z6d$=}b15eAp6>k&q?5Vw))<<X-?XhfLS9lhL
zfCG*^>a5OdHZg7LPwW7r0@=JdG{hFyZ><7jLr>48EylpcCM6|iIieOF1utGY0)He(
zIvXIK%y&D=Bd<`i)%be25R*793BVP3nkdYK{8$q>ayFO{NbBNOMa0%iq^0H+&0Tmj
z)_rJr4L&zho<JWs#=J>FB3i8V;~=~YbW|Q<*gP>A8jS9lVv+#8RJ!}*unX?HMQ``%
zJn*d9Z}{nPQ!!2X^~=iMz0P6KtgKnc;)*Rp*sroB5Ebwd*<kV}04gifhtPsgsPlwm
zLd3)SX3$u+-OH7YuT9migmL+P`UNVsv(1XF`DQHSdIWpc4U(8ZpS1u$@~%MBGWr$a
zQO&9Q9fG&bEG$3<sqxBwKi~5D&+q|idhMAMpF~VZV@_ue*Zr%AabfPiHv-?JtOpY4
zIX2#%Vrh_aH3x<E=losb_K&wPz|9Zc12`KJF#aT=r)lpKr_<Np^7{2BC(R&Xdf|Sq
zS=iJ1dO~VMN6}4|7OfOREo8B<>vxiH{4Y_SwL3OAdNM#Uo4ZyF%VKFvV2i_8u$qvY
z?G1j}ufsntJ!?$hxrkt6B{I{=kb5%kfyt62ZL2!VFS1_FhL-dh0pQDe3xw|PeHkvo
zPa4XmJ{1xCr@ka%_zgcpagf8M#A&d(nas0!F%CYr8jGZIZCYx-oA*}6pM2(*%Yxa|
zt$B<D3rYaub|NS({JQoAfTD*_CQjM$^Eh5bYUiW;q;%rkzbv<%=5&-iJTH+RB0`pU
zEYS_p$h9(MjeFd@DXPP+3I$Nre$p@x!oM_h$yQT!Zq9Z3^)7eQ-8#LQ6ZE_3HxagO
zb}45l^X*cC!XD_FjN~R#Q7vnh3gBW*mhd8b#BKn^Xhk-7rfXsd1&15@dFN;#QNr-Q
zKR`B{Nwx;vM%LvdH<}n2vJ&b!WERj5qtq>f;lwIOlL^1REL}tv|MhRo)TH45<44O<
zu(%Al>zy>j14g~S`<7wo+RI$~&Gbt9hJTqO1k;Y3xM|iFa3Uy%`C%XX{{1A28N-z*
zDQ^t;8;Cc;TKSWyY@JbSpiEznjgTK7QZIW_2YJJbRvmRbKWZJ$zo!GFzBk`adp(QJ
zsCP)o56|<C!O8T?w6{~xMUrnci`Y7#6)B4YL*|9JXYL=Y3b5cDTx_c+d0cfpCQxXQ
z8<x$t>In8&)?`9|<VMqnA)&7ti18K?U34Nqq5M-7nc+1v;@0YJcil(Tc?<j$&jGst
zAw;KHun4*{K){oOjyS4CV~POBy;;PTNzxYM=X$=7PFFB=3OwewDe%^^wA&HKA}N%S
z3!R2!^zQ71wvuv%NEw}}gDU%>6>owToR+5m+P`X;m2g^+w&Ne->37$R%q_T4gU&Yq
zQCqhWISM1r5DW5hZjXTX+mt<nc*Oqt;LSb31gw9=2n0{i+8~>R@TJQ|<LdpPr|2c~
z#+jwUq~h}J<uoqTY<s%h3!3_JGkvZo+$k>spQ%O^;xpj|*A%$ouI~!zx5B!O!LDmV
zwbg5CB+=&kA_o-z*%YkT{ym@IbQm5WB7?JexG7?j6l6X~u)`1<jqYu#-kVECN%zQe
zptvBFm^Du%hEp*;>`<3>-^X2UUW%srG-D3*lSz&-0hg5ADo`hQHmwp{hN`N<-cyuE
zg0&LUA*9-NT0^qbh<xkrucHZ;h)eBA#w>+tJr3xs{DOxG)EPL+AA2{9nxR3!UJ0cg
zd791ndAgY<MW}**Cy;P-SEDWp?(xLb)nfsBT!P?wQB*Myn{YP9-58~_aF)y>bR9V@
zcE2J7yx!G}HO9cDCQUFz6@E6-9sC*C#$NcZy0`#PSn*<eaQB;_MXJ(6Ovf>D$|AC2
zncEs~uGZX8QNiRtzb;gWj`|q^{J8_FaYD}ICyve*Cj8rAkic0h?zMDYlu0C^ECCA9
zjD{Ya0_&=yC5aa!Q2SC-VO)umuKWHr%vs%e;QkO=j|lmX&b#N)59y)gGl*ke5LkbS
z!jYVsmEA%UtmmLR9E%Z$T6*0HA^tR2%?w<!nyK=9<Y0<nM`E30$_T~-W+&ret}`q4
z*W)vRAa*}c#mH)Nfy^T*AA&A}vZC-Q2wReD3{dD?^;K_pOBlZ<c`n+AHSyM|zJ+sb
z36?RG6gZOLMRY^8x6V}f6Tie-3UAlPc&$~SApUR^)w)b$@^~f9mn^3_%lRFSg1X3R
zENiYH$^f}&?-Nquj`VB+IMuYvlVgn5e8fO+>BCa{Dm5JwXUQ@aR&RMIGW7I`Jo7}e
z;4FILO;|{)R%!%V9ih6zB)#L)%11CD{lv~4@5AwDUs;*g`1J4u)RMU9<z3|wT2n9`
z%1s<N+dwJ!q>tL=tu*mAbFHq)9C+2I^JKtchgNGvATV4i@~xu)5N<rpbgZJN5IVon
zLD>yi5MAvZ#pOXLjV3tLV<)U>XyqnZH<gpTG{a|@`=Lp)Dan?s(O;?SUOE`&s_8SK
z`|fKTbw&qwQrP0f^25bdAfc`uG*KxQ#|2-mw1jdXswtr@yOVIe3pL&2*y3d1;q)RQ
zj^UMo!uiKQYmtrt0F3_Mts+2b1`%Q~GsJlqKpWIWejY@rqX8f^@#6DJ!0rWxGZWH*
z@;v_p+vihq-RWF|<5Pvr_3H7f(CC7#QBk!#!jXt%hKf8i|6LK<^=?6l<Rl%IY-AP_
zm1X8^m`;aLY((VZlWR(N+||dvq?ldLibz{q_ahJa{g9skMXH?1xL%$$Ij-kHr(m`t
zear+}JWle1V43Bgk<5@(EZBFM&iI`Vc}i_lF4CA-pM=v2;rOt6wK{l&%CB&vjCf!~
zWbhBpY7EXN2Zko8A(nK+nDWvCWY}6ZFMiF4VzHV&XKkXhhs(RVydI2~U4D}&=a+WO
zBGh|#D*}Ol$We~hW8Cj8U<hH-eGQV#k!gI&2yno?_@ije>w)~n8TM*zxgX#&`Q+;O
z_tv&;nt57;on5`G2>)~H(aLARYb9fZo^DYJV+UF|9>Ofj8V4%`$0_4?m^7-Em`+N1
zgB`~?1_+TqsV&DHJtd($7xLq88{0Pu6H-C8^|2a8s;B~TU%UP3t0dzdw}`Z_8@-wz
z7fq{_0pWkqoXpJs130BZVETV}Q#OwOH5H~JD1ku%UTRNUgEI=2UM4ZvRmq42(Sa!p
zuu{+vBdW;O9jc<}lnnr1zT)??Eh5&GxTdsZ=eF6ud~Cn6f6+H7$S|SPv8GsHr@7+D
z4_BqQTOQ*@<6;E$FEp5+b{i>y4L704(0npO$m4oxnX?%hQ!tggfCUQ=783I({{9Q4
z>v1&?07~8MmlFZ;XRjJq`0FQ1T9D7Dyt}Zl&QuIOwBS!&NCcZkEBy&)s;xDlpYnnL
ze;b~bPh1(1f|Eu-$`+7fE=Udv9F)KhFWKC1ify<zABcrDd`=bt-9*Jq?$K1B_&NW$
zu8dgQT?k<=Oa?lDHxNbu5k)keZTwqU$&;8K08hoHPiC+GJN^^_gH=IIn`@vyY#p0T
zf^K!^HH7h13?7$v)_QPNIt^}_GFLM#m%D+O`T4Lf#6hqyU#!po4=ivu?NI2_0%iME
zqGwRBk1PYvTn^};1jVxkbHZU=gcTWL3^xoYKA&209o^+29JnlyG-Tif)tr4vse$_m
z09;p03|>P3hb;`N#vU2w4C+@r9F92{tfd_`#XJg3^hgFuLp)Yo-^HmX1dPY&=&p+$
ze>_$bGqjecI77eXwgEaR(>^j9SygNf4zh9FbRUio@pE(nojI`=gd(m4vU?~v>0F;0
zlpHEy<Zo8|%mHaj{UL2j{U2<_o+i{ZKx-E-3`>Zxc&__o)@vM?SG6uzf0XX+vzE~q
zo?uU!8od+<D+V&Kwp$NCZkTeJ8rZ<oF4u_1yejt|x9p+|j~s0C?@0FRyhzSUq0F=>
z6)$BlgC8)HAhPb}+ptbtlvMXv6xbcnXUV&Y#Zo2-sU;28R}{#PWs1KpV7T57*hXkX
z$m^4D?<ZgNU*K$dn|h4SqvyVw`_7tx;8I{+(`SS^gvJIDlUeci-z_KsMI|S!VBsCN
za)oKc!)rJ+@>Omue@ckmsdZ{t5!((V4t4oeCGJ-c;=sr~BYxC2ajzICH$A7g&G@(b
zJ|z3ECzNN6ewRKO;++*D9OI}uz-+2{i105AoB`;@vmRV1`D-o*kQ4}tUyD4e$NG4q
zs;A`7*dQY}cJ7kwKO5%H#?;GXRe@R@kD--AmwSpefn?cGwz0ep<_vMaLgsi_!HDE8
zaFp;iB_gl+paE!U-DE=P5Fl@sfuRCC$B(3{wnDVq*8sFWSq5<bvV(X906P!ExC_U<
z{)$vQy333>+J=imvOpfyypt58vSM95al{990ag%#YcX4n_N4<VU1<|p_U<vp&gZOX
zc)&+GnHr9*e{iQH2wdU90NfyyU3VYFS>6f_wvg{3%I%ASGfiI~&$Xx<!1+qw9MW=p
zT&M<g6oJ5XzB$knzvvPOU<ny?CPBVJYyz2MH~MnC$S#efpZC~3r&?W5xelZArE^+A
zfW}|Eh$q?MKOHtjf({OY-^<qOdDX+k$S|Th)A-l{tk~Sex@gKP;zFtdQf)u78h$-L
z1KlbnO}Xg`k8h(cT$=2&FbADIH{StYe3l``KbCo(M_w`U%{5sGD3LM${andcJy}7G
zc?^1cD`dpV8h>4O=?2mF&F0bA+nXA5|LX`3=c^-+0^5U_NkHu&OP7d?x$sW#{`p~h
z-mdrGJrAKb=(4HBMS7rjlIpMv?Sip(7oMp}FP3iIA=PxuWTi6~et%X0&eBJ!Meyzw
zx!r=~XsGVJ_<SuRz~ZG0B6OWF67~N62P`tm-OF;EtaX0|G10^Oc7OMR*qi0u%R>uk
z#Rk7&PLusdq4{juc{sl}{(79*OSO0<RgA;%X7uT)&3D}kq~!7o`XfpSBNX&{)$X9F
z;@==rwXEni(mb;-;&=Et+wLQS0=)!v57Zsvr&mYO<DXzPK(X7IYR__g;9~$&eet@L
zVFrKXs`RW(V<&V4`5L>2a%mum7ju{3CJfL#Rbd@O77*rr%LAMVGYEUPZ#E`osyj7*
zmEMVZu13&?fP6^x->X|I3_32KPV=ZBQqoJ8r0phti(vC%9y$na^yY#_|LZxIwOT9m
z<gfy>q$7JZfGBwJ=apvxiuN2T`FTK&ZN(gA2D9n{S8pEP`KH)WkfP4fp$hj=(K$A@
zw|qWc?%p+;_>JEkLVD3e5@bH%Ro=YN;Y_&^bvnTJhZi>CK6EpUzE!j8mEWu*`{-IJ
zO1M(+BwWynm~{$Y>V*VGpw7b<{;Ll{slRr{CgJP};8@a{Y2vvty*ncUVn+~#U?yF&
zlAX+%=hc-sNFN$p45iDJd5x2%TLo4Ey8%{$c0u}}sv1+9Dcw;l=#u!pEqm^DLLuLa
z)fe4{N-++tWW*!t5KP{1b2|WC_cIH2G+O&yC!iTU^d@Lf+vX?8Qvl^!*BM3i$(B&K
z|7)TdV4zoO7U;2<`LUR%V{n>4MAO0gv?<wff|h0b?kre@`_wi-h03invTr?nmY}4G
zS9Jz4_?v-169bhkwtv=``8Fk=_j1ETbAX~VN|wPkNEW~0>C6g0d)}C@6LsrgX)8N&
z3gMWpU>*dhnnLQ{|Bacz9|oxjK*>-|A=9f07)ZJoe}c!}u}g{dUY$CTcAn5q8av)Q
z&C5mXod3$|a`AF@Nz^zo{apUY38u}_anfO;Wkz3AV=m?>OBeZ5lU}G%kzV-cCz!ce
zg;gFR#q#*s(rPl}?Wi=6@#fiAg;l)KY5H<gYI?IeuC)5eg>`A-)#vtHIk>uFmYw1q
zAW-pZLtf+oM7B^clSFh57g#6s(oQSW1<8>8pT>KiH(?Z$FuhR_vLS8MoSUj;qV@%3
z<zk$GKK=p7i?KqngOo7^)V0j&A=6<Bf{5w;_-%~)S;D-V*ChX+Ck5xfxG|e`plh>|
zZd*kyk^~#Kje|A$bm}6SwwMzos1qe$04X+|ro=AOxk{2R_PaB_*lMqp;|UjYf!R#=
z%J!rEGd?GjiGQ~c=m6kE`aHslVYoKGi$*jvtrMGmrCO6W>sq|Wl?R=%%||_l6qXmh
zW|VQhr*B0#Jvi~<&nF=V-yG$qpOCX=j&_=m1LR1CH>*F(Z$tvM)P&?;D6aU?fQZ8a
zsoo>WjOYu#@dz4Ry==t$%pwMeFTQrE#tJ+NGgSl}8A;X&1<Bq%ltRNKdqG730ePCL
zY~!%xexhu6-I!2J3-%tIq5~dk#tDOOvxMTI+PC+$wMs`;vUtZr(r1?Js2EzSn-ZsZ
zufppRRvZP#R&OO9!RilOvk}5vjqFbDL|fj0Za>o}+LE<v+L9(Kf72Y+X;B~2&qHjA
zSv4`%_8c3qFUHqDBRc=Tz++=${x5g$>`ebx;xYaCk$4~Kr&OTG>fUGZ1))D<Pt<WB
zS2(A{S3*_`EhyT~RNNb1FWGx>S{9Wh)Nx?`WAo+&JAB!E++-d<+>j+x7pF>-0VlN+
zc6p8u(Xb3?@&u*SsuZ5J%LKQx+2`|)<EELSr1Gr;<zhDx)~2sH+k;5nPQv8^sh=f-
zYqksk*!uRgA05ef(`%H|&Rv5$Maxw3t)k`%SgYY7cnqK-xSonS%%G`{KX<*i?bC${
zWMEO4{Zmp&?v?1*L>}j~n=!dxukj7;RTNi=ix06b7#J)tt-DpK6TTB&&RP<aT;6F3
zrEN<emns>aBzJ2z<=(~Z^4a)vjD#RA66D(kxYlYUwLDnnV~5vSkKxiyfA-nH*PXli
zFxp_ZM()hq0HK4VZN@Mc9#QR&&?3Jjo=hfD?$N&B`!dG+l>w>+9Eu;*c-A5Tixx@u
z&DL}>>~}0l;aH*~>&ST;57Ze*2S_~Q=c`y8dh{zi3!D90`C`iZIAq1_^UH%m9IbW(
z;FP;Dh`a+=m{2|Z5u{Vx%@5fOL@<UE#Tr+-MU3*YoK5UzGrElR{AinfhemQ6#<xq#
zGfciPUoO4S5!wQoFQr~+#;;TO{r5r~COxv$W?>#!mPhM;8#RkKvEKEQbM$uHFM)tD
zNPVuZl+sf<pK}@`nsT3|;kyyK!Fs$Jkc(s20r~rg&*nBhuod+5H0;;~)B&h?>?>cq
zN|(siWKKNFjPWwQ?MD1T@$zdNj5vj=8#;(mLLneK^Wcin$dt$g1_+wTTs58G%oJFx
z_3(^O+*s}`YChE4-6}gBeEx&dNg~T=1GN*esO;hq3flc%QsbQr3<aH;h1<~#a00v5
z>E<HTCjvXb!^8QwRqQawS6fPvhGuxJb@7G3;$4XauX}s-!tPAilm`?%61*_1nPBE6
zzenKh?bIOpPjJOFZ)F;c#1e|iM8?}Vo$Oan)(W)}NSPMenW>JDP3TR)@is|~Si0f$
zy?J9O2I5tFaJXT~uaG;|mho<WKz7$UWG?w4_jK_~H)iR`XnnOhUpcMX5jcl48MK;u
zGa;pk;*YiWW1Q(0AF#dZuFIl$COQUUu9~L)kdxUp$u@MXx}bcMvfZp{R%+@;x#CQq
zZtdws!d}Y6LwR)MRh5>hL`xxsJSuTmj)FCBA{Q9qkfwt@#ixm+-nm!}AWsCE3Zk7#
ztY(Gc#}?z@ae`{+ekkB1tc6I}#YSQR)2|!UpVGfR4@h*bhg!+h7$FvsFVd2xIf0qP
zwj-sAOoJM4Q_urOg=)+)a3mZk7vY*uGOCO7ySEb)6_Zy4Ml|t^WVg`yTy{g|(y6hf
zlLFIC)n%ga9zo{hX1w|WG#AR<R4;p5HV62K#!~N1LG-=X9p)tTjggY7;-a0d7LX?`
zpyQ3$mWjTb=Do~V+pHj7pLa5{$OeGk2oPpfnBLydf<am$rp!aDH*RUQ7T$}q(qXU6
zxtP5#zxf{sp`%y1R%8^u@3g~hHdmdL(_t#VvC|RFz%}9CGQlPRZXX=8dY1YBZg6R)
zBGIzbPB6>3No({esV^Cgd>GJtvI(ten@3YzgWJCZY7dng4xYlXHIN2@cU-DS#<S`~
zhkT+(EhWzN^H9IiIeU+j4@+^wZgEP#qgASW{c8$mTugCDV`scmoGXm_!M}pBX_Dt=
zD$%DarR-t$84e2pEDOm=QKPS9mYF<NnB_<GtgSl-=VSNJE^nDTa~yW(84e+@jD4p9
zH&E;0NzIjN$8cJCxb+H;7F^|0bw0!y$mvj;cz<jhWy9<4mI01`*D(E7&?jNP#rg#7
zF!mo7=nn;r)n+To<4hLc>G!qiDOo}(*jRjjRr5J8Qyb3!MDq)ixLh+)8T^>R8QL)V
zC%|z}MK(t9$43t>9^O~<l)p=j{!qD2&(R%^3G7qD{Nv39ky<_*cK<dFpyC{g!siSr
zm5p;9z2mIOx{gcC4gOl>df<~RgWDhJeB1#Afci`m%>I|sz{2sL(vV6z0!;8fV=$rG
zhG0Jn{AWS5Y8yfxrDL-H7k3`ZPtV{#A>!E@Td@Zm2tTY4WVq}8esV48Z-xwzEvwem
z=WD+U__<IULbmV(_Z7nOqRY$A7x9P$BeSmTegmd@(RnhlcmbuD)KQbJPm8-}-@9Xc
z#uPqN)jxMfUj~}@Ch_Q1QVmC6zHh|)Z|AWexjS8xf0;4mX;RS8p&Vq?CYOFE%>%@n
z8@p?g?{3Hr+!~UO90+vZOq(Sa*b=g>bEYf@3q6Mm5g<pGC?pfguGER{Sij5ETwa^n
z5`KGGkke=k`Qo;Et=`fYsHW3%N{&qMQAYo3K8MRlND{yAPse3Li@$fif^_k+g{ZcS
z6-A~S%IEhO87$sd>$v$0d0U0+hXtgZh^^LtRy{Y@zi3_mLjG7h?=lX?YQuh|WGsBq
zHK=`&N|f4IcraYdT2`uKss0uywldbV{R;+?2gFH12dZd$HjfY1Mn7KIW0hmRNbQUe
zGe_f{!OGX4-}%1lkyUF?^mNCPbr^NjHKxJ0YIvcBO}p`swT2Bj*-&5G76#bf5Hb)a
zt-cg<gP_EYW9~qcCClLfPfZb*2a_j`Ox~JNrjkn%8xe;=Lz<7z3>wp%X)Mou4<$y0
z1HTVsV+bH}{D_fwCaWe4*1_R`KHH#tm5RbgGKy>5r2Ts0t>c~9Kc#!RxwS^@0Bl~{
zkF9_Z;Qh;9VouN8>RP2)GXUgOaiotG*l|AMi6g>zRi4MXxc$+a9jUiDbD%WDX>u{U
zwq-AwwYKrRh<d76c|NOZahu-i@Yu8)_AKpTdMoD8o`K=CI0TK+LyH<Xzs@tMEZGp+
z)sKnstbTK%tzJUKz4kko(K~R)J+1wle)<*NQ%OuXb<`hMgZyNdX9IwbS#;f(Kxq2z
zI%2NavOPijhyQ3AkVTN1sbRf;X!|v)hwpIP%DHrga8UlQH?Q>OHtuFwPca80?_>N<
zC{6(;nBM5U>lq1CV4IO^EH)Jg9OS;YB1JO3PU-fjM(49#Us5eOW{<}acCT7?3T7-2
zepYir`j6K`4}Ge@V<g~TpWaxmKQGl<R8t#E8U?2bl0GKcJAH3uEG8X7oPy%rG#y!T
zRn=c0$(>rR6I4G*V7Zxw<=AG2M(^9?{9)WGf8qfw7Oh7j=A|64bSR0(d2~4m2|5gi
z$5`bnnlfYKyfDh6vI>oid;L8Db!@@4{+TQAJaP;}m5PU^2w#9mG+2SL*m2&Lkbx4K
zJs&6efeh|nmm8^pZCrK>vIH>NXmv8vuZh3b_7|pV5R-}dwN$+nq@5Vtp<Op>CMe~h
z-2Mgn<yg*!0n^avS;<`;%X!$Tm{oKWeRmfy_n<!ReA7JmAdMA6vVg}yvB9?)?DUd@
ziJxlea#wu;fepYRH59-_gho}D{Mr*k9H_rn>Y4~V8Va0+Axv7MGeFWTFot%9Jg^q^
z^@C4c&rLCSoHTqhAf-V@NA=G!{{z%HbAyZ<IKk<}<-Uyu#B5AGeVnMGA}OI{T*2%4
z?ihY0IZ*hKSJGeQL>gr5xsj!7_Seaq&}d?H9Zegt0R!-WaTKK}_D7LC9HE;c!y2d8
z{hs8LH}})Cm9k+FM1ZZSq^P`}Q8Ys_BIC&U)U`{cx(1}n^-MPP^<AdDUdzSHo}^FU
zY0!k@agfRR%RZeaThxA<TVY+->#tm**Gmm5=s<a|xyaz?I?v`1Ct3V6N_#F-4>Em)
zp*g^TJqxfTnrTHnDfvj`z?Gfu6Mai~%et;yG0273=b5R-7t+Hyt1I(<Ib1ZWm;4w!
zMk$G?Cj7TlPx?LSPQ8z!Z&S6(i7$+tabU*9hcCF3V2)bEp4h%8>toC(^TS<yEMjpB
zSz$uX(*e<0CqLX_TnLirYKcYtz&)KMY~c)B4ir#{RFhviUt@P>E~em^7}WN6`2)$?
zHU^qQJ>GE6N6briiU14l?NlyFNcz^t$P;c4C8C8KowTf<dIkn_3LG(Qmu}vdP~4;%
zQ3e^m=oxgY^&4l1HHD0`S#KPlhWl-Umg3izRwxyuBj(Jyj%(%VPWRJ_<&EzybM+vZ
z8!w<Y*o@LHN%U;xc1>sPYk4=@70qbHEdWJHn~;}8a903Qr}F5=A>jt8h}o&W<P@F#
z_cbg;0)JTQJc62Mb#i`8StzZTTM>DvNEFa5r@DN&T<a;pVgF!4*SDcXd>5-?KCsWn
z%maRxwQ!M;Iw+=nkcsSqcGo*>P=V(S3lhM#KB-dBya;+_mAJu+<Ta1uab$I`uz@W(
zWUG?J_iwqlmaij3M;YjSx!pNY20X?IoZ-sLRv9w{)AeU#y_DPE<t9ZL@YBf;x%qpB
zTb-y<XBg0(B?|Su1g_#)B?;#Zs;)14$HxgSFeB^vXjMmfRLIP`wg++lkK2B$$8JEs
z{2#ia`3=~!T-wkiTn7#Zt1NLHyIP3;ay?6HSBXwBPIu7yUGU#w`(T!iP^>43#~`?K
zBX2Y@mL+L!8&*Sb%UCAUyMb#Ja!7aMqhZo0CujIRMnaKIMYVP!k3v@St-l;+?ComY
zQYpY7|I|10Ec=)VvofS)HPTE5{WAuT(3J5P5ir3Lv&0kvo+`m=EpHEgy&2>NU_l1=
z44b>&va{_ej}^}{sm8ybR%)l(P^;jqJfNlj8{m%9hWxp;dwcalZsQh-)t>d_*F|Gf
zp~=$!LmUeU6}(#*buttKg(**zcgK8TqNE22T8$G<$WTr=qQN(tov;wN6KZPIJF*WG
zEChoo>XcG*2S)M~E;#52<;##a+%3>9hm4Kx!|GDy-v+8}X?}j&6@SeE{AeE;M9}<H
zdr+?r^0%JrI^M(cnc(i=YaihFyc+Xg6bkGAI$|)vq3C{aMxx+Qwm-(0|74`IaWJ(`
zf<x`0q$=qlqks^xwQh>Tgu;NZar`GF9h8lOyH$@A>Vx=a-~VupKv>yQ<Iq58083gw
zqNN2Hu+uwmD&5?tN$DG|65wSX@h1}v9A^{b=Y(6foYLLVNUu(~cG!CZ7n&rRe(_Z7
zah6DyfP-*yz&S|Vxa6B${q6X&G`O|#B2}f4f}z>3hS-UIA~r#;XHmQ$T(&gm`Xq91
z!`f7OZ{Ld{Og4>>%knmt>a+C(cp7o@Hh2Bv=Ny0FUy)o>dlBIG{&?nJ0DcQ7)xu8O
zLNUdG+%k#DUDA?j(Sl9R;44M`QU+gi$-%2w=m8YCO@i>n!pl9e%4y+OqW=1b>6m%3
zvbH&^q~TmW^W9-9tyzcjkp(Cj=@C{w`c^kd5aiVPoNf!o&P#4}uAO%SuIzJd#CkW5
zNP+Wa5=xvN6@cid>3MlPYVvVYU?%^t#?xrd-MgBss9$Yd&vA_-&+^S)?oW9;;9x-F
zNvV<D+`v-}z+dKCrUh4$a3j)J<F)}Ex2MEZM!dTXS}d$ghqD!G<fZe;NAK&hBHFaS
zB`t59q+uk>7%2LdVLsIWEMjBg-`S{3t}31|;EMTdswDk<xuyGOgeB+JyTdB!u{9x;
z>R<!Ja-L^^DBGLZDvDxy=&yETmrCr`^~&%5JQMAq`tXrx*A)I*Ht)}&!Nx(_V23P?
zu19oszV4|jd4C$*0$gL!@oU#78_<?Vs`P1bjPhC^SQtd0&uY*BqW?56S-QP!nQt#|
z2}?G}lx~)(*2rW~Q^KT#=-v%#nWQhYpV*9G)lV-ER8LkviLjsJU{Rz9RDW*l#L<11
zD)pq%Ysw%}OnOwLfr1hoUFYIUMq)ad1=dQN1^#Bk&So>FIF+9}LNn=>GnQ1}f7Qz_
zujo_J1U59?{`SoWFmF}?H8`7w9$L(BV`*f-$`)p%5oad(<Inz1F17I<Njmy$hQ^jF
zYtC2PSPeq)hNF@%+_WSNec$!n?MD<YLHV|41r!jIz+w^`UyFaHnWPtziik+dsztTo
z9#l)Po<TY<ZG%=Uq%F({zm0ik9F3%hf!a6>`yn^MFrk0}M&T>|h2sQZ*Y{6{flN4R
zq{ijp{)||o>%}~|UIEqS{EN6V5NdRCjxqTN=dt2k6?T$%@!QNs;(F;plpt{hHbgh{
z|AW8{mgc#kmTh#}<Z??K4lj*d?L#dj@5mtNu{4_G>O|8@;9N!T@+V@bhVNv&q<W$!
zVhxKHOn=o1@H?e(B|55j4GmM5iG^64R+|L?3|l8?=gzkOR&Kd9Va61A@mq<b<94bj
zAyPry#sy+&N(qdZvOBtbn69%utmhDVPDJK?&dL1pq(ro;TdbL;VqGA67BWm)3Cj>x
zuSU!YqF|;`k(hDF!mrv8uhA;=z%Yb0{8qXB#TEGw5CEYh#8IFNnc+vZEp8B98ZtS~
zr{YR}Nv4;)VdGMU*YeOegQhSs@>vIxE)5R+jU+|?+kG4rBoVtkG_ESe0pZnHjs*UP
zepA2)-ltw3Ob*V$n=v?Ln#vu@sfnfC`AtvGuFCoQlDZJPkvu4Ox_f%-cE{>1-t}!>
z^}}foz#F^111Ui!2nG}vL143lc<O@O#)R~g<O@y@;{&TDai=B0Vj6;xc0uHnw!i!E
zR{l&3CNN&JSDZDDYO}#nVAiQ9E<Td5umG5z%MJa7=Q|C%LKi55rGY?q=y^V+zYEn&
zjjaU?Eu^~|9jm^uBYoJ|v_UHh!9bM7eM&6=@ULO+Ri`L-TWoFgSDk8P{M6E-#55{E
zpLPn8b9(X!SH;(+07H|QGcCmH+-P9L$25qG&{RZ#82J5kW7twg#G4@PtJ=pHs&kp8
zhfzqXO#hm-!`T1jh)*7_I1}ba0SGS%oBISI<mPVzcuPhz$AiX6RtLUi-Rtk<>tnS6
zGSI<MA;cZ*L|kObNP?@`TebOl%?W2C9a#5=B6u~eWLQs0z1iZ>SGoJ&x3XdztN63h
z@*N&Fnmxk8bc_CQ+Z=ORup*KXl0s_(NqC)*y`98$l}w3<rvE8zVCwho4P{wFHxbs=
zi^?PyOkOY?<c%a&q16wMWDwX9$x$T$KycPM?^QaZO+43!@N-@@VU{b%goH6<#Ks$i
zRYNHu@PjC*px)B3?1g$0YBMW8$SQ9Q7tCg`_VKKSR1<sbwIizX#ZI?}a6fUK{Q50l
zT+ue>$50(6U9SO<fVj1UK}^cCw@GkYK5z$qH`SLNn5q(}k_4Inp`=ZRzBPyexP%k>
zPN-?0ez<~H0&RG;kjBy?WGaUA;;Ru}_Y|HF2^)w?qv;za=taLMo#VFT4G&|WA)#<Q
zaL?jnLj{t^vm3F()`_uZ(-7;x9N^CDO~Ko6o6p`<?K8^?*9{2AKx2-Z78XT&r&_@k
zMzg%H!w?%uIKdI9P&FKUqZ?2I8aK%5<`@08rh$pl5FZVHdwGtM1PR)LU!sDMbbQjg
zquR$VTaY48{vmt+Y2s=8Q6nljE~m~~^NuQbqwDm-6muK_ri9h^$KJaL`f<K79Reu{
zjAYBF0Sy?vdSe^>(tS_!Llf+uIfbAEHNxOHpU$RBi}R25PZG-~R(;a}uqFNb_d~KF
zz(Z=OMB$*HVHKVFa2Z;tZJF-U6MJFx;|T*MQ0ax^kVvg3msSOO+#Gn^#{=ExYunOd
zfwdsR>_m<VXA1Q}pa94Fdt6T7D;vSHsOi@jXHZ9!TD<F@so9rw(Jzv@2y_nJ2a5pG
zYq*NS*3)$17aflQdAWBFU<EngAkbsh*g?`0k0QX}{sh4Y=J$6OOF=a~r6%+8VKfiG
z#|CE@^yYAlIcW=?h_Bh@Ovja|*Z1!Zr+tP%gu@F$Oe+~TY>|$UgcCKL6271ORLo$u
zCai40)zWT{3uY8C9e3|D$|NlBnwK}zQe`6+)ypUb6Jbl81Tq{2XbouOo=gg-rh(Xb
z?{sWJ`bLqn#O0ax=R}XTjNkG|Ki3dIdOve;H}C*i6sBwxU<RnQwM8z(kZAnrRw=C3
z7x~`V``x#M;7yF%QSKfCV4MHKP3+Y{B(AiA_GdN2y2V-*c*(@<1dm^LxW3qRbmfDK
zZVBPNiNZKG5Okja_ygD!FF+{M`E~&sOW+w@Mc0ZOrKiSH87nr@rF608UKAMGXgD!#
z-=k-3e~t@*QrU4(zAQ*kn}Kaa#9fyzpHy@;Iujj24d|#Sr)bL0$xmkQz#`;J=M|wc
zi54UJl?qF>b((9}IT!bX{7q4yp@YGq;v(tKhn<yedLADD^G4cN6MJ*9xYj0|tL`<7
zSM5Db;>K(Zj2D3)os|_Al<nu1n%M^*Dhbt>dr}UH>b+coK$QoV%N@Q|Bi|!u7+YN0
zcv)X><$N#BaU>`uOjX53Baqj*?V?Axi%IBH%P|}S7?<@Hrxh9oYJssb<ma<gV+G)7
z?XX(5%c#o$y}K)ww{<9QcLW|<>4OXEIi;2lgP`Qqwdj!QL*rQYJFtM0J8$WB_iC7A
zZ+UjSG|L4%1otWVln8KRs1sPsfdpCxX&N3t9G?B=PM{y6LO^G~0sh7~2G2T-z0<`y
z6e}0HM-=1z>Mvo~9JbhltH>Bns)syQ9xQ#>@Ks%a?YsZP`s(J>v_}Nz5{8e^!y)j(
zk&X!U!~Hg#u)hupGi-;2XY0tqF_Sgzij~#Zs(e}Tr|_aQr1u=^Hn#_BfzHJ@8D26N
z(d}18j~D|`khovPjE>JOc!QWXQcKba;wH{43w}rSZ5@bX{gJ=QWe(Cd+{D*BhuSY4
z_o5fT%oFI*>si47R^rZ(g9bUoy&9^-mW848bQzHMUt+Hqp*ME|Pd8hb-Jh&5*F`7G
z0?Z$z41=Qss4`LMC5lbedSC0f0W6Q$0A;!;GyYRozqDFbSMd9mgdnasSk;R1#w??m
zf6lx;e)leg;uH(Zs;O-FVaeJE<Mi5uALB28T4@FSM?CVVmQNF;&g*#%jlPTodTKrz
zM`(l7Xw1JDsWq^ZiBWT@nd74+fp?>s@fG5R=B3zl1q7H9%f>XXRDmJyx2kNpgT0&k
z)OBPW#%D2MR`odOi?wvSBropJMbhAZz+mSH2Vh+3{T+4iLUPtO7hiL_(S3Z3D2;po
zt)q6y4oWZSyS4YMyJtPouapov#_m0Ho}IyeLTHPJGk@;~-clrcD$ZjM2#+B4ygo(q
z9v?<!=EFQ}eBq>SJ{1vNAX^?Gk#4mdf`u=??X_Pg-0#%||8idQgvK^X3F2iO3eg9h
zMQrdIvk&=pP?8itEGS|M5qz^<LnYY*;zFyPNA?UD*$9CnCrdlajl$jbqG_fnv3S(t
z`kie}cCxaXBH&uADUvX7yrq}CJFOKEbf@=9u!j4ZL!9ez<Aw`ATubZ#q+BZmqWKm>
zF7B<ZIeAV=F$hH>gI~ur4?(&};D#}ts%UkL8Ry?*Fd61uWT=&gP-7$0v~m#uPRz$C
z$(3KRL&BtpC|Ugh#N#ohqfrBUVC2?x^~Aq{IlK%4WcRXJIvS)BPC?(|Px>S-bQ0%W
z8XSaevQaF>_xCYsImq<iE3r52dJC9)eH`7mPdl3UIj#)LW4bT<SZ+44vfPEBk&Ks&
zUfQicJX!H3mZSS_gYg&mk795nJ0NUecf!C=LSlkjfA~em@U}P|$f32YMdBngf_F>D
zK(8#Qdy%O*gV~_~-!J<YJv3r&ivMyn{Lhpz8VDQf|MsF?)NNunIN-i>^b9sBA;VO=
zU&(1)LDy~Y*9|~94z)WGJ47WHM_f%mGCBbQN=f*<F7|!lDO3?8guhhWox|K8KlZ;&
z?~VhhNcz){wL~+0nlKdO(Pb*>)-MZY>opkvZFze>5KE7030suF!2j-2T1hh@S-Dg1
zygDCQ<G2JU9`I{UIOe=)Z!`P^LK!KiFIaWTh+d|U)F^P#p%$zBS(dJQ#s9bVSB=ZH
zEn$Rr0h>?1e~|q;de<M%D-NnUP1j7ZfJ}NNg759*#3W&y&bMH%G-yQDsAVT@L#O99
zs<-vJvJ#<kCb{KG#)BeT9EX66GT&MCqpsm(Ir|)Nu4q4F&?u<apDRk0Qtat@`ljOM
z-nUS}R^#dIuEBnNw(lC7b%%DeoTHdhS?yzRJlq@`VA8!bY?m1fw7`cFABTOQB~GKB
zS5s)y{%S{@HfBOBX+pMOxSDQ0eoqpcAk13s^vC<5esR9`Y2WVkqL91ng_69mkS{^W
zCGf}e4;ILJHbJ<#*Ipkt&>Xg62TiPeX`-)Q#4r5a1uiHAgyaCbD%iHPg`6Pl^wB|_
zA4n8`=m7GAMiyiB!LfM8T(vRZ8*g$IH`D>Yji|SZ5J8DB1p3s$)2~4d=A1Xoa72u0
zw*tj7$@g3+S=WKhYoqo{NnxnrRie+bb|C_24*RtS+DKf-l#sxS8ZepjZZui9ID1Rx
zVa5^Ir~mP2z3JjFQ-<+yfajia5tkm=6|LC!ly^Fkd0x*$QHw~cs%+!WtRAi^^6<XX
z9+NmyW!!5!DS=VKZ_(tv6CKuGd{KuasPChqr*1p1;8Ko0KDRPLFt0>%P7HuNAc6y|
z;L&eOqtHdGW#~gI3<A+;64-ebew<itw0q1+X0!0?&v>_*d~MATQ^}?)6sXfxTjc*;
z5C7N?l}1tW9|P|dI!9MYVDJo$0mYdufnOr^7d6;RJ{GyNxmXzgi!Y8r&Jj%?a;lBn
zlF<)Sj)39X;u7t_vsPEn_^YqMjsyUBQ_xd$D#zaiE7qSmS+LS0WN^RfFZ${Ei4q~P
zBT4ijPJw|K3`&ACop=t|Y3Rg>$*1fT=)M~v`-HqJ*5@SU<_4Yfpv-L)|9h;-y9H&K
z7tY03>C@PEr{ryOepZ1-dTfhN<X~7}NA(0km|vl9Bg(MiuVbmh(gIvt*X;nzHhE*<
zBf5sd_7;)q$&#u22}<2YglPD{Oc=07OZeopS2Xtf`L<CK-ypV5SVq?o7m_l&<n<wd
z*WK8Hw_L;u&Zgllqj~W{ON6tz(t1n-Inr$R1;vYkK26T%11yU-RJRS?OQT|%N}yBW
zcj4?R8-AQfF?p2V3T66)Q!juZGP76l%@aa*h2|z3vsQQ<mdC04OZdsuLf&A|7g?R>
z<1X>0dZ$uUS@rxKwMXb2jz+%oSQ(c~R*1sNU3037@5qt9WzR)UHXW*i2Z`U0=GcHP
zcKtdb_!$E{R`jlii;eAgTIXF-LCBYdT~anzr(;V{{xsxjWy_?DCIi5J>*Ft@5-hKC
z6@Tqf2^FI(5pmX8e+&oUBu@~lDa@LCdRP~DM4f(T2t-{f&FhVJ4F7bN6vK@@Jkl_E
zGVSIX5$I_2HCfb*6oJ)*0CWp?`rg2~V(_*X5by;o_v_xjVDaQqk0s)CyO<%M;`{mQ
zPmCS{W;`;xd24I>_@{vGvjH}K*Uxl%h2Aqh!MlwUFmUl3*p8Ia!gM$}M(R>{v;r5K
zJiWH5<5Lzh8u?l&%{=L0%91phBh~OoZs}WF0>aer_OV)jj8L;ZESB^rT-deQyy})m
z*;_E+41icd?6^~SX3jgoE@s){q3rJfVocW?JiNTTgb+R5??n<&FeY=9?!EYuQ4@+U
zMKQdryQsiTqsldP%1`e%!UT=_vs7_0sQ=)}MN^$LfBJdcsd<`E0if(mO#j=_V`pMc
zy~BaVKw%+b{|_)i35HS9hWY1#wbeum$`SbIQ<l_xd}ve<W~Nj>Q5cQ??5&4@;c0Es
zgiZua$$&x!`MI0?c}15hPYOf-|K1PjL-BK`<`hAp0W-JuV?q7!&VT6UKi~>95N5X4
zrXr|d1Yp+x^a;UOn7O(Chf6^N*mBxvLk7I)_0K>0XGB2#lHAvFDY3|qTkvX+G~2Xb
zKx`6~wiZ>wpyqwM>4fzop%!XjkYx2G5@m43{J7f~&VZ=&gZS6x;p6piUX23$KXAW*
zjZi-)*|tNW0+fPa7~9nT&|97E9o02c9BAT!ci>zW?;TT{`KIB5kJ}!AuX!mSd~PWp
zbfeC%FZYk@CGC``RVz7^<N)WvGz+qhe7RgFd4&YTc2T7UB9yE#6^-A$-zGTB$z`_=
zIMg)*0^-l<{6{8VN&kMM`($JOqpw)1qMzupXmqrqK7MB2TV$9hu%u}8-ayOj$Y7PC
zwl*!JC_`cX31k#!X<bA3;Q}CbzI*iak!Lz=KHbmAZjpQ)RDCr}pCnEjw|MBzyjjNs
zDArC2(peMI2s1AURu~<<|Crivv;g-IBX(9zRhL!SxVf?mY0G$LRFJkrdMX14j$Dd_
zm<~!ralaZv6EmmF_VsmQRQVv;Yg*K6$E0Ip6J~t*95@f}0I(bZ+3AF&ge>mrcKv2l
z_P-!g|FRYE6&SL7xMvdz#@C}gKp-x8owB|Uq|HPOM_Y{{CGp&azmXn_!zr2SP059g
z>$Es#GV@G!S=PFIPVd;+VL{~q!(yoiS>j6&6O{*uc|5p_1W74NGihYVZ?%LW6BjEo
z%ib+i0#c$N?9MX*db_og?K$g`;hxM8oQF`Hf^kK7Sf$TXc9Ba2L_`T%!S9rWXk|%c
zQ7#g<E7V4G-ol^u%kcprnRuIZBkZhgfwK+2Nu;4u2F*5B<zHS8B6V8L#U_i(E-Mj$
zcT*Ggc9zAG*AV5b8{NFC>>Mt9mJg*VdmBm>tii;tu?DLE?GOgu7zSA=Ikz)pd6e?N
zlC%nbly~ic2c;(<)kDN1Jdu0aKy|7;jW>7rpt@=dsif^Z6ba9HaA_yQwvtM#r)3je
z;E~9qu?W!MNk~v=;;#=X^-Q6EcX{h6k_ZiVDVf+J2RjWXvU-B&G4ph-5@Hf7bWU0>
zt><NSy9+n~k;OMbmMSi7oOsY+V&ceeX;3JUZG{p(e7kJ#_8F}UDnW1Ev8b;eWe9yq
zE89^;mx4#l&cc61-OzgFJn%3on^*qE4Qa*F(VM)Q#{S-xou8xCUYf5Wh&HO@<84#P
zV$I{>AmX>`!w(t$i;EU;o0Dk6IYjOR!cd<C2<Dat;6wwFPz8TehQuk0GC`VR7p3==
zjQsK~%zB?0MJ0I>LS!P#VzMe^*?5192Ps2*2a-2!7g*%&tV2flHJw{mc+QfOcf$o#
zLhQ+5U$-WjO9P5Ho9u&l)_#pL;8=Nu8dpx$xLohbf-=Q+n4=y&-nmR%u4t}Dzg`e1
z@QWu1;5TI$056x{wI?D<=S6ZfMfv+UvE+^qN%2@-m<A#$ZMFeug_%r)1p=-L0!!k>
ze2UTaYa9fS+=<abT|Iq{5ivM10@c?|9h@6r`&65`3;HS;Y!|U)nHWm~-9uD(9cAV!
za*$b3==02F%E<%D7ZQHv-KM9HJpeXMH{L@7AX1R}Al0k6H&?uIeJi*+jfp+}MCdn>
zWdy2ro-#^wpz}BN7kLB?7!Ge<>7Ly|CP%R+3P6)hti69rBYgkdo$bzrPqjRBC^Mr*
zQ>B9ganb^UgGnt9B`CLZYl|cEub5zm5R3Yn42@;e7!W^Q4D-YD<|rbMLo!vcMePa&
zsEsvo8~Gqk{ly}gT>1!J-~|_R7T)SdvDK>Pa;eyQlPi^k`;DXEBQKI|Iozk~m!tsD
z*teBSrX(Pdv`2R+;O+jt+JhJY%_ad`7VRK&GPV>P5jqxn;(o}E$tR0Jgc!LRkjmjU
z#nD4m`yA6Us*{8s@`z>EWpG_n^m*0*03{*+b;pL;7y}Z|BfoX#U+UvOdHO~b<%vY?
z{Z`0vmY<j{WAv=+!tI~7m=5+!wl-JyXmfmAQWOp^)WF+2&%>)R1b6~dB71EwscvTt
z6m@}6G;<*)Zs^!#_IA{lQFhcI={tg6StK_HU!~Ue3HHkZ?8zadBK_~&1_ZwWOIYq`
z@qe(6h!PEbbOJ6Wp&5GR1Ej|;!9IM7hhn8}H2}GA>KucKl`MSNX0M9$5ql-%sJAG=
z_rwfKB<6@N-t8FVK&cAB+<n}lFRINFda99+H%#B0IMHuWuKN@a^MN1;4?Tnt(J(bf
zY}g@19Z}ITog~j)Go9S04*kl2|HIZhM@Q22ZKKh|wrx8d+qP{xnXqHqGjTGpZQGgH
z&cw#VIl1rWdCzygv)+Gt)vmpJS5>d>u3gvf0`ea%K2TDtH&Z{VZcw}7j2}r5xDdzn
zXcu}<L^C+(%Gikb%+mNAq9YDz3F0);`KVnHD5tjG6OO|XR9D|Yf5PyyuihSJ`1I%R
z90JmIX8d_>FPz~MMCO(8N3ixXf{9F4x3it_Eyn2(2d;;W4cly?wveW-!tFr6ElsYd
z0hjTztO%%#>UK9Zy`eyB`H<adTN5|0y-f$(Wob9!&}z@Je_*aCs&D?ue$hUo^tJtK
zvw)h_b=HUIwb7F?W@37z8lXU~A&FMr)uytI<q<+no*=kVa-rf>x1PBq=BX*r3jFKo
zD1A|ckrRBD1F1&C`HWIhF&!9k+K4p20~{<L^YoaU)gm!pVrM&;8epBF<t0v<4l7X-
z3Wi2uxR6jbATQKH$5z(&aX;#cPEs35*ewVDjg?tT$5^oU>4efnI@T4l6XGmrljYMU
z1gt_LPvznckQEdV)V0d1Sd4rk$dbz$nlp!{movJQMVoL~uo27%<m1yvGPp1N4*YIy
zamkNoUWzLF&H2*9g2CftpCH~R#yokfOsap`y~9H~>@z~@5HN=5ysg(Aay$<)Y~_D*
zTfh$k{)(w>K0o+l@Xv4oV~Y=0;P2gT9P(IKM6uc9+$z{l>3JllcjAmu@G(x^yi~zm
zpj2hckn+%uAB9bCw|u78QJ)aE5x1>nT;3gK2{5yA{AC+_du>3gMjl5D5}E5mnzpg)
z6TJ9>`hQV$v2$_#$Fs|%^J|gCnI7K>ZTBC~t}ihl8=wWf3z{D7%lr7B#ZL>10N7W}
zl!N_0j$It=TrKx&&|Jje>|fQ=FIgBH7#rZ93__Z(s;Rx>Iso;f+OW@Yc~2=y)aA*A
z8q+FSe!b&@G9A5T74tohr+vYvEW6=Q{ICBzKiO*RA)s!)9TGE=AqiIn$ujJY(g!U?
zc}q;3aqnkJEaCEoA3fb;WhWc$uhJyV-;i$7L&$0}v^Xa`8!(|Qc~Zwdg%P9q#u(a@
z4_cW(yHQ%x-m(6z{N18HD{^ZH@%p5{c@HQ?zAA%hut+?6#LTnMtl2F5;?a;Gcwj7+
z=8?>(@VE-Nzvy-O__WwN+3|7fU9PRjD`VtWjLgVsGeO3|$#G%eOtM3cz7O+o2h&WB
zCk}i7@=&zR^%y|0B-yoaF=Hn~<F&al<0J}!dgPOFzw|l?jXLOg<BpL5=b`(UPJZYX
z7LzjMJ`hplKIo&;wJ>bN;Jw3@<ZPih{kPO~R9=Ka&*W_8Bexj~s3zpm<gDa2<{Hyc
z1R2xALc=+*oFR}#wKq}VW+RY;BvRmR!WIFV__3nk*;Y5=899OBk-tdDG7<`7jIy(U
za=Q&1sMssI#B^GDN)W|pIfRu`#8h9`#fQ5BYx>X&2F{1{+gO;Ho%~!x3k@|hC?Dnb
zUiT=MP8y`!yan-~9D9MCg1DuA#aLoKb<Bv^Ir2>X9I^udqmVfuC~B-NC|`|55+^V%
z*)F|aCP*oTmU|R*ye!F=1yKxkRy+*I`HL7S6tejESKt6j@_GNh+lm&SpH7P7M{BkE
zvmHAwm$(<_>ulqDZdl<b`r+NpK|xOE*LUZS-*dgMI$@sZG5Vo3ztsXSbzK?*q$!6u
z3d<Qh1N7h;IoKxK!+ja;jM}rwn?>cg=z|rroz445C2pcurT<fY?`I2mppiSU7>{_R
zI}GrMM2=%GW~(~qG8);ql42w!ii~G8dugN<WaJcq1>g%rFeU<&UeG)BE}cdc?$$3a
z{Lqm%p@cs`TLyprd+owm_K?@^5VoHfH(`ZHVw0s)sG#okai*)~$IXCCPdHUwy|pbJ
zR(PDniM@`I?Fw2DYbaha9()5_{O;nRk6;rzzcQDrCa<a}kum!KeB0;**p@@0Hxtl|
z7v7Xwuew8I3bD9_NS<Tt{+i)6a>)?|)L*-d(eqq$tTOTJS=@Gl51bw$^%2k`V|nhl
z3>r=GIvE!GP(Lc?$PEWK;EF&#4v?vLmkDy6`WZSZluxwxI!Ma%+Y|$@e-#jx6cEhc
z*s+$DRMFXo8!TfDoIXD_*gQnCwZLZOwbAr2)$WX}mLOfX6Ff+B^hG)8UTCC0UrlM8
z{w71Kv&`O6;QZYN!h`)gd)B<90pOn7*y6>jW9c^dvOcR4#L~EKER<J>U@vW}Ez4Z5
zn|ev(px86yK(2FK4q*YbZNi2^+WoCFB;IL;2}e9#=QZ^MIaNUL<2rMN0rdV<HO1)I
z-yI5r{mm$Ot)Zvr(T?cXqjS}or-v7;94ZB@N@BF0BM3rfMSHAp$2ZFT=+(TO#y%@v
z7v{1G3qI@MxlB;4Em4#du~LHR8*xXFi5@yb0(`!j;)ib%+7jD9rW+yhjsuo0Ig6%^
zfaTs8jq}6bH%v!8Id2c<eh)sI@KEX{h~W=z%s2*~8GlCJM}8amvf%5N-@0=E2!Q1h
z(I}HR3dK`>BQ{`>Sci&>ouVmGx9Pj$cgjzug-++)f@vA{ho;`!o;4^D-tP-GZ|NN*
z{`sR-m(@PaCty3kt>i<~Dt(=YKLY(;Cz*(vybf}7kCG*)L%-TT0Qho?H<fKU9P!bT
zJDEHJsz=an9NYv8f|iTFo^yj3TfASiBNT49-|%j+2Y*aw$ffn`ntlX*j?fi!C8|(0
z<yI&@=tLT*r_XD!iac~Kx;=<Zj-p93mQHmT6(PfR+LTuScXw8gQDJTK*5?C{dEf!`
z%A4*vy&uA&6=&%W*SBO2Dj{(k4<*1dc<0=i@YQyQCyIWP%KKOI3g|sx-q_+%wWN_2
z)S1<Hb=iW)p&!IB_2RIcSEP_&9StkRrR!5Vb4humuM3nf_9A(W9RYG+brF@QI8kvz
zhZIH<v=+g@r@U(;_C3-S`$K0Rvyes_GWMcaw}aq689h-Bj)6=1&T~<BBHa=!Rk0%u
zq)qE_&?YV?nS0d^Cpq9zC&Gx-_AWxsmjR?xH6H%%cNMvY15v>*lzz=}KNFhB1eb9l
zn-L;RkyXNo*J?GgOB#?=Co$BA4Ls9b+pvwav(ce|jp*h(QSQ?w)rn}s-#zCZ-tG}@
z5M7OHMMMUf048%;7az{ZV#Jmt5*Nr%uXc??WpyqO4nP3wK@hT2U@*-Y{X_Fr+<r4r
z!cT~AB}I(Xad{j}mGVyOT3ekqURYjhkP{tpobkKhQV1g#R{5hUt{YKHl-Zje*m)^D
zee`xfaX4TT<At`QO(N+tf)k3mby^ZtNIgoh`L1mcRN#a}UQ^BBQ4YBU_wtFkFyf8T
zpC(2N?z$_V0t1<pqO?ve`M5JM#4L`We#cu;?u}c~Rl!lDLwSGd8u@@<DI1Cbzlt|x
z16D#fU=q-O`oPSZ<mH0YNgF1Dbb0%^dHDMR6~V|CFQCYU1Q;lU@Y8N{#ixxl?tW%l
z!fy#sn`#XN2`Ucv9$>bEyebhxxNjUHG74ex-r@it(~>ybWC`gJ>zi=8%_<J^4L338
zo0*aDIwj)Ib6{6t3HqeM+_y~N+TVxHJj0IpGkr88{9C5F2s$TTIX*B8$1XLlryqrZ
zeH|S9g=2A!I8$D=IUU)qnilFCi`i?MiknUAte$kuSJ_KA>*Df%hgZBCOzf~yce?8y
zJcd@Lp)_KuJPnQQkUl=*=UW7~E$zBK9Tq9e7F!L}M>n+X*EG9Mb{C7UbZlKH`A1zV
z6OVF7U7u!aI7o2Ug{wttL4@fuLhYx32^I?|8nfI>_?Odei1Ubd3}?hHz~DgB*Jh&{
z?9pDu{s`$G74O1OZ$+g62sqq3{M^@$`^x-N4&hR@_EdtWTEx4R6t`PYN&fVG!`3V-
z<c{Qr>9Bxo?q83Kiin+<((l{a95pFV1ehd+UnzY<rx^t<Qj>=z6t^xbsw)usX6ZC-
z4Lq-v2MfKK$y{qB;v{HI(bn<!i9Z8mcj1s>#*7?WAo}T0a^8&0qoHdQJv>8}3q^%O
zAq>ZtNgLe+>p~y?j&>gWg<`yhG(l^Wx2G>w)uNSuBRVE$2~OWFfk8_ri1`YlFfc@c
zg!l^RWBbptYY120b-(#$vnMG2eln6oKq{eaOteOxN1iJAB&*~^?hAv0(CsXg3e9uz
z{Os<~3LvFkSt_!BF@l4@?7cMUsg36IlDj>q;c~om=zfVS3pv!zUZ!vJk)lm26)|t3
zPU_IVbsfK3H@xirJnax+%+Dxg%eT=Q1d}&)?buZZz8E-`7~3^DyAHZ2kTkF|y{FVT
za;c0ro@8D&v~AWlc9~np$BwMWB9rpNx72=>1r&+g;(O5IM%|X>5FDJ6d0Cg(?X(!`
z+i8<xsq4$>tw(Yl=n`$T3h3v%2<>HyraC8PFH6s6<$Mr6*X-v}o)mf}LeJOB2)spw
z27+^ejwEquANkogA^H1&m8~ksIr`YJfXuCn1#DLyfLO5~8_N23A@~?`71)^;Ac~w6
zGn%%#E7BYfI>Gb{hHp8kJ)4lIWsMW)j@%F{Xn1E}TWF=Vh3W6lnE7ZovBu154um9m
zzs5%La`TW=Qhv_)Un4mn0?qR|I)pf2^=Jw}s5hYF@+?^(iY{D7eL-p<$8b_F|2{dh
ztm;6VVAm|J`2OfI1KMp#DVDm8!rwxF^8QfL{``*o+;|Q84u^em(JN>>2>5XDzBdou
zUgdau*KO-luXHSpOb4xgqdUImgr}u#N030SDTfl?_ti+@ZaxzO=ibI!%SwipKr($G
zW~qqXVN;`%(pAIdZ5Bo!>MT@5Jv@4&(urp&$AHv<ymxfSl}`z-(7b}8{5lSmTCFVT
z9$xJiot*kUv^IcNQcVmGj7vvwfDZ0<fH(iPx<L{#mz<!M)`};>>aNsU7U9;)t%r0@
zq}z>@Z$><ZyT(xDf(aqVG-62*g@GB!mw6SQBWD&7*9u91AxOtGZA2Fp_4Fap!oQ+2
zc9$Zi<dUWU{$Rz{WVFZbr|sS!HqUioUuR8Kf(CeTI&Cq7yM~*=Nayn~8k9U`%X?>t
zg7mLM+5k&-7Ya>F;^lXdimNt`brlob6k)cZR0E8Cd+cNSdk={6in0j*J?;z4Sz#JO
z0p;fN!<INj%*Ju*5A<0OW<lRSSw}k&sqHZ|T^D1R?DpI6ygtJ2PZdL?wv~2TU)^<=
zB0>aL#TA`;9ey$x!~tHktq!l)Ip-rGV$MJUv(cLD>fZmdStFu~D_F+wV4ff4z`M@t
znh#EwgV;y}oBUyRh-^EkB~t^UYV2$TQZygB8^$w~y~YjSTsz$_qY<RBfqtj7^2^Bb
z;}m%yJf0Vu@B0owVRINL_Uy4#h%<uxv$>=auxTmZTa!#;(C5#FgCx4FE#N;`_pOgn
z49uGEXHAuXzmMnL83GOcfRc;|vC5d4Pir3|qOf%Kf;go%>*>MnAEE{zsU#^&S_OP-
zF1q=TF`eHA^t$V@q%+xxk6Jvhky_k}sDlpWqv$JEmLE8Q5xuLWl{~x=o?ba4OZmm&
zsCBKsrfYYJaV=NYb0&9n<=6fOQ82J}b9&Jc+G#P`S+(u%ko|!B`^1*zf+)(R5K5!N
z5M<Rfe(N&)o@^?Vns+q`WDxt2n$`D5n`R@;J_d?3Scy(ssLLgD#wC0*FCeV7Ax#DU
zZ}Yf3CqgVJOO1&zS;ehf(D|g~Xf*XVWRf9jXrz}Qu&d%F6EZe`L^WYME#D?zP}N%O
znV`_6lBo%v3Zd(udCcGQ-3@v}z0UT?AtomQnDg!`iu3LeS4ftU!1pZ%Mx<|fZ}|WY
zG%$#6Mlb7NdSv1uTjF$01<xx}s;0nT6DMf6Rwn+c1W#m8A+4SO9(K4C{RBBPd(a0D
zs1LWJRx^CO7d9+T^i>jWxvFZo98m?kW&EH^D3zvA-|(%)z-M035J5hu3huMrb-+-N
zdSD}Qckgl#6|%V*P=(tUsHJz#)6(QzUG@wz{JuzQA}S2LUMjelTDaGh&q4N4Kqq~;
z9L7C%;)~Lu7NCDkI@De7(hNyO`bmG3CUC6+TLA`7CWAE!&T5M(>So-#()qMmfJ4nO
z{zs+aZpAxLBX@7YNgHAqlr)a^eb{93E+)Mcxj?72diKx-cn!f_N#pfR%GIq?@H2^u
z7aJmpO<8kH63#oI%O!5bZA|xiVCl1(Vy0@S7lV4F6A5JqBDIwJ5&@SKtagW<leK~v
zb43ZgwsR7y0yM3+2*GkESllW#`WtrmkcEZ+0O>2J4p=`V<gSErkK5!B&@8a}5ewKU
zl!5{1zwIFdBKucWK<s@IBe^gjk!Y9?gM?t=fS=Q6wY0jcfMnEL^)X+gA^vC}U11a>
z+z<}6GKW8(NFEKgs}l)b>4`UDDp)Z*XoY~5L~!QH9a0k@;h0!C^4^6T_(4lIp@m+V
z6Bo4aOxohr+#t{yPr@J^^DJXa3dVpvK@QlVgTU1T8tSLbNH-e6#?`@6c;n>@i_nYK
zIea~E+JuDR0w|NeEx1k|eaaT=<D-F_4<eWy4qkI)plXyq{f3(jXA63Z48}T=dZfA^
ztI3^`2`(_>Lpo5Ivh+oCq|n6KGT*uHv@q7A)VAJdebcAJ+nJ{{*-5Vl%tjpYnmA$A
zVS5Mwv7*)a=%SfmhdIrs=6jU++-ypgins(!Y2jUkM6z9l;3h}*OG`=>!K;H`(k<~G
z&3EOT-2r4ZEW~ecUta>_-e6YMAzEvj_|DrO+*W!UMzyLym)~b;s3x-*Q<eJx{O`0q
zauKFfbFGsIi4{XAlaDLp>!>&~=TD0ZtaWI>3M1-STkiGI4k}vgn3<ukI7LyxKLJ>5
z<IKzO^o#9wEH)wZa8?K<0#RZx*Cu{?B#3>^fyWvJGM{E&ygAdgf#1a{`Bj1(j|0VH
zX8KdhG`N%&sVTv#6(VW6i#ad>MnSRO79Ows#>lB!+7yg5mJ-2fL{3;5HWa)g79n)N
z>9PjtRgt0&^Lh~Ma(oA7w?%yj&}D1OWBPezG<A7Pt2VFA0p|84#L5Kww6Y%(RrU;$
z8mUvED(z9G+TUo{5xbxQqTSA{Wo^R_Gy5$G@aSo!>V9F(N7!%*^<AhL_@E`f1$lqH
z7S*WW%&WvgHH3k`=fs>5SK-<bz^4J{IwZMj35F9@jG8+s^xY98Digev>$vPr<}4T)
zq;Cn-G?%$ozKe6BKNUb?v8}g}nGXmgxR0gIgqkEHV&b|^XQ^1wFBrGl&NKrp+upg)
zblAk3s&tA;eyawkZR<B6WhCn@EMFG()~7V+Z0D{y9F?mlIk)0sBpy5@AJPIf!6GQ&
zZQ;Ae-Q`sIGMUYsdkVym=R4!<q0*tWfvXO0<C~n=n0~Q>6z|lZXhR`}D3hsKWVBZ0
zX@Bz<=fRzV&Fcex-Z761XK;_WI8_;^YI|$27mY9In8b~ksxgD==ciR$C2k}J{uH}M
zMzgwB4pj+tXJO+|2E{=3VR{F~(ao$Y&>oj9f<xBwb$yss5rnBXuf$aa`nSl3FKrj6
z70v70=}`(7!Lnwnh|kZ=b$Mu2b8zJ9^bd9q*ZNHxKsYtNQCid(Dg=~S?E$M@d76Ef
z1#*ThZHGdQXeO9Y2WM>`)mTAK`W2%&IWhJ6W)kR@uuNOX09jtuCSAZ|9oWPY*08iG
zZWGg8zU#YKhwT|%or~HPc}k5i-eYS8M30M*^l&gH6lD6qrYc+ECCt}L<Er?JX@>!|
z_L1ZHM^%WjO|?Q^EbG1W62j$Qxz+DNi<2IL36}SZ0{EM8JJeh~o0#9aX;(Q6G|9eS
z9Yq$TO~Wr3EZXWK2x9^r9m}+^7rz?_<pF#OU*q#GH_=Wtb6nHyiBxSeWiqe$4GShS
zQCF_Xhy_spz$xrgIj0!>=sgN@6Xn;<jIK#Ew{R-6*XY&vz_`o4d)eXpt)~+@O~($4
za+$(6;riI2&!MMXt;8#KsB(c^mWSv7ZOx;H%?EE$z*rtTK=KN_ZPiH|LFrE&asJ7%
z0I=SE>F+E8Ua{_v*5DtPg3%pdesPaSbtdCUY@lZq(7EDrS*lAE%KgdkQH_KBe)8f$
z!#C4|7?kt8Goy^w;Zb^4q28H>^Kb-r$?SHUMR_+k#yf=eF>E&$svbDAYRg$)c4FZ(
z=wgV|_g~6XvCRN6ZhW=tKsFmQuNv=Ko#KDK$>Ia4@^LQpL$eP>7JmE9%MzVTrBoEZ
z;ZSlZPrRGfoCNmi74#!9cWH&~W6=7p1M>`C3qbud^<D3+Ax<L~AM$+=FJpB*{A-NU
zox9WyYR>oZ>EV&yXRH6rKglY(`r~^t2@HarjHGH;l{Wz`ef|jlKK-@LPPT^H3Yn-+
zUw+S^ERhyGJ-Gc&RP!bM*?$f#f3Y+=M*Xt_F0{EXy#nwpk}M<!upcv;MU>v~JA|Gw
z8ZhtgtwlEIw%`xnIzav9g!HLmXxfN`AV?=sx(Lc_hZo7$(LcRMZO&IT-QHa+I@3IY
zQhIXk%V`I~6AG~;v>K@Pu-)4{GlDqVSeQz5NQykA2D}9h`TNV)<#wfjR<IgOV^I-_
zr9H?j)>)R#Kk?hRo)&urai{=LfV8g%=vC^9Gv6!jf}$`h(`4e%h<pdSn5s^aE^P)y
zd+v||IFa?8=(qU%ju2(nckduRUoSSNdO#T-$e;gxF#7_}zw#{5)Bm8t@Bpz5#FTB0
zK+l%o>B2y5S&f8#LJbw$H>Vv)yKES(0JnF=>ksOsm#RQze)940EngKn)xtPk&mTNI
z9PA}E1Q@04#y~8e1<b+!&VUSpOJO0@s|m`y{?Z*x_;N*Kn;JJQnc^EXc~$(>VCaag
zu-Tlp!X>m+3-MyGY*}_>VgyEFm(5V4@`bL)n#eTHLh$-@vj-)*l~P2RqKd^70L(Rh
zcU*lLLF0$>x@#Ui4ESUyX8LV$8Xcnh|A-dS7Q^0i_VBRbhz1<)wj>g0*4wGsrgWyA
z2GergX<(qbVffJ1)efYX@Y1NQ${l%1Hf~?#blT@G>$uldSL~aVl>p5Y9?HBDm!owq
zFH|bib2OSObQpSq2Fms1O73(v2^MVvQQ{st6Mgtg?uy<*ZWYV5k;$hQZ`rE0D=QB3
z>$=s82-d3_lZ)tewFPY!o$+T+OJ(eTIdjIbyk(AL4H#{BObk|!z<0!!WN&lrN8dJA
z*|Qh>toZWW9a_?Qa03r!4?g0*d9@`U7H^&!5?jS|y}d6hBUB<C)~l!9C|XDM_+oWu
zh_i!Q&$_r4IygGUwd6bnqwfZV0|l*HrUGd>XV|*mfR#k-602S=<uCJVrei+c@n=kc
zXN77+S!<oQA-63!Yd<Wibjh>$Mek+dlC$peR7%HcDu~NoP#_HSA+)7-uh9VvOxn=F
z42((SPF*6l+?0kVV*!m!$PnkxpRQPfSRoLC8p+!`HQ<8=-5u1p8)i!Ug!$g%D8?*#
zjxo@l#@%X}-~n!fDwwEmbKy%c!ZDNtT0Nk(Ot%`<^cxi_`@XicA_E`6`j@b<+M(!3
z7)co?UL`l_IA1@0h^6Zdc~)rl3v$D0kh}fa{5nlfyT}QG?_7n_rJTAo4iV~UC_N6c
z4xx5uu(gDIU)Bp#vK{c1X=F_1fgD205a#%$GOFkU@D%Kj)j`Bj3kKh~MU)1x!v*ay
zN<%oQT|kKAW0fk=p%Gmi75saa67X31`%`Vwn(P*1LVzIp<c$(&HlRAPjqVO|pLs15
zqYUfi{<S{6k$GiqD130-2@S^$u7~n)5<!n|n;II{su*)?d8TP$sf=;#c9NQ$kD3P6
zmB-mAsnfnIt?S$r**Yh*({7GpBn9}<ELzyP*5f3wbnZ18Q17^PJ+a>gZWku>y*Rf(
zuHl{MpnyC4#T$`DpnTyF&HA95a9$MD#{ICgR2WF9EQ5K$P%5~lmBe^hj0+6Bn~{-*
zc!Z-)dlT|}b^+W^nbx<QH-S;p?i~UvL>C&VMD{}Wt_tz(<+KE)J`7OI(B`VAFRN~n
zdU@_h>>l1~7faJo<!J$3UtCUc6+2q%h?ZLeTVOgTL+nL~hb?b(+gd1ves!)L##j+}
zCV;&JG4x|QRX)~k-M}$bRYR?+J@*EJ5VXEd2WgXE-81?|mnm>N2i6E6Dov`8Xwe^e
zqx|g`NHmB!L7Ivok4kAWdcY3(lAEH1<AXRv9;qn|J_>ahs?RtCBF<4pyd1V>tPrU&
z2vC@+F0|z`{|eL!Laj2j+}9m;9GYN(=CQnAG$5UTC5JlB0z%o|Jc$&M2wO;ts|BFd
zN6E}?qK%6mYlWf|*4P4A`KBr4AGSP9X)O{Rs*wg#$G!hI*RZ@VgKA@xB{9noS9G>R
zHc)Z?CiMtoPtAFhDHh8Al-Z>^c>$Q#3B+|CIzoqfj)T&Vo&R9@ogH|f99YX31&_$n
zHBzN>YOr#uGaXQM3)#AX?z7gU@+ZP1H+=%CV_)a!KD9VgK24)t@XuNA<Z_@vRzGqG
zNtUzYkC;4}7xcETQ0woHXp1n~2Hf0W^bknRYX#Fiu3)27q9++vgm=F@TW)<sRDn16
z=a-9CR{NFVoG6S8a+KMNk5Fd%7lh}0+qRWkS1Hq5<2m)E>29FX-U43%3sDObmgr+z
zAgSpfJ16%+V=2nL0vE|FkJHiSvufl^JIfOYD=Dw5>~%qdL>8dSh`$WHDuboKH~1$w
zKir#tTdrXyiXDejfW#4qaXp<EvjAmUpW?%Oa;ZfCeewQbsMeV9zx0qO+S%n84vHAy
z2Ttkdi3G=1!R0XKEGr*rP9pOju*cY+5P~Z@V>Sc}hx;D7+amlNcH_==P_kamBFT*;
zsh+-fPZn_b!~Z1N4aUMMZ1vd|ImhK%1HFE(wY_))xa!NbZ-q&dZH_zB*^+U&D|)lo
z=<hk|YZ>%W@tM|paMhfZ15R%Inn7egz_q5fPX4`V{ZrHZH@OKH7lsZDz??3L3ljnc
zVELD7hr|K+C(=QMNlopGYX@NahjxcU^KTH>znr^&c5?hP;2#1W+gIZspOAkW>|YJ8
z7B)N>J20?+LU0LS(9?lpunhmD+kMUdFC9;g5T=VKdDj#ToP(R|zf`^d>HDJUrGWpp
z-pmd7|C06oXT-feOuu;gLkSGV7f0|vJiq_x`j_X2#r?koQgAXe|2Kb%gZrN&Lvb>*
z{d3moiASKM>C^Qvm)M-l|BDqCCo_A?LIX?%>R0#wIxR;!Q6Q{x%keNwHSE9AVhA>F
zmaip2A{-46Pv3EW_zRsCiDz}%I{%x5)hL8Gg>jKD^b>y#q>b;ITxU<4lt6_i_tVeP
z!{fOq)sASck!k7D1;ES8yN!Q0WYLEO?DD?*IL&P7XMnKeo*CMEzaT|}v&5fB)$TN8
z^4FH}dOv&Z0p2Ygv!p0-t1?276CTfEE_1Q!`hPv1gnvmZ89NJyudt`+TW(U9m$`J#
z%$2b^MlN3@=qqgNDxGWFx|L-Z{!Vciy~O~>{j~S5Ky!}|+X3jUeHch18M(U>2T_MV
zv^S^+SZ%FGZYR2^P_5{f8zsf9CfX|y0p6X{3rQsA7SE47^Ap8I46?+RvUNR@FCG9d
z@iSlxL|)prci$ZuvPrBEZM4b!we&$G?tB$6X9Wv>B=E_QnY2Sjus51eF=&gBAN$O3
zt->Sx5Kbb8y{H!IMj^zdG&Ah3GK>;RH7e_y(Ag~34MVYMa({T7I0GyS?Gg4@&6cGy
zLnYf>)2#M~MPV)}8|B+Tf(q|K%@pW@UV4EDiissZ7Fb#LGb~CM_&Y#iK@y#`XV!0E
zepx^QU<5hgUbj#(RHCyEHD1^@q|$7|!$)1EjReVS`&_}_+ELQXQL1J1(#>$rF>Cb5
zInhTsX6eTor(iBkZ>s_GU><667Mz4yKOyYXXeubv)r-EDWQ<di-uf7b?qx~!fUyDz
zW|*$k+04n2ue4I~XFz{o2U-_<IaZsg7*t)x&iAMuKo{S_uR1in+B9cI+X<4rBSL%8
ztP7SX^^rgo60G_^yuVg#S3}U>g@RP1)J>j*PLZ?eF>1V482TSZbMU>r2Kiv}eV=_N
zoyZ7Cz8!M7nO_tf`ys~xjUTDzU`zlkO>&)?CwT}zM#k1K8pHmr+K=IW@hRE9@u^Uj
z%cM_*NC)-#Wxh>+eWzR7+uv?Qg`TSf)h!auZCL^>Ox=e29nRrxJtep!5gFYIM=u@L
zL__#IzjvLenF8@%It64#p%9`+55K>{@~wjz=R3X6?;c*tjby|v>1R2pD@FkDDdr?=
zQYwJ<)Tvv4U$K)G5j&W}JqjKU_w;<SSn-P1k|$YFKNW?I0r_s;q5$cOli~V&%OtPv
zc<j+0CRN-D$7I|hdyx{j@dmnp%WT^<nC^b#ESb+ViVgLC*DS+Q7+gxEyh3kCc#Vz;
zCI+1uc!SiaGdt7WT2eA)|C1JI^n28uHvOI+Cj$c+KB9UUDoZw`2~}Pi>G63@%jl%;
zJOU!&jl~*!)Bi>%FdU>V94-ji`q@94#ZmgqewDxzs=aO(;M-Q+zF2)iYNG-e+)NYS
znHXrclikY&Nv=?nc!Mj80Df!yuI*9lwflf(GMnPRciRr;t-k7UKW7hIKetA|j&UOx
z^mhl<mx4_RNQOjpxcQ3cbuTUG4ycSlNQZ3MoLIJjyWjF0YsI7Y+KOH+uAIPBz_enF
zz=7psz%rqg%c)~cpNJQi{6)8*-=j7=Q(SOghIl0LumyhSOS*rvY#U@3{o>#)CN$>|
zC%T7`cfI1tUeP{gL3j;}nE4BMk;<|MkLAw|EJ7qFv^39aF58b2LL|&kRFo-5GX10O
zh^UJj?D4eyVQjX^Q(36~SXljbp|w=O47YJheaa1ckbY<OA~|Pz^A_Z*=!#}X86cpR
znBeZE8_-(<9UffgzbSH#x-i+G<=Ul3Lez{Q-x>0Rl7j$DtPKIqBjaazFtO57sE1h>
zk`2lWu|8C8p+H1Dt{JueWOe>2{2gVN)Yws(VmzK52LB;sIq|v~UNS~!1rC+5pf$81
z=tZ*k(qA*7f0qIxMP2B*c@2LIAXF;Tce+U$x24bEf1@NK2MfLxp1_}onbniMHPdsA
zZFMR1Mhw<Bzv~Fpu1pAGn7XWBI*bc5*kkY>--I<AgnLDV>_gX1c`*VaPdSc|{tS0z
z-{)PW8AC3Ra^fB}>tD3To5K?%1BVPY@JB`(Lt^x~ijdtUbh<bo<ReADN;#;GXV7-S
zn4~~l5|8mOb=w1eUAD5YDlXQ;@Vb{4wz{)O8MzfD7#0vznjOi1F4dg=8w)LJS3LUp
zxUM01(!}fN>mTIDwxaElLx_BZgAk7`ZyTca-5r>%dpXTH$iI-mdkHS!-G3G<kXmZK
z0ju2Skc@<@G_{G2K$ZrUB!Bp;%^4lMIsJrHaBeHywr^VX9!9J8j<dtOFc8v$5(nE)
z?s!{ZDQpAkaY%Z1_??$?gh6RQ#s|g!p6BYTSAhtp^f<E){Y_{UYu=qW1FdB2q=E@S
zgLsu3t~iUL#LlKx@x6C}0*e2pbDul1V`tY~i#poluhf9w{8Apn7O>q(N3VM6Odosu
zsxu1=jH#sd7M}ZCX-F1WTwNBJ5^@rZI~fVdsiY_HbWV~|7B2)Gssj4lQeCn~xd6H`
zqlZ12`jc{V4v;rjy0%2SgSqRTCoQ~oo%(UfPcT#$-74@XWRxfSIet`5Rl?9ax~krD
z(Pkt<$G_2?D;`{uiX-G59G>i?fuWZ)N2X@5u_1L%a;5uW4{MReFl<P@H~lL7UCbnq
z>`EKB*szf$)5aa6D2F(GUTYs$JF?15o2ip9Nr52%hY3Ll&U~QdU$!oe@KAt+<a3ww
z@P{J$&o{zk=GLvw-Xx?)z7Ote8*&1HjXe?ta)1k_loB_~L>I!X405Mwxqp7fcmJ&v
z!^uqi5JN69W@r>73}zd5<=nvLbFpj&r@U6+-O+i(hc)USViB+#9V&2PC)}k+h2WBi
zP`>5+#YB@9$M)W0R=}a;csn0OVyJtkrQG!>sHgcsH4+UnZV}h74%E3Ox#_u0(FPhM
zazbue>DXt}GkG`q)?OoA7Nrl4u-Q@Mc{cK8l6$TrMjaa%9GAzK3Qk1>_vxLBnpPWN
z-sOFH;=MI{N~VA!OcMf-9*AIycplBjiW@ECV$s@_cVEr&YpZW}_4xXHboUvD;_tgD
z$~$(IN-=maf_nIPt#qkYZ|)u+BTf<BlX&6x+WRMZ?7#N4TT^ui_wg(eND0hlM(Q5o
z>Z)E25pAg+busDL2x!Q~BncpA68?xl%Ma@P5pZ224)m#dnuf%vez;qGm-usXQto}A
z<V|zVZ34NLNhm#+M1fQPYZM#G*-)6a8Arxcu8dOigZzATR|<E-dEBetZ-Fpr^j$My
zuv!_!HkIC&&8ql7cBLSUtmY8SF;#Dr03xo}w^yl|%V_XUZ8QiB#3go^kCG9f2qG#Z
zjAF<{OWpLI<(4X`VN{0a4!reR(HmH5A@!lBY?M6i%aWYG)*<Iyl!0Vv-&rr5I~tuE
zGdKP^PYkX%ONv4!uMQ(vcV26-qkXg!m>ztA-!aFSrU;*o_l)<6i*mcsmhU-E*5tB<
z$B?<1rZ1#<)`hF|A-?$rAi^1_4d>)Ul_SYW#_g8D;_+Q_q<kHfpcb;5RLd<xF5;HX
z$sIJ(GQky%Kc=I)OozJPzL!^6`0Gx9juwiX#y>|r++)0SE*ju|<h&ozPt%~6E*csy
zmOv|vEw&pTmt>E<#iJ!SdF&}rbQMA2$A=A5dTRer*Y7hJk0&rbk-iQ5-JssE?E@3)
z+!)6g7MD({T;iR7PDkFl6jtE7>fTsip%jBS!r7@F>VClfLCE_lgw!5aL8f2wT(^vy
zfuTPhNL%*9!!Phezn*arhp2mJ3&JhuUCK|nNetel$$H&oIb8(PYCQv`K}Sx_<rkXE
z@Ds*qOt}7s*5=jtNMtmSAB#!04ZY3vF5-DTT9`B8x>&15b^}5U%3Q4CP*8w+#IvIw
z!Ig)(*ZZ9|N*<l7wY<7AS29OSX8L(KIi2>>JSlS5RsJLyeiCsdnS6>#=g-HT>zh)4
z=nqwyaUnzgS>798?*_r|?xkztQ6{4sx@lndwS_b|<ak{am3BTr{cE-eMZ;hMw7j4e
z2yQlh5OleCgkmU-uoqCdP7f~q&ukMAyf^4+Tz1ErAdYqK4m*~Cl2UFsB69_oc%|HS
zqPWP1`rj<-U;pth#W*&$^5r1SOdcJY`8B0+RWdF4nWMVGdTk8e^D-pp0tin|`|c37
zh7W<_&@4aKsGOvLY9O>kNyS)Pi*?l?;D#P_vwp*_HZ0sFe|EE&uaEL}RZo4TGl~N6
zEk<2rfM_pgA>6^=xA<f;X3BFou*#+e0TjHF=jQ!6dm7^gN=#_CxF&+|EbA@=lU2@g
z2dnoM9o7+m@;Na@9Mjs&=3m4Ve?rvM>JM~&{_K~zRM@}<_Qz~$t>)uLW$5(IyGP;}
z6QG2hrsC;<woG;RUGYq@oRnJ3y)Zsxd!CjGKul8z#32!>hku{9HFB{fd(%`M9nrFr
z@kzJp@3nvm-u|O+2Mi=GSS?BNa%%SqBRck(wRAUWJW+tBnQ?D>4r~5ebgq`_8!de!
zheyLXw_&3M-pR@fiG*8ZDx)R*JaO#(Rz`=U>n}4*V0XO#J-K}X-sSOQ2Q>6&gM<#?
zXB>ggb_w1wD+ts`SbB((V2L-7d;`jCO@)>4{4E_MEnWwk!*$7%v5$qyo--MeWC((@
z3tmW(6Q)ZV1(E#Ff~Da2h)rI$?Jfi^wdV_2lpc2lRu8AFi?M{x=xP<mN>QH0KagVD
za9rRFCP=_0pmLnJ{(y}%cX_)0s<an3kP*E!b(34CjsN;tQtX41=FDrKv-kFQ?MBr`
zlHYN;oow-=w@3kV;Av865{a1=Ju`%0lzT<<4xSgpAITPS-lDh6+ZBB9ERq2Gp?c~?
zba6)vm}?GY=oVeV;AFA{mVU0^5TnbY^e~e2L9>bHz1BrF=K^Ar7|THRxXBG|k>rxU
z%jy2HpzL?omYtG2BLN^LYI8H~KJWv#AsROFg8m*uLpou{3@IA#M=;^WY&{{L>Y(oG
z>nkrU8D#$zA4xmNdMH=i^&m)jo@4rBBKM{XC}ceH22Jl4zw=|QUdlj-bL+LT1D)wH
zy#$p2^uzZtYHElHe#O>gn89ZN%ZGp#^uzSC6kdpXgnDvLZBQcYyggxH&>^c^lGwk3
z|0J?$=cHFtDDPzR+-Oo^pENo1=-7fN9A8*I<dZttBreoQKIhXhs0>oZVhC{FK8sOp
zg~sZ>hR#UE`e4XCT_y^$Z~ta%lpin+M+j;c@v!H)L?&j&9g+XLr$yUuOps8|Xq6&p
zA=>QZEVGzp48XG0ZN0W#a*;V#!a2x#VX(&g{!)N}rNfpTZyo~YZ!&V!LoECWy8H)s
zD_vOy77dgw5d{r`g^T6C*3~AvFsMLZ0U!ET<6dMuDborF6-^Q@=bxr=1a>71#2=np
z9Sy3yZJZ|o^2BOQ-8tJ`SAVyTet4%7K6DfE^AhlTGlq^(OI!7K&WDb8iF_aBr@)X7
zxmP&a`tez?p(g$_9-Jh^kntMl#qnq3Z}&pW&1kN}0-U>*9zxf{5_L`iLBAW|F}EuC
zBMg<yF!3hyAFxP?#xJTR74_JwUJ$d{R|)})sWDEMKMx{y>OwBVNZ`R75Ow9qu1xc!
z-5>5M$Na@oUrzzIYy6Z_zlvdKK|le}6rIX=nk=1)c?EfeQ)^VpV1>>sY?g5zsc`2@
z&2Rq`R(vKc8Lg{a5%Csex8fdXF-oqueD<bkcDJ9xKi#lbudP!|jKr;gnQ5|gT;Ho7
z%iGft;tOdUm2zKE8R$f6k9adcCAG=Q$2)&?l&go+ofl=>^Lhc7sEfk~mi_siN%n~1
zhj!+%w0nN^^Vnb#!K2@giR|8VFYT@{>K>W9N^4eA=#M&UoY40W6B$sT>T1zpNt#85
zTM~6OPgJyTavQdD+{FH~oSs|)sX)%ig9?{}xe03I@c^x=xob->O!V`O9V88=(IQCA
z7S2ok3(ZV*eP@n~%+*w~yUpc3ZB;QP&T)vs%0YL`7H@m$xUElye8|~O_iU$~_g|^{
zySp*RHUn)&VV{XPIMpH`r}&jdbJ_O0LL60>EKO@331AFLqdg->D1RPn*;}9}B&@Z%
zfus8QpnG8FmSzipt}pir%B(Y8kC(J{>^&aAbDSl?)z+5vt`kY|LYw)+JM!b_LHj7=
zAvPi&_b|Lav&R55^)nEH5Eb-#S(MD_7?m0KW8H*U&;okaaAX*0bia5K5lDZ^67LLC
z#0I*9k(d#_WykSiE*63=ZAR@adsohjMQ$Wu1&1KNY8v0I&2s6d9oHS6i}=HSjF($j
zF(EL07sOzAazBxr<Y)<e=HU=B!33Eyac0F7%M8M0yqVxQx(L#y&sWTShd+0PEep{*
zk~9%@^M~U|(lZV)Ko!a}%)<e1e%~26baFW~^*4QkhL$!4G=Y9Sss#3?%ag*)5i;JN
zBZW6Qi2S_(z-37^WySC$(`+v)aq8_vKLh>?t=n4K_8CjOuV0&+4lJk)YBL#+edRHj
z0*QxX#6>G9WKRaf@mE!j>!h+yi^z384z#_QR~_;@E+7S{4vyTb04px5SItmGKoF8!
z#D?D7*rA0J;fmP%N{ULFS`Yii9JkAym6W(G1HPTV)(WMt));N^qq#y{dv&Oyj-<x6
z5W}t&yRu^Le7e4U`gCbml<77>sY(1hlkU%zU}tG%JTx#G#2m8nd0ngtmqiss6dfs4
zY-8_VEzs^jYA$wFZK!&^PV!y7#~ZYaL3A}(D6Y|$<Frj(+62JbZ7RPlHd!4szcA`*
zF{r0BQY0!^fxE0n3Prkutl3=4!IejZmz~eRM}$m>lmiP3K;p@o#nVDmP6Wq4#S9s#
zakCFH%B-H_zO3s>$v?u(<@*g1RRkZc@Kd-#!hix07Kt}<+asxjk#h&+UQ5=+(tzdo
zmyInJe2aG)r;=ITmJ=||(Wdmdcx0zFSX6&m*rS?p!I_XS)Ai<t8w;41b=GzV)7<>@
zalaP?Jv#6y_Rf7C-;-gm{%F7?dq-0(&lJ(qJ^K_n`T;a<*IV+d4mQ_lj3ojwY~-~?
z(lrOl4-1o;e7gP6KE}jD4wzXGu<+7uaYP<A^NK1sqv*%!8pg8G{ARAk?1(FRB<Iig
zEr6jp`HeSD2)XC|6vb_O7`_*T&kp2_w??-M-^)_sw^@MDnmqlhg>gO({Zd)A4w-CY
zl})Uzpqf~oVJYNYKMO1|wTYW1ID}*wS|~G6NF4u?PY;*0;GpncrL)a5Fq#~Zq(Phy
z8Z8AFkS8O)PA$#EDs5X@TA1`LMMytLn;d4<ITik`<|8pWT6FQ^`yd4}4S>R=cML^=
z*Yao~b3iuZHbTneYAvC<6M2%wu+#MlK~BMfdTq?+n{5Q?eiSwKFyXB053_*+fY~Ha
zYVeyDy%?{fUz~IFulT$SiA#S<ZmWi--1bXsR#37w>0YJCOHnfo?wYCq6l)~PixN?@
zxj-T*D2uzmt3&YhP>U?8F5h0<A)mvcH@5H`AC53*FvgqIG7%3VN{ny<m~SiiJzN{>
z%1%g^C|N@gOX?MaJllGZ0DKo}E^P!xHqEsiz&x#0a~*Trr4jT-DxV(pVK6L(Cx(pL
z2oIOTqDr=o4;q19fgot*r+vCHJp>v!Ckxwuu=(%DU)cN?)wk&Q3!7(W{|B2#qh=%K
zWd9d@|3c^4zqbFy-oLh4zP7pkU(}wHJ^dON21|nDYcKczLFYL+{>_X12e)S>=H&PX
z@BXifo|EHW$p1fxJ}1Y&*!VvU&aYwYEdwVosbJ|gVz46rAo+~{oXo#KKEwr#KPo84
zKgxLY^e=-===3l#Sk?dOZeoP32m41zF9ZpT{^hgzh1F~S|N2<})Auiq|F0<jpSfGU
z=GMjkn)XYB_VsamB}xB}WdHvhxs43=%g}2?5*7oD>t9L#|2;D($Jb&2jFam>Vt#N=
zPS*4`3s}7L<Rehxf6@Lg<(sl03K}#qCl}!Vt^<6%>wgZ+{Uu_CJwU<Y`d?hmIRVTq
z(-yD>aOt~Xu;^c<lNJ#d*b&6^z+srL7Hi8_Rp0|QeGKP|xy>8{i-F9|%=UjG)Hpf+
z^$?)`(#>hR;<cgp=NbmKtfaC=4F3jEsjjO3m0A?r^(Zr5ZIVi8<wDAqC>=VImTj0@
z!y+1)Qs!#yt<M>1>g_GSj_WrCk(r_#*yTc5W>f`BQ|L~+7O+$?7{Xba#jm3w##w-d
zq3uEYR5@zCfg4k>qk;iOvlo#WteygmAFP@J?3#rzmj}!39oN}KE2xh%r=-D)*+@+_
zkGHH>=9HKP378U7H-byaVHp@#?w{wTwfx3T<)+1Geu!@@{W}jWWH>*$4=Mv+a+X{#
z3MU<vCLNWT%4wPug!v)G*+*ua*D(sv37!_9ZTMuSvV}(s0e5ANfgEd@C}DA!{3U4v
z3g8)jgZJId>Z3~5w2N^=<!R*?owMt7Bjo`l2tO2S+k~;;qXTCPq{Ie$f;ONGp%pt%
zPLz*)GDbp&LwAJn6+@2v-6vPys)k%UX(Tj7v=P8y(vQFh<;Dy>txivkqiE4@hbqFC
z(Eue9MT<KcRu^Cu%4Uv15Il>E0g6HZR7nKQsbg6YqE}jgv8}=8A`cjGLFECNnJyJm
z;0aMkiBlg-q7VNasJ0rY^%&KqN&{OLZjk2w91u5yA<95(fecO&0vn>#iVwk;6J8_>
z#h&#G{AWZFb0ec<A~xd@HC#yjVU{_hjBO>jRVmdVlAlRhY{Uvhgrs*r!A~lFAc{64
zKOb)6@z|0`)Lb$*9Y4LoblClMt=8p(8b8pWZ2IxomtCOq_|Ybm1J^x|$FXDHnx9Z4
zF!Lrpx0ng3WRr&4?nfC<N8#?*@M@lp!;GRZC#(vxV|lh-PF*%4p$I_Q9UTC)*}OY?
z-k~8EsWuF71UXd?fSv-;wa5oDUGy3=TgJMt@lgd&)dJWqMC<;T9ccy-bD9ahDY?gO
zcYb<q+G5syqOd+FeLfGh>?>c@=9HsBn_6nR$DJywy6fzsnk{j^_$o)IOrOH;;VGQ$
zx`8b+?UYXo^W#hncX_MC2>tNZ{|mKQ^_$9_bW{X!O+;oaS>d@6Yyb(^5Py|g6!v28
z2_Hw>nzkFg>l6Z&g)T}1ElS7Bk|K|{mbTuk9hosU2RYxo(9DoKdkb^%p5G<d_&5Bk
zN#yYCG!c#`uneJkt&u&j`f82SgA4zu>fS7|@6XQ&#$1x!HSKSS2hPlck!Vb&fd9?D
zRzFKxHwzY98Ubhb*as+27<Af6-Qix!!z3w5wz#US=pAfb)q)sD&6gUhixg+)7GRvQ
ze|^w&=dll<{zmXkGUliAAifg>OM34JSK;^fOlMp4FpjldH~pY%1Kqj<yl*I3Vf#H0
zyP|WTn1_hS@0VWhtAh`_*XK<wn*G<aN?Cn1NWtSqhyxPT1y4X94_uN^Y`zF8*~<J_
zX}Ux?iz}*DFJ@dDt=tFW8%C=PG@|-AHBz+f-D2NH+&Eu~l$V|c2RQOdW$HAJ&OBFT
z$rb*ythCv|XLy{Vj(|#6&&owkX|ssrpa8U>Knh8<QWRc0WXZ5N(l7)AE@yBz(LIA>
zxfN<e(k0N{7I&b@7D|;6DWP$}1AJ;EUE-Uq6DQts`*Iic_lPAZ$xfM=bgM7R4wUAN
zFbiQu|5$HSC$Syl#9vk-$5uE;ffQzQ7T_vv7OO@o^u7phcqVAlxWt4{d?wMV;#_zw
zT>JiVwu6Be#4wAx_<{9l@Fw$sq(BOBh|9rmWD#y_qa?svX)@JT3NXN1>Ld>tNKGQ~
zq%m>yB1<SjZ>z=rAq1JLmGSp8x8cBUgkkw&Gs$eJHAB+dePFjJPng*hF}%jW>htr7
zycv$7*mV@Unkd_qBwTz-eHT%cX&p>U5~?U01>MZg1W~5Bj~j9uZpR=i*DNH=`HG?t
zD{gfixdLFC3dL7Ola+dTW0n}hANdH1tRkkn;-blmIxm%m=^{Rw7pOyN5Az&$;IWan
zLAs2LC_CYUWtX>}46V6^kDg~qp)*aDp1hEzr<v=o={X~uhjhx`k6#TvU0sXW3x1QB
z$R%)RDVur#J;{A-1}vvuC&|^*>6@*k=-l{^c1>XJr-33=mqQ^K@53)HLOu43wV0a`
zW5)#|_!+e$_ZCm)mlc9(OQ#tlz8?<2<2V$cMz-drhfrAgv}5qcz33Rmu8hO$kD5oM
zjT-A-e)0y_+J?V-Bf1pxr=!1*i3UK$NO<QdM>WBm9fXNlTazSjzbz(%Ke%jkJux54
zFJuB&?@c)Uboc{f7BfZN;c@ygY&Ci&+xJgC(cRjQFQ`a(dL54(mwFL!EafPVHhBM$
zB`Vf1Ji>Z5#N~DnouzgFxA-%6ggDf6#qSo`>ZE3TQ7!4e!PlFZ{4LqM6TTX{h99>#
za;D<{?YE+!Ro;%n*ML}faXDnb4|olTMhB8SSij$Brsh+RT)5R%|JYKc37EgK6qkbD
z%onWb$o+}(%@kLwBlr$ix+K3y)ni0Q^W0Lq;*&AW=16vkVq6_eF+;~uW`=bYR@ncL
zOgU7KUhgFu`|@x#ZB$CUHN|bJsInk=mLScAz)U3B_||x(3C?+H>zsw6&)kuc!xz{v
zcfzpv;^5{jyJgomQ$_tI{cGnlLew;~nwP!#jX3<zCH0##9a~u?m%Yup1iFfbqmGU4
zdULnE=z6nn>7ghCk<If;n&R188w0@Q>{f9ZO%W0eMPcF$OKf#Ez$<|$!;Ssfplt?M
z7F$Jt#wjbLZC1%_TKFF9hT%qk*B+>2niZR%4t8e5prac_4fDgrX>>P|lL6}}yE$M#
zc~L<ITbP#q&>W?C!X7uyG8jEI6)E4kkj|??(kKUDhl>cG@(2juDh3NyS%B%|^o{lq
za8R<xPZ;%4EmM_Ep~FCoQX;~0pFF7`ZA+`+(QO_!iH5gBWVzL(d2m{I4g>DVNNb@8
zWi99K<H|OLNJcR;=9|rZWP${8us9XE5;H2R=5@l2zdH07${zkdY@K6pCSkX(V@_<_
zww+8ev29xu>y2&Owrz7_+qQl3?X#=St~&c?_s{OC?q}7y@9T1l0tZjw{pjif0|gHb
z`@0PhDPD?qpVa&ks6V(N!ffR;y_bg_dc@!W2BWE4V2d3B*W0Jw(`iSYgANpeD(etU
zXLs|7k&S^Eqq_%0PjR=(3J(YbRcz1Rk5z-a5p&&tp&o~6xa#Tw8MqPd6F~n3;%K`)
zw-rZ6n-GUw*4tkb5?$MbFB%U?_}-qig8YEO#M77CSNaW2tuLhqPm5NYJO`E>YpXIl
zAtXIqS(#4foo8=ky9Y$kp`y|dbZ}JX9yFnMfJV<xS##rhh;|7HwgK=F?2WD&dM!#F
zCeo%UcGx*I#13iA|GA>Wm_I_97-F^UW^mJIvavg!x}B9%BMUauD!Bi`a3(Rmj}1>>
zFr<f-AfiK!wVw6mfzfM8Tu<-$*A{{?;^Y2o`F=UONmF!=#%%h21G5^CdwJcnvAy0=
zWINLNFZ`%JcS`N^8Bof7wA~V|XR}F<@O?<{z0O@s;USNAUmVa<pBly|eUF@zaLp;=
zV;nY}?j9E7rCWMChLV9zu-YnrVB~2P$Iu?Kz+%VkUlE=T*dlump>-dc{fZu6ywoc8
ztacu%`}7%KoN|q*S7wOJTRp^}dZi|EV<?y?Z~FK`&@PZaNB#f7i9e@pp&2NYpA-w@
z4?^)L#gfvS3<C@J>-!t6N3>jwU~S#@T5|(91a1bj9bC2!O}wK%De0oPt>?>>Q^Y$>
zHgg00WMCLoEN<ZSV=6X-o;||pc3{YL8AGod&4p-=RPJwGYqt((UF|S=8*{|@<6cV9
zLQ0SB_sgMH!AL>iIEu;N)Io%`mZ8HWrwN2Z%k4&$)msjL<ww-)pJdbBgc|yq#-#~E
zwS}0?!z6Xp6vMWG;iEfAs-_M06vlnKmy(TSo{!CaoGxvQcMyzL33r@(KJ74VvNo0o
z8WZFclg2%pdD}4hB6Rn7Gv<N5wm*twyEsXu+OsogQ3>-J^Q80eN7AChldoYTGVTfF
zWmnIy{A?BgYxXP&x`AAF_Lx6~tOXWewJYt19Gosh4Wb9D{p91bK)YObpN~T&u)qXG
zuywJ*6!3>>?V|myi%)wgdh<irx?iml1}(O?J0Z3h{p9~58gx55UNBCBBu5qk$Lcr8
z$_~T?23?AMbNnuH(smQd0wpr-4MsykrI~kff9L<K(pk^8JL3cBj@eBhG-k$WpyxHv
zwb9aksV)uE4iD@#{FzxEvzAWJF0G3VV>BeX8^q+=`}9iDAhwwfS;s8+HB&SY>YP|O
z>E9nls#H0!7(yvBFY3=6Iou@|uqm4YwuEC~YRQpho$r!ic1pirp3#nh)q5Sc2@2W=
zE#pD}P~!l%<idVr<BXg9T@rX%lB=-KB`|2AB>VfwT5k27(88{Cq&U^D$7z+T80sm>
z9Vtr2p>i5IGb1pYcDhUCZelC*MqShVL46J`+`uqn6glZsK;HQ6PaJqLUK_B@l%eQn
zj&lluVFVu4Z0*FU|D4|hQmtLyz3yh=l=Oxmpb6+5haGAAbYaFlr$GY23rEgakq9I#
zf(9-caeyuGagaOO6~Wa+>vt65FB-I(dlRMd+_Ff#hN?3}t<uA<>OqLX@A7qw4wXNf
z9Qf{uo?uW2DRchf$Wpzq3fGX`>n77<syW9_2U3~Q;inT$$LNhZF~_tn=cVmH@M9Nd
zfZLukxq<NMD?m(Jg>ub>P*FIZg>u_gEqhgZGdQ9aTL%~rb?L&o)QOFzM~96jehdAx
zn2M`0&D?>0-<pvGighbZmpLJrJmO0$R8<Z=dXF~MW%9RMjkV@7*<`iT)#2qkV3;k!
zP-&~dHpNC9ds9R=n+WQ8kXkCO*z#!;a0jbCIC`je9scgEu1T`q?Gvw?K=-Y?tb#;q
z6%J3-{b!NK7dfsyX(C@X8|-XH%h>Wb{cX^6!;58l9!}ds$%ft8eX{2xk}SyMHNLl;
zARK2j;Ow+TjTw?e&9<D<Y$jJv7SvdN8|~a#BPE8(kBhNRTkgPQ<NnT{l?dY)Fd>zi
zdIxL~a3{oX=D-1+hTLu*miF@+QF^~S23)inV;D6Lq;5Vvp@0_42h3V7;AtM-TpyI3
zSYZOhXhC{~PZ1w{xRLyRzpkTAi8n*TzEB48J&P?WT7d&YZvNKE-OlY^ANc2qL|$Sp
z_4YB7WL5lwOEH4bhHpS2U?xNboTQnD$2i1XpvJnM*0%-er7_S*#!fV=Ga=nLqGRW2
z+~K4b?ACBUIBU{<tG*<5tl5|^e8J<9HJ9VjHB`A+F$njeC_Yzzcu(ixYU=i1BW&Td
zGf%3z@P47+e`Jfa?mD$A_2}y16Z*4?09};$2ORnjkT`E)c<KxC-UR>v_3qaeTUnuq
zBC6rIb*8V?YpTw(cV}=_^SG`1-8QLlItue0>&01d*rW~T)bRue2bc5a@Q=M<uzzY8
z2jPC}KpOfwm0nmw&&kjM>uo8fI<lNP5-^p3o{nui&JC#HFU;l|h-@g$OxvXl`y#6i
z$*4T9-(0WPr&js&KRCev(6f%GGqSPLvh|2>eh0{nKG04g=kyiT^7#wgGT~a+w}=-}
zJV6C?W%OPZS9@oj=DnYBS_P1b!6s1JFc}Q+rybDi0m(vITVvR?wFaTm@#)B*ls#Te
zn%i52`gyexriBnE6i?X2MWW4glRJyc=J#{?@*N%tYC<8rTWa|O4qBcmC9_}x2P&Gu
zWGG*0rjc;D%EtK=k5PW-C(2a1$YDbtp#=nv()3qyY~@y@6L@k!q{8leNE`osBt4Du
zaNM1d{-qQN8v?AB4y`;@NUCl@L6*i<*%+>01Xs&kpDDZ18+fmpU{-x3bfNZ=FdG9W
zpdfjGRc21kBtg0aa3tC>lC~sAlK3NFUhJz@I@8TaOjZ~b*=C|F<H>t5Ra#xvr&^k_
zb>qeNEPq|sRs5AQt}W=oJ-#RxCM4|`W)_&uNAmDtQZdG&<{34!m?qqE43!1R^Z;_K
zU=zVNaUR$ZY#%1}52LqGfj2-5UU_cYCVQat6_@aziqfAXKxmm^`F!{)yB3%taWCtt
zohu##ls=qjk7<rhp>EI)vb436p#2+R-){uuVQfe&6;s`sZKZMKEHePELCzFvagZ$I
z_y=$P{s^<}Zzq@J*-$TAHe#(UdwbBRGnMl#5&7$RT7!E?nEo4hASD;D)SDnkX=OIw
z3pE_Bs3`ntz%drBKLlz`lOI(p#%^hD0~DrjAT<?=Ewc91Wj(E`!~tHFtbGlC;)8_f
zs=_XuXN1e&6NDo}=kmV1W(U<6c<j{dYKvzi8F?xw(GP*Q^X!G~hKhx0wYh)1;}MHS
zC@hJOP#RIFzzE{didY%OtGM781R~tSV>NOVNb8!zfVWMb<gqQ4jE?S<ha}SIfaWRN
zd4R&Qp3zou@_BGARq<|ScRU1i4%N%o-FzM?o?i*M$4wEdd3Up%Wr);;yu9rM{0`Xh
z++rw_@N_s8Kb<ng9hzI;YxtowT!(BD4B@){T<7pVuhSXY8t=DADJR!V<C(b+Q3U0s
z-`vHk0KRUKfdMt~Rle?n3w%~10f{!_BPi&F^)$P-(|KUofYGCf&Ef+ubEl(!hzRp=
z)l(;^3z!I+%%lD<C-*s1-M<iPe`Fc9dRrm95y`kR6I7agg1e@aroAWc@9lSwNJFda
zB#D3gN5t0DT{vW~P;(#_l;`izAS$VDSFg6c0jFw=z;NkU{Ly!!r*lZ3$*0e+4ZY>R
z*Jmjz{7bMS5p%-XR#C&MSL|Cb%20M$L7{*Gyh@k+e5)%b2#v*6P%nIPs5f0aJx++U
z3mt{;{h#E{;g@iLoDeGeDXxFj0_Qj^d(Z9;`#u13<H>}o@t$-Pe|P5);Gr)KelQ2x
z1BMnp$a>>|omDzIOmSEkf*`g!!iuA0$PqE0qW659JssI?hL_>}WoaT|6C5Wp?wWz@
z{+^z<b^}55=;9c7b_DAoW+*f4ihE$*P6F_$z675o^enDMhYP1rQVz}R$AmtZrtSX-
z!Cd~^Q_MDY7pONxCb%lcCm<a1_PG|#2OKI~UYSqRLs}msh?&E&UvC5&&?7X_TRY;B
z=zT$2aqTpF;&fWN++5dw!*)?rSh<?WD7mbYV>Ue-UcGXED-}5&3c}5gtp>~97ihX$
z9~HcD6|Qy_8mAYJ9Ns2~zTIJvo1mDESY9a0J}*~nDerJ9uO>$-P=P*_=yZ|b0hWhW
z7?kYm`m`{bVxG1jU6p%(kKn4UON(q#6<cO#iyVaS+0cww_yG2}GL%RaN86sVvloiO
z?1>Fe{}Bkq$f9ql@(6OAU^f|=mCkAb3d3m{u{Jq)jhigty*1E6-bzEN>VCF8M^`EB
zpV#Y_f6a4v2?rGns|mYX=&peg0ZeySsf=%{Y#kK?)i7$CM}5G+URs;DoInRY(|R6+
zU^Wk{kHB57A!aQ7DCgJvV;c|^UHdHlM>B>${NKF9UrJ7(jbm-dVNvGn2PqVs5c4_0
z;p7TuDr2%e0+wzMy{$+`PAouteyGe!`<&2nO4@;Zp%JAjx2Y_m>0?E)0CD0VyIFy%
zUYH8!)%Y`$-TnXo&AhkP1vg=BAf(V{z#}nb-BTNhnKr)%eVR`;=$|JZaup!&S!Yae
zpLZ9zs`vI?bn{*B%f*wrf^2V0e0v^BJzv)uoMpH$M72{j@_x4sti~ka=u;-zM#?I`
z-z`PN6tkD}+xBNQ%m52VKyv8kl~7Nd`MZ@Z+rvaN$_2Ow%$vp{Br8`uFE7H(mKh*m
zY}P7txG6_)=1)3@egGu?W$^(MXq{-k&Z|V#x?iY|@J-3044NW_#8LG%`A&SC0xXtM
z>GoM?3T2M)8DhON|AC$-D%ltlb0iU8V{xqRJ}~u_H7Ci02<p!d*cBhau4C1!`%K;X
z^^_DNA=S<+psj{I(d{HRaRtcEGlIxzXu1{d;}B<D*Yf2<{_=VT>%}hIMX%~)0V3xc
zHn!-U*ykPAuA}?k!0zPMz-&Ak1G_1CnI*gxC(GsyR3J><hQ})MZ(s58)-oBhvr-rE
zXE$Y9QM)nBt=L5?fKOKeLiTeg=i4aB+kl#hcX%);NVEuY=UVgmzm!91Mh>qgJSqw=
zQQ`e?9h9lWU?(~=W6-eL=`+XXRc!@%Yi{cP7Y?h)hYn)nuo)CEx%*%KBd)qP59M^`
zBtCB){sOIhjUvx(SEb25p2|)c!ej~LF20gEvI}Vo2gHd6058y<uUdSZ9Qe#u|B_uM
z{=aPOg&xf{SV16*jPxG&{bZ``YQG&*(F>5dxF^b^t1LExqi>M(QbX`fJ@x*|n2ns1
zhR>D_eFzZyM%%<;gwQQxxJ3H4EYf%0x~)I78KDmL&sCfCme}Q|Fq?48DhlCl214;r
z2!j(>Quu==00Lg?ExHD_sqT~3M-8;2Q?Oh6m=HC$uDs=j=zNE|X)RhwD?<j%!t>g)
zv$#PS2u>ru8mD8hsXf}r0e-M^a%vFiZgKG4RpH#G2=`Uyog2*B&VqL84$sZ{J7EZ@
z(zQ*t6^L<7J=MaSo<4Z;SY6;UYj<G0@V#z2RlK@Ffaee$KW$=DS;9%j>w(#=oEVSj
zP!nY6mSs04P+y5LdvIQ8;5Z+O7e?cG%wM*awhDd14eSL*c2qRF1gZv%B)Et=cyxY}
z5@`$Pv`Yi*!Sc9=Q=Rr9j8;xa=0LiIL)hrc4XKB9n4%53!~Dt;^dgda4A0OSwoobW
z_}7QI7ERRL(-X?m)3zUw;)Zcwi2)Q(Nd(ruaDfqNGsJDoSOX>sm?J4-28P|V<5B`)
zbH}-)K7SR;)Hbz0{5O_5>TCYJnkAfkLFfwbe)s^qZw2hVg^K@|>HDXF^D}*?D1SiG
zrf?U-$N@X1gcrkT0K(f6vlLG~D8woy|M>fST$-ksilKXNTrkIp^{mc57hK9#M-h1H
z0KTZk;_V_oS6xPIF5k8m0-W(~`DTtcXU_j|crac!mttjhOPOSrg-5@lWfCjt<62vN
z<gVXey2Q=oHe~@?J`aifSmw!u61vSc3v@5@Tp1A9;ODD)C3V(SpAovaNT}ASNk7dD
zqHtor_nX=E3_pk7LRjhh3uomR|Ji>KZo!OijdE>a-)a+d8xDWxV5#5l1Ik{{)<;xe
z=Hi{(ApnCZl_fB}fQ?#I2MuY?TL%RRWD05m4VMrp3}lav!u0aqRm+1<2a>x{e7T5r
zzl;j%t}_Vz0zw%Zxmt`^P()%u$o?%i+fFExTqwbm@S<@sUwT9aB4d~ONR#AwBKKdw
z@uagQv);&x!mgg!7gaS3Tl;>nXTsW&v0%W|%9Y42bJsxC06jiV<V86W-=-;e`B$@E
zUW`4^&<n35(IpgcpbaO{IngpEAh~u6X;;?H{>iF=rsLCJ&#ZWTxGxZabWvUP8vMOE
z&NiVBj`dL*{voeOKph4(((}IE`pn>5kEe?JfB)u#w<Fg#@91vu&VZb${tjMpVvJs$
zM}|f#5SHi{1qdN$i=f&8mF{Yo>oW1ZUR>h}xDvi{eO$MUW{X$v7ih|0c_B1M!BV$P
zql$UtGPsv_dccI4@%<{k<`vtCz?1C^<F`j@9hM7AG)?%;*NRBnfA`PncIzHU7|ks^
zZeTD$Q!G<T%)>k8sI+&OA`%8S>yZ-7wj@5%PC7!L576i+*Rra2rmw0lxJhl_fMt$9
z4)L-S^|V!c(l`4I*0)tV*r6^)%!7XD;?=v=8>Qm<SC>0GWyk&bx80Pzp$yaSd0O*a
z#i3D)E`vKQ4nhYf&{hG4iIZzgm`MPPkB{j9A$abp7Le%z!m+2LJi<~AZXl%GQ>$e{
z)RVddG(evA;J~a=Kdk_;dzGD!btLy;xRaV+OIy4ks{1R>L*GL#GM#^9OXpvwqdt;c
z0#<($3YQL#wRPt{QXx!5u10$gdMKP#A%(hT_gcmbL&EGWBaFLdu~Ifjm|@-^rO~)O
z^Wab~c<JHsx*0ABX(1ForU0;I?i?9^eXj~|C}5`|A}z#$lBVGVscO$H!boP*5a|!L
zufUEs2M~20e{3i?Wc~mgBu=>{q2d+SKNdsIzwL{`N>m$*^TgY*ez+wbH6oF}+~)ai
zgBu4BI~zFh-J%?ez&c4qv%%eJVj}9sxUr!=%IxD79|Y%UJK1isifZCboCNVi{D>!R
zUI0K7-pJ#B`1S}Xjkl;6`ac2<LUDe#0Pj4)t$~CkgCq9uLm8doGg^<%v7T8+tq=@%
z5m_L9h(f^+37vc3^J&!r7x8z~9t`x6_)0=8=Wzs^A^LnMD{Q0w;-F8<8?K}oKVgsv
zAwCEqq8_T(pV5(-AtIJ^5EOWk1F~r+qX0y48vo3h<^>w*D2M1XvCI)PnTluo=Fv|6
z)>3FIHb!Z}LN&$VS4%DEwsrFBf(X>{Wzr869(E#Jh)zyUtBh&OFcWIn11Q8Mxp%4u
zCfZ$8c6JTg%7;yBh_g9;eSaamuFMdK9ebFx!Ha$*+0qla(;A_fEip)rhPr#<c0bYF
z;(-%*>P&U?B?A(qT@Z^)+J3D>If}YT_ZNnIg;5{{QuSaY%Q@76dg#2devpXMwD;x>
z5lNg4rcGQ*$jiQsYi|~sL=V;?`MiIE_+8st)a!l7{&p}<l^%JYK~MlPkdf_23J4L`
zPwalfB9N&v8#Xe-cm@#V_<0up3&66sUa{lYO}feV=EYR;TezwA!r})01`Fd>Z(fsW
za2e~+kIvMSN6D2a?(4GRwMn$x@ML5}G@VORD2DwgspK?Kg?eB)-ZGfcBJUp|{={|$
zKG0F<2(V@Y5}Lx7Qwc3z$I8X!Uu+lod^E%+ZR0>%lf&a$+-!Ji8q~z~W5Cu6Q_qv=
z+=Kg;@v1jR)OjIfWGS7j2oD@^kWT<=R=ed+tIHy1n(JcgIrA#=&|8tNYO)Ef?}LC-
zgE5GPpRe$i2Y+DIC>ciyamf)X>|~vQ*xKW(*p_?z0I~6E+b%~4CMB?g?~@nbe1q@?
zu!FuubYa55`$wT-ipy5M1Au;ej}{;5N{=?RS|U&%H(kg)K!W9XR%eSp=m{7*yS<I@
zgfXKKTP^<|QDWV@J50a~R9uT44pDSnS^mU4RTz<~X1@N@9!6}wgZ!YvYoc71B!6=n
z`nF?Q%5pVys_88b=kzhTF;umJduV)XnKdrK^sffjAEAx82zY9UDV*ggMyMTu+Be9z
zZVy?Cbu!F<s~_g8VQ4^@nUZT@tbl*QA#b4Q2pr7+l}7omHYx`*YfD@W%+CQN))*G;
zzf}z!EdMvK!NJ1z0|th@#`%xTHO?3o6_~xH*cjFX8iVzJsctg=v`h2E!KeU98d85V
zC6K${)gI!a5kvER{liuQDrem;uq;sHO`mJGM9MlAqQpcXXO_$XpGUCRYopnG>N+u%
z;-)^YCg|`O8Dgz3H&>qn9rt>P8l{Y*1KM=>+30DSse@o`vgiosLp@!TI$y`T^REnl
zc#{>m5gNw~P>|2CJ01!q-}eBjI-97~No*dS<Y57<((hyfbf28jd|In_O*(JmG|A%?
zwRIYAnpSpd3<e`LFC&-QK|Of?2DjE+&=K4)!m&%ZU#ORbvdLieD1?%Wz4C`p{?;@A
z&^GeDKRBVgN{Y8`S3K3csLH3X9;A<SY$L`Yq_z*@o@<?HH(H<MUFZN4YD42mH5*&#
z88*=02j!IOv&5;Mr0=a&WJTd`GdFIZPMs<fR=+(se)JC~G<c*A^uzQn@K=dxGw;jH
z^Z42N$OtX$_0i(kE#(|4v+Zopdd<~&Wy)9JMjh>OOUwCm?YfD)^&vbsHRLJ=QI}*k
zWQxt!R%z#NByZ?j@y7rU*Q~R;7M){k`?i0*?{r_kx7JkXN@a|kzu!51r3%@r_sdi?
z5cYJY68=@sKxt|GDreWPCY_koX2OOn((J{kXc5!F%e9+gF~-s6CY-@VS{bjFBbKtw
zP>8lJY#7wSxU_7PW5G>)`VuS?+Hm=p2p&YoiPzM69<Oq+z8M9eP#b75QeGgO6&svv
zF4T*8nm@s{wyXgu12g&BW|@f-7EG2`^M`QTx)|96f^xS_A|}?NJnMzS3kR+nwv1|_
z;YoJgF?y<c{;+ZNz*g!9$M;mc^+7pmZ0cNi)gx9^{lk|O!Md7H=CnOAfP@q&Ze_3X
z_}&9wkU7*E@<;*rK*af0!_f6$F3Yxyoa@~9g;fTLEx~?saMnRDeO&&cnUi<P7oYWX
z5a#{icx5J`OSv?teR#0{W`Nv&Noc>VXrbE8?pU|OK*Yx<T>79#2y^qX1VZD1>j$nY
zv|PfU`wI(1cDYRW5EJYJJ;AMHb4%mStgJR4suK0^#J>Z$E6?kgG}yVRf9zfh#M&qU
zVDIDmh%E2%pS;&>{zmD{EUA82ibPad<O%EgIaK&!-9gyDklhQz+%Sux31z{7EIcwH
zwkm_WT%R=7sCFTPo1;(Fm!9b}ltTKF9(S1c3k*_AWCXIZda?U*^iOiE_cRINX<qVl
z<W2OKPmcg}QbvIa@^k1eobhFG93NKGK$k*cB}T;IEFzd6$sACzwd9G?epMvXf@)z5
z4*s^$aK@9vmo`lvhrrO0R}utJ8)NBl%`0LyQ_5QHVom%y94as&f@K;ENWG4sUV~l1
z2Oa#Zdym?a@Bz^SmDp3UY;f89K-9;LgZuH*38DbYUzuO+(u}+?@9K#pgh!!v6BE96
zrK92GMKRIN`qFc18a;KBjlBM*m<YsQ^Ld)iVtgBpQxumreTR@cQji*~Y$N5i*lL;@
zB}#UUun(m^h{U@{(3**)n#&N1wRBSWpgFEP_RHC~iHRbOGqX|lwaHTyI9l1-NsyC1
z)~*1|Y^qk%PMAn-?rM%h%{sNE#b7VcfPt=78Z7mZ1RnFz!grBX|EE6tP-tcAm)LH}
zd1}xX=}~nWUw^?`L+D^+)>c+>7D{?l@gFlWsmRSu%RCy**1}?`$8gj^<{#>jTZ<$y
z4E5)XCte`DyG{YK$z-&$iY7N9&`|7-zd8U=_n1lcxl?mTbKG`NB#uz|z~!mGI8faM
zLE)fyB}fJsTjUP$z?Aod&_lf#QgB6tU+xgP3vthi?T-+P!FknL5x{^IO8*k!LbrnR
z9c*HSkTzEx4i_DJ&v~E*UOdUl`?~2zGW;N@-U28BMo=NbcB2p$*_8%R)@pc}Ya4(e
zI3~9;E-UHMLdevU@l;5Kz{kYuTU!}qOrBNZGnaI~UI8P_Ps@D*_IrOIiXe!3I8`z1
zIj>F}m-5<hzV&thCfF99=i<)^D{ty>+)~^{-=k#9_vr^Nr116OA=ygnnjZL-J^ti@
zuN*Kr^`TAx9KuRusN^k1?<`t#ATj`mE`r2dV9&t(84ZDcYi1D+O|fxxfQ>TwjeH{M
z_Q#aaz%#i;t=ARu3KkAMDW~vjx_!JV;y9WN09wtN!E&k~9fE~<!IG#&hDCfa0L<&C
z#EbG<N-I=<(@8ckz1smS3@NtKJy?OjkTfoDx%ygCLy;Fh_7Awypa+pSJ0xK6K&9%o
z3<u77>*{iRHo*Y?q3dRhC$h$p!<PS`o|17*TIA{<pU|oFB&SbU&nGbf``FHb#H7u#
zm73xrq<lN){`UEFY=|T?kBh(<Bi|OSwjv1BXm=3^`q9-3<Sjvv0aOo6grxnW8D?u4
zP0n^D;oobQAb=D?7zx|%AQ~VA5jAS%_=8$fn($M>vTPV0OYUzP#KU9V+ERxHs9-sQ
z@ZT0FzjjWa{#>F~pe}&lapJ$5e920JXgUlri`bK`u4lXrMEZ73!>N!Wy`xRei`HT=
zJO>bB1OD@K!HU-H(@2v&=+rqv85xGS!G?9wogQFYbBCxSexoj@!~g(sm~6j3I)=LR
zflxLGSOKYg8aKEwSg|0XXzbkej6{g|`{aO{*~h!DASWvt2-v$T?bJUtXdb|DJoQB0
z)fj}*)mZSLU@uIbD=fXRzwg?ys&)WDnev%V2mBnLM9q1;4@XU>C?&<<FEF(EZqyO`
z7scB`X>>|HaK!G&mtcT?XkCqS>`}ny_0go=a1l<tR%O=&57<f(A*}A>rPgqaN-X)A
z%=!RMyfs0I5{bxnbO~Ai;ApQDk=P0@lh7;5!BOZ&*JW<<*-;{h;g~Sr7c<nmuCo73
zS(tCi-9rcYI4J0=HYw)}gujtVsNWwgTJbL_ESwG?=$y`wnmItciA8|X4ZKLf&eZlV
zU4edCbU7B{g?u!docoYMN(4C&E%NL0lB*$h)GbW?8=vl8_`)fbQ`2+oq#+@f%J1#a
zJ4S5&&GM5eO1Tk*Y{^7%@>|qlH(Vkh!WN&-o}RwipPPG=92VSQJ({^B*%;pE91_2L
zd&Y#^5z~k$mjTYVD3j&1i$@<3Kv)tYB2S_97F%!F{d5tGpI0S2oY2fkSzwbnu07wE
zuxFSjuDwU-mO1F*1hk&rgqd3Q3i2Eoe><mMV{8lVFdrC4&L=}G63KkANgTLICxXv{
z7dk%Ddi6U!ztWYTuR|0rn+<05Y&8@|>!u^QDJFvf$^c%vA=9(ZhTvymotskQLCxr-
zb`#Q1h3wVOmfG1C@YEs-=+M7K8Iq<CJ!9ov0wr81^=V0vX@UCdPi;@=2m=UNm9OEL
z*PafgbCeQ!<wzYp43^^`(+y$Fz?FEbCsVv!qT;q+x?n>EylFTAOkfK)<Pbn@OxE`P
ze$@>RhJdL3QO{|Cy>++5m*Q`YgaIv9T*_Twy@DwDy{v%phRbwNHD;FLiNCd(*bXd#
z95?ie$X`U=XDz+oJ)^Pt#5EuXi5md*^aT>+h6=Mc0eDb563rH)FsqI-?GS#4skFkW
zU!cp<NRCXI5&+z#&_+0hhke>d9~V!r>R~}~ZNR<Iehi<b__H5A`B$i&96<EMY<*Rq
z|4?vgVa)Y!wBiizO%nk{CMI%(*SlR?YalQh<r_oscT7Ygd|s%m+?WI>axJP*cb59a
z-PIm>>%D@A7sH-X+zO0sXv_NuD3AdJm>sfuVm~Nxn2&@$M7?}@@lID`Q3d;*`%^ri
z5Rfeql!8njDDn!Q?3K`ceD<p~UJ~MYrD=U_WG_mR1o#Us#HlxuT+iE#w`N`t>z-sJ
zWOfHhdgU%@ZgkluG?jEPH#dOtCAH~HkzYE7K`1I>UmW>lj0a2_D<GQ!$suN%uNc)Q
z8${=e`fUEkZz3(Qm!#X~Ej0T|@{iR$moIwp1Wmksp=X2}T#v8=n*^qOw8$<}&5(~x
zEro2KAwj?gP|6X?hGX_H4=ItaNV+6?c)!x=;r1-xhPIPJB!P$m!ol`mG#O^DAHd9i
zbR<7VdZqPo<gH^hH)qM}{(z%0h4L$ZeGpP2iXg7By(9WSI%~4}!6akKug}wL{ITRX
zKU)0*3yZ?jk!8K-z=A_c+^n8=`}?bxf@Bi>dd|q#lOtPF(aAvM0ts>2WDlnX%ukLN
zW!rM%u@Mw16Zx&(Qh$vER*g;LdsRl7Ye0HkZQs7SsE}gO{*M@x`)jmd>#j~euKC8L
zr8e}Y*fsAv`_q9{Av}g$k;Up4pF?`(wcQAcn@svK=kLCuF(lp8ospGsLW}hDqndxw
zCx&k?f!j%{5BJ!BOwUzuuVTsYZFkif>Jl^3SFAJnK<(a9tcw}-RAiz{$%iCUI6y>{
zt?Q$=qe#WSTbZ7a2SU1rPNjkOTT$pMG|W7ZDy7`_=pSA+0uL|>@1jQCAh-~XHWN<S
zY@k%JiZl(`5QwcR@k{n%#%&<vpX?}i`F%3}Q)3FT=HCUok1AnyUiNPqCE(F;f3C_M
zqtuu=`&QlCgp3j<FBztG!-_rf%K#Q@h4<t%5$REFkqT-X=hPRM+JDg3N;ltB6ivXd
zSQWqaclY)=!~HEQ-D8(3!nUgc)h(MNg+djQHhtw+PpBba*=T)UY=y6(EOc(~ZzSzv
zkCPUuOq-C{T#YaoH%M81vnqxU2_)fQ6KvLcT1fRm-@!70nOIOP@^}eL*MK9Zqyu*l
z>d<|C7twt*b%LiPp3PqHe``DCNw#N^nY0CAWf+-!kxjrsOAq(y5Z7~=+8(`}AV*@9
z>)u>E*5P6x*|VfvwB$iVK)$!v>w2>5_rX5fPO4HzJzW|6^BL^YtFjK5YCC&~3sp%*
z1NoF!TCdIH=o5*`?{aZ`xqy*kmE$FNr)-IjD#`P=+PPbvC+BRNn|q?SZv5AX;i15R
z$im#VvJ`JwAsi^)m;I4n+t*}jWic+1r0H*>0n6>YmCj@<=zKSirHd-Ux8y3QnI$JP
zMF<?34qv_)Sp8YbKnO+_0q^g)*+M9-^0=%*m1(G2u$)~qNOdzmYQQalqzeCqH<F2Y
z3jfa@&02=7Vlyc#85GUFRQ)$-6;r31%{+-DS^gw3O;4gQ2{QvHc{A-1+6A4&?44}b
zyW)v_p$^Vp_T}2vxQuzIGgXBh=_-;a95ly6Mf0>!nVth5EzAQ!_GcOQmdvny(pgJD
zYw07kVNk-v+m%XlqyV+#J_3um<LQZsXE4QMi#Wx=1J+$#`j3gGN7JAP4W&LcJ1DRa
zk}+ZOB%ZiJpmMWkppuEkbhpi;vAK1t?4qF!$XPw(aRgud+?RCnnmMs#T-LHMVAP>(
znTA8=5wa+#?p?v|e?}GFa|{0QN6>!+N>t*G9(q;QDkW1!F#x1a?(k#{Y*Q&y<3+TZ
z_!RZ*0&QjCwiz*5LgtR?tYb8<;#Rd%ozA!fZ2zEdlmzYYny`Km(xmP&n8oh8#h=-f
ziCz>U)6*3rSLcfqBgIoyy_GI${tm*X3mB-N48%2+`ooRZxK$o_r*Nb$A;W@6E1A3P
zK4W3$936>~RS3vz1&gb`rrL19c&a<1_v`h`_+_apES%)fxPSj!<jFqp$|*xo+59d1
zd%to=-9S+#+DLM=P=c)J$;koqp)7Y>&m2>pKGk@6RN|%o-#PL~FNC_`HYxp}t42P2
z5eEnpr^SHJT2L9~lXhtUjjv@0d7vL*iF|+=L;YcRu?v6_<Lmt!VrFlQ1luimwz)=;
zDb2JO#!`J=VQeK9xwsVM?b3}V64^Eg6R%b4YQtNFpAgvQ1Y`JC|5KlBU-7XX11x8&
zz)k@pds(DnkXAJdW789qRDubtkdSyl<#HhiB{PWD=}{Q-<L~FtI}*XJluyiB#k9KA
zEk2BdzB?ce-FvDk{ixdq;N|7veV3#o*LyBwub0&0%hyn^i9hhX)ABL$E)k@<`M6<5
z%@jY>o--4oPwejqjC7ioqh_&0iaDL<OX(=m^MrL{hQqSh#axzb^2w4&EzZurGZKp&
zbot7Z%yMG(Z-2*v+PC{*zVet+_Q9d!3E#`#Rt#XS_W;#;kmoi_#%U&bCzK-?^x!2d
zgc>|4VGj-dYe!BS#4F|2=24`3hB(DEZiU8vYlpn_qoYz~+JM8aUsvnBJfk$0%6COK
zpMv8y2_o5(x0N&hwn1w0ky}e&vRC*f9&9U!Hy|K48FIo*IeeA6=adl1nctiaiwTsl
z=cjh)wQu5}M%HvJLp8NYgyJL!CZL_Yf*QmS_}Z+=@11_USvi33v6j-y%lXZIj|Rhm
zdvcGDosBm3(>XWfhWDtIt?0jC^&UMMb-acAIi+zV#rg+%&C2<ymS)|Zk`)K&5;#L#
zdvNv-)7wOFZcN<~6B@(o;OsHwY5Q8#OaZviHd0Ck*n+_A-J8ncTORtuTNLs}m5452
z>`8@phSXL3GNw%RymwAQfswYzHneGY!Xi)4u9r!aXe3}RD=<u+@E6UZBBKGou5M6%
zk0u5WhM^8*yGV6XV?kdeZoYzu+7Gk4FE6*Zai8UV%53Vx-~vAXZYy$7Xdo$TL;;=t
z`fCU;_h6Q`#%F7yeOU0taOQ`g*!C%{pJ^5SI4OI5889DBh2o~CowVo)Jr&?C7WP&1
zDj;#d>W8OI9dKPpK`BG!+9^_{apN*FN)4VPxLJ8x`OP?P3!xyA(D)z@S1+W-r(KRh
zz<sCV;A)*+$Xx2NBUvPhW&VdkX@Cv~=*9H#Ac{772hHkhj;ILdk1)wzr0|GVHSL{3
z268){;Et)gN_T8yZfaBE6AY1Y5QcO4*bISk`qB$X9mhV;x`I|%*3n>q;&zT*IhZzt
zVFFJ~U*0v72rbCVB|1uJ6;F>GgePfjj5)?F8sSoiQxdQ7x}vZ!_%D3bR)8szb_-eO
zxk3M@dV8*C`<)obRfneDrGw?mX51{%08kvv^UD%{JSd^qn@KkkbC*ry<sF<Hgnp0q
zb5@tQaINogB^}B)m@!brZk%_ldz9IR$3UkbV<AauO>fizQ!LZ!ao(|jNg<_=J;ySJ
z_*Z0KnTbkanh4@@F=3b;BH(lYj(BuF7NQ-Kp1|DQ#uYn-Ey*tRmJ0tI^i_s%q}g*S
zxuG+-Fk2O}4HccntH#1H4z(w49vdms00)DCUb4T2oX&jjEFdNG;5A=T=UE90U;C32
z`&Tq#X~Ajv#DY+^U#xz>0krn?6C%-p&A>3szTjsg=>;j2GX=Eo7$5<s^z}rlSc9)-
zjywxUc)DvIM4PF|L*MaGi`U|+Lt5FRe<(}}mH%L-nykAFfaphQgHX_z3`CGcvfUbt
zpPJ&|mg~dz;UWaD>a%s`;N6^}$#;cT=lyOW#M>BdKpfuzbKC)kfA|lkbrzBYB33<}
zkHJ#Q_=G9`$DstK1F&9Of+yS=ar!;S$6U>+@hT!LF{)!E0?hF{LtkX-8AfoXg^*VQ
z9qf;1<iRy|;})zpr(mm%h_PqCM5#2PIZ@!HE=tvDntPUNx7Z;L^YokQW|gx{lF8Bd
zxR8~&|1GCaM-x$N$m-42F8-PB-wq>3yteG@VB$AK$H3%MHvj@D!#(eSjUlifofB?P
zTLa=82bk5_5QXkVH1mx;n4EFf#a>!uG*=*W-Fq}KLiN*47&xLz6L_YX<OuVg`|!|s
zfFwO)z=*GxA1O;Xh@N*}CymU`@Md(rIL3|t=Ww>%jsAYhTQJf>qZdKf`aE0{-)5{G
z*JiEyx0v^QBLET;o$xJD(`o@a#$+A3WjttuR%^Q>`^PMlH`u_&?Yh%TR6%_SPu<`A
zr)8ckWQ>Y^wjGoKG23r#`Cow^Y)h!vle=e&t;iH(2jFT6@3-~oWvnAvV&UFm?rCd=
z7mDb(E<z@uVwyol=4R(R2K&$x-v8WXL)seK8Ct?{{BYyISQvjiZ$G|dDuAZe-vVyr
zpQ>Y=xHcNii9eW9Q&ZBqHuG&}VwRFthv$=DRM-@l2#kIG>+^aQIwo#tLW9aXaxH0~
zx%cPea@C7?1<Cixc}c^%9EDyh*B*bwM<~JO7D3R*C|Ix<GiSRF{^vZ(?txy58igLn
zBHob6U}2a(GEXV}{+M#$7NF*!ntq(MY=fo#T{<`Q$@zZtcubk<aL7HgOF4n+c@Fy7
zu~S2)SW(hWNm_rH;v>O29=C?=iP8>hnW=jx;hNv*yZu{63I7jzP~WUF1nok)s(qHN
z0i3Ysj|!OW=IaJj??t;WsUfch-une)(W_4*(#oR_wsMYBU})(06hQvZmLl(N`~|)P
z|0izq=g&NJkC`Yv7J}OdvF01&WkeSIB}u17Jl(ukkU*i@#{A>?l)uNm*B?5Jzm~0G
zR@y`9KARY1&N;Fm>T9SNz{61But~u<V<2d=6Ar5h7KBl*JWRthw|*~Iz<M@nTO6hA
zIwG7}Wx3A|;kUJT%m9M)AXw9Ubdi{Uy0_GRL5*5^supodpk{lRSCLOYuZ0KbhNN+O
zK;iE*C_91lT0ps>5Mlaq<@sCPo0p>_zrg3%ky35U6aEB9+(fveGsr|Q*+-Byndl(U
zxwjS@kCS8u9L}d84lj%#y%%}p3DyOg<t-U*<nV4&JhXxN4S=@EMT0^^p&$YJ`YE+~
z*`b>n_S_BLvf16Xqs=v7G~ygvIuyN8j+jyIbSqB>WvxW<eTLKvav}RTAFa?X{m_-~
ze%+eAv1#X=Pi+Jv`$&Y-PY%xOi(S@h*gYZv$IA|bhO<SCduzdJxxRFtyXx!#-rlA~
z@h$z8ys*mY0KiUiPM1L2AWIJXcw+2Uv^nHSFycq2=YSO1E=XVR+M{-fx;=M@{Co9X
zLz{oc&5Xs;N>8f}x)&C1Is{W#6118+LoSExv0ZRl8^lPmpp&)a{1C4hJ?&Dvs};co
z;knidO9Ud%^;Ow;9oyS#w1>@F5_Z|B#g0$fyx2Jc3c$h%E!eHYogejgaE)n}C&dRU
z2M_2dfC&)l1#z_YH$<TDwt-g2G$5vnyZC&YJnzA<cc6gH#=mrguD6>@2kNH#V&)y6
z0JKL+z&v?_c+}A#SURuk`qkTTjA_iqQ+P^raLp~ksbR{{N^M=}XAvAB&Lfk>&a#PW
zq094o39zF#i%+t>vb=&<#G#^sqW12h8a@V(q17*tL!v)Dw!lHg%VWAvs1KsM+HgCK
z8XKlZ$fj=RB7IR?dwZ1zqWdRnTYLNBD&JS4yKrg!JXnr)Xmr*W#?Dx>nUR~vYQ=aO
z4oFhc=|r^OG$+nG`!5a+S?h;J8hspMt*a_;9-w4tis78?54!}zZziN$jsmO`P|(O>
z&kLsCs@$jnLU7M}VFy6qY}T=puK2fkx#S>%k~g!tOPFq~^3c9QrLTE{;Pj*UqZb7b
zkBO@IAiphE@+Q4M8$M5H3yv~sMp$ic5mPK=pGy{6FcO8StmW5`$SsI4U-?G<^i8EK
z9Rdu#aJewn%>@UxUBuos>+zB_zy6Y+@a(t?iRP@`t{ZC2@^2Pr9N4TiTmCIUnKw*W
zF!A6x>AJ}h!o(|FV^76qA}#_c>M*9^)`mrmP^JmOR>3FN=T`iL`>fKQyH_jhpbHTv
zcghIh4am5k!hTL0p4`h+W=ez6Xp=@ZYXdA8@E6zV$w#3I%0B9i&{74O8o=Ib{Mz+K
zaizo}S>2<z8EwUWk^nUr>=Z~J3z(f;Rgth#<vJrDXRLnO7(7ck*hVcbhg<W1-y+jZ
z#~czfGSrI+uZK#q=s1GW<}CwG3qS&Cop@koQ2*FN8dzAcRj4N-pq8{!-a5lp*8p%+
zu5(KCXSom<3%i|0=WV%Q{!1fhTI!;1HnGJ3ISoxRQtXKyUTLGeIzLX`yRB2Y$P0`m
z_7Jt1&q2<f3Pu9C6}vn*gA#PJI`@rf*Pn3~+Sis3jO|b_e2IKGcploLz}|4<mET=3
zzidDtWz7w7mSUJ7{)~j-TA0iH@COKf2d@0_zIXYZUns-oQV+cR7>7to6cO3~3H9*t
zF`4<Xkoia5G)4)aQX7SKkq#%-I+qYYgZ5^>RT$RY;lm!o<j~9=2Rj$09WP5;-)<pL
zA|>#ca~2y<G|t8tG){w!xsE&(@8esmS*(6rYVMekBl4cosHrp|rrCC)tO{VqbTAac
zWs}2Ux@rDPDS@xDkUuSJOIP^;Whl-`cq3MN*=np7v1-Huok+Qr$h(8WgU52RgB0+>
zTj&I_BI(z-lw~bgZn=3BrynS^<{y~jT8~&ua;*j~n#-5!My+!!euD!nFs7>kwA1l{
z01BwzY1E)Nrg*;X5^01I#sPqNJOwXgOB(N|QyXjI57tJ~dLsr7K=dP=I|UG2^ozAg
zqf8Q!oaz|<3QtrzG)|g)^v~ojR^XsY9UsPgaX80+MM}9XFQev_=?!Lb)}G}&{#EP%
zK_ni4C>fsR^yQdUy`;(lw<ks<^=RxxI#LeeS0&i3fd=HUn&#X?EeJqGbtv}dgK;bZ
z+0LMF71LcjMCW_6?N>OhDs`GO7sovsr#uh$*-9A-hM)_lby4z`VSH{5!c2KLICrko
z#CxzE6G6Wqwh$P4CYh7A-;}$xA>ronF3Tu-F0w0rq1Gpa-LByo5Qy6Y^;<#J3o`xn
z6#MG96U6_wBu3*-xCyY@0Nc)exvD=0)t!QAy!pn&Z}1p(sQofa=C~1K?<5e|pQzk5
zN8IsNkxz`mK6#nl$@*DC1F<4O<(0m`02d?J3L`qRT?y{cq|#{S#`Kf{jL@75n*as%
zX#1YQk;@j`6biJ9<t2Fc`#OPjv(g`@qeF1Ez<~=<8Yu9sFc_d!S4EwHAc^L#c0A&A
zPxp_2y1gs2$)-r=de`N5N*Ahv7-~6#?wuQ`OI}_F2o9S%8uW5=sd&KJ4QM;otcW|2
z3xCOD`W2A){4DM)5$z4Mf!Nwn^2!3LSweY!@^zvDxrtYZkGn5+FH`E#2OFxhp!`C5
z;bnQ?Vu|Z|<rYA3mtUj_^uQxnR>3%w5H=T`v$=;$z}JHQz9jLCic3`{J>8<gpI;Ft
z5kalMSiqb>IQxeve1#lQ+pF}2dG)Ilr%jwX;*z{Yg$Bjr=UG1Gu{up2!WO#*$xG}J
zgusSOZaYwcH47S4ZJJYWqoD^Wh~`1s(faMc;Z5!!sRPc2)e9A4Zm=8s?Ra$l(u&An
zT;X0gBZ>cDbU7Av1`A_D_Ri@KPnYYYzwLvG<$)vxuNN7)V84{zX`oV9O)jphY}wZD
zdsJIQ4?qPn_-)u;kc5GJ<n3TGWGHI{i+d#*4^p2<=MU$Wo~zJ(<02}IJf5`D8R#BY
z!(_{rlK{meBNoC+s}+0(tl2!sgCX>N&+Ji?zT2UgnT2R{oVPQ6LzrQ4g>|_!f6$5x
zVelSKCV_0x9isf2WwC#R+9MSrw5IZbP5e%OZFE2o7~M}klM!gXL#aMphK2=Qw#&&M
z`5pFn;1zgpkmspF@O~GP39nAI;V8S@fn#hH+yI>SCW>|`dP4hFjp8UKpS`vFN9rHy
zI4f3s-mK2K!HFDf7Euc`1#ae4)BF{-B1ma#ny!d93kjX)*YX{b2N#>I=f=DGDMsN}
z=~ylFT++_f{40a8Sm-6*I?Adx0#Y+q9MFd9;ymyR4YEW6cIV9`(h%yj2ww@i@`Bn;
z-T=v4H=~|0TMIda9Ehn|4Li^A>;Dut;V{LbAApfN5(Z`~l>&rO%H^Duo1(61Exq=2
z4A{#)X0$33Mn*6z`d`k+o4y8$z1Ds9iKjA*<aYAf^V5#1pS|F+5kZS)r%k`kuMD18
z`1ozU+n3koK~p2bX`@}stiBSeA;05{emKP(2ouJPL?>vnePM&(%#BV-=&f--J>{vi
z`3Kr++Gw3`gos0CIp#O-xPv4yUVf*rZNbRsyPQ%2r=MlRM0vv(e`nFoB*w1anKa_4
zkT0x#r{4?QpFgb>kAw!_J;0rH-+m|FJ2{l}b^@OmA#%%_|8pj=P0>|^fdKiT$^VGM
zDdE}v9}I<qo&7&WQ)+;g63z&+&vH#_i;>!R!#v+}qFi}vU@Eu6o^JxD!>a)jP9+#=
zbR*}}>*Mixm#=7`Mx?Z&`c|64^~Lh@l}1o%k^&Ld;jI8wJTy&zWR~INiV?a>t&jse
zHD^I4*<_U?()M~OZ<+$Df|xaW`~W#pAT)<#gPy!`)&&6?*98DyQ4v)lv?2eb3TBm3
z@`c~HUkOXkL{)k=Qn)$1sxKJJH*?@}mFCG8*EfU&R606bDYgb#9%eE#i7Z2z^|uCu
z18ZTW(XemQV;@MplImB)Fil3UK5HvYNF}j7kC8nO5`-XT7*p?GVm}8*usvVk)=1Q(
zzxXu1dtMR+p(B7+M0<<?PEst+L%4mH(RrnKA^B`EOZ7+nUjd|`ybHp3xOE^xo)Q?K
zs`w2Gjk*xN;W05FppJt;G^BcA3&4vMyyAsNN{E4&#`aVkVEy>B;gUhF3Xu`95P@j^
z*5+bNa1JEmyqnP9y(kB=!9cCMaHf4i^1_WkLBQ-rJAD9Mjj$^R3KtjV(4B<<^}?XE
zaH@&<1W5=})H*f8-F}lKY&Q3T_z*5p33jm<iuYW_V9_*O2tRS+5$oQfp@v=pWgBB~
z9xY0S2w=uZVkKm&J8BkK;RxWy$yl%8Bwwx&zgkfHRjmGhz@W9D6@!8+em2H-L9YEk
z=(Z+gwZ4FnU?EZ@!40U5fsjZ)Hh;ZH^~u43GdM3(Fs(c!3bWtnORWCIpC_mD3b%Iy
z?nU8Mr%tLd;R6u`?P&m>v@a&=X0!W!%dfRwt*MMXjXJ%H&SFz$YWQ-8D&2KyO+r64
zxFZ``P14`1mMd(d%?tA-<($ex91STfDi`JAivR$_xCe8FWzD_O<DweLM~48S;gVt7
zjV_)j;?g+~Xt6Qtt5#g>DlRHUR`9GzNgiH`gjtvn`FY}J7HNHjE+l4x0%W<{<3x=l
z2+T@=jx>X;-1dgVQfq?jaP>@?p_vPJ20?bpK8#RV5kO(dnJtGpRh{Mg&HHo8KxZj;
z#}r_q{1ZiV26ab37jN^N!H-PVkGTW`F`Jj`ZEAJm@xxF$qhQnu|Ae63WqD2@4}3xy
z+_-py_M*tJ1(EM->g`p&J$o<M7CZ2_{r-gnWpH#ifpNe3QtQv(dw7*it*d%%^=PUx
z#4w&<3DzckZmG$DsDoplKRR?_$X|^v(+jXk&Q=>qaP)lAWh;MPwSssbLwdM14TRg)
z&BP-TYg}L$=W<cra=9N)M(-sqlSGs(wyeqP7`{qxx1x!fxuxeS?{ai)`Z4}8xV|6S
z_H0}(Q_(ujB`qxImUTF~I&U^@9#56Lfhcz#z;aoJo%NYr>hn(unH>ZnYH0Or;Q)pc
z+UKSL>`(moZQ=fO=eT=lzX+THiTD|RP1x(6w1gNG3{raXME-nRLdb0pq5R`94H3YG
zf?XJMAtC+Ke@m%$fbHdCmQ~q;)=S|mMBI<!#ns3U=6cs7L=n4hDhuGj#6&JBC$;2p
zQpFr4oF&4wP38TOl`=uab&QWY;|5reptZ@_pWO87ha$2UqF&4z{~xx_DM%Aw$--^h
zwr$(CZQDJKf7-TtdfK*a+qP}HckXWN!$$05Wz<_mWksFLJRh0&iGyT=-)-V2gtHk|
z=p!*cLa3;&HG%+d>=MiXt`#KkHf}{s^1c`oKH3KvyX0r3`HDN_^m^`ib84fgl`GXJ
z%ee7HRx|YuT|&YAYb#Hc09J!AlM-T{#Z8~rZ_$X)m*2u$)`cqtrL36%+`w`a8h_ga
z(9Iz2$dD4Ic3d}Eq>#oG3=$G+)hBrMJIAD?DDR??BX3g%u|J{%z{+5e!Vh_WBoIVI
z^!uqn)Nq22S;005<O!VwAx;_~^$;W`>LduAxOMR5zAufcGvF!H!ya>xz$18*QVB4&
z{yrd9l}sloIpdO<lPn(s3M)cP{U(z*GP9s7aecr=#{I1qZ=gV`GO0X;BwIuzAj}i+
zcBE8g&khDr0=n?_xa7GJ3qp=?F(K#Lvl2kP2da*2IH|D(p8wI8R24*Av^InoUZR(c
z_E(xxIa>-6IpL~odC2wdzusluZ4IS8FK7p346)mQJ>O=f{dCv?CBF1?z8=2J)yGrL
zh7I+sHRHcH9Am$#F?LHk@)5Z~?dm3DH8E<xE=&NHmK}O(BU<)_uND!C%Dai2U0H@|
z_uzamo^0#%&j9Y%nYa%_z6ymM^(QmEW}TfXjDxqs&OS3;gUFhagS9)eU-^+IN3TX6
z8VVoio2(g(=YLxOM|#}6G~M(a&<TX-f{L*hE%Uk`#Vrm$oro>|lfQeA_KDh;dOTjf
zxhFTPD6wv7Kxk=)^%`=BUA8{<R)V@15d^dFrxaG8Qm)C=8pzZnWm(XDU)f#>@Jk(!
zkKQ)Myz;txN@p0)M+ziYHT(dj2E<at=NGyDtyCvZKWM&yg1Vm<5x3tn*J-25(C+cf
z8CmW<I1h}UKE5$mv=lnU-Ly01O&V@G*>t<<^h+KG!siiUrIZTW)NCiEgVC#<hG`{9
zcgv4p3Lp|K7ze{)B*XV?8GOc3YYN`qm6=(cRY!-|_cav_Icf?8`|2&1Yt0igYJo@g
zUA)#{A>HTz79WFdM@z7f=Gte95_C~)k0D*hgQrZ36&9J=2}+a|DTHj)kw0&2jgyws
z6TYF@c{zu%+47kCD6RtcEUv?MG_KW_v7mQUnPQ~P9C{SUIH|W9qsxTG)ddaIR-sJ*
zn5`iE2n2p``{{}g=<A5L;syoSu5Cujrjt@y?y-M4{HU;%gHr#m`}jxpvD{o!8<$7P
z;(dLIJ|ZEvZD$!(K?O*56<%F~{JMmvdXEo?0kvue(7KxU(DFjb6li2somuyO?dzS9
zp+MaB^3z+Ixbvq0;S9wu4nb<N)FLC(yAPAR9qi;RR8)c;CAn<`G<mI5Osz|H;wBWJ
z30WRMb7}P(VQ>-&870cq?{%W1s}f*+ptBsncNxI2*At^*=NzKei0(RMPMndCv{w>e
zq;-+!tx|NMX$$#qx^LO@eRu55m*RUVSB&o!bo>4$%@yu;b<ItAhA|WV+8)eIIj!Ke
zLE!Z8=*Vq$k<AM+L^sg%$NxAry;JVED)k;P2f}#B7p<{Q8XIKAZT3iOj78s6gB&_b
zvS{ONED)Z$;o8+x)PkK1U2Pth(n(VDTYm?H-7&%26+ij~Fov<cO|4tFQ6F;AAf86<
zD|k~Ma<i@H-LAQO`Z?>pU>38DsBaYG)uJp&SCZ6l-*`9d1ICBOa8H8WOf7hRdhiz@
zigGvRh;j32*8FPk0<+QWndK@afdKv++#n6SXCd}M5Rs7^5mYD*6-e*hfByatHZHMc
z%h+WW8SjW9Bn;*<9Oc<>gKP%?%<P|f*ThS_8&%=gXDrl|V9U7SM7F+{s^`YF&3|@g
zj5Xx!HxT4a=JgD>J6^TTp&Vpnx9;$O5gr}s>oxcScIgJhAS-^Y2GF}-QN0||X#VAY
z8wRZKCmo3NynE~*`kPwc1NNIFrs=~XFx~0TD~-LdyDag-(~S3=v8cf-k`9a;bBfT~
z+Vt_YOe>Qa|5P)Je9Oil@Bg)l_SKEq>oDvXyk24Ku3>M-A$4PyxI7h+#I)x$yjkh+
zzVv5DeXr=zv?u97Vm9z+fC(FWV_B1oOn;C7J@t6Y(~%oLTUJk~4`?Ke7w~&<m87RY
z+soVjEC^sNXmcMgSb<mS_{1V3HTwwnXK9@x+42AG1bqj1bg_D*5&eZl`yX=^W;Q0K
z|A^vLfT}cQ#|;jo-#ZVqk5s_O^ojXY;8?S4)(vFtm}J-M4r`#cbIm%kEM#j2?-!nj
zbFo)c!c31tg{7o7ZZCJ&c;2dv_YASyv9S<0;4fBU^;8AhR{PAU$QZ1OFw!gxoyyl=
zSB6Uy#VQX(hgly_gVA+>m9lE94wFuAXHCU+!0)1O9;1297=&+ZefVwFHc#K-a5QSG
z7RZK4D17nh?14GhgY;j-m}K%On|JI|Z8bErSd`yOb=V;QQ?_Nnhw)MXli+#STh-J%
zjQRH<{Yyf)mKZ7)wJ@xBr!8>|cmk6<MspF3a<sS)AxVVXk;FL}lxeN)MWT?>PCNM+
z;M3SX+l8O8oVr>IaeP#eov}RMH(BpYMN@y{f;(N7Y028HdBjAMf?Upl+~GqZz*?r|
z+OV|Fc>$5VsSiX^)C&yVK#CjLIaGy~wBS#3DQ&c`m=_kl>8#+EzY}p`w(~loBWnkT
z-JJdrHYM}MI_E{ZxDN|f)>gJZSqrfjfawlX{!2fOSA}x{7|Rmw!yYw&9$k@dfa_NH
zg>NAU#gaNt8%|D|M5{e$Vg6o>{9a7;rzWGhF0iP^;Y>Eqc`r)0Rab+nt=AnAL%g;h
zYkPB`-&?gZa?1E3|Ic3WMR~KPdG$jXuh;w{dH1D-!x;rsnP7ub%XN0&xuvNqU~AG9
zMJXGbeo+EZzn-vTq8!m6KG*l4=FhN^6>-z1&C9?i9-L#$G+08BiD~9-*`Ok_)ZH2q
z;WYze^~{X3f!g2D#yMb4t9Bu9clJ4rlIkpxkLh{vgQhO@Cmtx{EM42II54fnePr4#
zKBD?pdLP27a=bzD^OJH_F50MZfLPv%#AvcpcNcQ(`A{Iy`KB2R1y>YwH#hqn7p?%L
zwoQGBTlARduvVt_@Z>2LtLgyO1c{c)pCVRD^E%d~83l`u+aYN!gsH=R>Cf)X?0a;`
zFpGZ_#zY-9$-IDtLMi)uOw(@+jfRU(t4A(hkyKh}it^AHv3E!H3fHW409HR2%>1h6
z55@-NH763Zl6ke~7FzpO04EwVAa*f1fll6V#^!vUHhR=1^PR1!630^CU~>yhMFgv;
z4z_yb=nOKseRBYP&1L=N^jE6!UN@nW>YGd(CVe&9_0*z{ZI6)+qEZz0A}l3q*`Ilx
z->_Gr8)x-Bc%#8&+MjqW0BwufBIWfU`qy;t<U~0ri`YOb*+j8p6lJNOtb>G-7i7ib
z5cZS8nP4c6UJ0Cn&)G7Zb8UlM^nrF|CeH3?ga?%5F^4tlP0*bfUV(G=YQ0pONN-dE
zI-&LDa&7gQi!;%kjGS^4-Ey8wu*;0qTBjcwdfAd27tbEjcedPQz<Y&W#wETeK((dy
zr>Z^-7-xFoD))RrQJaifCW{(s)7L<Aq*_y_G~aWkqgHL`^Kgkg*|JvCF5f`sr(4^f
zG2FqhG9ho{l{STS|5311TR+L!PpkN)=Dq+LJ3&RD_}ssdi!!UN_(uO*mGe}4<NVB#
zBhAVR{ujs_o-SrPV0*jP`2zrjv+asKaAqVo<Di@7UU7n}d($q_RK*G!DYa9~RTM~&
z?cd3aW#`U+#b_yso0AywZPEE^p^a|bwy427_H?1`A`r%L`xM%17)_Sc;YZXMFl45K
zWEyG@=4prBX&224=S8G^+|JX7R341~*j*gS-Sk2i@je>`kbYeK0#xGa^2m*sMoyE7
z(xv-YIR|NU{7!q-q<a2=D(zu1M>`Li0J_Drsm%FQmboG%kM^)8==r*qnd#HVFE6Go
zza2m+*FiN9wSi0EOe6Vstor?PM||%rx;=DR7f(1mx#O=h9uJHqq4G$cj9s$uikX$3
z1qDAq+z)wltp7)&_@A=n|I3g2N4)#*jGg9@4~qz}1D#%2ull?G&;7?NrMMi?!AXZj
zfW;2y$-KwU1CCDYESVdH<F4z(|1T(rB2Ylw_E3LRwG#|eAf7WE25r1?d_9^=e=iB-
zi-2(7z&=I0iQ5hgDuVPl{OGh)3klT0q~S!7!@5ZMcG%?y6AWrH976+9Ve)%E#!&@~
z$mKt>(6g<N7mSEVxFLIhux}lr_SpLM`nHlFrp_u5!TAJNCGlXEP&P9X3Pb~$GqPjm
zvoz18Zl1X%akNi3v{^FmA4C^Y9e((gN{JFnZD@VECFYeI_q{}W^}MS+_j7;J_Hsmk
z-{cQpFV+WR+wW@D2MO-quyvvp|J2-Tn(`L_@VoFHR?#YUC#K9qz1=x$7}HL8z5vDp
zOQo3d^t*-0gXk_LmO_r4DfYHwWd=`y9hR|q$7{7N<}Cc@mG`6ng1_H~@2}nTf#4F+
zUCSy?8w~M{t5hLO!FPRlR{VulJ+B_VC`)Jf8fOt=b38iQn{VKM6fj2~5a^j+4@-3b
zuuPR7^zpVPC4z;o=_qz_7Z;Oge13w8zAcnpD`CM_?v=nwDCzjDS!+5cZ5MjgXPk{{
zx^cH*bp=Ls3a};wA`Xk>kHh<Kmb3R_A3E44I@gitk%ZDg&P$K53L;Yfg(V3~aaG;{
z^@a8c#y@}O&94k*=zCqL)fJcPyxe&JWk_MpGO=nMHo;Xd!8(x9NF_{l4fRqj9Y^<{
z#u_!D9Yn0<bUy5vFC7M&D>Ci{BK8R@*Q^)?((TNwIo--&57%`xjj6x`{sOKD3x`-i
zr#DQ7Q!o`YlMhL_Xo-{c$qJMioI{gXdvwIsjT$iBM8QS@v%)0^^^{n{R+Hbvo5fvt
zgf0&?B2=7n+cbwtc3Glk`&p$;#9PKcpa<5OjcLTlaQ{4)TS$svQS7K#|6}|7pOXAP
zj3%R;xr3#f6*CbF6D#Ncu2_gzxL8@4(&8-;(ZRUcIJwjI=8$Lsdb-QtksV-RMj;)%
z#H}5&PA~mi_<<cAykKESoBBZ=9UXiw9~ajfU+-VO1rlR=JTL3ESE}j<@yKJebI@38
zSXfc(K=^0rr~iI=^DL1Z%kM(QrnasW5<J|Xw646Ara-Lxq@=WX*ctI%b=?JR@Jd=c
zbLqIfdsYzftZtux+ZISBRu-4O1mMBwfZ=CC8PeYYxI)9L%7$xG%jwWUWj~nlEzVAb
zth1i4O1Pl%Qvt(jgbX4a%?{7U#TKyuliJz2uZYJH-FO0`GDj=xgMA}wgjq-&V6rpw
zQ{Z|I20{^6pdxrABO|+FM{|%`W?(AZ3Q)CVF|-sQlSmf;&Ap7;BVj;FmYu!*<v$TL
zKCwO$i(W`eNJAUUs8R+NNmW_p`=Q(p?sL~s1~y*(d-iAS!T5DVUqVb<NL$n(IAU)G
z2S^Uc($oj?LD2dq3il0?wYR6tuQhXZL+d96NXYv5)M{d?cXxkZ#PR%aSIW`UQO42s
z2~*IV)fE!(J1VA&eD`2$dv*M^rk@KqMqvER%HlH)2;c!hWba@F=f?DXKxXrRSo9=G
zEtn;682dx=tPC|G$XxYpjNrt?@g2uz@s0p^lbM*11+9FV3WyyR^2^-|%PZ(ENCFkQ
zVO$$oSPkDN1d9O{QFwj^xQu?Pn*Y?W{S-1-J=6hM=xGrd{nCE6nf-E;f<AU^9&#o)
z8i9GzdAWE#N%NU|2RFxG5q-i0eJl_@WhqFBXo+d^3*{)k=DdV>u>ZuJ1D)aP<Nwru
zqbdq%W#aaZjUpKBn}9R<vz0;3N{tS$zXvseZsy!W{{bwH%?)qI>;X7i$Y+PaPw#&6
z*q8y3I2oU7prn+#5a_#v8Ns(dZNA~V-}J2P9$-u$(N{pj)u9$}0F<94PQaiXV2}{}
z?!LCE4m|x-mmA9`;|~^~v(KCBlouBi@9J-K7vFdFt0LIQATSdPr`xC1TU=eh2W>mp
z>>xz%6XG3Y5}^FM2Ak>!N4q@Eo4p=brwsrc9WB3$WoC~js1tPmlN0e#qnEFsp;7<7
zJe>T~Q2k?H>1gk8^!&r|!^p~hAXrKLbNVf7dQD_=ZDU8~cx`3%90&3v%CJ}Z!we51
zq)KZFgpbKj%gg#9h(-e#o;)we5u7G_5R}CE{f{)%<4#y*V+GCT;RIC6`d!5GO$8VS
zF#oJZ2zCO)v53H&2coe3bi{nuqXXltV`YHK15esr0{Qv)_;GR#$88%~n1XsS`LT5-
z)Lj@(fg0sPu5<af0@?k=>jI+Scy<DCr2mEQCAyV-L>xpgLi)tq-+d*zWgHxXGgA8G
zGy!I!`ogUP!AkxKX%+Z<{E6WLh66zSNaz7U3;>8JBqV@>=5~lsfA_ua#J>%!4t_eG
z#}yU>f(SQ%s=tUF?>Jxk`tKcYgF=^fb|tMY0HVc+1id|dhy)z}_Q<w;;eKjWeeLW*
z!iW6};>7+7vSocY7sib`0Q!D5UETyG_Y51RUT+9qdu#^{wZ`VQhvxxWQ=6v;@2{Mw
z*nW~euA1`0aeZd*@c_Q>H|Y;Sl=!a?xwk(pxw$bFkodH;l)qy$qTqW6$M2o@nd@qO
zzQStu1Y<9H5JKWCz9_$4H9(?c^kd-nFiz~@dcbtZI3d!0MI9=p3MV?x<)|6mm&*=|
z&=t#n4-R2WuaR&Z)7}DXpXDhTYZEX|{&CwLK{3jbz)iHes+!2u{?V1FZyhguCcF+v
zBA}wpD&{L*OD5=EQ@==xd6Flm7pN@$Dmcd2lLM7T<3T%rU3x{E5db9HWJs22Z1u-N
z+^Dn6ZA4mHMBMdXAKUOfjqC9j@4k@vc|>}2jS_xIFfwAfilG3;n=1|$I5Q9V%(vdl
z-#|%A!_OJ`^lZsxhyo)k44?2N-a)*Iz<_PD{A!3u`0Gp!SIK^`T$QBTA3>X%mt6F_
zGdPoH-LlJ*ECbH&==_Bk)mp1@uFF-D!yw7QXP8eIK}7(SU()FMPHU0M)knCmE0?|>
znWttzr@py#IP8GqCbd@ni_NtH96OJISR@P)>{|jkqXw+mp#X>7uoN7aY<4O>L)3EK
zKCHn+kSqQ%*J-B1ap%y?0>-yUZ;)juMBcFEE@tF*hqG%m{Qx*iDP^3=eLRF67+JcY
zkA?Laj)WgiZwy=D4+}c9%CWKoMZT3BL47Wvr>T{!stG_^==Nfh!iseE_8h$a-1b>d
zyKTXqygq44E2*a|dU9MWPLS+pCsBJJxoU-{=vD{O2FxP(=90mI$5f6$d>_A?Ju)2j
zcx({v>vQ{>Tc^}UvNAEn+P2gv;U817P)ULt-dxpv6;z>bl`M(+-we2hNo))UU)9vV
z2+yx=&}RS>ZxF_(YlOaxJCKo$ER7EGPq|~5pGd<nM;eXGkG53d>6*1_<u!p7C=np8
zp$K&BGQc#j^9_~)A?KYC(M4*-8T4<dPsY;Z(~tU>SqxK(W9o(Pp1X~3c-LB}?WdL_
zvjx@_cYO%ieHT}XCd_d%6~uR3VcJB3Ou#omj+X!|y}jy@D>0KLW^ldC&XQ8MTv|AH
zKP;tJMN>cK?m=0@Vewjq%%Jc*!uMq#YOJklf$pr@GcR>Oh2m||KFb8&-DkD4%)((-
zhkG5)`1`sIP2_#L<wF)O&w2z8I21|9=lso!dL{s!0miGXMh^CZ)RJ$(05>67?Tq*7
zNESf4j*r=i??zl6Cg~;-@MWe?=gb>^%TcFVlP7F3gJ;pbzmTsuguVPAcLc)O;fPIf
zaN?Im7%7EP!-w`Mn*0?!RRJ~P2m*Z7!Ni;xwwLBDd7_(R{_J3j{9$AJ5ob$lop9HX
zDxAcq7`o&vs4f_RR==b`O;?vdMo|WNssm6&=QPAvcn7z+k#>D=j10C~)wH|?uoGO<
zGd#Dj+jZC!DBdK}8a7eK=Y4D!@PlKb46bE#^Q+V$PAkRFP8rTQs4lzpV80F#79d<C
z_1yIH6kKOW5WS5TW{}~snW(j%rCx}wAp_gG`qqkOG_htmDlRS{l#A0ZT@M;eFarJ(
zl64B^lu@vT9~N7ZLg(<K{7QafMQ+jAX!a-6rRX0zN$3YdVT?=O3yT+Q8cQW87~n|G
zzKt`F_^tdgBzx0L=34XdB_Pex?|+H8Z($dqWR~H;b%7()oacKYX9==tl_-=@SqzhV
zNU-S1N5FoGUrIm+R{9NgYVtB5mIY|;icq^$ef-R%u^ENdFg=ISrK)&4wR&@m_jjJf
zNU35o-Y#4)HVCkOWy5~R0@diYF+-#{R8@hiGq~U)JI}Z0j1$M~FZil`WHkhG(tSlj
zqFrGlO&-GY%>&wxJRZ|npt_(jw}-s5E7aY8GkSCd6e##7DQDF((eY?bX9DD2w&q~D
zJZxBQG|b~SF|=wQ_&Fhd<9{3%7ya(={6pd4dd5bQm)K}ivJkJC1(w`*xQ^sfPUr=#
z9EWoO4w3eG%|D<oJ%r>V2=$5Ha{ln3n|pDD1qCth!Ew2fkuUF*9yJ1zbso%<ZYAv>
zE9a*KyAE3yg1F-W2UShriw_V-_0H1Njs!P8ll=@YS|ZIHF@|Qm0FxdZh^G*fo157r
zYq6r`KZ4a?HD0#s`V-J*7OV1#*|grjH$&z3o-b@TEw*5+M3=dU;NZ2OBUA~<<J)t{
z4r4T6JV|bhtOb1SH_ZE~iVzJ0$H51Ndf&m+*R%L`m~^M8sq2Ec3j^c^eaXtNS)sFL
zY;v&!g{&dd#Mf+xO=vAQ7v`KMiLffENvthVU#DM8j%!4`R)Ro{#u#8P1AdT2Wo^Sg
z%dp$-EKVE>V8;BaOB}14oA?ah61;cPta&`Hzi~N%<v5c@v!-myqR|WKd93H`QpNiH
zn^g#CE}me%+}=<Liva?S=@-tV@YV(0_^u*l$4H*>ok3nDf)G?UzT(#=+6fH7Zx_h@
z%)r*Tl@DGEHdmdX&IkR;3L{bF0}qQs5`3=%`UL_Vih=nH;e}Rsm^tSs1PuBYk2k!C
zxg)f37<aSyzUnO=!x7xT<(SQS45ZcS&k_&l|KLe>+H&A{)&M_*9^v)%b@h{_;j8kE
z=GNY9P*uT-0NX{~_nRqoJ&Z?&@x>_oJdOO7{YIPD$N9PDeGA<HUb~4&wKGF%!usH4
z64*k@+F-=|b5`mB&5p+N3wz0b697&1SJx=qt@N;?1`jghq_>r^dmi<&D#J%@mo&G`
ze-ZRwGE7!C#Q}6E+`3XLG`pg?LxaY-+ciTCuhGJbp~!pg$1SOsmQoj8O3sz*i))L4
zbUb7U%6Oui2rREu87nIP8Znv4_f%fN16OR*legV_j&}vU!*CJqmM-C(HTA0a5rfdY
zd;+J8wy||z8Z5L2_6tui0<Q3eQ<FsOWzCHAJmIYj&H>vvSSsDF>}H|E-XvRX4rX_o
zxX`eE(v+Ic)aXscoDUhc(h+ZG)qII^jZo@;5&&yqgbuu@eEzr<Jc#2SJITK}J-~J%
z-u%vpR;FFh3YJZz$d`ubE}H;R79m6m7&D<R((r~)nO^wcn%GBum{nkOS0{AIoy_L?
z*{V}zyMX<MA|~?9Vx-dAbCX;DF|V7>9AW&JAtdgt*r>C)gR{76ia9FhoA#4E&xCi1
z2y|5yJLo(%6s{`A+hp-s*Fv&VN;45E5tv*{NDTy><WLq2mVF$O5EAPN=P*l~)51(=
z&F2Ma-yBptjhoRzc%irAUTw5e@oc{r6Fi~iV*o6s_!Lc{o4;a(O=3)*2*zR^(*!m~
zzKABCx4lbEl*?V<7Xw-zIgH8|LReGMu<cHMj?e%XMte-6c+X2}9=;EsWlQHX(qcR~
z4icA^2p*K+>mY3NDp0GS(~^G&iLOIpg0|RN-k`rlW{4VoQyzh)uj1!+fQOPjWx^Oc
z0>D})1rsjHC)t{KvMSpgf*yoaulVoEs!Z`O0^`G+`|;Sooq%5k%VH{g;oKM5(=7($
zxX7L}e9Wf0GE(YHc8n<?u)?md2an-fGI;u%{0tAiAZUC-a9wE-hz8KAJikyG8fHfg
zNEVl7e|H8pv1kqig^Kmg8q0^1(GASH&H``_RCHjD$*Xjbj4P)n)*drdWq<s1V(dx-
z4_T&@=|O(6XKqMZbCXHz+p48G`72hn7x8_IWkWS@A<<jR;Z?N-7oCh1nTx>+wDRQ$
z<SohLPg+tlUs`aFAR}%Gb?JYiL<~HN`s}D8h`DP0jPiGa*rQAOQ5XABTeBuybpej~
z<2Sy2z@Q~A37g{9l}suT|3t&MdFBW)ZRC*Q+l{%kXT(6fB=HyJ6+fr~h5w=chJS<d
zG}d`i5j1qiJjc+7+$<LzA|4nkCV}&FL_}Tvf@KERr49`~f6Da&C-f)CAG!<7haliH
z_Oc|n4b{Y<GZk)3WhA2sL_DfIxdS+0%nt7ypNR$fUV+_gvo{;~hCeP(Qp{SaCz{Q-
zf8;B23wZFWAQqwxXB`BHIw;*^w&83^8S0<(wJ^idWy$b<+WeAr*chg)LNZ!S-E+r-
z8}3uBomJ(Q0u6~c#Q3$Yh+wQ&h>@mEo#xY>>t-CFf(r5a)*I79*E3X!76u3x(N~C`
zzpj)pi1XTxa3r>oIQeKB=l1)d@H3cWffkqkqvGm`->{oR=XfP|9GAOenIlf_)vCtX
z=vp#hVgK>E9^m^-;Z(&lVO??qd??*A5U$b#{Xur8-=mipl1?hG`6@mNHsS!rq38vt
z2qP%Ong8HImBA(K<eOnSs|9GFWTbaY>P0o;bUD0C6gcEs)y>K{BJi{H6Af@=-0+{k
zMwcumXVFh9i&2T|;*t!phW+t#@;w7)xg}UChe+VjqlmAH{5ksd`PCw$b*aI`_(y`<
z7Y5syPT}vyhQr@0dj6B{PjU_9Vy!sOTyC|uM*6Wq--<cm`Lno4TU0=4<I#GmaR+vZ
zzkE<;jKNW#049f%p6659T<&eaJ2o0e{=m8GbL!~unyW(5FPZ%kVI2hRSK(i6G+(5?
z2JMNi-tS?v6!C7KuUt~hg+urzQ2GhJPy2eH3v@$7Tr@VfRK49){RA84v)-%uu+#Rs
zGeB{&=k#yC$M-uVu@nJ_d4I&r-S24cb_)_$VuPA$mIy*j@J`K{=k0cN|K;ah`Pk7m
zx7T9EzXIiq(##`8>D#c<L+&!PSb&W)IzdEA{1jB2pDoQt1N-2cgKzAqnEvnRuJ=~D
zX#=%gYWC~eB9<y2smk{2BKUL!`&r^L%%RAY7h9bUhicGfxjKM49mEdDu|crHjdxol
zB~&p-Sl<A&vkb58x=O4C4$Z_L?2n*Xn3ai4gP{Ze54Tk(uOxZGG<vn4N#82pqB;h0
zTUhCwu>2nNG7|BK??PJ}9}o4@vXpCQ>M{Qv!QoK>ty}}p+GrdDjpJpICuOdpl|@PS
ztl;EKALzwLVQT;aQg>4F_7}U!OID|X5zsTam5F0rdtFE}d1aIz`Cwy2&ZS<94qR-Y
z@Ri2r%Zf9X6N<}Uo$kIu70B%8%lOU{U=>hb*rJ)VLD|7B(`X4L_w=S_9(hnJSxjz0
zv^mO38a&j%jyP4E&|1b>l?+ij5=ndJ1_re_B3kzuUjU#XX`Cwt*N}K7jtn{yb^?B)
zGNm(><3ms<E{hTl5k3kcSgP^QA!qeZv!1FfXoUw`OtZ0rCWOsLi@C51aW;JVi)+UA
zh^^dLxZk(G>Ab$Q-wD2t2x*896HoxDsbSVw-_`2?LviCTZ?y6?y_+MG-)8R;lZCr1
zR)x;PO$`8^RZrq^WxbpjvA(!ld2!3P6M2G}8O#$8uIz#F*`vB>5)WRoxIz)uxS@+0
zuE}XrbF4<F``J3sRP8KA1r@~Zz#3|PBqkbLU_HS`v{Bzq$evEvjf!N8=m`&kMN?H6
zTATrR{c@isA{p1mYxuS88G<pe+Q+Zk%JM4;YeRqs9%2itYe@Y+0Xd%M`UUoO%c5g7
zcqPR55&d+(Si#t}2XCv6gK;Yb9d+?cd=pXeb)Q2;N&VxV|JWMOjfQ(R)_4`wv*>k_
z9(sugx(F{5TzN<eJq(vwswJ^#4>gd#VZcOU&2BU52sKWUy`MgVw(XZs)1Gj8>-KN-
zFMog`h*!Bytef9Vx%re%jtO@w^)U2vg?tERyKBUTSD-;MHkO?k$Tig31L=}{^jhEF
z%snt|xDS|~063DXZQjD}1u`^9+zv}wNJ@LzY<4YYHn%(-uRF#IxW9=rYqY@VGUM?0
z<tCtph16wQxizN%u|a=U66F2iP=`8~M=yXu%mg|pR+1F%_EJY!>R;9!->-FH40qJg
z0e2q8g1gMxG!|_##0<sjnu6v%?}Q|<EU8u&NHNYh9I!PQg9vLvBjo*-V+H~n#=14#
zJc^Qin;^EUNls^)^X#yz^@V)SsxJXL-dQmNd^`wdHF<aM`};!9+1bvJ=VQUq*a<*7
z3TUE;GBd@6sshnC$GgV7kN1j*gS2hpW3hw^DK|5K)BObpK=Eyo@p$o4>?`lB8Mt1G
z9!TI*MKbGCpH0`9@tcj#?31;<A;#6+Y9r(jclgB;kC?n>r2t2vx*g9snTw%6@=Ul|
z8r(Nu<<IBVT*Qd5d|)S8sNG7v2npbcpzzk5DRYsQR=;n*)_Z@B{<~CI8g734m4utG
zdtfpZ_V1!=C6^tEsvWX_;_$<1*BSbysdepl>|M4WNbj~uypXp~I&ibRHYBh%AD2LM
zyafCg7w*=uNxz)aG7Y9J;t7LcT^9|g2oD2_2sQG+d^1jtHE}U;2W=E}&J2LOBEGbC
zZ=YkrVs;9HF>CBR`FMR%HO>*%_!QI~n3~NH#$Lnn^F~s219*86rZufbfjBC2r->HM
zZ0E%W@#q%!94=pqKc{5Gi=9Tu{17MEuYyY{WsOt=R|Gkem9&qkt4a!j{l&5!u5m>Y
zC$UfR!_A8TcOLvGJhFEmU<7CbUktj%^A3q9)pR2MhajCLBeDk5=57xRuv%WfUf%GA
ziiMya+}eoL950TI^q8NTnGB`LmT8Oi8Qt!+$0$aU?8dMPhQ4H!{56?R!l5)TjgR*i
zmO+5DXRiopF?YWH-{3zNCtCwwUjNl^p9M@@w%=u(wDLCR)Va4IM{NMCMvM=t())@S
z6-u=LMs`VM%&<o9w&Yhx@Nn*k>g*wR#H^tkF7M(;`zJ?qS^T8h=nD$tvCH=moW^ie
zzXQfQUsEXZ*Uorp!y2dV>=LKd4ZLx2Sidr+&35u2uHVcoOE7Ul0PKH+IHJ9yXQG@u
z{!{0p7*K>|q=NIfYy*IKa^TG5yxSc4=mG3bDpK%-<0W-z?a_&sYG47g6R-)*kd5~C
zk#ZM`MGYTGUW<vn3A=mJx#{3{Q+ut6x*PkSGIc?--dor8JYC_hnwWt8#XZZI!?yid
zT~cIXy?*xEY%G21+YIiJv`>XJrGyzDIZ%^*C}f2f3%9B4N*%x=Yn17A6Rosq*uhm<
zrx{bqKJ#Lp9Z#V-#MLatcZJ|rZP}37o?V+y1ICI+G~985E7s~gpEy79E9GHsp9XYm
zobwrPeuC039)4pvW)_a0C)O?$xvi!6-e)z)4#vqOIJk2lZ{|AFOQ5(S-HTJ8Pn2`a
zJcx^#@NytFh<?B|X@~Mvc>=NQ59V8F-^M_F6`y(V=hSqmhPi~k50_yH!Y!)&IQZhs
zp#pxBOgEMLE6><kH2X)ktRl>JwoNQ5iG%5|O{cNrrt&z$K|rxtc$(}OIq-z#%epo7
zvFf|qPJiEaRK8V2l#B1gqkrl&_?|wf*FZ=S6JZDGU=(02r}vNqgxLIE?`CL{+TMB|
zuRcb(pUB0|f~M_&$d&)Nki#VKY#w&Oi^ZwrcT6yM?34mr(L?a#3z*V)kot-N^|PQ=
z$vlq%(WL)mWZJEv73S_JB9?{Hv%3TssXECMMF&l1hY#nqdWO~QRmx%m3x^L_=1C7Y
zc7)oYf-nH~s=}9%^c+o}pfXWITb(PmSb8qfV4%1E&3hl}FC{@>XCKhLleIz*aJ@*W
z-&mTLVnD!og_{;FblG2f3<au+GkLpb>HCDp&K|QHyj&R4`)k<b5@cGI{MarzC&n~4
zaj>-W;E~U*j}2Bu(5>GpvU4dep0J;p^(=R~{IY;ZNay)w?wT6kGX4`$s-bR#AP`xP
zqRfZUhlhAi)|KHt>%x-(q-(hf=;J(`gb0mDo@FiS);TtDh6uuLE#(m1u*yiBHv6Te
z(ym2jRzHMxZxzme12=avadHCh`rq)8`jEy<MFYBPG3l$gqooLKDKyY?<ftFKY#LR@
zM@#_3eE$H>XR$XfB<=(dKlu-(W3PGCrIxDg7mDh3v5b8K;G&b}4h*d>;$ywWA?xai
z0PWrzczKam_<+~YgtSJ`N;S5=f4+>YkCz#(2T%&OfSH~;F;ijZ%wO)c-IuqKS)8A1
z_w&A~kDaNRM&HR~xrQ&-W?NkRI2auPzmoplzX|gcb-q3q6@JUv@vS^(@-L>(4!(8M
zagZo6)6_``|A=qAj1_#>2McuX3bzwag+{Wjyw6S@30>B$XSAK@$POj(0Wg{^VA^@8
zzuC&`%ZB%~cV*@Q9l-R7g?}~;Q_VM_zF<Gh9^A#`Q<H+7dWOmnBj;oUobbE@XPp2a
zSbqCO9@$<5{ess9>RTw?l9W}wpKSMJFiY8w9Ym!#;P_FRf`*7Ltf{TCAmKfZnlA#_
zD-;Bbg=}_(?xLsYzY_HEt!lGakVaGGv7hbJ7b_tleY&U=%yg?UolnXuJ|{d&YoHX=
zIi>SCJZ{Th5)NacMP!l2oM|{YsM`VT5&PgbhwSRxhA>c>G^S`GaJWUg;AadgUA|cP
z;%3IAJ~JQ~Gu_CR7|pMGV5YFw{#6n==)B2B;dkj3W<rkUwxASDTZYp`yvIDxnznY4
z8Z+#*LEOY0Ss|qS#}wgjh)frF0<qI4&%esnE6zV3w}e{LILV-nM-?WmX3hcZB8<e-
z#2DjQ0m+H;9*zkq!@Hy>m^~h2Lt)-XUE#wih&JBk1=tsAuS1H<Sn+0yddiHg+ZB>6
zd5(unP3K0Xvi9=N1b=U(nK&B2{0sR_s6uK`t;cv2g<_xHg{hOg=<#A89Has)L{^!b
zaK)rMwedFF31e!bL-Sxd+D!mLWL_5P*yAHZ_Ri2W3%b5mf1nwy!Z~HU91U!9XP+G!
zeo2`fM=~u_T~dx@FNuNVM70CG584mJ62n%R5u)Zv4#*~gVY-(0sHzp-rIfRKUFhEn
zFrZ8qnktdW<KLgPp<k#nHvS_=^t<@3Q<(;C#WA6DxVZ~f>DaxphgJXta3BKdlE&#2
z39<`2G<|Izh%RC(#>L3AN}=KOLGP{Y%Y-(cJs0$ToQOy{K=&qBlzGuJP!J}QdB`g|
zFunMdqKR|<`XA-Vn@~-G1RZ`*_l*UCxA3(&*4EWF7h)H(*$mq%5cSoCr`Nz$UQl=0
zKnK%i(n94}jFc8|XrKbfd7G#DR9;jh^q2umJ~|%JTTYA<Ho6}E!j?p|)+eGvQH6sy
zR%Z?~&Ex;fsc5&&FQqAX=1thkiI;#ukA~Q^x#KajH7Ag9U~7s;%NVZe;-`S@3wz$n
zGw#)ICrc1r1G?<2SF|3n>@rHz$?q(oH(UfteHJ{Zd7jr5glquf6(Ri84Q{7N^y^W6
zD#1FxJF)-uE9ZeD4tONRaFC;Rr21{0WWxJwcIa3`9E%A$hVl9L7EAFse~t)@eas_#
z#`8y`K4|ekC2vF3orjKjwT4KVT+_@27$Zp&;{HbDAi6Z>DAdP}2P{0$=5!{V$?TZD
z{4I^hNp7TX(G>-BUQ1TNPnUgdF)n!8jF>*CgRNwtg~I})*Ko)*5+&n3m%rK!8D={8
zso~v|$<m!XlqTF(H6Y|zdF3GfmBoa0R<BnII#&*J#_t9=fWzR;<k6>JJFq8&4l&}&
z#A1$^dyQM@@DncHch~7@0{xm>yVl(b46~T?(YUE=lehxN`PWClkkJor-49n+V(NYG
ziq2b7BzYa!!h+M7Xeu*%l%<WUUKp;^Ua5M#<sg|)E`3xAVb}|XK(V%Z^GMrhHmP}a
zR962>0779@4C9X2+UqZVUG`9`<rfX+<WWjW$_M(nA6wojW2tFM;nXGMCA1q_@Z(0n
zj1v0i$oqh@Y5+TONX{%#VJ<Sw#p~1I3ZGV(ZIXmQ=ZEi@!LkV?n&SOZ6uqRNIuJzp
zOUu6J)-5eRl^nAcJS~}~MQ1bw)oY;|9agHUlRZ(A%f6!3F&*6cES|iKg$%iSc2$za
zkYc7la9$##sbRF$UadnIS9c};nbvtZC9G{^9yy?T!%030FD5wOKWyNX^VoX1Q<?5&
zHex(F-H3~BtvV^v>ZP_A22{dC)RYM6!*E~dV5K=RM7KIWIa;YyJaeOUOl`sFhow^{
z1&W{aPi5vpm_v)TS!}<-jB|w_ysdcWY6>y<te4^5+&whzCNU#sr?HgSGxOsXEJ0Yo
zl{H{U%s?Iuk^q%Vjl-+Fij~M{m`HWkMsOM=(v5s#vw(@9F8;I8k^^+QdO<<n%u#{8
z6Fpr0h6evKsj4`O)m7(DYGVC<J#3R>F2)V#97lok1=H-DBy9PyQ!Q1bf7l!o9>(+P
z3t!)?2WJIP<lY$8{z_dB=DV77&*5tp(kkFn!<D4@xXTj<YwPfH=!n<Vsi3SJJ4AWT
z;8&xbwY_6zxw+w-HJ-VFl)VDK`>AN$lR3IVa+|%dM~EVaE&JJP%0G~gwcJEreHRdx
zoc<C7^T|8g#jb^Gur{gGOMd88ua5_`WQ`t(=wF%TYOtHz;FOkM{fBiOwDFTiYUqGc
zhs6GFg@@CS{cm-8K1G1ua^=Hz*d0g3az#d*2+l9zgz_s%Tu>K#{T^c?FrB6Y-+&)3
zMgAGGd_D~2thtyLh9Xhlk66*gC0f`>I+iv9#MX!Y$(e#At|x8~j~AdErIT^7Z`B$b
z4E5D#sCwf-I4g+iuZ!q@?!;X72Wf!MAO9`#@&(K5GG+~fbyZ_rd2oqKF<rMfw+CfO
z6-@#qu)X^(D4W^SdZ;FBubkawHYhvga0^+e)zUY&F?WgywNUNAfn~)zi?If!+T|yP
z5J5vHlzfL5&hB&LpZVA9Byzf-OP7%Y<c%zp2`*npw%_wD`F`i4SNyU_Vk>|OZaAB^
z--*HPbSi~gaaE&<!*3s!7D!99=0T{NS<z`<6=wJePx|1d-Qe8;v?+<>8jSa!FjIFl
zI}sfliJ3ta`Bv+USWbxQd0@%+hc&_CSXrwkxKUgDAc)jR4LPQicH$a}(SHF^9_mlh
z)d>_qe#OEc-%nJ2!*iN=7NY>q{0bKR3+IS<pjX-h7rHmj0h?;mnPF0V??U4s3E;u;
zZfA9P&PDYA*zKTuTxu?J$L%J`(19dut84=7zPs*9-fpdmi(4SM9@UJbQ74~`sl*_u
zR~3#0^HaT#8k-<kvS)z~+?ZdXtyt99gC=iJ6(|nFnT+}qmnA!QNgn`=0Xr)LWI^OW
z$9e}CCXC+tQG5|CmWIfvU8P?j7)rSz<Qmap%z>G2lD+Z%IijZVF-=bI|H^9W2J7r@
zJg%2VTMMJwG-jNBW3<E9`@JZXT~h+c6?=2mvm+Xn*&Z4UOnxV0i2S=FskT#Su<}sb
zZSGXgBWwEo>$Un31UUfi=V0EY)jo`g3v-^YUjjnc-K`k)L!!%?VpgyA%c~?v;u(&4
z4r}v%!QNO@u947wz@q(6$&Z63INN;0gi(k~cId7fe#U5TM%GL}MXDq3vPt&t@0^l1
z5apbI9WSU_klO^(s^#M)OW|pZ`WTf8%++F&&dNtQH@ODfyLAER+-$)tKI`$@jagNs
z`lRk~XxVtf^vAPann?pa<G)fW=RnnIhX+zW;cLrpz9dIEN;?iX4GTToCD<P#A3oO8
zXBa{^0*!r7J!S_G6qgsX6JTpU@OLaACX*ZFD?Kyp+9o5-m8@Q6!MDa2p?wT(rEQ(z
zBWU6al&;TA{HOrbBPop!6pUz!j76i!pxv@jDOi4*?ue?w-ECBDmDLkngu>JPq(uiR
zZd%c9kjgT8x0Jcf!K|szGY*u()vm&4n?dFHpj8mU=2EiZ8iNB@YJsp&NcK4Qi;ymU
zRTio=X3qs?D~w_eX9<gru`4a<eCgy}1&+f@NZyZ5@85vzZ<T>+SdnT5-x%1gF+zEo
zi-2!I|HoC!YsiPR$4$mxPxz6PcGu26Z|8lKRwncr<UvIZ4uxrDX28Su<S&OE-Z-~J
z*~n3R2IaS~If$1S45bGR$&Vvb<J`Mv-hCrEGZenv0d^VMXbEezal6A6E&29iwMtYg
z1S-@M?B0OmW$nNxT+!*R^=VurAfVlRW{Z$3^#Jj#H>V@Lw{;Xy&1g;9!*2{hD;#&k
zB6n0`b6bd&1m0}BYo>!7hQ0}&rov`-xbo94r6c{$4?#>7d$UAU$bEQs`FLojn%AuK
zOuv`ESDe`)cnl5Axi~VL=>vbl%H=2N;BkkQsGI=%UKS0HU(44Gt(}b;2ouL?^9*=h
z28~yn_Y|U!&(>3-_A)@yh2_-}cBLR2zGvm#&U0k0{$M+ElXR%O1-12W`*iCjum{58
z9Tg8P*T0nl${1?8P|#8}S4)%%YMA+Ag0WcR9&^o@rwSv-#}>6s{28l4l&&(eH{KEV
zM&bZrxBD(ZK@WJIo`0=`$V3h^KZ_;Me^TtB+KDX{{S^n_$5v+c{oh=`$pqO5#3pZ_
zD9@;DgF+e5K+WgfOh;fq%UDHyTUmw)t7BLiOG}+v?zE`Sm9HTaSC;sWWR|Z+oxI9;
zA(E`VfXWB7!ytveaGXO=M;HaP%GB#s$npW(A+_DQ!B&bQtprrt)z>v=9Cry?z*IIK
z?0vmMEXhXlMN%ASBYVN*A;*f!>#cKC8EkSzDl29C4el1o=R0v8`KOhEQPomVs|K=p
zoeJasnv+4ZcQMi`X{rv}a?&)y5)l+VQQWd4seN2~9(>>k1XuTbU1J4<dQ(x3?x+DQ
zcCP^esXn{H291f*Z_=|P9Q+xxrE)u-lz|84db57Iqh^7M=%th<oJBnunqU!`m2YE^
zYAJ`S6C@N^5=_$RzRs93V?m61l~hx$>O5{t2KD^G928A_MMNp9hALheujaxRB{rVD
zQh)+#S@%BO+?xTb$I2pTuSVWwIv;@KuhES%tt{tM&x+C`mLp0;t2mg4`q66CW*Z#?
zHC5@Nb`yj(0gV)lore49d&=+wvrK4?-S!?~C``4=*wAIwZ{mg<6QMpP9EMsA)!B@L
z=DLbk%$~91JR#&swKr`lQLp3@jnf2c7QB@rU#vK)c@>{<9IX<XpF2~!qYwZ{FQcyN
zIO_rA{TRGBew=jb#5IMsJ#inUiQXC{4@{xYBEjvV8LyI8t;UU`@#mh3QFU&oKmPty
z5+g%=Rf@+bs4;cM^PhPC=focUfQX3tv?!rm%-1R;yq_iwV2}?u7lN0**@Aq53Dv*V
z?=22F)d_^K1U0)kJAaimpFRO}rd2I3e{Qgt`uD-$>zQx-Ct6L2((bqRy<blo3RpAO
z@Fk9W$S;3EaFiGrL_ipi`<4SjpmW}a<^;QlT9}a84lwCK-%q!g6|FKxRQH;weqAOq
zNtia-RyVuhznZgpRfW=AdCm>UmkFoP1~|ws*vqWqhuZbL#EtNq;D7+opm{=9=2o+#
z5&qR)-|tfhU5<1(zAl(S+EJjWSJ9<4T0XvDGk>v;Oo4;!<A<9UyU0q&)>~sptBBZ~
zKvwiUCDI1MTpme%eShy@@Q^HCL6A%+EWKd9qUMYyxb(=_0mdo|)-&9a&$<OTbr+DL
z)!ubnb;t^TrG4rNUoQjdrmM38HJc9$Da0E%s({jGas*SiYhb#y-u)MGrLsk$YA>59
z(vO)Gs&TF|18HOJFz9r+RxMXQ)wF4<`LdnyiguH<Myr)Al2gr?`{Z*f?g^UUG&oZ!
zn>I)&Nn`Y`IYLJ-P|HDzH4F#;y--)jMjXP1RiWSTbA*GR4B~+BD-{&%WR&|dqZom0
z+)d?Z?+@cAH2{xXyWG8}?v#2sRpPd=*Xl>-xbWpFaj}62JR?KJC1&~j((7a3HV+FP
zQn14iM$=QZ3ZuBrX{O}IQQ;(oE?r_4)*CGrt{17pS}p(Zh}a|{&h_p>n5}^2RzJo;
zte2Y-DmC?a*ABph9sJjoL$kASD$pG6-u#~J*z#(S=kdu>Q8M-(71DEDyX(Q9A<D&S
z=p4g6L1lLX5W%>EwvimOmqu%U)i-|zbH|IfN+@nhVDENHxzNsHI*hxkwXgW!9Vz`8
zA7d`+z)7g2-SA?ov*n$O?k+a1z5BM`!Jt96ntH?9aoPawaktghT{}pHa=<q}=x^(-
z_N1vw|NX1l@y1KIye0Sxr>lo#quE>N5RMc+E&>4^+Ow>WO_D<kS&*Wmiiif^PFA)1
zwlr_Y*2_mt8Gy&?w?O;B;P1fdfgoz{EdL&clm;$?z-O3u62t84B)o=RTwp(R);gS+
zN%%&vd}Kh`NGYr-0?Zwqpst4E26RX{Sxs~p7Oxug5F?L3HfY=+CJDrrM+4m!`YU;y
zavoPSRsNPI_{RF0PV3QT?q>PRhhKC=X3LcTX{NNx!04r#lMHft389hJ_2%odBMQ(u
zlYu2#*5A{;KGi?MNS{0p!dl~yz)7J2=^j<Y%MpO{F53L2u^|%T`KinMIu>r9nyPX0
zKE~puHwHG9yWOUze*C1NFb0N&yS2hLLl1~UJ#KS93l+(sbt!`$Q(_$&-n*m;bGcLq
z6-wW6=!NbTe7aOZBUeAPM7a7u5foY4Z7RIVg%0?Liyh{t=TReNCVtQSPK2eNbJE53
z^)Z0e^;Y4;w9K|XLqQ|!oOFpel(~e-ocA=l+Boh)ZCgK&-d!gzx$O6J3TQTm2M2hM
z<66o5Ot6Obn78ARKzo|*Oxg3KWZ?oSXpdQ2x!AXb3k#2ouY&xm-|qYL`3DD|yH^zQ
z@r6%r&L5usdu)4RdTMMpyZ}I<f+v>%E;>MFjNvh_&gI)P-yF)H$c5zjs0IFr7P5Ns
zX@wM6Pv=xW)@e~hFHf=oxSJK(_^99_LKff5D<$;&GR?8V(3&lZGsb2{kxln%CY=ka
z{&I3!F`{SW2;P%a-dnH!L?qF8p;yzl=7BY~Gg#R0bh_;%H1_6iBmD+5rXaedO&`E&
zn}jV8V~m<}(%x(9K%LtA?Bu>TLNMrTFMAp((=6)CenqXj{*C>wYrZ{uf9;%?mZ-`-
zR^?B`RDJNFl@`4?oPdw5&oxk}2Q#e}-{jvFA{NAP_B`Q3mko672S3{?`y|kk>sS8x
zg^C6ly(d*UlRDb02nWM2cn6+T?l(YFc6$iMo06SLLIOF?hd4gork|+`@^OeynL`VY
zo2+751#}&<25&Vz4k!n{KzirmnU&tY8Cc|&H3Dn7&Db;(W;U^49|nD9dD#4NdaoFj
zt(~w^9CbdxcBG7RlH*%$xqpj^PVWjKOGA5OH0z|(S$T1+XShQJu@odHE)8&`6lJ9@
ztUW^5g0%OW_=L*GIT7i)0?q)h6$5w2Kl4YIXjoR#`tYrM8v-raLn<{7AwUR=oP#Dh
zYb}uA#xuv>p94nsX75leFFAD-%is*EPhrB7^#StdnVCWYfOBRy%5eJ@I8I!hA2?V`
zlq3>u592pd(YyR;13bKuE&({v%h(iZBsLL&G&`&MF90||$G>00vDaKZp{?`Y_1a4#
z6_|jZdjce|fNpMIG!b2KhaaDZZdXOV;B#_n;Lhe?rLXQOipTa(IvD<vv0bs8rv5o8
zL@dQK7Xvp)OS<JcF(wL^tLD=2%TGh4s-?#rDmi+VLa7?X#UYkl;M*gwGJLu5f3uB@
zbgE`u%Isja`k=DNCv-CqLVkOK$japiSYMB6>x<`K*P?l(lMcBA?3|C<U<+`KOU=lO
z4N8Ro;EYan9H{0s>d_(9PL)2*=nkuTk%O|buP=lhB*~64+qK|t!Rs{l9K3KwM<~S4
z2zHh#Y4Pva{CY#vZu)#r`SZH3e`R&e*=#;OD!Ia7^sqgMZCyy8f{m9ePm+CruA;xW
z@y91lM+4-}`f9^ul>(DfO>UCj3ddBTozVvk-htNZKj1c-g(?Qt0?M1fvf5u8Uyl3S
z(#4?_(!s-3uPii{pr8lS4@6XbgIb)0sXqCZg@@eNY$aE`+6!GN=fta1f18ly6vXs)
z&i8CAOF;Q8$xHS(!zd%De0_Ji&Vfj@69=h-`dPW8Gz4rT&;C+^)P6#V=#&v2%Zh@X
zg{C_QFPB>u=rE~9ns^*tAA?giFF8~o)Q!r3T|SCPIvN494{aT3>vlacCPL}g>O3@X
z_3ilCbL13~S1)CY&mR~He}>_4RfB=dfW&q)39=$GW(2v@gKkC9hWeh)m04RYRa$7P
z0(Pq-Jz)ogHB(TffKvi$cam7=iK3=55n<4~eq%oLaMF<lyLTZf-O3htaYeJ%FKuS7
z3X~%EaQ;*@rFO)<<ax(ig}3(WchWQpGu;W-<f=mzAGs|BOMz@de;q;M&+enIE5;Ru
zhGcf%?{N-77g9(LvrG}RC2X$Ht2LpC48I&E;BRVlp%jTm(v{ywpo@Bipw#>3<G^~V
zj?Ub(sb}a(<ZB_rG%3CjvA%x`X6O%C%Gu}y<9KWom6&{d9Kf}e4XhnD2m=xpq*Stc
zOuH=RrF{WEO8Utte{7R47j}xxak#d;Ber_p2urOzjdrDwsN5BAe(|WK$0^(bvZNtK
z<=4gWdsyeR;E7QK<MYmH0?0Pc;$-}%eIH4`^7E(=>#DJmE*@h)Dw`m2zHOm7*~(0+
zxpJ>=p2w#a4Z>3r)Uk!<^=Aq_wgSpsrdd42Ru^E9%v;~`e`Tg@vO9DEaY)|sEVXw$
z=n0$OmebFKlVcAB@6bC`%kNwaY1TTWfnf*+O*&dOxZq4mV!4>mCqdpD;QZjpW6(N}
zV*)U=BX_)k8R7vt7z#xfbML95gxr}W@>$+{<tg=Tp?6M<su42_EQm>C(PrLZVzu<B
z+=JOk43UW`e?KJ_7iZHmS_Ct4lbLaqRmotv>(-`sl`g>5(uGFf91(6&RCWhWytOcg
zxGl1Ta+ts|@BL9K%RZMTN=FD3aAVS4KhC%Bd(DNwtqsN?8j2=*1Wx3M$y9|w0Xj(2
zh$1&|!{d-)51*oTZ4Ak5e({#9EWev18k@+#$8AgLe|WE$3wtvTVQDqv?+Y)>ONGfw
z+%)HB3cCs0NExhd`%#xHiZdm6t_TgN=5YdISL*5r@$BC?s$50%JKEks{aefjo5Gt9
z!dwLF9Kb|5C*pss0&y!(gr2t-=_<}iUZcAR#d#2x-U7T*B%M)%d+2}ELYf`JFAzPn
zB!c84e-b99q4;2#A^TPH@&}A&8Qs9iBSU<n7<)P|vZk`+O@^QDrB3->xR^?meGJr}
zdY>@xVnWkT@AtB!xgYQL+-N$DWXj9*p^F$80Jr8V*PA)`EC#>YYf;M6+??(lVPl-5
zIw{a_H6W=^Gp|w?c?Z5MY;(~HXbYkIYVv)5f8tH!GWr{~Bl9OmKG6HSDmT{o>!!F|
zGLP)rW9&BHB0-(j&)+U2TZMHW)pv$rBQn7lZjyzsFPC>N_MC-r5F;*s6m7OZ`+KMs
zk>DKYjkqBv2*_>vGTvtxM?3LC(nE!LYM8G1^K<&(OH-lNy}9vN_9FOS7auPwWN(jK
ze|yz}7*b1P@yYB<G7n>**PTW2z337i?!R^%=v8YV*<iz~X|!`34>YG5s_1G&VM}kZ
z&9cvUG5tJEv7kU%ejVX+G;2fh@i8Xr3|{emPIcGY(54OaL>{zo2{~6i8g|<vi*)HW
zf;K~M2~<VOaD));nL)Y76R+H*S2BQMf06L|%(kW`nE{Z28vh-BaxL|8gAX=vX6sXw
zO#y#+Q;!d+vRAigzDX+^f=kx^-q{tH-=FKR%2)Dmmy`F2Un^Z}=>)-l8=gz|SMG|n
z*Ng9(kxeAg-qJ3rz}Wy!R9T#DRX7A5<Bne25fO;XsEj-owPR1?!APsQb{)@;e`@S+
zzqqU`yK6K<$THc=V8ogZ3pVF^-WIRi!g*CbOC{QgX#6yv{@i<sVFXd8#KuxmpQCz0
zTE*mRy6)QiEN0miJ4I-SCLXSfxXr-i_vp)Iq$;$jO&06Jx&9hHJFE<h5PG0U6XX&s
zbURuuX9lr$0@v?Z%1*0L$M3q}e{a1aebz!Qq=gTAbtl+GNpoSv!#U~RkG3q_PnB0r
zUzxZw`X)m6CE(jnvokrk*y$!f8|^o|Bs(u^RZa;eRmRUzO%$%6jXT%^TWc|4UR8Jd
z(`mKD--F$O1Q&<>52^LBD;WJc0v1r>*b?TO%>=5GMlHDd04s(n1ijyYe-Rg&KzKsM
zk!7yN!wn8wRhZe0yu-b{vE@QcTw}mVr;yk;<ayuKyusOODpr@|>o*@6NDG}B9#<RP
z6qrxc9~U_L-nlxvVdYALcUlu)so|#OLA_AAekDzsU#4m;Khkuj&JBe2layaDpmNfE
zvjvOfb5nvb77co3Av71pf6n^S5_8{%yKo53lvE8CX`pY8bEE5r7-jbe1a(Ltf5tqt
z{tA2~vW$XmLUHdeEnkP6SKX!O(omCvmzv0F8Tg@r0ID#CbvZpN3#zI6LY>{l*3M*4
zBS;C&s{D||kq?_qU}Gz-4OzDq13ud9+FXDpXowAzWr(lEg0sOQe=E}7=wN7EY}I2D
zDWREDFB{on@eVmFT(L(`I(F8ne}UM*((ockJ!Pc>-{@_a%)_6>Nu%@3{whuTBVk8K
z-#4-z#dqG4T5wM1p%ccRG-o<gWrl%lEJH9Rgoxg80y_^}3g>Jsv`wcL?w@y+GcV6*
zIqokJR#_pTYd(Qye_;mAJ`lS&s@zV~japS^TCix+OcYIm6!*Cu0bgO?gt07NoynTP
zNV=Kc(8H{{vgqne2qtDzget*@&XlpH@B<+{%bH+d(8Q#y1*zhrv^2?>UqWrGx;)C7
zI@UHu-Kc{PTIU)iq)vxg1{!nb_ogt>fl+I3l=z&BahEO`f4k1hy<c<c=IERkp{Owh
zEgrD3HKW<tM>q1~A0d+^;W@y|X@d{H2<(Pad;Gfiw(6T?n&oZED;(Y69+O2WxKW{<
z2|f8)s=R%x!uCxGUo<{3_1-OJGhSU#6@3;JdkhdngI!cAsdqm)j!@~~w8`s?AL*TW
zyyc>D1`<(cf69Ujd0t78IBz<$ljtTzzvVk(@~y7GOHJ~t*&8P|VFYZYb(gRuPblsR
z^6rI%u5vtq<AIx?^Mfh?p-iabRd{zY(pw)VB~884q*_UN44X-~S`zU>H<kxl_UL#!
z23>ZTzI^JGrm+k59*+umH9fTv14$E|MOFW@7tWr!e{jW;%}BFc=v8EwXJJA8EAvZ>
zw4b@6>{JUK+*uW%c%a**?QuJJMmNzA*ni+@Y6z3#LxQxN8bic9tO-O)R0+{5WFz5)
zEmn{dXfp<L4%bT|v>8KvdgMivoZpG<L`7+7>mmZ66|yvd=7di48&>#qcwgjIp*^p3
z`w>GIf64RKK(MUbX;Np$QA;Fl1Q^h;uf1;;Rr=D1W5ds|Q-M0yZ8V6Qhg+cDlCC6!
zBR(Bvl2m($a9Uu`Dz3!ih`KtMu-Nw`*j<J%gJUyx7qZ)gV6Lz%RHSR(y3*9m&RsTt
z-e_re-#52rsyo#!v+)qrL#fZq-iOPO0dclde_{FYC|>!96o7NaqzbpOWCe!H{=0ge
zm!9O49W$CclMLS=LR&vI<x$#x#mW0KH?hUemcr%3mfK8_Dd{&@-H2E!QHuBK3$Bdu
zX15196CcdVJiIO|vVg5U@mEsNSMb#0t1Ja=XD?wGUe0#!;G`MDiW4o5tcp2H1|FL&
ze|mK(l;pbc+f{fpXVXYdyph>YCF>CS=Z8OH15ARTKYKb0Jt`Z5Sp|Fgr6WzeYwN!D
z`48m-AvqI3X~o9H7XbTTm+wnW9dzD~!uq4wVBb@iqs*H7X-3T~;}I2#fr2#aq&V~U
z`PVpvE$IOrY=b?W7he~)h+rdr@<I-Te<47zbQ}5e%8YAK`1xchICWM^l=kH~mjR^u
z*K52m!hq7~3#D*O%DI+PO>Gc%UmE#pd+gl#vgEz2BbZIG4eD@Pdr+}6UGCu?z_nNi
z?+MWmm`<aP0~-FvZQrRmx&Py)o}zdU0<_Nk;1xG;%v!)x6USbf=ABZ9W;Vdve~PLx
z%Xb>mBr7fn+5rk`qS*N=SKh7<v+b!3bxmE9%3GxfR*^cUOHwN12qu|Ad2=#mJ2YLj
zBPWS0oY+T>7@>EjwTmbp+z$TSblLIo0j$9@pPeM{0R1gQDi*&sPDR|ZEuP=yrt->_
zzKz>KV%(#`a}j*9?CltFp$=+4e}_%UQ#9NO&J&(1XiZM``yLZywp!T`(p{Q>pi5-}
zY4`NrJPI&HUl+X(r4!cj2}7^mjOpuY=vA-EAz(wtVv-wCa+=$~q&`a-(d`o)5(f$n
zP!J)w$`a-H80!lIrp*%Z_IF_)N0|1^A;$(12+X{b5w^y7^TE(Eu2|32f99ZID41-w
zDO_I|rcJ7g<yDX8U(H>I1S@iqEo_lZwJ8BDkAAOnRTSjlJJU!W3@3`zaMTYig5(N<
zIdx1T%Y-~EX^e+c3utcqaFG+M<X0*&<AeR;tS@8S*QLDA8&3H%<b)XXt>RfjyKTai
z&ra&AaivPr-jip%JKGR=fA+-37P$>b<j@J)>5^QU0=kLDyN(TZqwbvw1jA##6gR>|
zT|#Tioyv`EPm^yhCa3M58x}@=s?0pa9T+W+qtZbw)S5wYzaaI<2m6m2f1~YUi;6nJ
z|BmVS#INI9&4cSdHIXdWUQl;#uGxor=y2m;rcl+!%`ICS;m=kvfA7d^PD`M;`=+4G
zqa%nXoLZLservK{RQZ4?^cijH!FE5L2QCyu1zEV%0R552Y@i9u<TMYve_GE%%ANxz
zSDLf{dKSh7O~5arJr1=(gK1&gbVBxsnQlLp$6QZI<Bky&Tc7BZ3NmedM?@X+RcqYH
zCl#qXfxRCtB6D1IfA6UA&Ha=-EVwD`-6@i4i5eWsDwVp|k5CzS{w5J&sI=Uuvy^fg
zXP>q}@wGHQxQ5gr+#`N+Uyl$Sr-Qw8q-_B>%64j>v(ybU)xr(UA>?RcYPSXZ5|i4e
zeWgIm;6i5-<~PRTY4-oLaZXF3D9W;J+qP}HXWO=I+qP}nf3|Jgwr$_@vhUOShN{ZQ
zh^&!Qc`|*?Aibu8nqp)2r!*D=jDH;V!_?*tFp`J?Qb_v*6T5Q`V^dl<lsXsvyQ;~F
zt&Q-?ODqFl(PyJ`#Y*Osik@L;F26BZby?ejV*#lg44uC+){Cr`yyVRHI$F8^@=jX>
zUf_ng@rG6~f2o~RFGGB+{hNr3upfe;@s_$0We?~0v|T99%5FjW$^MbCY&WTZ%Av8X
zm;4Z|yisRehk$!)#xd&5GI4KIe~4dNn3ReI-p1G2v!1j*PVZguGXSjN0A#azli^f-
z!zHc$pi{n9hcb#xakv(8UQpY4^VP@5PdM1+k?F#_fBwDdk4W|hFt*sdjhA-yj4+uJ
z2G)5_?ccw1!e<Zef6YW~p1m%GG2Y=t*C)8DT{$O69IRqt+xZ*}zYYXN{rq<3Y<+J4
z@vvUIccVv8;x}vLozx*5De$7;Fzz@&c9&gjT<fg^33tobIsF`oi<0OyWXZFg6hr4P
zNC68if5!?&>tcjA(Lo17rR>TKV;6OZNM6+_1ynF!99~<xE3*dHu7B<}eDbSeC3Gdz
zzp3;W)XNY*KQ!*6(V&GNhfcPP&2Q9Ml;@qi-)c`u(kVMDxg3{<TMx6Sj1J4@wY})A
z7^jeZFjy>~OUcaolX41MPrEV#Aie6s{PV4Nf8dDCMYk20P$_rQ%}3{GhBML}yj7*#
zx{t^BG9IMO7E0R{mlHY)G!h)|ewZ1vi~$t4RSAc^CxNW?Nu#e1B86hEnr}`Zm3h@$
z@<N1i(kgVxdkzb#m#i+Rm@K%QLnH0^0NRrKW5W~|IEw}kBd%EBSe-X;oMkB#+enKJ
ze+}e9<eesd{S=6xgy!~g95e8Xe;;@ZN%Hp*F?Ypvu)%#5SEl6M-?4SrTjEfD>`XaM
zT<r#_fA3MMK4hZ}5Y3xT$}Pd+%*u^(>E6rH-oo^o8y$aS7mco64*;wm>1j5KAzwQ2
zBGI{R=Dc4+znl)BB4)sME|fOl^IC!Ce}Ho#(I2SltL?5sO0lP{5X&fYhtgqP%9k0V
zakp`;>p}?P_^S)n08Q%sH%P<4nLmyzbb_^YzD#aBrWef=WxEPmVzc(l;A1tgFc?%U
zrhWObavzez0GORN&sQQwwh?~XG#4}I?`sUQf!uYgGK1tjre$e?;~L*HE**j7fA3Tj
z;<9U(mKPg9aPrVV`Hy|3_;VWijWLh@u6nLmS%^~^eEgK|-}J)^o84Z@qu*LITn^&4
zAP6}JwCgt5y)=Z_NqZtVcD=%VLO0xAAYJXMo=bu7(>zhM4_dx~L!G1IXwed*{9Cg%
zQ+~Zj7TDOI?Fve#%%xE(=en=_e~s`yvtA77{<l>X5|@{FTHkyTwf6Fdx<mSO=HN1?
zmz;GyMw*&k87gWO&Ga&}$%x9%laYrRx1V<xjl4K<2@3*rYVc{~UyGAS%{+9hS{+qX
zzN0RIdi)5j70_1YQ-@=1pi6PNeg1~3DS&}s(WBRjaRL0Sd34QDh0q9)e*?`B_Rd+v
z0N)BCNQod5W{GWew5`(h3m#B`8Om^(!;2&c%<cjQa3cPPVCKn9n~($gr`dP=93Vz<
zI8*ZhB^8OAkxnFtrb*565}{<Z6e%L&rb^-viC6TVv>cmopLfVIqM`vrua_e$p7;^G
z?WS!HDVT2~1U*>4D2;xke_pEB!v^_I57bgHeGCnXMWhCYyx$pgS!2+(NXv-u^*-p`
zw)U8;$Mr7ZUwyb%q^5eBT;nis&6!dpIqkZZ=B7rGj<<XIAC}tnAP5S+)+68<=b||Z
zijKn($M0#9!n3CH#5=6dVTpUE=*uG2PBC;?Jg%4BbmHX1F+4GIe+%{URjZx*;V?=r
zN*y2Dp5EG#Nm?obpB5l*#I{wlsIV;|LbbYjU=XzvQtz!x{pds7^$5I7Idr1|)~YDH
z6A5pd(eBo>>yv`vku0IfJ@a9~fS*;wXFowTET5<*p?%E!Ki+i|NQ>0;g>Yb=16vGK
z7QR;s)$6)ma|Kb~e<aN+hA~<EOho<=E2wesMk1|H3Vfpg-|do9zZ&cXuz~pfAX_(J
ziY2z?7xIMY4-X4E=;W)&R(J+n`SCpDjX)f<TO<pAuqSkVT(vhv?=K{S!$xIhLTXv*
z!bRYfGp0`<4=)Zo>eA-VHb1%(t*V2OiPK|7A#9kVOF%Xtf1E}n5I0K)o&CW$gNBiY
z)|s=}7aDeJF{hlq^{pt(14Ttir1#-QZ*7jgeqTvQ*PJ>CW+0dnPNG3XVHy6)39u$;
zue7O2iY;gE32M5b_f^}Jh(?tGw~k4Ld*(~>2tpm-9>DpU=rEPx2s?&mh0q$esZN}C
z3YsdzmiPewe}cm0R(6lxey!Tv5g6f1mi^{9r66Wnlsu4XNueZTQ0E+h>+=jG!XI4>
zzWl{z{ykD-r0CHQ=U%a#bO^`VOMhIG=JQ&_<=^Z%XWqo2)B337L_?J?&34>#kr-O>
z$Nkc?5|;0-S?E54wBH4s2h3=NUdRSah7I76mNfRRf7L-cB~Q$d`@G$2p`=?b4@>nQ
zpbR23nF%OX<C#TJIPtAt?-phR=Hq+k#hiC}|9cBn1k8O&Ovh=%ri7h5p7GY0l_#MA
zX&%pFZ8PAkjWCdG*qx0KP3{kU?KJt7^Z8qPduNV@oTOoFeTr`i`{NU@f@U{{<V#F>
z7_KgVe=8qE(V4ZDI{L#p?{JbO3P<_@C<^Z*YLgjs!+_B&=f>NXe=haZnyx2&CuI{%
zu<_0uTg2tG(H(AH*TwKIO2-w6Q<J(#A(aSb%k}|0virb7&a6q$c}?7vsQRr(P-`(=
z+HVg%)4r5T{{=kR9THx<+a9I4-h%Zl^~-%Qf6t278r<kbhJ5B94Y3fm16cEHu%VyU
zH|+1-IJ98Pjx=&t7KH&Y`KnyD7hSwtcnNG~?VjA$n1AHOvYwQ8n)bgh7to(Z7!38y
z3%)<9laH#34zP9_Z6_HwY)lK!1;>s5FMHi&!@K}d0}8E^9UHM}2BypJzi#X57hbO)
ze>Kc+$UYV$)o#;U5(Uhm4!t7$rXGC>X(jyTyjKx&M9s);3lJQj7@fkib-9{qI5v=!
zNn@{pzXC285&LedJ#V%y5P*e1Bb5a88Z7=hoF|CgWacV)o~*B0JDBp^YaDi?@ttZ_
zS0H;~pho2R=w>rWb(im8{Yg=>W_=5ce;rm%9g<)Io4bi6`9{nX>vl~BD)?5lAx*6i
zaOhpVB{>MuYMp|@?!F=gf-i(bv%SCQ+D9hoL_bg*F$z4Hg#qGo1%WB#!_FOm-ca}M
zZob5(bQ6P5AU9cml9+?o!%BeGCS!C|u&1PvEUV=a5PLg2ynEo?Z$2ME*@KD;e?bNx
zC6ILM4SYbg)`S)AQa7R4={!;AqY-efD6}B@NV}?LCx%<-lr0>(AItZVE?J(ZtB=VG
z#Sz5t)LBl`_a1ZlTJ})fXG=kvrHqhJ?zYhqcvG%ml_uOwlWir37OtCqoB+8g7oKlQ
zdtma4$SDCs`F+&oy-B9%xJ}kke?gU80tO}fiWdcTJh1OdZwpVOiDM`C8(|9_+nu{n
zaim5X-?#t0BonWwO;MCLnOg&nuPq%Lls*{kj{)~#fnCB5g!7@CpyDs(L(xWi2%u_w
zPtD6(69Z+;1)emU>OgzDnH|5o^fN{{P{2u)E3@LMbbRfF=@Qn>naDZne`D&<E{4ba
zg}W^m^~h!LVE*}%&BeC4dr5NKo=Em%Dn0Eidf?W$ZFuqdk?dQ9l^SKzicZOq(JPbC
z*@f@ULS)GVo{}FLJ$Z2`5!CIt7F0~*D1x#Fc1Xo2>zuMTg?VsATa>O`RHpW~hXm!1
zcLQNs<;IEsr!=Ru`K&9%e|$7i&^4JTfK+AQT;I;@e7h)@e5)*tle+FC$>DDvQCmGC
z$o_t-CQ%PE?9wdx5<HXK3T(=8b;Q%~>TwE?oW4c#T^MpyZq8M^8sZMmrxBU1YmJqE
zv}mn*wYe!|Dv^I6Sufd9nk!vI2U5mi@CiVP5#Ro!F8LXJojJY5e^xAtL>d99+6-`j
zP`7onBls%^Zu;QXK2x-eS%Csep%vB1gAVbP<kD&YMs!oPe_#}c2Gg1Q__O`P?3DR6
z77B_6OPa*^qw81?zDK&P!J1P`CEpR*xVTgbfz<+h_jaXGU@z7VA<<vvbwk}BcTFCO
zA#QfBm*IzbVo2QZf0O*eZy9h*wjAlJrvbRlMyYZm1(ngrUJ0ycQ_r#OI|-#SvU06x
z$s@0!m1vhgod$YgtW{3Ujy^K2Nnk}xM!vh<8Ag4IAf?wMYeot2qX^3EHoM}J2(4n@
zbct>^X!UidQe%84eLU)+a&y8U9DsKj<FZk~#jXvyE}g2;f0I|a%yI4z@%S2}#V_&G
zTQ=e9%!c9uxe5{QUtFzdaBvtX^^b!M@Tjb6VCHO;%ECSK+d!qhfhzBT7^t_JtAncY
z%bmPvivu<Aiw75%j{J%hCzl%D|MwfbTO~qT%92(*V{DdS4NYv3`47B>Tp+v(5c0xi
zvSznYh<+RxfBLe3rFP8PH_`m4XPZT$eMy?7rh#E_pX<|>;+GU<ATu7ipXR4>H&dR>
z$bLP*?}7lLWVa>n4V!thc5(Lr*uMw3eNbRorVdv}K!e}%v5{H7hv|rIokS$Yok|mr
z(JMA|B+~JrRdm&-A+sY4Sw~G-jL>}1yz@pN^L#Y{e=&eH92EI}BraQgM{vj;R@o}8
zx!cX4G?EBj+7x+$6Lv$5fyw9uYjDJ<J;i9AR3Ld504yMZ8Z82lh5^X31!JL?Gp8wT
z_JKw=JxsBpr91bTKFZsxJz9RW1>E@aFBGPnN1UA2c{S66NGa_*ls!Vp+a6~bJ$=lu
z{F{%Te-LW1(pH%fM<>daFy@%In3&!D8MdenoG0f7*uvP(ip}C*CJ*#+qHrQS*%-&d
zxjU^H)X&`1oz-e&sf>lP+Ptubp%0clMKn(*{r4W0khwmujnVJ3T@7>4cvbTCW-*T_
z0l1R;Sq$k|e@x@)3PRp)7Qb%VO$s@X<xezZe{F)ZX)mx>UAM>6Kkz2hnpc$S+9l%k
zZx3|(no^xU7=WvaBK3xdcbF<J6{fDw&@We;&Yp4G!|);-gZNK45<9z089gR)5Pl{<
z7{d%Li)Y~v+`jp^Poy>Zcbb!Sb61pD51r<3u9zvN!cbd3ap{sQo&&b=-c&ERBOiRm
zf66D{1y59qbX~7V$_T8>`b}p-8MDAkKyKEIpxSpMI8zQgzx`~bJNxiZ3SmJPdqdMx
zg0DWQb7*=AJD3~zKjtS79m>Z$OLCVd@+Omdw=v-<zrF_ohUitgF}c05N%(|-Ai}0w
zM{85Ol=kNmn}gJu1JWq=v=`j7d7vupe_t>;#}iMG%}DR#c5AfFCz;s6&U;Ci_|jc~
zyt@CbWT$HHVU}1=S4_mxa^$WyMBfzgPT1&@JDg-D4W~wN$?pPx4csz%+k|q}!q)1J
z%^7c2`#v?bT+l~Ag5D9+tH%67t`rhQ&A{&k=b}I=VU%^%^0^x5WuoB7S4pNCe?kgI
zP+LqH#1J#TdJdby&DzD^Kxawa^E)t=JT8mAMmk;}b<ct#0=3-4OGxz+;z6g9?=i{r
z!6RL#Kci^ID=8i?bGts#fTD~2<WyqfKm^zeJ1ivJ#k}1&b!~qjJExvL`#lCQbL)24
zxgt#2)w|Bcy9`$)VrGX}%S*?}fBrKaeHBr#$gOFL6THu%iW0irKq_RJvSK36<H!IO
zSEk~ACV*7{NjY>M*_gS243t~vVT`YHE+9U;Bt?u=3$QvL1QX#oT`GvNM2UKNjG&b@
zh;1fBTrt~B=ss{MoP&@pRLIX&rl_AV8Qo1A4LtkzR>d!fXszWhc)^Pbf7kJShcfwg
ziCbp&6Sv$@DJeB)Wu3i9d;Uq<ixkpGmrnC8P6e2dc|L5!zBG6{F!1pXG{=JBw|aa=
zWJcd1ze&KVoW!#grQ-@bD7dRi8G7?9?z6K;wzI@%oSK*?Qq^y)9fY=AX}M}q{pX<<
z!NDGP@YClA&A!-Xt86FUe;x79>Vl@O6v~)5V-&0ISj@zg<T)=+>+znlU3Y?{-Rs%`
zEAo}C<HOkZC)F_1jhYJLPp{>NI;N$Y92>c#S>gJS2g`O91DKN}sR25ZNIzbfeD!ci
z$bQi~!K$n}ht;lFPw>5r!<X}CX;oc{mAMBpQ%0B?5pvX!P(#upe?~<V7l7{nDXi5}
zn=zNdQ@?@DZJCY}rLzC>>J)9%qxm!5=?$`z#X5}jq=qt)>SJ;tg5KbI`kqEq3$Vmo
z%HPvws_-9d1@6nvo&mf`)i>sH)aSrwx%JvEjU5IWU&3Dti+&wC&1vP*x;X9qsXNc`
zoCxU!0{aupD|XS!e;nDqWJ{q1j1Xp<v6P53WP)8bPXE2GLrF3>vK*+kSQ0|_n#Ffi
z75LsG$;0&0@sB&SisZ-f`d8a}X6E(wMFx*6uCzd1rN>TZ1u+aa&8l*Bc?t59Vxz3@
zNe)E_@xG;3OFRgPo=+=^LIS;{qlwSgs=>gbnV;LT5R`rnf3q`ZvvZ^1%Zvp%(AcKj
zm?e*KFx-ZOe70738dl7docDl<)hW<qolnI7I?8(E*~6-&s3xn=|82MMbGDRvh9Q;_
z<GYYC6^rgH({AWt!j^^;<wQaQqU{};nQHIUd+pD?mfG?qDSRN#qn9>1KE>e+o@{Bp
z{cGd$V*Pboe`m8MrroStLTnJE5xyHp07y+kj!Lj!A2Dxlm#wfhxWPk;y;7L(&x>e!
zQ;FA|7*y7(Hk;)7i6`ixXbmw0QPP~=g+}`XIIQ^Ux-2#bmI>?8c0}&7N2sGwF*!ku
zN{Stg#OLXoNJ!QEo}uMS#ttaV$<4)&Fa}OH@$%1jf8^<rcO~C6zLuBgdVhxvNCPZC
z^2bU-Vpo21AqC$JLrJSb)NMCu#Z33-bRCVX@bVfj0nCSy3$nZg@TkBEk<Ox1f*Y^0
z#C`hkL1z0}pXD1#(Hcy4emWQ1GgY7kl+pHGOdS%&Nx@$&5Mw7hcv{^|i*e|Jl2^#S
zw#6G{e=r)bLE9&TZw65XdK-<Xa|Q&h<`u<QJW{zfXttApazl)yH90SBm@@)Z0^fiG
zE#wC$0yf1lJfFe@rztZ7Jx2!@|1Ye=@ujNON-V!YII*5zN%JFs+FDIc-Z-U~DCazQ
z!m5L~;W`ka$7i+*evp!le!|dPW7Yx&_4(iJe`=*$57rA+(<ZrXmlWqqn(L|_lufRD
zcnyhsdc|C=mO!iLZ|miFayI4&J-V(Aw_YjW_=rNERTH}kI7l9xq`bp1O9nvvTO#+L
zEr5l&8=lDtj2J{pJK<q@)A0vv%2=*esa{X!+<*Lrl*0&S5u;pMr%uwJc>zkGF+e{X
ze~29{_)1bU0E12GA{Oka4O!df7Vv=T4~<R_sOCbe*IqhX<{v8a-6y%9cqEJ6f5^H*
zTAfVwsS}FlYg>{Y0{ZWJ%D=Ce;#3K)xMi=<xRz-iyz9=Klu%&~vILdo?+_EO!CQ@H
z%oLM5UlNbf&C?xUTW9(_-+gT6h$_ySe;Np2(1)@y!Ybc(lO~k=z?{@>GHl8r-d-Xw
zvKvHEKcyX`a{jY2e2L2$H&G>(jC6Q|2_3<FEcBp<l~+hd<_KPz@)L#$a-eg6SBcsT
z9AcA}>RZ90Xw=f~b&IdZwsj6J0VW`ul?pruNS^ZRDnOMAh7djxI6i>bJ2{s#f0-1D
zifot41|x`;FmX^2fW`7QLIu#HM1M<Ujtk~1XUQ{#A*WT=pf47k#C@ZP&Rv*Tt-r(>
z1JN%A8-Tri=Ml_mD1cUE9H!jJx$0w?Aoyp8m2SL6apXpu#~;vL8uWL4tL4>-&Tce#
zy5PwNrJ^>lpTG^Or-2_w7wOz&f8wF%_i%}qlhTS$$iFgYh^&<*TPed+(-Q7L%6PmQ
z^o={Y8J!nDRc8O%TB@?$NJxUTRvJa1g2Q&AdQ0eY>k=;e+%czD-h1bBu`fubkgH-B
z`avM)KrZ|}vBrQM0eEKRf7G4{I9Ct6=Ez(OUfcCur5<;6!HU#w2P($ne;e3EN0=lB
zroDaaivYbu*%<h()bV`A#tdLWeWhz^Lf@e3NQXw=9XvJ0PJBEOQDLoc73W&fr8XUz
zvI0afDAmx<;Z$N}UUe_OD4IFs0`2X2Ij-6jjL0umAZ)fT#dJ`^67inOD^k{Z@M%O)
z?|ewqDrgh=;#Si3SdS?We;3zwxIo_#@v+wlQ=hP`rk5jIiL5skK7m#P?o715sj?AO
zrqRR)sNP*Y!N3RzJp{nGn0ov7xN+J(>wEAP9Z_FQAnL!o6>|b@M}*?IywLm|@5e&&
zLj_OA!!G{pkh@_c_DAiwZL7%+11gys$(eM&^l`BKB;yKkH22S)e{l7dJ0lMx8{>t{
z>4BW|i4|*yW{xG&@f_|yGaYYoE4q~aew@w%7yzd8GY)aKp7T<xZD66bUu~<Ae6zS#
zWrolBj1s4%U<o7ZmkQCmHT?SGlj%6PnJYk_cIiNobY9dR`xC{}OdJ_kj^|l*`7yW=
zKf>O13ew8fAT75Re`9qE(APLBW~w!{3^R3<3GS<`0w&JygpOEjjr+HL%@m%3J)}Db
zSK{5x2X6e@3J({Rq9mq~O%f5Gx5v6pgZDP&F?FhF;M&%*Q_u5RjK5cEga8^_5&C@k
zvy;E5_dUL7!i{N=gRowu_uu6wHs(&?+DG<1q*Gvo_6p)YfA&#&*;v^n(%lEq)s<jP
z!@ih==CHfi0f~sv!}CZ&>vYRW3kTW5$ZP+}?Vo}<riu&yZ4XfguEJK&UC8sw=g)N=
z_2);}aFn6pCt=`WkWsWwwhy(OVXz6I1~HKVO@heyK4#G_p8{=_2F7@k;=t5J&<W~#
z3#$kjM=w-@f8u7w&XsLbb|`;d*f>VEGSSYZ6V<EeB##|z`bs=h2v!#y2cNoE4Uz|h
zaN;v(_X-(_yYG@jeKFoW;=(dQ>j*ei%PvpILc<fZ1&E!S)wMmY<Ph=G;GR{5eD#my
zCL)B8!r@TQmTzXRGDGHM-%>s7NEO&_^&USIEhppRe>SjB8rDJe=y(}IDV9FTIuG8C
z6RM0rh$O&ukF<i;UFBy`dutj&@lmo<Sv2Iu^F%chMMS@26lNQ~q$03;L&cnu?Wvcb
zl-X7^0ij1)&gvEVE9uIyB;qSO<Ffeka(-DLk@f=fkRw^>U^3fUgInmBX+BlL?AP?a
zrEcAbfBqjGFUR|HlJ6iF^kpOYEwA#$-sEIXAg^+1kmqV*p#HFg$4qxdaX9olF{m<$
zPlYERTHN!A(kBhK26pjp<wuIWLNkUyFx48aHMj%1@_?^8=xx?bLM|gZMljNr><u#m
zp!$wODly@kKFXYCh_?EUB0jGg>wZHIaHohue_P)-V3=ke3?h2(2y>`lb<)t&^V(v*
z6%l7+6DU8t0Gz*itVuze=5D0jDg+`&{o9G(KXum0>Cg06$Iiy*+8G;6#M;#E%Zr(R
z+*_59E4+@m&#~*$R^1U|NJs~1lQI9Q_+tt@TtB6kPE0BO|M{OH8>fNbSlusZU;T(M
ze+7qT-N+@MX*!7kqlP^P<Ufdx-q`U`s(oUL`GKnjrOJ3u&+=*Tb7Qi|)V=s%Rb<{`
zs&QM&NTnnC;JshnDb=q@c_M)Kq^`I;N%?tm_@{bI+-HtqJb|A>Q-*7;cQ}lj!L_P7
zgyj|3=Yl4L<<NCK_2oEc1jAEf$3(Vie;oM!(yr03(M`S^at)3i?8bhiI#5@C4Mx^`
z1vU7?2}~eJ8s<AUOQpGygR2rYgW;OPyh`q$4ce0vTZ6QX5G!~hA`yKkFU9p7buSj-
z=0jR7wq&(Qz0@hOCBS=ozCD}b0r`*+8YMqvw+u)Qh5_%jA-@M)!b=5|Kl~gwe@)OF
zl+5=I%gu%{9Lqo5y^KtjQK$}_I|rjB6gV1n+_Pnwc3K|`K&0Lzsh*ME#|u|`?G+rA
ztvfk2b?6bYNivODjz{$^W$bJK<bDBGZ8rX`c9%dA_cumi+<bh4l)4Om4BLf<Pfyd<
zs5k<QLphx?7wzO=Mb{N0MHq2^e{vO}6@$a4eO!)@WUK5CEdDqPk|d6FvrGR?-0a4s
zBSvm$BkA|^T_HxEAZP@i{ROl29#3KM#a&8?n6D?O4xaktoXXL_hf7FfE67$-ni1DK
zp}G+pR9ZKk1!IN0LX^4!!Fz2I!Rhxg$Qkq4wh>YZ!rfZT7-wLbF^*Zme>KJ}LOr-(
zIUV^Z0=$$5t0vIYtE<+3yOJ%_d6`suZi@oMr0}dm<6t6+EYFOao7HbKAWP+${6%)Q
z-;UAV0YyTTYspc;Z2TImaH^Bk0bA|+=w?Z|4##7V*W;cA-&z^l)AQwVz6$fhKEdOz
z&<+vEJzSPVPvFAO2)5zBe+|@DA{bPO>p(w*opU+&%GSGN?kq6(m(JJ9uZ^0x+|K>d
zS&*jE?WM$ei)GJd^Cf11vekO!QbhVT+8SNrrT-b7^^bUe4aWUVs2W2!HYZ|!B4CFf
zwm!7J{AI42r`BxB(ZKf2Ab|A7je22m_K_tD^lzG-^!D>ts5eM8f2{?gVgh;flE%ej
zLCd2cg|}T!X}g%RPoRm=C4U0>?JEah|0{Y~<W3|g)i@SI|L{!eZIt{fvr;5)21qcm
zGCTU6>r<UwBm~zeg`GT*UB9!NW=y7Vhq32(1FtS-bWcy^C~{A$bj@+zZz{~#Np8X~
zHMxHnk>gko+&SMpe~bjL*e@m&+JDQRN3k}^O7coAcoE_D-k_x5xqvsO?ho{+<|Gik
ztUSj<)g=JxJa6MSv4m?RUc|`&K-So^d7(}2N@_fg(jG1*L@ScoL)7caEoyzJyiPz>
zybl75U5N^(PF<LohStPXyN-HaS$GSOhuh15cVA6XXVxS;f4Oc7z)caPKG}eWbFykP
z@qR34hfG@N*~7F((@+sycP%wQ?~9B1MCDWU2~ZbV{NT=nmx{{kiGbWCf?|WysxI1D
z1bcQ@v4$4#HKeHh1*Qr_(z2BJT6|t?(&h>9A!`v=L-UInmy(n=nG)<cej&1*x&v=&
z7JI9a$&({}e;aB^_;QZVJ+M=%f)|#&CjPgs5IIMY!W3G9-Xv$BK*Q*ph)|v<L$Iz*
zII-ir5E)&nHT4i)jb?KplnQ7y<hJa7t+2Esehn_@Gi;&2+;9*ZD6>PEo4_JV{jW_A
zfeh_BJ5Az_!g#Z8usQty+;tA2?3+L}lRo}fKM1wBe+P?;YNlg!zKCjuS5HpSvTU8i
zc&}iw1`7<zj+cyItTN~lV5<lpKTufA%}^mp-Z5B=VlDx;$c`B22#N^FD3?CAE5T<+
zNe-Q8c|c6l3kEocJi3gd+C{c}TU@oJ;o2<E4I3DAC#g_Vz`!vo+N=OgGeQrLA>$!c
z_WY~yf0}_czB#X<7_-tpf`Kt)a-HY{F%_oN_5AG;x|hB5qiz7pcKFx@f3{6usx=w8
z)k13jDL3|AQuebJIbAfNBLLBJ??X0613Styf@pxi5x@`;7^~L_LFJ89CPz~$v&EOv
zce}5WQ8G^|g7#@I(Pi52z3FHZ+SLjDIFULDe+@W@XVAJ*ZADhYHhxm)8-m-dCBng7
zDHr#YLQ=f=-_-jp7AIP~(k3E?rdzL3yhre*v}HtI%w{e*#_Mp^vfbG;hHO}r&|KD`
z+!7;IpAUqIClD(F7~Q1q&<=yfmvx-4I1ntKdt+|_mx?c5Uwmer1<WJRf4D$1YU8Q6
ze|T^uI6#p0WDqR;tq^8KfoJllRLS}Io84*6jTOSk(aM+>l%$o<SR@;5lJFOu?|XV~
zi!Oq{a^rpvAjqJog)x0+ALU%;%C{6h*z`JT8&Ye=1`AoXuhl{7Mu@QDp~p=yf~1i>
z_W?E)X(^Kw9^|R9Aw$0oAXcAjK1@a)f7C@Mt48wG@b}E&#;HyOZ?je!FB$346!3~o
zSTj3LqOyl*1m`jr65|gUsGzz@9YIWpIPhsHTWX22ZE|0V7RGFCh;hEIZ-ZXtEsPT=
zeils$4{%2sm&RxtIEI45Y;au^I%cJ;8EzrXpGyb(+CH1$c`-~=*kW}Xjjy5?e>`za
zms{=NrbktL>v4zi21h6#fm(G`Jn8Q~i{>!#!iL~!_XH`H1{41VG^b-vo_)e#KyZgb
zIJf6Lw#+AE%)|d0J~ITc^85jIpI&|#b&m%w?Ilq~MfQdS6_^bsCPod{SB#`wGT7+1
zvtHtB&(y$Xf923|bRQXnqane$f1F<MeI?HlMa{S&03d_Q906aC@Ltq@KB=6<tpgK{
z>(!SMh8s*UY#K+wKg;xgtM1UJI)>z~N3S7;=1jY!0c=r_fx0HoOdj2$St4Z7CCpy@
z(gj?>(1{-@3b>s>o=9amuUQhWWl<3V1Z<j=im(5HAA=}HEfrpvHR>p;e*vfOrX3%%
zpsg3Pl2cV|I~PAmnGMcaX25&BC?4v5IyxuCs(kgK%T<n6l==5Oya;C#S}>}U%$IgS
zt*@9;g`6&Ks)MbT*0^F+@D7)2^Sf4P2;VsShmN!&{>w3^h>T>Ctf}>{T+mrm$HvfU
z6Q>eUf?5M(coV<uBZ8QTfA(-PaB44zS6wu2@+?ml(JvJk;uf-*u0SXXjvyQSmW<9S
znI~uT+?|?f*!ng5#51I!Qm=wuaT+{sjk2djQItzpmz?xaH=?=TJE+Qk^Ecb{wsBfJ
zyT{WSr1Phrk=T+(-mMBy1{a2|ev`@K(`{+@C2L+}k$OpZx6hiGe^xLq;|r#p)G3IB
zPZry)=0w4hj1CDdid7TW;exo0JB8JDSTbu{EbW0&^afY+W6+Dp2b)()CDw%_dMTF(
z9P_wF;ufJ%+9+Bwf7}IlPIc<xsiO?q>=YAtGS!(>kW}^F%X|0v8fo)gQ18Ekpk+B*
ziq=fh#A!QiY)HSde*>s!9+|@5wF6bN2__7yXzUloScZf7S!m=c*JNU{?Biax`Zz#x
z$5mp;1eF8h{S)eunK0jwPvG)N4<+w&@%808>dWCOsgcu;c0MYVsqO|QHt_sqK=|rH
zvts_XWg~@ktjp7$a5tcY=l#*f^EwcqHHub1923J)S}pk0f4#Xq*sY@a<myEUWWzm4
z7_eLLy1j_Y$%d1}&iZ4PmkEB@z{juj18VnjO2Fq_J;s&97}u^+HrBwi6tZA4<93F8
zyu4R^mJ)+HD8<_FeUDKyG(ACqsj2!@>g_b)dbzylU}W;4Bxdb1HG+thME*1R!jjar
zj(&z!eMyvVf2c4H9O>MWA~JY4OK29VNiEg=4pUa1uP)UEAoYg6EV$!qH~c94rueV%
z=<fI6?S-?V+c7GiyLjRdhPbHS3Xo5T;}~gc=&XJRnvZXG-s}o|y|ZK%l2F+6+=*|W
z^6`mVZ05L4Udaq(5yYB_kqpx1(&<JyKZ$2X1u7oge{7}iT7qR|kNWz;RDUm^)QfpQ
zNJz_T_^Iy_<^f-BwsXluGt&_f*2URLN+`?Yv^I=7l&Ee!M;99Dtc}J1ZsPvhak2#m
zr%2J;UGFU!fN_14PTHmGdkx5LvPb0l<N~F_d&2_q%z`m0?}J_Q_HE#cGBdN3i)Bq-
zk<;!Zf2Pr`pSkCLM5GjRJp%aFx>`w>@A7c1J-j}m4YU38?5Pu{h^TjOUe+rZs5Co|
zwzTw@kOL|cs8>iD-OI&a&!dmNZMPqWyg@#Tl8!H=6I3SRLWPtKBP9P_cv%Vps5A!~
z<!qtz#B<he7PN*|7sPUXd+r}|;xZm9Tvb9@f9$eY(&K~3bJ5C|(E%>!yYlhj$*`yc
zD}#8Ot<ETfo@8~ZonX)DjHr0bZ(P|NQhretS%%GCm6FNU$F<px4(A;mzz$O7v9reO
z$B<{XRxKcdNjlcId=Pd866a#U(kSTAEex5EtI)HY&SFSWe{Y~0lUyu@Om`BjTM@2y
zf37;;SC>I)lMo^5PL^=lTyKyz8`88u?g+?Y6a22MnrTIk95yhpL$gp?0B4-KNTy)G
z7lNBeg_ryU_1i<^4Uv5vDoySi9{JKc!gBVy_vC_tZDdRXi@E%{76+kPxfN({RV3p5
z>(OoTno1#I!Hrg%<|8=2E`sz$VYIotf4eBr$Sa3n9Y1o0?=4_9^lwKxd~GKBdC>7Y
zN1}q%{Sx8};NCZIvWP6#<AuCP7;0u!ql}-GohkM6g%@3sHspWY1B47fbm6U*gg?^I
z*72o3p%_=;T>LWODrqfMM-a9AR5o06#mMuiK82>sr!&1m!-Q01EfW@E`BEl)f9ITR
z{!H_z1Y5@Q*chct=?vbSXL{rf&KwMrhGm^HEIF(KD}M=4GuGGf1Sdrvi*rcumx)a;
z#_{5fGI6u_)ViX>%Ec!U<-`A-w;f-20Z8MGAy`*Oa)o-RzqB9YmKidc8b-PRv9X6K
z@~vn>Zs>QzoU*t0_5hQ|ZG3U-e{He^k&*(Pm~`@<k8NXio)03R`Gn$kY?)K}hGs5a
zP`OUhHyAuKbGw6<)BsF7%#t%^yND|RXh?wep8uTUOz!Djogtp3ko>Cnc=u#lSJQii
zS<Sd=B!y9m0=!#Ft8#Ccfj7q3;`5yvfPLMFQ=P&|J;=)EJ=0x@WTMwBe>2Ym^|!OC
z#R|#`!#Ltliy)sGoA9-(i=ZWh*-YHC{@l?&3R7RId1kt@4-Lk;c5-%R6}y+jQhQCW
z7b>2fNKn?xDhu!wGO%q@ZL65PMZ^68{yP}szEY~R8&%5-Bj&i6B6rQcSXxc_iH>u9
z5LWTShc<gXZ9qo|M2t<Ie=XCd{1$zECdLPh=-1cDBYx)WEc^ld=zJk2Hi6?v2agY)
zr*w?W{$Ui)a?dd#it8B#ttoXLHfUWFVSQn;E&Akj!1;jCuPf2Kw>;W=$6Fuiv{C!P
zDn)Jh5memrY26bD-$r=GPPxKO?c=x!nFdAL0_&icLP^6hkLR?Xe?u~N+grb4k3|WH
z8!A)Y0zJ9KxEF8P#R9ebn|IAm6ugqpz$g`g<#^FHQC8bpL1PE2Tm@drM;de3A*;^H
zo$T;;nso+DE&02WewB521@zfLeM6xQ+zc^*d3G&;zg{pJsX}zb#5u9HzNA}j172!f
zg!N9V?0%dpQe373f2@qlbW9GXAKt&4q7GP}u<NR-P6ueD?%D?(bynht({gFOz_r~t
z-w0yB06a28da86HAX^GwXT-?-aOM=;2Yq@LyPH#GNpAG8SaJMtMJ$iFs=oE1QQ<cC
zZ(*61ymow_kH+f5;z{11ks3moPWM_S2@W3y_ZTOeIM8Qbe{5V4cJ~O#{eBsFe$lE6
za;0!}T$M0;1rgZZG1@_e?FI`$Zr8idpIyjjnwUuyiV))jo@Amfu1lgqScjQa6qWh*
z4Uvf_@oPLwqtmp<gAdeVm0~H;vWdGg#6G==SIJ@cCpigtZGW*8wTt2>iXT6@gh-B%
zyzMJ;`MqLSe~?f_0#c$py5Wd8Utxm4)(GjeM5V^UCts=xufW4GVZxt|n&A}SPScFB
zSQtzj>_M1~5z498wQPRG)aZQ#9!t$u89Pt{)~fp}1(vT%vE4G?^^ns!iEPn}|GOE&
zxVFvw`!V#v+IlCMh^*U9QF8m_xACSLB}i#zG_)O2f6FCW$677?Sd(`G9ir5@Fvqa$
z27yxku;?#=Xj62c@U2!-X+WqQ({yuqub9YB_{I?l>&CSn@tT^1)Vx0PoDwJwunnDt
z{BK%q_D+!0(`(ThWQepe0hrn4c)pcT(o}zKZTRD-%k2nZZghi5f)H2fQqGKnwE)+q
zzyo(ge^<m&lIV}_#rMoFpf6bYdy4x&jSQPQJ`X&LOq*fg7H6@77%Pkq2VwNxuL~5$
z2!xPz@MG7so0hR%(lSu(Zep;IyNX@mLM=PcA`OA#t+<w@soXRWC%kaN9hH>%c#F0l
zXoZmiwszGq?x+V)$ER&pVtE(WwOXs^Fg%avf1(I5`z0dpFkI6qQjcxp_&HgW<b1(|
z0)%JqAJP8BS44ffwFU9w4VG4e&Fwu*TOmX@E|7HRW_$0}RJ`sw^I_rjJ9PkmK!Cra
zOM`_}n&oD(6IQo?R!9cfYZIqax;%RLY3a}tLNE^z{yt&Ls)2Zg=upw*P#OD>T3qQ8
zwlJDeG=F!q8YE3*IEl$${zDVOS$0}T*d{^&=IBdmPFx{OL9P|8@u2CHyrb^_da?@c
z?2B@Dw&6;E&Eo2cblTH1uw2)s%XuUT5LS~rbif}J0;03)ZE2w*#o|UXbOI8R0LBjQ
zV_XXZP6C=a4{{dvwsz5F3fkIB^whPT$zvR08Gq0BY!M|4`F>jCImQQ+Q=}7A$xs4A
zM$@V}kn$trVMw&Sr7)JDvgU{c5?WoX#1Dso&gNokE^2czQF_dNGO9iCQXSqNmcl`Q
z8wVAUCtj{heONc8HtpIMf00k5#+lWEJqp_J_?{Bv?0^#y$WiOE5}q}pC9{La^qD2+
zeSfNxPPu&^)P2SwlCUA-{*LDxQ(LbHKW(&NC%1GmWE9856#CA=m=}FArd~O}Cwyi-
zx4V4`EY>S#4te4{y}c)40SqcOFsUP;or6J%)i2wDr*A`}I2NqMU7}}@&96@IXYP6t
z3>&#f#pOLcKKN4BdQ?5MW`$$0>GM_&1%KOY`@IM=#J3do5fsx{^A2LHLSo#nG87sv
z+VNUhPvgG9SS=z0OZZ{-`ZzIX@qLEYq3#pJ?Yp~=7OR}%1-2BO%r*}?G#JI4LZyAX
zq=zA^T0q|V?=wMWnz0-FsB{+Xz0&%WFZ!uDjU|ANGhzdm2v#IYjtPQI-OJ|M&I$Zc
ziT)ov`tB~5ArTA{0y8qVGK37TV*)cYx8vsw&TIiTx3W|Xq!0l(w^wBiASVJeFqc4=
z4HUPHj19300yHwWK$i`383Hskx3#bh8Il1umq3>d6u09-4pTY-IF~?|4HUOaeGY3>
zC^ax3Fd%PYY6?6&3NK7$ZfA68F(5KEHZ}?`Ol59obZ9alGBP+eFqe>K4;2G6GdGtZ
z=nN@;w`EjZ+qN}|yF0-OcMa}NaDo$pQ@FdkySsaE4^D7`yL)g64#8h#?|W}@&iDH@
z8q$aLKE@ntu7Z+ONrh3w*wzpzX=~%e$jZdR3y_mnwzW2}VP#>Ib~3OsHv+IRv9Pcs
zP*RFH01ceXZEeI2oPfLlE+;d9qLC9Q)d9eN#=^pbKnain+5jCuPGf+fJ3t=jWT5J9
z2V@1%82kg2Y#p5#4GkPYZlH~+xebsOlp<zp=k8!`YUcF2#(PG_-<5u6i!uRZ42&#o
zT^%jW0R}e402wBECV+yiE68XLps}?97y``<tV{s5CID5SCO}O^LRkeMrL3r?q(aMo
z1S+iJY-eZd@IP9_R8-ZZ7y#lT3aSzSpgIFUN=-%e_fJ)z4M@K!13*C)<p0eB3jCce
zFQF=;s-+~s%KW<r04u-+=-_DnoA$r7QGt{J{zwC*nmE{6|3d(vF>`XV<7H-cb#-Mj
zb#`=OvUM<Jva|X}pQ@R;Bf!<x!4d#}`t1O;0{$}?XB%VCIGxOZ{}%XtC;&NgBcP2V
z@OP4=?Y~ZI&?rGkAiLB52?Gtn>32=5f5QQeK;VDSm>D?!lPjmBBnPlIFt>36+8Edv
zfdZWjoSYp2`v2HK-#}yPe+2>oV$Kc@zd7Xp*X8hkH2*7I)E3m)XDd%{1K0n5J~0Cu
zXGf2}X7itI8`;`8nmal<{#y|UFfq3R{#Nh!`^?O3{;|o6C`e06sHif^ffmn(QQj6b
z9UCSmH>ZE1f7cTcm*WL+vv2}fdDsCgpe2>CF&4A6wg#zoMEE^EadXg|oNOK3ng5@?
zwzRQzwekFa?Iz|n#wNcfZ|rP;$E;>!Zto0~7XP1UkO|?B%@pVaU;zN_0YEn+Gv?oP
z|7^=|GwW|NXbj$-cD8l^69X$pptrdR5cCVd)6u{M2yk+626}t`?f6fGz{&+MHaBtt
zEjs97LHMV-w2g@^fahN`NXh@Y{$~Yf{&`SoK~Jf%t&NpCz!+$Pz^q_@>jYW|n*V>E
zv;X3fbhffmFt7&F{P#%zJI=t`+{*nwBmXNz1Nd7kje@O%wSm=t`OF<9&E0^;O6E>R
zX8%t1U;DpYA~vR0Kma2vI}^)$PPTtNYQG;VE71Oe?jZBuSJ-bq=YRP?t7&9u19Wr*
zu(SN*0)oczU&29W@LM*2fccY_l9H4f{r|H&|Aa}{7}*+|+n55_I5+_Y4h{zH2rQt5
zVB_Ebc(Q_a+ZgEf&&B|lnQUyGKq&w_XD4rfiLC>|?^EUE05FUEHvNk@0nDO*5Ep=1
z><{7wFpK{|JOE~i|3h3X0A|TQh!wyr^#`#5m_PhM?*Yuxe-Jx=fLZ1b0%?)`gFss3
z{vePR`9BDxMd1$uX;J(?#0}D-^ap|1mH!|RyUHH~VpsixKz!<d5QtCX4+1f0{U721
z`3(LbkQT!~2o!1be~1I*GqSY;?ZE$9*x7$utgZj#v$B8$8~+7C(*ypg08;hOdj1sv
zYRTjeWCJmpnE&N}2K8wA7X%TS{h<eq*v#F|3~2LL1jzPxK8VrcF9>SZ@-GPL$m%Z$
zBDeknSwXG*RhbpkitQh6P^_&D@Gm#05xYNbP_CT;=oMfEH2KplJL~^g9sXkopa+WC
z4(MQR``6%DL5<u01woBF`~^W>I{q2!Zv=GtYYZHqa7S~0w?7P^z8$R$9L@eJ0V4e)
zfdiz>$;<)x*I9u&aB{W%D*;r)`7a2Xoy%VkG!NIm&Jk44{SQ4T)&uD9Z?XTp7?gg$
zApg1hS^nG<|MSV=AFSf!U~37~FgFH$YWgcg-oVMh+)bMWbaAtS?4Ymz{Y&RR2q^!&
zbN<Q}6}5GL^JHWPZ8Rer59o$@4|-leC&=ObAGt>VzQq4|X@IV@|HZ%Gpa3Ay4QPb0
zykKj@7i5vz9P-6SqHwAlnv#d<v=T>9Qzjm2Ib*7W08cz`hYToG<lo|#NmXPk_kmZ(
zC)wYoM3XWI+v;_rHK}Uy#`vS~4+9^09|9B!k<na#btbidO!+0h@-8ykBbnR+ty1=x
z%(nP8Vu0G{u^3NB_d_(>#2flm3fbrKwzYg{*Wx+WuUHON7;Z~w?>Y&VraHl$-X5@G
zqYQdQmg#2o3qo*4Wnk=jx-oabql$%|BWZRsSq{PIun_B6Hj^N6`pTl)UazDd4VtuN
z)d$jl=BR8i?rSe#u!PiZO#Jf>Y`5`vT>&^XMi%re?A!Dh?I-+X-V^PCX%=7#UEz%J
z>^v9S;6}w7BPJS+9D7vghr%MX+<foMG)`rush$Q44x|DeI0~OoSD{DoULq%B-_=w&
ze0wi^tiI{6s&z$x#=AD)8Or4G%{@i_?Aug-8w?W<{LtcY5bVG*;Nx+MOEs#0xQ&2t
z@T8Q8ZjZl8MV#eZzxCNO;TqF;;gp+w>Rn?|OQKG-48^2Wj$UHX^e|GlL1j&4>dmO6
z5`i;|xG1qeSP+SUfT#hpqd&N07TV%GSMA(vLdus4Axy?Eg^gOZzm#_T-&q7EdCmua
zA;Dnj);}?8_~l?Artyi0zE9gtWltHMttxG*hL?^Cg-m&TdU&^0)ncv#_TJ=HY47$8
zcrb;QH8#@nJ%FA;vM+!T=H&JTvWMVcsCT1emK76b`g)VKTlUMegm~2W=RHza2RVKZ
z0`S?i4{c9#N~z3AXj!nH!j>`b>z%59awobj{OR(gXJ>sOdi}rvrlPw7qNx|DQflIY
z$*n2g%z~d^?|ldk-rm3XwzOaYp}l))!)GgR-qpY4y|$Ha^yWFjB-BwU_qONSr05g8
zbIaTk(F-1p0P?R^P*9*PRpGdZOM5LNPNgs!>QQ;@{EEJnr!cWbLC?=b#K|Flz=UyI
zC{Gbut5S)J)|RpyE;ehj$oH_1#T+8CyVjC=po+O&%ApEImHpm9SJxc^KU*SCDAryV
z`pnh1sgH<Gb(>9P%cF7K&Bgv<T8^R};cc1TWxR_Rt>GEcS^3Nf>N8v@k=?g`Mj13J
zFyb!6PULK%ZwPuT9T&7kpUGK&F}Vx6VY;=QbkThgj&dk!4x~}f`<~eFQ?^FpGvn6V
zJ7B|83+S{1&<V$&mAoJPW|yzd0<$J^7~3HLYfI|uB-!-`4kWsvDa<#+T~9<t1|Pjx
zJ_z&dURYfmS0^~DC1^aJeInEbQ<X${LtDTTPR@U%(d%O2u)K*P?^=d`Gp2xgcE1l_
zlD?3G(Ga?>8+?Xy>ob-^Z(5;}zb}jJ%@*M&_s=n@Nw_$q?*N1;l?H3xAqr28Tno4G
zLirv^cT@CzcHBD=n+wwjo}0e#UgzR(@`x3svded09I5yyzh*L+Vx1(^UliVl{aKHq
z`avM1CvU~F*dPD7Km*=?_&c=BLnICjAAR8>X6^k|&p?Dr3QpuBK?tM}&Vy`E^mlY>
zBu|BR6HTX?MD?<y->(<Km;~dp{kB{fG*A0?#J&sj9(^^9O(|*!S3I^(hn8m7>7@Tf
z5xqQ`SaY&=3kH5$Y_rD60;a)2@eamtdiv=5CQ)gKg)0+B)W(;8r=oN8V!~X({Vz3M
zbJxP~2A?6cU%Vx+nKk5L$fz1Uvzi)>y{h13KAv5bHqAyK9jmdZe;W-rJtWXF-q%dp
z4&i)2H*vZGHz>xa+5=Ol#1HH%@LbGbE?MT<-^uge$Ghm5*ZQd(V*UVm)k%TaaU_QA
z0>%jM0aRQS#v~<wg_$$1eNC}SV+%p9)feb(iid-j6Sis8aAFZVIcBTPk?&q&{AjvZ
zG}N!?CSet{a^sSRkXY<7syh>#fAm~85tu~9RbSF+^@~{G?n_SYBV!{vKSo8Cfi0}4
zOMei88n~;wV#7vPSB?mD`K;n4eg#F~=&Ol(-kDMZ?U}=W<{K8~zJ7kiXloFzx}aOB
zQS&X>iyWJjK$`P&4?e!JQ=18tMI(Qj#tgPOm`f-5N3K>^y?~jBY_91OJZ4x2`%GJ&
z=&xU;Ru$g@ad5s<E#OR(%(9TGoIZlL1_Cr7;xpre(Wl(2gD)<X;Q|eJS?AsMAxs+8
zQq;uhJ@^TKMuO0pb$InQH%ec&8LNda4pF_hV|?XdR|OPtswp8cFQxk!SQ&f|N~_e;
zNq(4YPmNYr+8gVCEYXN!kz-N?n?jbw><xA-yIt9Sq~N)(AxO(y9&PBl2moF$nm$Ug
zg(Nw5R}LI~>bTiM6>_o?RwWxz9=s$19yAk=tR+c*6Y5>CPn1B7zs6KG)EQCIpImkd
z(UF5SK_+}BFNW)i@}&V&k;>o=U|;5A5nS!cN_Es(&%mTrD{&e`)^IxTL77o7ye-oi
zl@}K<gT=2c$kq$zO!Y&CD)Ocxir(#VSamsB=d<Rf1J`rXO~TYd%pq?)G|Qz0jy;XQ
zqprPw{}qgzU2VS%LH1&BEjco;jd(6e=#(*T$&{{_2wwE%BU;kenN<b{OQUn%G`^sr
zTEhwRQN+Z)j~%Oa+Hinvo_QTJE1#5owHxG@bGJ@yzlX)FSSLj?`Qk&5VG%MZxuBsw
zbBiVZe5Lf$O<rojs1sH%R#`K2R=+5-$<fh&1e90>8qROJN6)gF`{UqES&sSg-Sweg
z!F?^ZuDTQ82!{wQt8Ah?82!Aa%&EWyMJ3JNU)r&hm(~_cw0J=3V<=85$>}fC`TMP`
zFrxvryPb^>HHm>`xxs{r$t%((#OwOte0)5jfx#|pg^pe-)D65~&1eF8klz`@v{W{K
zt){;TdDT4jwF)B=K=H!U9=Hyi1ur!#F))gRTyZmhv9v{f7SmxA-eocz$dBxCx`4QU
z*;!OfVTH19&2M2RmL6nWDFyTMw(@*PhE#<a6jt3>>fpxU?Dvt%`xxYxK0R`!Eu>j!
za9Q_FbSJ|4A*{nB5fPq1-Avh+-Q9VA{8b|~6L~SmdZW93QdLKzLN-g{eXRquU48##
z*E{QG9^k&>MWGM5?$pfFcs<`-WjhQZmT%KDhQXKq1s!+;T{2Zz=!^Kgmepo;ounUW
z6BoAnA&GcCVV`yeJp$g@yFuS8%3-a>rBxl)TQCUpiLbN2ctliBPT$kNVN`&B-Jz!Y
zjq>&RJ^wlo8n20*fpgi!FigSo#xy=*RkMjQ0M|ATW7OTowa)Ev99-*mwQ8<C;Ve$a
z+fM9mmsY7DJ$o6^Z2#)2>Gxq9XMqOpbW%}NShObtIJS%jVbiJ~_^OP5qE*bVr`S|W
z8LJU|e~mR#GQDHfx7N|qp_89~K7b9Dwvq?~zm--=WbePgRctnhUC9-{v<ELr<D=>e
zpnav_amhB_=p3$!3L%c$V`FxPeE=(g<A{YrCnK$iwUv=pRU&M`_THkkR<!2r3F>T#
z%UhTCGOW|-EqjXR8a>i?PkY;LoUykoA+eJy7i4;dV{#)Rmf9x|x*3;$a(Vpu0ilwt
z<~ux%jJ#O$_1zpJA|4c(CkZY-qWZ~<*IC>5TF60`?Acwf%SZ9^wo>(4roapXXp|#<
zSjs0=gJzjNY;4WRDjSO>m+Y1fBvtL#jQ9t^vzb#vC5%4twvgBEvF;x(mF2`C?TJ1d
zU3lpIjKLVRQx2%?K070So($(p9b#l=m5f!r$*1z@s-i$Jz~05A#1BP5Q(KL2CeNUw
z%OFxI_&&;0!k2U2BVrt0{2)ud2_055`fq2MscA!ayQfJ!hS9noS)A#hABjuI5z401
zF-$~|US<v#u@dly7e@8hy?hvSo9+T#%a|r{qn<zB>wLhjoj3V^tg>JgD!!`eUjXnt
zBjMB0(s|QASoq%i>e9luUO#cSr2%#nqY04hDPO^N_oU;kbPi80<<N7VGB<{C5q!ci
z0^$tfBc=GCt0s+jh?CLn_`z^gp%>J={P?c=CiE~uSidw-OsG(CML|S_>n2yp`Bqu<
z@f)dme)&NxMUnr1k9VSRWMVA>Uyy2VAvLq*{mcd3T)wKQ*la_Noce!qKyrgk3W*%7
z-_B(4;+yrPHv-EGJeba>gnjxzfHeK|b@?X3BI^CP*Xr6WtD%~_uhQdfHfb!NAHx0v
zy4M`601_Wmeva#oHJ0S7`Tl!*S5XROR&Qp;Rpsp00&|mpglBOZ8P@T&?gg0l?k9>b
zLN#-8a~B&{LK@lSPI0|iD(RhdHpg@xWdN(NIvTzJswsMca|jwHdA)7>uZGlQ(Y{SC
z8+~|U#~!ZBV0IaI$nY&bhNg2CNBCba{IRN0)C*_P7Lp?h*kg!T6fePO#_<H~yoFE%
z4_WVgiWwq*F*9)oc_;C^4z5CiuKKs0k>#~Y^$s_G4)cA|edaKaCq_enw7HG@3IDbv
zhPBM2fH3o_idf(lmB?t7rAJ%s6)v<)I?G$!rAQzxJBz1ts7zk!(<m@!4ZfvRx_Cq&
z#NQjUjks@s7zXIYFhXL?W;_0rknc4y&m?M&ng-W@E&T0`g-IbqXkWlV+o6#&+L-_A
z5`B?VoiphtRRm+|etLm`u)_YepN}LgF6~JKcx*pjx=Wo*5DV)zFqsK1m&44vSHEws
zAK>)o>pIxddAojz<KZtJ9Z9#`*~2qTsMhC+ZiLd9?db*kz>l=@8t9!S<AM<~WCExy
z6b&nX$|~S13!d)#z)6vD9<h-%aqm!|(%k6UD`UvS?zl}j2zf|{fYTAqeM{-i`{0rF
zqdQb*U`b*)NQ75}Ricx>*gmsSeY(Q0c^F9zY2#bw=I1Unmur&4WWBWJ6UD$Pt@5{t
zG4KZ4_*E8tQGOvVD)TW-n4XU+Lr6&IlswCSmt%6*H1AlMeqOi^TM6hE78b*(5Hs|w
z4DvJz!e*3`eCF7_(J(w&m^HFOr|8y1BV`q-1Pk?#9OMtmzQv9(sG{PjMPOk0#*&)T
zG3vD*Iu@sOS#t-6;cH9(DtBVjw+4_p<g+@7(Fk&Rv}E0}oS`v%YKC--q;{F^AtcOy
zi|kdJytGYzaQWECgyMa4o^cdg+5LmlhbP`}Jk!m9WnrTBqatm!xeHiOD&`5&FWMCc
z_u%R2i%CesDN6SHPKlb=-2zU*+YkoF<Petz%&Wc~_dCn=CObQQV%znnFjV;>Xb$Nw
zEGmJ53PXqn;);<A5@N0zF(i&;=3e4|a}}YA8oP1t+4q%;MxY3?lwow2Ln4<+tC{fk
zvKIheMOr75iB3h=VM;!A1MyhNYq}=7YcMr2pYc4rrs>~B)W)}~I%nd^vaFzFT4Ce*
zA?`j5{m4FvNcahd1D5M>+&zGPx`z9SZuOd<!?fcG{c>Rzch3AqjP8!&HVRIE&uH-7
zrI7U{?Bn$;Yws^BHjKg^3`U{|th`TN9S?h}HNMq@yDBL*Yd#&zN6qDT0u42-%Pn3*
zV&f+4j3x4k0!vJ6Sc;XXDD0P0r$yw$&=-kwW-C7xFx0wfxl;2xNy=Mm=qo<J(3a_Q
zhaE`See=FnsQF>d3bnGK!*Ydx-EP~`^gVUciB3eP9BI47NrRK;)2Wn2R14K2+Z~dl
z)_ZK06E%kGfsc=5>sJsmF|HC{BdrXVQ`GK?GAVfb{N#DcjvB4ZU+a{5?Vfqsasc9|
zJwAOC;p(R8-j7VjnLdZMzIQxPFu!iy8Z$}G4pboEX3ErSpy%);;HcMsk8)g15#u}G
z1U|aArOfrygBdjl`||%v{m%Bng_bT|B{8gMC6RD;K;k1N%Dpp+o|NA-2O+iQ`BIjc
zQAP!I-NPK7dRYXyu8`a4Cs^Z@fLPO#77mL`3v2DHM5-=hvSisIasMtOYeUR<+<YG9
zVD>wP((c^&+q`VtB&^wgp6j>K_gz}AhG4enMF(!(u~yRV95>gBjIDH**J|M6+2xXL
zIvGlJD)?%g)fP5^&&W_CYSW_nKa5Y&F!{x0Le9Oo^`j{)2*lj`Ke?B1L<K{1bY7x3
zQJ;BX%G761Oce8t(^)JqLf5RV?fzhi$7GZuUaRKT_jJ2Ee386=A)I;2B<R}g8UJuP
z7#H@oSKhK58)PD#7)Mf{k|mvzH%m3=_SH>5WVb(IuJ9|lN=n+^pzS;CMpWx@&yNFw
zuxxGcrdNe=^qI?{4j!b5stVM4dvK(PRY70lmnktVD8Kn?x^uEvf2CJFrcv$cc1<RP
zPX@wD^v_)T$ZOAk2;z)G>c!18q1!#!cg4;tcUr7u5WU}OmqYmGb86ki_Hnv#X27a=
z*&uudGb)b3A~8)vBAxbAA;9e1S<D*R2%fmoz#I>UO|VF+Sw2!FLRQ`Kg;TFTGGoHU
zuLo6-2{4QEBNx@v#ZBzKXNKAMNx6}W;&E`4C)w`RhW2@XEsIW`*(t|Jz9}oBZNCr~
z5FMfI!hNgsnCGs}zj1}*v{JX$hBa2bMRbFc%JOBLU_Esl7k}3%>fL&e(($j^-gXzs
ztouZ_#O+5+j8^YLaslLXl&8<g@%39XEgzT-RrJHZSTbja(-V)W<IWl?_ZNKj-G7Kn
zC~ih{(`FWb*fFp$Bl8>eU}!}PQ2cDk#0Z0p+*Kf1cuoVqq1Cb&j}3hnDW73B>uRam
zwJS23PI}R*4~>QTt@*2Yye~S%tXITqJ(X_~uP%cMwvkqhOev!LSGjTYwhB5wdc%l8
zYOYz76NsN{{mb6>fS1x4U2KkO^}}7|!kF)8q0hU2R$6W`XT#jl0nm_5>IMPP_-?z=
z-aeCKKP@R~pPS9*E_PKr^zeuH%YGTv-JgH7?BTeeXDD&Uc5>~1g?YomANIfultL;u
zyJTkBLxe4<(;)pB8fd=ah|{4^zgLW(!u|a|rN$%vt_pxZTblTWB}<q&!|3R)Y%DX$
zw$7!0X~W?Ll~5@ohtkE(b%`DS1@-2=<361zgi5?9FA+ef^Wka##Nv=&aj}c?CkDY|
zn<i`ypC(146PNpH(1Cl3xBk^IvsaHQ0t#D*`1;cwE2Hlh?9bz|VmySuDl0iT4aQbk
z=;NU?-o5w(HF75pa>a|Qc~_`75AEz7nxBe)2LjtDh3!XWPI-d30fgupolA_zi6^xj
zMRNsMnvtqoU*>3?WDk*|;v5vIQ9j*z<R?$Y;S1?IRu{0@Oeh?Xa!EVx+c%K#l762$
zbTWH_I()g5#q~tPFI_;^{LyH!uEmg2^Bti|BhiEe08i_<dYt2%)pU?9&#N$EOq6PW
zt{kTqPl!85V9Vpo;k%<UWS@wwwSw_kA!vB1JZt9|Y@TQ`<lw?X4xpT*<q6OI4Ks(W
z50R#Ua>XjSkY7g*>7%Uib_xkp8~K)YR`+}S(xj65z5AlPZh{FGlDs&i-OXPk5~QWB
z@d{`pn(-;iMePnySWdx04#raBZW*_KEh<^^2L*?cgP~(bBPTJwH~bwXLw0%O!ap3g
z7u;J3rvg+>@{|U#-!TiuztSn)_>4l4&X(0tYGy9&(z9U_!4$nw2Mf1<twsS;ys&vH
zv~T66mGri;i9Tqp!E><~$v1dIp&^BhODZ`!arqpNi<&6J9t(fg<3DNvB={wNV7H9e
znDA2>k+;ZgWI<DnI~Sc_v@PgDoLpO0usdKxrMAVCWUrc&q?LYfYm1>`A3CaJLwlA0
z2=VYJ;n%77!DKX&DT_qwCxf8Xte}G@Ei0BKzXdD5%h}!32*s@RqNinyJ$$31NsUz&
zi6V*2ra~(PkG3P`w%+I7E}o))kw=ZZ8$1ybTtnaUp(pwj`r5!fE}O8zwVfW%pJ(=h
z=hPWj5*D&NQr~kkKVF_<nMyAW9~n?f7f^Fw-V3MwR2VIqW7=r5lg)=z!mXtCvim_o
zOf9LGi6ey%U(H3WGFoNRDwWTeQ!$CWko60BBW$T2E9l_b3=JtQh+9^Fsfi{jZ=AxD
z3Ub1_Lb!nc7=3$gM~(0^l^NfF5AxLtd6_2@pn?*=jP2s7vUc=AP>~v@vC`w?*Jz}^
z=$hb9-uePi)NB=yA1}DRJ#F64w;#s%S(e_wT`E$ns;oh2fa5a2^qjlz`Z4rgPJuxV
zsliU>XC>X&W^I+W<pU>wrrb@iAu`oGdugV?nI^ZaQ~(GMezng7?GS~FkmyKdoXf}o
zMeSmXPeM>NucYXll_)&d8t;wvB7oAyd`s$W8=Jd;y^kti53cUI;GTJtgV0?pf*vV%
zCsy|E(ARK1O<;VClv(TB6o!s^s}gK|{auO!W@Nf%s!ROJytwy&TmvMI9=|G&u$P7=
z)%d-D<8;nn&($a_K;P)rd5zW6sGSqm-U&6dhWIp3vz6o8NM6{`HCi3q9+^*Z$sJwL
zd-HqqPkB){?m_?!?dk&@mA`lj?LTw6t3@2IAJ&`p8=Krd!kV3sVcq#_fUS2sVIlFd
zBGM$T=g9I_1j@aCvvNfnkw-^(Vhf9|Rw+@Kv2f0STj-_kOT>|P^^v1jJjF)lu(rRy
zr70MtV}el-M?gPII(KsvW(P!LPwm=j^FbSh6Zsmf!<q|7N-#1awsv?yhP2Q9dV>!{
zSU>YFdH?;FOJXv24o4xZ;aUU6@HkQR<4KkEjt`3z1UIgK*b;;1FKzS&@h0wx1T5VO
zoRlz1tNza3+0>TsgR98?1@*kd^+|`a;@#SovS7Bb_&yThddk(Rg#|2rElC)N;8)Bu
zX}2}}w?f=cs;VaC$>?J>f-^3xm-5hC_rOjQyhWDc<1NJK@X#L;{KR`W!uz71t|$E-
z&j;yv;L%`zv;=i8N%y}ce7q0G5I>)Eb|UZ}Z_$J*J_j2Md=ULvnCE$gHtcqrEbG)n
z?1vxRsxRtYZIi5F<?BI58NeCX`EkMJ!-XDHud_qXT$2q`Jzuwjhz=N;ZcUCO6<zGz
zZdi@S%g8N$<7BR~6(f&@w<S-`q-|3}`r=(v&5!(l#fmtN4s=FtsP*j&_S@APUg!YX
zl<Z+;L(F4VOHF9w+|^W4LV!;ddiM2-Q!dP?JgxtsLoumA1NiseLklk2yj*7c{Rq8q
zYg@*Vwg|tWx(toyRc7&iLUtHkcae-@7Y&@r(Km`uEZW}J{0>i<qI84E-<bo;aJ=rF
z%_H%D>a~^2a#5W+@iMUv(8_{QEK7#w^&G9$v(X{OE|Q@i(SEYQa=J0#`^&H`wDa6n
zXLAIE$U5f;C&4=uoxAX{9MtWVxh{}*Xma?_wrKI%hN{6uq2pkUC3aUS?dd%-w-H^X
z?BU0QML~X)MU9n%UVaq&Y?A&=ZnR$U*<+r6Jr=g6$#vS=OKABn+i{2@8>}4Zfp1IS
z{*Z#AmFF76c)8R-0Zf!v$j-K~prPr)LWS*0VneGyHztZ*!DzKV7$*&e&loKZZCAg=
z1~rk-bScANic9(Xdi|jHXoUX(OF$MH24?r?4+uT4YY|rkDHv@*<Ptn+*e;Xn5Ruq_
zGSjc`3%_*DH~8tqFpkMqUVM9OXE3*6uj7<$sg)d@%{B1YH(J<TVhSX>%kFS;rLU4_
zyG?Gxl7q-h9VBrg0B8D;6g$lK&0i-1ES#u$W(}8eIO^Lwt5|k7dl<~vHwqRG_Hg-&
zZ^wp0)Q_Jsjy9At8#Oh7^e;*`S9Y#{oH!2+!9U0rsb?`67`yQ<S}@a(Cb*<}9BJ{Q
z=aL_?>1AZq0&$m(BU=s(1@k<s5Ktnn8p*B*SdJ1mZ(5`$suLg}Tn}ebdREw`4?a}g
zLYgT6{ec*{_C-qmWQW_v#_2l<yals~$)4JGmXSmJ#u;~fa}QRM=;$@}zqZAH<t3&*
zu!_CPBMTRn1di4csFcQfY@iIwb3U(y_j@o3hp|YlHnsi8QGTZZa~O<jXPlZW&GCrd
z3l~oTRiT}P-P9UYXNgRknsA+oo2oEo#J7fYFWb(?PwPj-AfPlKOVGpF6?ueln{E=J
zSa3mWi`>t3OMO$rhvV=9J6z&_-_yIt(wUfy^z3`Ch*4S~zth2E-G7g4N&n9D5YTM}
zN1rJ|itY|a0Q>qC^R;tG)wJ-HdK+RO<4(T_>M1c3My-fgU0lMc2<0kVxydT1-JxYm
zEo6n|dgc{X_2-i<Fe+-H`NL48rh|PyVkLac*?YO|E%wa=G=Zi9iy_y41tl};llv8g
zL0=(CxTPBHu+-!?E=*(z57VZy))v1fT>Rj<051pVyEZ7%PkHERsIaxF?q(bO>D#$N
z?HEf&9v9l%*-O`?QzFrtB`<VuEhV$;$LKcx-S2E68l+w?B5X&u*!GUiXTF0QOJK?L
z8XQ1ZvQ`_e@UgY@rMVe@jmpxVS@t5rgm$O0TcW?KipJ;hv~!p4MXLE(CdvbQXk&on
zYgWem6YBUud2YRh8~aB{3^QxV3$&Qfd@)K%8Vwd9=!3>rCwVQ8s-zWosF~?Ei`^gE
zCQsU;$|z+b;9T0qffPE1wQzg>s_1hONfz2PW9;tGqig4s73=PQ^2oAB%Eo;a@}rGE
z$JxOY{D=~4tF<3)G|`Kv$R};+Je_NK&JeVOtm)VFFY@PW>ewAHxQEFcKK8nP<2MA$
zo;O;yCC^Q%<qBXZA0+e{IhK=X#a_0xK6Y5~)o$}x+MuqsRB;^{esI4@vzP-9@~|`}
z({m_{Bl0lEc{)&kx@mad<T{AHo~#vJHD&TsP-D&N%dFiwg42N=3me?4{33mcpkvI4
zDX-EA)qIn)^f)PuX*yg`Q1(wINX||E!}v6wZZE?70hiW9@7@FioYcmWcd#n4o<5YS
zWsuJXrfpk%grYjSy{F`i!ZRMUw=fE+5BG$RZRB;9<1K@K62Z!~g~0YI=9wFUmbReC
zE*|eAhq0SdF0OYjokq-Xa^1i*!_P7B3)7<RyO7`vqgOHJ(oZ?QO7)}uqh@hIB1o@&
z3l04R>a-v62kA}MgdwP*UQA5Bf1oeeP)ENdK}ULJ_D6~FXKG5vy&k?VFZ!@QxGKW{
z``nfYKTXnqV~u4ofdD=j@L5x9(j&3pM5AGL2Ug9LaC`~rXYIT_g082dvFDqe;bDc3
zb{4I9j!_=wNu7D&kj+R@5MN}>bN;Cl#^hTWU@_>NtS20E2Z-zPMV}|d_c5G=W$xi=
zg5(QV<SZ4EDxy&1z1v{>+kLm4)X@9jYm=vh#@dd5mLuCpHBU!zUq3tbfVoZDT3?0_
ztzj)h()^1H)ShduyvyZw1O5C4;Hy>BdpV$gLwHp-j(Xlt`(&`2*$ZZVwskKx$FNlN
z)?Bs2<4{$DG|3hi`;G)#JqWvVX^x)?46rp*d;%J2u4d$`%uP3Z@v{LGL2;8u%|3if
z5Y#AtqjNe&?cS4XX*SxxT7B0Y>2;E%lrRh6=+%shlP8t!&fzI}+f0hVM7yKa+YnZe
z=D9}e>U_sdTTebeA{8|y6y;<|#KW+G>gj$vvPhS)Sd#i^g8$Z+GeD~Iy(f?tNHD+f
z7$y5uAU1e=94M!qKD!cUn}0$}6U5#r!9^l}WRHL=Q0dQ{57lWEM~-(chNqPmen-NG
z;mVsEF?(X9z6b{fXJI*Dc84mV)ozZR6e<mg?qd9d2fP;jg+cwb>haU;$``sZtctlT
zf_<u#C_=E2)=gr;`g|{7Sn*OKD~a9aLM5Yg`S{Kx@fe)dhl#>BbDd98*EbW=k6aLc
ztjp(U6Om#}@AYW$u9mGnOA*m+eMEDa`V1EL2&gSTRJ#z+wlWqz^2>?Si2Nl-5Y_{J
z!A9iBudPER+>*gDCvm(FS>vosC=;XIDM}-F6gUR86&k7)SRA|gA*Ze43uG9XBC%Hz
z%!!u9r($dH8~d|ws&oV-cy8b774V>cX$a`#uWZ(u`7$j(FP1!K?L=G5w#Yeueb&Yj
ztPvuB)A9B>5gt%@b-Gkg++ie@YIBL<h`;Qiv7DerXI{X>ICs{YsvjGzHaq|F*p9oZ
zud^p*)BnX)i3QaM#!y{}5o$_Fazi$vR0|qGZb89x-U^mxM95Y{WXF${q*=v(%YdLj
zf<%&No?i7=z2HVX|Jjkr_PDVRUTE%jCEbJum~>e<k|#Fqe3oDhrND<x+#lg_O6eCb
zTaB~Ij4W8;Z7j`OO&+xk4JCTl%Is22xdo*?KnZJhj8BUC5jK0XWyH@(;;~#;B(RKK
zHGAbidKgT(6hLQD48r^*2NUvt1SGx><=m_aP>^-bS=GhxBJUVJO(L&X0%m#bbA5@~
zzz!qc=|rGU*g%e!>N0P8@gg@xLmz{`u8CUD6?+HTxTD(~^HryhX)a{h&h9v$l;Bi$
znoBNxR_sF^U3z<1E#7S5i)1KYhzKQg^K)^9_Hd%d^4o{BWjhPIA0;P$oncr+?;a0>
z@wB?Wt9Id$`CnNJ8<V|z&`g-BCE|W<(h(&ifT%6z%PHVOX!sr%)+VT%uG$-`I<YxK
zhlQT|9@Ac9lNkvo4wX7b&{d0AD7h6o)*YFds}7E;+&3Egwp3BYQqkzAx;y2#lHoyL
zfz;L`r3F5HL2Y^<yZvK-ErV9+>s7J|8d<`R<2Qr0VD&NIlg<z}r)$!LNU+HPob-ek
zSZ!A*Ix+_DD`G2Bwcv+s+>(A|8_F=6`#=ii$n7EFY4n}dVV<*CO9$p?73(gRu_jXv
z#EtHB!cCo0T?7mw8+?}wpXQ&-^PGV6rMJ)hsL+Q4#zzw3UNt>`OjGsP`Atlw@wcs<
z$04Szl1!-6OS#Wiw-7Q}KH1P60@1+%1M$$Uew0-7gvnR_`(uYcMir*f_u`M3!n#qe
z>cQ2cEVtcV)*e_><eyhu&8!;Dsv8l1`DZY=`9e8FZA*u2R9Kt0?y&FUKJ4s&u4jVq
zi;px)?&MgGeHKiA$B~xjaw#E;DD>$=E$~~PEpe1Lcuv$Y(54TjhUF=jY^Ev=KI>0C
z8Jh1rml;_mk?af4k#zg<JTk{Cw>3A~{xca_8JQjyfwvLq<Ji2LGp-8(?mM%Auj7`l
z7BHd%vh-EcwiyAZy$x+qldM-JJv&~dD?OJT?L}2OQ7=1x*Y~=|2;(=pks{y)H2Arz
zBrRz179IzFs4?N4fb80_^*+%t0kJ@JT66X(e$9otB(}8CC%GdXvmZmUS<U1rQhWX=
z;U2iMULutR34Z&{d1646$+$~1Wwra>OHGM*75YctI=SA!E^yh+dFe8112$tQ+PNbp
zsmbxH%*eohww2*e7ksy-k7`nlMiG^{@1p=e`lCdU>GR48#phFWtEBsSSbo{0<Rmoi
z$qi6<_QY{;Rabw-*ni<gv_*;=u=mZ#{Uz4y+c^C|JQzAFVL17^LKt&Ng*>B#KPgW_
zgWNW3dgR2f1j$O2;OtFYU9Q$>!o~V<)TeFvbGN8}qzpY1qB;&OA=sZ_HsH3r-s4NH
zeTy^?gdg1vz)+=kZ4%YMDqu5wasj+FT62>AslRUCJ+anwJM{Ee|H%f73T5pqW7op9
zi~Qs#JO$&z(NL9pY%-0<G7JMw3G<zoU;Z!s`o+KmYqbvkKC@;#?hh<hVa94k;+_x@
zPASuW3YR9OKdOg+f_Xw=p=?j!JuGjYH9qULG@TEiUtvE|HTwshCY&Qui32!iPM<93
zo7Qr^fGG>B8bAm-r{Z$)9me_NKyFuaiN&+GpALGkf6oh&V7bFbtcWB$*xNo5re{>B
z0%%;GLkWWsMR3W)+fIbkydq+;dNR7Lx8xIl4!2zm(%_Y}1{>pNV%`vI#Iu&t<N~rZ
zJchf*Qb?gS)_0~EewZ35pMnSU-*zmM;1JJfX{m7JGzS^Qxv@$*)sMh9x3p*0klQp8
zTE}ePCf%W+fw|M@Zp(VL2<jWOMusaGP<N+{g9!u|=5>&j>RM_k<oDY88aZs{7b4<+
zl~>>KhL!qjKmkjED5{E~YcKtne5FtDth(1p@ZNeFU%w6&wrq^jV&2oSHxJzA5{kco
z8_AAptkSi=#0UlYBuQm122S&j9s47$V_^6UDwz~soEvT_9wVqJ3Ejo==PWsp^J6V%
z41;-oYUS9NqNZuVSa-F!(N1nGH@1g=%vc&lbyW!z(cIiGb=fq%CxBdE4OSwPTZ$Ig
zMJ^B^iAV}0W_enxtg7tGzSbzs$d8Q*@AYJzO`}NFupe-6StpPUvfy4B%^p?^2}h*O
zpcbcc{0JUxc4}fcBH=9^#%AP+*2y-=Owr?p<y&77x5ImI#&>UmEv<GizE{M5Ai2?)
z;bhp2IT!i00X3BJK5F?@Tk&uWeCdwt^i`;|k6yKyI$T<ij+R*b?0R@d){4&`Rm&H%
z<K|qGe|#voeVs9+k@<mS!Usl7yFLkm%`e}~df<5uhSBOhBcSF&U>Lnji4(ldCmC~3
z_0|QVBs2Jz#c4tbGW@i&|M3}rWcX$ycR`~RHS4cZ8}aJPu8K6Js#0^3pR(pG4@66<
zOR_<TXKJpMn^$aUsTA%FwS@vJ1g04l5$1T@4gw;{?2%!%&_^ml6T>nlWXsc-ZOdUl
zL(Zq^s^L^0POR&qg*>?11@vmftXmWP7mg*Q%Me8?T&m_{EAN__z%?^}m+$UUNB9^-
zj9`&+QS@UG1enYk2`cd9SuSd{*<iW4ZdQr!EuT-2zVvEK&UySY{~#Vc<&Tis=E?L-
zrVvbx?f`xAez^MWnq<n}(+v8xfGvs~KrH_?Oxih$t$Wa96g4p)elO$wISLvo+8p)Q
ztfMu^A5k{iQ$s$JU?%;4IBrDu(iZs^JH==t3a+zob4+heVFv6U2K!7|FQ0|&l5NKM
zDK|%C0H*10C8b?jye_6MjBu=C!i=;f17@{h9mRpJcW!wv{K+eMjkOcP3{%vBl1&ql
z#!nEa(-uaDs@wSjr$aNt-lY#$WCjTJM?TM){jP$^cno%VJQ}BeF(ua2>($-(H|RIp
zySclTfeK;CR*`a0+&^Qehz*QJy4f6jk~@_nO)G}?W746h%ZMId;ORs<-fqWSZbWp&
zW3G@F55%}=t2~0d8aLLyuC6k+RYgTX8(tWt<y*BGEduM@?!kl|hQ7R4a%tMKFd<+J
z^5cNTC(Z<>RdvaK?McC)+KTWW?fg)fa(a2|xQBmA`4moXXt9)1<fn~d2t&U55z%@<
z#3j75N-RK_`o^-{;V02IyaKnjN*nOwHQ8wzMli@}>DzqLl+Vwe49zH2)Yl;jSB{12
z<m8K}mV@aHO7}@WoYB(CnB#nr4xcuAQmGzq&IhFV$Y?u%kKJH3-%?g{Idh^azkbDk
zJM`$MmC)Y$L@g@91r>Z4E?8l3(zza51n(#fM*gW892V*(TiY{tqqMH56<km1lwQYg
zKQ&sA>(x-2<E$C%mucNFBtb~jwuuAQtpTG3(XY5_;s>8d(Gd)y_GIj7on}hM<Emd{
zVJV+k<=2USeKaW4X0SgDSBslcvKXRJoqsehMGJS$9@dLvkXn~NZ}tu|aTi>;EJWO@
z&CMS=!K}Ux!iqTGFjN|g4wX^svE*!9&0=vH%Ywfn+EMMWGD_*ZEv-fSA_uyLf3<}l
z`MWAXjleCBv@N{oGqAW~7s)kaJ1(|y14{xQE%SSSdDir2vyi@G+-c-`))wA%IgL0e
zndQv~<JfV2YVHVnSsMy2D-kLxXK}aGeMd5+sPYLbXNRVb^BiH{$GE|E@mY31nK#Tb
za-;lh+Rl_7GEE(`ctK!K3L_lpsbZIy)U>3m1C~G4l~9Swq0arIF!5%z&p`B5S~W_x
zbW^^6MqRCL^Mb`BvIi76EA}sX(Sn`hp=@YEa-N)yU}nuRjVc$g`r4xvEhZ9ww0Bn6
ziP%^etVM<FZRHZ7OHpvmM4{6!$SaZvgY%q~!tkL181oyPlx0uv3wj>YR@@(Sf8j$$
zk11ghSJKi|OGoGMc$HT#v^c9jEQaD6$SNs+>XFga3ZJu+Fq3jwE!*L5BYG=^m*Bj=
z66T-_^$peD%V;fI@XTfeqWxr0%H10{1AHAOSzg&gCcksry3q|0?a@dCTEWu$K4P@1
zzZ;|ra7l1fw>fOr8~(hO5LT-n+)7~;ps%FLRG}T~>Amy*uItnvK*nSLd8WrlPO0I4
zo94%EFAZWp-_lxe*n4SlVuGJ+T?KIy`t3g%NswuVYV>#_x;rU*&wlOXQfPPu*9-C&
z4N`OmAQCA_XvQSnytfuEK@n^<7fKg9$yqrjbsWr6AMv!}%J}JmK2~d-m{*VZ!2p7A
z@VaV_%1H4hxr283mlp+s(_;BkppXH79fjN`|JDz29c~RnsTf@XNf+(@H9_P|GtJZt
z^vF{+(IRs1)#~%{Ry2St{b((Kru9VAP*EZO#b{qd&1d4MqtHo75t36pH0IbjAI;MW
zO4|(Pz2x<c>Bd@#t-A0MS@y>?$aigmmapeqCEn^byE_mLO!M^jcqAX~7TL;wHApl2
z^bTPi9zFe8MZ~x29Q4Y=$1b-qzo##|zz-R_{lYY9gc@(IFCcE&6P4e1IR+HYud7e2
z&qnA<*)x^Nq&%rU#PJ>$+L^1vMIx(FvzhC8jfEhz?mH)0W9q|}P8@!kr)$svJ8McH
zJjD*d44QiE-Q8g+t=c??s89`m=Z;xg`n-ywwMF&W!nV52J_BMa_XIs9k}<#UF#$7%
z)7Rb5w0w_VxAwE*VN8m4c?RVt43)r7EG~Zb>G#tfcm~zTCmp1F(Tf}rv4-hQ_r8^_
zwbbReR-O^!C;OfavZrUym*o35-SlYRzm9P>UFC%uzh2ijeVF0OC1Egsu!{SRs$I)M
z@+^r1ZrZfaB1J5|{pmAPS$Ua|reY3iNJG-7*(Dfx!Ch?GhgF_acwKjcPwF)Ck@?@s
zTE_b67bE2Tjw`(43#XLS#8dRJqLEE*+Ec}Aw%UOiD(2+NVVTiW%aZe}>^+n)cJZS8
z*OuARMz;zN**v4xhIe3p`Eg=G5*>}WwKUo(LlhQb=*qO-zwTzk>d0HV_ER#8t+_kT
zd6&A@r?z_6OC(2#&%UX-JA3*DO|nEndCl>NKg-I0cYBf83%kFVD1Ce?!*E?=nd!<^
z3ZF;~`AS6Rv%(Jz!QVjb)K&8hc5A@BxZ-0ob~@}>IL&81KVmw6e1?5&LeYYgazMS#
zwY-Hh=7s9_Y1@LOO)gG}>a6#A=OZ+Z!VtKg5rg#hG!GH#Z41mpu3Ta>iCw9L91}i2
z7{{AR?97ou_4VhcvVz3)p+~I^vgt52q>|y%hnc*otbZiBl((BkV<7LARr7yOk&^X?
zjvp5PAmpE6@Q!VNWcqPzAX)FES{^gPA$GWm%c0J5yP7&4zd$O<3h3me^b)SR7CC5*
z)VP5xp_DM4sC-)FqJt<@azOW`<%>^;&bF9Iff2@F-Ug*H(rFhi)20eQi`b~coRD9|
zck0V#WtG*pNI8Mi*tabkwc++6sWhrwF#HzHX7U$py0A5W)1hnU4%Z4u1rN&&53~k`
zU6k#)J}>5H;(ObIlB|p#`@S$|q|7=aG$<4~{&Fm9TG)%iH82@8b=>yQ!JGSM0C8#J
zhxi$ZmA!FH`DPQ-8@XK+Oe_{l#5i|l+kIqS#b+jS#G-}Dbu8SLrF28Rh<g?>B0y+f
z76j3xV-6O7-t-Y<&^NMiV*TbClC5vGr%31F!ES3j^g2jmxsOyi)6yjtp`Y!zKbmMn
zM5A1sj((D-5If;TnjbB6bkKguAyQQ%SL8gG;6bPUY(7sVqdtu*^X(Xu5tICQiJAM!
zG`xPxQfKyJkK1*a38@oVoVSgUB4rd+BDX`LMDtyLK4xoI;ZgvZD8>n}NdIu|*m;(E
z`G8ht9P+I&n21TaB7b36=Em0mPK?g(b9qCcO38EL1moGo%y-sQ8E_Qp9~0E&%s+T7
z-RiUBCPQ0nc=!XP_17fc>D<|Pl}f%>{WNAn5GlT>XFEUdGG@YFFumiq+0M&5K<;I+
zyep=Ed^bhu&EsY;d`yyio|#ri^Lj5Exh8W%`7QQ&*?Qw!ki`_Yh+OW5Is)bmt$f{S
zFntdi83219k0`fN<>xuWvmtP<2zI_Qy7Fl;5<3{*B4}AoXba|gJiJ*PDMaup_@{Sb
zu-D?;owc*{nay*1m|Lg=uBLDv($9cy0=#;Ex2;$MK-|6BRfOu}oAdx{Zt^e4un#@;
z0WxjgKv|f(1lJ&e6BoXVpLGN=nR^s%6BwF5p)a3nwF}PSHq`KnMs$&HF5MSW-zc*0
zrx5XR_H1Zn6X>+SlJg@38A4Xv%`syHmc^nA?@Svg+YyVwzfQiF+O{nz<F+{-ftZ?q
zxxoGjqw>REi>d6?Oy%inva=<--t{7-LB>gv7M`f9&+@zI5eX!^K{p^jf(j-vH~l?Y
zI7;CHOJJ-GSop&i6Am8q7fAYpJ!2`MU=nu;sBSMuXN;ZR03OIRXqYdz<ads3Q8&4F
zv;@zAn1o9?1p2j|TgKcI3QQQh!?`Jcw8uQy9|}M8N8{r$x>LmYRZ+;K5RR_I+2;z^
z1>@{0SHGu>DDFTvZE(rtEWb$FZ>@P0OjnARt92t%6<ssf;V3}<m7#~$_yQL>+r>2q
zKoL)sgZJK=<hJ;Tsh;`P=KX2=;x0BvJV`_yHSM8>-K2J>vg#)QBXDRjmtZ@8Gxfpy
z;s`zKI}$C4^#s)G*^IW>mln}=XO`a3k%1pw96<Q|<9&jkYx!tvfJ!TrV>2276=_MA
zr+xAz*h}`Fb@+r4^>ESCty;>^76lQ7fUw|AfC%0^87%JW#-0CBZ6*xYwXwrpEqz3g
zLSb+@0hP24cSkhzN*hgP3pg`>oz`_84L<)8v3ij#6<PY=_i{{HS6fDG6Ud7zNytFr
zDLiCj=qI=VzXwfTLzSm}lz8nmiM?9U`WyE*^T-&Q(nUrgK00Cwnq>%VsW5Jjf|*am
zyZ2uszSg}ORTw2krY@>RWwGnZ7!Js%9lZq0vYFphJ!@E999EaSKHy@19$WE@DyUa~
z8SI}4*RO3wBfgW@xXv!!8$mEzpuc;zQ#AlpK&rp1f1|dm;_m78L6SlD>?GY!-s}}w
zsMu{Z{7BPf2ZjF)*{b+n=7<EBW88H{!CaFidYfwh2HymHM~b&=A%1#<1rrHFr1epo
z5FEBCwQ~6`yF)zItl?=0Xu22^e}Q_(W05yVD!hh;#A5F@lE(Z|nC42R%_c#@K6i~J
z6Q5Rd!$;nkEz5Yt_!7M6IHcz_wv!YlsV&j>TjN3#pGxat(LvaXqcEI${9C^8^WZ>Q
zN9C_C_7MJQMn7~y`t?aL%QYe*6Z^mct+>J95Qgf@#lYEWF$<O0MDE>)f86)yvcK9W
za~+=on20y4dkDm87dyXxCB5iB3}-)k;><Qtbw4t=KZbgTbC2A<DKtjEc=DG04K`#Y
zf|xvM`-#pf?3fAIw`9oLIn{q?nKnSZNZRRSb=*hWoPx~pcFB`2?Lzj}geOyr8Krg`
zvu}mb45?v696Ng3VN+qRf6%GFJzJOHyW)27!v6YU=gnRpdia#&v&X~ttzTwSAMm_g
zd^Uo$l@T`cyeqr<wY!lhFW?qWmjlkCDXJFVqSNvEc*+hNF#}DJo;EyZ*^Gw|QoZD0
zW@z%h^2EF={A5IEE$K7#5xaPnCyynJKo(nC7)m0tU0Qf(_)c=Ve<3AlJYG&ZPD-KA
zY8Q1#+T;z;e^gbjdfu(@RNB9d?HI#SNsrlD$!OY#Kc^<T|ErOEM=B#>n^j&*9fNnz
z8gRN{!uTH2V~d(EPyZmbr`>UcCpU!PrlF{F2GQMWXoIAiZaGMzvOvE?|M@1R2Arx-
z(W8?_oH-xNpUPq!e{yYhOM{0V17a7anPc|Gsmf|L=L4<~GJCCc(G%Fc5w#>uASV0v
z0rl(o@a&usyP;N)guU=POyUm_VA2Myiw>;b?DZ-TL-PEwfvXsAYwqL?WCPRZ<GC2`
z%MKr^s=mE_&(iDQ6r-&jg>QX(p0ebOlZo%4BzW+W)Vvh^f2!nj={L~hybx~mu@9H}
zUAXtjUXkFJiMC_X=-1f1u6vBNyh;n=^e@Lf^>v@7Q4r_-LiUGX^TZTPy-a2^XP40C
z;$<Tq@=k2N7~hSp<Lc9AucR`Br}zavVC~=IeXyndraAHTXjBnHZ;5t4g{t?<^3M3g
z=YXx`3InX4f1i=;&FBhnx2k0oEy`~cfD%)=TWE!!guM0mPCr$xZ<H6To-7TKu^XOy
zT{hydthCuZ=%tEhd%)t<z=ae`B@zal-n3R-kK;o0_OViPxL5327VJs7{GwVMKHoap
z&+s<d;9@geK<^;3Ksz23ENa}-E>GyfW<Dh6>lRiCe>>tWSHu_;ow{v35-nJ|yVfi|
z3~kS5tAh@yI7#!hk20p29Q^Qn5t2JFy?aY?`kjM7G(nI%((a(2z;)%vs>M}t^mLxk
zL@3*aDzR>a$aCoSbMYv3sO!x%m~@)dHX6e>=SK{*Frwszb0cXiyxIG%7CgZMQcRq0
zBQ+R4e=M-_m+P9a8na$4b6&F-I~ElcQVJ)tjqRJLg!z&KB3>ALxux8CM)UqqKeFQU
zg#W()d>w=0R{jVpstfsqIIDyET|tWszO>)li<OxDORAXD{Y8Tp=G|d=Q@Tn+rogY%
zVxFm}h}il{SGFm1OKm~Pq^n<Dg>*ozma`hje}D6{&JkAUhk-Mq++f{W3BxK*dJdMS
zJ<l3ud31w`$vtwVl8I_AhO+L9!?u{BE3PT61w{JpAfkU$lRRr;*dh1pGvhK(Y53B(
zaaitXS_)+7ee@;W4#aVy`s$fhOj0or%WK8jRLu+s*<|?IrG+52Bo6n3waXsh-1%-6
zf3S^tB42dlTT6emUVm=%t8ioAqVC3-VlfIkI0&70%Ii(Rn;?ZYvbz{DemeMG@Zeh8
zxFY&$=p)#1_A3?N8_GigpJJ?Uy3(Zb$UX~@n$?ZrN-`vhxbnI(q7>X#i>gxoSgFCk
z%ur~_GKENSA^SeR=PFB*XyNnFW$3+^e>Y*08h)kA1$RKpHD)h%V+L(@tg@ay6lh@Z
zd~Qjr<XKKPy}-bBi8LCGdcX+g7rgCHk_7;OdGMRE`+~92;^8TqfGEF9;HN6D=Ruj;
zjR=5N@$oW0*FHY}C5{SNC@xKDq$8v)rhre(AG&O&Wk7SV^rd@@N<X{zq{ya6e|KW$
zv!>m&&<_m~qv4(Ec48v-ap}g&skIL+2uofTLFcr2O{Du1l9stRfBI5(9KNbX4rlJ%
znn-gy&c69YBM`bwOiJc;LpDKTC#H@^;|jf#WKK*WqdkJ~aW7XBkI=tO)tNbm?fV&K
z1~V!<AYQMbF{d~P#a_IwJV83Tf7Tok@BIsumAFfjR-pthr4_bp#TZq`w5K~b6{aXB
z03So--2+{IO5#ja9#9C7tbQP@s~J+49CR@J<2-qo{8Q=L)rHg8IW?vfd;r(y;9{v_
z3-y@3){{3NH!PazU4H+W*loy<5&d7OUy4<|tw9YFF%2^z6Rg~e<r11Ze?sVNC)Wh%
zj~{#BnwK1_;ahS`V!I3*7OIitrY&0bwwk@1{L15DcMowA(^ccQpdK1*ms007Zt9OY
zvN38v31hVflfb+hEt!97zTw&9cUBNftbPVh4nb%0#ja{bKiTzt>!f=xi9ucCS97*$
zyw{Ez%<62D+<t@GFR*1pf0%I&s(B4?D+M;4prbX=J=y4^xdag*KvgahfZZ`MdLxvE
zq9=}6E9&#-#VgH3r1_%cY6%3FkY_Tbtu;NsV{g-!1}q8Hub@^{@`ykhGV8El>BjJQ
zRgMa?ds&Xxl->i}VtLlo!p=zw7|VE8D27?-1;|26OQlfAmt?<0e+s`12*DEgYDsQ<
zcNaPg+6&A^XgnjA0M8<1?2oY$IuaFq;aF!C73lf{B!w>iU9E<Lj~wt9`RH(0`A)$l
zv+Vao%~M-&Z!7*x>u$r`AV=ssZ0n9!gm(IARgxyV6Pr1_j3EzGZBPhu{+1kKnOtdd
z=K$~UC=J6z)G`59f9Y}@1wx=2al3+vK1Y94IFqc1$yO*o_qSq=?ZW^HC&HzP`o(K7
zJk~xWI^=pZR6{VSt@wC5)K@uom$CKX-*XJ}Zhj4?`G8ctYVbsY#2mLyyMXCNQwB~J
zlSJ`tWW(Tq2MF1970Yb#62hpREkuECkaQQg%Hbc!CiH>#e;r^ES+RCH^Dm!mi68W9
zSuE2ZtGQ?%Wg&-kP&1s*7IhrE6if_PjaOj5YB-Wn)|Q)!^Q|@tjKQB^`w0M&nkoD!
z#R#V|7P^O(TG+p><H70247GE4`R*^cyG7S!d}rsuYA7ff)H~wS3A7H#vXu5A!QLZI
zjW?L3HlWjNe{8dTy<dBo-t?#+uW(ai(Y1SDe}9ZbzeEOPE8(xZ*j%NmoxT6VTZ5T1
z0yV!AAZk6K;^jo8#7B4CuKHH8aFJPyE&F%85*6Qj-yBLvmhh35U9YPC=&N()g%-7O
zP9VOI-MX%h_4<Te%b<Awl4&ky!B*5RUTPC{R5_8Cf6?U$eQ&L4sIP_zae+6Uc#ez0
zP66fy-N;Du?BiTu_BL|<BDP7TY-KwjFS*6fy1v<!9I&c}HfK5m98R#y%8%m3`aP-o
z%8M!EP)sTYks5!qZeF+z3CBqML!g}x(THauqMesLAB>4^Fs_PSwOO7zHe?7lPaCz|
zmbJMjfA*8}P;GX}7*CC^&*LO58_{wDfWH*pS-Nv9?@8CDMuwr1H8SD`nRh~*SBa7v
z+Lv!%U!W-HKr^Z(eZFU66^|jPO-l<faudVZeY{~?)p1L2>dy=;9xzOMgG=np8ny#h
zV;+yo^}KGYaZbHp;nT5_elPVJr-aaq|I>V@f82vDb^ZF-8ln)OlPEqGj^VJbyDGZE
zxe8HDmy{b4RXvPQ%|Qfd5)8hpt6vls=Co@8;utu~#j~-rt(V6eg`Zk`(3v(?>zsE|
zoGr*)SK7gm&bXQ?<Z_?;*3z?pyCI0+3AoR1v?6Lr2>b~j`l~4Ey?$>~z=XSd$)3}m
zfAluXqYsX;rsYF;Evw`Ihd!J4aU+@X!<qZAOrN>D%5xh_@rqkZ*C$i25qEQuCP7;H
zK2!^<W&3YUOYUY`0jKU5WooQFbGT8}N-w2YV%>fP!veXLj3s3`3Ypm9iq;{Zuf&ar
zK4kx5V++7F?*X~g(528S-qhOcq&B>sf7DwMMdF6v83YDEo|$^pGhuVLLp2YLVtpYN
zLXxH|+7-l|!*6twLUBxMuU>ZQD(Htb+xAyP%slGF($_OdcH_hOe8KLXxeBB=(N3Z_
zeEmq1<80^-C`ys@Mc%PxxR$rtV{uj1M(_aRFwxEpRwttwM8OUahGpBW?3aITe|SdM
zJ)`e5GIZK#&2<`b1uak6gX@eGo(K{Rd6E-+>U&`Npi<=KG0l3=h6d;s^pRjTEpwVv
z!8fl=c?Jsoub~a9xb1veuh}6>$MezSaIrHDfgh)8G8IiZ%oqa&**D=;DZj)%rZKUk
z5U&2~QD3g8{&munWcQ|Oz<6>PfA)6P57kx+et^L64=#SfaSlHq!5I%7*a?|BlD1<Z
zsLt{Nl9hJ}wo}uT{hp-p|55dsCm@-rdn4q5;ioA}!a?C*?bkNI7~u;tcVqtRGGHyD
zwfcw*Q-5ILIYn_fEIryLvMT3tpiQg3XpA!s;4SS>?<;4_xb(`GkVDK0f0vfv2o6Ql
zJX%Y2+A(L0W<iJE7c|LnRC#oscqu~yiZD(N@9{_K0PRmV`L58TTYcQMH<xZvMj_aK
zJYyKVhSTo1EWXV`KCwsnTUyWW6iarv6oEI(__*XR1(y{EoPfz<)z`m3D1s^iZCB;s
zr2ATp2)Sbs$VKd@znzDXf3o9dRl<ZXTz_sm<)_|cKv@W)!%U$6q#h7(hYwKVWnYOW
zy6N)Txo?g+tMTcvRXfFIW@K-<O+Kx6#pr`j_?{&f2bJrpmXFfBe=j77%VV};4Qztu
z)WVZ`6;IF_h8YtdY;sCNTbW^UjA}FocWnIz%q(EYkHdj@XRG=8e{**<u%jZ><hk-C
z?)Hm<foO<=X)uLDDg31ZSSVD32w>oul)jC#%%hpz=lh$$%nSPT3)#h}Wh|8>YGe+U
zCA_oCZA*kns?`e@B~EQAj8d0WY-n!5mR5fl*Y)`LM9pJHckKBFBP_cOe?G^HqWm}w
zg_yT73O&_(6Vu0zf3=MF{`ft%29Dd5aYRKMtmT`@|Fe?Ife#hs9653r73sba%LB>%
z&)zoxz1ptU9Mvj%6Ul8CVN!^20DQ_igBdNCu_#fVOwB^03(3baWa&mCW+#@9sI89r
zMKG;tq`i}q82gue;n|}NnEfNM4?v_BnqvY!ORd%T(@T9we@}K&LjYI~3Fvv1G`N*B
zyX-h16ij}t(znQd2`x3?$)b)Vc+J|f<r{Mw7Q7#y1nyE~X9`|mlvu}Pk6I*<82->>
zb?D1uqwCV+j#|it!ZQiL{x+tZx`7#MZmvAXn?_J6ERQhkp0M|HE3T70hVNBqgU-iL
z#ue?$%-=r#e}WSB<MzZ84=oI^K1sBk$Xa%K&|`4a1>+;EO?>Ze7$EuagiX@yOk7y3
z1H{P<6g*#Vtv*UWfWrJMY96Fp9zkkYW~S}jR2uClt@|^OjB_%qm%g6vLEQazO^s5a
z0fO;C@chA~B<0r&7<B&fOy5q|&_!#Fv+EtzjSC^0e{f@zs~!6V_<_xS^f+-L_b%%?
zn!gkGsl;lkA>ZV0_Cc8gi~wtN-Hiqe<^Br}tEDA6gA3=MUI-+wun^pUmxHS@%S_zs
z2c@tI+Kw|*N-xxK=tYx&*9!_s1AZJN)z5=YMY%+>D%uIK_*RdrQOwu{bcb%(j>Rn|
zmAPJyfBY2^tnwSs!vR*AiBmOB-A(@1+tgy4<{AMo*gj8Q0P|x1D6~PAJ7U9cO#eK}
zhKIk>P|&<z=IrNq&MBl-Gbl;y=5K)lI6ngSKpZrIwJGE0xm=GAj#z}M@Ph$5#Tb_u
z$_{W}D6ELZ=ZS?=|Id64cw+myqXawF)puOMf8n$aap%`eHbF08OT&0ctuO?-iP362
ze?SS>?qdWrWLnaY^mKx&9!O}o^glh#n3cvOjEFRnq1u8m4r}!ARO&=&epK8;>Et;N
zXhUtu_<8e50*<sddx|DZhlvcGq~$p<yW3RCD({AC+#r3^m6Cm+>q>;_N3d1TSl2C@
zf5<3qVPx$aZPh5y-xu*;_m9r9%3*C%Y*P*vj1L60)YK1vyys)Wd%3ocj)P~J8m#zq
zM9cO(B=|Dgkg%0cr9i+;BLhrxOnwz%XF|*XOv@NCu0%bz9;juih8N4BMBNL=e7~$m
zx_Y;PJem4?Z354!I1w5NEgj!A`y1iJe<4c@K-Xd0<6wtt_i&pVWQ2w$VYTMhtJy~x
z_5|u^u@H{CTkFH`MqAiDt$;^r4lg{S7-`HI&z#Wsm+<0lF8RQqz$ucD7}Ud1Jic__
zHbV&LpY<#MwJnbQ5bW_I|2r3zyvVIJb#KQqAfs=n`JpXdy};Xu1BIw+`n%obe{VdK
zOxw&vYRL^|ccJoUVkM#}o5JQ#tuIm1A&h;=7dBJjb2&iGzR9$9XNr5x3~H>uYJfB`
zacV~hJnyO+w61Qv539~AYgx9d)YWD_GZ#Kwnag!9v+lH7CT2bna#!@c0+YQK`paB+
zaZ2X*cC8Y0J;;t<2+oA^NudXie^rFC{InP&%_`Jlb>+c*_5@LB5}PeLRYlbi78pI>
z|H6o(>Wj=|Z#g$4AzxEp>5-BKhW1xXiA~Ls#ofhm{IiPyYKv(Odx42`&Vg_mDb@Pr
zf#6HoH``0&LjNP+j})Ds$yA4pFPdw3=B!~-SmtBN(pCHHpnKzQ_nlE5e=kCwjO+m-
z%Dm0~coCJMv7?==;cuaQzCV|B2{aG*H0mJ>@XXWhVX-~ts|SqjU$fNgl)!;`-yN3q
z(#q|EJp*iZGw&UzH_t%D@o??jv$au+fF@uH?wnCe`TL`&R9cDKnS%dm{;A-@cNqQ2
zx=ua%?a#b(^}G%%GMb@+e=3!USzCl2hWqlQm3iIth~<S0jnwOQiV%O%9c%?3eztgT
zn~?YlSez`5z|m`{a0FRko{vOD&~I@<@JmKwj&~4~vkh(`^L!S@@4WcN2QSC_q~8~N
zh_oLN-i<1#Q94^sb=v#00Q6Mn;1akI6@BAT#~Ys2eoHv_Buj7?e{bH4<{!lFk%%wh
zcCQe6O3*yI^n4Vwx%MRx(|2+WuR%%W=kU<y%C=#$tt5)AsHl=~tlPI1nN&{%P<b#}
zU!Jb0CWZ(xaI&1g*jo^u16Us-z|&@)tj(8GUp}9iXq}>I87s+$4?}T02#wSeOpIl+
z`@XQRB&VS`WfbZ&e|A<j6^p=w(+27>+6cz<@1q73vejf>^08_slSQ#8EFx?*_AODx
z_;_QS>f_=ZnFcr3_>*515_5gP<b-y6#J<|v^8!!%z1k6v&uc?#>ORki`%&J>+l8#%
zB{Fr@5T&i^_#+0L_|ambwEUy+Gc(#1<C|CGcs;ikpb>khe}1%e_#6Y~THz%)!(p<<
zF%68-{uA40FG&yz$$bsjcr$&0U``qd_Dpz^*_K4ICBU}#$FlWXL^m~`qS1tLo>Pvl
znk&#ga{vKhzrrk}RPRwlgm62Bk0f>F6MDn;%vOzW{ncZQ-EFnP$MjjETK-h(5osZC
zuDo@o?pO`*e_UCCq{rQNN+1?YNWwa$-&zzhUbj$+hBCmHFVNCWXWrArt@YBa7gW&W
z9=Xp>-!SFn>5y+ua06wj*^T~E?h<vdT^S@pGD@2s`#$KiD3}&fMNd%mqH7GIzjnk0
zZTlziQ*Mhxw=wJ+y2jtr-3-J*{`c6j+*YGJkpm5We;UCRB(%)_+aG7`tHmOXmL@sD
z^rFJ{Nx`4G19)EPO6EJ4GD9SzPh$+H0`uUx@VJPaz&dS>i>PiX>nsd`lv(G0P+rUf
z+K}mI<6P-4b``yzmOpjQ<uRKIkGUqDqhC7U$sHVlPJT@}xg@7cT{ru<<mGSkVW**6
zow?bye|&(D@6ohZ4!(a&Hf=f3-dVZQ7<8<o5%;D<cBZfwbg?^;!1f!%PKmE#eTSfz
z&F!WxtrMsVQr<!5J&GDopWztP&cAC{^!1Y6;Vt|ayW4NsZ7T2!DHC~js~G!2*TwcF
zA9$GVDm1q-@dej>-x#8l=wIv`#oHj<S0eU=f3RwRm^F9Lyfd)=7y`1L2P+DKr6E~E
zXCdH%MUwiSNadAF^_7|+Wt35;zF<<LeeWBVrJB{JSM2^um~c0fV(#SpiiWkD4HL@k
zj4GZ(<X1=Y6rq0RElPCDO^RBncBsAsgkzj&D?@6kii5-Kj2A%g3mN%%SmG)F>#mRq
ze+zf_8UZ6+6%c&Bl^4Zq(Nl>jD$twUpaAM%ShD?s1FEK7ffkw9NrFO`_q&>Nq}tWQ
zCB@5E>J{>Hlc5+L;AaUH!fAg41GmaO7|#mPzLpQPZLreay9x4ITOF2}QB8n>0^s|M
z;%fW3?^c%H)vF<^vt`R|LL&f0=c?jLfB$2i52OgORy}nISVGk`c9Zqs0kkwZ)|o68
zqem>_1)gWW{$+SV)NDsUA0^(CP3}|Zq-+A3dq8Rm>nuImvRTHGFFGc6^Ad^`#@A>`
zfkW+n#c$o0xgM}J#4HAT2_>?@e?efTkl|H85*tLb4a=?!Wb2-+R35+%r5$-he@=1p
zG}*h3cg#=$VAPFo$}YSp6&Af3Y&GGT@F2S8uaVT8YpkW5<>O_O8t+Io-#;NPXDH6%
z+nDEFP(^5H7)OB84&T-n)W<gV0(vI@LK_}gVvr=P;TxNZ91!8#Q5SB&Z_2;fhlWWM
z*Vr6ZSB!R=j%3hes>^wRdY+}`f4z;&X7ue07n&B@i4}vVRcv-s#x(<Udi~&ser;_~
zmf9jLNu~~=6DEwLUNt>mjNb>i5)2PRi8t{;VHI%D2X*Zv-b4>6Gqt<yAyD-;9q1)H
zuAtJ86i$`17aiyf4)q+xk$X*zCtF>9T9<v+o!gCz$^#qgm#LBKC<aW;e=@b4IjPJ@
zY**zi)DrueXM538EgR&s=A-kg_?3HI=FOZo`c+yJA}4kpa@r*1!StSu`hhiBV_}T^
zSGI=ATd#m93?A(i++LSsq_26Nv6S_g?q~E?hTK}sJWP+^`ED`ttc%9uje`B`#&3CZ
z+w;mec779F!v#yICM8kce|d(!X<5RH^<gvO<%#WYFDA5>=0aSYSpagX8?5q~p4f5{
zN-QsbR+w}CC9vB8eABv?-x(<&a*kB`N6DwqbcVN*9pt-p?cupkTBqmE?c5D7Rr+I5
znk)%f@lhjo?NI@_lpXNx)Y4z}l7Xi!58YG9W=kPi(3e@PJC<N4e+@OnY^Ue$MH$aZ
zHH#;Kx`EDspQ)`kM$dLX2$%b@mG6{Qa>iNxcO%!DfL~$${eJZ1eH5sp@?-yzrvu$k
zy-@OzPG|;e6juRV0DTpBeOVZ2{jD$K&*UCZR}d5)SUSa^#LXOV4icr>aRyVK?pQ4b
zCX?S718p#*E1GwWf1{wic4TiaQq#O^-#+=PJ)h?rwV4n+7>|dQ-%GPnR=x^ZyX@?d
z?RQ+S9fX&po`%k`3hD>7MaTWQ<)EA;Z8=zb(+Mw2tadIQ9jc5b-xqW=AxUeJ0l1B#
z_%=ysYioBz<F~*~bgAqO=+v<tT-Y>u{+*6kpiwxP0J(q2e}TloZ^5{N?XXs&3S*c%
z-EAA4<@&MBTEkH;Rjr-P)0cWng`Dsv)DFQ7p0Z7CtP-6gh^a|t;-mO&?0%XJ{%M)s
zf#SujM}|u7DX3NDOwR%5P_Tr5J}XzXl8vW5oT!B$Qd10#WF7xZnE`y`CmnYm_VDmH
zYFAQGz3O$De^DRGn6zr`AL=kM;GWw+@&DaRu}~(Io><(`LciqLA)RW4?hA=Z(I5T-
zM5ai{K$QL!Q<4Jcfw?H7<@);u=r^naryeMcGIS;OwIhR@8|g#(Tq#?yUpM1fM>|)K
zJ<f3{L2>G&bjH7>lNe#;RavJ#Twm!aU)nU2Lmy-tf3zMw1yP*EO>gAplWA4MvtK@O
z=Q%Typev)&Vpi7S!fL>9BB$t-WNGi@c+p;8h>rdMi{-@k_r`~H?Sl}#s&}8RljiqT
zO3khWds1o06B!p|$-0Z1S*1J9vX97EJ$G&!P)mjh7J2Zgwc|X1Ypb&|9xnaeeM%)8
zCOTEfe*|}+v1@PxnHOyO(ds_qVH*;9NvA3epI|XKfXd0nbGUEx7rR*wj#2<`P($61
zw)nyjj6LoIUm};fw~e)c<!*50$v&^-Qnn>3^i$>!9Q6X?jAAAwm8LzKKX<T5XOtiJ
z)_U5_DxqQ%i_(YDOI}YtVKoc@(UH`Y<byDbe+&)uPnjY8OTB}8mFn?RE?EgcihO>z
zK>A-S>+(ELkEXIq^wPPJ4mMJX%$kbS%POW4>cP!0j;rD)xi&F6KKk$VW@vmrZ>@B5
zJ#P5U77FA?O^AZpw4xmFGL5t>P8s+3_$xU#9p1j17gI794K*v^v1w$4x(EM0oGw72
ze=8@%Ctuy_HcJj!7wnk4D?yBxtQ?8)wvtV4;ldraT!aaJ!-BAAdX1$Vm!UA^4C9yy
zLH{{Ch=Ey%%Wd{<y1X0@Zs>}{h9l4hF!!|{wk|v&q-+fOf*?jmCf|<v{j1CP@s<Ks
z!u36{3@&>OM5<hB%Wr!qY2P?_fOu2%e^62svCis{bmuTg)Y`~UDT)E)rgL&eVyrfK
zcFeBa9?LBLv|OKs)-!16s!1sz?@|WyG|K3WR;6^u^$3^F_t{yulrMEKM;H-j4!b;K
z2sdbH=rcfJL7r8dQx!=I%GO+aQ*BC@%HTM3qS_l4<B|;}5{W)_A!xYK!^c{Re+`%h
zBlOu6JV^^k;J%_vA|M77jk`BFq8U=X@8>`6w0DxHZKT`|VQCSo-h;O&wW-B~cA)MH
zX^-P@G4It=2Nd@zfNbu77nZB(3YB6jR5kJ>jV%px*L<(~;ZwmbJ+iW+zL+jaM#;wX
z!J3{Jd0{z99^W`LwB4QxtWbo*e>Wt}Iu|>GI1nT_Z8+(4!ExD&y<FIkG|<ZR+-c&L
zuCY|9+K&~jf$W;MfPUQKSn76c*OE!Uu!zVv?j<rHqIo4Qk15wfuel^3hnQQGKoYn~
z^wkaKP}(91hZY(xD;uv3A7xk!n6Fbn%M#AjQ5aNlYr~6iF~;$mO|Bi^e~we#H482d
ziEiy4pfsb9NHInIAkGz^RkNOHIX&KnNiK%N68<iIK?efz+BHYVq$jQ__~UtxXARSE
z+n5XWUvU4Nef$17z|Omzrk=2&@1VP2#hpO(jVxZ$s;{KX>VA#hy~|Q=)MU|(@0cfn
z?+G5(8d0NJ3{d}!OU?k@e;p0gma_k%4<1qW|Iw_9u^6HANA#~m4JU{)DLjbc@R{)T
z|1R$)3n4-tKa1b3sYHNQ;%oX(7HhP&33-&QQ{h2@9IGDtY}uo^J&me`#@Lc!F9NlP
zrsYORyPPSjhsx0?P)MahacIQEdw)|#{Nlw5Wo~41baG{3Z3<;>mo5<u1_CuQx3Dk|
zxHSSbG?&0N5ET(OHwrIIWo~D5Xfhx&H!v_Zmyl);76UOhHJ5RO3@v}QHB4}K3tG6l
zySuwPg}b}EyIXLF;O<FqcMt9a4bDf-xqbU|kN5uk1_O$@Y_7dzS3N*Rq^LqCWNL2=
z6t}l?p<|+F<OayfDcjo`*{RqV*|{(=(kTPYU2Tk<0L=7^jI6L^WFk&LBNt11J5eJS
zAUA-+#R8yU;_?yT!-9X2kqed#AOW-kI(;Zj0mhyHIiQP?s;2{x2|#J|7f`f!cA+yi
za{f>Q?aVFhfK(qYBK8iRPL}2tE`MUM(9!*g^v7G69w2RGVr}p4Y;6fJvNHup)63BV
z<n7%*gq8qGdpm$J(89>Z3}9~tPz7oN)KtWjRR9vo3TlcfRP<XPfmK``9PFL`Cl?VF
zRW%7(fT)nXsu%#MP79DwQ&Ii%Qx$0Uk-s@DKwkAj|A*(p@Q=Hkn5vMfmZBIF!=Ez%
zm;i1-Cuhq)wEvYG`A24ef2a20YUX5b`xlq|5)2uCul!UkES&-F_D<G-k5?z44e+nR
zxZ0V1l+(om_;-LmtpUhdngH#bfq$ID?f+KVew6aV=|k@FzlnVm!sSm)o4?Hg&OqRQ
z&{!Bb|K%&Is3;4tHL|pG0oobanS2<!7`eDQ0}TI?eS8B=DgI6n2oP~~a{9v|_b-*x
z|I++_D|KP}kCW-zc>5Z;|98iX>|C9_{!yF%Jhq9wowKF0i}T+RfdDg08{nVpo&WUA
z((W&roRGYfxR{D6o$SZp+0n__e^keg-o?Y^FY7<?ghXYz0i2BN046S00OQAyirJZp
z*xTBEWbF+5r+lK8A9ZrEck*QTKc?H-&feXB&int;npxVJn*Hg5sjCBnnw_PiD^N=G
ze|$bfu>Y2s16=@&0H7lP=wV{P@Q3=Z$@wE@`Xl}*iLbYVy#v6^$i^AyYiS1jc!BkH
zHgW?3T%25izTW>-{3n8C;sBUhnz(!n{m0_K{uN!y&deUb^|$yVlYgoHXB;U1T3V`q
zkBv38x3lpCm;%jU8RYF<K8Azx|DT=vFD`Lc8yk5eTOj5CyRiRlZDea{<N5!v|1UcY
z;GeuH<?Wqpjcoo)XXz|%=>arVv~)4C_`Aq|%cWe5K6XOL&fEqFpyQ%vWoKspTcP%6
z*=#<h`r~G@{ByAZ=$KglTlX=rCf0U;KxbzFE8|}(;74KpEBTLZ{7D_apr9-xBdtmE
zf6UTf#$t9R_NJD0<^X0kc7TzSlaVJZ<Hvw7v#|lZnLg&;6zK8S1OXW6?d)AXTmTNP
zF1`RWdnedGUFKi~Fi8Iq{e?JL01PVsi?}!d3`YM(TmS}>|3z$^AIRS3<Bb1*k}xqc
z0vJsH0hs^{z<)qy0E5{-;0KfWKOh@`!SWyQBf8B$;0Lwszai5H(LZ>ZK8Wo90Y6UU
z^bhzE+4&!k9l+r75BPCJ*MGndUblb14_^0wL*@@6&%fY*_Dk{4ZT8o4GXA@P|8vd%
zg;iXf?5%+smZl$XasM!pGjef%vh>hl{Mam}5BbN}zkbvE4+64(Ukd;578bVm@TOyB
z;{ebxbA7a&^<&hSn3y?y|HIeh?;H28t^Sy_f8jsZ9RLXQ0GhzAEZUp!gjl7wgjM*7
z6-`${ka5wURb%pNN+*J^WKDPBVv82+5Ca8@1KR?!$&2k}CAszdQUmRON;SzsFl^p7
z+f!<$ZcUX0ca8ky{BRM)gvRpK>D7X=<(2~~dx)uyrSl85%2;Q!I}$qx0BU0=B3xa)
zkFm^??<m)4#JZIo>t7(;OXitc(Vc8iJ(iJix^b7MyFa<SKcdIS7!3%mP|q0_hGC9L
zLpt>LqV0W(DG_*yrrgVa=6*mEqkMGSTva=U(us8LhQkBF_b0`xG?xHSB<sRrx@Qf_
zVWomaOd)<sEOzd34J?$J7NN)sKKa~?GPC@|#d71LC8)X<lrDC*HgJ?~P0F2VE8(S_
z9cJDs(CWbl=gyN#Ee1%){&Fha@Fd4MkxhH&`mp`laHMUkH3s{CwgdgpykZC)l|o=>
zv;j!PUzQ@tGk<Z+v*ehFB+-}QNjX(wPDYL^l@RKa_nXU)o@8vGBn@Oi^a)yEIJW*~
zcsJcf3ilh_OV1(J&Y(rnOW8UC_Zq+6I$sXu$6e>~g<eC2{&St|(@&_2-n=pMO;Z0+
ziB1`)O*BCjEv^)QI1o1Jlw36(Bs7}=oK8fh06gEpYQ?E}9m*MG%E2RqbRu2(kssoi
z=ikUC(zkz#_c%!J)y$SU$+oF!)U7&7$ML?CA^@#jTAb^FpiA;RQ87O%LPkgy78Q|1
zvwzcu!NNApXAwaDn%q9S5VbjhH7+LVTDsy-tdhN|hdgP2VYUA~P?0vq&xVy%Yr&0i
zTP&nBL+hWED@1~(I&8q-=#i+da-kVMiY{D*%qb|`;|=I?_79dt+BUS6kOP}|44uSu
zYgB^{KXD|j5?Rv}Zn2ZUY$yxg0~M^6=@=g)6k9j(b1T5mJWOBlrkC{pb$#f|;$QSl
z5A)Vp+_y!4L3J*M2D~drfx4SLue&Wts`!{Zmz|)x^pm&^9J}ky41D~Pn$lha>wNh@
zemYT8$AWs{^Y!@skNe{i*EGCbm&^N_q|A!<YMQLPB3H5wd%=X@ZO4n4-`narIT^5^
zR7%HwVaolSSqc56n)2*lKLZtfoT4cK&C3~D`OfiwPEcT9pwcpYO+!s3bj`H8+(SKf
zD?w~Fx)ldJIV(V``S^_b)kFoq;6+~bd!09QY|WAF4T!<OF`+3)8k&R)_*~UCC%@nb
zP>UuB0O&nW&*L(Rhf5KTR&vLRFA^0!7%3bvm5_0zvicPRWE>tk`k(zrGKW>E#$lKC
zs!GRy+Blf)<9}4Pfo4af8Y>|obl}4p7KqhqxLy_|8>{yJ<bGynDBW<c6Ff1f#UnUL
zX#;`BNs>V1Ub>Pl9u5R~?~Edml*<PXK(%7y2ph%HwHD-)G|zl!C1#<;9G=A^7u?#l
z8>kl284CvGt1-7k)j;8yNLSJYVd$>Oh*Oe(7(r{;sjwibS{a8u;bctZV?b^mayp8x
zM#TP=y<7KLo8&df&eHTt<4D6YrD##sy8*@lB2qBZYNc9sHRK!T?p$3<yW&7diXG?0
z;mwLe$~i63nIfJ5gbD!FOzB~3%1u#b8AakoFEVm=RJ3Q)I=UcV2`wUl7Lfgp<jWy{
z6=lZ|HLy47e<NVEB?Oi><GCtJ;IHewcX^kq));sme4<<I)|ZC$b@HIFDQ2@?3@&qj
z8>y?>ct<;`=n4bWYBfg%6w<l9Mz#-i)y&MaaD7We{j8UTtWZjZ<kr~}XCrr=(Z(=X
z%PEl#FFJA8`?+-5fl+J#8C|I)fr<QoHK1FHox+2b^c<}yzRvO<bv;_v)1kPJ+X;RR
zt>S$r4+J{L9mnRIx)hF4tZp5az(bX`y^kAy|FqM@r>5M>tg-;SHKB5iJ~ax4)OSIF
zS>dOFh;K@Tp+s_>V>5}EBYwvD)91NT;r)YG*<ZI@A45++8wVKk*tAuZue4%+_7RmD
zJOaiqW72rg`Eis}JJpML4H7&kpE`|1Ya>h<qWtcUevuXudCIsB*IP@=OtbDjII5Y?
zcAq()@dQJ+%hlom&Rp%W4_1!Xp|m|xA#-@EZ+QFPR^`Fq4XxOHsYuv*%}k)<q|x4i
z&p6WhHZgBr_Vlbo)J`n6ww0}a%#CL(Zrv$XnAv_e0U?W0lzHMHcco719`S;9uS{9b
z?0}^F*N7`^+*-Hq7cZXuj3Tl@y0|P%TLpG3G!{5wuv8j}Ha|KMd4-JyJE_m=lF;2>
zW-}Z1PrQC+dRdbkT<yX8*KO*?td*F`OnxChcNd6y%Vu^$Ony5;8r3X+E>o^(Y#HPU
zX8*0cUOZzHvMoS7@*N-XZa@V8Vyt4~K&$^?VrooarRr{}r>C^1DDT2W?zHLqol2a)
z#->?C3^9ql>0xw7-!rAJi{{J2H%5GMmK8?R71sp2X-K~sD_v|_cZ22dSgtF>uLuhI
zaaM`0UpoYGeatq2DeQuOI)q_KKaa+yIId?N*HWAv2*0M_xS^{)2F{`u+%g+E-RsQH
zUybq3FV?D+3`JdA4TB)^Cb7eyUxkX?MGHHdC$rapO2IrzV~cSm<SM89c#hlL-4k^Q
zXclgua@E}JCJuZQvKmk6+;cct^Lq>$6-qg!206s{>*dRmyBt1$@VEa)zH#Dwn*F&B
zk5>dhdxJCs#phI+!$_2YViYI<SCrjj@`Ug^Q(RF-Z;6UV))`)Pyjh6Y&{{o~uCg);
ziWuf%V=%-1jncwi*wWr|hH;l7mTA$NUtLN$muSy7AfNs)k#nK_b)E-04m6p9yI=C>
zhRYtS{u-H?s)-1HmkNxH4}700%y595Wq}B@mu7T~4&Gw2s}HwM*iIo#k0QDAd#J%)
zHZI>}qvn2sn2R4gc4day0}g2Sjnvaus%!qRk#6G`m=iq~49LguOewui?$EiGl*`P0
z&WVU(Uey~IozO^uVVAuT)_Lm0NM~n}>TTu)*Cu+}%*i`{coG{!38_SESN(0D={#U|
zS<obJ6Yn&FA{J4S>8+murE_xkHZe&=(;zM;4&`usFM5dG@}#4!$g4u`<Xy<#4bRNX
zEm7}Vnn~JDjz|nIK}641v})bF$I3C+^n9v?xS=ZkL$`D#1^#B=?}gU{U9De-T?E^^
zOWI=<GRg^m2U{YbH357iNqzIr^%?^?5%KNdDs?BADQuHS$5!RBkNb&G!wF}fPxQG;
zJi8Bmda0IReM%{RCHexs0@=D3D>WVK`R??Bm~@MKQTMBlr2f{*&H0n7KW;N%+=cI~
zXA!j5qY<9z5^``6ut$TgPChXko{%q}K!X88aZK=k91YLj*eF)VP6eCJv+C-sRo}Z}
zgnI3tExYd9Pp4dK#cqtGuou40rCeemTd6hV!}7cFr&rrsei&|dk&r9kIrXh2SF2K|
zclT<nr`6-qHW1~6xDur}vdxRv3J{l5--zTjuw~>zrQ4MC-Hup>St9Ndy@{gZLVxxF
z!w4ULJ!AGo_%rJkxk<9l2ws_NwbYyuCc6TV=u{<YC(f9S*jJY;X{kIe6yKadD?D=M
z0xt6^k=ZiPM5Id({`&!{`wsW+oOTlATD+FlM8|RS#>@P5;&vxauICZe&lb63JVxu7
z*<f7Fi3xVIr!-a1hLQ*EC)Ml=3YvtTxop*cWiw`I_cHT05QHd}uv0V;H*}2IJMJ)>
z)cMkoIGWaU1S~U8?gsQw=Z$)QeTrhZ9*{J-Mlz-tIL@u@HYkoZ(&1_nj<|v?*B<pc
zi5r6yo>yp#=g}9rW2pBDb_3oO5)H(1i+cH=gBpihqgwklM}kz$A)}S+rL79AL*_7l
zI^N5H9(HkuHB#aJS<U?{X$>H?L+%MV)ILvB@^o8YOoE$`KkYi}qH;c4D8s6EZZ4?q
zyMBsIml;~`7x&@3@7<iCFEwO&wury&+g7Y|{$z;<PFAK<$DY8OcC`idt*RKVz?#tk
z!E$0<$aak3R9zA}>!d|<#5lN4i$h<3Q$r$6_|hEIq|8poy`_yvO=!2+<5x2OSE`de
z(U9$s?oHQ(_+(t%Ev@tb7*K`<%9RGR+v1;Z2;7vM4WT9wfe3K<&YL^|+DyOO6ES6D
zN2q=%K3}Wqx>jRnbqp;;tq%Y8wFtgdteWx65A`fyue4Wafsq3F+^c{qB{PSAt#_nM
zQs&phH*foCTd{1B_md=Sq(@LXK7kPJulbOxPoQoIVB<b$mOJ~hkWJ8UJBhKcVX;G!
z2;E_v?3NO@&3rWIuZm5Rw_LGwG>3;p$N~_#OEiJfF)XwZyTPQLv-9Be%qsL=FEnp=
zY2Qd2DblhW#qzVIYU{1sD2;`Gw9vb;#O$IjmZoHxUd#CJ*Ev{Q=mm~_E`{RXaYd<0
zOlfX^;cU`(<Ol<Asb(|h1A%*b-yNID;g-2`iDzUvD)Xw}eTE4h!w~dJQb*PVu9w(y
zBM7}-rZzo>Rurohv@v((CCIV3kij;l$_mZnOu1~%4%;oEcj75gHITo5KTGZ_*EI}u
ziBW1izjCR1svh9jd4{V!qm2*~IwQ&M^o%Cna1F**KsE`yr6bNN=jcN_NZ<k|%hyPt
z9Y|p<005cbFQ@LBMyASKXLjG4^ChsJ3|A(|K2b8!?<qKV^0;2+PBW}m*^PGH>oQ|u
zBgk}@dkAPEq>tx$!Op>dmXZdTSZnD{KuXu(Iv{h}dczO~JmTHQcIJk$u1nruYB};i
zf97!N*$I`=Ak4~8gSwRN!tuYMZFNXtr`z*`)~-Cef?wgh{2FB9k?fe^n+KYP<b&{u
zcM_6GbsO@GuXhD&9KI%Jodt9n-;r}Qg85}5(2BYVTWR5u3#4U#gYpJJeP)v}Mk>i`
zTNb`Z3wL?tbNZLu)P2f?h<FFk9ercHA$QVZmNf$wr?y)kak;A;%j(812(z7QjfjUU
z<`I<Lis~F+q>v4@M5}8DmQ!cTLqzUUOFI^~%-Ti=1HjaTnOA+vwg=I<%2lWD)psD;
zvsM^2xo0aLP4SC=hhA=?V9hLROgU%cmr;vCT5ToPG05*Y#XP4*^!9`6cf=PW0WG(#
zS?c^Rgm|d!jOL9LhM1703&VrgDdS`H6Qw=7J%v@HQa4>CgxWUUak&`RXDSriB*=ZS
zoJp=rpB4%lj^#Z=rjfuh3^9wRs$v6ZD3ASk2w;4^GO2KX#D*%uH4AC}lA{TMN--U+
zCWubH?Nhzcpo0}3FVFFo98l60FM4^G870D1`AXUP3_mD9L5sl*F+|4`E7O}uXOB6o
zEe}rE{;N4Xju9h9QOw^*o0&>hZBBXdHXYW)M0~rj6c$02cOCBf_;VmoNHs&t<r}9Q
zs(MaFV%#o&0Xh#0p2*1)-sBZS5-IFb)GYaV1gDL#>pop+Liu(zMLnw{KBp<`3hpn5
zpR}U0?huLkaJhF(6Q8`w4cl#s@i0Rr`|$a9d9hxeT(eSMy+-ttUo6f%>wF`bOWwm~
z%22|Kku==u(s6NUoP4_}u`Pq5i=@@-F!OYuN5r6i4pzMIHvFBbdy8840k8T!m%)o^
zeNPl^mf#Xz#DhH5;sxfH3TojSdkV~)sz@4<*-ZF~L_3hB95&F1X-!9xsm9(OVR!D%
z1CRxqQd#VAzG@v4%wd_8{NlPo{ds|=R4IYIobNd(a;}GMDGN|S$i1Hn4O&)u8tUqK
zN9+)PHZSrI$$$6L>5>S2E=_b)GgB&7gYq?PrZu>2167<uUE2y?t?6Kh(_q!R5_QI(
zWuZax*AE%8y7#Ds=DHP~I;v)1xV3F)SC;4wGP=ni$e0|&CYFP$!(V6Xb#SRZQEh=(
zr6#e4Fon2+k$xuP*k^j6>Y_d$c4-=BZOS8mmlB~md}P(3@e2Ba7qf^Gk=2}xwt1_&
z32lm|1EA~m42D7h@9A&I|Kz8-#k-lYdyLFH=osqg;+7WLZDaiNn0;-oEk$iK`;Fn~
zoE*SS!^X>-AK&z%g5aJJiV-*+Nd0av8}*hid@ECAgbPK*L7GTN@!2H7$s#$+!M)0V
zgbrke#dECHC-WOjp5?G-EbWF?I1ZzHr~Uli%sYpd_M8t!DHiY8SKU{JMbkp0m#Ufe
zirKBp&k+sP#r@1zzZ89<`1*Q0aKo62e0%Q@zgsQIO~`lQ4RyE7ucNEZ8#P$qRAX8S
z+|%WORdMgwjLqkpI$LYYS?=-K9to9y8pS#QppyNVPrO^P%UD4x5R{By?trymSwd_0
z1eOyP6CpRu&x(4DMS903lMhoxa%LBs?KB~m41RJ%KFZ4EQ+Du1Fq6{b1I_e-EVNgP
zo_Adl^cW{}Sb#2NO<~@GDD9+`1eRD?3&Q#&Mn(f~1daWR%y5MsjH0q}CG;wP0HN6h
zF4#F?Ys2kC?xJ44mktRe1b3@VO4iphaknpJP<eB_RKuG{57Z)y3gR)&h4O_aJ^`07
zL-5S~5{@<{qkVc}kX4VemguD}J(=adoLP-oVb%tT<&E@ljPW%>%<wh@utg4w6uiX~
z5}UATSbFhGU)nH?Y5gbQBVLeyGEU3&Ih_NMm`Dmhw(UNp9uH8n%^%H{4V$9mOS_Ge
zA-fmhAjERxVSbHsvSyGF49?5Hg<n;|Nz?e8xm11!U|KP+@Sx>GHrz3|T+L!yJTljv
z*i!~$JhNm+C$!!{cen9sFy__d5aNpwAG6L}MnqrUrp2GKk#G6z35M8zxi8QD6?;|^
zx5u~q0+^pu&OcizSV)5#Jy+Sbcu1{TlFM{t3dCD~JFLTomaj@V!PSacrxD9?q^zIx
z<Q8)7gceVnFrYL*AqG4!LMFf-?xp<3dMagG-3x&Ba^V=W=K^iHicJ&`^;=xtl~Lf~
z9A6usk79D13%zcMqLZk9_qzG)$*RFW&nmK`qI3w@<t-Qgwy2?MRwUn=qQ-XpI1o;?
z7dBEWioX^5i>ctZ7s&2!7w|Ko@i5<o48)n0p0yI8ZA9JeXOSa7r8+{T(7M4@D^<i-
z=iq)M+jQ$jSGffGebef6N@VP}QV&wPIfn=o9-b@R(8QzxV^+g|s*1<#Her7<x`e70
zTSwIs?b|QFEmMqgYBR!Ib64edoSfeZ)SvZhFIF)}Ldg);M972?seE%9CIjL)5rj@p
zLVw#egQJ;|y-~<o{eW!79J`WL1%VrAZ3+id8^;9Ji^Z+8*wj<qtz(uss?lBJ_A@fx
z)C3wIo*!8MR81Rye}R9NHy_Ko%lA~FZ3K}>Fgd>w#^zA1h5Mq&A}C#9uf~kpXKAh)
z2U2y%I?stH)AcDhp7^sU@-<`l3yE}A)cZyl$UbgP6TW0nQBD&wvUgXHjDbMR%>Zm1
zDECFe{ays*=6GPT7Pzn0>65^(Hkypltmbkf1qa;LlTSx~>G2-Xqn7i;3HP)QDk~+F
z-z&())3w!ijCT7iIVQi1NYyFpwv1+qrqRQw5_Wolq}t+)`o@r`t31B0p{s!`d8L>4
za*;!RLQ0YDQ0237=Mb(;{m!r08<5EySYX8ao&mu~@K|G~u+|ht*N|#X+w;)p0Xs7}
z!$vBZaTk?;fd-9$fVM?vL9pcyRi}o;8{gA~bxv_w7PeV5Gr_*LkAjHLKJX}gCa1n{
zl@F<I;y$~{)Q6DpuD7O`A4`b}t2en~9R2CcUV?;ff6Td@7dL1D>Nb}s9xw#zD2d`T
z55))11O6q?{b$edK7_k%Lg7qlv{GLir}}Y{PqOWQtztQ}oxroMjCzx<q#1)X1q~W0
zKy;`cRqy43bHt&6#!l&!L!J3MdI<Pzn#7BMNany961b~A(WIvUzo*dn>CC2$rPmNS
z?2>Oi#4=mG+#sbQLJz%JDRrNYOfXFHv$H4s)u+ME?AI%sy$k|l^3o!bzUPcwl~ZZ$
z0c~i1&94Z3B2(l>tn<esr6si(@`Q&7q8ZjBXuoEC6WzY`-CPYMcisoy^2bOd{PZNL
z2ItzJucK_ph(-?ijNBB$MLg&ClUxXIIm#N)QqQhyk7rrQSjeu)W`60%GlRuMoCGNJ
z=_V<HaCT&Y6BJUnxhplh&O1RXo_41s)v3*Yt33Y>Qhy1Iohe=$0DeocF#XbZs*<)9
zyP0X9%M(RU(M?ayi95TNb0PuN9J;rjbToiRU{7)IDod<=FQ9nto@tnM<hZ)`FwIWT
zm|r=8Wl|vF_8V>^$A(5N{jg-^bGQ1pZ}(Nkj6_fE?rXnL4u8GcWb<cu#NX94U9H`J
z(OAZ+<e=bl|2SLmQ<P5UVCQO`qm}l?3e(H>MH*Rszt)Uo*E4i%`hwyTcOt}m>zvt7
zic@67H=B4jGvnYI_RTRCd*v{^&-@}Z{(EV3cCe&VE1jIw?pp9xh46W&Sb<l1A%Mt>
z%*}vkxZYY}i{nMs#&5-YMhDA8n6^HD@bDt#GG*l&#?I~Po8~Pvs;I0zl3Ybn$%94J
zragJFO~<0TL{#9j$r)rwn@{tqX23Toh;q6rrMyWNknp9zhpbw&FbF~m^~E<W;PkK?
zY?}JEpamW711??i-myS`05w3$zi_*9%rxPV1(VTWV3goHOEPs74_1&QF)!Zta<e+P
ze?jI`wYj&I$rn*dc;G#cR%1xReo{T*JKH>qu?9HFWtbJFmHV-l%UolS<8;fe3T&(G
z4AZrQEO5j9h@2<QT_|ZX83o)0$0kFJB_06_8|(~xL`A;fR&D-?#g=|8+g7q}wr-d{
zl?&|U3w+qCuPT}L;H1(KTPUK@jLKtBe~Z7j`)G0+2k(!A-i96BIQ{-Zn_Ni!+Lc!v
zKG4}&C(vRuuje5=T_i}-lqC)^jg+%nK9*|b(&+DcQo_y6*#2s!v8NcGhaq*Nv0fFg
ztXgFSKj-4!Q=@+R#b+LATlEngDG!!EG<Yvuv{5#6fPJbx5jjE7x6!hTA4L&me^VYx
zB**G^`N11MsU)rLvz7ng`~0odZ$`845}J<nYz?FxVj)7kBKu^=uzc!M>GhI;mG%P!
z^LAvUrka5=_GtnC-VGn{@Q~7+<t33ug>bYXUpCHH3ujwOTINc^{1=CS6~e7$-4OKj
z=bG!n7!(ypp`4%~mUN1IaE2w<f5V4hqV6KlvTtK1HhT6k5vw!XP?hB?JHt&Ol!@ci
zPMe5X>AurEHc2he{T}U87XB6vjb&-)Rj&4S{(9?WzqvI~-_k}-%Vfs{(W0h*V92aw
zpNc?ejAKX7E9?LZ*Qv2gjjuCfTss^xMAKn~JDTKo3JDu<q?~U69s^dVe}M{+CI;C$
z2R=R<ybBae{){Hjw$bL|f&O#2<i3kR;nAfNGi~#|Qz0sxRszDw=eeZBTv%P>ku-ei
z<3kvS#{QZNW&xkgj{7IzL={h%MBxkRdV>_xrf|Bs<<I6?aebHObGzzfjUfV}h~<w|
zYUEWD49G?w&aV`YiBQM8e*?7*M^W;6{5YxuALq}ELKpP2_!Sw9U`bSykXQuar1I2?
z&T3|0`!0QR1M=4GDe^B%oBg_Xvef-{#2H%&$o8?m!wpGBA~SYu&wbtEL1ji@XXQL^
zmm_P_VR(Y<*=q{3nE+NYgC!b}XM2+n>SYreZTZx*5`DWh6sLiWf7Dve?9&(Kh0eSE
zp(x^&W*CF~o2|YLfMsT`h^Xm7q<-$s!K!7JiAtHRAG?^*WZ%XCel|5*x+|JiZZ<t~
zDg!s5qINem-M>_*$oE4UZ9pbv|LhW5GK-@`=<I!nkZ<mlzB{DF>9!I@)B*}McvM;3
z-x-e<=Q7m;HTV$5f8!TxqV?BF6tqPd4s9(09a}6feqm)jYJSzd3Q=8(=il2qUKEn0
z^`Ds#U-TIR3}u)OWn?YHb`RPPK<>W(hL>W*ZnG1K{84Jo7KM+1bzlPYc4Y}mJiZi{
z`{D0Y>sIP{BI=#8rrY2&y{}7)7WFVT8p7odU)4{>hMfKyf091e8J7>P0nd|$QN3D6
z`zUSu28Fhk9n;-6BmNyB>sn{I<NK}hT&-@sC`>(XJxQaY)y?n91r7d>r^+Db^80WI
z%tln>G%HL~vmh8@R*CXOWwj?vL~ZB0SfLq1{`DtR%>+=?k{5ru2Ei6e$x|bCak7-#
zu858rzAl$3e_H=uc(<qGQ&#7M4a7t5H))dxQtmBysPFw&b05!ZX1S3sKVol|SPy6k
z_~~idoYB3u$I0{|P7NtdHZhkDZs|0?aDv7ky$|H~ASH7laV4QI6UzB>*o5CRimlCz
zwvTu1O{4huCSkFt8fC6rjF_KFvsxQcr_XJ!k-Uq+e}p4|$W2|f(nS@h(kARmh4DxJ
z_COalsRO+{Lu+b}C1){(<Uy3;ctq991cQrPSeMjkV-?l3uhpn+H+~9Dgsr7Jt2o<?
zxB!1Mu@Y%%G^$+6>DzbY(>I4kpcI*xW((c+Fw!}Zu!$f>Y}PkK!pj$|+uGVW?9a9(
zKuQkke<`2SDdIW9Ph4SsD=$kJz}~Q*qCht^0ThnwZedW}iC_h-U3y%c4ai|s|MIRB
zwLq)+BnSGS+tF5S0^?;!Ha?3Q-8*!UNH_KP4t07&RQV30<-J*aNZ{Nj<ep?o=Kloy
z1Thdot0FCgkvs$IIC~L2ZfeiPK}uwxVsM<8e*_tJuOS=PDlbVqNqTO|d5tU}e{wb#
zU5`s^FQ&2fCBQT=0uRa~mHq1knSCEaO|w4l8bImHgv*?b))iSBmDrVFtCK(4DK#ip
z?CZkB9l!8_jUJdAT~5Yo2aY$JW2tN}HHs=&;c>W<qq5TcROa%UL_8n-b*e)68t~Rc
ze-4gXtPIz53A6`)Ngg}T3x?VIG^poCXFMK$sNfT%zT9Cf3~y>ha@;lhExHdGlC6J;
zR(1L^z{qmlw@vQUwu~|9nh^XqHb`!VX0PaIE5hdkmH~6e9Y!p+!bp#1G@W=#Sn6Y6
zyZ5qQUG16DL6JH0qZ7POej4v_z7c|De_mCnTVO8EkUGZ4H}1N%tIJjL2l)OvDu6Y4
z8-IsZo2D?4SW;gQjWfv&oX<s|Bzni>vs4crZKdrPr9qZ;8D}vPpbz<GuyawJSw|=b
zKlu5cyK^`krV2O**TQ?aEG3?gENR@2OK%odncE;K4Y>{#g%=X8<>HU;5ZKP_fA7xA
zLl&io)(;~G&RA$d(Unl=EF{z56^BY9wgh;7iZPHNtaGe)nzmhLw0i=qO@9Z>rub98
z(<8lSD1b8jq~jB2fUA;C%or>%8FQ#hHF!?&H~^87%$8cO)8E5Jr_|r<kEWn?MEi;o
zKT{ZZSz|;<zaGbsc4{V<I+GeJe@v};U~ziCqU;XBXOAyly0L)EYm6OZwlqV#dv3^g
zgMQT@4aDEuc-D?L_1V0YA2mo0cWOUatN`f{1-C$rP+++1oJ+^JqL&@o>S$#>j6|J-
zWc5LqIPJwSfo?jMs@JW)p|Sv~&_kpTw+bQpiHg;I8j2`t9O`Gg*av_}fABXSY5%@X
zdpgG4o!NomY~gZ6dJMc9iBR^YUt|Z_h;0hp;+!%{sROfXgaKD#!lwtrIQ+?3vEI~Q
zgB+358j6|O`${>@aL*aagch3dq9uo{987Pk!b{~4cMyoNkg3Rd0G61A95Y2(v(lhR
zdq0R34zh2H@pbs3qx;*-e+7RNxN0Qr9@XGkxrvS!Smi2=YvBeNQa1*=;O(~wF@^6w
zwu0DN^<~>@6e;r+MT~<xn2!rSl<;}f2zscjJ8M~(-MH~$(<YR)Z(!6xs5(Av#Av){
zyn8fWsStQS&m-s><xvgAj~QI1^)Mtf4K*-qXS1aHtfyQPIEh22e;k~y9p%#{WN=k$
zcr-h(J=r=3eaF*h=)!E*8jhDtRW$7-g)s|bbOtF}afgr1StY-JzqCHqdHmi)U+U<>
z8gNi-a00GQr3uCZ3mw7@;9Mb;h^Z1G@x2303s-xv(~H*nPJYe}rCgdZPoWp+q@RYb
zcoj6zvS4r`ceZyDfALym4qHaB<oiC?(ZIp6Sj!>p^o%Q*K^)(**hCn=kBnJNs3wGq
zu$FZYH>#(sZlc}0ho1?8R^2CJ`_1cl{mt#*ttpa-yIH{;E(C%;<u&|LQlv{>dgHk+
zW)z}0f$Q_BjXJ-p%vK6<cv?{T^sLlGM<bfpt-&NIafq0qe=WE<dZOC}hRpgRcu`S_
zTcX5cLcNGzHpeV_V5jg_KI^w5IHUMdrMGsBrLfhtffc;%7V+gOMdvS`7YN%Bf|k+f
zv7=$80Lkl4xv5`2d&OfZHh)Sz^!0}neg6`qE>Qk(Ur>lFsGF_3E(hBtGGz6A#J2!;
zD(IWEv{Z<nfB#N3kcl=?y%E+>UCMus4c`aJo)X=#%q--S8I(j{aS+5tfOpqZL>}MO
zO+|A+aAW}#c+hEakXAvCEco#w+(ewdVV6Dn#VKiOkL{L^Bjk5`{`>O$T)Tsi2ld%L
zz5TVC)k97LLD2~CAF2edSV0cT8+=Qn<scnWM$SXDf4=3x!(i(%{a_}SaoUrk=RSyr
zc`^PqfvmeD3P-SIkfbeVi*z+Gim1q-YzVM?*CAn0CZ6hLl`={76~LY%T!J59y41!N
zDkDg`UlB#i=`~$_?JQ;~;MDq^NfL=!SGg{DqnWXG$N@xHQ$2h;-`Aeu8g#yL_Ohml
zbaln7f1Q1$UHr{C;R-!{vSjaEx8zYA%w1gb=x8c5xYD61>6LpoWh)O~l*I=up9KG@
z$xIb&i?BS(1^<eELHvtFrk!ZCzX?%!c2(Bhx@p+H0QgCrsXD3CF?c_Secm(k3#4r<
zMWH74t-SItL%^@G67`z^>CuW%$6dM2YAz$ze+QI`Rtngm(%%zIc&Z}LfGNsoRLX%-
zBb0@tTWp1@HmM?Wt5_^O(ZkQI4~Zr1P=+bZtz?cuC8$iuDLc6a-43;H6J>;^d5r^#
zy$>+U1j2qi*Ye@5kN8ko$QIWc&lDl!@n$CEsm;R+$_32|)GTVF*0vk({InH;yP4j-
ze=Sv+7_6@&{0jb@ca-iP8{B$r2NG(b8)d(dPUM4-&6E6w%vDScBH(5?yE<0CX#S{K
zPR>4Lw<TaEcgfBp*&C>p$;$-i7n|_8KcNtBB1Pz<W;2B%RCW>h_3g|`xP$v!L+qYN
zu<Lm(Kb!fY{eHRQ!;MSj>04&k)*O9{f5b}oPhn1QF&P+{oO$xPoRvWpr|r^qSgVkj
z3j#`Z2hv+1UWBKb#N)xD$jGh|Lyde>_Th(M5?}M%gB38saOolMQ~8i^(1fE#=!A$u
zERzcF0Kq$<ce-DPH3XTAiVaI&6O7d}R2nwDuiO|x*=#GNso~C>i;$>P4MEK5f93-Q
zxFnz7CkKx?<n`!Uxxox`{1Z(xVV}xvz|WcZ$KDM`1t9uu0*a!ESB-h|pEn2-ZO3|^
zM<tuHb^L__snK}?=(v<xRzR)w(&rc{dT1NJHW_MzEb5<DpqF6u_`AFlbqffpKRwl9
z@BFT*xdF=miikzg!D9&FLKiKSe^XhlN3I0Z{bd};h4DqI7Tlxb9L5`AJd@x2s;?e>
zr$tAryfU+YHUoV222C~t>(*fQ^0b{y>`n_@WH)cQTU{z8cAyGlYi1wmE<7adUL-2|
z_e4+Eyk99ywa$6C@X-AjWIH1+ankwNbRJTLayoO6C|ViO=UGYFeBnUUfAb_=wY~Z+
zM4by6s{PeK_j&t^oVrj*--Gj~6Ib(Dy9UAJt~u!@mI=LRg2=UJ8Xu_ht#P2vH(g2x
zZ4|M>ADda`WPVC-faYoRfBg%)*)it61;K+)JwaQ~JtaXFzFnWXoDJ(uMZC*xw6hoN
z`@F51%9n1OS5g;N%6F*pe{){L7;!0kdXW0d9ev{z^s~0Y9?d(m{uWm4{3Qcao?OiW
zxd<4?`&3;6lhg^H;KyVf&rHya`q&cmJb}eYcY;8*Y4Pdd&ZAZ@{z5GRAnsm3P$Z(!
zzKxdr;<X!OF3NfK>88lHJO)mG!Af2d_a)C&LWF}Cm_%5#22R5zf8B#zLq$A^mZg3{
zc>V*6_=TmAY(+AtUEdld?in6+TK%75Ra^<07>k2PEwFtX;&9%5hBM)mwi1>F5ofC0
zH0tP}@WAn+j#yyU-H-5;l0|Xu%Tm9~_y(xzdbAX;FsrCZlg`lHm<iC#kj?%J)*D3k
z--B4vCxy-h-fdPDe}*;NW~@wxENtZ)QY(3G*-M;C%qr&Ay-R39=<RTlZn#~Z95hEn
zts126ED=+(^16Fd+X(~lRvj+tbs?HKt~21ed75;;*2T0JH-NXkEVrsmwp;8|Q+T!f
z3;LH_IbXaTb)#&HVR8?Werd$i2odYFP?Rnr-J@L+dwxX{e>H@=XV*lULT@lLJNm6-
z{hc$<EA;iWZ!zJUdo#(ZZkqiPF)pruQIq?(l~Is7Wn^P&$s>er)|y)UNHDZYr5*WF
zM~^cbAP;gZMk>}!fX>%ApLMS^dCI%si%0NNORcYSMd@ZL#q>zUhD>cUgy%Dey$o*y
zIm>+8J`F*(fA<;~J;#}X-8`zAE~F(FDKCxsJlaH8=>E`{ortuYIZH5m7Q|}I2~zA3
zSTvibbmL1yt-|ZPkE0_?yR(7EgS6eBE%TUJgOQgu#*j$!AMI$-kn2NCTw2Pnp2g(z
zn_7cHV}-lQ_PY#hgqHf8rpjfuBpj<6P}#1nrmQodf0P84Yr#!QxYFv5HQ`k_&rrQ{
z6A>43wd#Hrz<Fyz(WEIaAM3uo^rHwhB#gp8At>PMTW1f5zh<Qo<S)t%6g_R{lfkZN
z9WiD+<ljUyE(=ybr3Bm{wupM(MY;~pAosNQp&LlodoNxyD?70741KfBtK11Bkjepz
zRaFZqe|J!cqdqQ*QTB8$mZ;a1qr5*V`0RsuonH+m++_{lHFaQCV#%ADMrSpY&r~v(
z$TlA92Ke2zo=F_Mp>jK8K$LVGELDLd&oB5$Dmf28-=ZOVXPr*aHsI#BZI=_CC3Md1
zoV~*$;9&?`Fp$QkB(d%?xvkMkbF@?cQV8F6f3r-pipb2}uk~7V5A(p75+z&7*PPXb
zd-t0>|ES_OKrMVoKFhLIZ;bWrTj2g{gm|$ER5h>Fz>&t#!kB332F+(BEEpT{8BCwS
zHfbVInu_&o6fl?l(Na{RF$y&F@$>lK0!5uXV@&ydZ**BP*XZk^ttNx2N1wcD%RwW#
zf1>A3u`<STeCTDTHFd{B-{QBr;Syp#NlDxBbu;LbigO6pN054zC4ydbhm(C?&Kq;H
zuX3n*nzfHSz=DLUuNy9H7&&3MxOxO(lx4UmV|-f}ZU35^aj1p089N8x@dFh)#G%)s
zXsbZv$DA|Dlcn}M`sC~AEf-q2+u>T(e;~S2=9X=PPlin^;`w9Deg{qi+t1H%g&fR#
zltK-?HVXFK2hSYPeXuf{EL<0&H{7n@0j0KQyIt1o5=yG06J!NGE^n1olmX-@UqOSd
zA>O~o26LPQrT#80`h4yor73sjI9pS&au}yNYv#3SXpvz{;5jZsMLzRu>Xnn5fAAs7
zl3|)dgI;DiX;n;mQSkDp$rb|db$YT_1|GssxBhJdl7Xjkse%xCaA9btC40VbxQP3-
zZVX~0eg$8P87leAu#)?>=sv3CCn3;3GTz{eN(8Q|F*tLBS#d08ls85u2S*R0l}vC4
zmPhqa_=;rTnlG3MV=7+?x5{I~f4rIga@&yIOjDW3xVVKZ8Fk^|1jyFgI9`2`?VHW_
zkb?6v8KDx~XfDP#kf0;#^89v~2)N9ZQU9kaet(*|CwRX5)}ApiE--su9&U!O(BbqE
zhE?{a2upGdcE6@&{I)PpBcvv}Xvrs(gC6TBl@O>{wga=Iq1E>5Ow;dOf3ACzf0_3V
zM7+HqoJqGl9y8rnbL8WL8m&(Hcqhh^4?8}2v;1nYtUJ<gM34#+(HkHmY}qujfa&x(
zEftA4@2Jz}$IGcN5qLNZ4*TSgA;sZ^Rgrc-dYo<;3uEH9ef}(gr%X`)Lt{Lz`2~5o
zOklD#-gP`xqh=2)5LU9Xe}=!-tn<S2XZBO@f`aQP7uoSFF$SqPHDQJuuDnZ*azg1-
z*RSb(1vO<vTqHc!=qeF1&+#vF;cm$Xn=0Td`S^1znYh^7=c`y`!5R^bH*u(a-qSa`
zDTv>p4zL^dkEvS2B4Hrl8VpV+@r26W+g|D0zZY#cOt2V#X+l+`e=f7?e?C%f&E(H`
zV_HwPL{cO4qcEQ%P=p>=?T8LLc@swtmH63>z9x~2Z-Mlz-#0^RH)i;o4)egx&B?Z~
z=3js5j?Dek3^uWTF>F&w%yaOB%gdxTG%&K#;vpM=lGEy&4dSQd(<e`XP2VL~H|??W
zEvAk?0LN)3kdj7Se?R0uA84?HdL8;f<3(A0R^jQntD2^3jYHM>La=?}NGgA4{^(G`
zc~Qu0tUP?ZSm55o+}R@ORUmDx%m3>2lbZ?}HCKxmqj>XhU`LdJQai9<lfv9wC44ku
zZijT336OAnc(AGx#3Fn%q&jdu>pbEq%UG1F?NQ#~JsXy*f8`#Txw@dPJQdC7RY?>1
zd8#e_h;<p+(-i{cjvU72NJcB^8Qt{4#to<NX9=lu=7Q-69&Tn_e{lfT1~lOE6m(+0
zH)Q|nXjp?<J8WI##i?4>n&a)7TcWubEL{1Jgfh-XNt6X)bmT|&ZU+Y_#uqJ>HX(?h
zw5I+pE9nBDf7Q=0ht;C4h{JNV%ok7T<avvceX#r2n-v5S8g&oG9~bWi$-6Ze*s3g8
zMWs5jvh$w@s3F*TI!y3zJrwH#2iwhsVFNm>2^(PYw|^>jF9mE&N0SSbh!5jgAgq3N
z{)$l<>YkHEZ;#4eN4sqdk{HGRGd?0{T1`AViM_H>e?jej%qlwfw4{dvB%xI31@enj
zmag9xfJfqUF|P|-<goseF_*3Dg549(5fC(QT9Ol#DMq<<Kz5|g!;xDL8`612TxY8~
zbj(HF?ZJa(TocUL$9A#DfhX>Ph?0@J7bv0EeNE;w-DCHO&$^`{Za{fWtnjEaNP!*<
z`CDF?f3!=uS2Jm2Wg~Z}IH$Ey0-vXcJARC^wh*RD19u@oac4BO(iyuH$I}xA`cm1>
z3#P$N^O1$}8QenPeFjzPav5D6CRj?b8D$C;_#9MW(k0C{M_}3)sMYCbchL1Z1Sj&&
z-4(Ac#Y{}B_0Unmskd4w_Leq$;b~bpp|@vXe_h}=eBu1*;*8|S^uv_yi70(yJ*s&X
z8gP2ZOKbw$!V6^bU1Fh8oZ|%r0uJP>_$P)$hGpUw$CSX{Q=}uQoutJles5ridv0{S
zr-NnVme&A&c7&KS);W^R<GVH$RHk2ZP+lQf)Ht^*V#?IQz--kb+p7N?*4I*G5)yj@
zf0hH@M2rVWQbsn`NV#8q7iIK=`C4BQmtgd^=>VDUW;&M+hql>8e&<4R_QkMgc~N{C
zIcM%1k1OM$tnq6o0lL1#iX;+<W~VaC#{*~;N|TsAGov{Q=Cm9W=d^}<B$USew)p2l
zS`I|c*V`(gD=SS-dpoX;kuq{M{z>Z0e^LD`2QT2CchzO*!7eKgo?G-5dcG>Jbb2qo
zvu0jFcVMSn%col0UM=kL8E|jwgKB#I^72l6g#-vm8V1vuwzPvkaE!5ll{h9BxRmKG
zcRI__!GLS59Pd~?mbGh@Z<f;t)bYi9Nk2tyNVtZKdM!gi#-9|>!CDkM?}Fpte|hv-
z^{Z%*9u#VX8bP+h20UJc$jzR~>S|V2Dk%_mG1zwqEkj_Dxgn3{LHCu6#r{?*-<Tc&
zjnyF|xS?jwG8U2?vIqS!Hee>yK4~<f34_!9i?XWEJVHnJ%t$WGgOJ0a3tyv3PCATJ
z0oPY5^+z4Q+Aj|CFLMQT-s5Dwf0G5s+a!h0C_X~pdWApV<{kZrtmyJLQG}0j*1N$h
z4V6_YqrU+U=w`gjrtjeKc`DD@Ml<df<GzEGeBV?2Il+LmcexmzzAKMDdN}+|2udy>
z$ePytd%C(*FAO|xllzbs{lk2@F*=P`q(N?rzmO&!e4vY=C`?kfMjttNe?qlkU$x^8
z*LShHZ$K_7Y9)0Cmn0%+d_32i9D&VgT5pw<eYThctV*j2s94Nlfsn4PfkMzL9epjt
zLuHqR(oCG)&vV=&o|?9T=`Xd*XF{5{B|Cz(izPx?>=V0oGtOToY9us5SOoxkyL}V8
z@y&;+upG=*Fau0j5Y=p8f5UGE-X|kmOF?N+3z{>6ezwy)WVAvNYORLajbR+;P`f%0
zPtp`@viSO*jQHX&d&l924#j0kG|Fzfc7sr~wnKSZe#Qw^crwVCdPjrD$eB{*FNS0I
zq@Ey;%4?k_eXB%2uy!T4drVNlNT)=Bq2L1Fe`sjf73>ZFx)Mhxf5D;9<k0v=*-*+#
z??20r`-UFAOdg4n-KOp|2X*QIQ9>?>XM~?sR?B+j`$N!$j<dFop4TBS5p?85*5YN$
zQYw@NbEiW)9ujpcf%*v43@=fYQd+2Wg{BSr!I6#8$iFOwPC^K06;ymDZD$q<bV$y!
zwYFQ+fX(Pdvq2Lse|Y^9D5kMxm6hBTKZyFp7-)R*3x`t0>CB1`t~4JOZM`EdYTQo#
z7g3@1u2ZL<cxZER&$#ZSsZ2Is6(r<yZGH?tKUj0cpEY4FGI`^2-;tDpf;K_Y=te1U
z-|;$`M>j$^Y7UpTQa!>so1_wTnG}+dbMDFhtkK2RmUUaUe+iDDUp9Dl!Z8>ts>UO9
z+Fok<Zc%IU6(6HG+fID>%ovrdQ0oiM{m9N92b2oZt@vFu#}D4?P%p1ertJrphoq7(
z5JQXR?b&fkC{a`;y!Q08<NDG!qzA*;_oxp|Kt;{E<bhhf?5qsp=IV#wlmq~q;hD<S
z#|KVII^P9)f7v2kB<NP<HzL+|?J$P#!K($^ePH|HkFtjtWNe3l%?R?aOB`-4YZLiZ
z^Yw#-T_L3=YkRwIbC%YoIWNP=<j6{g%ZfVH4(}>4&bss-zNU}KZ9y$4<Z{U9MWvK;
zpqAc3WX<ohV-(*vIt0-Sj3F^1cn~%7b_=$jUUEnHe}1}O$rW0$E^OF=d3^ajQ>gm1
zaz)mlm914#urCS!yrh9>)jXaBHNSm1$u2hyN_<+32?&c#U>=m&kzL4IUmU-kNyj`Q
zOQ+jB#<>ci7&W?jbqIVAyd>6C{nS9&Olbtxx=)21L-wn_=mGjDVMddoPp!kkUyM&$
z_x1q4e`H{X^J&Nf3-&9>Oy3kuT>juY5Ae7tU_X~|le&K|T&+{Ww&KoKW3Xz{dXW-*
zlzrYPHzM3X-gd$zmXP!(t_OAtt5;>2LU~D-MRpj+_v<yYL=l-$8hN!G&1r%-+cdd{
z;vk=CO}_lZWf%FSY3VdlSUap6ovfizrb$jHe?|Knjg)DMNmgpJ;sGCo#Y(_x%2$zS
z=~Jf-_JE0(J&-8hKFd%3T2T$K%Bvl}!E{42Z1=O~KDBdK*eYGr9I={hwE0~a6NUvl
zT5Wi15ZppKEqbSIK1fB6V`*kNAVy^CZ<W7OrnjqX@kY;>8&=?gE*vd-4p6MdF@r$l
ze`GW$sc$@B*(T-OC((Uz5ae2Y(c?`<BLBfTbL2s14*NPac4@sBRVrsu-ix#AJ+Eow
z$s_LxKFdzA^W>&ivdzAG4140uETXuOWPMZFIwejMBR<~u-oW%D<jc_7bs#>qs^Bi7
zXKhi4PHV#E05<$*PrT5AjhU?iId(Fze=#!3F`Y9DH#`*Txla)4LblwSFG*C@%yx_?
zcNR#m$MFOPY}`=ISy140R;WrUy2wm}rkU|BjSO@Hh9csPrkw3^pm%1u&V)r>_Xa+=
ztMBo6P4F8~(KJj{_fmnw6aXpp1(xjsa|FY&B|ZY&4B#-=;<FY=K>Gu5CYP(8e^0|F
zbg;BRw`0^y50$Izm3AZ?dRtn%75yv9a`{^@S_f7mx7qmnXJ~k}?OruPCJHUw(H3?L
zFR1OHv2a$wA=6la_rE_It*6|D6lZP!Kyo}0s;9@_qB}Bye=(qJ4Lvl&N|n!O4Hn5a
zSFb|A*S|}XPza%1V&piUxP<Aqf1*X|=M86G5Et;*!B0PX5+1!^Z56Ipw!ya!r^Z>n
zWmj0oR_eHTJ7khN?2ZAndYVhUnh`NAQsR9&s0fOFXPwN8RV+wloK3@;arO{ih8F(z
zDPDea=bcDN%O?-XXC>`OnqwGMicF7Cgz7D6_#3Iaazlz9orBY4QLMTne~g;hTH_7H
zkWd2`O@-voGhsxlY%<A8Gh~@ZJ;+M4GOYG6?<Xyse5vLR^cE)uF`~n7%3Tc+v?|?4
zF@4HKJ(p2&FT)C&jJZHVp@kUqSG(X1Y&ba_%u02mW;2(uBo-x+y~A-I@51FP5QnaK
zyFk$T0f{eSS6JyBSv&kSfA?~ga%cc~W3V<AUpa3jUq$mxuGU~SE;NS)Lki;zQo8kL
zo#eOksHdG+wfa`jXosIElG%jQru!HZaaCROl5x?E@CT8hcp^u44jAT}hfG4#J-g^W
zVx5)Xl@Cgao9+>P=DBN0yiNFZw0xp0uEl~k8UDR}7TJ4!f_@pFf8Q)#XysAqZK!;-
zC|(f-hYP}WiL{>xanoVitJ`(ooW3t{nMvgc4CqSZDB2#0`C@+)uUnH&jc6!kKm%p#
z>)4scKx;gu)5&^8s5B@_A%|s68yeI%s6GGx+BnDNN*FH6#_HI%ZQHhO+qP}9lN;N%
z&A#c_w%M6?KFoZ2fBwU%eQNDmwNFZSi9!5}&?%-i<bKg|=VKcM%}AJ7*su7rSi(Er
zs>?4>&b9x9K61skrcF~&tr`^>3R1G>^Il@WvBN)%x1UKtkvcEFfjd2#2VKMc5V3ut
zMY4%3QO#H4!cg>z+)HKNU!OqWb|+((nwih1RD<pPFM4;Ge@1ML?Gc9=u#(xq@R;uD
z!!%jlPAaEeyRXr00-QvQ{&s+3AP)Ob5>qHY$@4NnCs2Jd7^4hAMZ}4aq!+xcKNFZ~
zDa@t?<Pe>XGr$q4S|#{2+GZ@SBg}Lz1_8FN4`zL!E0=#TDAcgP(94bf?s9&@eyMpM
z(+2E@r3hy9f4uS#bFz+hIT+LhGumURjMweX9jA|Iae>vik;Xwv!!>rHD7pX0eHA*(
zjJZNN8Eu|86beZdy2z$&1i2LB<r~C(i)maqf_>3o_`9b4NClBI+5<0(j)e8=%tsKX
zsMST#H=XSR1^jd6$OmPLnoQ7$WpJf;mcd;<?7*5ve{hub^fOGQ$evnOzErXgOK%Va
zg%>casfYanph&&6SDS1f58?e%E|fuZ7a}TMAKFsGA;h7|$0r4%(F#2V<V*2{o4D&i
zJw%Ib=qz+L#><fgI^(v{m#mL_+!0@|q+;7Q$b`TZ<Rq8vW^O<R9BACN;dyBAp_0bR
z=!0?ee?Wr#S}0fIB}K9{r?sTVQ^tOKuyfHDWXAE)nJQiqVx|83A8jgv2$52j(s;_d
zOr<g-9HC)FNr#j;rXo{~%lluC=E$aG=2F{Lr^EDGz5iS4ZdELmMtfz^^r;~>tW^&m
zsNEG7t-Dr>`@@8&+0HV_&8I0=m2H*Y$x8Jte}dKQ6J8=x)>LR?_~dUYE3SJp$oPZ2
z8mMgmw|%9QF;Zu|i(I)2VRC!koDyak0gdbLDfX^zd|YP%4;_|>pdlC-4)=ILhnOI>
zM?p`X5pQXTX-low1eR~DR=&k+Z(C;s!2*wm1AY;!;J)R~j881dGY$hfbSw833ZrJ>
zf38(9FYzR}<lRa#9;i}pD;!z70m*H5G0RHLrq}L`!UZL<RvJU$p`P+8Fj7K!d1KYc
z`BwnDCgs(ojF&9e+0@O7@>SrR=;GTOMkXhtrdZ3`?Fq$_swpN7oR6E0xoP<Tr6Ytf
zrXCtNV9j*Kl_ghJsWDzT_o(u16PR8%e<*a>vSVhOsMv(442Ldj%vA5)Wxdq@KxVm0
z@>orV&^<Ywhbok$CXeBsHwNtSJuu97w{pR{l!U<jp*Xs;M6jFs&oqRicN051>?TxX
zDoDKUhP{)dt^DAHW)*3%Uk|;Ckc}DSGpWlEjen8s#}s|Tj34pNMZKOSiF`+ee{2AM
zqE<zkF8Gkb(;E>OGVYT<+ppI^J+uyGkG4^_A>`2Mx=pb<NUn___&M4p`XNkDaD9Yn
zvUABdY*ofws5VRa6IiP%5sKEyi~h>nmD5MJ58D}YOOZjU4he<Cw^z8-lj}r(b(uW?
z`AdL!GQ_Ks@*S#hZ3KvJte90Uf7C;u8fF$tAc-QvxR6?>#yOk$BGcTfEr0=oxDnZo
ze*0Xj`P8WKjZ?c+*k<`6RfQHyTPtMzUbufES^RqlTFnyqIsRt&C`LyOF0!2w<Dhpq
z{uW{5ERp@H!N^gj!fVN(G9UzQ<THzt(`RzTO4mxz(Lx>Q4#bclB!|8ce?#W@#fcDE
z&Ss<tZ>ckbp@Q;58d)m={U^DP4>o>YZP&7e6&%U33|`IUuQt~2UcVc725aYxFpCAs
z=sI<0&{)1r8`k{CzcfoTzz(ZM2J?rZL+%rMXSaiiJXIiwP~$^@(FS{gYO*`plFJVP
z!JW$c|A&8zVPU05e~(`0e*#)Gq<lRx6ByG?AGbPVCbgiJQ7wzh?c-zJr9r@^WBpOt
zq3+pK50!y6nn?OSxD`aC3Tfaa$m)!e`%dr;v9;QCpiX|x&(|9z56xctu=&v8%k@@a
z@dG~I-<mk%LA+M&kl-d*2QyFFJoE?Cc@TX8m+qDYZrfu82d%4{f7eP|6>neMT(*I>
zPTViC^HLCg0eJCNtAT)fQ7}c<y)(7Aq8A5mAomC2q_#@mIk-2G|6-P}tyk!^Sqdq(
zK;R@pA|Hvi3%JN)5Yyh2^)ODCv#<qqn(H~`mu?KM6^B%fi+jzOQmfY0i5zvWATlnc
zSR(=-ASns1&kL0Ke~s2hfoS?@q9mEZ>RV`S%u^OuLQi+ne}NKiO76^gLt%o8M!^_l
zzo$!NZ>x>b+(Tn07J`&(ynK2oIGI?xghnT_boVbrWf}Kh{V{wdc^OX)8JzIQeNlLj
zfV7?}q&;vC^VHK9p2=o^{M}gSd-=wbiWjpaxjP%LJnOd1f8QK(QcmY+&qc@`d;kdY
z+zNDRgdiu8+Igc2NW}%aR$8ah)FWp$3n;7m3yF;NMN{r3TeIVu@1s93zEc?+*=SOS
z*&V*I^IMWp>xso@Nb93N*>2r^8nJ8m5Q$xh(+UZG<?L|aS+DFy2pofB{)Q)56R{>Y
zF>FSRg^Q9<f2_hvKzw}1JGfYl_8BHd?Nj68cG`x;epytjinK%_3!BLH$w32O%?gN(
zhP<o?wC0{bsSE!{fhIcA%JesP17tAk&XB)GB1k#c9dts-ha7{g$_d+FjZ_dQ%|y>V
zb?acfT}xjNwLHii=~pT|xKP;!D)@c5Y06W7!R#Qze^8}_>mxX%*VZJea~2W@<DdM6
zlQlllw#GE9c}KV+JDdTm!Gr~XGt^rT$IKh|Ytu6DV)BSk6|p49mJ1?lJB~YOhUo#-
z#+dNeQG~J%m!fMf1RL1UgcJNS0}a1%%7d!3Q_5}EUHOt|t<pZcB{P*c&1kT|AfiET
zwRyv`f6a2&7|9`yfePK+POz?3mn9w9DU4PtC!4-LXirqfc{D}e%C+O5F);8O$8l5L
z{z;kLw*-?q{HYs--u@(~;|b;8v@q&gE7Vo~%)Af;|KW0g!t+G#hxf9s)K8_h6IX?C
zznjis+N_OOQ#i_wuj9ZZD32SP{ajI_bO}QAf45gIn+~;T@2xR?hT>zjMS(tUv8z#I
zh2?mg(r=TgQ8YRyuX{mfzV5eLs;EpcO5c~1u|THKY7}@=iNvtPXJ{EB^D}wvHcBNY
zD|_`!wB_rIPB)(=P-K<nY9VJ}hjk=Wz>Kg7YZq{;Tm#QP6HEiM0E@^Iz^+RioY`Bz
zf7U{oQB!%`2tqj+B#LcEn9z_8HM4rP$toO-i97`2+G^K6ucTA++f^^TDrk`grP29G
zv~iQr?M*2f(+7hNOp)_1KCa-Ix$&LCrk=z0uXaySs%qiKe&gACUp&<tGwBnv#(-A&
zfEgM>b*1{sgn{mb*I{DK^t0N2Q~}`se^5HkDC>pNe2{8gnqR7QVl7%$*Wbrck_1$Y
zmd3|Em>Kp;U0bZaD7$8>xLDDF-KTE$_>Ar)J5*9pxLEhP`@ZelL%t*7O+vAvyT5W|
z98dUHZ4PEb*enEw--`@WtXE369?=y|DUWE?d+{<WeH{P5?)Gg5x0ThkY7{sNf1w`Q
zDv6?<YS**1?B9Gl)oi$eF_y8zHnp=gG?zSas~^T5efJoSFe@Eju^ahU(^UVj*>%qx
z$h((?*X+KgfJ5%@Aed3xo7{6V7Xp~4LG(h@;FR4v+vDk3$%Q`MmGIrz16B3qxFDSE
zj{)7YI2VH6V3*^JA9AhvKRnG~f4);3Y?iijnpWg3Wgs46RI>geC+n1_p@g{`#`n%<
z7zMN5!!3H#M6dhx_l3CIAYWqL8@VSjcpe6EBl<zQG?^_j{WZO``oR7AhgnpBO}8H)
z9}Jp~wH)Tt%JpRc+EX50rHE2CCO<4k|EL35$*l65hQ>|5n*psls(-tDf8g@|P#ofa
z1l)U;!|tgwx1?I3{f8`2b$GC3H*Yd3?fC2qezb%nt!s8>i+B=ixzM?;(uovr%~<|*
zZ=Oyz+Ia@^bpZSqy74N0&Y#gzGmz<;yTm8A-(tkCg{;oxl!KTVvWRZQ-sRQT@;xUP
z%?Y8-Wy&9w!~(Nknx)K8e=|AV;X|*YQKQDk#ilQ7MFhO#Do$c2!@=Kw`HFqAv$jaN
z4e&89(UxAv$S3m>ZW%a8U7OzsqorpI)PRQoqTtgKn(rp2KaK6hDTBJ0Lk-P=f709i
z<}Ln&jv<v4Ncz29x9RayRYu3Un@~%&<r=dedlRn7e#=Yt_R;U&f49Vbyo|T156Ov1
z=i+;yDDH!Fb|lVXtfbY<%=Z_nF;yZI8rQ!mYwoO=+U_<&HyuGeJz*yNv?6lRm|()=
z5O~@M^_l{(<>l^7uZ$E&auRPTObTnzgk3VV`m}r1mLyI^dxRdNgS?s7VJ%6{aPRr}
zYNF-Zp*U&46sm=9fAu|KJ30aTo=M9*PYJ@xRvs9+I=DloGGz4*ojD4tn+Ot&CpK{L
zr4BB3J4I|h^V#0a_N&R-tmVKgY|^1%$otrkjbFVcv1$GyI#ak3yzz1{(OleDxBluE
z&@bOj`I(!=w1<tm@EDsrN8-R7rH4?YU=`x+p${TcJbaa@e;rJj7<9mgQUPxm3|wpt
zzwwmihM);Pg@FBhKsm*|K)$l1wFhsp&v~;FoF4u02JrQ!&{E)LZC)_lO^$L}nU@q6
zW3or@%bo^vj1&39IZvlnq)(B;Y|ozNA<B#?7a8Qh(6fH5nQ76@nMe^lQ3T6gHVS8h
z-lKFL`D?gvfAgGJpPNHa8;nrN*SsUJR4FH%pF4K#HZ_fg*c5?j$V*+;UR1y4Y|X(v
zfGBiP=J%hgebE!@*Tv}v8?M$5UNRTZOB7kR6PTqh>$b)|5^i{Nif@RXXT|Takza-Z
zT?q1AqbF0&ud5ddVQgc~{`F0xIm`dyk4BI+wuA_Re_1hIK05!p-8k}$ekP-?!E0W<
zluoPd*xfp22NQZaj1}dGWcARH=*3_s6g}Z|1PgHv?RVO16qP9phlh^+qXc+BwVw`5
zGqd%dCeiN7#h8<H`}!4aF;89y!nC#?2&3>A4MUTe4q`oEO<3t2=wrMv{S4Mo3T1}e
z?~9`Ae=Q#k);FKRY}lwO19&*2abN5MhZ1YQ2Fbt?KO@#Ls|$aGoXUkb-?4ubQoVH@
z^&a3M4P@e+==7GKYKetGG7%S)xHQq-_~Sa>Pb#oomYDIIWb&e1B29|NKt^lwr8>>@
ztWp8o-k3!?fDv`TVn(Md(kt9#HkOg_JNZiRe+m{Xr|Nkiuz|Je)a*H>5La3SK^nwE
zaD-g0kPldJop;Qiyj>PS;62fEq{?r!R`a-naYg_fRo9&1Bob8kN_{(^c3p@zJR!3h
zIEcgTa$8heUn!4B1=tR%pI6H_Y}suRpWvivV;-pSQ&@?5tlgmGn#Dc++?#A)Arq4b
zf77TZ&VWDkNj*r5A)e@Jv|)1NX1+=eC&vhQw%i|hxCnbu{fa-QLaXxCIW?Hz<s;&R
zMQqG*Z&|X2hKyM)=aB@%Qvds0Ip6%3`JgA;`JkhdRqZ!tg(-@|GWAksU}ffDW~z<H
zZah|;x`jJJ=Y07LtTP-;2?^?n6Tl>Le=tL&_%SH=u&T-t>QUR{Ts#r`=y8%CEZ>+T
z|HKXvkY1y{rPaZIa{|C~Z6jIE&NWn98X7ucb_$!;UZdqKOpKJMy6TojH|19NWjC$w
zl`hJ|veTL~fjdCq#Yyqybe4KFEM<i?Ug4JYNrDhLjb{Vn4sZj9D`FO&A_;`Zf1B83
z+?Cqubp04~MBgyBeQz_l#un3WE!5CTo6~!1!@u)_&0j9v^W0E&9BMXq06$ve+x!b*
zG|**{U}E0{wcpEZsy;)mmE#@&2C(|HEcb0b*KoAYJwo6=m1Q$9XCq!Vi5=}Ti9<ir
zzY;LRp=)!emAztZ>y`>YL&r%0e_(48($Zip;0alr>}|l^WMhc5L1+S(0-K$g5ztsO
z`0&4~PX6tM-N0@GblOAX<*5;g1OibEq$@9>sm`yv@P;m|7<*euZgv%kSRB%?dh7C*
zRQpvw7AS&UU)eTruO_H4s*=$zm@A58r=s5@sORaPgI(pc<JluE#Eh;ie~3#`;a9*S
z_G^5?(&4ll#Km1=Ioz(~i-dD!N<+q}#aj3FL*!%@uM~EOB8JGT2AHHp&=vKd4z-2!
zb6io5VF>$=I0S66h2;Jyll}M?RfH1iYcQeDcXP^IW@^>Cp?*xo1ZiHw?$K6ijsF-<
z)^Mn1=WH0Lu;Su!V!Rgbe{i03bZH!ox1W$J>QAQi*Qla;EFy=H3<JFnQHf8SkU8Ww
zt{UqmwuCC0#lTyJQwG|q=;AFk{tBMwbLOfB#!;Rl2Txa&TPuDOWJcp>3>rkLFRhuj
z?zd5w<Wje{G57xHCTmPMK3&uD1Ttp{p-oLGK)8k{4bD_sLY<{He;?su@dA?Drx+>S
z<l)s<3sj*{Fm)TaP#PiY1U`?Q7L^^`z<sxt5R*Vc63=3nFS7r1+~0U3Tsp@kOF%-o
zrGbT*<#bMR_!A*skvZlVp>Q}#(gubEQ{g^BzXKy7Q(X`k-9Y<QPFn^g*kLRBozy~8
zz~853gN<It8}04rf09w3hu3kteL8h8$L3VN<4N0Z5YK^zC8!(t#^0uK!45H}Zn>L1
zCmob=3v>z_0JkfSlvq`A78x(ll&p4M&+}$AY!|z=Y?Eg^O@dhzm25pOnS|MV@$8G0
zwz`^5=J5zLz;1QF2n{gQdDM@mh=jBKoFdaPWko~grN34+e+&>uxqU4jLQ927T!&*E
zJ6wCm4#5fF7mmc{NFc7TO6)<-nj&bqa|{e}$OFAoQ7+a^CWy<ypq?dMX@TD%D-QbX
zz_G^`JbtD`oe3c;`(f09TXjQ*vQgjjbpDTj4)(M0WE<kj*WO_#&(FxH7ZF|us^;Ed
zziS08NuCnOe-&lY21*hLqY9225XAcou5c2(%$LIu<RR`e$C-sg<B2Jf@dQRicoR(y
zFFW@AThF3SW##=H?wHFDM)2UV%O#|KEBb!j<5*QlfcA&moY~N~hS$l65ZVV_^8I`%
zN@UwpY#j~Yf|g57ruDqAI=|Nw@1MA$x>s_t#$|C3f0ls;Cw`XCv)sfAif}ET=mQ<4
zyvnm1t@hO`9r!t(3@<Ya{?uVp1sXhdDKFs7MAvcq%qb05CWMd);?WMHg6v~JoUmk8
zI!$03Z=cLalxh2NQH60UQEVM|Es^N~(~@R72TVHiZ~OK>9lI*&<_|ogK|+X$YdM0L
ztxow@e|9W4yl{>oK4A30s_8(d{`g{Y&^qQ;IG!GU8G<p;7~H(ioSd5DjjZXW9gn7{
zNzV{fbL%=kVHxuF<J<E?i~3#PDox3y28NQ)AfhOZ+N{7fyI*m0B}zOP@t}bZ5HNAO
zhS#Jep@$PGHoPqrr9VbOXz%+`#tyvgAv65<f0cCBI}TcG?S0<lwOfFNGH$_(S|+w0
zh|b23xA%I22|wI~_B{0@|H+-@5CCGFNhBe;##|Hcb4c7IVi5pN^>>f)uK>6%Zr0GM
z@{1qRx2F41grI_BNtVOrdwWs<SJb1KpcBurmQN$i+RLCjRUGbt`t*mC05DA=qc10)
zf0t#0%<D_<#YStMT^E^*Z9E8f=hs{6YaTN@VqFBk@-O)0I9oQD&b&mg=`vO7-0XXB
znsctWoza@Z=1!ilxK974EBJNiZBvuok9>R5-k38-sXCrx>=yIh+oSX7qSAkK-gmv%
z8?1l*(Z_6<`{B_W{Bm*C)4@!CuDPnse`^M`9hLHdg;qSWSLR&qTA}!xd>GYGx14>F
zQ4AGF?nrUHDO`nz%#{(}MtC!&gO{UrC??+AQHnv~2sILrNTX-~a9>f=X$22~fT;cu
zdXK+}AE%-Te4s~xJXkcWF;O@&eE;JpnqK<+oPJnf&&IQ7dcH_bQI%t)d;Pone=r23
zoIt?F*v{TENkLLst{nzN9RrbOW<vf)$e#X(OIW4etr6Fs{HY0io#MquW>W0<;##B#
zd`)is9e4fkTbT!nwMSzKrV=zp(#6SW7$$+87mWn#o8tiB4!QU59tnp#%nq>iThpcK
zQcgF<<7aPXV#@oMe7vBVMb2;AfA7nL2baoCo7mY}U<rdF7GCVVRfVe#*gNms=Fb7Q
zs&h2kfvnDHvAy=#9kS2yG^NonybjeFs)+$htG^qCnv=366sK+Wh$QgMzEH<`i2j*y
zgxfzvG>|J(ww%x7txhLtHE#|RmDtk2-IRQ@^2;qNup~=>OJT13<XBp6e>$Yb-(z7c
z8=R&jOAWWiC~=fgSDV6oDu-hLV#G4#+E+@o(v%JGDfC!)EMSjO<}nvtl`(;9^QgBt
zEg>2zM<hnGXsDuiKeP$I$-^Af*GKg?#KdDMGmMrF_K!Z`4Tk4#;?pmIab22NQ+no%
zcv9|!o#(u^3%3PFUUt%-e;z47A17KG$V5PpS{>U*w7DP1+{X{DSKo(CR!}@445rpT
zHx-CKs6Z)v?&(u|5eC;P-w8-FQK_(FFg~rQ)5sw@wA^2usjq+o{}0;|PB<f7<{xs|
zM~C7B2!0S?3Si0yoy7(*Fj1_S7InBE{qQ`DznPJvr1_`7q7caef3}|^n+3)t{0RRz
z`F-;Gnkxqul6&_=yT*#P-M|a9zZT4iS*d~>CH$_!Mo79rD(FZhRj+y==O;VqYEnMd
z&8gW)q{JYue*~5{9(gTb?O^SngjyZIUH9yUD0VKF=>^39$_Vp*{`w!7h_kFEDzV1q
z=nyKW8#TD>NT&+}e}0+bPuY(TwW#*(BLA8cXAionG17q<+g<b08AmwEEss}wero+o
zEm-gY>+tjpT@&Yo!QKazfbgR2pr2+y1p>t!<36v+TnwGTp_dPgsUdF4_6c-gHiYWT
z2wUo>COzeFN(jOp$B^=aCk-el04Z9*q2vE8f;ISG+p(Ise@E3_6V#i;WOuzj0UaRN
za&zQC8R|foyyomym2<_m=y~UKA&1JWJ8njl+rATle4rqTJ^uj_=xcv1$#QK*b{<cO
zs}7BQ$d^D?<`H&3Im7+J8Xi_PP1a*nsW6><r#gQB=@qKWQ#xZCf?teK$XENGVog=?
zBjNCBkM<ZKe;(&!C4vlpH|2G?)3cFx3%$><2!#!Kr<S?h^G13ZJuc3$mi+s85lcx=
zQ_ifkh4rD;P^YjT6?S7$cl*0I);boKDG{5gSS;FBG{!GBt^^g4vPz68sHCD?zABEk
z@S<~Dk6JX!R?2t-b7fghn8~!)#-k$?`;BnzO?%$je;Q)s9w(+quVpLYFf+L=Gq><v
zrtv5nO6?8{;w_Ue?k!+yTK@zgRn4=XSs0aD{;L}i-tC7eQ(Fy}rN3@-cX0+m1M>yr
z-?&%#8ePYq#_`6kZ4(zz+XaDT@e$g>#oB#qq;OM%{&V$KA+K<cR#xR#q+TjQwm6p*
zCzApYfALFSKvz|@1nGFV{S10Un$gNf!6k%!Q;=rC)@9kYZQHhO+qS>5UDaiFvCFn?
z+qTWF=^OW-n0c6pdCRp=;^Cag$h~r(wbGN$QvbkPFpM@14S&SyVG<T*%U^g)SgxBc
zY+CaU%%Rh$o_MF<OaJCkw(!Adh%D>*vlDNrd{^^qf+xf66BG~{#vw3p#(OP6@KryD
z;C1d;K3}XhA9Vf(sct%nzt3u)vo?*a%{JH!U>{LzM>Vu-L5EzM`)$&{$e!DLaa9n(
z?hF!KMiF6*Lt37-xN#|$IG`k1e!8!ay${H3is|yyFhm%cyPD<ZGc(~&zAPCAuS@^&
z&~5+{Xfe}QD-NRhblw-gp;|hxCyT;ON=Up}OwTnV${P(wQ2%pt1y%^&gwK>}ZT5Zz
zSdljvgj%7ijF;=^_5EHRYMOYaR(V`9J*enNfoUyam;ZK2F_U^|tGry+@3EJ!n-aA_
z_tqq+G9V*I;^k;|nNdQvDv>{C@ws<p4QJbG!PCGM;xFJ@wEFQB`0@M{YFCHgk-<pV
zU@#&O7FHxziN{~Rbo-Nt&PxeK&x>UP@L9@odWo4y)a+ua!iL+39irB^t(6<_`O^zi
zO4ghpx+D1{ZQXs?0n$GVWMp2gt%l7b9h38_VCopR`uh(3CS}J;11Tz%@>cJ6?GYu(
z<f4}<#B<Q$w=#dp%pVn&__&gHoUyQ((Q<hkq&x}|6+V1Z(OWSOq&;XUBOPE(fFDVS
zOK16Y9G<rF)Vdl0oYA@e7J}C#9aD|+rBf;;TeTyK6fbI7|EN9Vi!}(zGD*6Ayun`{
z5S6Ywp6<F(Ofs4A2Pr2a`iO1njuqat{%XJ5+DyiZM7A~9ZXbhBvv_@s1SjP^ZcuV;
zjYG`Prs-EiorA%?v!+7O4g9cq0F~)BIs4ieSFwW!6XR2LTYJfmQWDMx<~`}=$}m?_
z_b+Kq!K{6wx<=?q=zch%Cn-xhG834Y6BQFL&_6e8V2#RjyLp@_-$VbTzkTkyj>1Y$
z=$N%nnM;4bG=@BKf=oF!6JeI1jVk>ee&IpMJPXLJpV$&UQaN7W)uY4=0=^}!XK48)
zu)Y+8{nuN1Z$h_)^tKNa)ViKSWXXyU@s<41tkRbv8E~b`R~mTpFoa>kdU1*3PdgE>
z%FGcPw;>*P)tkG3GgD$`|2z%M6NIi8tRpJo_W@fr_J3S0ddcJ6sAzdh&N%~Prz~y3
z)Vwj|F1T%Ix=r!D67>|i0qlm`hDQe0>}Te3aoECck{EN=6Ol%y2K!mMQ)Y!7Rk}bE
zgfe1(AX97PTG&qsWg@$-!+nm-@uBY^wL93jnR0~fMc4;@_z6&sM0a+5w(YvzuuxdA
ztAbl~zebPa62Q;JP0464v3MsL4{0?W3rZ(uOF^{9WsW&x6eXV-0Aas|+~km1E-i;A
zrYRBVl%T#b5b>C21J}JpN*nmPudFxm3-2aj+GSu6T8(PpN*sKWJ$ZGdIs_T#APt&o
z%!QDM;FUETg^7xPm%<E75o*S(6`K5MOz!#ZToQnVDWHO(N*gmoDL>++VQw_r811Df
zXOZ0AhFqKP!*nw13%JbW;#7u`f}{TGyfDpgi7NeBNDhR;Lul&-S01%lfI^sZTASV5
ztAe%`VDbBi>v-6gB`YZ8M?Fz0hI;zD@r%-$_Q{V1{f~WF03IOizFI>eb(iV#CwF?L
zn>N5~SRJ(kZ84{xW_Tw=<Df3GM7ErkJIi()Hy16IT6@N{9za<eHNoMML+wj?PJ}7;
zcs!)Mk{GnE|J6JIOVEmo$`ei2m|U`HGWIhwtF`-MLyFwFJcy#Du14fXD^1+f^g&W4
zR7q(CO>+62oVXnuZ_1^KA_J4wz3wLc^a|Fnsz61!&c>ej_^SL~^gF_D-~&8tl52Rk
zt`h0WJ#q9T8qflJ=g(_`y=ZWmd=R;I*)aQ2ZiVqp1Y!;soh<pzIZLniBN)H}PPC@|
z!iuEvB6X(AkTA0q8Y1e0{|4C>{0`PO-TOCIF<k}GioY9g=oGDmpAS~);YMf^$1ZEi
z2r;3Dln??wXS$~AYh*PHph1=3ycz>@m#bg9^GZnW3GlsqUx`v%_Sak_f7!uMlkj~Q
zVB`F7u<OVqVHR(aBdWnkMV(Y)Fw{87O#jEh9g1J%SFKjeL9?VSp1u;Jq>3)%c>Qv%
zI_w9@1J_fM`l~T%VPPFwQq%V+=W2b@l${+gGgx-17nAth{`bW0ls;4sa3N|MHG0IX
zo}E1o2e6O;3CR%=9$b!UEwFevJTltezI7o2S5t`kCC-+0pk)*1nlM5luajXM_O|zX
zo=39}RZPopNO^pheIoWA+s$IE4vWqjy0?%$`k$|Q{2u!5Xe<}Hl;W$W*beI`%p(}^
zI|+l5NfI|ak+|%3+B*q+)RH?JIg1<(`_qLRF928l&HS?<M_><nds=I_DpbKWi0S*6
z8uiu>f>%fndw=Id^m+@<V7HQs1ylP#u~{GK^xu*M@4=qL)-0OQ7U#Q6)zzkj=Tp>m
z(n*^Db&)@ygJp;HYTEY?T0VkEd&e+1fey(S2BNRQx!;($zsb{!-<m-hZ7&-%95uWu
zp#ZAMP-hF`NB%fo(!;S1BsBQD<4-QNBdtM|`i3@B`L$0&yKvA}&9oRxDV=VWzBDTC
zyxc~kB_X4Vo`C5X;*}_kltC-U)TB#Y>#_yOPQ1`zhZY3((OG!%El93tm1G>l@0xOU
zgN{8jpPc|89w{r&>)@xo1FGL38YmRiHvmX`HMLs)>~l_w$)Xfvms3p=#i&syMu8h<
zvz7k9h<lO1Op89=hb7WbeC94=9Y?ct=|}$|EN|bb&Z4=n3Hl1)6K=K$t>T7#_zVRt
zM!B|2-;lY__6$=uGkwWpvc*Wx)fMi%8|-f(D&Q|i0_xaI%g4B-s&-`>%Y1YB3P5!;
zshF?{1m-N8@#<S64O_|b+S}b;uaz)fSgEpUPUgh$%QhHzOuT4f{K15fi7(|Y>Kk0C
zmBb&L=j9e-4cc|Peb4qUVoRG67`5mV3E}8*ilWM%hP;f+gb+a>pEO}U1ETsGOZD!v
zkGl_pa9}9~h-@K8tRvvM80P|LMF7zLpx5(X-<|k~&0a(Q*f;3~k2!%YJ8{xD)pr_!
z<!C|jJlMvEmtU?GZCLJ=zJtj5AV2AkVQQypng%_ReHRvYiqQEJ4WSw78YD@$f8u)I
zY~)juSCm<BKc@@B;vJSeC6y1|!gUr!)obQNEuQZ4DhD~GJ%1fxSuHuS3j^ZkAsc^h
zR^;Nh=QoQ~<U_<`*S={_#ZGd=k9QSsZQ3DtcxN_eR~)>VSJI|vLY6jkV!LGq61LEm
z^&h`t-Mgo!9?nfu68xp6BBX&Ok>?tMrBc|Lh;CA?Ke){$Ep^hqnfL@x3YBy$G_*`K
zq$!1XdSC1D#lZq{wb|YpIshQ0lNV5R^7-e*Jaf6=3g;wU73Hh<tyu<&kyfH0C%jLv
z|4<SGnGZNxwm()2&wai$7}MhDgkM*)2n%i{iu?NidPQjRcnP53^;PIS`N(V~-3r66
z_=fh#k8Y|eM|3tk@8O{sP!|dDXGql&AAridXq}SJm2gS`Y6mZU&jjQ=GLzS~8=e8p
zXhJM*+6eug_a{3>FoO$s01qUtH7(6w)V1N=7x7Un5*UDy)E*ik(CuT3e(|gjViM(1
zr(++bx>;#vW?Ed<ZJ-hx2Ce734H~?==a#2EmLdKyN1qafRyh5YU|p3^!j@m3lYzSn
zTMwgLwQBtB2D=e>N%>EI{;*(t^O3#&@J2_WLN{??VAc)pQsyR855_0o5yc!Dh@%He
zc=}m)ue1LMgGAYG=;$tqDAMTnxb=4UM12~fv$BsoGeLYsc0F?F5|nncF(7(4q~jJ!
z&DrzB(Y+#?{fBl)(B*Ea?V~0?LdG^kLhr)sWs{<pK>oqKwHp9}gfGxQq@6}Xa(3gV
zW7n24@Bdqn|2Sq94aTPqMytqy-9*ieb**5iPZ1@cBy?bqWtluDQDwY?3Fk~Je;#5M
zQ?dZ;I}l{HEU`fvx`G!&B18yWpkVrQ=EMqSv-A%<beJ$tGwDzAp6y$Ij<m&6-dbGn
z2M{_Fp&#!Uj|u>ZKC08>%pq5=jd#j14>p0tgLic(xCuYIDs$$?f<2qmVPUqmjGSCh
zPn_M<iug`5;o0p41oseFUE~2W$0@PW^<GNfftkwp!)mKa7mKD#IAJ^rNs^G6ck?Pp
zCTM|IHvN&=4|nJmHO<|ek0rLg=WId7CU@MRJlf&c&nduszQ17zOl@jgu4#@g+x2fZ
z+wUv}N>wtbbLYUS(0l|(W0na6QG^jDL^{&S=&r)yDj#h&oo*-i;6X1%2%Jez#_I1-
zh;2hoajeR7%d2b?4Itp*8H?)4P$ZlC`XM(*dC7k^%A`=BG3^nb`SN}i_1QcQZ(G;r
zc&ZAyDo+3-mo-xwuc}0D0c)xnD>h68fi>)|^t~{FrxLqzKM+b>HyxpF3N{V3&rHgM
zq=eN}NTpp(S}{T8>zcmh5e@o2xlLnxPl?-sMTsCO!^a2Bmvydp#-4`SwoAVg{$gz@
zxt;jZL(o>uX<1^HxyO*|a#S>H#io6+9w6V0uspyf;X-rOvg>muXooL<L#9e2w`S~J
zTvDoWakkPaJP`+&Gs`JCs3(g)GYqS@enIsmJ!uN)#h7DNUh%#ZTXeoSf%Q-K3{o($
zHVHJKJc>!W6r`|GHmU8DQ7Z<xcP{`P>_)0z{jn<7$w}(y#)^8o7an2absyxYgR}UL
ziV`5MTZ*}5*w!I|2?Zkc)v#wl@Ed$1)92GA%0tSGrc>o~+1wl~*weVU8(J?&4<Wt%
zVO*BuW|prTPbqnKqw^^o1Lnh~WXbE{x@X}cQv!h=eQzL|S7Px=qo9a3g4<pVPSKsc
z#pm>1fl1slv=@zqkTMT_CiyM7BJ7U{=pG=(9rXozvRD=QZ|F@dr@N3zuUp0Lp$biU
z``ic{{a#DqadOVzK+V=+LM58a31{v7;eY!2&OA0BFKJd7#sn}~LhJ#pDUyIp>zQek
zkC>0kIt;w?5vk0fmBZRkQWP)&Z37l6+}Uw?qqklyjb~Se9WB0SCDp6TmO&EMNM3;7
zL#{y2iYvW2inS0sc1aeagDN)zl?b?}R=v?KtCvo!`~d-;IZtn6oJlWaoAn}d0_K2p
z;~9z*(s_9ULdCo07v7V@*o9OAy5}qv?ty?9AJB_T$e1-L<G%`1TJy|xFbEusk3%Q3
z7|q&my#b4$XV7mC9#x{#JmW8nFMU9NOyIvO)&l9Sw9298l*6lv_Alr0Kv6-q;{XA{
z@(e)Bm?3ihcGb0vAt_~&=|Q2}%%jLgl)K=-S66jH9G$SzdPwD>iW1(4(Ln&)82@Yt
z5U7p_GiSM&+5;5vZhp2?AhTeRUGjyT=;1VPb3SAzf2();<iB(%zzxp$odqy~Ol+<)
z+X_hgs<4q}w=(hXF;BqaAe!p;na<FI??S1III;%zO}#B(>Pu!+g68g~Gi0`wWU;2n
zlg&!Y6OR7)P)EIsn(p0bFjYdVb{H8sGqZHA=pAf>r`e$y=Kg}+ZqP@kMBc@9VfR-U
zE)y0ecH0!g_Ams2wZFJbH8byG73wO0C+UrS^2<iONxv&=_6YM@4xx!VG>}BufVbO_
zf!gV^z#`rxHMTcc`6Z80M{GYbO3Zf@U4Wm5pT-z^1M<<lKmz3X0K<`=aS9`?plQP)
zF^Q<@3|2s~_Xz;%{haGgCq{-t1!3n%7fOdmYmHw<{H6rv`Y$N>MkL?@;b3b0XNTvG
z0>Z)a->|F{5*0KE2it#9lrmB(956>KfdNv8D==5<?|G!!I1o;z|30-eMCOJ8;r#E&
z^nbI%w+>n(BNGC%r`IWiQ6O?NbNz3VJtB5??(}+PBx=C5p0?|zL`%SGZQr3>3EWeU
z+`B^D5&aJSczo*vD0x4M9RrNC_xRw~%V+K)JW8TiR1;gulA4}H<NVq2ljjQrm7^&!
z%&i!)K3$h)*b2^S1JnGW4(7~!Gfgne+lu&+hpH5|H4zPul$srJb))W%DNU_>p_vdk
zDpi<(@CQI-o(5Qz_8ca*B@BfC9Thev%sjSZ?yM?Q!tz+De@dn>U(I9k{-1sht4@iC
zaHFnU>RDM>frT0z4~^a#kP7|@3l18@Zz0+yBO#<FUA5l{1?!kPHg=<sN<u|`bWQaT
zMPh~cV^6^JI|~ziW1wI~`h_9DDjUC1=spU_X{G>p^U=_)d>lq<VzNqM%;7X0ObT;T
zrA%O5qf)5kI&}bAr(IBOT5EiDEhVTtG!0li+>aMs0Ub3sjUo9;dU)VSoHdAoz-UQv
zj1_B}e!6}gHMxDXG1!4Z6E>PWnk5t%%c3n3Jw32!;KYu|TyUW4W`y!Nmc(Qroe%`I
zetQ5Y1|$=kmcu=GOYn04w-vd%333RcE-+q_NXSg!c?pviuTg@E*ad`!j5QsG2Aysm
z8G^}gy6I{n$_ZGT7$mNqm}=>wNP@nQLJ52DIa>KZF|f$QCKN7kd})>vsz}WRi7E6t
z&+`n0Kq`ES;<!WvFgvtBsoFp>ApQm1SXe-xR<NgYOk!#uESgp<)P@mQlaz@z5irJ>
zkP503dC}5RIC3D0EmyK9q!h@RhKSePDRIL9b%k}Z{c)?q?oNe4fZ(4P8(+S>sn&|z
z@u#}H9?UuQ`@)ZQAFb_v@U)LQ_3IVL$Aj*NnpCo12B|~PMP`4Po1r_{khfnHUQYoT
z4L%F8f|{GHj*lSAFa2Gav6bBy%QvDQU)Np&g71>*_yM$tl=9q}1nMfOb2`_RijCUu
z;#%4q13%ySKU)JoghWeP>NLG%OEl^uX91CO*i_#i&$jQ@9E4MrDG9C=8CF#_;-+Zi
zT$)&yvhd15)U@Mz*qE}_*ZCn5_9TFN@K}g=CTm!{W}4hKj?w$t53V;Y8FIBYfn<`j
zVhI!#Xz?)TCvv&*{7@-tJ!uD!v81F$gI{T1iOl43$0t`kjh)|BTixy~xqbs*a@XT~
zdyjkNe|z7XxZ5FSMa{N@^l8UOTlgZDskTdl*CQHBx?vfwB%iHac<>R!kH-OKdg&k-
zumm3)2Sgz>@O0G+HE2PmKzcv#<C5i|xuk@kU;9M+^Rh79WN=}aClci5wb<-~{Y{ww
zfDWQX*`kk!e+Mx~mI<1rjIe`pU(dT!ky(NO;R?RUEygXs2#4|&#&UM+Es_;c3kvzw
z-#0g|ueyrt<&uc}myI-pq#*#0zkXeb2w1a*p}kSSmyW+Zm`CL4%EhIbH4=XHvL^P~
zm5*;@@QHo`#E{Y)b*F(Lu?$%MrQ5Pbszhxo`_Mv3<E1@3F}GiZPHnAAN%Q4AEi&St
z=VIV{GwJ$(R!8OSOgPF#{z!LuW6lI`=8W0P^Na!Ko}O3xzeb1#-K7AbT%DGR&y@SF
zHvi7@8`)A~_pXF>YOYC4G%O328&$QdO;{L-5SvbExynrkw1ANoTy3Rs%z_pl=3Kn1
zWhGZ7uh#(O?yBDD7({>7dytOyF#fpHXD<QKnSR-1|BQYSf+bc3gSK;P|1~%did~o%
zDhv+LdUEjDxeY|!j61-aTa%$xl20#|9J6VV6Ssb&d{z*KOk<?T?WSXXujpTe%|flr
z9>K42dsqk%FkNCh>O_4kmhU;u1SC;0_o5Md4xHE;<1llvyAU>%9g+qyEicETcqm%Y
zHKG|T_^f@uhlF`E9xl7T?jL`sYmf1C8uq5($d7eWH&8O;1GfP=bm|rpJ&5s?DGx?2
zpc%x=mdlbZ1}Z4Ed)P?Ac5-_DZ@&EWiWlEFU0<u`ZSCwl)uXKC?(2`b*~w9F7%$Mj
zBan)e(1dh&LX~hw*``N}O8G=J-Sr0&Dbu474B%YoinlO~W7u&QC9GrB569gCrfi%?
zW+8ji@^3vlCuRYLbF1Ei)I&V}_OX$i+wi(CdEW;1C#%g@(ebDcVXCRU`jZWk?lTRN
z^-1RGn%XZ{zJ5DM_|_$kDZSUvbUrKI5s9QQAi6?6qWgFcto9t7QhSHz&(mbK$%{~#
z#6T0!X6qGBV*}03f^K95lVYmRj-_`v)`hR+geAoE%(;LjC6uIvpTxY^1X>3o^JOM}
zA8)z-riwSwCjT6`$PQZ-j4>@yWAI$bdtn#p4;u2=B3Di?lW?L=<b&Ay*asTZcSBfV
z-;=TA<&M5kee?J<ab-11NkYX^$<N_W@b2a94_Q~GTY<HAA=PeABf+j$-|Ix_!%do)
z1=7BVya<32&XB8+xau^qxX`$JLIK#{;7{w&xB5C2*UsW3J;c15QUQWb>BB!K?>!|r
z(=}<|CZ2M?LHN&-g6(_h{nR>L95^}rH##sTZRyiiVF(2>W?wN($w9y;2Ks<tm+O{f
zxDrJ$lRz4R6>83NfSpN5^k89#YRQ@f91$(j;ZOlX>!r5WGTK;*+bYt<r0<AhO;Wdh
z4lg7HL0_cvhg8Ni3ll+|3x{AI#mn9{y9^a=7Do5pbg!IsVHB&Xvud|3R*tBxF}(sm
z%ZN&x;bdzv+5;Wkp21HHLV3vLBxnVcjB2eq!MdlHm#HdTC}(VTi~Y9pxxE^@=QZ2C
zi@1OdM^nbUNm&SLEQ)0g^6PP)A)I8Hg<YXj_Bm8VATMc*Nk|oyGyJ5uFU0F;HYf%h
zXPQ*Z>-l;Q-USB-reZGPL=&D`S)VF!SLxDF9k|v>Aq!~pJs!Laq%If;qVVK2dYp9}
zd5A*Qm)5bM5YiY^y6X_CkaH$8M|m|n>nH#ftyDA~9i}c+M<o?YL)yvGScf^XJDCd{
zHbukiS5vabrFQ_KY`~E;YafSKDT=LeRiWkdQoh2rlnilo!(Q?ggl@80vS1`;YS1~a
z;e=VkgXW&M>$u`R5qSKIk2f|*ZM{V1=V?2pE#0f=EWPv&nIRp0vu$><ykWXNGyx!y
zj8Q(xLSKEtY>E};`<UT98Z%ZzuhB{UT%saHluK8)tQZ<|$NAgXR&HW=xcb^>GEL$1
z*gf4I(?fmdB#$;UjFka`;nyEX$6xq947_5c%Y10SCZ^O^b#8y7I?eR#9)6OiqT|9>
zj0v<E^s^w(i(&nM3XE9J#(5#3lRyAqnA)6Vs5X4?Cj5oaXU{;BWQlRn#Pq{Dr)w9~
zt|g^z#H@JZIgGkb?4qeM%}Ds2KzTOWj?&TNC`e8%aj`s13=)!s8DYs&Mw&9NX9v3K
zg)@Ivu9wNjJ=UgP+dT8<+yyT1(0fYEkt^v%tFDX|TJUgP<L`4y;!4UBK9T^)X?7Ny
z{tJ^}N!Xom8!mns7N=0m;$hwa*?U*vzgolr&}%M}+wyC8_?v0CYLuJXNg*{x`QYr&
zvhxn<G2KZ^0Tc%FZn3{E^;>^T&9lmMA9ToU@vtpxN!K(br0OVg>+=kjgJ2p|RB+$r
zgc~KYwS=*>Ixf)?h8@mpj-&uYOqYBaQgZHHMXV6vF|J-e1#9|dzpE)W6TK8hMr2W{
z(MpscBnrbR6u?IRhRw0u-I+~9?h=bDA~AW99MwNfAiw+NznG!r3MnU=v=fdJa5y=j
zmP?9o+~*_J;~{eQT>3<3Opw!rhi%co1X024FS2r^1}9PYT7dj>8oCEWo~@2+%4B}d
z^BM&mlFz(bA!yLkvgtC6A}1AlNRDt+W?LFikc&N`XoLKnu>Tv`b<*Yc={oYPXseM9
zlLg6;d<i>kb4z8kPWoB0RFURnhG_ZOt%`_G?X~)JA#R(@>$wP_k}HdH?Uq03pp+TU
zo56$d_4CgV&r7gJ^%fQYWSWB~ivjGRvURgC6JlyQDoK<C?_=WQ0R%<=wiM=Ru{oG9
zw3!NZuNQ@YnOT<hSOq3w!Rjd!j8q3dl<>9PzL{4~S5iR<CHE!|6+C{>7mPIAuqz{M
zrFh%nt=W_V?JC_lkCqEA?S227ei=o#>4<I)sqarQ!L~0?ec&a)&2d|iVA?#ZR#)f6
zynT2+N<A^Ck@*1}7)^2{-^E#`y@)6uZ+w&NJ3i;qHT+g9><nH5#t5wUNqR8T{13qb
zu&9Fkd<eXpj@Cpf5gAR}6J9gJYmTj);>CPRQ(KuB)9SC&wn$X4U54y?Ddxz#cb<Ea
z1l^~S&+r7C*yCgXcVkz&l8mLK8R9yH3t6hn<mPfXU+cb4EB`X+Ep0CMn|P)V-R-$J
z{dT)TrsWZfYXGtBd&Wc=S9k*{hw-1<BGq^|m}_ui;j5w@JXI+o%s#6(ATJO{ZVu<I
zI9??Q2y3UH5VDzhHgIaNEJQ!4L%7$Xu#)1|tM)7z%&%a8O{W;?cyQFDZ}?2VwaQG!
zS+*;?{h1v(u~0R3*b)x=<a#nKpTj)oHYdk9RUFf#fgdAr>P7nzXwVNl<-P_NwCAD1
zfJaW~B@cA^<YZ3hCumNn{-SgulX5{m0aaqy6wK)7d@v%$IXK(LvXF&E#k-vQg|JBC
z1Y3h|x<Ls5x;^j4plr(3B~!eg{&IV{dtXu}xVn3)D;RojRGm7}j5O=xJTbAs4wfV)
z@%Q1*v7B_Dm!E;~uw9Q@r^v;)c`Tb^>oEB*%<DfYHS5P?3^F6of9YyjHey;BFqSHk
zMJN@>XFL)Q-&6JOWNmK>H|J+cNX-W(f#7|BjNh67a!L)5u4x40Ne4v!CypOX{ANJq
z(}}M`&9a1&g7?g5W^;$E!sB`>ZZ@jtMSmO?IG+pI&$B+}6hk+7riXpUUgbZ56px)5
znn|}PC;0PM?#gU$Fd(ByAXoXtVeyYU{uPn!82t3F+}Gk=2>udvkEfkopxg#Q^F5Jk
zgLMi9(D2_+?_)}$Ubh{K>OeHWTDD$I?_zKAH`x=a)YXwoP&^Gh>~UP5^0ipLuEU&i
z+l1PRhQyjd&N{54zu&weRGeBX>+fHaxSgcLN2B8C=X9Ej?D=K3E%y5#heXC>=!t>V
zGYi^lmlQ`0Ja%5Eoz7;=%4~$O=3l$Ee9d_S2Ez@Q+I43UN~g#DSmYUV_;6#LPL~f)
z6Y{VAJ{_Ikn6Y8)R!hdAwR&6@E$#<?z(Yzl4ip3Pei3ZYo2og>ihoFl6;LW?8Fa1Z
z;m>7TGK^GT%<LVVc5w5|q&G2acaoD*_;3-zWrtkf&(|>wX*6@zO7<>H#_KL;^Fb8=
zjN%XbQ+IUVb({6C)m|$;muHt#F07k%uhkhV4J(D44e`|?)b;(V1UQzJ-SzMRg4{Ku
z>Z<+~0-A$1YH^j)?ke(?+U&Iom5j@+7oWR}3OAfuxdHgHj^ob;;yUn4i@d#E>)u`v
z<)@#6C#{P<=t_m)GKPrdy3YE=I-xv(Hzb})p>xn=LnK4gM9kZp9>4BI5D+F0iorp2
zDX{dUf>1Q6GX#|W=fr|ZcQJ`9*}yi~AZuZ+3^+<tpniSm_=IW9J{Im=7A8?47Kagb
zr_2JrKV{QLiNIOQhD3^uC%6S!go>9PS%6%iCdcL5XSW4O1^eKwN?zVqf-ZdkQ5l2i
z45~{|0OBP!_pbQNQxfYXG35dI*fy}oYemE|Y2-po9uqlU;{<aoKba;Kk?Dr$GhUuy
zMQw5R@~ywrv_xW$-~G)sztD#pli<I+!XUwN+RX14wQBfKa=_t?Al|DDbPck;oj9a6
zSUYW^yS`EL6-cKbKAvCA>EH+8(65Y}=fdE2wo~)D^=A32xI1g1YP)c&4sSAjvfnRi
zel+BL^`y?Bw@jTiZ&h-!|E?}G7Y=e4a}|rX)}pLvK5*xk-7N#onMXdq1L{kc_w&_o
zQTJ3{=(c*-{E<0VB-@pLXUk*k)}^dHC3f@_VSTb7@3JYz^Xf7#%JU%r;vl}-(pj(~
zzVz8h;jZ2ZK#-FIM|3dQZ}o%p%ZEcZV}<U5QhxMNsONLf{>VG8JD|(|bd|vCM&(LO
zLIK-bbj-RJg_~$$Gkbk3>gu15$KxVpcXt@OTbc)DNn7Ezw|kUcq8Q#l2l-5^9>q)m
z_n>-X66%_N^XpN6XZ$Cii|=e<Xh|w9+5kDN;t*0pyMmBO6-|T;(W%#`uhvK~*hFdX
zxyq;K4zd<05Sh-g((?{JWUw@ErO`qIUIOXwx{;q2yit0GN0nt-#rNWVT^^&JOr>=M
zlb91sby>}5M98|c`i}<>R>S1EZ|**Myd@h~hRH#mY5r6=8$KE!HGr&N%$YtZwfUtL
zW_~Mn7vtyJjinaxHDar=TPpY6W<3u_b%@DkAup|7RHx<kUI8<a-f#CkW5DhRXjkC#
z`8k`jnoHk-&_UZ;IxF#jYjDA=Q(0V)1^zPZuGo$?G<t5d=QDeA%->GXyZQ0UxwD-X
zF0>xcZo!fE0Nx%j)A=h~_F!Cj=FZI{ARkxz!_(2Q%j>Sf6cvTN@&&s=x_~g!&@vxi
z)oPpF9#lKLwL8-JT*?(Jz<MC<a9Gy8i7>~o*r-@zceXNhdyI2?d)xQTp%b;#Z~`9H
zwV=knjoG1GwvBlVnt+@cx)aUG@7&RwwCu_6_5M&2mbL-Fi5GjS=|gd;J8QOuJ=?TD
zf~oDGbzMjxJON?Zkd!*&&OC-PCuu_J`|+?m6Jlrp8r9wJ<v|Vsv!fj&l_}62I4QWK
zhx}{kxq*#PgTlJ=+uq(xdiR>&@9kjUMK_($sBO4KuWO~nLE4?zk#T#?Liiz<w|A>E
z1$4aow&)u$ekapHT~22SP~kBH;KzyUy_*&mYv-C=A(lP~qxH`#bw|dy00o63pE#<<
z9cg9Vk6LU^^}5C<Wl2n9#ap=X<Zx0B-mcT2m}7->ner48UAY0mp<)6S`~!*0Ohe@&
zr^5LIw<T8Y)){+m`22Su-=dj7lYBx!Q+4iPF*pH0x8xA_W*e~=fB$l@_<P>&?s|VU
z_4d+|z(<dhe%mvDh|=$jW+&z^|9vgUBoGqQ>1jPk9x~P=bk3WZsY?i6r(5u8ef&T!
zWWrXg;rK>*337|5%1gvY*!=rmdY$V?Q&N+j#V58WY%G}_PXwKb&o<qKO|YVQL~xoM
zKaK?W)TO|;Z*g88*LWSfn@A-gN3<QGr(FPUP09syHojVYN}nA11Z;gy$wgE6PU*4s
z>wVldv&xy62{smYB{#}^h{8-?JtpU#!kx%JwDIq9k6sS1Be44U@oYp8+sCiKs&kW{
zK>=x6z!$2|Sh_UkIQvEZLZn#yP@!HQv+e<`Z+bsn?I<d~dgRH}lc<Z8TD>v4;^>Pl
zb2~84RKeY7;PXFi6)o!bw|S0yf5vq!UT&{$@;U;1nm=(^<B9)K>s!BjbA{COx|ly$
z6Q~`~1<;f|2&BEJJ9!T$!|s0zp0qy@{lRTIcT(Pxxwr8-tBY0dec|kJ()~eXtc1qE
zfiZV5b9HkuH@5#z%hALJhMSqCRkQ#(3>cc3iIbU=m5G@neZCMG=l_CFg~<PSXSV<F
z%D6b(959R$)-JAYL|h#Ihhb)8W@1WLZiJ!&4C`*YY;ra9tg7C*sH!qU1rh~TR981#
zksYqZ^K0Nya$7Q3L8oySO2JE;ANYSP!Y8s(sWecIHv1+auUokRzC$EJuxKfQnG$(m
ztj0ja2Z`bbg!UUTgc5=XMum`okA;5efU_;|6{tX}N#Q8b?}rVB3;?ne%3(k;B#2Z1
zBfzeQG)8)NL?AS%#A86*bn(LRCcvt6Fk}eUMn|!bIW9yI%w1H_W?qpb+{QAHd=QB_
z^MSH+Gi*w1ETCIdOK^9ML?#6>5yWRjc;Q0ziEu_^MA5>mh}KBdz({>g$SNGb(?JEy
zDg#1J5G+FFk$u5jzk?#VMbLv13xZt%MjCfW%IHw=h`}*L64%K=kkous&}gOWVuery
zA+10#fuNhB@Q6k*;I$(np?5+dT;WPU(OAGB2U;>vU`{kNAai)O;lRO$;*>^_O&3HY
zXkdX}b5%k(iBwR9ceKb1AM6l*L1;n=fr?b%H&AA9ZcOqr#1uw}YH}bpeo9CHC#X;u
z(k9Um4X2vma+-KFph7XYDI}hferB0_A=V&1<pR@5xR$<6F!OmPHL2tbQ?_8rr=UK(
zMukLToM?l&J)|)rCv+b$emQCh3FCpFTqaCb^o8kT%95-I)G%$B6;gONrZF}z5d7E>
z3UF)@VnVY5VMKH0u~nj67Puq;0yYK50R&&FX}s+msA8bhW>Z2_merW}gy|S8elP;V
zpK!{#e)OZj@JN+-6?QU8K41=cVM(+FuZLNH!q{j;GxS)tp8?&1A2;#n`F1X~ya1>A
zogfRzZGWp7#66{S0ehyY43g;0oHAM14^47VJMp+Qa4#~ow75-!FlHj4Hz5D((onIo
zkonzJb;-gx+x(>F#$dwD+i*~XoWhW7*}sphy_3|Fx_xqwIILu~KH0CagWdcWgKGm-
z106MJjZ}jUDE&BQ{OknjCD@Y=|I0XX3QR<$qgk#!4GW`2W$2b*)vdh3zs-qG>K8EB
zgQF@&@fiG{9~votLmVf7cs(`nlBa0J6Xc&M&kWP5IX>_a?<92YM9n|G6LRXvkEayl
zV-0N3<={@G6{=XWHZD@7N0E3boJaKDk^$tDNBrF6mPa{$M3_e`O0jxL*zZy`<CHF<
z0x66~wC(gM@0_Yd%5@@}nx_KvV-$vgxF_P)IfPaB(Cy@|4SiaGWb$@O>h};oQfzHw
zvhl31b%|s@N<b3fQP9^WOiLrP^S16~k9XFJbqf=)>E5e2On>zPjZqRwm^*%|rUb`z
z-y;er$W<nXeEMXby;LC0`Qy?h!RR3^!p=%}|EMM&o1jm~31lj^iailB6Wg6Z(XFbN
zPMY+|&NAsBN%aaq`vHiy=I~r9dW-Ve@O+@D_xN$jlK4HXY884sdHI?I7%`dMjGz4R
z6Yat;JCi||xwfFLRT}&_ORlgqS+z58T#_mygV6)|7NN5@RDUlYlAWxQE#lW9(KLKp
z0UK<?hM9ZE3_*cHqPNZr>!NZWSLl{5^b2^4VFLrKUVAoRb7HBEc)+)VWpAyMP4N;E
zgu4v{y$(Kki>~@dKRya889$AL&Zk_4*mp{cQMcZes8u@Zr@+mKnv%Tuif=p*8&g7K
zyo=6dZB23#`f9!<k?1ME3ad`Fg9iB7=k_C9K9<fY+uNbM%|pE)xNr(@34ItobjzXO
zZDkE73A`9k%dESwGeDA&xPH>oQY%%A$|6q_LJHh2(9Ol)`Eh*pRiQ=x&b-8n)6>H;
z3BPm@mFsU;;hkA?`8)JiabagCh>woO^E`j5Z7IbOowWfK=sM^5@1EMgbl#m6f=zUi
zW5<17!H?_5Co|aHVf!?ZXZ(YZmizU$@&IVRbi)LI;EtTGU!c8?Sq!q#7qn5~Dc1)|
zUrj=(<BtD%V7-3d5NclrWNbHBUFGHadS`9ksE36vTOY*sEGfrYCZF8{d7b~ai}(A@
z#-N7^r8W<t2r7VdUh4^EF22@+@}IDa*G(vgRI}FGT)9su1pXDQP-hztzyD8r7{_FC
z*A6B?gBhxFty^kY7U;{1-~V+J9w>+0yBRZUE4(xVQvMzKm89mAhnKsZ&s(geu>ty9
z&rBsIUC6`h#ogzTATbxyyMEU4zR!~HB8>Ir;aZ$#EdBiIdtV#$dfYAM8TBnR-GNa>
zyhhL<;QImMp8WYco3MGD*2?|G_~_HWycrVU?CaT=KnK7*IK4znzqN!H)0BQWz`gn0
zuepvH*#r{(`wAS;#?8<7u>^{ByG{*pj5X6P&^M<za7GSfpx^cR{8a_1bPdc!H*wDZ
z8Ga#-=jHaanOy|2du8mdYvwC!$me9tIIu+P@75N5m=E-}S$6&|PPmtcGzy9+@wWzm
zOkE2!k>2O|^>Y36)Ro|<7;0KS3m|zo_$0X#m@T~(?0P@;<KQpbM~cS_WnJO*VEI5L
zzd5-$ar!t;zpTVXf`m+c*uQ#i*Dh{DlIVjoq4Xus@Oh4dpMXUD>2JxoVX)h;tBd-v
z`<&FOEqxbH?*(gNBox^8yTNJqfA#>>8HxvZK=0aqkSF5j=_@iS=$d`PTpN`|w?)vs
z_{!ez##7?$eFw?_Qg8@BmH~yT4@DErnkLV#d-@czs`6vX^}tL<TjT*Yf3EezbN#az
z?syw6u|O*9Q6TA}w`yJ7ZV-UIJVSbWe_|14a^)Csv}aZVCr|Xbx04<}70&^YdbSv1
z2$o3Vg`engcIR#qHNrpC_yhhy&|+6t$PQeQ+wYu_?Thr=6pyMr#h1Z_61={}P90`j
zV;a+K0SlUZSHV?yN;f+CzRTwDPJ~2P;;Tw)!=*C|c*pBGa2o>Ht_uc%>#Zw!9yU6b
z5WSHd^P*jUofC4q<;i>Lrab{&ppU4nnRp&4o7Ww=a^3B2l_qWD*AmWFjKZ&S4m$#S
zn${a=6ZFbe=*u;2%+mIQi%>ZIOH~S~q#l#X9h8<s%pI;3I}hhjKHJ>N*Y|}ec`DbA
zbU`NuZSIU4wbq8|7k)J(`VPYhg=)DmB|9k;&a<3Lj(9w%dO9t<2A}{pT1InB==B7#
z%08PEKPWYio^&_2(lCnSu_*?m`YltFBT12Wc(a&M?X_|%cr$-<XUwQJ!YGX{*HbB%
zVSTdD9e&lfae{=Sjx#>GAp+(tOx9otw;K$%){L>&Zmj$6Ge5#{WoCyHsji}#B;;L8
zcENsMT`$NPiE91=He~>+?gY>7qkm=K=S+e`&Mfb#D>K8W{5AKNXu|+)JOB^#akY_$
z`ciWauHAp1kg{1De@>H$^Z}Y!X=}osdTjCP06vVkgfoV;WZi#UyF=!Zz8Qb_c5`h@
zC=|rRuvjSiiTb`$Xox>rEc$^OhI*syOtY@)oTEv>c9b0fP99LwGpZH&;0MVZjkYU%
z27iGYvZ74Lje{AbtaPP5%8Ece(%$111!mYG5`2ph7dk@A$~p==5OTLiRy%1@?_6sH
zmhg%9WMpwM{Q(%Hl6wIEOBdViZ1+~=v;@@ms)q~;y6JtjM<rV^p|&&i>(6bBxH-F|
zfAN=5T1~<02qpj^QO|@euvOv?Kh36KzgUusgWvUDKNHOor10GjB6l$~F4Yi0)BK^f
zmQRLY;Wd9v(G*^??5C<8=V+Bp!rIkjuN)3Zcwe(%@e2pL%%MvJqQ9m4Q||N%jr*x(
zb_{2vh-6Ynye&h*=pkf+?tWw)ByJEn?QE}0I23O_kQCt3^9E{w+pDP$<{WKCs(RM{
z?je@s4y7FUWEx3|&?&O~c(`bBi_|h30<wo+rXFW#@ADplwFD&wvEtW?`MUC@uDtXb
zC+#yu77vRd=)JmP=$YLWB0K10CgSGgmcMZ%werg}Mq-U9bGmB`vo^-XSSIF}xxGIR
zCsyV(4hS%t*h9bHzwfC!fL)>un@iXyLEEID2|-(A;d@X&8})-&64ExkxPd2Ec6wS1
zvZ7%l+4&L4ix|_cnBza-uRKP;?9HT}brj*<A;Xd_Rx0K^Vak)0yOVQxGiH63l#n!Z
z5JbtRl@NQlmw?`PR9Jg;js2GpNs}lOI>FC{I~x!N^Q@fU6M(7%Cr}mRLhKA`kC{&{
zVlLlU99qT8Dcwvh9|m(q<pyhW+T<)+by~v&TG`>2jqIcBizLw9A}1Bk=kjpojrU-$
zFk!B|O}vb_Zr>32U`!waWid6p78&QyX0t^#*Z<^9>UeqyHZP@k$~P|8!)6={8h~~3
zDh)^@ryH7yp#e;g2$Q3L-lp6xTm*nqCj{N6yw}K8+h*Xgj|DwwkM=XBY_hOp14Y*@
z-iy|48KFzmDj(bSC_Xr%H=7BH-WHBz;%#zZd;tF~8j~+^&U_lHbcD54<$~#joXlo&
z0Q)%A?A*z86v}fD60+k3uLBEu&!b;t_X6n2Oko0apn1E;S?r{>9pN=9&BA!T(ABC_
z+WTd|Uh40+F6QiKu{a@M+#F;u!f{+j4OiHSB)$VS1nurVshjY+Q(M)pN;X<%FQ+o>
zAqPjGzJ6*5#^oxNQT^n;sX=i&l#OR`nRhkFuKtL&R1Oqv&Pc<Ly?hlynn}SilK}LH
zG97j6!zu)g^WnW1tQ!YO5BJ3o=<C2epwx>9v!r%PWT`Tgh*s<?r?V9ELx{K1%GXR`
zJPrq?L0wz4seW$(L-O*>jE-{sJL$ytv+Y2b+Cpgt@G&5Ja&t2|f!#PAs7f3N)8LIp
zOIDnOT)ZF=)NIsv*+L~~cSOD6bO2C%krI;>1HGKl1&k3!s>}(o_92}7ISd1EVQOL%
zKhb>Qu9ffbCVYXeg;U?ro}#h1x)wK_uYtnzRF^O#5f&H9tn`=!5L?nVS|JqIN#gyZ
zr=_^#WqW*%a7Krjtg{`z;KO<w0HTM=PQI|dd?1VMlEANHW1cji#|z{`KmaV8>oyM{
z&{wJTkRU_4)LJy$<}pu*(FCLoN#HqcT}*o5)oG{0E43E6!vYh%3IPf`?zRM>{pe?I
zwwgtXQu`Q(Pt2V%<}KkfDh9bv$rj*-o2hW!#k3_TYvp{4Pt*CbLSti7$z@)OqRzFk
zz-k@PE`l`s7vh_pdF*cqNx)M9_&pYoE>Hw$Qdrg5zYbvYMnY?hl%y?o`<r=<vqY`L
zt=YnkK$QuJq@Y@%O*q(n_S*6ALv8z^383Gi1>XciuUh89@d|hu8kDW;ruZWnW5R<R
zd)P`m^*7N9?G5HX8k650!_`@{G8Iw3RqS>#mna3K**dbGOS5hp0Tt_HYKwW5Cwzse
zAM2)XQf1p04p%lWLM6DJTS>cr-7`M@E1(JN0^))#5|pN2k(cdgE2JrpZyv4)6R)>=
zJ?J&dL^>zAKVL0w(goWM@}PPhR(?A~Cpo|*Iw;`qsC^FfsD9M{3DkDfcigz#CLN2b
z(o)zexj*E0^S!>*=fqhXTD@+jdpP9eaM8~k<voaL9!IPmep~gg?)U-4k~eq%e{m43
z>7RAT!~kYCeHcbnYaeqWZe}(ZMol7JW+GN1=6^vIM@P4RL1rQ*A{7`$X$K3(e~9IO
zkQk9JpBTF^7rQtsC$|I_x0ooGI47%w1c$g76FW1vuoxGMm;llLzYD^@h2+c~EZwY#
zSXh`@{!3_(XE<8vTjGz--fm^*eNz57B$vvku-W@0w^*nAmCbIF-zb&NE|p(Aadb>+
zlE$Hbi5?I_Mt2{8XehK}L=#V~uDKcp4W2!LMF;PXx{4Daq-krv{$(0zx(6F!y7Kw{
zG99t|$a~87nsfTj_v3&jK7Ys+eK7XB?1F>@lz9vgNLLQ5D+J;~ga}grWh0DV4hdg?
zoGOHB1wn5_YX!d9=P?K25$G`o%yUSUf(H`OkL<$RZ`Z7aO?&~;SpkK6q@cP5-%+{C
zmP+XveL#?yOq<LrT@U$`Oq+yT+J<>W+M2M1H2htVphwt_iiQ{%aulD!t58n}m&hyc
zkaz$fcFNeIYBxoD#+MvF=Z#lc3KMpDJaUVnss5YwPJe`;x&#ZKGMS|M{E?x0bTJOE
zq$V1hcu8EQi3@HyCZEJBbx+5Isks?WQFGQf(&z1xa`ZtJ9};CVlS@=a(GJ8AEFA;m
zSu#t`1YQ$p?SwuRh+6>X5Nuut;}EoI1aAij<TXmEDLDzu0A>a?fyja5!ggZWGZPvO
zj0eUC<$-X6JHwh|E->vI3XB3q1*L$HgUi5TVm31QPoNOBz(A;tXn&5*4fF_x`V5>4
z?dAUE5knl_Cf#<AN1pO$LzrGl2v|x3K8M>W(}a`02d*Xr-KO+fG=H7&Z?T6mCxAh#
z>AfZTqF+4k7ZFaJY@p?#yMwVD<cOn@9t8Bl5Rfg9?t7uSQ_ulNOm-%bNh??laE0PU
zlmiNS6h-7lpGO^J6G#t>HH7?D1PHJ!$RYingHb3%xU0~-69kb37vvms4x|(o1<(cf
z5^NjB$8^AE@oYZW7$Fu!&^<C17a#~39m^)D5CdZRZ_*jGgf^G)%RDU&!hNZG*ExM1
z&`978&>v70$YKO3{Id-w{5eNs0=htPp-o7CwjIbWL@&an^fAIjK_Y;bDM;d3I{ge^
zEv8PHuTJ2SsT$ZcE-#R(nK^Dj6s?L|N@Ppz9N{kn8uMsE8X$@=V*eGS3;^ik9!Ey=
zm0hpH%>R6f7eem2Ywuk*DHgg>N35#WDl8P_F7O4|OS*hcitQ3}U@t(^6Z9B}0lzD^
zmwv-mG@;vpZVKbB0dELL3>WD>X;H30chKd1X`4BFYh!u@ZDaf^%tL1vv|U)e+BUr(
zNq0A9Tth?vnjVe_v;f?a3c0=@owdFhWE1d0C}^GBzN(wy5M;GXjn0;PVZiC0d~>Sv
zL1zR-)C9Yxy}#Bm==~!$_^=>R_dwd9DCltk<=Kou)RQax=Yf-H{CB+Kt9>LH^>&)V
z?UzOfTP7!zr|?5Uxqgsz+AXj2{Pi#npyzD}O>GrL4uLFf(15i5XmiO@HP@8}Ttj8D
zRStUJ`@(3hBlgvKLIKD2AAv}vuyx8p3q#BHD~4^k(a+!JnlqJJuo>Aj<)`zb=|BkH
zM-TKyoJQNPPbH4cM=7^|K<pkq;CXgTQ${Hg<O#C*IJ_mIZ=1GWaQMUJdnR4BFLY`#
zC6Q(g`u_c~Mhw_>Y;WioK-9Y7oTXks>7I2#t*wldB1qyR@fLf?IGmp%gw#1pnq2J7
z6L@87DXZrXeoINq_SJrt51tgd{A<l*(*CP{%*9smGEKQ)nE?8md-7XqaJDE@k~P61
zV8Er;3d&pW(XF-2mS6u;6G+1Ad=M{bgb1{u0KyI!S_z=OnD(fs10V4PA;enS{wE?5
zdCwAP!-wy=5lH*H>-g^%t$H002K{R*IeL24-PfvC!UEn{2#687j4l1{N>!!YKDDjd
z1`v)gbRA5|bOHDkkj48|DS_#;tZqL?9exwAz389eI8{D~4f@@sno)>8WG6JYK!rL~
zH|?IokTJl+aXXEMVb#H3Q~nm%D+s!$bAriU9|=sAxqsDQT_q-rYp^dt-vzS|wdBhc
zJ6@`-ctDWCf?Nm+|JHHCVj?dq>$9Hxm#q@u0vGMUaltm>n@!6$LodBHJj*iPy+5_9
z<{JWsr2R~GR$P#@ftB`|-<Uc}Sy@V!Ajsx)*a0>kZv90!VdP;tgK$1+GJx&aRa*GZ
z=`tF>1PyBgZhv;-s*n;ilphaiI&RgO|4McPPijppq%j0n(4_of*a9-Ao%(AqoNcrY
z<NBlG3|@CAt^J_N-2<`GAC8W(QPJz%D$coEKcKq%2P6M)RdlvraL*u+=%9Jk+X3lu
z6Dyzsd_&o4GBjR+q_AkQ6be5#OS+Ts%k}Nl3MB%7ps3F)#IR}|mJg8b4Kl8QeF_Xl
z4^UbG|7S&T+!V6~dN=V4IGC%+sawPAt}qX)7}IHbKWmUZ!nOv{C}WT*!q}lNy6E<-
zUUZL%%Vb#AFrn%#)A16-w4Yf8Z-raWwGD8hG@RRXfGM!-Z~3mzK5iWtg^+|t!p-Ko
z2*kMsQQ*5(jNbb}s2<3uFu>ePrlSRCCIr6+^-D_fWnCIlDZ57ZeqHk!Y%#J^6fJ~K
zs_IEkThkqD8@i*9A+QA+a@b68&nx3UuZ+>E^+2(u0)&HO9B9pU`16)(bvFG{9*}@?
zPMLsw?tY#S`e;5-NNa4XGmi<6dfuoItQyE_$ua=m%|AMQ1Xtjm;%Wq!19>Q<>tX-E
z2!h}{PTqIVH2*Hj=nXEXd*8oFW6->@AQ^2@^|FqMrr)@MID)3%+EF4Q-l*aEnjU>p
zb<+t@XLEEH{QC17yz+568lyVkH^6W{c^UBd8SS9;J*XjWZp-x%{yTf+uHBJZrzKo6
zpGK!Xd=x%fquSX@Z=T*Z=i`3`l>lo0wW8bBIQOxlHEUdZS<$*RKI~DnVWss)itbqH
z^G|Y{R=WQlQDraCe*ikT(~=c=N=sH~$qFr5p(QJ{WQCTj(2^A$n`z044%%u-8nH4n
z4X%P2a1H2Cs15xb(D8o(=n%IAZh$i2yj58SD_|Ae0=L1Mm0o%&veIh{(f<MN`a>j_
UdAboE3^p(@GB64yB}Gq03RDu{>;M1&

delta 264611
zcmV)7K*zuN`9`DlMiM1ZL`E$!E;R}z(A34)3Nbc0my!Di6PM{m1T23U+j88t^<7`V
zNA8T40zmMVH#>GxIipEiDd}{aJU~lmmo}GN6QpJJ>w7LBmy~Fyo=T$uaBu*e`-Kw0
zJ`lmr7vk9{VU#ewzPq^kNoIi*Q6UN$+&u)j3^Ju6kru&S8N3hQ-QI5gyn8nteR~I|
z1^h}xO^Y;=Di3zYi%)+SkxbK=_RcffNaCCpaiK=w)%8&ZZ`zB0!0)H&Mk&%Lkt#@4
zqy*hc$6_7nJP%Y<<VDcg-~kT3WQniX0#(}?S;V3)0+mI1k!WO52^9g;nS#gS*t6LV
zU1RFaRw)s-4?N!XrmtLI?Z%DU_Mv|?okfXU{iH-tL`AAnymWsnb(AJ~utnjaDDl=C
z`q^ybBoF@$KbJVo!rwPp8n*Rtw0`~jCF5K>H&{Qtj=bDKEWp{vV4VGO5xfT!orGmu
z{jk}}OoX67nWu4f^})I5vk)Sxgm|vEnVj>C<$RXYR|QQ1R4R~Jq$CTl&`|-brXr6-
zmNTn;XMk`Sez1SLzU?aOfU-o0@W<LXXC3ST&!#DHl7u%K83Lm+><=v+D;;k<v>i|G
zHiZrscRnFMKzb4taRG9cQ6c@~Z%l8zPJmF@ND{?L$&x5506Q+CSfpMnktf0)%F0jM
z&cK|mSo(t`ZEj^8B?%w@t*Jh5R36&SRXt9g;Eq_6)x>{s9KJKGSeRa~5hW9tYf!@Z
z%D3fztmpgh8(`Sp6W`Vy%^FSH4D2`kE~0M!h%?=|9-dhvDHTzi$8(b2wcXx&;h5eI
zt8{?P>oonpq_Z?kaNa~@k=AIE@Bb7*3E+1DP*>!^BOx6Ftr5KrZdbwpySth>rpk&a
z$yK1ia72IX4d&Io1B2c53l|wjVsq}<NgBmz0+T$_S;jZq9gvGcgeSAxs4V<w_C74=
zcy>4`A_bxmGbaI=OinUMb#@|-K)3$Dsk6>DD8}CLb7l31h-2G%C<0};o16?V*vSBT
zwB%ht9C;T&`j$}+fKywBd2|uF;kYFi+e!$QMFM|b!zRL{98Fg_vIzZ*k0%C}=!7(@
z8ZQYw<4b~(6jG0z{d0x&G}7^e5b<5tJ&&e#EzeF}i>!aHN)9VJJhntlX=`4Cgmm9m
z&E8YnPH1#)gtzw-6aJ#Xoexz<J4yr0Pv=W%I7{k-XkYO289rarafE>gXzbBUa6)F1
zf6aePWDFjZkE}xwv^(Sa6%j#%7Al>|NK1jy%QA25d5}$1BErXmB`Q!d=1kgS)gO3f
zc&H)AF&-zrVj(G9mp;CN4ALx0MY<G5e=wva8Mf#Oo{HL>7>KgK5k-2r!aSxEA-~f{
z5-3poiPG|mb$fFBl4~i(WGZy?6pmY?Q-FU^+Pd9W7BZ1z+{Z&jIyx}s%+5UT8vTFC
z`T&N2W{_v2T=U#NkFcr%T^@miw&5+qHrEdDY|kJz5t!VQ8QFv3XQ3itIB5k(M)3AZ
zkeSl`W!3mJ`89$@y0Q?0$%&qa8yEtvfvgG7luwY>OmYyQQy{QIOM@u>n|BZ~$yk4^
zh}1Ehb2*}(Kmw!ySTF@`HN`KXz&ZLJ711>gD<J`LV$PBzG*xZxYyT9Pl8`Jjy6u~8
zC7wAgyn_a@?pK+fV$Y>F2$C$!Q$3Hw3@{CkWI!Nx(-XS@c^D^5Wl8}N587sy6A^J}
zc5E8Bq70eNgDc!T##f{Og#;4f)!Bbo$u>Rx3w96H{!qi;m_BrzFiAR2!NohvpwAUh
zWlIJ_TEu5<kBZPK6lOrQKLP|CMld4vJFto@k>P9O#`DMwUh3?wZOU!im1vm+8IF)b
zo)-2t>Sc6Nazrr}fnsJjuy|oO2=g*o3o8<GFVuhE8&{I-oP1mVrY~ScXn21B!-QhC
ztIT~>qee5*DDHRGqb!06aB?7DeRQlYB~_Hg>UkJN*UbuV_i(+B8vx=MAkH{!N8X*6
zIHR>;fiqpeamUgzwrffbfW8R!c+Da$5@Z(D{p%2BFeCu{Uz=PL1#lH7X+$V1w;P;W
zi!SUH*uDTxXHTZtJu%=JjSzne(ag|2bb3B!+1t?K5WePHfW>9a;@p=h`0?3f{cK8>
zmJzSG@;U`{f4*C@;ZY)5hreRr#+nxc;|7x=#YV?K({b-Z^V6xWh!`k`sZ4><@Lq4e
zRDR=Zx#)Eq5aOxe0*r^QJ@V|etv-MzFM0Ljp=wMtb*uBz9ZEcv#V~(zgG4<1vH@qd
zPmkb!3AJP^HNQ@v<X5AM{D2%Qd}n(!CyEV4_y&9#lxqF*`h}45IJ}%H#CflkBv1wA
zFH6K3P8JEB%;GdYf4dAe0AbfN=mAiuQD`A*^6(bBP7EvU_Kqy~=zY91^`&=C>}!jJ
z+Zyd<bB9z<D!G|u-Xnje1xTgN3!N}YW!Y3910-7Qc2o`>c%J;P?atJUYbZ%m>fMyi
z=wpeBWu$Wd;Xy{+eS_?wkL)|&WDgt=R$I9=rE9hdD$Mbko3XI&C`aX^$)#DiYwOxh
z*$ef{GH<F+14T=KnY!kv=TSPJtht6r&lL^ogtMJL3Hl_XsYrjcLp!+o3AKf6=^UD`
z$|D}FY5dezp+FnQj>${U&1s2pfP0%3F#)M<>L&($Y$j5bugMT$H*~XB3x=9SvI7f3
z*KQa}xm)GryKrjJX{dZ2QZE^DKhW0?MxW{oyn*{1G^oyZmVSA#v&*J3kRbCiaK`m$
zyFNB$P}II+|8Rd0WNCtg69CDfiVjzkrW~(1zToUd`>A!jV3#gkWDtZLjSsJg?(1Cd
zscl1VSLnN71tsH{iI7F3xx$<;0f4_8V(%+Z?O`-03<h8h_KP{5u!6(|8jem=Z!H9A
zc${Tyot~9~^Nu1f#1~$25e1W(F;L+H_mV(i%kZ%8+Tnk++?h#hg`H=zQ!#Y2iLlW=
zqF|T6W1aI;pO2sq?x9#{7>r-pAV1a)&Pl!jI{@NRv0!27?0%?CcU5(M#$YmPvI1B*
z3$6@toFf;1e8dlt<BUE;W>SYg<Hx1`D-3ZTl0oDpYd$oVR6YOj0@ok{GWw0DLM24<
z>|Dr9;^}_}uZw|dQG|@8&$7VDUlceT*6s~ed3azV*?xhvRgU+KSiS@r10MD~Pb<L&
z^SP$)0$9P~j5{&y14K4@4921Rd4?y4__owl0!bI*t3jPZvc^vUHPB5-7kdAj!BreR
zDi0y1@U6F8UN-Kz4si3Ybs*)s4)FA>NwWSm)2x3Pg)h81pI>}l+G?4y*yQMB0Kl&~
zwk~-=PK4uGhyK_ix!?uNFl@~l`I5I>TUUPbp&gpieB=39qFZxUq(@;~9KU*62AFye
zT}FR6I*)MvNa4Mf;rC-;#4|fn+M};kAefOIphZ-^#K7RIcZ`gpHXYj_eS@GI8h@>A
z_Ej%q0sa@xE5g5-<|Fq{v;U>M#D>D<zu^77^a^EeWOH<KWnpa!Wo~3|VrmL8F*BFJ
zD+D8#9~}t|vzZD*Ss5}gH6Sn`Z(?c+JUj|7Ol59obZ8(nFfuupQS$>Rf3+J~Z`(%t
zJ-@=p6AeTR$>F6IyFi>YJrZ||*ln@9-G{L_mZqjifuxdEfBk+JFPX9_bc+DiT%6;(
zulN`Kg$Ms0;Fnt;UU(O4`2F_9)$NPd@BQS$_uQqo^e=AjFH-*^i4u3IqKn(?;@?hi
z`JdY#UcZlm;UZs!ZUj5fe~PBkmx~~EemAS8tgNZOx?F@|=;%V{huRkF%Y{<P*_M|<
z;(We@m1b)S{B3w9(~ZVcUicGNJ-*+9&t9m=P2-qv@Lfq4C>v9}!m}giO`d0!$<~H%
zA9%wpmVuk9WqW<o;3uA=bC)jB!shtkVCg1_-+uL*7kMY|j9~Npe`vHFf8)bhfpT_L
zx#KI>CgUN^KdX`<V+(}VzTDS~#%_%~E3@^gGL2c(JH0ae1>WTC?Yo<P_br1XGdbP>
zAQl8}>?7pdC|vUW@5>5+AEtmMyVW_i6GBmnC`uf2={tm_#A)0o9=ZtA#QD+g;esmi
zovU20aF2&Cgy%e$e{o%8eB8~0uHbEB$k5?4AR13Y6!!(V)iyJg$@nRnhqri*ecss5
zmr>-v(Yi6b;2%{{H-@hQ+l_$p^Co8ky(2&xei8sTiU9?`c}neT3y6Y&2yscPR;I3b
zq$znR;UOVBP`}w2UND6779q`W=E?G&S2JQ{ODl&Fc_d68e<_iN90@e?B$`s+cRtZK
z^<wJDwcsjL&Ud<asHH7<^I@>k6KM1P6xw`;$-JoqQu~#W^WZT4-2r@=rZzm%Y;?n|
zp3Z9?$P9CpDY9O`@Ir=nD|(W4<_^aWLx70b)BANRq)38=idhuJ)uGT^yW-APS8H1!
z1BD{v(nm5*e`Z>qr2ZG%YzDgqP7POw=Qfu23LFs-cDTzCt-**)n@X=5B*_WX-tP;Z
zBaXm>t+a(nm{;w3!&?cbf~;vOd$;dDy|47v(BiUsct$9sL!sPC8rk`Wa#Pgh1U02|
zs3|!u1a_6F1?uf9^b|x2-Rvt8dS2w*>Dt!Z96$<se;w&1M0y@GHvXcpX{!B-Nuyi4
zYsCvKVM;(ohT&o*<71k|Gf5D8(KL}xTz*Icrgni0lE}H;fat>)gWBZ=5LR9pogH|z
zF1Ml!!*Ha@<HSvaR;zvDC1b@0&14z2OLijQ_1e^Opu7~IU~>>=`VJ{Mms@ngp7Ho_
z(Y8J?f6hba?WZ?C@=mvxDQs6iaPJpuzMv@)M<|lAoPkY-MJ9?ZNkOrNWB9y5v*Qn1
z97Id!W(Pb~E?{c~a22K^<m2qS*7O+AA&w)a@ppp<8*U4Nx}D3r&g>yH_)F)ytQ(mG
zDIUZg%KR;l=n7yXTiqjsSmv$vWCGAPMR(|8e?la+5b#@8f&+&(mOoJD(4L~Fny2c0
zCs6UDS_ngp%$*=|lc=K%otcfkvyE;(A|!982n9$foNXYz)u3b9KI?#gLYm+u1J9dO
zBd@0Jo&Zg!VQ-(>-8VI8NZm@vM>eHOeAf%(F(Ezof}8!eFcn&6aq9evq+0^Et6FG`
zfB%v}8Yhgg5EZEf<&@`h-i^!Q-OJhU4*bZCVW`DfwJvM0R>B<g!_>PY<$B9_F2>#?
z;wu9*P|v%)hvGVzk2Scw*LfAcFw0gVZl<muDmM<|`2@G!i9Ls=4hayIf~S*=(f%tQ
ztD6Q*pfK>9cV7-<s8!NuOnM>0BZT`Ee-HVQL3;`y@Xc8O@e}ZLyre@XG551jiIwX|
z$yrF%Rb^0e=ln2vq2kFsoI3M;3g4&ZzYl!4q(|V@)%Eoxnmr)ux$pVWnw*6v2;|W9
z)RCD>45<K(H)L)h6cN8E<5#u#MUiv8dRKyY&E|=y<jl9nDfq9Qv}D3u?er7?e}Wj^
zF`Lf61=9w+@H1{5&S%lsP14SDzS3+xBlK#pao!+ETOtj6A|>vbv@HA>^!IF)@zL)8
zl2?HkNZsIA4vZM>lj&`~X&vHwp&R%5^0~KMfrJ5bX%?Eo*gx+<sqZF9rv|nUnVGt=
z@{v7e-nWH@IUs6L6fTu>voX7!f37m={%b=qi+0i$59BM58N%WehTm>VAW$F|5y62E
zRs)zgLrdqQSh#&8p&aN`JT6EirVxOE{od9aCa~uqiL1|oq_2=oJ1E`Qt<8bE8Y28_
zqw77m98<tuhVF8{ZX)QiJy>p#i!dl~IO9dpd=^&jQgvinZ}oPPHas^<e`YI@f07a*
z>ouZZaK*Xv6H-L^M^<!_LbpVLvA|~^xKIjNGaa+$shGm#gOzeqKNuQ=lkA(i0L8fv
zX47vL@A~Sz>w-(OjC$T381dgttH&sHqj)wSUt2c)O<p#yIE3&~7wc-saWc+k0Nnp4
z!dnAI<gwTO|9W)b`!2Y#f9)gQe{6#hlMX3Z8Xn*@J<nYKq#rhRJBaF4nKhqL>Bq5i
zqx*<lZjt+VCUJhU@a(OYb!;4fkM==VdTlv4VA#!{rJG{!WDEm*$S6?G_ZWVFWgu7^
zyV`@ek+Ug$h-dFOD1k2c6fnU^#rD8+YYifq7=i6suMRGjM)6<Zf7XSbf6}c(`_pqM
zB!+G?iwm1!$N?uB(FYVBg>5L}3ct0LfG@>iXl9(8Ko?xT*|Xb>P0c@76>-~_!lDer
zk!^|UUNn^eVg$WaiKesWa8u*~kri3F<@Oi6w9X%D?h5I6&PVh4Fj@hZ!bQIGbWCj-
zaezeLzA=YK5wytre-nub{JMiU2htL!d)YmxZEkS{+*EytH6q9lG~-0{V%sXqMX+q6
zLdTQ~qAc!HEN3X&!1a3r`DrLBe<TB^@<S197skW<kP7_g^FxUXU_2u~bb|0tgC_)c
zX?d1vNZcUm1i`M709Hl;r)AiMi}1+db|Nnns7~*g;s>d_e_)v6kl+-I31g`sayB;0
zT63o0*=t=5%)-Gg929jqO7e4U$&8SFx-`y?!iw-oW!6ll#5gUJKGOYR3J%LaIjXSU
zjIvx){$}VV^A+kRoxyY27yyth5mZMY6Mx#{&_dZpW1g3f-brJX#nS+zA{g5U_DC*z
z7#Pp&s^Jbpf1wp{lL-slTVu4pLCjT%l{kzs$~+ZAR=|JY`#v2+1_j@HdV?VHq(c^Z
z$_;~~z;4q!lyKY0Q$pVjLUmq1%eL7))!IDR_&|nhy|tO0745=ro=8q$?q*7vDN5no
zgF{5V<(^{qFveK{1y1z7D7qB7+%9xhhgIH<Vhr1De?uPh{ss8eQPd~LgEq(Wxr<~)
zzT_#BrQ{`{A%+pgu(3;-Nc=^~kBx_d_sTJ|{%VR80uM+b44)>2zzyO~Dq-#g_pTe8
z=iJ=dT68mXH2<v1E%1IL7p=|F71svramvX-r>!SI=Q4DauSSZfgEXq5P$IL~0BYZe
zAd)FEe>33MkiuJG7Ma3_hxSVhz8hJ4Tm`|ym~Jcg4R`KHSQ^eCKtBf!M+$a$nC73}
z{F_PwfsvtY;d1i#y<H>WJfZcJiXH!vwV)EG-Y`aq6ceX{s~TzVbWNEFY)hJy+R-I#
z_t*-6xkmrj%IB0t!y&R-;e!wpo-}jMzZ5?;e|OvgLonr*l@G5BT5G?PcrVtkrl9b4
zV+)NyP@eNmmn06-lrF+8a;J689nC+(yHhF{2kQnP{@M^V;0}~gr>%RdYuP5dC^MV!
z&_)mPLhT_!v38|Ngv!z#dtJdY5r!P?z#|jyEQ|agr82hO<r;6zVK<Rh5sQURLe^jN
zf4Bf&Ir385$`@o2Vj@MkXyiO>i2&f;guJs>O7ZWF=|W(qsV#IK*_dwkFqBP+#MoH!
zBu<-Zuc#mQ_rpmR5kRcKSOQEMF8H^Z)=GYokScyo6otV|trP}s()*}LVXdH<upq*u
zPn{KV;T5?R@VXAn{0yMHJf}LK1id_9f5P=<^fVA;@EA`;$2B~8&g?6?AjGsY+heYj
zZTZ7{0rZ2wjZ%UBr@sSlL`l?M!36+NUKbVT%l3gUUrku^-KUk=l{Gr9k@GkHdAVtt
z-B+()@64S6$JvFg@9$lEzqW2>UcPD$J2PHigML|=m!v5tfO&N3Il@j&3A@m-f1+?n
zS%}XD-PT@32HJG`_Yr78;kFu^C75Dpr!BOPiTkG6X9w0}p==$79gnqAgOw{RAXOH2
zb#n5d8l{<KWiKr%UW3A_ExOCP^Q_Ds)reqtCjryhVz!bOi(+c<WEM<jvXo?e7ch1m
zvQxm7;CdDuVOIWZtFmY<N<7g+f9b~w1Nl_*mn%@mRP=&lRY?Z^QsfOx?~BY-Ktn~w
zn1HEG$@ipAgMKiz_O;<pq&SYwkWzu8cWhCRECTQaEtLd-QmWtxl98m{LF$WU<Yjyc
zeJ}tfFEm|^2=*ukOyvNcb3H&M&5gi^yJ^0MH^Msh+cF(m#6M&afcQIUe-yxGXf4G{
zXHaTc@rV==Mjk?p!t^yykbUJjb)k1)3^elnJ&($EW83DygFA`{7QArV2JCpQ7jQ8e
zYerV-qceAHxf5<TE_a$LeBlEDwy76_>L9fcVZn%0eUXC`5lIx>>Iy!@1g1ok@5qN-
zJg1~y59kINw%dXm18zn1f1vrkXG5N*xmZt)YC~|VBc_d1i_piSw58TG5c{4|0YeVQ
zDKST)W#GKw5mw*OAZY|2<r2fCG6yQ)L-winAlVPRq9}{SzOdk2Y<Vc?tGtXH-PMQT
zefVc(fH|fsCBY51l2Q#=zhMfsHzS}ks?5Zam0I$w`~x(b+geN6e-#YSb7UTtcSM3?
z$2D;@HmHYkxs>+}SH;wW4QZ!Ag&hveAh}Vk71n8iK}iqrmaWjF@;2yxfkzTlJ*u5s
z?ZteCu9YRMUSJ@%C_u#B^PVqzyZ%ij9@q#KFYi(;*x`BwP}@5Z;vg=~tS~)Z3GD7i
zN$anl)UI&k_jzu0e=%v2Q?5Y7e#0>w3I6yF#j$<Ri)Eh;BHD>t(vRY!*;&t^6d1S<
zXFUTxdS}<`c^Oy*Ue;84|Jft1bOuy`NmJE6pQ~{1^uze&5hnrn)y%|_dLr?Mg2MMt
zg=>y5cB<x2#pztb7@A!|5!e;9b#o#*qk6~x`3$*$jteXae@b3>E|fe(oEM!*;$eUK
zM10s!m8<$72fI;^1H^OwH$#xP!LkdBJrSGtqN8XZj<kL(212{4X1M$yJ;G5*Pq_g&
zBtx~s5vByS9*D%c0Z%pO0jVh@4FZmDADmra<Pf=fO;gb@-NNEK5d#z(jj72<gl0R}
z%W~)pq%U6_TE|$$*H4D<qj-{akLh|w1YVsgC0>e@k3g4IrOrsMhs&`pi#!qNFp(Lo
z=BT+t3MUf#rd%}RvQu2~NRQ#zqq<(OU*GIFh9EWAwD<7N?e90YFa8HsF2HM(`*21C
zH8VCgml1jkCx5)VbyQSg_clx^2uMrEfJjNq3^U9O64D{v-QC@#bc>X<w1{+f3rdMd
zNrQlNcYTNF{oeI`?^^Gl&-%?Du+Oaf?0fHh@3^j+IS>#S#0%nuz!4xA2!TL=L2wWX
zg+ze(KoDLyFA9VJLHPKf2oMqkL82gF5DEkZ!@(#JAb&!kNF)pdfq<ZJFoX{m0tG=4
zC>XF1PzZ*ifHg1>FO(MvyaNaE!lAryKo^J?35G*J5MV!E2nx6z34-y#kh~xW3Iszz
z9+Ut!K>1*NASeU`ha-@@xKJnvj)cRJASf@04~l{THo!o9a1<C=0|)V;zz9I#10f&?
z1RSsdgnxjckiZ%w2!VXq0*V45A-pJHYcL22gY!WEe?dq-6dZ~Rn1n>aAM8Xv2yhe#
za2XH~Fc1t12z<P}fSnHloDZ-Q5D>s(7~(<T<paUN4*~)O0z3i)AZ&0LARu`mxbO$f
zNEqPDgJvXP2K+%Y3i9B>g8*FeJ!nP&G3Ns`qkq7_Vm`!!fPjF2Hy_sW0!}>$@CT;=
z0SbZO0zLx5gPX_)0R=1uG^2oMf{@S$0dNqA=Ys$&c+d<3f`fd}3<F$1J!pml0Yp7$
zhQoP5s0Yn_5GXF{LGy#ls0Yn_C@7E$fPesOhJYVbBLLGO;0N6Z#KU_J%8?Hz4t~&%
z1b?=NKpxbifS5rb5BgDn4G)Kk0)xR2TnG?66c~a85&=jF6qpzOkN`kZfnlhJJ07g#
z15OD7q{qXlKHQ50B-BH~0sa9A2!tF01P90zz#|9{9TWr#xCa~tAn*ZMh<I4W3x3Eo
z<bwnQ5&-<*EgZOp0*0a<@)nSQbx;_PKYtJ);ZRWcgKI#>p`ZvbumzBEC@2yL7X-*T
zAjm*0pby#43*m(VnGWdVh4KML0r#VLVSrX(b3lRvyFq}Xd5Aqw7eEM5yhtFoAV4yr
zcu^1e4rC(=2ABnu37`)KMLbBrIvDIB%)G$9FgP5BD<Ht5X>I0a1)MvNw7IpVm46!$
zWjK$hwVSJwxr>;iy_2JZxq}-B$s^`y=jfv9WNd2ABW~_tZECI}CCVdb?qCVr3<VB~
zN7CBP&D@1Y($3h;T-@B$(d=R2!#^cs7kgJ=qyK1d1@S%z?)DC@4}1P!Hd1miH?uZ%
zb94bL5dvPWZZ77=_PAb|ySnmrG=Kfi0#@SxB};HqRH^mBtc^)@oqMG5$?Zuo*(ZWt
zqhmsTVqj5UQ2$#H3!)8%g>MltH(-bc(d#kbo)QY2FufqoCzDold_DH%Y5&>pHz`H=
zIWdg|RI>Qr>Dzsp6F3vp%x2Us2zp%t7Frwjhp#hcvL*9H!YOFu(}TkC^ncIzshW4(
zp>8wVX2`!gO=pjyjVVPV{6*@pf4b|B*J69XjrXTIuI&dH`4ET!f3;ov#?06Xj;B%;
z#ebX_4o@8YvI1A@zK6d)Xcr+pW1=ZpkUS*}Y<4bo+b<UO+1hAcd~?2a-rkh1cL!>?
z+p;2T<C76@E@!~0vlkoPgMV0_Oc<V$_@AA3WFz?+uhhHbX{6%V6m4&dle4eJ+FfLB
z?vBk-ULGDAIK=V&Jo?RUdvmBBupW2n;=ZB2{);><P7BJ%8+udjjJ@Fu0hICmjti|a
z;@qjWc6OX;a#y!^RaKC2n5Bh<LEx?XKR-_LjLb}YER1ER>5XIJgnuII{f_$p0s4xm
z?U<^z8qb|4Ig1mf_Ix&VI*t{p&ZoaOX;Q~mUHB1z^V{WfN9nYjAxoJwVajD1*x1-r
z3_^Dos~g$A1Z`DXF|PE{eIZ2q?bqCY8iI&K$7>aZZ%?v37l=idVoy#_y#?qad%-a;
zHOn)R&L+T%VkI(yx_?EK`LFOT=DqYlDaVho_UE@!$pH=L2uHb#>np#g+1W))2EXme
zviT}Fb?jg&4}v;2EiJ9+`EC!`mhh*zkFdZVSCXyiq2b+Xd|;{Oc8AxR<y+NJgX^1|
zn(vQ_OZ%6dBHT;AU;7sP9D=}T*KBUR%TB1^b8YSufo6g^mw!fgyv2iK<Hz@!rj%jj
z+hNAj#aqn**Jt+X>XFjpFsu39*@mgf$)9imfgzM9lJ?7&?uu!IieTc4JbHC|GF-tg
zvf{C#ZzHJtKCFs=y35ha*K(r`tPWt^_gU_Lm9Qx8L!m(6SHgdHYi?brRQk#{+fP*A
zpaJ9>-XkLZsDD&kTvb&y^O(ia#?Z(#QJ_ut4+{&62NWznz3qnlE25p+rVz&Mn}z?s
zvXuCHgm}^4SzWVh?qxg`T&DD_tiE9X)}7?8EJ4aY?QSoBsz6LUJW?WH^5d{!Fuw14
zg*Ej?CZuSa-!#V6fFqgN|6f%9>iGCL2(Rb;Itcego_`$6@!727=*WmclgnCJ!-CI#
z+c~#ED=^UdC{1JJ<>dvPteJp&UL`Z$VcV}!_$tV?zp^uIer7_zy&lr&rXMa%XfbwM
zl2nIbq_|}!Krb95(LyE0D)wNxhCCjJ-=SBgs}KqWwB5HIpC`C@cnApy@&=mvhymr_
zH?%k(Q-4H-i{>624f42-Fj!d>6&FWJPr0KW;Wf=WeAD72w+-FVkdMZvHab_L*3r|W
zrJ*4eHLIDif;G>tn5Gn2m#A(1{hs)-59P_9l^~53D;lvIfI%uh9wW~5Sqi<$I{owC
zUk%#|i^**Sp<?al1Sns5IlTH)Q-YSveY&GIPk$!}Yh1rV7XRAuCFkHfM*rz(dY4WA
z4*5Y$bZ<|-j53W<hlW>__}pAvk1*b<l&G<hbuT;dWjuWxJY%P!uKqc1bVE!ah<nKy
zNxQwhEtErOE#xGbKV}9+@$;uE6q|oG;&~0?vx1n~iTPw6n?WPJR`TP8q9pSj8Zsg{
z2Y+$Hd#0r~MsqA<fY9)M+i4|E7~f=O$_z)}I`t{j7__Llz#Bnr<mcz77d;B@5@&kr
z&NXNfWBi2Zr%B%$=q&qd39UeFZf1$v7bUisxHzT({KvscH2)%hm)r6Ap6$%o@y#wS
z8ge8@d{$z^!ay%kR<Ul7tCcFVGK(oxVSlGG6XiOLIh40{5JOeP5Or5`+Hom?qP;~U
zUU}|i3i^_BzHKl9Q{slg<Xv0lBl_OTj@Oz&pY-*BwW;M;619|}PqM4r4}UTZ`)ZDO
zs5=;{)#@{kAQt^<+<)WY;eGkS5!H>-Br`WQM&DQ^l4vua5G@$DhK-Dl#>d2b@_%3s
zY4p218W@n~Najc#q!bnq$dqQDb7&yyh7GrP?xzf{x$!?0Si%~3+Y1|(%zulnRmeVU
zFU^xCC!0ZF6eGjGvu4wB+RyvAGwP3T?(8ow$$aHXM#Q@!Yma^-?a5!iNX|T7`tE<q
zCoj?WfZHmsoqbxc*BTLLQsyLYGk<Wb(rR^D#voqq>%ljPnV%G4aT+H|)&Emu{Z7L=
z1&kI9(Nv$1W@h4gYW8yQuI%Sr*vV@uwMRBAX$jQQ;+t;#l=wO+>TF~OAf9(`!|nL+
z`kyLv)>x-g#&^7a=U$=T;;}wNbyaU#$@!8ba);IT8UuT0W!7U`N#c^JuzxOyq#Hi&
zKO7>B+Gx__rX?U91I%54T7i1soC`8ygx%c*=uhqXF#5OYx9NJz?>4!YfH&RJ?dmv?
z=HWf)3q+82GVe)nu)t7S0_<QBCpbTURD){iM3Cw@OkMp=A;|_Uhkltx6`e{684@O+
z2+?38)5-M~PCh37mhwu3W`AcUi_pLTMlD~cQm3=~R!=71git9G$AVN}_XAzYFK}*W
zyv}F2>H>qEn#II0g5rV?KCgH^Qso!V_H|=~>R%+$UIY2>tFHMtQ#?twaL1$C9X=B{
z$o_KtI@-h0X~33CUev~F;B<RRkY2G6s2q-{JUK;02H^mKoY6Nl_J5RNd2E+{*%3sR
zqzObAq|YRXMfF;}l&4NNH#a9HChF?oF&mkh9M6^*nIcI8pGn9Rs)&h+eFQqO9c36T
zkJy<$Z0-G<ib&nmYZ~?^rufh3y;n>dd?^n;?(lb>>-x;|hV@eucqcax8nE{Cm=i9{
z+_kJN8wdWra2h@T+kcOU;6iiCZ5*g-YVzJ+Xj^A+*?rcWQj?hLt;CX8%2lT`GeVh>
zkwL@2Aob`eie`Qkjmk7qeC6iy*iG0Ji{5vk!1~Y4&CMI0wh%m_fp|KCaL%`h_WgPK
zDZB4a_r&k>l}9jN>eey~YC~V|*;U-lN<>v#GLs~vX0Pd~HGi7n*)*nd>-!w`Q9zsr
z1+7~oKlO1RtCWO%*jrgKVI%ufSTJk0&xlDRx-@H%B*Wa7CMP*9^fIY{ELsAUYPZNj
zl2E=K9UUFek>h$d#5+2WuOXAy>Pe0py1u@?6Y6ua)g0HINz}c4x>x=ve#nJBCV+2r
zvXFx$A&*UZsDHwsEy_*zs)|dyo(QAO3#7XhdzdWSm+g>02#%paIDlR@RA6{BDfZ9M
zK>a0@%MCk(V6a-!+pOht58~53ou9q6OTp1xaa{&gAtz1>WRc=K9(r*N8B{HAyTpI*
z?tb1;_moRz<@hyobIEh>v&`D{y0f8GWmckpHf7;%FMn-!`cI!Br-N5pc9u^@W$K`|
zP)>g}pU`Emfae~JSbOr@e9H@c;eg#gQReDD)@+#bx?T@<JFq0al^->OHkP;aMdlkN
zN;7vaSH@r!n1ST3sVJvC__I3W+23<<pY4eUlJ*nfT(n=9Seu%<Tm5@kF;!Fj0T0VB
zhCTDx1%Ksw<res$5|8mOYT@GIVrXc13(<afc<3^tUDD{TzrT&=EzmEJZ94d}t~e(k
zJHpL>ZWVR*Th$VIpAO*zcRqfM(Ue(Nwd~$>6&99FM~MUehM(VBy+YoNx$c}-V69W4
z_RF14!7Bcj?IZf0MA9e2q)gK$Exw^0eE66}qJKKn*Sr{b&4I6D|1g$^5B4NBH8laf
zx%Lc<b67l&V~q0t*C04IA9)e%iXSgNAV1gK)|@@MAwS+*mL$#u5DX@LK7k7B^d`M>
zm6D}j-{<D$4i3P3Ed}G73kwFD?anQs5l#}1^Dtd*Fp7Ka4C!hj*ivhbJfpJ>iu-Hw
z34ivKeXx0=+RCP>ln1ky-&=0~|1t2t>Z$Ke12fk=MTLTE<_>26FI4~UkO~-#m-l~w
zROl(%kxn(=+x5$3B25`8#hmV@huWUTzX?*(EDOPi<nU@X?^0cCo3Gr8ih|?S&%3?-
zEn!&rMWtLkng}oZ)Zk^bu0!(N>;<D0seiix9jS@jKbWayrK8ElZ%f)$8PjX7_KkdN
zkTZ^q4ACOf(NHGJb>y=B`1aC&F|tsntULP6<c46-aAE5B?8u3W&up53g5#@kJfXI*
z35LOHTKva3^{TQZU%uqAsmMNIL<7mFz^G5JZ!i7Yf#al;Q2y}UOjDBrtw5#Z?tkuX
zdD-}ew*7R+%zLxW&eR9hwkzkZhKJU>>WT)6ddG&#%WHQZP*DVN#Z)HK(ZSM3=;(xa
z`8l|8o)!lRSJtW(B<0!2uq2X47j|?QDwCl}vm|0-VkZ5{KscVAoDhlPFkax;$V!t*
zpn*b^WK~PlEG>(fWpb6+DDhQf_kZV_j`v#jIidhQIyOH3T;`W-a7DfjTVYh*5)ND8
zfo*I<Wu+E(s*kU)^D}W}D@O|Vd845LGhBOn1vKCa9vhk0`4NIbwYXZUg8%i@;e@g@
zH|sTLrxvitZkFq}D3x$Om-*mScrcCz8a#?5Wp(mG*1Ib>wy4rAi^nZ9<$rQ6`<q!n
z(**o3z)|FdwMuLkw|B2Wpg}0#k|bd&Lre9Ho!%J^<MZdw_4W1j_!|qH;+AzuNlE+T
z=vGZQWk~jj=cr%C-ap#N-n~6vG+e7Hr<t)+CVPbT6P7aaubV)ZPq$VJZQqu9+`Y#H
zUBn775ckpQLR%7Zor)|SfqxW|wtjZEO6#ji3CQ)=CahXQIjN+CJ#}!+37I!$rK_8f
z#}<{BB>Tb+#mA>nqNb+KMIQa-%h6+ka7+gDpq^z)Dyk<~82_=rAge9>UECKcPYD?H
z?(S~iwMJ?3Hh=l#r+Qv=G=w52`D(=~_geGF*Jn+Fo#h8b-lh!vZhtt7-6K_N0|Nt{
zot?6)6{eF<7-Jx*gD+%$U0gKgu?2K6^s~y4<j|PnYl?hezTuMj)!Qo$rc@(a`<W|-
zG?q{XhCf3Zv&`Xz9!m`~4!u62)nGIAh4P1jee>aM`~AJWOJ(-0W=5G0c{s7LA2@9<
ztiMs3%6%x1W`0M1DSulF>9)2QNXfghnCE;_%{gnw*Re>5MtStf>)^#-6>*#dbM5h3
z)BZRS`OHSPyjoZG*Cmn@qr;d{wahZhPLx?0Kv#YH7CmXge9}B?d=~$TOIzR4M~`$V
z?&$iqaf-@xfWKVfJ*8<|TU%yMPfyQ3LB^KKw`@_<F`f!I)_?7{`aNCQHrePwyGw6n
zq3RQODdd*$QBH1Rw6FSEXi73goZOo5oc<0pr3t)x%<Cys+fi1_WVynEzB*4*aWM_S
z+0ywB&pjPIlQrW%TeHEdO9=F(@TM6faD)hd6s_r3J?=Lj3clDh>4oX2jU;pU%vN*e
z*N{Z_4aIo@C4X2>U_ig{a_s1rBrdDrpk=|LoX|ENYlE~!!+RBgAnS9dUJ?j|efmVi
zbb^5fxG*rJ#FjK{F`D&?0ymVCe6X~l-RJUXEnfJ}%j#bj!`)9@v^=)CjvQN?YF>?~
z#f<BQao;D5%T8M3wNr+H`s1}#RaM6uqk*RrnlV+b8-F8Zu0GPGoM-EY=)pynH+pnA
zq-a3R)L0TOE3E&s;y50CH_FPgXDQf{{-GqaY37mo@U<UT`Zq6LHx2iBA_;VVW%-Ql
zf73GTbTl-BYc7U<hoPK<EgrjhNfyvI29CU*hR;IpPD?|ke@*|a^jiCoYy|dN?hc(Y
z@ZJ4Y_<yE9o`Hed=jZhFr|qzE8sVGw1Xy$1ISatXm8m=PZ^$VIU0wV7`dp;KZNukT
zqTVU%$XcHG&u81!|2u>g^71=|1wZdKY0wnDzj5vP8OI>(a=3C0ROy7x>Dlh={Jaz)
zL%``U;yOwqV{wsB_<jJKLdlDj+Xepd?x$0MCx4;ox5fM1yTkbY!8L$m<tOnW5d9`q
z`BLW%_090uC!)bsjlX{};dDopui@>fOfA!|;Gj9}{-G14)jK1J{A$dZyCcCQEa+4F
zdwM$P*JtaU3d0wz3+paT51x7nEX>SoIw9}2JNBD<CH*AEDfzDF_dUp?um1im=vkI#
zCVw$CH9hq5Gd4DMaXA9Q;n;q;o@y9yIb)fVYvv<BKj(|&NV>GC`|E<zq`oh5b=>`7
z#9OPD6|ub17af%+o<9a0CFW~plFO5E#b**v!h5PY!+VxXH7f`R2{F-*o}y#On;u@w
zZKU37PCZ4Vq@~3QI$!W5d<x?mhowlHp?@1${S#RU&=~)iC$O?_;&`Dp6)XLh_4kXS
zSL0~!rOi^iJO)3<Ih~!JnnT}2N5>_y-m8yKcZ-ha-1}8))kbm~iUpTe?5oFnR`idT
zTiaQ%<a{UNe-*ktRWZ9evEP2(KPt@H-2A8Ga-BwWU~j&~(0eTz=xr_YLV{UHFMp?;
zavGp%=w_&r(FkT20p6DsnoHH`Z2g-)P3^dm0#9GBrQTEFKc=Cf!Oy3~c^^)AYV(Yf
z9Ies}8k(IwX?<#0>?*~te{iXzL4EI-tCMZosAlPdGq`t8;po|*s!S$7o}QlmWdiM-
zi;|a;x6zRpH*_RhFq#{lR~{;w+ker~p;gPcq^+g(HL3La+&8zVp)%a$FxBX1_|r3Y
zUn0&v#i60fI09#jurw(QwDcl#D3$DHC?3Tms;%F;NBdBG-;67SV0FuWOHpxLi$(R{
z-a_bLj0c7d+G?Gxr$W}&`pc(iF;u&|CMyAxGp)g{G4~^8xLuzJlcUC)dVhwz2^_mC
z5@<3prA)x}-F{0_4E}CcC!43i2Q&)X>l09&e4>f5%;4bQ56u1tUDz6>r;}y62#2|U
z+uN%KIei$Uq&1g*GRo`W_jmb=iysw=iKD~?NYPkWS;sePdzPJ$wAGv~dI|*YD@2gb
z5}&?r982VnnN;DR6{<vfzJGgfZEO1yTjEfxb;DgDp6G)@aXh`?mP^ys^)*n)g(@>m
z<4jSaxnN<wvt8Q?I#`SyP>cJHZb;gini_`&8h!EhX0ML2vN9d_b(apXg?r2VD^C(x
z5#{xonI8*n1!^42Y{!?aARI5MNO7PvvlWWbUz7EzlwhGbG`z}Ecz^RjjU$<W7TIa&
z$JDkYw2^M4_t}_v;5~pw#E0GV1Fv@*I&RNq0j>eCRCV>l?`DdMgnPd7ra(BE5+t7e
z8e?23A9pvk2y>3bKnr=_)z!7Pw`aZ{^1PK+&(~zGb@PjP%Sz^eAi?Q@9oy7WM9;Cr
zBT_IroQR&r^@cR(%YT<2T{r#2h|-Dl!8M|g`@e~bJ07plu!2Q0h9_rd2XEyZTr{Wy
z=~8uw1PmN~tE_0~<cC$4Pd3NjEk*Wk>@D)lW$A%J04L0#-)Bih)zl>v(ra8p-UEnA
zi}Rano5uEiAb*<N${dlVRBr-LS{|F_NG8hnYzM#~%rYbr&VNo$m2LWd2TRyJ102GV
zPoKBgSr66jst;~m=Z%~Yxp%m4PwG0hy%;=twci?ya`TI#e~t#W(6UeQpQm?wet*`$
zo()6fpZL)tS-5*Hq?O6!nv8gp4EDY{{fwoN`;3B>{+wJ}khSyXfNOM=OQe{`ST#iq
zR^y|MS&^Z2FMorf#%5+%x}r~;3B!BPh$6+orBNbfDAwTE;^JcG_+@h>?YBj*#6am3
zb6IO<k}irvVvqJ8OAWHE4U*XcWsklXQi<S1iZex=x~@9#VMgVBYX25%Q{LFs5d#q&
zI5}}ERDsN*WebbYMeCCB8hm`x^X=x@ah$(Effv&Rv44VW3Flx|R#xLG1Ra=$mHka9
zU!fdqw6FHP41NwVkluyCHE7}QHJ7*Sj&eB5b+I4u|H7F+lJuq%ktxe=0>f-L8F&5B
zPmXe-yHlKvlp|#g2Dz*VMl#$>KcN_Tr`Y16B9Hxr*i<y4Sjk5sO9^=QU52?yEF_U8
zRaWIROMh_s)z#IHpZY6<utgA#3$?SmezsT`Z>5=4O4Pts-2n$&F%m#mN#Vt(c}eZw
z$U0cvv)m~WO6^*i^cannAUuz)N(;Z#k*#nYjf~+D26~LrWuv+Fw?DM%>X2HXVc}t6
zB>e&!AqDOu&RG{E?VC4~>POhNxm^8iv4#9|Vt;EbF|2dE-8yWt?9~n~E+10moGnal
z!ZN?Aaa?FBCjnEBQ26FxAmMp_etu?8<G3C-g-7Um@2<yjyy(-9os{na&0l!ml{Gae
z>)OWNel5{^Cg&bOdDKNcH&ganvA>PW{BTm#_KPi~pS@NC7KF_`1R<zD_Y&};UF{0S
z?te0RkMQN*K9cht9U7XTx^A5|U|{EUji3DDSSdiulOT-4?IgYZEtUpIS#&gY_1l0z
zPVycXiM@!W7q}QH8?WV+SLM-`%+0rR3{Tmu0|Ek)GZg)re{6ecpO?9h<2g)j=b)|n
zS~!f{eWS^;GVr#iU@iBOE|U&0G6K;O<bMeHr(;9sa_VR7)?BEn{>Z0Os`&2-mOs-N
zBc;K3ZwH!qVkwqOM99_@*$;ZAoMHw0!ARa~L?%H+MfH|i(&cnZ{f>X-1#SGY5-#Dl
z)Z5o)k9>KByLp(FH8t|&VcWW0*q<4Q3dgPY*p978(7+QcI2iOSORUctXNRA&+kY^{
zL_(571&zL9)kW}SDdZQ&`5y%}mX*a8-yP5f&y*Qj-<-Z&KEy7<b#l64Cszk%Du6IW
zaYQA5CmAhy{2G!m;eQ+idRj<!NTaSk_QP3<LK7EV?}oPUw;g_}b))%7=2J0!^Z>~x
zhPDCmlP-d^Z&#`OzrILeev&Kn?SJFq{)W93SHin+%1i~;?5_Nd5jN%VOSW3c5TX<J
z#vU{BSaT^9kbC6N?Tp;0EvfA}axr=P*H3?m{tT^n$$^Gd5B|irjn7F3)_i8fij#&O
z^yN!>k@5Qx-MIMp7Cr8m{tAP(EjNDeoQtsu*X>jFHyp_;eAr#%hlkEdxPM<y!wp{{
zknhgUJOo_x*`g+F)<$s4mMejBm^S!OU<Q@JS#DdF7ai#B?d|M*4IF#HVu@<;fqwb7
z688QR@js&7O;l<fDf}dn050KVfUF7t^<!smzm_r_bLqVE%vMS17che?EiF;&Z{)qW
ze=ss)N$}^4w#++dr&Rfu0Dm1*wzVMH5&LeB_gR45qYcyf+9Icvj|4MlXxWTi83MP2
zMMIHnQ5vP{>gt>epgPq+qiUGatNR}xy9lFAn>{U9_F3ZIwMSSMC*a~mw+nJ<QFtBo
z?pNudC3ejo?d*i9<xDKo1LYQcPROuzedZk&M(^g<_?0i(QSr^2=zpM4RAOQctK!|=
z^*+Pi%xW*w&{)-PnhH;hpiAca-P!Nu+?rD1(Hm=rAuTBRQP*>?Na3Nn{Js^QwziPp
z1h%<)0ts86QwCFcE^qDo^5~=csHr*mGDO(hJoj}ohNoqy_vc$O2G=m&D)g}VwhgPQ
zqB3br!=`5E#`Z`;9)F8iRce6{_iPBmp?kgRS$ltf^yo)>i=(KlR|hY>(7IQx>$QR)
ztAP#*44d<&HC*d1H8Wo)|7^we_qQ!%g?6`2&Dzy*H_iu914PlLt~ts>Tk&;mY?3_P
zp0cd+^ZXS_-k`Y9Cg|8s;KBEC>MKRtwCDJeRfx~t^pxt$ntxvPIJa^Je;bFqfnyjS
ze^k++ox%Wwx(3XXKdjD`F}x9OJ>Ov22ldj5*6#12k6ELk=4jl~ddm-ohsreN<}%jq
zHy&91OfVgg(<#+m^GL(4%PeFgw(wY%S6Amv!+$*dk!C&Ty?N8bcDDn<V&DFiPuD%&
z@ZhGs<$pd};D0G@$l6>xspoCWT<|Em$IP_N|MlPg5C{t9{h#<|In&UJ<~v<~N5VFY
zgXyTzI>VN8(C!%<3z83Sjl?GNRlU=b3+X4#DME#X$ybzdu5~=2uX6_={{NnFcVYXp
zor*m_Kw<e1{wX5%WIydP(cWm5QJ9zYAcf16m5}vMu78=75_XLLzR1ydS!VadpFYOJ
z!@@Hld+{cqV`gTNo{c=(%7E5)9^KbEa%!Nq*VasD1rC+xHke%-Ox<nV>+KC0TwBS+
zWFx~JA0L17=8Zz}_@*0m7~>CCR#riJfI@mwnx@HxK`fRH!i;x*AH05PV{MeK*UGaK
zkiH(tEPsRcYqNH0`w>xe-__L>F!E-1En@msohzn*<eqatZ1_1lkF6dmB?=b*Y3fHc
zSP*WBQ62t>qo*Ty`m}I-vnQNzKT(7f*0ctLpG)6{kU+oT_Yl2k(&J8(yYdrCkK*%e
zgvznAy6adyM>`q}A&Q(U?OE0`G+bnTT!gVk=6~V<Wp!&5wvS<7`<wYP>Vq_MSXdZx
zW793&b<YX;;d=pPjvN2eAV`XA;fL>LzP`SOh75FPCnvqDhX7*i0ZTs`i2h_&h}@{=
zoMp^@HZGdpw5zoXt9&)lkO5VWF5g~hP=3dsE?Wqb=f!_cA3x4G(d2(!&-OP{QC>b5
zR)3#)ti~a+1uC}=S9=Hj(UjmPq!<wY+tJ+I+{uY3sAqX8la(Y=jpG#HVn8oNQ&as=
z5IY$Pskg@8trwKvJC|cGF5mXBO^}CO{!5G1p)@7SLi0NLH`e63K@u6#znbgPFk5Dw
zp2yZ)e(fi;JV|9r7X6D+wyG<Z2ElF6I)8wQ?=#^}wKX?i>y0F3lXtYi2+~m|)t@rg
zCP%N-j$#?Gs3BLd_pSeRWuCDUH}lDE``_68M~LKe(2Was>T_X*Z=`4&dRqF?!A8$i
zOHciTI_kiwgOMFHZzAI22(E~u`^3dZC{@WqAsP)@zmu$IUS!XC*%UAON<YHOi+}y$
zz4f~UaQO!c4u6r9=&JBT##ZmQJ`G}wx{Xd!@#CGnl;Tj&<i8o|L@6%$JIaO^2G7U;
zuBcb)EaD1gd{)=|QEk2J7-rL_N>-TuQZ1y&IyuTx8P)&o+gJEkUh+N~O3Kgn!gk$x
zUc9`#XiNza->+6zC-+pj)U_3IMt?1<*A4nCfmKvgC7<uYio4tk6#{sOrfF`!$_nT(
zq=|g!M8TfY@QrMVs0WPR%wZDYGE#;Z2VtOVhb<Zo56dejdnJn=VPT+s+Kv#fmu@6_
z`$p7qn6HPEqqxZW*#yJ=C=yNLtrcrs;RUNA-;{2|k`Y&|9iU6VFBY5P-G5aSJr3x?
zmag;Sx8|DgJ?@t%Bcd<3Xn4eKKb$6x(j>Cv-u$!8jaOx85VTEXo(nwEQqRQ?l!*)L
zqNEf%qUUbINDWy~g5S=_s*9v~j~{&#UPOBT{kuIj#dCAl&B_!1*X7<Ezu6!?PMYyR
z=V@`~C;9+I|IhV;b}iTEEq`wewbOU9X#G4k|J224wkN|Km;pCB;yo8icauo9$VUJ2
zvynu8{u0%2IGNkP&(GhSoq4fx*=snFI~8yf9a^YhKT>jghAF_EHy^uEj}&jA4gT^4
z4d@#kX4kQZ*zR<JoA8EsTIAi<yzhRXV$WzGbR-xVND#wl`UbHB<$uamlK#Nl1D2GM
zD*3z9Rg)tjbRBj+xVOhSSZ?e`d+ze9L+C~z^D+Z-U%zjE;j6u#spju)N&xbrAva(j
z5~TkYrgDdL&}%S!`STqBOhB{0<9>`V&XE6;zn4ZrPB4V+`NcTlVWX0KV13u0dLtM$
z7kRX1xgJDYIAhqNX2z<P^7enO<^E#x^ZiZnvJ=GbX5K_o>hS8+q)O`srhC)rxL)*3
znYBS7!}nJLt>dfifJ@%Xwcsnm?9hV6rB{ns+9h8J3_Eo!J#slZEEmd1RXTL{`3Zwu
zvBDBB9C*raiPN0XE*dPt9X~Hdy~PR7wSI5Tc9-aNN3brnj0Y;msO*0!n{w}aeY0pz
zZ}#u$a{edz^d~LzKHk#Z4#L&-0_D@#gv+nY&D<LcM%8PJep~k`g=yyhBQ%})d`UUE
zDe{TkN9-d*+1jJ?P#0W&bH8gJd!Cs;rdDR0QRgR{s%WL9rSM(3-Kq-<thR;5-Ltjf
z3`9$FbG^O93~h2YMrD6<v(MFuwRXx&|FnYdhBu#`l{`+jCf3%>aT^g5e5R(Rn3$MA
z!2o|V6s*%F-@Lb1gnV<DZw~!&ZvXQnf2uk&R_;x!WD!t}s_Xf<T}Dn`UP$uj(~}dc
z^luNpUjQ0@Di~iZDWYIpj)nKttJ(2!vG7pQw?ZF*K0i4%g)V=msHh6<9LtwtFN|?j
z2+cf}V-YJ`-`Ln+?C5B3cc7GHNlg3r5$X1i$UjX)ZT40b-~7ganM9dP!VJFM+}_$M
z_aro_fMpQc_KZHhe{<N`PWoW>V-xEFf)C%+**U?0xgvYs@Y=rV^nY1t(f3+AzdHr|
zjV)(j`&0!r(-wak8oIaVkgy=nqV|y-Ee0YRf%$%PgB_2$b8e2dus*^2V^)@+>pFg+
z%sAb~`g$DQE6FJ`&F6y!+gHKZgpaYYJ$11(nm0_+<h^a&tf1cZ#Wv;{sa2ULJVP7D
zwzjrx_9r+LQZz|wY%aJGxfciBlQB!p%4w#R?{%viHrao;I{v?D%5_Mcmf{sFml%C6
zjINA1^4|t3yu1kL|H!vhiZoN?!c~kTN~W&KzukAKTgHo-$g*?Ye-|V()eOv9^lL7?
zbepyB5IxhbDtWJ?-i@dGRrZySMYaT1?Q^@;j}#yTy{awk$^p6X<-c!6VZsWX0wWl)
z`$KcSBZ7Y$+4nuM!NHi#%}Y&ISPMLQiBqFa@&>{^aPM1u&CJ%ftB!BjLy3yB)MT|e
z$uZxeb(C-W2<620uh!}8?#?z)R&kc9am2>OktjFm0VpL+jwM-^c#Mi%ki<dHm&+f2
z>hCFU<7e{0YNsECNpuZ%v)SqC={Y%p7YB@c)l7d0Dx$7SJj9#L+=abJ#n7C_0W)Y#
zO$`7v$fJ`7*R(h##Y08W6De>*tzbGOYVW#?__O%%#irb?c;ptI2JQny+esi)MYiAB
zDOSc`D5rc|D5pZFEG{<o38UQj%~ojzOx~3io2)(H_G+?BH*OUfm%rU?o!(^xCW*vh
z{Mdim;<?Yw#WmmRov3{CH&JnNa<Ztn*tYIZSC<GI+0|;iFui~m7>T5e6fY_&k{ibl
z6|J`qyt~{G${~!P%eUasa?Kt-$h>i<SY~FDrl>Q2;!9XUDjG!7_)UM{@5;&wfTTi+
zI5Shsy#=!8=k*yw>}M;ZjHt~%Fa#%rED?Vv5OsrN)Hq%g_C|ZT1Oy0C$NID_l$4Y>
z3>f0Jcq-7-W3sAnEm3+s+6X?y%9bfqnRa9puhPm)Pyb+l;L}FAQKGdN#5`xhQdzlV
z9FTBJj}K*C-gE1@S8>|E?P71#<VXhmshQdN_mAzR&jiU|mnJv<*q-2)H5XKx9Mpd|
zO?Zf^p3RQ2lABlinU2tR0E&G#BM~;vX<ptpnN$}5$RO8XdUiHTA3aoo!@`d)y3eLg
zha(w^kNN!4uN~7-f65pYLR6?CGvz+1b(8vsk3CuT31g-C$C?Qny87?<x6GNAKVR>K
zq0bpn1qonbpbv1oe4?KJc?6fcAgO=BaZ!@3ch%1N)0&i&)aqd)zamSb_sKtE;;wl1
z)WLubhE}+|tE=nrtYZfk87?U)={#*}w)6fi`}r~Fa<^a)*eEnN0rHt&<G0Y^SDMOO
zCFaUjrEPIDZSoUjrerqOF&-n)2)%){eu7j~pNRl{_`+6LN3@M`kyyyVI81+DGEScA
z<{1+%7DkGBY)p(aJ1YxIt3k!X5B==y>~I)w0)&aZ+YHu&i7@D6ww{Ufe@;(ZaG$Aq
z|5BJI)CNUAcpTA&=WUlSK(7d<47r(Wat)^=4*2lm{VwBOdeP?jb(?`>>4a>diXBaE
z>5{#Nmhy!BrjvPu^wg;x-z$F<$~v7TV}|#`)c(?5-I8>Wrpk}Dwl*(;yRC_r;L6pZ
z*RG%OnVB-%)Ho*O>uBRXqTG!13m;F??TtY4w)g5@cWM~{qZLf~6$o`Ug!?rO@l1W$
z9<fKb_3Z3yuxOZG2``ayiJHkyVbY<OK+foFee9Y5J)xsGN3xEAfzW^B`)J~kM62j*
zN|jWz5M#=?RU?Y%J`*Huii$?*gkiwti!`})mnI`{V|8_&wN9OmIr_IybM3fQt&|7g
z?1aRRDV^9_SpnkO-?y-^Fe-dMB<hg9KHK0ZKQ6~il3pak4wvuA)Dp}YMNmIw?7g|U
zSy}=STc=x4N-~q6NbY|JKkNAXLu*Rx7hw)?ArEp#&^++~#Sa-Oy=s~yZB@icP4E@O
zO0B^bQY%%DTXFhD+usFJz$1t+vcB{aq9w4bnE^`5Y}1Ja7$qJa9wd?Cd>Qi0B%|5(
zQ``4_k)lGQ&Y8eO0%}=Ev&i~O;=$qInoFcO#-Mr4j1l;=wGMycX7Sbeh~Il37YzNO
ztGPKnHZl{jIV-RGo8!grW*?q5P|I~ncP}&Lc?kg1aR|Z))<{&KGsb3Tp(#$<<=9Ba
z?|JQj>sS&uo3LauX=!0$QbjqtmYb`=pC#FgHc{Q)KB6TW91Lze?&;~Fo!V+1p-NRL
zDR2q%EY{;TrA>bz08T76L8mOt8yMe%YtWVwLqA9W{vCr(onO#r&Cu~D8=aj$&pbjS
z>}DP6bl!gh(1e=S#Iz!u*+^)kjF^d(ShmKd8zaCv9Hl%=D5)f%Ecnae!qB;Ai5~J<
zIDuG}nZ$;h>WiO=iRiGm3+3c+uj^G)@J5(1$e%e`tvG+_L#fH{5pghPe1ZqXo(ww$
z1w}&C%5=D`50UbF<<g0O`&-Wf!Gq~Pe->`9t5zHK4_w*=(=_#v6<&vz>8+~ozP$N2
zPu8>SEYMn2<$O_<9pp=LSNs0EnT3T#2$AsJ#p?NDV9s~5psSso9RL9&^$!i<lk5OM
zCZZteXG(vV@zBV~8BrQxfsRmRO}A4Yy!cHk0)Yt63{Mvsd-$2ExVb0}mcET#V{L87
z`>#4>B+7L<WfL}ogM+li&P8VK?$4S?FH8hb#WqoWE0dGtCZck>CDX}Kw^!~ji4N2`
zJlsnIHqMj~H#{-E43c{K1J}C^M-e}780P2x{K0<<zoo>-@*B;W>i@PU;9GA$J2IlM
z+OjXItLun?&an5#gEY|jZP&2;>}nhFrJI-6Gy<VXN%wSeyG|;eW$U!a9^oAzAS|%+
zJkO`CsmXe_e%xwDQT~beZHXH0n2}HpD-#)J%kFQPCd~>&m0951mN&!15bU~S*|o#f
z{uF=nXSkvL@eHNrL?c>9_>^Xr>8lhD6UG`rgqbcIll0;;TXqFxx3+aUObP$OI(+^2
zXKHpc5RRH0^`oAaw%fyjxCoUJYveG9#QsH?ab=q%^d0HW*R+D9GL6CNuYN)~axBD0
zJX~BQv*=8bR%T{ckam9KHiHdo5lg0ophJHF5(VbWQ=h~?8@U}z1^!%f+(Dgs&q$Jm
zz24w-QPIcb%LF%MCNa@(sJ#c77)!o5a3W1oviWU8yd`~eJ@hqaGP5yLkbP~uSg}Mu
z`rTTx%KEXl2IJg^;Qmh)hh|chfdR;}61Vut3H-lJN-a45c$WpZPB<5~i?Ut~Ey;g;
z3a>JB9OyY*U5bqexY}f$Q|Zf4T>tj%ad9oxL1!YXqJldvGFyPehb2?%F`X|*fZVr3
z_}w{HTg;?bE)n~WSS~HXR3w+4^Mp%Y3QEt_<!q4Wb_pNaDr)^<t%%%<@rz<Ud12G?
zSRI~=iAneB;b(i;+;vDfGZHa>aDRWlPLIKq6s~0K3n27?0coa$P7v`E#%uxaqhZA2
z0mb9$+go~{k_nr)O4L!mLw}A1%Mvl@oY)VFWlid__Ko80vA4XA?{9NQQ;B;|oP|C>
z{Fd+^qn3ezBwu92d!H5B1Um#RGOnhvF#?~Y8SC?WL=cRuP8aKdoJ6Wgk05_sb-Xq<
zHn!vL3a{+-_V#v{(ff_fNx>zD$-*RH{1(*fl<9Fx+3${K|2Q}Rx6SenjuCA?)1Lx{
zBwpw{A`ILoBm;$ZubcF~F|+x&9@m;{-@J{R+Lk!y##OiE3DO6hh!@O%pPimw8hIAu
zlr2`<(Uj|fQyP}7^yVuj|BrtpfhX(Yrf&T$dij61P7=ye+t`J20$&NY#yQ_t>dHpa
zV)=jx0=v!9Er5xMVZ|5T-!IG;v$0$m=vqULGk0~pf9reBbn4^k?tVV5c#DZSY#6AY
z@ev0bqdhs9f{?z~u7xW0F**6&%}x!7B)5LPz@t4WB5$m7Yb$OskaT}4>@YJTEbK9=
z&u1v5=`(o`7yyOY+1#mvhhDS^=zrvLNq}L^pY<&_RVAzkQ{~4kqGfn}q_Z>H$!lq$
zEy7&e);6@`-e7Stu&GTyE$y;+R5M-@^L%eU;JAo5_Ax+s?oTTMLwYcC<J)FulYw?z
z)5I&V6D^5(e5@GxS#N(tD*vq&?6r7_n)r`o$$Yo_fSvsKFDvsYdjyTGUmiJ`HNUQ(
z_0uyHR_=Mu+FY3QFF(&?EkXTJrrgb1*YjlbmtP3nW?qS4<F{=W{cMRNU`?%=;XFV+
z_fEwg`II)75j%1A&7^9e9p^F7PsMVTq`u=aNRTS`8#*}tC9Z#E0%jqTj+PcB4UMX%
zS^es=O<mLxC9(69r}6GR_j+?JH=8wy9xtlCx?&Ba&^?#?;&VWR&Qy>5r4oIXs$fKH
z1HFljx;n-D0;9|oTP$?zS(HGkTNY}R!l`3#Z*L{@-;TH%l~|{jZ@+x`(xAfA&rh#@
z)*|xXw^*83$<=?o`4)i38V25;Zf)6=PDF__5xL799j(2Yt?%#e4<!l?4%RB4vAgmU
zV#MmDyno#1Onb2{{ude7zluU4EA44)>7JzO*JY~SDW=D;CCerzCaPS1khB;5tEVNU
ziWeBupMp8Ml=z*1=cE#xkE!{zL_3LJg=YR>|LOTiYyW?~E~+W9`05&YxC1*VFJ<!)
z$Tq3^cYbaBb0Yq?oBqb1WSzs6kPm;@0cb=*^-*Kk<nvU2u_Dj)%qv#ChM`m5|AU`A
za0@->qdRO)f7a^%`UlY{F!Fzb-woT6>Qe|8#XHj3lZIbKlsINM5le7Fru&XL@!iMj
zUfqYjyAOYT*(Ka5@61|`!CmdV%t;bVSj!K7`YSd*RZjE?)2_87d;ZVA`Zo)-<(vJr
zo2ezJXmFeB`cT_>rf++(<)2-?EQ5%w6RbG$$AjCJl$;eg#+9uBVXEz|xl-};bdTmK
zcno4<V!*t_p~j7sm6grSHrgrX+B&vWftN>Xy}f_E0Hm{@b%0UV+n*nBThw#f&gxn|
zHh9C(W904oIP<e1E|VJG?;!hG9a|<F81<2@cFKk~fOt~OA;-rXqx%bO+szJ?VV#CL
zIskhRudS^7X;b%!uNf!Ic-jh9J84Xro}@o@dvR!5I)MS@1q#GsQYSj#mrmf#1tdW_
z#CU%?-^SR&LPK_0^joq@pNX@J3rVn;nAnURc|}fk_L%@r#;^&5g}pF|Q%>@=2zz1O
zH}aDrVPEY9dURhuC;o5(%$}d4M7cUZgC_}N<X!#O;eVYHLEBHoz+h-#K+nK{P0bs4
zchfZQAU3@8HG|^ljrfGk1IR_bJyNUFv2TBvHKq(Rju2_;RL%P)CwJq0xY9?T>bX5x
zc6jJ)(eAX|-Q>FAFyAa8E?Z(z18`tS@agHP8T1Kb11BC0aaiu84!e4pM&fto6YQc4
zIhIH(YwOMR;f!66*?RjacL)yBb5Bnwr^EMrZ+ogDJS;3MJiG@i;JS|gk2z7MwQzsN
z?%khG_F44G?IYbXjV8=>I1z3CCbhA}=&{o>lEA9D9C$kthb+P>AYg&nq<!99A4>aJ
zZ=h73X;$od+SuOSet*Dmq1C!!Hb=-GnzMD~N)fT1{rxG^k$@wGf$^&@T4NWA4g1-J
zAKr<=jUM__&Y61L8^}2OSrbip_Mm@&KcT*3Vdw>n%;L;@19i4ja;n@l0K`8kMw-;y
zvywa+H_y#!Bh@oK9JZ*@DdQ*vNN3*^@fASjtF(sdcdM!(G5agZv_&>EYx1mXlRJt?
z{V8|_qgVHP*}`|aOr1Ypl4LUo-z<dXE;4r8I@7Y^yo-%}`lOaQ&(wlBP+)(w#bqsO
z!<&YN2H<uYRa$m+I?1vx5~MkKczV90RZmi{8e@}_lmFU;@$ztU1LM=8rm4RE@s(Fp
zgi~}xN^0t%$JRjW{<UVg-i-BKe}RqyZeA#9IVP`Is8yM<lN{GO-S&M<L)%?%`p3?U
zHu{g{-@Q{}BXfG%$+eUu`+|Sz9ki!z!+V8f7j|iw?u*SzIV`BW*JnaJ8%b=;&ey2L
zsS@5`RADFJjvupW_VFvG$bmSyq<H&&Mr$aD4EK@6<LaL~{@!&uPk9>suK}D{r^7`b
z|Gc;wK()Y8dAhkJr3Hh6QuC9T@<elAhs}$L7OIrEwJ{~jT9*Nwv{HXTo3C6XDq`gj
zNxbILBwGmO<$XTsPJzT)o~yv2D}EdW#vh9LOxu#JP`vzF^i=Hcr*mSZs5&+>T+7jH
zIBx_LDI{dTN&e!k<rc|O&on@8Bf_y@(`ci|8X6k!#gKA6PHrs$Zb|vanMcuysufcJ
zl`-N<QjujhgX>S#*}s3n!C?AfQIoyVx9Y5A$p<Y&O0T(G-rZj7Y=dz45C~@k4#rQB
zA{c!<@A33BB|blzD~M^f{$=uy-rf+Zm-eAJ6Bx?c+S*+?5w@R6KcX!IS+4bElAk`l
zfAvr_mngnJS*3m7R1heJZTCn+GyCdC7O#7UfcidGC?0=zu-t!xJp;1HPD_J$|HM15
z?{3HXE-plz!_w?$Z9_a;-*?N4mte7*J7#s!9zX7=P5wAFH8oi!RCM`hZP1vKo0~f-
zrQ5MYO-El}LW5upOSL43lLj89Qi6rsIb(fPEC9MPJ)fQaQ(m)t-Cn|{B%B-f{GAxv
z#+OnsQ?rfjVaR{0OT0^0bMqIegN%kzEh0n(D(qb$Pr7CsLIowZe}?B(1N1Ez^i!wb
z1X8F5fTrgbLhrnzb$Y15ju)_l4s<R21ryKL>~It+(lXSDBl%q%x`@TX+?;?;>J_D%
z<Y+|%k-~v^0iFrFq#QHuk(ltt@z4i4;;yd{UIED|_m+PG9Vgt-?uk;(zP#7J`<m!z
zXpa2@Ei5F>v@(B{IsH%{6vAL);z*YL@JvdYsUBThpH?(dqwf&$Tx|;r%Z1`?-_4DH
z`_UQbCC-G6x-A#Zhfa84LumW5fnz@pzey0?xjzH9Uz1+D-z7B0oic1RM_7t`rkb<g
z`7dQ-c{G1An4g?V*3ZjJ>k6|`^_-Um=dZ*HIB9T=2I0_2>ZCta{S{!@;!KQ_9iBOf
zX;PAscC#ZEHK#uMNpQD@{cA#c0iq34A0Hih@df(*Z~DqBd1;`4P5@p5J=}yVS*60D
z4Fj4t{mSz$Y)V1=W6wPW(X9IuU!F-?rcdq1K$?G*t?FXW&OS>%(_)N5`r<t5H4U<$
zaFDLeOL}LPUPoYkY_#sU*bdap#DsdGnov$oMh2$;xS=y`KW)X-_5<CN^Xt61xtW{G
zWaCh^Y5wG>_QsLOc=G!}-x8vW>q9;dr@oF(v*&(xWK92yd;vkhUF1mNn^dCWs4=P6
za^ioYY5W22Htj{QIu#Gcm{<dq_OhhO8a$C}-QE|^m<}0hCkN6TL%B;#pXa+a68WE<
z;gOtLl>tNMY;XRR#lrM75|}P?b3ls^7ZCP3FbW8`yE@%AZ1)?}866oB?e}2+j@kVh
zc}<lUIxav$@+FNJ=JMe+*cI1h`8t3j8Onc!Js`Wmio^6VsYRCkyV(!g0|QE*-nRqt
zJ7&xZO-_=<A0pVuqsuBP1}9DMhBFDN>_QCQ3c1l@&n)<~2|*xl4a?v$*Q@>UIfA}L
zb$7?3r6LEni-A*nb25*+JejUGa{l}^d-v}e!10(RI%SU)(_`hh7eaf_>W_sr_GEwV
zR+I$Zw*8DW$o8)7MDP+v#FDjtj~;#(;;kW4pi?GGLcT!0McxU~mJh2useB~W-6pm?
znoD%Ks~#;4I(bE$EL$kYLK@xo^U;R40Y|b8Uq+<(yEH~MU+0Z@^vA?v!aeMsKLYmG
z){ZazgyQj-e6CJPR*@?BSEt5KXIFnzXF6GZIhF1zd%%sGZp~^OxsReE-os7v)87bt
z#*jt#jg5_QpAXBG%FLPZZx1NWX0d?SBUO^j`E`~BoJ%S7MH2$FYU;=(2rW|9wKuaw
zDad5mj^+z%<&3W(<#l(5tJp%nYG3KMUF<=#6!Ia1J00K*=(N?Re{CV6bOe89P^#W3
zm0QqiX{bpR8%A(|i1f(rY{Reu2K%J!su5GdfEo0?Vu5EQPSc;UG3Cv`zQ-~-1ZOxe
zvgTO>f510{^lT!dUnpQ&f=$R3JJVd6G6&a~Ly|qfBH(AE3cug~4M#3H|J4kM+rMss
z1<;b7$0_vhD4^1Pk$h%mszZN-xx#)IU^rYt*mDt0#5Q&T+j<{U-YBZMc*OH}k>C=S
ze8_vcDkj}h*sQ2q&nh=zPUAv+h}AH={LC*>##@{@YXhVFXc6#Qid!5ex`g%dF|0`<
zi~9-k$v@ovt;*N^{O*5#NyPbR)AL$Fsgw-0wG-3`i6?B}Y8xN5n>&9BH5>xq>{chP
ziPWAp+u|W{rJ}j-2iHE23kbpCFX+TRX_Tk|q$2zYPUgocm)FR~1F6sCc9bM8MR5>&
zO!uggBA({vW?5aK*PN+?s;a88B|zIv*9y9ce#~|?JUraj*B4I6@B?da?(!8*J9gK(
z*3QttKwtzLa3P{qS~h<=a+m61vBWdn7ThDGvp#U}&sjRaxlX1y+qYOClkR_G*{-82
zs{ajcmjk!aYTW+od;kLeA9*@y)Rt6{EO4<5j`hI-TQH=P4}vBB9`-&u;)Ng%J(i<r
zS75hrS0V+W5Bs~~C|prxn@Uk<!WJ@)GHtD3vM*4x#2%f>tUZ6eB(B2m=LZ9oYP$}{
zJ$pr$v?;?kTdm%X3%<we_V>1RI^aek1z(KYzW1$QQ)z>b5N4hsN~fa{Izz6(qu~sM
zB0rny5I6=vZr>;wvCyDtG3DDOYCo#KTGT|oNcyEy#s`6*qn-M+X>tCj)?*_>L-Tcy
zzYjBb6Y-$wKnZ_959Rb&BCpFTtE)dqGfPTIy^#4~2E8{)&+4W)$6*Y4pOr=D7ujbb
z{fsf>KhL1sd3dA%h-3FSL@{gx&bndqe)$bDK{L!4n6_w2>hRRTiEVe84``r)Bh=Cy
zjrYM)7i6L_D{t(xb-FaZshz3mbCSr`fLs2I;q)SFZH<2>y?XmsB#}#_50BIINyvPV
z8`sm*i|I2N931@51Ji&yWikW;0T5sI!Z2fTri8k>I*Xc_`2UBuw+@OUX!~}T0AYhJ
z5;SNC?hssp2A9R%-66OJ7Wd#DJP_Pnf&~xm9^8Zb8J_Qar`|e$KlKg;wF|?}boVX4
ztEcClUS5C1iY@)><v{-SYwiOMxfb^`Bf7+2Wxw&U5rlEXRaKSpUR%+7{zwusa&yBg
zu4X_1?O*bOOxRL27-lx-U83Y+*aZ=+uWctow&12XNX#;!C6<KL{;a{l>8yn%bev?i
z7hdJW-<^*yjX4EE^t&NZ5^(;kX25Bu4VYAGmHB@H+(Q`E4&cCSg?<28trlay<4UVX
zAQc=4Xm0s|mzP&j-8<ip)Sy#5RaFdhbl;~3kFCMCBB5m9y)S7fl`YIOx$mRjmzI@{
z3=gZ&B^p(QqD5cqpNZ5qcVAs``Zde=+Hdkm3a!a-6ZgaU7Zel#oVK|?Sj_<bb#>*+
zmg;|fu{#bVK!zaz*rGSrhPJoOeonK=DFbcC8L!Dn$VJUt-Q*r!SV*G@2d#0V5BkN7
z$BX~#c<|eF&Bos~#OIJZuaSVo1_dGZ;R`(hj;<tas#&h~)2_ux6W93gY_osP-PILW
zr$j?lRhl*}BdfE*%8?#_s9H>EiUTe4BR_v>*MNe=b7yD9(I>KNtpHrp)3BP6w#x2w
z{wbzvhP-lk(34n`xOm7(tK27+wO@OV8R7+Oz{bh>x(hx05tHPvW!j7d$G_WFns7rN
zgeF#C9~oys@0(cY-Qj%AcT04I4BO+Tw)OYSIsQl<I+?Htx@b5&dHe29VA@3K>yv*~
zbsSSq&orpjqAOkEH&cR<wd3Ps0EQ<fCd#xMz~sB$C&$Nqn~tDHfd6J@aJPkTY-DNM
zysqsOe)GXyH}hm=svSDeWE`okuEtPf?SKqCJUpzdkh@RpsMASTK1ltdOVAUBpmukn
z;F2^y15)+kf`jDt7F=%|6BU(1Y5adzd)DOwiH9u})egJ#mv?r@$ZEP5dAQUw`pG13
zZTDA@zd5P6k~?`ptqR>4o%en-x~*HQ3LQDMhd#rO@#xstW<;UoakMuFf1DB?j(C^I
zQv)w0hE6~c4YFS0V*LnyjV+ONQDGsz@i$5(=`#;^_a6tm{~q?If8rAlZ8?86m-lZv
zG64Ds29cXY4tiDcCoV1y$j?<xT4mdM`U%d9^-52yXlRxz^Yc7?R3TDzUn=GJe;Y@t
z(!DhyL?2;(y?^P+lx!S1ZB;igAY~Jr>X(ADJ45iB^f1)s^V<pXoHhy!k#a5XtvVd!
zAZRhn3sr}!8V2cR`FG1thjD*lwnWv%64~9|Es~>HrY5eGpO9<2mf`lyc-+H57-dxT
z!;(<q4VXO1H0J;wlw?{kxo1^3$ea}&7hrd-*XeOE(x#9txZL7~;f7ufR!?BPx;&WW
zb36Wy=jrYqno(uTmp%4AZ%Kl{g_%ykp-hG<UU+j<=7wqO%+Df1woHF*vl(vzT~ys{
z`LTgD2%nl4(C$H!Zw7%dxVgDW!+Bi#3iPRZ+2eIa<kMLPb8r`9RS|ugVYL_W8bTQ9
zE(L4f>EQ9!Q1ULtdXOFl^Ok2Qi9?M2quy{)|1R7$YWG^5aJRqnn7Ucd-5oEv2@t&E
zB)^jew(rJ}3jNWFjER348yO*%I$2s=>^1|S8d{t`X=!q~vZ7Z2#T3Vk_XK3e{yrUg
z5CJy-S;%#-je@w+jRNR2UTVEdfWOi``WMD5==8py!|!mSpzCzrrxPu3RmE{eUS?|?
z)8hU^ig3^#*4!cB_4oJp4fd;j*&}8E;cNl26bA9N+ZVC~J#K%mU}D}~lMIJ7g>0o2
zn$~DO6qi_4Y5dKGBjaXYCc**%$jvJgu!p)#b?5vlz=Lg{-vzWlt9k6M_J;{HR=+Lw
zwAO}{1f%!r#Jdh?s(9$UpELmdHmiZCRQz*Cy;(V+EJDTp5RD_~@sCoG7kfQ35mxTW
zPtw0ed7U-R*WG_gBK2)z??Nc`bl}Co53p%R1zM9I03H|~M(ul!_J-hcT(Yk%opYC2
zr)_hO0*$HAZ7HNd7IOSd5eGOhU$k+WS(6S4G4bQ+x+nu~UV`ua6=SA+hv((~+FGY$
z#@5!BM4l2;GEtNS5c2LWEIHEw&0a<+b#QRNtk>G;xG8_}{QJPiOzgY2KOEj@O{R>1
zkWh^8Jb+W6;n7hb8(I?Lz9to2M`dsAZUh;mQIT|?ZPs00URrSMbE8Y>RwY5habGPO
z=Pm=LpsFfYG-;u7`UX@|a(sA5iS<TYslLAcU4PfvZ3hShs^vWfcLIZ|MJ4#*0xf>v
z@9H+G#rl8YN*_X6>oMz^m;L`u)8FvSPzO-hUuU#F!=W`NRsOf74l4&M&;LesCjl9H
zIh?HY`&=8tnfJI>iru+$h=%I{iE?yRXg3%=euk#ThNd}*LB%$u2!@EtcdU>Ga44Gz
zCR%{|98Gi7d;@o@%<)euGuMArhS?M*=4R$&HRgXi-oyROtJj*(6yvsV3lS-L37C@+
zY(}0+60!=&x88by^!Owu1|Z&6#(N6m(sq6z4CI<>hSI=dy^>5dS5+Uw^OC@MV|$O2
zjcKpnfI$8S%?%9=g_aBTZH<j{1h*m^pN(ViT|W_Sh04kNe;=MbX}vL%o-54#6E`$v
zXiI;qjh;cEPlGcZZB<J7ciZRN7-wT+(Yuvs;jER32`q}Nj0~Ct37)@uataFYoxgvF
zidZIyX6aD|*m!uhw6q{^Sz!NV+{qU5gPc7*WjWiWnYk-*?}&sl3n6#2{Jl#k;t~=X
z!<Q+5atPyK^^|=zk59MQ5BpI-%Vqgx^`w6;h6v^4`uOCeo4>tmNdw=Ll#~<{D_xN9
zWx>UT8>}a3Jr8GBs_k3B{_@9po1{Jxki)2UbF%XaoE-zIK-z<B0kqH(nOw_==BQ9R
zD6J|PXp-q10nNEr+kj%h>Va_Zzl(1Jf6Y5)tx>o3e9TEa!wt1X_E!vPvLUuMHh_Qd
z@WFH5c4`U?3_Nivh&H|ZccG@HM%bT`>9`b?<9m3CbLU+yp0xr%@r`%IGMI0yskOCK
zk#H-vC|SN}I&7Q?rYn*YrHp}rp+D2!(P5p2+paU~B6a)lr?IuwrcPSbLzyO23$!+*
z$u7n(DEOqq1iPuuaDFo7`H<uk%)5Uwi)Gq#ksJB{4nNMJwP9pgc{$*Ae~{nXt^pA>
z$#h(n^F`tsJjPvh{-<UYf$@OJH>TnbARS#@G&D3?%`?@#nIK5E^V0G0->AGKnis3k
z)7Q6G9O0=@q08DChftg=7OOzU9W%PRx}*!7TwD_6i-I8K2k00WlLUlvlhS_$-vCip
z=r~GEMFoS@+a5Fn08B+i1*uY@^T<L1^%^<a*hJcV+vK*lw~wrX7US@zF@2Qd6B3$r
zSw3&Asj2zGtIL$^vwF>cGQ<$~ahe1aTL(5{uw8r&5<_KJ`SS-t(5+P_L8SZx?vWzb
zGA&314wIUi8g6ZC>%(q{o+f{w9<owosnEJX{<E{QcSY%iVWFwA!FL&HX+}V1{@CwG
zm{M+$f@^uc_<)0azi5s4jMn}AQSu9c#c;hXV5w?9r#(mhY%MSAQpJ-qzXIKQ`x+X4
z<pmt*Lmd#pbZ6leHo4J_ft{PHvi5=90^hR|Pv|wY>c>~%y=z7Zv-5wrvWOJ0yl7gz
zABW?rhKpns`<oFH9WAe*&{F>Mz|%m;(^*`6dlS{0@F#nUZLAzzns-L+Z$b?`-oAro
zrd}EqC=E`&!eu>C)z#As32k_S1e#|Ok@ZLIB7}$CT?<Rguvg$oj-jo8081Vo9*&Hl
zfrf{Ncbkv7M<*w-5yOAKY8nyiPaZjU%u<r)9`>E{_syN1oppACihos?icy?BJfMQo
z)6;>pUVZ?z`*(A*doTE?Mwcj(!@|O{)_lCRRRE!gle}s7^YIbj=HB(ti(TW8v=R}v
zGu-oY_w}_aHubq5`+z*ozx^=4_sYM!TXe7|yqALF_~_^jIm3StUGmUn(twMu*wVs6
zZr|eKVky%a6{)C%%$sJOE8aDwv_B{TY*+eI3WR@LGM(kSv~m=Go3NEqyEQ-1<QLAq
z^ERu~LIVK=m4iNQm1qS>Gwly{Z;%B?+rzaWaThfm9SX@Wt8!EsaEswmlR(HvFodb}
zq%7#Rf}G5W<Pv|@9Y4*%`9SFZ428^tp?l&4&#%0`MLPZWNtx&4{{|^{S!2uL_~}0^
zR3o*ZOBV;FRH}Gdqwsjd{{0g#f|*}**YAG4R*a`0;7%`zrUAhlm<X(Gu6#q+GZ<@2
zW7+Gvg#Sw~%{zqD<1l%_4jRuXb<PJ{9yva29ZtXYJsE#Ve^9QNwRFI2Iz<11Cwg{A
z@PEJInN~W?{cIOqDdH>|lnN3KngP?1rX@$fBnV#TmS?~{=dV!vxgMV2<mPrgn#m`o
z!hjn;kZ+mhPMme;^}uez=o6Xa{ut?SmY*O^JIRp<P%p)X!eV_QG|3bbGdd9(z4@hO
zvh2MW|6+eVS~o-laI>*<GW>G$8qIE&P#VIh*Nj;^9?-!ryiw_ZQ-}Rfr1_#6Ir)ci
zh_(QBnj8V=hDvUyD@_aYPa_C6T&#z@Qol(Ebtp*yEU`+1A$_C}N?VYy<I!B6M@tSf
z)od=0iHR{b@L=22obg^7E+PXxye)U;y19vYBt3r}Z@IeIn`CeA8v|Sd24Ts$83BS?
z!o;;thMm1VDGA92NBqE))yIOV?d|Q~zriGw6mpYkB!BzDEWEskOv+T~))}KWW##2J
zFlSwUPM1J|ljz-a>~{oI{>rb`lbGGX-OR_q2pb+Te%h^_v1~j%JjNkus`w;R@jRt0
zdy#)o9j0ViDpvFdqhSpSHq`g=1O6P!##e;FUGdmam8qt`q9WwJAy8Aw>&^-Q1`>D?
z647sKYiGyA#1wFoXU_7bYXv8wcYa<I9S<uEL5n7NsFKFLQiGv7YF+(HcN}V?Wz)Zm
znhMN~nc10{P#~OG+S=LzKTS<d&CDdgXMlg+bmwoct-aXjMd@a-TW+qasd*36(9md%
zwQC4pUpg?a9n>=TBQW-J_CUYGcba45`q5jkqoJY5a^a_X1pw?P_ut8Yu<7J9QO&>-
z`S|FwO)5=WiTlnXEqI1QE*`q=#G^agP+z}s)@ZxP$Hxb_d&5^Ao@jPX&S2M23u}LC
znOPUPN%;dmqC9FCH$Ok@C!%oRCYH!ji`$rs?o|^orkV0%qodNa#=uM5yw_j*Hbubh
zJeBJ@ObyM=B?&-pHt8@WN_X8;$4j}ZUqv}I1smc-h!;!&`4=0{{+It)8)U22wnc?b
zI5`v?ju6eq$+>+mSpE*!h>0;V+tYtCGHPwTtgHaZt5tRdP{QV>afZl2yU#t4A39y~
z6O@&eQ)Q`0Vq|Dj1=x44d`Ou^xH=a$&)j)4%T?$Mc8V_jIzKb>XCOxXZDhySga+CM
z$Z{gKdyAe57iJDi-qJd_jUKc3AX)Dy*D4pQu&@ILS~TUp!h-7HQ80C~+EIT2^zHe!
z+%DFy^Qfq(tu51NIs+B?{b2ygfkq@76$lx1COUU6dxpA0r5EdSj+0D<)#GZ#n$>7k
zX>eFP)=*nkwp{-NJ8^z^)tv0OOZJPATH_V<%6}H0%(yJO=u$wX#VIg#XIEQ2&i@X?
zqwF~oagQz0<3@;GYz^U!ox^`1TTb)mt@3WA?A$S1sLhRQ!aH8qvlaujm0kXpU2wR;
zYpb5hoOkKt2NL$Y(VVg<m}O;Uj0_C^nJiUwILM?zzO7!@O#d)#+<l)OQY9&G8VuT9
z;h?M{J@9|nhpMr{V33XRyw8P}Kx(WR20$=cj6$-ub9kxI5xz>3DLH>VGc!tz;*V8|
z=Bx`Q!iIKh0X?D82|{#q^g=Vc`||)jvDnSN4Sh!(#K^}d6E8av`t#>csPrU9>Ldhn
zf<U?$@UG46#KgDAvSvfo`3Wpq#9gM)eH0d@b!${QMNP3N%s(yy_$h`@7r(5WvCCaQ
zO{w)bxK8Xt|9ms{cM^YrFGxs~-nzd&!N$fmnEQ>w9nCHzw7NW6A49(LAhg3FhfScJ
zVqbtmk%z8zj&8*5`S^~t)<g@x(2|LP!N$gh-~ALc-%e6A1%G_~3$L?MPh8A?wVjxl
zxK}Zy@TJs1bTkYymL<^QbI&=`=e;V#&HZEc;D#YlI>|IDI@*6T>w0gJn%0yOt9bU{
z)|*5I2gs$(<;HK<BV9_*^WOJ(<Fi684SG5g(ngGtXfL-uqdrD+(tMnX)Fn-bB~(dQ
z@G41ahR>TF3ae4uA?dFc`|F{{Px7+Hp*sX43{2u}VuDcc^+z<k=4Nky1m-p+uh6xp
z6^r(WGc=H+X3KwsDk@0Z<R%oXshEG~9+G&_e13keG1&gQ%SMVPa3d2V`D4ENBI^a;
zFL(;EFZ>a6luqLaHt!`-F>~4p5OHkm0f|yzVpLx56ad9TMqI3CPencdR!9ez56=_3
zlg|39(9%hH|2ci2IqIi?CvfV6s)36}vXec91hl5g18aYPL6l6>VcxdKI6)CM-{n}R
znQ6`dZUOvK8PTRaH7yOf-O<_E+03l3-gc@cw>>uW->tXu^qOUyZ=(}$H1?8V*X-C_
z{^fdi2;e_VA%XLMUDLvk14ueF7;>4=gBmnIXzfa1B^sPYE8G?xXz`R~Ch2JtUU>#S
zN28$Jq~d=rs>`5R4Y$Mwm{&BaL`_YS$;bElc)6zs0a?N00KcRl5V3S_J4m<>%{^l^
zRIjPLrJ;d~L0y2j<m?*U)uz*Rq`Bpk8tMRV-`8__d+U)^{zGS@&FG8L?GhYm8{D;5
z*)chrTzo{1VZ`<IwO1uV<(nf~bA=CtT3tYd;=F$<Q~qvZ<?YR%DbLKrwBctqCmE37
zuh$t{(n&H!=AaPUb$EPiB+585J-5$hD6+yx7zKULPEpY6dbB_g_m}7MiP01L`d=Lj
zH&<9h{~qH?wBx^!zm98^)E}S1$++v6cx)aaQEjJQUS8KHt07QD|B)vj+=B;a=8KR+
zL_U9xwL;U*<vYbz-@gC(?H_SX`eTsD>%UInJRkpeZZNUHmch^7o;Pm@PnY`8x=j#&
zD9rpp%c<^y;v$!V0=(CouGp%1s)o2HHx=mlyGxlLk@;*br>l}7Hz~R$7%OeaMCQAa
z4SVqqDdBjxo5RWq&iMx}qH8yB&H45H_Wgh2d?vc;PgRaahX=b?%_!*t^xbA-gO&3&
zY&KU~A{>MT2~cSQ<H)L)+t&>v$zhR~;}!|5Ns^TK#t9QMGZe5XE5hm;T$GppvPctf
zc(d-1!n*Ciogu%|<h=8pjU)y@C%>nM+o5FU)pj4_7WeaQH0F@*b-;en<ga@DTatg^
zN6<k#?aTnM7RV&;UpxSUCJdW8O}C2p%fuCvUaLk&cP5`3Z==rp%Ea^MHM-;h6EP*6
zm%08Qsp;uNgoGOcqynA@K`L}_QD0+<0I<+tw~UPNDk37{2x|rZPSO)dQ1+EO#mYs5
zhx1aiY`nalr)yoj0@?f?PMdvb#v^|KmrNEZ<aj^aIMOugl#Ar}Ljd1AI5-%AT8L5W
z4n^QG@4Ka>rdpbitf7%lQQ7}M+%t@{{&;kj(Q#GEK2uxw5!D?!!@6kgcXFWNGGy%n
z^#tJ1f{V5+NI<kve;$u1S!R+Wd1#tVN=~MNn1cw`+3%n*`6?~iYgu{J?z?~G-ZZr6
zV75YZ9q|6TJ^+Ld!@MNEbYJl@x814C<dhN}y09I8Y;nc-(|l1fZB?v7NK72muU`PD
zn7zrOot>SNmA0Xf>y%qT>Ef2Jqal|-GMOc8si|=W;-{H;c})^6FX{DY29I))i=Ex^
z*=9eQ{N>~QH9XQnZe>hD4fB7iz`8%n`K7d9FTA9e!M+bSRZUH|);`?tI0f~ZoO+L3
z-^0wz%y4mWw|925waZ%uZx;)=*6O*|{K}qP?yrt`M`p`)`TU+*8HRj2gyJM2BK#yV
zWZ)_dSqRLi>c_#|&5b)iy9lqq<WCEUP&#k`8MvB3o$l=)0bvNfF_3>S?((6<fOeHG
zc<}Y(Cvj_89vT|b*4Cz{r%#nNb9cu#eizX@xaHKO(}&+}z3kK!2?>zmko!+L5Uu@%
zSSP6T2PrGlYeJB5saMz!4};%kHHzO802LgOOCyCvPKkruyLnbzOlzTvv-K+o<)H^I
zv=5&?obBUB#F$eVT9<z&oysy%QK9Q(t}em-X7rF%iDY=w?_Xzkn+17zG$Y)d_gMRG
zjDVaC<kyTpW^Qdn0VP7_5m_}q38#hUzIF|=yg`M<IyIr9Zyu=k$Gv|)Z=<G!)39iJ
z@vphu@8;Cd#Dp??>^<y;*&Ri067Y|I|EgC{sA1rM)BS1sNJoFc>>cGU5rb(K#UxWD
z96;?#NJz}g%y4pY0=CGT3AEanD!y3lCnVKsd^Og(3YL0=65rX04?l*U<Lu+JymKyW
z5K9@>a;U?!bLqLB4CUqIOd8r+Y4>SqZ2WD^baOE<Fras=PXAe|E|mRsgZ!TvxRk}L
z{>_{Ok^P<;Mize_m?CfH)6Lm?4dSVa(o$3mjQ4>@!vBI?*=ZwLHPQ+#0lr;KXH8UA
zty7`<stQnvD3b1M4pyOb0n{MFc0Q}X(8%i)lfve9)h~t|7EO%ZG$2gz+LD7(xeo!k
z6de{nv{hJCWU2{Bx?tGo%_uk_mD<#xz_&wx_ENgwRc3!guMru<ziQrQX79@{jmjOZ
zi}W6W?~7YbhLNjn@fgG<5D^Z!Kq?2GP7S)mU-&ZLV61w&x<PCf$&^xE2C>lnOHWLZ
zm#Zaj#f8B^A~|$-NM@b*AtL1BN-uSR;#jG|DNaidJaZKN+o)jpAJM1Uai46q#J~g9
zs4ZDTTj+nJf~aik?JGAQ4gp_0S#H4#6C2GEK;b2b=(SsEofp`b8&A5pqkDabf_>E~
z;P4*M&fh34)3(oV-AVKCgj-g6ccajW?<`4T$xq+huDY|lnR1Q@s>2aaO-b<|%~1qr
zU>98Mj{7y#b0P=5S`nu|yu>fu|5MtY0&{`ImXv=$xD3<JZ}|(RHqSmeJsi&07_fjt
zSYzQ?`jV28<g@tSz~yN$P{1bkYRSMrsy6Qq5`nWK(<8!$he4){BUM$G=jQy+-)1d!
z^Ps(Z{$yo`w&(JW$}t8yctYB<>G(rM^({g9dqrtg)u3vIA#jcfTNrAQS?lZ9zxY{T
zklcR~y2Z90kn_L!n~~Ro2;>MCog%}BSAk8|UlCrhg-I7|IB=86_<QiV1k8M(Ui#s5
z<%c?lSAT^0%FP=H44-DT+Ycwb9_A-%c!v|?S+CZ*;Oo7(MyBwt-wwlzUh8FDfXe2w
zf&ySiTBWGxd6d72M05TCF{nbX4f#@yRZ@SOrwo<vShHvNDv0>HG!o8@5v^B%TXM>U
zIJ&#9uW#)jX(e_J-DaznjnK5>EQXP`AWky>>`AxRpT1~-+?x_>-JXA~G#&D?V7g+q
zrM5O<XbU28I&H{7c<I@;_k}lpfID;a3-8gHyJxp3F>2$5tPMu#?;DZ~$g5{K8j^n)
zYOFWXwC^fKKaf+V${u@^-4dOd%Z%;+pJZ5y`ag2x6a2vKdFFq8YKH57M^lW+5GmmJ
z>HCpYjdO!HFs3RK)TF06vpi$nA;`F%=MxjpIkm|o(tA1J31?b&nuHmW=8&0BC`QsX
zq2P%i%D2Uc4fBOqKX*BmDF38+V~~G(+ZZoJoqdkFbOsxnx&B*eO&#-MKc9JaYI>Kc
zr}AJ67maJapU6HsMQ@%_tUk)UwXZs_4!9)+AwK?`eaD&m5=-PKvhS8@kbqDaq|j1L
zMdjh)wx+#Z?;EA=tlVS*B`t15T|)zQ+)H&+$t2TSX7L=MvsKM0Xdm!lJf(kac+7en
zTwHjiT6%gbKlf9Vbajcr2*|TrHmp26VZS#1v)$dj<RCrOH}04F(;MhcO-ubTq_eZL
zGRGqlSV#xrc}h%vcNesAlBnqD0rF+49xr!{bRD_oRW>#4xwdd|afR&yVIi4WKPx50
z!qV~<NTPtm3H{A6vbD7ZP;Y-y5-tV6@{Ej(K+ckrle25^^6>C*aj9!*X;~Y4ncpt{
zGyv}mIUr`Tp`;DhTKf(J70Wa;)+2)O++AFV5+#-}b(|!Egy_zXsQ%5gLdQ)9?$(NI
zdeHsX^~Cy$664?~O7xkZWo6SGBfKkO`6VUg2X%FI;?ZQ<@WJ6?6gPkWsUB|GFa7Xg
z0Z&Nzkkav8N<c<^W1|M{jI)6}sw_XrwP#yNNqs|uGmVA4K+3DHro5Ri7rQ9%5wb<V
zVmUOQ^Tt<JRx}uJ!3bY;fv`GRJ2Eozi41}s0?2M#5k(@YcU06rmNw5)3d4R}&)1mG
zl(dmaeWR430eVt2{tJIEBTPd}YtWhjW?^B`sgP25d$h<!@y&F8^9-Wo=hxxmZc823
zwk+g*qbM@X+Wpe;k57+8L5egu$U(A`f8UO&B6fWd0y5XN91DK!9lSSN3lO;$9P!;>
z3YMo;#rOCc{91Q-quP%OoXd}`*$RFBtLAcTt~8xqH21HD4TFC~ni_#&2$|m>r=}9d
zc0>~|&lel)A0Ho^%hgp>+}req(^6AYiMZ^3lq^h68tX=ReA7_Esq5SvsJ1C+Z$%tA
z#%vb;BS!I6OY;3tHRP3@@;A!ezNismh?2cM^MXl@X0&B<bF=K^;ocrCjfvsh;^XDP
zY*XgZD`XGVtDAqjOKYZNdRs2V2W8H0+_Lhp2mE_4fWn%bLtM=WPhR7P=T1#c-FOSu
zYjCDdbD&|r^`%IZE-Nc@%)aTV4cXh?-u?q0Z3u&~5R*wkS@2)z$c|j5D$8Yh8*Rrj
zFG-A|iyW~8N4yK<?4>6Xs{Ut!C319Ber|~cwPV%Zg++f>ywH*`SV><WgI=5>?&!!?
zGpXytyVX+>QxEB)q>>W4#=<YWQL!6<Y&3`i-YOzu=D?|l!}Wl9e4id@VLyKSAfphY
z=0Dq2p!*dg{S5~_<k7bSLV*=V<{C#yn<=l|G;-wnnF5nsOm%uiqPpS!SanFb7T?OT
zM|hMBAE|!;H&Ts*@aW`ZmILiG7b4!p@g8!`DeACuj7_Z=1)P2GKy_8s`06TYOuu2X
z+sVq?3wJf3eJgvbqq+XVALY(R(z!fT#YHALD1JS?ZR_edmsg*4QB|$VTvi`@>C(}%
zGDfCN^;@xVEz_V}8c|VE1`1^wWV;5UZiKP0)YpIC5-2SJsp{Ym>ng(8%>o$vzy>AC
zapcuEn1v9vsRxH5F10E8Obt5a!}QdYincb9y{a46Yx7esaC9mq<U2y3a5Sf*0E}3`
zYQFds$G|P*s5Ni6SIgepdx_9|Tb0;i7y|=|*V<5Yy{A{p^qkBKTo2#ZUR3mX_7X@_
zHk^Oyl9UdeaGM5>SmR4eI@;RlkXKbGqioWA){c#<d`t8=?|M%T;*1QOgPdG_G)I4U
zpRRqCyIgK@3xcG|N~lhkmov#t>M$h_ZEYz3y}iAar4ki;FlE3!_iT%kG_kgh$n#1b
zGEFmMOYN}}NFV7lVqFOX^coNVf0pnH2poU8wiFc>mi+vgH%^muH#euDpb%41LK1`Y
zC@U|o*XkZ;`rCw!Df#F32R~;gEw?wH5s)rfn!iyNKxt$81Ah?8qZ+buIyu-CS{kvp
zS5+ygt0N6=nSCyk63$SP;n__1xdW*?6_iZcQlU#6F$;n)>$kW1KHdRN1|;%9B4vMy
z1$xM11dZv@7V8Qt#9)9sFUcvm##6(0W|8@+CyZ<qPqCiFAPWI!YX*pu3Je}|-5y7o
zCfg2TN_!;$wp_dOZ~gd7;EaWafpO3*2*BDzN;l?n{pFlm3yLWm(q*aJ^JnJa_00qY
zd8B^-zflG(?gukv4&0F@sE6&MIgo$WhrT|E&!78ydU_J+)o&~ah+HYGY;1s$0AfI$
zzu06SHX;N*lY`?6&HhohC(_x8A3Z1cR{VMPDr>^W4Cc-&MESAGCn>-76BUP=F}Jjq
zMN)*2!mL~xczF2t@81K)mR2}WU23^-eX<IKb>T`f!(A2*4h~-4!6s*5pGN0kwQ-Ao
z3xMJpw*<bcP$z3~AMB8EH|-N6%k$JdEbh~W=h7e}i(TBD8H+2~t+tmPH0RQEcXx|j
zY>%WX(p>x<z~*3)ds$Zfnb|{W?s}nS;yS1F>3vY3XLzoEdl=Y*aE8x!L5eQOZ!>{)
zq3L>IWu-4W10hzv=+Re*En$s6cCX8SXWM1;4POR|rB4%l$Hw)&jEX(i;KACkW}75s
zz?sAqB34dpqOjlg9$6f`W`37JWkm(XK=*ElawtzkpmAEO$JfJ8)}Hi{k=Dxm5r?Kr
z`*REs^X(<zNEk(vmb$Zie0)NFPmy6?i^0n;m9?2!^n84LidCe+>o1Fh^*?`qM)Dl;
zatZbOfE!UTX}S9jjBv`pMw(Mpe(?LIAH}4aK|xN=qfJk~o;h^W;ehk}_D4~(s2Kt#
zIgydCF9{FkZ)>vLprD|%w6ytoO-gPsIftAKReY-KYt8W=y4u><B4pIRI7WayfLK7@
zGdGvAcr<Fl_M4_JIjyj+zP@jN^XxyDCGy617Zw(Pj2(;JH4<xLh#!1e9Po?OP0@9D
z_^*LLB)0ye0UCZV;HJYoOg3Y{v10n+?{}MzotnN4P-5mFQKV&ObID<Ef1sc&Hen-3
zF)}oS3uCa!NJ}HEcjbO}<<37~f+a9EHr7yI|2nX%u&}W0o7V1B$Q1g2y}&^+Uk9rQ
zA4zKb)fycPBI!L~?D4RQaTm`?Fr$tQ#CbrFgn~WNZ%FKYszKuxwdLjLdpi%(J$mh3
zU91jsy&<j{yQ9ohw~xN9ikA4Vp<8D_?iK;Jj>EV}<~ALvZ|tc`^T&3&vyYCB8Zo9_
z1QMmY%*j??)<aZRe<S{XW{A(}Tk&JSgYA8yQNGi6+$H`%RF-0Zz|OREMMdF#;Za%n
z_)r?|A8wsBlRisGXlZL3N+~J<&GKxEArWZ)vInJ#hs%Rt3U=Lp{P>Y686`i6^LNkt
zT)_7A8y(<G`4<-!N)CA0F0Q^k+pmn0bmu#`9ysihxw%6_gZRaND3F6hTE&_o4b75c
zci=lOQBY81WMo)gHLQQ8qNWBw+7S_S#l;vF4+-`e(BsC8Uf&&dr<mg7eONSS+=^zu
z93=Rkvhjx0aX(V>zkfNDi}inFHI23f(LBMENpIYiHb>QFgpv3lM~k~N>u7U}R8k{)
zX~UQ98O3nJ9E>1;TtZ~V1d;Ex4C(E#;6r0_am4^4oaURZ@2?xE&dGYyIi%Q4T3N%1
z4~?UUPu33NOf*UQn=jTWjcrSJ>%ZB~-;uz!GoGKvymy|*ZpTu2@&KxyYoeLoC;H7C
zet}FN?imzG(I(P|UerLX;7W|%pUQ3ya(IViU}5p2q$GTQ$0K?ZOs?hO=l6Vjz9X(=
zV{M(6@Q*)RTswdaw0n5Cq)|X$u7!-xmyz`}Q6M8#@`fA+QB{SDjE*KmeXXjB^!oMw
z!NIh8N@^-=s;n%2=kW0G#s&qbj1xD4HvHG?^cM;L`{X)ZmP&fBv-6X)GdoBa!X2%Q
zgXlkQVKQTXqKO_PQq4ew`dVD+;iWjL@fA;WJY{iC4mo0n#)5{9j;vFv4tM4PS1~15
z;=A7Bf>@<|_1|;r7i@Y7O48y=!?^{DG%9*}SwR&2do+n2PaI>UBPv|Rp1CxxBwH&Q
z_a^yAV$Q$lc8=CZPa3F8@4B}-p0;8-q%=OD3g$O|uHG7+?&AdlK!HRC7WuVhDq@m>
zpCP}q-<nbAz!4A{K7kB!7kq5pGf<YWg-c1#_Pg(q+`*6tY7shmST|2CF+Xhk_wQf1
z{sU)wkI>gHq4oH5BC){rwUJ_T>lt`XVt+p-@9{_5-Y;a}SKjYaJ{o=eR?Os7O}^lU
zPwm@(l*56K{_IuqPd#LHTDqE`66C*yJWTBVU{P}3KX4`ZCNBL^@30tyG;N0YGww`z
ze4F};c5=!aQ+uDLcjrj*?LMff5aZu+Mn7~@q6Kmm3Yes?eO;Z}JeNWo^{-}<=~>i6
z@Cr14YzOOY?eyoi<5g944jr%w(CPQ~He#@UlY1MCuJA5L*mE<OV_WdZ9Nb;q{iw!r
z_I~4m8bfL%`3iCz@2KsYxj6AKB;?#xD_h~D!GANii3qfX$k&o0c}(l#=<?JL=5uc-
z@Jsp^?qpWBhJLbkny4xxXqa*Rlc{vgxT2{^0g%k4Y^LY5``aJS)T<ILUZvJeC;O>?
zb?>F1G9(LSmno~GX)ejPXC<%>hqEj6XCGS9-OsMxr>~S51a0_*EJ~xXbOeTU|6t!R
zuyuNW{<TD@*W2%}kd-}izas$;OUFfNhjo2!>O_I^TNl6k5<GvJXl#L1GhZYSlXoPN
z-Bde9AZr-rv(@bv|9ibjujS=baVk!K^ZrgpRaF_K)==)u=l3RsE%$+!&C0~FBu4U5
zx$^IMPxe=~#0;~r((A~zP|JQ;AN!&DL=Xug`OjPj&c>Hn(6GRnG%(CDcxIDusU<(&
zZWK9+yZMvCeb>Jm@_Tf|QYB@9bN}1l*49Q~iul*-uvb*50%I%$?gx(P67hF`N81I$
z-SlnW6-8))LN0!BBtpq7I#+|Mn_q%uUV4Kz#%Gt+$Rv4iqYo>X<CVSKk`5D}Qd|a+
z|EE7(C&{Ap^RS(54+V8R!Ml58PzWFW*9Oq8g40{#y&t2m6ijd1$yCU?hub|aIDdH|
z-FrCjLo@^0_eTP1I>V<uX(m5^pj782@7<W;6A^jIIc8}?Lhw#a-pc6bt((886H`JB
z36tN65tBC^w>YD9A<vVn_>b59W^F^kW2(e!1|bN)Jc0yZL}GL#P|>6mZ6c*qyknEj
zVY05(R+GpvHat0H%Q?~QC)Sg<Y|xBIh`5pxPR%^3KeU7fxj-dpYkXXPDShO1=ek2}
zZEdBY8Wd{8mOAIY$vtY<P*Wozk*D;HGO%my%pFJEaEBqK*d3&(nwXhm@bB<D0{yra
zk^z7mu6+LO?d_k)VoezSe&8l(J2aUXmm{TZMe=t6P+1~x9Ke=5rI{ctt`HG&*Q+3?
zG?<kzs<h^0rR`@^LYQTLh*C<++%4OP%dk2OQZqkH=ySRz%t5%tJ$mH2Xu~O8+`oC|
z&VLq{yDar9eQelk(MnAgiM9}zQ4Y?bNr!)|hHFf(BKeZn0}=F%5{?YkxNN7^%V6=!
zt|7fCB2iI#*^Ue7nm3<t#HDG6qGaQytvEN!dIJZ{r7G&`5}WjYP+l{tfKK^^K7Q=o
zD5|SdmDzgNU)BCS;q@zK{W73idWcT;_V#vn8=bZW&o=uJg)OYD<4v2|+H@m0B6@RO
z<YZ(}$YH8-a&lFLn)Fh;N2jgHo()V=P#2ev&fs)*5Gn?Sn~O_W?(g%5wKW5Ebv$}%
z*zTog$Li|%__|Yn6FM<(k7qIjs;s<u={c6k*Pqepm@&CG6<JwRvcQ3jk+n0QGE2E>
zooZxPm=qwYwNj&1W&^GgN|*rTknN47GCydfd(k9dxw^KUXKuNxc;p{QT3R}HoW>s@
z;Ex;}2}wy>3`w?FF#BKV*LvZ#@?gVa0{?ouKS>M>VP0*2D{_tFhm|dD>bsJ1F(XU?
zWEL{WN6Ed6C|XxS>($06RV{(aIO0k;#ONX01xtcIhPa^aF>TcV>C|X2ESivi!*q3X
zu!Akz&2o;P1ue4QAK9H)9=xsBFx>mfBmIpsi3kvdG~wzMddslI5ggjxUIl8co2t(e
z@$vDpojd1$a27T;!;_4@c!#HJvX2lw)#<FPtjQvU79A#lvf2qb@KGD=mZ7TCn`Zz?
z0rvFt^fWjqE%Lj@e9VS(vCeun`W?^4nLCMqCl2cC`HFcPKqBHs1o^D(p1IpCH9B4$
z&OeL~b$VGIcQuTu5%URhcO3XCw3yV;d*MZ>$HX^(cn7t;G=J{$B7AZFC}P94zA<yT
zUebEI)%%u>yvMG=z9IGf2iJyc4t>kj67%cvJ2gW$uZlk}zDP4cZ-TS;mhJ!M_-FVh
zFN=-;{$)>=|CPnZBi7i<c!KtK*aW3vZrIlQl--KIDL#UQA(&b$jbGL|?;ntkbwk(m
zXueQ?PpCpvq=nfcP_Y6QBI2=LU2cAh$%f%9ET*de^1+i^>FtuK<cx2pVvQfI0iQdX
zJB{)0WO!xqxjpS)da|^DANJ5A@!CD~g6*@C*VA`QhZ{YfiM$tBP(>u^5_yk&tn0Me
z^z=0~a}uybK>m<lJQxVCLPA2i3>0Tw`tWyubY?FzGl>BO^l8?mo8|Q6v}CnM-*<Y$
z@MhbCpgZj|?W1Kkc8b@{>AL@90+hT5FqY%h4t*LN4moU*se{Y&oiTemJ7n^bX)6F%
zTwAoYwa?GbBdZj$1ufI+fvvVyrA!Ub^c{ZB(H(J;CdS61s?%KdD?07oO<HAweoqg7
zS4WGR>?b&>@y>#>)g;yPCTkd|dciV>tbO>#y+*8Yk|~A7mRd~7Ee`7<6|>e2i@*kp
z1tiXok~;u26=|ld>VUo|n(Vs45vg4~l1XNowyFyZga=tPEVk(>DB*zCG8(kXsyzQG
z9u`dQZ7$|0f<fFnLqkLLwiTtNAW#8+2LucedG!^vli`dGYSLlCLEdXd2LavmPYnj)
z=N60<yn2{o<7wohp1BM*lr)d;NPvzuS*C&f7pq4S)@*7%(-tJy+1N-X;TvP`%~`PE
zcqu0`$|Jhfp@Uwaf#R0mFym-Wl;8Iug|)uDUC=gc{4LYrz>mCyLMSbc*R!F2*`7j|
zn>^@-e8MpU-`r0klEB=4ZXh(B%YMTI!FV`3G9?M~pA8>%i3<=y#D(idc|P|t!f0?K
zK>qFFuUhqoNZ-A47`0s--8l~vdj<Mi2i*h4g$nCU!V!oJ)_EU^9G_H!?Yd0hCa*v0
zNgz5fUsqQ*pHTDT`qz48Ny#LCdm36y%~3{Z>a>?$2#VJ?`WR#iyz|x+`8(Fl(OdHi
z65N^gm3!TrQCb9aH&|@P^Hb6E-ScdPeh>t7dc53X*B}G#k}jLJGAvZZL5%r(e(St5
zN}gJ1>Dr>pKg9FdvLF9FOe1M}@5@TN4^d1%oIh)QO-<lefBNy$4@|g!*Ed&qCxMxN
zGqUrsmgm#y%=s8~R#;j39QLv{xj%pY{LiJzGOeU!gH|NecJcoH{vYjb^GXLK7BV69
z9Dyn`8ka3y;B>Mg@X&8o6IM}8VEpydceS75c}g!6@I4=bi&aYWz0p$Cvd-q54KYBd
z-8VO9n}J9ef0^v^CoPA6ssp;nc60>g^K+k_Oz_|EtVpnhspK)QeP}K>_R^i*A~lq0
zMSfG1u;1(py=heV0N0tx=Vn5clAhk;a*(vio%vEjn<hM<$Yj=Wg%&Fe<ey8^YZT|q
z6dw-R09*vXdaW`siX0m00%%vH2pCg@BVA5za&W7<&=T;JHm9wBa7gato)`tDh~!Jn
zRK%#BpQpd29<v>HGR{<`*zK}ptOmB6V6k6#NASD<MjK|1n9a`4Zk}=Pc-z}Er;o_z
z))e)FjqKC<9|;r~MbS{p)FN2x8yZ4-_5M>(GXW~DR7u$5iDg;KU~Opll{I+aW!`t)
z0e@)x32N--=4NPr2=`NNl*d>WEDRRzg+b}D!VEIs_#iU6zNR-^B3|QTDn|UQ0RoyF
zzpBQ-#I#XKPYO4q$c;xB(OaqTvZ^Au0C#2o=8-7sHOZ_Cama}*)#S4#5@7J1Rq4*h
z+|m56K&!ym|9M_@89hVHDz$&T>gN!cqb6a%7{Otb2qTJr-qh*vU9M($5chP%yW6fY
z#Yh`@nI;@W0ln*g^EyyN+xSiJ5m8j%{yv@B(HwLl)Sj<;o*~PYGyUH|#<S5%f&oZ8
zaNe2Vnx+8X1*Axq$fVbbj~sORRjS~9gh6Q;fpMa=sfR~Xhj89_s6-yfA0}fI$FW%7
zvV6>JNt-Bt4dhl;)jGWjQexr)DD6<SQB}%Crc+aEbF(M(xhSY@lQNRBWZC$nNVl8i
zc%`kSql0;wSoD?gKlfHc3#ne%8I^X@%kAjzsfiUi-WR}P%gV}tcd86`m@BwaKc}r4
z^Y8PK){RJTjdp#7!fJiftDJ?31!XB=u{um4Cn<`5jxwqG#VWXXc>T==-dY*XvfPW|
z!oJUMK$o5ZxDjyvFSl?`IKCS;0L**wXz+WQSVc%*B;StWq2WTM?fp<P^UVi)wp3WW
zb<p0|v6Yy)8e1YHg2j3v?;D5BKD4HvmJ7f>J3Bj7r`ex6LV6-=xHjRtE9u{J?=-Rn
zyga6V^}E7}MiQbAeHFvdFB{m;H)l3wYTbPbS^Qm>+KrMw6=@Wu`x|g}6?n}%@JX>H
zhDnam2S`8(L#8Gei<`o&4wTy?++M!h7i<!idL2nyJ}BDj>R4y_f&DSh=u7(g=orPO
zXx-qD?v|DoZl2ry>7UlK<x*%_(glC{6g|j)Z{egZ^TuDQp-VP%^v&IGnGCEEB*cxS
z-4*u^osOKdd7rnUuJSW?bB+Dyt=UqmAKZR<liYuOUWJqMf8`nUW7gOsMA;3GcS#1e
zeBw5x`BBc8Ikj<Zv=by7Ql&*ly<X>}jXdtBb2LwIBW*}TbR0j(G%1y|EcT2D^A-Pp
z<OtD71(`|4x~j^yhhPvS<x6p<Pt68<qYoV(57(Rz17G~-!-qmZEUIO0emX$UVB|f_
zH2*TkH?~{pmNmY8=py8EcfqjB#K3TIb%jh0CNH!sFDoM^CT@C}!tdot9@B60+&Xht
zQ&XcU*!z+O-CxsgF2@#;x4l=Ow&Ll3w{X6CQosMW{iYxRnkGr<`*>GCBdxBk?&l{&
z-ot__uH@9DlcNa8hwknWjB#mj72r$HPd*}&Ovwi)Ckh2nK)sre4AasqeBw+myRR>e
zZY^8BDpl%tavJ5?p&=z90n)0XGzJDnL@&i~re)gyxxxA+63T%!_4Q9qPF9zHmyh=L
zSmoH`BvH}Oau|(m%+0BBBXnEct27vzb;?cHJiNV85pT8g&D+YTGOS#lDp@imnUja!
z%1pe60ov5*%a<vR5#@sG<7K{zS^5GuclWtCy`evj2T`3YkyNx~zpUOq@$S{RlFT?B
zB>r*9WaShR@&mF>x}2cT-IvRM{b?Xg(}h#eGB7eOH@h56-KEO*9l5Ft79|7(_;3to
zy{wY~^bSGL0$}+f;Fk;@=Sfeb24z8gj}-<Hv0H5)!Ke2+_++0cIfiZwi&dn_FR?OZ
zRzSp8#xb?Ci*~ld4;~4wTNm@pIJe=X&xVPROYa>XmR`Og&nL7`gwH>JXf8i+c6M$w
zjjS8&<QOIq6yoNlu~$_^3ldp(m^-;XXddO6<tVH7pdliox33Nej8@G>92~&UOE9w1
zG}S<}up|CHSY`3nOa4J`elGr7OHDTsIYM6^=NH}V)YPv~?%f=i=ulWyj2Oj>@>xCk
zeAk2iM-2T>akM;`m5VEXL_J4Qa<W$9{tX9%0MFjbjRpQy^Yfbb?ZCmi|9*m3_}EMK
zlO}x1+kAgthv$7<X!*g{Paxdh!UnPexIwd;UDln}iO$iHk%2R)>PM_FZj@_6GYn&(
z8Q}5t#mK7QjW?qnfL)>a1TQH{(EY`zqE2-7_0<D^m70Lq<CFD&rO5uBvNiHEO3tAj
zDz+pvMwMR@EM?+*sfVxC5VlFS*yOZ<tHr_2uFTolWl;GV6BS~ll&;$#)KKP7o`Dsf
zOD0VTa~O5e1)BKL^F7k<lk3H)eW9WZ5%7!B`}gKBy!@cc05Z(pXH~gFmIeE1Q~TC&
zZH86#>G4`$cNRE*H(e$?a?1FDcci2-F)`+BsX9!b!5-(^XnJUX`J$mEVy<VrtOve5
z-)R)!;St`l3i`sEIbf1eN}eV)Wn*JA$E;$#NSV1{K{xvk5Vp-hR+AE7IL2ugVi%LI
zkm}Y}9SNknRSS&gW*r&p@eNtccsRkThOEjM&g86aS%QCmI;$Oi)G)x07c6PcbzIm@
zU1;Y*x-VA-2HsQ~<kxByB_NYSq&C9uB3V^cX$vM;RE84BH#e^D6)sa}meKDWzFCvQ
z8g<Hhd&LvBti+WP20>Vkk(r&)@-X<X{v{>fq{v~LZ*5VW7)wfWuY(N%E3{lHU?K=M
zw1rB*@d&+tJPr&~<VOkJtROxix!CfO%EwwVOq#EdrbF@oZrxea=TaOP1Q>RBRzALn
zMzKkbZkF%EiiZ+>wBrF{1|JQapwgJ4+L_h)kT5asohpq|8y&)r<kNpDS8Mi?MRFj<
zvXdON@odP{)YQO8h*-a6Pqau8P*wd&TlDs$k+&j$H_)r$U1vu9=ow;+t_j#|fM}TT
z%aDenwMFu&d=nDgg>GO8gZv&-SNp?(#_R3s<4~>Dke7kQ!l(u(jf_@+k(o2EBlCfb
z=>QvnBN2yt$J~W17lvDb&%G1MQ;K1olDd7pVV&1I7}hG2Dl3u`>*6L3^}n^`h?&EG
zS9%(M(YpcgQArzARh2~V_U`g$p=D!KuTc^7w^>bE;ry)y0V1Ep<JZq}llkm_T-uJ0
zkzHNW^^vlXLk0n(P`DLKL&JfD!nzH0X8{W`yryR?N_<sNTdEZ$BI?kn<#)Cro}>8b
zc5Q8Kq0YJvMacKT{omiPL=o<H5`%xJf^0Z{?*UaC%xIgppu>YrhY}GHF|AjZB%)jE
zQC=`I26Y3%{tstDE(n<4{gf<D(!EU&|BLkA!E6O!x%Fm_A}a@%PNRSp#6U-vorL+w
zP-0b<1F$6^AaFAP1oM~6wuP2yWC6yl3DAt;-Ye`4ZlzbbYAW3!fYfZ$tAM=XW1Loh
zT&)F@LyHsoH@mn1yyF)TkOQx00C9Tr#+NPi9X>ucFYmYDbXGI`*LHDKk^P&=OuD~*
zy_1)vLO;KKI9cr|xCRbP5`$FXP(LqCKutxtlW(@2JHlxGsGt8uS6@r3*?A|rHIZO?
zd0Dq%k@1o-Qyv9{%=Q4&Y4>!o!M?wLzhAhEW2CH%u{a6_IS^8*(m4DTgp%k9PzOrT
ztDSeNWjWclOl_PE8N^qk?EB9_BH*v-0k)z2o0Sj|@a@lmg$1n~MSlT*w}ABOG=e#J
zBUX}PmBE9{K~kktWHiSahzoL%2msf-yuTbHFE1|>6BAcfR$@qnex2e6v-0zQds{u*
zN-2QjhPL=gVjxB)CJ1l7c?$~h@`gvt%gG%b9kKTPkx5azsd{|$ajy&ud*i{2iWt-1
z&2w^a5D34tv_$zKIrJ|O!u%#Kudiixw*NCJlQ6bZR8%B<#C+*B@=$G1Q^vRjOT!c?
zg-cjG>Qe>7ZNW|g_yQ{8!?m`5-<~OgtD2g^g8BIP;Njte4FSfP<j7$LUiV-vb#=TU
z2ga*Hzk>;;p|9W2ULvME!PhO+patWdz!pgeLeDp`1jrrVc!I@Wm3De_)0p5X_g$1k
zg-%nzS+LUAxq_U4xq?tKTWg!BRDj;O8Wzz8?Hc$9qgEOn^R%81QgEez_m*4S-jD-o
zb?5x(<U~|QB=q>$ZVvyjY{O7rpLFNp`eZeqQo9yQL{>pz6Jr7B9v+@Iw%KWE0Z+zA
z*j`mEGT$v3u|=9&T6_fc*;4Zpj*pHUNBjHwtS&lC3%5$&PD`&oHSAX+y+{9WaqI0M
z2Iz=0cW)~zX(p*qQ<wLDLK$N__jh;rFAq{RG7?cs`bjy;lP@gIiCT`Bw7t6v#uZAH
z-B{I8;teHNzPqtNQ+v)Zw$N)ur<pQTK&R`WF#VAIyXmWwVD|N`H$c=iGT`y)X~acF
zjP_5MmCcDrMxSs;$d8hKG&}F{;15~JjoPi$-+GSCY}YJFL`md-O-@dZTYRyxk>!Pl
zR#Q|9UPM9DqzgQ~yvq7s3yNytks}zX|CwK0BqAV)qi*=#H&Qt(z4!PPzgnrb$*KO<
zX$IHJ35lOD>f4033{^b%yUB(uI8K&IDYin90L@VnX*MVbQByc$ejt-wWwgUkU_8}p
zhv3DY|9|@Kk+j8spUC0AFOS(d|5xglDiBHG`lXm;WPMmJ4kCvU7+Z*oNMdqtB#0W3
za@XiM4d}=FQH1x<Vu>=TF{wFya{ti4jacwuvHCaLe8Q4z#tP*7#_Jp^<jRn2_kC8<
z?IHN98)C(l=H?Q;4)u;}rHZ||#l^gtf<LCr->as~DpHGoNA%d0)7#7nam`N_&Kf57
zE^clbAse-uxDn$0j{mud&RqwblK?~j0A?p$mO12T3!sA>Bi@3fVPc`bIpl^zpUgLQ
z6{g0ow9--*4nML_f5nYWnBb73kp7R_EmqlIY4iGoNCB0mEwCU(J;h@bLjYrnfXNw#
z*ihf&M$FfLFVD{tMD!*=q0$t;#%wr=B6<UiH`1uFL?mg)2~f`YF=j(15I>=q3G9%e
z<>G!G9W7GGo;k_~4iXg#EuK0(b)ZXZ_I>2Vylp>eX2N7-VnRnp7a8G@8#1c_kl!uG
z7|2HTNB8ZJU-h<flP_zm>+83h%TMliyYm<s8Out4OD`@jG2;>d*3`-VN=V-(GrNeZ
zK8nkQ>SurTZNP*rl`?m4&yv=ZE!F$#a9+Q<G9u?{#oDZd^yKp5Vz;?GVgLAeWqBEG
z<*f*rO5lzvUE+TV=>I>won=s4;kWJsr9jaj#T|+jclQFt3Ms{kySux)yL-^$?gfgw
z1}jp3BuH`hoBr=TGxvNyb29TXnb~CPlHar6z1RB0XSRBCcgOdr2^w{5TU%J*77>{g
zNrQUqk2Bl%E*0)Lwgm*hDX6ogZJ+ZANsZOB;d*(8RrkbR1p{ZyuNErRCBm(FP&cNy
z6e*?JwDBaOV`FE#!}!_QD8SJJh9MHY%{KOb8jLC7$fB@o98RAiN7?vIuBy5k2A1sV
z637Yx<)lNOX|R#QLx2gg2%Vo9WMpJ|6QLeM>5CtaopSwl1V%>$g4__B97tdiqW5jl
z8?r9Y=w)Y44k;yqGwV{otD}A|^(FFx<@=7GToVTe2Sah>rE>?cARde=J~;zlN8bK_
z(ja>(#Cm;a#;T2VC>!TOx=K{r3kqZ-d{;Y`0y=Oes_ATL!RM!1K|=K9A(+I%k}629
zP^+}EvJ$V|I@g@{o>;x;obAwt-i<dv-h~4@%`;(oBaUL&MQ6wX7MFpgG)bQ~ZXX{X
z8<wqM!Bm$Si*h7PpTw=Dxf!Om6xZf|ArN&YJQy8>*UBO%j2I&#A#rA)^?gvBvyTcn
zXt!laTmAj}le|bCISGjnwO92K3Z*s#mX<zHAy|V!BW%(3d`!Xnr>8PgU0uRM4${)n
zKeK>+w?4H6$wY*N<!Y4xnzB@2A*lSWTa=5dvA!M~BkW&|O&ETPCXJw>q1|<VV~(Hs
z=*@BE4&VCpvxN^|b|xfX^|MWHO<%XPepMsaN(QCKnK(LP-y5yZ^^)o}KrF~HNrq-z
za>6&K#c~2Q29|y*p<!)dMN3OrA9;Y*BTFpm)t%{^TCWZzqmJ62pPymgv)ik~0``Wf
zwzD%fEI3A{v6bJyL&Wg#@oV&dUZI17H-m$&GDx4xZP!}Wn0!~)UkZ-4+)hPKkB?oP
zrw<R+z<-`E#zYz4*MQEu{WfN<&z_$A{GOJM5ANGQ=WDMvSI(~rQq9lzdlPxndZX7@
zJ)+V@ys<0ps_LF8kup+QSsP(tUh6%t536<$&?#aa9nt59%9odCbsbE9oP_EyVLLAi
z3lsfKympV=*B4Q}S8jf1+)O)b>y1uAkwY^b0gu-PdZ>lEQ-pJ&KRr<l*)U-k;rpe<
z84(_e=V%RD_vyD)h{|tC@rB&cB(gKKNVK$swCoyW5LnM)u;^Wt3{y?^3@M;yn~z|Q
z473wDh8YQ|RFmaqW^f~aQ)PfRiTH6BWZXG&Tb?hHBsWxoGFFiA%Aq$7=3`P+y${jI
z`GYi@<NGj@+}Gqx1~KBIpkrY41?lMMd?<vOv+-#BOytnEOx2U~s7IUlG2uS$sKu(Q
zNFH6G0&V|iO4-4Brbd8{m^hXWUQ+=$<G^{kkKbvZW_x0P-yFSvdfr;ay_EZ$UZxI-
z6CB186l97rFO{#cU6#_)>X=*R3<&0XZ^6L;F0m*>1N?+pI47r3<{k`1xfREtm$Igm
z1))!AAe1%+eN5?1dP3&zQ&v{iuzrKJhqJ991A@#F&D0RI%xyl|n1Tv`Fe`<;&FanG
zo~aPolre{qk<oO2(k2}6*a|;y)7jOP%ArqgAj0{IDMb#pD29^<`fc)~?Yr;Zr%kN}
zWp9`doL4S8ySqie^A{Hvi;H+z1+L~E9)!n$bZ-$mg26w3s7i-sl32|}jf6!-H&$0W
zT3cJ2n+Nydl?{Fv7H4E-b@)8q%+6xhyAUAY3!SomzQf6XnKbM+=aLKH6wrZec^I7b
zUVWm%D*lc^w*P!SM2i@l!GRX^5&1qGY3gDd6&3aC*RPEBi0M;M{;$!tvcu$`&^Nqd
z26MNEYEGMKODGd2Sx+}TNZ0Vi{Me3Szw=#VlA$dIe}esx9tRzdq!?5lhDl!d<xG{}
z_o3%8b8Pm1H5gwg!Gv4iquvKf&{%gQ{6VMqsyaVHbY{IsjFj{3WG}xn0Pfau7TtcD
zDnV9}{^x;>$i#q)NZ#w!!CVj$CQ1mrx^)pBy@mo@l0O&1VGxGS(=ymivtD4K^SUe5
znn(VTjFXNn!AJQqL&4cdVVmYH3oI|xo@YB(xUF1&xt_XPI`mKfVR0edQJ_td2#<(}
zfW=DK-~Vv%!=HgDnK&}`#kzsjwYBWb%m=GQABlE?-JQ&qN@<s3q$JQbIf&x&J=0}8
z$Pt>KQt4o|6#lQ=g`pl-x?GXJ%Wj?=0}DG^E)s9;**1zNqqu;|7Lp%QP+9V;KrAO0
zS1=QQ0mO>}c}I$X!>YHG0trL9O)gk)ejJ?quR1;%*&yy(IPcguyRhn46v9wxdWq*Q
znE=eov*YaQBg39p!30^{s89WDd;~^Q@!RiKHe|#9OotuSrB~{=%07PE(Vh<(Dw?79
z>%n*SkJIua?HI}vzU0rXJ_?b5>$amxprC?({g$_v&b`DUkT-X={)ahN<ZZ~y-@t8n
z_cyJ5QoD{B_b@|+;kgF(1$8boqol32)_(k<Cf<=J@K7uYgrZpi^D+juVI;zj@9AZC
z$N6srM3zwhAdx>%9w5$(kIl{|o<7R9Y_ZTpNV7Pi8!n8GE4aDcK0G|Ik1qe2t!%h|
zJ?n<ah4TgtCMpWK(m6gv@jTQBXCiSwy8~{)CO$8^3b1K|l9XJzGCcy#jxD3I68g5+
zr^G<IL^7cu%O;f6%{vD%<tjDBIq%E87+|3W6Lx~l>aHUp=`?J=Q4u8eLQy~6v7kkp
zXyQkMykd&4uU%e<t@#g6LcWqVOonZLcAx&c*|Avly|<r^>d(!F->Wco#HMklGJW!x
zNjBX3r~yH@lkv$(X(}v;%XydZi-**it-8AUG@QBosg&x_$$6>R_V)JKIXKzvbbX+l
zNal@{YLyx#P;6{0jWtimLn5FsK)xW<+sDI2;;tDoJO1DJjmK+3fq8QM6;4fmPN@2S
znt!?YdHy%*b$-{h)`obzOu42lvzoQa(SYk{1gn{5Qh&IYQxB*mR#?n7o@WK{&`+0$
zJ<f*>S_CYL1@JIWzx^D*1GmzO$v9iz3<r)d%5oTKmHRQA%wSn(96{}n5ITky*6_RS
z_J>dFnX0bkvgG$hZJ#gr&}@Ex=<DQbo*%yxE63o^A$<3uw|DjqQR@@Y->+;<*9zS@
zw~dtIgwB8AkPmjkB90Obc8c6vKp+L5>tBsFZC4$L%WsK-X<NUCgHj|Uq&PC+Ll50L
zjVqy=pr*mWL7^!po!eubeYHhLoPR5-h7OHI;d6E!EQAmN-y#wdvM`N*quaFEsC9NO
z_)@5*+7L7IQ%cDZ_J1rGWe5i3Yj8g^1lF<-(n}%}jM_K7)0qs(Bq<&?QHArLPX`9Z
zZwW1R-p69lXs6w<&Bi$5sN~4e0G+BdtS_5?2hVg~0!wIeXeI>orQj%%P6}3Vnq?S#
z_R32+h0^cNqtGl7IEVUwk_`Z|14hWQ9JvIQ7+AHLQ!g1-IB1})J+#b2<-Y6bH&Wom
za9|myJV~CLQqY!vpmmFkaoKZvnqirMQZ2Rsn%|v_(o%e=&(>I+&GAQJ&$tht@t7jn
zc?OloB%~eNxZh9hgZ;GkLgouZ(`G+#SRna${T3!gX(gM|)M9CW-9(~KH6$co4E$N}
zt7al@*$0zaF+Bt!@fV+dxZ?YQMS1+pTMSAm@k0;ZeS^;{$VS18%x?iG&gNTugSE7O
zgUeT%tNeqg0Qqp9o)@IDtt`ji6zfLc^{PqE7mJ~x@@m(5iuO~Qvh#I?Gb=Wsv7w;D
zA6#|?iE;6y|JW*j@Hea`jS)vSK-0JUU_YF{Jbmfo;Bt`_XB0if!=knIi7g#Cn-P3e
zm=@Tr%<%eWN}|{j57D`N0MTaj<zBRVa=9eOhv+NFqy|omerrjO{1?H;A80&e>I4m9
z1Rm$$wZoke{GJeF8(R$jUxrGzJvv0KP|Tj|Cvv|Nvc#l+6AT2DZH!&*GzT)#hoIxt
z7W~N^f_5Wv%3l;Es>8`25-1Q$Q<?&gf`P`-9D@!dll+CTDE!=85+?3nza;1rhoLJm
z0BBMwROoVLaf%MF4}bW2r2nN3Mh>C>s<XcMAG2t-eU-}3?r_CGfJX(JPUeAAtCRss
zUEaP`#w|>LWAH)mB?ycr?-$NUW;-i@`i*U7{0VY|z;ZFd<W5jJCKKwpR+l!imC*5^
zg-evawwxwYYWZI_|0>=eg6zDi9iC3_A`TW;F9Lb%-b+?pEwUKu-NW@7+U^A|5*Ynx
zBC9=BmIG(7mSa;KE>r*ulOqhGU-eyxAsD?py-taL$e$GLn(Yc)vYpm{^R8V)5sSsK
z?;(6#X=L230Dl-vH;8g#ad}cWx&Ae|F`sR>T=%>ASn4ASiRh6>Dx$Pe`XKYckMl@<
z?a!+2&%bU@z<{Nr^-&4w9WZxKLNb`iuxUqs$#Poi6mi-L(f18Mi599l)JN8$Dg^W{
zY!?xKTe}XVxfs04X654JLg__0bg{7T2Ze<m?2q~>FnZ2rKj)K(rhNQJl4zazrQES0
zL$hMMA`jK<dNS3csnXjKclm@X#Oa3ePsoV=FeMyBL@5>Qn~;ODHTwJck^Sy6?aMO#
zk*1`BpM8^WN)h0I2{cOJzO^d)nQM-rq4u|buX&v2YJ*peN!zcU#Kf^dbFivQTe$tP
zli<<pYXUWd$3K^&MAr@gkQgQ?N_Na{T_re^S2Oa+c<}sEok!49>up$Z5eR{B>Kq?x
z3ALzEh1bgXLOB(0Q^eG9@tkxR=*jGww4jG3iS0ok#ANOmn|!Mnt3zLLtY)~Y+~+BO
zGov~JaIprHVKjbUTJbc7qQqE_tW{F|{NKZwbZ5bGnP&1nlG91xT0@VU(-VANR!%0L
z+ayHjzM=e;sP>}7E^pCOeUAc9kr*){F<w(#8crNny}xz=<}Q(5R+UZ!MQl6SVd{UA
zbSh-Nc7l39^S3rBAzO-XWWSF@;$v)oWrSq>iI}@}t;y*sy4Af^mtta0tL9SXx6npc
zsK`iMT0LTUqZDMDEpmBywzulPqAL&!l=ITDvRY6u-ISjD$c!Hh1Sq4hJU?A6>vf%~
zps9+<&m3MZ3imX6lkgwNu}!J6q+LsV{Kh(Bc|R{46jSemIs8Cq5Z4+lA0cmlGP^qA
z;U81P#%35SK|lle_0Gav0r~K7Wi251h(n2RQdxm%?C^xpTYpN8%A&tY?n5HuBQXKN
zs;|dQpP1#>>JEAO4Eyu)1{uUKPG3uM+*n{Z-FY++o{%$aQnuXxiY(8KUm2V%jvlP6
zt`6Dg+y^2HPK+$d)O2DqBJ)FklZU!rci7F&hf+^b%Ks{NYl-NwbP0K{Dy=qT#Z+(=
zdzYU@QRmqrXl@}vL(5dW>3Pb2>Z;+J7<RBD9$c(<Ix70J^Nh}FJ$Ao#AbAJ8VTPF^
z@rrj^``Pn{F3+c5GeLQRt+<tj(H)M20g1X)CHP-JyNi&-RGYZG%Lqb$j^?_rzr_xC
z`0^R5suKpxx+j(Qs;g}V7Z53Fd~6aF1cnrdDCa9!7=NTka(j2fT}k{}x?wfhkM(jB
zW#ek)-XfK|S<(t&Ua{tx6j;thbqti~uU}L9b2A^0ifuA7J9-#hlNzldo3C-ZKD8GQ
zj6tz9KpWLin?27ZdakB_bU{!^;NzY*9gne*5>LjVEV#K_ux?O!i-yn<V}ireTI~4q
z_j%FRp;JfEw!wqjT%y~%5V6Hyqm~StoMv*Lx$@6T)G8MsE?!Buya@U`$b@Rxv}hHN
z7(Qg_AL83DwtMEpP%og!1?c%^u{qh>X1)fOZmgrA7#(1HM6~mNHsQg3Wbv)ABc_bN
zSAnN}d@{onb+bj^;e-~3x{FO8H@z+`y6Y&V%#_3|n^1ai{`-C<^&Fws%c9TQ`a$J0
z(973&S(?zD->8lTZ}t`aK*;q%Qlf1wkFh1wiLEFFQ7PLQp5<fQZY3h<q1|Vm8hY;6
zmmLiuc^AEF;J!qEOP;KovlDw8cJ|kL%PI@%csL_v^;3#JcVFFp=Y1|wMJAY$u@%*;
zQO6Zu#a<Oive$92YjV!Wj3<_cN#EQ|Uzf)mLDErx|6peKDW3qktZR7+wqkqm1Bfrs
z_i{Mz=|)y`{rqv_&qt+GC2Qq2Z4B>?6N}H=*F!?V(PcS*y>&XsTdCsBwmC10MsZJ{
z=+aD%3R|?ZB{e9530$%YS2Q$_6_;t(Kfb4n?Pza}S8|(Te%W`Vd<IMEi3qy6no%QB
zFV9|lle7VcI7$fWGtiE~z5Ris6zzo3Yf3ygIgjb_CX(A>CHF%iP1T9DYwMeL5OrYH
zxV{`WsM}J1YdEv#?ji7dZ29QLiqI_m?}a$}cAw4ZoZFM~A63EcG)}%GSALAmN>&@;
zsh`oV%Qn{0A_TEO%9B9>iz5*DBb@syDQWHBTKDQjjWk`>lGTZcKK%<?02F4V_mp=!
zm?ZAkcL$o4iybCOAo*OV1%o1mXU?6;OOg<n+glueb;a`GV-+Wli!hI>y3=Sn?asp-
z(6ac6Vx}Hop^%|w*mnE1px?0k5@aW(VW#b+RwLHFaq>Z}({iV%L&VQSfVMJRq8X&6
z$sIGjW!rbs<VqjjMjuO&pAurTZuXsh3!!$TV{Czw%s85TUiST$#`GXyMHq8rFM*MF
zLudPc7>HD^wL2T<+QMtuJ`;<;D#@0an`to_y+unq)A#&K&#PCB&@Iz#Ws|>PBR;_0
zYTdue>Dg%ja+hi9YG`q9reICp148sqj%L<nv8oCI=5~CDbV<fS`lgrR+s6400@X@|
zvJLO_MI4YhU)#N2G{n7r{YnQ{JE4*ka^9VP-<Ak(!v>Ppl^g2@&%NfZH}&jw=oZF)
zYR_DUqY~TXGz`F<rwF0c79c$G5IeUdNE)RfwV`K=>7UddYu`^%XZ=Fz^V0i_v?x(I
z*z9~x2yk|pAz#S`h3Z?<n{En5egh+BO)De#I}8UH!ppLTk5Y_ed%9TPu7|+^jD944
zTmG1A`E#$U{+UgKcufCO0^;y)^P0Km1m{$E0Fs%S-g4p^BLh3t9vd?l!JmayorT#b
zTHN9fTXpfQj{~vg#~MvSOyXoKm$W}AxT#hF@)><nyoVwN?9v|q*-UtDx3_Of^1+Du
z&D&r>1~Z7ujr+}syva<~3P$QL^nNyf-a-5F7<QK)Fd@!Q!%ZuFwR2U&b3&}-0<Wx)
z?I@}Z1r`SSM=^Grcgu+&%b{<5NC0%U?EO)$x7gKJV+3L&7_8KbZYjYF_Sz-DuR>KM
z0ryu5HdqEkznK)7bM_4crU}tNH^-K)r<@wJiaNu4{@0#g37I$z2&jxSm|}o`he~|0
zyF|4K?C<dOqBvFkatG@Hh**Aa_6-zh#I-*nphEzGFU;q*p|x!sDxDl1bF05KNEVv=
z2#C>=L4z>ZS5Y_E5+Do)f>qxjV=)G0PL%XY1SM#3eh2tZuGLVQSnP<sB2Let)Eh{?
z5#I#Lj%o0u4if;K_qR^8d-|1sr=P7rk`#UUl<6sjYG{CDj08uMN~zwV;aP!dWs0{j
z&d@NZ#`U~84+8=LVkH8cH^+G|3#@LmTMyNVa;W+IU{z#;)n*HWY)c377AQ@)9CP%7
zjr($+tR)!EdayWI%PN{(Vz|7;SPLbEEmJ=_Kp%SXb!)nY7zi>7#5GTUGUgXt9r<+K
z-Y8RN8jU5vMxA}RJjj2tedFg446FiBN-b0vshDs9e(9*ciP2x>p)5|Zr$`?lFcJ&>
zX0s}tcgGAsC&DU5E=(WrsmDsg0?AP#K-cK;0iJV$05K~?<Qe}EAY5G$o)KEpyAQF+
z5(ov!91m4HBmmuqN4my;MWTp-LX>B@hVEdO%E7v;S1<5lKJ@idCB{M3EfH^|<7g|v
z(}(m^Nl6uauqwkRngl7!Dh6=6K$Th!mIShjoCBFwD(SrjfNk*UG$yE5F=Sgcuwc0<
zEv*3)Q5zi-?YFt-(4<7Smzvc(f1HTmjhz()fInQaI5MI7Biv_yq9Oo*I5J^|fY1n;
zQp>8U7A{~q3qgMzPr|=I%SyqSafTJ_yp0E5j48RD8A3XnT~P0NSdb`CrpJZpNWkU@
zT^<uI3V`ijmx%4{Z2%iL_xrB5eC+Hh?wo*pP`N5&%KpD<`2Xsf*4X?dAdkL536T)l
z81bUBlL3Pc{x%JNx&30^?#zIR+tst3q%TTJO0luA&ENmMcRMsxV{;$ADNxfN9UHrM
zdH=Ok$!GVY9>3$xaEW3TV~QM0+8Fc_@{s5)qQ`_MN`HC*_eZ!b6>~A`w`?coaT76Y
z4M`)$SARX$ou-6a>^8csd9svBMJ+qd*dgmxtuPgh*Of(o2szK5xfKbH-`d(*US3W}
zNQj7tuxxsmmc*QxoGbw`OkJXcz*Ews$mNLmJVfa|{Xt6Ctsy6Of;i@|{w#E?)L@cc
z(5lnO&dIs<=~1Rf5LYf&Eh#OXJGfeIFpC;6oQDSt#gfix$wbDC@=RTpl$1O?JQTju
zbKeTd&CNA`tRoQSgeme$RmS6xK#FkBI8wo8ld)9uT!{jpk0g(Pz+t;B*TvKQrH_x#
zYuXd9lGiD(d-u@!smR|4Ggi-G=;hb1U#Y37LnL}HJNGviESq45aDIMXP*AYn*)*iL
z`WE2i<RmF6nIK~Iuc`Ma^fJM)DC29n>J=JbhRwZyC~^vVIa3Ik^u9aWdOYnBC3<4H
z@Ef06zt+pQJJmKm!dej|y8k?NNlQzMh=f!`Jx_**ZvMJ<+4-NTVnUCVmMiIsC@w_1
zvR!6*=;i&5#LVn5c{g=6&Mhq+omEpN)FT%P+b#2eGE#t2t`MQiH^!9b$6K#lUSVO<
zCaJ`KPgXKdMS~+Fux(T<95z+D!{i0q;4!orPEW8^s|t4Iljy#jEH^-zb?k=1OtKTI
zd4%wLFuLmM>a<ySIXJL$d;zf2prRv>Oh`zWk)6HPVD{xPUq+gkKdwb#!IjcxWo~Y+
z!}U0_J}@Bx%e|lTQ&J;u8SEnR+2<dFH;Fob%;Qeu*F9^uDuQk$>?|!U-QD?CN^d?}
zb;RHB-<ucW9Q)wTUyz-%$9X~Cp>5nxy4gmPkYiU%+U30JTl1|SnfVzR86jbkMF(2%
z+)_hGQs7lsQ0y?!X8c{%W+r(m7A#c}#;2xEH+o)=1($B_65eFx{hRZ#Hmf*|%kxlw
z_dd4L^SXsQ4PRJTAik+|8wztIoXOC8X6ron;+~`z46p*NTlM!pJv~+HbgYD+0raEC
zb{&(;y9W}fiKDFFuUkjLj!?yD6&I6S<Y~z$u9sNz`s&KrcuFP2#pc`fq+?Hqqaf#G
z9LD+v{y>V{2S($|`=`6RyMQ-Hg@S>9H+!FAWf&G%hzg%$J?Us^u_L59&H}8mWxn4h
z^t5^3*Dred`idmTHhu+{rAL~^My^oH#CAUJF1YkPY{!Yd#MpUnucWpRfCRl>YVC#u
z<Ws7Px>`_w+gcp$4CZqVUA_u3bS(e(`&a)wuVw%D_#HVeA$IBi^ld>-_WzZC*Gsg&
zC=kow`<?AZH83xc$>Es2>HU#hA&b?dQT`1RS5-5muuMd?Fl`-YckNAr=K=VeGRARJ
zS%qf-XcwmpL|ljTJzNc}HR6C32#V?CHb*TGtdks}ZEOw8Bd|eV(lyHDyEye<6!ddl
z@8mt58Yf<n17iz!nETDX;nQq?9JVt3uOYO(lT)E>O@N3su<g+EyywV2Rxd3rtuSXC
zjfG{TfIPFl?)&=k{I4525mXzwz(R{B>p#<sigRfF(=MdfN0j>;=2jleiqUu;6VZ%2
zzdJo}FteSgI24n@IWo|EO*sguuq8I>Ho`12-5EAeDf7Y8Z=l|$rqVor;y%lV(|hYR
z$do%}(_0Dj-+tZQx$mNU;jbVF<<PGnFv=`3klvN7(?CNEl0Z%_0hLGLvlhZ1e}78=
z5Gs;fCUGG!;^gFvkP39tWx_M6)1Xa?7%=QcyytS9a>!2FZ&o`AVBXBFK00s~z(pA_
zWS`{c`$@owCMf`z&4h)28<<Bk5x*M|6Ji^zU;ewfNdeVvCL$q0xa_j&`g5jde;RDs
zrNUQjU><(t?080(4N?jQwpYtn0l4FpO1-?iz{Kw|n35#TDP*Y`#V|~u@m-+>98Nyv
zsin%w#0O16A%QEA1et`dk7xauA93lDK7UflCpI-RYiVhD|EbP@=DYh(0{PN8*ovfr
zsi-7At~N7|p&-CF+c-_W|Ky;fu9B=k+tASPh8Og0L7PRLF=bjx1$T~12a=My=%V8c
zDlo{|DfrMm4}l=X;G={D11l=ptFxw{k_FRkPS71DAQoavTN^(c8!$pj<bEe<Ys=s&
z^<QsMbMxU2WpWXJ@BMa`|8zwn!T1<i-`-9XBW<&)hWjCJDo@x8Z;mKJN=;q;_U0x(
zOddSDw`WR&&2RY>qvw?#wXMo$>cd(QPv>L)l#`W3Ohy(uA_oQ)6&20ag)UsQkJ%?2
z5vvtV&t}6cLWxkqNC(0Xg;`C{%R?pb&n#FTmXONyGfmxp+}!l^$Z2kNkp5zR<0=LA
zx#)cRR$5xxzjgNWr$6vd8#EU+te<|?<+sc4Fidi-RF{V<3#yf+CHfS(>Z8f2DVzio
z%>-GRw6TH_7*zcI`*(3sjULxg=QfJ9+x>b$-NLV-zuBgrE!XeGW5}U+fgi);bzr5R
z9&F@OyT2oUq7&k^G^O$_#YvYQR}MT23z97xzFr5jU_rN&Y(cllW}8kuO-)#8H;C@N
z7#$^e9vzkABPsD&mpj7r>Z-5DMn=$v=xAz2NKwtY^7>y8>71g>03t^j-Tl;Tyd29?
zye=;<2Mkpv9Vmcz4@WgvZOlweQbj6kUsIL7d_f9-5})IOW%+VdDk_MJ4y4NoIyoi!
z+S$=TjEt}cg`WG<HrtprEO&KvISZh-Q54#B-%G0v0<2f7b1J*hgDf)Jv}4&9H#XvM
zFz?J^UUHE-VjK+A(a~Arpr#sJg68=tNtMyw8U+KDMURe-+~4%D;zboy{j29KNjLBS
zkw9+0udyb@f323~uQ|g-OdX30lix?R?O#K;%i0r0j01Z&|NQy0JC+uKoQ1XF_xik0
zss3DFh#|y&lGFGZP!X@b*Ay&4ImZRFWh5k|t&;STw&v!WL1H`HsDY{~W*rFg*b3~k
zzP|qZw@GwwDFZHwM&W+522<ZD>?<;^_@TO<kIU|8e+uHmp9Stx+<(nkK1LQ=5EXVb
zH#fh$_)<j<7*-#hoSbyOJRCLK)YQ}*wXZKO@^En#S1_V&1|eZe6ioN^^^LLi{GgXB
zP&T)+5_H-dFOrGt+hR+uD5USzXTy$QVqrlH>J3frl}0fO!E%qX{ILiWV$Qq_K8r?@
zx=z1Ne<B!q*Sm2~hQ-XvdeojP2Zn8owa12AF)0*7rgrF{fcDM>1hYuep*D|8Q|1&i
zGqWzGOPHY*OvP?T$HhVZ=z4u$fZyoL_*ae;cIul{dC(-uO1w6_K4d$I@bh~dEmlQD
zyz2=nkMvZH0`@s%qrC4deJt~PesHl1+1=eee?GPmg0X9CT-@A?xHIW?xxeRd(pr*`
z_+pTP9~+vHqhq2IS=^A~Tryn~_LlwK5V;=>)f|@z04r{2rZeD7aeaP1**iBq{ipxB
z&#ewD?&4%kbI2o@`Db5RL8?6j+dQusX@|XZbzCRcfOm^9*vtX(fth+8l0?F)kNC*q
zf43Ag=^SH6BZ*FoAGg<!S6f*1x|u?7a9BUcF`}LFf0RuD!w8tRQ1ta_&LKN!W)Vl%
zi<Fd9x8ducutjn$GI&yo`{{UppQ6xRXnkS9gkW%KNyBKL5B_CX(B%-<gUgK2!|@hQ
zTUeE2CaA<BcAJE28a>YTIl=Aq#pl9Yf2o|m^AA+mg|e{j--o?ibh>|jUR7NkBECq;
zzgJcRF(B|kg_h>|Mw<1r<%<@#U)D#lBc>j<W90h(jg7^ayg%)E^)1`|<xTo<@Q?}?
zy$}!-d=ns+p_x_$aUpf8IeKWaf{cQa#dXchN=qzY|NT<n8>iqc5N^z&IV5o{f1~^5
z%Tx?8Z)e|UvXal+zGc2hO~S&$s_cLHEbkXuPIuxuXJ%CHwVQWnVu=Ly;DysmG?%MB
zzTtp)qrWfPfF=(rUQ}ElchV|Bu2Gckdrj2xj6ptIOu;z6+_zg+g6dGbN|A)8U>m#D
zt+cyHO-t()9%uhoU~P#tdT6^zf7|m+pxR`bYvSWNn~;lkF~B?NcHQfgeNflynEN0~
z-_n4NOR>^~9-l?qUgx$9R6G?h3|rY=>|>x^8d0qcvFh)37gRfu$G;6LS#hzkYD;4T
z<m7qj>GAh9L+1@gG&LO^f_YPzn3#0f5vSdcN-D`P(8m<H19(l{p8WPYe;>gAS9%=g
zzl-1Po?*%AwDVGl2KyWXH*^Q)Ufx?F_-C|vQ%LXuFlErx)HE?M(O@=pb9Lo?H6!DG
zz^5dV*W<VwS>w=r!~YB*rW-<Q7k#<gmJT^)KH=un+TrG`$UfES@qIpS*-$E-n=!|I
zM6IY`VP;PGP-WV%Y|h2Ve;K8Jp0H9|TMI-9Nli_S-(d(A%S}{B92y~W{5})O4oh1J
ztdV)c72>97Pe>j#;h{3igNLOJQo%_M2l>P9+Q{ddy+L`t4+j&x8}lwYCr=|b92wC&
zU2>!RdU|?2_FI8KLl>9p!5HFoR-T*i(_h?BKc`S%T&>W843z=se-#<#TF32cn(iS5
zRWXT?PQ<epr&RJ36qcJEunjfwbXizfXtCd|^@!tms8V^wpN>@@k90<Bv!qR!#yyya
z2+cC?un$frlvoTHhSup$-k+V-nrL!RB&yHC6kEP1*8F;xm%8o0ChEo<glo)+Ip0%5
zo*1bZaZwJOiP9pJe^F4dPAxJ+I}?HgSvVYSl!dmfYCOeg&~bz1PADjUEV__de49la
z<|1E#G6&=B$!no96!s<YpDJ3w@~=D%_GUWMC-t(^_j^T%8^&vwR;CqZA7*-<F>AgC
z5~iG>8Zo8FJ)aMeS06b}+N|bgW(qj%MORduDHWqiNJSP7e;cb%21Bauchin@bAgEd
z-+$15pjrz!7x*}Ip~aYQ>*b@`pJWfHSQ55A(9fJZ;5xocauVU?4ZD><wj-_c^ApKY
zDoS>WMSTi2_-XWufjqlIm2nqrZ)%Dtlw68mk8`p1RQl|P;@=}v5NZD>sg?dcN(j>!
z5dnd}5qg89e^f=qA0Aw+w(8Z54a~gDtAn}7!m<iEsdy|HFlkNZiP~x6&03q3<O2<z
zoElnM@EuW=`ZUwDka)`}%2G{WVDT0{07b|y+7j!!WMYvnzNw``B6ps!wrY4g%{%Fp
z^QYDO&38}Fw;LBC9l$@Z9N*!7PNiW+AnoSH`|=6ye<9dz=lKibtW|=}?=G*~6m{M6
z$s!VCaMgK5gz&edkXXF}3=+?dO^OO)#I@J{=h1pTZlV~^7%AE$@$6CluvAuDl-TXf
zR3t3%p0UhuO_S6f6HP%u!JT*EX{o8I-$HD}&KQwGp(wX30a}oC_NJSp$cM~vtMe!`
zp>?YSf5^D`|2NzRM;?(X48<Y;<InqYas96dn+f^vt9W`4`fjHg9G*s^i|}`0x&rRl
zZ^AGH;$<D?1A@F9b~;}rN=dIp_dBNr${Ul>1lWTRWKziZ-VJ<bZOtlDcRZHlm41h{
zvV-nxT$jf~M?MiT*p67=F!iG4Rn;YOdy^(ze<TjUmuB&T>+M7L>__9>N9SD2=N-47
zm?1_tUxR7ke@zGyfPvvCA$>bL#U`2($P6DKJzlpbTm50N+e^(=$@NT?VQuxxO#dFO
z)qT1ei&^0KWgoQ8CP_T=hcDJd^IyZ3*zV+dP<b(kVF7__X?0beHc74=CZztgBbO>}
zfBB)xxY6xXRHEGLFA;87m##p|PU?v@17nu)aWt&+=n@M<s;Ntbxp|ozELoc}v(;v(
z2LYs>3F5*$7CE#XyRGlgY=eVkFNr_L74Waemqn(Kst_4wh(xoEI^%n^@COa1!6mKK
zrj`~n&BgKYXdt{H9w)p97<VvkXgmIAf0=dD%Lxsg@?q!8Y(dw05{P3v!0ac%k`NWV
z-Hs!FEsnb58|BazeHdoj+S;<MvYU7D>I-a?T^oe*nAzFb#Dv3A5jZ(^8<+q(oGbnE
z@#Dv7!c>zk-{*(kAS6DE?d@$Czs7FMGLQ><asd#YDCze)sp_vX^SW--qHI<{e{#rf
zv*XBRT9%na*21;9CPxTwZ-Rn>vD>v|(C+G^5)gxHtk6`@gE&5qvPRbTR2Oe=?HY(z
zi<bK}X!QBn2R9gKorz4T?C0sp7<?vF11eu?j;X0tB3Okj1mluxc{Agp)G8^=jYBV+
zZQgir!C>-}8^M>#%1R03v3iMue|TV_D&sw?uSP~ge*>xK#ZH7DD#V34Av}5Zvh)1h
zp`XpMO}k4s4MY@L*VYDOG;IheIXP?ESUPv!6y(T-iZN|0M1qn8!_L;$5#2l_b+Zu`
zO=M{#6c@$71_aedYL(x3_BVR`^lBiz7<%2_<!Y5>yl6!We>(Ele+C<nf74k?3WMiw
zZd{wR2Bxa2s<f&?pN$R!n3}XE*rFE}zG;+p-b#ck&~kEfe`A5cv>$s3kScAAl#EQe
zNCiCK+bdo)v$VFBotukDeHKm7qgI(RW-@hIo9ndmeDbg=tHej4jVDpN8rrJNM`F6C
zB3Jd}N4`m&Ms|9-|5<uYe~wAsK>ZJGmX_LD07mfkn;Ili;+RmNp^=f1g~huU{8r%%
zg?gZ=EEx21bQ;d@(_G3Ljhmgv{UfnK(!A&vC_$oo*EVAW$W_A0Z!J!yH*V0x4c}jG
zFar{|X`k%uM2EjTUG@Z2^^kITZ=G)sy`Wd~J*}NEy&=B1iwGn$f6UCv`iK`*rxERg
zN^m``1<PfK_-;_saD&3x=3|(8ZEQqPlSyXJnpkglIl8;!%TemDoG#J;gBTKI8?{?R
z9lo<eVQ2;Tv4hk#u|(~Jv5s?UGpIE4MpVoiTSX+#O(!i}8!`dCq|Yae`syqt9HkkZ
zG-5mrn6dQ%y0W&hfBSOuU*6qCVQE#b=C$U?PIj|dVg@<Sf{*_GIBGAk__J0NJ>8Ux
zz11iVC0TfL>M{$qx^ku_H4&bt4EDF!IIe{gFWo;V%x>JoyZ{YL{xYnKnjvG^xxCk4
zGS$R$R^Z7RP=ArCav5n`)}-7j)stS&bE}Cp+(&O$LjyYGe?seItv^f@C%0*1<T<y=
zNx@t?Tbl)P4B!67?{7yFe+|*MM{6ft(gOH>rACUMa*73*lRL)kmV3+P5p>2uWaA+S
zeR^C3q@*Fs{~jK6bW|(P#+ng*&6cLZDdAU=N=n+6a&~mQx!p*)&GPblddaKNtNho!
z=JMW~kK`t*fAtQBmm)0OgU{UbMCr6HrTFW0Aw6W5uh^9~DI+ImK^RfnUMwALP)r~v
zG<36joI)t}@WwDz^d`v7?D=4sxk(VL%af&}t*!n2dl2Se3rE?3Gt4&Yy#|TLk>1lt
z%!a+|%gt57i%)3$l|+UimF{e7i}4FucCY}}%^#`}e;feVm8mlJM$M4s<x(o^%;uQG
zJ@(%BSTde;Oow`Q{U+}cICDbU3L{<Fx#f$gFq^%&_ohnNoY#Y?)v$iq4yv$BSsFg^
zj_z&|Zf=-xXp3eleN@GXXZx{WIh7~c<8}($z4sFKd)!$QvC+{m-DMw$rObrq10UdH
zG$~S|fBKkiXVss5wid5Cz2Ki*ugWO?g`)E<N)R$~83UN_1uWCObSvpbmYVZZqCiYB
zWO9`B(zPQ<G`agP^#FX}SVDID94@_f?9Pq`&S<X*7E&-7wg087qoc%%&H3gY`c6U&
z%R4^V*dxq%JiQ*@x4BZrnv479r(-|gSEqX6e+K7N3&N3$c#9eM_;k&fcY0o1!W71g
zx%bOc#_GR<IpHQ;p2&S}@DI9uD5ZNiC95rV{jtJALNtZ{9?wtD&BZVz<Z_>Zhv580
zS%c59&5tZdq1gKV*(c2EguRj93wpAJVf^_y*h;BOzE%s-V~#=N@L)z`aT{&J=Xizr
ze@y4%)EE8Gg3aITZRpt8*w4$!9Kq+zK0PY!m1W{+PM3*K@?Lv8Y<v>?Bw<jXKxxmx
zYhJXHf&!b*WEY1b7-YB6tynsTzkOL8vT<+Q@bdGU9)a26clN$`m74FVwsB;(<qXFn
zd={#+b{=1km}^uSA98rRNqP}^2c31&fAZct>A4nNjYsEdor|}|toN_t&%z73FUd<$
zQ&S6pfrfT=apCq>(_D%|f#NX2cK7s*jG~(N4i9#r{uO*j#o@a|LHX-=^)*(?w^B_~
z?)fA3y^Zq~WM)P$1V~3`CK2AyFw*lP;G)w*BNI37k??tPK|6u|EAiFh;vybCfBy9y
zIrJ8>uAMxT5{LP>#3LO@j=}eP(9%2IuH-Qjj4bm1G^g^&4I5JRlp<v{0y4Uh46&hM
zK%5ZB^v?03!gED@U{W!P{y7St^<UdGDr7yz6siPS+N3tGTNWrh+ol`7-~GImmz-a*
zxC{gC$rRirEW!_|RNTii5XHzbfAI3~3=R&a^MT~zNq?=atZ<-hPh|0q7-Or0Mt3>(
zKTkMEns>*|UEje}z|vAWS*pyoM1gV*q-e&x@>);i8a_m+%VnW+1bL!_SjPL~ZuX(N
z94sI4tmQY|UlVXwRYa8p&a%il>OIYc#*vFoPE8%*g<NzUIA+XWimLjke-uNq`D;8b
z?h(5TLW!?J32mo|O<Tq7(zh~;ZbiEb5&!4!j&pKz{ck{|xE+a%>&xM{+wrStzW#((
zt^sa-XV%5RYV=5WX6j|J%@F<_Lvn2D7dSYy-VQHLYYGv9;gK^+8Mx6Aw!iKLcT^N%
zKjkD~cFAQboY|DYZS2Ble~3GZJ+OyXo|}78T|tt&M7C5wpJ0?#G%m<xT2ZOjQ?q`g
zUeo?)Wf0w4^zq7w`0RNUpes7|UxONBs{Qo@W+|y-yUWYVVGAAg^|R(&dwY8o3zlu#
zh|2%EaMBgR#Ia%BetR|4qx-a@`g;w8j+PeCTJ3fI=aUF2xr-Q9e^3QD&IC}C_o@4S
zFY9*s*dzB}!AmA)W{WDgV1s`zC3qOx*q{UKNQcT7ESIfQ1p%%9CQ?>zpFgTspJ8s?
z!ZES3#>K^5Ze4rkxYZ%rb~+y<+N{3BCXelggoKorGXP*D2dUO^A~Eyu_*b99?PSe?
zB<%QJ^mwD+tNN(De|n6+R-2_%%d$x;GB3Q<$JDe07PL4WLG__HbV@&}t6h%}e!6~9
zQ21BN#pSnr8Vj5`7g6<*(w8qrbWY7$%u|=Nbaea^mQ^~CUGFg;p{b59vCjb<bU_|V
zwzr~(;?5`RryjXT{^4@qSr|=BW%KvT%~c(>M@2==&CNYQe{P@ED#6L{Kl`&YslZHl
zQA>o55SO_+sBQI;?^!RB*<|*C?XMG@&7f$A{`!&GvLGKn20t=%Z_j(fjwcHYiV#$-
zT!4|<!NGxAB{wH$lC)~W^3&Da7c(=n?^SAGkjLxut)9p3d$r*J^(r+e6iOT;U8iB)
zq(#!={T`q%fBgS?sC>Gi>q48n3jF295-ptc%MJ4&;x8QQwQifXEl-x7&vnXCJGtM}
zIVx-Cv^7s@Nr}*u(JL3s@xk!<T2-*q7z4<hC|MM^maI~PanRon)wS|q?Ay<`hGrN0
z0qIEbF)=YnuN|w^zkU5`IEJ&Inclen-x0^xDI8fJe}=95cq6wuJUk4G4^K}|;>lM8
z>!L5a6~S=%6f_Eh<{X`G{WZd~XZXQPMoa{NRCZ$pc`g2;OD!8YL7Gu>bc$EEyd3X8
zrvb10;h(#Lk@7#7h*w6l$ExsG4O7s7fF4x<|9#oSooHGk<Y9swh`<}kpDHPQ(wc+T
zvVvF=fA8S^l}V>_$@)838mixMN;4pH+<jhKZnS1b0Kk1!{;XT6@?ItouoLYX?Fmn*
z+RI)Mcoq%<EdE`y5#&V3_nD47^!m)400c-B+E~QM<WPTx|H)xW6TvyCF-QW*arj-H
zerASDPHrIs)H6mIq9^+#^drT;E(XzG***96f8nU+bTyI8>$H?{l!zI<S#~c*R*IwI
zkN<F*t2iNmQbp~cNR}&~5=Az8u(Ru2FX7S)Z8sk$Jp2UxfxLTKeD^YFY0m4^1p#iD
zxQYTkQI{6FixLxUM9~bk{yY{)_<n}ZWlf?sy6-S_F8VKlaj&%`qEs`_+bRH!jpts5
ze;J0MLR=R<N+O$_7?Esxx;ghzV+6psDH7p#3I}S^SmjWzEoG(O^H2tKb>jXQ9mx}U
zg9ckE7n$?78~H7zaHv_YGlB~Z9D#gcb9{HB+K+MV>2WI;)eqrp!8;lse%8Fc`M7<m
z+rAP!-lxHawa;QqFH1DBjBL=X&C+wTe`596TzcD^AqFr<{Zo$lv!;)EH9dO<VJCVK
z$We5@gBV*g)lR$}&Sj6^$nw{}7!jF5H>8;piK}F2{W0@z=M0_#JQi@bY0~QbJIn9&
z`H5Dk-wqlfG0&fbUwL0|<h2ExyAo#n;a1{XiqR=3GHQ<i!8dTn2kb(Cfc(xGe@SV$
zcs38C7s|BPO1@c%V45E1*qxMi6SJ2myDv5bf`R+~Tv9Z_h#-AL_@ALQl?#U=WVt1?
zM(*;#Nr-Uf!}J#8cq1J&uT&~99UEYddSA2Lmp5qBf}`DMFA?Zt)oYz-(u*MBDm&<m
zxiiyh547Izx>e|m8UM!dC2G7Te{q=3D(J^H<HMBo);ko^A|eTH>m&Z7{TPLl1AY1L
zu1Zz_W(%9omHF6!I-qtD6<?W$aHzU?Nnw(TcwYQNNF$3TKR{2jttP}n377U85(R}W
z_Q(OvC_xe+0;p)=cS6E&SS*V`QOXT1rjJKzEFH?YOk*TdIhUICV2Etcf67ym0O(N%
zuV`a$m8xN|0dI`#t&ONCu_>EB+kS2{G$B%BG2;5N&!j?usji|n`_A7W1+CJZ>#(u7
z$@f=vxHZ-yxjuJrsHHeY48VB2!~~i$E3q^<{&s>A?3?JUW&9R&(dkx6>hp3>`EfM#
zn<H05Xwn`2=lqbnu4KBxe~zi<?|P_jk&(T0GkR=)PnwgW$^}yxg{pFpg}lv)@7;Ew
zt2yCki|X5A92E#e5g?2xDou378|2uVN^C9rGotj!OQX)Av^X3)O{9D~$~$VgKw19o
zQ;G(gP!WAKx)=as=2tvKPF#V`EspxZjUR1uIp2jTBD9G}DX~4te**b3d+=BRPmCeL
zZZ)Hh9xXzm-o2nU$2&=BCI0EkYvTqMgxuHelk)GKP+s23cr4&2$p#a!*A*pw{e0It
zKJMInD*IUKP!<x;mX&Hl{6@cjbV*wN%?BVh9P)lXL@92|B7m9lRg>g<3kOknI1d<o
zGftW=Fc<BVEG;K{f3bOSm(NzqRp}#(qLWro{G0#{N`#>}V8wZuHq>u4O;i}vZei9^
z{9cX_6(pfOg8pplZrxwcY!sTbQ`gE_Jl~!}2pUoRi28F85ioVC1pw46^3wlMt3;|R
zz2%0|YBtZifm2p9dYRJ2V3G4v%99&yi-o2nV_nS5&#C^7e}ZIyb&-)cNs<<_5_19*
zS#{xGRcwqSsdowNnL2ba_nLI>*d^(|B7powDOe<4a?0X##X#9|ipEx?Xn8!qk@NI>
z$+)07j=_eU)JFF^kMF7xHsj5W@QKYl*n=}D{{HV|2LmO<DX}0K(J?I$OlzIEtvWw!
z<PTCbvhM)qe@SR>!KnNkp%B4N^a$JU8S%w<w`z4l^Z@<D{%^@H2qrOV5_iU$gJ+rM
zQO4`$0Lss+`&{rwlmL3lyY8>@D}+VV;v7Eu)`61h$qeDK6y17=`I3#4$IOWdK%2sN
z<L|?Y7M}tQ3)92L<lhxhP@OY-Nn@(0?6sfR`9U~sf2gUae4Q_L;5HBmI|ZhvIQ$|1
zZCtz(uaB|zpy@j}VEr73!r$;bV&1qFo~l%<>^@~>VYxVJ2f(1ANo&{jq@Pv6D2#dY
z7}@_sWX<vA>Avy2F9h{RcGGzsbTY@tHvII_uJc^lk}}Vk_wlxje=0|iS5&m8vGHnF
zp4DXzf3<r+eiM(D<!o%^>4g3AJt$M6O080r(R#ux&*$c_vgV>=binYufQ&<w;=stx
z{V~-Rm253DcT9g^dg>y)e>JEFmf8E+c7h!)O${|w2tvtyu4eZ4>2YoXDfE3w=gx>?
z{!K(xsSy(sd!2UO($dm`bjjy#_(UBh6)e2gfAU7Wx=$fT*Me>*!3N0wZ5|7j+`9)J
zxwn&or_r&o@b0(2-Qc3*;!aIp*CFeDeSOo@%1v56hvlX146MIvY#pUdEJL9l4Gj(W
zEZTfN4_p9S7@IgbIpsoidVGBx9kIpaMh}$Qcx~7IEq$deEH5ulNlAeLVn#+r%ZBgc
zf6hqKzM;K+y^f})!QLN{t>^gJOOg&ZdsmqdsE5V4J^gy82PZN-&&M2suk98@c1v6N
zEUc^>?Jic<*473F1vBOfii!^Vj^P-Xn5Ap;UqtSA`Y}bVTUM7C-i+=#dh%xrd)>^J
ze<cx*-TrI(iV5u^H@R8OB3cu^$yT>sf31cbjmPz2Xx@#cd|d0p*cnV-8Vja(Zfn%7
zNt639<N*2rla$$mOY$%Vwdl(p)PT;;g347<`p;k{vQxHY<mR-wKELTa+&1s|au0=L
z8)Ny941=P-zZ=bX>u!HV-~d?ky2s(heF)e}fq-kzE^U?;EoPBgP&wP=6%Pw_e@1%x
zJ`37%ajr^`*L!_owE4%%l{aKi%$LAVUw+&N?Aj}$38#gn6IeE_#1QksG#|;({bCE!
ztmnY(^Ka1W#RW$t{Pc4doFDWnf&oDZe(5%!_aPYkVe#jHG7up~ni?7YuQBd=Q`Yn2
z?YgAOz85{FOJP^Wl(sN43kysIf8Pn}aqjP}mU4OJe(G)-zZUu;$Ir<blp_%9Rj;M%
zKQ%tiww>ydE9&<$fUoxpBf!tarAd|10jl~%F4c6InOmsr)|I${+@bt|0`V_;-12aF
z)Sc!1Nlv(0<=cD>rjieiw{2~8kKa*Xv<buBzu#F}@$v9r<UCiyRUAS<e;%G=ky<5J
z13IbobN7m!Hb|B6Hgx}`e)M0E`2WG;>)Wx%;M4!{DFJ@&|D_6f#6$RgDXV)O`9C-Y
z2|lQ*X&C*HR6#=xDCS~N6>ba=V-QHz_5{7cZ;N3v^AFr25Pem^bTxlxQT`dDs^ybX
zW@@WWVPyP#BVnh@_W|z+e_BUSLwUrtu=lhP)pDX*>YtkEb@9KGtP^JIo#dB$$4)Sb
z;K~xx>;-=eX6aNa`L98WQ3EZC6R{j>g<X#=dkuz9Qr)K;tq$8S&yS%71fi7RoeS3P
zJ1V>=m<#J5Crm*@fQnCP+kA56K94uw)P*6}S_0|qX95|yH9E}Te|bI12MJ_wa`J5R
zu{Dn%2L~0nktvG!d+OWWg5-K8RGa!`YaucjVwI9+{n>rZGCc4+r&vAZvHgVR(8*^8
za55W1t@@Hns6n=%o2|L|Fk3V%MA-BF_0Z)a`X+bZefs!vadGkY?+*ilT<Gyila-_6
z#dLwB>iY4$_qszie{7eSnV4X5%`^8uUA!6bqQIb$f6c{fl41UTbaeE6%ll(nm?HAi
zd#8#nQQp6^*cC<m;N<F~Km1t}j9`)>ez%iskR>eIb7o~`g5(NPM=gsCvsb>_<z<!^
z@w<55ol#;fH~XBf3n%NBlJYwiYcPQ{i`uKLR$c2fes#mPf0!Wq>r#k*2^QGgg--sp
zOQxgZ+U}Mz)>Qj=o<dY2QJ{RTty8~j74(g{6i~4{3zo0bK+Ak1uy=F3DiOZBy9+8u
zc<*?Bv75zf7uvt&_xjwT%6Q-XdJWO*x%(4UcJ1Q_J8E#6F6@XNZ%^$$r12EE5{9Da
z)a#V60&el}fAM?cr$k@ZxF%rgIJn;c;v!j~T&^0(81@8Hug`lES#=src~e1lZQ3l@
z5kK|yfzvxX#(H{sk3W%=ng2c7a=tyJ0}=MTqQ`<AAcC)EoklX~=IScF<g=7ACk5rN
zg-Z1Z<j7!Dr?$1ezCfGRn$8Q9c}!~KYe|!!y2eK5f4@uYRHLR1B^Li~a_^?;(H5qp
zyr1LpyW0xe9*XOKT-BeQQW(v!q%V%_LrhVQF}>EY1Si|9Y6vkMrhHT{oY^muiGxKq
z>s5>pi3C{$L^0&L*4DeZFQVw^=ouvpV5tUtU3ba^+1i}+tSmv-zXSwtLuIJ2{-aPA
zW{PB(f5#*^dC0PsqqT@T+P>ASnl=o&Fw0q$W8CT&U4IHRD`Vw}LPywyt<VRS2U)aR
z&;Ac@Zyggy)c)}<?ykkHNQ=8$DNu?Rcc-|!`{EA8-QC@bJ6qh{-Tf|a?k~B?{rAl~
z$=U2CJF~Mhk9@v!&UwyWnhhekUQc-c)_K=^f2K4wc}nKKzO-#{M~ggdeP?IXsj%^4
zKm>=`SwN+PRpY;k(($q+2m26GptCEpK}a8x-kekFpFi+lj;qm2luFOw@6T4l#q$VN
z=n7l|gK3Ma-(IdK3ltB*dE)Q!YMTq;Nuo40Sejox^}vyOzFZCxHl}A}5EBwETN07v
ze~2Kq^Z2~psuuj?TK5d-TYEn5k`t>u)@gUe;P>OK(s6pdJ#AVK7OAqPE|4xz#E%3r
z>a-74T4G`2uU%YJqi+qz(-g^O^ajdi@D?QW2Ht?YPz*FRz)6oP{>O473vioTapdyy
zl55SC@_=7tybO2HuDE^8)mB>-9%5m8e|wwbNmfqIM(wPX5gJqB*SyoOl79;e3n^@-
zU}Q-BW5n#LD5W)cb9a}?;{bcz9ca1iOf=YNWl1$?=i6n_X29_F_IwVua{)mIjttr8
z=;-A}EA=FFiWKRq4n@LE?N&#+L@5MvcMlJSQF|hqL@5Xz-VE_HBi3O}qzknee`ZLG
z$fzjAMBy2b$mR9^Bu)GeZ<r0?x`OPBh1vWoDX28>6{!Nn-%v4?#|AUqXr`EHSPz6$
zqqVLughhH6PtVUeJV-(QB+HPP0$OIvoP@MwgBCtMLKs1!<fX0M+3uIU)a^%l7nM34
zV0YHHl$}W;?RLBjSU^|c&6wjNe@8t(?|fzyFU~GR={CVeUR&$%uvu;GuWEnsJP%MU
zmiMiKpFUe{OOAv~`bKKS7BI~Y6X3GZ?FZ&2JqMNfBRsvA@-nyxJ@vWW(PX3`$TIb_
zwJTpmW>;|hF*G!6=lNO;Nm3@iI!9T4u^B>o_fewMkyKcSw<*jYY=H((e}SB7D6Wu(
zL2!GD^tgGoiUmbZ!<<?<N-<W;<vcCSDbk|h)qgHeoWchwvmwMcJhYZ1W34kF`HX4g
zGIz#@Mc6rE%iAuyxxW%kJMu<iEELO+GRXmp5nP|d)IVMH<|REMB$p2SZnUandh>xm
z6D&G^&j0Z<sKda?27ITMe<PB9xRj8mL~YkY>1=?W78dX^hy^|W05_C>EmG<ec1v%^
zA--5xSO6EWVy%|J<{}Do?zUi6<YZx)USIdw9*A69TNBLzh?Kfc>FWBtIyoA3!;7zU
zcqC6YtaQ55Vy71JaC58aOD;o31GVN~&)Uw#B_wF5sl)oW4h|0ffBj1!p%jt4zc~ag
zxDv9Oy1To(y5dhtm4HKIJdIqfYhQ&(PQuk7sSgne391pHCei+1zp2`CVT*DXA&<M0
zjg5_?qa(ia_PX2CC6sMvR;NuT)>*$0=Dn2_A`G6Wfa1L4R`{61gmIG+BBpOv)bWeu
zVIxWCEYb<tpWrw#fB1TtN~fehz$Y)Ex12Ra`ububONgo9<!;%=Zf=KPLX5(e>3-2P
z%g&=fNltDum}@n2-_8}5PWm8<PlL{wpF~v(9H$V-!SsnGC{9-(4f^{>aYUZhaqBO_
zyc1SvpyJU+PXNarshUIMmv9kMQ$9Azm}p_KB;)b1F}+>xe;8!WiOEUBSp`(V?fS4^
zm~%R4MVd*8!$!{MYuW;$NSgwbZB5!{eA;zu!%9MI{#>)$gKc@!`=K9YZ>l<<O3@(=
zhA*}9(d@`&i(|MZ)VGKbzi7gwXL3W2b=+_VF}6-+NhW8zw`AXPnQj~8nfliMnDLL&
z(sj6!Vq#$Ue~gI$O%{WfBuQ0V&i_?~;0Y^zN6Y7IbXYb#JpBHA-4wN&Wyfd!)2MSC
zlG*W!1-VshnT(?i?Iwn<wQ-&LPAg?oEb!`)pQg;TZgF;2nWEL}xlteg(UXLDe}5mN
z_0}s(hKMyb25C5NbDNnWH6ug7c0>49moQjFEJZq4e~7v-tC6M1@_13-PjS{?@%8*Z
zK@kZFY5F&I79QCpd)B03hr;KA8-AO~Oo3p1Bi5AL+gtOwPr*3}y;T!Feasg)SvoLl
z;(60xQStWX-R`ddmLOxECwR6_-%6`A_$LD-%6_u#w+pykLGPlG@B;_8!C!!af;s{A
z9D`jAf7Y>YW(E_3JSsm#b0Of{a3~hd!QlhHqAFqjp7v3;e<y>t`aIpSQ7NTIGeELH
z5m=^~<aBqk*tF(eR#j!=?Jbxg>tI<|Rdo)QG~eO|*#5W#{CnB61QkeFn1zh$5V!5O
zR=(A=B+T4<c{b-P({dV!)wj2|n@*CfKH0gre@65h#1f)ojM1Gy2vryL4okWdQiwu%
zHvj57b3(pPt^4Y<(Zl0ApEYa*3k&<O($C26>VNlSC(AUvYrkoW-=u{fV%0?AxZMX4
z{rKS|{I2p<1y?ol@DNpcMn*<;kMk_ZQgoiF<OM5TK0>m*CkYo+7hD%6HwzevuZdz5
zf0y&RJ`hLU-2e>rB&X9Qj=;2=#bb;jdD@#Liz<C-rHb;84R{5&P-qqv5m7uI@5O84
zz$tO-H6cwMa4NEt5{IWIm(u32-&NRx)baLG_dE6daX+h}M+Azv=MF4KcD#K9(Ys!*
zknY+O;w-ol>cjFF%vzAr6fBwt>)akLe^@Y1*E%f1!N%|Wu;(c*Xo_-Z^R)p}hXdBN
zG-})OCook5HCj39xHUp1@w}$E9Xe`zqt2y+lB3_~HC<cgG)_R^A6}@~Qf%2Gyp!@z
znqPQ2|Gx%$2aM}(2LIOu1P2et|71*&Ea6XFLHsi-jzCUgG7&MoGQ4jT6k9_`e=6{}
zk_woi{bPJPIJLW<YbU9XX_L-YrxdH{zhiy%GS>V%gjKLTK%V)-x0loK1o}kX^Gc!r
zuQk-(U_@8Ytdgoz#*xF(%dDAu>FgJ6ZCA!r-@5NEZW$40SG=EAcb!-(AFiHK*Bj}7
zelVHq%6=ipY|w6Rf1hD=#wi2nf2fTo>dK$Fx~ly#9irMw6J8%*oFewmpFbbfgQP*o
zumJ}?xj3(ZnU(W1JqL_c@te6Cmdn9X3m7B+*2S+LYYXXycjiw|Up?*zo}STy&_#jc
z<KrzYEn*ZbLPF8F$Xp-Q1YsZ{*!Qj<g~{}mIWZ8(vqdMcwP)>lnQ54ye@}IFR^7>#
zSFBS_cr&b@^CLHE?_~ixnU%+dW{ixCy`Bysr>9n3>r5^KU%69=_i0|P&KA!)_9wG+
zyS%;3%n-gBInCfk=i@knEhkU8O+pN;Mv#7-im7tTK`aKepx3*(<;Vl`l|@!ZoufZS
zIq{2~dHR2n0a>zMSO#I;e{B$Xj*1_gb;ydJUtQT>lZXNpOA<a7<qQ?eRV;xgw_GM6
zB}EJA^X>x6=h^f7L4z8D8lZC^|Dt6QP)Qj_RF9hzVX1Dhe486g3;42Pg=Tx#Zr>H+
zhK)*;dJD%*>OB44&|RgKXcKS><lu8kkC;MTHc8+ctoX7fv0~?se`lRmnIqQLbSS_?
zT5aW_ukT0PrN=yUBsPER$}bzI`5QmD+|pAp%W643KK`Ts{^TUR(5%r44GqmOVVj$*
z&yGlY-VQGs5&{nHyV{=kjmy!R#WaiyhAg=lYs$;hZCNfYx&nnim9QQV-d}=)$H<H-
z_cwcMM+eG}I{Kf=f3sleQ&K_)?^&W0_kF(6N*TNvzY}_jH`#J)l_&veQ>05v!!(<%
zsZw@EI<N-mlA##|i!5zX`l{(inIk$o-)z=7W4Y<DN5Bv~nUeBp4GK&fF6V2Br2fu(
z!Dgv)nfwSLeOOpnDblbAD_k~f{N69zn4!N@Il)*#i;atmf9qPr@+nyVpf$=lCPB7{
z$DJP$Z?m5McrcpuKRtg%YV=^hEmAD0sCX|fEu{@Z7gc!jet&ftLc1CVrvynVOmL#3
zq4=#3J$Ma<I6ptX*H^EYveKi|<)$F?M5)givg_?`zd-dlIpi{+cAfL?Zr?&P`+TGf
zb^(FN&<msXf2xd(jIYHS8i7dnWU!X^K-#qNT2$^*96f}^v(44IkxgfEF)GZI)Kmj6
zhwT9rb(+~%gD}OCz|cRib8?XfU0W*_bm^Zd2JKMM(A0mB)hB`)oXmZz=I7=<h69fU
z4a_@vIo_xU>h7uE-E~GsqoJaH5d)iqkk3R{q{-Xmf4!NS6$K(}fGvZkpsu!OcV#cr
zp%CXi@2FC<h3q0OI5mR>09e~}byd+yeMwZr{!9@0cDL*#^J{Lt%j?~{*i7n6gEAv&
zd6mzr&80+(qdfT7o(q*KWkI4XMIkeXtFf_fx3@MvFDV4X#N7P!g&>dhF4C>DITe=Y
z^WGs_f1ykj+JyI8eG6Op#icKIH!)V>LT}QEqi|4AiPV}=b|fBE^0ePBCP>drIvBTt
zO)b?`Y;2gaLgcN`hThnhoV4E`>@t9met>q!<;H2AtjX;^xHUsBFZ@}RLwkhZT$kCb
zxU+h&2&T_5Sq@rJ?YX$PQ2G{@m$xgBeMmt=f0@u|;C$G8@#raLwCv1`A2GQ7z=2GO
z4lmD;+vR*p5Fb?yRi~EJFXv1YqUt}9T1cK?7TAcezpKPEh%Q?l#3L>i6A8{|h8<!Q
z5c_paO{yUFkBK(I?C@>@S)tsv_V$XL%o_t>)Eyg(;72MX8@BsQ5k2^;M2Sq|AA7<1
ze?&*#a>?n#Zr?I%o(C&MqEuvLq#Y+jU9c!QCr+qX@A0kuK|c=+w{fFYUsl-QwxrQU
zO1}XH^8NFx?UQ}W%G6X0`qn{&k^^!m*mefC?Yh>{2n=e#I!ujnYjs-y*SBtCtwzle
zl3Ld;>pF}EQai~sb?<S?PP}<*)Z*5Xf4FET$#_%FS;p2%9d}}?#3aa3+Xsv(eIaQ2
zD^E{PU_)7NVRPp!`yFBai{I<1-Yw*3)Vs}WudkX$Qc$=pcZ4DD<9wx`W(=kNF;RH`
zl&Dx)S=qsW*8#n`XDVCM*Ysq93Uk@N+4ecm{t7ENqPC8s%DzNJ3NoMp1D3zuf1cw#
z&=?gJ6(1w<`*!PRFD{s6@pg)MqOjnhnHAVt)7a*fxm}!{muRF;2QLFbNx~c<gr99i
z;eR8kkgQ<c?ulWehLqrDf*v1`$5nm$l}8bzUYKxNArxr(UIXDbnGs2CBMr%nP{R5t
zFcBpY7aAGn`G6YAFc{zS6sqRKe=YI}k0t_aSNa&zhwzDrR1yU5ym$TuTjcw&gmycO
z5;V$ir)Z(39{D=UiZ@v3;H4{GkC=EF8y6@vwQBP5@$p}P9p7}HFg?j5YI|srog6yC
zi3)Sm+132F1OzDs8i-v6lmI$cGPF6)`F0)F4YHRTXmdF)ojtm`x&jB9f9N$)zICtL
zBjpASZFTj>o5Np(X2sv;&zx9!J=`ia>u050ACt}3Z8o{%%;BO$;Ro$J1xZ^)@-DPd
z-<#QfNW>2{D9AJnh2(hZ{r$}E>HYU}0NypuNKoGAvmUx{juG(0rtYrcT6oSk5$;Y-
z%7TMX$;EfI0wieWo;&4qf7eA(o2`|3_$c!X-g=w80z5h0xfFo_WAusEVSr${(HAaG
zPOyd@gs!o}ni-r_<0S0_O>!7N#KYh;J*;LJxn-cbY*LjR0L?9XFzhnAL^%?#@2pIm
zogtmXQVWM|QoZkr>>?si!N3`^Kt+s@hl$Vz_3W={#L1ca9%o;re{J2=wz`eX?jz9q
zXwq4zu?3&HeY%WX2|8p~wcdct&~111s{!u}b@>?fg6`d!-qmZHpFfpzmX@^5fX3$6
z368%ZqB*wQ<;U)f$xwEp@Yuy3{3NA``4LfXL;Kgk`eZ@~BCN=i@x#L1Bm(Y6>bO!)
z-32WzJO@Rdf@p5ve{cloHL2rSko%Y;z%a7hm{Uv{3y)!^f6Qd3v6)bCpas=3x1sZ?
zXI*#5_()HZF?o4?J=ujP*p>rYDj^76>lQsyTwg(+AtIVdUc9HESPVN-JjXr|ec0&g
z_IRF+jZG9@SvmGrSfAgAbEZcJX-ziI{bG+|+j>sl795H=e`GY()VPUD_9Iow;wC~;
z8~ggp(+YW5Sw$87SlWOuJ|;#(aA%^xyffN%$hUb++q0uyq|%nygV0EZ`Pk5`_t(Ec
zJjSQHF9?}?o&2M<sHoOs6SC?4)kxpqeouh1>*6sgKj>*%TZbmEtzB09{}AmR3M+^i
z^j|Lx$jb6Re_4@N+mcY#`Ry#@Q`|R&1o61<>W$vge9rBPIMiYD!v=MC6sU9X8t2w&
zxJc~6nPJcjF@o5d*=P(`Dte^hX9hKL2<UjW>G{4~bg61)1^E7(<)1)O^n=x`)ZeEu
zZ~MqYuz83kR+d97qSfCILK=xi%dW{H&N>{<c-r?ff3H{h_R%MJNOW`88vukqHIJ-J
zmK1H+KuPXtDI^ZJ`Cxr#LHR%;<js$b_$e5oySCh6e}aL5p`;YNRUYd+hmd+NfIw`5
zf|X`VCnx2FW+-Dg(StNJG<nkp8QMlj4VDJ(W3%z9XSmNsuC5Er5lUZX=jY+F<!Pm5
zWaz?Xe?Xu-v((>A*oYA<0GCy$b)41tH8$it7SoHV-#C*cAFH9PuC7v2QZ|=Nww-q_
zgFp_uBZ+f!Dx<Z64;umUw9wt9c~~^EfqnXY%!om~hoB;5WgH<fidfp@QSffyos*2c
zF8lGoC#_nkb@}{SS65e}RI0@&G?Wz~L^iT(f4{Z4)L`-TrgAEAbXNs`4!^=6eQgco
zl%dG`pV6pTa{T0+<i4)_Ytz%y^Yh741s~7Qc7`yf1zA`W%4Tz?X$x-nR^lyg!9WR#
zPeL-s&X6Jv7Kzx1FaU`tqG2Oe0Bu2EUmsv#V1QjFFF`yHoGzq6|JWHaWRJOqnIps~
zfAsN#?_;E?QTi_22L}d7{&-tx?Yh^sfCA?XJjz%X;Wa|+QVZ!UuQ)^K-f%WW_=R}S
zZdl-qkKvCY;Uw~=jaV0FW>`5noe!pRT=_e}qIy7$H{&kXlbZ<l9TFY&M+5}f5?ulK
z5?s1!=|N35V|1Dl52VNzp%L@uAM*lae?W*q{^&JIUp^k;V90>zu@OU1iLba<IBta4
z`Kwj7v46U#rUaH7{2<NHrukh_++SNB8j3LRr_c;c>#wh`;QyFB3Wm?+yT|K&7=H*d
zGGI63_V)InV=7CMR6%QNE5CIwH2vs^N!`b?Hy&><ZZaU*EWr+&^-j2w^`(rHe+*kA
zm~=Zrpc}XThO9<E_x5Eo{G7q({=UUJQ(f=J-O$ibd0KEdLg{nOmqoa(kLs@Oz4I_K
z!;#009_$E_cz<x9so2t>AH|#yR-S!)bhER>Fii(D?9)$jyLycMyqugIF$!|n@HIKX
zM=H$Fv55)9cW6ClXBAsmGFXqye*wZ1l;7zDYYk0q;cb}#55(NRUY@7;$G;R8tTjYL
zL;%0}`X)m*;0MRb7JbW+uTjGurN}PnW~2xMW-~>#$5Dl<9({Wsn0_^w;Cqc+$h|#X
z&ymxx&;t%`rxps-LTu>NtIQjyCz+-8LcnWXO-qovt@SfUL<_w&7ZnY*f4TEG>`9xN
z7I7_jd{<Up5#uZ^rH&uI-k)3_UTjNi(KUCSuRJ0-<JDuJS%N!ooeSe}(gr(C`t{|d
z9f*B&x7KR8MGLh%6pIE-OUpK0tMl_T*@ey5n6ygtLk|zldViz}Uc7xc)5dr0AqVg7
z@57JT0J*D;Rue6*O=V?2e{VSPo#r3d%3s3Q5CjREGu51uU=LV?Dr{<PkVz!9C@V1M
zxPV)i4|O3vaA%On_RnZ3j>?L)<<L#=I#4LSl6pAIaDk%ckjg&SRUT5|@Aex(@yDsf
z7`L*S{EOX;S!rp@T|QmF++cm*J3o2Ah1I#eqzbB$e$Q}#D!Bzff5Zx63{qhu+?O+1
z3RJz4l9J*ivjlYaxm}`@Yy$`*`Y8i^+hWps=xt$-;1s$?VwSr{$Pj^n8fP~)K8E;%
zHg@FL*)gfY38S@^P;z}fBGyppT=aO|Hm@1Q<KN7A$I^n6uL1I#Rh>^q!DVowA~@9q
zt~iSD<;b?x1kFgfe=AcVu)+Z`qPF(gJ)OeP-`^Hhv)r0)VmPLRN&jU;Kv;HJoR_LN
zKhK)|@T&PUv!Qfw=aK*qw9l`uUuX0|f($QLoe{q$aj`id;|Nd|c?FP_*p33A5PatW
z_c#*nSr0ws*rSFi)bT%}d$KMIt!6c_zS93{3FUeITEIDfe^{oX=*<DxgCf;o{4;*4
zJJLz!kVW2agE7GncPrlYY|9`9;i8}!I0M0aL6Fbc%*!2u?LLmuX{hT%ik$8zFG>DK
zP`#65HOGMQuU7aJW+G(zsqLxkf_HL*ayo4}krC;>mvcWwJ=HLb1niW!vi5uj)>v?f
z#7nk_Jd8C=f1tl)_IPzwKmq_k50G^MqyKXQd4tTm`U~Rt>FMdM<<hDKpj_A}O&+#b
zucNr}O5=WQcj7y#J$&-2N|8!ZK9d>SMlO+BRX$3;fKHI6zb0grh&4>?TdPLUKjhr*
zuI*$Fl(AO%SKM+$d2~{Eh$?c@)U2#3(_h*4Nl!#Ee<pkK*^uUbxMa!KQqOB!Yzo_h
zJuA8@c$ww&leFG|md}TOL$QwIZr-*?ZlUmnZL=CK&Sg(qCw;07yq8u`RUmUVUIyNb
zaGS%ms$0qyJ!TVj(#x@pJ{zd&mJ?tsApeCa@lz{2`4h%;&}i92;q|kPEhxHc@r^+;
z4RkZAfBR~_J$wCq1F>rcvgDBz*R*potnD6`D&<wb)=;A1N-X=?oB>5`gQFSQw&zn4
zq=$F&;P$j~*#w>Uh})1;u=}-)9QODqL!!SlZSt#@brVLT8TG+fY11Bu*KuM!`8E|I
z<m<&LbnN@$7+Ur2`Rh2&9{OX}+kMNz3(0aVf5d~cFD!YJD55``JWRMB5+0)~|I^Bm
z>@q=dLZ+RRjL=AKml$nVC(#hLvM3J)4u2N81W0Kwv3&*^Pq=a;EZ`lsOjR>51IFdO
za%744xf`kOA>83;8o3uIcM%lkLt_f?tKy@V=+>4Lsb0E@V@ex$=eLYuc5rE))voua
ze}?;RY)5U2bM$#8ArsAj8Xlk#dPm>HpZI>Mhbvr7q`{<NKGyJ0m`dqa*IoQ%@9BBQ
zV$jdmhiiui^ZS#<yPCbmOAX9f3tQZA4OlUMP1v0N@4E-nc_h)FOQj$GAyWCohu^Ul
zrd9R{?fznd{pN6yxUb|1^0T3k=XOq;f00KOE}$hA@_tz}5TL!yS7Ao#gjc)0uf4io
ze)7JL_6hq17vV$bUSYOzZ}e#e=C+Tnn*j=)yAV*Y#(iHaRd!6PXC0ZlBaw`AJbvEr
zbvz0bVtyfqd_v!IVK^LZi<5x^a2T^TH`hqck93#S#RG8v)JrU1c@p;se0_2Yf1irw
zglvPR@Kc8Hm9)JAkTva+sg@NEZgj5|?C-$v?2svnEVJU9nU{24bXGYnF5VhJFv;k@
zvmc;~yY#}75sGoqif+Xpz?SVNZR}W=^H=%JcOR^qk3&%*Q)6fA;Yf<uqUOT;CdDUo
zc-*`5zf98W(}oM<2skY045TB<e^M~otsmc_d;-#wk@`~h<o+?!cq_#b>Sm3dgHb0?
zmQxhLW+nuv;fO(8_NX_DX*W|hBN-E#|FlhpfCQxXFfja((k!qK4`mRsyVzmRbVMgR
zXxb=Rcyqh&m8(YYHp0gIHXKsqfZvHL=|w7>q(Tb2_wV-t8KN4*#s+fze_{2ggpKbB
zbv0r-5fx55qDnw+51nt_aab2h<Dl5Pt?5SI>8j9jC@Ix+gKre8mR@O*=Vwp4#Tgf!
zUz+K97BalezMXD|c&fg{(x_GQ4xG7}n~Z*3>r;{PYN`^UkP{oYn<~Oa0NXHM=&fEl
z0N??qziY6y;r^|Uv;>3Te^GDw`uuy=TYnSx6AosZU5&tk8L_JyY)|U*x<Hi7Ptx<>
zEiYK?^A{AjMg?zq-Qp#1Cg0+Ou`j-GL&XYXcL!-gR6!86!)~?NEl^^rp>!jgSG8Y-
z4H{A`q!-nWsFO`*&ZR++S#ItpPiOSsk7UQ(X(hjzuJ3qEhhJ-Rf0DaSPyZ-Tqp$oq
zBfg#at9h3YqWQZmoUI79EnGT;uO{Rr!YaU*VgC9-2|=r%mhsWC>**11nT6FC6$`F1
zr!9g%296gQJCO>KMw8N}UIL(YB{*m|_u1@Q*`Uk?`@?u05sEJ#pvz7J4z6x<Ye0Eq
zd^W&vb%6T&1Ayj}f3DsP>f3LTpq;Hch!<6C-0$^){!AP*!@j3cC_M0ha?j)HF1w@4
zD<95_IV+<%>h3Se!i);<2HmJW8c~kRw2XPoeIu;zP>e+yNz7Gxl}3|yAarzbhBn^y
zcR9`Z=CqW?f6HU_?y=*?Rb7J2%zF6Z{3Oxhc{ZJodk&KVe_T8~>bfl3yGZUO=m1+l
zq`$Yiy<j>MmymdVe(uovs;rFChaT|VN`{~0{OpVqx$hWLx7yUy6vhFZG;B)zqvsnS
z6V&4^rk%XD1^KGz*S)AgmTnW{(jUq}L%?{VObBps$EOP^NgbcNdTj>4428BX1m{`=
z@TW2z3@G2HUYO{vhkpkRdKC!?iT*AM<w?SGnFL9ycIYu2YdBRG1~h(*3&Bs7$G5X=
zn-IX}gkhs7V!p!TR-okcZ>9XiQ2j!)0fQP>e#Re)V7#pgPlZ(=+Hb9-l?v@Q2o>uk
z+>ZP^?gSLiTWfEv^tdJno?cs9o0-|F&}1hdCMFi}e7NY?(SHT4Vb!6cqPn++hJH85
z1BN|%k_hu=;Pw-kPG;idD1JON&Yaw5OBuVlaiquPbGtI4$1R&5WS8mrrL+SaaOABp
z(*QGID}pgKHT97XhTNpbbnxGfW&54ZKK}VxERrCjT(K`is1kV!)4x*-nVDl{z4pdZ
zdU`~r`S|(iPk&VAZzm^reB3SZe8E&Y#)=#6wkG<5Lu6YgCH?2AqkNu?R0agTD_QPG
zB{*>{T!;-TEe5x7R(~U03T7Qf_?vXlg8J>9oSnnU1r???=(0;ohv2aa61H%ri_J7B
zV$nHJiu*vNrHG9HF^&KrZZ4<jPAbHo^mObP4N(2BB7fP_<t9047p6y5rrOJw{Ch23
zWu-1M9VXwZuD8~vCRO|eD=7Y7*rfvoEU`6Twfb*v>P>C@HTg;KROwNau*;dI-#3?+
z=R);AYxFy0^1EFP#Zr<SU0NbLc~3G&EQ>y7lxbw?F|=E-6Wq=Wcf@8|LDAxdhoF(-
z&VA)9U4OtXl9TJWnaPwMNKc`YmcxUEqkO)%X-j_bSt(PcSCOe}HI(3vXX(@LGE<?U
z+4u0!{Is2bIpE5D0;iX%460}Jsk;Cfwz10)e)@#5JGG|xkB?^3)Rm$58)T*eG8$SI
zU$UTUwS?=T;b0U5dbV5wJR&!B(!I`A732smE`KW$60dJb2@(=gN=r-Gq~Nkn$=Jzy
zmyCjRSC?7^<DUI|TkB2$oQHwj>c-sk^k!?NEA9*$8k%mqD+@tnA;?T_8GHrZvaz`~
z{Z!p8@CO>LI22$6xVdR%ky8u%4QetoGiz#U*4A|Tn6+FAJpG*#XslZyDat>WLsip{
zhJT+>Jh&Hx=_ED5Pf_58|74%u4RW%Hu)C(Pw6u(1F<EIhDD$~6=m2hSC9;`L0By6R
z3RqLdUS8TIsm_m%T9aRnof#q-wg(vAM$%PPtKQ_bqP_ZMUH>xNv7jOQtf>A-%lMD~
z7p$2SGTd^qS(P-U9I~jMzXP^{AC>;=y?=jPT>q2dgK}~N7I;EZK^HnmvhJs!>nT$D
zt)!6+)K(nz9j7DH&Yp0d$XkyZ58)0P2~{l#;_g=yU;^2>Ql(j?BSNis^{E00HN70G
zO^O-X!*%y|FoHy&zvxW(ce72V@AFJ%Ie71*VU3%_TQkYL9U&km4QxfSM)ngL6Muwr
zjW~|>w}BpO3eCh4!0LabN$HDvQbTKNsaa|+tyn&77`lPI{nfz%EjD6Fsd;K4x~Q^p
zAM@Vc9#B$w){--P^J0#}%pgKT{LjZh-GIp-YmBpF7}u#&%&^PA$BvumcDNUq5fIq0
zuG-ITc|2YjhYY3`!UXh~H<Z$bnSZ4w8E0f>iuUtG{i;w21!f_V2cj36ZQ+nZFNGfT
zg`ky|`Y%7<pOXr>8>O1$$T$1Edo$zzZ9DJ;Z?3NJjfG~sQ32;cqWb3MQVQ5Ipyt?h
zbJOpY4IUe7*T>)Rhx*E~Vk?h_jWGEFyuK!nmX($Lj`h$;g7L^0-AzhLa(|T#`&iCP
zjXv0#U%^&hSs5Oz^Cz=}yaaVe)mR<80|Pd$A4PM}(d-U)Yz|hxCQ4npzC3yIJ5RF9
zEI01&?+<@hzWS1j#>tj7NrQ>NZg2|GR$X}jwrX2kNA1Dhw89jrf(M2ZWG?^cTw2#M
zxJ&DUv)k}sqq!O(z=0UF6Mru>L9puyJNk5+%lTTn8%TGLfk3uUpH#L}ukVw!=e>AJ
zI||eZ1flwJ<F_32mL%-RmwGKm@K51KOH<c1H^U3sn<^_`Kk~0Q@UtQty1Q#Me&(kT
zyv&{4Ps_^ULN;`A!YK@5kZ*hRAf3=+Y-((z)?_9_p2J;1g@Uhu|9={ive=j*O>Jy7
zJQu-GT6rv%AWh9713noYev*)iuh@uRzkYT7IqwvK6l{rawj=+uYlzU{s`Q%IxNea~
zE;AcLDhsX1GnnZNU$|sNMp;>$`D)r&nvaL)Q}m!Qc9_`)J4BVUeE<8|Y8yP$&gZ{!
zdKl%OkC7ixn(NgxPJa;aMT0I(*9#0<ciXsx+XmsU@n-bKThT@5oyf&Xlqm2>dtn^`
zVP5$VVX9@bA03Tf!XQsoOO&QWy~1id6xYv4*c)<bZR>;3GehDl!Xv_-zTR~!hZmX&
z80kHI@ALh)@S`(?y*ylEH9N@y(>i-{|0`~|g@wg$qKW>zntxS7t1H3u<TYHLxUV6`
ze%1IR!y8CsnxOjlcq}6;V{TY#`9{Eqhlj_{pFiOdYc)(x5rZ$Hg_C91wr%~HqU}m9
z=mSpBwGwbwACTIxYp(|^F|@u@wl5@o4lW)ug60nvF{0;Z6%)%pemXp)`;kJ{$E?>J
zOKwjjF@c+7Y=3GxXh+n%DfwlyUp&uG1|Bw`wGs{zV$d#zN>pdKwp^IZ_eP!>AG)l`
zW}T6d(Z5I^f72HKki5G0FJs0F%94Pb`Q`66^7A&DI&mU18ymDJqL$>qYgY!dj3lH1
zeF`^Vk_1C+SvZAAp786%@#)^VKE9H2gO#ST@(`zx(0^p|pMnPZpE@uteV3OkMo2-T
zLkb#6K_6xRrd(bBvQ}#-Vi#yJ_Wc}C+enwD<}p=aOy(<6skG&062S4Ah6|AYLWXv!
zml6Dl^PDL%&iv4?HBu4e)&QaH&#((1nFrz^2En0`#5f8~GlrxewwqDsCIQJZ(7sYs
zFa*XR!GCmmrcmT|y`@@ky~nO}oSm1tY=&%ePr3f5+8qZ03TJtkrXvIvQ=o6ZDJW}n
zck9wsFe`*3q<}F|*2L6j)TFM_N`fL*vE=6Q+H?RAD+!%dZU*JoJuxB6POz)6(~I`e
zT`CX;S15)ZD%RN8xKaK1>b-%m=&$eX-9@@iLw`*T>DT@C=FLs?c6YkGxVYHcE6Pq#
zp;G2@<_UHjH@C-&iz&PGl#~?v7NY3EvRQK~%o3F{aB2mxmzJu0!67=y$RH*;9!)L@
z2sn2+$NZwlE4eVbdGcm?qq=?HeLC_792K5ly`hT&dN#lzv!|!${(L=coce-Xl?5Sr
zNPj@`r4Ggxv1tH76%YUm3E^ls^mGU+a*k<O-LZ)={}gD~mCD!F(a}*`o7)V-sKrKa
zVG9ryQ+d!n8%QDk1CdW5Uv0F^xdnuSgF6U-E<RxdJ&uvLl=M2sldheipt?C_SC+;t
zP+B8MU%<qF4L|T-2Z)m6w*a#H+21b*<$o+wPYwgzxQ17qukY{h(Xq+!dYE0rNP)$>
z#S4w&_zhZ&Y@~rWzS<kWjnOP0*~y7aFk}`emYkkieOEy4Bcp)+9)$h}&<<DKOTHiK
zls!%BdXm!0irkG(r3{1=wpBL|uMMsooRp-B8#XE|ER;mlWX8HN0*F;UPP3!DV1M{_
zqmv3{Dt)=@3(>#%OWF82S@FDW{=ULuu=-j!Bg;K}@N*d6c@uY5(B83xwO!&%0)yWR
zumh!K2BrynT4Zs!J7bVYUih0Bt%DiYqjlcD7;pfG#$f)5TJd&0i6-9dJ0S|+{r$TF
zVi4q48t2roeu^9Pos_h+_<6`$5r3x|!EgV**&RDFqvsBv7J3E9kA81`d%VYu&Vf=9
zh#v+tSARBY_Yb2@|0Jk{2Z54Ng=9n<z;yex3IYib$=ZK&y0X2>raHBX-qJQhut_aB
zkmBE@W)IX1iYooBf<tA6*YYP|Hk1N}L7`LD+EY=51jxM+Ww#Tr#q9^`aes;4RHBY|
zd%7`e8}=y1orA7X8>^*XZq#Ju6H}tcwHsv^^;dF)NG>Vm<>4tQ{bGbAIy3^61wV{F
zJvN3sz=0fqLCTD{AUd4$nF!V8&pVR}L&sw4SxH&naF*5$lQ`AY;pw@PiVRn}b^U6a
z;A@-1@u8yz{N>A|gQq^dNq_1d*xsL>+&R-;pKg!C@tAbFygS<4k;e<omg-C=YZuE)
zOWWGoj*pL-?~7CR4D!jR0BHN!794FkUyXnowK0x@ZN6`oQ@fbPjpvRew`^1Kn`z~J
zfrO#m?A1EJ*t$jN`U8db2}iGEM;X-2Dwo}J{mm4^(YGOdRn%J+d4E{o^1_1a%R|jd
z7Yq>+oenT5DHWZwam61q1ywXEU;n^+vV%<wtlQvCE=XNtS2h>8e+(1wSOiEAY4HdO
zT63n^%h^+YB_t#Sfk2{&3%)#8zqGLY--7iYUcFy_e0uS*L)XzcA@`78Ya0yZps*)0
zb#SPg{!JU^uSKd0#eZ1e1Ia~zLb0^8gc#D7euE_{mZ#uJZU!X-iV)8e3)IqOC;09S
z%h%@tj7fPJw7XgoK>G*TC98l9triM~{T|ckeuE1;4J|=sWvo!>gug2*>Bj1zV*cTJ
zJ9-F`3fNhbA#Rj^%8q%Ht5XVxdvqy82jrqgu*3UNuStK*&VLBF5y_JOJv(D$bZ1OP
z3hC?7t5&SBXmGDk$@)X4UG?_r^0<@#cA?*_Qf6aw&XqQ<QK3^Y=l%XFlo+O6vQSso
zrToR27JFg!Rio-1J_s@`ZP%vAROPUE(bD_LamteOTTb`cU=>8yBzwQldy{6>dvk(*
zg$f$<*#=w2ntvcq30ImdH~*^jTbKR4dBf9co1Y)*CPc~NTO%23HhJY>Oj+T9=Sol+
zhh%Lp>r(FZZ5Hy>5K84`*Xnc#B@3+;lunznNry-4?%SGLyFy`&Yo4^>rFhE!apjW`
z10r?#e}66y5A*+|&(elanZVnAV7q2J`tpyGYzK$4%zq;g7bYB_2(x61Q6dUdSyF!Q
zLG%VJd7L#bSTNqf-WI|uA#lL!DviT@GtN(HwFpvKP5Aeh`!Dg#lhI27IEkF}^QEM+
zN1pygh}@M>V9(^)A9I`VSgT^&kFd11Hn8n^J3%F)559?F{l5mAo_R4$lSL%f2KLUI
z=ht)xK!33Q$ApjRJPDnu`QzKYYq$Nkd0ijk@P5{mh+NtN#UBa@0_|VZ#tDLJ3|C|I
z|Jet!Y~1i3=m=(glrjIE;9!j}UZQ0GZ?CMXGi-3XK#?v(_WAWqGzWYMWc!i(rr1x9
zX3KP{n&fFE<8B`Jv$}5QH2;zLDweQwap6UZ<A34e5<~`99;c<H1?#(Z=zQtpSx+Oe
z?(=r4>L7KLd1-R8zCXJQAB#T_j)t{2HxF~DJZ_~Q{YO}jA+PKNX4846(OT^9k6YnP
zYaZtUfMKI6GWQj%ClektS;%LRrdF53na^31F1JUszu8-55NuYO$wzBTORbwU6%xSI
z`+sAmw->TxEAgu;MJ%w;EMI#$A@WSO#lHX485I8XvnpUWKLugq<?%XHYzzDfKn(KF
zrH!bu<V4Dz{tak$I>x12o0-A%m8Y$*uTS`>BaFV!pCJnZk$OM)1!uo9+`4NkV1HK-
zd_G|Vl$OT9ED515SCC#2oskK|MLTr7i+>0hy%JqyTj~~mP8<IcCb}mAs!!vxfg}@>
zor46p`Ov^}8yz|kCXA1b0sf?>Dq<UZdkdyWvknX$l~+_iNEU%^5=Lk+Lp=qnj-NuY
zXt?)3W+v?Or%2mR48Pb;Wc(vf9vvSahmcop=(<5&KDYYnJe6d^q=2*pnS3XFqJIwm
zt5Kh6W_160k}RHhbLq8)vcpqw5?@nGYbU+yaWCy-J|aIjVSLn!1p{TG)MtF;txxg#
zO*0;;ah7QXUT3SF(-mh8KhOK|bR!10mB`Y@qaq^(JRjt-`wtHfza2WD9c<jw3Pg(M
z1&Q`-U#9cB#W|2fiVKiLS00140Dssxl)iM_%>1OJq>Q6dNKKO}0RQBPbK6Jh3c>a9
zG%m14%9|cCsf(xq|B;{|m>+Rqfq%d5vwnsH)=S3fg;^=m!R95U1fgQIM9EZ#AUPqK
z0!3Ltuk8Vp(b`N-mpeY5Hm0f1Pkh6CQ((&5X<N42><x0*pEzul?QByl`G5OS*H@U0
z6AV)EKUxudXI2bq@WcDTi~)|NumKS@VieO%sBQXnE(xQ%+TMbv)1XQ;Y+|Cms2Pw`
z$EzuC1~`!3FK1C>hH5b;OBHbM?{MN9CK*rvQct2Yq#A|`=n1&~Ol%<gU4fRy91WZ9
z)2velNyqgBA2w)geB5q=VSjXF*M8!c_B_t_5~VLY{FtGExwNg7``2zWEZ-FvwVJz^
zr>eAYy+V2JEuBz%l%3Pi6&|`;T2h9MhMFx>o!{SH6-&TLo?$eX|F^`T?fygtG4VIf
zG-BRhFa2)fKAldM_P3{FfRTD(Y^V1tFMvk+qs*+jXjmiNV&vd<qJLD70|{af_IEnm
zaKMn%?Q{%(D3rQ|8>`_{9pqUiNPXh*<%PeZm5Gs2Rz_y}#xUabVLO^V-mIth{60RL
znuaE$RZLTPR*hbK3w*e`x;pR~IOrT<^Vzzu>Rk{A(2v$*pL;%qiRYzA!*-vXoP4cn
z7ez8ncc{HeEleCWu78^UsgfzpU$L*5#KFh+Q>a9RHzTUw;GcbqmWuN2M;%-7Jf(1z
zTRIX~`|8$)^wY#F6P|B5G4!L)P3f-*M<iSS^d(=*1OI&+tQHy+zS582(RGd=&fgyS
zQL5x(Vp6Dm6(Uka=t!9&G|GkifR_ugKF^x(k}%zKe(LWj=znv6wi+6WfH-ns!cVe3
ztyEn4Wwf^PxJE641y;|>>eMW#>*Z>c&2&P3Pu4{=XKL-L4}yz9;OF^F!B1kD#{f7q
zYHDg)#>0i|LbD>dtinI8_i;*leP}`_olOFuUm6uDcsjmhfa>=&YGkMef)V3?$ACAl
z)1`+&((7=%zJJY61A6Mtu_{OadZb(45#xl>DW{iHq1c!HaKM_khj?6fIZC|-vkWlz
zvs7g8>u4=A7gzH8ypUb?jh;F>v@3rMRT_z}3X&kH7zS90Hju$<P+>v<fE3~qo6ddg
zr#g_uDw~%Jk>t1_b_UE)NldjeguZGd1jxwnUq8`(_kS}rH8hTN(C&>i#3e9L=LyD`
z$>7ny1M^}aA%GP4-|`?7+CRgeL&OD2LL2%~I}(ot@`nj$FB;5#5yL1%05lj5o~?Bd
zhKl`Z&<|gz?Z(HaH290sJp_MNw<hg%euMvw_C_<bqC9&#TNgeA1GTN)&sX3sB683G
z(5oMTK!23-Zs7K*FjNw{=8xkRG^A9XpDlh8%;a!<W00lk_E>m@3nHWzW3y2U4OT1O
zA%{$IVUE0T3$nuB8bbitsBa4@sQ#Ii6P64e;H^H8!KbDbXy&g1dhw3<Qi#w*NP>2e
z+_i9u2#GMBiRn+)orxaJv3h=9Qsyx&P>a$UWq<$4AJCMBj5uYUvsiD67Yi$2W$1+S
z^($FxYm^CA^=Tw+uG1DY*um|d#T3!I@dGMyjj~p(393n^JpLJ^#zAMH`T4%m{IG2!
zhZn9pq@5gj;`KGhfrlm=W%nW<#U~D;)kv~JgZSs)L#zd92*9VutJ7N0n+pzC_xI&B
zB!7OD;B!x2d*UrS8jKz-{DFm@gHD0r+K*CR6~NnBvw7DK@tYtjE6mUUQjiotBoyUJ
zv}xO6J&NzEgRl^laM0KTX;=-cfT?Bg%)~5SJNyL8e(I_OFZV<|N{2v5n`}1c#}W}y
zUI{6j15m%q;`bsbl3k?4Ks|O+b;G%BwSNjuO5Sva0zhw~oncqgtLXvQH1GaasdyY)
zp5LU(7*PC(`)9qb!BDTEhfIQ|RcR0lHO0Qt7Gk0mYYgM7AW?_hC)^Nb0!o^*=_1G8
z0&s5Fhi)}Cr4$N8hU!!VL*0205*E)+{azU8!Og1Qh4>DnSUC$pOJm1IBkg4-3x9LA
z+o&O>EO^~bUiya(rH6mvN|j8uFpYB3i`t}u)Y>`y%haRDG*wL(&dL9PXQEr57QWkz
zLYRsWWsq_S<}jAlz-jh<fY3(1uMmN{^$$EC-x77mSZxkTmcWkrW~z|NO7N)WfS&}o
zH4;YZJ9!^6g`%08M_|oGh0ss&;(slqXOV3TG4>rVDx?T087Z3NwlS+|Kd|`xQ{SY}
zyXW3m3e*TbEdM&;ML&?dBQN6r8tVF-(9=O4n&5-5@~jwz2;Y`eLEQZD>)o<V-gL2p
zR2sj1i4vr+sTj}xP1Zyiznf@c=@dee)h<$yXx_9u_HNsGr$bbLX`Q;cpMQ=N;l)9u
zBbAec<L=yZTU}Q)X$LRo?CjvaL5<`M?U4P%$V#Wz^T}eJBj}Ow$9AeTH8|~=T_fT+
z3mV*C2IveH28%2z48*J{4ETbM(<?xnbb!-f49)%E-?||VSb%*k^gyLA-!=OWCF>j@
zqZ*H<qDU;&otN-jPnR0N+JDTzqVMbJz1>N5oyFLt;>5CxorYIqy5}+XI-9*#Y2CU*
z@JP$yi6`aoRD(k|ie?$CQjLbyTHF0^&lR+66-}SV-5T?TPw<kn<_>Nx_OIfXq(1M*
z1LA$V1QklD022P<$mr()5d>i}G6kg3(L|~K=I5?i2U9uw37^;7`G0vGkH}VV?sDNt
z<=F793b^?lp16MQ@~=dtOh!%)bThhZUtd<^H49YwsXRM8{3A}EGp*ogLIioHz=-v6
zoNJx`{pGq|mo-s}$32Q+b$}ENF79d_e8FZ_bt{y<6q<d}T&Q_}O<p6X)w!?2zZmA(
z@V1dWr#1Zlw(i4MQh&LIM4kWsWFMCQNde(W8-gFW-Yh@<ko0dXaidZ|=4Be?rZh0e
z?dI(gc}96olEzuQMLrNbV%GEF&QwzWAQetxO42lonFofh6b6WkMaB0<8tR`L++8rp
z;TUxP#Sch6pDHykEjykqyU$xI+ta8}$tw$w9VO}RH;`N-Gk^Sl+jdyIOULbGq1jO@
zW8gvkx~Jed_r%LfyIHEM7Cd<Y(Wg&ziBf`Da`R5hjRgs<m8PsI^0Z=Nt(AnqENpB6
zckAD$Rhv0)G+^<+UBP~`8e)_AB}G?IZ?#-Y-x*;4Zdk0r8>o*z?#(I#VwbV*hFNaB
zw3vsxe%;Yew13Aj))IlGgSO3)r$wJ089_YDzBrow+Q-aKBG>mdKY@Yz_@6#|t}`ka
zH!N*zXySi>1<w9t%gfd7=;^6dgM8Vn{KIL}`dX)#X4&jo`$t(42lIDALc;w|Iu$By
z!i#lQ%TBB24POFX-`~8riEu?7`|)`A-19Z^69lM{4}YS}%^IFUi+`f-xMZWaDN2FZ
zH=lc-78_B_bTl*|m4E*HDGL8v$l7rE4lEI7>9~-gGA^pb5+tdBz_MYZI3WF~DBJ8#
zX`k=#_wB|5S38|K*5^*ud(k^aJ8}0-hf?aAiUemo?L89w0v*D!%8w#+Tox;b$9gxW
zCMKx@9)ILJB`%iBb4~(TlUeEM2d!({LA;J79^q$*Mf;0&rVQSk$bC+$!elX$RA4+|
zmtm8sQ!EkI2<y-Nm}o6dfkC%BH#c{AS@W?VNZ@i`x$+mBK|4XuhmBkJX?n22vu}~4
zf{bIA=_BNj`G%v~#~g^>Zx9OvAHZta!^1<j(|>c=h}G4sKylNwt3L&o#sr%RBi1Yx
z-sA@zQcy403XIhSv!a(b!qo6bic1v-y-IgI1xZ82R8&+9YW}RB>uPIfq@`^?yV|g(
z5D^paR%*>h_8aU|MDsRjuQw(u@<!ElbqNUx`MkYN0y%33CoohOYjRtW#Kl6z{6|lm
ze}B+jKk{>-i=LdHhlrBj4CJ8H+YyBvr8QaJQFZ}4oo|Xmzs@78YB@B9DjI$#FHV=H
z<~XIHXm!|M?^ti~BCX`Uci(r=L1awl2eBgs`CBcQD22Jp9tFj~eH#o~UDf_A+Q-}(
zd3Wi3Pa$qkUh5J{*beJB(80!7A(#`nM1KH#R|<rW!g+_rt@-G4H&*|6<W_FpfEayp
zce-4lh>#h!gabJCFIw>LJ9WP~z_|Y=R%+MkabMN-Vh`6y(#44^{oORYuEB5?!@bUT
zIVR)>rYL(_rr=;uF>W6-E-vmrzR}T9E}OOVjEw$FVg#4vM)0k7eYe9HJAriL)_)Pc
zT}4-V@9F8;+M+n9x8jQ*UTJj-2d;H^+;8**1Oz}SDYK8ktDHBn739v>;F75DlbB8v
zBQ4jKcXV_--=BlE3iu7Kr(tC#9NvLLCJpo)gO*)#D^#0l>fXso`TF_(10)6lxn6?g
z^lgwRIYFd>)8>ekl2fjR5;-*K+JEB8is#D%i>9a;OHy)j7QY+hzN|KCML_s#e@A82
z4reSY-R{%VQzW6!<zxHe$>8>O>E!<S?p;*WTm1Oh)2ooB_1T<xgUh+#ta*d|<G~Wg
z$o|jmZ6T97QmbbN-q+3jtikO|S7v-IU0op_9*9Bi_QcWC$mn-9MpCzq`G3(}%C2`6
z&gV<g_c8FtDqW$8eYB|PvfV3%7SEk)x9!XEfB?$*)h>s@_olA*(evlcNg-|IlEsH*
z2PTqr<dD~%jdA${>lV+OLDDQpKTR=5Tich5P1hFBK$E;Yo%)yC`OtMAIeL2f>i2@<
zr;(A7tt|tZ>o=k7_vz_E=zn@~ABKs_yzwot?gbXtGJ>@maE&73r&x>D*~LW+Q2smA
zawCV#_QluA12OnmNh%US&mnh6KfTe~b{!_6w9#EiKY;)5kdP2tw6BSXE<ji!89}EP
z)pQRlWGD>%(Y`cP<=kqAA5@sXe*J1L8OT=%GRtWV+aGKhap7*1aeoR3d`Urv%=tZ9
z3sztsB}#I$I}iT#+(&sNZ*|tk3Q)u;);fZn8i<Rb-(OaQNM=a}CGKWrB{S~?Z_A8t
zB%4~;Qd0wQ86dXU*zunwbhya_ntrFkrUWvW#Y`I19B|8$q5tN5xD#=uNKH?tq8PLj
z4n1zoFNZsUwKEEPC4Z!^Amp-^U(FkoE0--SENrGPxN+r2_p{|jPF=*ffAj>az17B{
zr1Y?Gshk^xiBgT?N*Z)j1!B=bI|688hgjL7*pk-2z*ihDWUpk;GsdNukbqwS;cR9T
zJ^ku<H2$32O#_b#6V<t?QU$KO+#=y)2pU(E>7K8gMWe%d{C_~so7)^d<UI0kp1c}a
zCSFfBX5qTvaIuoRgmxg^z&>UjFyE_ejV7o|t?_F;)#Ek#-KMYG_iY2~1x12YO~3fa
zuRvG3JO4LQX_d30Bbrb_CUOn^sNm^eYtHAI@n%i7rYyXDb#`@+toWi&C1|BK82{vp
zN@Y`dat|O>oqt6huLs2_{1!~U@nWd14Jiu14dwNgR0(eB^p$75YewLL&!M;o^!SUp
zK`Knmf3`#kQ4#u4-(gZ!dw!8rSOiD*3{F(i$xkAy_O$7DMag;1iPI_zci9OGSk2R7
zZ%OlRNuo&P+Bp%yU6NYjr4W)to7&rB3Icq{PA**yYJb#tGcq$X_qgK{YUODIMak!#
zc+!L5Ftp-EN``+;*UV!^iYpYWl!>u(alyg(%C!kE3=IJjYCjhFa|4I>Rz@1$Ky*Vx
z!xc;#7$<F}M5#tAIXSs+4$YNFbU^VuQTR1EO4=_4H;<lw@Q6NJhRuzgn)cb^IyQ1I
zGRMR{iGQAb`554FXv;lj;tOPa?-sE*njGp7T=@!Ez2tf31acyOMqyog{|xJOYLpAm
z_UGHR=OIGH!tjw=nnFld=J3fq=H*MtH!@sk+QF+qdh*gZ3S*kM3--G=D>{QxQB^%(
zZG+2#nt<LfwuQ5X^YRM*e~5bzuqc*oZ5S1mB!4+7Sw!M6iD5u8L(WMggXEkABuP**
zNR}vqfP#SJoJ2rClH{BuNzRhL9yji@@BP1X_kZty{&VMfu&u6DZ>_Fcwbr|4x~u(S
zjXYI4em(BX%S|HD!9zd8AEBmnhV`LZ-lAzlc1Dk@pKP7PAl}3w!qvye$J$y>Cb4rt
zL4O`Kn*#(w^ljZjJpP$M1U@fC#WWsKXlrXX84wmW=1BMoH^SxR`+<On^ZXN#!^7o0
zw&$)Bk%fwPmuB^^0M4ZXnau50JWRAZZci}n!QdXb5D^KqX^!=mjgxs!CBCnERWwMA
zt)=RVX^LbZfQ%}wuI7V4u7Ixli@b%ZzJDimiX7xpN%Z$}o;g(+8~&b3r!iqg70vU7
z@-KgtbKlP>o|RzG{L8l?2E+a>+YswoYY);~81dwO)p?MB2w!b2bBcM!=F;>vol#yr
zaVwzrtwQ=k58;ej;l!700hs*canc?J^z!}^9e31K)#cw0tX;{Ta@o!>m2FYC;eV2`
z7gAV9wwm~+EiyaVO4)4A2KE$Cj}Jc)41!(IW=uHsoW0%^y6D+m2;4d1x6ym#y@vmR
zGii+*`uh*T>oIgV<zdIUjE{#mvi_u-muRJ05P>+Dbe$fxMkIH&Qj#p7zYurh*C^DB
zV`5EJkd0Q8)XvTI+u6||;4X>3A%785C(%mYe>-It#W=hF^q%xwic`0V=0kNdTa4!@
zrcOr|Qa-mW10?mq)4F#rj+3$hE0^yt9{s=)%OoBB)*K$9c<Swgr0zB?p?}`9v`Efv
zLo`|G;d<UDSz$L`?qX|8<dc)bE#H5?A<2DVxu?Tr3iUK52A1$*!`Ws19)IIUCTU`$
zua;#U#d4@Vb5d?~^?f(~Fi68Rz@<3Iag8{lr0lzC@NW{i*XiNKXIm6=0AyD>dhJO~
z1`B?mk-7Po)%}RDFoQ3E@RFw~^Zr)zXiJOT=2RVPXL(}cKyPoa|4sBx80u$jQ*}1$
z>!bQ~KR)zc#64B`Vt9{qsDCt0o|aP1T2Woy5F0ES*lY-gHB9&LnuSS6$I3CUKdBkC
z+&?)(F>!Qk9>Q8N<;{_Du{cAxIPbu)eo>T-jjY=M{8oG<UzC(_Pny8HFydFz(yvBn
z-!&%Kcb|D*3=EJOeW<8NfFJ|}<ga%{F}2Tce<@zGN2;k`7eYS)(|<`xBJfQ96N)4_
zVEHjyoT%hIX-g~Zt9C$COmQk4#=Rr4fZoR9ZEoMlphow8Q7fBaM#>k0aA>Rvm4hfI
zHd2M<t&(W#BYMJT_^?*BeIdz+Q)hGY<woCYr~o&5#sDl%#&<#ZK|_7yrDL=9Is{y6
zBj;O9{;BU{%RMSGb$>2~hss{bIOdDn2pUmRQ@?(#|8;3!#}=>@5+aood*qs9m4TFP
z#T{i(Ogmu|ny2UVTO@bIE95j?+j$Cc>2(nx4_(-GmyUiB80aOa&rjRnby8liDlTu|
zeV>^*>}~qp6=$u|M~>CPcM#wY@oHT$P&dSzJqcVC-_^zd)PJ05nHCLx;MSsA(9N)-
z_wV1ErMYJtzZ2eIPGJl4G&cU;`$p`O6Z-dli~*$vouxea_p=?mOZ4)nWr3+rP3Z!m
zEq+_VsFYn{dSJCid}L+BJO%=)68`bw=5&GyRTG8{!^HY%NgxHry$Y>-H)=Y%!p1x5
znJITV`i5~xhJQ11*~pLqc7z9j60k%(l|(t_X3A#mQ<Bh@8MpL;E%+x0mNMS0Tk8{5
zByl1_<e@f`)#|-O-CuvU8$}8*Gm=lJRGk;bS&h;|d7@~S_{l>}pj2V1pac@{QPUEU
zXX0tM3#iGTD+jtUv<3%b>kcc=wuT>7Rc(%sc|UeOOMh>rgh^m^yDP)5YJQnmf0D4;
z;NH#q;DIbEtY~QHAw1pU_Hp27PHrv>1EUdwBp5|6+%V0>&z8azR8huhGs%~eYsnZz
z80>+hjyKW#{w^t->Lf-cD?sn(+4=13EY1;pFel{>YCG4r%F3Z;5=bW#I<dW+Y9>Xy
zlz<TGRDVTH21mrnFmMq?01TKfwL3UC7@$4KRE1fg06QghG8rp1g-ls?M_!3Jves(0
z74DanAqL%PU*^OYBOC)9mF1bve@e=^7m4~0GI=sS%m6Er^*^_KmoMlcZq6ZX+Z+3|
zZ0n*fEEMB57Ut)>WbvA2W@f1hIT<X90{gN3D}U&B9UpmyWR#Yc?j0Ot)H6wMyHVRk
z5znx*eVA+f7;fiOrL!O{EDu&zP*=Zh#|<di`s=pJs;VlllY>+NkArZYsq{~KIIu_q
zaF8b1Pe{b1W#S><sNMo?VQLMuNT8LH`4;+VYTl)g49}hR`zgC_{1IuXyiPBiA}WAH
zf`5e|usIAOuB-$a`XT%Hmaap+<wT8Z;Z9x#&OO{=D(*^h4nn0S`XUu!)D}4-OQsG7
zIWsYKQ7^r8^iQ0or}+U7g>U&bA@4N8(a-!bGlsTYr3r1DXPhO}FDoy9Z2C;GJ52z0
z3hWtH)YK$mjx^$+#-ERaM7}2(#MOGI8Gm=o9P8wM)<ODE`L(<$-eanmpqC}9)e&LJ
z{NB4=JV&0iFb!o+@=yTlM|GMM6W@aekZm%%_m8vnZTpJx2M8%cihnq!=FKb&3+dY|
zri6zvdxYcd3cQF`B3)SQO5WYw6<?@%vhG-=(_-_r2go@zraV<+4GLX7Jv}Wf-hbc5
zL4Bt5ST7s4+%Wgr{{C}&K7mUg5kFDov;^c@;?IR<CS5~2?569zPJeEb+*eSOWq8e{
zp+~hZRS0}CGyQ|4l!JndH4Ql^@fZ_9H<nyE;u(26izoW}h(cSW)PtR(O(cLgVu8ah
zEKok&-|sJWjTBD>ELBX6cO&@So`05)&qYwDNyT`$$+c_Ogp{x_g|94-J;D7UCa@+Q
zjk&@alEH#wwB}DB$fDssw=vnE+n~o(m!S6)n-uV&&-?n68MRzi1~XH9g=h9w`W5-N
zF#{w}b`58UxHTQ03w>>^wI?1?d!MO`%~>0lb|<S{@*+TSVyS7WQibnoS$~#}f9&>L
z)SGnnWlDzT&dP;#nZi^WPYqm3%9BRtQ(ixCjR*=@?s#l(pI*`rxVF>NQ~#R;VWbh%
zyu^`hC8HmBqvGC}j>|F;UpR4+H6AS}3Z*XA=H;<d;@yseMM=HOwNx<VRw~*1h;ltU
z-tQPZ_xdrw8#rIJl(xFDF@IHL)aHnzQJ~XwKAMzay3)k{Dy%N|AUteuV|sJ<C=IaJ
z1yXR6{>_1}w4Rd$hIM%LZcC|l9#8pcd-@fHbfZ6&+l&uM@~#GZczJn|O`Wd}YTO(j
zuc@xq^W1L18Dt~qwKO!*?1X++NIgFL{J9XH&b$AmFjpXxbbo(8E`KhrOQ{~o4?_Z~
z`JEk~gTss2y_F?>pSt1+%;!Z#MSNO?*!ux4n(+y;n{y|duP@e0rc;pHpK!TesR$c1
z>UAVN7T3hJUmeO9sy~Gioo#%2zOk`kDM)~M6}Tj#&NQpQr?E~31{fEfKW76QCL1ok
zm-NsgJ%1`@W~%Qnzklp9oqoESk4pgxl2t`9b$?c3kcXw|<&y!XRaYl)JDhgq$Jpq%
z;=`jQipdQW!ei&V^!)MnPoMnUbRIooNqRO<{h5o_orxyclL+U`-9q~0{6t5v;Z@gI
zx%CkuX2qUw$>r>PE@NUWsX~jw`E02zVlbv@5OV!|r;}^<=zlazHUZUsw7Vp9ynHt{
z({FowK2k`~X)(-=^bzlMRqM~0bKw<UM@EJ*T$qSaE8|xmUC~=R;yf2c-|3s1J7PvU
zZ2o!i!4n2$s=U$^r_;!FDNn`&_UlUhlye_x2#PbvijrA>P~PDT%+(3qChnCGGvTpf
z6!;>OQqfYWVt+_R6G@m(X%}TIyeL{r>CNzH4W??iS#7I^&(PJ_`^CI?_zReq>J3Xs
zwgo5w_mI^ZaVPq0A#k%r7mtz6z1=TJsmV?C+MqQ;n}u}e$kQHCT@b2`i83x3?TwEr
zE?6Bd&~3iYE+AVM@@T1<NIlgGa;_5i@>;gjW9E>)mVa%xAkv$|%F9n`7<?E%y%VFa
zwbyT3aKyec7nItw1k<|)38^+#l=(Dq@OdHs{d-n^2}YtQ_n;FBV`QE*YEA<uqmSjd
z!fslS@bkLY1X<>%>lW(j==USmaU{yk$*_562{W-valR~^DWC+2YAl~d5*`kz3dxU%
z@iFi4t$z{BKfF#f%T``l2ST;sHjs$CV6XF&>g!{kKnCD2#YjiC`P(_rNWugBgTo*U
z+PzJj^L(RL&aXJ`$t!fPO^#>h>euKTOxDl<RMKcTx&iM=WW@RP<XhrxP@XZez}&Zo
zE>FAbtj78FOb3hF<D6pdo5&yBruyq&a!TFBRewW)?6!Y>HUj;(?1H5zdq<Z-NO4Do
zN-C2={4+7h4b+&79JVg$ZRgoB-Gs>l+&x@p^<|BhAe?(jgw<FZ&QZ$N@4?Q{ARCrC
zV`3&}1`Wv~-^a%w@9*{x2IWpkUVm;Yp=5@+ZlrkhR4tu$^SbV!-!#8+tnz)@G`+?d
zR)6cAojkh_o5U-8y^=(*>9Y<n{QTIY*RO@F8scPHc56pRHOI@J6QY;`lw`yiqw4DF
z-1u#ivSU?PO_H)#tAkN~L2~^%y1HGaCFVW_L}wxw6Y24S0BGv-SQXE;x0>lD%l>9r
z%b^rpprV@a@LLR@^E3+I#+KWV^zH0G3x5jp^94MA+FMvy7#U^i6;3z!&{a&;x}$d~
zvPPT$?jInKPwVPyYw=bc9jf{IGh(Yrjog^47vo_Qn~B-&B%AJf%rOj%tS0#n{k6re
zm9|yILT`sN$4FOlw>ivhBZ;sXbcRz?Q(dU<$Fxha<_-S%`W25$bW+UG4i(^S-+!$T
zt(}zZe*3~KW~zm3?K7=tjliLY*xR;7QJ=urX!ONtX?2*E)NhI*=^Kd{Fe6akPrR99
z45>*7{Z!bJyD}7|u03tisARAG0+-h{={>SI4V2}2-6QmLPs)d+U=_!o0T?&a5{o3$
zEEVZ26}~ous~T>6qUx)2&Rz1I+<%gs3|5g^QddLXig|e1&~v;Sw7im>%?^J2T#ng4
zZr+_%jkE(>l{&Pgc+?uB>m$Rxt^*m?H(Sf=@Mfp3I2dMZlOu88!NHTvzQ$lf%KfLh
zWl~tP$nKF5%C%$@&6=7T^tQ*oZGB>yePHzM@PmhE+7-5gt1gVW!>hn2Gk-HPT*Ao7
z2^J@#84viLD#Z;=*0P2M{r76Et*zGMHwe;}XlQ84wy7Ab2$JTjK_@R}XAMt3Jj_GN
zutr8k`hv4!KN#?H5A57K^7IBiK0b5;<K^oo=YU&R$yH;!M~uz7u(oEM|1d_y6iSsv
zI{t{!5|NDlO#$#Y+1!b8$A9(HFD^iAOM}n89@t?=Qa);W8>_@SM3<$O+4pXEwO|#I
zET0v-<lg%ZP<DIUA%#%6N=J~7?~`s;tRZD@wdfl#AD<Q|!S%_L+u=7p0OyjElikFN
z9(|U676Zuhhwk>jy6BO_d)6?ZB}D(olhXAGaV3^<W-K2+zg$j#+JDl$7-?!3YjG5Y
ze!R(*BpAHE=96x#tBQ<{*{cWz1tY<Ud>}_{bNK01zX{`$WsdQ+Z*tLP%zc;#<m6FO
zSPX!jabO~0@=n0TzhDD0EoH_ij5XB#GA((mrpeaFkT!>{7<YO`iK-~68U`Jw28sx+
zAS}0gsS0A|y`V2I?|<@eaN>`ot3}KM*^E)g1^$mmO^i`kV)o>u-F+{n$s*glriBCr
z7fn3-g5G#IUvFjRpECN=)<>u)MATIMk>N_4N(W%$I-s`3XszW^C6@1wyu&U=MI+ta
z_(bxGijs^`lasn|VFF;n0h*9)K_1#d((L~2o289tE@A&wjei?4&nTL2%y?y~V8^Rs
zT>-D32qppTa2YU^Ufp3`*xQ2>wLC5|hgX06Xus4=!+<IoJw4uMuM9&m%CPc-vQiQg
zMVMFvkVqtkM%t1gD0k4(<J@DcR7c07Ik2rhh&xdK^ia`q<?HM$Lrz#o%iQPB0h=dM
zpjo1aLY6C6J%2tvE<*C~<ghbseCl^g8+Pd@rqt_EsWf_qIdWyW;;P7fyb9aV6-9Hu
zRr_nz`xQ2Kz708{@LtIEmvXSDDl~Vm^l_GP3|V{)l<Fy8H;3b_9&XRKjaS$a;NwGO
zM8`^0-hV_ty+T4l;!Cu%O69&auw^g;xluWs12~HxTYrQtjZslidV3xknIp5WVy>xv
zO`J!fUz=&7iDJt7tXPm}FWXrht5Ug)RCuG*$T?ol`^|+~vOI`0##_VZZp5$Gd3xIw
zJ+f~0RDAFvRMoBEc@W{ptK^KH#_qRYD1#EB9?UM2L@rAj%e;8;g0O`x3&Fz^6)hr+
z_X@~uLw{Nxv&FHI;sA8H_8H&;Un}HrcHX9@{%%Ylskg+#d8RO%9(Fye@FoWn2WL>M
z20a(pGEpYQC`Nqv=HC71vYV)9-`ejcw9a3Dmx)8P+i?X`L#WdCnBA+<kRff5W-|Ev
zR-Z0lwImucHa0d_{QQyRR|uEbZP*6Sst@?oUVpwUyV=<;N%)kD6z8ow?}xgqtb162
zbbWW0yKm_cEge@c2-=J<N`Cz0z7IukkcVDLaVwvNY-Prqs<2}Pj8zuo?FOF0D<l!O
zQUUXw=Tqc2$c=S0HxJS(%7`V7#9}x&I7t7h)L;(J&8v=eeEc{=;36S2rOrt9>VPu#
z^M8Iq`=*zQRXP&f*EE3jTQGlr2On7ITMgwlJhyKRyIk{jcX3h2@_qbeWaN?HYegpF
ziEG1(GFj1S*EM9kj`y&^*O)uNVI)Tlp8elcqt{4dMWF2L>_R^0)OYTPCHmT}I9@Yu
zR;1x!&7!xDzfopM@Cu*hs>X1@!)AKM*nfMyk66o!i=ljcA-A=YNAY+#A1zZ_f)d0)
z0#Q;kjL?p!i10{lZS53T+q3y?w>L_JqF=kZ-rRx?frC?0Bp6ffS7_yDT*xucp9q3J
zeH<;H6ijxeU091gcF7#yx=LASXZfD)L(pn9K&5>B$Te#5nuYhCy}Npy(~|1`H-A5D
z1Op33vo|#jP0_`7QLeGVf`W+1$eS_^0ybLJX5oAxl+<lkY@eOnSWJJ|sP|s&Dwf1W
zdlXXk8hiNWPN)>F(%yMitS51h!K<wP<>)L|W?mg%+!Z)c(5vuUckgoTFGau*{eb#a
zIuY8BVK|ntDXIgq*F7;mh~X=gAAis|h7jGCy64BEBNToV(UFj=J~8)$;k7}`RU*Ss
zOpj2&p;YI_ie8`F+9ITJ9DSD44wpZ;$?w3TyPQtJ+79@X<?jGx9P4ZdyqaOVZ0Uv!
zCHd-Hrj`2Ym6F!2R3oMGK8_fz{1;<SnPXT<aj0MY;5%|v!WHs8V}H7stbdqZRI3^7
zRC8a2K)UeGKwms>7U_XybUd`tMPNR?^h22CAaSL2`Y;~l%C4Xyg3a7Q^C1Vhm@J0a
zD~!Q0e~L#HIS@M9eE<7vVlBA%`1m7{fFB2$Z+D0oLgHk2Bbx8w4@q<u|76S#Zu{Ci
zH9g&CzOBk*H*=Frjx7G^Dt~N&KksOTh5l+I;2D$<22xX<jSqIE{9}c@Pk)}DJvdNy
z*b5LofP0Q$r|ys9#&Pv*&ycAG?R`8W-d>%Vp)c3R$HNoGqNZCW#+~p>VQ~5~v|9_r
zRtKr3m#<yh$U?<yWo0xAhk3i2iV9V5Qsm_2%LvRoT-S9&`~vV4S%1sw>+u6zGP3+y
zaGBo9W__EO&`H<p%HCuvJI-wot$O@JccGTFdT|;u0kE_8tIfES+7ZcPrB$dO<~2W#
z%pDvYEG=_&KqN$44v6G3j@98p{eg}LGwi&TDP}!sx_kr|5ewf-#Vb~l9=zBx#%zoA
z<$DmAGtwUPg+5A(-ha>+krFxcOuh^;4&vY-BtmGfYLif6ICx!UWnDWU%g;CaX@w2m
z`raPX|8vv!^OkFg(|p>l0443FG;3R1TaignkoEY~)RdmK_8nSUa#4Ptb5CPqOmVK#
zQuM~1(>1P}>*E!XbV99|ncnmP!bMlqr3T;(DH55!kr)~eAAjDsapP*%b$CB^WIF8_
zGZtRpfar-{{Q2n*Eyb3dihD9AOv;L42LAObKX#XT2x$2mmG0laU!<JOvv*fN1;{h&
zJa~9{gLC<I8VnYj0|{I=r*3)Dxp&W|CO^gW417f{KqG<rwL>cUor+Jcvpz)-JlZ?H
zDMEj?i=&|SFn@2bs*0EO-ezwTnR8Ib;?~y3G>5y4tP5YhNb%G99PKOs!#Q4==+g$#
zQ7TUrqJ{EHVZ=<HYv)b9g-I1k#`h;KCuPPbKYRCj#nkOgj;DFmteQ$ssK0CLIPsjo
zR@?mlho3~C(0|AM|C5S$G{}Vz*<c)S*e7OZ6%s2on|~4EG2_vX`D(G|36pJXxv@eF
zaXS+}>56ebabKRk%-QOd6C&)8$umjvt8GU-l(?Nd7r<1%FS*R22L5W$hy59LvZY;+
zjXx4_^~&&4)6N91)6!JcVao0UI-c(*f`eSo^$#%)5^ncD=ool4rJUWm7XckS+Dj5V
z+v`7Dc7L_D{*a&FRm{QYsC#&Rb|Nb)>qn2}*GM_PuJ5(44!>RJaah14ooyi#T^j1T
zQk~XrOe*ev^zfapRs@(k`!EkXx|Q<5GgtLq5jjQmK_K-tCzbE#K)<28GOTU><oL%6
zOWqE(rT#p_A<j;ye1Gu=XTEiJS|SrDm1aDZQGXcZG>WOcnB&!=F?7Y9_SGBZ#l^+y
znwqBU)#H(okshH74(VumEPz`81fLMIA0CX=&~6MR4;6v(N=JWg!f5rM!W8*p3>C)J
zj_}zuA=sQ67j%`6N(Il7>|BIo7_{_8OEC$aZZ!u72cMsNw>fkyII60uN=n{b`pztZ
zzJK*U@Hq`7WqOyLp=Nx+syTKvlXOz{6&v5K;t!IMv~?HfCo9g!9dYd3lJ#bJuJ6dh
zRa5W0n9PeuG4@SNSZk6SeRa|OkY-4!6BQN_F;-54ANb(GgEu!YMP_8axaf)yemvyp
zbkwEb3@h>!oc{K$_~XZ!6G887dP<JYTz_-a$q>nwl`<lE-^<6{{b(p(yMA-J+J!y2
zYwlua#}ScyHXBH1`DCa1T{n+eYV!W=7rw~>kBcb7CEhIDym2FawaQ(IR2=>2gG|=9
zEZKzg<$Ka0D8`6+yj!<KZr_tuQFn23d*%9wgM8Y3iN-r&9J|e-`?ZiAr35el$A5vE
zf$2Ns%a)~fyyspMDGwlI<J)U-iSKEwnnWG0UvG))GBwd`MONPEG=>7?wzIR-lji56
zs)9RIR7W%Z1g&jtK-}e)KUv9n9UmWWtocx#JEpy|fW33)=TA2da-fy4J^H)iTG2j_
z1EY6YEgm}qM!Y^IEwFEIrd|4Wmw(RZ9!rr{P<x7%5xPIm&|o<(S4~UQy?FYmf~HW(
zbNe+DQPT#Ivb!ny*E=z;p5yM@y5A~jrk~W#@ju<N2@L8eAqd8*2wHA&m1fksc$&cv
zTO|v*6EmIeRcOAc(NmH7a->Miv``7}5Ow$jLu8D|(zn&$;9YKYQ4vH)Xn(WXmM!k8
zplR5Z*yU=$gBA*Vcl7RZ^6@5EITlG_5cH;<o~J(@ILKjm^Ib5rbmCb(d3pJk$B=WC
z&SJn!wY0Q)o6k-TeNzAnTyPw<9&*v;ubljOXt0le|J99kDW^{ZataCn832_)YQH6k
zvPc3FI2)T=bgv-g_4T%tHzt%?M`C~OD+ZanyKDBB*4GPm7FYIT8(kM*?S$^F17ys~
zYPDk8`%bt-g?MC5##o-~D~cTE!79U%_m)lMEw-eX49jbTQMtM3pZMB=b)rKUaFc+x
zQDg3vt)t`4*F+c!&dq%<gt20$N(W!S;96(#SBI;jT+c`n<yztL_)ITjh{S)1Qq&Ke
zQVXXPj5y0}NTOImo=KrFeZMX^X0WJW=-Ek^+c+Ug)qIqqnZUKD2K=-aKj$NJa&mmX
zWcINTt<$R96m!_Z3o>_eqg)Tkh&3}!?%t0xGZlLr*r0_|R*`=(|2luTu<qxfK+mb&
z_Z|wbaqL4BP^*zbAgOpI;b(ujZkh)*Rjm}NzC@;;f>^vz$(nC?iEK%XX8q2^x1<X}
zIn+X6B;)3-x%V$el+(N@E$!wF(yJH8OS&|#f3SA%WG5BN_%eQoU4L3`qNuJOKzC1C
zCZ|6%G*qKd@A;ApDobSrSh>#z?1kA;SFdCh6cm(|mA!fMW^iy2pv`~4znuwOBvFQx
zOFge6+vb5r@>wbZ0s?NVI_e;-N@_~VnWrNTDg8N${!}UB>pdEe>NJWs12ORiZkT{Y
z0Jjj%Gc}{^Jq9<y(0pNtehTN&-S^M73<Y0rZfp#}IjQjrKYVb0^2D)CgAjArg@T;C
zR{{NY=WL5lLD+skY&d^k8!Zuiv$eOP+F6`Cv&g2lRIITSReU>HRb3r}uCtgp81q?N
z!D=ywRnj6-!PS-LaKTt}$Ys(+cT7%I1m;V3=T#7<$g@N9Bva-X!!R<O=Z`oJM$KN|
zx^*i&EUdJwEI&WLNh2V#?Uo%|oL^>80mf)9>F0r|6n_7<Oxu6bU<S9(5lhbumit%W
z886%jS(#c#&`;A$Pe)2DH$N_NTlseH9Oqnxc6>gZ9}`QMB(w!C?{TtT!4B?XS1iP#
zA>M!V{7LE4Q?a=Qn{g~E!l-Nu)LRyu$WjT$C}4n%q3&nL``2CxyI7icXUdgv=Wui?
z`D3NfC;0`?+E{;n30V{Tc2Ql>ESH>ZF^<R>em8Zp)5+D7CV)Hcwe!6_{Y_xx>WQFQ
zhRyiLliXZJ>uX9^_HpyQ32B>W-;O1dRL0v74|Ra?#+<JgJ$_-R=3u5zu}<+;kf~I4
z)c=Zb>}_K79vebJk^CM?_)()ZUMJ=BSkX*C>b<n<9^ijP@Ak)wcd)1(ApWEbZLwXZ
z?u_+}6Qr?n=M6+MV`-J#_ZdltANgwC5m%0&6QT`mIq-U0lfkE7H(jn7=zp!Nsh_?U
zAj82KSclYl1R29C&eata2?znNu{|9&tn8zaBBQN2|2M0^x>Soj`0iL0hyIZHlo*&9
z8eVZvX7hjj!8e^!rjF}bW#DjqFC^Q7f=lm15d7}j=NK@vJCu}4q}SD{gM1uLuyq%Z
z_&EG-8U|mMc5@V8<7Yfy&*&TPYs#PMd^dw(FB-lwyUO?!dsDj~9)^AJ%q(I#L7g89
zvbVRlB}3N??pT1@6ks6pg}d$_i{O<!ZuyyIGY)^m`X((Uw~d+<+ILSWYBK$O-O6tH
z=jKX{D9Xzd^>rolxaiW+&^*^!KW@2sO@CF#X{buG5F&u|=<n~J;OuqL{q=;}j;#F+
zFQL;#M_zW}k#SNbHsSnJ6?OH}?~c5sGbjbHX^RIlqq;hkQEu)-stYSs&YNNnI8P12
zo;QEb-sNdW(}U8xkynyQ4Eg)v>>bBV*!m2w)I{pe!|(9ixOp>bZzeG~LH5xzA<t?3
zM~`MK8gULk;S3yS5-CW;iC(1MnDr-egD4&2bUpMfr!s1bq@(cBWJs3Dn({iFq+h&o
zhd;?cw{2?+Tv&R85>t#VuG;em+D067N9}*+XrR`Cw}5?~fIw_MVPEU_)GsryI|%5W
zN6@fS;20_czNkS^kmzXsdA5@mnR;ox4T+2(-vhuoO_dyNY3I19<5V*;>a7*+;tUI<
z=^1?1)+n&nC@0<s-qAkMb*Z7D`O$T>x<UrOPc&KYRa00<5Xb@~i|*fyfFvCt$Web%
zu`*c(*w@r_z(I2--e7G})V3S7IP7$U*@j&I+3v<<4gX2!?$?FH(XDopg+$G#=P4|t
zmNuh~r)3&F?4-e8DrmlFiziZ|@TIB0026^oU0*PHyw@rEF}&R_>Ed8`{op9?NA#G<
zO3ee!h5QjNp7`D8Gn_j0rx)}qJY0Vs#T<%?ir3`s-Yl=I41xurK9k)2B9)Y#D8;0Z
zf^?W~4KFAF>9K88gM_Yj=`yJ~q_>pYOdm!CFfcONAP@+@=lA&MLj2yj@fWb*3^YBN
z7t+bANL^bWs~;|4ZLaE_IlPwDZ=p=;{=kM7qwzh?vY3voYdOyPy8?;a#A|=bwYQ^I
zy1Torh6}v*`XrH$xcT^Q;|DgKw%>p4?BcRM4+$4b>;E7i5Re!g1bMR5or+5VBJ9)m
z_F-lUskiai6?!o?cB&HGv5@U__VMP$rWR?PXkUemWk`Tx9kzDyTpTa{jfrc*yEfzc
zoX@BE79QlyF0<<8X{ULO3><&nWE6d~6S^54b$Fu_R$_9OtO_3BxWHCEyWcrgPy7Dq
zS^v03u9ICIq%Kn~e1*ouQf`w))##~Y;t$WK7uTq~9C!ZpPaq@zEkA?kTaUNWoCg=@
z5X&>sCGqBJwXiK2$i^Z#1Dq$DP48m$23`@<!*Lcr93uN7tAG4*7=wQuOzF<b=XN8k
zzU&GPAtxWh)WZO7>$iGFhB_>x5A&)R_U_-dDa4o8RF3=1c(|p06I8^hS$?OpFHkrg
zh^jQ38z*OVZq#jW&TwZ9T@76OsPrCW!fKyLn7OToc?s4QblK(Q%AkrKS?8^rmW=9v
zc);NFTsEVyAWEZb3mkvHkHy7vhbQ->zqw4p<)x!l-m4+0nHi;{NyVF1w+0ZiE9RUw
zVclC}R8xS3SUY++JI6w@SD&(wesiIr0HSTY3ASHve?Lhinyrc}V=58?5g&c?eSAVf
zLVUbmQ+jUhpyeRI_TWxcI$+9_l$27NJI4OUE6!S^Ex_jvkF9@Np1SVv($dm3-^Mt0
z4In=WW{GK6V<T&QRl}`2oHzJ`nQ7pa7P7%GCEEhpDw9P_w7<V^D3zu1zOXPdh@+D&
zPNqlTkh&unYu`mTfeHKG@~sYe^!KZTSZEGs8&b}}P8|F$H^glF=gDS+&+(pxbaZQL
ztDeu<ewWA8z}A1*?bNz9N_~S7kKEks{uMPgm!DgP%B1t#$nrpzkYWy@^PlqobIG=N
zctMxJQjNQv!x91zQil}FvT9&;-|Sy;W+DA_efnhv%iR0EzP?8sFD3yeX+17+IJADz
z&CxBd_i=pWbTB;dX2jec2KPEZAXyTa-Xma3UI?w^#9e>P({9UAr>(}xq6VQS8;4f<
zr_BiRYH#n3BAHK7AMejp;EFSx#u~*1eJT2&wK%QImBz@JQz{d&j*V#vE15D=9Qda1
zdN$WWLv<RV9BLHDf5m6FV$HLO1Z&Ijfj(hGz#T-HI{(;LUOv9uRX!q-7jsELF9HMQ
z0Y)B9F{gi_J{U^D<(Qafal4>T6p`FzT5_tGTX<@X2sPU#^>#IO(|%PK_=S!$)7K#V
zxYQV$i2knVmK1tJsoX)f!7{Ki=^GHFwQ=kf)rg0!^vuu-0A8n8$P$vlVwv=igWNq?
zM;b^C<7BSWY4n%MG5fc^i83S$%BZwma<$rAk9vP^Yml$%H4LzS`TokdaL2;o)x(qb
zw!yN|Or1OLRdX1lum)X+{XcS8xw}*SxK|G-8IEEs=76<6E_#)ldv<mPq)+qn^LDk{
ztxp8|GrLmOBU(dAEOCs&*k4ylF$1|k+GnoM&FqD>R~;L?&-lp6hF}jhKnea=o|}A)
zV}O6B$uZx&dDBH#a^8*G6@Cj3&pheibhpPyAIpz07&Q^<<Lc5a5SmSXpQ7s(H7E*F
zRO_ehS(AmJrM`WeF+)-4ES3ifh5D_^CV<wvmk&<XxXD*hZ!NUIlmTV&?Z$ph^f+FE
zbk;D<c)*;$eT(i{@(&OXW(i4@%YMY+$i9DF(j&OKx!I<Q!W4;&cPOf?#M&juHc(WI
zELbfmDe-Qgt5CwnCEOIfyL#aHx<_xmE{6qYS}G(Xz1LYpU48lUyZ08iiB_sXojadD
zf0p=k7T9!G$ipW5#=un{d}K2iPh2^p?_CB9deds(Yd3?io*P^@&-uudzL<HHS}A`f
zCT2@JBm*fRKog8ox;pjEMIfQ`$g|$E42LA(&aLW#P#_NwDco>UEK}g@WvZl$Uj-F&
zv^|DYhToI!SlYF+vRZIF0@!xG=hCEz*=89msd%UeS+qS-e$d;i1ivjF+g$ts$Od+A
zC3Y?p=+)iEc}^(Xlon;eONvt^P^EukT*ITnm#UD{pKb9%ltJnV^5(Y{xU&Oj+d?%_
z;XyI-FvzeTl%$oSlq%mJYmyj5Us+WfZ$fp7;N=b0*9#1F5m!zZP@QyFO-^hsOywF_
ztS{buKK6A2SWfv~+mSUp_kWV$>(?kTF}AVsK5Xx%*w8&XJy{j)>!wgLySsnJUuJCq
zb?rT>X~Mld+r7{*#vVV9v?^KA0yQ9#pHSz-clsRW2#vE3r7E7!AtUM@5AN_N+b9~o
z#(i<)EB4p`JYVJg79l(+_Q&n^)6?1q(O)+e6cxwI*CP_WPPf|t*2IH%&EpYi%deeu
zX<J9ocVglVk!RRq+0ODL%6)%2xxtPX8%myjY&~#c(=|oVm^kh!t}2s=z60&_b1=!o
z_1K=JNNV0slY;i%883qX7wCF|5eBJ@o@vGpY$m7<>vgQsc@nrtWyJqeVgKg?uG#Rl
zx9soBxQ>-R8_mydGjY9Ts}$%!Vdm_7`t+&DsEs)Ib0=3ricHo)#KV8HFR+|suzWve
z%RORj*Y9aT!cX62=l;l&O-S?Hk<OKjc!|?kCesY&=yd!+buD7Pl1!l)?3RIn6Qz!!
z9aR(A8zUbkFxI`cZlWHO$*MtI^*C?qc6%`%8L4U@%NoeFjBIVU?$A8B#NfK_a7?=~
zJ>d)=g(v5<_X#K0+v<NC6p?M63(ypy4e-lkyD5*&y7%u{l}Uwu&RlB-XY{df=+d^;
z_h{}JJS9Gz7`1+4Vsib-diBUsXh{+5Dz8p;L5+(}t{GlqR?aG)3g%C_A=AZx=DNdz
zFx<d2`}p`F;)@SnsSfeytJs(uUV^quJ5#TvBGfY;xc(F}vuJ-Wl6i8@JXt4+I=D4C
zzw1uBtA4&E896*YQmRd%U6yV;Sv}~v5YEx)(rHyydqRFb!JIVdVJc9wS6_?YI#RP)
zfAUS1i>PmFYwL|zpwcamd3~pn3H&*#n(6`#nl|UGjkzJ5cnMb?oyIg_j8S_2RsS02
zH)={=2^$6M77u?$Y$nr-3>xd_1fQs@yW?R!v*Ck4L|iV2Q5WNO4PBi=r(0s5qvy8W
zV36(9Pl9IMlG-0Si>bpUs*J9Ies~HJ7&h*%xqG&yZub}o1VOI*i_qeUUdJNKmGq>q
zF{BfIG{4?UvbeOwv;E#WpnJ~R434jV`-Q{)kHM)az2$$G8~!YwaS`F+K(2sdgm81C
z-!a!p8ELWObXUoBVl~mMj=mxF^_czrZ#5L)Vey=toT`EvBS!*fx?mKkxJZqCDG;Q`
z%Yl?K)S&rjcZp0~MCP?c(r}@^&+K!G?i60t<dY7kt!MWMD|rO_yq<2^dag+}9B~tk
z@`O$;7nOfmVQ&__cE5V=q0#z$#*i4Z*k)GBt)-wTQUb+)KNYhHXj-C0p631I#L#-C
z-L9doA`7*X{o<y}P?1c834>o#%>L1dWup70V&qQB`8uA#&7%BKE9KCOD}COfPO|1}
zSl>_MrI=odvxa13upD{PMv-9YQ_chH(Fg40AM}4RtkuP5gqq&4A1)Hf@BcLw{;7(H
zI%3{urreZR==K)@Oadn9Vvf+)z0Dti;1F!?=tz7sp3;c&RNJm@0iSlOXJB}^O_3iD
z508F54&YM_o^x#|QoTCe<P)}UgJ;$in~C@FuRrYcnx1s{pb|M#w)?!%@@VDzTD#d>
zz&n2xK4d>nzQFzvPm}kVa+Rp|&b|);P1INbvG&yW@W4QNBvHNv>-47g_@@W7j0e1B
zYfh;pBFy{*B7RLjX~muqH+`O+okc&^8%X4k?XR)8_Nm9!enz-Rv!{TLii-E?9!v4J
z%04v?atd;Cxqg11bN<7^`lH3<AYXEv>*s$BkPqV*fhEY~9LB?_74js@wWaU2T)M-C
ze8R<v`!Ly$st)faIPbsN$?3O9dHU&kz|{J9#jWON&qF?vZ)B^mR&Y_Pbki`1^>(J(
zb)}B3KB;e6UhC~8#5p-RL2qbMP*8y0uYovNL*HvZGg6SxbwdYt+GCf+-D(+Z_8@-~
z;^en29A|p=aomeTvfy4DLCq`%Q5BMe!jFEWysL2Y!L9G!Tn&pkvu-EIngE<}zLCkR
z2MRjX+jHN8LpDCbgbqUIMJrplrreika!+!&^lGt;uJT6KAYShGy@~&W|Dt(o>TDT|
zui47X`NeSePdX~5{P2Hya`EqaC5wO6olz=plN^?qvb(peNz@C5ML&<+;Tc(X?qB>w
z86r!safJQ+Jo06p@WvgydKrhhw|Kq=)CmLqEsPe`<TR9>2gY#&H@#5GYeRy!*XQIo
ztg<N-y_C-G9kI86*`<Hc$7|M|;@X|EbcWo-)EUlN6z^=KZEXKU(bKurvI~Fp+^!8{
zrr7+7z5hT^&>L_SjL|?SUR+!p8y}zFuH@(pgD49EPGr9I7J7q~*_5{VZLta2VHZXf
zQWG=v#tJQdJbiwy%>9G)@e?&zD{?8`BtJjDz1Z{O{LI()N-T*oUn+<cr`*Q>KBZAH
z$DJ2N_4N_aQBg#l#XwqOXSaU|P@Ctt6xQP)@=#CQFvxg0?-C0B;K3>qpXkjMDRW!f
zZU^da_g~bo^7_(5`MNQbDzrtZc=+e4DlQZ0+rT>s0R1QcF^Z})Mp53ros^ik0+6mp
zu2U+p#^?v81Bkn;vMrjMo8wIYD(b+g(D<(GF3~^-r5IVOliN0b_=|r%+O(`}i*2_Q
zrvjD`4m9PgtE)TmJYVcezR&-qIkVlYusyM)y(KS`QcXRM3EPUmvx_oRB6IKJts?4$
zA&QYmT|Kk!oy|DFSF==DsqsmanPad6n^T<7yX}OnRv(b}R#_yWw|o-h<sBU!Hlvhy
zqtvJyWbW*&rcB!Uh%JB4k@}`&SYVK;nVC`1h~B(Vd0B;!2;E(L=gecSoNS9_wSM?l
zS|ar&3T5rY^VYJC<Z0%f2Je#XpIpg3X*Caz&gd=zZWO2&obguG#&l{dQKWh{m30iZ
zP!y<32(j21f4=Dvw9z*c`=PZnZ&b&I?0jhb2g??je}aS5;sAe~Goce0nr5(HlR?p=
zl%%8|YimGC7bcMz%|t}Br1Pk*QfAntAO4!(-ErmHy)C_>M_)}#nhe0H3X+UOy<8mH
zt*`$0!7ElF$1poIH!d!2f8PZUuVS1`{@igWQGn4;&u`d2P!i=fVxau>+15jQIVR#a
zO79+VFcONQmIHr+(l;oLstd$ypsln*-a7Bqn53hb+S?aWhwZL5rSJaG=cM3LTcVh}
z_z-QQq5t;U`uavki1s-HAz#Ch&9{Ynt_#z?C1%&m{A=*f-<obx4yIehU3;_ppfgpc
zej&8`tT3NT&&8Xl&YJn+D0BL}wVgtX??H;r6l<+T-Kl@c;AuhD{C!`gcb4^7rDa6Q
z^wdvev*Nk<Txt4mwkn(16-u52r?<afa9$O7_aT8xALp)ayve&lAfw!#6PJ!wQ_ojp
zvzxBJb;Cc16au86tz%<jL&L*F9MLA4>Vx(5^;(fl@UF*2So&AS$ii^su`2FT<NFZP
z`Zr3~;NO4z(NOOeWGpht0D73JZ(a9I5*4>%*R6AAvftwB+as8_=*am-X*KS(4Sy1H
zH}rLd-U`VS#*7v@5%2TIs|$LJj(QYY-ebO>I!cx}h0agE4i@Tk9@EJR^=bKd4Z7=^
zub+G?>&Q4wM}Avd7f-H<7n2Xpl_(wRn}y{hD8GN^H587Q$&zA%!eAt!Erd$a%rRJz
zxFx#7F4ED$=6=e!&;6LB4b-;G;I~uL(l%CBh-RPa4$mr%l&8vMJ=D+$ML*A;o68pB
zXDhx}KXgR6RyX`J`E=pKCdA<C=0ug##zd7l9AH3w{rzIv+gxAo({AnT?0ox1oCcq`
zYR-TAb!le@3Qt3d_}e4HMw?ruex(d~d3o6u9mQd$nVFfz9CV_agOO!&ii-1<<>lq2
zrQfSJOf9dd-|;z1RxM_`cr_`<S^GLAm;bCrwRr8s$Q&^9F@5gjJX5E*rIMdDRR(<b
zI%$2L<+fhq1hSfN39Sf9t8KDoNr@Qt7tDVYg>Smd7>N<}Hsc?cW7@y}_`&9<se}TY
zz~)q4j0qJ^h$TOsHRZEAZ<>0sACYc+D(AduF5X$JGt4dTWMp*h4w;dWQAh?8F?LhN
z3FYYiFfA$1W7M{r4ti(zZc6`DT`OZ?Jp$IaaVUg2Hm;M0cXyn%USKz`P$w^J3zdJ5
z7N}X+Y<Ic(=B1TpoLSGxWX;T`&+wO1&&sYPud5_<p|W0!d(hh%<S2`xWpOELE&+3~
zfYHs#n&HXG@IivS!`bFQz%1jLu!pEwP{sxJ-G<t}rO2gEi^N4nr9?y_V~v6!-t#io
z&q2+C33PTGnGD;=rRo9#0s=EA6{COXx2|r46fO~KII8sH$KJj^hHv&S2ZPwYylgjq
znQx@|kcIS9RM2N^K48)7>gtxg7bsglD^2w(T8|1{Q;7|#dK^~wbpOZk{^~1f4gzsy
z{Dgp~9OgTtR*o(9)h*4(5Iq0#hcjQlhK*cl&Fy!Y1mnfN%azft8V`ef4+(#2Kq{+~
z(L_W<gw#;J@SU=!rlRVDulHq2n!l7{GMB|3M$D&V=GEE%EUQozNlk(B@2TI)%JaKn
zAzMY%*Po*ZkT})%YTDY#UyQ}cj5uER5Zt=8QXTPm$k*5R26s;Sgy<XKlA3twXlW&o
zgf;<8;{%IP)Ql<C{k4^Ch&q2c?yAx`<MHNCkHi%~L|t87`-g|PH2!(f?Z&RI6;eim
zDSq34o16_@GWj{@PF3%w*SbQk*k4-Xy7>wEg4J_%D4zgUY~*WK=0@f6n6qrd4;)q0
zk70Cpw^jMJ2+cOY^O<9O0|>biIz^b=1Q;XKR_SI|1%Gn;`}@-^?uLKsI`CU52Bbs|
zHwp0l2)fUV!c&Vk*^V<2e7(80b{ad~)8Ca+UEtJB)D8@j4^bnLa;hA2Nk97qN-0na
zxkNzAzr3;08mQtX#Je<T8CTBu_%&4FtW#RMPl562#s2G-9LobbiI2(=n*%92=hyHK
z(~*-UOD-u-w^5?G6tjPY0$k1ipaSSn{=0aNt87L%^slB>5E$~`ao0%7wCr6C(zc$k
z8mqP+U-4yR=N0g-m6vLfik{GOvbH3su#`R#VL8)3m<I2?;kwSi!s3qiuJo<*@OzSc
zYZ0d|f}Cp)ol-xzw1p>*2d?739}E*B?g~Hj4|tHcz39p7y1{>Y*cK*?<$EArYjZ6L
zH=zxxL)&TZ&e6ZPvoR<XPAG~M9vP`$KBWUn=vgu<dSytNn|t+HZZ4&fGU?&rp^4^@
z3k^d6WXQ$K#YMdzj?wEP5GNy^sr>XTj`ZxNuNfy^^Foo_GyY~Up{T5^EXFfP+UwVn
zSc%!#7+7zT!CQYxFX;hKh{Z5!9q*04T}m`NI~yQvGFbqp($drGHZ9rn1A=fPj$Jfj
zllR&jZR-fv&si%62M9HO^J*{3NF!#wmeF<G<GosLVWFLY!L#Z<a2Sw7-3>q~@9`G`
ztf_f6-i2nuWz#SWND=SfzkjPaT`#w8dTzV&bwo%8WiWp#$$C8tdn?V565us2kh;Uc
zs)F9fYg27>*dd;$t9CSWwfedzVoHPaU)gFsk7ma0g67?PM%7DQF8URpxna<=grt8N
z++Ui@^cIP-lNz!rm_i1t*1J1#$v)!`E1KTa7#?~cNS#}d@6UoGFv;x_G@x9#7?V2f
zvt*+!s#t$PITWON1LNXj6<_!4x2ZgrBn_6S_(_VlT^`*L_Z8Cyc*7xSsi{C@F1HC3
zWe6);t&V152v}YoFJG5qCJ9CX7m}NsDA&5nKlWB#U7m@!rltmP<1y01F1o{6Idj`T
zdwXBnjPHTbk648e;yf1(j~iZ`!lfkat0I3VEx3Pz8GKP^k@Q{-$4Ks`d}wHBSJ`2-
z&aj7f?mC55NT?~N(!6kz{jnx)olVCA6mI@B&sRra13N^tgA222>E}vG#Nm`cyTZ`W
z^FRXe{AqU5D>FmQtz~n1G+IndQ|oClE`AGr<C{0+EN;{~6w4)d;^MEuJp}i?*cIsp
z9p8U=6mpXkgc9-(JIcJu%`JmfRTm^@vvwBi)6&q`<hCR*B3XBF%Ss0B-n~mX|G4O#
zg%&%{Kn)EgUh`I)V=&5(_Hmee|JyozjPH(B@!=;n8+9|>FT%sao0>#08Yv|+mHApk
zC8f)1D78wh@*7SoYHQ`Nwl(fgzRs@m3Os+W5;~Q_dcTM}_~{9^zWLrKBcsakaF{{7
z7UA`(z=+Ya=K()<g<5(a#OZ${s6X|4=osp>-*r2`0?TF!IqvznaiIwB&o$Hh|Du3t
zM^j1lpy1kMul?eC4ENkzt$1#JetsAX27xGZkh8~y6s)c|C)t+%`0*nnFe%$2DPDge
zr>(WMpjNS6f114cwgdIfoUrGBq9Re-o0`5l(e1ZNr3wdc8<5X-4@?H8HI>-nx;cic
z){fmyx?8vk8d&enP%$3AA`q2|e(Ndd<K`yS8O@ZKZJ`-&GhVQ|v9?A{OZ#ozG)gMK
zo0%B<SU=vRFDG#4$kWWs44N3r)b4+SiH*S|oqMKiXQb+RlK*3jZ*=n7@O8p3(=`|v
zl9Kk$s3%V_FlWOR3eB-Y<Wisx9ex=p7Cx&5`8?l){bml!FfhC-LM|3A2!QN7Nm6N<
zyu=(XBOo!|O>Dl*>ODQNyuLm;KAySXd+bz|lEHGWxLkd{OCFNSRp?STOn85_R<efG
zZv1M`-J2I!lXk>yL^p3>Rs|yQ>m-y&3za_Dnr`}>Q#qs<87(vo>vMlb{$Ol#c-Pjw
zH}&nC3J3Xv!WS5uMYM-wwGQR(Dy{!%PQEtmFGO_xH8Rk1snT;v+Ns&mbD`*2R85SW
zE$nPTV34$}v!k7{%O6DuE4_c9AP&o4&$0f~wh)l2iL;Bn4j2wLv^7Q_j7>}}Y%TtZ
z^h<&ssHXo%-9JZ!g2b#1ot#XZ{(@;^;%shb?DQM(Qs5WlW!3)$&*ibxB_s^EL^Vf4
zBP$T}4}f2Vzi9&bqlwdhX!CddKrb5s@zDDB_58K@KhFOR5DesGVrG8>gwH?w|6Ts)
zBL@SiTG+S%!5S$1b?|_IZH@kqsfDw%g{|42)AFbA9|MUNqra5-FSUdJF`Skr=#cJ?
zMt1rW>MxgjSx^6u%D+K{faL$Ps+VZ;f1}%<5aMq303$K{t(UQ(v*8~jVQB5{Wbvl~
z{Y8u(EkplX;J?(68@PXN6d?UuEA;>WrU3+mvT$-Xv^6sM4{H1dxUBn|?*9r11#}R3
zV&Z6M_6yPYFX(o_Y4p+A!o~yy`=f_TQTpF<^k^Y^w8Y;i4h81oi3!@^e$B6qot?A!
zf0&RzD(U~M`5QbK+Q*pKI$1dXnix|T+yAgS{;Z_`UGq11aFBnPxy3K*Hnjh9Jb_d6
z=<?sR<pz9~k)5qEr=6qmA4BHkVq;@?Y0A!ksX94Z82yR*S7G`~N&0_?{d02!`uPX$
zZ|`W~WaQ%H^jGhAiTKMu{#pC~K-Gpop!8sR6?%Y`JL{rb^7G?xskz&m&~qsPQ;Y*}
zaP%NLJJCZByl8((94-|TCp#BMBNOx~<R7Qx0VZxJYUf6;4F*nd^8z!?gP=#kAs{5L
zE)D=_?qc(p9`c7UK=aXa3_)I&MQm;D0DNtF2n7C17YKy=k0TO%Sw>tQc`lF0%i}MN
z=yh@agWkXJaJWQ&4ec+5z`9&gT+&=(KmkGz(M4Z^ku!h2HXMuuAt4ZY9xxch%gs&C
z4TXYuc@gwH5a5Uw1LoHmfaH?1u(je60WuSG2V5e*=7CF<OI<}8{l{YN>}=1+#bxXU
zGPbh-**ThVLBJpg5&`4kvUG9+Jplvw7GN+dpymHf(aT=we|7WE^#=b#ZzK;07-M<}
zoEI2p-ami!h9ICow`j#h=>N0z7+E-*fXrObo(|0Y%S8SqsvyB2Fc=Qxb=)8x7@!am
z1pB2J5`=(3|DB3JxM3g!U{Sv{;o$+nd7=Lsnn0mEAS4Xv8v1KC&~JAKtc&NDW?&@j
zpQ~bIZfI?72n9nR|2k#hP{70yJpWLJ8wx`3{BM6LgG7R$z*+{}0|NOMvjy{jU=W^v
zu8X;$t(6nxKTOeIJ=Y^mEqcIH@bG{EZ$oeEVr{MaPsM=64g+`_6#2JuP&gcz#{Y>J
z{a?NUp@;q9(g3ID>}=v_OAmwnQ5JV|mQ)42Js|N1AP$!V;AwvifCS*@AUwbQGMpDE
zT(*CbfC3}R1OHtBjEsl-w-~yB_+9w50)7{O^~v*x#{?AQdZhRm&7pqvBy9t%7zpgo
zIweOSVKD)w3Q!m&LC>XT;^vH&0wRIfe|EF~DLg>I-2XW|K*6y8PI!R*O?ZHU|F|M3
z_z$-afnJ6ODCF`8y*&PLK~Tu=`pd8ay$pXV(93WFy~Kn3Zhsk8pqKct%l5F#`pcPu
zT+Sina&DoJ-{&v!VVC%@%WwrlUdsJ$cZm<b#D`zv!!L2*mvZn+z2TR*aKt6f@AH@V
z@Jqenm$=-QxZIbx+?TlAm$=-Q?YS>;xi9tQzQp6c#N)oiLtNq^F7XhTc!*0p#P5G`
zxWq&JK3?J?E^(2+!}{fU<nQyB{qSD)!wb2@yR7HE?2q@dKi*6Ic`xyJFY$PP%U|lx
z%X?`r;LGDBE*Sb>(1!nM2;|`g908#5pCkf-0Kwsi|CU$#*C+x3f-qnzz~uvqpdB6r
z1cmeb8x?_q5g;Tt;!jPWFfa%K7{PzPUlYKz0Hy?J0)~TlfFle7lmRp3f$)G3yvTp9
ziLHeTU@nMX*(*8?`Il(~g95=1`WKA=4hIJu#s8j0a9%Wv<e^9K0`3@a5q}ym7zTnP
z{|oBm2;>wd*47ZjzubfYhJqdpv?l;T0q>3A1q|rlstDjqKxlvSTN5Zi;(mW=_HWk&
z1_hQe7)g)d270E4qn8p8uMh|rh#UN0P<?YCfi|&)@cawy1cm@1fK`2|2m%a(18e&K
zyCQ#|r@?@{1`Gr{1QZSe$l{+Cia>LHUY`G6qUHo-YDSKRwjf7Ndq+Do6GCTftp8)>
zew!?i@^J%!6AD8D>zNzS_5XhqUp6TKf>02?iYE}$r#+9;!rb%&O80Lpq*X;wv~v3)
z!<%o4aDU47JW6F0AxgN2c#WXONe>Zo%1fi@VhnUcm|{>b#+uL#R5o{IAuTn;;SUxj
z)RGgHH4Y#NZLt|?)6~}5bCSG_Q%JB2|6+BzX8)GT!f<7H)GsgwW6>1z0b>|L4U&2b
z)1^4)zJjc;|M9q%y#W-L;m`>a1Tio%HkVQJ11Nu$R!fiDHW0r1R|r1Q=vvE{UW>XY
z(#Az{YvMx@#|N%N+e{?UOVOJcMgMz;q~x_)?*<D4COO0TW;mSrC>-q~9Q`qQvzpv4
z6B-d57q}qNY8z2n#FW!0OR~6NNwlh>HF~d)rWN&U&KN^_>qd?~T47aZRXHd=>aCs8
z9DRSA(F_SAXPedg+a<|H@CA*tBnR&vn7KU@+=uhr2r-gNkU8fhnll>noCTZ@zs%+d
zO;D}wjWDOrIKfkE#1~mwZItY$AR*2d;LQn(6JESvD88#oSn)%nH&T63?Jg{So`-R;
zezjpQT$4MBG2UF-Cu8$ZW5Ze;4z&;cuLXa(t7W^hd$;NV-6?Lu&h4=+t<tU2DkuN@
zT9iM{=9FNJ9-iC~FhJ$eUcj!`YP0Ear<FKO`?=M}av!FPFf5<T<KW0h3-#r&AAW^f
zE5CN@HQQ`nF!S;J^P~GY)Y?b<X}zWdg8g2rW>Go`cPYj<JadCj(CJCXilF34GH8G6
zZ`FeS*In|ww-mgIs#>gWN?k9e+K6^1r`KU#iW-k_=&Jz;9RaY{10*8=J_eY)T}=p}
z;0XGYCNVAwAdoy}SrV1a<Y5wLdBOdLr<qp_R&xez%~NP;u;!Ul-o9&S^t+z?3BQ2>
z&f5ns^9whg#rTNDa)_r$<09+%VX1$1M<68dmLhU@jhGS!5%PhTR<oQTBcMJr6iDO*
z^E5>VVXZW6Sd_YTd}oDfeK$Lqt6wMl+J&`aOE-STj6XVJlx`hpV%XBd*}V)CZuev3
zr3**ihXs^w9%iZySbay{_&c5VC%G)q-}b5%@eFvAqqopKD8#rAybTwtO_+Zgc`&k*
z;aFYZc@b0<5C&t?^va-frwHovx#O#p?n;dnaZ=C_QFk07pb19@qhXSxQg)r}f~*v6
znB4nYkYTaa$F>Sn)$74CM3$Ce)reN?WYb4^<7_e7Nxd`Tuy?YP%cYa21)#xctvQQe
zt904efrOtW2UW>NU5NkB0iAzTUDNOIP%b3`pmnR8;5FpZ1@CiiRHNFnMSRADSC^)J
z5$;`uu#7;}9YPXJSXZ(GfP0@a>GxoNO`wACYw1Zoi2Z8~avL(N>lr}<Dr6l*k8r#y
zNbZMFox#3;z&Rg1;5ms|N{2@IaIKdJiE*9{TMm6;z_s*%>~b?FaY}#A9|YDnU5?H#
z_tjp_<CH&{=n(K8l3UBZ37GrNAjz2DI_2-;SPKi~#ETrc8iRC(MfdbUQ=bOCs83zL
zxzVnFA05QGz=FoV_b@A<fp)^oJS0K249WI?ZlAjhH~LQZhPnara4#pv1Dym1#(GL|
znBr<j0rmb1o8y5v3S|;*WOH<KWnpa!Wo~3|VrmL8IG4aH1W=b6#Q`e<H87V)#Q|#q
zH8GcQ`2!ULGBq-{%*6pcAeRB72@?Y{H95C|nFxgn0x~w2;r<B|12Q%-x4iHH(GmeP
zm+=Aw69YInGM7>F11NvR8q1Q~#__JNU?qoOtF$oYg#oNM2icMnJFZk&s>BsL2P}yt
zA%Vae0JYk`Pd{exActIO?Nl!0pwZ}=>38=`vf8ea)wj=HzJ2z^YhhO+iSr~EtGBnS
zOsuT2ajwkj?Pm3Jq_6(-_PZ}$8#zZ3O2-B$5XR6ISJyI&-j#prq3x=&|MKcuYaJC$
zQ9txmv%R`jN=5tjO4{hd6=0V8vcdm>-)xGZz*(LpZdu1`y5{+=m5H-74bA!h<2;G(
zieV_bh94@Pqs1o?6%4Gae&A7i>%Ji}ZRJ<wVDJUdx)M>>^i1KV=*x}!)=kls+e2M+
z{4iAevLA~5T_1k~1C)sVb(QI;<d?g$D`&JjAl$l{`w}+~8;5PiM(4c0P4!En6ny2^
zrA-#y;<txpJyb2O3PHF({AX^L_>f1#u4L#9O;PR&B=VtZ4;{mC^N85qj7)U&TEZkL
zb&eS9%g?dl!H#5k?^duYA9!@|^Y?efI=CyQAb?cew>*E^(Tw-};Ajc!rB`;vdf<2W
z)v)7HS*-D;durjM4p^S%HhN1NM?#43z#MiU+Owl<nKDQLS;_AmuLfQY4ommuh)V$3
z6GI<DTl{ck(x~Vj+^3G6me~o@BRgre*|ge{WKGMNuQhXmM2v<d*tN}MJcQXSFfH!f
zE_QB5YIA>{j@#Z>+ue-bBpBSZoiT5=SLYi>dZ72H^E$yTb!auDsV%B``5dfVN>C1V
z1%9nKs4HB|aOm7KE)@TJ{2Gk8DryEC8!5rMmZ0mh@5`QM5k#6Cmez9*qQHS<%6qII
z8D;5YU}!|@QSMm9-WOX>PtB3Fh!dTi^?)Jz*D8NYW0mWrwm2tHk~sta4zzO~7x*Wl
zro89pdz7qGJbFWNg%`uFYTgrf5n8aewuiyJJ@%A{gg&<~2Xs|7P0>{;5;fp&P#bkq
zI>Zw{1i*D&AkQ8BHe?1nF!dT~B<U%CKv-I8=M54Ym;}DMojE$dxota!_thS;!0`^e
zXMlf=l)T=9i-iyN4gu8o<6Yf?sxbrL3m<e&JrqSP^5OZ!7-fL5HIOCMY!Q$+kI{CW
zcVUQy%<C}7AO@`qp?$e-o6U9GZO{)Ogk4yHwpex$m8x~m-`sZXo>ACNV1N_PO~tV6
ziLf)1z*bHoTdHS9<M%>xl&QkCK1Y*B%V&Qb!w-s0amRedCs@&*u_>-1<RlKmOBaWG
zM~}U!qgU<SU|`%G_@A155c)=*Nb%MYZQlYfPhHP#SN?i%>QdvZ5NZz`pJCL2^3%3p
zjA5g~c%6Bw0PKgurt;WDR~9@P+HHx^gt0l`AbeBx>$+tJMtGjiQJBH6D6fE5KFoih
zDms4~kWo13D4l!ZCmemOk3Ixh#Arh1prUgb{m^#h9047pQ8UN5aAZ=7*c$O!p3G#i
z7AE8=X)R~~ex;l{Aha)u9F6y^gPXE;0Ovvgn8X4yyakJx5s)YLV?<CoTDQa%FsQ02
zNZ1G^s{qu39|sITNBW6y=l$YQA~t_cj7u!vGT&u%R~HTQj%`hPk)VD%k$3!}>L(@>
z;I^%6b_$>~AQ+R#=uJ6l!85T!mM5$CD?j@F+3IKdR4!6s0>Xq4Vx6|Tsrq*B=DKkL
z*n-xxyHVcnNbk%ma-?xc13zI|5`48fUKRp3Wxwt!mnfjUA?(<fBXA5D_&|RaB6UF7
z2uy3o0h-Q7N|(|96==ldv!qmuSuD>2B?cI;Q!Ph}ycGQRhyA_)FIxs&$!UBPhBSn-
zG!ebQcw;%<aMEOa9-GconO~6dySN0eIrB21Ia~;$*H!NzBR@g6Htt=+?><3Jh^~+1
z6g^ewDmRfi(Zw8v&iO3Jq;7xjoJ{bAQ%U#^%AkQl8d)m<yksm%1|cXJ{P%{0(VEFD
zLN%f=pK#=ZGb6H+BQ2~NLb04{F68ST)E|T}a0Le`$quY#yYmkYZzw)iZgg5+dV%4H
zV>FIlmeo5DH+tDbMPKib9~H2Ml(nErP_j=!Y<3)64B&Iwkfy?jf=z#5500te)5wq~
z_t&gzNU143!ndd<_~K1DRyCJ|3z%t8Q@(gDq14y0(y8Q9KZ~=(Li(D6k8~y@$)zPQ
z*>HdjDeEi(2Xl`T%!5aYQbA5GoI;Mi-JX`@%A%?f<JN^s2@yu}#Saesp{Owpzz0_e
zZy0A3G`{N3%wl<#Bv5}-SPWg|MP9;pKl}o}bxrXA7Y57-$dZ!D0s^H|0?3ijs~_2z
z*62n|a$(L$Cdsiw#&5)ni|zpke^b;{VQcThbQ=AW`V?Jx{axE|#DBta?30%Bve<y@
zWa|aZOBOYo5OJ1|c}9t4L5f*;e6d-il30$F-s1}wCbV!Yi!y)E@59(=fW?-aQTZ@T
z8H>^~7Sb%`JS(Y{P_Cp_Li%ivA8J>qm7q5p264uT-?$PPa*lHE6t&}G7_tp;Wd&<3
zYAD5xJxJ5l*Yt72s09N^@7rrf%Z{|v<WW!K;$yt~rrK`na>2cGlFkHjTAkr^mgUjk
z%fabDIu~Z1$0mOt>+GL`b-Rg$wjO2VFwTk5HItLoBkb6>Ai~`08LM)xOD$F-bQUN1
zaT`JEm5p<o5Q>d6o2^uw8>b60wB|g{GstphXs)@%Q&Zj0^wr>N{Y)%ce<4l@%wd(7
z6ki&Lw#fI>SfwY{0Z93xyAex0LrO%5l7i`GghWt$ah`vUqWMdR3Pc*2<Q^pn1`MqX
z*p>-(64S(2*86tW7c+T)jUlFK8_O)jw7E=~XQwh<?nK8{sfA20u~!Dzo1SCui!hZ;
z=T8&TlD`XSqd7t*{Td@x>l(mC<Mj~O{SwN{`g&g${h=#vYS-|E3cBX^w-<C2BpoMq
z-1==;LCt?uTh2I`o?Y_CFd3=LV>{1dX-1@b>RhtbOVV7JlhhB?4nMdypeuG^`rsZW
zH30=kP)S8>(roD=%*p_oC3*(x?Q|t$nI36VzFfZs%Ml<xH{-j<l;kWo(@){%D3rq)
zZt4IxFL;edmwU-U>HoosH$nSPVl^%4z}>1phc<sFli22?qY!5r$ob^Tp1ZVs;IzDQ
zX?l-^5hlpxCKO?=MJxoKbU^~{8xpSqN(puZ%LC_S6(jwD0=SJ+5cjo>4OrPcWJ)_z
zRG1`7H00kBGJ3HvB9$x^dh*^fK*+@D#N?mC0YE1Jkg-2b{B1TbpJMY1#<7ylIrqm9
zDX4!?w4lDwi1$^18rnKA92|trot^$W;29u%!NQQ=srnSpV3#aUPaOkr%!=RDi++~f
zrx(K6Z!~N5`<wL(wCmK26qjBri|xcJ8BF^Y<j!S%IV|6RS)CUhW(X4E$%OXh#Y#rt
zILqc-6J7{Y8hx!LWPU0646B{8zWVi0JlcN)&^i()4ITjQ3Tn$LpG<Q{T1PisTWqMx
z*1p+}BkDY8U$OvTajK_XQx^WG>Km|6YJ9Das&9sIUje7#(@`3_ck6;mr$Fs^RCs?~
z?C)-_jEJyJXKhsf$@Pn|>vX7#U~&LnGSjoXNUJpZwrpT)+-gWN*b#H6cuy^$pelcY
zRAly4^Z2B^@g(CDk0m}3Cz6p8aWnC!vM?w=x^1ngU4|f%(t*z1Zl=z6;!bRn;{)1$
z4)myphJqoC@W3T@9e;4KnGs8I{aB)8;bVinIXWmZHmYue{ty!G-2T7Io@4eVdd^+k
z$GV-WcE7VSm?c{qtIHKH#E~f%@e_aS+I_nP^=uD(>?ZkQ#Jy{JpD3nGp;D1gn8;Zj
z$plYG5LPv_>0M_8n~2!vo3#{9i|;&iA_>NpizNC7ok0T%b<s0_ttHE*GggFhB}fDQ
zuf~qaP|RoQ2W-6I_f_K|hs^^w>v1KQR);qkdRm@aC(Y#k!$;suh?_?JP;GyUfsP1$
zzd1AG1&Ud%kMDgAg-!>cui)doJM6}<+~=w5Gaq*g5M`{w2#=2>&E$ab;pB7}VM_-b
zJl01ou#4D$k9E;)OFD?Pd|Z0y`83w5-?5Q|)I^@0wCpbS8F59Yoz06g<mxkLz|Mbl
zc+OmWgIY4QEDnj+rre9~%VvKA#`Bz|!slG@=?^6z;PEN>CoNK6=%<})JfnBduvgf$
z1C1@U2jP!y>=bp?yAv*ikz<E{jtcPINxK|j^Tt`I;1^je<s<z&4JFU$hx{?f2_+Lx
zzPUM5e%W-ozjG3gaJz1iX4$v_e>)|W!O8-L>68n66$&2UD|Kd$i}8QO9$*VbAJ4OF
zG+_Y)<yq>hesMmJoMAzND^eRI2^C6`=><*sIW)h-zm)&1|9io}kAad<C9$@4F<%p6
z7nF{eWKUSz;7tSIn3=j@*ouirdnv+b;CW`u@oj-3*h!Wu){~kwXS%ZKA}Qk8cz_}2
zqwmvG%8T9e&4(+4Cn<kxx_zN+^f&kB^un4tYBN)N-gV!pjc@sam+Skt4JDcI8D<U@
zUmFr??C3)@s2wUc-@NT|=vA?@auIp?wrlQ>I&;XzfMm_V51&u3!RCtv(*dV<T1=?n
z(RlN8K|gf!6yeiC3OCDa`NTvO{k5I0!;ELm-Sd!V^H+<s$d`XN8S~ju06e%>rO5fh
zEc~xqNMnHR+M&A(lsTU?X6~esL41s#&rTBH;pjMsr&+J*M#^?M*LY8uh;{BZX6M0y
zeNC5%xo>oI<p&`C$`8~*qkC85*^iPDvff{~p52O((^VX$#tSp2{_^ak^A8v<Cw0WH
zrrWX%xZhR&7!7|P*TtoqP>5qkohO4+<hkKL<sI1BbQVwQIea2Bz!=BYHNNDdvNhd7
zRT;<u^EfXd`g-Tc97!EP%p2<`<;wxMirGzeH_u(s4b}RhFfrB}SV4cN2lwFa3E+_J
z1`+V;8V~OZpF^4HN*>{o=|B>IOQIyvj5>e_?y|YnGv9xK@FIB3n&fe2)9D5n*2%@Y
z694>_sRU|s0`v9yfbYyqoTOv(v*`VVyb(Th^r-{;s9eXnKh*K%fxo`5@ho)G8horP
zmq_#DnFBf)>s&wHs(Ji?PD;Bt%(<cKv@r92cBR`@0^-<I5YON9&hS!n<(6I0wJ`AX
z?)l*U*-=|azHRA1?2qJWSt8^~;stD!P}Cn?9a-GMQH%RgZQX7k#+xH3mUi?XJXmyb
zW>@P@ZpM%|a2Gz8NAv#w)!S$P1y0hDfC^=9WOH<KWnpa!Wo~3|VrmL9GBlSkQ3NIs
zIWaH_FHB`_XLM*FGB-Fhmr?TrD1XJ9TXWM$7RTTHDf(@pwrF>szHd=eMG^wcl7Wr0
z13MHC!V!sQ96Kw^6zr$p|7l5fU`Wgi8o7#;b!oMJI=4QjyV1r7CA6{l3xYHW3J%9k
zSR8BPg|jK&^NHI<5e?dCBa#m|$33mI&=xnz_>s1nTk{n>?v%%Y5!$<m1An|EYBaQX
zL-Ks!(G{+cwt|Q+TR@nAUTqZQa9QK^<h>c8GeMD|oEDVOP&*PvMZC)yVMya~XN56n
zsGSqWM!eK{VLb7zAWZPwI0_RJ-%7$N6Gj>+R`X}$wl&1OB&_AH@J3j#z~im3f$8uX
zbnN+?gi{1U4<T_w4T(5PXn!1W%NjS*Xy;r2YQ(Le(P2!&Meu5f(<NNiNei!ug$f}P
zpmZYPO+wGf2=5F&2PfVGN+&0LNa#6vXe8eXA}G%ijUo^W90b8Is!}4@XmFqfJ{^Ko
zBtmd}#fuPuNy><j@D+pyqDpB*5MSi4g!rLs)(+$xjo||$qJw-0a(|BaLL4|8M84(u
z0R2F`(dVa<h><l6sp3_7M3%3hAsIfvrx0$(1Y;vmCbllZM<xq%BnUJ)NR%M?6aY^6
z$Q0R1A@Gy}UxE0PR$)XeNGOA^L9@^*_W)5U2jx+KoRnvguufHAPCTzwB7g?NM$BAz
zN^1?X$xfgRYb8LUFn?4vBGw~}hM&bdbRcfW4iEuEkv%{u%SMVLwts?vp;_E%+=Dg1
zmO}<YqQo~1)R#?$tfkSzhokY?r|VLTA1xNkdNiJ_-_`m2`E2pqXne4&&dchJg3GG6
z<EP_i<3pTioQ%e&<+K)WOj43f-9?hn5bWAW_EeXg49=n5BY*Mmp%_oZ_{s8YDaJ?Q
z-gH)%vZyYWtM~WC4?m3X@B2Y)AjuZpfjA<WV6;0yetvLP71Q7PBZ*3~TAWYPuzGZq
z76#8?aDxFsh?In#Z$PY-9^rC$5X4G}sMCQU_Tks>1}PS^t76_WjMYg7y%meKMskeV
z6HSVeUB08)n1AgqnuCLrlm2biWoO~>QAW)gi_*I=6a{H7Il^r)EU<V08yF)b$yr2)
zVPLPGGm~8y@21y9k6r^q#mKV7urLj6hsNN*>g?7wEF!)|>a<%a#iw#LD;AHoep6O`
zdJYGbt$3WqFZ=PHxiFkdPWPP69*jIQ%0xPIY87wi%6}y2W4Tz>)p}abmWv*3+CW;!
zkTz5-HJ|oOWt5fy$zn&fiGI7Nu6{c&`;UH<EeAQXmrAp&v~+GT3Vv<WeuF_;Nl#&D
z41;_{nJtEK7z@HTU`%FLvw2a?>Q5(Sv07K<sz)dogb!O4p=6UbS3P@#veZUo{bO(@
z-S-BJ#+lf*ZBK05w#|v}IGNbV#I|kQwr!hle$T(oskhFl>MvcjyFc~bYxTM`gl=Wr
z*`A}OJ_u0#UMjDjc3=Wwu_{TF5?0J{Nul28`K6}Sot{@^w#=&p#(-i~6%7I&4;vRU
zB=DC4kAj{qMD)zoLuMt|vGGHJ?~)~@mR+JTDHM(p%AFA#msD$Xu~~VQ!+lAFy#J`r
z%!zyW_I`EH)Mw3@lu2-iCuuIgJ!)hx1kx~cHXPvY6sigwx{C-&AKW0e4bMz>bhwwN
z(j{LF9IzgXDAJE2=|xB+CV*_7eq#8`7(xE8s7hqk6YCRZl5C@KpF3v7Is?kT)KL8M
z`e=78C9#)QINT3Qfo}F2oUGRMSU;IppV$>d6A2IEB(!?0=zozNt(ga(Hm;+rod}~#
zCRl(l9(MAP0Z*(3ym%2|JoH_=z&)yIjtkIWT&E^dT2mjwZrQo~E>qUa>(pE?{mHjX
z^mz};H3yB*6AXx*nO74M1dN-{l5@jm52jugNT`1Bg3q?ju54YxSi(C!XCiV}04uuh
zL;|dwWThr&35N1WKS|!Ex}lmWJ!IjzA~}Eu`kseFZ(T;$n6mFg#{ZaaL!Ul@frLNA
zL{Ce~Lu<_Q1(5-}H`JxW*nr2QP$tF^&P{O5p2?^W6ANNkg1o$_|D^9+F4CNV0tL+r
zp$dBpid?>WrDH9Wcw)u@GpNB&z4JGG0eA-@Gf!wB*G-<{c-#(G1J1t0vjq;=`UpT&
zzu$nhj4=};WJfi`f*tXKeXDg75wh5P?eVlq@J`7z6xfH*6c;y;W)~B#8nVvoZY+1=
z{GdnaHrnPy*U?vRYFvKo@!wKDta#;oFJ^ErIfa;)-)Jjyb%z@xl5l2YyP@Y&>|e1X
z*X`tf>cq2IgsEPXx7ou*%fD?#I4b~;*O_<!j^<1PiP!aBWM{b|q6E}S4i?<rB}R5i
zN9v*K@B4@_DX^?N38UJq>FuV;ffolZeYJ#hBQ5B8c7W!Bt0tYuR!+eEFu^%RLR-mf
zz+KYpi+gJc%TO(ZmIZxG3=y}`jkTP_?Si^jpBh>lH!h0MNtVC3k<2j)V-!GNZTz$#
z2(!o0g?7mNa9FG3Q>Tt0BEkvmPE?ov3~g>{gK7LH&`5pWDXE#`K$_z4wSrT_7gckw
z18j;5(C{nv^zs*;URCuL)H<uLrpifd^Vq@tRc5`X-Vq+AY`&F8S5~s>R(M=Bu9~SL
zLwN_8u@^Ab3etGwvpFl}_&s2nKIffd-#j!Fa<GhNc#$@?nS(DO*t_3%s?2qi!$8=b
z*xJDRZeKnI;p_9c`0ztmbGk@0|6jfnTcz1DoH9-NaK!1IcT-Cb%ix2HhbnCwjk}pz
z<yrrDo{$(DHb27}3WnIedj0*I6SytsvHhp=rsC3kr}Aw9brpm8d=kLDwyJvh@pG29
zL!~1%Y`Mm`H0ohb|2(hkn<8hwVmM~w1Qj6uO*rV46e*M$M!bVj_!R<p?v5RQLP?kZ
zDs7?erjGV-tPR*?uY|873xk9bd+xcjL(=P>597WmH+N;qmL;I0&#?vP(3V}r++lSn
zs^jwTQ-M6AtIAI1fdr5TgoKg1dOX%k#BQ8F)sf8W_)_Ny%M;MoVJcc#r3&8Ga?Q(?
zLY%v^GkAPQo?U=Q@<+MP&krTpt{jea+ZTy4N{XQ-f3|&?>wUF;+xuYYMGIhmz<-;k
z06zCNt8rgj?#<QRsfVtiA!onnaYf!pc6)r-a9M#fef*oHm;i*!6O+}p0NwZV_3a}P
zj~Eqa{PpdH4~WIDv!~`uj)u>s-Gt$xqvp$IH2g;7L*fDt`E`BakHU;E8!9VCT<YQT
z@yQTkIV+Dv9Pl%`KxcIX<?KgBX3MSL#_nFfj-lOoV`k~6CAa<>zV!=Kg?L9<^XXY1
zUxrGOZ-rO{umWzcR)N=xSz}ud3w`zILtx@VRosgZf?Kg{;sbJEQ($iWlxS|%#840L
zOS{B}2(AWhe9*Cx#t3`IV?{WQxIN0I;n*2wCS9F|hTcgs<H)Bg$+AO?X7nV-X)y7?
z%o92s-3%g46wgoLAZ$?F-rz8g!IwF6r?DY#_aJ`B+XCXZAj3rC0>ftGZmziT3Eko!
zbPpU#erf;J$U2T><rLRGN=?<L;p|E$g@vW~@Mk{eo=l|J%G?qX5MMg)&e)4EkPFKS
z`9sNV5pq0R@jwZnB1+q;yRZGYZnFqk;VbrlnnI3Mi9O<+T8D3x=|D?o9Gk`C9*s82
zb|&@k$_8vHxkr-sD-#aFKS78}RYYx~cGF`VQa}DK4&%7X`b-|UA?(IL29=I#AlrpX
z_|V66i^G-sdOZ_K|9a+eBi+mz<`?b@R%YE+(f3)3O!0)WzbwQOs*&L_wlTOU!ML)S
zxc$rVoZ~dec-|ECjnFNGE&u=SkyA3oK_Eex*!~Abp@ML7{nr$yOyGlXp~<?sx^9a8
ztxsohd`eO0*Xi=S-zrPNCIFFu$zf1UTL*EY7(h2nu_XW@0I)N-<SDiGJRWr-JL3jR
zh_YY3^L~tsnVd}R+CPr&8nZNPl2mWc-Z8dR?FP3E7fVrR*_G#>ZT2LDu6sJ41H@m}
z-aXGf^(?DBmp4(qE{&!qkF#F$A2MX<WVB>HUS&0Qd+WGTbGh#XfE9fq)RSRAYDyE2
zE`*ByJ<*ou1J(=MV$E47R}?&Z$ljIW(rbt$f$#$eMxb7xbP{STtDINVikA{mYR1M)
z5Ns^%3^HJLqzpW!8Qwwb5cO4kO@(#N-j*5Z?hc-6s?!)9`-k>h|KJ6xckC4Q-R>#;
zU_A4|ZB=%!#KgFZbuzL{__xeMK|FM0K(Sf+m~;vHfGOvk(B}2FBD{}~q~e`YKcwP@
zG3Cs3vf^YV3fB7^ThEy~#Q=lXGbT5`xuU{4{|<;z%6NO@lqwTyDLg{akG6Z6=sWP|
zCg+Z48Ba^SM<y+&1Z?iQGvml#m{u%fuh~2jtw3?5Nt!^d(Y7Xr1otw$Bl0JL$=IWw
zJGom!0Jrg;ppleIwX6-e0X3$asVoPBj`?g}dX{x05oQL#DCzTHiNQ(HDl~~ruqU=K
z28~ln7Sav9s-kit$#|v?W>6sz!kk1+_>4gDp%@;XuA@QnAvn4@@5H3^RMtJZ7#$#-
zoI=Tvbt?m;ia^S#q@x+w#l<NPTNdz>C#BU9fH#hVu|;-d6X|L=DUJ#^jp&^*I6GC5
zg`Z7ZqOnm<zEO=5Gu3!2=8j}+f#=EQRD$a5+?`6p!vUBH|5_W?j2w13O3GG2b^f!O
zl*84Tsrig_f<^$(RL)*ng>r8AvGpB*7|gUZz+s?Ahpv=<r`a^i{9;<F22-Fh-c9lm
zpkqnTqXA*ntDtx~r3|Bi_94SS$|HtnQAYXj9l`TRd$%>Dfv_9&FBnDW4y%uHUs0#o
z^+#^$vv*>l6P|+08-t5i(95{M7eFHqH-p*V$Vy8U6cMJ7SwqK|cvu33@QAqR!I)f=
zKC%+Bk^r3x!(E@LRZh}`a>X!C{)OKPXuli$Q>^}HStQ1OUM9+mXXE$X^~ps9vE#*g
zK5nf8p6RU&OnhcdfJd4n3xc4zqWrW=gJT4+I*r(MeT;%aKnSWLv|2c+2vhM+dI?-0
ztZ;MyaSWq!8k0ck1XFgO7cHi$Gr78tyy9t572}vP>S6Eizr@0<9~J3Q-$Z&a05Q{x
ztwd_2q|-3KeA7*@=Wd{(?R^13*{3e69cVKlMJ54p6O?<^IJop-t)K9;CU!tzv%L=`
zqsW!Cpk2uw_>=J&!J_Z2$U7RTGV=i3Y`J<u$e@I$=a#%9j~M;bJDs>JQ)0ZXF6?pq
z{9t1Ahax^yY-0=|Pu`x!3O1q-AbeO|=}6fKMRJ|N#8RM1@L!^ABSx+M6w&pNcku$@
zMeM)a24i4@oyI4DK*aLhIfrw1%i}bhMEijDqvCRQ4K9t!Xnw5U-uk53`FZ861tn75
zloWbdY|@v^6hk$zRQ?yyRF)e<k3Nfw?Ze<v*iD^4iyQB&uIslsYnMyr0Ey14H0H@e
zYW7bcXoS1O2GBKQY$e&k%O=z{%eC9M?Thnt?P(WK$6MRr1h0>MOapCU&s^PO>;a}5
z;uSwT_x&_F`B_ed4Q<RwuiNG3NCr{>7+OgT`Ao3iugVVs9iRi&L7_74Kg+FKwKk7@
zMGS0<0_c(XUW^{e7uq~D0B6JN0EImq=wu@EYH|Ss3{`T6)=px<uLE{`{7Hw+n--(g
z(h<Likv0z1V`>Baxb%a-ZzAw}AfFQihtHUf6@sgdq6fQk06?0#pA5B@XS#}PM>g1%
z-i2gt-B}V1!FvM1?|u*%5g*3!p~x8rk#GY&<yNM{(|N^TI1lPC0N4YP+CFhq|8ES!
zfcTMF=xd6Sq|c;#QMP+s%T+TU)G54KhA;n^0$7X3@Hmc(6X!`NcG6%8tfYv)D_$LJ
zm6<vme%dt_gf)bs-1^P*aKbFZ5yg0tEWKbOE@jDmVhiCT%id+(S8jMK^h|?Y9z?TD
zqpm7{GBLa`iP$+GK-o}ajN^pkBGcMkB&jywPRCbpCmhbSma*4ED46X>1rA@fug|7k
z)w9c`_1*FKZo{~@1|r||H5h4F;J}4R-Cm~AS^h429MWcfs~k_4sb*wXc`C{il2DgA
zoIUKWDr1^s6{y5>6?)urNzODh_+#19!5x}Y%Ab>UX~6jcFjWE`G?f{wwqo7^-6xe*
zzWZyR&sH_>VN9wD1r?#o3~Aj=yS?OzYcgrb?(sW=s8!`pAy#sNIfHH>7GOF7l$Yf<
z+f;wyt<~YI>!JlnNuKO`XdAIyneT1j<LeDtKd5+GDmzQm0Z9#t02(H>(vH^R#?7OF
zWgmBbMs&0+0ECAY8zX^E1<@bj^QE1FcDS*Y6*{34$4>LP`Le3hV?bdbpD1fz%|zLu
zkN|#N96zr^9R5IcihH_^mr%O#t`M!!1*OGTl>8J$DuVkt*v7M#lTj_~)8CmS{#nBG
zeEB@Yw9<+_%zr|m#>THCbbo2f5$NHQYfJl?Q>i8x@K91-4Zi^_h`3afbeYx)+Cdt)
z3g!u<e5ckTB%40mZs6+hSA@Xe1DsRAY}?8|B}-Ge8uIkdWSHx<BklE8BvlyI$088t
z{p@YfAG#u4!3ae)sW|WL=g=EtXbO^)5y(B_Mj16JzjMI=qYw!J>R6vy3v(wK58>4~
zZk_`iKq+7KP^`a%VVVkO`%FGniT3Yz_N*S^_?!q;jy=g#m8pn4kbf~QxICuXbyF5M
zD;0|cQ;aQtZ8c3S4et`Tg}R7_=|0IC>-Wm}$%f6rpOCUqb-#TaD6eacLM1C_^ed3o
zwo@wcDxb<d{9d1=E$8DV_wbrX8oz9G&($fc0G}y{GH0=D!{ra6T4m<yr}cM#5>NSu
z>9>0hkKOdBoNifxI$Uq-q{rl#uhJO`7TA-Os=-!@%5;w0mVd|>)C8urM^T?&*+$J3
zF25g*?TxfCO6kdeE&EC0;XeM3n4#ThXvgD5VQy?0n4Bke2hC;?qOTfry>>WcymyLJ
z{4o>ugSs4T^^liDrEkA5&9cg0CUdW+>@}C7^8~qbZ?=SZbhT+0HGK1EFEzh%lj<Q!
zED`14-SQeiMa#I~u)pIfiZ{5WRr41sF>k!)H+G%Iw_Ge!krjpGay?GzQ!UcuqS?_|
z5hB0dP*`lw67^3Ih}~+BX4y|e>D{0R007<1)^6;IqvjC%$!7TQ!Q^*${(evDN!GWK
zS^wlc2;I3Q)VtL8(nPahU&;nk2!c>N+KM2R^*$;-cC=kk#)#z}ozKF?Tcp%coyJj#
z^!`Wj+BiiKFTe%bEZaatV^dbVb#fYQQyZ&AXC^=hv?i0}Q<^7a9^s7~Kf*-E20&ym
z^U5tVce2ZTT>E{ziZRNNCEVo$@wzH`mr`)8yZE4(#&+U%i=510>moNe_nO=dmAkX%
z>f6x@Vh<A%p_m-F?tx@#y&Wsrm;*}_D$et|U=YTP#@(kurEdb9i0G^YmNzR?ibxl%
zb@8!ZB??_xI_g^x!(+Yf8=ay&2tX}TI5Hm^V=~%m>L5`KvjFZ}65fU+wwCv22-&M?
z1NFgEw$Ksucn-E+k-@$(Av_w1mMJLnn-SPQw%MY!ZqO7W1#GGM$VZM=PDdE*C`*r&
zH2HL(!?%#K6ZW33``v?jTuh)u=4ZiC`__ZG-S?`S+{zwbSwH(3zc>7j07Rq<U<x_I
z##Y|FVUvI(2oB=93!QatzVbd@sz7E@=e$7h>+LI+=wa16$O#n~DQ#x&w}vvhxs`^&
z&An~~BlP+SYtdJJxs)h*xVc1|v-yq=kJ8IEf4J&PR5j~}h>Hi?`#^V-<EXGt4p`Qa
zC6|aBcHE<tosknRNb~ts0y40nfi8tS?*|Y;w?-=<ssRI0<li~<@3d`@1f0($;yMiY
zIv&E@&s~^EFY>d#Ia<*77JAhN5D6}gTU6!-DMI}-QwioO-Ar~sk3SZLUHUtX)unDR
z=Rxt-+~;E`^i%l?mEybt7wt`VC&Qc98kMJVnE3IQ*;$%g$6Tb}0O$a#U4Gw}SM3=~
z(*#|gMb%A`tzLBjd4=S!^3{|mXwaZJt;1UZD`gElo4|*q-MbD}C^aVkX2tOk)UXDH
zEf5_iMXlPL`y2hNJJWVqK|XfqGcp?_QH0`t*1^C}f21lcq6W2F<BNr!)beVsp=8d^
zkcqs<L+mQ$owFnaKv(1(Fr@mL?sCE=GsL7(XSLf$vXpv@;r_9*BNUB}k{?=!0TK-%
zAx8O?jC><KL0o+P=(xd-;lV09jJh;5v>6thD$b6_`c)HtJV9qax1P}u;hZhJFkYHr
zON#|&ho(ChaS=8-be7tDO9at`O70o_AJAJA^y=9C7@n#$z)VL!6lcJ@C+0kZO~dL0
z3~UDiNML_5TVviGVO0(l?z#u#^`Fa`?!g>x>8}1UK6)iVOnrD05DO{;3f0WRm_3!F
z5i96apH680NNbPL{US28Wt%0vk=jlHF@Nh8ohA4coq8X9p<#$&auoM4jk=k2SOUHZ
z_&&+Us;fY6z_ryCy`}qNfVw$SFUN;1_+JO0R{mjF!#_9kIluI{A*veNa^yCJtY4&g
z4#x+rHsPMrmH7SIeNGnJAafRIR+n@K<Xm*|+#akAKjF-GwLk+M4mQamau2^!Zq&on
zuGvr?@wmUB{$&mfLUgRUsC6^Nci#4bE#}OgIaA0P0Db{atR%35gSPX5zay5$UkkM0
zz=wP45lQ+To5$P#8Lkf}*r+~W;^1BUAa)p|=$kDgk6OX@y+5FLKtdSQ7w==uH~PI+
z#K`M{7W#uy<}hqKWlw}gajq=kWz)5o_`PN6i*^Dvbv-P+d3NClL`Kjv(A(T7VdGD~
zh2G>j0~Qg(4jGso9Pmo`MRVzt3Wrc1_76k<TxZJ?Iko(`QsDybl^YVmKa##(sBN)8
zm4GGfk*^M)9hYl8f}r86Rut_u29a+4+$4zLFS0ijdI2sX3^ulpGoy+w6`|F@0-az|
z^0)&q@#}THF)*2yqx`>rp?_$hDLLXGV3^Eogp7p$qlohG{C|NaCbs_%(A21LZvVq0
z|IX^}8{w1Dqf0^+<qa^^Xk!=UfThC*#hF3Fq?`SVt@-e9694(wzOUGnMD5CG5C+_J
zHMq~~3!Sbzy>jt58gV#!FP$~P3B#OxyXwR%{Yo1r84Jawjb4wS$MfCt@%mZ_i}1H4
z3<L_9R&=?fm7r*gBJ)oX6~NVt{W+iVPNlN!y{V%5xC^mwJ=G)CJ^NUol%s8^Ha|hg
z6}mBl(Hy;GKlIFd?idEEz)?nP`<wCEl(Mr-hpnvjJ5bVX%}(C%fD+~aNS!d>MrMl%
zd)iXL_U7txF@5_U9=zwQ@T?&TjhWs%`86Puz6~%X5AbYk=!>Ch0pN^IE2`CnVIY6y
z1#5&Ee>^LH1O~as@f@TWKY0%5oxZiT3u65d$73<V-FTSzH*3G<8|akQMZe5hS}EZ5
zh6l&QT|{EP7MGm8rLU>azs`O%?_qj&F2%*2by~L8bllz9C6zzlS!Tb{iF>N<(x|Ih
zA--0XY_F%6*HvD529Q$iWHH@rY>BHLYpc=IG9bJK$FveZjvP!Rc92DvG|T7E;IJ~@
zC+FCeuvAVT`dy`G(}3L#Z!Ro==dl38x2Mfc-7Wg>DS9}=w^tXUzCRIUPXR*5fw;>d
z`5&5DZ94b!VUpE4=p;%Ax%T-u6^j~;^B*$=P6T4CD0z-TWk84GpX8D3ynu{7=C~{e
zW9Gt>Exa)*V)Ns=4T~RVW?9Q{7A@};3U1q)o5)(0UL7DAyioH10O@oz%n9hUUh=X}
zzO6@K8bq;;8#j(wcg6&tz-eTMgUa_s(ajo;HuJaLvD@lq&m@m*gso{?tLdP5AJUjZ
zwCH1UGA2v%41f>+&apZtA5E(B&v28=c@bOVK8%I;?l0(0H6L)QolwmKG}HCc-^=}V
z_Jm0?wkZZR2}Kd5kV<SPF(SW&uz%Gdv+XJQdtH!nq}y&=iWh2Ox2JD9>Y`+G*Z$*p
zP6+d`Z*HkBJM)ES59ErI;c2AE|2L_W;e;BZccP;CLsfWVR#8z*Bt=O>9UoeA3>?^-
zIO1(tX5+-_Pm($zp<ARQ^>63rh)U=7@0r~nZ^&HTQ9G-A$L6>R+6Z(x_h(R7-4b5R
zkA}usVhJrOz=TD~vVVM>ah!GcC)x?DY^%ThX)UWtvHE$nGoN)OGt)+zlX0Ck-YQ%Z
z$7(B176F#EgE#^cr^GA&kRh4nMiTX9^Wmh(Z{ft?Nz0?67|rzL{eX*~JUKPBITlfw
zQ5qx1S;I7#caTo@+J8SXa*+ri^59WsIw^CDK8d-_S-A73A$XZJ3Uk>RUxt<P?LACO
z-WyR`uENvvT4|?3)P_OU*-ILoCN?b8mxzVaLIZ*#hhs8utg|h{>xOpnAIOG(k~)ek
z8>AJKe`J)jI2y=Azbs9iktk;3E@_g$`3eYnKR`I(>p(`wu=||zDYX;{S`o=qE3w9+
zqSz>wLxxmh-9kXZ@~{Ko>vm@;<nw-lHj6vl&EEg!Up%`f=3!KOZ(iS=1eMXkl5Rtd
zOajcMuBde5`(51_FgY!aDRG7@35|BsL^z@FyPxsgF?-O>VVZX2gQCCV+G~&ilsSt4
zE){RTI3!Hz?05KhMvKH^NR89-fz>Q`Y=uHBg~}nsmxrN;Nktt5JaFP}Jbj=@to(Wi
z2dQ%%;%uOfkRGQM2Y)`T3t<DWhY>%)9l&=`bBML`6WLxo0&ohPI2Uk>NCqxp6%{i^
z80{}n^7+UJ!_072nS@~=%-I@PEycFuQ9`PMuwwTvkdcCE&W|U=30uxmOz9hEL|RxR
zJu_rJ<<V7;aLcm{x&TC}RFetqDc}Y|IS??1b-s`-Owy9~F&(WNqCYVK^P|KJ;DD0|
zF*aW%KJSrm&fk=Gl#2E>Zwi21YQ4lYOJ%w4QtD1fh?d}6WZ;z(>=m(#l%33rA9n-W
z&!R28nJZ|FXOdbCc$z<hpp;=i)Zm!PDL54m3Ie&+3JnF8J$Wu4;gFR`c$p#x9C4(9
z+ZPK8ao{6|Zf%)=L)f(h8egtKp?+WA@59f)FMukVW7F`ub%IRe&row<Tk%<}*3|nN
zXz+aIAdQ1qpva%EjeZFtIDRm8X=Q!Du<h&Aro@SZpkT5v{r^`NE><qW|D!QPscFaL
zv!nV>R|}j8OTysW7{k)Ys;bSGx@E7C+uIiY9w2S-E8e+~`SOWjFcC`LELAXarr&OT
z$uN%JK_u;+E`MHM+$13ZmQ#pB{VBV^MBv0!P@MZEIkYQRf!qB*?%xl2y2FWc3X5j4
z{ZZ&`Sgy*lkx^xjX$QOaX*U1`Sf|h9r~OTmBbJu{!YQX3JO9==O|q>_hRPk1E{MPL
zsE|x#l#`|Xua}{&6Te`xwF<u_G?a{9hS5KYFQGxDkb%GqDXGH!(7~l7&{a0iw$ViX
znX2u$nqwuX!D3NKz^hSJEHGa4xv;t`l<V*Q%jgJ`SKFguVV^yvo#g}^hbiIDMCL~p
z&_@p+IRp$0vKAA0G$;N<*+t5|uCspTCeeR-A|^?G^Iy43U5v;Z;T~?yx`hCq9$aA=
zoG?|df01eN!2Y7_4?}0)O*A&wcmVpRg#P8u#9d{K%lC^8SD2<5U-ev+w|^|NO%B#v
z9Mhx_f<d{w*S0{IH?0`}8-STJvy@|=sJ#-_>sXb?Zgq4+_WP&zV!?Hj-F6A_IqN{!
z;Shm}8%!lWI&Vi|s5Sy~s!sp;TvccWa%KG!GJ?D)|IFebMAFRtU6aAAVg$;Txf~b7
zEg*^Jn{={=M)pVPVel$0bE~<#vDdVeFUeF}?91hv)35ra;iL-yLyZpDkw&v2f{gtN
zw#uc-)BHW^b3Pl~-0j@uaYh)NOwY~43SyMePFfhO{AY2$+-WN=RxUmd7USN{+i|>8
zo7$O^XKZH|DI446cld+Y^GB;4dM#yeXjkF-w2SsC!NV+2M@M0adAI_)n6x&X^y`+F
z^VyKHxqE-9y;VKnR6n@OSvtAH6fWerD@$|3hM$KAyJZpuR(<v>FHJ8dMBy^c*WNg6
z3WB37WVUMS)*`o}cb(W&vL&=g<dN{VWgP0iRa{TD6^*x&1f#6qHpZ#G`Voa0fot)s
zIqXBtiQTPA*qdAMAl!4GVRd3#K8wNAyfvlPxwe~y4*Gk564Ga~SA8Tp*DcxHlr5%4
zXIY!)F9{zMeefoO33J(LVtegJ8?h#j^;bT`E|ZU*ZsxX`Ck{P6f<qUa?Fpm+#{GGB
z%3EY~voMMj#r@-BI>cT|iWDx;#v3w1Ct#;#on1bPa1*H%BDyJ_mLTM;X|b(6NU><<
zF?|aBBGF&JjXC;Ry#a1FUYZfg<&$V}1-X2l;%0w>Z%5?Z##?m|%%1*4Yfy3X?jBir
zVrJ~`9YPThd;^;;NVNX9yFr+lQhI5?<Wp3*KxluYLH=AIw!m!v(-fh@v#|ecd?f}I
z6=p&f7LI0=-yn}5z|8-thd@}_{!d?&0>KM{0nFLlE)J4|`1Ab#)JG{eydY4`?iwK9
zzy7-iW8!4vNQnzaq5^1W|Fok2J1iJ$LPyi{!!b6YO*A&D`kPV=*=j=VdN4Jk8_$d+
z9_BvYGy9!MrK9HxF7ZQqh(z(TxJU1qG&bl124gVJCkG=qi1osH<O5Y`+1o{l(H$}0
zOQA8+FZVK2Xumf;KK5iOhed=e`N80$`<l!=s8Fu2dFo}g0SBAohlNXPER9sx?Rj0g
zdens-Wtw9v@8(d69!bk9T4}4;)(T^yJyx0LE|PcjswWhRB1%8OGm9eyC3k3U%F|cQ
z_|_FvwK!gEQoL%ES3{-$nt!rZ!=Bjf%Qo`1Vw@y9Y-cr<&AI5<@S?Vet~+#~V@BWp
z`UeZPnmAkA0X%BBV~M%64c2fcA?JG)_!p=&Q`r`GE#f4|=W2(RYKP?hR8Y@v&5J8u
zr!_G*Sy*8UWWOOoD%_;0gA8ItbaOWKuB<XkdC!!^TotjcdgY}<h?4sj<Yir0@BPZ!
z;FxNob5}0Pd6pzl%V$Fy55?>PDx7i4iTYrjQ^vrQ0>oadtQPfkJ-H44CSlo(+=U-b
zwtz1>&u}*EV_!HTfKOy*l;7>082@vmp@mJB!X-^+(tb0KScgv=+)~oB%y^Qh)CDpf
zBDiClT>8|*FHP3*yjfmE>pW*Wq}wCXmx6eqrXpCrGA^Z%+*ZH)D~Vy=0Xd3-v~Z7>
zaio0`0bsjz+hptkkv=d^2#|-}guQ~xsI$PWaG$1e6IiCDy6;`r&TH$9@yaWa;eFc^
zv2QO5**x5%Z3yWX%@}N@r&e}LtWGV`64P^L!KK0D<VjBJB$w9%t*ao)mr-N^<+fOv
z5m0AGmoNOa_wYGdq;6d9s4I+1w5pYCENQ^{2mr$aX3=)5V4fjE@?hqof)%beluINS
zn5Uc`M4u7_Pd7o;HaNM%4xU(hTD#;aaDD<_?V@UCWzHbt<lz#=)vqh!(t^(n^Qm-?
zxO<FE=;5^?A~M`>Y#NC!w0uqfQ+T7rh(A{`#G)pG>u>>sVNZ(B6$A10tB>&6-bYWk
z9e_Uc?u@lGm3=khGTe~g62)p1r+g_6?Psy846i>8?#Uj4DD)_bgBDXziXkVSfluJb
zxOO!3WR7dwlTwk8s*_pzMAE{-K(>)-DU;{>4nM_!<*Bde?0}Q_c8=D#g!f)Wqc`P|
zbA0QcMq|Ys`A=sw$&bHP>16o!%%Sb&3$VNAP^fN2c8s1KQAJTc-qF?QWpcY)8thhA
z!`wpXz*HP(ubFKOjsteQW~_TrqnsVqmHRV%h+kSYYEPH&Zht*}#4&k(0$QI;>}D6W
z<;ESc3->&?(by!}R$X$dG96TR4iMN>2?f?Qxbk$Zz~(|)TdHZ#ge#}!P~L_z2Z(&X
zOY|%m)lHdl-MO&y9flnjrhhEBD919SvfO-A!TlIq#@2jmb_IVIubUUGw=!A39=;AW
zm!7v{zX&4xvhFV-usL+m03#c;qpMrjYK@mSdJjRYHLzUBEf1vLJ}y35`84`Qr?X#f
z_ym!egOC-I?^&}qx8{xyK5{9y0C@f>TMl8uOR<+_4^3PQ>?$yA?TQBLb94av`vbvv
zsp3<mh_`KDI)g|eT<HLlNv>_@F4r$tF!TdY8C0@DdIm8B>{9FT51EzBAl3o9&AaFh
z`wSk7xh>R5C#l>o3PEGk$z^Nal`1C@s+<{G<^?x*Q7FP1<N98nla|W8093uIM0~>n
zylfX6<N_S~>CoOxB~^4DLE@3RA`e-ypwvQ2)zK6-YXvxVpj9}G`DD!NhFYsFn?>Os
zVTBy9&gVhEo>xd>C!`@XA}hGbH&`;uSs*Q7LHFz2%wXUIxD0bDJpa20s8)fAAa;*;
zOa>wNhBS+OiSwofKmjA3V7;sOlsn^jQ<{0Xk$9a$oCQ_CO3Q&u0|{o5=uod=S6mTR
zM!~Ew(@_M%8VRJCxM<97-!z%t5v$LU^wdc@qOplG9LgSNbbUZvmSH#BKhOzsfe_cO
zj2(P}mQ*p}(tmq{4FOyIIz;3`W@ZrRf5I4Td4bFVzwfe!u?F0y@nwkT@HU{<gIt)4
zxBPHH2jRRjZDaoNHt}4~{ToV8&f0fKTAw!r=<Kkz1`+&n7{G%k;zMn@DXOi0K>dOn
z9tsC>RA1p8jLEhWld<%^LuBHCcM57$&vSLP-#j%u4m!Qha30O$@JzjqFE4H9;a&@v
zOWO{hT!#roy#)~E@`Dm{`o7ZL$~t-#oF9VppiDqSJV$grj}Pu;dSR#}a7c0d8lK$R
z)hgEg^W=LHPj;;6TkSG0Dy^%~QUtSrcQW_x1I0~UEGbkb=jenVNrZX~Db@^p5t-v*
zfeqyc=(pXc?lZ?#D}PNNAD;TVh)aU>P8_%YU`Eg)GbeNMN%$%v^XbMy14Zq}$Rj+P
z!Dh-rs^R?f@MmXWP+fCawVX<ww=0XAaC*~}HD3_(r4|!cX+fi0VPVWG{!Ct}*dDN=
z^8usoeJl50{l;MbUy=U*o&7L#rYPKlQUNN}rS13svk*8@Ffh$Ads!d}&0Doqc6nZ?
z^2eV8GBp`gBazmW+_L%dG3P8WCc7|$K?NpulJI4@cf@CvZ-SEd)$Gt^n4*u80W&9K
z5UuNyEuj6kz&t8DC1o1_NZu;-1J&f#Upf^gO1*1;oIUKD6q{wFQPX-~*cTT9Xy-x;
zCzQDt#?K$$>!stScce$1l>OWwb@sBrpO1pBr_Y1^faOJq3k=AaIt;|nBpda;wHQf)
z#x~zZXXp-f+W)GVB4&NIEsx57?s2@pya0QPo|L1w4~JzjDTRq(kU6t7yw<Ja_p~OB
zhO1-_XH0<Y2gCDqSzmH4?K>3$q%*gkK;cz>!@0GB)O}TzmlEJhw$vsR`pAlJTdL2`
zbymi%bGJWsSh4M^TC`N<PjPvIu928wPcml(li0LU7y3)vq{E#y_0P1wKQ!5&Rb^*9
zfnBB7%UI<oFy%`JShVT#vL;-XVb3%yoen|;DKX>yVJ-aUEJqcm_Q|*a*zaU%y=Iqf
zeq3Mo^<;VDl_2?R+w9T0wd#Yn6q*K+Zq{K>XXQNrXykXpR0MtNJ%(?P700A*M8gbD
zZipEd0_Lt27`z{2R5fw=0_jN3K+b8pY{=&_gY|uW1pCTQz$s7(cR7xHzlbCmjnb}8
zA+F?(XMKNf+UkcrKxy*>^p#SKlmS36KjLAqRF-2<{@R7U&G(Wt#58zff}%(Aqy}@E
zG8rw6_;*@vUJ8FHKx~p3J{ZR7R7NJ2rrsU|(<MSVtVkq9f8r}c21!6mWwcVJ)(0ZP
zAQ8>IHwpe`_w|yu{=!VmPd6@zDISR@CJ*Y`EzYfOFl<94dRh(yR9@vBmKpr}T{QB{
zL`j=s27xNeK8ZDLvJ#4f+Z&**Aj2<D1LCvXO!u<#pbOiDS{!0T50j*~u?|d<bASl^
znI$Gr*KUuw*V#fyDW&i5(!9xv@9sO_17D+8<dzn4bj0X^*HzH#Kjw)>G?0l}jbOAS
zbYxr7;I3|lYOpu}sKB)vIS#-3Ny{C#X?B`8J<foh!diG0m|S#?<ReODKPrFDsHNpb
z_I7o}8;nB^t=>B@9FCc7H=&-d7J+7^r;6Tv&~50b*Ey0$+HFA#b~C9Efw=5buWY30
z7gHuu7*dFU1U99KJ{tY&#c1Ggm<|HL(M1VIX~Uys0gImq=!v>Ugm^bwpM$r8Cxjk+
z8`v6454#+`;b}Nihn;7D^J2D$OcG|M32ecuVQs8*Ch6B&lxKA!H~nbf5zSXd{b>-D
zKf}Z*no{@E|0-d*s+6oprwWi*zS9(ezIkgN+#^5gmyP1gJ=IumpqPl4MbjfZ9vAUP
zuBa>M!8Ha0$^tkD>mLvz;lIsd!OiD*XzaR9ITkVyg^E9W;cnh4F?e6l{~Ft*z1CXh
z1$kmc--sd}as@t1xgD&k7HWK%RZvD-ivB6-cf}ERzxauVga7hppTolG%EgWL)xU<T
zJSTBy3A&i@$7G=h<80nc)+6tks@ONaOi%Nf>{#9dEa3gpz8Oi)$npIKW*F?LxA>;u
z_z>y=AQ{6<C(%N7ZM53Lxf(!Ej|_yRs2wpqme<VtpOzrme?yXdR3~1z;w)^0IJTX3
zduKxH&zcW+&shF?5pupdc}BY8$i{3ORtjlH^MUmt#jqM2PugQWzRS3GP8BVi-0}>5
zy+8?si#?Y5SeGvY05uR;FaPhnButs00mDooz=MKMS=t2UNO`vdfdygb427}>X@;@~
zO|t`L|DVeO>3>U_f0jH!rNq8N{xH;-Q<yA4r~rdn+V&eQXui+YGwW7B2r254GPU6B
zs|A-JgL!}76TwP&NMe!}2Wc#=+Pk}sV-v+xOvtd?PsSyL6?sCpTM5D;Lj52Bt?oXq
zxBJ}akder;Y%o=J0YTuk;eXMoTh<^6gvB_rt9?IjGxzp2Wi0ZN0z@YYsw6qIvx4;N
zbOGud9!p(oHie0XT7`qg>FS}AYQK<@A47(ByEzzHXzHP>Gkxmh+fh$-6oyxomz&iw
z06L5<g}^Kw&|=6$0lFTyw=8f^j9=CQe`h2e?9Gz=6C+E05G3LkhufIZcUmIWIO*$t
z8NtMbt4FK}R=->iL}xk736|Io-g7%^P{7!h&4h6VmFbQb(pdmiU*gl~x0|_zx$N4Z
z>mwT^G&u?7Iag{AMgpngalbs7A+Z*WUtSio5}eFHjfN1XDY~DJ9{r9lz9zw+DXKUd
zp(mduy!5h0t<6m{cM{?JvteXFb*9cm<lB&(#kGK(r6FYH$=L?Bgths~KM)ycaR9-k
z!Lp4;>eWn{uYT<9*`_CRI4c?Sj!$x=i%`K%O)@D`3v!^U7wve1hqsoDxl&e`BvU>f
z{wYF;%a)n4B-c!R(OF@fI)|&WZ-3;H^O-R2a8USx2O<U1tRu1r6iFm>`*eHJ7x8+P
zAjSvl#PLriJ+7!o$p{6)63}eVZ-93ws{?BgbkG8|E98AuOgbItiD2P6c!4_0ISC#V
zG0G>iggBF;)LP}$S=;Kd>YC{#$lT9M2<bR?H;VZ{A9Cin!Fb^1FFd|X4m?aWR!X_^
zFQtVvIuZ1LA%hfo7s2)%OKV6;3Y}^|sA|!N@6fI(r{w*T_g-T`UeT1j2KYAzqEU0z
zSTt-T3{X%X2sZ`2X)XE8fMb^U+7*EB?}Kpq&lKx~xclhx)9(17ua*w2OPt4bwz-C_
zg=vx8A)wF7tIWQ4tfkj_y$oMWysvKzjIHbOEv*)N9E!|7S}!dJCTJm#taZME_^T=e
zXHy|r#&?GW%IC$wRBYBs0H#PT#)B+x?)!?l!v;8$Jl9PN$4%4t(!L0S8$Fl18VE-Z
zVh{KkVD?Ch2!T>5RBQyL5kkqia{%sI2FJ5m&@uu$kv@9_70(R#y14l6j;CZt$xsK$
zJ||b@;q=#;xZ%@WZ569<g?iT$Hk4(To(Tg>BX5=-m0JxI425Wa0fp{y6{>>%DKiBK
z%!j&bv=ZksW6GAIB8ry@zQ&TzC3&tJ_K{rw`~j^}o9jZbn$?)lk2J9-*KTVAgXBN1
z7sa19jfVfi^@3wzyiUQf%{13|;8DpL>K)+{*jgtkpXA3qcy+omP)a<r(`6p?R0Pe2
zldfn+nzSWIr$~8_04$_RP%++p<`G<X0~=GLni9msOmX+M_Op>0R{sj=xgc?6jIz|Y
zC$#7(P_}K6k=Xw^qBd)CbQmA$n{C<&K9mzZh!XhENj(yK6ok*RJ;zsHm$TDdhm+Cp
z$GoU~L|PDepIz6_4G5)6KM6V=$l0g0xqPkhWiI}r>;pQu1~hyKI{UV`AazLhjy`KS
zX8&nMsb@HEsz-R%Tr~3mtF5`r{AL`z;(%^@6nK*Yy35h(ln^XVB%e5B=E#}Lnd<f<
zW}xi#7@z?0D_DE+LvnQi9=4n9L)0=i-CuytGR8M`p(tN!L97w!L+(;DTskl~zr8b!
zsuX#>up<iW0D!p1g^NT!V%=Z4cbZ%tD`tTV%RU|`eiceq_C(SZ3V(HsHx*kzPiXGa
z3$&*R6KLV1RPJL0sP%~Dca1M^qCLjLWr}-%(9Mfb?JE1un+UINvS}(FT*hY9)BrWB
zaAUBWu*tj6r4A@ud-Xob>Y`Q!v;AnWa5HU5%5QJL0i&dG%pU)8Mv(JT&kynHr~{el
zzo+B>Wr%y9A)qN*kQ<*}vtYz#qbKZvWo4$EKA}k|W_Os+i?3hARIIf|dsS1K>K&Tu
zFFdVI1t_S4?!zQ0#anzb50gU2>*8_g{23;j=ZU#kz8qV*Fcf)ewx&Ix^OV)XGi!_Y
z(U30x1T?gyvMwb@T0X*e_3>)?`gnGT4vUw^%SWr377zioIbB)h=QDPS70Q*su9kDT
z27~z1ER~<1s30MNF7@GVXjtN5lWQGmu)%Z7^b%+8c!c~jyJPQYbtd!i9HHf+?Bv-G
zOvGiLErxe9*Btms{SCh@lsG-O@~fVzwRTqT0IZ`~S|`Iaf#_sOxzxDEGoDYZaW*k7
zX}ug?NKuAf)218@Xu@K1P3N^fChJ9`{l)IS=?{Uzi(l<`ARHXBx2uIJ1_z=5a|@{~
z{<t?QZ^1@mTFHC;r`u)b({DP)43{Go3bI0$&9Ckj{DwVvb!C6CC^fkO|FZvXJSzIf
z6`;3@$l(*zX_S8iY+RId&P(Sk-YP>-VHRoL+I0<j@_T_T*J0T`dMe+mB$-?nD>UHY
zsz$LEVEXNSkocEwQCsj5=&+j7hwP;AllwWf8~LI>I5}`Ka7ki9Xy%k$#2L%RR7m9F
zmo$jI61MNic$C3zt;D7xrh`=yjGYv$BmlOoyzgrmx#oOBFpI2zM%uX?iWd*K5Ekcz
zQ5;Gq3U)TxaFC&hQrOG4fu?x`f?y?8QBei)CP<Dy)|O{_=v9MAYK$U!4+#?MB@JF)
zNt@d=6b`)O)LD~-qS1Jmy`2l)j_!C1h8y&I&q41fbM%<DGhaK$<%^L97cVeJ^C!L5
z98T=$Q{zo8s)y(ZbDWLkW5CcYJ*`^#?rjCg3MoQ|U%TF(OE#o0YK6ME6ggfbaIrXe
zoJUK#CQ~5NSeRpJvQ{^})f;U^Qf}4!z99dhbN$dpA8HQ$vYNFWPZDa2j;=8Ygn50X
zx%bGc&eAOJWoE3Udos;t=`o-=7Qk13@-Am*-&YU8g2!%tukFP*W=l3igajNZyEH0(
zd9!-S1koO`09H=+rU5$~m?}p6?A`;a17?11R2Z)iDT7<=N)S&zB){)kLHk0`@l-qU
zbY*B;O(HBKFudNB?Qq$}#ALrFjSxiSL~XKxYi*<~!5LDlEWXQaIw{cy0iZgH{x;?|
z+5*W1|C_t=;D;IbYe%%Uml5Pib{p&~9Tuf3i>>$D_notKn=ks>*`edd!uUl84g*Wo
z>BP_!wd?BGoa40iq$Ubo{KQmicx1A6ZPnP7ySiz4Y#~R$MO}Tpm2&aOi&oT~_3a7r
zTcg^vtHi4Z$u8Q+io?}24-jI^@hO}DyN8nxiqE2#oy_j(?+jZ|8<=Rg4OMJV&_vq`
zY_RS0+dKtCIir`ghXViZtQhZ3njxDthLhZACbNOJ)^30Sm}Kg6p@%-Q#eu{e|Jf@_
z+zZ@avZkziNmzXXZ=EBh#h$ByZql0EYFBpsP}FeQX5*B%p1|PH0swK}u;FeSs_eCD
zZo9S8L6ChFzGi{XcNZgmTY5g3uDZEJ0UggCx_`rV2>XT!x7R!QSp29Dm}H+4Ldp*d
z2DJaPM-@Wn`+BOkx<x6?uG;#(zqARU8G>!O&<s49K9dqLK?WqOhl#M_b3^Ie#%c?y
zS@^^g87$($eK?7Y0ItJg{#ugDa-5a4s<q%tuKy;d$`Lw1L9nfB9q9z)n37-N&swqd
zJSM}0BK_lJa6saoG2@dwPGXOLVGZ;q?@S{ZpCPmrTW7Tm+D|P^`7J_~tvxdFwq46Q
zOE?4NDn$>(a#;rinte)&=@3O;!#NPoVw;KO)e;!vXAb!;MQEc68KUe3jC4J@3%&7P
zyr?XN!Zej+ZC_3Q1=F!o+VkI3B4zv-6cvn#nd3jLvjebuO5Z)GDlkq8<^!mPh5@g7
zP?2Rp5PAGR3+1V=e@G-;uDF5f?PybU%0})W_%OsG;a=*03d6US>iKsWz)Ftct&%}`
z(N(#`lE?=X@Tee4td5M_wKoWW3kw;Elb4k(s1U0}fKo;uK&63ao6#OYU4elkQX-x}
z#{ef?H_!L(^m%>(gix|su%aH~YdqUVmyFm&C<pjj$Su=$ua2i`%WOB4_#cLMcA}k7
zhNa?o`F`T(kK3<B_t)Ibc2An;$CX`pyp3RIhd`DyjmqgOT$T56Dg!-1ENgU|bmgi#
zX6D<hkTzQa*Tg@}=2Q{uZ>nDy8R;%kmnjR+ponx6#;foi$_wk(&$oXI)99%J0sL}$
zzpm2jtmE{Q-ww$lA#34Fc)NnM_<<usQ;=Rj=~%~qljz}i&w%H{coWJ*K>Oxz+zh@U
zEge&Ksf`z>)b&jf2rC}$HHvV_PF>#IAMs0XJH7oMqQmhYqN9+q`~pe?%#;H93Tpd<
z+Wa6o7{Dyee_uh(pny65=QW82%=mv84k!y3(|<A?VCLq0I52Z05Eicgvyo%^(dGO%
zNIJw^jb3NJ@#*e6kv8oyb3a{c0B;hQD-wN+wabnNN}}^fiK4|qPFi_=n{uGkTwBB!
zeOK%88`*WZia3f$2iN~_x!r#pj94bt`!%JM6+ZZA7Z)aqJ4CCxyZ2ka10hJqx8v(@
z@LVCfHb_bnJ49fBXq8;M$`tuS)y8%+6_D4dQ`NX6sAhUt%C<P^RGA3<^r$q{drW44
z{+`!YU6{aAk9F6&qsMG8G7P)SJKPAZi7YzsT&7hej0N!s!S((a-L=kat*xcUvHFA(
z4>>0g7X15h%+a?*)^xqKf3k>AuMLzaRcvX0zVo)@d3Bbka#&-_efUr-$Pv@w1#lM&
z+RY_aY;LHV?jwkcAZmQ}5zl@tiha+9aifiN0Gq>$kwV>h@R9$g0COEJbtDlg_wQ&s
z!O4{Rn|E`O{XXpraFB35;)PfB7j%YxV|&}G{LXSY^p1xQBsA;5c(oq#R~YH{R^#Y*
zU*m7ScDJ<AKd^6W8!ocD@vy`|a)8&p`8@qk&sz8HB_@PEN%S9pcWoWp`4MIX*U`-t
z@(c{_(&^rxMwL~VkEG@g?^ejm%HC}8lhf4o92C`?l2e8<c(P>b6Xno&9MUHXgYS{3
zxPD~kV~gqOAf4Mkl<tO0D>?i)iR6+3b2raq9(t(;CED=4Qv1x<Q;881YJdqg?5pwt
zz5+^C_nPX^oYj7K#r>coo4xdu5ZlV#IA~q*TQr^WUQ*<MOg19Rtx;dEt)o8A9_?a5
zh%~rIqRizzJ~7u0K5v=}v4Uyr{UNU4WPCk&-ZaQRxrL}yh-~))gp6@6sn{Kz68!V-
zl+$P!)Q4qYC@1Y;5KmLSbHH4XB$vqkGM5t-%-}$-RQrzNZ+NYGae%^rd6PysAw^J}
zmtzDQ0)t6|Eeow=i%|8D|M`Y^%p6}L2eTZ0ROjD<^eJS>u{orBK4{0wGO6RloEK{B
zzF@PRI=LdIh~Bh>lHUrH*kzJ*{f=O1;9}I#IQJsEK-`f^Z&yCQg8-WuTa0v2uR&|n
zbMsb?3_ylhQF|fNvvJ-A&M@GAwh*)!2NzL*S(1h=n=8wgu-7#w>>GL^T=^%V(kaP>
zJkZ%abXL5k2;-6K;l+NRT7eb-1;qq`hhp!hSC}E|U^wA-1RLcOy1`KHLt|4v;M&s3
zB_p`-tx%n=)3oW5D*~?1*C(QKi>|N(@|R8b`VgA)Cj?HmHa6atLW(t4mt1y6ky;vc
z?Pgru=Vm9)XDkok3{A&uls#Rv6BNgi?F0-TA??rw6ts6pWoLME1K-FL%$$V>rWf)z
z9X_%Cp-)2h^93V~nH4!9Tb?!yOy`y&&^IzYAvqlRzlUjoW&sFnLHB>FMBj-Z)<4tR
z+OWI$oI-<cKD=w!=&Wi_E9ct*OXwzH$a>t-Uo_rE+uP3D(oNA262bX0N1rf*jIh&O
zH&J&x%gide*C^AH4?1*%=i;rc`qwy;)fIB*K10$YZe)u32O6a}F0}%q=9cXRD4aVY
zmZ>m>E$~5Y@d9QdUR$+sy;n>*czZ417j&5D9v3d3v-F(3b3}r@EdmMvsB!-+JRYwm
z*J-q#j)Vp?m$d`hV+-&9spDqt&`e>8LI4_s?c^qjlS~Y$3D{sd9$a2z$}K1{ZgaG*
zGr7vB&6s7xbk%=6n8&)#%PQF(ZT^OagYuGh%^TNEEdgk)C-{u}X%4c;iBQ>Gv-o<p
zx;EM(R4k5Rqa9c|^VYg-8^at&Dn`e;%-(q>WWgsp@i>?a6p=DLSwu!qd%N=ykEgjh
zlYsOyd2e%)8S_P~ZhD)g-OC{>vj674BUEf#X+M-<F$ipj)b;1GYEvh|=RX~*+VQ1#
z1m2CGOap?qBLbpl%!XmDkyobl?@M)+6ivQ&PPNly6WA!cFMQ`i=Q&<%GHKdA$s)b~
z>`U?f_2RI**-ARI=Y6Cts&TBIUsGk(xq?;Y*2(X^@zSwB=VSZ`oFn6^+ox$oMi_nd
zMlTlE2ur%5#mz9|F)tgsxbOg*kvScS0s`@5rv|`%W|cCM8wzcI>*FDqZkj0U$*}^p
z03tWWzDHTLUzR`>q3l`c-u!!7x}c5i1SPN8Aw3s`kef7?jF#(h)ns|G)X?h?!oSg3
z5P{$Ow%)o<*A&m%j3tASC};j3w%#c^lV}Uujcwaj2VZR4wr#7EFSc!~W7{@6w$-uO
zr}y6fIOo4O7d5KZDBRXsbG`F<#Dosn{jb1hME0yc&6-f8-#;61rl9}kWnZCYiSyy5
zOU^?A`Q)t`M4?2Fo4>icOnXDOR%vqMEUQcM8&C$8a}s>DO@2&81}H7rEvPXysbcD(
zV(3bpPpG)8rg^BE^qA~%b27)$ELs2t_FF5jrpFVrpOq{C4<c2F3+A)I^81~B$ivi5
zVZy;nscHbf_F_Um>%qX#WZYwr0VRwX@|;FsE(LQ!3(@wf)5eu`!9CeL1s-(1&fK)T
z#&B_wx;n<&AD|vaGu|U1+VIs@6JgEf)r(T-1}JU0xT=!v7|a;IRClQSe!L_Uh~vmF
zq#ZRkmvKC)nA+*BE!duxTE43<BaO93(bZRA+4slA`+*}UeRawIo%Btgk$`{(W&ZC^
z8H|M`y&)QoE}eiHLI#v5-I5wY9dtdthZ@2f2m-MmHO~MaQV=pSP?YsEHz8#NmM6#k
zO091imq}3F`Bqu+JIJuk^#<)}egSrKCF;?J(mY`f<37_UWcAnw**c!WywHa;&A(J?
zI$7X@)7<>Ryl<w<1eTqmsea<Jw6=biT@~vDUR55sh9%Hecf}S$<B=ePR^dSFX?&&|
zcLE#P6d{CyEUkwacSt5uDh$pK4}2m5ttY*Y2ErZ)uSmm$R)lsA?+!1?S~4s694!<n
z{QhDZkyPSxYxEfXFwyO0ItX!@drfm}Dm5RQys!58Q{jgTh_y;Ex|Kkd9Mmar{P^LO
zbdU8;WkP(dmuu08&UVQqo$fGMv-Xs7hUfU|MZpv8fm3#B9+&RYe|I10dK%XZfFKU_
zwV?uR2}zV**bDg@7VZMKMYD+j!Sj?c^vfw|HW7xXz>Lf=69U6*IMZLis7VcywJF^L
zi}PD&vilvc+Evx@yE=Gz+)HgkuVnO5tCbQgpyMj5=uC$oV~v5#>)1*s<r)5GP8ryB
zs}w8hH*5ytY$q23<rZ3ur`os=>=0HWmQNp0KhCc&N31{&&N;Bs4rh(uv-}MKQ?4l)
z?yZR4J$BTW-gW_(1G-8`nOvnb_G%%C%``UqTa`g>9_v+(quI?|U8tI+c%QmWxNAY4
zlZ}`R)xo7}Q24++c>{l>k$Jw8I}WmYikHM-?$+JZkR9^5%B82ldH=QqfiGI-)hZWw
zZl@UNR1TukK86CD>>%gGT+p<*S%bM3KvGce`qs%wyX5{cOFsZ|HV9B7Q3L*gi+?l6
z+meV{yhV;xWSesS#RATV1P%6<+5WZx2{E#9{8V&naz*UpcipeJiyXwG=Ns&J?{l^C
z+#$>CN#!=a4V}-#ei})0Lgeu|wy*~5I@KG)V$~eve2#dCSH&FiedL01AhVHaC$A?%
zd`UI+(r|QqKy!RJh;*To)&1=UnblzUd-UNmr2u(Hw@h;nemu6Bdxp56ai8?<E=3$1
zjLkgQpiUu|B?w`1d@rC|4`(XgmGm#r+?y5^JpFG58nD4o?OFuIH1Ls;FRu>*^j4QY
z-TCxiLg^X|0_i_n0Z#uSOZ*HF@`x<|iO{S3kYFPL{Nt~uGe9tcv2eDHGC+hNgRyY8
z$?-u%!llddK_H~(d_cqe2fO^=d2y+hZv0^@rhmSnF$pp~IEQA*wY0KPvfEO#kg^%{
znYl-Ri=EFu3sXl@&idO6Kj&nUM3Z*G4-Rpnq|@1(9H*ytI8DLrpFrP-=bl*&9yM{T
zv*jz})Jyd=v&x91<tu-8>@zPv;75Af4LV!dqH<vrMWARzh2xcv?fsr+8}Kr_)or`&
z(w<-}u*UvrEA{En2VY#-$!3KL-d`8Il(z%#udl)S=FR~>XQ9*cb59^VyMf8=U`?Mh
zJ|&%^YA>g<PEDIM4wT>|sH^kf@`@GafN}Fa@g*M|!L1I)K<%$Cmm8h7Q^zS_E`KgP
zsWsB)F0uK6$A_tIBS<4_BJeYlS~+X>$-nL@9A4T?cZDzlQIE4_Q((dRdMWy0g~!Oe
zNRK8WP7Mv40meyUG0VyXt9X#&USq*H#Y|QvQY2Mu-H7j_<4?$)?9?dO4pipcaDwd=
z6qI&7_KG<BjdU@xO=51l64mc-vZi6#T2?lv#n10d<+6L47hV@qY2X+|WK>=4+x8-9
z!{p&U0(#gRn&lp62T=tFjRziI>Q_T`=FE-$8-0bWhCf$r8xM^wJP~fN?5@L$s^*;x
zl^|r>v<Rl9YLy4|rimC%1kBoWD>KzvI^(M*?6;_Gt}T$>v-WTV`nHAt2XmnD=Kiqh
zGT&O%m?f*>QmR)10T9uW-?NAJ?$tCSMDXhi{L`A-l4zB0W|q@ank2RvmTpskhbXDb
zP~r81L}3{IjPF&kR`Pu^c(eEq7*gwXU;6ztLb6?6T6inwqUwW^2J5xnHhYayj;_|P
z1(Nv2Y{gZY#W7|XPd>z<kfg;Wmy|*Qa`fg{aV9cCxAbQtVc=8LKN`Qq5XMgd6q0OK
zc6Fi<wsT|+iAbZ?u4-g?-$s)QDF7sVbzhm_{bM4#ZRmyS_TI4S@pHjPBFRJoW570<
zQ+~LSM?W$x%mcy&&MI`gIR8ONjrnmU$0yHbucv*i&N$pmS+r?F#reW!LWq4l_Vk~4
zw>;vLGFojy7a%oVXf0nFE8CH(4wOH3thu;kx<8Afl~k-~*}{a%@THcx_l32Bxq1U(
zGY#2dKV@h~GIAO=?6djmrqAhXG$G%MgC>InT6Np(_54?y|A7nEyM;82>JeSXNr?$}
zAy%S6%D$@hzu0-(Sx-t((QpM{{xOM6FCvspig18(1#rOXreB|ak^kpu^;Jx>{N=$Q
zF0SnmAeY>-dx74JM$b>@ZNbn{!&B_*NB5P9?fTtK@nMLJDR0bQ?aoV>jD&b(Y?pn+
z-D!@Xf&7UZqZbI3@z{)`-hNCzXr7#_A^!KSRn8d#XEIel5-r|Q1b-9i#BI>btL@rv
zS-VP70Fc!@$qvr<wzt^U91tsDA^QjR2CN+}o++1CkIo?PxZH}s?UB&|<s;+EBkW?)
z3631oE~pJ9X9cG0!^+|v7)VE^K0I_-V+eahp<n?L9@3@>G0B#|olY5y-DdsbP}fTX
z+DLQ?A}e3n%w&LRJi4nDVz^ao|B`yyiF?+40Av*-MCh^!lp^<l1U}kniQv@eP7|Tt
zW+8NtDnxsszEIFj&w%lmF*&)JW6j(5xM?O<oWTuh5yERMYTlkcG5(^BR?AR0th5<l
z^`L0MX@2yl`PSv$jHCx^e;$Fv`|{2m8@RzqzPbml-KWK(NP?-DjDqsIwJQ<=oA3@v
zful~>t5fF;Q!qiM@vu%H4WaH)KMA}p>o=a#{iJU=cdgCUrqtFS{!Wk~&vj?JzM!eB
zt-}{itYHXI@*3$yBD_-Ga884%9R_Zb#uPMf4)$N0>8{=iVhguF{jx{#S<GbfJ-7!5
z9n!lvu{+vqN7f@H|3M8D3lZXJgMdr>2|Q5~Ad;l5YvkWoS(r+|ohPm1RL+bzGN3>3
z^NO>jOx19Uy$3POv`gCx6C<z{LxV}=`94s|OyeU8StopTmFFB90|~x8Jl9GRkLxZ@
zG5yH`A}V8c`$L_R+@D*51}j=hOPQs;uiY(a^duFKIP8-|g@RE|G;uid%&?GC2CS4a
zRI3LO;u8xR*qeAA$crIQLih$X%B7DqW9?yB{rubev%A?a3|}a9Heb$;7zFU%k#De)
z*vI1An$Hr2Q+bCa$+dxwq{ww=Ll=@{f}%7zOnGy3X(Z`xLt{@F#?K)dZ;l!pQNa(s
zhq=gG7|xeSW-J#FRgQU^G>I5p14O7H9w$dG9zE1SFxuE~l~(o~yWiT!Pc8{$>?v>S
zsW(`W4T438DEJNP1%B{&#YW9CISu`dJ;NZ9md~;ynhzyPNRU-|pb~3)jWd70l(mRc
zlMlMe(;H1~Mtz2i&(pgrHi1Yr5Ft5>_z`z5>pgyOUYv=a8gjC%u&QE30Ytfb3s?*X
zz_o2Wboi7>VXP|*+L8wbHE4Dh$r|d64sb!n;alI)NX8J2DHnrD`E#ix2ay98&A`!x
zGE?5$NR&rCS8GS)(_U*0UNFB}Ju^`E66re1vC5T&zH0Ybf?$1a1I`lZy4}VrV;Pch
zjeA<ZN>fG8KxJmsQE};lfHFGHAX-OalGGl2hjYVf4}84eI{o|2-3k2MTRKDqrAPxq
zdq^4IXq91pp&8kG|CChDL-N0A-x1+U>#kVLjFih!)vWjT6i(C3!>k5TreO<IcgbJY
zz^FZ2i>Pt)DJDNVpikelG;-23>&m@e8qspigV=`o6{Suss|FMUfjz74feyL#nIPHM
zberycpL0o6_evuta77@@emW}<7-#1~FBUb$U~FDlMJuu$1268O(9+=NYyGz^Rz^F_
zqqb}Jy!UXze=Je|TzEuy(oMHXk*+&cfo@tPfRzR6<q<%t(J7jVJgsEfP~$w<qC9+n
z3OjtXeomV<(8qLR07X8cu8c<3L5cg*Gf*7)ZvSe@Wu-rH0)1aB$Pv6%lCm8f(}D^d
ze6Ceu-#-}7Lwt1>aZT?U?4RQ-k<tsn-LJf!5PuYb7r)3@+A(mp&fD=j#K11#ZpAof
z;quU^Dh@$p8xG7=u|O9v_Oy<dPOR!fr4E|6>UNUEspBDq0_P^)?yWq!3vY4b47p$e
ze9EHif@Zs>tQ!(0Q+hS*qRUI^<ilrIKnt!Go-&rx<7A5?w?MQ$a=WpW_~W#vRc%Tf
zSwyY(@6rW>qO&PpPw>BYL6bzu546a#M`ysPqacCzl8<7wZ->a6cerarzXE`t>8DrM
z3cI_G8CDsrW-l*mn1yN2Q#O`9iEkIt(^Jup_u{UJ<NLP^iS}&9M#0|)@fq373%`G7
z(0n))-;jc+a2+_9UUR>B4JH<N`nb+<o<l_WVvaP@s~NWs-{h`u#Y>m@j*)Eq{d@j=
z0-WVz&HG<fm6`KDFi)EF`F9w2aCR29|M80Alp$b%t955>p;;mqALh|nbV(=$Q6S08
z2=F7pWb~09cJ$;^YHNmlyNQ3+8jpvi<vd#Zl?~%`PFHrh%PG$(59MHIFgRbm%W?<V
znWqRxxm`C7=rUe1u#;e!gc%sn2W86G(Uah}1{UVY7Kt?DK?B2*ek)mN0i5#dnF<2c
zyZc>$XjKrVnFB&FfW3^PC_FgC@UR0pnPak2K=Nb&r<`o;7>)Tt{qKJLxHZi@X~#&a
zg8ha0c77?T3P|?;j?u}1d6>w3`;ul-9x2&qn}`ax0w@U#_x{=>z%ooAtteQqy*W5L
z^VL8*YXK|=^R(5hUx}O$c(hJj)ffXi1fw|+0dKfdJXlLbg4rH|v38yW9|!TD|3zwM
zM+sb2NwuWfR6@u`r3y8UYe9)DrpT#$VHh#R5@AA$0QW3Ns+!{PfGWD>_U9oNRDFQ6
zj`*ZBK*~NYBkT^7!5WegTCgDrAWSbUj~Giy8WCiwCEt3VrY-vZ5Qn!nIuzfpPyz<D
zT;WzhS+OSCw+=};n74X7bxIGnQX+FD7^1T}q0pxCIvM9PnqRn}gWxK2L)8io9{gr*
zW+R9X!RH1~wsFfDLd4@44mN^s&p9=MuaqR8k1#bb;zx9RdZbv3^sZ5ZfG-kmGyUO}
zBqK_^gJWaFnIVKYvF9KboXUtQ+9v=M8o=ulVzpw@w$jvK=szzyog+{ClRnhQ(;?SH
z;2%opHJyZPt$(_Vqp<pHXs}$TaM27EY9~>2R8O$_=gl>ZAjo-tWB&++Px^M-!%DLA
z66u-f_lAen=73xi(sR|)LtN<<>*aiFP^$&ontT0rwWzM-G;bis?@uBpl;1yrQ1}47
zABda%d2Fm3v92BnH7f#-tA@o#qUsjZ-ZQ--=+NN|ZyAQme{@4=X&ByK4_T=(b5Bv-
zIBOrA`3IiuOCpmFf2t@{G2{cRmJkS!gUPn(>((?6b|BDYU!zvZp7(V_Ab*q<t6JzD
zAX|q*!lrC|N8hy%zZ>EUQ9!{0QL?M{nyNDNbrGv?*SCl%sh5`iWwsbcff5r2+KBg+
z`{6)Y18T>luezf11PENQRh^MQX07lHz0rvFKsfq?J&JJyz>1*pMAg0NL=yP3SrC4-
z3qf{y$%wBDsG-&YSOgZl0*cjP0lrdnC|L=7180w(nRxCPy31)N&M`00jIuqWXgCLx
z5mKw+FT4go588pLIXV_SWSj-Gt)6cM-|k^a3zpAgH3z5A^dI<^m>OECF~fdk?(aL8
z9)yjH9U4a-Qur=M671j}&Yi2J+c=&H+}2B>FIRyFb8~QQmeJDlpanE?I!kk~kABHk
zOzoQW;1j7ibUWuEuL=xM2GoLZ@?tP}UcI)ssvEttb8}w(8iPMnso{muP6Yugi2zbN
zMZH0}=i{K7D__Gqr!*ZgVsbf`v~3f&@v;!iO5FO)@66xArhY=0hseXwQQ2f$cTm53
z#IswxrO`mJsUqAvd9O`Oojb$Ad)e%LX52ru++CX;_pb?v1iuyVcZuZ|VQTO!NZQ}5
z?)BYWS?ad{7eBnORtl<f_X%u4jinr_z4-QGWuN=!hn)q-zQ6Z8#QxCT7S^^g!9SDK
zN6e>|>^8dzERPFt@|%umX5yxldGg}-@`|#4e_&ff0%Mcf&Z`f9rhF<RT)=NIH?F^4
z35vQeO~yNZTGr?S@m*DF*WBQZcXNNfy?%rnD)`4JOc}?QyfY=i(Wi;o`>ZySfjYMP
zx=b6WpC5}S%CCJ``*GLgODNXU_yPw7it)q+P;{R+0W}wYnZ0Ze6E(%$Vs-}vm2-Ut
zl=GoTA^r}&3EuuakD7-^)k)kbE$&{eA9~Co=qlZ?{h7rNgkRH|b89M8_JR@ik>B}!
zUO#RSGq>MHu*NnqUK2<X5Y&CemkihQ^?2`YkYi}1!e!MrE19nqur4?k7OQr3Ynwu-
zb^hU9Okox|zpCuB{2a31ZGKsgbE4L^F$>ixzM|gs3>S4zC|B$x;!~l_+%e<g(!gK|
zGv%_;A(VdxjO)mtIZO*-Q(%H0Yxx6rdNL^eyBzg`6I=S%Ap38+UQ8Fyafm3{qf|Y9
z9ft+sBZZ;{v_8Q;!7oloZk?MMnByi4WD(oLmHCZ~t^)Tn@ypUR2M>Zxce!#jr*18}
z-C>V-2yv;k<qi9wE*-?{QHNtPLe_z5aA+w|Pw{XwAd`mQ`5l&<AiMTj0&z9Z6&ZL>
z-4C6vlW2|I5p2jC&rwZv?jF0i6%D^8bwt7jc1?Oq&6Yn+h+R$MN$6rjZZT+Z@#FqN
zchmuGH{xl;eH%k*X6z=%aeVrtTZ^bBLKE;^(E;}g?4@-Lg{w=Kk8bTwZeIy9O;ZSj
zkPz!cKu{W<KVq@c)X`ZV8B=4&;uk2%r77%EH_Ar1W^-<G`%2LC5AD-dbq7MwiEI{b
zC=H`X-I1A?e5_SoW-}UIze#;R6P6=Yw%=WGS<-||`2DSUMEh{rgdj84`Ve_@42I&;
zmTDSAx70imdUH1>83-Hwn;sXWC6P)zC86JPfPKW<#i7agKdrc1-H@v}iCY<FHLvl5
z^t3$5J*hd9bk*t%>NM(hs@3Xtp4IDiYW|&{)az;_uC;o4KizJRw|C^1tB_x64QlkO
z47yq_x|a<HRF<Q5XD@}$Z`7clE6)B_AR!d#(hYcH73{SQar}L$OX7iPAaX(QcpQ=e
zmem`uhVrJ$J!q<C+m@~CHsvnM!Qd)IwF-EYDE&(4X1VgVYuTj|Z>XY`S*taJ+g=n8
zMujH7j#A(vB<I)){<A=)#~Ejj-r34`(pUbn_<~5kBm1M~=AftZpJv;QOpn??znHOP
z)Q~WbNkns351;4*#2=N8rOE{Tp*-3MDBbUWct`mShO3Jpm@*~o2s>F<jOPbF?`zcR
zEWO-y)YS72yJhG}t97}eo)-K>mW4J!w(+eTV;Dm{V)9<V#XI#2X(l^ZB{?SQ&TTMA
z{yQtpU0{0722OaQAjE(=nT)$`@y0vJVu?qwv1qcaxXIW*_4kNV0(CK<YSP&SsB>H}
zz-TQYOpA-*HC&QG!7^`|kWY!3muq&Ly3gE0)SVGGw`9YESGL4MJ2&P0ZJAWsZ1B+P
z?CrY<jjJ0VnQrGw)+0l$R3u~SP~Jr9p|hh<jyZqm@f}hxr1`;#6vkOTwaqL|JYN9~
z8mm_|-rTJ#Zs8MXfl770iFc5oBT!>qXX9bdUPB4g!nx|TPahq5bdEk|#iGGDn*kOm
z=AzWJV`uNS{mm#d9q@eHFdP<Uz+u5)GCq~Ggn)$zuZ?|a2+f8?<s|lTM#ZOeG!~s+
zfBix02_Bk0AOV4%j;eu(4oSko&hmeRX*F8^6Eoh_%_~Eh)V`vXV(<gx+vEc<tX74P
zt&w%ITT|D{L?_m-`)&}zf6L&rZ-YsrL=eQD+|4Y}HtK7b2^#k3=<DxVCEf)si_bJI
zbD$Slh(u0X4cYu^TBh>N?{min+8{-jrm%YI{;d3Lb$oBV+;sPGzHI#xQ3JkxiDY!&
zdEBjDTs<LjqTjU`NoW@E!<^t{)<#(=`g}Kc9yrmk<~i4kT1L5+wNI{$RVixbVBSii
z51kPhL{-9J({j<HzrD{anAL4BJKl1hOTnd;7;~$j8Y!b|wWC(6@g=icx?7LGXM1>p
za;7&XdB3^L>epx&n%_U`{}YCZtlco8c78WnUxih~8s2VkxLGR>-%Yj>Z!BFyZu@Vw
zm50rkc>1Y=*%+0E^#{Sq*2-wC&;=uF7h+`I4~byESzg{P{F#U2vLnfvv5sw)avn!h
z@bk?<v`S<YA4sW`zJ}vRGxAKqbYSfZmQ3ADA#!S_K5%`!2-bfgyaV#c<<A99pi`b9
zZH;-fjd6Yzm|fipm}q*R#wjxfKsWkaG9H~<r$^|X#wT=L4`bmxe|j_=af|JNdiP7Z
zMah;WtDcrUz1TyGq}D>s@pMvsQJqP`Wk#2~yB2|GHG3ZUk$A~cnO=oBKHnu1QS#@&
z)>RnGDn6EpIA*cqDFTPR&4w(=&DL{t`v3!vATe}aJA1_-j=uBGWIFSR!$c`$FJnjz
zK7s9-74bOn!fW8pyND;nYhA&yA_U4j_^|N_1rVI<)N76^79{2fAh7jTsS_`5t^q~)
z4{llHjRkI_XQBe#t~&}rIG@Ro6tlfo5&RG;zukMoA^1Wl06<dMKr!(cxxB6Q5D}zn
z{ht_4yFvBnx%ltbTV7Uq>7xG_>ntxd@cxpxh3W`UbFa^1V4cW1N<ku*hv$C?CtURl
zZb1Zkxw(pfCALdTmlhDH><}re6atMgXvBsJml(9DYK)UVTPg}#4?UG#Pf=DEk21RW
z)(HwmM1Adyi-2nl@y?$J_AZx5;RVkEX0YxGzSkl*Bfsvftu8U=E~3=MBM}LugO=3^
zM<Z#crZ??)@t_J174h+ZAfTtthA;$bjCiwOb*z7shOKqm@LX)OwsV~S`HgUUl&#v2
znZ1)HHA5OVtLz<0L_Zlx+hQ^p0gyn8pD+^34uV2FWCnJnF+Z3|>s{%!rOAOYlh<-7
zuI!LKnqjP;T``@U3`fuUcWOxmQ495>1PmYrJHxta4ne>zjxgvss^E?x@F&<X{>q_e
zu<S-Gm^LA!I27>%mm`^W37XJHD39A0Q+-|#0i)~2gvI2SfaFVgLtH6&INzKX-*fAI
zEu=y9vIhnk$-PoaZXGo@x22=IzZ<nMjcU-ZNj@f^?bL!)$GcwB!p88isI&+NA~EWS
zaO?LQ{|S>ha`f@Jx!TC>+%Xh+5ie7A+WT4!R$WH;_6yz<y4oju9$&6ropr4ETtJW<
zWp~?Nt9>%wgHRHOtjet{tN8Y00{3LRw5FR{R|EPZ!bi06UqSKBf>9236O`3GAU|@*
zuW%2?Sd`)py77iXGPtYroBhNoBa=f<=?Po0S~386VQv@CqGO7il_KXg(IUAVm6;4W
zw_!fIv8u)kMOu*_pe{UgWumn>qHx=tIajS#dHTCVmG{ej!g!^7SW+4}nW!lZ#;Q?9
zfE_q8ooOQX3CXPMoUmav(JyA|OKXe6UztO7SjW_|?N2Om=j9QSp&!R}YlRIL>;Vug
z8@P&C8$|_FYMROG=H}Ec+&lA@PnCT&C7@x!Zsg{x;@h-x5M>t-xIg3WxsOC83BtdY
z&zNL^8_Kn1fJbTz{3=t)DtYo9Zp%_MLjuZM8GZWbKpxnsj0Z)kP}5rf;egfyQH9HK
zW(-P&=a~O!mE~25m^eIns_QEoR2*wovdiktoJss~Ks$NMn-3<la=z~M?NCg!TOLEm
z5jG~D;4!w(Sxaz}P@EsSy~gzckgh;j9OZr41^){&=||M~e{aP)n5EB2KtTNqR{d+6
zC;v~I2y%F}F~q+E^4|f~R&5M@m<a~pPQNRK69DGo=>K#0-unSV8``09E$PX`{V-3#
zvo1@=w_Ez3u+Bsmp=;$fWghpF+&DgN9K%E>lQgY^O!hIk31$&av*k3#)EnRLuAhds
zt2nE*8YpU$qH2hcs*-A=sw1iZy8M4MZ^+W>fWEJ*Rh+o_CJoI|RSe){NE0?4JNK;b
z1wb3#Gl|Tb6<ty>3g2~s>@vaHHtQ^j?fMh(M{C54N>zS;#+pB+spF?icS+k(Er<kd
z)>!G@3P1l^F0X??4v@W_QQ#z;QJWR>>3s+<<!&ZcZICBO&SZ)6BVJ9A6EXSOXBWPl
zDwLTxX$*TCgt$&A+U(+d6qtV{&Y!BBngjK2QF)<CkIWxe*a#jCtWB(;-wk4P4s`C@
zF_!a9JB3r0HA;+@z?N|=g(eyKxkUpu7WwerpED(TM2`1hN(bw>hp;hpIHBVY-9o{C
z#iuVM!6!A5MJFp`ZMscrt>>l>&*Dg>$-9quJ+8zd_~Kcc|LEl8ngHqEVdW9QngCY0
zT6;eV&0`d4t*;V^_!lvd2_zPSMCSb-_9i-I$iB4pBFNoL=n{}Q<fFkX-~wAue(dGT
zTO4Lf@BIp@T~h;vb*eeoV*5J2A@NM2T+qIFxxGU2@!DACGQ&qA4ilty7df!t#OI~-
zbxV2TIMjY@WArQE2_816Isu0`I|16@hqo5b@he)*v-foL9n%<$Zy>F}UTQo3dC<PP
z-u#gNXx_b(uMrr#cQy53VA?84jpzENGp1O1gl6Pr7eu0pTN_BMWAD2uY4M>N;up$2
z!_T<}`^@$#^8pUs(2euDdIN@S!M@;~HUr37a%q!5?YM5Vg6urIC`W;iy+B;*QtD%l
z{Y{FV-Op!9Dx~-4BAy*%zSX~$zaRPW-uxdRPl`Zx=8%wcLPTf?aEDHHW4&JH!g-+{
zNl~kD!e8qu)pbgoC)O*kul@U?m#XOq2i=db25arnuu-6O)5d~Q+n+D&HEaEGuD{`d
zr2Z0r`ptOv59qS@I8zZ9nSe@<lKx8sKePx)3W^T8MpD#9%_&7>-u-8AvMF&u&yN`J
zzkcIzPD$$H>U2-AGY<p8BCyz{q++3kDMYB=1OA1K(4xiBz79jCltxX^66U6q)kj3?
zN%ny&xFwCj`aJL@X(0~*uut6B>W}|ij}$U0W=t(zY8hCN8K-4tIlyzFPFy|dHQ&NT
z+H$~%%ptCGys|t?R6E0Dz@30}5+y4DLF>54&&2skm?On+w|WYo5-*G4jS4T2g&u4d
zNn`0eF=<Pvqr^KYDDympX9Dr$#m7iTl+#pM7Bx0{79KrXYb7j2TDHvlwb(FbYWI|f
zBtTF>5(qYojgcU%2TVQASL%=6fJ|k@W-%pzGS3l-%n!r34p{TNdvnH=_}i=7vw0sS
zITBL>jdvPa>*qUoVel4*0R4lW7eusT!H#>;D>Y0?w4|)OuFiYSw1mM2#!d%;kaMtG
zrfcSWQ_Lr`q&(7?uBQJxuw-OUlxOL8f88(ASfpU83_IOEFW^1JXI{L2&o25JWHT|I
zj_M*{ZEJr`sqYAnC|t}wy1aThH6mTe=Z-Q-s{&u6${#r@gij&XJ~K9!5kcP+{@W_$
z9%R)Vyac})dO1t2+mjI!L}5rAA5VaNg;HpX6t+1%;w#2Dj?@s-lsLL-z<|x6mXpDf
zD5QTu1pYLO0_ajfmvAQJh|%P5-E=gSGh&ihZWy~`N7NG<za#Rg{65)U<zg6Z&`zYk
z6uXq0zPhkFbBA%Q4<dNjp~L)QWX*5)>O(>PY)@gjnRh(ca@B4itH{LFosDyP(SDtM
zQYA6~Q|jamw21A9Rx{FaQ~m?#tb&}|q)OSF0EP0)7Wh2iN<bwstr9Cmq7Qx502W%s
zY+Y`S7Rtk}$(6!8N`3B<Eh+}w%>t$8k}VoV6Ftogouc6Cd8Z``7ulIO9t4AuG-rIn
zCm|?##!kVw^y1b;)<fjkC^3sQQ*5^F&nOG^b27krnT3uT_b~<%RiB<;1ul9p9h0P{
zHv~UY0q>NRi&eRLu-ST|&lfuTJuT>ge?k##vdGZ_37L4D%F}L=0d>|Kd9a!}!9xW^
z%^G3vDWG^?0eeYs7C+m)|6T;e?76iO_TTiFadoW;sc+!=bpvJCwj$h%Y?$wD_I0Ws
zRdl?6O{vM*fUn$HbSu3dYh*b!5p4V1@=g?g0c+eUcir$@HEn1CDZj614?%l;iUyj{
zWo^j(@HVIt;>U`QoOPIYk;qpewu)bNSLn87H|Ot|IYqnp9;4DO13X!X7U>_|CD>uj
z6~umrzaPaP5W6#FwaWD{4a}}<QN942N2SUTxzXGryKp<W*gqoa|C0Imk$%gL#7^g%
z0S#JGIFk7;pnWl6rv0t!{YbB|miHis?=evZoK-98i}MQ=HsA?_@XP7PF&d(JHhM#+
zX=0UEVtBNw7g8_<@L26*-*&7!%M=30qKQVRh^)e9yY_Hvo8<khC%BD{?<<xYaDC9<
zP1~(me&!#3QwD3YsF98dM5{8uOQU@OfYqwq!UKXYXyN+M7Fsl$gg$_=820Cp2Y_rH
zxjJe03wtg+C#d?cJF_^4pS@T;(4OFQ$&x_H^~AMFv?mK2_RUTL{gGZc74-?i8F3Lm
zKJp8ZDK9|C7g2EECc7w5qh|O;?80dQdrnrv<>&3XMf*v_B{^+v0zOQ8TV|7+XblC(
zuLp3Poh#uvNI(rT_38&{QBk>EI9>qz_@YpB*t0}CFGT;)F;eI3tfOR;5lE6Y!Lt}&
zj~8da<=?-c?#FF@|6PNEv9bMUzM+)v3IRh8%9frF0psv5y7Dj7jR_85XK$l|gxN>?
zujm^Lz|j_v2@?kQ?;;Tu9UQ;`XzL_{`5;Y?(Skut{{(}80R#LWJixNf|C?TUEX6ab
z!E_``H6qR;+oTc?gyI#4qX4aJFpu}JpIW9&{`|-r5|t^MzVlk@ew0R&P7FW2&xOzY
z2S&DgO7E&8y58y4{5jItJPz0DvsT0PLxt&0hCUZdq=u-qia5zJyO2LM{G$bh%-Z8M
zWg@)y&t+{LkhAwtwCVDuLptxKLt(PD^Y8ioX4_3BQrQo$%GAK+t6{mrg0AU>CLP%c
z4ckJM<WoQqu+qpQmpc5S`6mBtI|*dYG+6d4CR$_cB4n<&xc1=-PgnQ7auU&_bC+}G
zR~3h-;ZpwZwbe1Y9z%M@q;P6G;!e(aQ#X|thZY}4An%r??!t}72N&q{Y*Lx)11Y$c
zijIrhy`Cti9cF8X1(|wd!PV7dZQVxOcA;|)d6swH`b_5A3BV4CCZ$?xXBQtO1b<C%
zxgJha+=WPIgHs7~*p-n`9rNiXY^kg+8(mt$Jkac(kG%k1ffd=l<1J-n^E3k^RnAz|
zzrykfSZf_0m+%gNExW3G!on!!v#*v3_{l9RJSU<szr!D0#Yn3Styhm9B%k-J07~84
z45%!L>t(#!i(f8t+%Wugr}x~ykM74urd?Ysuu?JLub~3Suv;a_0gMVHEOdMfR$i<k
zd;aY(t#>!tnXFI!Ely|jBm0oB^{$zDB+8Njm?}}bVbjv};h^Sd>p)7aU8d^rn@*Ez
zCdCv|R<!EXxTbM>Vrz+mJZ9X&cK`YK`MnU&91#M2B46YC%8`rlyIiGLi&2{anQqFv
zG6Ni(sPsCY&^a30)ik(H)-+f`4L281LS>~me+*$>qhKbjdGKnOTNx#!t_^BuVer=<
zSjeJR2h!+f5q@Mn%T1$|1utKml|h!B5=b;Bky>v5b0p>Xvjq~DsiLJ&d2=lY%}%by
zqIk=JIQ)IjfA8%Rnp71Q*q$obK`P!3OX@0kFvc*oMS@DFW7B9dyp3Zoo+T|<Q1wit
zlslZ`hBYX8u*ATrAWmQvO%E4SpdOF}B;j&U`c(XlQXPTlAa16VHq;vevA#xRTlwlz
z-DV5z_4KLvh#bw$%Q@FzC#Y<B1*L0+bjnZSP7N{Ja}!L9+6B@8*C50cP5`FXV_!9k
z>bAl2njjXIi`wEhAuM>D6L?=4OMA7V<{)ULrF+qC7P;*`n=G%J>W8_+q5;zntY1xG
zu&krUm2H~%(OqCB5~tHj@ePJ$6l`#3HT<Bu+?hLP1oaZDs(mxamMl|1pP;OpD-38t
z5gwOzFtuWdc3|rMp$+zklDP9kfcMcsi)!nLS`!uZta$nW`k90gHa?hcyORZ4^<alF
z4)2d=RE0D4XXB(@YhRAxQ|&qzXfQ6610^ENQDgv}1oC4?(m1v}Y)YD6&12+>!Z3By
z-o1jL^})y#&SG-(wH_=_782<j#f6dME{O_)icJNXNt^MDV19x?63-`&N8A}MpiTu|
z9?s1}Ej)9U$rP!sk-635OBc?j(&2GURg6tS7Dh1J7r$%2Z}ouu>Y%s^_<p+ONwnOD
zj3NaB4?=>;zfnm%e?jJC+<!^?1*e1Yj@6uSz@Bb4jljsfB7DF+JaGD;dZiEJpJXs3
z%Y8_F(P}R?<xw2xfXADg_iY>Y&G)!}Ypc<2fh#sB<WfMoDryM@E?FTjy#NOTb3aHW
zU?2zlkvO|prWt{t7r^TZoLBV+(>DECC#P~#;b=)%l_6>P+VWe0X;g?F?-VBY<l+IW
zil<fHi3X)$MuOX=&D@ZOPJ|kBsfYk0B=%r;#7$Y)jUxSVGQa>y`%jJmR<>lB&MkM3
zVbI$#4-cgeH+c~Eo2+Zpc#h#7d3pGA{EuHOqb?w<zufEd(1|$vfdL}HzqB=&jh!%F
zc+|!+=v1U?I^>`J6!`HmjhYQNV6tgf$+4Z0{{*05uCWV$Y-hzcRq*R&6uLZYmU>6j
z8<gmATc2?L6MJwGXQQcr!1$i3-p^&;XE7tA8oT69{!7w+5e=GYhQK=eu~5kd(3Oi1
z@;;EN(HliRFbVF80&~=fpg8N@uB+VGQm#x9xjD@@qLpYyMa8gZB<EO$Js?QKi9l)S
zV7)LiZ$*3KuQGmlFRFR6+%%ma)FUm{vqSvgd#Q~&ZD3!mFC$vr8aq+_MaM)|Aj^25
z!tg>Y2kyn*0S%|r&N0Dj>)Z|E%{EVEY_UPSLIGkPn3OsV0bFAq>l{WFG_PWO^y>=J
z54h&vOdP`uH%r-f3||iKx~br4K*5=zgi~UfsC)ONeL|$Qa!w2iQWj>-f7p@-cThU|
zWnota+G<s%N?8JL{F8hmx}%U0`uuI0?s|!Wi=N>q!zh_7J2q+MLI0ZNkz?}AmNz7V
zbY{U@sc<~*1E?8NGF>KJQ2YzD2Oh+zmuP$>=KV2FoC>TLGl3dL%<T>Tma2rPWyyyu
zja%_CemtwbqgqIAMpc!o<qb#tLEG(xDe5Q&Tmef6jBRig_6PRwf^pCi{}}vyX3&ta
z+qcD`f9W3<P||>)=`$#DaC5Ac%b8dPt%Sf>;T#e;L}20M4O!vmUr7<rJEMSvS{W&w
z9P@~br^|>^L;Gy)zNizn0G<d?BDFpQv=Z6fq*6K%9|vO}=QvP*qG<=l%uv8Vv^<0<
z!!+sKKtX`$8sG9zowIT{E4&jH83NXD;}IWoX6ilWX`#Fg1P#|7By^aevK=g%;e~sK
z>}v;?5fC{&e;=pK`ES(hJJequlgIjqee8OgKd{5}-8synicITMzAV&diONQ-(~_pA
zUNO2A1gDsvRPNwRSPb)=&f>d!fpNjNphE!d>Bb|Ru>kW?2Clvs;!@o0=LWj2!j@Ec
z?N?T_v>0f<*0;n-{4cjMb#ZW!=2C4bW--$a1R#k=HD%1xn|Q&XkixsqPUkeZ;3ya_
zj8YSc<zWK=*T8aMXZbK-P9d4R3p|0tCKIb?uX%7rKgR=O;N+qd#~u>@;4cz7s3z}i
zsNGrF0r&TU*aIgOu!}%MWfhIUa&~^7Wgd8)jGY}Mbw%^y?!?VY6egiNl<O%0|G-Sb
z2R!Z<%&PDROq9dA75sAnCU1cDLUX0+#zHxB*;%TZCRxI78qElYD7p3b&`po&Au(_Y
z53%7JAdkKbYOgQpp?>wGW}wxT>>O^)KtnxE_v?c4aPAHwO0j%F877<LcjLgUgkoEl
zjbV#p#Rv=dGQ|NJ94rngHtofTi>iI^Bk*#;RQGCfe?A_zwGoyh?^4#c_Qw?}ZtS0_
z_r34y%8PgD+D;vf(^r91GkV{46}{ifKafy_F1fl|YKf~F`kWiZ*=DhzErI@YbNqxQ
z5h1j0w&yr^fp3;fN^ek<=D1BQ#j*8}zIJ$>bQ&4UM&zoI?`&|56`<nRIcd62A;2fi
zpS<e59ALzGL9_RZuRd_iDOdhD#*`i&#iXe@kElQL0v`DC9BHxZ)C-eteuaU{+Gh=c
z#=l9cHUuDC|1=iSav8Cg7C%K!0+0LfMY#nPapL5vHs;+Ck<<lsaL~s$hAJnEzY{0g
zl(ZU1K5_2$TTn(8Cvua32Dc+c-2_g_3o2>jXLt2-D}I-46fs)m@fo#u+tQdB>|_hm
z)a#O&2y@8aJbP^rgxMea*w+w$z_z69M);fuAo~pRQaegC+ivHF6eoc|^cp6&jY9_9
z!YD0wR3Y~Ywca8Rrrm!A>K;m$iT)GFX$Ud2@+CxVqYq{acL;8bPL{jIKLU3;{4==y
zJ1geLjyRPGG$M_C=wWlVrA=gKXh420lKRFeym=A%csjuC{YY~3`0Z*_gq^|)!{p)&
zuH0Y#2hF~Et-p1`2%blLkouPx3*l4ufUHJNb?E!Hln_2AtW{mUy<lGsq>IFe`vW9r
zq)Aqya27jcQnm$tAHb3xychVYm0Q{RM^c2q`e}j4ZNI9kGC+V-T`x>;jbL*2ANHPi
z(i}a9p17ElJ3C$T?^!%IwJ!ABiiV(t2scee<&24g{x{0Qagzs6Y<S<4p$+GPSHq8k
ztd1Zlt-0Bs#lNSxONb`Eko%Q9aj5&p5mrKL;9cx|4R6AqE1^%k6ElFv3v_exi~Q@l
zQFALNF{^*cY}x>3-sgytOK(Kq$khc@o@r^=v#oOX>gqs(zcidMyNA?ZrG|oKQ4-U(
z55=lJr|~`&yz`}kAi=9q^kyb6;hS5Uqse_>Nxjai+}-)=V4w5D$Tp;Mnp-=hRRb?e
z{HUnv8F8I3_qXLN<VwInVWQSW-0<)oB|iu|ru^%&ILe(+_DVp$(V3Po#8OADpR3Cj
z9jny3+&H7!Yg*--$0i9uch-<ROJkrd;=TzdNu=b<mD=vNgi|elgve6F<*kDwzwqfe
zA)!-v*vC=r1A0$C+%Ult9X-j9tc&kqI325Q3iPTYn26CCdI?|@C-&pC)T%(-un0La
zSk6EY>0O-0Sj6By1f(591Cs<Ohp$DD!hSAmXQNEc8TfbNale$UKKhb-qqCfSE{YB3
z$Oxl>eZ;_{CR_Wizqq;o$I-RRyt}op-NuLrq3?R2`A+)+_gxSeNkrw?wd?xxlLc2w
z4SwJ?Ja3urBq0a88{!34FDmRT0wJuUr@i_N{uZknIg+8JRD3cQ<cKCd_})}Z=nn%Q
zBsS!~pYQwEeREFS2>)FW;&A`}P?=c(ES&$NGP`U3Z;SFn6UMg)RCiw#nf?q*YNO05
z8p~>5cM*KG%$_RkNM?)c<A!&L)ZChU2s-Xxvo6=e3@1P_?jQ9{zk8Qy=O>CenU~I;
z48^8sBdT;}x^?NjS(l;!YlHT8*VorfxL#aKNaZ5k+(3k;ORhofahM+m@2bbjqa!f=
zl3^;t;qk4sZN|AnL#Clqe=^BWKd9`Nd~k7bYL5rroc8VBdJifAs;T74LUK!zb*u8x
zoS-1nYRB|CI-+2;^_GXv3uVj4C3W7z%cwupoW|@*nP+Ej!Ynx=a#FI=W*JZ`Q`T|L
z{(*+;v|hWQZVx#p??juO|Ix*PkO+9&T-jnzL`<ZS>({yQMXu-_=HkdiGqpVXQ}&5-
zQ!ok;uYuiXhYcq80C7$GkfNzx1P6Jc-dKhGmr;xkPFqF=ccK}`qn17s%RI4qiY`?>
zFxt_-s_N*}<Bs#w1OWZywfIkf3@u4z7${1cIGE{njQsq%g)6l$Q9q*#HVMQ~;9kSj
z9-hc&JoyO`kOV@ag}f#N(Q=KkN48dYCFO)dk;JDUlr+r&Kwpw-5*%=lhga<6^hMjG
zGRlb8S0zYNN&^qOIRJ6((eO%^kyE`MVDYpEDP~Xy)MS5sft^{O+ib&@#^lPoQfRaE
zZ!Ne{bR|1Tfh*%6;8}JG<N_H94bjdZOQ7|rG<OJd+Mq|INq;z!hI4zeQXnXpMYTX@
zRarK!LZ|+-<2BZ50T+0KwI|>_o^;2h4%O@S+fQp@Rq$JJ+3v&|2roXW;5`7c0dTZy
zCuLl!vF|6g<?&Wk7;ec)(1#=ls|1WYvS<vk8l6V4O37eq_d)i>3&0`QCRYz4x5mju
zoBo_{n~UeFOi`t@Qjy3CE&OfK(kJwn5zlmr5-@VOZ@6EaO46NHLWdSavDn+;7l}ee
z^|vAqg|8l0Z+2&K<k4s!{YavZrO3KZMxkoZ@V-l%3WB-vYdF!!^?!KB3<Z9#F6-Gq
za|zR)O&x!tT@FFr@B=f{hEWtCz?8uQAwK)%ND}t+6{DfsNkChO`Dg-_Inj59D#6p9
zDc&g~7m1^f$bYArESE5RQK)UxZan4hh-35)(d$HLi$cb*#CbM`$zm%Og2=~H|Dx)j
z;`mhoC4^ej14St2t%_)e_$O>7KNt3y9Ig9st$kcJhC(4!$^-~yE^!>N<ZJ&AT%6UI
zK)ZXi<kmThB8X)tiExVVIqe*ngHlFoDK2M+1j@seHCWq4rYz|itYaBpUbwClj#TEj
zUVykEPv9h`F>WixzyG>%jqk|PZ73m$w;ehKH6LcFw(TKrr8-aFM{iV*d_t}~f%|Xr
z;w{aL{E1d&vkELE4Plw~Q5(8{GMn4)7hPRh$a#t2;PDk$azlT263ySU=A5eg9<MeL
zFlF9=iVJgzHv~Xo)k%Dn6u}?=B$|lGlWE*Fz@J}hhdO1B>ww#Nd(wA1f+Bo{nIHH9
zyu!q8=X7ic;rocaq~MiOU1fUx=$b3R9nIs>+S_75TL$8s&YwTJ7Rc&>luFs<eh;fR
z$cpL@CClw)Ynn{B?4Ho0X3#3K*-7S@LfoC3W$o~!%xh)#*(faCL+h%Pm}40%+>p3w
z!(RIZ2b}}D{}@^YNnw=U_TQYt4+WCnDcK&v@6K6=!x8{;VOIj5d9lmRQIF>S6jEB9
zf=2BMPy=bSd_3n{_y}jroP4CU<?!gmE?2Y!oipba%o8igx@eCBnfA^3I8rC&c2e3i
znjmh@@0>d_qCcUmoV}RhNRwq(aL4_Tu3F0-gQ#I{X{@B~S-fkVmsJ0N`UlF$_fASN
zn+;v}go0zJE#AgY=lg_!K*<+z@~KGboh%ZoH=^yuSP~o&Elu}I>^si<6;P-n{9hT5
zllgyTydAB7WjsJSoHk4lIDq@VylqT+0QY}^+X4b`KeQB0Y|KsFNd6;qk+x?g0dRBv
zr$6mK1D1aSuC_UC7#Gn0Y%~4?ZexHkv!{a+!ZM`8iNP`a_j~nVa6D~)wP2IL|MSd0
z*aJEkJ98Q#tj_;;m&pi*pF2Is5a!?Ooc{qqgu$iTWWr#AF>|*OmB54|fw8iuC;k_G
z_usHHEl^w6b+Z%oANg+2>Rm`)96~dRtA=L@AYX26=yQPUnROJHW|bK$HA!Yp{kOLZ
z#4DLZms*<5pG1raE85YsPro0q1_5~8T)w=l(saZ`#-Yrz!P47>%&{G$L`F+RVN`SK
zK@teLxftr5Y<-Y|L0$2DP1*n8u#GNb)YuMx0Y2&To?5>GPNg%h9^T3?J?nNF&58_M
zlPWMYIHNKp3h6KYaKAv1uWQLtP{NZ9M9PJ#KVIgapsGf~5uYR;(0!Vk<*%C>ti-=b
zR-RpUzd9=0W7#X8$Y-bW(l<26<Cc3UVX3p}9(9$itt=-g%NVnYvJIp}z!sGV=(wg|
z0i6Ty9Sj8-HMz{-<C+ZeI%;%NfLhIlo^LL#xs0ufmz0Lp_dh5;Q~<IPXb+~@+Xt`W
zvB;OzGi5k?_%3a8lUq!wEmu2n77-)UmcMvZx+>c+X{@IC)U2rF(pd2GYe*?9qH#gG
z9YL@B15abIKAzMvwGTyI+wF5|UOzldfi>_CrU#->Hy4Dj2-tc|1Eqjin)r$gMgjd3
zXlAp{DDU8GJibRrKjVU?se@tPaTGoG6Wx=S1Y(xz##b8)5xMK8*zA}E?Gtt1Ux#(y
zK7J!cpm;(OPU00Sff!&(bXuvJ$eLmmfEKXg!nfb@(Kx6oc<4(Qf<5oP6IQonz}|Q4
zPj_xksV?;*W85KpmqGmcgc1Uba*sL3=owHNk|dqbcWh$JiWG_%ce&eBZc~PzV&6_@
zQo=*_NDl2|ENtDubBz+D^swXmP4<7vbwBTx<8;LqY-s5|DosINOU+)>KZ+**K)2bs
zI{8#PI$zkY9ND({n|l_Xg+y&}07tc5VTWE(jC0WPZjsRHlgs-{Fmd{mU$;i@mQ(|2
zoFf{LSboAov`)M{^Y@w-Ow~?}nCTOuOGB$b%|5uaQP8I6s%5qX;5ffiWx&voqR=SZ
z=DUsz637HQj%6wBjP?Hj0YndFo6P3)gf?JT7}zE$Bv<y#*{`pY%I)<O0Xc$O9K&r?
z+}qI?OcO&&q<`Esgzv%7vi&Jh*-bP0$Bkat^rjp9Tq%e9$<F~>F&WKGPJ3C}ZB@MA
zBi%RaO@Ni{`(q<vTt{&}jrFJNnyA8BQe1|QTr8-^%7>~~a;DU>tl0R;p$4c?f~AoX
zi0C^ba}EGjc-URWq#uA51%x??pb5r6T}xOSlbrm8ES`t*>*F^#0f|);2VGO{91*RM
z4+dk7_Lb+;4w9W)(2sk`KVhAAlo8y}jcg){RH<#7XRhWdAHN!JNL#MEj9NErJ|Hw`
zC#&5nxA9;tU~T5AMvvq!wdQf$Dm3gDl(FNft>Lr>An>n5yn7VI7=X~E;(qJo@=IK1
z$Pd<NAyJ8BC!$yt9AU#!WfO67aiH$eM*b~_b7{?0TP^wW)+|-JB+s$2s1=E2F@8v$
z3xc&l$a~<Jy|f(J_5zU<uR&3r{CSy(^0t+6C+k-k>t_hJYeccqgHOh(b@pgx&mV<!
zBr-A|<c5y-R_Zq|Z@|i{qqvvj9Hd0^Jv0IuiLpJIBl0w%)Ki@IkkLrU%azkV5ooa7
z1h8Q2$D0I1#Jt^}Cj)h1vh2>BAW0(ZViMRH^I+|=?SQN7>_WwTktB#o(p4N(77ij}
zfdwN(;=&O!Ftpo=h%^$B4C4y>TcUqbwSOv%tJG4KkW~8L^gv5bu&}d`&REK=M=9qE
zxvsk_g=8EdJn1i~0)-lr0L{q;tNLL=Z#qRjv7|kk12IpJugzk_e(-EEvt_YP1XmLm
zic#a4okz-ttGIm`0%C;zt3jE(bqhR0G>uQ38rUU}5$ZhF|A($`j;^HZ(~WK0wr$&X
z(y{I2L>=392OZn#*tTt(o%GGy-+VK7?#x~5tXfsItM;yQ&L6e+^Lv1w$2f1u2Nl39
zg2Nc)3Dbl84SHjfh~0S_;MMU5C}C=Ez(H_<f<OF@^(ZQk+JQpPWlq>wPnKgy{mJ5c
z0h>&j0~!dZ&Wjqi%HYr)cB0som!_td%UHr4NbJHMpXAk3)8*P3g-2D8&2a!l%Z#Rm
zw(g3=GYA6O1{)-%bABTp)*m8-gYAhxN#xP*%m^&hOKIe-{sO&+fH-N#uOK#~qUz)q
zZD@jX!ld0Xb5CdGP|A5Y!Jp#HcnPK;28Buj11?Qa-lF(|hEXW_vSodECwPVLg*wHI
zKgHiT1ODXXGZR`;+M6KpQ`5~DE_|rjhxCJ&j&hML-fxUF(wZnfdwB$U>D{1(aAPRu
zL*e|<+m5&<%A&R?0URxW)4Lbu!2a1^4JLu<4+N!*C^A1;nMA3lBBxd>#N-z7Q+0Ul
z!n-};_Y+|)7>=(pjBS(bob(ZhC4X^gU3&TCf{-aVC5zp+*h>#4G~vd}z9AS-*6bYY
zLk;sgjK%llV*7PnkB+A0!d=q7wKH(W1w1eWX?WVT6ll!20La+6S{oY1ZK&ie=$qvN
z)^nJMiTF@kwA;$aYr3+&+Um+|1hYW&W)dZMW;~Lqt;3Y<QFt0N@?GOgzkjeZzWxjW
zyXAdv)Q3TMf}GDhx$1-ryWZWQFXyl8b8+36@1Ysw5S(+J6;M*jc{0Yy)?$C%+G1vN
zPhhdh1V1}624q;IbZsOc^sCb33x`Cfx<5-AP!wsQVJYkTxb5>tC8`a_@BSp6#muUO
zMJU|+<A~HnG};wu6jpcE(f30W_F=glv%GT@SSQryy5T!SyG~B{cK+yrHl2QGPY>8p
z0bAY0mDDAqOA><Oaxi8;K2IlG+F>w`SuqMNxYL!nIe^~%bRHWKGTJO@v|Orh+0ExV
z5$;cL{FqhZqtiAY0BW`rI(qi^-mbV03dB)W{a8sv@W9c~PX-T257451QC1n8V?4`J
z%0J}lFWV`*ON)v@5f|d_t1!x+(SO!zVFs1I7!2grK-(pgooTH^+$uJVc)dsX1|N0}
zG`Rk8zUVfb-?}&~kg$n1UTTyJE<Xq{wy^)T8V2EH`PaN^v*T-C#heD+31#~)&nt9L
zc2?Gw*iI<AFMFQ96CqG`Hl~)@X{az5jQ?c`&CbTsV!sB(Nd(Hy{>9+}0sE?;{+stZ
zh@<at(0sf3OC*lPu_Bxhr5x{W#>Pcl6-?MkLX{{D(o5XOZAk`K+Nb;dIcGOsM_P9M
zyiuO;B4uROk!w5K7-v(`>S4LUgHv<6(}KptN~IV)%KnPv%ao?P7)jezRs7cgU)Sg3
zQJBM)g)hROSOS_hgcRM(O4>4R^}Zs&oY&pYF4UohQ)R5xcKqmEspWYYmsqUxy1Fe=
z&=9nEH46hEnOQzoH{e#SBDtDb8Dr=~S}%6YUG;w7gi!~K=0$KV=a8qSM`F?;qp8W(
z$T*x62zYF^h3aG>R3%>buIz9p%D<WdI1nSa%j)ybLaT;#Hx%i*Oq#q*e2M~g>fLBl
z`W-iTMTYdbQJy^ow&5noRbZyO0LT;0{c>dOI|Rk<WIUOZxSs0TdXz$;(py9zJJIG5
zKyAP^iE<bZW>%wrBJ(Vq;!M-z`IB4ia7Y&t-RVI)ruIa+V@n*Mcj^c{9u6XiiQapi
z;{G_$Bg~^>)v-6EqZ>mk!MOuqH&_)w8sPX>UQ3ayr13U5bjCv-$~R&05r@~eHs*)E
z7sm8EN(;tm&}W(Nv-PWiErEXD%rz1)v>-a`W^lk2B_*7nz!^c0!lKKSKuiF<y`v-D
zRDb2Iq}M3G&$WfO9SM~`v2diW_asngr;9+{>*#W6RnqWL<ks5;f(!uylu`rK&1wAO
zH0B>0yJl^j_B)m`ATG*TzG-s?tI}wZ?^};*&_Xk<vzj5Zn39+i-Snngc$x|O|E5w~
zW79aeky!)Q>YWo7ANLWJ#hDrIZLE;j8A&7Sn^y}-zked1`&22!OEdjI9R(R~crCD*
zbX16K4Z%ZCP0_TtLC*kCbpK*qN|VVQDh^6)@Vu}bfcpl|Fg26)<pAXP6gp>F#dbEk
z3O2QczfS)O;w#!lGA0U|+fiBvT=`34u_vvmhn~p`lFgF3t$|e1^qQd31!1LB6s(~?
z9D=f~hxz5uU(kM-PokwCiZxHb_IMpR>hk8L`imlmofm+Lu#p5n2ra;h6T}<Ez&Q88
zTW2{jc7Ob+4ip?lswQ(5(pC%_e^UZe$S<@qlHs1&x8r_MF2)8_ZCr>N+9S^f2aB)n
zFhVHzSgo22JCs&&OQ~@uZHQ{s*6=z{nAyZ2L%Kn9oI<LxN;=6;R8=K{xl5}Fi$SKY
zP&&Mq)QoP>W=aBfcP|_yQBqxisZbvT<P?~33v>`4%!;Rby|~bEH-gO0{S~t>dg0|N
zs+xep6jK8nBxQsgyR2|M^yjq%1ok#;`x(xG?f8UHg56&~CKnwvO>5yANVSDbQ)k@)
z-$nVTU6IkXNwgQTPOi=flZYV`X;XiKwGx_n<&KEV>d*nS-(%?HbCRCac>YAFwMmg2
zd8(&U-ONsXutKWP38DDGAQ8^9!S5DGB9e=ENhj<C2UF#ItI>51BZSl5hRtP@eOWuK
z@~ky3m%3w%<G?c^b2%jdgsL(arO#zBkyk}+n(;{AM?5jc0@L)ZWaxzRjdBMMCh4`3
zpCciPfs_L@*n++HG4dV|GK8Vwoh+(;a9#VQyn9kvA#mJNB(t&PP^ef?BHz)qf{w(C
z@M^)l*+L4)RV_+T{7x<lTB~Jhc7;f)Lz>12Uz+=Ze=U_dzc-32t#PJSq;pl{2Px6z
z;xl>UP-lhibUD)CJR3VPpatBCIGIy$QTZkWlQ98CLBLgd2!J^*Y@a#E%Hg3R1Ch)f
zYf_dHJ>r3dbOeLf(pVGq6Xn*|Ku+DjZyTNUaPV-~P%$}@S9jghb?`Cy!m`(@xxxB9
zOs!cz3?wumkEY>(KX1@Fk4(b|`*<<r7#qP)!MppI(dwhcXe6)W8iMurQwj7eX$X7T
zerW^DY|BnOwsaRRnNly8l*k4WNPkFu4z$<qI%2T1`U<@#9_zk$af+oVX3`xWG2iIH
zx<SMuH^DvtXRwzOhcX%2W`5W&>S3{;9c}!aN9z8rPS|hRI)O0-%z}Uqu%JG&>T`*i
zTWXkTf@{Mg5gs!mYlA4{hS)OnmoI{$Fdhd)P`N%>3P0Csj3s1Jya73_3~e_ZaqGc}
z1UgUnKw(j&i}gC$)gsja>5iC?qQbZJgw_YV8v6&rmw_?ZaRp=1r5b2Y^>7horN83C
zRzjLWOW|S_<7(d~rZ@Z<0o5m9{B-<2!VcE=`^zqjU|AgI7BB<ZwiHIL?$rkrVgU^R
zJ)_HhZsi#RlGCm?!g+xfIil00Yat`(3zVowf%rU>-V<)oDoI@cz$h^WEgYZYq{V+l
z4__Z8WsXrcn&-ZEio9Z+Ml0O$C4(O;TJ-MnC9LzTj}i!c4^Pb>@-<@z{*Dn%jskK6
z4g+6MGje~-ro#kovLG9?1@S~goK^tP)3h;^hrcKQiXF9tc*MJZ{gY^AVPawweL`F8
zZvBFx2R*K?^#F3QD@Ftmx!Fq|{fuUQy=+joVoDAvh3!&HidH<WI-u!ofRmcm#W*rc
zJmg^P-}b5lHn1ax@Gp-9MJ(`^gu0@`?C(8xW}Zyq^HFDM9)%_N6LVMajeiMH-Fb^H
zYpex|a;65Fsk}w#%?j}i#}R)*Q1G>O`3LLj;8!f^K;Vt0L=8}X0Hjx8z547zq~7}&
z9$$8jk>iZ7)9QIDj0qE3W#xWIO1Hu^>>gLRPxf*s)xsW}hL3H6odO)XJ0Ax-<3$J$
z7R-f?g23HT1OmkV>q4*PN695%x^_4iTRj~XBG-De`2=3%2%FDsm_teo;l_l%nj9Y1
zDe%m?U|$d(f%yaO@zY4Q{KmFB`Drk9)U=><A59*$!5Q1ul)F-c0w@Ta11DqUaydkr
z&BQE*t27f^UdO*jTdO?f3U7=cmTPzj!;BSO^WFrQNsW8W=&Y~-3Zxn^KE;$i+*P2T
zGAVRI(fMBOp@{BD{GLACzk>VC=WDv83;V+veYhFs%JC~h8CcI~C0e(y&34<g`%KG3
zRXFn1zb?9r0<w`SXG~VnBr)%DD|f*3sza?`Ni`0#A{76F0FqNkV{uggE1zYtD{IBw
zPm!EyeJioL1A<j!wDTum1-04Lj8!wWaf}wT+gv|bpHo{DCJ!CSghJ3G-+BeqD^2ZH
zhe{yPXxI2>hUzGt{u)zu6Xmv{wmm>T(;F*zspQy9DjF?+ku$9l^ok69@W(mT4c)8h
zQp<3Axn7G53xZ@3ol>WNz5byNP(hG!;HYNzl+{54xF|*}tqdK&IkTnUaOZ|7YPo8N
zQO_>eYPRJiX+G{wP*~;#d{l3WJ29x*+MhsYlOli#sxc?OglD1vFSLB9-a~QoXZ=H^
zwM<G`(-7X5YQ+SkO=MDZwz8EJ(;TH%lrFzF%D@`^X)v@7j;1VN!-v2_&u0rkMO3kh
zfhpkFY7+DOlBo(%Kk4p!cH*JSaq?kjrOmTG7<NxmrWPers@8kg@Ws+RY8|?hl}}z-
z$8w)|jRMCj*be#qI1bK)PWM~UPhmLq`SGI;(5#sajnVK>DFj#4AFD%=um55_IuwSj
zdE+*UjvM8)V(0mKSRVCgVmT^?GmfO)d=!q@uoGBwE%yPi(wWl<`(ckKV%OS*UAkwa
z8t3Uba)SgsisHFmh;(4*bb;Z>zm%dMTJ9OPT8du^H`l5NIo~RWy8ZhKnev0}%NCdQ
zTwgL_*5lpLeO)wv!?$~irBhucWlICp^|}O6oHz%Us<Rxk88?V-%Rse($?}#jSj;I>
zq9xAgY7!N2l$K|m=7!5+tt*o?#b3jGB#&VG0u6N?afe-co5Cg2BDdq#{1_<F+>BvJ
zG#)yY(yR?(v8q1h@$+2tM$E$so@em{4P;}~E3xFlBg~qsUeCx~YOHOQSUF1IMMx~k
z(b#z#o)li$0WaiYecyVEKoV-1V0gN+XeiFT$zcMp{&B5mhWDD%C-Be*%MF%@nXDak
z$|42~y_Rq{^hta4$R@Sv5YjKdVw%^Tg9k>TivfhF9@B;keK6x%#H$f;S}%%>n8Po#
z+kOzaW~@nw7dlnIc)o@0EQlaIVrlP-c0sS3@{2aCVs1X-IMP$#S}VYAZIE`Kgdw{~
z0)Pq_&XYcY^{DCdKU7)R>YA4)Jl#w_FZqovz!04KUb-{`9$YT|opHyz4t|&&$9Gd;
zrmSlg=$Dx~fiHHTgovLXR&L^ZZ$ZwLjTW1Ia^~+fgQ?yj$7T1&GoMVrsr8hi-{YP*
z-HiXh1k8`+gv$(Aaa!qLv_22yj&LNu(obIipqJ5nkfQ^6AJ>e;FbTI06KWsqOmNVu
zSHSsKcVu*5DVdTD`CM$L2&PgeJCb;z;|K;fgR6C@zpC+hCJr}YuI%ArbquZBP^EaL
zRP+1DImNrBzQefL&%3N78bJCW){Jbn^5_TjrLjJtz3zdafyUUt$M8zl96f`?mpD7y
znm2kAeK({YAzZmQPGfstl|^UDx$))UdL?6F)F_E1b;%lf-hvx8&ladvfDs%Zw5!Q3
zY_UGYsSzMn3sIVm!4vGfN4)a45)N}+CcRo4GXz=_a__D4x_`*<SzR+QP`vrIy{-3w
z8-R)H@)s`uTCp*Hd2S$ba{p(nISU)xf0Q^Eb?hA0xllf@40|1x_mm<<onM@(Ff5bg
z*E=qo)6iO0F+TEn+82Dva~clCpZ!1hNk=2hc<bg{fibE`6LFOLGbCB3mF|XUi#pjO
z^?DLgVx-B7@Wfq%o$=J~#>`GB4s-CT?vN#iX-ut$5~V?}>BMG-z@!x@Q|M#2%J2XO
zQju`NTe@uNvyPSr(V?1RCtj5BZ7Y=GxsyGtrd*=wPBf-eQMA;FY(e!DqSPmrPS`lm
z@EI8mY)mdhY$y^z>PxyC{GL`JfzMi%9)*ZUyWw9x>UX0>ffXcI*-pw6Gf}fr2=JBD
zCE*ew%HgIa8dD-OkXo?!@O&8OS{eYnMCVx{F4M!rV4j45<W`!#HL(JA(;}9OE9q$D
z+Xj<pvRveEWX$yw*_B$jFciw-8gSb}fLX~#HY{XR@iv-$wdT7pblkp5?tEhF9S+-F
zSB@8L2MDe>2v_58vpw+GBSsdcU}>xm#;C=_q%X|lQmLV3#HC{JSV5#<{I-Cp*?XZY
z>_K2AQc9o+O1)$w_6;rY#I~J~9WitwDlTQr5(Fk#oOtQN>;QUgD=;=Lc&u7jXnV6t
zDzg08z(%R`lt3o7TBQ}@MATq%bb7u4AR|{GcvMqU7K&1n0A=jlxQL4Yr~P#Pg^=I?
z+mRh<sU;Ke9{qY}RU+QDB`ttuxVod@i<SglE+{2OAN2~5rg#cG)APe=zUT9>*^fwz
z{o7&!G|GELxA{L-Y@gHlo&p)U>hp*Y)5Wh^opc81kS9ny!F#PZOJ~79%IJIgsjXJl
zz2^#zn2L@0!}(Pe^M3A$p)*okQ~cyoiwiAkp94&cGtYi|>_-Is{RacUUv{c@n&9{?
zFfoFsrwQW?3I@pdlFm-;V7uu4wQ;WhuAV@Ch=;+(rA)wcWwPv>diLj=frwJH1SswP
z>)_xp?%+U{0xp-aq4N~@Wk8lgg6d%Jfe8zL8(kQBkTC6^=E`$xo*{6%Kf^VTQAzEU
z#Ku_(!cJ`1%Q0=S0ceqcOGhU%Wym<!b>RhavDj+RC<`6ep!8qoV9+>q=TZSNQ3$eX
z(^0VlgEOxA-nZ^N*tu#qv<v)vDuW$oHdO*o1$WJSH4s`mt<^)1aDioQdO*xs6Q%vu
zOCi_hCvI*WG<k~MKOsb*w&BfDdou5afhm6T{kfA?=ImW}j>HBA<O~UoQ+RZul6ad;
z-dCaaU2$+@5{1RLW42wmVibAvL2_JEoJULatV*XQE}DAG2l_6Ax+gbPl5bvO4)X6j
z5z)5^hJtI5*Br`IK?K<$;0Dr;{6Z0Bm^S~&K$6PqetpOap;10r#4Mn9<=r3#4<WP-
z?wYo#eZEzwjl(qtY=`b)yP}wrWWq2f>^F%Ny%kz}D)RQaI&%<e%!dN8lS0n_tfZU|
zh0;ePS|Nxm3PEr3R+#bzP5%_VJ=@vw;;xwL(ZGrF*Q*cobf=c?%$lO*4ipQd#c9Em
zbnxf?c)T<;{2~cxK3ZxuJ91T;_n)5B&r&P-JQEK0kFHt*e5)gu4{tp0e&8`mI8Ivf
zR3HkZspeZN{Z@0wkM9t^9Y3l3q<cb+w6_0%WT<~)?fS(zjU4X%u|V{BM(4RHLgEAH
z@8UII>}dF1*(BRwkO$fG!$GGj)9D*diy)5%W69y+@vLLX*2MX^*N5i~l)I{f!UFY5
z14U`@+i_<$VCj!)k8|*R4at{R#_o1yff&RA4eH*9&$rK@KXICRK9@h1Yy{H`f5s4W
zQB7OKScsi@1-m|q^^KtJmXY<4i&2~Y(RA}-#u32H1FeNv$%O|$huR4jQ(yNAdVvf{
zO=GN>eYMCghKgQXOaqj|dE~kG=c``c$fjVie)w+z0fb)|<MsUQe87U6tnp(QXpHwY
zM+YDrd5{J>A=gBiI1A$@l{urDipke`lA0p?F_)5_hI@OGdoAN7xlX9u;_Gy*5pc;M
zzw_FVQumeSu-GfYUGSULDzDK<3RuRzW*u}>wzNm!R2|S#Clzf=^(r}-cT6oTp(ZTM
zTp4s$0CL*X0t!1+L1flZlul5Tpf;J^hZpd5b)~u26_uVVsM8x4f&;szm^$I>%9%xw
z*la`YZ9lC-ZNSI0&ix3g{4)+sgiOVy+?Askg%ey;RZ`&z9z0!g9)G{!-+n&aFnw1V
zpyfB2qhmi3Jr{Ni<YQsBK9+XJZnP`IirwPR1`uHT8+XqIE8CmrKfIsU<wBB>0D(hh
zuTUVf?Sdn7x9XEP7{qi&_0*H!F+{oH2?#AXZpdQ@rQ$c{nA**)UY39gm7@-MB#L*h
zsXf`EG*Kn|#&GNX$u>TPl3lM3Ic~BX0vD7FU-+o>eVSf;!nta`CdgacjC=b5=G|ZC
z43HvLzB*#ZtF&z1a)L$7{5&R_v2>?2<}oJfrAr`_1)HC(2}5K&)deE;#JUViw7PMD
zE)*5$|AlD#i2^^IJ<g7vX6eEZaeOj>$1BQ$BZd8VvruMDUu-wOMh|ZB_=&}lzB8@L
z?D)PB35`q$k)I#CzSax=Vxq_m8W;GZ7$9#S1-Yu)%t4xVp~e@lJ&6+~=_k8%60un?
z+Dsw|m1wNmydr$narcNz?aesxMD6YH=OL7-V`};Edvu#(cJf3c3gzlnM2+rzRMN$S
zPWHu%R|^@%S!^?J`_)MYsmE~4Z3^ak>+<d5t&Fd}?dQ{eMHKCA6RuW74TGPkFM$8$
zT`+e0kFTz;+iQm%)96$5xgA&rE@wJ{b=2t<uH3ep&uE5gscBtr9-z>4xBOR^81rR8
zC$U(75L2Kym$+KJvgFeZz6}B=CTEyc9C@mnW81H#z;E|KJHl>6!3$CatE-9njv|q0
zP%H7uPn#-FpB&hl4Hr*k(5aU<LI4A+KJ4!X-bnIq55SdZ>IkD@IBV?JRq!&~3!Rsv
zft=PVA07toS)~4P@3G2zAlW8OzLq;mQLK^3&IUd(>u9SM=vS4g&kuJC0gv&VYXylU
zs7+C)!1N^RKnR0lBFM(ZQ<p!XYT|ibnM@#6mN7dr79J0%K<O3SD+jGk-2ui?C)Y6!
z-7JoQEl^qcc727YE3)B;npyx@%nS92E*hT<tS6cy|BP-uv+-qF<|@sjb5oUWoyaEx
z+r(u9L6+^)$D$wfwuv41pe5j0wss@*i0T_%QfBLQvfKZB#;+d9J!%+NJ?>xa39gQI
z|L+aL^E#24!Ri|M5{34wtGsU6k;+_cLgbLm0yD2Y@h2gsxP?HPGT0aE;46$GU<Vp4
zjpeH{2f#KEFVBIj)Mc&2f~Xt~0Jb7P%W7WLNu(Tg3O4@Z7lyf-I8LG60zqYUcXOlH
zeUA?#c@8Bh7-L`<$G`v{10{hyCFR-`Ni~Ud$d)Kl7#(rqjlDVGP~oS4v_2ZmjG;-(
zdiU~kQg^e_d)7`*y~15&{)MT4Wy*%Vt;^rX2_StS<R_7UM!jK=u4)n@v9f;u138+^
zkDhf(n(Z6fZ8Ep`b$8YT6b9GUSqD!I;a0!z#>HJTFzxWoxB=Lhc?fZDLxbx0sGJfq
zfY)VTB_+nbDsfo`Fmvd=b|w;7ZE{R@WRInKLGhg->-OO)z`f%#spax+t&Bm#%`KgA
z0+1|M&dpAL=WS4tqq}E*YGt<mll@MXt8)C+ldtM=Q<(7>%h>)XW-Ws|hhc#-88A1Q
zP2^Rrk!|&1u1^0Hb6-WXxniH3MW?p<^G&$|p+7(aQXhx3sv-N^3+JIokJ0AS_&}9Q
z=*Q6f)OF^rxYzm;1I|9atw7G}9V_}e9>Ces<<D?-=f+RxP5TK(q{bnG&(Cup&<ejc
zOE<HRd5OK6neU7gteF99mThgbEiIg3>q5VUBcZ7Ge&sc;9|~cfA7dMS3NAgv6kYIf
z7koB8Y2D>s@1MacbgPbkh^(Rjm~#ofM|VdhjR!vt*KVoLoVM4{{Fu!;M-Jq51Ow=a
zgZF7;Fk^{}6pAyyxrAtufVZG@m2aL+O<G2xoVLc4JZ%h4gA>ojEuL_`oI~AGZR@k0
zZ<=c7AZqcWhch8uj3XlpOr&{tK_=$bB@crAf~#{AK`N4#TyhAwi0V|Am3(ez<J;B|
z!&(D4j^pRYt4cW;67Nn-@W%X-0|P{$yT<fvk_8LRE8HD|apeu?#ss&w+30=tbU@3S
zbZvpTiB{G}hq!edX_Pfr2b}lzTUV@ix{l8*I-}WY8^McZ=gSERveQQzhoX!XXbK~l
zomB_n5%(|+-6G<`(-go(;z3avkp`rQ1P5=dCvDfj9Zq2x->Ps%=`?wZm;mw_P<V@=
z-N5X~)_7V<08HyJ2N-thg01`~5&7j0$a0~?VMlavt8FkP;H1)VA01WMb0sv%4ZQ<&
zF|?quZ1#|v99NnK3^^w`=;~X(E3NC^<T*Nr$QBhI62yfd<HXupc~&$;FtUC%X+HNj
zPQR+a{X8=d5pw03fJj7x@BpAU1gg7(reM>=5&G&vk0J)pGU={CYqE9SETLFxj*4TB
z(U=nuJ>VPl^Ev4uO}n|#L<Ji+{=jm*+Y@XKxP(Hk_G6E|AC{c$zfV9+a$U^X%6`h_
zU&Y|f5cQO>y=Z$#`sT~Sv)OykTn<e}{?zE{lHXSmSFuf4IM#J@Xavxvr4B8sb~vRB
z^0^z2_B<wuCg^z9@7D1*F;4s;;9z$)^XZy3&{l4G^Cv;^1S=b|+Vpr<+oWG|XaMtv
zMCx%2O%%%|nJmWK2L&s3ge$AuSHY2ygyE77gi<h(e>O!ZbdU(3VM*;lj^Glyphg8V
z)iYvdG7iUyFzpKnQUI9T6I~Tt1zM63ElH~rX9ux}_;3vhtG6oN{IrQK#gJqTqG}aM
zM1y|m2?%v_i7Fzu6$z7|lPwBHrzaVU|MF^GKY_{2yR;Eak`vvZqms?9^V;{wGqfJj
zBI_Gt&d4?#BR<*uF{3!&Ks$}Jrw%>Bc*rj(j|HBupDQ4101xmUJf=suoAgnSncx3b
z$O}4JgklUD35Vd_6&7QVuCszgXE9TC2jSfY?z5Jna)dj`z=(-xKb$soN;`>`MU(Sz
zt5pWlpac%#1tW^|=1LL7gsqeULw)DvnS8TB`4iLG@9+T1mDsa(G1l!f2X)4mB^d#C
z@>?$6W>sJAj2b{7tRv1Et_j+`m;;*;Po5%Y@e0yZ-+^$0ZyURM%dTm3Yc9vRGR+lO
zI`(7X8d9fNTfinES|XqmtdrvuJc+uJ={$-3iDAS{Ni78Tj(6;_of^?&egHbrF`Zm*
zJ;@ur7J&rb^_gycV0l#{&uTrIY>tmE&~byPgV>bwkP3i&Cx}DfTPSr3E*Q$2EElM#
zsL~yZ0tz4Xz0<X)RzJt=XrGeXC*V}%do;TM`LM(cM6_w>@3-E?-dJB>3HV@KUl-)(
zjXwRFU`a=uAyny}ScRKg-_=2*-&km(B;Je+5>C(E-&ffET|sZ|{ny)HjrS_jU7O&O
zBwkbcB^F8j&+;CemD<Vl+G{&Q6g`L3E*%UO)t%;0-)sXJUJ;q<w$}f?wbFc|U{KTY
zw4emj%(0<qKsedc60xB}KsY)6DsB<kIsdZp7}eBRh}b!~()e(ov8g$^|IN_*I?2WK
z?*rDagMaGGf4O^XUk5B{#HY}xEeSZ#+8~&JZ~A}IyV<|en7-J2I{ys!m&cce58cJ{
zSKJHA&du_FG5y&8eZ?2kFB$ZIEoXDH{`bBF^`ZO3F<8DH=zomL_W$kqACe(DF#Eqq
zg1}#V!cS;aNOo?nf4)|lvKS0$stU{{7W-fN;{WKDyM?d;x&j5{tDOGT4Js%H6H}UB
z0E}`A>kxD`%$GzNjFtQAlv64UH2_yXZln43!+%iV42ZCwF(EM+BYd{iG6=-VgbjF)
zZ=|DL|7&S2zV`U~H?O=qwZp@r*oyE1z5Jg7yXe&IqWhpG;FtIP)mcSLUp1Ho_w?Y|
z<|Pd(ZI(`Ih3lhz!y9|T-CK*tw%;R1iYirsb80Cyk&{qZb!&Hm_8p*3k8rJ;=6!jY
zQ|G+cGV-miCiC(!MuldzWqFPwuNt_1BMttO;AFCd3$1ku{W+O_v>lput1Q`UXr}$}
z*r$boPS+kvRorsCqz2*T!84~kgqYjv?uln!dYw35Vaz7Mm*FWuh>RV<VD>jXa9MGF
z-m{)n$ZIqcZV<QHdm><kWHMO>dO$k^-u9Ns8s?jpJ!p@iiByPDxl|h015AiXTd)#Q
zE}m9j^j$O(82fRCxkliEM44vYp?%0yI@{`*ge-;2CHJ}TrRi$&t!=Y)KK*yiwx&?a
z{qkUxjVa447h%?-`xH|R+92;~RRU5))^anWA?7Kia!7Yz9AE&AaYJCsJigSVN<N0a
z+|hCuDU%V}Nm_zEB4^^^+8)K79?A+Lvh9rkxc??pfBhHaGC-~kQ30M1H4+5U29cF0
zmzBLEAZ9k0fl*s%!oq6Y&k{3Zp3Y)TQAsnzJE+E?njokGm*7Y80W;Fb_p3*960J20
z*I0X|K#}09$_%h70gf_Ml6YLSL<RDXO(0DlV>RuVeTrJGW~~2+e$xG6F!7|wtX3<X
z#klJKc-c|0T>~a}p8`~qTsLu+GD;@frdRc>`Rj8?6W8-~Gm;mBk89?GW;{J0=T5!r
z?exqLjqnHqtWKDwg9SrwbnSRG{!P^u3XitdH1dS{5C+iv^ruMw31G1>y<D9XkRtjU
zXv*g3^_AVz$oOK1@($Y#iMCP8**z91Ik6(41!?G4EO;w!25rd?ME$V}?M2b}P)oo{
z%1gdtJ(#CQCVA`W-i{zY>b7{M@Bj<ueur6~0QOE*@-*DdlSsgH`qXHQXIbIxdxdVx
zzME4Skqy8q3kw^9ZXxrBV%{i?1y7P<1PwYYZ8|D+$K*gfiZO-x{ec5L`FEn6Zt_Ix
zYZ2lFH`^a@4@Zjm9N;Y+mcFZKglF}VLNm+=PshF~Cgo2*{l&~!`M7r&;K;(`p+WZv
zEt~W6{G1dW*4MezdkUpb)HraoSzch!K<g_`A<_Ui#?fM$ECGJ)3h=cLT2EpimY>ON
z6ZV3<6+Q9+Yrz3T;xb#8Ovm(A-L&uD{D>lA)^|rs&X(QQAs0*?!#ikUr_;jpS5pQA
zff+Q*qhF3IV4tD2oK&7_J$ElqooCYh_8v+=ywz79A7<^AuTDqzGgf%YKHflh4AH27
zc^?5}8+);FlW$7kKGLrfPF7Is!TwbqLf3wTlO4TD$HAF)<0ThH7P&`3=><e{&csJ!
z2UxT&8NO8BB>DxH?d3uK&FCqLG25J(&jjhmFxX+gR*_6K**xy)K@#nK@L(Aczpr-}
zDKAcAxCBW0{u(Yt99W&2=el_fP~QwDt#|+|G|OutkMzRdzbZ(pJ6CpQUK&eI8{uDh
zcw%d{+}@w0Y^oZ5`qO1K5qjBkqfMfK-;MLIY|@_Aa`_8)m3p1|Q3MF61;)#J=?3%-
zLxsiE8E*+)?M+V9X}RQ9CLngeK$1A&?3Fk<yhMeF2Zin^0Urc!D>FCAWDw9^W!VE*
zC4Xb6xBnIbokk`D<`#kV_(936HJcB`6>+v_1%3}7zz_4Mn_<LKsn36PtjJH-F3xl(
z-d?58s|7}J+px;tO-W=T(gzcAgz^T?x3{nK6Srkgf5|n<OnBnQtlwi>B|kHPqyEDA
zH+h)-l^y-C_m}5y$aL>0<*U>`I3WrFbJL#gJFj!sI@brmQo$!*`S5w+Tj0%<Vo0pW
z3#v3`oWoPxhQ1VvVM*eS(MXEQcwDcw6(DhrQq$rM@acG)rpP(N$I)ZJm;}%|9GTI$
z4``4(hQV86napfE=Q!IN1mThI?ffrp_NUKQk3warkNGM5Y3~gPV&<=w4qQY4NEpOH
z;-g;rVwrCUy^}V*hBo+ayQ>GuU)-Qm<FHp^{@2A)W7_c|W7txkw@vl+oPAzmo754#
zi+W;3esN1+;*6LBq?1Xy<n|s0TW2g1PPnDZ1SZ!wzb0yZzL8OF>I8DEQr$oJhlU{R
z6J|3^O_1LG#5q{M0a`=*E08&WOuVzlhsZsb5QJY!9YReAdQnimm&&An(564!yB>GN
zv|S%b`LEWifrFhon*3Y1^zAsB02J!tU<_wH6Z1bKl}dj`a!IJW2^CYhoJok^E=V4<
zuduvoq2fgoe`?)X4*Br2TA~MHjK^Ut#=X~nY585Hcm*xc9HVZ69-?{yewoTov9WtA
zka|UN;M<z*iUR7O-1@-&Q<Y(6)7teK-pSp#;CZF$JV9^*h>-p@GN?rxazcj-lL`w2
zKbsE-LDO51@Lbb{3o>;vp^Zb;K=br=0=F%|xC40LozsnrccRbwtNHtIEKmz3CeX+l
zW<l6VGxlwOLTN_jAKhvJDy5$p_-G*8C`l*f#mlf?tR@D1mzT7j^N7&S!WHohg5D}<
zUL>{D`AhiIE>^H_lwNV##bbM~DT@AecXcvKhx@%mqr7T8Wsl-n5Nq|QNgO?adsCMU
zlyApo$=~sy)ofAa4_y(uwGovmB<R$Bo;r3bFT6KD+tQ52xyPviIJsp&V6%uU=w|aB
zA$~2T1$Hnr2w5%|7}m;AwX(EHRewn`_~N|}EUDyMw@+#ldsZEtK@b~$3o8?|f1epi
zbKQ}x_Cv_aO=?*{k=eY!Mp4X5_MF-|XN>1k@}O}d^NaqLvmL_7^_%$ndTP>8GU$6D
z;_sn(;<lSz1w+$tKw@`j>Sw1=Xr{J8Ct+-v452|3(wt?g42I{*9JAsn=B*^+jiD1k
z8l23LsOisEkGGep_tzYcgUh=62Sw&kBcxl49lf(c>yvDH+``~F;)!#qAtUN<Lg}eO
ze3dyNe0XhDa)xoXf!ct#l*x=3HKkogOnp*bX@#i}lTNr|fWys`<Cy52QG}$vSEh`b
z!i#|uMPIMO7+gJ0=dmLB%EnR2C5OVeZRW%9NB0TA2T_^hgDG&W$WiH!;kU^u*)TSx
zAW3F@=scAfR~jHecPI9Dsq3pKP~TM~upA&;%bot2fbSwSd}1Id3frNesGQEgsIM#<
z);Gayi*;X^*0GFQ$9l+Ia<lUfp6}mMvV>?M2n&XGKnd9jVETJ^SJ*$xe;|HfTlz@O
ze;+=E_kgR@-}MMcGH5~!CT}B!4@>Q4-NndigdMsJ3+$a$G27J?nIvc0m#OL<Q)#2u
zmi@sg5P}BZ#WFH*J7QiOcH<q)GiMv8{)?2y2tg#&18~8Vj(lh?<Vq0nExw7B7p}ry
zr0qCq$b28ZF}9?vy733xWkN1R6LajEpR}R}0;hnoMhZoiGv7~A^kP!{i61vZg{Hcp
zDv;ML5b<mHVvhrf#O!cjYLnG(N(FegseR<WUU%?ax-IWr^GcowTeG2bcPc8@i}}g@
z%Ft78p8(gc3!lt#TD7A7x_d))e**59U&C8nGeuSV7XwRHzIc@o65@og`7+iemyWG3
zeh+Y2tO5puTb{15A5wnGZenoGO_%NU1PBruC+k`?6WO@EBMA!Bq36Y{$Q-YA?KR`W
z+Tr|Z9I_eV8*65JzaIznaHTv|Z8^vpKuUsn3IXbO)6Zjf?F_tvCGen?4K;-;5N@E#
zk7oCLcVZ;m$A$_7(vJSo+0qn4K52JC>|V+Zl+rpdI!9Lo+#8;b2@KTa-}294qZRn_
zWS<}{5Y(TQlxZ?}r&R**pV-L4Ohp>mJj0pUu6Cg27M6F0!P0l=g&Fh^fxMQ#b)E-i
z+ybb8A#C`>tlxM0jKOgCp<;Dh9cnr`*SUY$)~=KuaNoDkQj$wa7rgs#P;lVMH$xi)
zG(+F7yPs${i}hSf(Zap?DKFRf1}mX@$J+bp#@`2Vx#+@Gr>Ic*p5N~FWdSX9;h@0g
znKZ^!?8j3fstJhcGcx?_M+W6<RVV@Jw*ah^Vl?<!0~(_c?Fk=VlDQ34%&GH}v7>V4
zq(uN3EEe(8rPC@$4J8(HQ48iKIvF{nPb|iYPP9jiWz^7K@NI-8>H2NAR~$`p2djGZ
zAAI83cq<`N*v_?C)x~7w$)T>@rc{lM@IO*EazmIyGD7R>CHc_`8UtFgP+<EhhyV|e
z+VLb{IPRC-gRq%TSnz7Fb{_)n#=MAX*ZjvMEgSonC+QA6u+a=TFdiS!k65sqX4{hO
z)U`ImgR<_pZ(2kVmd|yW1VQ$>yYlZqZ<VQ$3|lJ1hi&fc%NY=7Mj2xi&!1851PLq&
zz)^BT0eP71ULjBVtn>D{zV^QeFagQc8;q~anI5%u#QXAcsn`n_{X_gPO{VZWjYRT{
z$qxHDj@SXBMxw;T3ygIX1kiT@GP*KDU3q^ldh4Yb3(c2WG00YqDh<t-PK(leu2PUs
zM(y)Bnfn5Z`Sj(f-VWuSmF@9&MGhGYet%28%dVh4q;O8}OY5S#k1b@wZ3aA&U|4fI
zeD)_xz|5eqU;B(>@(1n1zg=!-V8r;^cD~{L(EiEx<z_d1Nw;sl1wQyn*t9pi66w9_
z;U-z~kt>VO54SHXnULp(wjNG6!u_)Rfb9>oN05s>@zJx<=>;=zo<W$-RzQ!#zlbH4
zcL-@nF_>h)QFme%#ZiDg6a&C2e{+%kgXM6?XV;JF#1GUkQj&{|dqPLXs@ye0B%dSL
zq`oX}Z(cfM!HPE%r?*CJcvq0*D)sHg6UsB1oMb%O1L9kQFKX<m(M-xZ&6bP#tD4-b
zP|$}-d3H9^xE50e=jb1-Tc1?3FELS5VBgX+bh-m*FTa}^GP)3l{yV_76^$`AtrQ0z
z=+j$c;B+u5RC^k#NN~&(bBgJd49KHB7Y|fvl3BWe4c~-R^lWRHsi3L^np~x|ncvEu
z9qE(^Hdt)_`|4~)&XKrPuD~!y7~cVuImyPRTr@XCBD>e;G{_MKRR;2W<GF}WOYF&l
zl}AhV=>ouvw-gvS+rt*-0S18p=A;t|xhD*()Zc<sL?|^Fr{pcpy@K%-HVBrkLoD7q
zfx*w~nH2+@a%$a8kk=~{_;Di)tK?EPE8o!YVNb-S<i0%Cu~+f;%N-`$iQrWwIO%`)
zFa2kQ&cVv|4=#@m%#oH5iA<gLYX=$`;P<5U)E_|15kI5>U0f|<zsEL=$Gf7SEA;!i
z)5D_FeUIZbK%PjgsXKSO>-u@?IKw-Q;IW&4pBJCsySjClD#B`_^Xt9fCD(e8tC2Y%
z;#KN$JpoX*9pf7v3PkE-#CS>m%;G7RSI^RZ-;=K^8|J&K8P<E3&WN2>H01LJOnpt%
zCL%PDrCOrfgbI=E9@@^KW$GEygk+AugHW-dhff~ooqEa&KW(`Y&@?}jdiX758)TLi
zbv>Wy*afqGJF8@=>nx61Us9D^IrWw6R>~RV$c>Q!mVKrJz(wtZivpkvO*<)hM(evD
zimPSO_;nQ&CVuj8kAQ~MBxVT!lIXN+8VnOA<5ZuxWbenlPt$|=4!E>!@3ieA@jT$K
zehZKtutKSpr5Kj5hoD-qh7$@1pQY}uW^fDsIT*VGR}Xz!->yb#O6e7yd5wFncQuI5
zXo$#7#-zy0lfzpz-p0&WgZ528KeP$It00p-=V=PvAxuj(W<1YW>QQR~SiP1Pol@qI
zWS*z)k*pVsMsp1x-uhCA%EgoL<PJa1E%c9xk)iE|sh7wd_ajiy?F~1a{?H0g2krE>
zIElI|rR$PuupXoC;#6FU=!&Z-&R#RkN98e2dS~&zJ}IQD-ZbVw7KMENZZ5vrCK;KN
zr|3UEG3ErFshg^|Len$~;BBdw{&@0m<~!Aw=><>OAtThv@bw1yKBcFZ^_q-A<D~z?
zM(=*qFRb@awbO};C(j+!s44pgCs`ZwVluMd40lsGs}FZa6N>DEI#0tR$_M+XT<+5t
zGhVZECH8Nli#Oz%vp-OLWFR{=VG=tt<VI?r>n8aE=1?<+!$U?7fW_1BK)N&Gz(W`r
z3%DLyGUT)^TlP0Iu@Dp|OKKk3_n-Wj14aUtu<-I7-{QKpnXmk`qr1cMFf!~$b-9Hl
z<G-hUN!m${Zk3Qn+wOZ@T-tz(u|~KauzmQzumiK}?I7PwtO9hH2$k_Yrzx-CO1lgS
zrOU*9j@Ii;{9$%n0Rg<Cye%=Ow_H%<_wrY!3*(K*8p+%u!^GOmq|x@=z7|I=;qdnj
z!oO+33iblHt|+5;=!Yk!XL~@1Ql6rGwYVM@m70GW#Ce@$jUVR!K+5Mb=PgWHi<sI)
zGkMNzjin{IiINXcX!mzZny?OgWaiw&GNNfwEeR+M6jfdV0swCm$8!!0uFba33cpyf
zh#JebM5P46O#yovipeD}DFhM@A>)Or(mdc=?eMDMKKDpxnJY6UnKx0%w0N>NAE=u(
z1;r3UoY&WOG&KI4`|0Gl0_mBk)Ftl8h>P=;-&0&31s#Y6IgPw|W_M>+XH6v@mqo@L
z&4fRv8?u&03%FEU3aTVFh;*!Oe}R@W!J!!h;v9LqN!`??iRaq5OTo9nB29?TC91QY
z3qX`k6N3ewZ71g)OB^?rRoiGfxONZsv-Ro!43`NBcVK4bl6a98Ae;ydmm(LGVF`y^
z6X=16H0@-6DDQYt@((xp3Ajb14CkQ{ehE{E?^j3+1LO=i@Q%(CbL;>;Xo)&o7%-m{
zd)r{bwV0<aD4FJOIRaAcXv$ujhj&_oMfKN(-K!ZEoEYLJ+fH7xqXd+u+%{gpbah<;
z-cG_`2fKj6PrRpLL%A9|pPJO~A85<Pm;>8-Sii*%K7ZBfGuR0(_p(f84Iu_FZsat*
zSJjj31BfsZ0PS-4u2FPQJr;We4V7h?oKWB9=!9n%QFf!X_hGv#f|_YoIGcXp%K2A=
z1<*Gq{pO7oLi+V_hTOP4MArkvXA6AJTch8F=VhTW+Zra6DNpzAzMGFtw-iB*OA6aq
zWgBfHpcay!x6tLaiv^B^#@t>398_eA^qoma9FQ%ER2?7A^hwo)=5VFILlS!f6IF&u
z(HkIN>DC&Pcqfw8m>P+oRv&;;Cd(8xkch82+Vkg)u&tF#Z8KI<4>%zeDIChtIedO<
zmHYAN2Bn0LWN)OSxtLZli2EtZ<ESfebQD3HSG&p>UfEO+6~2E3)SE%I(h%)E8XLNo
z4FDZblF=eC-1>b?Qc13V*T00zvY{ytVUyVuM8Y{MKqcx))Kmw-Ko^*FjzDfrF>Iy;
zR4^W4;t+IuJPaQTQy6VuLBJ?xFXztWPlo7p7fwGHaN5h525}4GR}d9GGx!Q#7w5*h
zvLoUZa`qtDl6vU?&$=E27oIZ}rxiG>rm)IB*F2SFOC1yZrZDtI6OSI%VlWIjAx&~w
ztc(3Z*$>^OCkmccF#yP0p&ilx@=jw)>-onbbLkkG7KD{64fNy-vS;P~2eL;6uo7{w
z{l(<JKzp{Y{lAd>*FN*t{y%8A%3m;_gN^l{{r{=JXaBm4?VqN96!`z#|2Ho7U)p>Q
zw!gCde`)hM*#1+f|Id(rA@Z*l2s@6iBkq<j=syMIOZYEb`c)g}U``7pfzkQr8UNz^
zCKu5DC?IU?|IzwiNI(78B`sf<T!4I;dj3c2UtIsM;{U%|zdHUG#LmI?-+PvZfFZ{F
zYW>Fu0F;A+{lB+jlETyyr8S*Hi~eIE@bB&}LDEJ<VbDN0{+a`PhXMJz?VsM${7GP-
z(^SP^h`&((>wjtiXb_x#f3|;@0=`cE9fy;xg;@>e02zdX`(F>u$=*U|4r2iOrO^BP
z18{P*<U7F(BcutHewi3>a<+Wc1wQ`{^cA&63D3>^U$js5wB2J+8o;8CjSK21`iH=;
z!e8Jt;uQ|t{v~BqeH=!VwYAL+=R&u}@e~pf33yhG;IEI|9_D1S5~+3?;YwO^9u<V8
z4%^*vtar)D%DMF<2xGcMwj-X2&O>_<h?Ix;6-d~Mr6{BG6&K7?;NleGXoVy;Z8r+$
zcj+L8Nom}C)G&1P8USTEtV3;O3cBN*`XO1u8ai?-=rI<JXJD!9;kiJik-D2+n)4jr
zK`OF1kWk1d0f9m!X2pRrx_}~0Tc(OQVP@zBEah+&smL6<Of4s-=9|$1BHh7aJTSg|
z#~vPm0vD;dM0ATNXjU;%q2q=W5GD%=Ve=^kn7KV=sgfIRX@IbV8MP^Tv@kHfU-GWy
zQ+l7a5yk761aKU5AUe3*2vWpw2A72tv<xN+CNO%MeqTtB9S{vx>U|={#FVm5r_^=<
zk*bhX??|x_rX0owmpaRwwQ~HbJOfBUU%Xb2FeD}GI9jg>m$4}v3k{VN_&V^ICD!Cj
z5tR?(QaRPmC_t)LHcFB>jASLh@S9aHRhp@=%Iy9-5EU~s#&;r<q0#UmGEgfp3#Abi
zqLlQ&DeV-zMg}2z)rTIqR_bqxz+<WPDIjmA;T%G%DnqAWmY_tkvP!EwR?;ve13FxH
zcutTY$@CW6wwf^M*d2pJ4}tXs0pg&pf>8rZyfAYp%7FMwBWyGg7ft6WEs`-RJdbb|
z88VE+F|7T_;kc-+)8lcO$J}U%{q~cbiLGV%k3q+W>%tb!T)3a3y20;OTaO4nl3jjk
zP$`8TdXF}bsSUHab@mi?PN4YQlSm3|3Q6N9&tm-kmEM#;pM8CKG`c_^^93tuyF7el
zJ`3JXO93DN03IZpo@6g_5ds%A1OlTqnD4GR8Y6(UlOM@8=18IkAL_UfJ!OR&YC6+a
zD<A-TKIV1<&P2&TEl+-f00A@G{YeIkf!uNg!AMCpqrVn8GJP<-;V9iW3w|JJkk97Z
zoDSLi>N_<A;xOrD(<T81mI{2)j_(q3>Lho?A%LgDlKo;$hiVaEZU#BvpiISKsU>?<
zM%wwqY{>*^)og@n6T&pB^jlT)-VU98WIaYuAi2c|^=hXm9yX86-g=Xk3d>B)Pyy?d
zO&V8tP^wms2na+sPUcVi$~HG(8q{Ty*W(*sj&j#uowhefc8Cc3Q+;0!ygk9zu)o@&
zCjp6i8yJrR`;k4GB(}3)e{4aoKnF~MIC$g7*vBD~Om=N{wi~}oJ7MnyP8S(DRh*db
zKUuScTSaj>;)TSU#DWqxrh0x`=1L4CcSCX6f1;78jL{=Wb2aK92H|>5ncyG=Ds|E8
zsfGBN^&7!Rui@4?n0v~YsB#G#(;GE9OAas^=zZRGATj*Y<0+04N?85tzb1(_$Hct0
zKTEA6F;ODJ#>w<*>AsN)*S=m#3tkC{(N9R~IVEu#$&5#(dsgrIxE=I#cGiBP<;r%S
zIIpj+7=;S`RVDbLCMZ}wj>B&|ukw%^Bk4xkW`VLY+}!pIcZEi|sgCp*&U#9t6bCpt
zLZ=cd@e(f#7zDeUG=a0l?YnOd`jId)`O67~dx93laHu+HCUUPch%BJasobceYdOj3
zPjQfjQ558~+I8cbT7^eN<WoCe4Gff-nr4xA<To3mNFMp&2I*g!9Oatx5A`^3<6XCu
zi&R7^UzrO5d?AjW*D!J~#!t8WotA+0cQ@|dXs#NFCzDxYKV|j^i*+j&f{C|9v4~|W
zohM3l?Knz#3hzarN51&`_{PRT7J^DPqqml>qK}U*XC3&NHK~KmIe|l<w5$13Q;ku~
zR#mLoZ2RjA$LrDQQh-1ugMZDL@h@A&kNnIh%KmW-RclQE&siK~|7_b?7aibzct7sY
zaw~|rf3$JykCFnCGe#GtnI^HQ_;t%}{wLF*msIMn({J6Yf)oDopjSj0!TZ7el!}}(
zCG!dMx7(7U;UJXrXXo`o>1kjjDYRZ>%lY1pmAQ&z<B0vAYF(L&X$^12w?Hf!H3|#Z
zrcl=v!Ea_73TJ<4PF#yx@`?fT%mR>rI*8oiTIP)O*BE9%-*&%ER#)HV)&B9_x2C5D
z#<6>9IiYo%npxjRspuI}>CI8@6_0uo^|-S;lNA69Pna_<)~c1EE8!8!P`Nd299>bf
zp#gzL|2<-pBY3>GzTa<kGpaG|<qP_j$uJtPiHCPDQZljgnY^^a(q@3fRyxK~!>+g)
z@kOokxc%yR=DqFHnSXfI(5uER`XPz2LgZ*hi7DtRh?CzgiE`k>IHR5zn}@SG?WR;X
zZcepVg4+j~PFU}@1m`KK9IiN-n1KCiVAV^dx&wqK+p{2w@=)zk)+ncc)x55|5hrgK
zx<m89@qk56m-ipW2vY#q*{ozxzsG4DSEJEuyC~|^r2s<AGEXCi80tQ`Trm+ENxh%*
zv+L%($Mg*Uw`W`ZCZ_nyhODr5ud;t_N_mTBz<~pGpu5%;pibq*z%E06Nvw%SwQfPq
z%^vXn;MFyy$69rCuZI53m;8Mfgp1R=fO-RCwuC-($r%?Aj2Vf|+$6qb)`Z^1H1}o3
zFg{q<9G<CHpZWd&uyqd1nT64sjcs*o+qThh(y?tDUu?T$JL%ZAZQHgpxtN-&x%Wq$
z_v~GJJ?m+_5iWP{3Alyou;Qf0G%gb2x?VRsAXjw_8&tk&4-pxG!K=)yFY_0oItwyJ
z?-Hwz{Mlh363l%>WI3)CP>@C|5OG{4PBVyGQ}XL<Vutp@;H;s+3oHAsf=ch<y`>Wi
zi2VR9rToKmb@f4HVwkX$e;eNE1(~DpHcoJ%C@i@~*K<1<AOodG_UIg;GI2jTb^QE6
z`Uh^Gf%o;zjJoD9QuV(k@JQ<q)o2jP{mp&-`xA$K_OkYC@HyjPv^)mUf><CBcBLI+
zZB{lb$cH@fk%vGa?Q2KOmN}6SptSggiR=Ksb|P(uZ)KCvO*e@o)%~DvgtvU?Fu@Lb
z*V>I?D>fy=RrGh8=VR>~5VA-S1)myQ>&Z?iNMr(q0u{gc3zwxwy8AS$j3MyRn`4d*
zUmu0FWs-ChwU$}p4mU(Mw8pH$>ngmDtdyZ$^$Jm}ual)))|J9-BYRz`fae=$x^@B6
z2R7f-0P=sIYA-AvpWkEv@@{bT-RUFviVuyOE1H-3{y;Ue5<sURI{sxe1B9M}*d0xf
zSDd+UH!UYgP6{W<Yu-qe_A*3B)o0G%>*>(XyQ9Ic^Z9i*?CM0rJJckvM8oF*SLcV1
zlN)<b)n6a%QWL5|8Fp{i6{X|dmsx<$m37)!hSG7QE(Vv=uq!d0E$7>%yHw78R<lQa
zx^V9==|9uyTon@Z46~kfhBD{z(J~#nH5u-mNOL}v6B*Sz-1zt3ZsV`~TDne+0NfC6
zXNHukmSwi(r%;1Z5ge+~KUu$Vi8*p4N712gJ(abP7U4B6gDWu*GDsY51q?BgN;LoH
z;Lnlj|6{QNW8wT^Ykn{iR)DgfIC{5enHa&ERkIu2m0v%^3GgOJ$%=Gkm9+<1>-vTs
zfF(1p>o<j*E$jmkqnJ`Z(eXKl2$=?7Wy0dK+V+O7&zJa0vg97`=-}CtZ*q7t8~aqU
z#-{Bb0SP6&Z^!rkW4ox#DHQ5hCnLYGjD_aG$LNXt=fgI;wepLu7C_gmro>=ZDM7pC
zx4ln6QiSVdW5cZ7GGqNlve(C@g|YGjc(qe9qnS*T?MDR1*nmd*T-&p3JIPa$cCS0N
za%N@*r$2%_#h=#vGOKh*)MAxH&PA-5D6z5k&-mlARo6t$*|P1+_5o5NOYRiSHz}L2
znD8Q2RAvylNz++1PJkQPy!yfE*bsFAbYIqpTeBKLHCRVd<$yE{o*896X(ZW%)^)Y-
z7nz2Q{!OSVNc-d;g3X0Z=@rg;F4ptK^$I|IsR{q#5UR{QtsE)C8-D`}`0?rLS2)Fl
zBs8)a@xAgEq;WzYw574Mak}Ye2DHYCqb({wq1D5gI0)Bx0H6Y7K;HzujWG+Om^?aN
z*=XrOJHv!FN<EyHJ@;sTmBH=r&>X_CJpnf*sJDfH5vnm&W3D~19QwKaBfopD6s-^z
z`TZ8z7TU2)-z<(nie+k!YI~^JD}8@?hA{)P-!^D_C@5Gr^SY1vCR*vC@lxtC2XUiN
zLd_=_tEKe44<L;rc@${!DYG*+!8OFwGQt9ZbYA8+@&%0xaeCU`?;MkAzYq|ai7XMv
z@vW>|bxrdJb!Hs&{vh`FA?igy?#MzS@qMW49z+9M1@tpuNv8|($2%jsPk#(M2B#h4
z=L4ICct&nx*#}V$zOvmCej|4rGWD(vX2;n~MU)7&3((NsG`A13NC*&_FwAi1cyFOw
zXEqPgR}Xj3V#sg;mo>R~SSd%?4TyNN`DseCDX(UDI!|c3#!aL20)rwzW=>ir2I)Y0
z@ZD*zf8bg@8_$gK4xd*f^7(tc5zur_HEGxlT@Jewx8RHNUGc>#aXb2XeR@jGM%k`b
zW+;!X3b4gj&sdUO2cfS@_kk-#Q#qStdtj%FzDiFywi)XxJ&UmxOUI>E=Yg~6fOjiG
zg%1LP0qL&xJ|C`FoaT@=n-$oi%2;rLUPzwG>d^U?Z!uNmO@dsyth<yffE*b|>#(1$
zL>VPjjC{_Y)<-5O=(dd%xlUbjx7Ony{U=q>4On(jbsv{D<%YhME$;<R3R|d(is1G|
zDGjuX57)6gL(LdX$?(Xw<1DhP2n}uH<?H?kAPe?<O|Vzl{^b_8ws7xeXN(|TUDukg
z-4p1`g&0TS^K&FK(cupPOYsjs^dx6U<YQovM0Ip%?FfRVBB=QZE6v3ZZVnhrpX8f_
z0A|^uqanZTV%v3Q`TMNnC3fDupnw+J`j2VPVyqtCv^=S~(}R17(SY^yjNv>5vcm-v
zKQ2Q~;%)js=wS?|^GY=>tB7`T*Gpj^a2DJE8$1ks7icz8{|MS0`*GQ`nTtCQC9|f8
zz{UM@{uZ}jK99%&Pt%8|d%Yxks3-<#1DXcY|N8ZcnFpDUl86@UHgi9?Xo>-7Zf-f`
zdQo>E@W`6V`RM8^o^U9Hd%?=Q^uD(4X@*l$?cW1yjnq6XO@{CNEs)_Uf^g)HcwElu
zEJ4zVfS#1$dmZ6-<GB&V5FwFbK6Y}f`Q6i-&4>rmlJ~;ZQ9G+#RdpIVJVnk~0TNf7
z4e$iUY74Bc+YPXPI*p%n#P0UPJABe7^Y9URh39DCvLFhoN$~t86joPJjM<yPa63vE
zlj#b_eVjS*B;}7*3Hfjxb7RP(arUwUe0|&5A$}5uSLL27Avkv9hP7{4^YhT^&e;NX
zo~DMLw$K1}Y;WQ6Uj`{tSlTe_0FoEfpA0`aq?d}PX)NPvEA)l!S)0SrtdB$b&u5w+
z9G={iR%4J8br09m5;6h1_eZPxibzam>eq;<VHOVy_6D{gp&ETyYTgK`)B{^xEyNZ_
z;gx$rsXbOt_T8?eCKRGiBaP5qJ7|Ow1<3AA8=VlUwC{Kp)Kn(=8h+V50GdQ`Z0L`f
zJT~+ZdO^?#4ag#o*^KIBY#<Kk1h~B~QC*Q|!h<AVt1l<0dkS+rxXL0+X}Yvj&D@j>
zGpxD=dav}kfr&mBp4mQ;c2jzXJsYH9cTY}|Z{;_%BQb-dm~yxfaZ?H`aCb<dsiA)+
zTp|XHdmzju42hEP+DMuf0AkU(r++HyEFIfAnA<UAnaifs%i6B=yNLN$T$Y^Uqmv<0
zz4jhfUdc2RA7It;u5VG7#Mvcp=8{bKSPHJQ$3vw(-^?S+VF`)8cH|W#jWyh?W@NSu
zh`Y{=(XtCHOlDC<Y0$7b?X1JFX%fLd>4s4jVSO_Q7DOF%_TQ=*;8&>{Q41JqhBi`W
zw`5IkWKh|Vka%+X^7(USz54Mf!SD(NORz^CY7}#K)agxQln!H-t}!dIo@TUU0S|(0
zu414i9xj**|0D|gx1<o}5D;S#g&#B|u6}+wuyOa=h=;YaJHNaEGHb4V75r}^FXWgz
z?npmi_0m1&Bl6xwz=pU<tvGpe19xxdoBA9HlL<vI#|7P5=)OJEuX5#RghqIR$Af(T
z*VFVSMDqY?LBhT7S-tndFJ0{-->wALT~*yue4LEhN{JE6d??~ImO^HBxp^`edf&%W
zOp0#$tjbM1YJ<;eJ>$CdGXtK7gsy}Ehq>xi0XVyb$JDfDK$-bG68j))=DgY*;Vv`y
zvYszzN+HS30vJPA62#>4lhoyiArD5<dL1ZdZ>uvK7gXM_L9|qia+X&ZIQuR`F6I7e
zry`IMc4iA*BeQB}^L(vT{(Y3qltehq^qdp_v9*z5-u7W8R$g50(JP0zdas!%-z3M;
zP!dvmyI)<009#2&PI%%Bh9^X_W04r9HYc;N&{K$IQ)dv%s9$tc#zNkYuhYd0d|<S1
z(_zxfsgOD5v+1a9nFZ)kXjem)5EJ~kXJhD+XeH}#il$ijY8E1=o2>21-gpYiisQ+c
zHKhZo?Etq%y<Rw0bF&vtDKwLm-!ISG#4TW&`Wgk7fRkjG-a>Jjff7Rzaj`lY{Fe1m
zR@5(UP)wl64|N+}P#uj_-7&0W#hQ1WeCPGY2S)uC!PB6VfVXK_#3c<N=U9ng`6(QI
zP~H7%k=flLzei-AETqb@m~E?&XUMmc+8WBE6r!+<iAy~Yd@KXC#%=cYI3KEpn_hWV
zo3J!NfH9|gME~0tEt^g8HlBOYA52Ws#}vEqcaV+AMw){*7|aiDo1n`}9Q<4(rNAJ9
zQv*lSt4F~{$To^M=>|}oME2Nv*6y7j)w<x(UuC5@5wl-eO86zOjP-^X0=5;vgoMK)
z0XgC7<B5BlquKSiJ@Mlhd2DOmDU%4a<36>pfDG-Ck%Di1CdiK`{XmXM{I8f#J@d@U
z>djQP_zTx)4$I@Ax?|W+`Nc6+2+OnydJgA=9JFzfBzc&VI5WhA1gV6~rQvDjA6_&q
zc@lv~#kj<??Y;DD9R@d)dObmiy2$UU&C0%Tz7O-=B!Yg)>pb6eck6X0hI-{Bt=}>O
zU@6HvsBN>a1*Id@V{^zlO;FAIi&cy^Slja2BVPk0@;4YQpOf26Vnr~=BL2=KiI1k(
z)XdSzNZA2Q7Th&XcAYNAa9(wUGSS8C%z{?TwQQAN`=*y&d8pC*0X)$Zh77pFb<?3i
zWjzur=`J@y_*d8JHtzGHkIbL0C={qe!1~$MNIaoi#`lI0v3bFLb*yA(zZUjx3kGtw
zq;2P`?Q2smR}<zlDho!kzbHpQW~Nob3e=I9tp|vy;1{kbYpv2hX|Iq^#r|F>@i;*i
zEx}W)rns_nh~Mt%B%~KYL84U=$J&JJD&oS~BN$s^5{(c}mFy-m+-Yy}1RJHl0dGw!
zZaw<YhyiU9EaJ|FmrkkEE#5aF%&)9!i5Gsq^MSw$5Sd_bUwq`NL^kbV8*UVM*gP*v
zOMV3L0g#9HoQR(NZA8cy)SqKXm<;@#O-dI`5tG<jNjriC>x!+3FRtM=-QQ|u@7|8_
z37=Ox-SH=2>>HLRsW!vwun%YtfcolKb4OAScYL9)aZriG0t2Y=MiRmkxk;>=-ip|#
zyaO(h`hmVC@4}_ekpV#@Tq_r~S5k<%w)IOm6J}9MBDaTR?JPu;!*|I`qvomM-<1-I
z3Amv1nCl`|F_&z*MSD|2>vbEUBpe>sez(<HGfvgDE4TBj%26U+w^|bcfW|yHQLmx_
zh?Y&Ss3I%hA)B4+YAgo1+gGDSyIHIjw}_^HOU{76>2L6hIUkHK1h{T5pR7=kv8n#q
z1at;=zTZlVxJx4w-u<Yo)S?Yeb!0U_u}NOa8Me!cmoQfjH|k-%2~3kc1zR^a*}Cpq
zBzqUAu_x6A$u6zfayNbm01bP~bz5$=T$Zg3dvgv&Irs3Op~iOdH0Edzttli(CBxLM
zL+kq1{M;4$2^SI^xYzf-lE|5TaCv9(-u*OGUie0En}PUkjE}z0TD<m>hCt1?N2ynv
zn7_YK){$9!IF%ig>gDs{K=EE&mY-H$><{2Dc;TlVs48pukLyJq0VDhI4!SouQM66W
zUM8fFb(lW_JdHmt)|30}&M&Di^ByO=Mg-;mM)&fwM44K<?PntVV&7B2W@_=W2OWlk
zL-<5?bsC>Z5Zp6}!r}5Y)VXmGcKX$Nr&&yxC;tfHZbm`38w-1oR~iL?DnmTXdF=N8
zBmga2{H<DX1?+Yp0K<ajT<var=*>U`?I1<Fdo}p~@~A?NJRQE_%w8q!;GTVLm(<tC
z*<N9_<9yrZ?gt{BZ){b6dg#?{#V8!#W&?-Dh}^DWAhKTsd%?6an)1UoX7A$xUii;7
zQC`i5F;q9aeuplN#c)75eDwoks279&P+pOGCO}V=Sb2W;0Ky9<##lrn^60Pc>LZLF
zu`><h+g%Ft-lW4N1xqQg#bWPUNszNt=aeL#lF`C||0ZpuYgi?@9&ogJB$`_Po+olK
z?neL+I~PY7LV{J?9QwEpa|%wtUiB~+yLnaQRF+A8>MxF~;6PA_&h~oS=Z~0oYgnA>
zvp{$SuWwayxgWX0#L!C-<-|UNm_H+cYD`7|dLosR^kX$&>ED}myj8v3cpmd{wrpkS
z^mWMT*K_-N#WyfiF-Q3SvRpI8Bcp*bG5)6mnlhE47)Bo0FcnY?qX8&(qT(r<dz6b%
zPfh^)d|98QpNyb=YgsiRj`XcBxRzMY(#8>ZYWw<7P9Xbfg{{B*Nf1AFmO-9#?|J1;
zx92Tq**)lQ*(kDb`lOC=Dx>4w({PFv_i(N(y$CfQuU``930d)c+rE#BfS47_1d#ho
zw@GxaiCpXATjCaL`AfGqRb3HyI*BVasY<?0_hEAoeh=H&bPc>kJ|bFZ2T2v==x6S}
z2z8(*b;dh&u<f<-dk;o^3$WB24Sy@$FE+<kpcRr?LBYijrskEv^Z*W=Qi$mzp(*(3
zVWjp%4@t(a>`#S-?NU{g(K)rEI|OV+@mKdP6gljjREyL$fvnLA%PygxKpcUD!A=BM
zaHgYw<-wu(zbMqIv_j2*?-eEZ>6*~iXCjOmLB)}V^G9DL#-X&W&+FUy_}t<nYAgKO
zQwku3Qpht*u1WNTv<G~i^~RU_Vgpy&xcZF=fF89X5eOO|SCH0aQv&T2lO&K!M+3Xh
z$r`m4?4q06;#Kp>o3)gjLLK#R5L#PYBv0M}e^pwE6s9KHOrY>i!~(6rdzqv|Jp2T=
zM#|(<v2!v|>1LAS8o{6Uj{Gqcnwgm!iUS=cvQs2WG0}xl$N?}3H@Nxkpn~wz!uJuU
zqh^5PmsZfx>0Lm#*b}cK9>JpJ*p63?jkdz5Pch{jsL!bK;i9r6@3{e^&oLE<-i7_1
z?1O(~51X%aA!`QfS#PjDa*A7V<a0J8QhCpP6fSx80`;CY_1w7^s{}YZzk$lmNu>ml
zJx{W+w~;2;IUq0Dt8Ma239`Nq<m``s#-!lA0((!hZNqbj7-CEp1=Ldr+14O6%4#iT
z^FHVkgl%P8#{JxF2iSBwho@Bts#OG2x~ULoGPSteIeg-F8*q35PS2-@hB#nYLH|qn
z=AH!yf(mGI3xu)2mvcKY(6i?2fRNX{Zdf(Lx?xyY8sKM0L?KWBK92hd>-LN`$q3l{
z1v-otY{FDTerFiA06OnwxbVRBbme%I3>xX4K7mx7HFCOUV6=}HOQ@<2J~{W<C}^!t
z!q+=@x40GL`!^~kRB>dUIqMEh5)GD297{PQk%%7R=N=}o&A*RHL?m|8^8&2^noNHi
z4_*x;2msU5nc$5Q(fBJCYmPpwg==+&5h*zb^Z|U`4y*wE=r2mkiG*j%xuT#78t*vm
zkd55`cfN`}Q+l^L8{<_M>VR|63(wHFC*vxdqYy7-Cu{Jw$0~`2Y=?~Kj<(0kM>|S(
zX;yGYJ~*<n7&5_hx61#T)+d>^0Q3wK22CSm7yzk$m8c+hh72i0bT8+Dd_(~!vccE}
z5A@G&21Bxe)(;6^0#oMM&p;%lSkcUC;EVAJUMg^hLfD=XL38>3WHkVu^6}P$hyVc}
zSVg!6p_7R>@Mgax;;mS}#bFeV%~VHG93aGvM#KQ8NR<K}cx4%YfUFn+`qm2oF`uX7
z0$2<Xu|OmV;!MtEQa1aABxz{xCMgj}I2EEAuPc-YCbKY9C{dm)s?2V_E%ni1SmK-r
zi7_XKe~Dh(P(lX8#L(lA-)kDYN*lQg7s9D*MRY_}a2#IRq(qi?{J|l9W8rk4@|*s=
z5E8xO2&u?zu$_*!z<S_<jlX|l5|*2g0chV=!EQNYZVCmXj`wj}lM-taR%MB~N8X*1
zrf?yCi?PCB5k`QGGYZS58>+Jtv1+L6Gx0fXr+7(P1o9MTfF9=ZrM-9BnFcGx7Nb!w
zV2u<!d&!vas0-i7`p2j;G;|~F{uAAKY5y9~KdIIeQLj|V<!Y=d7X5uE<|pmw2@sF_
zY`Y#;p~up#zv#~BTvgGVjf!kbUk~(x7{cLfSejr=F6O-LH?cE2qbHr~_F?NzkyM5I
zd`XjJk)S!59qPDa&8m|&dC^pwL?WkKz#1@m^_mCm!M)`av|`UE9?Q8(Dl+<&(di@C
zk09LulAjV86<1XGft%7lFJuxN0C0TYz!5lF&X!E)pU$9dzb<yjdhkPT9JDYmA<CVx
zi_2G5gU4O2#-_Nh#&**o*UDG#UKk&%iwdUvO0`Y-O-O^JFrqabT7%wtaHMjukZI`8
z^;9C+&fh)4Bk!mlM9ahRafAd)Mu;$z{m;zvPZ$p&0_|kHbAoqHj>_5G6hMo0>QF0l
z5VZF*5_}##94ShK1<D4=;)u6xe7$6bU$9@9;};m7X`;%$^a589v#Wr-0TMRR-IEQ;
z028~avj;aB(}1)L+Jx>0h!QJ81SfUQU77OeF#G(T7XAI*8XNFDtuN^D>qZb<FB>(Y
zA__-x^#1-|gD2aTAv~K>AmaO(-*lfKx0m~8dV{jvr2q3@$e!9w1E!cdR1HG|!o;3>
zUkzjRgEH8^f?^<YF#RX$@t+h42NPFw&_5XMnExOy_+U{%nExB00Om;DnSn+F<zQiK
zPLzbb#!21ggT(-5YW`~sYXbdayZR5l0*sl9nd`q=e3CU}oPHEnUB_xKlB$1Mh5Y`h
zT=w3QuSzZ9r|xZXSw8{E)C{B%tCFI}9xvN<OU5&28CzKr^I{7Yyr2KWadvOwf}Q5?
z@^E`T+6$DPR>3?lsGhpQpJH}N8M25wf4Q*rc_Ltt#`x}hcfKWx8B&ry7Q!E{frfU8
z)_GAp0{A#pRNKNVcj>$gVNU;P^0tk%tiNeo+N#zSEqnF>POv?u{<w5Ewc&|8?tm7n
zS8n|H64e_PN+I>G9yD_NR}aA0$oKI^4c!t^zIMOJqUrL7Ii8VWxwh0&VOM{#!1r*|
z8t#j>LNr;f^H#0Yex10qsa;LE=`M|^!=npm1$ed9t!rj}=q`kY44;P<{Gt0-CKYtG
zxx=;_VV_6H-n#N{g=>aNhWI*G%#@dxXffMb_S~KnL`?0mnEK1nD#d-RO}tp0!TjP(
zd<np?mTxpWV)a~TC%YWfby;LhhSFqhW#RJqv=JdGf`6{#;u+d`$-S(yGyU7c-62bC
z3$Uh2r~P;6?CaULCqmLjdsw-m4u7CMogzyo54fogvwGF9Y>$@Ucd!zj{y3z4??;~+
zV|fSLbexX;Y4x+Pr>GuHJAW8$tM!qiF-g|oR-3t6flvBwZs9YyH2hxEz8*Vi(@NaJ
zTAP{e<ymcx!vQdZffgg>1>&-7-%NX%2_W)m<{|^6A4Wgj0x_=Y{sPJ{Nn>$wSs}xe
zqboYdnPTkZOCLeuL;xKx2(o$5HolpfJIV9N;HmOyEn$fty3`~*d9dQG2f~){V>t%W
z3VB^xa8@(m#VL}0ve6A1sqlPYD;(c%9&#YHr8OO%<Q9k#vCP8I80w;Wv)rM{1;8t*
z)lX>$4@%ZnE1Y46B)};V$Eds=rD!x$HV7oEURz*QBx*5(?zs~KZe|X|3qeBPc}*9g
z$;z2g8Q`CLVBDTFxCc!W#DoW~4|Z9)?i%VMWI%xZZ?i6EWSFyt48?a3ArXSrwaKPc
zb>v^%V@>t&kn!qCX&NTDLZp4PGJtg13_mn&HTB}y;~z3^V$feAyfk3(utH}P`G#Kp
zd7g-lAZ$1k57Jt9%%T`VIWQo~C3#S@KmA)g@06E8H=rU~W~bg7+wIm@+;G*EkZRog
z*dZR=mnHS6>Lf2laG!~?+OPu#-~tV>x>zeNZ64!um<DJ`4Z(OZ#+C>0-+%*eMn4q!
zVN&C|B*vEn4yd>q@}Jat70I-qS~!D40P8RW^AF(Aq{(;h2PW=ThzNFNJbBWzGPqtm
zzn*}x_~yL%pu`E5n*N9aOdC2Pv2l*}z{|S#s6BxY7}H;gJsHQQ%<BWBGG!4yOqM!a
zyYP$i(+Ane9qp-$QbKS78L*v_3cRh5g-*6#CxL@kc&cFLWBS*^0&H>yj`*uTPt!$=
z&%E_0@u_KN4)mrdkTyNtNR=a+rmAv2oMR2#lMX~8EJ%XXTrt61rz9@GM&l0ir2{my
z{VB7g5G_AAhPAI(lRd}U+QU&5pYdJlG;IQ1i$xb)oE}dtDL>_Q4A8a~XIC?E@wiuQ
ztZzfkZ9Y=?F0$Hp8MqtAsz81y^3{_WSyBqO!$M?K^>ab!jUdC6o{7_JK`#p(b-v;n
zMdJN%Y}<?EaA7OYbRgj}OBi$T)-;I+Irp8<hRhYoem;&`{S~$7NxAdfRLir>7WX`2
zUBH7Uix4g1Mz{xo42ZaC^RNc(<>(;!ohyri?7CZKum>mj7t(<eqD$MH68tttVn+<m
zL%vAM?q-c~q0xzH2N6e%dxT^VM+b5lDV%$v^SrJ0JYYQoBJFTj!7w`3r<&oGQWOYZ
z?8OfY3Z#|Cm2*Fck4JF-Gw-xhwh~ArG$Jr$ApNaoHM{cl1@PteZQ0~&d)8}of_>-%
zzkfrZh#CC#m|7w8-Q12N0F&ICrd0b}TPuM}dF?pga$5isVvE3YA$7vao0cYdF8Q?M
zS+w5W+0x@b<K^iI!(RQQ=Fg-3lXu@y_6wKxSk~_cWhcp3`T)0g4yMZk6CB@zT8nkZ
zT=N+WjN~Zv1V{&?*|@sF|C0G&9alYL@Bpsonb@M%>kNFwjDVhykN2n0Ib0ev8cxXZ
zr<pqb?TI#T00Hq1bNELp1nS)$D0TxaHfVMZgIJv-3pKCU4p%4vMskU_zZ8)vVPwW?
z*{z6{>I!kBFo4RiGma#~&-x+g#%bWX=jd{)8kZ022q3r(o72&+uG;Q!Pn0SqR6cJp
zLbnN;G&K;lul92O@75p@PA+C(!?n|uOw~uBPdoem`cZ8}gzWF8pxg&(|ATvdZXp;_
zoR17R?F5|$+ATq_0aSN{?gd0h{!MYUw{LyG?{n8+fnqXkhC@&>;wP@=F>rGGtMk$!
zgjG4GZ~(-Ds>-^jnjMhnqY$MWWi6*~JL6~nFDSWFTs9TMCwuEU%7_43j!vU)=Ujr)
zR!#lJP%*uuP0ov!;-K|iuz?=$u4Vr}{c^`31*6Y@NhK2+Qo|-M*pc0Bfw0#!3-YF4
z^SQ@%$!lZ!^)Zmu#YurBf%k{}#}=r-h_jHvhyjvEG7U?+Tl{x7?@nKxB2c*LFnRu;
zWHR;ZsuQ+3OhsdkrS5gTNnUkC4v05GCz}C)IPBcBR`l(iXUb&v<?29D#JTgf!tF^G
z2IM+urf0#b28KZ<+!ht~GFI50UeuSJj4-y}<ce@ol%tUE4962WF_G+rYz3VaWOd`{
zUVt5pt@}%>Ar5Lu!^iYXHtol|Ou(@C&{qP0v}s_ZhG2LJm#mBv=3#cFDG<9nqa6iF
z8UrE0+_CbQdUgJH0kHJUNhm}>@#vkd@qnc_aIsFZJ^Wqj0v|LpISKIndZazLzaFfb
z0LWNWzkB*e?nR}&9q1vi&rxKe1L-~mD*&sKpp9Z(fp<Q17&i_aZzQf_ZZd_DI<_ZO
zAj%Rb7dxsrUoY}ZG=Htf>W{(i45(4osm|>#?^Yp-!|VvzqY^1*u=arOzWU+%u172-
zL0)*_71J44onLkaawg$&3~y@UxTI-BL#?Mcgl}F@+!zLT{nMRN7=?<SDEQx+Ux546
z#rYjRK79vRHaS=^gcOc#q%OJ_iqecpa7(9K78@1Y;<JvvFarp*97z=fsoMC^k;U!l
z*4yB2?8Q$W1C;_B^}T+&Zy59^teLd5{0BEF1#K1K{cW}m*s}nhgwMC<=^G^MLfE$z
zm$&>OEKgSj9f2vougHtlcc*k5B7mI+*LezcdA`kiX4^0Yr0>Lm*1xcIUo=1Jso~c<
z9Yy63K&EVXkHTrZhi^9W{ll{1a1^s)b}=TOhpFy80E{TU{9@r-$Lv(q@@~LuSYS_$
zMcN_!Zvp}D*<<cC9zPdOUQbcrT-{|lXeupB)A&7M_(E71(^{&i_zPlD6Tmkz7*ULn
z6PHlg5QpZEv`@uw$}xUvY%D?M=Bn%=w{wWq6d8*tQq|E<WQ`5?u;!(J&K+3+*;v1M
z*sYXF=@bVP#H$0@f%0MJ6FTY)qEQU$`%BPEbeL};_DSL13(Uzw%FH0{FM*jYcq_-~
z5eh0Q!Hs*RT!iE6x;zbAG2m8ZX8-KlfUPInchpjCd^|({v_SR-JseSTk6i(N@ogQC
z&<uj@-y9yVa==50wOJo0&|PN!=U7U0ADRtua4_7LWLf-!iT4QU5WqX|6&1FNQUIlt
zCD9-1V$J5#=T;gTL`nh?D<KV0p0lg5cuEfRURnOUcRr2fAj5=u8_-77kU&`|AR>;;
zcX>l%J6aMGlX^|J!sW}{o89rdC#1(!I>*<~f0*Fsh*05|@pZ-OX&yWqDnJoO8FDwh
z!WMjHX@Bcw3Pu%P^g#EjSXaRWlUD;aU8EcCvJ_Qx=l=2cP8CEhWbY6iA_UB{(qC?y
zv{pLK-za(7=<ahf1M3@j<9@IHf9?T4WBd>G493F9#`@oby5|2K)K6H&R5ciHiF<w~
z^;$kT=Kad?yWf^p^^ltRWaMb4L{#k`*UdQaN`=B2Q@!9QKt#C&dVo!PP7T?<(ZzN|
zw`)1TvSFVHMkrIx2H)?Xu)hk1h7AU_3yJNA2i-qfbS-o#{wyh~z&l_q^ofkZ(KB+b
z22jBLUEW_99A5cg=mhGluj{M()9Vemlvr?<wZ4Dt!NI*!*TUU7pRUZx5%Q)=EI48h
zgC2Dr9XV4wW^=dzwVR#&RcQX8-sQ4np*dEzM?Jl_ugK$H8%mn9=X71#ueIB^8Prt1
z2O2^-S$cCL%?hE!2OyeL#Vll`&f#%#MF)Tz6{30J=8`urSBVOG1zdrl146obURwco
z#Bmv%g?A9=pOyleHFXeb_p*A!VAuea784j&*8Kzv^m%Ei+Mv-jFnNv6tf`#>@3Fwj
zp<%de7;p92q{0z)Ik%e*s@u?<%rtfje+KwyUX{b4X}u(^W~7r$&ve$%RoO@3f8&4#
zsb8{xFxWC2u?ku^@pOX%`zzwG=Ci)I%j!T7twg#3k)BNCrN!xx7M<CzsPESh6uxrU
zCF(XpwYHuSvLM?L`nC9|UAwt-TVEgH%O^eX#28}5S;(Wcsx5x9&fF4K;j=1oBUrS{
z_TDyPBjU2S2*{2Yz5k|y^og3cI+g)a*%bQQ4!9HYrJWF<eolvS>^FX$>@Btu%`W1u
zDT>3v1TEg_XHa08^XGJITjg9Dk715r50MH@$Bv#W7~^1-`BIL@n#cw~4c}egSB0JC
zC!f{xnsqO`bdMCRr(sm<&@p*k@NX^^hn#O3<Ik#1+C`*m-4Pd~?<|NTby<M*j+q<T
z<fTW0ynX(T30azZYZ-j@Z^u1?bQHiYc&aQfz4lA3fKr@zB%j{#%e(IZ_aj2=iKtFa
z*{xD)Xi+s-B=_H)=>nByDcP=Kpc*CClR6g;la7BqB1cH_V!f+q3J14Lp>_)3Q|J<^
zNLJ*7a-eco(wG?HnFm|I-)#WGGT+I&hhV?&W{j&yJ(PPfVH#0I`&%qBjME*vfzbwO
zvz&3_s!u}r_z__z1!L`D+J&sd?A>@+=3;rVKuZUt9n#hfZtXrrpr!=V%_`;XT32yx
z?%qDXdfSt3Di&?1cH2zF#6M6bXAKZ5OS~Z>m^WeG?NU;4+8Pi55m3O_!zrKtf~scW
z0TGwW4!eC$P<~UeJ?tNa-lk@-fc<P^qO`GW3Mz0<4=_%hqQwbV4*5U229dOM7+c}K
zBs#u84?v^K3m#eY^#{3f1(<>ki2vy87OCZ#xI=p3*-AO_wJ!IIp<5#}%vhzT6wxi@
zuJxzS=LVfP8$m4ibB_Rw2fH$zd9`&KB<U>-_+=DUfl22T=39Mu;9e<GiMZjynzbvX
zS)cCP4o!X;@utHL;+rEd7{jv_4#p>{RZNnPO@73lz`-(+z`-<5l0w4FMT^<<jc?G6
z^YW#!M)A?=6PE~)9Z;GXs=^*-PR@nJ_zzfxlJ^pbe3vR_Q!jv-=p>e3<a3iG9y$Pn
zYsV|(G+fNF(gXirOjsG&hY~#kQ+BhYQ*H*L!LtfCcCqkH@Bm4wim`avqCOxlvL?pd
z06L`7fUWOBQ_+@qY)TCapil&_@WAMq!93~Af((3}DCdJ@L0q|BuXzYv&&QToVvO9z
zepJXn&MWt#Ic|WuSw-XZn$P_-M$O(JsAg0Me^Ox@9ZN148||?lZG!U?EH76l&lXG-
zZVt7VGRGn6oE+G?B-b{cEWY(fzB^`f&o0DWBN8e%K^vY63t>DDhu4FWe3;I_h(B_!
zCCsl}r72;I?3sJLW`O7ZE-Go90Qu!SL7Ei2bBJ>!)e7KB(DuC8qjEbZJ9|6Z$Do-d
z&MWBT5ig8|recxm0`mEe!44C>yxy)_V3ah0c1h%KltG|koX9Qme)U|XR3@s#4tF({
zDL;ugZUK}VyLQ#sn--;N%x~`jPa=F6tM?@uuAgKm#|w6r1h~g3r&nxy%hm4O`&bl~
zXquWV2tL4uR<9X4caMh?YXuDGWrkcqSU(iSU+_C!%6`O{?AkikIxm=JGKx{e$RqG?
z?gc^JAKuVOusP4p`CcIwe>fR`LI|dyi2({MBvbUl4T^;?e;<?1(G*NbzX6CG^PY@2
zGrJv_&_pwObjf;UgZW*;F>e*Exf;qS&!?d7mok8RX~LRvanc(%y*~pzr*&i>GW3Og
zJoK~oSKUba7AzRS+nPz&i?a*M^C)yIC!-k;;b^LuV@^p+N=zVd(tQ4mS3JK7ENRON
z$b`v+G+B_&ZQEavWQERwQ#M!7*bV2mD;UncA$pZa&I<|GU67h{T7vZBpgo`fUCPdq
zz77B{-ZVL_{`jmn_l6=2&6YSIszd-t7g*vBR6ObxO?}n-Yw$gq9ggy*$EM|vt7(3z
zOlPbYxnpk(4E^{8-`KSHT&6E%-whhb;<)gAd87l`F6yk=zVJ5+uOA5%eaMNu=iA4}
zMAvdI4J{(q@$h9P{-#_dZZ7VvyZ%qX#V+6<iez(qu82J}eXU}Z2+j4366ZWDL$5Ep
zzWCIPfo2x{m?0NU1sR6P%{w^x+&P#w2xG*=q{$`cx(0EBMlC(ZAq+E#nnB<6nZz&}
zj&XR*wVHlj>1|5UBYIa33ZdRr3D{|TKvHm{E0pu463TCov5m$G15*gm`VC&&(;2|Z
zHFfCBSCa6Kb`IB8d#P*Ap~gM)m<?K}nNtJhVlRFy0=J?wWvIeNYka~-9G7Gj@bZ)7
z&0>>u51~GM?q%u%+@(Pj$qoNxe!}G*6BeCsPq8e)G@JfasB;#tiOFI>ViX;QD9rHu
z9;S1Q6bsqOO}g_cl$<k`x3wFYoIBu(^C<0s<mZXiEkb5Oy=6k_b>S5!_6`a)y6g13
zjI$9IMzC@>`Gj!<0_mrCA90A{-SG11=)*2Fik4s$y-T}Qxbh$2ut<7F=A677Mg`dH
z4AjxjO$Y_i@XUn$dpYSx&w(P_usCh=KGUwbfQfJXCnkbPkyC*vN@x2QVIR=BH)^6Q
zQYu%`&x;*N=y*avkhllgm$J}XL^IykKip&=kFntJ*&CaA_*y5e!#4j2;KSmhvA=MK
z+_ng;G4DZLDgCrGbptx`sjupRk~ui<AoUhaW9`Mrb%ofuYz79iRV<R_2Hnwl;aBtS
zt@G7QgpNe=mALe0*p&Cf<^h<2>bO2bySnAr2h{*MQ>~r`MmQm;FpbldK2&yE1qMj;
zEa8_e+td9G-)}au=53N52#WVny!TBOZ><xEeGq~L84O`xtIzFf9FdG`+yVWgZv}~f
zgvM~R&^lb*2$vNgKnmu^xNo4<fG+QTugY2?iEZn2FK5PTRm$S@+YEpr*d?*)wj8uH
z=o-K$xfZ=L9+2Vh%3*OhE(3o0RFbaD(O6vuk<kj~pfW1X_ys}cRt+A)F=hF8Q}Ity
z%TZH_g^f0!-1<vyv4~)rJ0ga_p-0H@fGAMK&dOHHI-DcQ&C~*7&Z~hNmj5!2JI%>3
z{}-$HFLYv<TE7?(d^y17E)V2R26Y4?#v3CZXFp|R9y$w^nNFIJ!Vy^iGQE)=u^O1%
zP9o)r+W-RjQ-yyJA(G;Qui})1!_2J}n*eATRkN4-rmjNiCU~&-IC$_N>l9p8O=lpI
zef9ljCp>22#g$*MQ-ep7$HeC&EmH={zY%S4f;J2j)uO8RM>~N1`=A}Jx}j=idpnA{
z=RJoeyzY|i$jI(v7*2ZF-%TGmM6k^&B+E!`WQEa)PGgH<6A5F4lBRY)uZ`4$3?OBM
zu{E$XYVJbng1@U2zW{sDco>FXEG4Yxlz4-41}j+yB6A+Hnt=k@d2#DXm21g{rzsAs
znnHCYuertOeRTi^TdoG#o*P!ZxvJp&@ARIhGgG+&m0zLRky>X!>%%&gr_ts0V`kf8
zTE2d~3+3htzJx%_a~-EoY|K7fQOo0K2eoG|<uq^p&I%0kI&im@7(AS)xpsuF-Rktp
z_R_Z%4NYR$ghh_A6%8=l>#Az8Xj3gvz2314Y7Ey~p9EOt_i1SV%bM_$nEWYFMg`$w
zOl7hFp#pSjt~;)eAp1P4-5^(@5KX{?wooT0&|Z3)%vKO57bb8b)<DJANcw>bDkc4s
z*Ms;qmuv1pGYi}Ew^zUT_~CRO9=za?67%!z>f>qil%X$1bZ1zIR=oMSKr*Vb*0*xv
z#Fgo-greZK+xDLvfT>PEx^yKr+F#0CL5F-lJPOcZcdDb4q@meKAm6a0n?P}%N<E&s
zAFedEj%H-hS;7?co5LbzIo%6GDr?7U3*6S^efiTwE*<@M(rp3bfy?iDo=oTDYS>Km
zfvrnuy?=?`8W;_d*mppa%r~ah?-1(=ZF1w~Bb$l)k{)K>-(-ybaH3FZyZuW$qYN`W
zDYJm`ZpO00f5GOofm$&eDFSjO9|Ko^qMib4u)eeP(hh8GJ6W1<WQ{ZO>hnf-mPTAh
z*moz%$CHjb8Kk?))b_(~w5?PrTz)Ewbn1q<dW-!ZMR4+yeG2wnY0SIC+H~i`rEBCJ
zrk6>l*>4y(&a>#;N}~9j$5_8=Elbo*BEbPs`M~pq-aWUr5NFrATCYZ&E)5+!RpYtc
zE@Z^pP@5M%=}Q%c)<Mms_NjB@C;Gu|9-&o(>D;Ld8-EXAn_W1@r<NFUA|8#h&|l+5
z8*h`%b#@2vHe%X?d@-9OtV7A6eJoU2Kz7N&0xp9#MM?<+Y;b@X?jS#nS)q;ef-C{7
z@oT?oowiPYnFKy^2a7D%tX80QeZl8t0Z}#?ub~;lO8EJ(bTRIM4u%obG=+iafnPQq
z!w1cjhJoRQY}vi?bzo!9Wv(gPifi>pKOU_fIb_A@lm*U&bKKL(Dw|FI<`7F+_7((T
zFW=*{-kPyG5q*_aP5u)YTI91R45kCnpt<gcvp5CKcq<MvLtI_K)a#>hv;N=$HAb-j
zTgs4?e=*G_49d|Pft9v>KY1&5GuqYJAu*;Fq-@^Sy<e=A-G17oN0dCxKu|b7hOfQg
z0`rru;IHrbnp#zw_DI=DPk!o3sR^<cLd%=+$(gY^PpO*?o_i!*4O(gzcRm8(?$E-9
zn&=kM<|-dTu4R>C8Pcm`+)HU7tJ|C0MBT@9PgHMugd@`*87yr01hg2q8qmP!7PD=Z
zS2r)d&(9;)*H3?02k757nfN<QFpM2i(SoMllnf0(?#Bo5iSAZYK>!sB-(VwOk(?mw
z;)db}K>j<nYJN9cd+?l`<md({b>AK#N`+g8M4Nf9Mk>@cpyd_Qd7y0XjYMH_(fx{k
zKaNZ(auDo4bQhR7w8eIoVDGJF*+S=y+kOaRWWcB4ui#!U{5S6o7KW@Cd0Dwq=<;_H
z-m|{f53}3f^N=vggaE~O6#p6Ikob|BvlcWoA_{H9{8<6O@ay9PeLoez$=9SvLgeRm
z<Hw)ipObY?W?cKrtejakYmxc59Qqq9`*+3LbSNz)nO~(*tA*0PIoY{=Qxjr4-&D3r
zZFpE{PDs?x7MsP{nj<)B^i^fN2V}gLJe2k$QvVcRlb$~~tU*zoG99AuFD6D>CJ1Bo
zoKGb4>BS)5a>xmRd3|pHe>T3i1x;b&K6f@Ehcw$2|A>UB2w!m!$m=>GU<%`db3)H#
zgx#t&XWqN?3MgQu`ppT|TlFLF4%&&N+0Pc*%~cU22R#7_+`sai<ztd>$mZjC68!zh
zWV{{tLr`Ftn^Mc5NXS*#Y<s!Sf4iPFj(wOTc!kuVy|vwUKG|~sfDl(JJ_BdgTB4cL
zSY?6VBz;TTk;Gnzoy0K7e4h|Z-_Wy(;7_XAzchPE__9k}I>|tUe31rceStiEeV?*`
z;Di75@d3ZVlX-#<iz`B_d3rh*G4o<XgW(d^x^2&!j)EA1TVS9j8jH3Oj;dFl7k`3s
z@J!E7-NPM9GoQ=>$~yLL3tw+cwTdI*>IWjs^mF%&q}6D;^o)~XWlaXtqW^*zc>iUS
z-jQSn%EoubI%B|+#ShP(izU`O;Ufy)SDMg=#1eX|MbJy;@iSed%3lTUi5!6|G6(er
z|JR_yYE057wCdSEK<2$_l56ir4(0Zk*whz@$)s3)FAGBrfD$?#;r9dXjs(2#C<Mtl
zQ@`+Z%3t9X7KKwHJb-7%0jFXh$dp6%^(ewsq@5Tc_90eS2jaK_7ib$(6((wmZjo71
z`cc6;H;uJj^6~7R%R&_QQ5NXH1LFvgnbcWR!^s<=dfN7&Kl7N?OkoKpnDiS+O2Im>
z=iPH_RZFq};EBaaWJi5T1Df$Dktw&k=$nbmgZ%k`1R5xAm<sE8bbG@!ayyv89n=;N
z_jM)%nB%f^gM7ncDkAKz#|`^I%MG(yj#H_QHnoHEz+z{h@Xifed9UV$-)qqVvAR+M
zIE7_ieL`ZhI^lB6UbjtNX621vxD%3gt!BFIMsCaitFBpH_KlYx0srJI**P2jTpohZ
zWBKJRHc8d(4lgl1ore;-K$*Vlx|}c)GA~0^$WU=ioDk}k609Aw9d@`tgzC-mZ9Q5-
z0Gp#q@6|W>TC9j*5eD#yPW>&UBF)?no;URan~JE3L)ygy!9I+Hz%n(?HTL=N)B2})
z8%y;U;EPX0i&qn*7}{4G-v#%a(2sSfpem+8_@}&@KhqxX+$ceyWp3%P!G?yaDzu5J
z`687*Fs#S^Hh}`C1~&RMd8NfapzcI_9sVpI;bXvhM(GoSJBNjqa*qT)AAu}Xj@iuS
z@z=q83U&QbyG%ud)*2~Wt4Ikih*VyKfS;rZAPb=>q38nTZe-ZyQ=J)i#*}>k%?XjB
zI*<+ax8q*{6K(d<TIRWl$u-ZtF{O?W->?cq<0=s2dS8(x>cLo(Dj)uMFm^oLK5XvV
zO|i8Phs4B=`go4copX9m2x&#)I3zjaXClIN1T|Qnw4z_Va0g1wMvRWVD$&RI9FM0f
z04Aud%sh&D2bk-ku?<e{CC)t~8$s-0UNVB~O;8S<7J1lhHR}dDk^A!WNFTDpT61cI
zq;;DHk~YpK%rL&)>?5?U*D}o%CZzLAEg6kT<j+~9l&Dwbe!>t^sEJeXBl{h%I3DwV
zeyDU=m1b?dGqL+eYPK80w0cOBv-4)&0GHsCmD^NDm&E%Z8Zs4xTqW|UIN{=UhjI{t
z;%U@B&N&qN6Z%r;NLpOT1wyvTv>$|@j3EW+O-fWaw&jIGEt(}C^>Qi0oHSsmC%DH)
z=^y$r!^Iuj_XY+8pzaG51Hi&sjU*4Tr*S>EAt4>yjh({F4p1Qw2^x#?WjL5mfI8q`
zL;EN19e*fk<hq#*-q(rcd&z<6cWtCz^4!ZmKQB^XIB;zu(4i^9G;(g{LZqGIE)2oP
zt-`&sZJ3doG-M?+i=`gb***5JGy)4T%BOvaD7WxcePrSf7^#N9%W^Z)8?4}@Q-@S>
zTM^JM2uJ6}y0Wt%y7<M-#KVR70V1#t58M0oj4J{vdf#9f7O*`@b|&>xN}r&dVYui(
zq-}P@q2mv^1BLj02v8`(vihAg(ilSWlWM1~8Ty^S06MKpfJ*Jh_HEATyCcw&$LzBR
zv-H+2M4Fo*u#+eN`@P<Cx0XOG4~WU)P~gcr(8ORcg3wQcPW9@s`14~VfGx1M!$`3C
zbh4iqZvy1aekt$f06fw`?IfJ{5Ig-^D)C>GK|meOJ<zH68O&TH>p!R)^-BlQElTf%
zryP3vimf@f_~;xPo8jotuINxjPTb1pE=DeU9285Qoe-6eZ-}d*7YX4;UhHxbsnTu#
z`|VQ_MsnC2SL%C<KoeI&z|c4C9eW!&U&mcq_Z`V_5mDhJyX|P<8fk_Qsm8YJ_ky2!
z#KLn<qAC>aig)AzfD$?juA#RYt}s5TRVY8n-Y(iVnX*>5DAu3q48}>|kNE0)NLd-g
zGs_qvNPNm$mA$3hPApaT_`2IScq3bD&i^-(L;Q#M>_^xBA94{yE|&i%7vW@P`!D~v
zrj64&JIYtJp1)n{Zwf+;p1q>P^C-QuAt%|4HH!@PM8t*(?z7bd`TX^RpGG;E_@)C%
zHXEw0m?~gN`d+hbH=z*BWJUivL-b0;gDRMqB-x<&<PyJoDUTr+v*hW@{90;=e?N-e
z-#`X^(McXi_P@A7!4n6Shz$48z(Mx_2k2s{j0R#<drVZ6R+98$CQ|ru33cq_0U8>1
z4qohIjy+?XRt3Om*1%KaWF^)ZX{$66O9p*ot9~wy3R5_F;bXPKB2Itg{zMN^rqUV&
zv@^d8v9{0{F==e#5Jt7k<Jcp?V^ZKS68+9sj3)$%H4_^dtWRYj#E=pLanSz@Fb<<S
z77F71i-|aRpO*i-(lAnsBt<{+e3qG9cM1%=(4BJS$ovLsBpzHih@UfocVV0qo_Lfj
z1_{t7+7cwk*$Rb?L}AXx4HX&no6riU24M$+0gfAr#&7dPG_o(1lAPs$c5FPZ^by~B
zzu__80mw*0xX?hSpPiM&u>lAj5DXZ<3!@eI8x}2SF$?Mj<AAhUZhQbmBLXTsLd~TJ
z^CCZ?4(TaNTsR_EWNjZVWdMc`Mcv<|&x4RiNeh__Y_LOEN$cr0W8o@p4QYnERO6R{
zcVI+xbHNt{MQf51R8q;Th1B1{BB8Nbj+-kVP<4c4PKZ5bNX01rTVE0Zu#`}+LU=VH
z^)j@YDcWie%?#0nq+u$IZGdR(ouq+ehHMZbZf6XEfr7~k;HT6DbX2O;vf#^~2|0MX
zC~*vL#|(YrqqQfVTCn+8?GzvB+~#xAK5Z#EF;d2q8&qwz{nl)O@P+rX=Q=&IShZk;
zuETr$Xr+!(y`4OG6h(groJl?A{4hqcL+LKQ<y~)<e&3V+agCZ$=uLT`3$ihdVDQr7
z{fJk>!lqsd-VfNCBf26q{P7_XgpZZVM_y9KdY$k!+yyZzw@0aZ$)&$8dM$_5j*qXG
z5_<3OvLWWR3zY}A4!oK9x_&z5gcmZuR5g|toh#ekyT23wPTHveHcD$JQw7}LLoT4N
zK!%M9jw0@aP1rVGK=Sc3%mPp-L+zlL41-sK0p1Urz#UvJ6+|~H-m>Jg$!(zSg6x<6
zi4#Z}pp2>=uU`jl$gR0N9fIC)biA!EmfSxnrWweV4FQG0^D~jEExL*qRgXXLgsBcX
z(dU1`@LF}yxH7Z>vZ0HW(A|?|sf(wj8(H28(Pv!sO*=Fm0sLF=H9PMWk*K6mT#prw
z5$NbVECROH77(-vEns;ERj-nl=IgVK1$Gj)!!t3pc*;CY=Z(xTRXe0=lf$l^8`Y`n
zkD3-T>FKfeE~HYUFIRb8K<ErF!Z9@>#$r=z(?<DI2}=cl#TYfOetQ+Qx5Mcno4xpP
z%F23f8L^q(om`{evGDyGoD2_3z4nTRN$og8yA}IJiA_*oLQ-&*pnLFEW!3n2VHE!d
zcR+~0gi5&4H4qQQAhX{IWS_RE7thEYQWbV6V$djP9veksE!9Ye0yUb>xreWul_%3t
zbuRVn_Ru7+r8Gp*pntQGk|Jrt;z0=x9Ud7B5yA!%$2FRaB=7y*Xm*cY6K@emhG9q!
zYH^@O(@wgU&yHic!e9gKAaJvB+DQLIq@}cFlA0ra*0Sri17~fdAa<lZLYqh7mr?jT
z@3l*Ly+lsR)6?p_`e@7+!9YFI%XMHF;808df54#bG}7l$)PLv#q$bx1?Fu?no&2L&
zii18FZJ;wKL(wjK6ST+Z2<KNz<hRk;)wI&X^0F}(qV1tUCx|WqeH|)fi)dmYB-9-?
zMd&T{Lh~5{Zil7|xPJxbvj<!ojFwG+F5ueebTIj|gSllkHo-ig83R#}xHD-+iI48i
z^JD9&^(0i>Mt^p6$ZA60OMsUD%9FO5oC&NOcLPGoe$V#?fmTg+uzGZKOJr!?bxg9I
zf`XCKUlU6NMnA^vHRaro7M5>(>_zKyMh>)FZY`I)$;Cbs#J25WZug8!Z6b^{+g07<
z`VN$vUA$F&CL2V^yiqGjpSF^8zg99VwUUwMt!4MnQGb12DcR<m6HO<lSHo)B?DsWi
z_NG-?Po~Yj-^~g5=Dw&vHUZ~YCZ|g$u>9NNaBpw7oK>ed+sNwO0-vI@1qXUPy{hB_
zoCtR`3M~$QIr`U+hhMy?&i|<D(XgB=dcT?tr=!a`rnXJ~dOVz*j>c!Icv%jQCKu(n
zJA->h(|=jL_r9De?*_%UWqUxxgW~7WY5iW>X>Qu&`5$w*^JjYeg%EquE&t6|@1A2D
zsmou2{VyYMa>kfj_R~kM2S5CJbnwOT$BUE6`3j+idkNJn2-VYqOa&i)4ZbHw>YHhK
z`F=E<sqe4q%d7h7;0cyh-yf?th)W3cI;bD6%71D7Uj^T2?Eixh9pShCCDKxo?MRc!
zJO8UO|G@v#TWsGjF=y(#@}gR4Md#(&4AEmwwcB`*dL}{XnU~#vFA<rnML0gJ%k$B2
zXM6@H0i!#!VdFy)b9tH^JhKi*d*$VeYIOEq94tcqb#?KR%4tx%X-~6t^V2U>g5~Y}
zaevkb3au(+_OkpiKO!h}4(niaUdc{+TJqMrc)g|Bm5dVX@|n$2OJ>=|j_dg}w8&@9
zi+qNTp`YZAj!hrp0&^VgB6G&uW#)3noDF0L(IgsJ=fZW~pnf@SiEQ<*<tjRtg0^VG
z9zyqMyP$nHK81|Cdr(=#wcDHWmT9x?&42mU=~7N|e6O4oSLURf?akN<Oy2i2V=L0w
zihA|7;=1~aZfbRp&f8~sg`yoKd0neB0jQLuZRBh!x?<<~^X3V~&QMZbaa{a(bSS?k
z@9X;V%c3~_pid_wJ(->r62ww)vG{#9(|;J0mm?FNt|=VvMw-#mknD7_CIkTr)PKB(
zunv{9{Ttz=jQTL%0Cib>^kG0}K>FvOf9l_7aGKfVx4Ho=7>ms?MsAuSa=<EYJ<*vN
zdD{eQpr$FhC&;~{o$vI~v&-p39IHWzK=5z4$v<CDF~MUe<5@kuY8H69T)21dH0}s$
zi)8Gyyi;|+8#wi&m6pQBUbHr3)PMM)A1%$d-uuu}Ot3ZXM{DPMVUN`h^opLhBJNTw
z4)S_CcUR=gfb?nA4>EZrOdEw;HlKuBpY9cI(_P`#cj2}Tv)mo~cI0*p?HF4+w^2B5
zgPadu2ZKb*K_`y$jq~ic>X+qsbWxr+-uduA;!z36%UEx<d|lFI56_5w$$xGa@APak
z`)za%Ti-Z|c$=GD2M4@93x3k3sr&wBc*!#iK;CF&0GC$00jlKlfK0T-w3j69#fKwx
z)*+?DYoynE#1BEbF7GADdvWu;=S<QOao8Ku@G@)Ut>sp=e=@u*HxZ`MMn1Lx&g}Tw
zuL$S!mhE)6{8-IK<#^{N9)E1X!w`6#d<%v)R`P&sv^n><z$LHx+^e)$Bx}>}+AYBq
zv;k3&jqOLv5ReP~XbDmb{qS;J)8nn8^&b6OKMV{L3_US;&YHO&29J0l-|zIHMPs5<
zq<*yMb=|G9X)Ue6==$jx=?!B)QmLZ39|Vgq%ss^*(W|GGk&}1b{(sRr^u8tHP3^b7
zM0{vf82FQ_Ft~eFh54?kklX5y+v<<o>MwNFUpt1>9(QB=4N&ODwuukaj&`G}QCbj>
zX9bKVG+(o7Ctqz@dDpewvT=9!<;#a>2Z$Yw6{3nDMT6ljX&0q%M52pvi}eiCX7!AG
zyJF)F(k=x*2<f_dh8t<KdZtab$UQpAiy8tp!_DUk$=c6=@qe%1kCy>v3KIf1IFS((
z1Tiu&GM7>F11Nv3mS0obI1s?!`4oP%XRsp4mjCcn3Y4ah9&@BqxZ@r~tR!j^Ib%EI
zxKDp8twKp^dUURnnMhtqyQ|%wR-(ZypuzdU+wsBRo!|kZq@*Pa#?yfFlJJxVxyVVG
zh+td=e}*6Gbz|frijyP>>#1$i@Vb+oZaY2M4qVsMF5-VhxQTck%0@+hjXw<Dv3y5;
z$w@8>u<jJ|(oQ;{-k<$8h|`n>aUw{OWw_!tDw1$54VV-n{BUU7Ec|1x%nZA?hd6Yj
z6$);=;CgLPaE{F#6_iuPpk*YA1ua3u>1m@M^j6tMcXM3*)zo%dn}w=o3PsbVUgETF
z?nSF8X5oL_2H~;wfdQ!tNZl+V7FKowiCE%{F}r&oo*-rk5ow9r92$%sr_ZAYGgz{X
z-Bl9_7S{G}V*ix?<6#B<w_uuOm@Fo|htOfU+Y$7R?fjDweq0aFFHTRfuT7^Q-JPy6
z=OA(hYBN>NrZV238><br7glEK4TO?~3+D}n3dVmb-J*&I)jYaQ$GDfBO-obRfE8gS
zJBhueHZ~bOB;^H3k|&T35y91pAe^vwh_6U^N^s=ZCgo&AdU*@t!cw0Hah8y@6#J;9
zdE!vBtw+svZ=XbRD?0HaN1yF{b^`uQaN}n<9Bt>^3*N7vwA^Cj38kLUBBPGbaa;kT
zc0YgWD2j8QhW1+nUB=Qidl9NiH)>+j3UKh0h4->mmF-fOL@Vm#-`e*YNCDXR0!!)!
zyk}v%2X73g`6W^zppb)Cv&wTUEF41BxkIGzgB6xnI}C_kUqyKisf53=oiseY#96}~
zWRWlLfs268=!+PO95DvsWc48ZK#LOXM`nM{VYi8yQy^D!J=xBg*3Hs6fP(h1?bNdE
zt$}$)vNC-M-LkagGFtSI3t@(8%}6PrYJ)0BP);&x&ynDSLdU5*zN1OD(9WHsJ{Kq~
zfQ2l@`6F*?q~?`IFGh7Ep>IP;_e&EL{chbUTm$>Y6(7|GCBvnhVFiVcu{}g;V)uVA
zH}#^PJwDgz^YY1fo|{&?E94PX;#C7@Pp+5V+_2B3<A^a9K2#F+k*07p)h#M`E1fnV
z!$-Ltm_7xJ)12Xq6A6i1ENXM;uep`fy=%_mrPPZfUr-qQXz(@I_Aczrx^pCw64r`s
z)|W26Z`NNlQSDAq+Rs(&7ye4)oOplxk8)nuWC9o2t_!=T`N;*&NG9@c)w&-oxUV_&
z_w`xzk7_WoSN0lI_x8lX*;>k<f$Ln=Pe*Lh_O1LchDLWuo`QDprf2nMhiR)8TW7DK
z{<W=l11^#tYSV%Vwy*qf>o2%!(2ZZtj<PW&D|K(9_-1W%yj&}1omA@QS^9tU`{nCB
zf#+dX=37tZUAH<K4D@uSiS+}HUlu-dX7FQgyfOfS(6T_4f+JPg?tOySnKygKGup>q
zN^HkZ`dByasbh<V(VeY^501bcv=WO}yMjS{#-`zKD<stT^AB&|iTdt^Teuf4=6Y#A
z@8A1-N9;f{l1-;ge7S}fSQAWNKwXTHHD4cj+Q)}QOL(+=G+zhS|Ig)Svmt^T8$41s
zv%!xG!#0D@kGwAo-@UTV#s~ib81WUD3T19&b98cLVQmU!Ze(v_Y6>@&qX`rQHa0aN
zmr?TrD3>3j3l9N|moK9W8-Ld^uq4W=j7S0Ed(S=h+;c<F6C&uNcQN;(E1Duoupok>
z`4VLmr98!gaWv1-z0XMSFu#eec)S}$nZSZ`0NDnaRt905`75<BO<O2E4Z<Wzd|Au#
zRTuSB5HiO6stMxMe+eK`RjRgk<4$sEq^;wTp4lO-aHtqEj<d<c)qlNd+9%}@ZlzJ3
zg@AMj#yk-&=7U<x*6fx`{AM{OJ*!HZVxf<vey<Bhw$+8P53l>_H?phx^4G`m&jU)S
z|B_4W<d`+u0bIx}S}o0)OV?4o3(#v%W0F!A@Lp=8%Cf1?9KviZi~3m2%dnC~Iqk)y
z@FD0Y8lFCZu$=4)3xBfmWE^B=Reaa23as?o^XT*T_4@Yt^un>g6Oj&upN(1TX%uZX
z8-`u|=yx^Dbfj@P_kMX6&*Fkr=_J7k7idv=_YVZ+@H;4inaI#)8&#nsvGFCEd0(C1
zfh~=}OEl^IPC3B|87<Yd;99VAOtyoz_n85YXt2p}Fl&}(BY#`<AKj)nqhhyR*DYRY
z0M~$r!OYRyq7Nv0s;|4pve3^ecg}bmjmms*w|lq>GUhj34SQBJwF_J}tvmd(-Y&1I
z-RrppSS*z8%{n%(Pd612I8ND-ZkLU;{hrY4fDzIZPwcEL((U$gJb%E|Z^K=X!B&?2
zHp2T|zgO2<cYouC+9t2vzgfIbH|Ch7;}Xoe$Eq+!1)Tc%)Fteb;~bN}!+eD+tg0~2
zPZlU-nRRKhKgql)rVvE42}`4u*7$`Gf(t?plsaI~D2~a<{@l`Dj9+T~RwIdkYX55F
zaM^^w1nQi)YXjZk{s->ykyQ$1Ze(+Ga%Ev{3T19&Z<i3V4Fm!*Gnb*54HLKWr3?RS
z0x~t1p_mO56EZL|G72wDWo~D5Xfhx&I59LhmmpIR6a+FkGclLIXb&lWx^sABUG@eV
z+jc6pjgD>Gwr!`=NxEa(w$ZU|t2?%hoBrlEGvCae`{#Y?sXFy8zI*Mp_c?XykP#^;
z(+Qf`8<~pP+quv&(KB)bWMq}>Z4K>2Ol>Wh80qAVY%CpJO##gGjEt->WMsllriLz-
z_I4tME~eZ74i^i6ys^uFr@s?`nURqTh72HXYG>;7sWbr?c>-ijT?|z`9ZZ=3l!ku+
z1$$=~IwM2pPqnF?xuu;c)u)TFy@RKdrMZR6pBOB3bbliK@fM;7NEsSi+q*kkTLKL2
zOaM~!vh)Bsd-qSFC4kc24q#+zVQ6Cpur~v!m}&r2l|_}50pd!3@~R5TRP>*Lm0cYi
z?4ACPi?FhasyHn`L{Lse6kw`G3lLXTR{8U(Vruuv-<%d8r}C-)ljqa$kGrg>ilB<7
zf+!QipD_TK0B)vE&X#}D{uej$PiBCBQ~Pu^bF#PnD*=Gg!o|gbn}NaI-JRat)!BvK
z-pQQa!R9Z1Di)T1&H#6NCu_jx(aF@t^smCW+L?To)5XH{9|8W%3_!-x*woJ1^pBI6
z{XdkppQZeC`jor;i`Zu&T>iwg`G+~c+0^tu(pVTe|K%&ApdbUVHMF#IF|{+aGyXJm
zF?4Zt1{nM$`+S?4Q2c|SDL~lO$>~oH*?+2>{*~sR)P?MSKS!ox<Lztc{@*iZXy@we
z^|#vm=dg|K?VK&0U7Y_B(G*~2X=D0_z4M<rv$Xq5CMzf>DJH6{LMQXtcy@HM_Mg?U
zqj&Le`OErGJV6l|ZU84EJAjFc6~Oq}q@s2v!uGbdpRAo>{*+I|^0Q7Z_D-G*|GT-Z
z?d;v{y#GIclxCK8CT4%;z{J&oLDlY$Oj6|kTs}oG|CX7Xx&Rmfrj7tp4`U04KZ*b9
zn?GWvKjP1V_<B3oI{?fKZJbSgEzL|n4=~=&hHj<+7bjO!U+=#w{u9A4aR5v#ja@!l
z{&U&D{1si&&deUb^$+nUlYgrIuNf%+TC!B1>(#`6-p<AoU}9<p!ysqx^4S`c|NpGG
z|H>uiYGWg3XlqLOKkNG6#)h_*HlF`)^ZznaH~qt!@{jJnG?va{mL8@i3YIR$7XK*l
zKje}whM%iJ(9Yb(6hOyC&&tls{tt!fpJitA+0UPQlI5Q*4M4}l`ro?GRyDS^Gj(<b
zurvODr8502%6~EcoQXfY0StmtYGU$IH2=Ge{<0OdGqyLev@-`Vv#|pVotz9kVHiJq
zgPDyD;LY^e@Fu1ne>D$)f!@yE<<kY=;OgQFFtc}p`7^=nY@bQ~i2i}t0SrR_LL3|b
z2HAfhPG$gu(!UW4fI<1+h!wz~@-M{o>1X(VZ^Q{;F#0#*0x%f=3o$V=0vJsG2AKd1
zrvHY_pT=gEe^Y-ZHUAs@<o<W<XIksO!Oy%le}kW~Z2t|JJ`>yh4SpuJ{~P=qtHa;m
z=kT2V20!yU{|$Z?&E;?KlZNZx#_$>0^Dp?HbFA=Z@B3>pGyZ$h|L>&m7glz0vbQ#W
zRkt+xJR$zgMAp#7$<jlc@pC0Ieab&y|NN%=9|_3*y@~wITS&;>!<&wkl@mb6%*6&^
zVrBW<;+R<2egDJP_#gZ8U%S9(cm5Oq*&G3;rXHroFe{7p#ylZb$xUIUexmu)W#D97
z^rsaVd>T@*U@K|U9k^H`IlqWa`3nMnTLRL_3+!bixOM#!1MP}5$U@L<-ZxtlDyMEu
z6a{`8`pNp?B8Uo(WvkJv2Bpg`2bBFJraF?!&eJSrolS3xZ6g4vjvWhgb#y&NGf#dX
zUnddkl(ntrg1Z;aGc}_**`RnVBjI%7E>Cv?yL>#M{fIK`6<nd7Gsp|W7?Xm3aOmkm
z(xOSuQ_*jzT0As?h^p?v!?jhWw1ZRi2&}$GPhSSDlq6t{bLtm@rzdt9h?o|bU=A%w
zmwBYtwOOmrxA21yp3PHp^(invna2<Ahltcy$K6o=?(I!U!F$5_(}*w#^I%$4A5^Yl
zoNMhC_ANW#spdyA0C+J(4wV{z<3>8tiFM)pNgX=7Ku;JGuFUQML~y4V(8Gad6o{Gn
z6*OyDWU=O}{uE;<OA4glH17q&hzG|xN{*q_8^$R}6D;%sLiYC5*DY%=*B=##Fvb+6
zVJvQuux-%9vbY_#fewiROXXRt1?)Sq5YT34E**Ft9Ubl*z=oEaZnourt0V6kI%iuX
z&mU;U9;hGmU%Yft@n&uiO1uzzxeCh1$4x;cJ1&WCammyhJW=*9$$o|C1MX{YaC;Wd
z9?4)Hdwvm&7|Tt98U^%w+IPLm*q2ekCpp|oDx6rNCq_n}95|y<;!+cU|5Tbqu!1a`
z+>|mc<NKy9_VCrq!zP}8kMkYO*k>^8L16$GVSQxFmg-TPKkPAr6~eP<v-#&pC^4T<
zsq{bvS0w@k#vC0;>UTwmEO4K`#T2TG8W5IJ*%r3sJJ!cl)j0DH@e8`NKxGfn>ZOob
zSs2`jW;8Jzm#@dOHj~3$yu&xYk;G%3lsCfTv5&HV>M#Hw!|&{W=v<K=C!Iv%)iDKJ
z+I(jybinHj^#kY-_|FpqF#*J@Jd>iBmo1^hkdFgf{S=Iz*PmA-Y<j-cS`7&SR9qIB
zV?N(B&uE(6a(`WJd}V!WGZ#aC%CmpT{W{)_G6M)D1?L$I{30W;0rTDN>Oh4S+F#yu
zuCq2ODXB7GhKHwr3H6=}))BH0#oPNwMuF3GeJpV&kjQUh*M4K8%)SMTe5L0V|B7?W
zm$}MiZuWpO3`U#->^da`$v0jKff33<!j=uVlXt=3&ON9YsiVlNyyJ^sII{b9weSPA
zwSy<Mm9&WXS!=+_SEr*IxJcE{qJ?a=Gm5KhB#B8H!TPp;GsP`e#k7GTy8AMm{%xY+
znoiXj0$)r=`-_W%9E{tq+v(GL<jXhg3uNiO_36&Qgoko=r~e+SH~?iRNaz))=(I0u
ze%J}&2|};OL<$O6-eS~0*9;+FpSF-<gM|McY5vP&s_dA6wIx2xxy;rLCZO;8^Dc^2
zE!E!Ce(O(vy*d)Uju)!w3?lj2`Dnry?}R=TflT;cZSB97POKAQ;`2zMLWtMK%J9R<
zpWEe1Ptc$nOHTzRvP40s1LI}(T9diA0+&vcOt78?g}E79qm)=?8_#=&5bY^HIMbN`
zx7s8SBpa!M$hn6NT~Ei2`-f_W%fV_L0DY`MsHn4l_IJ^W1B$+%GewO#Vd_jh5zA#Y
zpB=5B1s)g&X;s-q6X8cX8{r$0hEJ2R$T?&apicH^Mm{6W5bL{zO`;*ze*08(DKb6?
zO+Uv2fcb?F2DW}fGe%j=!T%LNT+uS!X8zr_N=4UMA{*h3crgs^BFLm$z-$~lA_9}n
zgR>@o(`#@15{8|c%&$!aD7O_F<YM2G0pQ5Kvtupj<=3u_)lxbOPpB-T*6ljt8z%{2
zG`%^3m>LLLLe!_udWp`Zu=l`lUs5r`J_rPR&8_zG@*d)GH35W<@H-p&{andDEW+J;
z8AfeN14OJOKS#D9v=#N0*vg;(cMK4&0c<^gMKgJvZ&`{JVd-o9n6=Fls`pU|AL|rJ
z)Z>UYSWHnzZj$E@8v~U~edtlvY=hgOg=CIW*jM%1!ciRL0YkA+o^!EuC}gW<^}}1f
zv{oS7pUBU+I~S2FH)}a1ZKCX7c>LFUZ%YWoIbgAXP%$pwfY#SX@767UB~{gyKwJ`k
z6EPo)Y4}guEoL>+jDR6`g32N9w_viBGw$nYx?~Ux*A$U-vI&0Uf3*lwCA{y$2C!t8
zh4jJJ#n93^A|kaQHr?*tZ&x9BE%Xg6)V7u9t2{9u1Tf9UE<9*)6F~Jci7wc0l*-zG
zJD`yk&1Xp_9Aqo!p|IYp)6bSa^J5r)LW+BwG|`YY89Fj2lxmM~hblNrbO)gW^DS27
zu9Ow&gIT^E!<`V2wnMv3HgD7}Iukc7&**i%syV;RTyDpMKHfJOvim0}xsFMR#c}bg
z;q-Co+opfpeFQ#Pf3k{)?BcJwb2LrN30Avw;Bp`HsB$t{tU!-2V9R1E;7A*Pa9#px
zZ|_uFRG)OLZvVvv@)DAYqYkRsU>&r-P;phzzarZpevDFyR*T)H>EBOB+lHHM1M2)+
zcCO0sTIGo4Yb~N+dIC%2Fp43Q3T(A|o1ww)@0MyXZESmcM9!XTf^s)}QVMXq8xy$Q
z>{66*dG33P{7h#fHv{JA_V-bLD@1NqGPR2MV5l*1=qL}H@htumV6_oMc-{GJB?lQY
z2Cq~c8}{|~wLmM*Nn{i!V0Xg|{>qlM)Zn40Oi8#Dfgzv`nr5Z<y>B`A&wi1{Bm6bH
zBit3&n=hk41%5sta~Sugwu7u$w$Rw=xkVtmN3rFk5Wgie&~JK%w6FAk?~IHoKe!q*
zzsC6>+<R<i@jjS{2=k<qtGbtp+0tA1FSMq_ba<(ZB@?Yc)Mn&g4d6#Q%!N(f#i}g=
zvpqB?;7uIEc4K^7J<N5q9!IaW8c|Jkw}^Nf{6(`)5GRLcPr0g&uXaPc1^cs%@{mU-
z0aN!S3psB>MW6RfdnT-Z_<S`&8MiqcBBHt&bWkeZFRvrCtEm_)r`KgA{l{eblb6{K
z<hT$0i^%(EL$kz+8ELkJuQZa_ZSSy@MUV@mBq*n3!pOpkz~_fH&YG0QvR1MZnxciG
zX=`yu=jv#r+Hu!Tvq}6o3C<h$WHLs;{4<~|iqxVn0sAq|K%0wyg)3qf71DZ3vufI8
z6DZ&X^(@Tt#)T-57013i+*@K?d>~7OqO?SzYTsZmchmTsS`8Cu7$?5|M$V$&f6vg3
zJy~#E+k6ad%mNM$87?6XfgOJ416gSVJRExHzF(8AHOtDbAn#IQy)ey#tBu=JPbz&R
ze(OR#tag;l<eCJ3H?PVIgT_71v=ZUg$g+SGg%T;#&1-5SQ@e;V2}*fmN5=0$xhQKU
zDIUg{_e$sAD&>ocdtjcLb0{UGDj0Q=PJsraIjTE5X19?*lkkemyqE$84Hif1r@@0&
z#*q231Cv>3;w1Ui!`O(tg0(VN)0>7w(AarXm?R>@*k{;(7X3;_8tOHzS_p2U-q+3i
zg;U4yV^*DPq=Mus&YUd@a^nZLzw%mmjO3T^JtFyiwHnq6_)~eJSdJsK7)1-TmXg*!
zr&rcdt@xk{{Dy=!xAjms(&AVx@-AcE`XL5;_$87@=|@fhXB_aB&_U7rcm=wuE{4)f
z2huVYqQCclTlRtO1|Q%g8L{eWpL8L_Ss!;873uDgfG|3rrJNne^m>_1h7Xc`WFThq
zQvmQgDM5|-aQ6{94bmNN`pfkz9z&khUnRgJ$!4OA1MZFz*n<i&gxV-Zgc}SX_=Fxi
zj!@(HfKfsYpV9p?5BVZ1jn**1+RB#`l|V;ww(|IYb_!_Y@ACAbfxdKu_U@V5t~^Hj
zX=f7{vMNh4>D==eQch0Xj5XL%ieN18!XP#(2Z>&fZ>Mi;@#5QCgcQ!C9epvsBX?-$
zmr)EhZqM*N2?OEaEm-cW9HxQ5K=Ax}Hb@R;TBIJASt*};v8;S)g<KN>=y>GDUsL$S
ztQ-e_k4#-ojNIv_PTl~2(T#5<W<eK#Q{|R^aGSoUWSxYptV^lAw}nxFB*#}fmsuCO
zbdDn?$;+j-t(!X=G4C+I-)YD1WCqiwx0ZJH5lo(RHwrJkL^vRY@4<6L7H)|!TM-x~
z8y34A(lX^eIxX@D*@VW&p={;~#=*0|pt<RPL|$6nE{P||ZsNk(BXh)YxW6(t&prOZ
z`i>0SS@!!qXIui2mdJcdw)VS5?BxXtRD0yo;mMUZ(9p;CHg&Mn(K5koHGH0%$&V$~
zh}d6Yd~BNKuqkAOvDo#V?|bzQcl4YG3Rjp#7~*|?A(jy3vkoLvi)|){NoRExH)arj
zX=}BuqmFZ~gW5(l+x;rT1MX~~xLz7F<Drp54RgqBL`T&Z?5)vF^B0`T4V1*s!?YZ7
zu*3B7Rffm-d~_uj3iOX(n}O2t<Kw`^5mt7I!SqG*HHveM%(Ik2VW_A<zXJ}$;P%<B
zLN6j#+_CT4`-XVkQ}4)!R98N{BY69N2t6e$tBc==ho6*vcb#nmZ1yRX;()J;5#~eQ
z<1Pn7ZgWI0WFmJ0=nPQ;NQybG#0_3aDsEERKm^*)<^^~;>8M;$1@6C~_3OfYn+(cm
zX%Y!y>^H<^ar31DO{wvME|qQDM_|?WDs9AYZifs{y)0I`dDzt1^Yj>UV2Z7OVlmR%
zUU(Hgd*I_Lo+6mp83m0b#4hcwX-_$xYpg79VH^xaE!-+=ev^n>^6#?e@FSZ&DO;}Y
z$b74Oqp>X|YY$IfgrL7uts+JKfuwKlaDH9rqm%A^CB^<QIKjw1T%b_{u>L-}roycQ
z?5}u6uWg9pG7T=h@EW4+kK7V}EOIX;v-fk%@g;eSzzBpVbZUR4x~Y|vC8CFYJ>0xm
zfb2rQS{#OgLH$l*>B}SxC<(b<E&p&*sWWe9c6i>)5UCNql`_s1@hWlu1fvN=Jw~mA
zUh@#@>Sa!y655nag-b$M?@3DI2-YQPDs#A1^tb~?)}`7pc%}Y%z!E!usjTay={4fw
zSdx&0i2SJRX31M=OVE?;*hRwV$f#IwxMZhUe$&>H^`?3nNVSXk4}0cL6+7La_AGEN
z`12vlK`!%$c+Hu**q3j&X1$fv_kOXbG}5?-LtxmlPQ{rV+%9#FF{RaO;}9*D2CtVx
zB(t~TW(8NFV@-1&-PK`#0n6WABn;U|6axw0RrS_7Zu59MUfnujc#kT-u1#bVu{$Do
zCly+FuiSjWW_Ft>L#KsPfQ%io&f<J^m3|BmdQ0g8gHqiL=Bm?CB=h$h=J^nDQZ3Dx
zl<Pihz@ijUGKCqr((rACm*ME&A8~k?Kb8$<8L0EAs_iA|TyvR!jC8c{fUr5IY?MA3
z3=9tV&33s1s}KGZAlSoAox<jIHNI<WS-K}DE~M8Fe-N3#<2hDPRr~ra=6Mo$COO2B
zVblkAz4+WS3B@Q0xmxbxsqu(Jg_#CQ)w%e1CRMJPLh@8|cfgiceMd5}r1DvD+=e@3
zZpjma?kW%^^Q^UhNcEgG8(MA6*2rRT3hG-L33^!2I<(;~wni3n)v9(UTfO)7_0)%h
zu=3hMS5u>$Nk%cteqa1;unQuRni>U+vYl=>iEW-3N-7f(I=!#pg3Go~UOQV#sNjhG
zgKI~_i;sPa-jK={^hicBUJUD)es62LS!s~3k8Rhsj**vto8yqkR^W|`^AwDtne%cj
z1_E<6=fj4CLjJYZAMGd3p$J5&Ei=Fqf^S)e!E^>km`NiT&+i&{SXeEvZR(SD24*oh
zKOr<y%b#qku~MAdE5kOk8gD@>XdN#>Sp1^neS7r;9%bhEE5qkaz`&j?hId6O&HU5V
zM{|YKS)|Q>bBMTYEkndtRem3c7w-BYF7d}i1VYpO98}};2M@dZ9YKzjySTvKwWVyS
za|qTf#te334@|H>8eK=0NUvLD%XT1%X_>kv_J%YbOTHalnjV{{{`wt?ux%B+#c}z(
z0-+pLb}?wZBfF^RvPHHm5m$CN=op|n()-O}7JMFmyC%?NH+2_mXieScUHb)hySu^w
zER3Z#%KcuI{@mLLXKVADSsqEHi)qWdHG6OMwa)51&#70{%zfL63AX>bbqeFDlJOvF
zn|D_XH8x6)S$S1ifqbBamrP#zOR4i>9@a3-6_8M!bo;^AH^rchI#hZFJi{9lA*Zyg
zpW)trDwauuN}#O{5-fJOHQDXhI3NMd5e$B{ni-8>&Q7BxzPq;HC9g^Tz9mOmNa|U^
z3IBe?`*;u>2JDa`$>D`rnsh&Ulxz?UcX|7DgmD{AuvL%=>SkkRB(vFq8|k|;a`gd!
zlb`Tj@JzsfOlA#fGy(|{Q!`IsGwO|V<nW7s0`mq;xns6<$X17j2R$B){OSY`>|%Ri
z;?F6l-nMz4f{=TGfM#1y@ry@hVqk7<ft;T)NjkKw{S?V<Hj8UKr`!u*OPq!U?YlM;
zajgMfO~ky$QUz{-*tO`1wN_8tA`r&PW~69q^OhsDqEXALX$C*f?+Klp>o{4=Xu*4b
zd39mwnl!jT*+i?m)Q#N>0yOtGM|FYP!e#H-+B+tAO}f7`C(G^MPnGf3t&yc8P^|B~
zN^G}<LpCfu-1RABKtttBLom5F`=m<Mu<^t$b}(y=Vi^%;qs7`ruPCAr;<~TTHm?Wo
z8}(#vS}A>AJQ5&AGK?LpC*>hyK4Lb1K^pk`4OG-vXY+Zoa9a~jMYJ^AOvO>>$Jl}k
zo-Sf`yj^wKTF9?JN%eZ(os5c7MquiXz^{Gi|9mJ`l_`Kw5MHQ%%u*g0Eaf*b>w6n0
zVcEyqJ?oe_<sQalvlFBC3k;w*Vu28L4$XD5E&{3nmZLoPaGpFo%tS$QG+>*5eK%??
zeK(NxTeCDAIZ^RTw=MgMT;iNic4v{O^rk)+uAWGVAKkc*5?`v5f{c9(h&<E{A7bGc
zQBih6L{=$1g-`t1^W(WNa`}6n`VV7keL<d;hKdaDc$VqNCm9XI+b~|?hlX*9+%eHO
zaIdd!-2O1v8&TD#tj#_kHa-G>!Nu|eSJLIF`6$~?(6+tm7V>B}>`oA6uqH)uq=Za5
z4pzqVhZZfmrxHL>tNVr=QSdoP?p9<whG{LT_#}|HQj&G!;+V%1H{3IX7m1bahu&0e
zjk#^mS!~aoz0kV0yxK;c#Dd1GVst~(PQTz0fZ%^hL8$%o2f=SKzW=g+XZNetK`evC
zV@?r7OnH&Sj318ourR>@;Dv+`rgP?EOU6hipbr+;>9q>vSZGXUJv1XSAsBzMs1>89
zux3f!=*-9@#7^%fMYD=%gG(x8$4Iv>0-6(kQI~OaToiHAmz6I%@yJ^-yX=5vfYQv3
z-wI41>yf=c??H?7azoC4UpqP-!3177YhP#e7;;yjMO#8qM&>eScL@p8NX4yyl&s2r
ze*GgIbW}!?n84g7#DvEB7VDzOxkzv~RoHhah5R|SIeAjeqA7Km&BsC$%N0P5I*_$o
z|8Sv=j6CHqX!ZTe@k(XWN_lVm#)Aiep0E#jVHZ%>TuRd|ei^)fh2fx8@!fB#jPSyE
zUz$FB435y#BvLI=k?yrFU-`Hxv^x_+3<j%HqBRY)?*NklplWb+eA?HRAm@Dh{1fiv
zg}{kGl^2|0o%^n6eyS1<OMR>L>f)%fVX4MoA%YwiyPs)dcAZ)9UBLSJA+^N>;FcL%
z#+Kz9UBay0%w1W3#0!X38tC{RT7iYX`LnC3jKYPzd_igg7stUY+?mV$;VCB$w2CCM
zL7&>_ZglZ*9tz2rY2CL+`hN@v@GWz3t;&ywWSnrz%gA7pT>nZxWsI2R8z_$$@nktB
z!&`JcVX`LMj@E&h0Y?ofPblIobT>l~TgXD2q-^^s=HM)U(1oyPcrxkuNUFVS5&Y5>
z_A0c(;wE>gGuoIhYFWM#h#p^Ib(RFI=`R1#o0thAgy~Z_dK@#;I&SOuL4Stzk|H~?
z*~LfMWcDyUdO%dcG2w=33BqClcy<U|PDgDi)5jNlHsZ2%U9fxRIW&6SrbOwYMlWDO
z-=bIXi>CU2(g^C#&0i{C|HX?6Mt-K&?g)5%u#>e=U>r6$1ed7g1WLQy7p1=O>R-3`
zVsa$m>8<jj$8OpVhYBlC@J>oX>u3lbdeRIRmDOaUJkrOuM%cEG(Ida*mM#1HWwwOT
zz)M0?(n%h_mb(3#)$Q9PH=p%Dk@UMS(5|d^>BQrI9bA^6DWf4|m>5JS^35E|owjQq
zL1R_625P3{Lb;N^LUI(vk-V5;Bz9MM#_dH%=m<Pp7qE!}YH+(D+Ugu$u8SboU!KOZ
z(^w41&ZCC!L#FrmT97IVY}CxbJAM{CPL0<)uvl5IQZxHFIIs-;gk3TZ=ufK|KMkf6
z{DJC!n36yrKHuTBDmx___d(h=5LC(UJAX@S$>74Nm{xXvkC>pyg)2GOALjKsG!->6
z)sKRMefh2~atoxn+e^C|_1MDmYB4y7>jsgp7f?#bD`*)QcUDyb)$@8@lM6h+;05Qm
z+;hKH$!vS{4Rh2`r8d$RoOY7K(5<a?LV81go{fa(yB1>!mgKJ5bm&biy(}^m2USiF
z)HHj)#vSb{RhbXsUi9laqtQ^<33}n><{-N*V5?%JkbtB0iyO&@w^#NW7QRWB7E8<p
z)v*=2O|5y=Q~=}XtTECv-h<_BUeN~V7b|#+EKFNSp+lb#f*f*Rq`kyc!w9|wGJ(r~
zp=UPh5|ZOl^%QZ~>|ehZ4xwmQQjVJ$G<A(-Wtj*rD*1!ZxKcMPwpaH>HKf*(7Z-{^
zn&(a<Mi_oi@Ga-&UA;8)TBG2fs&`gx6OP@#24r6aEk*>~GQ5lC$YV(WIrE^3ASy~d
zBz0_rCd)I2SBbMImQSNiaKc@9zcfXEt@*^vM$ThPB_FrD?lW{TLP|T}a+&E%-=h1D
z0%Q0?3EW%=xhP(f!DxCKHW^zmr#fKAmVE_kdO_&^s3$NFB*NdQjRj3V>4PPMh=>0m
zZos#3wT#9(L+8C7mrVm3m&cmAHx8#EL5M?3sHJ*D$dRsPC7VtJra}cpBg&tDLCEOT
zmHTSB(k0OJuvmMgXDFP+XTX&`n?TzZR1*nD^s7S4`=Er)Cd@ry9d(aD^N#6<0Gc8P
z)Gz(Tp6+2V%xyi^R*%)8^=x0F{#iB&{aD&Iybxk9gLGzvM5Ri6pKY{s^J}*BAP2|B
zevr6TqJ}DA7r5Q-&5jLW(!xW3%d__-GZPRM?QBCh#&CP}s0vyeu0*NXxPvs~tN>_@
z8Y*Wu;*)*yvKzlJwFq(vMb?&mbuc==m?)BOtw>0A6){H)X9&;iIJua2itU73ZCZS$
z43ugY(IpiNv4{|^_wKn|;39PHAO2=vzG3N1@AhzSp=oX075Kn*+ULH1{w9yYLjm6x
zPnJDX=dp-hCH?5)H@AK<cGd>p_6o40;Om|{K7wXhNEI)s|LG);6_zYx<(11vhz^QS
zfJ@*+So4cRto5<<8xV(fYu^dYzyx<Ku=vmTuCCo_=q;(Ws!&gw<a+9@c$n<>C(T)j
z!Ihv^sJ9P0L$-W)Lby?Xf9Q-Ie&pHjNe)$N`cI=iT64Dvds)~7xN7_8XdIzjgHi^i
zbk)(T@}AI0ZMGiTq*WE$=15Wr-@eJ(7urRmFJ8Frw3xx>ln=}AB=0jo>Q}AV;fzi$
zj^CJUqU=WPuZQ=7h*(B8t1YjziGD*oG8$45Tu}l%+jY@j!MMGD2)G28B<2)CJ=WmL
zaP|4_S?8J26S2xU4+%>2T#N-loX2Dy4uB!<GwwXUwPt=$v3|==%yf2&3vfXnSA^MQ
zRYaq+vp&)@WKjYTb!Yg_BIs$=LuJG+=Cby`hx;6}@RC|>j^aA>9MZ;#B$9Q8XWO|~
zDsmKcr4pGbRdhao<8j2c#`HU+w<^|2grnWk&Zs2vV&`oWPlh)xF(_RUQUB-@Mc~1K
z8<90b1#4x6Dx=_}Y1r~Ja)Lm6=nb2Mpa}Y=-l}f@O<ZqUcKk@D@$Gtge&d76fOD+S
zF(a92wyXjH-_5}K_c)7OmjO%tsGt0+T~NIbIE_Sb;LtFCkvuO@$P<ly$AF-s=0M&$
zbtpRNjM)SSzpOU+GY;5o%3w6NB;+?g+J<k!q)oMRv{K%fVY=zQh$E{X*BTM*x(1G2
zQqih*nr|Wtxj=>%5bTSMAB~LkOZ<{w-g^+QIeteD@1zGRP-Aa*B6Gi9E@1&YZg6Wi
zFl-^u_C<w%9DV`|+_UtPdn7KG9YA5*q0p5Pr1Vf=r-fV^JqPyvBu?4-ITYDv?=Dv4
z*F`_{@g|$JV5U3IP^!dW3|Ep`xb%%30b0|DY}D4vorBEADgYN__zYQvqvSYhj`Fr=
zchbJ$!c0l;2l_qVw``L&j~HeC<v}M5c9o2nWZNHqkkwq@x605bTnkC5#@&4{W}tfX
zM6MXU^Go{EXMX-R53wHaBT>y8bbZd%GkfO%76;$osLOX#R<RB}EL`gudzosd;FYKX
z|Jo$(!7?4av616f!->$UOx1XFG@u)FavC6u-u-?@5V+3{T22rb*x%O7MdygjE4))y
zhb+;5zb_YfLPvxE?vi`p?T*3utu(yOY>}og1m~_|y?M8sZ+0Kr#99+`bC+@3^VTB5
zNZ!{$z5qsEIa>Lu<P3$mUw4n+W>#A#h#HVy-ZOGeNd|t7p<~{n^Oh)Zi@=4|tUV5X
zypnN#`@58>Q}5Cx^j)^G!HXD69JA5(fm(=vYgTD>lqs=xjmhg?{*BN5hB)Ia5kUsA
zn<a8pDOZJtB1o3BdG3I;R!wY!VY85A*?4UJ979y+nEr@_Y-q)cGLf^Ss~J`3oHKP(
zMphhQ%r)dk_gI-3#9>_BE)FJlVNBBqJuy)aFWhfFjD>828e3N+E@1ptaiOU)MQ$yB
zQGtA&8}Ze7L;l#ReQD%-YS2fn6NVE7I9jbMA;;u%Gmbkh6b{kRs7x|i)1Ps#Na-}3
z7f~ROhJd~Bhnu}a!YMc*?yv!$w!^1KdegIxF-)-xQ83rTWD9d~b*8Sd2haFAf0F*z
zZYb3`_Mz`brkOxO2N(5-u?XdUY3{jy=7fp*Jk=ass#*y2-wO>9rZ;0#v`Fmbi?AA0
z&3cx&1BHk4WTeEwm^)MAG}q<gm)ak;vd>ywba_MNB-#&~Gx3vcV3ov&cw{K4SRk+I
z>!M<{Oh|;evA}z^>&NiET8(`{B7SiAr8eQJgcAh<PmGc5M3Mr{+eu8Ln(+{S?^s*F
z!RKhSwlFLlg<5u1i49RA;ft}C=%L>JNNSQBOag}*r2<TA2P9*;Ym-3?`^`*T$ni`_
z@g)s_S1Z9+{9|C)OBAv&*Se>D(vgl*BdABtf<)RtCH{hr0YA6FCm_kr1rLnFlJZsu
z1f;ik72p706Y8jz^5l}r)#l=VBivxY5Ef}5-w3{;+b?Zp{MZuB6~6^4+K%0YSxhdq
zbHeGmuq&pM^m25sY5@B+{+!mdU6UuAhpfcc<Ki)A*8hUF354X;(BW>wtVfI?k4vyf
z-??f<L9vsCHzkTJw0#CRlWOsY3KxfrKp$`~aB2O%R^j$6Be`y}hE|(@HZw-E6O$ci
zbzz>Lz25H!f2r}ZGJ?6=loOV_)Y5u)D5=8sQ`v{Ra9-M>@SdymIBt%&gMJ?Cn&DAd
zyrLfzN`^IgAHO|61eU%oVD~bB1ru1!4Atc-j!9BeW;t<h>!v;)D3bUz(Cc`zP#Tp_
z9d7r~vdOFAd?Qx5Q~MTworO3+Cm)P?5a186gF`Lb{}B&5?iRg&`KT-j6p0Ap4i<N+
z5ks|O4CAh_i7I1rC9|Fgg6Tn+VK)zFB%ZVF-j2r0v7_)_2kPkrV=Rc!XyP4qch5Je
zSJe9sSuPWs(wAdA=1`re{}SV|4<sp(F8|%q#-Ydi8Os0MXcTdOi3Rd#1(~%|u8Lpb
z<1*L<4hx%5QBVABq3s1{D(Q+!E@z?S;F*$$A$EEHB~m3rlf;n)&n=t!g&}vX@TK_n
z);HwmRLPoaV0MN+r}KPTO{?k8o|0N11#lHKMY0$8Zjass%L$g1T#Mw=#wt6@2KcNQ
zh;4Of$b(cxm82ejq4|&vhDH*tRtd?7McV6D<zGz625_X6(j|`anjqwZn@Jgx_%Zoh
z<RPA_)VlH@I$&a@VS}<CeRt*_+#~rVh45Jd0_#>=5uUw6PO(+#wlmEVF?Ar>GOLfR
zS}Y$6EhH0G0&+N!--6!3L&|Fd*qnVkOBw79P2e0<CG>B9gAn1#VSP`E84lA;`p4Ul
zwS5VdmNymMfjL!bp^**r!%5Xz?!Z($U~zt0HSl90K@%)ElM-=;4eIiZ=S3R8AU~ZN
ziTS0R?prg*#-A9;(ILLXH?7i^p2|Mo+(_axk}A-Dc`(p`gFuaD+gQWABM<D6-H#|4
zyjHhu_FPqeFh*;5Uqk(Q3}P~u_2tFg)P>&Q06|Bm{P)pn_>htNWn5PtK}rX(H1m21
z{Kj<FBK5Fwyr#+z$-50>4~PMLLFM7u*PnZOR}HwUz)S97;k~rY@kpgWu%(r-Bs2$s
z+k7p<l%tqCfv!jjU3T=Kzq+G=4$*+(Sbyc)y)3JLJX&<b1JCg)kMN%pcT0l7>G)JL
zX6nGq#%*R~*sb@=L7udkrmk6K*`oXTH=#e9a$ox!!;!+J>!plpDZyhpc;SDep}%9w
zM2Prm<VW_KDg@r*vhtR{%FM2mfi;qhAYWDEysRb?X&rsvX!pRZO5bYwY`Jb$qn1e7
zG8e{wKA@N@o??EU$Ntq@uZ+JO@C6*i1e2ge{kOXpD`=x}8Oj6RrP753Y6SQiZgJ@M
zFYIoOcw;DKIui*vI1pg*a7pzEdLhH7%S!l@Ne_&2AA$Wq&&MhE3?RmQh@r&+MflgM
zBq?9sNk%4+4$lhvtz^jpNP$s*kQfpb4Kvq&4ZPMPJDv)&qfmk2T_U3}+HP63A0e%(
zXd3y_7!2kAPLna7odrOmd8{iQFt=tR8>?4?WXO+FPh?M6-jl+HS$PHWq1$tZ*S(ts
z)uji`#|gGEmBcL+&LtyhH^f#*qU?CYMH7N)%G4Wa-b)*2wm|l%3RS8Prcz;m<@x4+
z3M37Asvm~_hMF(!VNhUNO<T$Ysp&34y9jU8bw1UCnWuAS0|ymR9Ic@qw6K<0JVigw
z^b09rx$cl^HGI?9%3<=)C9fPUl+EX4ivJ!TxA~wcdq@!`Gc#RZ`9`R>o(u5|!Cpgk
zMQ;H;5e${9NVgW<!=eecO3a!T;<d?t3juR#*_+~5ueH16H;!jE?*zYg*1a9-4ekq^
z-q1^Uv+}0?OFtD}_X9i^c=e_$H)xpnOsi4{g<BYPAUd0>u^Wt0I`~q=Xmw<XdF-*5
zOn0}NZI+R{$o9^Zya2CO#6s{J*Gi4>3h_obB19;$dYK4*$eQi>O8eO8_DrvTx3bV8
zjRo{KAL7mszV8xE^rjuFATIk1XWzGG6QjrpnwX&GA*E2vT!0aNTiPO15z_NRuw~b6
z!7Rs335|s3kf%~Oty9B7EbNvehb<$4f}2ycqkN=uW!6?pmlisxg52rJOu1<<+GjF$
zQ9P=Dyv7W51zfRngFUz1;hgt>?l$py+$qf?KaBeNrQ147>1(nK<R0yKm_Z7GOZ|Yz
z4#xYM{5u7Ei3)hOc^=tDDja*2)-_+wL0+GOHr(JUQY0q{sd~NdkTVkQoh!;MKXc_u
z_Umv8C{F$EN!23bGbhojQQz1w=_sJ%tp@&Uk|T$SW`@SsbWLcLDKTh&2tB>;bvC9y
zTWONdwF`&Q-vSm>CA9oN5AbO&UMb47Pv8dXVxo(<L<ajf*q^W6gYLd(5U9%wo_VQR
zAj5sRNg)at;*g9`+vp?UWgKU}=|p+!3}W%LO3{H)3tD{JM;X2@Ugh%3BexV?fpi0^
z;oR4UU9RIQ*?1_oe41{5Kz8AJww$O?DsJ92%~xrljc|2gaP4U79zREBfAuSk*i`{d
zn8E1{{zblIHZD_w9Ilx`ho9KK<ZAP#;*LNa9oQ*`wStk4Fa%#mwzvANjncw2l)PD-
z;<eV~8V&p@V$#^F5afJvl-ze3R_7+sE%ng}B8N_owt)%emw-ioW7weQbozTnzO`6w
zLHP^Ev&AV#gD&QFJE)u<jqmVCewJI*9g!(%+UC2*m%i|OP)^eW|1tI{sQbr(M}Zat
zuMWOW(^~Ygs6J&<_7F?jLZIqJm=8B{;0kz4S@MF@le@ZKX`u(g(ovFAE|9EdIvU}#
zghXjndU-7UMiLZ%zNXI1i31Qg9h&}AC_oI1s9NByB;=MqHn9dhC~0B3{JP3QZ|=O&
zxZY9rssqSpRFEem#%;d%AqXDdBgftW8yqR{437u`b2i(oB(GhIQ8k3kv(|RL>Vm)P
z1s0!#VE5#pW+5NS#~FVpa%AYrr~6@63$+vHjCIev6fY%z@m|n*qqvI&JCQKirYEL+
z2kac+jvK5u+;j>_anIkb4q<mT${Kp<ZrX{w<zPV09EWocH5hKc7%%lq8nt||nmDEs
z`Cn!=f{5+RbraY01YRS>i^5}*`>`76IALU3ms0YQXVSNKHbgr3ZB9GBCl?WBNmE0f
zS&=#X!aLA^{&KNX=mkHf37u|hC)C=Y{p|9@jstJnNkK$e;rxC310DY<Vm`VL90aiE
ztJE|+25bbec2q>Dw%1^6k_G-9Nh*|MZW&2=WqH0?ewT-vK;BmhL<n=DHJ;n?2ZC+9
zDxZ*%Ks)tmbsU=e>uhS>-m%wCs_)CN;!YpRB3872hW@kZRqJV>2o15>2JP>AXfWT#
za(v_qDGfihG>I|6_!vofD<(%LAd*PAb+h!}mIHC1Z-Ql^rf4NI`ej(CBxx*Yn!bJL
z6%lw`aGuPm;s<zr9GLign#iIH-z7j)rUktdI@T@}(^YE91^OT(d>YX;bYV75<rDj=
z2Q6@a0B)QL7q6_EDkq0qyYHB@NvB(cOW@m9>B;_q#ivAXgyw<svb{5$LD}KLBVi$<
zI78**`%}i7adH^*nBKfk`tgIYs4K726TAzCU#c(3S9a9*6_<n7xs(bmWXd%AeOMmq
zcf4BOv%|13cRF}(6So4h3$d_eY$@?t?;m1+z>!yP!>;mJ-ySPZRB8PDkjm8k<`y&|
zNfpFnM{TO-MXB;=2ncZHPfW_86<nUr<xsMK+IUvRp&VWe49ad18U-fQTXiA{eArmK
z0&TH#C?c+Qej4#@=$7Vnk=JL~WW<R8XF!<0J#IZm9eb9h)fiDE?lCHcKV;FR=J_o`
z*yQ@Fe<YWebM{E_zna7~7(bH-6y_eh&+HlnV`plS2eqfTR@zS1oH2=#9O4a5Bhe&f
zx+@0w-Vq<R83V;s&xy1X>qFgoSS<E0t50g;4KEDG`jFCs<TIU9!ktzXzb7LoA#I<w
ztMbM)JiH`iPA6OpsdT;K!8F1axuRmSJ@G>&e{MsP#TGJh@gY3D?df^KYb2b-b^pM8
zi3}Wr<<>Q-P)CG%oji4KV6%RtB&4HBP`yVkK<2LVxM&F=-|FCjUiC6NP$8duT0J}6
zKJ5IK`9S&F1x)^mruz{6l$pH|TJ>DT)%G=PG70vDNe*`cQ!|_pKjh?{L8Qzg&=Gz5
ze?ZJNW63q4z9)Pqfzz#J9s73mnnLy0!P79|VgJ+Bbrnyd!N`{Wft0r8jPr52dKn!p
zJi%Q5NVuGzruqTh|9YU&XG8n+0ZeW1IgZ_58G{k)YJ>>%mfE@c0%-t@9dV4rn&nu#
zh=hmAIk%ul5|ExC*W!alOz^_(myg|We~d8XyfA_eoDJ#m3wo51gd;MmX_UkGDT8V#
zWuBkA2!Vs%*9ojAEnSm+GRBVG;G3Eakx=>4YMc8<V4zA)Bf=Q<c|KcX=bm4w{BItP
zw@2I$5@|M|_GL6zI!IwyxdwjDxsEAets)1!qezK|-5E5U7gReStkW;bjQelte}$4T
zHOSWx6{wJv;!B;L&ibA0EMHJ9IURmq6M#ZWU}dQCWE%~0nAV`hGmc-W5&BV>&k-m<
zjjOaph8@3)A%%+XbQrTjhA`7=E+q55N|-wCk~$=A4Uo4OEaRm0g~#%b#z8-!F=U*4
zUH34lEEyi7Oxf9$A&aJ=kjj|xf8~_^?qVMfvFx}s{c|3d{wI)kVox3@{xL8*(^h3g
zDY-Y2?7<4kK-cKrp^UyZX;ozJkT_7YwpvHwa_W`(Cddq4LlKD94+)KIia4DBn)f@i
zU|H<LDWUh9<Lp?6_V3S*#Egb;(ZRPPcN5!!J8E;0dvk8QxEhSK<ECS=e>Uwlnn@!%
zDfI#!wLC6Yz#9s<M0#)l2lK1_#6&zN1LlHxoJvzQxx$*%?u1oy+DtHj;)@;xpBFde
zonTlN_tChwLHNjx!!Kb1%060|fGt&_EH0Z2n8)b~xNQdXU42yL9gIgn_-iT#=f{)5
z^jr{Y8D1(-cif;3cHys?f0rApc@cQS{^ite93+zIX9RB#_8-3LSpHCy=2}Xebb^~U
zD=$h^MpsUiUC7|YZi-h}LGm`!AkY_0a9G_Evpuo7cFT5<%e(sZ#BZ=)$Smn-chdgH
zb1Qtw;J~<DL}0qz8HpoR(sB=Mg@UpvI^8Fj-k|*H0tUH}wsyOFe>3?2^2S9JSHu7D
zORD66X|)VW@4RM3N$D1hx4gCTd^s-L#Mn&!+u#~MpGxEAmn4Tdrl{o<trt9SCs@$M
zhl}UC<m(DuXe(wPzcrhyz37YmD!x)P1eSS?j1t_@(=k(~_R8a@eb@+1`{CR7x`7}N
zQBYS2@n6vaiw&SSe-sC#^~#v=V)J#Zqgq!&^moz}Xk48~a^B*nJKAB&Vk>ITv9rA(
zKW2m_%PuWi;DD(EH)&@QFAJpdUA(<yVnrK^ns%z?Ys%pc?l6D-FrRsKqcU9wmG<rr
zYnxN``KGCMdxop|fWSfIFmLfDvV}Aw0&;Tp0gEP$mp)79f9$E&nGth0bnozm;I2ac
zPIZ~x`eHdYSb|Zn>etUf><!m0a?g1+sx+klYLmJ>W<3w3yN6o4_i$Gv;wf9QeLi$4
zO$F1u^6FkT;C$(N*YBM%`3T4C5(Bz^BJLpy|NMtoi?4+zr~HR$<-`@8*D0>%@sst|
zZ&~{v;02Rle?$f_Je(>j163aw0#poR6V9bi+|&#D>Pz8x@ja>Kc{t^x{U}Lr(W4gr
zb<B9Q52xtihAiR$Wd2JUT4!-dXxszbUELgGWFGMIHTLrRm?l;HL&gW&c^$&9U3Xgu
zYU+LXNtCMU^~{sM5|btOk*0~F9u887XZJMRkqxGNf3;=suWpfQ8`?vJ?ZLd!3reji
zoZ2FDJ!@vv`21K>tCXMA(PnhWakx*gymQxSa!~U&h!pL9f4tx~6;sBndcu*%7K_@e
zSp{qQyL3qPc0-OVzXo^I9fOzlPp79@rEt98U^>iwu+OA5T2?}t{<6silBh+3H&zP0
zpm9ODf8{qKyI7|C+OrI6DruoS+@8{?y!D~1<)>pWSmul7Y;!|qS=ZxjPYLnXUmG`N
z%GmOeGgU@2_M^<Zgfe(JYfu4&%(oCi4v{aXc8r=t06r6=cMWND6TG6sJiJ}6!1M#|
zc_Mv@zh!sKcJ}Q9+U&9dcB3ri-a4A6WpA7me@l4h%HGC&8aJ7XA+a8$W$J<Dmzes{
zAvqyjbw&;X3<&m+;|FJfn)qCP$a^}o6GHs^A>yb;L9tS4eN!J#Xm%LK;PskWtg!Sb
zjht$R#x%iq+a$UCg!nXsyDL`VQglSNvH>HWv1*%vg-xn)Xzh`&NVhyGW>|=s8q<>Q
zfAJH3F4|x5AfTp6yPV5ScjFTQMdws$@@oMPNm02IPN9~C^p8!)qdC}V`;H&LwnSAb
z!i_Bl-q9G+4Cqt{N=|iy(im5h?HOT0FWsSHc!WAow`9o9KsduboKfBXdXiCazeKHI
zeUdmi2CTD}>~u08W8$!gj>GF_(o?BPf29yF(kUm{Dp^M{DcMM&aj_2nj`Bqui%|9U
zS~v)^O_6BaEJVWyzJ4xn!Q25KGOI=w@gQ@B5tP@5da#1jPVbkS7!e%lyU14YU9Z7w
z20DAu<eDUxTP--++2rqZ>H_aIvp{<tQV~{rTAM~c!%Ss;9TF`GlkWxFcQZUNe@!CQ
z12kG;pwtFg;R+QKIGlw1laTclA1ya=x3@0P1IfS(--6jzyaCku_r_RJ)1XcZ*HzS&
z@kR1@{70FsmwKrem~mJ{=2(JIt(QCG*Vauz@8tC|J9;p4ZgiT}oruowQpS&@+*@#v
zgFRMrzj-muG9z9f8s)+u{I@>{e~iy9+fhH5(yhER-iGoabVdDCf5md2YhrjDul}&J
z<*(*y`K3W6BB)23KuCpqgz6B%rpxT=&+fVD1Lb&vx<j62m)5HwE_#(4Ke$I^rwxu+
zH92hmQ_@7z_d1GK3|<8ks-S+h@M{azHxnbT_n=ZZhc6fKo84y``Y<T_e_<oE2FJ`X
zu6^+Q$@xT5;t?!{^Nk8Ch_oX<DfooF?Diegui$q)G9nFlGq+cWgmCR+OhI}W{Kq^8
ziW{6NTQULMBp2oEnwpZhk8XPFS;eBkzycvqG71ssXDDuoi?5J*R^c@7b@KAc>O17C
z!kjM@xlw$CniB@b#0tQHf8;Ta9dfEYs3*jBYtIJN!b5Y;$j_Eq@5ZDkz(5J>M0j;$
z33;xh1-*(^fku3}(EsBe5Y(2Ss?y6qf5}G`yfwQ2Jj63`xCIKt88l^2dS^ws!_Ei5
z)!@0kpFChyECHj;fJd-pg%cwqm^|QpOM9&9_{TLw0Nv_DrEQ@Je<^&sq?p4i7TB!d
zj?8KPT7zS&J;eMP?a+@J(&d&B9yBZur8D5YZeG(;Dvenh<2%8^;Zz?jpL<W?<p<W2
zQ0YAdR>Ebp?;W=i^qI-dK??nP)bhVfqrbADf1}y{okgY$L=enYe=(+9stA>Z{*<a&
zEiE6v^rNr;N$6g&e|2!_QVVY~i&_7sPu@mh_=uIA(+|Z9ayw`&oK>LTB%1#NB3Cj^
z$8U?ugDh=9IdVGK9_tML;1WN5M&gkoR;UNa$jBpc^R%8`yAmaLhTu2KQCPr~%#X$H
zYD3zVywOQmv#%4K;O54DOL@CVw?du9LvvHS!HJJ;Dl1Hle<heD32H^5n$aOpGuU9H
zzopE?n6}|Cml0{1uV<dt5}X|fYZGwX&{UoRXHjzQPWQkp#l9^{Y`Gf4>ruthF730^
zD}B|RHY~dIk;a9-aU*EkEzvk7S&gdVOJ2S}jHAY3F^zX*pZV4)uzz~sG07k$FHpj`
zF&Fp5Z?i)se{Cd4VEf=JCGF7KemWOjoqz9`7$OLzMd~LT=gK@&Hd{Q{X)MudN0Sz2
zBI6k<iIR;-Z<g9dx3OQ?5W^vm{G8Xbr5UXERqb#cS%21d97G)m2p*kYXbq2G0a`dp
z_?>)0m<TuBJ{GBxB5~1tZa2|Wn*LX?h8Dz453>Ptf20sPWQC4U<R%H=VIHK$^+)rD
z)DcfX{8-Axfi;|wF?T4#R(Ai8qD!eYRX+6aU{K-A7lYyGia1j{9YlM34=VtZbt;33
z?-2*XdCpG(6$ATZ7WV5&<d6ezPv~a?{HetBKxE}ak*fL{@sSEF%hl_KrWLcy#W8#r
zTUCQ!e?JC@A^B^U?umdLdm&^JHf52eyJ6KK_lh#CZ>9&$5R7fDX0<^Jgq3`hwT?3-
ze?R7C#osiYS#{~R`MeUT5fBSV@m|zdDmYU+qw*VJVir3V7vT!$Elf5LoO~y5_1?av
ztf1()WQvB8b|M)sbfvD2>uMYP_VwAUKMO79e-wB`a0*g=gV8t^brrevM=PkwB~&gC
zGBSvJysIl?wbz`I8l!P;QM1Xt%|1SAVcv%Vc&TQe)D~T))(H(-aC~H~ss#Mzys?mz
z+H4%1{d`*iml#5o->_E*kSm8!S>hm{LRUa4b6}1k??(zaBhJs_N&jtk0>_^ozshkU
ze~4sTATO-u6+x2DL+ho|^ohf>YdVed;(w$D)(uc5wZAp{Vot9VA=6yWNXQinE{lf0
znOTq+6Vig0gs9L9M7|xUjo{RT>?t@i{4SEpNqA>Z&U0Oi<TjTT7La3kO3P{zMc*6A
zX%0i0T}s?e%mDs6y6UlOGdK~aN(O~fe+u569cXZXxKN>bO>f>X&^GVDtykb!<bB%W
z6!okBpl_e|l1zFevetgu+7g?ZNX!$~yiDzRi_etM!&5%2VwSB$8GeAd?y&;Yg#DrI
zj)Z2E@1|5X%0zCl(~J;Hfd!ijF9Y~+6Lb9Np7V@SdLY&7vA!zbTOCddF+PFie^8=L
z^ks21zysDFvQ|4UJh11M<biQ0R7Z0v%Y*g>dQ0gFaW2$=YK%bxtSwove@kFq1`d;a
ze{nU>W?{kj?i|v(qnT#ZHsGk`An;kY2!8j7QW0((dfhs&342_*=aN_bEoG<LB8_-i
zUc6~IFSJezVp;6fGX^EWECkn`e-E&NS%{4*>k0Mj`X$vB_!u3Fub#Ax<E5*Y6BF*-
zEwZqwb8$uy;l=ub6nogtj#2RGVmR7;nvUxfS$%=Cy8#a)NaCe=0hq@iyW&Srnnsf#
zc9N2^bq^|flH&IcaFZ{EPcwO-h>0WrPaEgdoQnc&*%&+Av2EM7ZGW+Cf7`Zg+qP}n
zHg=M}UDc<b?mt*hvuf2GbLeGqve=>ZqHY4JF@S`?Oo_4hLXOf;jt2bpP8fk)(P!=F
zO(@yGu8tmygqQFAfkxjh+Yz|_V*~u?l_k&B(S4FDudPdVSBN&L^!5ZY`L5Ji0lsc!
zWqyE7*iKPeT5IC3=vT!ue~)O5IVMj}nGO6cs&-yvw}X}L65on9js&_rVbp8Xn-Qc*
zMkhyzKh+JDK0W}=^9>}#hrY*T@NMG=t)i$Nj@aR1FwUu(<dER;wFHM=W>W&w;HB-J
zNmcf$@xd0hCAkdr-t*h&Dcpi`B~)7JHrh$Enioo9Gh)ParVt)ee`)36>%D+_Alcr)
zcAGDizWG+_V9GbYhD&A|Pn`04urbEqAA<Su)#d=K=QxuhE6|K0vi%Y-3k@cDI7wFv
zT?)mTAD8>{%F74m?<iWe_RT4AA(x`8Kun}4bhtL3pU<tJEpy7C?|BlE`!0plu=>%I
z2(!7s5%F0pB$MhIe;<$)&8fgycrajVt`ms#Q9kxcoX8<=$+$R4H9$W^3hDrST1v!j
zI#=@0#T!^ij&sV!K@AD44jvx})ye<-6;q*hz4xqsom~TaUnZ5}@^b{pHt9dZ=~*k+
zh4PgEK*R4M7307!O5%;eeT-llRM1S24Vrno_Nvg^%bx@Ee`W<=r=Ba=N&3y$?+GC}
z-ef<%q%-paMXVV`dmF>1po4;o`whPokKgTJan!lnZhm3pTwLCNxIQxSB#KNam@2@M
zW;lJ_i%l=3!$gtAb&*U)M}`pPd}u<|jg<<D_m?SRh!Nk4RC*t7hTkwhzlu)78tgCm
za)ov(JmOvGf8kC<*#SORHVi6*3(XUkwMsm*G>(W`HdxH=$;#C%)i=5gU@6uwemx^h
zUi6yLMO4jX+sG^lTB=EO7C(z`BlI(zN~Am)xya$|6C#JmBD$dGo6UGcy=j|XGo^8q
zbr>Z3sE8A<B7*#}NCxJY95Ukm+qoX7Kk!E$mX1EQf1boj34epsKU;3e9Mv4*tdE;3
ziHFiDw<D=~{%J^ejaNl5O?`jmb$wq*GC5HRxKHP^uF@CcjdTvQ3ba{T9+8eL(~QwB
zU)0R)$w=C%cKC;3XKgMVXuuUJ&lZdB@h%=M5^%*;QGjA6fbwp(qGfZW+>)^`SYCji
zHZZ4Te^l+Xsk%gj7AHJ>N;Y;K=u>)eSRhkpwv6Srfn&hIf-Bu$^wUt9Qj}-UJdHkj
z@wsLea7wE!%~&ly1l!S+LAonk-bqnceA4Eevl>wqQEyDT9W22Fzm$>d9#rSi%SO*t
zx+D;_=x~Nlo?h_YgvT5v8?QK+6W1tP;qmhle@BAr(q&6^vIVeii9nNb4XmP0zv_bI
zG3cdxw!H}qcG0XBV$H<}D~;1gY!tmfR}Rhn`be31n1Y1jFBTd{TaZr@Vw`-7xCXyb
zLWBC-V_WbFf?Y@a+-zZSgqNd|X1S1S9hDK`hMpU2lOIZ-9w>IhOEAi1dsF5BmmBmE
ze`TCyDoe2rF2?rraEHhi+oJMq54EDr>Oe$2DUu}w<Vgz0?t-4vU#noocnyv|fCr-g
zgMd{CDE1=ae&B(#b;QUWL?Vz&Y6(W{I||jssNVCXWf6Mw_F07*s;}a`^||&`o)~)P
za13wJ*Uk(^=VCIFgup8z89(*>vsHzXf8uB_a+UM1$v|Jg$!)|kmzY&dH8w^Nm?;A+
zhX4|b1Dp=u?@sbta+vY(v-xNB!w}aaNaH6KvXy%n|2n`_;E)5xY^wh5{DqXme^JBQ
zx9QhKA+1zeXn>t-?rAyKE(UO@?evY6tJ1j}7vi71=b}%;*i9jT;i3U0o4pKmf9JP-
z$S<b#uQIl7$`Gs(A0Lr$pS5a(4!P!CzpRz&TRaZL*NcVd8siz?DRS(465IFVcn1-V
zNT<j4#gAnU-dpD?W1x<yQAxpF9Usd~(3d?^WjVsx-)kS6nw#`I)NW!fFdtxrj;%x@
zUz^Z@=Zdq=QJL)&yH;~9sX`R9e*y)p=^<Sgkb1RTsD$5<qW$z<%IR-Y5is|nt5lIV
zv9ROPCk0Y`fQ%GE(M?UwYrA}H3SHb_YB;hc=-^YLuD8ViHY{~{LE~d9SsF*&txJ+E
zE5KPCsJRWbdcA)K+`Vx-?ohYlx3o28YvfpNbgx(3ciW?TQzor6eg#v8e^d%ZK-H`S
zWWk&JO$UtFDsU9tTy`^SuM?WY_3zQ4vEkZ3h-TI!@UxJ-W+6ZiaO`__4_&!lNk|h;
zfW$@X5WkFI&Tz5o+IxEkU(Q%-Ss?+NGUE<@as6&SKV0jTyB7e|8J1nP>8R~Ma(e6@
zaZYNK-P3~=n!Oqb*Y$VFe|K3{RTJ;HTPt9}*>(u?V-x7Ytea|EHhL+&0tuwwhPOw0
z+JW+%352HE66Ft7tr~u68WW1CKBS_2#U}ip8AA7l|F|wm+1d}PL2HlS{hZ5Iz>^<C
zs`ebURSYp3IlVRj(M%9ufIRL1yY#0sNkOl<V^4qv!)<7pL{*c6f2#nzp6{lI&isG!
zg<<zhh!Ov|myFEdiJ7o=&fU;d3gr~VU4|Eu|5v)38i_@VlYm6ziuXd)#C|@1L?T^c
z<ln8ypKaAK(2FY2(V9XdmJY|1zGCPcl-vvc?oo287s>X8=GkHNH^PERdr9Qsyr^*!
zz7F>DirOVmkERmKe|eN(%5IyD_Z$z}@=6uz+2@q<7q-zIs7aqARsa9jfxi7lejvKQ
zE1zOH_rik896z;;*nncgK7i-WxuE7h@?tcZ2LGN|svg9`#BkRzG5!=|c9lbT+rXy^
z3g^e08De_H38?$#1rf~xW%RmNcAWqZPJLe4ox?>|)h;Rxe@;H=ayf@cw!W6)drapP
zN|lgzg;DUDMxM?6Xg<VgVK_4(I`e~6FP0w8@0A%7Q{D-_*|Xvos9FY{CLf1;GGIv1
zFzl+3ax@0kkl@JBiP0fkIUfm~2(Ln_TK8(jN3`4Eo|!-TIF8I-Bm-QypaJeGWRe*`
z*)j1{Gm&?Qf2}&7T_`Tsf)l5YaCH6-su-z{ecN^cN8TQ}qug;D@-G`@v@s(l%hx1U
zK34}16=dVh@oEfN*&NX6=)dBv-u6R}L>=-;^sX|?xX#^SuH>gp#Y`bipJ*1Qidw^4
zkt!u&x%jNoPRGRgc?>?}+s^ldqK1<xL{?uIl(odjf2{jxUMLVErA;X0ELK76P*My<
zdz-&IArLMcHEnuf1X)Gb$lY!?lT6zqksaq3$VCMDXfzGX(zR)-R?3fof1^mD{wZ4q
z7QOwd(opg8aoKD6_hr2d%d^YTKkn9Kwg0!bYn(g$npK42VEFtg6xhQz=-)Dq<%xw!
zm|1Pke_BrULf-v2J50w;GLH7t&4<=wkt*c_m}Ql}Il6Vjv7l>e%uoG%4}GDj16zjm
zSLKDJ9hD(G#>)Rp`ORc*4m|&pf7-qY*MpV39QVoD9dXk&ZX(i+lLiz2B@m9gKQ}Cx
z`4h~!GYzSaY8n>KQgB=)*$zjC94CDVnkK)pe}bMU4DdiD?YCaewnsHVj8!%{$~ZXY
z2fen5OVFxIQHk^x{lRCUF}g#?nIYP4c4|lGi%VcGUDof?HM{`UaE+08>WR24z}AZ(
ze}fz~ttHW~i;gdDA$XvW!}cavjNBeNMz*68e$81_LDSlnNk?GGAWxJg8Td<(2222X
zf2`@y=)=<J-^5zuFUl=4JTUQfvnHQ~Lqf}`<g^jv38b8|9*9R}^~Xd)(*5lqrP2ou
zcudVuSR{&wR=xf2<%Ncxx=TATsCYC$QO#rzlZp9DjQOW2diX#(&xql3B8?Jsa7afN
zC5R=mvZAlJ+w^4$+%mlAa9;Ln|4eKke?i;Q)leQP`+Eh`aeZsCYHa@R=;EqAX!B!H
z0(<RfnC^I@=K9)UoNZrSq#~^5*_x+&7LGt=-u11qTaME<2M-^@OahpCAsdpWt;Xh5
zSKFgnv#}F80GpFd;<;N~3>`i_!-KC7@*{lYy;nW``aT1lBLh_{(S-%CR1YB~e?8oG
zQ{k4I+*KPpma3>jP#=gL`0Yl|<8w`i`3-fG6WLx@_FN+dSK}%P5Hh<E2s1t|^#eQw
zXK0*8B1~mNdn8FlXdEXoEy%a4=Q-&Htj~#ZMtIrFCAO1LaH$}N86M@*tACf<zw4y9
zfQEM)`xiF2F$+w)i$k&^NSv92e`B^C`GQi9CYu&s;Xa~eER?|igKm!z)4}jj7KUEf
zk^HS%_mt+>Y-uyua=?9;&oHVIuZ~l3HaA-ncaQem2=<>oC1A8RH$UnDtgXcw#cZJ@
z+d7v*q<kOH-G*^_#x);H;DNJ)f4c`TVy|szB|zoV7<kJ>zx?*4wv0vlf1U*}zPuF-
z0TQe@Wzkh06cgz@f^&e8;Y282KnE5Q3kyD=-?c#g)wC&44NuTQnDsad`O_c$>J&WI
z{Q8tT*^K;AtejvmRV|VDtoJ^fVD3qmYeN>$rRJAF5@7)siQ$aw2E>y=0djIWdQM!l
z`@v8hh`K!EsoAl}757LXf5_4N78BU=n=FjrblF5}I6W4hE73<uCY!WFQh97{h?B)O
zLdn1+FiYOMAmLIO7yLuGjPy@L04{B_;l^XN0{nkOgcd-->s{qwHd9n@-q*J>3=+QP
zO)HsoZOpG+e5Z<dZ)?+NfG3`-mLy@&37aWtQ>J82(E^nxoQMi{f6nQNrYIp>=0mO+
zrK9#bPm>@SaOh?lpU?}^5{#aT(2U_Zs1>lR4x*W5&qa3-E0Eo?eX8s6Vo}3327|eT
z?ADmKB&RKXhPJ-MBt$+|OZx<MUjl+en#muEYZF`i@97^UWq#97Z!&?mMfy-R*E^oP
zM_W&uQjC{^VuaOQf5U&_@1hZ7(`1`qTp%!@5Na#g$X^yMbrNn2uJblXLH7}XU%paR
zSX!`0CVmKbl)swFL+U1nOnvFrQp;DnvoGSP9X3MAXZ`&1=*|*2Ryw|yxuIe~lE}FR
zB#s*IDkL_uKD}Ry)`v|{`lqJo^@=UOk>-nFo3(x?g9A&Ke*n@%nBdJpDVk~3OEcbC
zr)?wF>1Z{WAz!W}FUQfZqrVkQgv$CEq=Z=D%6}caxdc35PXz#ug##uyPq>V^Ll<Im
zPl9J{;BAu{s7%V?nDZ(ux(^~wxQoox2!49O!<P5LUjGYHOy+CkWxhCW!?m~>63&)h
zCJ@#y_&k+de;hS7;8+>^YuwvU-kRAwgtV9<ySOAH9EB&qoJ%Z?x7!FEwa1Gq@X-Tc
zBdUlXA0U$J=cmj%Jno(i%J)CoCj#&<T*y!>KiADqur<A7-`zkI6rELStiE&NlM~T*
zH6Ruv;o+@)p3mURjPg_GR?yWR)@GzRv|)WTA<#TGe-g5zFxA#PF@-0igMxtuDhuJ>
zTv3=${vCD;)du_mv$0qzT_mrNP{XfmWK3>&lEW@_+kp-l>cZWNd{3eNV_h8qY&kDJ
z2nAH!mdZKUO|;FfpD&3FbH?T%2g=_vi{b^X0}%mKyK}JE-cp~Jt2Sx4`l$I5Rgs)1
z#foI!f4f2-chgXVkc3I5C9x`?Yql5XIfl@sn`8B@9uwsxSJFUAn~svl;=klu(;s(1
zv*0$(3$b>6Jw?4z#<~r7);CIfOx5WVN~w5{Nt*<SF@B%O=w_k1Hq?3iHY@%YP0kZ&
zkHAcfSt9L~K+z81vV=VZcrWLjR&qhGacfWkf2A^gX}%2V_A8)p<Uu8m)FsBf?V#4l
zO@z`AhMGw<CxZjfHh?U@qxnj-d&p{)j892II?4mRt|bQ*ZNv3<g?{Tko5hXxXQn}|
z+cCFlx`hh<^ko6qhJa;CGI!j#k(q>Y!W1i;GMHZCK12eX(i(Ii6KsbF2kGC1=Tt!n
ze@j&Y9dQsUlfLQBF`(PZjn^%64Jq-mhC{nu*Cm}E-5aB4$Vhs&8w5M<Cqi*lq~K4N
zcQ==MuElpw*9kifM@t*}L7Gx9w{9kb(_QI!Wsd73cdqxogi{4<k*d$V`xLlO`s8T|
zz$D?GLpk~CuA5BiBHnt-C)_Tj029L@f7Ep_L?2a5i9w=Q!7us%lNmGdb**N1cN^C1
zNW_9AbXdf55(i4eq~!E4>LQqzQBHz035smHbu>JsBt|m|YYUHV<h|6`z?I`5ah@*;
zgw1HUOvq%EA^IfjZzuL?DGAi~A_dvwr`*vCu<5f9f`K5T_OwcH4KYHu93vZNfA>F&
zxYm#!#k&eF?!Qy-i}y~?(bE5j_MszxBUZasJzz$5(I<OFV5ae{%A|&8b<Ve+$HMQ~
zVgjcr(niAb^R`fo{nTN4Pjtr~YuCu&Zzu~AMZ8fn18k5&=&0kbdyz(!q1(tn4%J9%
zEoz@gjO&T2zamscI88RwXF4O(fBXVRkc^-x6NW~@ohjrU$)dQu@+Xp$BIjCuC}a#Y
zo90A?kojPau*K*5P(ds#=|{&SO`R<sM%FHWvpyAL$eG+0{Oc(1nQ)se8xf<ofNyrJ
zLQkADgt&@)kLxJTIOa#xuM_Xk1^c(DSJ&cOGJ#lP3qIrGQ7)Mwz>4inf2pS{Akq4N
zT_dx-Ee5umq3kd=4n-tdkT_y+-b|{uOH$wrSa)clqjV^AbpxxW1F`Rlg~pY92Nv2j
z;2c`i5iL&Vg29u&S<ieNhuqmWJ*VWJp`d9_TX2E~do%=S|0)ZGP_L;mn)a7A2Mh!u
z{G?n~#Z86Xw{a=ZumID$e{<jBF3roe`0ukd5C-4;M?1k8hGgMdwR8x!RH4u2zhz%p
z9)_e)a@HBlEVXWQ2q}>JFQJR|ar>1z+&<-j8C}^0EzV9m^g7~=5#pmsnMyT}jsEx+
zLX=ev^E8ACXNX9;KFKrSQ+CS4gbb<{9&8@>qG*>fH1Mg}i6BZZf9$2KJy6E^E8Du#
z>*^qjbQld1Gbo7~&slR0GL%-l8)m!uHN@kd&0<9Yn_K)L5;^oX1LA5GuSjoR@a0aS
zLQ&<qxi!P|fvl+9Yh>6ykg#C?2@$~_KL=c~MDGPs7S=hN;Gv0($yVESF6Xhj%AWp%
z0YN=fZp3_astT%^f3wR-#cia(&$vqh!vW!yJ8CzcH8n)#fBb0-1B&O0y9UO*!JgWt
zbmz*d63^t%DYG8RM<$T?)V1kH<ggAhe4_W@Eu^pvSX#0?iD^`?{e4<X4n7yJs2NpS
zq7gudbu(zn!;owaa&h*pAa;E^e~@iwnqfY>O8nE$CJ3D4f5wxzcE@+-tZQuWAx2cK
zXq)5aV{O8^Q+8m768t|oUrc6@#)<`cQ<LKxJP<Z#7)U3Ow;+jEJ$j!=Y55DZ4#%BU
z!vDvrlS%fvK6HvrEOtA34t@XIpB_UKV;3gjjEm}9KW2F5K?W-aCh4LOiABF!KWkx1
zyDcGfRP|h4e;wJ~sWt!sS80L>D}<#05DGR!#pnlvUGGTUs6%D=Jh~!hb$l=@4C;7s
z?Ki$kZFm?>I%A0RxMJWGB?dcc^*JhPtte(2?@_7HZ$rb;-sg0#TYwAEN$qEgw4;(C
z$2nQKuL!^W$JEnmf$Sl}<erB>lD52TA4Ln8mVtH`e@0IY3uBa-X`c@Q+N~;)nK{TO
z*OCaWM{U52z?AG)nRc0r560Ecy3-lIK!mBU9etAq^M2gCNWv9pN_W7Jmx>-vKQu40
z*sv*_%Zw|{h~nUWv*}E;^xIJ7;!2m2{C&q^!ngf9n_`_i;%Mj<(G`Q&Ll&4$bu>}v
zA>~a&e`7*48*;##&j0^jeV5z8BAy3^d8f_q9&qnC31evUN2j5kR7&n893?w=j=JF1
zCXC(F&;CVqPxL$}G*iU=XFTnQ|5C4D3%|x;G*3q-2a$Ua97A1*jfZ{%zG-eXa#1s>
zmDo^bZ|4DBkIB#Rw}Uj1(XNqQ^wxGi7}I*Ie>M&+*_1R-!E3-Y2FX)%q2EKeWQ<_A
z7h9`R4&>3nxrBjRS)RL7c0M^#-7@mb-W9RV?@X|7FVa0V@2TJA--VCkk$fwSb|DDu
z)re`_jkrt*gF48J6Djm<KwA<e%ot!_2_bO)huEcLCVLd`X&x}f{#gy>eofal(00Z7
ze+<z*A*Yh7aj9t<-JNf|)4*-M<l?fGN~zKBtIl^%RRw7U8IsnxEA~>2B0`vChs+VZ
zUkz0=ge;5C@#F=f3{6^a_jag>z8kXy+c}0D9Di$>pQ+p?rJwDtY5IFilA<4_m0vhb
z*_uBy$$zZpssra6h-Q5-)4Fh$=Vl<%e{p=S44K0s>+mb+CK?$a)8sb(DH3()%rqrZ
zpCs(q@8FG<$?gzuzlFyF45n9n=Q6aP7(CD-?t*d0U#Z0{CVVyL;TKs|yL#IhmG5+G
zGb#XJ49U}Up_{JnA~RWhj`|^%k|b!8${D96b0m7Va7#WRJP`4Db$TN22gMgue=}_V
z=zPcTR{(3&W?|m4AY8Ms>97EcXRIHTwCooL6t<)BbP6?)HQB)F1KXV|eu8wK{=;EP
z7;qAOC-rt6oI%Vws#;Ya?)yFVKJzeCNw3=}Rzlz)Y6fH$GiN{A3TCK^sKznlsZJDF
zhI7cUSVn_fDPBOa+j*&E(C2&yf5Ih<PXP-gfwHtb1uI(%xEm-FYfBr~YHA$KtRs+u
zC4_fuV83M<wR}=;Fo@+*)>-DVH1YI60MNY!7^IDS;6Mnx!(XjwY~pr}XJ&kRVQ*{N
z0)Hzg&-u7w<sVXI7leffnM$&9<dS3RMpvARxU)|^)i{p?FNG0BPHCt)fAOK|Mltem
z26TQy$n9%lD)@XVX7Ro9mYNitDR?Zy?qfaRGzyiy^mn2q2baWqBNMbI=%>B>e&?3P
zDxO*3$2I5WCz|v@NN1s4B;#D^Mj(qi9X9MR{+ax9>XwkP5Kj`yYkjLnldl7<p2;Z-
z;v(eFgW4OHVp-t3b?9-Ae=6k+y+8!2NUD6bauOJ_3sVqVD?Bz99kcmC?xb*Xy6GYb
z=0L!7^4V%IySM2N9}5q^?Q))=8mO%OvLPK0i~VyrL(^LRvg{ugTdG&r!{8(I!rLDd
zjfq~htNw$_GKs=qdho{^h4$5Z41Y=?ppIAZA}KlDrJ&r1+!4{=e|r(JZn2+`ku;{N
z5@$YuyoBT1F*niqIrwDG<zhP?F2Cn{&va&F*$>`)Zg#{S%Yp>)A&NCgt71W~wOF&N
zhR;*R|0WJ+lU8!gj1E&9+R>GApeo1!yZM6Zz5|1w^p8PV3JfRbjvKVk{W)gaeE>==
zyjsx`;%Z7{AxkVSe}h<y0{R&Xj2zZqn7141u8x|l$PQ>>h{GnBWZ@?{C-|hVLak%W
zXNyEprxn5VkutBzl-5^O5O_-Cn!p-24%%Ny5JDcL#t9CPo^!pLWeMBtC$HbVNDpp^
zf~@!E;jz*;RFa~92PuO$agEC+xxTY=qY$LO32LDF2nEB$e{TT2utTnsOkKX)6lytw
z2&1DGbd;&~J79G4AEBNe^07;mp3kquQMqxtaqxe_21-*k>Zd44QOqQ#Zs7}e(YX>O
zlIiOx%euOr>s-6qhw*rWKq5Yp>P@=Dih+!LG{F-s=M$H#8jwv*>ZK~1J`R`vZ81sn
ze+@(fM;O+hf4#^qK|xQqCn8$hkoGTU6cobZUrKrwcgCwx5v&S?P6uag9S54->nseS
zdB0z-6TNLc(x?{T<ovZWYve}xO{460KB)Da)#QMl_M(3j1tDN(dNDRCfOsD+J?V);
z%^0%`4L>&SLaClq{#jpv+Y|_?OCFni)_h8TYBf;@f8Wvj$`X1jDUr?D!UCXYrKYDI
zLyO&DANo={lYe~NDRhVxpkjbV3_vz$gKlBRD+kow3z<2+gjS!9B1Vw=g4Wr~e*8Kw
zo*ai@dqL92=D<i^qxH#hy^Wcm{GQq2a7a-&wa9y~PcmZ3_lIv-SQ6sy*i=ilB<hR8
z@U3WUe`JTc$IB+pb?!Ge_D-Gu(^84QPcbm10S#E*9hH7TT|!)3_sYH3w9KG^qerhj
zgnVR-am<md0Y8aRERA$xpPTqBCfb}^qAc8ctrtyAn=SowL!7_0DeJQ1|7-Zp_<QoN
zTGHDZ<;Au3)i$)bS?~=M@j%b6mI$-y0+_|Ie=h<JC@I68@*)Q-+MCMSB#-ZOb>&g$
z<t7B`yexG@G0;-kuQy9S!Yjpli@d7XpB}i6(0MTh2=(!Dx-97|Jeus*k<a~USWzNU
zqw@ieet!xZp-_Z)C3CEL_aN%jV%GtbUyD$_&tL@Kaa!7{njT@U^E1aCBRe!ZLse5*
ze{m_l2@)^VIyaHFLd=1oLgp@sXfL|f-|}B{VEX-|(DsPobyV|Bw`lc66*T`f=1A2#
z_YJ;@EPv*XNAdv9g=9w2Q*`)WU4y{gF|xN_s9`@JoG|QTI-Q%+y85Ua3rM0kB;3Tx
z$R7Ny17C(79#HMt9t`4~{K@UCQuC-re~mdYH?0Z{+(EC)9H%dNhln+}2Cn$_rt(lB
zUc@pRGhvotzm^`hycnUu0_UOq4_dMqqZZ9#u<bM3jigIITCb9s$b^2Za~LxU#=+1D
zpyG=ya<U?f{QLI5(PZ24rRaa4UL#kY88yU!;py+x@*o|1mov<&02%U#2q|%Ve<!Y@
zteOeUig=vsZTQ%sL}eulNivY9q|6^r<~e!Mg?&#SO94|Hk*KdJvrUkCI|SaW-RPUK
zq&kUc`#=&l5YHNar09UH^e=a@Jo@Wuq{3KOI#oW2b$v5^=4QnH6sWuP@f{qYqy8qK
z6!diYykxy+;nO(HJycaW6YGm1e|>5MamjrWBG{{%E%sbHU2_LPb;#D@5L~<1VcfJ#
zMP(7u!aCNHX09x7o3Ot|z`Ovpe4<auK*1&LGfD)dNA=0rZJ(S5bofCLn}b?F+mOJ?
zYV&+dnV|I5@f3Z$RRrRmakswh*KEGW!sWMR``PD)Cw(X8dLq*A;#9J5e|0<7ZzTg6
z-x(TmF1%&hqe>erbG~c+qwvipA)J_{j4VXUBzY8j31tFUbT79n#HC-<R>C^WRhUul
zDXTe~a?EUen;${#)ZigC0+3&95^$mz>wO`c;Hw+mFAT8&u?$hY4n^sLS|9skAZ&2O
zRXB<8Fmd8^{}GlOC@FkHf0hQ;@PoAI@ltgt0>Dh!O@SuHij)GpUg(Q|4|DmG@lAU!
zK0MqX?Zs3XD?*IMTVqRE)%jKnDwfdUJ#A1>hP->oSpsMfr?|5iDEl$2LupRuZ@5oZ
zLh)brl3_(yfkO6$A}a?b_XCJeO21R0KLmTTPQ)O3QrC(@>i(jjfAax~48RXEjXqNY
zo=gTu`l`wyWMQP1DyE2Og-9hPEy3Z~y2IsaI?9R>8li1ZHYbStc_h;j9kstjA7nvC
zPXE)^8uFp!8}z4u90Xq0pUux>b>lH2_)rncA@sQ86vAO7$KVaJKRh46C%V@_csU)(
zS{5;MczsD(mRkC2f6Zy~tlKHV!FXpW<ax!;KZ!VqBE@z-wlSwuWX{w^8PK4vCB86A
zu5mk7<wwHoI_<Sj;6Hq{`K1TnD=lmZ(UK?uf31q~Gj7E-_U&%xVrEaF!?bN{ar2z!
zIa|TYaDb^?)vp)sqkd(^+m|%vSy?0_2r7CrxaUt*zeWYye_h78!uL%-XZx5;Ebm&I
zWeQSvja%ZM=>LE7E*g2o>6I(IQe>oe!&z)}kA5<eNg8QI<z_45B-?l?IJ)!ZTCN=L
z0&KozLf*;(C%omXO50h*952(My8-`Bw2O>&{Zgzw|DzKv9C}*YAEkm`vLkT(L(01J
zn_cg!tiRaZf4W}tGLL($q1fX(rw!d7R2crnW;VqC;NyE3yFV1{Nc?HmvKB{Yl=f{X
zE8-lMEQJ%CzDJ6^weD7FBICs2AGS$zC;lZfq}sA27^^qP4R_l7W#L+CSu8h}3{@Pl
z*G4sk%dE^sDN^#k{K20BrRW$YV+ZX4Y(7!^4)a2`f48`;BbZ|4;xuOZDjy~Km|bE?
zPeXXp{`Ak7C%6+-_x&pWppy_B8pyl3bPqI+$kOKa%NbpO1{{@;afEqcT$==fXG1BT
zuITm$oVUc$Qy%2`IB2byy{PpG-kP(6^ZDkjm(c9k#u3HNg$Y$qwWFHPb#{r;K3-2a
z%VaBnf2-Z)wz^8oN3YF2CC~U3Ak$sJIt!I@XC%Sc*TsdGA}CoWjc9n3UxJV%;6qY;
zIW-LKX_kxr?QYIF3^|)FzohPA!VnS2n^1N^wHS?IQ8U7y>FTm)TzO>nt&+DVMDCAI
z)4){84rQibuC=RL3ys7op{@3*7B33#?)ZW@e+V|wRxww$m}`kuc<OVI%cu2w^5Kg1
z8g}(snWI%-N>xkl-(vlGI9O3eofY(OfC_qd*SkEc<Y}<=i-&S!O8Ix=TgCpAh$0O0
zeE=FHtXAp?E&+6PWuMjJFtxgZ1Joo*7PIemZ@fqZFH>E+l1R-YJ0yj`tGOOisvi|r
zf5F{}5R^~Yade{1)n~I@WBRFt^|0Hk<HaSKI&E`_;LG(a-|%eZT2C=m-7d?N_556s
zz-ZMy$P2WS;YU6_0v!|i(<+k!{xOmGQzXmo-zn&;j-Q4~{(d<@kR63XG|#7`?a5U4
z_YALG?)-UU!+~fIaf30Vs!nqXUDaG+e>(rB@`l=t;CJ@y>~M?2b*i~CwMwJXMXV*}
z;zz0+LCMq~tRy;yy5CwqW8u?o$jfeMXN@~iSyt3L>G;o9VlFJj38({)lCBlfc(-7m
zF&68B^`hCX&f!)G9SCAaaI9SiPJpD}KxOJ`bAZQUb}o)yeP*7>q9g-c&{+P2e}(Jz
z=3#O*cjAk1MF@!BqJzF*U}u9d0w-pMoO^QasG;1e-t7;_zx_ursv$=u=_xZJ4lKnT
z;n8McqwhJ38B^B8J|vV2I@XugfwEo!(}N4aQmBQh+i?1*Sl7b7c@$ts`{St&I}ijL
zN12}4n3^OYh3F)ZFUXEyi&$AQe+L<nhq8P+_PHogG?(`KRocH{X&8z_w_*)Eu~3g`
z9<VVvJs!=428U$}FY?%|gKl4oj=XZ}jySwFIpYIJOFW2`VGAMYixGb&H|2b5RsA>p
zc>f$kdwq&?Y*gZ^zdqAyFb!SRVW(`iiZ?3v)#%>b6OnO~Ud$2td1Ya!e{);+q(u6E
zq7dO{jwzOrj1&4M3IOH5<NJs?0tF1G0|y9`LQ;M8Dfk*15?P;dUnvc?zaX(H<_j0l
zAaZQmWJ70ljjFlN4TBU`<9fxuJSrz$)6hReG|k!#h{HER&WGQ|o^-s;T7*{hEZ@Ps
zFFKdB<x8tSisN!$W*)XYf9koJ62GzM&&M7RZT<;rvd(qr22RCc+0sk_Un;sz4axw!
zY)m|Lz^SevbqnTc@o!;A7E5|RfO8gfHQ@pvS&d7o3eX%bnzg>#B%8#0HJvriz|OSj
z;Cv-hDvdlYlDAa|gp8^$jGliC72+K1($v(R*`f+4`8qZ7W;aN8e|=_%M`!%rhmGm2
z1^w_Iy4YP{Gnmt^D&p5P>1OipzN-!MQZR|5(QwidU-F=W@ANhpky2kh^zbh*@irjy
zcd@D{WR-kKTifpVXwkvSLv`r9Y14b7y>Jqs(CV1-V=#%`v)fAyN7m2lCFb+b5DN)}
zfC8oNmezSL#?r2kf34cy!!$jop_E;m(9bVULr0|Z{xa9k%)TSy96RZlCaBqk6oqb+
zN5?rTyXAH)x&z_lz<#yQ$h@o44c9Qcnd!4(nl3d%b+6c#eoebz`55IgjaampKOi~T
zj%!_Togrt_4I-^M<0|^h3XCQ*J8h-j(M#0DpC!`E+RTf%e_$+N%iI~jw;&61S_1X<
zcZHl}@7b<B2fk((HFX&ccw8-4Wu%5|Z`|{<VP)d*sty%NnS?B>t=Eql<~L*?OGZ*f
z#kdKoFtX>=81ztg(V+lq+(F}U@qhy6xk+MuU4XldDSddN>bNKRclXFr6dSTCL*#Zn
zA0q~(SLPWfe;_323Zap<*9H2w0{1S3ZLY+VtJjGqBk>bv^rW6hPRB7`k=~n46g29R
z25WWG6pFdJ&gtv1E%hU}z{uiVY2sSujAMi$@t~Kr`m4T)FGZ28TqQGqWybu7Zytr;
z@~02ODUiMGtzgGbCnTA!pK__NczThR#uE{af6FdZf5sfw&AkwB3m+DrS-BRxKq-N2
zrJgOLp#rbZRdp9!%Gvr`GI;KTkZitIP`y=6F)y_>5~M!c?#^gWGl9D38m^fOx-R=S
zkzq=GdTy(GX&vz88W-)Lcx83?Nu>qxz49i~f2sc5i0(@2n^I`7AIwyiAo(q$V(9D+
zoml*Uf5?C6Z{4PoZ36GeZE1M4XHu^7co<U|;|`meAOXUGpgUg@)u5V4AGUaoZRKv-
z-jgC6%OuKa$JbC)DtLW2+sHYlsmO$UG@@*(Dsw3>m*o~p)=l&itmDR+E6c01%L}jU
z3>2Oia!|k1_(f4`+$roS)NghMN^7QMBrGKbe|o^x%ABU5r<EOxHm3rpqMbmBq~sN1
zyK|bMIVSNhqwvU+eRam3Ox<@zxy_)3E)Z{NUH)!$Ihel&heH+XU_<z~@S35tP2+$@
zzQ$nGg9DEA6L}kjO%5KM7?+YaX6o$eO9V*`@cNjHjmzC;bAvG7h2KMFx_HEfi9Tj5
ze;0INj7T2rhGOlwidM^t(ks;Opva^%Qq@t16ABqu7MabX;xQ@Fmz98wSVCsGPe=L-
zB&G=$VWk{q<iSu<UWE{#`b5Px2Yq%|CvN!&@<!>^qyupu=ff=CX4=^FK&NUbvNACc
z?oDHN%XzBy6h<L^SPLd14~{fsvi$r7e=A4sh{|tT!x{+niU`IDQe_y+wXs4T`P^lG
z2Jx{8Hyc1%!E`rjjb1U)`C;cLxO-k_H6OS-%!R_(vV_C7V=zKjsN7y&gdKr+P{?U)
zSoS)zH(i<OpdC|jXU^V7gMx(4lCjgAhVd(M*flWKucO{q7T*4*>OI)Uk!|$Kf5o0C
zVio=waG%-Fx$j0_iAz@ID`81IsVh#wYc<fRKbM4!w>~@)%xtQFJiy>jf4A&!V=w@i
zPWunBhN(r~4};n7SXdUBbJ|MGY#6bp{!IQ<W~2r}z^+4Dnsh98o%lz@2k<G9G?<Yb
z&RB>Z8u`WG+{<~&axs~yzHjR-f5(FDSH|fYmy&f2x^BrgvA9k%OASGS-V=nR%@L>t
z0l=|8HhKTxa+K706HIDwbZ+v~mcd!=5z)1s(gA+ld<Ic#`*~f$*ohyk|9<ZHIv97S
zcRneE&JH<x<f~<38xe&;YUbv$JwRcapRCYCViPyr(YM2QOnI10=|$Z&e+Ww1)e@pv
z<QSRWONqoqN1<4ffRQD0(EhqNam$2-A@{u5a~u;TlQTW_ZCU5mc47mn=B0jY*CBD8
z&FZlJ?zM87D!HgP)jfbt;R>fkVM7?QSKipPxPRPbRD>T;^mn+!+|sP13hl&=zeAk4
zKfA&U&sxWU^>EgW`Q~4af88-2V(6wj1rCMt_%tAy99qnf`Yw*I00H6Z{*}Hffb@d)
zd%4x07J$TzMOWRiye6++zB|pnQ`O~^ik1!c1;2MxV^1GO)T8?V<Ci8R;)!RC6z-#J
z)x}~B8{3iiJNnGcr^Hpxn2gA3gttTO0z<m^r<9;j-)D(SL;%3=e+N9)fE@lwqzcT(
zQkSzKyvu@=$h0|AUkm6zOum1>R<0}YL}`2U?k)rU$)JkGI}>fXI=@rd*|>WVIU^zJ
z<T$5uvB+q#m;aI(H~G_rtoCHp%?bh+4M2qS`7)jVkO)*KtuIr`%^tfPNCZ<tVL#c6
ztaHD5<>qScNbNsne+WPPIaLjJVSm0t6;d)Qxa=_H1@($)JQ{oHT2N0Q+8F{}^;+?1
z?p=zR@3x9m;{-de@#tU)@)24ld0J_;TcJ0DqD^7=*O=Lr+hh<y!3&JWrrDt@9ga$n
zE~IuEbd(ot3~A}hLfsLIAeiOF1=|D^37f-xdt<kQPXhqIe|<a1D6{=28O7(lV4s-#
zu#h1CZKFTR)WFFJT+w@fLUQVfCVC)w12Nwe=*P+)NS$MEitRA+F8xQ*iU5;)uxxy7
zCBA`<=I`hP)zcjvOHalUKQ*5>;c>)nr)VZ9Izrr9v`=rrbi0_iL+A2Y<={j)CgGk5
z7K8T-@e-XGe-PEIjrHZ&07H;f^4)B%L%CMP=_r$d6?kyPtQ=J!eECKio3Y)q`c*WS
zJ2#*xUV|WiUOr*u2MA-6j;0A;1v{X@4Z=n%m)3#+tw2)02Q*g%=U?+*#tCRW8{*ER
z!%e~NH!R?$+hbIfL9{f!QA6AeRrfT#?H)NBt6o!rGmf7lBY#SK2DE3FkE5$iYz}`A
zpHo18n?&#o899)O4*}bSI)hGLvAfT8sE3LMq|8U*@?P|mhfqiqtqIs|OhlU**TY$$
zzfJpq_Vb1mJN?R#Sl{;gp)oy&t579mMIu8~I!g$4w06X!Ff||sNnWMH*dJW?w)>4!
zPF)(>4^NCo|7N8yn+xNNh0Q2hy_VVENOivsLH^X1adsAmFIeVIoW&g%SImL>HpRno
zeOfo9`+)^*DZi<HRr^>`z9k{2ciZgV7Jmf2oRfo^o9JiYbl56VpyR5Qp`=evDV5XM
zlY;#}#@&77mjSX369O_fm!X&q6St;?44h*EGC7x_m<<!RSLqD9YymNsp_mO5w<cB%
zkq`khm!X&q6SvD|4Gkv(Gc}i?m<<%S?u`wx3Ia1Xx1pE~a~T3NIhUcB4HLI1vJD23
z0Wp`Mm<<%SL_`i#Isr46p_mO6x2%2+Yg7U>HJ7274HFYGH8(a2FHB`_XLM*XATlyG
zHaV9dQxFsdGBhzcF_*z;4=8`Oby$>L*FH>0hja@=N_Tg6clXda44u;5p_HU_r*un8
zcS?s!OY@EQ{l2e0&+qT=m}BOebJe-l+H3E9QIo4`Fo{_@n**htoxn_N%&hzXMJ07-
zM>8ijRwg;HnS-qbfSs9@l@pnoS^@+#1KT<~Nt%Iy`~V)X4M4>L3~_%20oYkt`H-mr
zGC(IF2%@wEn0o`1fM7FCZx<jNfY$6Epz7=fW->Q(gQ$T{*0xSSI*5yevx_&#*4hUA
zI|c_6)9*;Xy~UXU@@5wH&Yo`ewg59HOMpDH5;H*A*%KnP1<*P>0nC9mW)4;WXDfgv
zP#2)3A*HSXkWp9BQq_N;V}=CQaCdQW2K`Si5*nIXGK>I8F=b6D08pC|Afu(B`TJKB
z=mg2%nh~I^3DN)Nff)XFSCY~c)6`RyVq^JT1Aq<S0R*|({-*t}+-M+~0sf>0akT<D
zJN`oeptS*mUHDm8JUu;`t=-+g%+4TdW*3Kl^3$}jbpv=hgY16+kS7S}0Q{#h?oO7F
zc7kny{|5NIC;&xU3!sx5@VAq+^S??*NGl;u5IOk&5`#1X{5z(@zvcipAn-qEY|PyL
z@l{k+RRlPi**bxNPG(LP5JRvT*xe0a`i~6q1zNuSH$fmk!W{(q&7t(aD$xJY{BP>w
z&XCFs9en-GJpX@t#mt=C-F*J)&3~3{;q2sQ>jrlFHzE*VW$OU^oxR)dHM4d4N2VmE
zEGI3cp~<8O89XN@C1*%?oS4C0;D4-t#}kuO<OlGwas$}-I03AXA(e8nlyG)*gk<f8
z{JVXUwvax7ok89#|Ib|8J2`tg`ToChD_bW^tKXfsba#JY(Q>kNbqC5x{*N_8g#1Tl
z4Fm&N0YFy((96Px<u~0w)AC!)_FD{TgTJqfvkSn=%)t%lZ)*jFJdl0e%shYqFvuO~
z@B6pnKM^t;55Usa0t^{+$Yw$QC%T-Il{0|vUoj+;|5g3Z2+;nsQRyJN)Y93>!5d%+
zv_fW4b_Rb#27>ngpMCaUT+;3i4$5YZK-&Lq>3`dqIodjS|EJ}Dndkt2CrhjB401Gc
z_%EHUo3yPL&{EYFY+>_nXaAM|%O&Py?EnNYv2il9a&WW%tI_(stsEfp3ps;qe;;AL
z_1yoZgN&wyy%W&Q4Zz9zj|vEB$A2XbS%cqc16Y3~)U;(J^%?%3+4;vz%E`jn($>iu
zz|O@DFav?iypdTU1HsP41@L8q%(f-a>z|1MurND0gCQ;e7k98fz{(kf{Cicoxd1F;
zzeWEdZUBq;AH)OU{)2b{ERuf^AAm*b{}2x=fJOQbVgs<q{6QQ57P&u&6Tl+>2SL~s
z{vdw{yW$@NVORQtAneM25QJUj{}3;PUG)!Q2e7FBK@fJ0KM2CE`3FJxwErLopUxiy
zVbJ?O#0Sxt{Xvji%>N*WrN#dtE{M*;*#WZZ|106-{4H^G{NvBY3Q5@VF9_)u@J|Ft
zR{sp-Uj~qpto}fD2&0wlUusB=)_*|=q0N6EdPs|Hyj^U7PJdZIWPkfZ814RokYers
zf{=<F{(=y4$3Kt_Qp#VE*&wAj|KWz%Iy(XXQbP)H`J;yTx|l%@eFvb`pK3YT{znS>
zk0wC25Q_^CWb6D_<JcgDyZ(W{O<dib!NC9YWMhLg1oRh#RPXku-M<mg<FEE`LCk;M
zY`y+4L;B(7VCH7?R|p8x9|A5&#$X!|@UJz5R0j5R{>uRp!~HJ^>8ZzG5Yi{lzt$HL
z&-)KO#MTE0`Zw5r9uca)ugZUJ0oFff#{axS{DU>XAZL4^j;$r+{pl|gB{ML{*2{nu
za)h%%<dDz*{xkXy0_s1v&tKl+;?93wzD%5uNoQi`gPb)SkbMMMSuX$o@U{5&I{)YT
zfE;fBi+|sx03gr{Xo0-E;A|lfYM0R*UKSu#I8_cu&BuINi6^WppY&=ubE<=wKr-(e
z1yH2uU29MlO_8&rEWc4e+B>IDy40b#4$m8(Q>(sSS*nTdm<1>W5Ti?pjeURAX4VSM
zQd$Zs@1mePlK)tsSHd}y)t1yo3eXxmmf-8?zKdg@e8Id(r!XvUTg!*@ES_U)!2vm7
zc`acObrLU4bwYz*?r;)f&HBWa>1Ry~!tuuB;az&Wv3H?ki$xw|Xm_(%525IBQ0iGX
zQ(^J?OXJ#}FXZmcnhX@Q2j73s(KuoKsy&0p5z)G`dY5<LyiLIG3Baqduw!85+-AUP
zKM|zxpKK3#ZwIB^6~&aq$#=F5ZBeW<YNgZ2wMT<_C@MzBD?ntUbE+Um^DtC!AQODY
zRrv6F6>f~+DduYeQB4J?hePyOdlR&(cR`H7zc%O_!R*uHov!q~XR3b<o|zBn%i?h;
z!r(GM?Ks_|`t`dgCn3?WuQFoBz3((C6763G9KS!3tT9g%PI<Xz+%y)orWjSrQ+<`m
zHAyL&9!BjptE{QaxEhmIC3a_(6eksm3?(xY5;tRUdj~C@jj=e-Q#&`CoL*KTg3VM`
z*r-=~tNQI7kzGit?|gqKDm;#H{R4|mP%akAdjT<Vj`zD6oatk;RV7W;NOG|eu<7>?
zcSKuNt+qx`99Gw=d)F_(gDH&c@zK_iU<O9%{$LXLlj|qgUgCo<eH))<*|6cKFE`n`
z70RZiBx5HG_sBg#ih@4G(6jGl+aBgrGgwkFvJrem?c+J>!Bu}BC%ewx(dWy}&IZEt
z1wjF<#dn3oGtM$(v?PVoKBxP$2pc~C3Lrjs;dlycZN&k?`S;O9%~oC!)j#Dux0P@7
z<+;Hp*U_l=wSRO<Hzg+W%Gwe$2^)(B3a(aAQDH1q;dw~P`7NVNr8AkE(D;12jk{K&
zvT{Vn%+Er>%O!uthWA=1PZwFM(nyRmkg*>wwrR4<_i;_Y{_@7<QcvcNCjNRUmnQ7B
z!bk^wU3WOr>?b7>iT1jPN1nz_Qxr^^>l_+qKAp>M9!}Y5MXGk>mt_Wzi7rx%hDTU;
z_3z+UhKLbwTzUqW<S}TVNV`xv(Q-t3kWE%P&ghB^DcOIpc?-JXyA8m`n1RSgxl}a=
za<6~(Kd=*~Z;d8pC9b!3AVg&p&>I9}l8nQt`rif3E?;~P$)3z*YKH-=EorZl<<uX5
z$c!V>S+0h=9^P1(srj+Wit_EAIh-9=C%bDU>)e0WCozE1ltzESSRfEh%fF{J>0;%w
zzlx>oT1J1gq<Zz}{VQro?o1J0N93|@=n>JY-%=5?X@y4VS7}0Dj+h|jyIiZ9<g-JD
z4nU-8Nto^pis;nnrD!YvtH2|<ZmNDmx4jdIxk#O`x#=_ibsoVcp9FClmwfNV(F!%C
zHLIa?$5fGlqNsjcLldg%JE8F2ycPT6cZ81xI!J$(BXII}F?h5B426r>wZATU2ctdG
z@nY_Y!(m16?i70CMlj!^`YIDmHl1d@saGH$xm<{37Ea6w+VWu3JstQaF(S%;)MA~G
zUepk!a_sm4PL9*4li`*sZh0)F=49;}3i`U(X^oo|N{5w-2;O{p`e<bHO-Z<&Co@;<
zM%jNu(ND}`l8?gsWi@_tm!e2!hA;+C{?eB$I!f>qG>yL5O^ud*RfzIx-!Dp<X5)^I
zwOF-##)3}|iS;b^byK&)x$iKoz!%VF#aLB)P|B5rA^ioui<vB+mU;HS<-OY{IO~|#
z`=K6gdk1^bNrlpJB!TMz#f0PoR9O|pCMSP~pR=rePIq|E9*$OPD%97Mgoval>eQ$M
zW|cTOX0Odv>Rw_}vtBIvGN9rm<q*1Z<&lS+QtUHkJd==r^jJ3;l1jr<|EbgAmQ?7b
zEcfF*QzNDzRz<d%GlICsKq#^nw5PX9!$wzEt{7bTtjalI1y#t{vz2z<chv^E@1TFp
z7aZ(;)BK9D&!PC*!d@j7&DT&*itI8%@7*7J2?;I1ZC0=B8U^3$%;4HWd2~{$@qG3)
z37(10;h8=mU_k)6W;yf4wY12rs=S2Y;f>HN;7yawvXX0@-a~&50qDRaWhI4SPI*^{
zot>*AhM4cN&3o;`ST$;;Ye_Qr2oisfhGMc9@tbUJlss)SRg0b-zV_pd4^%=}6;i>g
zriR5nm+NO_V+=efsnYsDwqvzDHCA2eYH6zWNhg+7ky#UJ3QYmKFU+m<dS&~bitn<9
z_<h#$SVPxYFz|BG`d)@TJk`Csa_~sM<7)4<2-rbXlVVhT===@vpqX@ZEmePx#N>=~
z^3$t{=lH6IItyxslk-jydP=A!*yIt)V#Kc4Kw2mbnN0p*&Se2s;nl9}3^$|oOl&%>
zPv9Xm9q>T_`i!#qb*a&qlBAFg0%2`Ij!6`EMiAPoB7d4Ual2ihRgaT(0Y_eXXcMq;
zDz+X<E@k7P%||-m_`@jD>otFl+c5l`YS(2LiYK#6>Ct%ul%LWh;LHho<_{(*&_!ix
z7^y8YtBfFfi=X`O1wy~nnort}p``Syb*#D=AOg1e=8bF|0@C-juF#%-dUYBE-7RJ(
zfK@1ziVuB;#VBMHL%;Of+ARs@tA04$<bNw1d&1_&reK4~78Gmqb!>ku89hOnmb=IJ
z=uts;e*(HG+bv(IyFQ`?I?!(GqB|Lp<O_*?l~b$_Q;^@3Ee*7=xU>z&xeIG~No~Po
zs}HOxmddoMqUkdIyP%a777U<4x4Y$`E-A3|V;G4_+KQYN>AESjfB>I(NSFtEp_`w^
z+XjB9W(*+{*b$~kJ&k`&hv^;>znc60&!Q;AulSMZ4m=0Hhb=X$GBSyUU+}V&**m{}
zlrUlv-DNf(%#Y~>pTYck`nIT&&i2anbABr)soW6LN(oeuzk}~x8muP#kf`RyQU@;<
z_dtM5o?2+ohw0G^0}<Uqv-7$h@o&+Ncaa@dDJV$9+BWKeoZf%#6VEykS!j#7jvL+e
zUp0+%DipG%IBG#~F7*RnyNDc{`GET>XN3Wj##1v76ZHafmF@5(IDt)%SY~Ad3r0w0
z#uS<eaA!$*t*g!2MyWgRC(oQs!&3+XBK5xw`2-WWdcpltQN&qId|!1~Z^tOqFS*Y7
z<P%-}b@~^>3s!#x)XnP;L1O~_L65fwA`>++Gl(9WSmx;j{@9i$Y+6pSX3z$<kxa(h
z_>LcY-G<h>Jsp~BPq>Re5NxM(x65f%kbi#~)opL_)D4o|##^98JpHO7E-K!e2^?Q0
zfN}b48uF}8c%oM<Xrj_oOP!z-_UjU7^wab=hyJyW-VT4G{11b;Q14e#;E}f8SH5w5
zx4=_uGlW~oleDylBu*Qk83>?zrsDI+vEJw$u8IvOP26K=aYwj=`h>`pfQU&!UX$P~
zFQ=(W(u(W9MdzsE$ln{<*_xQQuH<K4XVh2vki;`~Wa|C?WxH|4)&3Kii(<Jj^CKd&
z*Berqeae5(s|gv8`yaB%l@v82NVM`w63v%4b4(}%uPA)U@Ci}0PiFkSw~f@o4zcFU
z?)shIOa5#t(XM3<$uxsQKN3Wse$X^)mhZ>K)%{xKWVhsz)7pWmY4DtxbSM0M=G0sj
zt6#D${JDF)d&i@)oHV>WC4j4o0CRvT42y0G^qPM&;M=G#<IklI2@0D^rmDWQQzcAI
zaUc|6@9eA8j*76gvrZJVZ|Ko^D7g$$KlLfe(@*{*QapabP<w$%BQ_g`p6^*1@4pc2
zo~H7d#~G`!y3@nmlYXK^E}i~>WhI9CG;_F!lT0|gFlM^$7r<!TbQ9uP%KQ~S_EGJZ
zkt~01?Yxzt#)3nH<f`tw0)X##G65q!qZiYIg^|8zk5+;8`pKIu9jK#tU4TMw`3j-8
zFFk*ydsJEpmx=e3ttGsN@B^L&5O0VOHT~UB&D2pJNecRJLGWBvm<2UYJ0qGeB6p)C
z^-F`rB+3;RRBztkdns0Ozf=~f^^n`<mmhy5P!+w~AreodkZ2VuL#@4r)y+`~vK997
zXwlMe+J+rHeWwpX^+HGuj~S}p&SLZvnDu3_fXWLwn9iq0c#tJVoqlLpzKXVs<(TkW
zUAty8*HQ{py}!;OPXG+SxXNPs%^?V(3cSkC_59|DBmHc<&*ADRPNmM~&%(5-p7VcP
zU~859DCs26HnG;d0MFrlqVgnCGp9Irw&5V6lT!{(?90~p&{^knOz%?)aEPp<6$qx8
zVj%trL(8mWvhCVp{+1#xu*qYipFrZ+$8#CVCG!RisWrgddd}{Mu;uI>PBprA;Vi~N
zT66(t{2Nx4b12#g0wEWF5p>~0wwr%|V#XNkEc_w<uY_F(7vZ5716z-1N_r(Ghnqi!
z1@w&{xone2F_2-Mt`mPCy(~%KEb}QN&pd0Q6nMp^FgawK&{g|Ii7b=P@)vih5X&jd
z5*Qt-Q<elY3e7n}Z>g3n9ubQO_Qh|b?3<xP0{XBlP?>VrkM)!D{U+y`#ch9IzensA
z?RjBkRt^{07Xlf88oA>v1zVOFiokX5<ocS(mTw0bgn}ar2iAVvld*cVrxFve?>u#v
zfUQsp>o%}ih|iZJZM#=Tw$~5v2J($T&h-ACWr=)(#bcu%?7!_1m?u}8^2Ig2(wXh;
zgOU|QU3m`ie=qNW75>EvP+NZ}9$A!KAW#}M-7m{cmH9JzBYW}}s6eB+(X&t9oSD;Y
zn`8*~kRBPYBZ~K$+MEB*Cwr$m!f0?wYB*GkUyMzvQ?S@It5JKpBB*&7RSR{aCu`HN
z3&Z1*>@dybee;P*NR?js%j7t8gLBd<tEsr42oH_zxGsFJn#LDYR7`(rzUA|A#Y<Wu
zHs&8^p2H48#)XB&@EW9yy(>d}jlu|-C1i$NyH`5qCkwL{4wzKkx)|haVwF%4?_!1o
zLvyZiqs^*l_-c_ES$kMBay!QS)+5Ff_0DT<5U~QC8J-nSoch-QGKT^VC-FL=9{2Wa
z-|S~-%^#X!-D2K)O!t41kmSYmseV0oPP_9^Yh*_EKl+(@lu+5d!yUkvWImDQWyZQN
zS*xZ(S8eM76`Fy4f_h800`d-<o<92uYd%HI`Kwc^=6Sb(TlhMh(Jd|9qXGM(|C{%X
z{d$v&iz%t|`a|Svr6M>kxiVIb5MkvnC}xr>F$+=>o;vYlZWMpEev)$)5h^;ni5#5!
z>P4fkh_lt<jhDk?mdUG`3HNdq0DeV!Ctp**MVFDP0d<2(IB9FfR>o`aHSvZ7K7P{-
zMA5ZL?V9dc1PZJx=vfZ9_(3SUcVBjLPNI{4AmTxN1RZw|VxF$y>(j4Z3UXO@JYb$L
z%;L}4UP;j3P+fn=BAQqX5uJ-To+I2}&a(C0I<R9E_F^%;iN?v(_v^UZTdfJK9@^DN
zcUlYRSUzelzY%Jv`Mlif_eEmDij(P+Qi{+LGdqq-<!f}#^QqG!%3-*(lsTJ~AIex-
z-E=$|`JH6tpKBN@WZ~&bO?e{^WL$duFO_R{9NAv2Y#4vBUf{Mnw>FJrY=Y^<jLK2B
zTfsWqeEO#{cCoEAi|jY3Zh9QJtS4HGmxF5e6zdl-^6{QhEin$}%jsG-MOjq*{Xt56
zrALhpw$F8{eJ+oDZMgu+)82so$tZ2>5B~Se$5{b~&Ve_4vGBLoUX58~-w!lk5NArY
zYvASxq!54Kt{>%kTB9U&z6hy#x24YwFhE%}hz1JYW{j{u@nC$AtCAX4aga*>en1u=
zA<p}43^O&qX%0qa&G)G^C9{;~)nzYBRK|G`?7H&D#vtJua573w>-#7Kd^!Y2cU5w2
zd8;M+4yj*6nb{i>mJ_z~@CUOaSgN~o6EE`$iC=#aZ1y~R#yGn4p3R}0F^dkox)U7a
zyt%F}RhT~0+h1xyOXieIw;5%s)@cxGaaY?pg*>9Y8r7N>H{G#3#lRMnln?*u$7>o#
zWk)RGJ)rOXi7Pe?rla#59sKsYAGUmb&g5jVzy!VB0ux-#+S=|8YZ5k-4Cz`muc@!s
z&EbEO^cBg>Ll$w@X77aT=}=<i%U*fwazdz;TuLHYeR{TBdfqI}oL7sNkl1ejwfo!V
z`qx6qBm9?UEY(evh2cD{OP-O`1dmee_2uw95)oLE861*6%}P{b8?w!nfnq;a#Oy<e
zh@mT`c^3~##y5?YKE@DpZI9gMV)e}7n~;B2+1zAL%CNKDD*;G&9Q`$Z**nbQXnB1J
zaP`176cK^jljP0BR2V895)4k6e1$KU#HH<7B(%n7Mq?3(>FDoC0i}(`FH^BfZeuCQ
z4Jg&-&-Qp$UUWw`g|jY)O$2ir25k?!J}ErA!hB5gj&>;6H$0}wg~RWQ55J7$^pt<3
z2~;H2e~Tp8;|2vk%Q2w+>KL-+m4nWnVDR>?4flV#VcoYpHs@dG>-znWj_!8p<Fy?|
zVE?cj0zIkt-KN!jgLuQAFWNxthKS^|tks3k^XQG3X2_H_vDQXIN?qZyY<fFma>i*l
zt>~!*Ayq3yfxhzVfD994JNu|J7O{UH&{)j@i`;@Kp_?%G#mhS2<JetSpf-&;E8FPn
z>uY*aRM6+gR^A9bwbCOi1R2KWPfQwIR&NqOaX1(AeCdbMH4N+x$sb4#2vBZlW3@#<
zdE@2n96%IjjR0lXimR`A^^H|T>yn+|gB_-{bwk-vdmy{)8&=ks=rI=d<OhGX-q>PJ
zPVy0TsL9s|0oZt?Y#85jyy|1^ogWtA#7`dL+X|hnpne2&tD2w7tOrqiEQ~0#y7=({
zG?BR>w4s9+`&~qaudYfI3TBAH?^76hLuP!uDZ^Hrl2hIGdrX*{2(|v)x9GoO6Wu2~
zym*kM(Ggzv*44TgtkAE_@{50dB>L$^iOVWEtxwSDdnjIj`;j3#Oigw1s64F&TiMYx
z<gI_SB*W8Eh0*Sw3{p*F`H6n&S$aC%BXQO3E6%>}8sv|SN=k;8oShsG>jUcnZ=st&
z#qe^Np5>|6m^Z`0k1xZ{=LT9ah#9}WrOY}wA<i*awSKk&3SczGOJjd_;gQ6rl|?a0
zl)FY>zAcY+e)KP5^5@$8SsamJpeL|{qs^8HuViQkjFLx>4Rl|m2cj9qpIz7Ozj62E
z$wN#wyig{#a$IkzN&h+QS%_}(N$Jz2+UI5F$pp#`@3(@hZ75g%igD}DmgS3BKfdg=
zrs9gLA8&kUgFfHw5kY@bP~orXHMNJjx*IrgT9IS|&FZ9*nHmKTJ*?3#J2pNf`y=n9
zV5AYSqU8gGuz4LgmfNX2p?|#4=OQ~9a2w0LID5v$RPLI)Xp7lRFLBJ^!Am^HsPzVK
z6z1Ya@W!a0#mObe8txs-%PWKKU%P7f>AhifoIStB3TOAfYJPvLy6jxZQsx)9!)PP3
zZTV4*GyfigCVKUI#B^C8p^$9bd2=7q^)I9&(m7XkGYVsOi5v-%38eOo_WaB)m`E1}
zX7>#Y&p;xqZ8xG4#rmpE%_;rb&8MC0?8Ayj3YAMrg$IsUneaSwOpV1#-nlr+H<S}C
zIjTZ6%A>~~A=7^WRg|1=2}6$uZy!W`(MD5^ySiDMOexyo1cFGUQ8*%(1P@#(IS*ub
zEDI$__taJSk{a1fb;S4f$4p8uPg@A}E@?I5&zQ8e#c-+4D;b5m#Y*!Oaq<m)<~b7(
zYMMN3LwVpW#qqw3c(*SMy|X^th$`_c<YShHxsVZR$UA>IufyYBdW_1fc&`1R+3EF#
zSM%b0nOX+*-JzJYOY8fGO*8acGpfERNzo5q)QKnChvx7(!u<=k>Ty^^8(X{HzV4G5
zvcU8|zUQv7$UekcNzb8Pto9lHu#6!PWb)37s6&dBvRBlFW((Jk=bGk?#5O_pIMajU
zg-qu=r;mS8&0*qLdpUkTir7bH$TMr{XcgnOcC6p{@ei{ZTPZ|!1+G)-h)M5sS;XX8
z$81*JI|=F3C3^7D<IH&OZPQWPWoWBRAnObhvYGA6(l<MkioJtkhSNdJx#=(z_>2?v
z)hv!u`Rie0*o5Dh%6O?PpTzT%H4ajHy+?L*C;ERIrrI8{sUd*kb}}w9d=Zb&vG2l1
z*6{_W=!~}JJOlpSJ5DU_U(%1SrhMH#2e~XWqRcD>{)j~u)s0_9`<#Y2iU^7#bj@j{
z1H;~^#?=c5v@3l@z3LI&%%}M!vdt#*qgBhNDP`JYWC6J!E(AZJV)apLzDpOb%}CJ&
ze>8v2a!S3qKv1P5@;#yr7wrv{q8Y9}MHNr;@b(fIWsNtq=+gzu%8dcc*S=Nst?;I-
zoaq#|<EUOKLuR3ZUU(MaLsMV<5qjY6;m71^@1j+zZWbUe73!z7mL&CyUmpdU5xc>;
z7cV92M5ny8)5?oZeIJ9iP?y3CSn_d&Jg|RcU?$)88|3A+Y*Nqzo}n8M(u^CC^ogC$
zt%#ILd_lrLs^jm>b|&gaFU0o9xLEYR$|%HP$ZLDnvw;Glw($}1`b1U(j%`7<q}DDC
zKIqcE5s0-=o+BTY4#WxUFSP2TRK)74@}xbl07-0@n>H{BI_BM|@@;p%O=O3eSkQmH
z3s!M0Q%5>a1j=e5hCZ#&ol+_q=G<$al|%_LV2f3R_`qy|=A)tI$RaLvxTef%7op8n
zOWsN&SS$0vbpRMW#&5LKtY@9#rv6K$3zP?|(jWl@XwyskP0L#bHwFqtaW~XgD#&M=
zq<Vwcxdn!2Ho3os#or<e$h&U~_IiJlVdw0~4%ew1oPRILz3{S@kwU;nEP51rm9dP!
zY1%#H-}#Of!}0Tj>9m;%YOX?9VX#{EF>HG#H}BRyH$qt1An`k3V8V?MJ8qdg2Foq@
zF$SdMxg;0dHRn`U*>i+KqcXYaty{9Q1Ne@Wy76F4^kR_=y_9B*IoLsCIM#pXc$BLx
zb*YCOsRBbf&k}Lv^kmo1lb}%%NiVe#ou(#tCTv0%$Bh1bl2`Yp749g0*zB+;^=rr(
z@bU3hbRpW7)GR5O#?z?3k)1cW*D#73tJpN0S7^Ar-ooW@dB{HFP22Npjzgbg!U?1(
z1aUz`WZHap;>mQXJ_JcwIF5ha@$Vacuh%KZC_nUVR`n4)!WjIBpC3?uiTKDRM}gR?
z4_LZ`%@wHKWj5xiC3%XG$BN*hmWE5~7)2<o(Ir?=nBq4ZMZWwN{e*eXhZn5e{NnF3
zmcfMOvJPilf>5PREm@YklTbZTWd9BdNb|O!u2AJx(M_E`)8@#Tv@L(2rq)RH>0a}S
z?Yt1DzEK`m4bjr49&2S1W?iBI-RfrH?zOcuN+_@4)orbS-ZzV&pP;v5ccrg`LS9Xm
z7zQ1ZH=TQzN|JJnT7Ph}F=-#-%sYt{lB881&{N9pugOJ2ApJ!UUlAT^rW(OAr7V+B
zKQ}BsEqun^Yv>Pyrb>T`jhAh28JE5qb4<UiUzIGK@yfXKeKaazvR}+@-sjiohDWNN
z$r^7W&!n>^vdi=CbP~rAZyF>l)Z!6cXb{$mQLfI50>~Y23~G(+dkWA9f}9X>MTkj@
zcEn*~a55DGsUray>sHWx!OyKt!gLqsSR8E}3Wbm1^SfGX_ep<mC&RqDF?9@Mge?t7
z9408Ngn~cA!2_KP?e{l;LW-bC=U5|O>Qb*-C^)j4r3ba9AdS9iF1F$X`Fiyv<lP0m
z6Z1!C9Hr^?Al*^l@20qvs52N$aMkdxTH-DmD-wMc81{*<4KM>ngKYBncRz!YQYR#o
zkUbG{Usu7?3VVMjII_zG`SWY0!5&9KPkI(Bl&sUQ-8rB7eMNUZnaj+vuKKuO|C0w%
z3Pu`!b4v^X2R{b37|t<>a3)PJXx^iOg@DmML{jP=idaH7*%F012Zww!u~FachDBG*
zSjl6`(A6Dhk8-PJ85ZHiyXR}zq$intT^L4^bKQ_0nnHhwsvj4#Qb@i-nFBSSk`i(P
zxv?Eu)iQ#yQd+~6a1T!w@o47-#}{}x&Ib(?g-k;zTalTF+P2VR<%mefKH-lAwwt0a
zibH13(Hy5jLJHu9s&!}M6%hpK^>j~tIt09%9B&W$-CH*k8JAei^@FFYM|$Q=L<%<g
z@S1hU7U_R|CUabi>v~h-aO$=#eV7EKaeZ(o04gDNWlz(Y*eJTy=aH@WLwRuJnO(hi
zki58Pl%e4zGDxQ)kC@lse$7lnyiiUMw&vsHn;Ep16=F+4HFxiwW~hp3Q8LWK>h5bH
z$_`Gx4z`M^ks){6`YAhYC&z<A+qarH$ixWACdq#znMfA-qpEux6Kn<xsY57lzPzc{
z&NG(fOTkN)sMLdo7VL#@GNb<ft=`HR#}dpL9XZZTcILEyx4RC@<PlXW{#KDH<R!%~
zon@?b?~F2v`TVv`p#SGMlLGlGqEzVR=-oG7OQK?#iwyjGWta#7>CxStpy)<l%sMvz
zKBs?jE|Q~JZt_}n*u0_>UpJZNx?W2~0#gB1OUK3iO8|B|wPZEp;Mqv6-Vot~14=`%
z6E6yhF_A9wAe=AEdu9vd8mFLCL|+lg=kKA>wQnC2Rr8hg^U?6}VwMA|ej!xtKE39d
z4-LPTchmpK-HzR5Fu?FViC!s9yX!6VgAjjTWO_L4B0IlYN~8_y!uzCk8T&YkS?nrG
zc|tfP{*hb^{OF<T;0=6h2|KVLJ{)2+8-hSo7pz!c1$!rsiCT9?%jU2<_7~(>cHVr;
zaQSO8J=yAF`5o4%Yh$v>v$kCCVy*b#Z;KR7MjS6w-H$sVzf$Arb8<=|tSQOg>TZAC
zArlaVjmb^Ni6+u=h>DMkRw*QH#aZqWs)U+Q#ZsuMcaCO9zCQe95+@|8+!4e!SX(hs
znYBh*J0jL9B3-Qi0j4XD=$(S${tG?Qpye?I`Q_`fBey990eZqdw!;37l_$a-XFU7C
zf%}?6e-5#8_T!2nvYg_s#o@B-m4$!RRAIS3nhe;0wgL)ym*zt9fUT9K93js=PJiWO
z*1I~})eL@i&PRmVJ!HF-WsGhNzp<;3Pk5@0b_ZD}utu12MK>Z(Uho)tgqUk6=VR?(
zAHhxWm)*(7*-GEowX_hN@a&fc&PqI2?!Np`kgtYzuls(1&ce##7{WqRl>&bgjq!6C
z4lk^^F;g`FXU|g+XS^3Tz5x&9N8wU9{cY@lH}<=BK&C7ya`x+22|ozeUU4_i3m|BD
zwlQy=Q)?-Glm@+VW%GY9fVaGDFGphq&%Ruf3;(>N!0dMTY#qlp@uWiz;C>d4dC53$
zhEdd)6|D)gJD##3HFK0u^(lY;jBb;*?{gsgeazW8sgqX3vhc&j18#2M*!y*0rweS+
zYh@4NtIy9C*<&Swi18+r4IkEJE=xGDZZ)Zqm<f|*kY?c{!9Ap2o}slJ*MS?@@tr^+
zLh{m}Ssm}<*EV{@-+Sqc{0up9i5I(<#TpWI4p&4D)X!qy`-uud3DAEBDR{5~i)*RZ
zy)wT^I8Xzo+6&WA_NkE?B!inSs1mD@-u~)avGB6vxPP!AMurOvHfWZ-F(w3?47q+<
z6yi7AN3sb0@txZE;sn@#HluRWk~s{P2z;0^j8jM4-hs|~QYSb$Nb|}ANz-6}urp~X
zb*{h8O>VWv`o+(xZ{>gQuO;_6M2I*4s(ZnYkS`hkHaKd0;rfaDvO8j>dVLb-j@4Bl
zzY0diqowuRLDM7u6gGckJPkt3twoHzA+@QqCBJGn7_<NG<j9dJ1sB~w*%HMf`!h!f
z@-2Ixd71vNK`v6kcI6F)`Qt;bAj;4;ly@X>{dD)*6lpKHPpN-d&9m7*JxC_EzKMSe
zq3e6i?0}ZNc{9EN7Un#_!{e>pw98Y6)@4QVe(OKhI|qtam1lR^SD_L&G^~X_RPv)X
z(6;Fqz$Os~_>0e;I!JXnk~LgAB!rga3yv4{8i>*me>QtlPe(>Sqib-jx8Ip>qfh%z
zrKu<|Iu8^_8WVpG^-SFmG_%>yfw)_a5C2ORT5%@zh>Y-7*zdKjI1wtBLjM(S6(O;}
zBeDO&a=B6(;jIBqWe?$AIyt#@)i(wm+UvWzeZ;8cz)D7tGlB9K9#*hCrNrm1hL~t_
z_;T>*V5~Y`vf<UdP^kpP?)`I%37HrlX>9J;WNVhloZ)})cyJR|?35KZzaaPNluYjT
z?wCSoa;1F-`DkdjGN#X*zAZ2UE^$V-T3&mI_(KVzqyk^YLU&p2?==TQLq0o6NRMES
zBp*&WZ^W>($3)SN>xc*ibB2W%0+hbQ-1#(T(NB8jxbRA?>5n0*BQ0+A=S;KCiNH;5
zWE?Szm-l~k2A|1XHL0~5hnEZz6PKCGWv-bsy+RnyoCz<-p8nbpa`iQfVAe8rYo+ew
zV_IWTEDn+Pm+$O+3bho($xnh;S&gNjS~SpWU2xf#n)r;Ka2aF((lRRF7f}C2q`eU$
zk_wXZ>U&Fr<&?VjqF~z0t{H_1GnuAUo6=nB`oMo3dyfL5cNI!TA#f-%pS7xNfdq;e
z$%r$f{BLF*ypsvU(6Ie&?HieA>qL5}XoT}QrJT#>x}Iy^w9&+|V+Bx94T+kwqHFnk
zikUC9mIv-|tq@BNbNY{~%X!HnFfxua+rSEES+`9RP$cFo-e8ng9BM?(fS3@JmBfx2
zA69>NkwR5OQ-N;}1h#W#<HR|Mq{V|wd`3h!#hlFTt;D0F7Fx_RM?r+if>gt1Rugyu
z?0#r@Me!8e*Y`N7Z#%|xx6xDpv`FxWw$E40r>9pr*gKWxh@Iv}M%Q;&dtyRxqD#nl
z#n*Px3v|myve2)waNZ)~<D<H9FWOxV>nndR3<{C57u#x25wqZ5TG1!BN=q}7W2h}m
zCQHqH$?&Y#2og&lsQ&IxcqPb(^z`B7L9CJAb^-r*m}4YLk%xEgLt?vT*XoqZ&(1R}
zrw`N@3bW2YJo2d<53UqULqM(SPd)%4JI8}G$8$3QdhUl``1hZ<R(6A~P`GDt6~ce+
zyqHB$TXK6Ge7TiPMVoZKEY$wm+fye6uq2+Lp%&FHkC;}Fp0(1;iHWK-UPy{bkE?eO
zm#`k?@BFZf+4M49U;P;;57w)~w?y*QW|`D@u>FoEV(;`R%_whT8moa$c=W6wDKU+n
zz4JPX^wQwc$`N#nzU{U})B2fkP&<DN%l`nGya`z>&sPsg7tTQp_e!>@n-Oafi_yU{
z6@-|CYsb?y<Mec5K5e&Cih_6HwCZ*=<lIhQu_5s30M#*)+x`wpX*B)Y3ge>8q%4TX
z%7{cJMZFK$L{jzs2{uGRw=<n#P48i>tXp5&yhXbB{`>u!FXok1((I#coA-ZUsp(e4
zbJxkU9Fo8ce@4lV_4Thaoncr;QnMZo8mjH32Jzfc$As=c-zrZY;CAP`I~G+d-%c%a
zMUzhs>jBkt>c9er88KM7!Kpn9>O^@tX}NFo%S0QlJIoprwSbn!qZx;u^O~MSy3)%U
zx;^?!_vy|wl)~Nl;VVp19cF(kn9+LlhsOwaE~Z;`7UT5ji#6Ftn-U)3$~6s%8Zr)*
z?KX7ZP(FU=SnBL{`p7+tXa)X&`R=oM8q<JJ^Fy_{VimD7m^^PzGw+ubS~YBB;P=X5
z-m6cUw@P1oywD+(pRBQ)oF}jUbeJEQ!f+26FteP(ZpKkh;@zs?85Vymtc<$16!IQR
z9+Z)rjma$i>0iR&TP)8aU{pq-4a&7)w2;fP!u-%S6>#%|{pqvqQP-=tbPXPc`Z^I2
zQ^EVgl)FqyROlXPICWiMM+?Lc`_>YDh1VjVG_1YFFB2(Grdhw>41}J;eR3h$NHMB6
zX~x-ZsdbmRtSQO7-a&tL=TU>YHvWkB`5f$6gMgjDWvkc99$4<MNV0cod*^i>V165R
z--FU5)FX<(`nd62<X%0%&yMx=wJc)$Ky^_hzHCpy`CXpiL=bV-M<_5DH-FM2F#W`-
z%PNxfqhm(O%N^;yI^D**YY+MjRR<<bwG<q9QK0tJsUK`@7UO^Ay7{@q$o-t;9U=WM
z@5>_}^`-ugV<6HH{pogrDxWiI*IUF`t5pZ>YbR~BdbLI|$-0|rX=D%o5X`<+@+p59
z_vqc-z;!jW7hXhZ?ojLL20oYISz`?mLX;5Iy3=Gyc(Sv0@`U$E)J~UHv*(zWyoF|p
zu%uf=s;wr|nDl?IUDf&B^Eq1$Ck#}6G>7$QlB^2b_ars*YV#AT^^9?Uku;OcN;s6Q
zqB98G930n=Nu=p^26<{DUgJELIOjIx|H3zR+NAXaxoDb#Ki8o}k?<x9sBDba`?2cx
zX<~M$5FlY0R3^c^<mnW8_a{-7`~9MtUdtTv_ON?E$8~>fJ}`dWiN>2!4XchdyKS|z
z7(9)K)AjTeza`RzHo5rSd=l}RXy0zGRiIlxzd*7XxAqPtHY1D}DiovwqrN2i%Tlei
z<g2$-mI$9vRyjkJ|Fc-Ph@rNq4W+CMULtd+_P4JoNKuZZ3=+L@9R%*B(jU-nZj%uL
z)%>ubLmz*M=u$Z?hWhgz%O<hLK1&jfZh!X-6(^96wdzJ-b@weYk}hFX+;U9tK4^Jk
zI2qyhBhmf<8XMQ$oQ0~=@vswVpFc6P7G^~vaK$@)ANr+J<;vvcf|t_3h?rKWkVdY&
z<KqHTvmkJLZJ&+8E&bh@DN;1});egG*mIE4D7=4>>eg*$XmA8;5Wm^F8;$WO@g6@x
zD2O2yj!!sPh6jqPl!^|3i9c(15CD}@_Hi$Ne@k|p?~K6pL>*PQitv!RaCu*6m{M>J
zDSC%YvpVDD181J33HSY*4{(Ls_}zJ3h1q&UCt8YNObbRq=Pqvqc0X4o`EefviI$r_
zcyxc&eoX$`VU5b-;n4H<uhjL^tWUYmEk3|6j=!YS#UK&4^>=xa@oti%#Cs30ljk*5
z<g!zU98#QjiPt^+avxBGmumOrQ@`;;FCwcqB8w$KA#cAEypkrK1ohFwTSf^Jl*s!&
z_#DKpOja}FWkXxNeHvJ}QQ&{)LA2ux?m~a0;1qb{uVVXLcS;o|HPgx<%D5t}X`4Qe
zOsFhu{^b@f@f}U6Q;Y>R2Pa3$=Q4nZMfr<<LCpP98qy~vtXn}8!~@$syLn~tY`1Pb
z(CiyaQKeQosmIiV^ytsbUv=4oz6gcn;hu?~=lZCbB4M>;^tM&1RS}8IG0v}T-x7bu
zoZ#p0^f<DQzj7c)>|byzy~ECHw}hIg$F-ZuUJzo_@vMC%dfr`S+GqPo_^m}3r}VOB
z$d{;dt*$tiWQz=&28L|7905a;SFBQX?l4%|m+8*2wr;!B3c{vFv3c7=1$aa$b6GO0
zwQW`2p)mHMtR{pCN|K*5&m^yh>dJqVNd^nF9dVNlb!XPbw}rdKhuzbE_8p<r!w+yI
zuc+4yl#>h$2VZ`YV<mN%Q06WFvfJV1vsRM_H)0pYyL^|zFn;ijMA^5>#eZ=91Epc0
zUw#n5GAr=wg_5IIVyatU23~KcWp!~3T;S_Z8i-S#us`%!hx26-Gpu#XkYRty>kRIz
zpWe06N4}QH{5a^q9WWo_pO9&4`Y^_^MY=xSy&C>TRh^GE-}e{SiCDq9t#FMpw-(7R
z5-H+?1bSTqW1YhZf$3gY&X?)Qk2;QvlV=EBQa|=8j1nX-edx$qdZ<NIZ!Lw4J<gDk
zQRxwXt%`iK^0E3RO39tPSQCGips(3NRw+pP5kyVh$o;cY`@D<N^GxEFIJUdj9{Ses
zLtx+@+aX=3Kc4Gh(LtH`>K5pt6YXn=^v2u!_cJ7~?HuzdWR_)H&0ARR1AMhl+B%N$
zL+&M*S6GpkHpPo6_&a3JOLU7Xbd7{|!oz)j&VMyBJVnA>vpu|oGs=GudKqv}z|0eN
zyuP-}c32UwJ<g6VV-1377S3iTN2|{&U#wo>8nuUh%O6Y<P32<LxPE|^C-q73M<?`v
zX;OP4_?aLFTOh7qe`hT`1tHEN^S1cA2YEB7Qi|)nzx+2`VGkl1dp+Hg8(})<BqVEZ
z-0vraK;=pyZ!fPY2U~whO)@oX(Lv@&B1>U8AuZ?dm-|xf-AO-z&~@(_vh4Mg!fBuH
zMq5-gBGw|fy|3QB%ug5Q4~&{^)v+|Oe<;ZMVa6{SsGRgVZz#ZAqA<08PgB++1}jLX
zMd!$hrXBlM<`MRirC8a4bKo`?YoV1vGdtjep82oSgZ1TFcQSv&A{^ZLO6gHR4R;-A
z25RhwPL4%;FVdAdl9YuvY9FH<A)Nb~yE5?)hxlEI1^WGhk)rs=7NTh<Gn54n6t)O7
z+ksx=W2Eg6Y|UQ-`M^%B4{p!Gasa%0L-nI%6h6LnPbAOvwdnOQ)|-<zOEfxIt^q0@
zNj3?q@rJ_wk5zyACi>Ttjkt0>uZ~mt`Gn-YoVv|~nCM!O6BvqR$jMI1^=+^^wqS%U
zjc3eU-5}U%A-1i!FL$_@`M6Ap^lM6{Vx;(c6!?&g{Q!+&@VIso=uQUztYK85ddzir
zCt(gn(>B-kGx$f2V**R%q%6`#I$BNl5PMP}w{@zzm_dJX#m<fqFqA9t^{MnC$)LPo
z?irJA*moNJ=5(qdL;c>~01A_A!}nEKS}=to!oV{5Ug$(Vi&EuINybo+Ae)?9z5gBi
za^>D?mtdD(nJ)3%B2QTN9nB59+<Z>_JywKn|7J~pK_-<@Ls?LL(<A4GVc+P|e3}NC
zrkE|MheLm!d2Zu4Jg>pi<@&iu!w(T}izd_Od-1x})Vl&n-C{A;uMLIfy5tohkc+5K
zPSb60-W@a1u(D)gyZngv!N?)ZyWLsJ&t*rsnft-OfY<4V^Ky{T;vBemtADRvV6fH^
zK~B!?nkp-56BU)7t$^!mk9Wap)q5`YU%Hf@u>*e^CYPh@pK&N|Zp*B2Ww6D!$(w$@
zdy?vuNnJ!vJgfgQh}F&;3W}w(9)CBHzN>CAP0+jsW6avhpJQGd6ehQyHuA!1oW$0{
zyGa?}SuRC;s}b)IW?_1&sFsRMdS_>0KNHT4JBQUTIkkIOH=rbCLRa|lRsIGTiT*U>
z*Q<Z(_u5CHo_(h7!=;1=!@|o5ofBSz;XZW-Q=~#%^Lb%o;kx~~#ku^w9-MF7eUS=x
ztjXsEsL4Lr;jpa2k)3s?!3=maKQE-b;j-^DtBwbDdSslsZn|_ABFy;dW4$+@Tsn++
zy@+_WAhUiqc>T%NeGk@^(bl#ips<3(^Ot`%X@vUWTY)@c!Q-8<W7uL%)udr%+!rSN
zC#L6lapS(M-N8~c$J(%g2yB<kv&c<$+{7fqvYcSni+~SK)^%>EXuGxF>O|`2-wAkc
z>iKcLGSEB*?oehtcD9iTjctQ8htr^9nM$734!*B0vrNcq5X`;LcTv1Y)+Twp7y5r{
z&B$gFRe$uA+v4qY3c6Z5v_Rwxhr~!(MYdd<T9lLE<TTCpyXYUgWXjLc_2)J^D$~9x
zp8`le-3X;|xula^DhgmJo0+%fjFldLVxz0PER&gk6<(N&#iRMlof=`|5zP+Mc>7sA
z-8X7cy9*wT$Za>t2HyeM)E~v4u6BQe6K2iLYwew8{CZb8=MXs?+XZEdC%;gUT0F%H
zy+*)Iag8P3__h(r>-qOtvnx=`+T)3+z1-d8IYHA(Fb`Dx9p3EM)!-G*xdc5tm}*>v
zW4KN$1X1R@3#*e#FMHi;&;CafjZ)0vbwsEvhN9AvpKit~6|X|j&pb;PBkO;udP6xf
z{7kP%J5k&<=PX(6B#VdyDEjg5JJEM%q1ZgS?IenV?|hYA0;~g+19n!_1(fV!wr0}t
z^US_ZtoFQ`skAUu!I0jXFMjjfR!K-4hJ&kO$Z@8qa#?QL@S+#S-{j@_vVVH>9#g0j
zyPwnAm@ZQG@*#lo#2t7gY6ySgs+k{^Kl|35VL2<(vrw%F&U-KuV~ihyYmhq09RGOa
zuXdPNKvdTlBshpG^G2l=?M#TF#yC1J5z&>AU!*6vb~CvS-vm2*!j=)M=3F&z6pGa#
zN`?|99*%CPMP@GqqrEWO+5>DZ&(j#|So4{s_ku|IOO!G_8c0!qI<<e#Dsi;84x7@a
zX&m;E3TA=r6)Db+aBO#Z@uPsNh|`Q6x)0F*8{m}xy|Mjeqw_+E5L*ovy}twoG-@&o
z^FZXQMS+zX8`&R~GtG8DFjR!Qnix{%mxFqB$~5*w0k~oXCRJ|!QrM@)EnX1=dVy+D
z?l^Y4ty=<a663w`z1DvM(ll#SbV4A$cB{533w$H##AEO61cCZwSZg;hBEUyy>*&iX
zHV_Lrtf=fnx`;`HEMhjo^g)x8<>+Pe+vVzObQ|I!gU|AItgqR6hoSB^EAiiUZBlb!
zD53aZ;;h5M`OJ<vp!P*26z*m}#5>q|&mDH3^TJNOr1A5Dy1sv<kh#k3+Oxh@xxDVX
zBd&vESf3O|5+?7USo#*4ixd1)dT9XThlIx{PyQK9hup}aZIjN}Q0Za6Fc((!#t^i<
ztF7}J*h-avq|%(UJWbVH>|*UMyJ+z}cYXsqzJ@JJfja1B3Hl#yyU7{9-uJVfaxAMO
zjdx~r<4nJeZSj9HgS9N<l{|uF*N%SexzXpxR0MhNG=Dmea;$%~c8vqq+6FqYacg2E
zVkz4vI~>W;vi)X3C0>SrmWCB^i&Lb1%z3<hV%{76RqoU|phC9!JSs||N^00j*5ic>
z+Re|Frw}T2(x42n<KzgFXD#y8&ymiBp6I=$7w8?T!JL0OgD-kR#ahMg22{`ZJ(r3A
zEY{LbPVM1M3Z`-{1RuK4i%I0~b~TdE8%N#FBZ^#dI{4-FaJHQR8_nNB;a1!PKgGHK
z!eMUU-?|-(>tMnP-^7-R%IS{m`lNDT?YbIaJzze>hsQ$oiD5g7<*e+>A%;9d5J4^`
zPWk~Nn*)Cj^3qq=P)D=N%mT!OqhsmPaEG|#w-oX1eRwC5!F8y+U)>o9n+~Rkl_l&>
zh>!IcFtcR{wi^%LMb>;@zzGyvTpp2$s=3P=!LXR1fU&<$wHNZ2WB+cI&5(2boC!0Y
z!WCj|03#u#wfvEp(W5UuV-^I1k9M%_TN}^dbRB;KCbQJtVHT!$kPRL5JKd@v>D7Lf
zYYHSf<ZQbwM`l$FZC<#3Wh@I#C}UwRZHY0y26qRn4%xtbIiC_lr^;Q=H2=ma{WR+F
zOQvmvKDqyjMGU$Uc2XWT`ar_!LhL?*pPwkdVb)Sn{=C6$(Y~(EaqE|Fx@-tn#9m|4
z=bL}s;4Yg+ZX|cJ?ZM*keQC^m==Nx44)s+lIM=f)yBYKWo2Iq&WCMjU2KW6%srX&~
zBddnX^_^&1-RjE*tIWQ|$xH9a1bc0~=#vbhih`7U7Y2;lU35HAFvnvix#O3bNfMLb
zt}Gnd&H!^jjK3S_M>MfC#F-GAML!`hpWAl)C4BmS;xT13Uq^+o3V4UiGD}F6aK5(i
ztc{VZuhX<;n}q9YY`vcHktMC0X&6C{=~hjCtLx5fW`JXGDAcO2C@R(qd<lsODG65X
zKE7IzqKzjEuZTOfRtuHyPnOo)n}T0!bd?w*L`8gWDBDqg6zPcVbmwGS{-~pEAUz{1
z;b~QWckp@yaWKh+&R;j*ZU-XDY^0^#-HB(gRI(^iTs$$ilW>##yl-mSeYdogO@$ML
zotvD9F#@uw@Xy(jVBHxT&B3VHT!5O8Y$zR%qoB)sGn*JbQ@yFV<iZFw&)@fCOqnN!
zRnCE&q54r56tXeo)l^6QGSa_@Gh;SBMNmV3#O+0a5KLfG*=1Lq%jZm;P!S$$Q*Jx%
zer9cB9t-r_M=yW(!)=5c1=wj|@?IS8_`|2{Nu7MyflnRN+&^OvU=XkictV+yh9moV
z`ghn!!bXJSCHEH$zZARNY}brP&E9CxolnDrBWo`0Yo8uRdW59^Jf)@Y5XCtZ=G@?a
zDyD%A#W(2>#y(WWw1qy6`7*S{`gE^el($ayX+XXg7={3BNE9>yS;9lH6o`{)yFbr1
zc6fT@{2~ll%V?NYVA7kbFZ8a)mKn@{=F?=%L^F7P&D>s>K_Pp#+aA4>8ZDYoj@pcP
zA5IZvj_kop2y|Wl5MiE1VXUP-Ar~iqD}O|LQ*tFG<z2B1XE^+|7Taycjmz#RihMVv
zz$R7ogxBZ30+d>_hSAMi9ZE2Quhs`Ec&b^E*tf$p{RLarwo#66Ev+olewZPQ5}yt}
zM!~!E+hHf&`YW{+u^X3qvjgNR`_Cf?_ip0l=J}H}iAiSPcBYMCbFmp=g0HuK9V<o3
zzHH|M-Lp<<d+5^`VH~GI?$_Numd6;=M;#`ypHl$wP);~XV*F-Rg>8K7qWFa`oydpZ
zVVtbT4Ka)|UJC7{MdZ1hT^|x~-Vq^e0D7Msy($Zh4(Hjv%m3v6v^S<P=Dp0bt{SJu
z{QfOV3tGxqNIPkEXGt`<*H%4$tb;T0yPKIEy9ALZ<P{!*KzV*vVH`&T@o5$_D%}~m
zZ`@xc){RUk1JNy0ySWST*OcpN{=Wdh96sZ`6P{XtT(jByvYty$^tA33RXL{05*g!@
z!}BvpRK?dxR(RfZO7O1GKSk_C29TT^Nd(T;ue0irIT-i(s}3uo&U>7HEofkY-fAZL
zqoEkVaLRsR$I}1tIexXfNR3BrPJHwao5)*g?PplOxz5H<91LNj%19jL*Gr98aV}bj
zTwUkasMB%iirTMf`&S8{U*N7K=Qw4?AVdSR!VJ@b>yGRx^Z0dXE%XFPs%HvTQPMn)
zg7RkTqejQ@JH)NlS9KSEl_Pd#2MXAhdKgB$HEP5+V9>&`soS%@#&XXv40^&-_e&vY
ziQl}_baQO8PO*@l;Bi4Blp7pUZgMl}IV{0m7jjwiOfIe9A05Ff9x_iC5V8k~mIC~U
ztPEKnW+WcUf@z~mR6)!P|H^e#2%#jOF?HryWC$g58WQ=8JRs|T!5xH(=lDR0=HR7z
zYF(DIq~yfFx`zMELVTvVF~nqcojKjkC+3X1{=V6s6{fa|0tD4HMP78mTHSG^%45~5
z*HHtM$xX-QjGjeAk-J*aw_(1smssf-gWC^!uIBph%JN;AWz5Y!#j|r1Q=7CUm6kWa
zyyR}eBfyRXq6J!iN&_sW?qbkO1_V?2Ll@93bmGR5n_h1=Hmas40VSCgye2{01Mj-X
zUy`sieTtNaP1z!<!ISFVfKl!a)u@G{Znb06i?qrLXq39QYz6Ld&@<8rfv!Au&Vqo9
zJ`anPXu=AVHo6<NyZWm#amxad%2Zq3;ye}Yuq{J|t3Nn@qo+I7of<=2dAgFyWl%l{
zD-~TuLVhYJH+>T}``FGu#gQ5sHQQ~BZg#0rhdV*%P@0CSK_4A5xuNs~V|#;-4^PY8
zndxtg$4Pb9rp($5RD$8Gz-2eX*sTsf+Nk2BLLYOE`l!>(CIy~Y-}yLuefnP==9IY1
zr2i9DUHSokDJXU9|AgvavC?NlL2GRwx`BGMo4=y9edo~*r`A!@5iK^suTL(L9VJyB
z5^|2X$(38&JP?01EUVtU`JykMNs%}>vHouwb$F`G<>GbW8@e3`A;H$@4_6w(%iF2a
zTWJV}ruNGzOv0a<<bS>)hx_8Hy^?Y?o=gL9Vf0Ra{c}p;eQW5;-4pTEpaML5K@yEf
zS?90Hp<>GZK}&Cp2Ji|dV;z6YMJEuS7jTp2m6Lj&yC1F4u&>U(%3|Yfe+z(h+BK0>
ztm&^TC8@inyUs-rMqI9N7>}=qr_vd_{Y)2Oq)$vBRh&ySZY<#PCGWXY4F;q@ic-m1
z0rN3``D2`n(F#o&?AGv2KpyWJy@&QAcEoleS3-Nkbg=W5ek$)xIGjOrfgYYD_*#p1
z-D=_%A^By-I$1Uhx&UB`OC$teu!5^k{#f1REtyRhPtj%0K?4DwIMqcHM9)??yRLg4
zi$FbUh|Toi$kZHUxv}22FAk7c=GUSs+qAuZa+)tm+|AX%SO-6P|E$FoIhmJOwq=go
zcxYF-1&uLXxHls=EZWh<y(7#MQBD?Z>&7RUk~eppf3!#|0PF<D+mwX>wzoT$7BT^`
zeefxy4fW!_D=>Vnz2G6VtR}+VA4SkTT{qW(LLJ4-yh3;`k566-dfJkOt#=Pzhp_m6
zWa`WhanbtI3l+z}cG`{tO>vNcV6pCeWRE0jsQX~YipM131VPhWp<GbS1+_Y9K@uc4
z>tA9UYrwZHJ=#0KZ+ynQf7?jnFUkqE))%xTHz4X-+smb9ocG4e5_hEm?Ff>;c?a6B
z{5>{ywH(V5s$9sZcQ}$ZiTQ7%`i821Oi(<0qR>|Xw^07xdpCz})3-*pXR)qr1Kir4
z6&)v@mf)|@fZ7b$4UPBf$eq0dz$;lDmhKXDpVo2!-||u0e3ihSiRvF_>fAQ3b+{Ej
zGp}&K)L|eIF!H4haVs;i8vr9I7rY3FVST!h7h=-WrBOD1jw_P0RsU)=no<UT-LB&~
zWBxs^xm~wJsGFU_?i$X=!-sCSv&t@I_D+H0k1LAhD)K%NM98B0e#zNqTQ7c3W^bZ_
z=}h)carOay-G#9DtuNo8ue}xB+N*1vh!CYK#rbDVC~wdL-=(`TIRod&BIkEaE;hH^
zXP%MsMB*46mNEB6QL0=1wD|sizVw=`V!*Ajb;RYVVb%1!!IkUg3JnbW+3I7~i}gXw
zjN1}cJOp&vR;i#T233I&Q38us9y!seY|V`fav*=N2;xj#3Lv9}kqq_Bm5{gAjF~GW
z++bGU!Q3N&h1^bf!8!jrkFy#Qn$T~qkrVUSRvV*?b=tKr4-q8Zg^ZGam(j@rK%Ol*
z9xvGUWWvUj6MEcBjIpJ{={_<~^;BI9=$9-cF+m@54HcfqhH-IPLv7UWztG(n7?x8v
zxXzu3{$URf8jufVj%A{c%4G&FaP)9H`=sG*C<jVZ;CNfr9slV7cXMYK-q7y8ilgIH
zKjNf`NhQ}amiy2!T*Z!mF)1(x4OUqGXn^H_HJ!9ZVVE9^dBDO#YkDP{R^R*pjLJa<
zsjqj}Dh)2uE;PYl)^6d>%{aaTau0ebH@g4$1BnpCIVbFUbn)n;Y1*qZ1;jw6hUI2B
zY))3o(*EpYTAv<g)qm+3+7FFGJg(lA*|Qa8A)u3<nnX@Ujr6F0Gu=@Rrnd@Z&v>E&
zIVyw<10i0ubH{jFh4CG>eb$ff9V`nOV6ukEezZH^mk_3(<_gdTAX7U~>=dLjdEh5t
z^L`bamu9u8NAG)PzlEYAB6Sch%4ClS-$<56`u{Z75Jv!vhaY$TTZk&jv_r3F-09JN
zE9DbF?Mm;21%Ir6P{JqDJ<64Gmy~jRaLxPtA2~3$2<hiNo}X#_aYxqp22RLMHv&BI
zsrR9t!7;_FYtN_CSQh1kx0BZnwTD35#JZSFFc7GQlGO4p{54alnuZ<}`+-x(N$(Bj
z?1P7l>BE+oJJRYl(sT)7b6Ep=sZ`c9Bg$pgL|%LWhSS`CPr>2}gWs-m9<2jor@QPo
z*s07&-W;5a*i26&1W^v+V+cCN7nMpt@%MTWg==;+RJ~tme`q~5U^#@=3ipt&goW@E
zM$3*D%@U%8AX_b6Z@d|tLmt1^fZgX>h6nuZJw!b)yB<yDU{u9PZXM@wv;WYNyGWBm
zQ_5sq^dEeG+JE}+Frf;&F$+y+6AI@AIxHf4@kI#^!1mi8*gpklbj*JugR)7mbw`#4
zujrRbv4S`bhxh2$If4<;&VX4sCktn+f$2WxQ6s5EZZH)xl9M3Nc1F1NOlJcwl&XGd
zky6Tvmz~f+e?aK~QOE<%y!Nrbe<rUX!X29%k#A3bU_IMt(T+?F7-c&6mK$bNz^<PD
znlALb`wL*T+S2>BJ>f>-tO+hZ=!hg&A<>|jH-ik*HYoviv*5KxX^UzS^(5Sv0}cFG
zAM=Oj0Pfk)m1^cu!ir(u+L&435K>J?nKbq4m?NzeJ%r2<Eh=t3*Q`9F*ITxmb_XYz
zV&oZr7upE;eKjUhqsNTye{?Rls0SA$b@5*su5HTNmr=@9OHil`u{AoioTSI1{X~%0
zruUjV7zRoDO@;>>2ET9Nw8Fi{5xOxH1!-1px{w+Lw=4ZT5Dt1}b%&Fevi^~afIPFg
zzMwCer%yvV#S+Ix5-3fka>xjQ_+?|6j3Wkr=Bk;(g7mR>I!*)m8=>XDn3v`1Zq?fz
z$Oc8F-@e>3#eyUI10@E!h1T;<E45DC<<{e6MGsunD80)R4nJ%%VHI~pIycdoQADgF
zI6JKkLj{ji;uf@;JgY=DF9Cl6P+?~vu;Si`J?uIDF#_Lpz9;!}sxiJgDX1aKjSTmH
zh@qk_)!|GQkP_GtLP?M$)U%dyL`cGQyNyvT=XR;x_D4kc>PGN;xTN4G{FZ=8h1Q|w
za@`P?cuvwFZGagpCx>NeyF+*;YHATP*cBQ84VB?O>#a{ARxhmX>Dh#(czd=G4?)O}
zIVcH$?}GF`h>8_gdcA@om|w2fwxP^_i5&+RR%Yh!(}*{pRg5FD!k*VtR6>3hHjW$l
zBk54-_0CfKy<{r-QEHh6)~Cvn{YN*{#m&Z?S;Fy;^DX5o&2Vx|gnu*WksUy5M_IiN
zI?BmBPy1_VmY_46?nytsNgTscNCD#eGMZT-eR$$mj#@$~dC7^)z=q1H`(yxr6}++-
z1UlTSV6ArM%%$e#LwAj%b>I<cF>KlX=<*>E%v>AY6GuTW5_)J!79@VQ+$Qt6wa$SL
zO#$OD+9^nDWde0G)DE!gX>;hhTemh-g&^!L?X~-*DwPj4RH>aa^~I|cW?8WRWV>CK
zBq!VjHc%s2y3dIauUG*rR_@?`=0<$iYg}HKn-`;}B1oY)qsoRNbez{n6Yc$;80JBk
zxIx!~P6OT%5EPS_UdtJm0q<tT@;%TDY)G#5b|VTwx+&j$33t|20jdsQLI9zA=~-~#
zV(+ZG=~rbp^VvftE}G4Z+J2sRab2ZnXjY%7k3>crq%nO?$Umy0HlEgh)us=K-c|)t
z9=h+-C}PCH81qc2!W(N~kCDMy8%tEI>wj!`VgV$4NxnQR?k&L)heqz98QFkFbCOTO
z3>9Tb7^BV5*DX?%gLC78QN;-4P+o*qX4O6?F4RIk+A@G04w}p1{M&wf0@7xUj;6kN
z2P53I@>F~}dz1pa2g_c6R>KDKY!8)3w#~Qn%+uo*QI=<Xzn{XLb|$v>CK7Cj;CRr(
zM<=vV{HZD6gG5%UhS8L3<CUe-N1+?Ox^u<jWETz%k;AIvnvv|@`zCT|hNo6g!;zU{
zuoILCq;=xHpmglqbFr0Xt3!l(eY?0ZXA9$fjKW&-;K*+(?)8U%_y3UKS|}q-al@D8
z!Gg=-^e%IoWQ9jNK~K!2)xi(-X~>9cR1kn=Tf*IAQZD+6NkX={5B}W8QRTXL0>iGP
zHl9s{b|zINE>5Kd*gj4U;j}<0Lh!JdXIt|GDn3@oL!RS0*O)Z))_1+-eljsYC<qgA
zhsjPrPE7;)2Db)(UivbH*(YTjH)~n5KV*Qqw7~B*aJ;IITfiZu3GyOy48~*4o@62A
z+Y2UN-B%eqj(-5c7B8_8+(~p2!;Y1l7eTfl0@i$&IO(o9tGhOf^EP^)K{7Ge2umi9
zbZQ_EeEBVL-9p#bZW5KV?`N*9gv^V=mjIr%(jKbUuF^4oEWw#M75ZXx8dZzc3r6`Q
zR*tSdAe!*mjMe-WK>V_DHN+KMFz`nr3TKLW=2i1zVVmW8Kh<&jfS{fT+sAdCF*P@D
zAEUff7KVG|Fam?FTE#%rWOo!)tW2pWK-`XlyqV%p#L{F8^T}(|(*johCZ<5k`H#1y
z;@Y!Lmu{ecb3!{FSCeEniA0F(F3@Q6C`)*=74Hv=T^XZD1AW?-=%9|sr(s+xEBV(*
zssZ%d6qa>LOxsLX!;1U;BDRk(t0`z*?9Y#;*`Li`tP|bCDBE;9$ty0yyU2UEyt-ns
zJS44|S$309kj543RY1<qj*vk-u^x{X<sw2Ic$p1<RJiMohfn8a=GsvI-ofIC3wY{i
z+bx?Qz0kPgQkfrT<ch8CNGIL?430(3g3n`s^$ti%7<6adE!Fh*$8W^>-s$!P`Hx9O
zr6mTyJ(daAl+x$WE26;m+$ynUq$#0VUiuKI?P=zk(DCdO2{1nHhRj=j+3sNYlqRsk
z{_cN&^;?_CWpXx|ls$GWAgjdDzq1v6jDWxPkBVk1oURvs#^2z=m3LZ1Rz=ZuP^N)8
z@>xJ_*`;FgHS*)Zxtw)vNsh(A%J$fh@9ZMFOOpnV0}7lY96)Sa<S@JXXu*b^8RCo0
zpZVqS7I21$9NEb;Scyz;&B2|H7-|9IPo&&`Vnt}riK!z$B+R5W(=amj8ZRIJs<qy*
zZ{LrqHg?AB^wTDTMaMDLgVmhf>blk>ba+czD&uK*n45WsghQ#RlO3Q@W1}P${i`-H
zeIzA{X`QQZ$vnVe{&1U=Ub&$BU<Lm`mn~fB{8_}RezyyI=Tk5Hae~T+<8i&LKFv~p
zLbU^O2(bya1(nndpi5*u$)YryMob4-<sVNH2mmH4O;D*RX#^rE34xH1QJ$hdm28DS
z9|&4;(T#bi)0>w$TSmllFhx-R4sL@+<i+*Cg6V~v;v#N1y5ZsNuJj0Y!9y$GI^>IV
zaOS9Ue9T7}Z74Sl7-Jr-+6CVq)q`$-Ea~}Qsa-*)XZBty;m?$`8!2yxeL6tw*sq2g
zj~`WOQ#-gF(W%xkQO|w&5aciCjJ4?g#i`@nJ{_ynEA7G%Yw~~)huanZFC{5Ao;`Yf
zwxW4D*6%MR4oqD}bNj;WYk@;N9)0ppQUt)T8u({YxPmNPyWHD+J#>ufOHe|8UpbiE
zqgzLLcpe>JG~9(`W0tCf-%-(H=ri1)4>j(xH3YL5YzpGABW7IkQ6evQEoO=M%iaM^
zrtU^+nSqd?A75?x>1K2rsnf@IyN<M6r$%JciKWhmOngQ0F*WucnS6y46i4#=A8n7P
zX70GRGF!~cQ{X&jY4>ja%E)DZSz`xwoF+7hz@R&bd}iajcD*n0bQqe1Y9yyFP{^FV
z?h)@48eX8SMheK4HxT&}gDN5pETQaq#RA&6fv~mthBmCL+eQo?@lg=iWle^L$dc8-
zwZoqfG@1|(ZwR1&BM#e{kliQg<p7$`dW!6)hYXzh&O#i|vXpj&DGZ~3PCQc`Bijg3
zO?G%E7{^XzR$KVUA32d|w#vlg%`G^H@etiZFwxa@#wNPT3sAhRuMmaFP#N2X_NlUh
z%#?jheRmq0WVvPhSX!H3K8>@|7H~-m1yEu<bREAdDaE%UFOgZ&A6EKho}o7k+ujy2
zciJauq_2U;X_?zBt~d677Bq*wOz(>#cYGUcHfA+%FUneUuE8wYKWL`eubf}s7m`Ps
z5kGw|Oz?juE%#wXm~D%l>!rRo0FZm@U!P<Xuj3EZ>QD!5x#y24O=@)+jW-DyKObO!
ze*N6dAEe}fQ(zJ35R*eLx)bIwEDFKL%0l@#sW#Gz$2x>!9lk7o>~S5WKZ{Pf3sDz?
zVT%DDhRKf&=lMMiCaM4<qe6rGQZ+$bH@&!*QyldhtpOy#$wLK;FH77e4RfCmXiX>n
zQ9vK)3~yfHl-^H7oV4T&SQGZOZiJcRsM4^~yldc8tpkaIHBA9^=4R!I5m1m^?V#5g
z3c*Ru30o!lUm$;fg#Zg)>6`-YXU|?hEqrL82t^e$1=R;f+@=eM6`{2X&b4G&B)d6J
ztEdzGsWtj~ml%%UBUMPgB#7u6t&JSC{kCe#7KOWz%r$$;AXK^;khgc@F}0pE*=XnW
z0{=?qK8sD}qh~0|#&eS7>Raq8sFPHNP?}*yVbaV_Q&#$a*N{T$pe5FrqF;Me?0laO
zG2W%0#V}GnT}~oys2zSLxzC6Q3M7s6vE(>`BN%G3xxbw)TFSu6^(00#wu|}SCA8SN
znJ#;)3|)q2Wnb%ftYS<d-TO~P?DK%JC`g*_q(8f4afWsT#ShrtNzdSed(aCjV1`ci
zG}nrFMge<&4;(yi=t~leZ#gt6c0QK!!-cu|KX#AFEpRp;!2)t6DRv|^af8NNCsz7m
znrkBDW9i<&@*s?QO%MlqHSEI6_BS$Aol5*5f%0A{D?#QJy14=<lrRVjs7;pAfP>+@
zA<2OlseI>{;7GuQTt`a|5FuZ^DPn8QFo|?jL;p5^<?J_l!sylxlkQIc_rB@n9{Tqp
zKAn3xNIU>#tYeVP*(iP$)Z&-KX>B(l6<*gzvdic5fDCkIFI%bawEqqj1-scZ)F+H?
zSVULh`%I+ip~dsI4(H-u`;rRAUT$bcofBEvnm+Tv3YWYg4iYs+?Me|t(9q3sa$}7O
zFBkfM#YIAvXu)I7%qav7Q?<3dK|M^tTZK?-R|@uyhVv}`IrxJ4E}te4!EumlRzBlG
za2w$vrsK#m0T)SEj}(X&f3@YpyB_mh!4dJ*^CC#u`)df=Bdk5Nn1u+i?}}y2f@yBF
z#LnaUU{0OV>L0Z<&`|!?C%Yuk(Yf)6xn@^?*FSW+Ar%<+w^M+cO<3Z2Z=8;Y`onIz
zP9!v^0%M-w_BltAhA0!n0q+Xu3sr2oy(;PV_&N&IQfmS2n(<@R(H(vPs#?G+bhNOc
zj7T^nxy0K@AkB)0G)KDyH&!a-wsH9sz~=$TQRl}Fr%ewE%!*0a7<`xt^5;qJqbqKI
ze*;n(g3-c#-W;DhN2ZSLrovi?#EE-F!52g(a4@`ld$@eU3;7q{km@sIt9^zCv<YFJ
zxTfHpHo1gpjFOWBWBw+MM`+tw2`N$<+7j0Ud&~Ej+kgQ!Fm#vT&XKkRWx^iGki|L{
zZtJb`NPepjJ4?4ij!i5*WCeoBa%F&jyCsw~rW%H?2`m+$SU~2!ob~oWC&NqMNe8W>
zG{ypYhS(~nq0C6;w-q`qHEjFm^EF)FM+X(F3q=S-s$HVCy4e`V6Fl^bl|}fGa1Zty
zM)yU-fv^xGO#M%QTx25%o4Q2px`}5HA*wf?YQ_V9KTo!ed=60a3cSGI_P@Y?4BzCL
z;!C^LA9*~Q_vQ<T=*X$vYtC4sxZllE=G`la)%;D^V*b+2sxZAcqv)}X(DIVYs)#bD
zb5-qrQX2v|5Ucq(r!tQN@eKE8=D_$d82W~|%Atk&1kILY0nR-G$!I$w#Df#*Lr9w(
z?i9@WxP9nTuHQ|2tjZbe@r%`e;~G6+zw?PxFmUew7Iug=8fZRzQJw?d2esu8!YFnC
zZ|(wwE(?z5$1(D%7nOK1)`t+~)CF2J{tgMasAXCyKVt~RhNYaDZV6vjxjk0jX|R4o
zKy2oQL)I8jNvH)*?LM~mm=LH%%7`M_Mi56>2Osz}cgIVqfdr2yEegtiZ$3EJ{k+Yo
zJH7-*4HINDH`5bC=iHApTdsYiD`9~|%{Y`W%$@#=w?LXN@&UbZzXPO-en4w-Us?hf
zOpld}7(12PFEDz7N_d8PwAGa7>fJoQu;$8xi4Z<2Ar#s{$y;Pyj+kvSDeuofd85O6
zz?dn~buRHhrC0ZY)TIW09{^^S)C^=BiqM@k{g%bnxH>K=@9q@kww_VD4WamgmX-^q
zc4*uzHZW>Bs@o6SKe#lrQz!K&K|^`OCoHza!vM5dW~uhV{h&rPJR`p|*<^>Q5Yp)D
zGqwb4so!|iQOM*LY|>ve-?qX?9bR6R`UapZ0|sZehODzNn>j6iqiWsfL%)xsCbYr8
zFYMd$uv0+JP`rXI_3PRl3WqI<r1Smsk`;qhf|~f744sp-fXqbXCo2iLd>@LPGFFug
z%#JgDHi1A^d_a+b+=^aW#bAI10e*{$<1?u%s_@U<$RQp&FaYNo49x>tG?E~sJG&7<
z`$cZT?Xg60peW>j^dvk^WQfw!%t`-kBd-WXS{+ERmrGY7jY8A4*kM55$=`7gh~4CZ
zL9f4zww^UoVG1@Qc=|!CH0KM|?q*>yE$<4gr$cYCwD#_<3Q4_LN*l*R=m)GK2&4fK
zFnahNu2)ArLtEX;lKu|%4DYZ7IEm?b_a(`Ayc>vY2L?ian_;(&L-olLPGT{Z_SHLD
z!;x+5sn?;NlAuaMGOm3C&=;Q4iZ!Q^dr9m^G4kbDE0{NCT;NpqO6c{1qu2vc%G?95
z3aJ_X!lW<?@Q#tb2$jBTXy?C(I|l9Uy|m+ro_j5sT``A>|B3jqeG!UezaODJK0Rj^
zBtSSbOfW|}<WKw}DY6N?4I95MarT!I%P|H?Pab?xdlCvBnYpv!r>J(7*fLLe^#T@g
z)jQpUEP(VvUfc}F06UifvJDggH<zK94HdWDG7qCQ0yH_7p_mO65;-|C3NK7$ZfA68
zG9WTHF*P-pAX5+&1u{4@F)^3HXb&iVx@AyY+qO0ggy8N3Yb3b4yIXK~XdD`McY?b^
zaF^ijNeJ%l?(X`Lz3;hapHuh!`Bhi<>Sx$9=9pv5u2sE06Dugw37LS5fZ`xqCpsp2
zMs9$toD#^!&{o;n(AJ5GkxmI{=4@@~0AQwPWMqZ={8_{SXy{}CvK2LS0&)X?IGoG@
zUyPmJ1H4->GIGIv21o#Hfe!CV6M&IBKo00+sN!x1WCBnc{sk03j!tw&hK}!QpsksO
zEs*NnMFeE$?qFeN?(`=H3mx5`NPoPA=>gJ)##SI#M=J|}p{)r(nqH0`AP;hV7g_))
zLAC%Rpt+&7DF9>&PyuQHRF%bll#~GyN?%kJl&R?711me**?}DXCl?WA6;%mZfT)nX
ziWmT>MhlQoRaW`)sRFcp&)<v|Ag}VS|HJcc_{UvNOhrgVQ$dW0;m;ZXOaK?4gQLYC
z+W*Rp{5><kzf*g6HFW^l{6zquG<R~c<7QxRb#<jTb9Qv12RWG0+gbmAm7j{ag(JWf
z<X{DOzd8V|fqxao+1BK}oKEJzzXSZ)8i1^YG0@f#_{T{c^taOHy_D}x?{cUAP3*l8
zPJd!r|7{L%1Ooqq#@x{HFJD;&1zCWNp@ppz(ALn__}$RS(8<{mVDOjh{S7ps_&Y%$
zK*ZU>;SY!0zf=zYOY^UP)P+IsE7P&|^fq+;?;SI=b$0alM{WLd*~TDSM+-+M$G;;2
z0j3t#z(3hL{@F7N+rMOTLh@4LV#+FXvhR&&OD6|<uZ}Iflbh3D)_>v&iOO;VI2qXi
zOkAu0#`h)_vo#R`+1R{i?Fjd$e4-Zbb#ekZxHJ4ey4%VY<ZA1G`Tx?ITG*PH{@Dc+
zXFCQ}TMK(<pp@wU_`HkY{w*^DIsq5~Kzjht&Dfmb5A|Q2^GD3|NBmwAZ%;dr9l+Gk
z+7ak&VG4Y|z<D|vx&Q%A4$eSt&wncZ6TvZY08A{5o!*=NeQ@CZiY{eq3IcHbEq>4B
zU#kCU2g<*Omg;?fVogA{*6sikpeY=KJjm(2IVk`CnYsVs5_h(?mN&EkQvTnC{cmeS
z8w+dq|HJ;j?9_pO@}`srIoKFl|Ci3fQQX1}Xrf@@WNiL-k^h!UIT^msgpjS7H4s3@
zMbFC4%>K7R_0O<bzjyWf$z<{8U<1%GvHrL2y<v^5Y=Mq{jsRB1zf{2Y!u(hA@4N9Q
zbpV5+h?tm)2+jYam;N#qvo!{pSlF5YnAz9?h7Jyf?r@Cn4Z_UE2JmEh?|T!V+g}|7
zV4$}JIla38?3|sv0j3}axIeqh!3toI{v-Meak2myl>ZlTaR3+$|Bbi+495S9*f`%2
z$ohSa|B^6&F){)eO#T6x01Uu?KxP1g=|A8*li5EY8-T&$ACMiuVEGUDPG<cN_@0T)
zzai5*??2LDdglfG1HLcN;UDmw$nhWWoyh4Q@O{P3|A6njF8_e<ysrO-%<n|*f5HFU
zK7~Jr+h4QF`0xGvpHu%YtnB0fvI44Gn7seu{li3m&d|xh!cCj;ebAWR<?pY5ebfC9
zg3tdxBmUtnEDUn<q+?~{0MIdWy>|fXd*?ARF>`qThp+M92k>7*{@!^1!hcRb01)T~
zG=^K41sU@MS*A3Gl=_I}kC%P?%te1(fyJ*O9S6CPKHiRpBl>NV1SnA8-|Uw`UI3Dn
z<kt0nN%FTX()b*NY5ls|l2|!*ZK5c+W#}X4gNGz0G?b%8uNsgcH}6;0NkVlXos*|o
z%sQFT8rMn)P#roH;cD-Ch+-anL%mEU(J5<P&i&|GIL*|A;b4vCHjnbD18;u31KjED
z0V5{Tuvch-ddeU#1Zzkd%C4sieH%QoP~bU#f^s{9`yO44^1*&}QS|^?JKV7Y9v_Ur
zmkhtmOaefWpaX~Hn%*aeo%A7W3<*50z_HWWKTm30gd#ie5Vrw!V*Zhf<;qJ_P-Q6~
zMeKN~cR$67j62On!b2$|#H>xA$&C-*l_!Z>3=o@<dn8@^D91UHL3`tTzy4CYuVtfu
zIRy8*33K1DU;y(qk<h?!1&~BAFGZSd_H3VR!7&m}swcyfc%;ajfD&CKA=EAJGnErD
z%2-QD=FfuU6)?kaVD-b`X1tjU{tnVZ*DlIdzfr+M$tn!*lAy*aM-KJZP20h#Zf&XF
zQ?=~l2J~rH_K?{sneU)Pn+)_Sx}dUuCRZXn7@KrrmZ~-~x^?fTHY6rLeDA&rg|TUE
z$_W(8zJ0_LVjcP4zr?XletaHDS>F)vw3FVhoGfyXZB|vUUbL5v=6xeW1X?*YI@SOo
z=Hz+4M*b=d`b|1BtAH$;aYq{h2UkCxP6%~Ax_*2rYJCW2R6yK5cflW5E_+db19jNQ
z3cBkpO&;QB!%nX<=f=D)5K^3=^^MOGB1Kmj(C4pni&IlR)d(HL5H3gI6cq0C1hhN)
z2FfC@8`wz5eHeKN9>sF0Q-ujVv?nVUS<(=0w3R=rEe_p=5Uh}C9UdYQTQ>G_`G%>n
zm$KkVFX?-Jx#!K|oBu->>)KI&+`I9M%2Xr`WP9cp>JIkoj^=o&f&=m_cEXAxaB*vR
zcIT@JgqTNF#qC<w>5|@@6yo~U8MVBp%i-H!w+DsJ$@p1LXSbE{X{B!!H0jy-&YxRB
zg0X??_NS3|>uQ;qsc;ZfiU&R+N<EzEu{}i^^6cMnfnU5FA}9e3^QoGDIgT+7&>wQ4
zlT*D-f=wiJOtsowgWa~uz^qp~6nfn`OCc)w_zZhgMFn&5!!LR~PHJ1%rao`?iowD&
zp?{GyFb);)x~OVMc>W|nEgCNXpm#qyiB2sTC_>y{$Qmj*jZ<)Aq_D?QM8T6v?@{oR
zvAb{WdGh_8HlRW^3^%ubU0yWQ%)tzb`Bl~okr9?;q=<~zN&si@O{_}Y`7A%dNTp|k
z`-z>QXvMW!@KC=BpYSlT84Tf5yaW>W+=X<(fIrw<+gDOaxg1D8G)p#)kU?x6D?vU<
zv$Xpr5*Avlfk}LF!L=>h-U=b@p+E?}N;3;IbyS{_6h$2{hK|aA)M!PC-{`fQrRK!t
z3&U`SoQz3)3@8o#4*L-mNI2&iTh+K)q%Q%s7ACoMzia0yMf20&^f7mlkOP?(%TzNe
zpk6t*rm7oT6ncXaZ8=Z(t`_VPPiTpc74QW<Dg)3=74O%^Toh#HQ6;W)!^0;BMLSom
zBEID)qKC!O0y5rzki9vizS=T;?cE;ry%Mlo6Z()m;l3zK=&R$oeRh+jTIYWfc&Jn0
z(w&U`eRMakK61523_fjV9l5>2XjAKJ{skt4<zl8X1e9Y-rEE9aqN%A#-twA=+Hn`l
z=R7GH(rZWePb*o=jMfH$nhtSv_z`hio=-*Nc8p@ZC>V-=g|STJFMb_T>=bUaWGCqP
zG1V5gXv-0@?sf&;+ztp!=%sI)*<di4uAi)bs7ZY?jMAyb7Pv3h0(rR*^o%=<fY)c0
zr5F3*FA0^XcdJq`B)tg=ObS2thW${?3nrFp8=8p2`t4(sGk%gK724Bxk@0=a`62iS
z*T~O^$GW+HykwyXtDCq;{{b+37MaY0!T(7qsZA}PS3lN`^0CcOv?|Pm;j7Q>{yAA5
zvAc}(K#i5O%sA`Ty}hd0WXG}NF;5^&i(C~x;Mf_2v%7Gx46Wss1eM8KamCy7x+wnv
z!N8K;n~IdJ%hVVqS{nTg`1DCy&pPte14PeCOzpsbVq;U*#9VjG;?j|5iIw4V<rg$7
zMVT!Qc2ne_<`yGp`@)p|#14qhc?rAF!mD!mdHU?$!zdyfpo7Q4wD!%Gg~t4o7#x*)
zob|6ZBwk@7!8YpS>Ua#-=gG9%okNd}G!HA%-HUAm-|AJJ$fZIPnbBPG6IX$+uNlk^
zNC~fh`^bYD1;t9Gb&Y*If$Vom%LNnGLF)n}zkd=S-SmnOoDP+a>}vMxj*JZnER^5O
zb#@kY=4YQe$sN`Iyitz!RbMqNjU*ujne0Whc0W;iJ83-M|6n8#XIWr0S#XZE9f$I%
zwA8_&b=98_jpDj6_>TBRFWNHB`FpD%o|ox=Dlm~<P@5<ueq(=VjN@|RVJXqkj_7;h
zCl?Hr2meX5Z`aI*4!7FV(-%X$)3a5oh5cVIEeF7mc;ne&F)o5dZX$#o%@WuvA*5g*
zq;bT!VzZPIe?3L7Zf%P?`85dFQaNjEb&&W!2w4s%wr$%TF8MqJ3<@P4QG@Lf_;m4q
zrOTZS?D~R!kgps%9%bNG<MWCDXs?hbp!poiG8u_eQ4ReC;PW#&jUN&3(!>>HbmypO
zWE~Myh8u)P46M|m=*r5zLX*IruJomXUMbB%!WJNl3C1moD5hB}el;njEaGi%za09#
zIL?`tmuViDXov&~?jFgF6{l@hy`|58rYgoFT*|Q4UI^VPumgT_7T-jeJv1UBwee>Y
zoV~cULpJkZI~B+s--7kGGw}FE>oj&^#hiQ)aLQ6m?>|9wTuD8Cr@G`1`Q2gk411`{
zf(i8ynkJ>&#vMG>n0S`9!#NUGz^ifvs~sFJFyOTPn{}ExF5J;kq+*?U#<`w<o;Gdt
z27%PtKtd`G$60UPYdjm6Q5-PJThBX=sDMozZ*uLUPwAM@u}(r7R^Nw*^@(yIrVAs;
zc7D{}M&#v7*62;p_7%^>#5Hl(YqD|jW~N9aFJV~cT7*jVwA;b~*Z6djxwwG}!F`8x
z83n;=_ub4(td8dSUOVCX)|}RVP^pYk?CzQfM5P}eX?*weQ;m9WW>`!Mq;mBkRwCOd
z@_}VZ)Wc33^g!$}?x7x6p?k;fhKEWaHh5ym3vn*w0#ws>l+<{X`<ufvQv5aEY4v$G
zY0b5zizB$RFJ1#+*op7Ba~7h@tqy_d461JyuuX%ZMm{nb8k-{@OM?l2OL0K>6oJ5A
zS0`4@P6e03v*_%oS<|&(h<53lA-n9|L#I?_$!>)FWjl14OR3OYwoJ3%i{-9v!=w2%
zCj_q}U&tBol=Rw|rCFxkwRJJn+2nR+<BxhsQifU(-t56^35d?DsYCYYT{Co|(y34X
zX-gu*ED?Q%QBTo&syBImk7-DNkvjP-jLW)4Zk(X~8^2h#LTbtoi~S3b_(=KdX0#C-
ziMI|{{9H+NFo79^W@z}tDSX;R9J7VLu}Hfv!p~ha*G=xNDXn;@r5H`kk=BETmFMZp
zxb?PAS?>E(8;x=Y_>5MOlYw{|BO~mlkI5?TwT1Uuk183b6g07aol_Yq^QO!&uEl1r
zV2EE?LXObETre;vZ@5FOlctM;qG_5^5V1|&xoa_k9an06^(YG9JHe9W>OM0?!gH>z
zH$!tYlMPgmazuYybM92DmblVS<avQHe;Rz2JAi&0Vb|wfAXP^yF|U!|=u_WY8`RvX
z+!v%`4jL?5E^7LJ!rE^JtL-`O?`9jlS1A?ho8HjFl3WW`)$bacN$vGGCQrAPYaCdQ
z0>0&_gU0z}t^}vnwmPG-;|v~^BGbRzBksj{+qF7DUu3}YWFB+fy{=I02yTH7`MFrT
znmv{``C<+FM|lDKH!DUvM2nGSA)6tFBQ;5w^utDt-$sFd)tVf78tM|s!e?d>#>KYU
zu8qyaszO@@Zs!U7->D9_MT6FZI#!)yV-oQ2)-+T6U?CW0C>LtcuM0L_5xFTjYlDqH
z`Xj>UIIi;eX))ck#9_%s{igb*@N}u7<6ME0-r7I&b#dU%+dS}Ep?tzUC)oWPdl~3U
zBdin{Zr2xoJSmwe9Nm2-(qf-_zG)lqb%o+tUT{gcaJPUI0zx6$^XZ@qa0r*!55r#Q
z7MnY=Q1vjcn{iPuAyNI3h#euE>=qK&4SX~hFADXe*IZF_G<$pbC;}g|=4kw-BUxy}
zwgSo8CZ{3knU(21o@rihl7EoZQ6#6^i{)fURn=I3x=<PkX<~F>i`jlXog0&7dMW0=
zUFKkIq!&2wIunX{!xN<{G@-dZ|FlZqnkfvtrkYHf_6Kh3{<Lo(ho9%pBAJloD9f&R
z^BN$02tm{>O!~bfa5=}86-MOoJhtlAzo1a@MGI?7UV<E(3+2PgSaF_Nv<a8>@m`As
z%w`OKC7L?Q&nL+prRv(=b}>rzrxz|2ca_~ww(g;-Pw2l%h#Zk+H#-O8uDJT5N}=in
zUQ>`Jl`{2U>?H7jqa{nEFm_~c<^X_9VD6EthM|cP*Rk!-h8zj(M}vit&)}3y^xI$T
z+<BbOvc?&f%WVhSZ*`claS&xXO56lA5L1SKvpwLZ;EKrnjIA_vMxdlC@$67IZ9HL#
z{2uUcquR1USeGSl&ou3MU~oAcIyZx5)QQqlRiV$M+duhU(Kgv7veRw*z-W~nUmz@S
zo_!B6c1y5N_0EP!M)pDk=N*M&Qdx&O=IdI(9!99lTxNk7C$Q&S3}b#?@wcR|$5EVr
zdEf$TT%o)|RGV03jFgJ^SeHe}*TkD&z)i``O4^}}4U4gZ*wi!9?RO<BU|G^<acI8w
z5|_Kkw5X_S|7f~-sUCKJ!TcL_tF$818#!o2HO}(Vj^)VFVh@SC$ikMzC9SH?P9HEf
zV(L+oxb8-LqI}Wjeen~B{-hZ~P43=*gillO?53L)Cs;Yj8d<_wmpf>lN2{gCIt2Ce
zQvuJBAw8&X`G(|F#INz%IbDtanFt@Ph0&~z!T<}ZXl9`AGI4mQW~8Wdt23{BQ0l6^
zkVwnABRUK7@>rQ-ofM@ziZkAM4t(ZY?SZ^|&^YpkR0FJnvGOQC8p;D79zs}uukTFC
z98tjv@C`y5=W;Yb(1|946@(E9*WD^t>U418!zG!XlD&#r;`z^SGK0i;%HJuQo)G#3
zC}=U6Klan{M9Fl;(SfiAwB#X)TFx6%q8TwG6~uhKw3w-6Ri~6@uT$WRjm6jVir^4s
zd6(fY4{-f~LMo}6PCq#1(9|-2Q{$qy2r+nA@I?+E@kcKh;>qCVzD|;#gmGF6JMYjH
z#g?pBP}H#66L6ZaF5sQpZP1ENx_*q)gU`BQ8UgnxF=(+az{d)f>?Yvf;>CV`bWTrv
z@%XKm@N9nUUhN&uT=*6;QH&Z|fUNFPor3p?#=*OT62~GSB41jq8Y^3W=jpc?^zMQO
z{)(?7byt4V4&X(v^DJ;Sx%-i#*#c6+gQSnALj0TA*%#H&mF+LgoGQrb;TcQ>3dEaG
zMI6>JNXhm4l1WCMZXq|Wj=fOdR;AL}qrFvIN0>v>%J{`~gnF|5O{fz6yExx6QRSTX
zniFTBg;2V1^Yj}RI%}(cYj}U#BCek1?2+H~(CLs0;TFZ&tC}hns6u<2G|=i_H$x~)
zp)IWiE>^ZOM60vvUWhspOtR1*`|1VtTi&`=!EjxRj_p@4FkIWzwkSz-1Q=eW5~hy!
z;gHBdR}(C=b=f&p9I7;aT%;zo`e^d;0#^Eom}7_Oo~oVtWWcF^et@+;n_NnSYVUzn
zo5mv`7e8_qH7va$0e$saXBEZ-T^m5x<sJx)3fb9Hn*;8nvc|ibx^;lU+-Dzb@8psk
z++l6BalpPb)tsn0nDNT6e?ku6reWjd&55ahRz`G94aW2z_osdX$$ov!5x$nmH^hUc
z;vkD7qQEtdbudqVNVjt>H>LxdU~wO6@=E&wn{6@R9!0yN8TyG)z6~_JJ@Lljp*7`&
zS%l3y^j+tLVb&xM`MG?erF3%b3^%N{qM(QQ;#|S&D_?h~8(s)gzIWFR(of4dxe@tx
z{Qi!{>17O+X~SCcPZd}e0=IP8AIiBmt%s&_OdPGW<Se#-`E2%uiVUOd0MH3O%!i&$
zIK`|GrHG1#us6V}59vZn1cVkN<|9E@%ufosb@{pn#-sOR`EsVGt1UD^XAC}a#9m5D
z<YTr7hOnd3!@Ujk{w%Z?v+g(TVf2`Xbl8A)B@JQTZ(p_I7h+kWWX*|c;u#tBJrUJ+
zPSZlabYkXz7Y{39lmm!NPw_sS5H;0ak7Uj2=6Gn6LVe_JvQA9@UM%jCTMV5&#Y;7?
zihNHkGW$h5(lJjy&)CcF47MMExktj@x^S>tR}8BBLDmAJ$f+}}<lK?fh!u9Jk3`;3
z?~@UMdXOppiU5wtUj7$P@z}U}92%A`f}-bUOe0!<-w}kcXXMnQ5<N~we`F@oZ(!@T
z;7JF))NIrHlf?rjs5#Ou!=F)H^FJX*apPlsk9M$PkPr;a&bdZdRQ!~zj+-`Dasyym
zFe`PV<wG&p)IVEHXPVtN(;3-T`oMT>!Hz*>wTa<s?NMvQtHB|}7b!kul{SxrF~3er
zFlH@(--zq}0jX_Ap8Y${q$FOacgZO*C$ofqvP>|K1}|c&ta)~iTB9(FY2O5hzx=va
zjRPZJo_L6-8M#a&mTpg3GwRMQ<k$uy9yg*-sgFtmxMzflh1=Usyu*GhVq4tygYj_U
z7y@xYG+so-i3j`4&Tq+l;o%%!8lL{jWIq*ueA)PwPNK%+3fG-goqw8DWK&sj53t2s
zBK~7mUBxtCz9~_a?ed{FlxjQVca<o?TJSm3w>uB8tve^kW1-;?@0nDjiG|LkLZNje
zo%JV?eL$HSVwupg{zVg2*muXk9%P#ot2$@7So$54iWEu|oYx{ZGP)_dFjO9%3!UJ9
zxcFWpR)g}=hm2-n-_LZh<&8G>Du-Ivxxh6O%o1u-qAW9KrIt^bcVDP+^{P%6v3>`C
zMqCp4EQCbmomo5T7tM(%baWVeXWIaYZu<F^Le}yZR0Gz~g{%q~d~Z{I=m*tdEMSdT
z^fHTe4b{yuR<XS*-6dWRBjZ)2ztP@*$*$FgO7ieC!jrt&Q2I@dyE1JZm_)4c$(1k;
zhe{QEt^$jobSX%c8LivGOeGqu{DyU!6G^5WJTQg?R}|%vG4z>KI{oY0N(k5vUS>Uk
zWI%pqJqn6vd#8-PK;%^~Tr>ptY3%KG7}V;pe}X2Yx8~8Kz<D!G>R@_9iQyN2JG`bt
z@con+w}?TDX_DAm+I!`NLdu_|<l-q>YMX{zJr*3Jxxb~Vm2?^h(?pZ$VO5CQJiwA{
zJ`H+DlBy{`yewg;g3WoPlyq^CLxCeFO1G-;S-NrvmnHq=SLpIfWA^`M$orQ1k&*DB
z()P<zeF$A`k{NC1eYYFj#OMTn8<}M4&DT_P7(_($H9B*`HDBmzRb<|n&UWk*ilgF?
z)%=MO_N5(EBm(x{2kB!uwH?bGC^ci($yKIq#Mn38C54<QN;Ej#(FLOj@MDk!Dc#PH
zV+k)_zzp<t7I6%qAHrS|)oU7>4}k|VH`{fi^I+$rt4(a)L{WrdcQdDd+CjWmg3Yx;
z35>14la7p9y^f?QgB1l0IvGH;zXnbB`IPgwT`i5R;t_`$^G}Q*$jM}hX91D4-eY7)
zXFcLkcL9EPq2Z&6Rci~6esZ`u@0ySEY&CLylnRKQ^rl7B-P$sNunA9&?g$s)eQg;p
z7uMUUghu2=`J~-XsaeW@N77ooS}+>l5xYgk$PHPi4}KRFR$<B$?IDV$TKz^ppY)D%
z`O$rK(VNhA>wnE3DG|HjPFexUwKH8!S(_Sx5`>FVAH+p6<+DL9gg^h)3eZ@?t^>li
zC}YfH*I+X{^WmAmW+I6P<au?F=6`gwXMq<KQnS7(GQG?`L@yYBccmoLuF5Vu`3Y8Y
z28^00Sn37-NHjOe?LJaYUW-~y17-1irKjkir{=_)T*^F@fNluhUXI`I#U}(&?7qm7
zXx$1ZoVcbLr0?4=Zr_iy6V~OFjbIyplW@6%U&*wlQBBz^T)^#6`|;zp+=!9*vBh=i
z9Ch#f#X5sO)h*_Krn3HG>4wH4N;wmifcw|+f{%i93I{t^(-f_=Cw7Q#hBxx>#kWh1
zaCTh-`}$l|r|3f==4;2a9<opQhJ2H8Hxm<f&LKbSqi`1XLc7gQgJXUcMPvj@IyBMA
zNo_3!u9XU(w26K5NXY{bdwh1$CmyJ=`m)CHENktv;5ngxjcqJUTjRfXns}DDa0zSc
za`8js8U{^N7KAKU8ee#CUcL$<FR*T%Rg?JY|73g&71Zq2u&CkpL+WD*UAbcRC<|EV
zod11#m1)RFB6GFbS54sffD2r*+Pa`Q9o{`2UBdQ(Ku=(cQsg+%zB!X&pZ{0EH<kqI
zuRPcRk|ex;_&-ZbtKs{Yk5s2#7e=2&DG`9TJeqYuwL9@OL~m@<EJo^(q-P<PSeC8_
znod)70rumKTgq@vHWN&j60*P**L`xHWLKg1(F9aTr%%?YVk|L;*f<}KA%82&f4f$l
zeq^zsU&^qNte&hMpikoZ@SKYf^5U)XS*veUai1-J7|C!#`5~au*VA<{A(?~s*KSws
zrcSh8&z^M_lwQ@s%O^gF$w>!@0#lEtetaEdD6+&k4l(t_<7+;a3Z<fmpSn`Q4GlQH
zswPoKnC^Q))q_zUr7x_S#osojqTiCfZurEc?Q2<f6YneamE6~Q&YU(=*0z2CuR0Vt
zMAWl?*0hZoL=|OI>W?GG?s59X8#AgXt>(3sbMO81qseDNqx%eoj`es6tmWfOm|AJZ
z;if^!7<kd;oPed){YU2Y@Nf-PeI=ZuZ~WU=e89auN;8({I2vW5!P*?zXm8C=>r&D(
z7ZPUY90Hbz*A~_NFypwDmwAz>%JxE;0Rb$3DHJ)740FzV_kqM6`4GiFhK#LsL6KpL
z6YJ1rB@3Ga^+A+z!_*F|Na-ow<2=^!jW9iKEo0`s=5}?($tUH`AX{JE<>EVTb+p&y
z-$%u=LxSjE$A4kUEMy#sd{iICiJ1Pf2>>`i$G^;5rp7igx=f37ZnaAlO@R|`t(V`-
zBdYx*f8}@uaO<@^^8W&5te>I1>*ck=J43<b%V-Q^6JaLq?>mJ@?mZh28c{Sd(LCKX
z7NpE+DIlD1l0`<sh21_JPQ#Zn+>g0u<g3A8>W6E3&@%!rs&L38ijYUw6`+tj_Njwg
z{&=bh&wFk<tG!y*=%e3P68U}QN_mx7{m+B<e<v3T2gGQ@9sXJdgQ(e^J{%SP57Wnn
z!83a4{0a<)aHJ~n$Si{JQrW8c$CVRs-Dloee%Z?)ik!2e2A_`2bTyw%amFUX&pX&Z
z;rk`SQ5aj-r@pW8pfMw|vvQua$bD|sW_X0^+^!F?9s!mye~8m3&+sHA(#;?;T=S}7
ze<l8LZ6Hnq7p^&<)~zSZ3zL2QOF_gV*&q_-j;*E{fNg4~fTZC@tajqc!K!JRhDMp8
z7d4w&4{GLsJRX}Y+7eAJF&+PXBm>{8ta>vx-ZPh{!1qfUy;ml2=lBdqGM%GP==iOl
zh;QnJz9Xp7;kpb})EpWua8OCy*Abugf74l#8(QEVtlK$joYnVHRP<RH4lPYWZ5wP4
zeqkkDYJQdNQc)d>r@Qq{4+_bm8eAr%XFWzg0~w}08Ci3&t=;Bbu$!NE2vUqV&9)-p
zzlzM*z7il}?-~O=omoQS4$j2oe)&37xfHn{ih3q4>C`%m@95B?f4v_X4C3-de<<(y
z%!ZQk5|lF47M%mBj=+<QS+Q76`yg%e3XQ&$5!ul_A^sCF{Zf0r_2;$HRFzJRC~OUH
z4QZW%<<(u;j5`1OU1fk{$!+LItU5HKWJ@d)(*RguR*8~XCDlhPBrV6AD4_`h{^dtB
zjaUe@!e?K(TERw2$s<E{@z06Zf9+wdm3-|^W3;|q2riEWN34#qD@c2uuhPc%WZY{A
z&_8=Dr{3?^OtZqDe??u*vF_3m^3&5aJ7RdO4}aGCcw|6nyoxoqdrha2%Lx&)|JIw+
ziJZWN%oUF@PbBBdVI6wQD7G{)*fQL{J&x+-9goeTVwkpY`rGVCn$^mHe>!Dqb&2#%
z3^o)IOm6I=iSFw+724P>sSy6~J2wnr<7$YrWAyr#C~_7PC>|s!jt4Z|v=8vnGs}|N
z&8(stpepsM7Nf`DIJhdh<I>~Ruv5raV@r|7I>WNL%<dg~K0PxSL`soqX|~{XH$&}1
z3F|Ntqy{|$Wc(b#>b14af4!az8$#rSfX<RB?R=hNg180d*OKDcUYr%s7zKubF(7YP
zXAP6;Mg%)x>CEl)xK|Fd;@q=L)EvDMTn^%1r?t7l7}mq!^YA2EL|6ZA9NpN%8}!jW
zaoHQJrsrzG9-(8mkZZijXWvJ-$B(^1w93*#m<bbb_LHX(!zLgue-1KYeP#WFxOk|L
zTXos!CV5GcQL+;g&Px;l`NQL>h#EXvkeK>XuAhm27(TRH68ra&&!BFG$_72&C4l0w
zF_#$|tuu-i8i_OES{r|aLsCGN*!P){8-C$kYuyhnbeXA(t)D#E?2BZ(s8Llu<Q;@6
z+AAqekEP8oNyP9We_SSg30(qS8_U5{ixuOU%t3S#%*o?qd%!Y#9tCv%YKy@q2o`*V
z(v#bZg5^yrO^Ci^zsB(TjBMi@q*;+N4=}V?_HLFtvMFYaza)aZ!vV``)#wr(Y(m7{
zW$87u-(<vQ%L{jFK-Z3;grh$2wtXw^($ShI>JynV+dsqyfA>*;i}nr^EcPfzTl?VT
z2&HXwaOJ8~wK!iczf0h&tqfR_xAwJbvaSyii6Zj`Q$Lnm`GlJfL8^N|K1p@&)?Czr
zSrlMVoq8N80db#W3ODt&Eqxz#_ZL6kQ%5F;-PkwIzNOGkE(?jLeG3}bgQBaMMdoHG
zN&~Jv1>u?4e@nTTgBwJ)W6;e>Nzkkm@$z1H?=cHaFoq)9l(}Rwf<k{`*qQ*(h8P1W
z;xfl_n@RIoYKuF-%H+;(GSQd%jUM?e^$P^U1|6R;1AMt`Tx#Dp;~~51B>ksYw_PwP
z$qcFGYQ1e73`)J#o(KwBd-U(9F%x<IXO)IT^vlr<f5}Ita!C_OQNq+3yXHr?3renF
zd>{hxqLmpuUL%}H)42)StrG*jD~yX;X&}M&%9B=%iP!42{Gfh9s6)%{Y$;f)D5N=B
z*cXPgwy6}%3wqi9wbmxqy>PTCC{{1Tk)tk5W0?8_sT!S%D=KrKGX2MtfhHj&A5pPt
z@cyv;f4cr2w$mK|m;`^rzSiAk^5X&4*2E?(XCs$0@`L})?=U4#`dN0cm8kmQHO?`^
z#Oe>Wb+C|%Oa$~FF!we%OPA|=DpA5Rn}V^@x?U*98E!d)nb3n%pEc!Blmh8(lzFM_
zqIdl<XVMfncR$3XqePBTRxZ?P(BAf8hl1_ce_(zeIBo6t@qEf(52+GPyG_-1Tw<*4
z@u6%H);VwGGjazehT!#&5wR~ny=(+=G;502mnagaOY<4~HnARNyeJW}sS$P2ST~o_
zu{!W##Kw&&t6o1)2cT(tHItz89`kO~cqDzq-#7`QtCL4F5I<mW8rQ{?&@fQPw3$qo
zf9|##bB^UC2_Ca^xU`o~k&wYtspQdU#c^kA>+>E?nV<`?S*kslGf~z6NeW}-MQZm^
zG~o>#n6XO!{CQ?|p#AW(p1#Q5iPdknK>rX@jY{JK4;)MoH-K}2NFuUagw*>6A~{s`
z-c~n4^C$TUH?&ew>NJI}zk^;ffx<;Ve{bWA{-NCQ_F>pdz8PFG;hgu|RBJ5<$7~gc
zw8ImgU@A#W<7_=q%nk}x0g<W@9^z8^ZuFq8lA5tr*ET^K7<xswh|Ld=r{!0d-PihX
zV(x}7X7E8D=@VZ<&m=|K<)v4isv`$K7Q}Ml9$BmLJIkykl7uD)l#EYGjkMOGe~Vq~
zkCKrDi5b{HnqkDboMOr>&qC(s7rMkrJjB+B_+)TQV)(ZSujR1**oQZaDN=lG!JG?O
zT<TrGUvCtjFIRBPbw5R1|0rk?fe|$rVgiu7Y?B*1-{=yLqFCLKy6^4@%Kw=gpe9gq
zfBP*DMNlV0XIT!eS)||c=Wp+Ce{f>~KcuClf_!{8D}YS2acXsN25M5iQ)~oY$RJ7#
zgJRPla8qcB?t*}iD}J8sk73z-7gwbXeu3fNpdkZ}3Ia60Wy(SxJiw1c>lw6zFiwxi
zk~(eHyzHTVg7|Msa<Xi9gYMNPyLES#Di`-S^#w)4Ab+V4I%5aeDXs9$e+`y^wMrQ}
z_S1To1P**yj_mnhd={-WI(XuRWRM-{Tj|fb_4~^{Trm_`<MAwAC9DD(3IrP>9N%S7
z2(+=gT5*|7d`&5^Garxe*9RSHBXi~7$U5JVL`&#3oV{($Cn?}ndmKsQNLUxSPI)7k
zu{X&9#Mon<e49U)p5SY>f4_5fu_lYOw?{4=f2W<j;~a5@89$r@IabfP6$Ek@R6f|7
z2=y(rYDjuy-Hh4DBjl&^0ZT?9H#C^30&NiI2e}YlFiuI%S!7y>2Yc#~lqMHtU9IW|
zK;MAiYD^XJZT5jX0qoQ6X}M4~Q51O^IM?z@=LUfDp+dDQKk32Je_;D9xz!3TL)LrL
z(k2SH{-V1PCVUl<C%_nG1R7=Updso^{58&(@@A=gGs`G!UC}*U*88}^7HEUShNjQ<
zLWO8dD2ba{`W<#vuOr1oCfRkp3SIZG^Mt}aJeTsJO%DXn=_uxx>Q59w!!f4D<Vg(!
zGfLkYzEHEM4qDl)f4uS2milj{d3H6Hr(v?b{O14S%XvfT>bAnI+q^5G8oW|`hkPg>
zfMOQ!({HA1q8|o7!P(xrn5*%tay}trkKKllncOKOn{>OkN+vrEl3#4Z>-LaByq*lP
zo0`o8nn=k><ow66rEn|vkJ_khkwE8@Dt<PzS<p_2{r#0wf7#J%TKn1*eWS!e=!P&S
zq?in>Oy)Fsb>>2!vcq~&3!G(8<S8K~yB*oJ5HI3mW!ynuet39$p@Dji3H!i(AgQ<6
z_3pw4qEP96&m;MuP>9(5I+)n7JZ$4qPd~vMp*Onoy-LC~MupnB@3BT|smisho)<2R
z5NtMO($w%Le+~J_R4N8wW^~hjy<Cz{Z=-z&9P+w!P23+0GJWGr(%>FTtRYXB_=nyM
z1_eI$So`HikSrSU<~*$s#n}vXJ`GAXWN7;e`BP)?_|b7GHZDL|>84CEQgqVReXlpr
z0-M!4D#a+o?DTbdBkm9oRC|1^#@W29th@rspNB=Ee`@111aV=A7Rf0u)}WMq&^b5q
z=fcdDs)BTDJ%RN^98TjmyXdaL*lg6+EGbLtnM{S8yh4{v#lF^`JUeRnEOw&_DYBJ4
z-=QXz7}Z;jxi+zbd=na!d@J%b;%=m~ecGo8wnF<PRJi|k2&#n<k0kzNXgnLaR4Iiy
zKoq^0e;9XCQZ`4}AMGSwM|Hbq4N3b{hH7Wg-*p;vnpqtT<-L3Ic<5|4X<I9p&^{$y
z&oZJLK^VUDMB@d0vNjCV{-Hx@r-dq(_iHuX?6Z&JE1+Q<<6nPaH`qtsHX^$5sl{sP
zx+ccTBDCmHm#|^KDvP(f47PQB_&IH(s+`;Lf9ZwHiIwsVy5xk{AW~ckL=RSTwy9^7
zh;iJU*Qs%1+SACYl{2T0#*?M-O)d=9{x(TR-#BT+EAS!VlY1IOYE4ujMz+B0s4Jnr
z>bUs$K-+$k2Y;R>ArNodFCZMraK~Cxe)iG@Dhu@_<7idnM>YeeuV5K3sq38kA`#;5
ze=}?x9C|IM!JN)+mVpAkMB`kKAOiocdCbgQP=>;1=q>L`MeYe6HCnw5v2w0h4b0iT
z{YJR%6>)gaZi9(XN*f7_Z(+wO+%#$!5D38G{MIO7`pvJ<#KKu|?z1AFvzS`wiW>Ap
zj}XhRqsDE)TahCWX+f(!r>s{<u6KRdf6|9}j^8|+ElUk5*G*ZO3|QDoR-_iPT{7l4
z6`7UIth(mVg)my+C0+2^-8pFXiJR2PTv@`#WaV|X$JS$eV=P;p)T)CtJ~>Z7>SSxs
zoiB@N&8`5iy;-hRm~7VA$Hwrh_-FLaxH5A+?RCD|6u@Tf#-FQ4Rtk}5H&PVMe<I(a
zpOLtKM;0}Jzh&1z9>b_LHQm3{w))AL?GgNP)IA&f!?l5QQ70KRM}mjvn_utxV_^`i
zS_#F7T5=z;gSE1XAp8S*nc}8=k-gioHIN4-3Ns0N!cY5qwAZpnvOMKY;OPV8k%i{>
zsr(dE<pO%-0t2Sz38Iq;q%MZnf8NY_zICtK0GnHN%+7-}!44i34JWd~)5PaGJsvIM
z3k+WvtTrTC&dfR3ZF3S;=2$8AkJvP;M|8t;{Y}ElybpuF=e8#O5Bg|3a4oW#Sp!k#
zR)&ztavp4H(NSuGjGY=wE}q2XbLyJ{f}@1ni+9@ft%c^g9mYyz)+Fr9e{0d$E-lBb
zQlS+E=Bpr$3%Qc34>S;zIgimiv*M6uvNWqVzQKEHK+_~E%^&EzKKGys)y57YJR*J}
z(6h?u6@N)jCd`?Y>&<^$&-o0upt;YOdY^L@!8k8i3Z3Y8h14kOeiQCIFoDw9(v6`n
zUE?`>$*g3@zS;l7CcA9Yf1gk)^Fx%1YEX%tay0cpex#DSV}V4Ch8*SX{x@7NtjnB=
z55nzM2<>CLriB)~Ny&7U{W(m9Q*ms=Q7(YH_T@B^z!l}|34P-DgFvZLWO;tU2QtZN
z0LB{4=Qq~zSS@{Sew!9K;YlLLthUJ;Y(gG}kQsex97<BFcH`?xf6ZijTeaLggyySx
znnfgL?jFsT{9D+2#>B6(Wqb|k?RYnL<T?ALcL3GUe))8ZCfy;{*B|~nFJa;Z%Fq?O
zmc9Gx{WC+NMJqJ8irBE$;uBb2ea+Iu5HzLB8K@teb_R>kh=(Z9F@{fK?gaANc!rpA
zx?kziBQG(QgPV-|e^mCtJ!wlI!nq=*j<8dQGQH?!$2D|@gI{CTI^bg?!KI{a`8pW%
z$iz8>Yr@DpisK+oJ3>F>&Swv~fXeO4A16WKyVy|hHPr(}wZ9J;PA?w77-bnwiy2>M
z23x*orS55BuSQKFwEjYa39{=l&tLl{@@vWw_0dA>4P*3Wf0Uo)&DwP|<pD6~u~6ab
z7`!m17Ay>%_Y&`(#zIxa9X>IaLlbJrh~0!>D^$m0R%UeBzL&D}!(on)@+TY)Nza{+
z?sKIrw7L!b0-YM~%(l8e8m=~{!ecphX5d+zCpoPeas^E{ZmvD9TUEhZPIRz^La+Tj
z927g!`Mh5ee}t|Fro3;N`O$V(yOC*rQ?|P>47J5t@rAPuS8tRqw1oBwc~<z=hbxak
zk{0mQb)H~*LLQ;`MA7YDCtpEDK5oarxqH`(dfoJ5#HC!w+P&fdsY}0KUE<r4$IRMK
zQZez-k<=TI_rRZnX|jmutad^*-rPye$6!$KQsPvBfBwCTcG?Y4Ik<&>&dNA#_%eMN
zOL_oP&uAFbaW(@Gs4a>x{pewY1h-(Ahk{spO<1W96ca!yE#5#BW37O_TbKP?X)PHR
zM=_rn^??b3PQ0^qR<t&9)VU^lK=%&v1SR?L8$a`r>&#fO8(I;;eS}|b{Htmyd<G90
zN7ttwe?(suvJs*tBBPA;AXl8@!d2<v`>^Gl#bXYbsyA*VTlMF#Yr<Q9hxKt(Ov2OS
zq~c{k(OdY*T#QsB5g9v(U8(ldj42AywG>0)s|e<$t!1}DCc`20DBu6%nM2gHFhz>1
zr`w;rRN$l1k1H^ac9F2^)%e3%>srj%36a>(f4#+L(t>h{Yol<EE<#Ali~aiX6N&rT
zW!W!vRj9MaB&ZO{D2Ks&LPB)cM6#N%%~cnKza}K*uD<vap}IUI_VF3eNz0gLKx|G!
z1cM_pj{tvagmc35few%7`EZ*;#>7#d%x4LiQ`QoOicVL0I@^=jd%S%eR36i^AIBXz
ze*xhd!nXb&`M@<`y_Re#;R;aE4g+c5IIE0``xylF+GO_NL<u;c8{>=5Yu5LgJDH%o
zdRjLI)}58I>Sj3}Eo|~75rRE^7|@tvSVO3J*FE(jCtP@?Gp*MRv7jEJtmA%bkgX#j
zeku1sb3yxcrq5iG|FdAPuRR9x%vz(!f1`=y<zuF##)Fspcu;)BRvABU_T@?Qd>+lH
z3)Z6{l1x0L0h4vuoBel4M!Wz_|0wC)r)qYd@YH`jYy2bqO)BdU13HswR%aom*rMYH
zrzN==`>XAo1l`(vxyEB5FRmho2AXP`njE^_7hHAM(bt5sPOJXx8Wb2qjO!27f5>Rl
z_gcz^TSx~zNjhETQ4T+lmV}m9wCPVF^A+qPyr^m6Gn!L)o>rcmas%#}DHya3QOtyh
z1Sw)R@QPkr6BP8CmixMNrGk?EBgsU~urZ{5@szhV2*^%F^{{9{E|RdO2YIaWLctwd
z^rreWj44FO4`CfPZ&(ywq|~nEe}B4Ak=K$*!jJeG@cJ>R{JS5UqjyIs1IW+>!37%j
z|M-VE>!6IPkwBU>Z+oicAg?T%G!1<6fpAvo=(u&d245Ii9(~8{`5LkF2rod{h)V%~
zc*hK+f2=i*a3={v7VTBUD9L+6C_+FOJEye++*hBCS4X6^P!x&g883YEf5*zy{nQFq
zGkDV_u;?tm7}Az~yo<GQFBrbNUg%*t^SS;>JnPF^=xK9xj4!$5hJTuAJDJOLg}jKw
zo>*L(%yLa#Rpe2RIIj9!YaUVyR-|R=HtE#w7L+#4MEDB9UGkZYUj<IBxL4Jq=V!It
zAx0R)n>DN4?D}bvxtOFmf6eB~AN>+vi@Of$O!C9WI0F1qItBqK(GxX^q`18iO4P0Q
z*f&sTVt3@kln+d~wvJQSB{B$s%-!XvSP8u^buY3)1LC#LlDI4q<*py`c=weBsl?c(
zdys|l!cS7>!p##XY@rEJuzGgwKID-o_IBL1){nSJ4w)CCen9z=e;p$26zb7HR`)F*
z^AO-2Z0h!TXJu#<3HOr=bf<*dAP*%+a%p9d6IuPPLa=zB5o!K+?}yd8IwE|BSB@$-
zF~hF5H}HTKi-D#vR8R~L;!}7T0dl^*=hcYP-gC&nJ;byf$&c?kur=t{k|%Cw&UFRs
z9XsoX6y?`z+D+b5e<~V{n+fp{n&d5C_}8m*A(KCOcYSIw<b_m1g<Qu#ac+{hGaT2S
z;Uonb+?FQ!*mDKVVA-cDA9W7?M0+BIpm(0}Cd2Ti6iOa1#Ab#_U_TYS5y)VlTTDgp
z2SbWhq<@%Tdt1n^*QXhOdVb(o;n^;%BftyEe8>X7f&dRVf4K#<ZrO9ujqjxSJw|MH
zqJvO5pkiG-EU)`_Jq109RY;1iVP`TKW8)GTVT7uYxy?3qVR?3!>%ltif7GT48A{1m
zs<>#=sufi#0U*b4m1eXNm2Rl;XQDAT`5WK5>*Lpxq(<}bVm9qZy1x$*plav+Mx>}U
z_E?X>*fNy;e;K-Wf<FCi01pM~^7AKu849^}QRu=`K)dUUPM{i&VAxQKvpy5ns9uhx
zNL)rR0Y1{IOeEvRx$OW=!0kuYAkR`MQwqgGM-{7-SIk?%I6_uxG|hknE0rx;`YRik
z5CJT(4}mv0(Xgc(&E2GT+pE0i){v%lUCa&z<DEwSe|Vh=QQf6F`vimJx~DCt7QNn#
zmI|=8=U$wx{Gf!}^0a+`?@M`iQ2SbM9>j&Vo+i?slF#R0rxZU)K65&3YT9bd{>fVQ
z*z%(|5wqsBeDj!}8e9|~j!RY29<%s)(#m|BFwY03uieI>N3*y565JoBaB|@7sZXX$
zCGUHXf0j-wW8#j`_uBNA=shZ&w^+4XiFx>Ly@XH?)MPZ9$T|#_2q+qfAhKW<^8A$$
zq<MrWy3K^nZ%W|$6h3_J?YggbAFL0o`^LJYkY)zf{So`lAmLhC$`Ng49qN0M#ee|8
z12^Zi?F<F$v_#>W<FoidshyDMgpC214~A!Hf4#>_dFYfXMtyfc0@hwjXvX|`P;OFK
zE0t)Mg8Afa3-hN1jQ5-Gx>e3*^?mq8*KUZLMi+&JY1Slb*U<7ACW9Ft|6b+_NmrPN
zj35!xz%=h7B;v4QCndGz%rJ79(ouwFu>oELQc1N{kX5)&3?u7(a9-NsoyOz(sGG5H
zf1n+Se4bXWCRTJCEr&~^EF}BIt?%dygS1wQdQph9i`qbg+lWb9rfMzN6@#{<@{D{0
z&Pskgd`g@m7#oG#)RZCm!Eqg-UxAqo=`&L7Ijh<RDgG00|5h&k@2m+Nz?Ab*0^8h>
zk=Ysg#@HAY82&Crvk1?KMZ}v->c^VLe<S6ElcPWqs^3+YLOymQRg=vuva`E%4|5lX
zxvPQPjv;wE*Tx~UDcW{hU=X7<7++}f-RB{HG&3r;i$jCJHy7~oe5=!&ir<`eJnsD4
z7=r5<$B(BUEXpa(>*D6rdu(=oRcgf`e<Vg&fGP6?X)qW(lpu6W(Fgd&oqtV9e^=k8
zt%q&VP_t(NI#t1<1u$g0&R3vwap%^^ovc}N)Xv~5eSdp}vt)6!F8o$ptU%h4@iP8f
zLc3brzNpl5{->W8F*_oHfUEGeS36DY#|&Gt{7nz3(a3{@HzGE`H6r`KH&t5m;A~eM
zwnGCSEI-^g!3bVAK4>ETuLqMTe`D;8C;R0GvJoq#F#Tu~cB!X<%B3BrB-5bG<4Ei`
z)1C*!NO^Y4`}R1j?wug@A`3Jsf-+dly;(sNeSW@Tsr=PdgO54#aan$JKd)(J`;^y(
zs7}CAvZ-iz)Hm)*pQ@y^s6Wq?pwEFHNKgrHhD!3w-uqzV8WB29#LE^!f8%^@TiSQq
z<jk-1R{3^6o%7UrNDZ?{?08?Cr*&kE^MMW6jSDBC-pGVEMUL*xRvyb@^}MZ*`V%Jy
zzendSn8NNGwEs--Je0*E>OI~S1LzbXgU6+YYI16=5&!tse5%3Q_CjS_ZZd#QaGf-N
zx1AfZm5ARo0xZBm%5Y@9fBfTUC6fX&sroZNOrCJ9qAb~n(`3;{+l=rq^I%t60cv@L
zG$tsAbBE@Bm!H63&1~SwRu=Wko*!L}+#O}Lt_3RDb1IZ3#-g_;+lSlwL9wtI5yXW=
zfud8Y^e^-7KA6SRwNj&t{SW9RNuWdHyW)(`%?~kJu^W4jWZ-4+f7>a;PpEBCR@8Qd
zw!3ebW2=!BGknRhfbT6}lzom<qF>q68|ny~keRL>u&i+27&nCVcHG9mUa7GoJ=V$g
zG7XLIi)BMOpZO-rFO(?NodyohAHT99&n&kkAYpsi#UM+~eoN%fT2mHinu*{1D$2Cc
z2dBh0BvlsUnpHgse;Ij97DBMpykx;?Lm|B$Q|W^AR2TaB)b~8)&Y~Op0+`y&_N|4h
zDgN5-!cd3Mh2tp<(ArO8On^04r`rqKm59#RVm30Zo#BfV?GlADq1h;_(=aZpR+v5d
z<a#aFBha?M=-+4%UO$=Zs(O#dZ}A!=aC#n|HGbdwpw5-Oe_q~w`0TE?&u|=b=w+sj
zP2^8maVhoWQ&9pr;+KroDI#15=>@%K9=^jfh94n>#To5ITfj?+X%?t+&QY=L?s~kN
zM3Eh-u$+a;DkiraCSV3Hg+6C&!;=ejvS`sH2W{pocL);to~9-$57B)>2I1rw*|a2|
zjzRV5LT9UOf3~g#N!`Y2)-!qaUMgZ3TO-{LDJ(;8t>ld|sk?8ObmPT8C=(LFXRq@O
za&zCnm>~Mum9pr^n*iJ@Vf|{tZ-OPk`YmY3Ado_>t3nDtwxZ$6OyMtcw^TTkW<tv5
zB7l7BQ6*c2J5K4(D@P`oWi`@sUZ#K-5-W6z6n!I?e>!O=<pt&{$kyolm1<hchRr2)
zY%W-83DC8EZthrkq{vHomcHvQc;{?Vp}91kaVSWFO$0X_)t_9{eCyc@SLpsM2;0Kd
zOMzZ)eB<$6-<RAbsgkH$j5ZgGE1MHz;35RDa9gQn0<KgDj`(?i{c*loEvu@^sB0c=
zw;%bufBO+7nQ19t6eB&nA5)*nOu(IcAZWjyT#zNQ@=EJ%U<04+!=29!@@uJGaI{}#
z5u*|WXSivMEPs#!la!&*pl`*3)zUKuKOs?Q7|~oiw>u^Ljwx<s?v=*6bNxUsWK(*6
zN4x$hlF%0v+|JX7#W8(@frTaA=K%2Xbr5u{e?biGS1rq{F^R#n6UOV2nQlMVZELrv
zl1JOw5)GO~v$*pB&Pwo~K&2$;d$sB^Dzc2Kna5Gwk(t8RHYd~vrOTHB-ym)ahhl#!
zM0CpxU5k7I;TWMcHA8(JF_+sj(V?dwft}?=g|0xn*AQP^55K4SmKj6h_&Ht9Y7X6Y
zf1r*DxJamWBT=-A(9PE#6u*A^SF(?;{BOhwq4J|Y2F!U>zrM}`IGxzn^){czZrsMB
z)mlQKXc`<i+Uh=9vLE<xrF*MQBR~t9lqpM7-=Otewrii}5c^?bul@S}+Bm1?To|QM
z#>R?m+qP}nwrxGJZQJI`if!Aro%7x7f2wow{)wrX>YnyEz4&mEOC)H<<U-RAzsvi`
zcMqx=*EwD%B3VIkvR#9qP{iv~+@T5X%G-h1?5>xsAAr?x`B3O!h$%f6=%-iHhON%_
zBJ$8X${s_Z05qKm-H}<R9%qRf3=)Em^hs!{AcFjZuL^|wu*9xIe0^G7kCcMhe=!zV
z<`emYHb<7_Kepen;M;V@mwrQ2CXA<)W{5|Otfd+(M!u&=vgh^}fT!A}==K%pt}v4E
zQ$N=bC3__M+*BOKmbjd_IS?@XJ(FKL;mTW9IqtfLp#SX$l^IS?QI=SIl#Gscvq@S}
zVn(cxW4wt_>HRejs}bFMSd<1?e>y)@%+_II0Z|<|h>V{G_nrv?cH>Z(YL@Fxnl*Ap
zq%SzC(o92vE>c}043(?v$mLK~jdrFcT@o`wTVX#w)>I)eoo&F^l&~|E5ip(83vtN3
zUJhfhvy}@8Vu5qI{zW<P34LH-+7|4e53neVPr6TvPQT+x7vjR2&+e=kf0ImOBrI)Q
zTAF{C90OtuLc@HEFOmHj&kr$mbMdAFzcpB6e8$Kbtnyi8Sdaf8$AX0^laBJbrX&D2
z_JtYeUPa2_2>$dSt?e*6kBz>4yOVC#X<6P!WYi`fB%k{>D|r<WShccAWbH)=*bt7K
zCdoMj6-oG0usg9hII+Iif08%R!rxLaHX;vgZ#?a@@|Q3-LzQ^PiACW;nGSq*k$2hA
zrzfCoM>)|31=(z_7+EcKrdsqsUL)P1SSH5?l95E{H)7Draf1#YMUpR*z_n@H9;fz7
z<a1Bvi@Q2DiQGr>;z9P5?`__|?N3HWrmdD9cH{Z052Cd8hINhfe{&NSMBACdwOD5P
zrDia7(Zeu(X_<5x#XG5UJ(}gte_&gHG=%09S`LZSXeOOtre)|zElSODMG9&abu}4T
zltXJ&exs^EmLmRS;mA3hukL^FvIx()E|5h~dtUYLZxcBB5Qlw2e?hW;(0sf5Tn!&$
zL7vp4mmlxO3j77rf1rq$a8%?)eo6>dN;El+10rH5GiqIV=MFpn?r6<`!Ox&6K-M;J
zj^c-;hjp=@-P)OdB#^b!g8+R>L9WS(4sRyd(^%WWRp!b99rwL(@}6AE?;a2S>uzAl
z-<P!HIw#!J3}dbprr+n$cQ14YfxeD~`}6PO6{~ITMARe-f5l<3gTu?=_Y~Z^%o;%J
zP4;Yxv*+}UwH*hEoz(7*cl6URGZ#uYgiFh>WM)GGAXJgN9S&Xx4W8RoHWWiFX(96L
zZYV(2`6-wwdb?f=cpbH?CxtFbP=%gzgl*owf>8m+bscY$m`Z3ry0ZA^z~|$HKafUS
zdCo!58Ioz2f4l)5tI8>H<o!mU6gKAS$imPC=olq9zI_}aIe}Nx^yLf^(=A?N9V0=P
z_!Mb6hn7cwjyT46?`wDfr098qAAiCw7n*wrQ@4Fu%lIui<$nhQtgG^tA{GMO%5);h
zVmjZuJ*=76hmQ9$T*dEOh|H<z;656wPE@h^+6p;ie^$QC(579Tz~$Ov%FXiwwgfER
z>)dvNxrvspifz=I91p-a3gZ$mh)oKx$9Cmn5yq;ioA^i-Hm~<Gj1bu_PzZOz-!}$b
z&kMcVJgs7B9FSP3>nK|#659WaV}GSvC{T)gI_5zggox8^Vs?ss%W8}p#52nOskur#
zF^EY@e*k(LEnozTy6%Pe_UgK5(4Ex@TF+UOL#1hYy4@@DQ@1}l0CA>Yrg_CAP;y*l
zKTod@4ZA}TpNzwpMlK2?)S=UJ=)t8g#}mR1{yE^B#M)AY1m)J0KA>smy4G0<gr8my
zGuH{7kpa)Ownfm;QGau(n<*(5GFdzrUBQlhe=gMSS(KIp6%J(r$&vXhJjB&txYAC%
zt_0wH|F{3AA`fIxA$79VUk8iX1T5t1#xoT(4iWeXL?GXWm2`)a#UMhrwjHeKLMutN
zC<!+j27GVnjslJ8lVvwOhvc;2R#x6yxUDQUMADhBUfLb-_JQo)z<B0_PtG1t-&q9p
ze+~cPMM#+z7kZ4;imjd8&{Wqn<aUir8vN#|Jn(4RTU;4{eB<#5d5yk60(Cq1l%A(X
z1Cn9_vU!Cg+|v^6o(<Z7b`ddJlRgvqPKDaOjlGQOH6wFOjUKnZASxXZ#HTJ)Ne5GJ
zKh(>tvTlJTTDYTRg=HALN*-y?m6}|-e;ARO@ykx^ACFrc`H0R68p<F?uv}<mc7A_P
zS}Og{>t!!4dSY%?u^zDL1upSRGG;h1yH(wKA{;fx-e#at{<A}{<FlUBs-h0AO<ouQ
zO<GjDJBxeC;xsnGYyf6x1#1~9?0z#M>gG4GtKF<f7*%|2LJvzkCMR2<nPLUqfArP?
zd8J%-V~0v(Q1_Y{m$ZHRVjh0U!SNf`hRw@*OTl342X!}>z}7*v+M+-l#W3gKeiFKk
zJD0SULq!3K2+<Po87+Bsss7jjT!zf=G-Oss(bjhwgfPw#+CF+RYY0Xd2wJIE$bnCP
zq&{Uu_u7tM`Q3=Lc)L!cK3JtNf5S+D@-WBm@<se>7PFV|z4jCx-T{Shugap-5C!ch
zCrskq(<6d~a3+YVkPj{}rYPh|L)KY$i+zvf5@ef8_73Ru2GPv`pJ}n#$3p8d(AwNg
z50lIzs9d+z*phJv1&y`BBqe~%be(XZELFuGSy)55tE2hZ7KwWt3hQfpe**fI>7hYp
z)#f536}{v;%lF|Hu7tCY+4mEVPs5U_MsO7@QbtU5*j9?pgD(x-z8vcO0-9%zl<M@s
zA7@DdlviQa#MND9Hp`7xlub#1PJ^8Z>{^PLo2?%6>Bg@-yYn;IqtlX1w(H8Ta7TZ8
zaRFj4Bn1EZa<4<JhXPCAe_jF67#6r#a4d7jUal`9E<<wUe0i&>lj5r2x|~75<;Pb1
zDejRFg?n{IZBXx3zkdDzd&9TnGnQac;V1kzibA0mvoE2>oVGIbl9}6RbnDj<ThcI`
z#Hq*j3f@DV*=e!Oyxrp~hQ+M6zi<pSP9>)nWVF`&#lBiF$yH^Be_fC3gH+*?QuS<^
zs;V3&Xa$;0gOpp5Kc%N^NmXA;o-3kLlp;6o{3Pl+$>tL1+SB=S1nJv9lz$VZ)>0l+
zJL6JteV6K+gLgO@1yk=SbH|@?VpDu3&<`Z?5P<K}=7?SjE-z>EbIb0)z%f}8M@_zE
zdpdYOg(1qJdlmuJe<+<jw#3RR-hBQV3Nw;jJ>i>DUjp|pj@J~@@0#WvaR?&cdku+2
zG!xq2(PJ31i4t)0W!i%q8{mXw#R;jW33TL)#PYZnf}Z|b@&<BhbB?AudYf#=zwAcx
zLwWDHgslBi_<<1|yiUMv>{z@aflUxgO+e-^%oy(Iy`TiQe=&DF)skF!ROVkce8uRz
zwyy&UF*R~~tqTleI2&mV_nLP>Cbp*I{ZT|8lJp35=8XB7^Q1`vgD(88XIK42VDGJm
zO-7-4A&Mj&ZayT3B6051MK+@x6ydO%LE*;(h?#U84qe<Wx{p-#|5sWeH&5tr^nWMv
zD(SgcD5#%`f0;+mJM@&2D&ik*l?kyPr9u+)UQYE*V%#VVD6PQy@y!IP_>CMnWIfln
zj@ZIEFr+0@RR=u;2ZVC-d+|?8Aiu3l#R*yyVLhBFmJT-`Q{-adsplx_V!CD~WtxoX
z@dP@m0Qr6|)d|~30HZVi)4@%_UD69pX4fec1CnT0e?S|`9o*vvNH3sm%V|tLc5L{@
z)cW9HH|W5#xH?&@!m~_1k;k3ZAj_@bbhGXyncJ;`PN>?8cjy<IAad`XLe!0Dep(n@
zeqvtY`O4goNf5EY<@r7af!r>Eh?lmiWHs3G@*+4YC`U0YT-m$#da<!@gIC~0W;_(y
z?zRone_t5hl#<TT6gFN=T&2l)wxDEl6D!6KqEzO`sa?Z^eya_;nu)<>4>QJV82{!I
zc$%~bc$-vI*Vl=5&~zg#e8fKreb{ibe<=mGZPywe-!)-4s;}$cLo6ZE7r~DOd7a-0
zDUj_+oV3^gdtAK|pTs|k0Rcl^%!=kl01UI}f7guNEl0Z5)CbY`-4+E+^Hr-FK-PTO
z&sh?Te}j}!IiV-BToVbU%?L6P46qCZic`$W_^Rrif2g^MH>{e{BNHAi<8u}}vQ`!u
zj(Oh~n7>1t?l%)zk@p7X_0ZQ?TTG7@%)4wsvRrc11(kjz!GJ`YP~}&J8^|!l@)LnP
zf6v|qz6!5E$|Z8$LzMX?`4Es*<US56J4bB{>1Ll5nmn>~wU+KN*f?NPo4lVDm`5)x
zye7vvq)PTFyU%8MysObQB1HD>I1c)jUihinxd{Q+c2HxtZZUsGuqpdk4<>Naya+oK
zEt#;S5=e96wd^mI5Bb}V+f@h$#C&$je<{h{dsb$%xcxC82QXucY+?EgJ=$(l9C!`U
zlG_U~SCNNf!L3>pZ0As=z=F?Pp0fp0n7-Km&am<)dadPs_~cASqw&x8m1SM!NU1ye
zL|(s?fym=EH7qaO-R)PYVB{dWwgBYD+7ohc1e8y$RZsv*CaNIpwp9knMNPjte}XKp
zgQQrCBnCmbUJaS40ri)UVM4Vyjr6#jgECh7miS8H1S;QiZF;6h2!_)wt`}f<eH0L#
z-gvF}pv0=WKg?nE*K58{7Jn`vNnaFIm9DY9(r}~DLdi`R?^$)%EefJ?Vm%W%6_M+-
z6UC`t(=E;ejyB1|&tX<{);S`Ee-j5Es=AWl(}c~r02%cnt$&)bMRl~u%d0|5&&`M)
zOGSmP11|;5{AmD+;?@KwCdLW__5io2eq7v)R-0DF8)3z*4F)z99&0ZCJ?9yWL-xOz
zIp^&l#^i>4#eT6#i3i#bUcvdX5-oQXo0UokniJ*oRKHRhC%|+SuQw%If40{Uu8wQ`
zDPDNuTuv{XB#!h8k2_#EGvth_bn5KaaTm&uSk?CmLW_h@u3Hvzy`}Zf4Hm4stNYO(
z=TW$%0_<_Ft^fK#--A2Bd;Kh&bwh5Qum*;zD?4&ImBcvT?^G-?xMKSm_b3#V&Vc6o
zqEU--CbYki(bgo?;QR0Ff9Br=N}-)_u1O8oD{rY&+t(vFW&QNk=!M1;uA_#<bkl7G
zM-Jpj@@LN{%1x%x;6*cs3r1$Wj4N!&AFCZJ7SzbQ=HTV3c#%h@h<weSX%DJQ-&x5D
z=>#%A)UT~6$68B_#2G?yt$fi)Fi|fU(pQ}B6Rv?Z-D4#mdm}Fje{u99DPAE*%<D)s
zr(Q<H&(U)M+IP~%&YlM%ObRM(Aa)r=+&1^!+e+&;C8dPk_h9mgPT`Fc_!Y9dz35j}
zZ5sz`3GPm$VOHP@BK0j0vNGi!Ygs@B7~!p=s|+ItZ-<=F(8twx1D_n$P&p*cK4JEN
z8L&DRr|Tf*wA!D?e*^*SK6qt$-6tMYr!whSHZczCiA`eh$~N%B2f~=cj`9<nDY{~n
z(*ykc>D@wioE3^Sd#m2N7!>sx_e6YRQ3PQ&opIeMBGWM8T*;CGO+(GOPiARq(Fx2(
zxb56)=1RLq=HVj>xUARqnk47uotmPoO)FHmgbWxW3BuT1e;TbtBK4Jn#u(Up=YK;z
zWJ+iPB2Bw8)35bFA$0GJJ7xK2VQd>s`MY7VST<zSeBo<yzvLE-%Whab(4X0#!rLc4
zGvhk={Ec=i+eWnbii-fC_9FyzLDyyg!j1I<AH^5U6D)zjZo8}Qni`zM#va1jXRLX5
zVEwT!0$ALKe>kw^+?G-Fuy3f7#(V6?oV9o`KU@$u_sm}n;P<7qBMh*Ov(y9w*Hk;-
zY?fUUdp2N#m-+PZF3T!Gi!LR+LV*f6PW9?r)7D1D48*n=TZ#T?WtcVMEwBu_iACfY
z`Mx0Ct=Sj61$n3s%&AVkT@L7Qs4jF>BV}TH0W^l!e@va01<TBKkVD#<@SDW-+C22!
zu&LQX*C#Z^LfQo_a2(@VF&IqgfDmRrJ-CE8(T%J?jR~LM-L@#9GX`j?aMwiPcY3<v
zjxD&w9|~pqgncpX#zXi!-oE!>)Xjyi(mJpm^n$kWJvp-5>eliyi?kY@B%MH_Ycze$
zk3YDzf99$MLkC@qdo+M6PsBZR1it!Tws3wlut85v!!qAze|4*(U11TWnit%l3ue;P
zn8Nuhuc$Da_B>pC*!{cHq}%ZvgfI?-y~_Q>zJ*_Q{E1CO%VuVIlYtQ(6Hd_Bf#``N
zdJb!u`yi1?aUPM5MP2MWDRHm=@H<pA(^NC?e|$5u0h)0<I~A<O4KHFzLvhex_?q<9
zu?Hzo8cq?lI=_>nH?DAVF`vO!byQf(KNFCg(t>Ex&5omg&yeUhGi`3V{jn90QsvEa
z_hk}%t3~6uzrITqcc}9B%{FQxF`?_4(p)&Zu}l7L?*$<XPBMGzElIbfND+ehwcmPm
ze;n*{K9JmR*#>7QSSr+z$^A_M`LGIbg;!?Q0z*wf@6ivi9n1;_RD@)3!DDFmS~be=
zSl72z7ZhKDS00qrOh0ifL^0e%*pH?X8IxdkTN%D;#+f92;aOc8&4=wdL<rS6blYv@
z#PuFA=pwW>Vg@Gv>W=@!X3g7y?fi+LfB5zVBIrl&RLxZ%JaoP%FQSehCZu3WM7N*I
z3qfbmSiq#P)<Z10*knha?8^|2)r&HCC;vw+m~{{CZ~wq_<^3-eUZ|sS!P07x*{NHD
zh}=crxla@_mcWUXI^AYTt3XqW-0e4H;vskjm2j2RG$i6)#gJ7HwWSv2?OnUGf5rH<
zG!;mEe5hiiW8%P3^TQA>?lfb#NkM;z15v=~coVTR`v_T#SfXKVx|Vq*gPa2-%CAYI
zK9|maRl3VBz)m;^Y#L85(0@v<HjyqBgt!e2c+OpQ$nm=f7Yh}|JO1<BTgM*z-7r{?
z+m?vtB4B-6cxBa3b8Y^XH7fa(e`>&mTrCsuh($$t5+U@stfpD}g+{Dpd`KA)rJR8h
zTUj%?%gKi<Jy-nlKqAJ(RfZ-=jVcP#6I1Ibiea@LpZ#+0B)!*a+SkYMs6Qn)H80D?
zYR+^W1s2n5c%(!uxFYYY;~{~$#%wT%-J}4^p5>^yerucu)^+7hA+$lMe{CD(BvMIg
zGdAUyIYbJsHNP;>>SvXw-$9tyqadxxD*Zbn^2nuy1DgCB7kcA3RGj@E!VTW#O!$>^
z@f)uHJ(sJR441wlrALOkD|6|_2^bt2V*JdRw`<5du}3qFq)9uA7=?>%p3!Ci;uHj(
zJagv)ZnJNu3<eTtTp7i+f2moBN*`{qdxGE{=s7Wgz7wGWk_|1Jq;lmUAF1GX*ilG9
zK`WG5fjYj)8Yf1eJ>83b3OZ9nG$zJH)13r)coR^Qz>M`jfjV&e!e+4H58s7B<>7|5
zrWfVqgcPG!*G2mW4@YAIx8w|XFuG0_VbS|mZr?R{QR!qc4d{>ee|Wo)&#GB|4@r?N
zD|04bFE2xe)$}5=pZA3s?J%<lfS3Mdu-WK?vqNld9XwF_xi1+V2^;HE7`1A=7Zhiz
z#(gmWO&;d!4+;*smHudO6*qECHEk|=ZFLsO=Mk4JR-{wt?wn-Vr%v>;?-W9k|LdB{
z(mBT&w^WVBVpOD{f3Ed*Ob<*%IFz7IlEqbiXIf#Fe;~MM?|-CtT#xpV>AcPlQ=ca~
zT1-5-ju?q)N2W+YL9(sw?w@b%!aYtbk`=sRtH<zM6FekW36_MXG!<4Z5)}+)D~lL8
zdYN$riFezNZ&c6*(Yf`_V$MXD?zY?K-GeJV1@l+hWbU}dfA?J=E4-FXdS6_%KZL^O
zd~15B1P=sa!he=KNO0+2yhR(+YXQk4Js`85)hSu2=pWdc%diidMq5$Q^v5mwN~wQ<
zA$=S<H@axd5nlysF|^Em0vwc&U8&vZ=i4YxhD*auVvgbZ7RY>pVVVu~l!YvVTxz=Y
z4d(8SNmRiye_nGPu`|g>KOb5gfPrbp<r$jc@I{dl<08rV1v2`8WZB|R@s>!kqcIps
zr5M2(W=<3_t`aIB<D9H#hmA)Q{*q2$OLls*Q!w{U^W?jhHQ|9R^2J(O98%uD$?L3f
zs534^smv^e;ce`~zeK&C;<DE)`}LK#vi6h2yy);Pe`XkG>?oq|m^UvZjJ~QOR*>!3
z!zLoa)dNl#a~fcZl}tVOo0)HH>@RM+EqY3KM|<dzs;tbgkY&=`RxIvZR{7d5-S8>m
zY7N0WsX-_v^a`U8QzUk3xKQz>W5Pm<<20l|ym@_ie}3qJPKCi(01XR4OO?801N}Hu
z!HyTDe+o+RFKl+;BJ=-zipOjRW#zmF8Y0qX+L^kCnm2NhU6^k8O*L@6^=j4yu||(;
z1UgZRFh+(z&M^;-NFsWf;AlyJVt|P>232B|C}rWqpl77C;jz5J2puNO1;x@+VQb(C
z`8%mC49fg*TH}*8g{cu0j!dBLN(|0xlbFt1e`lL6keOZmWlZYw&qnONdzYhcx}Meb
z&tc@2a7&qWMQa?Cdv}z$B9^a}%xN|@wnaC}{=>=)f!Z-d`E4~E>9n2Fo>gndP{L@Y
zWj20Gi#JCE;jUe?0WmnniA@Qr(p#Iae=ql&)Wxn3%rxWvlG%Yxmg~{9X$YW|D*;N%
zf12_qD4_V2Iu3Hl=S0Pc79K^vorbf=BluxdNz(ts#ijyJi8xg+8FR!S@SWH;%L8GL
zST)D9Q6><xPbj8qH<D4b<fL^s6(z32%*_Ac$Uq8=5bUgUXo#PCM3P1ssF>_i%8J(*
zG1eyTV_NS(TyIq=CA3%B&i=)cDDBV6f8%Xv(A|R&EvN7iEQfGNThu_*hfjI^y@+&6
z54fJ|9*L{llxaxY(K4o{e@$#LL4KXY>bUk8WOu}aQ*cIVZJmN)jb}FC7gNEAdrBA3
zMWNr~`jzVe4WOr}?BjJd{vLuHl^yKq#f#{+9k1GABi*5T3IQxpLd3cI1ek#rf8vWv
z{oo3T3?<V9S4ghr7kYLiAAW49gs4iV(J0biBoNBTanKgFi|HxtU&lews%K^+1;8nO
zqFa$5ERDox3F-8_OJHjyo}TSpXv3GID4sCqfrCyG!(S}O2PdLL)<6T54DZ1nOwugL
zV}HdjCxsLMR5%$z0&#5&{mb9Df2n66S`hMeoJdjvWj5420=V0&90y&EQDnQs^L~{(
z^K1zuraf8ohTl9*axM-J_5_Am-Ec{-a059b^Ve6)YOo_s0w3JTy-pCzPE9b3+bdXb
zOd35M^VF_q>$}xvZto}3p2a!G&l+0)`X=AE@3TD4Xh@3|j5Sj2GMt>Xe?fpPAh(@X
z$c~!A+F&OXyY)OZ7GoJdboDma;6vOG?C7sJ6iG+Nc6y(e6D=J?40juijDM4nB4~LJ
zmxE$zgp1!eOgH6v#bmO&%7D=C_+x+EdXXEVMWlDl_WG`Twh+8FdP({R`IF2%RFaJC
zqWWnsoLPw0GtoCui+r*|e<PjVNl3Cqtifl79L2|*OEMMU3>Ocb^rdlpMK7Mq8Ef?6
z_<Z7Zt#(^@pxA|f$ScNTew?F(GZ1{^uMvK2js?-~44d)gkk1Sq*Tn)FfO&DgvMpJX
z9){}&TK}FpOhYkqRS`NXfqpE`{0~&RSWjbW1`skptn`!VgMS=`e+MBCjI|CwK!A9)
z2mvD9!Z@{Y76%m{3G9u^1zdZsz6M9j7YvE6G_dl#rv88@wa_90FX-6}z5H><<nxjP
zu4Cf-5Ylq!l;*LEPsOx?F<hhUKNW$XVFDJ^`Q!A?Ba6CzskPTBzFyn{U-Nk_IYu(f
z(|bkQ)KkzNvEVSqf7P#?{#I>X0L?=(Ewz;yjUYv8Zq>`*Q$^#Dq&)(>z!uA3cq+6q
zoq*C@^t)F(xj6sWW@TJHqLI62CieuN`PUO?c_b-VEZ?oRfX;t;QSx;%bL8@@o$P8v
zNerk`WR8#ac{LbIs4<wCB%y;;Sv8$HPa^26s}!O)*Z0uqe=(jj7xRS0_m8WL>4{pO
z@4PF7I=VPwN)5x~E55#dn%$?N9_CTw1cR29SFjtnSWK2^>H-8^;o6I(9JF<zgckIm
z#KjzJLU9R;t`&Q6FdiA0N;}3?yYLD}JaHU!!07}-yNg8+w{BuIOJfxmXPj_;A2mc>
zZf#liB%}%Re=YiD2MU<wnsw6t$ib7g@_8v|q2A$}PION)sqKY*18^rn^k#msZQHi3
zjcsmh8^74j#@yJpt&MHl$wnJq{<y2VtE;-Isj2QaJ+G&x-@Kasy5IZ8?y>~a`^)#k
zTwC({MDKq^+=>3vj<Cdpx_Ar4%altqt9sPE^!rH2i&`U6lArk{%ek_f*2b0y5*a!m
z<!G5}s;!M&Vt!2u-vr3X)HY>CCa6`oa^(7>ZpsL{@RO1jq6*mTGcjccG4^Poo7Yz<
z+CgI|c4anG%RO?Qvett&<}@yIKVv@0qe7Bn(P!ax)r3)o&{o)<_}ge+3|gnlccw})
z!@ia0Wu8_5Rn~UM8O&JTt{&TNzSn>Y@&aW+U(OXOY6j^9j3a*sR1I2OwdQX*tLb{f
zwGQtz%;^P`ASzI4<zGNVZBVgQ;fhWYrWdyTjG?CtQmkL`W33rIjwJ6yk#;D0ii_yi
zM_K}&_Uoa~%XJxJ8+!4I-}+H*79T1@W5-l@MT-Ok%L0V(9iz#eWNf_cn7}=IXPNgu
zmsSR{0P^LNw{8kjy2jFNmbf)URL+U^;`aEe#2hXy#8IH@`5O_ciZt@4CGklnD`0nI
zb^D1I<R2Gm=ZF*TazP2im1?Cu1FZOG_4-&TZh6~7M?kBjPlOfy+U$+OiGQ6iN+GKk
zL9KUR757aUd9j5B)2@b7yGExle+YOsB2L%aA-mb*pM|oo;ItKa&>%fL&T5$Iu_YbC
zERwqQz)@gs5JIvl3B&IOT`u(0-&F+Hd{4@PhKZl4FHA_c8$ybAB061*pRtb~)Ep}~
z4cEQzf~U;3C&$L&?I+CPJbx+wzz)WOzj|+r4sW!ra2qMb<?y=E%KEDFv@FQIO%2Mn
zq!vr%`5Mng_g==jjI>Wl#joAtH=#72zGEn?8kPe00yDbxaU)+|W)#Rz0ZR`WV#mUM
zM>;cm&BoP%O)B+z$^w!whf0#|?K$0}_PifPmVi{+U+zCw<{9gbpTqj}Y=+UkW;ZL`
z7#=CewrHK8(@+<ZUyCK-g5rL_v16BGjq^l|(Z?`Yjt2+I5L0<vLr*}Y$0$q&y_y+c
zDn0_K$&=(w2h>XbTFPw?qaUg4DP=ls=ysKiJQq!Bi;Eb@gETMaWF4;><@ZQy!Q^y~
z=oyYhcRwm9Q1E`ijg0H)sla(gf@2zd5l{_jK_6B@rGSOp6ibA?|0Ff?spn3kRh}U#
zy3NC+4$6e5O0bQ1#BF)^!xm7$5xg19h<*cVQ1X3Pe8R>|Y26;5sMgM(fEx=%@r-$=
zK>eytSDr{;Ao>pQ@ey>Cf|+hYw4kH8?{#FbcIXW42z>f02bZY^#MH{Uy8-17Xs>ky
zP-!XUT~8Y$VvsMIl{eTFN1{E(HHZ6{eJ>OFvaAKY4ucSCalLQa4ayjx1r%Dtk8A=>
z4N#*AkAhRj`{%-qM3QdWzs9dM_7Cc7L^;epP}B2dii_KJswB;Q)YGtEZ<u3@!b%zj
zaBqI*)gL^Gs6<dzN)XtBEE<AZh_F{}Y8Ny@vinXqG0<U6pB(yj>e|j&bMK2~1TCz~
zMQI<7%zC`oqO;AoAj;+_VC@x~^M1!asx@M4lIXZkbPWE<t_g@UUX{Sf+oc4PFT;@Y
za}%6qOTFHT6}Y33q1<e-Pdq$vNQ-UK7Ce`uUGPq4LaKS9CT)phptus{E0&Y~7$Dh!
zfG(+%R&id8Pgj2lHnZD_e4mxTep(>sRPGgn<9Uw(>h11gUzZ>HQblSwQ)>cI&5f^*
znai+$S*92$>uO#ZMJZt$F0{XCPR6{{fktl{K*F<;?eGjoL2K{@w5jFosGR2qB>@7}
zc<#VU8V(`f%0zCcp&l0aG=pC?D$%+<^OQXY7POyH2Q(4irj47IB{cg{@+{@?eJj9=
z{>>`h6X69Ns}G}F)PtIf;!OinQ|Dw%P{9c3lE7G%NYBv7FDYDu4gPLS_q?^Bv&3D>
z_M%G*S@GiiAip|DF9eI#`r7Q_GC9k^hFHIf;(}?sS_i<@zmYkO(HA5y#X8sSKx?s7
zUMR#qnD@zc&i_onSy*bha<Q=#Jb&FDxAK3n*PNC0jj8<1o$W?g2C)M|X|pnft{8!-
zb$fnPiqGb(?(Iv3>mw5WmXdQPG!-$k_^{9D?(F~Z*4S|Tu8lf7=l=C&_~Jf6Z(sVg
zY>lC^um3M>qOIm&msZKXA#xIVuKf4UI1pCR)TF@|O?fGH#%FCIL1p4Avs%AA-g2<G
z8BK$5QgY7EXH=0j1!hoSdvM=E)HnVbhupz$m-ym&9Wg=B6AXfpGQRXwIG>SW+F&5>
ze@~r5qQm^D3z05mRl;OXIMB*@1j;^;O!Tn$I{ugv=@=S}bXHQ94r-YjUL|#Cb5HbW
zeev>jh5l2yBOsPIQW$6WOs)4IutP6KJhxg*_i9N4%1WTEm8by7J_;LyPFhfZlaKM*
zn*?^7oUz01mP(6a5V`9`p;wC$S)GZWs-=8mVeIbzS4VS*O6&CQq$Tbe?VdGaMrKK0
z+VIRciw90MAjan-CVXco1I1=oX8HYiB(P!86q_EzE=PTzS$6@GOAVGYA?*R0a4v0f
zJ=b1Jb8?e0a$6f%)Aqh_$ed*;m%1N%2k)Hf%%wXrtY@he{aUXEoP!rfDRVnhkXrru
znl6WdX19(kD7zOe#tLvt-4{*wSiF}L(si@ff|FGvr$}oPNWNOww(*?*S+ucdqwY_~
zBZ5Z-rX|#^A%rv4U*i$x{<SOn?DfpEF`(m=>En1R4wVda3qKhtcEE0piT5mZ3yVZE
ziyxF9!=R*;>kf)bfLB3E=Z?0Z8xiI#hsK|sL~?W&nh|uq`;c0sCV+KJWzSZWeh@>7
zrdp)@`%m2OT-<l`d}8CrK{q)6G*=DII~A+CqqI-n_DcrTxe1gs1JE(`K+%%mDpJq_
z8Lg+mm!b#A9VN{oqpYU!EV+nlv!~s>dP7nPJ6QYi8x@CQ53rGg(pk}t>=<l&BMIr}
zF8*|uCnD;L+nOR)=7$wsJ$4Zd`$BQ?%pp~+<6)rbBexja+SlH**FIOzsm3%BR6eBy
z8KzV)8377z5;sVuSV;C)cgC6>3l5=dKkvsh9w80z9l2^zKEB55FXvei2zIpn6acKc
zGvj9VFBXTGmhe47wRS6}A~@QPj6lvOBzQGhD~UXFW8lY`D3MmIO;3pw0ew8ebdP<o
zj-!cRo+c(w*Gn@A%zZ>c$GGMXa~L7zt_%l$@C)`CQ!(Ud*6QaJ>Xa1eJGAXT1j@wS
zysfjqF(Lg~^2fda)Je;(YpKMY)q-3??I#2Zsr=UmKh8!UsQSJHPHK^${(ES|3S7Pb
zzsqE^{IED0FNi@RenIUG<WhGNB$K7r55nZrA01L=TSzxejhOCLzPx=Dzxh%^4LNFz
zH(#8d_;sN+Jz^NC%!%Yq1+90*NLueN=%+V<Nd+R#J*VdX#9y%%1&4)v21~<8l+NLa
zlXP&EM?qN2HK*wz*Ko00{8z@8ZnJzK*#oY`cxsP+C==1YJ3`N&_Y78-J06UEPjrFW
zOhtO_{emrH>SToEc8ive*&PZ-5f+=wgV>*WCtjvd*4`6q7jnwCnr%k=3?oc_1q~rU
zcZi<2X`oCYa!yDADB2Tea!beVF+@I-yaBv!BaFJj&47UWiwI2vZiad;#fsG>%=G7X
zez#d0mPtL~8nSAugM(N}qGT5)xi2mr=5+XR3`h6_-07AHGr@>I&ei`^T8b0V{#m${
zt6xVpR*sL_IvJln8{B|RSsb{_Rr`Yg8;Fu%Y@x1G&wo20-y?_dR0W&6$mZKx3Do}>
ztQ72_UA3m1-}`fC_`w~n%3IK50$FOk`cF;usSSNu@O%5ptd*duiN1X3+ekJVfdr3Y
zm$<ZaJUvwe`g_YK#>0`q2m`uLs8t~DLA|vKof_zGm+<e*YH8X!ll7ZeknrjkK<CKT
z9Kx>}^yl+GdYg8Xt<SYK;yL?qU>=)rp^ii1eK&hT;bv9gFzaRob6(HmRRRLi8dySb
z%F|*`I#-S~nZQAE>iA?bHiKx$P)5ArOHg><xm13Uw@-#p2E8TA&4P<EJnj>41}>rZ
zKEc;(K?X(<?d7~J<~Or=oOOUKaH**)X|Y_<q>Bffu}0|&hQxl&6gsz~1ng5^a%hvX
z;_&zdhA7y+_MYI9=AoPQws{?PBG0<tL&WAu=IgSNUpI_qRBhEL(5h=axlWmL+0F%~
zA*uA_ch+65EK7G!n0Qp0RCu_C^hS+u{kE2P9vB0T>B}y3Zj^%okg)R*$e%r4s~yLL
z{XAmvLj-}el%=R+3_g<4PCU~=S&W7JCFUkM!et$p{tMp=6l$eF=(kN~5wFm&)c99q
zsf{vZ!~UPQlDx3!Je-G}Y0@3DD;pjUt;iTjo)Y=6n%5WZ2&~E7A~Lkc(KCal@utP!
z<`er8#C$|`()4&H(v-hMfSvx0>G(zB$20j01?_&X7sgY-93cvWf{vmM8@qe%@lwpQ
zs$J(mUg8Uq9}s{Q-vQqX3(JZ4FvuC$@)#Y}OU^#m)OXfm*XZv&!+OC)TYWAtY3JI=
zsMb+%Jd<x1uhkAH&LgkjL~Jj0^^TZ3r8rYMX)s4xqW6?3X<XFBK#XIaP`Z7G3K&T=
zV0<A06TzX3PaWbFt8(b%<^5Q=RHN985zf%1_Ap(30J?rFQwe+ZfVAQIzauCr6E3U!
z!IEs#=8n_%gotcA6_Osqz`gd1YO$`HvJ6rj>p9=Qxc|1la&y{D3ZaUvW|v{F-E%2~
zJ?}?uw9n5n6vaK2fd<4O{wyC<F1CG~2v1OJ6n2s1zLS&kM@l?orEz@9K~Tw}xUh#i
z_Ux&<1cVwg%{`mPRJ6I`uD5<T@sU#uXh?9zOcgA_u)N<nqehQ*Qf#wl8*Ilg<C|-A
z{cyvry-Kyy$2PCd>x3(undodq<XmleGMVRin%llUpc51bfvuV3dcDM8H7<8~ZJ7sX
z4)0gdEYTw**ehcVEo&zpL>f}?$p!|Ww3Jy#8^mYjN~lgoBVkR+iCUdED4$)Z?mq^W
zp-WJj-ksb6qJ7urDSXL(v1O<b%UY9F3`@J<A2%Mj`CwaSZ`o3A1*P+Dwvb^dEYeGr
zX?@8=33NRi0tx=<LDdWYQ^je~5DX5)xbuvsW&iZh*neH%lvXW~n*V6BF203?Db+v(
z)tlp8U31GUm0*AKwt<jR_ukBY_owP+28huAe%|wwa8OA=E-#<~6PwW+P6+ndY;8n*
z+UT~{%3PRzeV`Ps`uojBf@ly2Yi4ii;_7T>Z1-JCLu^2R1m$2!`<;$}p2ly3g3wB`
zf^<s-VEa!=E9DmwAvfqZZ{L4hZ`I*KHbw>I_)o4s^wzl_$kZ^P9RJ1j*NUWy{0koN
zpNi00TMdyNUH(f4S}WfIa&{~z=YQ+CGD6{j1?Bv29p60?5&@Xgn3cgPk$G5I{wG}^
zF$Xs{M_OVO3Ik9&$$zD`??BEK+szPdJ2KI9?Mkdg_x|b@j6wv}me86|@YUG=&D<O#
z0+dFjsCex<7CT&<elfI)=?0YALa!gr!jGhiA^R>=#nDdmw^+cF(kk&@7S=Z13ufr<
zvWNtxC~Z2RG32-;VM18qf}q?u=BX!P9%F!7TN+S_X90u*V+&2`Qo0R%vr30xh#NH0
zlI13YqXSb53e{G+%M?osiwaMn*ktdkP%$2cDeDV|>*@@O5{ddv%AIh&HxhL*u*ZFs
zKP(cRvI=UFjim&D4SM36&JcxJ4gHH7!PYVhTMl0`D;%!^s}TkxLjt{xIRT=A*iwW)
zdyq}{%LAx&7kVt5;{rmA+<m|w-pt+vLb?v!Rvs=9+kXUi6%rzGho>=ni=gZJO})0y
z7%?DS#712Of*_ob*ndSVEV;)SOb5Sz9>fGceVdJ?p#_E^jFuk~6%;j!sjmeF?z39)
z2uX)Xi)hjBU$nrNdtjHp1Gmd#1i(05?o&q^@&<}AR6yhB--=?1;8mrQ?xtX2($>Kt
z@qr3jUV=TjI4s6VrNRnV+@gkvgBuaWVW>dcf(cfx!VTop-ww#8R|W<8fQp5r5+@M0
z*D@eqDzn0;IU=DG6|(Q#!G=!d_XS--i*10shc0D51qOvbSfvB7`vll09Z|(Mz%+%S
z0YHjX%0;E0j^F_iYJpnNOgu*5lTiF9LT&N4)VPEkq>h_RW6jWIf`q@soNMYKNvDhZ
zKb(K586|;*$=C<-<QBFC;{xty!|=A-fxz(YS0{B0TMur0d5_g?OJ9vxA!jAc&&ZDn
z!bZO~5Nx5Vy25i;9bYxxU!WnXx~ibt#6X$`cw*}Hb`@!)gE$K+Rjp)!%5cNg>yI~A
zs1_gIYAG@INdqE*k(nLF(uGPOv-?vwKi<-jrEfnt6U4j8Nw<qul<e0t@Y4nA^9wvB
zFb!}BRa64L9`INUc(SCEWyS@f;EHs~%+j2xm5VS6kIRD1({$4WUSCCIgQUDk0Xt{@
z6#8f$%vosVm35!z_@C*keX$X&XbLHo-T(fD$Uv$@xtM*V@}>ggg2#=w?&6t(cKO$m
zlkn;FXvtD5CEKO6sHd4dz={ciw1z%{(ch-+^CB5(q)Pk`Y+S{nQFtF971d6+t`Etl
zG|5>H>D=EzPZ5Z((LHXfCx0Da4=e^r71h>vzI77CQzGyxHAU*lR&OOn4^T%Y2Un$K
zw;LM?5Q(5m`RgHbYC4N&8X`z7$Xj>V#Z9}~`ApO&9jtjmfqk`Cwe!_vjh)T`3nNU@
ze`3$RyieF)ZO@KLkM`0uHR5dO-DjU%KN6WFR@6GDmERvewY=2F4TtDf2&~WNm$7Z(
z!cZF@HfI;EgOpUU<4g_KU5~MwUq>z6jvay3hwR4b0^NEHV~4hyr~`56f0Fu`d%-^J
z7|2gL?z)sOUGj|Rr_?9%%@gF!eJa5S`@PyQNEjEku>biHBrr5PHEjNbOiBV%uhA87
z3pr-P$joZ(&0OHoan^r24lIEq-Vk|6*9dOIDiH1hv0nRgclyu<DgXsb#81CkdH&Y)
zve=BlB*Noiq&R5Bk*z>%TfmSXm>$3&R85JVsk&h7rt$nFxdX>aLrJ{D0PYET__%;b
z@5zIg4HAEFn%2!yrNtegf0h|D4{q823qa!v11^WX->R^~Zjv}V1&qyvM*a?XFjluB
zZov|^445_G0dpF`H1L_Nd|Q|kf-H2psrp>GbkX0QpkX(~F>sC@$6-nlVU@ti-pZxd
zrkwD9V3aDncV%xAa6%<F5Nl%UremN?gXIr&(?!$F`B0AiQ+Zwl+WA$xR@cLou09Au
z{lkk6I4l-<j))p=41|Y_OAwYWm$?~OzLWFwS5AX#s^36`()OldryNG!3M#;bBMDf~
zY;oA>39LhuIyj?fpMzLAJCdwnBXUo^=rXSg4G3jwo8H*yjT^tf9*j#FoaE3BiZcdF
zhQjG`ZEbY6Uz^CNuF7tkn^-fQ(tCY6<Ff~gXS^Pm&}OCz1Qw<o6o>F*&pSZNK0F<R
zw{diKCz27=S#rQ15~PZGl8VHMmOm&CUF1Vl#C#LlpoO+dANSoYI7LXJm7a`e3zLSv
z(I9;A14!~>rc0xFUy~y#Dd8>sPnt-oS>Ms^P6`QCJY*;Mx#=PTz|+tVe*^o<#D#|-
zP}c2`(D|idfp7d7zYIw<>20R5rn0-oCqJkL>*MC;JRK`i5tigJzcX|M>FZ}3#xf~H
z#k-)c1)tma=@1C4zlF&9u_Mc8k){$Bi4>#8H=&PeREwT9E^E0^Z|$Pgt8J%|q`0D|
zKF^(MjrPb3vFZ*&Nslg6)YtT*{aM_PaEB7qL03@W1BToip_gsR;2tnMc^64QK$*n!
zvD6O_d<5;CO^8fQ+f3&NM!u{{ha-3jS)=d=q5OyljzET)H|fio^;pK^DvHcrjk8i2
z1d$JsT7`+QRj^LMp--eJ;p2^)Rih=<3M|&h*@jlFQvGLjLiTF#uCe^fC|gkF@OAEo
zG$H^o9*8HkOk1TL;rhF%gAJTKR&}}n8d~BC)Iw#8Pu8Otb+6e8yh`fB(_f+TkGtO3
zi8!q^xfkkGo8iVLPqPi0ki7oglg{@sFuH(SJvOIDl8D5uLaO80HiH5s%5OQe0Gr!}
z>4iE69(^?bl)XX?G@6j>(ipp@Zmf@)geErw8oB6`%_i(ul75fBmT*3bGm!+ABGVq)
zje>0FaY?M{8F$)<&24Z8iurl`V;4ljud%EB-n_2`r2HBVnL0qUu`(FXc@C7<$cfhO
zbCedBOun{3g@X#Ly>k9RlO2^qlk2O_R`O2g#zMxrT_H4MiVfutX1NBdsP$ym2zGK{
zYFTeCTmv^Ez_Fkx+^4K4-$S|utn=tMA};tI4z{n7fhAIE(?)^2YA_|zxH3z%>g*m#
zcR!Q^zAk$+T)a7qjG~*b-pCmvGhpAsc&y-ewX!90Lqn$oEG|PkU*S04uKaBqBGNv&
zwhsA(<1bRU)M$F}r-{=hM|lc-X%%81l|2V8Wz)<UW^AY1Tuy=P0zkW{kCVFqHK&Ly
zT*?-{2c5e3aHmYXQzVr<^%QA<qnPS7RTf2F<MqDDp0?j*e^gScr{w|N-BzXK&g$x)
z!1@Pyd{lhS@e?m^#v-}gyN<`OmFTaoHgQ4?hBQ*#zagT}?lwIG9F4>!Ih_^2)xBe<
zm7jLWs94!Pqf@1Jb<`Lut(?y`x()qTZqqF`;W8HUV;BRXYn%YAKiokrxP{Ug!|8Kg
zBiLx@fT0mB*j##C!tfD_Pz}(jsK7qD-2*E%d|Erb(ICHDS6i}vQ*dAZ7&vfvWLx5`
z{Juq-@MLL4M*y)RE-AoH?e-3+QRJ3dmAlAgErXa*B5mGoJ3AxxYJW?3(n`YngGC1v
ze40H`8S=o_eK$#qdKUgzB~uiO>T8jnY$csv!$z#?&`2dtWF-41zYX~j_82IBxTID>
zhTRj)<X|1+BiC>2dcm5S^$_A}2hwaWEi2py-M)2(lPt@|K>ALt2nKZE3wp+Rd-P{J
zYfW;RE7Jp3#^upO)7Tg{qvUG)p{w~%z6o53k?{-1`xF4V*6(TT(K&}XvbxnU!DQBa
zBT_nQo*@G|vx$y6O(pW(NVkO0y>`r)g~PNogn86$AsY9U49mh<PVrnH8GGfXpTB}|
zu)}bpP<3QKA$S6;cr#gnhpq8*XwcZ6q@#&=_<lXnKJyP6sE{;aBg&V?{70OGQsSm$
zOvor=cL~J?8_GjkEoGLd&SWg$1JvNZr01ecPj1yQEuW>!-N(p^3?&RB!!OyVgTTF_
z(x^`cIi#E6HBH;;CB#8D7;ra=?BhIfQjiPMgi&vIHjih<Y*LSa8w@xry;a(F7)?BF
zdl!?|C)B&{;heNax4DRR1zwxCvy|~BHGIR3UrY*jmr<(xKH;UFsS0;;?ok$hRr#|f
zE)?%Fw}-z=Fd<XlEwYC>(V#m;iSOs4OFb#S@4Eme{nHurTP|H@Gj!l|5^gg3#I7E5
z?KiktAZ}nR1u$;xO)Vt%e6{tAYN~{_CM_+@SKGSY^XE}$sV%%;AXJptAYLSm$L?t|
zn0Hp$PKaVY{7w=qjDjKeP_js56553zA#>3p`c4Sti3}GeDJ66wEG>aV^;NDaLj`WE
zr4H_<32FNIymFNUOpuLz)@=j}w8t6mJ?T_d{II{g6cFJhu2??X>Wx(9?h^WnWKBFO
z<foNor;KcpT>C8HMeaBI9sXul4B5IMN9}O#_ihCVTC|gshSa!ny%-Z_KGFq@Q62uH
zh|<|OGSo3ae0i2oki*+6{ae5;O!n{9p?PN9034hi^=lgG0(^PngrIyL#c+0w1@5kT
zWQ`JQdSJDOOND&2<Sz(<b-~z^-8O17xfl8N%z4iiRFuBu5K&u%sKcrw*zd=U{a6<#
z7{=)!knltKt))mo0KJQgy)*1$sumN%HeSB(nmcs2_$PX#Z!}Xjl|D{5GTJOV<Czw%
z8czbqBGx65v0TL34z;oTx06p^5tW;!T^bXY8>pyA^YdM}18tOsXsetA1^Q5fJomnt
zPNG!o?*f6Tv<h7o-%z4jSir?01E+H)S2#?$`FaMA4DJp?9e<~c<;;dNeVzJ<lv|=|
zVk3@oQ!cuTKaB*L8r#OYXHtZxl`z;$4hKP!W6a$dgO4w2@HBb@<?9I2T(AhB#fm-C
z5omV+1q3DK_}+@HicFULca#%H2=;>4{{Xv-%HRN-W`nmz!bkd}!^=L|-(1v>d%Don
z1ai~&9xCJSU$Wev6$<RfjnJ3tC%INlszB$Vhn?AfLKwUjrE1X+FnmzM^!O0RAW~)f
z!99m=<B{xt*DYMYO%W{&+?QvLk1gD$)`09Vx~8V$Gp#3XPC|cH8Lt~rrYWr3?B+v5
zOv5Y;j!E-oW|Z_xB#sBN$eL~=sX|a<@lU#9py|^R`Eai3X7bn=+Tx&1O?XWWi;EHm
zj<$}E?&tOkiu610_tS^(Ri9K4dQ|W8Gqd9^D$gwOcUZi(@q}kCN||y6`CgCK_JDJi
zvv`7Kkj=Z#aTU?pz2OJ1-O)dOAA|^aKVIf8H?)QKCZJ^=fI)}etY0c9+?lcA4IpmZ
z=zr)eVWpj+-bDL7iwA@fD*Al9x_Wrd)x!1+#+5GZB7FAPgm=p(-?oO>el>87JZpT8
zxUUiN86mCJUgGeXN?oRR|8&rb&jHq{x{uJhPfy#p_cN{?#aI5Z9<zSR@H6(~G!o<d
zscAb&X**$lN%uDG|1NNSXpG?T%-W;4>GfvGq136k&F_0>3Mj*(`gncTZic1a0V%eJ
zTI{Z)Q9%&J5sXmqV<3lfOt;(h{I}O%+3JIU4>G)625bR^azH~&4~=-4wgLtRw-Vsr
zI->=mcq70g3G3lPD}4XnBOB%ah92?yz!1in8UdFjBF0%BgmuIb@lubyn8N|Em-hs*
z%b(wXEIl~usoTEVf#>^K0M!nZv3Ob$oNJ$-5ed8V$f#CGPLO$sZZ(@ivi~G5=pR0q
zkKNTlw)^#62MCxe3MUx2ivwx))6wIME{WSkKcE*7D`Y+W&32U7)`;|_2Q?CUy#MWe
z0EE3)vkVA*^E3v32;gp;julDP4-q+A2an1(KxqEO*Ucq?Be{k(wL`2z<*B1O*gi|M
zUay@l^?4kY@b_b#s;#*BxAaiaj(bq?PtDr$WZsM~gVFfO%;B|Kuo9Sg!%`W(aQ<`i
zB5x_V(*I`k9rsva&6E@S;r3{(#A7>Pi{PoqBZkX#rgLS+P>@IAGIDim2rpDHOjKIF
zhpROk&bfA3M}ZwZQplGA__V5u`q+9&5cO(?u#c##xbNT3IHK+lb(`o2Jk!^I6dro(
z?jOfds~9)6*GVojTmok70RCMEwWjQNeLkICe`X<ix-+=*lZ5w<_TnA>(v8F?p5NNg
zP&hmtE;K~Sb9*}Gn$_OSL4J>OKRLv07mnlxyTIhxam3+yb4#q$<q0fY8J!{Y8{0g2
zO^_u~1=FGRrP3OkM5<~~6EZGg4u~M!CGioz(Gvm;_tjnS_yAd+p=wFqMYXmYk#_OC
zE!;S2C?7)}A&K9Uw{K$}`xuYht4vZ?$E$W~OI*_CE!T0dNgZKhOKZX`y2mLh{qr7Q
z51l&<N_$7{;Jr&twAv0<rIH01p<ttWqlgR2Fn`GCyzvEV*^AbOe+lBrS2iXK#@aIO
z8+BN3n3%+1Ljv74Rq^<SHrxfaZ4uWtpBYBct?8g%KL2I4-fVO1H*E`UvJK?3?-_p1
zlFL)Z({?zO@6ZQGndy?KMF?JYHu7|*ysi2@dEX2#n7eRcL)%fW4iTw_@U3Sz(s5x8
zCl_RY+BS5}RMUTaIyevtjM<46nJ)?YvBJFkJ>9ruV*`ec*jwV&w8C3rZF}qwFUOX=
z_}De177XLDyNaAFTj8Fs#G7r+>++OCNsYz}U7Fv$>a?6Dkh+Hg=?>#oNmuHM)9(2v
z%}HZe?qAlo?lrd0T0eq=HQ%OE<KMdX9wf2M^bQJ|^c|IT?R|4EUzcjmVW9OKNEq6Q
zoz6X!q=Brn!$0X3Ue6!53wO3bF-N=i4kgjaxvhuqkZ7rW0Sl)~0GU;KV;6t39{0ty
z)U}B+e{TQxm!kuB-3vw5OJ7~iO>5ofkgn8D8?F}puCCs%jeh?qns^|*g5(F@8syrs
zfDCwO-3!@`y9e^mPd&AAO$$7#ZWe#y{QSPMOklY5c#X&)$g)F2+^Na=o|iyXsSx#6
zgnY0!w4ep^h2ll!XS^wCB5OJr&6sD%-Rh+&Xg}sB_8WT1WEir5NW$_BXjh7W@8?EV
z_aK&jfI|c~u_e;WXzH&bs7nu!8{A}1jv6R+51=kiFBB5dwSd6o^-Wkl*r3b1t~%&f
z6ELc9$7e^!U!!w>!P^&>bpEy*C5;+!@H|Mx-8ozzeZXC0CA_=UbJL3(H_o2(6Z8`7
z98pJrkrgrPTBP(0-&KajA+4A{j2he|fs!rI*VI{OWuXJ8v6T=;e?(L$cv(9olsR-z
zB3ASM;F!D$vE<)4W+q{7)Y|a(<~c6!5-2F^yE&Q6mzEwGXcnG<cbr)bwZpw8F6o{u
zC&xn5KO_WHQtWBE)MHKe7(X~Jvxr>zYeM+*#gUU6Af{tzi`lB;o&W=)PRUWAu0Zv(
z^TEjz(nF9Swz65JA!WhWqwD$bUq4g$s84uM?HDeJ)zGcve%=!tE1%b#MlJk}1~5m|
zb+b^t-3Xt)4cM9D;qCL_?s4<MR2#oN5G9t7Ks0l`w<9l1TeFj{L@QCV`HwW>@+<_6
zbO%R&IyP<J{xL&^u!#n!e;9>g<NG-~QnAy4*E?cI0Iw)zLChsA<>!wW=N|zi*)LqU
zgdyL%Y=e$_j6z<esbJg&2U-kS1K-7Bs*n()4iN7C{curzcZs>&D2=rzyUYwu6peDV
zR+W~5;^fF#$X*GZuRgWNL|dv?66E8XxbL*Vu(n5(E-v^<B`@EB=>~~Wz~du*E{3bn
zp->?qgNXnrcP;dZ#Y`HILYu=5{db4FT7ZZ62bQUphv^T!I*Qt;7DoSJ1#l~u^(dZ~
z=~yc9YN2bVQ)<c-@z@;oOG(Y1R`*#;`fOu??|m@vETJkvvc*Cz3kH(ebC@meUvl)o
zEyoP!`k!mD#LyG`EerCqa;ZJ9XJv?=c|vQ{U54Im%HTaO>_yQ2XOZLP8);o$)WY%L
zAR_J%DonS^qQ<^t8Ol1!H9W9%c)w|@%zTik8cK`$F4gx4Cg5o9tXocK@o^N3KAHS6
zmX`hxOyAVur!_1OGiPgIK1wJ6hMA3-g@u`wl`V~>00sAdtEv^Ce8ciQ|AD>Z;qoxU
zGD%uFySNf_Gqe9M6rPQPhc!+4FBmm&SXb9&qXqRFir+O6$VqQAH0RB^W3WQybFU&-
zm|uX>DX?q#b(*B6;Oqaf1|f}$PQx>9xgP#&5p?zAX#=7TMBh$ZoK(zms4cDuBhiSr
zKu0QROd1ZChGMTZ3VyIOri$~{^gHBYAUcAYjTd!OQVp8Z7(BCBf?!oKQ`!WW{LQ4j
zC>cYI!2<h*4VIM}tPjRCA}$9D@N*qvPdCSW#lD1x<}tP|03j|liVk$2hUmh^bNYe4
zx`(2fEs`AB*771sW)Fb~l}0TB1K25YMubI{h#EvHe+U5u{ha|?&5sIc03M13$CQL-
z1Zu#Zl2~;6lU+L9=lAL)nG8L!i#i|NQMO+RRDK`=hB!s#9QyrN)EYF1tbBmuX<2AY
zUmbgr)L3gVdRr8_F}(_AE+p}Uw6guKP~uNfMd6fvONdt|=%@gH&~y-WSg_-Li9pHI
zQuv?X`qRkPEg*k{hXM=%Ovr|kr$YgR4B27{0O{PoSsYsKE)Y`~6pjGkF!k*S$WIfJ
zgpoRE<Y4o`et|yQn24%xwi487N=RfaI44eIj$QBpd*az&j$yP6sE_~_WE>fGaU%A?
zED=6TwixIl_?IGhQcL1r32vzQT4NHlk-6B?XtOrTaI5*4(##3q%zfj1kfyki^a%<$
zSd^lu)M$PA5IMhoz{D8=(KCXE>cG)-z|0rH9TMhy-&rGf1U5^ReH*ed{@Qx+MaDN~
zWi`pAH8w^0Q{9p3)>OO*GBo}aluhGcpE?+(t!;dJ2k1pvX!HD8P#BQTE>%zY?3THI
zX^}(24-_IT*?(&QkzYFRkg<`LddXp!=hode{Zr*1p*jmjN!-5=H1p0{)UL0(FX{+}
zkJkKi2?q}$kZ^zJmNA+CEPu5#arsme28m%vMe&(scp`15NBP$_^$;lM|M6&LffJ22
zUPYgpNPOo9`qQGn+Y2se^!Z<f=;@d2A5z9tE4{DQh>K2E`Gc&V>LXkrY&8wFPAUFB
z(ww3W_RSy(EF=&sfEcj?1gX52z+w)aKye#j%XETgTz_1zKc2V!L9eDnj>hb-(l<AV
z@xH(W^<1#Ey6NG+==+H^Rz3#w7eDy*^;fQ`V9&?}<tos13tm1h{;rg!3FYPLV@8{L
zWiztM<m#8SR`SzO**`exOif(&Fv@8CfT(IuBc7S45bThZ0cwp?-dWAR=fk@in*DvP
z39>5l-C53)9_$hs_t@j}eBAr@uad*}WX0?0nU<ixv<D|Iti2P=7b`D*N1veO1!TiG
zaYia2gDM~~fV&&c=q4Uf(ZKgSpdO)*+Y1yME+9i6q|;YO!0(R7$kwDK62MsjYAXl1
zioF5RQrJpl0K^YpHCX<UJ0+Q4ev=OEjx`&{RLUeo1b(*(ZI@sz6E<50bKIwJe7aGX
zoa`aR&}5ZMe_>~w5?nViwHc`o;`{u0JG?;$!Y!Y=q+w}GkZBBHM^k`ohcnG9WimAA
z@)d7!GE3gqO|+txaIe43^%v|K2z{>7!rb6i1)FX=1%|3Z%(^!O`SND>@N(Pb3uM^K
z@CPbFiX8E2d++G`e!2#|B)wiA+T<|OQM<JmA8zn8J)w|l?-0N%?;zbBym4XGmLQ1t
zCfN>iZ9b2WT-ns2ZV>I>PAy#o7a|D+Si|-7JHtbGLno94h%~?jq@6JN^YL8)*mXe=
zvCNtyfx@KjqPuf*8_9)`I}gTA`iC27J%G?|=mn!QvS4l7H6#$<x4qlTE+j|Uh@$`z
zlxtkl&7~K{TLK}V|I2Gtyn}2A#@a|8I>3)F@Y%`x<$P*<#$sWRO-6DTexUraBqzqd
z_p$O%W$>V)P;YM+sGFlO4Us}#PVrxOssZS9pva}G158Q(>&UVP)8LqpR_ekO9G-D-
zO4?`R5tB(b2g8uLN8r^$7Lq2BP|IqIoFvO?t$4aVt2m`c;N|Ya$KJmS%(YZ2YDm76
zT>vY_a_Zqu92NfVV8D5u3NAiq^$QklF>}Qx<n3W=U#GPFf;B1;1|104wEnKT>=h#^
zaO-qstt-mEwC86)lITn6?5EYHD2@{lI-;%D@8v+s))6=z+qQE|T2ll(9|`09JW~`G
zG8KCfr62H7dp_I_yQON7w!8_y<wE)vdn1ybwTg8myD1*c^d|0aw>(8JA+62I^EcI2
z7*)4?p8W;0-Y?nWAIG55Pe6DC=K=wSGBs~;G^-xZsM<_SYr5q!DChn8(M8}c%tEzw
z)%>>fx_~%!&Ogkjwc{P2+4R}`w{^{gapD1P+bBHp0*Z^H8E?`jxEXO|z8RwsXL7w?
zevgy4C1=lJzP7nDfQZ^!Q8r)7es0jmTM~pr7430$$~y-BVHHKiR;o<<zy%!Gc?Qj{
z`@+WFG#-3JWsPVcxLAU9X5l)eG1^LavQbVXR?ZjJyqQEQ^F-YuklmD))BxqmK;?!7
zy@e!h)2G`=Cd_x8LP&6y|8KZTNX0Es$u~N>pj0ZHu!0#iHgZ{{#k?vy<WfpB1aTtq
zFiD@hXp@z7(v2hOyun0ke##mcg0L7<aCVC6trknfBied;im7{sh}IkXyHq#Cl}oV2
zHJZbOU~AK!Wn|EbSh56gGj@Vk5=gX8_AcMhcY`WKfYoTRz)N!>P-gT_`nB+fSO0RM
zTl%Ga9u`{K*S;C`a>2GcHsp5^S5)v2yRNx!CPRbwl<mq*yqj&0NPZBIkTnt&Q)bbC
zT)j44@<(mF2n-U1JCb>cPWZC+m3J(dnC1uL(t|1ZV<<RFR8j)5X>geE93Sq!_z5@;
z#PCyx;6Va<973}VddNBgtSBlytgqSa0(;J$X18C%m$P=-u<sEt2u+@0?lJ#up~+zD
zD;zqB{^TXS^qS3h0T>Jf3%Jo$hsU=at^X+GFRy5Vm1LZMtx4CMzRzUx1!gkj8;ua{
zMf}V?esNA-;!x}3R;xz9c%w4B`CA~D-{tQJlFWO@oAmyBB3qz)BxW<O1~YmH$&%nt
z#acxLuDxXzvg-T%dI9;{%`I5rpNe|-^9{O7;x*pR9qDPw6tNcIU|iLir`n;H4K&pP
zv|Nv2aqCOQDnQ+IR>D*9D<lu0QXPwkYbXZ(_nXDVT~JLXLWj((KfLmQxtL_;*{74n
zlIO`B9JxCdm`dL9E?$a5p=Qu|<9_s8%k`-ix`f|Ko8_q9A-BMtMu+?RR#hqiVWs42
z^haUmq?xGmjb1U(GzNEU(^Z51WG2cvHx+Thgfdu{<0W+p7h+#oWCx=GcuT>shdxK{
zF9p?h`fGWObl7Z`JuuhItpn)k>E43HQqnqPM5i2>30UhnyC=BDtI{Xxa(o4NaFly%
zC51OlBpvm$>XNrdd+U&L<GJ!?_Vn-$cE@s!N-_ybqSyejw3t{?eGnSx#2;5(@ZbNc
zzE=jzDou&mFfo;={+uO-E3(iW3d|3@?8>%j{W=qdhBHZ}q9~fv&Qz;pt)3Mwo8SRP
zYAY`l?;zB{;XD?DwR>H*c@X8c_ej^n$56$;o2Z_8s%&E}A;^f8)F$)Lqn?2UCR7|7
zbu90*60-xH1v(X#;&I%{#V}n7pN&%w&+a)XU{gXTXRed@6|wtuA~TV%`9;KWlgZF`
zOqaGm=Y3~B%=Czv*rdRbTpl^w85`N59zp34_|7E)?6|Erb2cy-8>F!~j72vo{`AtG
z5AE@H1ZSi()*t_*Km3>hRrp$-N=kSbHgq{L7()Ygyl3fxx8XnTqo@G;+Q9zULR{0d
zP7N|E$%<`HToR70fM`9IxWR0=W}av%vf^^8MVkh$4oIs%kJAqy!M|U$BU~J_GT@M4
z!Wb7`!-F7(#qnu?xq_q4f7K0C%2MNd_i)o_h+nBepVNgcfi%i{yeF3`(XR~6FMV3K
z@j?M3mc5bs!l!Cz32~i@k%%I;0HW|ipcljf$g=2Jf!IjUw#)*{!jDk4F8w)-Vd;*M
zOJemB_nD6ul%1g|n8$~Hx^!&zqgjp?)=1bFcIbdIhEI@zL=mvO<xV4r<@wfa$iP{=
zTjp%ggF(lqR;k8j%1!LYHc|fZgnmJ`Aa@}5Ee+9~+~T#fjl3ss(t*}pwrOT|cliB?
z`aOdu6Y;4+EnIH)q^f~Y(fT#mWe?!2nQ}2EIp~4hGr?5g!ZXRX6`4sy<2#Q`(r+lQ
z#c!8k2ND+2%u$i1m2F9z5P&J^4XWuBN`0G7?^YJp&X0c3Ho0w5>+}twLm(&hZvsE5
zMI(n?uYUv(PKl}D%oc8h+@c0c^*9a8TCdoEF?TsL|5nzlSW^mUg{Bk-%xW_|I&RM<
zsDv&!fKhj@xZ#e5U_c{{Lt(YU1GKUS<Vl;C+GK$nX~t!-=YKYj6(xTg?+dx(1zf}d
z%L1R8J9y(B%%nlB-pjmC^ost(umjuFW#ie2EqPWMK!q>1!gmMVAM)j2Dm-e2F~nlo
z+h81^5azcWnK|YIvZ&a|5ZYAWnc$c2s^iy=6E=K8kH|(GpO;J!U{4x-ZBL0V^it*n
zYLhSCot#`3*BDL-();rfd%k?lGKYuRSLGUiWSO^f$|J`tZ!psK{;k_t=LE*u6Dcli
z%BCMHEU-hg+!fEn6Zu0yIGOZn+sieEq??D~e&LLL<e_|8_0}s9*lNU*Y;c?7jb_I7
zvuFIY1sj@}dYdZoTFSJn)BP|N6-q&!^0&^kGSA{e*`Vi0t+OkyQ+{*O5wVbcx%GKf
zR-y88;=3c#ChFa2$@>xf=FP=*X8TrZx=O^<xBsmE`Xc}ME~rn)9Z&Z9A|?C<6$;&v
z`Tv@Oa;0fDqL2WYx%FY0RIR+th<TW~VVN|Eby<knh*`dcDh>{=-$D*zW?~gsrXTj^
z4&OD-|E`G>>+-X)N{DiaN^psAa`149aY%5paZ8AZvx$p{@`y=_in9t5|Noo7e|IEj
zW^dtYNzBTc#%u*j3#3Tbwk6QS89m8rkG$ExGOs_NaKayT|H)U$Hho^@Zaey;>n1X1
zRqi*x5)Cmj5`7}=VnGyUNEvN?`D}0qb*VK#y@2>mcu0&WNd~%H^lGm>1%w0~RV`rP
z<KyH0uSXA$%k?BrFHdwKbrj*KGP)F|-)k*OVjwm-F;q)HH83CcPy~Q30;3j;s|0s0
zEI=J>XT-M(a1Vl<g?105oQ2mBrduVD`mqW3+DGE-(<fe>o<nX8=0gYVF@~UI3-v~O
zvzSMfrg91LHjXi#lfMenF}9R^QM!tNm~cVqk-aZ6D|SuXZi4P3Le#E$7^kxMmw?hE
zY!fAFK-rmV97s@71{s%}MP9n`aF9~UnwM}<SO!Hz+!~tgufpUPr5CA(G`z42-|lz#
z&}Pxk<E%MOkk1W0J(?1Rl(<l70D?7+ka$tx38PnYs3*kZwt&G59>zc`NTXg8gu)D2
z6X@hfFd67o2ZGtpss(86v#W!=4(K!@uw~AFmlPfi07e4Pz$hW*;H9w>n2C*r2LeI>
zFkq;V<nS+8w@kZ+eZ2udz!&Hz#5>&o6x87n>j^g!PbJV@g1rH9&=ze}F(us2)9{1`
z^&xNr<u+m2Q*llGxRZ^3?Gt+YqHKc8HcetfKr-R8`^*+F8c%|;g44rLW6aWj_Xn&A
zXaN+17C?!^`r-oo2520^c5+%Q5BxZ2!_7V6{T3Pns3J7mCw!4#p1^ioPxEs-uoGXN
z&;;*R8G>ceJ&>n#x=d(DI{=osYozXQyPR#(HGoU-2Mjccf%hclVDd?d`oR+B0WLO)
z8fkk7xnL2;T-w6jsx^o0Ih)^>+(4)Vp)%Ns@Mw^^L9<4rRCS!u!GyJ)ui|}X;q!n+
zKslHgo_!DuGek*0eEv#MF8U4FHdGf9uIwSw7*T={F;MF$_QA#k^JH6f2nyu|GpGb=
zO8!A<88j0_;MWoWr&FN`VKy?ucRT+Glw1BJ8zk8Xb`umWHOo7ty;lel1~?YTU_@62
zY3{TUudXPV7Rmm$$c)~MnP;`Qq*I5msO5VIadaMVJsYwKXwl_YT3&M3u_9al-|drL
zaHn8Hr{BJAbbpSEEIKWB9)hEJWxw>g+!NXrbZSCMm}%AF?p0G=VxjlgNB;Ihc;S(y
zFJyDa;*LresQ#~w;zpqQlpMS9uuvN#!}3j4R`5MCYI5zvqMw7=a$E?mgBf-@7;cxe
z4V*EU&S=beyjI-{Td!H~Dk_RB_2Mn2;KB$uMz`il|HwW7rVjo($SnZMKz+F{=BT6h
z_de=>ncalvB}FELixDAxfW)61pULiR`c{8oWgrIDwU+&%HU`T0iDf9uy__fg_ZPnc
z`!BpgrOEfYHA-ptgrW7G3nOufEzLB_8brnm|Napq@tv?w+Gp9NcdO#lM+D(^w}&7<
zLy9I|g|L`k#_QKT^-&f>udK=&=B)L<I24S#iNequ$hJMCAi_UP&6P5>M>`dozk(G0
zAOV@m$HMwda-_K99SO7eIlWSS<BbjA1P(56Tof&QcsIx*i0a-aj~n3u<^u7K1{a@J
ze`?=J8s2jt)#p0mZ44?u@{bJH@yXc#S{~0$8aBKm^;W~R9pl)~%zB3{Gl9n3o*v8%
zIMmS@Jt-gz5d$Vs2nXNOk9N3=C7s6DvVdOSE1fY`)Gwg#+`_u?rJt0-8bVh8!n1<8
zAW9g%u8GvM_rkyZ)PK0Cepvb51=V`UB6=z-jxs=V00dbzlv#eDVe324+YJv+y@Q}m
zvY1aK7$eVSN!^a!YC=EX6aBJbpe4Lx9S$*=EFXqF`1_57ZtcWY)v2lXUsYlN-*+uK
z?6{1)6gPyAbYJF#Tz?Z>HV#}cm8}Avf)!>VI;w9+bW=(QeSfGU1_b9r;X{1{zzE9s
zgK)zrXzvX&ZjIn3<O04uQ(r-bHD8(L66G!G>~cJd2ku{G$4S`up7N5K0Aojt7^Qdt
z1ip{exrRa1QYXA`7U%V5u-PJDUznh3t0CCIF0T<Vq2cNWRn=|Uzlk@&9wKcP|K6bL
zU<}t^wAim9xdCSMW;n9i?+Z9|as0EP+RPTiX9yT4{XrNOxtfX9>K)*#B}JEnD$D)9
zVx>E*ht~`>{0|}x%kDEVZXVU5o-5V5z`jkhuXK-;&hJCM8}DZa=xh&ATo*sv6%~dm
zhm(c-Y*Bulf#mmsBn*r`m?d~8h;zF+-RDD(KiHri-6~W?)k`(gIjA$w6+z;kD+tdc
zPrq<tL<YTZ48woY9{48ci?B63dM<6p9e^+%co*zr?`rlJi>+lS#K1ufT)&e0SE9E}
z##;vN9`tZGg*OB}7gQ@?pG+QY#W$6?=0^dWYMdpsQF5|$+wllUP@B5ruuL9M7a>1t
zkT;wsPQ(d5$^=a9pRNe}s{W|63LJ80s+M1ed2#J8HAS%&5mRD|Ba7|1Q1d>8Xfn$N
zFYqm}{~SPWLT4p8ZYxTs<dhy4J%pw}!dc_uG}R++F6XWv+(1G~eAr|;tT@!O3><XC
zP#CHHkU}HWi+?H=rzB8)KZL)WE@gjq^Nh+X_`*>2gt!<C@G$MUrVXwCv{CiP(F5Q=
z?Hl*qB^+oD{9uffs(z5kBD9;V`127}qy4xbg&wQ>2qiM-R+;e_Wv?aAS$SHr#Q&@<
zfu`|yKfmBdr5EtZO+r<}=bxR#g2r1YT9kR!)7%Wkl+M<iCdQQZ78;QzyMtTrS9SqJ
z<=akU6lS&HM@j)jCDE3x+1h#OHH}XF>k_6!Yt`r6Gx}D`{d!S>I-O8^hHm5iA4AFs
z*I&k#Y&<{m%z3+IH9FV|`PlxiQw~qg*|c1#oj2=3hCRIAf0$t#z?FZom!)a^L@8Mw
yET`YRA3q%m&IpBG``;TD8C~zw&FL3Co6uL<Ocx3vJO>Xu3nwfEg@mFc?Ee5`(m@IU

diff --git a/vignettes/article.tex b/vignettes/article.tex
index 3ec1ea3..2524202 100644
--- a/vignettes/article.tex
+++ b/vignettes/article.tex
@@ -40,9 +40,9 @@
 %% - \title{} in title case
 %% - \Plaintitle{} without LaTeX markup (if any)
 %% - \Shorttitle{} with LaTeX markup (if any), used as running title
-\title{trajectories: Classes and Methods for Trajectory Data}
- \Plaintitle{trajectories: Classes and Methods for Trajectory Data}
-\Shorttitle{trajectories: analysing movement data}
+\title{\pkg{trajectories}: Classes and Methods for Trajectory Data}
+ \Plaintitle{\pkg{trajectories}: Classes and Methods for Trajectory Data}
+\Shorttitle{\pkg{trajectories}: analysing movement data}
 
 %% - \Abstract{} almost as usual
 \Abstract{
@@ -52,7 +52,7 @@
 %% - \Keywords{} with LaTeX markup, at least one required
 %% - \Plainkeywords{} without LaTeX markup (if necessary)
 %% - Should be comma-separated and in sentence case.
-\Keywords{Chi-map, Distance, Intensity, \proglang{R}, Second-order characteristics, Spatio-Temporal,  Taxi Movements, Trajectory}
+\Keywords{Chi-map, Distance, Intensity, \proglang{R}, Second-order characteristics, Spatio-temporal,  Taxi Movements, Trajectory}
 \Plainkeywords{JSS, style guide, comma-separated, not capitalized, R}
 
 %% - \Address{} of at least one author
@@ -99,11 +99,9 @@
 
 %% -- Introduction -------------------------------------------------------------
 \section[Introduction]{Introduction}\label{sec:intro}
-Modern data collection techniques allow tracking objects continuously. This means that we do not only know the current location of a moving object, but we also track the objects over time. A set of some tracks from different moving objects may be considered a trajectory pattern. Another example is that in which we record the location of a group of moving objects (e.g., cars, pedestrians, animals) within a regular/irregular time sequence. \cite{guting05} focused on moving objects databases and extended database technology to deal with moving objects. \cite{challa2011} presented an introduction to the field of object tracking and provided solid foundation to the collection of diverse algorithms developed by academics, scientific researchers and engineers. \cite{hanks15} proposed a continuous-time, discrete-space (CTDS) model for animal movement. \cite{niu2016modeling} considered a multivariate Ornstein Uhlenbeck diffusion process to model the movement of animals in continuous time. \cite{russell16} introduced an approach that models dependent movement by augmenting a dynamic marginal movement model with a spatial point process interaction function within a weighted distribution framework. \cite{hooten17} presented a natural basis function approach to constructing appropriate covariance models for movement processes. There are already some \proglang{R} packages available in \href{https://cran.r-project.org}{CRAN Task View: Handling and Analyzing Spatio-Temporal Data} to handle moving objects. Most of them are focused on handling and analysing animal movements such as \pkg{adehabitatLT} \citep{calenge06}, \pkg{tripEstimation} \citep{sumner2009}, \pkg{argosfilter} \citep{argosf}, \pkg{V-Track} \citep{V-Track}, \pkg{animalTrack} \citep{animalTrack}, \pkg{BBMM} \citep{BBMM}, \pkg{bcpa} \citep{bcpa}, \pkg{BayesianAnimalTracker} \citep{BayesianAnimalTracker}, \pkg{TrackReconstruction} \citep{TrackReconstruction}, \pkg{mkde} \citep{mkde}, \pkg{SimilarityMeasures} \citep{SimilarityMeasures}, \pkg{smam} \citep{smam}, \pkg{trip}\citep{trip}, \pkg{moveHMM} \citep{moveHMM}, \pkg{FLightR} \citep{FLightR}. In particular, the package \pkg{adehabitatLT} \citep{calenge06} provides tools to simulate trajectories using a Brownian motion, correlated Random walks and Levy walks. \cite{SimilarityMeasures} presented four different similarity measures in \pkg{SimilarityMeasures}. \cite{moveHMM} in \pkg{moveHMM} provided animal movement modelling using hidden Markov models. Using multiple regression, \pkg{fishmove} \citep{fishmove}  provides functions to predict fish movement parameters. The \proglang{R} package \pkg{trackeR} \citep{frick} provides infrastructure for running and cycling Data.
+Modern data collection techniques allow tracking objects continuously. This means that we do not only know the current location of a moving object, but we also track the objects over time. A set of some tracks from different moving objects may be considered a trajectory pattern. Another example is that in which we record the location of a group of moving objects (e.g., cars, pedestrians, animals) within a regular/irregular time sequence. \cite{guting05} focused on moving objects databases and extended database technology to deal with moving objects. \cite{challa2011} presented an introduction to the field of object tracking and provided solid foundation to the collection of diverse algorithms developed by academics, scientific researchers and engineers. \cite{hanks15} proposed a continuous-time discrete-space (CTDS) model for animal movement. \cite{niu2016modeling} considered a multivariate Ornstein Uhlenbeck diffusion process to model the movement of animals in continuous time. \cite{russell16} introduced an approach that models dependent movement by augmenting a dynamic marginal movement model with a spatial point process interaction function within a weighted distribution framework. \cite{hooten17} presented a natural basis function approach to constructing appropriate covariance models for movement processes. There are already some \proglang{R} packages available in \href{https://cran.r-project.org}{CRAN Task View: Handling and Analyzing Spatio-Temporal Data} to handle moving objects. Most of them are focused on handling and analysing animal movements such as \pkg{adehabitatLT} \citep{calenge06}, \pkg{tripEstimation} \citep{sumner2009}, \pkg{argosfilter} \citep{argosf}, \pkg{V-Track} \citep{V-Track}, \pkg{animalTrack} \citep{animalTrack}, \pkg{BBMM} \citep{BBMM}, \pkg{bcpa} \citep{bcpa}, \pkg{BayesianAnimalTracker} \citep{BayesianAnimalTracker}, \pkg{TrackReconstruction} \citep{TrackReconstruction}, \pkg{mkde} \citep{mkde}, \pkg{SimilarityMeasures} \citep{SimilarityMeasures}, \pkg{smam} \citep{smam}, \pkg{trip}\citep{trip}, \pkg{moveHMM} \citep{moveHMM}, \pkg{FLightR} \citep{FLightR}. In particular, the package \pkg{adehabitatLT} \citep{calenge06} provides tools to simulate trajectories using a Brownian motion, correlated Random walks and Levy walks. \cite{SimilarityMeasures} presented four different similarity measures in \pkg{SimilarityMeasures}. \cite{moveHMM} in \pkg{moveHMM} provided animal movement modelling using hidden Markov models. Using multiple regression, \pkg{fishmove} \citep{fishmove}  provides functions to predict fish movement parameters. The \proglang{R} package \pkg{trackeR} \citep{frick} provides infrastructure for running and cycling Data.
 
-However, to the best of our knowledge, \proglang{R} is still missing a complete set of generic data structures and methods to effectively analyse trajectories without being limited to a particular domain. Figure~\ref{taxitracks} shows routes passed by 5 different taxis on the 4th of Feb 2008 in Beijing, China. Each taxi has a different start/end time. To avoid having a complicated plot, we have only displayed 5 tracks; the entire dataset will be analysed in Section \ref{sec:explo}.
-
-The entire dataset is stored in the \proglang{R} package  \pkg{taxidata}  and can be installed through the following code.
+However, to the best of our knowledge, \proglang{R} is still missing a complete set of generic data structures and methods to effectively analyse trajectories without being limited to a particular domain. Figure~\ref{taxitracks} shows the routes passed by 5 different taxis on the 4th of Feb 2008 in Beijing, China. Each taxi has a different start/end time. To avoid having a complicated plot, we have only displayed 5 tracks. The entire dataset is stored in the \proglang{R} package  \pkg{taxidata}  that can be installed through the following code
 %\begin{Schunk}
 \begin{Sinput}
 R>   install.packages("taxidata", 
@@ -113,8 +111,7 @@
 
 Figure~\ref{taxitracks} is generated using the following lines of code.
 
-\begin{figure}[!h]
-\begin{center}
+
 %\begin{Schunk}
 \begin{Sinput}
 R> library("trajectories")
@@ -132,6 +129,8 @@
 R> plot(Z[[15]],add=T,col=4,lwd=2)
 \end{Sinput}
 %\end{Schunk}
+\begin{figure}[!h]
+\begin{center}
 \includegraphics{article-003}
 \end{center}
 \caption{Trajectory pattern containing tracks of five taxis on the 4th of Feb 2008 in Beijing, China. Each color represents a different taxi track.}
@@ -144,9 +143,9 @@
 % \label{taxitracks}
 % \end{figure}
 
-Studying the behaviour of moving objects over time and their interaction, either between objects or with environment, plays a crucial role in understanding how they use space and more importantly how they interact each other. Moving objects are moving within a particular area over time, thus a snapshot of a trajectory pattern might be seen as a spatial point pattern. This aspect then empowers us to study the behaviour of moving objects within space and over time. A set of locations, usually non-uniformly distributed within a certain region, can be considered as a realisation of a spatial point process. Analysis of spatial point processes has been widely discussed in the literature \citep{MW03,IPSS08,D13,BRT15}. The \proglang{R} package \pkg{spatstat} \citep{baddeley05,BRT15} provides different tools for statistical analysis, model-fitting, simulation and tests on spatial point patterns. \cite{D13} has broadly considered the details of spatio-temporal point processes. Application of such processes can be found in traffic management, geography, forestry, ecology, epidemiology, seismology, astronomy and criminology. 
+Studying the behaviour of moving objects over time and their interaction, either between objects or with environment, plays a crucial role in understanding how they use space and more importantly how they interact each other. Moving objects are moving within a particular area over time, thus a snapshot of a trajectory pattern might be seen as a spatial point pattern. This aspect then allows to study the behaviour of moving objects within space and over time. A set of locations, usually non-uniformly distributed within a certain region, can be considered as a realisation of a spatial point process. Analysis of spatial point processes has been widely discussed in the literature \citep{MW03,IPSS08,D13,BRT15}. The \proglang{R} package \pkg{spatstat} \citep{baddeley05,BRT15} provides different tools for statistical analysis, model-fitting, simulation and tests on spatial point patterns. \cite{D13} has broadly considered the details of spatio-temporal point processes. Application of such processes can be found in traffic management, geography, forestry, ecology, epidemiology, seismology, astronomy and criminology. 
 
-This paper describes a collection of tools provided by the \proglang{R} package \pkg{trajectories} to handle, simulate and statistically analyse movement data regardless of the domain, converting a trajectory pattern into a list of point patterns based on regular timestamps. We here propose different functions to analyse the behaviour of objects over time and how they use space and also how they interact with each other. The type of interaction between objects may vary over time. The effect of the environment on the type of interaction might also be of interest. Therefore, using the literature of spatial point processes, the \proglang{R} package \pkg{trajectories} opens up a new way of thinking about trajectory datasets. We define different classes to handle trajectories, and different functions for simulating and performing exploratory data analysis. We also borrow first and second-order characteristics from the literature of spatial point processes and, by adapting them to trajectory patterns, we aim at highlighting the most frequently used routes within the studied area together with disclosing the type of interaction between the objects over time. Moreover, the \pkg{trajectories} package fits time series models to the spatial coordinates of a trajectory dataset.
+This paper describes a collection of tools provided by the \proglang{R} package \pkg{trajectories} to handle, simulate and statistically analyse movement data regardless of the domain, converting a trajectory pattern into a list of point patterns based on regular timestamps. We here propose different functions to analyse the behaviour of objects over time, the way they use space and also how they interact with each other. The type of interaction between objects may vary over time. The effect of the environment on the type of interaction might also be of interest. Therefore, using the literature of spatial point processes, the \proglang{R} package \pkg{trajectories} opens up a new way of thinking about trajectory datasets. We define different classes to handle trajectories, and different functions for simulating and performing exploratory data analysis. We also borrow the first- and second-order characteristics from the literature of spatial point processes and, by adapting them to trajectory patterns, we aim at highlighting the most frequently used routes within the studied area together with disclosing the type of interaction between the objects over time. We further, and based on $\chi^2$ statistics, introduce Chi maps which show the discrepancy between the estimated intensity and expected intensity over the studied area. Moreover, the \pkg{trajectories} package fits time series models to the spatial coordinates of a trajectory dataset.
 
 The plan of the paper is the following.
 Section \ref{sec:setdef} presents some background and definitions.
@@ -157,16 +156,16 @@ \section{Setup and definition}\label{sec:setdef}
 \begin{eqnarray}\label{campbell}
 \ee \left[\sum\limits_{x \in X} f(x)\right]=\int_{\R^2} f(u)\lambda(u) \de u, \hspace{1cm} u \in \R^2.
 \end{eqnarray}
-Equation~\ref{campbell} has been broadly used in the literature of spatial point processes and it is called \textit{Campbell's formula}. Generally speaking, $\lambda(\cdot) $ is the expected number of points per unit area. Recall that if $\lambda(\cdot)$ is constant then $X$ is homogeneous, otherwise $X$ is called an inhomogeneous point process. One of the first and an important step in studying point processes is to investigate the intensity function. Estimating the intensity function of spatial point processes has been largely discussed \citep{D85,jones93,CSKWM13}. We denote a realisation of the point process $X$ with $n$ points as $\mathbf{x}=\{x_1,x_2,\ldots,x_n \}$; note that $n$ is not fixed in advance. 
-In point process analysis, we only consider a single realisation of the underlying point process, and then analyse the behaviour of that realisation. However, we might be able to collect the location of spatial events according to regular or irregular timestamps over time. We then have a series of points over time per single object which can be considered as a single track. For instance,  recording the location of a taxi over particular times results in the route passed by that taxi. We here consider a {\em trajectory pattern} as a point pattern which lives in $\R^2$ but moves over time. This allows us to adapt the point process statistical methodology into the literature of trajectory patterns.
+Equation~\ref{campbell} has been broadly used in the literature of spatial point processes and it is called Campbell's formula. Generally speaking, $\lambda(\cdot) $ is the expected number of points per unit area. Recall that if $\lambda(\cdot)$ is constant then $X$ is homogeneous, otherwise $X$ is called an inhomogeneous point process. One of the first and an important step in studying point processes is to investigate the intensity function. Estimating the intensity function of spatial point processes has been largely discussed \citep{D85,jones93,CSKWM13}. We denote a realisation of the point process $X$ with $n$ points as $\mathbf{x}=\{x_1,x_2,\ldots,x_n \}$; note that $n$ is not fixed in advance. 
+In point process analysis, we only consider a single realisation of the underlying point process, and then analyse the behaviour of that realisation. However, we might be able to collect the location of spatial events according to regular or irregular timestamps over time. We then have a series of points over time per single object which can be considered as a single track. For instance,  recording the location of a taxi over particular times results in the route passed by that taxi. We here consider a trajectory pattern as a point pattern which lives in $\R^2$ but moves over time. This allows us to adapt the point process statistical methodology into the literature of trajectory patterns.
   \begin{definition}
 A \textit{trajectory pattern} is a dataset which provides observed 
-tracks $(s_i)$ of a set of moving objects such as cars, humans, etc over a finite time period $T$. We denote a trajectory pattern consisted by $n>0$ single tracks as $S=\{s_i: s_i \subset \R^2, \hspace{1mm} i=1,\ldots,n  \}$, that is a countable set of tracks. Each $s_i$ is itself a countable set of points, e.g., $s_i=\{x_1^{s_i},x_2^{s_i}.\cdots, x_{m_i}^{s_i} \}$ with $i=1,\cdots,n$ where each $s_i$ consists of $m_i<\infty$ points that are associated with an increasing set of time stamps $t_1,...,t_{m_i}$, $t_j > t_{j+1} \forall j$.
+tracks $(s_i)$ of a set of moving objects such as cars, humans, etc over a finite time period $T$. We denote a trajectory pattern consisting of  $n>0$ single tracks as $S=\{s_i: s_i \subset \R^2, \hspace{1mm} i=1,\ldots,n  \}$, that is a countable set of tracks. Each $s_i$ is itself a countable set of points, e.g., $s_i=\{x_1^{s_i},x_2^{s_i}.\cdots, x_{m_i}^{s_i} \}$ with $i=1,\cdots,n$ where each $s_i$ consists of $m_i<\infty$ points that are associated with an increasing set of time stamps $t_1,...,t_{m_i}$, $t_j > t_{j+1} \forall j$.
 \end{definition}
   We point out that the length of each of the tracks $s_i$ is not necessarily the same for all tracks. In other words, they might have different start/end times. Each single track $s_i$ represents the movement of a moving object within a finite time/area. It is usually supposed that locations of a moving object are recorded in regular timestamps. However, if timestamps are not regular, one can still interpolate the locations in regular timestamps. Therefore, each single track in $S$ might be seen as a set of points corresponding to the considered timestamps. Discretising all tracks of $S$ according to regular timestamps results in a list of point patterns (one per each time) which enables us to consider a trajectory pattern as a point pattern which is changing over time. Therefore, using point pattern methodology, one can study the behaviour of moving objects over time. For instance, the spatially varying distribution of objects and the type of interaction between them over time can be of interest. Assume that the trajectory pattern $S$ is observed within the time period $T$, thus discretising $T$ into a time sequence $\{t_i: t_i \subset T, i=1,\ldots,k \quad \text{where} \quad t_i < t_j \quad \text{if} \quad i< j \}$ generates a collection of spatial point patterns, say, $\textbf{x}_1,\textbf{x}_2, \ldots, \textbf{x}_k$ $(k>1)$.  Details are provided in Section \ref{sec:explo}. Nevertheless, one may still consider $S$ as a point process on $\R^{2\otimes k}$, where $\R^{2\otimes k}$ means $\R^2 \times \cdots \times \R^2$ for $k$ times when the length of timestamps is $k$. We do not discuss this other approach here.
 
 \section{Classes and methods} \label{sec:classes}
-In this section, we review different classes of trajectories to handle movement data in \proglang{R}. These classes were initially defined in the \proglang{R} package \pkg{spacetime} \citep{spacetime}. Before moving into the details and start analysing trajectory patterns, we load the package with:
+In this section, we review different classes of trajectories to handle movement data in \proglang{R}. These classes were initially defined in the \proglang{R} package \pkg{spacetime} \citep{spacetime}. Before moving into the details and start analysing trajectory patterns, we load the package with
 
 %\begin{Schunk}
 \begin{Sinput}
@@ -239,7 +238,7 @@ \subsection{Track}
 %\end{Schunk}
 
 \subsection{Tracks}
-  The class \class{Tracks} embodies a collection of tracks followed by a single person, animal or object. The class contains two slots: @tracks to store the tracks as objects of class \class{Track} and @tracksData to hold a summary record for each particular track (e.g., minimum and maximum time, total distance and average speed). An object of class \class{Tracks} can be created by:
+  The class \class{Tracks} embodies a collection of tracks followed by a single person, animal or object. The class contains two slots: @tracks to store the tracks as objects of class \class{Track} and @tracksData to hold a summary record for each particular track (e.g., minimum and maximum time, total distance and average speed). An object of class \class{Tracks} can be created by
 
 %\begin{Schunk}
 \begin{Sinput}
@@ -262,7 +261,7 @@ \subsection{Tracks}
 where \code{A1} and \code{A2} are of class \class{Track}. By default, the minimum and maximum coordinates and time, the total number of geometries, the total distance as well as the average speed are computed as the summary information data. As for the \class{Track} method, a data frame and/or a custom function can be passed to expand the default data.
   
 \subsection{TracksCollection}
-The class \class{TracksCollection} represents a collection of tracks followed by many persons, animals or objects. The class contains two slots: @tracksCollection to store the tracks as objects of class \class{Tracks} and @tracksCollectionData to hold summary information about each particular person, animal or object (e.g., the total number of tracks per each object). A \class{TracksCollection} object can be created by:
+The class \class{TracksCollection} represents a collection of tracks followed by many persons, animals or objects. The class contains two slots: @tracksCollection to store the tracks as objects of class \class{Tracks} and @tracksCollectionData to hold summary information about each particular person, animal or object (e.g., the total number of tracks per each object). A \class{TracksCollection} object can be created by
 %\begin{Schunk}
 \begin{Sinput}
 R> # person B, track 1:
@@ -304,8 +303,9 @@ \subsection{segments}
   \label{classes}
   \end{figure} 
  
-Figure~\ref{classes} shows the classes and their connection. We point out that classes \class{STIDF},\class{STI} and \class{ST} belong to the package \pkg{spacetime} inherently .
- % \section{Methods} \label{sec:methods}
+Figure~\ref{classes} shows the classes and their connection. We point out that classes \class{STIDF},\class{STI} and \class{ST} belong to the package \pkg{spacetime} inherently.
+
+ \subsection{Methods} \label{sec:methods}
  
   A wealth of methods have been implemented to cover the most frequently used use cases. Table~\ref{Tablemethod} lists some of the methods applied to the objects of classes \code{Track}, \code{Tracks} and \code{TracksCollection}. Apart from those listed in Table~\ref{Tablemethod}, attribute data can be obtained or replaced by using \code{[]}, \code{[[]]}, \code{@} and \code{$}.
   \begin{table}[!h]
@@ -323,7 +323,7 @@ \subsection{segments}
   \code{stbox}& The spatio-temporal box (window) which contains the objects\\
    \code{aggregate}& Spatially aggregate track properties (coercing fixes to points)\\
    \code{compare}& Compares two \class{Track} objects: for the common time period\\
- \code{dists}& Compares two \class{Tracks} using the mean distance, the Frechet distance,etc\\
+ \code{dists}& Compares two \class{Tracks} using the mean distance, the Frechet distance, etc\\
 \code{downsample}& Remove fixes from a \class{Track}, starting with the most densely sampled ones\\
 \code{frechetDist}& Compute Frechet distance between two \class{Track} objects\\
 \code{stcube} & Draw a space-time cube\\
@@ -389,7 +389,7 @@ \subsection{segments}
 
 \section{Simulation and model fitting}\label{simandfitt}
   \subsection{Trajectory simulation}
-  Simulating trajectory patterns can be a useful tool to imitate true models and understand their behaviour. The package \pkg{trajectories} allows simulating tracks using \code{rTrack}, \code{rTracks}, \code{rTracksCollection} where \code{rTrack()} generates a single track, \code{rTracks()} simulates a collection of tracks assumed to be passed by a single object and \code{rTracksCollection} is used to simulate a set of tracks passed by different objects. By default, these functions do not consider any box (or window) for the track to be simulated in and consider \code{origin=c(0,0)} as the origin of the track. However, one can still restrict the track to a desirable closed box using the argument \code{bbox}. If \code{transform=TRUE} and no \code{bbox} is given, then \code{rTrack} transforms the track to the default box $[0,1]\times [0,1]$, where in this case the origin is a random point in the default box. If a default box \code{bbox} (e.g., \code{m} in the following example) is given and \code{transform=TRUE}, then \code{origin} is a random point in \code{bbox} and the final track is also transformed into \code{bbox}. The function \code{rTrack} simulates tracks with a predefined number of points per track (indicated as \code{n} in the code with default $100$). However if \code{nrandom=TRUE} then it simulates a track with a random number of points based on a Poisson distribution with parameter \code{n}. An example of these functions is the following:
+  Simulating trajectory patterns can be a useful tool to imitate true models and understand their behaviour. The package \pkg{trajectories} allows simulating tracks using \code{rTrack}, \code{rTracks}, \code{rTracksCollection} where \code{rTrack()} generates a single track, \code{rTracks()} simulates a collection of tracks assumed to be passed by a single object and \code{rTracksCollection} is used to simulate a set of tracks passed by different objects. By default, these functions do not consider any box (or window) for the track to be simulated in and consider \code{origin=c(0,0)} as the origin of the track. However, one can still restrict the track to a desirable closed box using the argument \code{bbox}. If \code{transform=TRUE} and no \code{bbox} is given, then \code{rTrack} transforms the track to the default box $[0,1]\times [0,1]$, where in this case the origin is a random point in the default box. If a default box \code{bbox} (e.g., \code{m} in the following example) is given and \code{transform=TRUE}, then \code{origin} is a random point in \code{bbox} and the final track is also transformed into \code{bbox}. The function \code{rTrack} simulates tracks with a predefined number of points per track (indicated as \code{n} in the code with default $100$). However if \code{nrandom=TRUE} then it simulates a track with a random number of points based on a Poisson distribution with parameter \code{n}. An example of these functions is the following
 %\begin{Schunk}
 \begin{Sinput}
 R> set.seed(10)
@@ -494,7 +494,8 @@ \subsection{Data}
   \item Regardless of taxis with no information, there are $4694$ taxis with less than $10$ recorded locations in at least one day. 
   \item There are tracks with some jumps to the outside of the studied area and it may be caused by lack of GPS accuracy so that wrong locations have been removed. These locations might later be recovered by interpolation.
 \end{itemize}
-  We thus analyse the cleaned dataset which is based on moving data of $5642$ taxis. The map of the studied area is displayed in Figure~\ref{Beijingmapgoogle}. It is seen that the metropolitan area of Beijing is almost located in the centre of the map while there are some other townships, airports in the countryside of Beijing.
+
+The cleaned dataset contains the movements of $5642$ taxis, but here we only analyse the movements of 2000 taxis to speed up calculations. The map of the studied area is displayed in Figure~\ref{Beijingmapgoogle}. It is seen that the metropolitan area of Beijing is almost located in the centre of the map while there are some other townships, airports in the countryside of Beijing.
   \begin{figure}[!h]
   \centering
   \includegraphics[width = 4in]{Beijingmap}
@@ -504,7 +505,7 @@ \subsection{Data}
   
   In the following, we present the implemented methods in \pkg{trajectories} by applying them to the taxi movement dataset in Beijing, China. 
 \subsection{Distance analysis}\label{distanal}
-  A simple way to get into the nature of movement data is to study the distance between objects. The function \code{dists} provides users with calculating the distance between a pair of objects of class \class{Tracks}. This considers the distance between tracks when they overlap in time. The output is a matrix with distances between each pair of tracks or 'NA', if they do not overlap in time. A function to calculate distances can be passed to \code{dists}, such as \code{mean}, \code{sum}, \code{frechetDist}, etc.
+  A simple way to get into the nature of movement data is to study the distance between objects. The function \code{dists} provides users with calculating the distance between a pair of objects of class \class{Tracks}. This considers the distance between tracks when they overlap in time. The output is a matrix with distances between each pair of tracks or `NA', if they do not overlap in time. A function to calculate distances can be passed to \code{dists}, such as \code{mean}, \code{sum}, \code{frechetDist}, etc.
 
 %\begin{Schunk}
 \begin{Sinput}
@@ -548,7 +549,7 @@ \subsubsection{Average distance over time}
 %\end{Schunk}
 \includegraphics{article-016}
 \end{center}
-\caption{Average pairwise distances between taxis in Beijing, China. \emph{Left}: Within the period $2-8$, Feb $2008$. \emph{Right}: During $3$-rd of Feb $2008$.}
+\caption{Average pairwise distances between taxis in Beijing, China. \emph{Left}: Within the period $2\text{-}8$, Feb $2008$. \emph{Right}: During $3$-{\it rd} of Feb $2008$.}
 \label{distbijing}
 \end{figure}
 
@@ -559,7 +560,7 @@ \subsubsection{Average distance over time}
 %   \caption{Average pairwise distance between taxis in Beijing, China. \emph{Left}: Within the period $2-8$, Feb $2008$. \emph{Right}: During $3$-rd of Feb $2008$.}
 %   \label{distbijing}
 %   \end{figure}
-Figure~\ref{distbijing} shows the average distance between taxis in Beijing. The left plot shows the average pairwise distance between taxis for all the week and it is easily seen that there is a daily trend. In order to see the more crowded hours within a day, we show the average pairwise distances during the $3$-rd of Feb $2008$ in the right plot in Figure~\ref{distbijing}. It can be seen that the crowded time comes between midday and $17:00$. Also, it shows how taxis are getting far from each other during night. Note that small average distances between taxis might be a sign of traffic during the corresponding hours. We point out that the reason of having larger average distance in the last two days might be the Chinese new year holidays.
+Figure~\ref{distbijing} shows the average distance between taxis in Beijing. The left plot shows the average pairwise distance between taxis for all the week and it is easily seen that there is a daily trend. In order to see the more crowded hours within a day, we show the average pairwise distances during the $3$-{\it rd} of Feb $2008$ in the right plot in Figure~\ref{distbijing}. It can be seen that the crowded time comes between midday and $17$. Also, it shows how taxis are getting far from each other during night. Note that small average distances between taxis might be a sign of traffic during the corresponding hours. We point out that the reason of having larger average distance in the last two days might be the Chinese new year holidays.
 
 As an alternative, one can use nearest neighbour distances instead of pairwise distances. But that might not distinguish patterns with different clusters, i.e., patterns with different sets of tracks concentrated in some particular subregions. 
   \subsection{Movement smoothing}
@@ -608,7 +609,7 @@ \subsubsection{Average distance over time}
   % \end{figure}
   Figure~\ref{idwBeijing} shows the movement smoothing for taxi data in Beijing according to the \code{timestamp= "20 mins"}. Here, we have not considered movements with length less than $1000$ meters. In other words, we assume taxis with the length of movements less than $1000$ meters per $20$ minutes as stopped. This confirms that moving in the centre is slower than countryside/highways in Beijing, and in particular, it reveals some highways/freeways in which taxis are moving faster.
 
- After smoothing the length of movements over space, we now turn to see the changes in the average of the length of movements over time. The function \code{avemove} measures the average length of movements passed by a collection of tracks based on a desirable timestamps. Now, we apply this to the taxi data in Beijing as follows
+ After smoothing the length of movements over space, we now turn to see the changes in the average of the length of movements over time. The function \code{avemove} measures the average length of movements passed by a collection of tracks based on a desirable timestamps. Now, we apply this to the taxi data in Beijing.
 \begin{figure}[!h]
 \begin{center}
 %\begin{Schunk}
@@ -625,7 +626,7 @@ \subsubsection{Average distance over time}
 %\end{Schunk}
 \includegraphics{article-018}
 \end{center}
-\caption{Average length of movements by taxis in Beijing, China versus time based on \code{timestamp = "20 mins"}, and movements with length longer than $1000$ meters. \emph{Left}: Within the period $2-8$ Feb $2008$. \emph{Right}: During the $3$-rd of Feb $2008$.}
+\caption{Average length of movements by taxis in Beijing, China versus time based on \code{timestamp = "20 mins"}, and movements with length longer than $1000$ meters. \emph{Left}: Within the period $2\text{-}8$ Feb $2008$. \emph{Right}: During the $3$-{\it rd} of Feb $2008$.}
 \label{avemovebijing}
 \end{figure}
 % \begin{figure}[!h]
@@ -717,7 +718,7 @@ \subsection{Intensity function}\label{sec:intensity}
   \end{eqnarray*}
   is the expected intensity at time $t=t_1$ and location $u \in W$. Doing so for all $u \in W$ enables us to draw a map of $\chi^2$ values in a fixed time. The resulting map discloses the areas where the estimated intensity differs from the expected intensity. The function \code{chimaps} generates a map based on a given timestamp and rank. The argument rank is a number between one and the length of the generated time sequence based on the given timestamp, and with default one.
   
-  The chi maps of the $3$-rd of Feb based on three different ranks are displayed in Figure~\ref{bijingchi}. Values of each pixel is calculated by equation~\ref{chistat}.  We show the chi maps for three different times during the day in which changes over time can be seen. The left plot of Figure~\ref{bijingchi} shows the chi map at \code{06:10:44} so that the estimated intensity is higher than the expected intensity in the countryside. The reason for this might be the movements from countryside to the city center in the early morning. The middle plot of Figure~\ref{bijingchi} shows that the estimated intensity in the city is higher than the expected intensity. This may be caused  by heavier traffic in the city during the day than in the countryside. In the right plot of Figure~\ref{bijingchi}, although the estimated intensity is still slightly higher than the expected one in the city, we can see that the $\chi^2$ statistic~\ref{chistat} takes values around $0$ almost everywhere at night. These three plots together confirm the changes in the values of the $\chi^2$ statistic~\ref{chistat} over time so that the mass is moving to the city in the morning and goes away in the evening. This behaviour may be explained by the movements to the city in the morning and moving back to the countryside in the evening.
+  The chi maps of the $3$-{\it rd} of Feb based on three different ranks are displayed in Figure~\ref{bijingchi}. Value of each pixel is calculated by equation~\ref{chistat}.  We show the chi maps for three different times during the day in which changes over time can be seen. The left plot of Figure~\ref{bijingchi} shows the chi map at \code{06:10:44} so that the estimated intensity is higher than the expected intensity in the countryside. The reason for this might be the movements from countryside to the city center in the early morning. The middle plot of Figure~\ref{bijingchi} shows that the estimated intensity in the city is higher than the expected intensity. This may be caused  by heavier traffic in the city during the day than in the countryside. In the right plot of Figure~\ref{bijingchi}, although the estimated intensity is still slightly higher than the expected one in the city, we can see that the $\chi^2$ statistic~\ref{chistat} takes values around $0$ almost everywhere at night. These three plots together confirm the changes in the values of the $\chi^2$ statistic~\ref{chistat} over time so that the mass is moving to the city in the morning and goes away in the evening. This behaviour may be explained by the movements to the city in the morning and moving back to the countryside in the evening.
 
 \begin{figure}[!h]
 \begin{center}
@@ -796,12 +797,12 @@ \subsection{Second-order summary statistics}
   \end{enumerate}
   \end{leftbar}
 
-Note that, steps above can be applied to the pair correlation function as well.
+Note that steps above can be applied to the pair correlation function as well.
 
 In both functions above, users can take advantage of the bandwidth selection to first estimate the intensity function and then pass estimated intensities to the function \code{Kinhom} or \code{pcfinhom}. Default is to not pass any estimated intensity function to \code{Kinhom} or \code{pcfinhom} in which the intensity will be estimated using the `leave-one-out' kernel smoother \citep{baddeley00,BRT15}. Different edge corrections can be also passed to \code{Kinhom.Track} and \code{pcfinhom.Track}. 
   
   
-  Finally and taking into account that estimated intensity in Figure~\ref{bijingint} represent a non-unifrom distribution and/or clustering behaviour, we show the variability area of $K$-function and pair correlation function over time in Figure~\ref{Kgvariation} (considering the ``translate'' correction, see \cite{gabriel2014}). The left plot displays the variation of $K$-function, showing that for small distances taxis tend to have a clustering behaviour while for larger distances they favour inhibition. The right plot of the variation of the pair correlation function also confirms the same behaviour. Due to the preference of moving within particular zones, $K$-function and pair correlation function might result as what is displayed in Figure~\ref{Kgvariation}. In other words, taxis might prefer to take passengers to close destinations within particular zones rather than further destinations. Argument \code{q} is to use quantiles of the values of $K$-function (or pair correlation function) rather than using maximum and minimum. Default \code{q=0} uses maximum and minimum.
+  Finally and taking into account that estimated intensity in Figure~\ref{bijingint} represents a non-uniform distribution and/or clustering behaviour, we show the variability area of $K$-function and pair correlation function over time in Figure~\ref{Kgvariation} (considering the ``translate'' correction, see \cite{gabriel2014}). The left plot displays the variation of $K$-function, showing that for small distances taxis tend to have a clustering behaviour while for larger distances they favour inhibition. The right plot of the variation of the pair correlation function also confirms the same behaviour. Due to the preference of moving within particular zones, $K$-function and pair correlation function might result as what is displayed in Figure~\ref{Kgvariation}. In other words, taxis might prefer to take passengers to close destinations within particular zones rather than further destinations. Argument \code{q} is to use quantiles of the values of $K$-function (or pair correlation function) rather than using maximum and minimum. Default \code{q=0} uses maximum and minimum.
 \begin{figure}[!h]
 \begin{center}
 %\begin{Schunk}
@@ -828,14 +829,14 @@ \subsection{Second-order summary statistics}
   % \label{Kgvariation}
   % \end{figure}
 
-  We point out that as this kind of discretising trajectory patterns results in a set of spatial point patterns, it may also drives us to consider them as replicated spatial point patterns. Therefore, one may be able to introduce a single $K$-function or pair correlation function for all patterns. Note that in this case, point patterns are not independent. For more details, see \citet[Section 5.4]{D13}.
+  We point out that as this kind of discretising trajectory patterns results in a set of spatial point patterns, it may also drive us to consider them as replicated spatial point patterns. Therefore, one may be able to introduce a single $K$-function or pair correlation function for all patterns. Note that in this case, point patterns are not independent. For more details, see \citet[Section 5.4]{D13}.
   
  \section{Summary and discussion} \label{sec:summary}
   Analysing trajectory data is often a challenge as moving objects are living in space while moving in time. Such data might be analysed in space or time separately. However, one may look at trajectory patterns with a different perspective. 
   
   In this paper, we introduced a set of classes to handle trajectory data and defined a set of methods to summarise trajectory patterns. We have considered different classes to handle tracks passed by one object or a group of objects. We also aimed at statistically analysing trajectory data in space and see the changes in the behaviour of data over time. To do so, the literature of spatial point processes has been adapted to trajectory patterns. An average intensity function is defined for a trajectory pattern with tracks that overlap in time and it nicely reveals the more visited spots, streets, highways, etc. Pairwise distances between different objects have been also considered in \pkg{trajectories} showing how moving objects interact over time. Moreover, we have implemented methods to smooth the length of movements over time which highlights where objects move faster/slower. In addition, the discrepancy between the estimated intensity and the expected intensity per location per time can be studied in \pkg{trajectories} which shows how the mass is moving within the studied area over time. We finally presented a variability area for second-order summary statistics such as $K$-function and pair correlation function which displays the type of interaction between objects over time, highlighting possible clustering or inhibition.
   
-  To perform an exploratory data analysis, we finally applied the developed methodologies to a taxi data from Beijing, China. The results nicely highlight the behaviour of taxis over time. We have recognized where the more visited spots are and also at what time data pattern is denser or objects get closer to each other. We smoothed the movements of taxis and discovered where and at what time they move faster. Not surprisingly, results confirm that moving within the city is slower than countryside or highways. Also, in the afternoon there is a decrease in the length of movements which might be affected by traffic. Chi maps have been studied showing how the mass is moving within the studied area. They display that objects are moving from countryside to the city in the morning making a heavy traffic in the city in the afternoon, as the estimated intensity is higher than the expected one. Chi maps also confirm that the  discrepancy between the estimated intensity and the expected one is less during the evening than any other time. The variability area of $K$-function and pair correlation function show that for small distances, taxis tend to show a clustering behaviour while for longer distances they show repulsion.
+  To perform an exploratory data analysis, we finally applied the developed methodologies to a taxi data from Beijing, China. The results nicely highlight the behaviour of taxis over time. We have recognised where the more visited spots are and also at what time data pattern is denser or objects get closer to each other. We smoothed the movements of taxis and discovered where and at what time they move faster. Not surprisingly, results confirm that moving within the city is slower than countryside or highways. Also, in the afternoon there is a decrease in the length of movements which might be affected by traffic. Chi maps have been studied showing how the mass is moving within the studied area. They display that objects are moving from countryside to the city in the morning making a heavy traffic in the city in the afternoon, as the estimated intensity is higher than the expected one. Chi maps also confirm that the  discrepancy between the estimated intensity and the expected one is less during the evening than any other time. The variability area of $K$-function and pair correlation function show that for small distances, taxis tend to show a clustering behaviour while for longer distances they show repulsion.
   
   We leave open the analysis of the effect of the environment on moving objects and the corresponding parametric analysis for future works.
   
diff --git a/vignettes/jss.bst b/vignettes/jss.bst
new file mode 100644
index 0000000..ae75415
--- /dev/null
+++ b/vignettes/jss.bst
@@ -0,0 +1,1653 @@
+%%
+%% This is file `jss.bst',
+%% generated with the docstrip utility.
+%%
+%% The original source files were:
+%%
+%% merlin.mbs  (with options: `ay,nat,nm-rvx,keyxyr,dt-beg,yr-par,note-yr,tit-qq,atit-u,trnum-it,vol-bf,volp-com,num-xser,pre-edn,isbn,issn,edpar,pp,ed,xedn,xand,etal-it,revdata,eprint,url,url-blk,doi,nfss')
+%%
+%% ** BibTeX style file for JSS publications (http://www.jstatsoft.org/)
+%%
+%% License: GPL-2 | GPL-3
+ % ===============================================================
+ % IMPORTANT NOTICE:
+ % This bibliographic style (bst) file has been generated from one or
+ % more master bibliographic style (mbs) files, listed above, provided
+ % with kind permission of Patrick W Daly.
+ %
+ % This generated file can be redistributed and/or modified under the terms
+ % of the General Public License (Version 2 or 3).
+ % ===============================================================
+ % Name and version information of the main mbs file:
+ % \ProvidesFile{merlin.mbs}[2011/11/18 4.33 (PWD, AO, DPC)]
+ %   For use with BibTeX version 0.99a or later
+ %-------------------------------------------------------------------
+ % This bibliography style file is intended for texts in ENGLISH
+ % This is an author-year citation style bibliography. As such, it is
+ % non-standard LaTeX, and requires a special package file to function properly.
+ % Such a package is    natbib.sty   by Patrick W. Daly
+ % The form of the \bibitem entries is
+ %   \bibitem[Jones et al.(1990)]{key}...
+ %   \bibitem[Jones et al.(1990)Jones, Baker, and Smith]{key}...
+ % The essential feature is that the label (the part in brackets) consists
+ % of the author names, as they should appear in the citation, with the year
+ % in parentheses following. There must be no space before the opening
+ % parenthesis!
+ % With natbib v5.3, a full list of authors may also follow the year.
+ % In natbib.sty, it is possible to define the type of enclosures that is
+ % really wanted (brackets or parentheses), but in either case, there must
+ % be parentheses in the label.
+ % The \cite command functions as follows:
+ %   \citet{key} ==>>                Jones et al. (1990)
+ %   \citet*{key} ==>>               Jones, Baker, and Smith (1990)
+ %   \citep{key} ==>>                (Jones et al., 1990)
+ %   \citep*{key} ==>>               (Jones, Baker, and Smith, 1990)
+ %   \citep[chap. 2]{key} ==>>       (Jones et al., 1990, chap. 2)
+ %   \citep[e.g.][]{key} ==>>        (e.g. Jones et al., 1990)
+ %   \citep[e.g.][p. 32]{key} ==>>   (e.g. Jones et al., 1990, p. 32)
+ %   \citeauthor{key} ==>>           Jones et al.
+ %   \citeauthor*{key} ==>>          Jones, Baker, and Smith
+ %   \citeyear{key} ==>>             1990
+ %---------------------------------------------------------------------
+
+ENTRY
+  { address
+    archive
+    author
+    booktitle
+    chapter
+    collaboration
+    doi
+    edition
+    editor
+    eid
+    eprint
+    howpublished
+    institution
+    isbn
+    issn
+    journal
+    key
+    month
+    note
+    number
+    numpages
+    organization
+    pages
+    publisher
+    school
+    series
+    title
+    type
+    url
+    volume
+    year
+  }
+  {}
+  { label extra.label sort.label short.list }
+INTEGERS { output.state before.all mid.sentence after.sentence after.block }
+FUNCTION {init.state.consts}
+{ #0 'before.all :=
+  #1 'mid.sentence :=
+  #2 'after.sentence :=
+  #3 'after.block :=
+}
+STRINGS { s t}
+FUNCTION {output.nonnull}
+{ 's :=
+  output.state mid.sentence =
+    { ", " * write$ }
+    { output.state after.block =
+        { add.period$ write$
+          newline$
+          "\newblock " write$
+        }
+        { output.state before.all =
+            'write$
+            { add.period$ " " * write$ }
+          if$
+        }
+      if$
+      mid.sentence 'output.state :=
+    }
+  if$
+  s
+}
+FUNCTION {output}
+{ duplicate$ empty$
+    'pop$
+    'output.nonnull
+  if$
+}
+FUNCTION {output.check}
+{ 't :=
+  duplicate$ empty$
+    { pop$ "empty " t * " in " * cite$ * warning$ }
+    'output.nonnull
+  if$
+}
+FUNCTION {fin.entry}
+{ add.period$
+  write$
+  newline$
+}
+
+FUNCTION {new.block}
+{ output.state before.all =
+    'skip$
+    { after.block 'output.state := }
+  if$
+}
+FUNCTION {new.sentence}
+{ output.state after.block =
+    'skip$
+    { output.state before.all =
+        'skip$
+        { after.sentence 'output.state := }
+      if$
+    }
+  if$
+}
+FUNCTION {add.blank}
+{  " " * before.all 'output.state :=
+}
+
+FUNCTION {date.block}
+{
+  new.block
+}
+
+FUNCTION {not}
+{   { #0 }
+    { #1 }
+  if$
+}
+FUNCTION {and}
+{   'skip$
+    { pop$ #0 }
+  if$
+}
+FUNCTION {or}
+{   { pop$ #1 }
+    'skip$
+  if$
+}
+FUNCTION {non.stop}
+{ duplicate$
+   "}" * add.period$
+   #-1 #1 substring$ "." =
+}
+
+STRINGS {z}
+
+FUNCTION {remove.dots}
+{ 'z :=
+   ""
+   { z empty$ not }
+   { z #1 #2 substring$
+     duplicate$ "\." =
+       { z #3 global.max$ substring$ 'z :=  * }
+       { pop$
+         z #1 #1 substring$
+         z #2 global.max$ substring$ 'z :=
+         duplicate$ "." = 'pop$
+           { * }
+         if$
+       }
+     if$
+   }
+   while$
+}
+FUNCTION {new.block.checkb}
+{ empty$
+  swap$ empty$
+  and
+    'skip$
+    'new.block
+  if$
+}
+FUNCTION {field.or.null}
+{ duplicate$ empty$
+    { pop$ "" }
+    'skip$
+  if$
+}
+FUNCTION {emphasize}
+{ duplicate$ empty$
+    { pop$ "" }
+    { "\emph{" swap$ * "}" * }
+  if$
+}
+FUNCTION {bolden}
+{ duplicate$ empty$
+    { pop$ "" }
+    { "\textbf{" swap$ * "}" * }
+  if$
+}
+FUNCTION {tie.or.space.prefix}
+{ duplicate$ text.length$ #3 <
+    { "~" }
+    { " " }
+  if$
+  swap$
+}
+
+FUNCTION {capitalize}
+{ "u" change.case$ "t" change.case$ }
+
+FUNCTION {space.word}
+{ " " swap$ * " " * }
+ % Here are the language-specific definitions for explicit words.
+ % Each function has a name bbl.xxx where xxx is the English word.
+ % The language selected here is ENGLISH
+FUNCTION {bbl.and}
+{ "and"}
+
+FUNCTION {bbl.etal}
+{ "et~al." }
+
+FUNCTION {bbl.editors}
+{ "eds." }
+
+FUNCTION {bbl.editor}
+{ "ed." }
+
+FUNCTION {bbl.edby}
+{ "edited by" }
+
+FUNCTION {bbl.edition}
+{ "edition" }
+
+FUNCTION {bbl.volume}
+{ "volume" }
+
+FUNCTION {bbl.of}
+{ "of" }
+
+FUNCTION {bbl.number}
+{ "number" }
+
+FUNCTION {bbl.nr}
+{ "no." }
+
+FUNCTION {bbl.in}
+{ "in" }
+
+FUNCTION {bbl.pages}
+{ "pp." }
+
+FUNCTION {bbl.page}
+{ "p." }
+
+FUNCTION {bbl.eidpp}
+{ "pages" }
+
+FUNCTION {bbl.chapter}
+{ "chapter" }
+
+FUNCTION {bbl.techrep}
+{ "Technical Report" }
+
+FUNCTION {bbl.mthesis}
+{ "Master's thesis" }
+
+FUNCTION {bbl.phdthesis}
+{ "Ph.D. thesis" }
+
+MACRO {jan} {"January"}
+
+MACRO {feb} {"February"}
+
+MACRO {mar} {"March"}
+
+MACRO {apr} {"April"}
+
+MACRO {may} {"May"}
+
+MACRO {jun} {"June"}
+
+MACRO {jul} {"July"}
+
+MACRO {aug} {"August"}
+
+MACRO {sep} {"September"}
+
+MACRO {oct} {"October"}
+
+MACRO {nov} {"November"}
+
+MACRO {dec} {"December"}
+
+MACRO {acmcs} {"ACM Computing Surveys"}
+
+MACRO {acta} {"Acta Informatica"}
+
+MACRO {cacm} {"Communications of the ACM"}
+
+MACRO {ibmjrd} {"IBM Journal of Research and Development"}
+
+MACRO {ibmsj} {"IBM Systems Journal"}
+
+MACRO {ieeese} {"IEEE Transactions on Software Engineering"}
+
+MACRO {ieeetc} {"IEEE Transactions on Computers"}
+
+MACRO {ieeetcad}
+ {"IEEE Transactions on Computer-Aided Design of Integrated Circuits"}
+
+MACRO {ipl} {"Information Processing Letters"}
+
+MACRO {jacm} {"Journal of the ACM"}
+
+MACRO {jcss} {"Journal of Computer and System Sciences"}
+
+MACRO {scp} {"Science of Computer Programming"}
+
+MACRO {sicomp} {"SIAM Journal on Computing"}
+
+MACRO {tocs} {"ACM Transactions on Computer Systems"}
+
+MACRO {tods} {"ACM Transactions on Database Systems"}
+
+MACRO {tog} {"ACM Transactions on Graphics"}
+
+MACRO {toms} {"ACM Transactions on Mathematical Software"}
+
+MACRO {toois} {"ACM Transactions on Office Information Systems"}
+
+MACRO {toplas} {"ACM Transactions on Programming Languages and Systems"}
+
+MACRO {tcs} {"Theoretical Computer Science"}
+FUNCTION {bibinfo.check}
+{ swap$
+  duplicate$ missing$
+    {
+      pop$ pop$
+      ""
+    }
+    { duplicate$ empty$
+        {
+          swap$ pop$
+        }
+        { swap$
+          pop$
+        }
+      if$
+    }
+  if$
+}
+FUNCTION {bibinfo.warn}
+{ swap$
+  duplicate$ missing$
+    {
+      swap$ "missing " swap$ * " in " * cite$ * warning$ pop$
+      ""
+    }
+    { duplicate$ empty$
+        {
+          swap$ "empty " swap$ * " in " * cite$ * warning$
+        }
+        { swap$
+          pop$
+        }
+      if$
+    }
+  if$
+}
+FUNCTION {format.eprint}
+{ eprint duplicate$ empty$
+    'skip$
+    { "\eprint"
+      archive empty$
+        'skip$
+        { "[" * archive * "]" * }
+      if$
+      "{" * swap$ * "}" *
+    }
+  if$
+}
+FUNCTION {format.url}
+{
+  url
+  duplicate$ empty$
+    { pop$ "" }
+    { "\urlprefix\url{" swap$ * "}" * }
+  if$
+}
+
+INTEGERS { nameptr namesleft numnames }
+
+
+STRINGS  { bibinfo}
+
+FUNCTION {format.names}
+{ 'bibinfo :=
+  duplicate$ empty$ 'skip$ {
+  's :=
+  "" 't :=
+  #1 'nameptr :=
+  s num.names$ 'numnames :=
+  numnames 'namesleft :=
+    { namesleft #0 > }
+    { s nameptr
+      "{vv~}{ll}{ jj}{ f{}}"
+      format.name$
+      remove.dots
+      bibinfo bibinfo.check
+      't :=
+      nameptr #1 >
+        {
+          namesleft #1 >
+            { ", " * t * }
+            {
+              s nameptr "{ll}" format.name$ duplicate$ "others" =
+                { 't := }
+                { pop$ }
+              if$
+              "," *
+              t "others" =
+                {
+                  " " * bbl.etal emphasize *
+                }
+                { " " * t * }
+              if$
+            }
+          if$
+        }
+        't
+      if$
+      nameptr #1 + 'nameptr :=
+      namesleft #1 - 'namesleft :=
+    }
+  while$
+  } if$
+}
+FUNCTION {format.names.ed}
+{
+  'bibinfo :=
+  duplicate$ empty$ 'skip$ {
+  's :=
+  "" 't :=
+  #1 'nameptr :=
+  s num.names$ 'numnames :=
+  numnames 'namesleft :=
+    { namesleft #0 > }
+    { s nameptr
+      "{f{}~}{vv~}{ll}{ jj}"
+      format.name$
+      remove.dots
+      bibinfo bibinfo.check
+      't :=
+      nameptr #1 >
+        {
+          namesleft #1 >
+            { ", " * t * }
+            {
+              s nameptr "{ll}" format.name$ duplicate$ "others" =
+                { 't := }
+                { pop$ }
+              if$
+              "," *
+              t "others" =
+                {
+
+                  " " * bbl.etal emphasize *
+                }
+                { " " * t * }
+              if$
+            }
+          if$
+        }
+        't
+      if$
+      nameptr #1 + 'nameptr :=
+      namesleft #1 - 'namesleft :=
+    }
+  while$
+  } if$
+}
+FUNCTION {format.key}
+{ empty$
+    { key field.or.null }
+    { "" }
+  if$
+}
+
+FUNCTION {format.authors}
+{ author "author" format.names
+    duplicate$ empty$ 'skip$
+    { collaboration "collaboration" bibinfo.check
+      duplicate$ empty$ 'skip$
+        { " (" swap$ * ")" * }
+      if$
+      *
+    }
+  if$
+}
+FUNCTION {get.bbl.editor}
+{ editor num.names$ #1 > 'bbl.editors 'bbl.editor if$ }
+
+FUNCTION {format.editors}
+{ editor "editor" format.names duplicate$ empty$ 'skip$
+    {
+      " " *
+      get.bbl.editor
+   "(" swap$ * ")" *
+      *
+    }
+  if$
+}
+FUNCTION {format.isbn}
+{ isbn "isbn" bibinfo.check
+  duplicate$ empty$ 'skip$
+    {
+      new.block
+      "ISBN " swap$ *
+    }
+  if$
+}
+
+FUNCTION {format.issn}
+{ issn "issn" bibinfo.check
+  duplicate$ empty$ 'skip$
+    {
+      new.block
+      "ISSN " swap$ *
+    }
+  if$
+}
+
+FUNCTION {format.doi}
+{ doi empty$
+    { "" }
+    {
+      new.block
+      "\doi{" doi * "}" *
+    }
+  if$
+}
+FUNCTION {format.note}
+{
+ note empty$
+    { "" }
+    { note #1 #1 substring$
+      duplicate$ "{" =
+        'skip$
+        { output.state mid.sentence =
+          { "l" }
+          { "u" }
+        if$
+        change.case$
+        }
+      if$
+      note #2 global.max$ substring$ * "note" bibinfo.check
+    }
+  if$
+}
+
+FUNCTION {format.title}
+{ title
+  "title" bibinfo.check
+  duplicate$ empty$ 'skip$
+    {
+      "\enquote{" swap$ *
+      add.period$ "}" *
+    }
+  if$
+}
+FUNCTION {format.full.names}
+{'s :=
+ "" 't :=
+  #1 'nameptr :=
+  s num.names$ 'numnames :=
+  numnames 'namesleft :=
+    { namesleft #0 > }
+    { s nameptr
+      "{vv~}{ll}" format.name$
+      't :=
+      nameptr #1 >
+        {
+          namesleft #1 >
+            { ", " * t * }
+            {
+              s nameptr "{ll}" format.name$ duplicate$ "others" =
+                { 't := }
+                { pop$ }
+              if$
+              t "others" =
+                {
+                  " " * bbl.etal emphasize *
+                }
+                {
+                  numnames #2 >
+                    { "," * }
+                    'skip$
+                  if$
+                  bbl.and
+                  space.word * t *
+                }
+              if$
+            }
+          if$
+        }
+        't
+      if$
+      nameptr #1 + 'nameptr :=
+      namesleft #1 - 'namesleft :=
+    }
+  while$
+}
+
+FUNCTION {author.editor.key.full}
+{ author empty$
+    { editor empty$
+        { key empty$
+            { cite$ #1 #3 substring$ }
+            'key
+          if$
+        }
+        { editor format.full.names }
+      if$
+    }
+    { author format.full.names }
+  if$
+}
+
+FUNCTION {author.key.full}
+{ author empty$
+    { key empty$
+         { cite$ #1 #3 substring$ }
+          'key
+      if$
+    }
+    { author format.full.names }
+  if$
+}
+
+FUNCTION {editor.key.full}
+{ editor empty$
+    { key empty$
+         { cite$ #1 #3 substring$ }
+          'key
+      if$
+    }
+    { editor format.full.names }
+  if$
+}
+
+FUNCTION {make.full.names}
+{ type$ "book" =
+  type$ "inbook" =
+  or
+    'author.editor.key.full
+    { type$ "proceedings" =
+        'editor.key.full
+        'author.key.full
+      if$
+    }
+  if$
+}
+
+FUNCTION {output.bibitem}
+{ newline$
+  "\bibitem[{" write$
+  label write$
+  ")" make.full.names duplicate$ short.list =
+     { pop$ }
+     { * }
+   if$
+  "}]{" * write$
+  cite$ write$
+  "}" write$
+  newline$
+  ""
+  before.all 'output.state :=
+}
+
+FUNCTION {n.dashify}
+{
+  't :=
+  ""
+    { t empty$ not }
+    { t #1 #1 substring$ "-" =
+        { t #1 #2 substring$ "--" = not
+            { "--" *
+              t #2 global.max$ substring$ 't :=
+            }
+            {   { t #1 #1 substring$ "-" = }
+                { "-" *
+                  t #2 global.max$ substring$ 't :=
+                }
+              while$
+            }
+          if$
+        }
+        { t #1 #1 substring$ *
+          t #2 global.max$ substring$ 't :=
+        }
+      if$
+    }
+  while$
+}
+
+FUNCTION {word.in}
+{ bbl.in capitalize
+  " " * }
+
+FUNCTION {format.date}
+{ year "year" bibinfo.check duplicate$ empty$
+    {
+      "empty year in " cite$ * "; set to ????" * warning$
+       pop$ "????"
+    }
+    'skip$
+  if$
+  extra.label *
+  before.all 'output.state :=
+  " (" swap$ * ")" *
+}
+FUNCTION {format.btitle}
+{ title "title" bibinfo.check
+  duplicate$ empty$ 'skip$
+    {
+      emphasize
+    }
+  if$
+}
+FUNCTION {either.or.check}
+{ empty$
+    'pop$
+    { "can't use both " swap$ * " fields in " * cite$ * warning$ }
+  if$
+}
+FUNCTION {format.bvolume}
+{ volume empty$
+    { "" }
+    { bbl.volume volume tie.or.space.prefix
+      "volume" bibinfo.check * *
+      series "series" bibinfo.check
+      duplicate$ empty$ 'pop$
+        { swap$ bbl.of space.word * swap$
+          emphasize * }
+      if$
+      "volume and number" number either.or.check
+    }
+  if$
+}
+FUNCTION {format.number.series}
+{ volume empty$
+    { number empty$
+        { series field.or.null }
+        { series empty$
+            { number "number" bibinfo.check }
+            { output.state mid.sentence =
+                { bbl.number }
+                { bbl.number capitalize }
+              if$
+              number tie.or.space.prefix "number" bibinfo.check * *
+              bbl.in space.word *
+              series "series" bibinfo.check *
+            }
+          if$
+        }
+      if$
+    }
+    { "" }
+  if$
+}
+
+FUNCTION {format.edition}
+{ edition duplicate$ empty$ 'skip$
+    {
+      output.state mid.sentence =
+        { "l" }
+        { "t" }
+      if$ change.case$
+      "edition" bibinfo.check
+      " " * bbl.edition *
+    }
+  if$
+}
+INTEGERS { multiresult }
+FUNCTION {multi.page.check}
+{ 't :=
+  #0 'multiresult :=
+    { multiresult not
+      t empty$ not
+      and
+    }
+    { t #1 #1 substring$
+      duplicate$ "-" =
+      swap$ duplicate$ "," =
+      swap$ "+" =
+      or or
+        { #1 'multiresult := }
+        { t #2 global.max$ substring$ 't := }
+      if$
+    }
+  while$
+  multiresult
+}
+FUNCTION {format.pages}
+{ pages duplicate$ empty$ 'skip$
+    { duplicate$ multi.page.check
+        {
+          bbl.pages swap$
+          n.dashify
+        }
+        {
+          bbl.page swap$
+        }
+      if$
+      tie.or.space.prefix
+      "pages" bibinfo.check
+      * *
+    }
+  if$
+}
+FUNCTION {format.journal.pages}
+{ pages duplicate$ empty$ 'pop$
+    { swap$ duplicate$ empty$
+        { pop$ pop$ format.pages }
+        {
+          ", " *
+          swap$
+          n.dashify
+          "pages" bibinfo.check
+          *
+        }
+      if$
+    }
+  if$
+}
+FUNCTION {format.journal.eid}
+{ eid "eid" bibinfo.check
+  duplicate$ empty$ 'pop$
+    { swap$ duplicate$ empty$ 'skip$
+      {
+          ", " *
+      }
+      if$
+      swap$ *
+      numpages empty$ 'skip$
+        { bbl.eidpp numpages tie.or.space.prefix
+          "numpages" bibinfo.check * *
+          " (" swap$ * ")" * *
+        }
+      if$
+    }
+  if$
+}
+FUNCTION {format.vol.num.pages}
+{ volume field.or.null
+  duplicate$ empty$ 'skip$
+    {
+      "volume" bibinfo.check
+    }
+  if$
+  bolden
+  number "number" bibinfo.check duplicate$ empty$ 'skip$
+    {
+      swap$ duplicate$ empty$
+        { "there's a number but no volume in " cite$ * warning$ }
+        'skip$
+      if$
+      swap$
+      "(" swap$ * ")" *
+    }
+  if$ *
+  eid empty$
+    { format.journal.pages }
+    { format.journal.eid }
+  if$
+}
+
+FUNCTION {format.chapter.pages}
+{ chapter empty$
+    'format.pages
+    { type empty$
+        { bbl.chapter }
+        { type "l" change.case$
+          "type" bibinfo.check
+        }
+      if$
+      chapter tie.or.space.prefix
+      "chapter" bibinfo.check
+      * *
+      pages empty$
+        'skip$
+        { ", " * format.pages * }
+      if$
+    }
+  if$
+}
+
+FUNCTION {format.booktitle}
+{
+  booktitle "booktitle" bibinfo.check
+  emphasize
+}
+FUNCTION {format.in.ed.booktitle}
+{ format.booktitle duplicate$ empty$ 'skip$
+    {
+      editor "editor" format.names.ed duplicate$ empty$ 'pop$
+        {
+          " " *
+          get.bbl.editor
+          "(" swap$ * "), " *
+          * swap$
+          * }
+      if$
+      word.in swap$ *
+    }
+  if$
+}
+FUNCTION {format.thesis.type}
+{ type duplicate$ empty$
+    'pop$
+    { swap$ pop$
+      "t" change.case$ "type" bibinfo.check
+    }
+  if$
+}
+FUNCTION {format.tr.number}
+{ number "number" bibinfo.check
+  type duplicate$ empty$
+    { pop$ bbl.techrep }
+    'skip$
+  if$
+  "type" bibinfo.check
+  swap$ duplicate$ empty$
+    { pop$ "t" change.case$ }
+    { tie.or.space.prefix * * }
+  if$
+}
+FUNCTION {format.article.crossref}
+{
+  word.in
+  " \cite{" * crossref * "}" *
+}
+FUNCTION {format.book.crossref}
+{ volume duplicate$ empty$
+    { "empty volume in " cite$ * "'s crossref of " * crossref * warning$
+      pop$ word.in
+    }
+    { bbl.volume
+      capitalize
+      swap$ tie.or.space.prefix "volume" bibinfo.check * * bbl.of space.word *
+    }
+  if$
+  " \cite{" * crossref * "}" *
+}
+FUNCTION {format.incoll.inproc.crossref}
+{
+  word.in
+  " \cite{" * crossref * "}" *
+}
+FUNCTION {format.org.or.pub}
+{ 't :=
+  ""
+  address empty$ t empty$ and
+    'skip$
+    {
+      t empty$
+        { address "address" bibinfo.check *
+        }
+        { t *
+          address empty$
+            'skip$
+            { ", " * address "address" bibinfo.check * }
+          if$
+        }
+      if$
+    }
+  if$
+}
+FUNCTION {format.publisher.address}
+{ publisher "publisher" bibinfo.warn format.org.or.pub
+}
+
+FUNCTION {format.organization.address}
+{ organization "organization" bibinfo.check format.org.or.pub
+}
+
+FUNCTION {article}
+{ output.bibitem
+  format.authors "author" output.check
+  author format.key output
+  format.date "year" output.check
+  date.block
+  format.title "title" output.check
+  new.block
+  crossref missing$
+    {
+      journal
+      "journal" bibinfo.check
+      emphasize
+      "journal" output.check
+      format.vol.num.pages output
+    }
+    { format.article.crossref output.nonnull
+      format.pages output
+    }
+  if$
+  format.issn output
+  format.doi output
+  new.block
+  format.note output
+  format.eprint output
+  format.url output
+  fin.entry
+}
+FUNCTION {book}
+{ output.bibitem
+  author empty$
+    { format.editors "author and editor" output.check
+      editor format.key output
+    }
+    { format.authors output.nonnull
+      crossref missing$
+        { "author and editor" editor either.or.check }
+        'skip$
+      if$
+    }
+  if$
+  format.date "year" output.check
+  date.block
+  format.btitle "title" output.check
+  crossref missing$
+    { format.bvolume output
+      new.block
+      format.number.series output
+      format.edition output
+      new.sentence
+      format.publisher.address output
+    }
+    {
+      new.block
+      format.book.crossref output.nonnull
+    }
+  if$
+  format.isbn output
+  format.doi output
+  new.block
+  format.note output
+  format.eprint output
+  format.url output
+  fin.entry
+}
+FUNCTION {booklet}
+{ output.bibitem
+  format.authors output
+  author format.key output
+  format.date "year" output.check
+  date.block
+  format.title "title" output.check
+  new.block
+  howpublished "howpublished" bibinfo.check output
+  address "address" bibinfo.check output
+  format.isbn output
+  format.doi output
+  new.block
+  format.note output
+  format.eprint output
+  format.url output
+  fin.entry
+}
+
+FUNCTION {inbook}
+{ output.bibitem
+  author empty$
+    { format.editors "author and editor" output.check
+      editor format.key output
+    }
+    { format.authors output.nonnull
+      crossref missing$
+        { "author and editor" editor either.or.check }
+        'skip$
+      if$
+    }
+  if$
+  format.date "year" output.check
+  date.block
+  format.btitle "title" output.check
+  crossref missing$
+    {
+      format.bvolume output
+      format.chapter.pages "chapter and pages" output.check
+      new.block
+      format.number.series output
+      format.edition output
+      new.sentence
+      format.publisher.address output
+    }
+    {
+      format.chapter.pages "chapter and pages" output.check
+      new.block
+      format.book.crossref output.nonnull
+    }
+  if$
+  crossref missing$
+    { format.isbn output }
+    'skip$
+  if$
+  format.doi output
+  new.block
+  format.note output
+  format.eprint output
+  format.url output
+  fin.entry
+}
+
+FUNCTION {incollection}
+{ output.bibitem
+  format.authors "author" output.check
+  author format.key output
+  format.date "year" output.check
+  date.block
+  format.title "title" output.check
+  new.block
+  crossref missing$
+    { format.in.ed.booktitle "booktitle" output.check
+      format.bvolume output
+      format.number.series output
+      format.edition output
+      format.chapter.pages output
+      new.sentence
+      format.publisher.address output
+      format.isbn output
+    }
+    { format.incoll.inproc.crossref output.nonnull
+      format.chapter.pages output
+    }
+  if$
+  format.doi output
+  new.block
+  format.note output
+  format.eprint output
+  format.url output
+  fin.entry
+}
+FUNCTION {inproceedings}
+{ output.bibitem
+  format.authors "author" output.check
+  author format.key output
+  format.date "year" output.check
+  date.block
+  format.title "title" output.check
+  new.block
+  crossref missing$
+    { format.in.ed.booktitle "booktitle" output.check
+      format.bvolume output
+      format.number.series output
+      format.pages output
+      new.sentence
+      publisher empty$
+        { format.organization.address output }
+        { organization "organization" bibinfo.check output
+          format.publisher.address output
+        }
+      if$
+      format.isbn output
+      format.issn output
+    }
+    { format.incoll.inproc.crossref output.nonnull
+      format.pages output
+    }
+  if$
+  format.doi output
+  new.block
+  format.note output
+  format.eprint output
+  format.url output
+  fin.entry
+}
+FUNCTION {conference} { inproceedings }
+FUNCTION {manual}
+{ output.bibitem
+  format.authors output
+  author format.key output
+  format.date "year" output.check
+  date.block
+  format.btitle "title" output.check
+  organization address new.block.checkb
+  organization "organization" bibinfo.check output
+  address "address" bibinfo.check output
+  format.edition output
+  format.doi output
+  new.block
+  format.note output
+  format.eprint output
+  format.url output
+  fin.entry
+}
+
+FUNCTION {mastersthesis}
+{ output.bibitem
+  format.authors "author" output.check
+  author format.key output
+  format.date "year" output.check
+  date.block
+  format.btitle
+  "title" output.check
+  new.block
+  bbl.mthesis format.thesis.type output.nonnull
+  school "school" bibinfo.warn output
+  address "address" bibinfo.check output
+  format.doi output
+  new.block
+  format.note output
+  format.eprint output
+  format.url output
+  fin.entry
+}
+
+FUNCTION {misc}
+{ output.bibitem
+  format.authors output
+  author format.key output
+  format.date "year" output.check
+  date.block
+  format.title output
+  new.block
+  howpublished "howpublished" bibinfo.check output
+  format.doi output
+  new.block
+  format.note output
+  format.eprint output
+  format.url output
+  fin.entry
+}
+FUNCTION {phdthesis}
+{ output.bibitem
+  format.authors "author" output.check
+  author format.key output
+  format.date "year" output.check
+  date.block
+  format.btitle
+  "title" output.check
+  new.block
+  bbl.phdthesis format.thesis.type output.nonnull
+  school "school" bibinfo.warn output
+  address "address" bibinfo.check output
+  format.doi output
+  new.block
+  format.note output
+  format.eprint output
+  format.url output
+  fin.entry
+}
+
+FUNCTION {proceedings}
+{ output.bibitem
+  format.editors output
+  editor format.key output
+  format.date "year" output.check
+  date.block
+  format.btitle "title" output.check
+  format.bvolume output
+  format.number.series output
+  new.sentence
+  publisher empty$
+    { format.organization.address output }
+    { organization "organization" bibinfo.check output
+      format.publisher.address output
+    }
+  if$
+  format.isbn output
+  format.issn output
+  format.doi output
+  new.block
+  format.note output
+  format.eprint output
+  format.url output
+  fin.entry
+}
+
+FUNCTION {techreport}
+{ output.bibitem
+  format.authors "author" output.check
+  author format.key output
+  format.date "year" output.check
+  date.block
+  format.title
+  "title" output.check
+  new.block
+  format.tr.number emphasize output.nonnull
+  institution "institution" bibinfo.warn output
+  address "address" bibinfo.check output
+  format.doi output
+  new.block
+  format.note output
+  format.eprint output
+  format.url output
+  fin.entry
+}
+
+FUNCTION {unpublished}
+{ output.bibitem
+  format.authors "author" output.check
+  author format.key output
+  format.date "year" output.check
+  date.block
+  format.title "title" output.check
+  format.doi output
+  new.block
+  format.note "note" output.check
+  format.eprint output
+  format.url output
+  fin.entry
+}
+
+FUNCTION {default.type} { misc }
+READ
+FUNCTION {sortify}
+{ purify$
+  "l" change.case$
+}
+INTEGERS { len }
+FUNCTION {chop.word}
+{ 's :=
+  'len :=
+  s #1 len substring$ =
+    { s len #1 + global.max$ substring$ }
+    's
+  if$
+}
+FUNCTION {format.lab.names}
+{ 's :=
+  "" 't :=
+  s #1 "{vv~}{ll}" format.name$
+  s num.names$ duplicate$
+  #2 >
+    { pop$
+      " " * bbl.etal emphasize *
+    }
+    { #2 <
+        'skip$
+        { s #2 "{ff }{vv }{ll}{ jj}" format.name$ "others" =
+            {
+              " " * bbl.etal emphasize *
+            }
+            { bbl.and space.word * s #2 "{vv~}{ll}" format.name$
+              * }
+          if$
+        }
+      if$
+    }
+  if$
+}
+
+FUNCTION {author.key.label}
+{ author empty$
+    { key empty$
+        { cite$ #1 #3 substring$ }
+        'key
+      if$
+    }
+    { author format.lab.names }
+  if$
+}
+
+FUNCTION {author.editor.key.label}
+{ author empty$
+    { editor empty$
+        { key empty$
+            { cite$ #1 #3 substring$ }
+            'key
+          if$
+        }
+        { editor format.lab.names }
+      if$
+    }
+    { author format.lab.names }
+  if$
+}
+
+FUNCTION {editor.key.label}
+{ editor empty$
+    { key empty$
+        { cite$ #1 #3 substring$ }
+        'key
+      if$
+    }
+    { editor format.lab.names }
+  if$
+}
+
+FUNCTION {calc.short.authors}
+{ type$ "book" =
+  type$ "inbook" =
+  or
+    'author.editor.key.label
+    { type$ "proceedings" =
+        'editor.key.label
+        'author.key.label
+      if$
+    }
+  if$
+  'short.list :=
+}
+
+FUNCTION {calc.label}
+{ calc.short.authors
+  short.list
+  "("
+  *
+  year duplicate$ empty$
+  short.list key field.or.null = or
+     { pop$ "" }
+     'skip$
+  if$
+  *
+  'label :=
+}
+
+FUNCTION {sort.format.names}
+{ 's :=
+  #1 'nameptr :=
+  ""
+  s num.names$ 'numnames :=
+  numnames 'namesleft :=
+    { namesleft #0 > }
+    { s nameptr
+      "{vv{ } }{ll{ }}{  f{ }}{  jj{ }}"
+      format.name$ 't :=
+      nameptr #1 >
+        {
+          "   "  *
+          namesleft #1 = t "others" = and
+            { "zzzzz" 't := }
+            'skip$
+          if$
+          t sortify *
+        }
+        { t sortify * }
+      if$
+      nameptr #1 + 'nameptr :=
+      namesleft #1 - 'namesleft :=
+    }
+  while$
+}
+
+FUNCTION {sort.format.title}
+{ 't :=
+  "A " #2
+    "An " #3
+      "The " #4 t chop.word
+    chop.word
+  chop.word
+  sortify
+  #1 global.max$ substring$
+}
+FUNCTION {author.sort}
+{ author empty$
+    { key empty$
+        { "to sort, need author or key in " cite$ * warning$
+          ""
+        }
+        { key sortify }
+      if$
+    }
+    { author sort.format.names }
+  if$
+}
+FUNCTION {author.editor.sort}
+{ author empty$
+    { editor empty$
+        { key empty$
+            { "to sort, need author, editor, or key in " cite$ * warning$
+              ""
+            }
+            { key sortify }
+          if$
+        }
+        { editor sort.format.names }
+      if$
+    }
+    { author sort.format.names }
+  if$
+}
+FUNCTION {editor.sort}
+{ editor empty$
+    { key empty$
+        { "to sort, need editor or key in " cite$ * warning$
+          ""
+        }
+        { key sortify }
+      if$
+    }
+    { editor sort.format.names }
+  if$
+}
+FUNCTION {presort}
+{ calc.label
+  label sortify
+  "    "
+  *
+  type$ "book" =
+  type$ "inbook" =
+  or
+    'author.editor.sort
+    { type$ "proceedings" =
+        'editor.sort
+        'author.sort
+      if$
+    }
+  if$
+  #1 entry.max$ substring$
+  'sort.label :=
+  sort.label
+  *
+  "    "
+  *
+  title field.or.null
+  sort.format.title
+  *
+  #1 entry.max$ substring$
+  'sort.key$ :=
+}
+
+ITERATE {presort}
+SORT
+STRINGS { last.label next.extra }
+INTEGERS { last.extra.num last.extra.num.extended last.extra.num.blank number.label }
+FUNCTION {initialize.extra.label.stuff}
+{ #0 int.to.chr$ 'last.label :=
+  "" 'next.extra :=
+  #0 'last.extra.num :=
+  "a" chr.to.int$ #1 - 'last.extra.num.blank :=
+  last.extra.num.blank 'last.extra.num.extended :=
+  #0 'number.label :=
+}
+FUNCTION {forward.pass}
+{ last.label label =
+    { last.extra.num #1 + 'last.extra.num :=
+      last.extra.num "z" chr.to.int$ >
+       { "a" chr.to.int$ 'last.extra.num :=
+         last.extra.num.extended #1 + 'last.extra.num.extended :=
+       }
+       'skip$
+      if$
+      last.extra.num.extended last.extra.num.blank >
+        { last.extra.num.extended int.to.chr$
+          last.extra.num int.to.chr$
+          * 'extra.label := }
+        { last.extra.num int.to.chr$ 'extra.label := }
+      if$
+    }
+    { "a" chr.to.int$ 'last.extra.num :=
+      "" 'extra.label :=
+      label 'last.label :=
+    }
+  if$
+  number.label #1 + 'number.label :=
+}
+FUNCTION {reverse.pass}
+{ next.extra "b" =
+    { "a" 'extra.label := }
+    'skip$
+  if$
+  extra.label 'next.extra :=
+  extra.label
+  duplicate$ empty$
+    'skip$
+    { "{\natexlab{" swap$ * "}}" * }
+  if$
+  'extra.label :=
+  label extra.label * 'label :=
+}
+EXECUTE {initialize.extra.label.stuff}
+ITERATE {forward.pass}
+REVERSE {reverse.pass}
+FUNCTION {bib.sort.order}
+{ sort.label
+  "    "
+  *
+  year field.or.null sortify
+  *
+  "    "
+  *
+  title field.or.null
+  sort.format.title
+  *
+  #1 entry.max$ substring$
+  'sort.key$ :=
+}
+ITERATE {bib.sort.order}
+SORT
+FUNCTION {begin.bib}
+{ preamble$ empty$
+    'skip$
+    { preamble$ write$ newline$ }
+  if$
+  "\begin{thebibliography}{" number.label int.to.str$ * "}" *
+  write$ newline$
+  "\newcommand{\enquote}[1]{``#1''}"
+  write$ newline$
+  "\providecommand{\natexlab}[1]{#1}"
+  write$ newline$
+  "\providecommand{\url}[1]{\texttt{#1}}"
+  write$ newline$
+  "\providecommand{\urlprefix}{URL }"
+  write$ newline$
+  "\expandafter\ifx\csname urlstyle\endcsname\relax"
+  write$ newline$
+  "  \providecommand{\doi}[1]{doi:\discretionary{}{}{}#1}\else"
+  write$ newline$
+  "  \providecommand{\doi}{doi:\discretionary{}{}{}\begingroup \urlstyle{rm}\Url}\fi"
+  write$ newline$
+  "\providecommand{\eprint}[2][]{\url{#2}}"
+  write$ newline$
+}
+EXECUTE {begin.bib}
+EXECUTE {init.state.consts}
+ITERATE {call.type$}
+FUNCTION {end.bib}
+{ newline$
+  "\end{thebibliography}" write$ newline$
+}
+EXECUTE {end.bib}
+%% End of customized bst file
+%%
+%% End of file `jss.bst'.
diff --git a/vignettes/jss.cls b/vignettes/jss.cls
new file mode 100644
index 0000000..c38b8f6
--- /dev/null
+++ b/vignettes/jss.cls
@@ -0,0 +1,509 @@
+%%
+%% This is file `jss.cls',
+%% generated with the docstrip utility.
+%%
+%% The original source files were:
+%%
+%% jss.dtx  (with options: `class')
+%% 
+%% IMPORTANT NOTICE:
+%% 
+%% For the copyright see the source file.
+%% 
+%% Any modified versions of this file must be renamed
+%% with new filenames distinct from jss.cls.
+%% 
+%% For distribution of the original source see the terms
+%% for copying and modification in the file jss.dtx.
+%% 
+%% This generated file may be distributed as long as the
+%% original source files, as listed above, are part of the
+%% same distribution. (The sources need not necessarily be
+%% in the same archive or directory.)
+\def\fileversion{3.0}
+\def\filename{jss}
+\def\filedate{2015/09/01}
+%%
+%% Package `jss' to use with LaTeX2e for JSS publications (http://www.jstatsoft.org/)
+%% License: GPL-2 | GPL-3
+%% Copyright: (C) Achim Zeileis
+%% Please report errors to Achim.Zeileis@R-project.org
+%%
+\NeedsTeXFormat{LaTeX2e}
+\ProvidesClass{jss}[\filedate\space\fileversion\space jss class by Achim Zeileis]
+%% options
+\newif\if@article
+\newif\if@codesnippet
+\newif\if@bookreview
+\newif\if@softwarereview
+\newif\if@review
+\newif\if@shortnames
+\newif\if@nojss
+\newif\if@notitle
+\newif\if@noheadings
+\newif\if@nofooter
+
+\@articletrue
+\@codesnippetfalse
+\@bookreviewfalse
+\@softwarereviewfalse
+\@reviewfalse
+\@shortnamesfalse
+\@nojssfalse
+\@notitlefalse
+\@noheadingsfalse
+\@nofooterfalse
+
+\DeclareOption{article}{\@articletrue%
+  \@codesnippetfalse \@bookreviewfalse \@softwarereviewfalse}
+\DeclareOption{codesnippet}{\@articlefalse%
+  \@codesnippettrue \@bookreviewfalse \@softwarereviewfalse}
+\DeclareOption{bookreview}{\@articlefalse%
+  \@codesnippetfalse \@bookreviewtrue \@softwarereviewfalse}
+\DeclareOption{softwarereview}{\@articlefalse%
+  \@codesnippetfalse \@bookreviewfalse \@softwarereviewtrue}
+\DeclareOption{shortnames}{\@shortnamestrue}
+\DeclareOption{nojss}{\@nojsstrue}
+\DeclareOption{notitle}{\@notitletrue}
+\DeclareOption{noheadings}{\@noheadingstrue}
+\DeclareOption{nofooter}{\@nofootertrue}
+
+\ProcessOptions
+\LoadClass[11pt,a4paper,twoside]{article}
+%% required packages
+\RequirePackage{graphicx,color,ae,fancyvrb}
+\RequirePackage[T1]{fontenc}
+\IfFileExists{upquote.sty}{\RequirePackage{upquote}}{}
+%% bibliography
+\if@shortnames
+  \usepackage[authoryear,round]{natbib}
+\else
+  \usepackage[authoryear,round,longnamesfirst]{natbib}
+\fi
+\bibpunct{(}{)}{;}{a}{}{,}
+\bibliographystyle{jss}
+%% page layout
+\topmargin 0pt
+\textheight 46\baselineskip
+\advance\textheight by \topskip
+\oddsidemargin 0.1in
+\evensidemargin 0.15in
+\marginparwidth 1in
+\oddsidemargin 0.125in
+\evensidemargin 0.125in
+\marginparwidth 0.75in
+\textwidth 6.125in
+%% paragraphs
+\setlength{\parskip}{0.7ex plus0.1ex minus0.1ex}
+\setlength{\parindent}{0em}
+%% for all publications
+\newcommand{\Address}[1]{\def\@Address{#1}}
+\newcommand{\Plaintitle}[1]{\def\@Plaintitle{#1}}
+\newcommand{\Shorttitle}[1]{\def\@Shorttitle{#1}}
+\newcommand{\Plainauthor}[1]{\def\@Plainauthor{#1}}
+\newcommand{\Volume}[1]{\def\@Volume{#1}}
+\newcommand{\Year}[1]{\def\@Year{#1}}
+\newcommand{\Month}[1]{\def\@Month{#1}}
+\newcommand{\Issue}[1]{\def\@Issue{#1}}
+\newcommand{\Submitdate}[1]{\def\@Submitdate{#1}}
+%% for articles and code snippets
+\newcommand{\Acceptdate}[1]{\def\@Acceptdate{#1}}
+\newcommand{\Abstract}[1]{\def\@Abstract{#1}}
+\newcommand{\Keywords}[1]{\def\@Keywords{#1}}
+\newcommand{\Plainkeywords}[1]{\def\@Plainkeywords{#1}}
+%% for book and software reviews
+\newcommand{\Reviewer}[1]{\def\@Reviewer{#1}}
+\newcommand{\Booktitle}[1]{\def\@Booktitle{#1}}
+\newcommand{\Bookauthor}[1]{\def\@Bookauthor{#1}}
+\newcommand{\Publisher}[1]{\def\@Publisher{#1}}
+\newcommand{\Pubaddress}[1]{\def\@Pubaddress{#1}}
+\newcommand{\Pubyear}[1]{\def\@Pubyear{#1}}
+\newcommand{\ISBN}[1]{\def\@ISBN{#1}}
+\newcommand{\Pages}[1]{\def\@Pages{#1}}
+\newcommand{\Price}[1]{\def\@Price{#1}}
+\newcommand{\Plainreviewer}[1]{\def\@Plainreviewer{#1}}
+\newcommand{\Softwaretitle}[1]{\def\@Softwaretitle{#1}}
+\newcommand{\URL}[1]{\def\@URL{#1}}
+\newcommand{\DOI}[1]{\def\@DOI{#1}}
+%% for internal use
+\newcommand{\Seriesname}[1]{\def\@Seriesname{#1}}
+\newcommand{\Hypersubject}[1]{\def\@Hypersubject{#1}}
+\newcommand{\Hyperauthor}[1]{\def\@Hyperauthor{#1}}
+\newcommand{\Footername}[1]{\def\@Footername{#1}}
+\newcommand{\Firstdate}[1]{\def\@Firstdate{#1}}
+\newcommand{\Seconddate}[1]{\def\@Seconddate{#1}}
+\newcommand{\Reviewauthor}[1]{\def\@Reviewauthor{#1}}
+%% defaults
+\author{Firstname Lastname\\Affiliation}
+\title{Title}
+\Abstract{---!!!---an abstract is required---!!!---}
+\Plainauthor{\@author}
+\Volume{VV}
+\Year{YYYY}
+\Month{MMMMMM}
+\Issue{II}
+\Submitdate{yyyy-mm-dd}
+\Acceptdate{yyyy-mm-dd}
+\Address{
+  Firstname Lastname\\
+  Affiliation\\
+  Address, Country\\
+  E-mail: \email{name@address}\\
+  URL: \url{http://link/to/webpage/}
+}
+
+\Reviewer{Firstname Lastname\\Affiliation}
+\Plainreviewer{Firstname Lastname}
+\Booktitle{Book Title}
+\Bookauthor{Book Author}
+\Publisher{Publisher}
+\Pubaddress{Publisher's Address}
+\Pubyear{YYY}
+\ISBN{x-xxxxx-xxx-x}
+\Pages{xv + 123}
+\Price{USD 69.95 (P)}
+\URL{http://link/to/webpage/}
+\DOI{10.18637/jss.v000.i00}
+\if@article
+  \Seriesname{Issue}
+  \Hypersubject{Journal of Statistical Software}
+  \Plaintitle{\@title}
+  \Shorttitle{\@title}
+  \Plainkeywords{\@Keywords}
+\fi
+
+\if@codesnippet
+  \Seriesname{Code Snippet}
+  \Hypersubject{Journal of Statistical Software -- Code Snippets}
+  \Plaintitle{\@title}
+  \Shorttitle{\@title}
+  \Plainkeywords{\@Keywords}
+\fi
+
+\if@bookreview
+  \Seriesname{Book Review}
+  \Hypersubject{Journal of Statistical Software -- Book Reviews}
+  \Plaintitle{\@Booktitle}
+  \Shorttitle{\@Booktitle}
+  \Reviewauthor{\@Bookauthor\\
+                \@Publisher, \@Pubaddress, \@Pubyear.\\
+                ISBN~\@ISBN. \@Pages~pp. \@Price.\\
+                \url{\@URL}}
+  \Plainkeywords{}
+  \@reviewtrue
+\fi
+
+\if@softwarereview
+  \Seriesname{Software Review}
+  \Hypersubject{Journal of Statistical Software -- Software Reviews}
+  \Plaintitle{\@Softwaretitle}
+  \Shorttitle{\@Softwaretitle}
+  \Booktitle{\@Softwaretitle}
+  \Reviewauthor{\@Publisher, \@Pubaddress. \@Price.\\
+                \url{\@URL}}
+  \Plainkeywords{}
+  \@reviewtrue
+\fi
+
+\if@review
+  \Hyperauthor{\@Plainreviewer}
+  \Keywords{}
+  \Footername{Reviewer}
+  \Firstdate{\textit{Published:} \@Submitdate}
+  \Seconddate{}
+\else
+  \Hyperauthor{\@Plainauthor}
+  \Keywords{---!!!---at least one keyword is required---!!!---}
+  \Footername{Affiliation}
+  \Firstdate{\textit{Submitted:} \@Submitdate}
+  \Seconddate{\textit{Accepted:} \@Acceptdate}
+\fi
+%% Sweave(-like)
+\DefineVerbatimEnvironment{Sinput}{Verbatim}{fontshape=sl}
+\DefineVerbatimEnvironment{Soutput}{Verbatim}{}
+\DefineVerbatimEnvironment{Scode}{Verbatim}{fontshape=sl}
+\newenvironment{Schunk}{}{}
+\DefineVerbatimEnvironment{Code}{Verbatim}{}
+\DefineVerbatimEnvironment{CodeInput}{Verbatim}{fontshape=sl}
+\DefineVerbatimEnvironment{CodeOutput}{Verbatim}{}
+\newenvironment{CodeChunk}{}{}
+\setkeys{Gin}{width=0.8\textwidth}
+%% footer
+\newlength{\footerskip}
+\setlength{\footerskip}{2.5\baselineskip plus 2ex minus 0.5ex}
+
+\newcommand{\makefooter}{%
+  \vspace{\footerskip}
+
+  \if@nojss
+    \begin{samepage}
+    \textbf{\large \@Footername: \nopagebreak}\\[.3\baselineskip] \nopagebreak
+    \@Address \nopagebreak
+    \end{samepage}
+  \else
+    \begin{samepage}
+    \textbf{\large \@Footername: \nopagebreak}\\[.3\baselineskip] \nopagebreak
+    \@Address \nopagebreak
+    \vfill
+    \hrule \nopagebreak
+    \vspace{.1\baselineskip}
+    {\fontfamily{pzc} \fontsize{13}{15} \selectfont Journal of Statistical Software}
+    \hfill
+    \url{http://www.jstatsoft.org/}\\ \nopagebreak
+    published by the Foundation for Open Access Statistics
+    \hfill
+    \url{http://www.foastat.org/}\\[.3\baselineskip] \nopagebreak
+    {\@Month{} \@Year, Volume~\@Volume, \@Seriesname~\@Issue}
+    \hfill
+    \@Firstdate\\ \nopagebreak
+    {\href{http://dx.doi.org/\@DOI}{\tt doi:\@DOI}}
+    \hfill
+    \@Seconddate  \nopagebreak
+    \vspace{.3\baselineskip}
+    \hrule
+    \end{samepage}
+  \fi
+}
+\if@nofooter
+  %% \AtEndDocument{\makefooter}
+\else
+  \AtEndDocument{\makefooter}
+\fi
+%% required packages
+\RequirePackage{hyperref}
+%% new \maketitle
+\def\@myoddhead{
+  {\color{white} JSS}\\[-1.42cm]
+  \hspace{-2em} \includegraphics[height=23mm,keepaspectratio]{jsslogo} \hfill
+  \parbox[b][23mm]{118mm}{\hrule height 3pt
+   \center{
+   {\fontfamily{pzc} \fontsize{28}{32} \selectfont Journal of Statistical Software}
+   \vfill
+   {\it \small \@Month{} \@Year, Volume~\@Volume, \@Seriesname~\@Issue.%
+            \hfill \href{http://dx.doi.org/\@DOI}{doi:\,\@DOI}}}\\[0.1cm]
+     \hrule height 3pt}}
+\if@review
+  \renewcommand{\maketitle}{
+  \if@nojss
+    %% \@oddhead{\@myoddhead}\\[3\baselineskip]
+  \else
+    \@oddhead{\@myoddhead}\\[3\baselineskip]
+  \fi
+    {\large
+    \noindent
+    Reviewer: \@Reviewer
+    \vspace{\baselineskip}
+    \hrule
+    \vspace{\baselineskip}
+    \textbf{\@Booktitle}
+    \begin{quotation} \noindent
+    \@Reviewauthor
+    \end{quotation}
+    \vspace{0.7\baselineskip}
+    \hrule
+    \vspace{1.3\baselineskip}
+    }
+
+    \thispagestyle{empty}
+    \if@nojss
+      \markboth{\centerline{\@Shorttitle}}{\centerline{\@Hyperauthor}}
+    \else
+      \markboth{\centerline{\@Shorttitle}}{\centerline{\@Hypersubject}}
+    \fi
+    \pagestyle{myheadings}
+  }
+\else
+  \def\maketitle{
+  \if@nojss
+    %% \@oddhead{\@myoddhead} \par
+  \else
+    \@oddhead{\@myoddhead} \par
+  \fi
+   \begingroup
+     \def\thefootnote{\fnsymbol{footnote}}
+     \def\@makefnmark{\hbox to 0pt{$^{\@thefnmark}$\hss}}
+     \long\def\@makefntext##1{\parindent 1em\noindent
+                              \hbox to1.8em{\hss $\m@th ^{\@thefnmark}$}##1}
+     \@maketitle \@thanks
+   \endgroup
+   \setcounter{footnote}{0}
+
+   \if@noheadings
+    %% \markboth{\centerline{\@Shorttitle}}{\centerline{\@Hypersubject}}
+    \else
+     \thispagestyle{empty}
+      \if@nojss
+        \markboth{\centerline{\@Shorttitle}}{\centerline{\@Hyperauthor}}
+      \else
+        \markboth{\centerline{\@Shorttitle}}{\centerline{\@Hypersubject}}
+      \fi
+     \pagestyle{myheadings}
+   \fi
+
+   \let\maketitle\relax \let\@maketitle\relax
+   \gdef\@thanks{}\gdef\@author{}\gdef\@title{}\let\thanks\relax
+  }
+
+  \def\@maketitle{\vbox{\hsize\textwidth \linewidth\hsize
+  \if@nojss
+    %% \vskip 1in
+  \else
+    \vskip 1in
+  \fi
+   {\centering
+   {\LARGE\bf \@title\par}
+   \vskip 0.2in plus 1fil minus 0.1in
+   {
+       \def\and{\unskip\enspace{\rm and}\enspace}%
+       \def\And{\end{tabular}\hss \egroup \hskip 1in plus 2fil
+          \hbox to 0pt\bgroup\hss \begin{tabular}[t]{c}\large\bf\rule{\z@}{24pt}\ignorespaces}%
+       \def\AND{\end{tabular}\hss\egroup \hfil\hfil\egroup
+          \vskip 0.1in plus 1fil minus 0.05in
+          \hbox to \linewidth\bgroup\rule{\z@}{10pt} \hfil\hfil
+          \hbox to 0pt\bgroup\hss \begin{tabular}[t]{c}\large\bf\rule{\z@}{24pt}\ignorespaces}
+       \hbox to \linewidth\bgroup\rule{\z@}{10pt} \hfil\hfil
+       \hbox to 0pt\bgroup\hss \begin{tabular}[t]{c}\large\bf\rule{\z@}{24pt}\@author
+       \end{tabular}\hss\egroup
+   \hfil\hfil\egroup}
+   \vskip 0.3in minus 0.1in
+   \hrule
+   \begin{abstract}
+   \@Abstract
+   \end{abstract}}
+   \textit{Keywords}:~\@Keywords.
+   \vskip 0.1in minus 0.05in
+   \hrule
+   \vskip 0.2in minus 0.1in
+  }}
+\fi
+%% sections, subsections, and subsubsections
+\newlength{\preXLskip}
+\newlength{\preLskip}
+\newlength{\preMskip}
+\newlength{\preSskip}
+\newlength{\postMskip}
+\newlength{\postSskip}
+\setlength{\preXLskip}{1.8\baselineskip plus 0.5ex minus 0ex}
+\setlength{\preLskip}{1.5\baselineskip plus 0.3ex minus 0ex}
+\setlength{\preMskip}{1\baselineskip plus 0.2ex minus 0ex}
+\setlength{\preSskip}{.8\baselineskip plus 0.2ex minus 0ex}
+\setlength{\postMskip}{.5\baselineskip plus 0ex minus 0.1ex}
+\setlength{\postSskip}{.3\baselineskip plus 0ex minus 0.1ex}
+
+\newcommand{\jsssec}[2][default]{\vskip \preXLskip%
+  \pdfbookmark[1]{#1}{Section.\thesection.#1}%
+  \refstepcounter{section}%
+  \centerline{\textbf{\Large \thesection. #2}} \nopagebreak
+  \vskip \postMskip \nopagebreak}
+\newcommand{\jsssecnn}[1]{\vskip \preXLskip%
+  \centerline{\textbf{\Large #1}} \nopagebreak
+  \vskip \postMskip \nopagebreak}
+
+\newcommand{\jsssubsec}[2][default]{\vskip \preMskip%
+  \pdfbookmark[2]{#1}{Subsection.\thesubsection.#1}%
+  \refstepcounter{subsection}%
+  \textbf{\large \thesubsection. #2} \nopagebreak
+  \vskip \postSskip \nopagebreak}
+\newcommand{\jsssubsecnn}[1]{\vskip \preMskip%
+  \textbf{\large #1} \nopagebreak
+  \vskip \postSskip \nopagebreak}
+
+\newcommand{\jsssubsubsec}[2][default]{\vskip \preSskip%
+  \pdfbookmark[3]{#1}{Subsubsection.\thesubsubsection.#1}%
+  \refstepcounter{subsubsection}%
+  {\large \textit{#2}} \nopagebreak
+  \vskip \postSskip \nopagebreak}
+\newcommand{\jsssubsubsecnn}[1]{\vskip \preSskip%
+  {\textit{\large #1}} \nopagebreak
+  \vskip \postSskip \nopagebreak}
+
+\newcommand{\jsssimplesec}[2][default]{\vskip \preLskip%
+%%  \pdfbookmark[1]{#1}{Section.\thesection.#1}%
+  \refstepcounter{section}%
+  \textbf{\large #1} \nopagebreak
+  \vskip \postSskip \nopagebreak}
+\newcommand{\jsssimplesecnn}[1]{\vskip \preLskip%
+  \textbf{\large #1} \nopagebreak
+  \vskip \postSskip \nopagebreak}
+
+\if@review
+  \renewcommand{\section}{\secdef \jsssimplesec \jsssimplesecnn}
+  \renewcommand{\subsection}{\secdef \jsssimplesec \jsssimplesecnn}
+  \renewcommand{\subsubsection}{\secdef \jsssimplesec \jsssimplesecnn}
+\else
+  \renewcommand{\section}{\secdef \jsssec \jsssecnn}
+  \renewcommand{\subsection}{\secdef \jsssubsec \jsssubsecnn}
+  \renewcommand{\subsubsection}{\secdef \jsssubsubsec \jsssubsubsecnn}
+\fi
+%% colors
+\definecolor{Red}{rgb}{0.5,0,0}
+\definecolor{Blue}{rgb}{0,0,0.5}
+\if@review
+  \hypersetup{%
+    hyperindex = {true},
+    colorlinks = {true},
+    linktocpage = {true},
+    plainpages = {false},
+    linkcolor = {Blue},
+    citecolor = {Blue},
+    urlcolor = {Red},
+    pdfstartview = {Fit},
+    pdfpagemode = {None},
+    pdfview = {XYZ null null null}
+  }
+\else
+  \hypersetup{%
+    hyperindex = {true},
+    colorlinks = {true},
+    linktocpage = {true},
+    plainpages = {false},
+    linkcolor = {Blue},
+    citecolor = {Blue},
+    urlcolor = {Red},
+    pdfstartview = {Fit},
+    pdfpagemode = {UseOutlines},
+    pdfview = {XYZ null null null}
+  }
+\fi
+\if@nojss
+  \AtBeginDocument{
+    \hypersetup{%
+      pdfauthor = {\@Hyperauthor},
+      pdftitle = {\@Plaintitle},
+      pdfkeywords = {\@Plainkeywords}
+    }
+  }
+\else
+  \AtBeginDocument{
+    \hypersetup{%
+      pdfauthor = {\@Hyperauthor},
+      pdftitle = {\@Plaintitle},
+      pdfsubject = {\@Hypersubject},
+      pdfkeywords = {\@Plainkeywords}
+    }
+  }
+\fi
+\if@notitle
+  %% \AtBeginDocument{\maketitle}
+\else
+  \AtBeginDocument{\maketitle}
+\fi
+%% commands
+\newcommand\code{\bgroup\@makeother\_\@makeother\~\@makeother\$\@codex}
+\def\@codex#1{{\normalfont\ttfamily\hyphenchar\font=-1 #1}\egroup}
+%%\let\code=\texttt
+\let\proglang=\textsf
+\newcommand{\pkg}[1]{{\fontseries{b}\selectfont #1}}
+\newcommand{\email}[1]{\href{mailto:#1}{\normalfont\texttt{#1}}}
+\ifx\csname urlstyle\endcsname\relax
+  \newcommand\@doi[1]{doi:\discretionary{}{}{}#1}\else
+  \newcommand\@doi{doi:\discretionary{}{}{}\begingroup
+\urlstyle{tt}\Url}\fi
+\newcommand{\doi}[1]{\href{http://dx.doi.org/#1}{\normalfont\texttt{\@doi{#1}}}}
+\newcommand{\E}{\mathsf{E}}
+\newcommand{\VAR}{\mathsf{VAR}}
+\newcommand{\COV}{\mathsf{COV}}
+\newcommand{\Prob}{\mathsf{P}}
+\endinput
+%%
+%% End of file `jss.cls'.
diff --git a/vignettes/refs.bib b/vignettes/refs.bib
index 6da6794..4cf3772 100644
--- a/vignettes/refs.bib
+++ b/vignettes/refs.bib
@@ -10,7 +10,7 @@ @article{ABN12
 }
 
 @book{guting05,
-  title={Moving objects databases},
+  title={Moving Objects Databases},
   author={G{\"u}ting, Ralf Hartmut and Schneider, Markus},
   year={2005},
   publisher={Elsevier}
@@ -31,7 +31,7 @@ @book{BRT15
 }
 
 @article{D85,
-	title={A kernel method for smoothing point process data},
+	title={A Kernel Method for Smoothing Point Process Data},
 	author={Diggle, Peter},
 	journal={Applied Statistics},
 	volume={34},
@@ -294,7 +294,7 @@ @book{D13
 
 
 @article{baddeley05,
-  title={\pkg{Spatstat}: an \proglang{R} package for analyzing spatial point patterns},
+  title={\pkg{Spatstat}: An \proglang{R} Package for Analyzing Spatial Point Patterns},
   author={Baddeley, Adrian and Turner, Rolf},
   journal = {Journal of Statistical Software, Articles},
    volume = {12},
@@ -384,7 +384,7 @@ @article{gloaguen15
 }
 
 @article{baddeley00,
-  title={Non-and semi-parametric estimation of interaction in inhomogeneous point patterns},
+  title={Non-and Semi-Parametric Estimation of Interaction in Inhomogeneous Point Patterns},
   author={Baddeley, Adrian and M{\o}ller, Jesper and Waagepetersen, Rasmus},
   journal={Statistica Neerlandica},
   volume={54},
@@ -402,7 +402,7 @@ @article{benes17
 }
 
 @article{calenge06,
-  title={The package \pkg{adehabitat} for the \proglang{R} software: a tool for the analysis of space and habitat use by animals},
+  title={The Package \pkg{adehabitat} for the \proglang{R} Software: A Tool for the Analysis of Space and Habitat Use by Animals},
   author={Calenge, Cl{\'e}ment},
   journal={Ecological modelling},
   volume={197},
@@ -422,14 +422,14 @@ @Manual{trip
   }
 
 @book{daley07,
-  title={An Introduction to The theory of Point Processes: Volume II: General Theory and Structure},
+  title={An Introduction to the Theory of Point Processes: Volume II: General Theory and Structure},
   author={Daley, Daryl J and Vere-Jones, David},
   year={2007},
   publisher={Springer-Verlag Science \& Business Media}
 }
 
 @article{jones93,
-  title={Simple boundary correction for kernel density estimation},
+  title={Simple Boundary Correction for Kernel Density Estimation},
   author={Jones, M Chris},
   journal={Statistics and Computing},
   volume={3},
@@ -443,13 +443,13 @@ @article{jones93
 @article{Ord78,
 author={Ord, J.K.},
 year={1978}, 
-title={How many trees in a forest?},
+title={How Many Trees in a Forest?},
 journal={Mathematical Sciences}, 
 volume={3},
 pages={23--33}
 }
 @article{BSV10,
-  title={On the {V}oronoi estimator for the intensity of an inhomogeneous planar Poisson process},
+  title={On the {V}oronoi Estimator for the Intensity of an Inhomogeneous Planar Poisson Process},
   author={Barr, Christopher D and Schoenberg, Frederic Paik},
   journal={Biometrika},
   volume={97},
@@ -460,7 +460,7 @@ @article{BSV10
 }
 
 @article{ripley77,
-  title={Modelling spatial patterns},
+  title={Modelling Spatial Patterns},
   author={Ripley, Brian D},
   journal={Journal of the Royal Statistical Society. Series B (Methodological)},
   volume={39},
@@ -471,7 +471,7 @@ @article{ripley77
 }
 
 @article{sumner2009,
-  title={Bayesian estimation of animal movement from archival and satellite tags},
+  title={Bayesian Estimation of Animal Movement from Archival and Satellite Tags},
   author={Sumner, Michael D and Wotherspoon, Simon J and Hindell, Mark A},
   journal={PLoS One},
   doi={https://doi.org/10.1371/journal.pone.0007324},
@@ -483,7 +483,7 @@ @article{sumner2009
 }
 
 @Manual{argosf,
-    title = {\pkg{argosfilter}: Argos locations filter},
+    title = {\pkg{argosfilter}: Argos Locations Flter},
     author = {Carla Freitas},
     year = {2012},
     note = {\proglang{R} package version 0.63},
@@ -491,7 +491,7 @@ @Manual{argosf
   }
   
   @Manual{animalTrack,
-    title = {\pkg{animalTrack}: Animal track reconstruction for high frequency 2-dimensional (2D) or 3-dimensional (3D) movement data},
+    title = {\pkg{animalTrack}: Animal Track Reconstruction for High Frequency 2-Dimensional (2D) or 3-Dimensional (3D) Movement Data},
     author = {Ed Farrell and Lee Fuiman},
     year = {2013},
     note = {\proglang{R} package version 1.0.0},
@@ -499,7 +499,7 @@ @Manual{animalTrack
   }
   
   @Manual{BBMM,
-    title = {\pkg{BBMM}: Brownian bridge movement model},
+    title = {\pkg{BBMM}: Brownian Bridge Movement Model},
     author = {Nielson, R. M. and Sawyer, H.  and McDonald, T. L.},
     year = {2013},
     note = {\proglang{R} package version 3.0},
@@ -507,7 +507,7 @@ @Manual{BBMM
   }
   
   @Manual{bcpa,
-    title = {\pkg{bcpa}: Behavioral change point analysis of animal movement},
+    title = {\pkg{bcpa}: Behavioral Change Point Analysis of Animal Movement},
     author = {Eliezer Gurarie},
     year = {2014},
     note = {\proglang{R} package version 1.1},
@@ -531,8 +531,7 @@ @Manual{BayesianAnimalTracker
     }
   
 @Manual{TrackReconstruction,
-    title = {\pkg{TrackReconstruction}: Reconstruct animal tracks from magnetometer, accelerometer, depth and optional speed data,
-depth and optional speed data.},
+    title = {\pkg{TrackReconstruction}: Reconstruct Animal Tracks from Magnetometer, Accelerometer, Depth and Optional Speed Data.},
     author = {Brian Battaile},
     year = {2014},
     note = {\proglang{R} package version 1.1},
@@ -540,7 +539,7 @@ @Manual{TrackReconstruction
   }
   
   @Manual{mkde,
-    title = {\pkg{mkde}: 2D and 3D movement-based kernel density estimates (MKDEs).},
+    title = {\pkg{mkde}: 2D and 3D Movement-Based Kernel Density Estimates (MKDEs).},
     author = {Jeff A. Tracey and James Sheppard and Jun Zhu and Robert Sinkovts and Amit Chourasia and Glenn Lockwood and Robert N. Fisher},
     year = {2014},
     note = {\proglang{R} package version 0.1},
@@ -548,7 +547,7 @@ @Manual{mkde
   }
   
   @Article{moveHMM,
-    title = {\pkg{moveHMM}: an \proglang{R} package for the statistical modelling of animal movement data using hidden Markov models},
+    title = {\pkg{moveHMM}: An \proglang{R} Package for the Statistical Modelling of Animal Movement Data Using Hidden Markov Models},
     author = {Theo Michelot and Roland Langrock and Toby A. Patterson},
     journal = {Methods in Ecology and Evolution},
     year = {2016},
@@ -558,7 +557,7 @@ @Article{moveHMM
   }
   
   @Article{V-Track,
-    title = {\pkg{V-Track}: software for analysing and visualising animal movement from acoustic telemetry detections},
+    title = {\pkg{V-Track}: Software for Analysing and Visualising Animal Movement from Acoustic Telemetry Detections},
    journal={Marine and Freshwater Research},
   volume={63},
   number={9},
@@ -577,7 +576,7 @@ @Manual{SimilarityMeasures
   }
   
   @article{FLightR,
-  title={\pkg{FLightR}: an \proglang{R} package for reconstructing animal paths from solar geolocation loggers},
+  title={\pkg{FLightR}: An \proglang{R} Package for Reconstructing Animal Paths from Solar Geolocation Loggers},
   author={Rakhimberdiev, Eldar and Saveliev, Anatoly and Piersma, Theunis and Karagicheva, Julia},
   journal={Methods in Ecology and Evolution},
   volume={8},
@@ -588,7 +587,7 @@ @article{FLightR
 }
 
 @article{hanks15,
-  title={Continuous-time discrete-space models for animal movement},
+  title={Continuous-Time Discrete-Space Models for Animal Movement},
   author={Hanks, Ephraim M and Hooten, Mevin B and Alldredge, Mat W and others},
   journal={The Annals of Applied Statistics},
   volume={9},
@@ -599,7 +598,7 @@ @article{hanks15
 }
 
 @article{hooten17,
-  title={Basis function models for animal movement},
+  title={Basis Function Models for Animal Movement},
   author={Hooten, Mevin B and Johnson, Devin S},
   journal={Journal of the American Statistical Association},
   volume={112},
@@ -610,7 +609,7 @@ @article{hooten17
 }
 
 @article{russell16,
-  title={Dynamic models of animal movement with spatial point process interactions},
+  title={Dynamic Models of Animal Movement with Spatial Point Process Interactions},
   author={Russell, James C and Hanks, Ephraim M and Haran, Murali},
   journal={Journal of Agricultural, Biological, and Environmental Statistics},
   volume={21},
@@ -621,7 +620,7 @@ @article{russell16
 }
 
 @Article{fishmove,
-    title = {Patterns and predictors of fish dispersal in rivers},
+    title = {Patterns and Predictors of Fish Dispersal in Rivers},
     author = {J. Radinger and C. Wolter},
     journal = {Fish and Fisheries},
     year = {2014},
@@ -630,7 +629,7 @@ @Article{fishmove
   }
   
   @article{spacetime,
-  title={\pkg{spacetime}: Spatio-Temporal data in \proglang{R}},
+  title={\pkg{spacetime}: Spatio-Temporal Data in \proglang{R}},
   author = {Edzer Pebesma},
    journal = {Journal of Statistical Software, Articles},
    volume = {51},
@@ -645,7 +644,7 @@ @article{spacetime
 }
 
 @inproceedings{yuan11,
-  title={Driving with knowledge from the physical world},
+  title={Driving with Knowledge from the Physical World},
   author={Yuan, Jing and Zheng, Yu and Xie, Xing and Sun, Guangzhong},
   booktitle={Proceedings of the 17th ACM SIGKDD international conference on Knowledge discovery and data mining},
   pages={316--324},
@@ -654,7 +653,7 @@ @inproceedings{yuan11
 }
 
 @inproceedings{yuan10,
-  title={T-drive: driving directions based on taxi trajectories},
+  title={T-Drive: Driving Directions Based on Taxi Trajectories},
   author={Yuan, Jing and Zheng, Yu and Zhang, Chengyang and Xie, Wenlei and Xie, Xing and Sun, Guangzhong and Huang, Yan},
   booktitle={Proceedings of the 18th SIGSPATIAL International conference on advances in geographic information systems},
   pages={99--108},
@@ -680,7 +679,7 @@ @article{frick
 
 
 @article{gabriel2014,
-  title={Estimating second-order characteristics of inhomogeneous spatio-temporal point processes},
+  title={Estimating Second-Order Characteristics of Inhomogeneous Spatio-Temporal Point Processes},
   author={Gabriel, Edith},
   journal={Methodology and Computing in Applied Probability},
   volume={16},
@@ -690,7 +689,7 @@ @article{gabriel2014
 }
 
 @article{niu2016modeling,
-  title={Modeling interdependent animal movement in continuous time},
+  title={Modeling Interdependent Animal Movement in Continuous Time},
   author={Niu, Mu and Blackwell, Paul G and Skarin, Anna},
   journal={Biometrics},
   volume={72},

From 6b9af4be38aafe405d248bfb677c8ff2904028f3 Mon Sep 17 00:00:00 2001
From: Moradii <m2.moradi@yahoo.com>
Date: Tue, 21 May 2019 17:13:13 +0200
Subject: [PATCH 02/44] .Rd files updated + updates in some print functions

---
 R/Trackstat.R                   | 45 +++++++++++++-------------
 R/rtracks.R                     | 16 +++++-----
 man/Kinhom.Track.Rd             | 56 ++++++++++++++++++---------------
 man/Track.idw.Rd                | 41 +++++++++++-------------
 man/as.Track.Rd                 | 41 ++++++++++--------------
 man/as.Track.arrow.Rd           | 33 ++++++++++---------
 man/as.Track.ppp.Rd             | 36 +++++++++++----------
 man/as.list.Tracks.Rd           | 27 ++++++----------
 man/as.list.TracksCollection.Rd | 28 ++++++-----------
 man/auto.arima.Track.Rd         | 30 +++++++++---------
 man/avedistTrack.Rd             | 44 +++++++++++++-------------
 man/avemove.Rd                  | 50 ++++++++++++++++-------------
 man/chimaps.Rd                  | 43 +++++++++++++------------
 man/density.list.Rd             | 36 ++++++++++-----------
 man/pcfinhom.Track.Rd           | 43 ++++++++++++-------------
 man/plot.KTrack.Rd              | 26 ++++++---------
 man/plot.arwlen.Rd              | 19 +++++------
 man/plot.distrack.Rd            | 16 ++++------
 man/plot.gTrack.Rd              | 21 ++++++-------
 man/print.ArimaTrack.Rd         | 24 +++++---------
 man/print.KTrack.Rd             | 15 ++++-----
 man/print.Track.Rd              | 17 ++++------
 man/print.Tracks.Rd             | 15 ++++-----
 man/print.TracksCollection.Rd   | 15 ++++-----
 man/print.Trrow.Rd              | 18 ++++-------
 man/print.arwlen.Rd             | 20 +++++-------
 man/print.distrack.Rd           | 40 +++++------------------
 man/print.gTrack.Rd             | 16 +++++-----
 man/range.Track.Rd              | 24 ++++----------
 man/reTrack.Rd                  | 33 ++++++++-----------
 man/rtrack.Rd                   |  2 +-
 man/tsqTracks.Rd                | 34 ++++++++------------
 man/unique.Track.Rd             | 26 ++++++---------
 33 files changed, 413 insertions(+), 537 deletions(-)

diff --git a/R/Trackstat.R b/R/Trackstat.R
index 8636ea6..d37a132 100644
--- a/R/Trackstat.R
+++ b/R/Trackstat.R
@@ -72,6 +72,9 @@ range.Track <- function(X,...) {
 # tsqtracks returns a sequance of time based on a list of tracks (or a single object of class Track) and an argument timestamp
 tsqTracks <- function(X, timestamp){
   
+  if(class(X)=="Tracks") X <- as.list.Tracks(X)
+  if (class(X)=="TracksCollection") X <- as.list.TracksCollection(X)
+  
   timerange = if (is.list(X)) 
     lapply(X, range.Track)
   else 
@@ -117,8 +120,8 @@ avedistTrack <- function(X,timestamp){
   attr(avedist,"tsq") <- attr(Y,"tsq")
   return(avedist)
 }
-print.distrack <- function(x, ...){
-  print(as.vector(x), ...)
+print.distrack <- function(x){
+  print(as.vector(x))
 }
 
 plot.distrack <- function(x,...){
@@ -141,7 +144,7 @@ as.Track.ppp <- function(X,timestamp){
   if(class(X)=="Tracks") X <- as.list.Tracks(X)
   if (class(X)=="TracksCollection") X <- as.list.TracksCollection(X)
   stopifnot(length(X)>1 & is.list(X))
-
+  
   if (!requireNamespace("spatstat", quietly = TRUE))
     stop("spatstat required: install first?")
   
@@ -170,9 +173,9 @@ as.Track.ppp <- function(X,timestamp){
   return(Tppp)
 }
 
-print.ppplist <- function(x,...){
+print.ppplist <- function(x){
   attributes(x) <- NULL 
-  print(x, ...) 
+  print(x) 
 }
 
 density.list <- function(x, timestamp, ...) {
@@ -196,7 +199,7 @@ density.list <- function(x, timestamp, ...) {
   return(out)
 }
 
-as.Track.arrow <- function(X,timestamp,epsilon=epsilon){
+as.Track.arrow <- function(X,timestamp,epsilon=0){
   stopifnot(class(X)=="list" | class(X)=="Tracks" | class(X)=="TracksCollection")
   
   if(class(X)=="Tracks") X <- as.list.Tracks(X)
@@ -237,12 +240,12 @@ as.Track.arrow <- function(X,timestamp,epsilon=epsilon){
   return(Y)  
 }
 
-print.Trrow <- function(x, ...) { 
+print.Trrow <- function(x) { 
   attributes(x) <- NULL 
-  print(x, ...) 
+  print(x) 
 } 
 
-Track.idw <- function(X,timestamp,epsilon=epsilon,...){
+Track.idw <- function(X,timestamp,epsilon=0,...){
   stopifnot(class(X)=="list" | class(X)=="Tracks" | class(X)=="TracksCollection")
   
   if(class(X)=="Tracks") X <- as.list.Tracks(X)
@@ -258,7 +261,7 @@ Track.idw <- function(X,timestamp,epsilon=epsilon,...){
   return(meanIDW)
 }
 
-avemove <- function(X,timestamp,epsilon=epsilon){
+avemove <- function(X,timestamp,epsilon=0){
   stopifnot(class(X)=="list" | class(X)=="Tracks" | class(X)=="TracksCollection")
   
   if(class(X)=="Tracks") X <- as.list.Tracks(X)
@@ -281,8 +284,8 @@ avemove <- function(X,timestamp,epsilon=epsilon){
   return(out)
 }
 
-print.arwlen <- function(x, ...){
-  print(as.vector(x), ...)
+print.arwlen <- function(x){
+  print(as.vector(x))
 }
 
 plot.arwlen <- function(x,...){
@@ -325,8 +328,8 @@ chimaps <- function(X,timestamp,rank,...){
 }
 
 Kinhom.Track <- function(X,timestamp,
-                correction=c("border", "bord.modif", "isotropic", "translate"),q,
-                sigma=c("default","bw.diggle","bw.ppl"," bw.scott"),...){
+                         correction=c("border", "bord.modif", "isotropic", "translate"),q=0,
+                         sigma=c("default","bw.diggle","bw.ppl"," bw.scott"),...){
   
   stopifnot(class(X)=="list" | class(X)=="Tracks" | class(X)=="TracksCollection")
   
@@ -392,8 +395,8 @@ Kinhom.Track <- function(X,timestamp,
   attr(out,"out") <- out
   return(out)
 }
-print.KTrack <- function(x, ...){
-  print("variability area of K-function", ...)
+print.KTrack <- function(x){
+  print("variability area of K-function")
 }
 
 plot.KTrack <- function(x,type="l",col= "grey70",cex=1,line=2.2,...){
@@ -454,7 +457,7 @@ pcfinhom.Track <- function(X,timestamp,
     
     Z <- attr(ZZ,"Tracksim")
     Y <- attr(ZZ,"ppps")
-      
+    
     g <- lapply(X=1:length(Y), function(i){
       gg <- spatstat::pcfinhom(Y[[i]],lambda = Z[[i]],correction=cor,...)
       return(as.data.frame(gg))
@@ -482,8 +485,8 @@ pcfinhom.Track <- function(X,timestamp,
 }
 
 
-print.gTrack <- function(x, ...){
-  print("variability area of pair correlatio function", ...)
+print.gTrack <- function(x){
+  print("variability area of pair correlatio function")
 }
 
 plot.gTrack <- function(x,type="l",col= "grey70",cex=1,line=2.2,...){
@@ -506,7 +509,7 @@ plot.gTrack <- function(x,type="l",col= "grey70",cex=1,line=2.2,...){
 auto.arima.Track <- function(X,...){
   if (! requireNamespace("forecast", quietly = TRUE))
     stop("package forecast required, please install it first")
-
+  
   stopifnot(class(X)=="Track")
   xseries <- coordinates(X)[,1]
   yseries <- coordinates(X)[,2]
@@ -520,7 +523,7 @@ auto.arima.Track <- function(X,...){
   return(out)
 }
 
-print.ArimaTrack <- function(x, ...){
+print.ArimaTrack <- function(x){
   attributes(x) <- NULL
   cat("Arima model fitted to x-coordinate: ");
   cat(paste0(x[[1]]),"\n")
diff --git a/R/rtracks.R b/R/rtracks.R
index 2c6a553..cfbed2a 100644
--- a/R/rtracks.R
+++ b/R/rtracks.R
@@ -1,5 +1,5 @@
 rTrack <- function (n = 100, origin = c(0, 0), start = as.POSIXct("1970-01-01"), 
-                    ar = 0.8, step = 60, sd0 = 1,bbox=bbox, transform=FALSE,nrandom=FALSE, ...){
+                    ar = 0.8, step = 60, sd0 = 1,bbox=bbox, transform=FALSE,nrandom=FALSE,...){
   
   if(nrandom)  repeat{n <- rpois(1,n);if(!n==0) break()}
   if (missing(bbox) & transform) {
@@ -14,12 +14,12 @@ rTrack <- function (n = 100, origin = c(0, 0), start = as.POSIXct("1970-01-01"),
   }
   if (length(ar) == 1 && ar == 0) 
     xy = cbind(x=cumsum(rnorm(n, sd = sd0)) + origin[1], y=cumsum(rnorm(n, 
-                                                                    sd = sd0)) + origin[2])
+                                                                        sd = sd0)) + origin[2])
   else {xy = cbind(x=origin[1] + cumsum(as.vector(arima.sim(list(ar = ar), 
-                                                          n, sd = sd0, ...))), 
+                                                            n, sd = sd0, ...))), 
                    y=origin[2] + cumsum(as.vector(arima.sim(list(ar = ar), 
-                                                          
-                                                          n, sd = sd0, ...))))}
+                                                            
+                                                            n, sd = sd0, ...))))}
   if(transform) {
     if(missing(bbox))  bbox <- matrix(c(0,1,0,1),nrow = 2,byrow = T); colnames(bbox) <- c("min","max");rownames(bbox) <- c("x","y")
     
@@ -52,19 +52,19 @@ rTracksCollection <- function (p = 10, sd2 = 0, ...)
                                                                   sd = sd2), ...)))
 
 
-print.Track <- function(x,...){
+print.Track <- function(x){
   X = x
   if (class(X@sp)=="SpatialPoints") {
     cat("An object of class Track \n");
     cat(paste0(nrow(as.data.frame(X@sp)), "points"),"\n");
-    }
+  }
   if (class(X@sp)=="SpatialLines") {
     cat("A generalized object of class Track \n");
     cat(paste0(length(X@sp@lines), "lines"),"\n"); 
   }
   cat(paste0("bbox:"),"\n");
   print(X@sp@bbox);
-  cat(paste0("Time period: [",range(X@endTime)[1],", ", range(X@endTime)[2],"]"))
+  cat(paste0("Time period: [",range(X@endTime)[1],", ", range(X@endTime)[2],"]"),"\n")
 }
 
 print.Tracks <- function(X){
diff --git a/man/Kinhom.Track.Rd b/man/Kinhom.Track.Rd
index 1e37187..ccfe44d 100644
--- a/man/Kinhom.Track.Rd
+++ b/man/Kinhom.Track.Rd
@@ -1,41 +1,49 @@
 \name{Kinhom.Track}
 \alias{Kinhom.Track}
-%- Also NEED an '\alias' for EACH other topic documented here.
 \title{
-Inhomogeneous K-function for trajectory pattern
+Inhomogeneous K-function for a trajectory pattern
 }
+
 \description{
-Estimate the variability area of K-function of a list of tracks.}
+Estimate the variability area of the K-function for an object of classes \link[trajectories]{Tracks}, \link[trajectories]{TracksCollection} or any list of \link[trajectories]{Track} objects over time.}
+
 \usage{
 Kinhom.Track(X,timestamp,
-                correction=c("border", "bord.modif", "isotropic", "translate"),q,
+                correction=c("border", "bord.modif", "isotropic", "translate"),q=0,
                 sigma=c("default","bw.diggle","bw.ppl"," bw.scott"),...)
 }
-%- maybe also 'usage' for other objects documented here.
+
 \arguments{
-   \item{X}{
-A list of Track objects
-}
-\item{timestamp}{based on secs,mins,...}
-\item{correction}{the type of correction to be used in computing K-function}
-\item{q}{(optional) a numeric value between 0 and 1. quantile to be applied to calculate the variability area}
-\item{sigma}{method to be used in computing intensity function}
-\item{...}{passed to the arguments of Kinhom}
+\item{X}{an object of classes \link[trajectories]{Tracks}, \link[trajectories]{TracksCollection} or any list of \link[trajectories]{Track} objects.}
+\item{timestamp}{based on secs,mins,... .}
+\item{correction}{the type of correction to be used when computing K-function.}
+\item{q}{(optional) a numeric value between 0 and 1. quantile to be applied to calculate the variability area.}
+\item{sigma}{method to be considered for bandwidth selection in computing intensity function.}
+\item{...}{arguments passed to the \link[spatstat]{Kinhom}.}
 }
+
 \details{
-This calculates the variability area of K-function over time. If sigma=default, it calculates the variability area using the defaults of Kinhom, otherwise it first estimate the intensity function using the given sigma as bandwidth selection method and then using the estimated intensity function, it estimates the variability area.
+The type of interaction (clustering, repulsion, randomness) between tracks in X might vary over time. The function \link[trajectories]{Kinhom.Track} calculates the variability area of \link[spatstat]{Kinhom} over time. The variability area is calculated based on the K-functions of all obtained point patterns when converting a trajectory pattern to a list of point patterns. 
+
+If sigma=default, it calculates the variability area using the defaults of \link[spatstat]{Kinhom}, otherwise it first estimates the intensity function using the given bandwidth selection method and then using the estimated intensity function it estimates the variability area.
+
+The lower and upper border of the variability area is calculated based on the \link[stats]{quantile} of values of all obtained K-functions. q=0 means considering maximum and minimum.
+
+Note that, tracks in X should overlap in time.
 }
+
 \value{
-an object of class "KTrack".
+an object of class KTrack.
 }
+
 \author{
-Mohammad Mehdi Moradi <moradi@uji.es>
+Mohammad Mehdi Moradi <m2.moradi@yahoo.com>
 }
 
-%% ~Make other sections like Warning with \section{Warning }{....} ~
-
 \seealso{
-\link[trajectories]{rTrack}, \link[trajectories]{as.Track.ppp}, \link[spatstat]{Kinhom}}
+\link[trajectories]{rTrack}, \link[trajectories]{as.Track.ppp}, \link[spatstat]{Kinhom}
+}
+
 \examples{
 library(spatstat)
 X <- list()
@@ -43,10 +51,6 @@ for(i in 1:100){
   m <- matrix(c(0,10,0,10),nrow=2,byrow = TRUE)
   X[[i]] <- rTrack(bbox = m,transform = TRUE)
 }
-Kinhom.Track(X,timestamp = "180 secs")
-
-}
-% Add one or more standard keywords, see file 'KEYWORDS' in the
-% R documentation directory.
-\keyword{ ~kwd1 }% use one of  RShowDoc("KEYWORDS")
-\keyword{ ~kwd2 }% __ONLY ONE__ keyword per line
+k <- Kinhom.Track(X,timestamp = "180 secs")
+plot(k)
+}
\ No newline at end of file
diff --git a/man/Track.idw.Rd b/man/Track.idw.Rd
index d97e1ef..efc7110 100644
--- a/man/Track.idw.Rd
+++ b/man/Track.idw.Rd
@@ -1,40 +1,39 @@
 \name{Track.idw}
 \alias{Track.idw}
-%- Also NEED an '\alias' for EACH other topic documented here.
 \title{
-Movement smoothing of trajectory pattern
+Movement smoothing of a trajectory pattern
 }
 \description{
-Movement smoothing of trajectory pattern
+Movement smoothing of an object of classes \link[trajectories]{Tracks}, \link[trajectories]{TracksCollection} or any list of \link[trajectories]{Track} objects.
 }
 \usage{
-Track.idw(X,timestamp,epsilon=epsilon,...)
+Track.idw(X,timestamp,epsilon=0,...)
 }
-%- maybe also 'usage' for other objects documented here.
+
 \arguments{
-  \item{X}{
-a list of objects of class "Track"
-}
-\item{timestamp}{
-based on secs,mins, ...
-}
-\item{epsilon}{(optional) movements with length less than epsilon are not considered in the calculation}
-\item{...}{passed to arguments of fucntion idw in spatstat}
+  \item{X}{an object of classes \link[trajectories]{Tracks}, \link[trajectories]{TracksCollection} or any list of \link[trajectories]{Track} objects.}
+\item{timestamp}{based on secs,mins, ... .}
+\item{epsilon}{(optional) movements with a length less than epsilon are not considered in the calculation.}
+\item{...}{arguments passed to \link[spatstat]{idw} function.}
 }
 \details{
-Performs spatial smoothing to the movements of a list of tracks.
+Performs spatial smoothing to an object of classes \link[trajectories]{Tracks}, \link[trajectories]{TracksCollection} or any list of \link[trajectories]{Track} objects.
+
+X will be converted to a list of marked point patterns using \link[trajectories]{as.Track.arrow} and then inverse-distance weighted smoothing will be applied to each obtained marked point pattern using \link[spatstat]{idw}. The average of all smoothed maps is considered as an inverse-distance weighted smoothing of X.
+
+Note that, tracks in X should overlap in time.
 }
 \value{
-an image of class "im".
+an image of class \link[spatstat]{im}.
 }
 \author{
-Mohammad Mehdi Moradi <moradi@uji.es>
+Mohammad Mehdi Moradi <m2.moradi@yahoo.com>
 }
 
-%% ~Make other sections like Warning with \section{Warning }{....} ~
-
 \seealso{
-\link[trajectories]{as.Track.arrow}, \link[spatstat]{idw}}
+\link[trajectories]{as.Track.arrow}, \link[spatstat]{idw}
+}
+
 \examples{
 X <- list()
 for(i in 1:10){
@@ -43,7 +42,3 @@ for(i in 1:10){
 }
 Track.idw(X,timestamp="180 secs")
 }
-% Add one or more standard keywords, see file 'KEYWORDS' in the
-% R documentation directory.
-\keyword{ ~kwd1 }% use one of  RShowDoc("KEYWORDS")
-\keyword{ ~kwd2 }% __ONLY ONE__ keyword per line
diff --git a/man/as.Track.Rd b/man/as.Track.Rd
index 4597950..6fa7bc1 100644
--- a/man/as.Track.Rd
+++ b/man/as.Track.Rd
@@ -1,41 +1,38 @@
 \name{as.Track}
 \alias{as.Track}
-%- Also NEED an '\alias' for EACH other topic documented here.
 \title{
-Converts data to an object of class "Track"
+Converts data to an object of class Track
 }
 \description{
-Function as.Track  accepts converts x,y coordinates and thier corresponding time/date to an object of class Track. It can also accepts covariates for the corresponding 
- locations, covariates must be a dataframe with some columns and length of each column is equal
- to length of x,y,t.
+Function \link[trajectories]{as.Track} accepts x,y coordinates and thier corresponding time/date, and converts them to an object of class \link[trajectories]{Track}. It can also accepts covariates for the corresponding locations.
 }
 \usage{
 as.Track(x,y,t,covariate)
 }
-%- maybe also 'usage' for other objects documented here.
+
 \arguments{
-  \item{x}{ x coordinate.
-}
-\item{y}{ y coordinate.
-}
-\item{t}{ corresponding time and date of x,y.
-}
-\item{covariate}{ additional information.
-}
+\item{x}{ x coordinate.}
+\item{y}{ y coordinate.}
+\item{t}{ corresponding time and date of x,y.}
+\item{covariate}{ additional information.}
 }
+
 \details{
-An object of class "Track" can be created by some geographical locations and corresponding time/dates. Function as.Track converts locations and dates/times to an object of class "Track". time/date should be from class "POSIXct" "POSIXt". See example below.
+An object of class \link[trajectories]{Track} can be created by some geographical locations and corresponding time/dates. The function \link[trajectories]{as.Track} converts locations and dates/times to an object of class \link[trajectories]{Track}. time/date should be  of classes \link[base]{POSIXct} or \link[base]{POSIXt}.
+
+The additional covariates must be a dataframe with some columns (each column is conisdered as a convariate), and the length of each column must be equal to length of x,y,t.
 }
+
 \value{
-An object of class "Track".}
-\author{
-Mohammad Mehdi Moradi <moradi@uji.es>
+An object of class \link[trajectories]{Track}.
 }
 
-%% ~Make other sections like Warning with \section{Warning }{....} ~
+\author{
+Mohammad Mehdi Moradi <m2.moradi@yahoo.com>
+}
 
 \seealso{
-\link[trajectories]{Track}, \link[base]{as.POSIXct}
+\link[trajectories]{Track}, \link[base]{as.POSIXct}, \link[base]{as.POSIXlt}
 }
 \examples{
 x <- runif(10,0,1)
@@ -44,7 +41,3 @@ date <- seq(as.POSIXct("2015-1-1 0:00"), as.POSIXct("2015-1-1 9:00"), by = "hour
 Z <- as.Track(x,y,date)
 plot(Z)
 }
-% Add one or more standard keywords, see file 'KEYWORDS' in the
-% R documentation directory.
-\keyword{ ~kwd1 }% use one of  RShowDoc("KEYWORDS")
-\keyword{ ~kwd2 }% __ONLY ONE__ keyword per line
diff --git a/man/as.Track.arrow.Rd b/man/as.Track.arrow.Rd
index e2aeb1d..1f9f8d8 100644
--- a/man/as.Track.arrow.Rd
+++ b/man/as.Track.arrow.Rd
@@ -1,36 +1,39 @@
 \name{as.Track.arrow}
 \alias{as.Track.arrow}
-%- Also NEED an '\alias' for EACH other topic documented here.
 \title{
-Convert trajectory pattern to a list of marked point patterns
+Convert a trajectory pattern to a list of marked point patterns
 }
+
 \description{
-Converting a list of Track objects to a list of marked point patterns. Each mark shows the length of movement.
+Convert objects of classes \link[trajectories]{Tracks}, \link[trajectories]{TracksCollection} or any list of \link[trajectories]{Track} objects to a list of marked point patterns.
 }
+
 \usage{
-as.Track.arrow(X,timestamp,epsilon=epsilon)
+as.Track.arrow(X,timestamp,epsilon=0)
 }
-%- maybe also 'usage' for other objects documented here.
+
 \arguments{
-  \item{X}{
-A list of Track objects
-}
+\item{X}{an object of classes \link[trajectories]{Tracks}, \link[trajectories]{TracksCollection} or any list of \link[trajectories]{Track} objects.}
 \item{timestamp}{based on secs, mins,...}
-\item{epsilon}{(optional) movements with length less than epsilon are not considered in the calculation}
+\item{epsilon}{(optional) movements with a length less than epsilon are not considered in the calculation.}
 }
 \details{
-Converting a list of Track objetcs to a list of marked point patterns. Marks show the length of movement with respect to the previous location.
+This function converts an object of classes \link[trajectories]{Tracks}, \link[trajectories]{TracksCollection} or any list of \link[trajectories]{Track} objects to a list of marked point patterns. 
+The function first converts X to a list of spatial point patterns based on a given timestamp and using the function \link[trajectories]{as.Track.ppp}. Then each two consecutive (according to their corresponding time) point patterns make a segment pattern of class \link[spatstat]{psp}. Finally, each segment pattern will be converted to a marked point pattern according to which points represent the midpoints of segments and marks are the length of segments. The segment point patterns are kept as attributes.
+
+Dealing with real data, sometimes moving objects such as taxies and pedestrians are not moving while being recorded their location. In order to deal with such a situation, argument epsilon is implemented in \link[trajectories]{as.Track.arrow} to ignore the movements with a length less than epsilon. epsilon=0 does not ignore any movement.
+
+Note that, tracks in X should overlap in time.
 }
 \value{
 a list of marked point patterns.
 }
 \author{
-Mohammad Mehdi Moradi <moradi@uji.es>
+Mohammad Mehdi Moradi <m2.moradi@yahoo.com>
 }
-%% ~Make other sections like Warning with \section{Warning }{....} ~
 
 \seealso{
-\link[trajectories]{rTrack}, \link[trajectories]{as.Track.ppp}
+\link[trajectories]{rTrack}, \link[trajectories]{as.Track.ppp}, \link[spatstat]{psp}, \link[spatstat]{midpoints.psp}
 }
 \examples{
 X <- list()
@@ -40,7 +43,3 @@ for(i in 1:10){
 }
 Y <- as.Track.arrow(X,timestamp="120 secs")
 }
-% Add one or more standard keywords, see file 'KEYWORDS' in the
-% R documentation directory.
-\keyword{ ~kwd1 }% use one of  RShowDoc("KEYWORDS")
-\keyword{ ~kwd2 }% __ONLY ONE__ keyword per line
diff --git a/man/as.Track.ppp.Rd b/man/as.Track.ppp.Rd
index 365dd86..3acabb7 100644
--- a/man/as.Track.ppp.Rd
+++ b/man/as.Track.ppp.Rd
@@ -1,34 +1,40 @@
 \name{as.Track.ppp}
 \alias{as.Track.ppp}
-%- Also NEED an '\alias' for EACH other topic documented here.
 \title{
-Conver trajectory pattern to a list of objects of class ppp
+Conver a trajectory pattern to a list of objects of class ppp
 }
+
 \description{
-This function converts a list of Tracks to a list of point patterns (class "ppp")}
+This function convert objects of classes \link[trajectories]{Tracks}, \link[trajectories]{TracksCollection} or any list of \link[trajectories]{Track} objects to a list of spatial point patterns of class \link[spatstat]{ppp}.
+}
+
 \usage{
 as.Track.ppp(X,timestamp)
 }
-%- maybe also 'usage' for other objects documented here.
+
 \arguments{
-  \item{X}{
-a list of Track objects
-}
+\item{X}{an object of classes \link[trajectories]{Tracks}, \link[trajectories]{TracksCollection} or any list of \link[trajectories]{Track} objects.}
 \item{timestamp}{based on secs, mins,...}
 }
+
 \details{
-as.Track.ppp converts a list of Track objetcs to a list of ppp objetcs.}
+The function \link[trajectories]{as.Track.ppp} converts objects of classes \link[trajectories]{Tracks}, \link[trajectories]{TracksCollection} or any list of \link[trajectories]{Track} objects to a list of spatial point patterns of class \link[spatstat]{ppp} according to a given timestamp. Each obtained spatial point pattern represents the locatoin of "moving objects" (e.g., taxis) in its corresponding time.
+
+Note that, tracks in X should overlap in time.
+}
+
 \value{
-A list of point patterns, objects of class "ppp".
+A list of spatial point patterns as objects of class \link[spatstat]{ppp}.
 }
-\author{
-Mohammad Mehdi Moradi <moradi@uji.es>}
 
-%% ~Make other sections like Warning with \section{Warning }{....} ~
+\author{
+Mohammad Mehdi Moradi <m2.moradi@yahoo.com>
+}
 
 \seealso{
 \link[trajectories]{avedistTrack}, \link[spatstat]{as.ppp}
 }
+
 \examples{
 X <- list()
 for(i in 1:10){
@@ -36,8 +42,4 @@ for(i in 1:10){
   X[[i]] <- rTrack(bbox = m,transform = TRUE)
 }
 Y <- as.Track.ppp(X,timestamp="120 secs")
-}
-% Add one or more standard keywords, see file 'KEYWORDS' in the
-% R documentation directory.
-\keyword{ ~kwd1 }% use one of  RShowDoc("KEYWORDS")
-\keyword{ ~kwd2 }% __ONLY ONE__ keyword per line
+}
\ No newline at end of file
diff --git a/man/as.list.Tracks.Rd b/man/as.list.Tracks.Rd
index 9abb7f9..3b12c55 100644
--- a/man/as.list.Tracks.Rd
+++ b/man/as.list.Tracks.Rd
@@ -1,40 +1,31 @@
 \name{as.list.Tracks}
 \alias{as.list.Tracks}
-%- Also NEED an '\alias' for EACH other topic documented here.
 \title{
-as.list.Tracks
-%%  ~~function to do ... ~~
+Tracks methods
 }
 \description{
-Convert a "Tracks" object to a list of tracks
-%%  ~~ A concise (1-5 lines) description of what the function does. ~~
+Convert an object of class \link[trajectories]{Tracks} to a list of tracks.
 }
+
 \usage{
 \method{as.list}{Tracks}(x,...)
 }
-%- maybe also 'usage' for other objects documented here.
+
 \arguments{
-  \item{x}{
-  an object of class "Tracks"
-%%     ~~Describe \code{X} here~~
-}
-\item{...}{passed to arguments of as.list}
+\item{x}{an object of class "Tracks".}
+\item{...}{arguments passed on the \link[base]{as.list} fucntion.}
 }
+
 \author{
-Mohammad Mehdi Moradi <moradi@uji.es>
+Mohammad Mehdi Moradi <m2.moradi@yahoo.com>
 }
 
-%% ~Make other sections like Warning with \section{Warning }{....} ~
 
 \seealso{
 \link[trajectories]{rTrack}, \link[trajectories]{rTracks}, \link[trajectories]{rTracksCollection}, \link[base]{as.list}
-%% ~~objects to See Also as \code{\link{help}}, ~~~
 }
+
 \examples{
 x <-  rTracks()
 as.list(x)
 }
-% Add one or more standard keywords, see file 'KEYWORDS' in the
-% R documentation directory.
-\keyword{ ~kwd1 }% use one of  RShowDoc("KEYWORDS")
-\keyword{ ~kwd2 }% __ONLY ONE__ keyword per line
diff --git a/man/as.list.TracksCollection.Rd b/man/as.list.TracksCollection.Rd
index 7fce749..fdbdb0e 100644
--- a/man/as.list.TracksCollection.Rd
+++ b/man/as.list.TracksCollection.Rd
@@ -1,40 +1,30 @@
 \name{as.list.TracksCollection}
 \alias{as.list.TracksCollection}
-%- Also NEED an '\alias' for EACH other topic documented here.
 \title{
-as.list.TracksCollection
-%%  ~~function to do ... ~~
+TracksCollection methods
 }
 \description{
-Convert a "TracksCollection" object to a list of tracks
-%%  ~~ A concise (1-5 lines) description of what the function does. ~~
+Convert an object of class \link[trajectories]{TracksCollection} to a list of tracks.
 }
+
 \usage{
 \method{as.list}{TracksCollection}(x,...)
 }
-%- maybe also 'usage' for other objects documented here.
+
 \arguments{
-  \item{x}{
-  an object of class "TracksCollection"
-%%     ~~Describe \code{Y} here~~
-}
-\item{...}{passed to arguments of as.list}
+\item{x}{an object of class \link[trajectories]{TracksCollection}}
+\item{...}{arguments passed on the \link[base]{as.list} fucntion.}
 }
+
 \author{
-Mohammad Mehdi Moradi <moradi@uji.es>
+Mohammad Mehdi Moradi <m2.moradi@yahoo.com>
 }
 
-%% ~Make other sections like Warning with \section{Warning }{....} ~
-
 \seealso{
 \link[trajectories]{rTrack}, \link[trajectories]{rTracks}, \link[trajectories]{rTracksCollection}, \link[base]{as.list}
-%% ~~objects to See Also as \code{\link{help}}, ~~~
 }
+
 \examples{
 x <-  rTracksCollection()
 as.list(x)
 }
-% Add one or more standard keywords, see file 'KEYWORDS' in the
-% R documentation directory.
-\keyword{ ~kwd1 }% use one of  RShowDoc("KEYWORDS")
-\keyword{ ~kwd2 }% __ONLY ONE__ keyword per line
diff --git a/man/auto.arima.Track.Rd b/man/auto.arima.Track.Rd
index a6cc3f5..d9f1d96 100644
--- a/man/auto.arima.Track.Rd
+++ b/man/auto.arima.Track.Rd
@@ -1,38 +1,38 @@
 \name{auto.arima.Track}
 \alias{auto.arima.Track}
-%- Also NEED an '\alias' for EACH other topic documented here.
 \title{
-Fitting arima model to a track
+Fitting arima model to an object of class Track
 }
 \description{
-Fit arima models to objects of class "Track".}
+Fit arima models to objects of class \link[trajectories]{Track}.
+}
+
 \usage{
 auto.arima.Track(X, ...)
 }
-%- maybe also 'usage' for other objects documented here.
+
 \arguments{
-  \item{X}{ an object of class "Track"}
-  \item{...}{ passed to arguments of \link[forecast]{auto.arima}}
+  \item{X}{an object of class \link[trajectories]{Track}.}
+  \item{...}{arguments passed to the \link[forecast]{auto.arima} function.}
 }
+
 \details{
-This fita arima models to the x,y locations of objects of class "Track".}
+This function considers objects of class \link[trajectories]{Track} as time series and fits arima models to their x,y locations separately.
+}
+
 \value{
-an object of class "ArimaTrack"
+an object of class "ArimaTrack". Fitted arima models to coordinates x and y are kept as attribute.
 }
+
 \author{
-Mohammad Mehdi Moradi <moradi@uji.es>
+Mohammad Mehdi Moradi <m2.moradi@yahoo.com>
 }
 
-%% ~Make other sections like Warning with \section{Warning }{....} ~
-
 \seealso{
 \link[trajectories]{rTrack}, \link[forecast]{auto.arima}
 }
+
 \examples{
 X <- rTrack()
 auto.arima.Track(X)
 }
-% Add one or more standard keywords, see file 'KEYWORDS' in the
-% R documentation directory.
-\keyword{ ~kwd1 }% use one of  RShowDoc("KEYWORDS")
-\keyword{ ~kwd2 }% __ONLY ONE__ keyword per line
diff --git a/man/avedistTrack.Rd b/man/avedistTrack.Rd
index 8254a28..f20110b 100644
--- a/man/avedistTrack.Rd
+++ b/man/avedistTrack.Rd
@@ -1,37 +1,43 @@
 \name{avedistTrack}
 \alias{avedistTrack}
-%- Also NEED an '\alias' for EACH other topic documented here.
+
 \title{
-Average pairwise distance of trajectory pattern over time
+Average pairwise distance of a trajectory pattern over time
 }
+
 \description{
 This measures the average of pairwise distances between tracks over time.
 }
+
 \usage{
 avedistTrack(X,timestamp)
 }
-%- maybe also 'usage' for other objects documented here.
+
 \arguments{
-  \item{X}{a list of some objects of class "Track"
-%%     ~~Describe \code{x} here~~
-}
-\item{timestamp}{timestamp to calculate the pairwise distances between tarcks}
+\item{X}{an object of classes \link[trajectories]{Tracks}, \link[trajectories]{TracksCollection} or any list of \link[trajectories]{Track} objects.}
+\item{timestamp}{a timestamp to calculate the pairwise distances between tracks accordingly.}
 }
+
 \details{
-This function calculates the average pairwise distance between a list of tracks according to a given timestamp.
+This function calculates the average pairwise distance for an object of classes \link[trajectories]{Tracks}, \link[trajectories]{TracksCollection} or any list of \link[trajectories]{Track} objects according to a given timestamp.
+
+The function first converts X to a list of spatial point patterns based on a given timestamp and using the function \link[trajectories]{as.Track.ppp}. For each obtained point pattern pairwise distances are calculated using \link[spatstat]{pairdist} and then their average is considered as "average pairwise distance" for their corresponding time. Distance from each point to itself is ignored.
+
+Note that, tracks in X should overlap in time.
 }
+
 \value{
-An object of class "distrack". It can be plotted over time.
+a numeric vector represents the average pairwise distances that can be plotted with respect to time.
 }
+
 \author{
-Mohammad Mehdi Moradi <moradi@uji.es>
+Mohammad Mehdi Moradi <m2.moradi@yahoo.com>
 }
 
-%% ~Make other sections like Warning with \section{Warning }{....} ~
-
 \seealso{
-\link[trajectories]{as.Track.ppp}
+\link[trajectories]{as.Track.ppp}, \link[spatstat]{pairdist}
 }
+
 \examples{
 X <- list()
 for(i in 1:10){
@@ -39,12 +45,6 @@ for(i in 1:10){
   X[[i]] <- rTrack(bbox = m,transform = TRUE)
 }
 
-ave <- avedistTrack(X,timestamp = "120 secs")
-plot(ave,type="l")
-
-
-}
-% Add one or more standard keywords, see file 'KEYWORDS' in the
-% R documentation directory.
-\keyword{ ~kwd1 }% use one of  RShowDoc("KEYWORDS")
-\keyword{ ~kwd2 }% __ONLY ONE__ keyword per line
+out <- avedistTrack(X,timestamp = "120 secs")
+plot(out,type="l")
+}
\ No newline at end of file
diff --git a/man/avemove.Rd b/man/avemove.Rd
index 2d424a0..627fc48 100644
--- a/man/avemove.Rd
+++ b/man/avemove.Rd
@@ -1,46 +1,52 @@
 \name{avemove}
 \alias{avemove}
-%- Also NEED an '\alias' for EACH other topic documented here.
 \title{
-Average movement of trajectory pattern
+Average length of movement of a trajectory pattern over time
 }
+
 \description{
-This returns the average movements of a lits of objects of class "Track" over time.
+This returns the average length of movements of an object of classes \link[trajectories]{Tracks}, \link[trajectories]{TracksCollection} or any list of \link[trajectories]{Track} objects over time.
 }
+
 \usage{
-avemove(X,timestamp,epsilon=epsilon)
+avemove(X,timestamp,epsilon=0)
 }
-%- maybe also 'usage' for other objects documented here.
+
 \arguments{
-  \item{X}{a list of some objects of class Track
-%%     ~~Describe \code{x} here~~
-}
-\item{timestamp}{timestamp to calculate the pairwise distances between tarcks}
-\item{epsilon}{(optional) movements with length less than epsilon are not considered in the calculation}
+\item{X}{an object of classes \link[trajectories]{Tracks}, \link[trajectories]{TracksCollection} or any list of \link[trajectories]{Track} objects.}
+\item{timestamp}{a timestamp to calculate the length of movements accordingly.}
+\item{epsilon}{(optional) movements with a length less than epsilon are not considered in the calculation.}
 }
+
 \details{
-when analysying a list of tracks, avemove calculate the average of movements based on given timestamp.}
+
+The function first converts X to a list of spatial point patterns based on a given timestamp and using the function \link[trajectories]{as.Track.ppp}. Then each two consecutive (according to their corresponding time) point patterns make a segment pattern of class \link[spatstat]{psp}.
+Each segment shows the movement, connecting an origin point (the location at the previous time) to a destination point (the location at the current time).
+Finally, for the obtained segment patterns, the length of each segment is calculated using \link[spatstat]{lengths.psp} and their average is considered as "average length of movement" at that time.
+
+Dealing with real data, sometimes moving objects such as taxies and pedestrians are not moving while being recorded their location. In order to deal with such a situation, argument epsilon is implemented in \link[trajectories]{avemove} to ignore the movements with a length less than epsilon. epsilon=0 does not ignore any movement.
+
+Note that, tracks in X should overlap in time.
+
+}
+
 \value{
-an object of class "numeric" or "arwlen".
+a numeric vector represents the average length of movements that can be plotted with respect to time.
 }
 \author{
-Mohammad Mehdi Moradi <moradi@uji.es>
+Mohammad Mehdi Moradi <m2.moradi@yahoo.com>
 }
 
-%% ~Make other sections like Warning with \section{Warning }{....} ~
-
 \seealso{
-\link[trajectories]{as.Track.arrow}
+\link[trajectories]{as.Track.arrow}, \link[spatstat]{lengths.psp}
 }
+
 \examples{
 X <- list()
 for(i in 1:10){
   m <- matrix(c(0,10,0,10),nrow=2,byrow = TRUE)
   X[[i]] <- rTrack(bbox = m,transform = TRUE)
 }
-avemove(X,timestamp = "30 secs")
-}
-% Add one or more standard keywords, see file 'KEYWORDS' in the
-% R documentation directory.
-\keyword{ ~kwd1 }% use one of  RShowDoc("KEYWORDS")
-\keyword{ ~kwd2 }% __ONLY ONE__ keyword per line
+out <- avemove(X,timestamp = "30 secs")
+plot(out,type="l")
+}
\ No newline at end of file
diff --git a/man/chimaps.Rd b/man/chimaps.Rd
index e0c9f24..cd3bc8d 100644
--- a/man/chimaps.Rd
+++ b/man/chimaps.Rd
@@ -1,38 +1,45 @@
 \name{chimaps}
 \alias{chimaps}
-%- Also NEED an '\alias' for EACH other topic documented here.
 \title{
-Chimaps of tarjectory pattern.
+Chi-squared maps of a tarjectory pattern
 }
 \description{
-Computes the chimaps, corresponding to a list of objects of class "Track". chimaps are based on the discrepancy between computed and expected intensity in a given location.}
+Chi-squared maps of a tarjectory pattern.}
 \usage{
-chimaps(X,timestamp,rank,...)
+chimaps(X,timestamp,rank=1,...)
 }
-%- maybe also 'usage' for other objects documented here.
+
 \arguments{
-   \item{X}{
-A list of Track objects
-}
-\item{timestamp}{based on secs,mins,...}
-\item{rank}{a number between one and the length of corresponding time sequance which is created based on given timestamp.}
-\item{...}{passed to arguments of density.Track}
+\item{X}{an object of classes \link[trajectories]{Tracks}, \link[trajectories]{TracksCollection} or any list of \link[trajectories]{Track} objects.}
+\item{timestamp}{based on secs, mins, ... .}
+\item{rank}{a number between one and the length of corresponding time sequance which is created based on a given timestamp.}
+\item{...}{arguments passed to the \link[trajectories]{density.list}.}
 }
+
 \details{
-[estimated intensity - expected intensity] / sqrt(expected intensity).
+This function converts a trajectory pattern to a list of spatial point patterns according to a given timestamp and calculates their intensities using \link[trajectories]{density.list}. Based on the estimated intensities, it calculates an expected intensity for a sequence of time which is already obtained based on a given timestamp. Having estimated and expected intensities, \link[trajectories]{chimaps} computes Chi-squared maps for a sequence of time as follows
+
+\eqn{\chi=[\lambda_o - \lambda_e]/\sqrt\lambda_e}
+
+where \eqn{\lambda_o} and \eqn{\lambda_e} are the estimated intensity and expected intensity respectively.
+
+According to a given timestamp, a time sequence will be created based on the range of times of tracks so that Chi-squared maps will be computed for this time sequence. Argument rank means which one to be represented as output, however, all Chi-squared maps are still stored as attributes.
+
+Note that, tracks in X should overlap in time.
 }
+ 
 \value{
-an image of class "im".
+an image of class \link[spatstat]{im}.
 }
+
 \author{
-Mohammad Mehdi Moradi <moradi@uji.es>
+Mohammad Mehdi Moradi <m2.moradi@yahoo.com>
 }
 
-%% ~Make other sections like Warning with \section{Warning }{....} ~
-
 \seealso{
 \link[trajectories]{density.list}, \link[spatstat]{density.ppp}
 }
+
 \examples{
 X <- list()
 for(i in 1:10){
@@ -41,7 +48,3 @@ for(i in 1:10){
 }
 chimaps(X, timestamp = "180 secs",rank = 2)
 }
-% Add one or more standard keywords, see file 'KEYWORDS' in the
-% R documentation directory.
-\keyword{ ~kwd1 }% use one of  RShowDoc("KEYWORDS")
-\keyword{ ~kwd2 }% __ONLY ONE__ keyword per line
diff --git a/man/density.list.Rd b/man/density.list.Rd
index e826421..0c40df2 100644
--- a/man/density.list.Rd
+++ b/man/density.list.Rd
@@ -1,38 +1,40 @@
 \name{density.list}
 \alias{density.list}
-%- Also NEED an '\alias' for EACH other topic documented here.
 \title{
-Kernel estimate of intensity of trajectory pattern
+Kernel estimate of intensity of a trajectory pattern
 }
+
 \description{
-Estimating the intensity of a list of tracks.
+Estimating the intensity of an object of classes \link[trajectories]{Tracks}, \link[trajectories]{TracksCollection} or any list of \link[trajectories]{Track} objects.
 }
+
 \usage{
 \method{density}{list}(x, timestamp,...)
 }
-%- maybe also 'usage' for other objects documented here.
 \arguments{
-  \item{x}{
-a list of "Track" objects, an object of class "Tracks" or "TracksCollection"
-}
-\item{timestamp}{based on secs, mins, ...}
-\item{...}{passed to arguments of density.ppp}
+\item{x}{an object of classes \link[trajectories]{Tracks}, \link[trajectories]{TracksCollection} or any list of \link[trajectories]{Track} objects.}
+\item{timestamp}{based on secs, mins, ... .}
+\item{...}{arguments passed to  the \link[spatstat]{density.ppp}.}
 }
+
 \details{
-This estimate the average intensity function of moving objects over time. Bandwidth selection methods such as bw.diggle, bw.scott and bw.ppl can be passed to this density.list.
+This function converts a trajectory pattern to a list of spatial point patterns and then it calclulates the intensity of each obtained point pattern using \link[spatstat]{density.ppp}. The average of resulted estimated intensity is considered as the intensity of X. Bandwidth selection methods such as \link[spatstat]{bw.diggle}, \link[spatstat]{bw.scott} and \link[spatstat]{bw.ppl} can be considered in \link[trajectories]{density.list}.
+
+Note that, tracks in X should overlap in time.
 }
+
 \value{
-an image of class "im".
+an image of class \link[spatstat]{im}.
 }
+
 \author{
-Mohammad Mehdi Moradi <moradi@uji.es>
+Mohammad Mehdi Moradi <m2.moradi@yahoo.com>
 }
 
-%% ~Make other sections like Warning with \section{Warning }{....} ~
-
 \seealso{
-\link[trajectories]{rTrack}, \link[spatstat]{density.ppp}
+\link[trajectories]{rTrack}, \link[spatstat]{density.ppp}, \link[spatstat]{bw.diggle}, \link[spatstat]{bw.scott}, \link[spatstat]{bw.ppl}
 }
+
 \examples{
 X <- list()
 for(i in 1:10){
@@ -41,7 +43,3 @@ for(i in 1:10){
 }
 density(X, timestamp = "180 secs")
 }
-% Add one or more standard keywords, see file 'KEYWORDS' in the
-% R documentation directory.
-\keyword{ ~kwd1 }% use one of  RShowDoc("KEYWORDS")
-\keyword{ ~kwd2 }% __ONLY ONE__ keyword per line
diff --git a/man/pcfinhom.Track.Rd b/man/pcfinhom.Track.Rd
index dbb3174..04684be 100644
--- a/man/pcfinhom.Track.Rd
+++ b/man/pcfinhom.Track.Rd
@@ -1,39 +1,40 @@
 \name{pcfinhom.Track}
 \alias{pcfinhom.Track}
-%- Also NEED an '\alias' for EACH other topic documented here.
 \title{
-Pair correlation funcrion of trajectory pattern
+Pair correlation funcrion of a trajectory pattern
 }
+
 \description{
-Pair correlation funcrion of trajectory pattern
+Estimate the variability area of the pair correlation funcrion for an object of classes \link[trajectories]{Tracks}, \link[trajectories]{TracksCollection} or any list of \link[trajectories]{Track} objects over time.
 }
 \usage{
-pcfinhom.Track(X,timestamp,correction = c("translate", "Ripley"),q,
+pcfinhom.Track(X,timestamp,correction = c("translate", "Ripley"),q=0,
                 sigma=c("default","bw.diggle","bw.ppl","bw.scott"),...)
 }
-%- maybe also 'usage' for other objects documented here.
 \arguments{
-\item{X}{
-A list of Track objects
-}
-\item{timestamp}{based on secs,mins,...}
-\item{correction}{the type of correction to be used in computing pair correlation function}
-\item{q}{(optional) a numeric value between 0 and 1. quantile to be applied to calculate the variability area}
-\item{sigma}{method to be used in computing intensity function}
-\item{...}{passed to the arguments of pcfinhom}
+\item{X}{an object of classes \link[trajectories]{Tracks}, \link[trajectories]{TracksCollection} or any list of \link[trajectories]{Track} objects.}
+\item{timestamp}{based on secs,mins,... .}
+\item{correction}{the type of correction to be used when computing pair correlation function.}
+\item{q}{(optional) a numeric value between 0 and 1. quantile to be applied to calculate the variability area.}
+\item{sigma}{method to be considered for bandwidth selection in computing intensity function.}
+\item{...}{arguments passed to the \link[spatstat]{pcfinhom}.}
 }
 \details{
-This calculates the variability area of  pair correlation function over time. If sigma=default, it calculates the variability area using the defaults of pcfinhom, otherwise it first estimate the intensity function using the given sigma as bandwidth selection method and then using the estimated intensity function, it estimates the variability area.
+The type of interaction (clustering, repulsion, randomness) between tracks in X might vary over time. The function \link[trajectories]{pcfinhom.Track} calculates the variability area of \link[spatstat]{pcfinhom} over time. The variability area is calculated based on the pair correlation functions of all obtained point patterns when converting a trajectory pattern to a list of point patterns. 
+
+If sigma=default, it calculates the variability area using the defaults of \link[spatstat]{pcfinhom}, otherwise it first estimates the intensity function using the given bandwidth selection method and then using the estimated intensity function it estimates the variability area.
+
+The lower and upper border of the variability area is calculated based on the \link[stats]{quantile} of values of all obtained pair correlation functions. q=0 means considering maximum and minimum.
+
+Note that, tracks in X should overlap in time.
 }
 \value{
-an object of class "gTrack"
+an object of class gTrack.
 }
 \author{
-Mohammad Mehdi Moradi <moradi@uji.es>
+Mohammad Mehdi Moradi <m2.moradi@yahoo.com>
 }
 
-%% ~Make other sections like Warning with \section{Warning }{....} ~
-
 \seealso{
 \link[trajectories]{rTrack}, \link[trajectories]{as.Track.ppp}, \link[spatstat]{pcfinhom}}
 \examples{
@@ -44,8 +45,4 @@ for(i in 1:100){
 }
 g <- pcfinhom.Track(X,timestamp = "180 sec")
 plot(g)
-}
-% Add one or more standard keywords, see file 'KEYWORDS' in the
-% R documentation directory.
-\keyword{ ~kwd1 }% use one of  RShowDoc("KEYWORDS")
-\keyword{ ~kwd2 }% __ONLY ONE__ keyword per line
+}
\ No newline at end of file
diff --git a/man/plot.KTrack.Rd b/man/plot.KTrack.Rd
index e4748ac..9ef2b7f 100644
--- a/man/plot.KTrack.Rd
+++ b/man/plot.KTrack.Rd
@@ -1,29 +1,23 @@
 \name{plot.KTrack}
 \alias{plot.KTrack}
-%- Also NEED an '\alias' for EACH other topic documented here.
 \title{
-Methods for class "KTrack"
+Methods for class KTrack
 }
 \description{
-Methods for class "KTrack"
+plot the K-function for a trajectory pattern.
 }
 \usage{
 \method{plot}{KTrack}(x, type = "l", col = "grey70",cex=1,line=2.2, ...)
 }
-%- maybe also 'usage' for other objects documented here.
+
 \arguments{
-  \item{x}{an object of class KTrack}
-  \item{type}{ line type}
-  \item{col}{ color}
-  \item{cex}{used for size of legend}
-  \item{line}{specifying a value for line overrides the default placement of labels, and places them this many lines outwards from the plot edge}
-  \item{...}{ passed on to plot}
-}
-\details{
-plotting the variability area of K-function of a list of tracks.}
-\value{
-a plot.
+  \item{x}{an object of class KTrack.}
+  \item{type}{line type.}
+  \item{col}{line color.}
+  \item{cex}{used for size of legend.}
+  \item{line}{specifying a value for line overrides the default placement of labels, see \link[graphics]{title}.}
+  \item{...}{arguments passed to plot.}
 }
 \author{
-Mohammad Mehdi Moradi <moradi@uji.es>
+Mohammad Mehdi Moradi <m2.moradi@yahoo.com>
 }
diff --git a/man/plot.arwlen.Rd b/man/plot.arwlen.Rd
index 1d2ccc4..049df6a 100644
--- a/man/plot.arwlen.Rd
+++ b/man/plot.arwlen.Rd
@@ -1,27 +1,24 @@
 \name{plot.arwlen}
 \alias{plot.arwlen}
-%- Also NEED an '\alias' for EACH other topic documented here.
 \title{
-Methods for class "arwlen"
+Methods for class arwlen
 }
 \description{
-Methods for class "arwlen"
+Methods for class arwlen.
 }
 \usage{
 \method{plot}{arwlen}(x, ...)
 }
-%- maybe also 'usage' for other objects documented here.
 \arguments{
-  \item{x}{ an object of class  "arwlen"}
-  \item{...}{ passed on to plot}
+  \item{x}{ an object of class  arwlen.}
+  \item{...}{arguments passed to plot.}
 }
 \value{
 a plot.
 }
 \author{
-Mohammad Mehdi Moradi <moradi@uji.es>
+Mohammad Mehdi Moradi <m2.moradi@yahoo.com>
 }
-
-%% ~Make other sections like Warning with \section{Warning }{....} ~
-
-\seealso{avemove}
+\seealso{
+\link[trajectories]{avemove}
+}
\ No newline at end of file
diff --git a/man/plot.distrack.Rd b/man/plot.distrack.Rd
index d4b36bf..56f6952 100644
--- a/man/plot.distrack.Rd
+++ b/man/plot.distrack.Rd
@@ -1,23 +1,19 @@
 \name{plot.distrack}
 \alias{plot.distrack}
-%- Also NEED an '\alias' for EACH other topic documented here.
 \title{
-Methods for class "distrack"
+Methods for class distrack
 }
 \description{
-The plot method for "distrack" objects.
+The plot method for class distrack.
 }
 \usage{
 \method{plot}{distrack}(x, ...)
 }
-%- maybe also 'usage' for other objects documented here.
 \arguments{
-  \item{x}{ an object of class "distrack" }
-  \item{...}{ ignored }
-}
-\details{
-This plots an object of class "distrack".
+\item{x}{ an object of class distrack.}
+\item{...}{arguments passed to plot.}
 }
+
 \author{
-Mohammad Mehdi Moradi <moradi@uji.es>
+Mohammad Mehdi Moradi <m2.moradi@yahoo.com>
 }
diff --git a/man/plot.gTrack.Rd b/man/plot.gTrack.Rd
index 7ad3639..2a67da0 100644
--- a/man/plot.gTrack.Rd
+++ b/man/plot.gTrack.Rd
@@ -1,22 +1,21 @@
 \name{plot.gTrack}
 \alias{plot.gTrack}
-%- Also NEED an '\alias' for EACH other topic documented here.
 \title{
-Methods for class "gTrack"
+Methods for class gTrack.
 }
 \description{
-plot method}
+plot the pair correlation function for a trajectory pattern.
+}
 \usage{
 \method{plot}{gTrack}(x, type = "l", col = "grey70",cex=1,line=2.2, ...)
 }
-%- maybe also 'usage' for other objects documented here.
 \arguments{
-  \item{x}{ an object of class "gTrack" }
-  \item{type}{ line type}
-  \item{col}{ line color}
-  \item{cex}{used for size of legend}
-  \item{line}{specifying a value for line overrides the default placement of labels, and places them this many lines outwards from the plot edge}
-  \item{...}{ passed on to plot}
+  \item{x}{ an object of class gTrack.}
+  \item{type}{line type.}
+  \item{col}{line color.}
+  \item{cex}{used for size of legend.}
+  \item{line}{specifying a value for line overrides the default placement of labels, see \link[graphics]{title}.}
+  \item{...}{arguments passed to plot.}
 }
 \author{
-Mohammad Mehdi Moradi <moradi@uji.es>}
+Mohammad Mehdi Moradi <m2.moradi@yahoo.com>}
diff --git a/man/print.ArimaTrack.Rd b/man/print.ArimaTrack.Rd
index 24fbd0c..5b8845a 100644
--- a/man/print.ArimaTrack.Rd
+++ b/man/print.ArimaTrack.Rd
@@ -1,26 +1,18 @@
 \name{print.ArimaTrack}
 \alias{print.ArimaTrack}
-%- Also NEED an '\alias' for EACH other topic documented here.
 \title{
-Methods for class "ArimaTrack"
+Methods for class ArimaTrack
 }
 \description{
-print method.}
+print method.
+}
 \usage{
-\method{print}{ArimaTrack}(x, ...)
+\method{print}{ArimaTrack}(x)
 }
-%- maybe also 'usage' for other objects documented here.
+
 \arguments{
-  \item{x}{ an  object of class "ArimaTrack" }
-  \item{...}{ignored}
+  \item{x}{ an  object of class ArimaTrack.}
 }
 \author{
-Mohammad Mehdi Moradi <moradi@uji.es>
-}
-
-%% ~Make other sections like Warning with \section{Warning }{....} ~
-
-% Add one or more standard keywords, see file 'KEYWORDS' in the
-% R documentation directory.
-\keyword{ ~kwd1 }% use one of  RShowDoc("KEYWORDS")
-\keyword{ ~kwd2 }% __ONLY ONE__ keyword per line
+Mohammad Mehdi Moradi <m2.moradi@yahoo.com>
+}
\ No newline at end of file
diff --git a/man/print.KTrack.Rd b/man/print.KTrack.Rd
index 25d78fc..f441562 100644
--- a/man/print.KTrack.Rd
+++ b/man/print.KTrack.Rd
@@ -1,22 +1,19 @@
 \name{print.KTrack}
 \alias{print.KTrack}
-%- Also NEED an '\alias' for EACH other topic documented here.
 \title{
-Methods for class "KTrack"
+Methods for class KTrack
 }
 \description{
-Methods for class "KTrack"
+print method.
 }
 \usage{
-\method{print}{KTrack}(x,...)
+\method{print}{KTrack}(x)
 }
-%- maybe also 'usage' for other objects documented here.
 \arguments{
-  \item{x}{ an object of class "KTrack" }
-  \item{...}{ ignored }
+  \item{x}{ an object of class KTrack.}
 }
-\details{ to print an object of class "KTrack".}
 \author{
-Mohammad Mehdi Moradi <moradi@uji.es>
+Mohammad Mehdi Moradi <m2.moradi@yahoo.com>
 }
 
+
diff --git a/man/print.Track.Rd b/man/print.Track.Rd
index 1d150b3..48989b2 100644
--- a/man/print.Track.Rd
+++ b/man/print.Track.Rd
@@ -1,22 +1,17 @@
 \name{print.Track}
 \alias{print.Track}
-%- Also NEED an '\alias' for EACH other topic documented here.
 \title{
-Methods for class "Track"
+Methods for class Track
 }
 \description{
-method to print an object of class "Track"}
+print method.
+}
 \usage{
-\method{print}{Track}(x,...)
+\method{print}{Track}(x)
 }
-%- maybe also 'usage' for other objects documented here.
 \arguments{
-  \item{x}{ an object of class "Track" }
-  \item{...}{ ignored}
+  \item{x}{ an object of class Track}
 }
 \author{
-Mohammad Mehdi Moradi <moradi@uji.es>
+Mohammad Mehdi Moradi <m2.moradi@yahoo.com>
 }
-
-%% ~Make other sections like Warning with \section{Warning }{....} ~
-
diff --git a/man/print.Tracks.Rd b/man/print.Tracks.Rd
index ef89489..4df2d56 100644
--- a/man/print.Tracks.Rd
+++ b/man/print.Tracks.Rd
@@ -1,22 +1,19 @@
 \name{print.Tracks}
 \alias{print.Tracks}
-%- Also NEED an '\alias' for EACH other topic documented here.
 \title{
-Methods for class "Tracks"
+Methods for class Tracks
 }
 \description{
-method to print an object of class "Tracks"}
+print method.
+}
 \usage{
-print.Tracks(X)
+\method{print}{Tracks}(X)
 }
-%- maybe also 'usage' for other objects documented here.
 \arguments{
-  \item{X}{
-an object of class "Tracks"
-}
+  \item{X}{an object of class Tracks.}
 }
 \author{
-Mohammad Mehdi Moradi <moradi@uji.es>
+Mohammad Mehdi Moradi <m2.moradi@yahoo.com>
 }
 
 
diff --git a/man/print.TracksCollection.Rd b/man/print.TracksCollection.Rd
index db8dc48..6811761 100644
--- a/man/print.TracksCollection.Rd
+++ b/man/print.TracksCollection.Rd
@@ -1,20 +1,17 @@
 \name{print.TracksCollection}
 \alias{print.TracksCollection}
-%- Also NEED an '\alias' for EACH other topic documented here.
 \title{
-Methods for class "TracksCollection"
+Methods for class TracksCollection
 }
 \description{
-method to print an object of class "TracksCollection"}
+print method.
+}
 \usage{
-print.TracksCollection(X)
+\method{print}{TracksCollection}(X)
 }
-%- maybe also 'usage' for other objects documented here.
 \arguments{
-  \item{X}{
-an object of class "TracksCollection"
-}
+  \item{X}{an object of class TracksCollection}
 }
 \author{
-Mohammad Mehdi Moradi <moradi@uji.es>
+Mohammad Mehdi Moradi <m2.moradi@yahoo.com>
 }
diff --git a/man/print.Trrow.Rd b/man/print.Trrow.Rd
index e2bee57..978bec0 100644
--- a/man/print.Trrow.Rd
+++ b/man/print.Trrow.Rd
@@ -1,23 +1,17 @@
 \name{print.Trrow}
 \alias{print.Trrow}
-%- Also NEED an '\alias' for EACH other topic documented here.
 \title{
-Methods for class "Trrow"
+Methods for class Trrow
 }
 \description{
-Print objetcs of class "Trrow"}
+print method.
+}
 \usage{
-\method{print}{Trrow}(x,...)
+\method{print}{Trrow}(x)
 }
-%- maybe also 'usage' for other objects documented here.
 \arguments{
-  \item{x}{ an object of class "Trrow" }
-  \item{...}{ ignored }
+  \item{x}{ an object of class Trrow.}
 }
 \author{
-Mohammad Mehdi Moradi <moradi@uji.es>
-}
-
-\seealso{
-as.Track.arrow
+Mohammad Mehdi Moradi <m2.moradi@yahoo.com>
 }
diff --git a/man/print.arwlen.Rd b/man/print.arwlen.Rd
index 2e9cb40..f9f7fe0 100644
--- a/man/print.arwlen.Rd
+++ b/man/print.arwlen.Rd
@@ -1,22 +1,18 @@
 \name{print.arwlen}
 \alias{print.arwlen}
-%- Also NEED an '\alias' for EACH other topic documented here.
 \title{
-Methods for class "arwlen"
+Methods for class arwlen
 }
 \description{
-to print an object of class "arwlen".}
+print method.
+}
+
 \usage{
-\method{print}{arwlen}(x,...)
+\method{print}{arwlen}(x)
 }
-%- maybe also 'usage' for other objects documented here.
 \arguments{
-  \item{x}{ an object of class "arqlen" }
-  \item{...}{ignored}
+  \item{x}{an object of class arwlen.}
 }
 \author{
-Mohammad Mehdi Moradi <moradi@uji.es>
-}
-
-%% ~Make other sections like Warning with \section{Warning }{....} ~
-
+Mohammad Mehdi Moradi <m2.moradi@yahoo.com>
+}
\ No newline at end of file
diff --git a/man/print.distrack.Rd b/man/print.distrack.Rd
index 50331c7..6764398 100644
--- a/man/print.distrack.Rd
+++ b/man/print.distrack.Rd
@@ -1,43 +1,19 @@
 \name{print.distrack}
 \alias{print.distrack}
-%- Also NEED an '\alias' for EACH other topic documented here.
 \title{
-Methods for class "distrack"
+Methods for class distrack
 }
 \description{
-This is a method for class "distrack".
+print method.
 }
+
 \usage{
-\method{print}{distrack}(x,...)
+\method{print}{distrack}(x)
 }
-%- maybe also 'usage' for other objects documented here.
+
 \arguments{
-  \item{x}{ an object of class "distrack"} 
-  \item{...}{ignored}
-}
-\details{
-This is a method for class "distrack".
-}
-\value{
-See the documentation on the corresponding generic function.
+  \item{x}{ an object of class distrack.} 
 }
 \author{
-Mohammad Mehdi Moradi <moradi@uji.es>
-}
-
-%% ~Make other sections like Warning with \section{Warning }{....} ~
-
-\examples{
-X <- list()
-for(i in 1:10){
-  m <- matrix(c(0,10,0,10),nrow=2,byrow = TRUE)
-  X[[i]] <- rTrack(bbox = m,transform = TRUE)
-}
-
-ave <- avedistTrack(X,timestamp = "30 secs")
-plot(ave,type="l")
-}
-% Add one or more standard keywords, see file 'KEYWORDS' in the
-% R documentation directory.
-\keyword{ ~kwd1 }% use one of  RShowDoc("KEYWORDS")
-\keyword{ ~kwd2 }% __ONLY ONE__ keyword per line
+Mohammad Mehdi Moradi <m2.moradi@yahoo.com>
+}
\ No newline at end of file
diff --git a/man/print.gTrack.Rd b/man/print.gTrack.Rd
index 2db0b1a..1af035f 100644
--- a/man/print.gTrack.Rd
+++ b/man/print.gTrack.Rd
@@ -1,19 +1,19 @@
 \name{print.gTrack}
 \alias{print.gTrack}
-%- Also NEED an '\alias' for EACH other topic documented here.
 \title{
-Methods for class "gTrack"
+Methods for class gTrack
 }
 \description{
-print method.}
+print method.
+}
 \usage{
-\method{print}{gTrack}(x,...)
+\method{print}{gTrack}(x)
 }
-%- maybe also 'usage' for other objects documented here.
 \arguments{
-  \item{x}{ an object of class "gTrack"} 
-  \item{...}{ignored}
+  \item{x}{ an object of class gTrack.} 
+}
+\author{
+Mohammad Mehdi Moradi <m2.moradi@yahoo.com>
 }
-\author{ Mohammad Mehdi Moradi <moradi@uji.es>}
 
 
diff --git a/man/range.Track.Rd b/man/range.Track.Rd
index c2f288d..43fe974 100644
--- a/man/range.Track.Rd
+++ b/man/range.Track.Rd
@@ -1,39 +1,27 @@
 \name{range.Track}
 \alias{range.Track}
-%- Also NEED an '\alias' for EACH other topic documented here.
 \title{
-range.Track
-%%  ~~function to do ... ~~
+range of a Track
 }
 \description{
-Retrieves the range of a "Track" object
-%%  ~~ A concise (1-5 lines) description of what the function does. ~~
+Retrieves the range of an object of class \link[trajectories]{Track}.
 }
 \usage{
 \method{range}{Track}(X,...)
 }
-%- maybe also 'usage' for other objects documented here.
 \arguments{
-  \item{X}{
-  an object of class "Track"
-%%     ~~Describe \code{X} here~~
-}
-\item{...}{passed to arguments of range}
+\item{X}{an object of class Track.}
+\item{...}{arguments passed to the \link[base]{range} function.}
 }
 \author{
-Mohammad Mehdi Moradi <moradi@uji.es>
+Mohammad Mehdi Moradi <m2.moradi@yahoo.com>
 }
 
-%% ~Make other sections like Warning with \section{Warning }{....} ~
 
 \seealso{
 \link[trajectories]{rTrack}, \link[trajectories]{rTracks}, \link[trajectories]{rTracksCollection}, \link[base]{range}
 }
 \examples{
 x <-  rTrack()
-range.Track(x)
+range(x)
 }
-% Add one or more standard keywords, see file 'KEYWORDS' in the
-% R documentation directory.
-\keyword{ ~kwd1 }% use one of  RShowDoc("KEYWORDS")
-\keyword{ ~kwd2 }% __ONLY ONE__ keyword per line
diff --git a/man/reTrack.Rd b/man/reTrack.Rd
index ec3c3a9..3792fc3 100644
--- a/man/reTrack.Rd
+++ b/man/reTrack.Rd
@@ -1,40 +1,33 @@
 \name{reTrack}
 \alias{reTrack}
-%- Also NEED an '\alias' for EACH other topic documented here.
 \title{
-Reconstruct objects of class "Track"
+Reconstruct objects of class Track.
 }
 \description{
-Function reTrack accepts X as an object of class "Track". Output is a reconstructed Track (again an object of class Track), based on a regular "timestamp". It only returns the interpolated points.
+Reconstruct objects of class \link[trajectories]{Track} according to a given timestamp.
 }
 \usage{
 reTrack(X,at=c("track","dfrm"),timestamp=timestamp,tsq=NULL)
 }
-%- maybe also 'usage' for other objects documented here.
 \arguments{
-  \item{X}{
-an object of class Track
-}
-\item{at}{
-to set the type of output as either an object of class "Track" or data.frame
-}
-\item{timestamp}{
-timestamp which Track be reconstructed based on
-}
-\item{tsq}{
-a time sequence to reconstruct Track X based on it. This is optional. If this is not given, the function creates the time sequance based on timestamp.
-}
+\item{X}{an object of class \link[trajectories]{Track}.}
+\item{at}{to set the type of output as either an object of class \link[trajectories]{Track} or \link[base]{data.frame}.}
+\item{timestamp}{a timestamp which \link[trajectories]{Track} be reconstructed based on.}
+\item{tsq}{(optional) a time sequence to reconstruct X based on it. If this is not given, the function creates the time sequance based on timestamp.}
 }
+
 \details{
-Sometimes tracks data are not collected according to a regular timestamp. In order to compare different tracks which share some time intervals, we might need to be aware of the locations in a regular timestamp. Function reTrack unables us to reconstruct an object of class "Track" based on a regular timestamp. Time sequance can be given by user, if not reTrack creates a regulare time sequance based on the given timestamp. 
+Sometimes tracks data are not collected according to a regular timestamp. In order to compare different tracks which share some time intervals, we might need to be aware of the locations in a regular timestamp. The function \link[trajectories]{reTrack} unables us to reconstruct an object of class \link[trajectories]{Track} based on a regular timestamp.
+
+Time sequance can be given by user through argument tsq, if not \link[trajectories]{reTrack} first creates a regulare time sequance based on the given timestamp. 
 }
 \value{
-Either an object of class "Track" or a data.frame
+an object of class \link[trajectories]{Track} or \link[base]{data.frame}.
 }
 \author{
-Mohammad Mehdi Moradi <moradi@uji.es>}
+Mohammad Mehdi Moradi <m2.moradi@yahoo.com>
+}
 
-%% ~Make other sections like Warning with \section{Warning }{....} ~
 
 \seealso{
 \link[trajectories]{rTrack}, \link[trajectories]{as.Track},
diff --git a/man/rtrack.Rd b/man/rtrack.Rd
index cfdee28..e8f3d74 100644
--- a/man/rtrack.Rd
+++ b/man/rtrack.Rd
@@ -38,7 +38,7 @@ In case it has length 1 and value 0, random walk is created using \link[stats]{r
 \value{An object of class \code{Track}, \code{Tracks} or \code{TracksCollection}.}
 \author{
 Edzer Pebesma <edzer.pebesma@uni-muenster.de>,
-Mohammad Mehdi Moradi <moradi@uji.es>
+Mohammad Mehdi Moradi <m2.moradi@yahoo.com>
 }
 \examples{
 x = rTrack()
diff --git a/man/tsqTracks.Rd b/man/tsqTracks.Rd
index 7ddd6e8..742cc7c 100644
--- a/man/tsqTracks.Rd
+++ b/man/tsqTracks.Rd
@@ -1,38 +1,34 @@
 \name{tsqTracks}
 \alias{tsqTracks}
-%- Also NEED an '\alias' for EACH other topic documented here.
 \title{
-tsqTracks
+sequance generation of time of a trajectory pattern
 }
 \description{
-tsqtracks returns a sequance of time based on a list of tracks (or a single object of class "Track"") and an argument timestamp.
-
+sequance generation of time of a trajectory pattern based on a given timestamp.
 }
 \usage{
 tsqTracks(X,timestamp)
 }
-%- maybe also 'usage' for other objects documented here.
+
 \arguments{
-  \item{X}{either an object of class "Track"" or a list of some objects of class "Track"
-%%     ~~Describe \code{x} here~~
-}
-\item{timestamp}{a timestamp to create the time sequence based on it}
+  \item{X}{an object of classes \link[trajectories]{Track}, \link[trajectories]{Tracks}, \link[trajectories]{TracksCollection} or any list of \link[trajectories]{Track} objects.}
+\item{timestamp}{a timestamp to generate the time sequence based on it.}
 }
 \details{
-This creates a sequence of time based on a track or a list of tracks.
-%%  ~~ If necessary, more details than the description above ~~
+This function generates a sequence of time based on a given timestamp for an object of classes \link[trajectories]{Track}, \link[trajectories]{Tracks}, \link[trajectories]{TracksCollection} or any list of \link[trajectories]{Track} objects.
 }
+
 \value{
-An object of class "POSIXct" or "POSIXt".
+An object of class \link[base]{POSIXct} or \link[base]{POSIXt}.
 }
-\author{
-Mohammad Mehdi Moradi <moradi@uji.es>}
 
-%% ~Make other sections like Warning with \section{Warning }{....} ~
+\author{
+Mohammad Mehdi Moradi <m2.moradi@yahoo.com>}
 
 \seealso{
-rTrack
+\link[trajectories]{rTrack}, \link[base]{seq}
 }
+
 \examples{
 library(sp)
 library(spacetime)
@@ -48,8 +44,4 @@ crs = CRS("+proj=longlat +ellps=WGS84") # longlat
 stidf = STIDF(SpatialPoints(cbind(x,y),crs), t, data.frame(co2 = rnorm(n)))
 A1 = Track(stidf)
 tsqTracks(A1,timestamp = "1 sec")
-}
-% Add one or more standard keywords, see file 'KEYWORDS' in the
-% R documentation directory.
-\keyword{ ~kwd1 }% use one of  RShowDoc("KEYWORDS")
-\keyword{ ~kwd2 }% __ONLY ONE__ keyword per line
+}
\ No newline at end of file
diff --git a/man/unique.Track.Rd b/man/unique.Track.Rd
index af94e7b..d1553d3 100644
--- a/man/unique.Track.Rd
+++ b/man/unique.Track.Rd
@@ -1,31 +1,27 @@
 \name{unique.Track}
 \alias{unique.Track}
-%- Also NEED an '\alias' for EACH other topic documented here.
 \title{
-unique.Track
+extract unique points from a trajectory pattern
 }
 \description{
-Removing duplicated points in a track}
+Removing duplicated points in a \link[trajectories]{Track}.}
 \usage{
 \method{unique}{Track}(x,...)
 }
-%- maybe also 'usage' for other objects documented here.
+
 \arguments{
-  \item{x}{
-an object of class "Track"
-}
-\item{...}{passed to arguments of unique}
+\item{x}{an object of class \link[trajectories]{Track}.}
+\item{...}{arguments passed to \link[base]{unique}.}
 }
+
 \details{
-This function removes duplicated points in an object of class "Track".}
+This function removes duplicated points in an object of class \link[trajectories]{Track}.}
 \value{
-An object of class Track with  no duplicated point.}
+An object of class \link[trajectories]{Track} with  no duplicated point.}
 \author{
-Mohammad Mehdi Moradi <moradi@uji.es>
+Mohammad Mehdi Moradi <m2.moradi@yahoo.com>
 }
 
-%% ~Make other sections like Warning with \section{Warning }{....} ~
-
 \seealso{
 \link[trajectories]{rTrack}, \link[trajectories]{rTracks}, \link[trajectories]{rTracksCollection}, \link[base]{unique}
 }
@@ -33,7 +29,3 @@ Mohammad Mehdi Moradi <moradi@uji.es>
 x <-  rTrack()
 unique(x)
 }
-% Add one or more standard keywords, see file 'KEYWORDS' in the
-% R documentation directory.
-\keyword{ ~kwd1 }% use one of  RShowDoc("KEYWORDS")
-\keyword{ ~kwd2 }% __ONLY ONE__ keyword per line

From 6de5a19c93175c75f277c45d0c37e48b10756536 Mon Sep 17 00:00:00 2001
From: Moradii <m2.moradi@yahoo.com>
Date: Sun, 26 May 2019 17:23:08 +0200
Subject: [PATCH 03/44] legend of K and pair plots edited

---
 R/Trackstat.R | 25 ++++++++++++++++---------
 1 file changed, 16 insertions(+), 9 deletions(-)

diff --git a/R/Trackstat.R b/R/Trackstat.R
index d37a132..14d74f6 100644
--- a/R/Trackstat.R
+++ b/R/Trackstat.R
@@ -404,15 +404,19 @@ plot.KTrack <- function(x,type="l",col= "grey70",cex=1,line=2.2,...){
     stop("spatstat required: install first?")
   ylim <- c(min(c(x$lowk,x$theo)),max(c(x$upk,x$theo)))
   plot(x$r,x$lowk,ylim=ylim,type=type,ylab="",xlab="r",...)
-  title(ylab=expression(K[inhom](r)),line = line,...)
+  title(ylab=expression(italic(K[inhom](r))),line = line,...)
   points(x$r,x$upk,type=type)
   polygon(c(x$r, rev(x$r)), c(x$upk, rev(x$lowk)),
           col = col, border = NA)
   points(x$r,x$theo,type=type,col=2)
   points(x$r,x$avek,type=type)
-  legend(0,max(c(x$upk,x$theo)),col = c(2,0,1),
-         legend=c(expression(K[inhom]^{pois}),"",expression(bar(K)[inhom])),
-         lty=c(1,1),cex = cex)
+  legend(0,max(c(x$upk,x$theo)),col = c(2,1,"grey70","grey70"),
+         legend=c(expression(italic(K[inhom]^{pois})),
+                  expression(italic(bar(K)[inhom])),
+                  expression(italic({hat(K)[inhom]^{high}}(r))),
+                  expression(italic({hat(K)[inhom]^{low}}(r)))
+         ),
+         lty=c(1,1,1,1),cex = cex)
 }
 
 pcfinhom.Track <- function(X,timestamp,
@@ -494,16 +498,19 @@ plot.gTrack <- function(x,type="l",col= "grey70",cex=1,line=2.2,...){
     stop("spatstat required: install first?")
   ylim <- c(min(x$lowg),max(x$upg))
   plot(x$r,x$lowg,ylim=ylim,xlab="r",ylab="",type=type,...)
-  title(ylab=expression(g[inhom](r)),line = line,...)
+  title(ylab=expression(italic(g[inhom](r))),line = line,...)
   points(x$r,x$upg,type=type)
   polygon(c(x$r, rev(x$r)), c(x$upg, rev(x$lowg)),
           col = col, border = NA)
   points(x$r,x$theo,type=type,col=2)
   points(x$r,x$aveg,type=type)
-  legend(0.01*max(x$r),max(x$upg),col = c(2,0,1),
-         legend=c(expression(g[inhom]^{pois}),"",
-                  expression(bar(g)[inhom])),
-         lty=c(1,1),cex=cex)
+  legend(0.01*max(x$r),max(x$upg),col = c(2,1,"grey70","grey70"),
+         legend=c(expression(italic(g[inhom]^{pois})),
+                  expression(italic(bar(g)[inhom])),
+                  expression(italic({hat(g)[inhom]^{high}}(r))),
+                  expression(italic({hat(g)[inhom]^{low}}(r)))
+         ),
+         lty=c(1,1,1,1),cex=cex)
 }
 
 auto.arima.Track <- function(X,...){

From 9213e13877a5bc316258f1a1b9349449adee4a59 Mon Sep 17 00:00:00 2001
From: Moradii <m2.moradi@yahoo.com>
Date: Thu, 6 Jun 2019 15:16:17 +0200
Subject: [PATCH 04/44] range.Tracks & range.TracksCollection

---
 NAMESPACE          |  5 +++--
 R/Trackstat.R      | 20 ++++++++++++++++++--
 man/range.Track.Rd | 10 +++++++---
 3 files changed, 28 insertions(+), 7 deletions(-)

diff --git a/NAMESPACE b/NAMESPACE
index 655fd27..0f0118c 100644
--- a/NAMESPACE
+++ b/NAMESPACE
@@ -69,8 +69,9 @@ S3method("print", "ArimaTrack")
 S3method("as", "list.Tracks")
 S3method("as", "list.TracksCollection")
 S3method("unique", "Track")
-S3method("range", "Track")
-
+S3method(range, Track)
+S3method(range, Tracks)
+S3method(range, TracksCollection)
 S3method(stack, TracksCollection)
 
 S3method(unstack, TracksCollection)
diff --git a/R/Trackstat.R b/R/Trackstat.R
index 14d74f6..b38286c 100644
--- a/R/Trackstat.R
+++ b/R/Trackstat.R
@@ -65,10 +65,26 @@ reTrack <- function(X,at=c("track","dfrm"),timestamp=timestamp,tsq=NULL){
 
 # range.Track returns the timerange of an object of class Track
 range.Track <- function(X,...) {
-  Y <- cbind(as.data.frame(X)[c(coordnames(X), "time")])
-  return(range(Y$time,...)) 
+  out <- as.data.frame(X)
+  return(range(out$time,...)) 
 }
 
+range.Tracks <- function(X,...) {
+  out <- lapply(X@tracks,as.data.frame)
+  out <- do.call(rbind,out)
+  return(range(out$time,...))
+}
+
+range.TracksCollection <- function(X,...) {
+  outf <- list()
+  for (i in 1:length(X@tracksCollection)) {
+    out <- lapply(X@tracksCollection[[i]]@tracks,as.data.frame)
+    outf[[i]] <- do.call(rbind,out)
+  }
+  outf <- do.call(rbind,outf)
+  
+  return(range(outf$time,...))
+}
 # tsqtracks returns a sequance of time based on a list of tracks (or a single object of class Track) and an argument timestamp
 tsqTracks <- function(X, timestamp){
   
diff --git a/man/range.Track.Rd b/man/range.Track.Rd
index 43fe974..ca12561 100644
--- a/man/range.Track.Rd
+++ b/man/range.Track.Rd
@@ -1,16 +1,20 @@
 \name{range.Track}
 \alias{range.Track}
+\alias{range.Tracks}
+\alias{range.TracksCollection}
 \title{
-range of a Track
+range
 }
 \description{
-Retrieves the range of an object of class \link[trajectories]{Track}.
+Retrieves the range of objects of classes \link[trajectories]{Track},\link[trajectories]{Tracks} and \link[trajectories]{TracksCollection}.
 }
 \usage{
 \method{range}{Track}(X,...)
+\method{range}{Tracks}(X,...)
+\method{range}{TracksCollection}(X,...)
 }
 \arguments{
-\item{X}{an object of class Track.}
+\item{X}{an object of class \link[trajectories]{Track},\link[trajectories]{Tracks} or \link[trajectories]{TracksCollection}.}
 \item{...}{arguments passed to the \link[base]{range} function.}
 }
 \author{

From a319f1307f93eff26319c387632d4e81b9f5817b Mon Sep 17 00:00:00 2001
From: Moradii <m2.moradi@yahoo.com>
Date: Thu, 6 Jun 2019 15:58:55 +0200
Subject: [PATCH 05/44] tsqTracks modified

---
 R/Trackstat.R | 14 +++++---------
 1 file changed, 5 insertions(+), 9 deletions(-)

diff --git a/R/Trackstat.R b/R/Trackstat.R
index b38286c..103007f 100644
--- a/R/Trackstat.R
+++ b/R/Trackstat.R
@@ -88,18 +88,14 @@ range.TracksCollection <- function(X,...) {
 # tsqtracks returns a sequance of time based on a list of tracks (or a single object of class Track) and an argument timestamp
 tsqTracks <- function(X, timestamp){
   
-  if(class(X)=="Tracks") X <- as.list.Tracks(X)
-  if (class(X)=="TracksCollection") X <- as.list.TracksCollection(X)
+  if(class(X)=="Track" | class(X)=="Tracks" | class(X)=="TracksCollection") timerange <- range(X)
   
-  timerange = if (is.list(X)) 
-    lapply(X, range.Track)
-  else 
-    range.Track(X)
+  if(class(X)=="list") timerange <- lapply(X, range) ; timerange <- range(timerange)
   
-  Trackrg <- range(timerange)
-  class(Trackrg) <- c('POSIXt','POSIXct')
+  class(timerange) <- c('POSIXct','POSIXt')
   # a seq from the range has been created every timestamp
-  timeseq <- seq(from=as.POSIXct(strftime(Trackrg[1])),to=as.POSIXct(strftime(Trackrg[2])),by = timestamp)
+  if (missing(timestamp)) stop("set timestamp")
+  timeseq <- seq(from=as.POSIXct(strftime(timerange[1])),to=as.POSIXct(strftime(timerange[2])),by = timestamp)
   
   return(timeseq)
   

From bfad67b34a1be7493b5835b49a8daff560e4c5db Mon Sep 17 00:00:00 2001
From: Moradii <m2.moradi@yahoo.com>
Date: Thu, 6 Jun 2019 16:13:33 +0200
Subject: [PATCH 06/44] from and to added to tsqTracks

---
 R/Trackstat.R | 5 ++++-
 1 file changed, 4 insertions(+), 1 deletion(-)

diff --git a/R/Trackstat.R b/R/Trackstat.R
index 103007f..ccc2780 100644
--- a/R/Trackstat.R
+++ b/R/Trackstat.R
@@ -86,8 +86,11 @@ range.TracksCollection <- function(X,...) {
   return(range(outf$time,...))
 }
 # tsqtracks returns a sequance of time based on a list of tracks (or a single object of class Track) and an argument timestamp
-tsqTracks <- function(X, timestamp){
+tsqTracks <- function(X, timestamp,from=NULL,to=NULL){
   
+  if(!(is.null(from) & is.null(to))) {
+    return(seq(from=as.POSIXct(strftime(from)),to=as.POSIXct(strftime(to)),by = timestamp))
+  }
   if(class(X)=="Track" | class(X)=="Tracks" | class(X)=="TracksCollection") timerange <- range(X)
   
   if(class(X)=="list") timerange <- lapply(X, range) ; timerange <- range(timerange)

From 5546facdebf7149c44dcba621920edccfcd3e742 Mon Sep 17 00:00:00 2001
From: Moradii <m2.moradi@yahoo.com>
Date: Thu, 6 Jun 2019 16:21:42 +0200
Subject: [PATCH 07/44] typo fixed

---
 man/as.Track.ppp.Rd | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/man/as.Track.ppp.Rd b/man/as.Track.ppp.Rd
index 3acabb7..152a749 100644
--- a/man/as.Track.ppp.Rd
+++ b/man/as.Track.ppp.Rd
@@ -1,7 +1,7 @@
 \name{as.Track.ppp}
 \alias{as.Track.ppp}
 \title{
-Conver a trajectory pattern to a list of objects of class ppp
+Convert a trajectory pattern to a list of objects of class ppp
 }
 
 \description{

From a09a8139300c0bced18e264b6665f007f950397f Mon Sep 17 00:00:00 2001
From: Moradii <m2.moradi@yahoo.com>
Date: Tue, 9 Jul 2019 15:38:56 +0200
Subject: [PATCH 08/44] ylab in plot.distrack modified

---
 R/Trackstat.R | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/R/Trackstat.R b/R/Trackstat.R
index ccc2780..7859d88 100644
--- a/R/Trackstat.R
+++ b/R/Trackstat.R
@@ -141,7 +141,7 @@ print.distrack <- function(x){
 
 plot.distrack <- function(x,...){
   x = unclass(x)
-  plot(attr(x,"tsq"), x, xlab="time",ylab="average distance",...)
+  plot(attr(x,"tsq"), x, xlab="time",ylab=expression(italic(bar(D))),...)
 }
 
 

From a33cb8309cd1d7fe42025d5f3f610c923abfed30 Mon Sep 17 00:00:00 2001
From: Moradii <m2.moradi@yahoo.com>
Date: Tue, 9 Jul 2019 21:49:59 +0200
Subject: [PATCH 09/44] idw as method

---
 NAMESPACE                          | 4 +---
 R/Trackstat.R                      | 2 +-
 man/{Track.idw.Rd => idw.Track.Rd} | 8 ++++----
 3 files changed, 6 insertions(+), 8 deletions(-)
 rename man/{Track.idw.Rd => idw.Track.Rd} (92%)

diff --git a/NAMESPACE b/NAMESPACE
index 0f0118c..0b78c54 100644
--- a/NAMESPACE
+++ b/NAMESPACE
@@ -28,7 +28,7 @@ export(
 	approxTrack, approxTracks, approxTracksCollection,
 	rTrack, rTracks, rTracksCollection, as.Track, as.Track.arrow,
 	as.Track.ppp, auto.arima.Track, avedistTrack, avemove, chimaps,
-	Kinhom.Track, pcfinhom.Track, reTrack, Track.idw,
+	Kinhom.Track, pcfinhom.Track, reTrack, idw.Track,
 	tsqTracks, unique.Track,as.list.Tracks,as.list.TracksCollection,range.Track
 )
 
@@ -73,9 +73,7 @@ S3method(range, Track)
 S3method(range, Tracks)
 S3method(range, TracksCollection)
 S3method(stack, TracksCollection)
-
 S3method(unstack, TracksCollection)
-
 S3method(c, Track)
 S3method(c, Tracks)
 S3method(c, TracksCollection)
diff --git a/R/Trackstat.R b/R/Trackstat.R
index 7859d88..3e047b0 100644
--- a/R/Trackstat.R
+++ b/R/Trackstat.R
@@ -260,7 +260,7 @@ print.Trrow <- function(x) {
   print(x) 
 } 
 
-Track.idw <- function(X,timestamp,epsilon=0,...){
+idw.Track <- function(X,timestamp,epsilon=0,...){
   stopifnot(class(X)=="list" | class(X)=="Tracks" | class(X)=="TracksCollection")
   
   if(class(X)=="Tracks") X <- as.list.Tracks(X)
diff --git a/man/Track.idw.Rd b/man/idw.Track.Rd
similarity index 92%
rename from man/Track.idw.Rd
rename to man/idw.Track.Rd
index efc7110..816107b 100644
--- a/man/Track.idw.Rd
+++ b/man/idw.Track.Rd
@@ -1,5 +1,5 @@
-\name{Track.idw}
-\alias{Track.idw}
+\name{idw.Track}
+\alias{idw.Track}
 \title{
 Movement smoothing of a trajectory pattern
 }
@@ -7,7 +7,7 @@ Movement smoothing of a trajectory pattern
 Movement smoothing of an object of classes \link[trajectories]{Tracks}, \link[trajectories]{TracksCollection} or any list of \link[trajectories]{Track} objects.
 }
 \usage{
-Track.idw(X,timestamp,epsilon=0,...)
+\method{idw}{Track}(X,timestamp,epsilon=0,...)
 }
 
 \arguments{
@@ -40,5 +40,5 @@ for(i in 1:10){
   m <- matrix(c(0,10,0,10),nrow=2,byrow = TRUE)
   X[[i]] <- rTrack(bbox = m,transform = TRUE)
 }
-Track.idw(X,timestamp="180 secs")
+idw.Track(X,timestamp="180 secs")
 }

From aca6dbd6d0d2cbe4a5f173243fcc5270df49f4c2 Mon Sep 17 00:00:00 2001
From: Moradii <m2.moradi@yahoo.com>
Date: Sun, 13 Oct 2019 22:03:12 +0200
Subject: [PATCH 10/44] Voronoi method accommodated in density.list

---
 R/Trackstat.R | 13 ++++++++++---
 1 file changed, 10 insertions(+), 3 deletions(-)

diff --git a/R/Trackstat.R b/R/Trackstat.R
index 3e047b0..4ccd511 100644
--- a/R/Trackstat.R
+++ b/R/Trackstat.R
@@ -193,7 +193,7 @@ print.ppplist <- function(x){
   print(x) 
 }
 
-density.list <- function(x, timestamp, ...) {
+density.list <- function(x, timestamp, method=c("kernel","Voronoi"), ...) {
   stopifnot(class(x)=="list" | class(x)=="Tracks" | class(x)=="TracksCollection")
   
   if(class(x)=="Tracks") x <- as.list.Tracks(x)
@@ -203,11 +203,18 @@ density.list <- function(x, timestamp, ...) {
   if (!requireNamespace("spatstat", quietly = TRUE))
     stop("spatstat required: install first?")
   
-  if (missing(timestamp)) stop("set timestamp") 
+  if (missing(timestamp)) stop("set timestamp")
+  if(missing(method)) method <- "kernel"
   
   p <- as.Track.ppp(x, timestamp)
   p <- p[!sapply(p, is.null)] 
-  imlist <- lapply(p, spatstat::density.ppp, ...)
+  if(any(method == "kernel")){
+    imlist <- lapply(p, spatstat::density.ppp, ...)  
+  }
+  else{
+    imlist <- lapply(p, spatstat::densityVoronoi, ...)  
+  }
+  
   out <- Reduce("+", imlist) / length(imlist)
   attr(out, "Tracksim") <- imlist
   attr(out, "ppps") <- p

From 86123d16289000ad21e82c2d3d85411ebe64b0e0 Mon Sep 17 00:00:00 2001
From: Moradii <m2.moradi@yahoo.com>
Date: Tue, 22 Oct 2019 23:38:35 +0200
Subject: [PATCH 11/44] reTrack is replaced by approxTrack

---
 R/Trackstat.R | 17 ++++++++++++-----
 1 file changed, 12 insertions(+), 5 deletions(-)

diff --git a/R/Trackstat.R b/R/Trackstat.R
index 4ccd511..45f15ea 100644
--- a/R/Trackstat.R
+++ b/R/Trackstat.R
@@ -152,7 +152,7 @@ unique.Track <- function(x,...){
 }
 
 
-as.Track.ppp <- function(X,timestamp){
+as.Track.ppp <- function(X,timestamp,...){
   
   stopifnot(class(X)=="list" | class(X)=="Tracks" | class(X)=="TracksCollection")
   
@@ -169,14 +169,21 @@ as.Track.ppp <- function(X,timestamp){
   timeseq <- tsqTracks(X,timestamp = timestamp)
   
   # reconstruct tracks in sequance timeseq
-  Z <- lapply(X,reTrack,tsq = timeseq,at="dfrm")
+  Z <- lapply(X=1:length(X), function(j){
+    i <- index(X[[j]])
+    i1 <- max(i)
+    i2 <- min(i)
+    seq <- timeseq[timeseq<i1 & timeseq>i2]
+    cbind(as.data.frame(approxTrack(X[[j]],seq,...)@sp),t=seq)   
+  })
+  
   id <- rep(1:length(Z),sapply(Z, nrow))
   Z <- do.call("rbind",Z)
   Z <- cbind(Z,id)
   allZ <- split(Z,Z[,3])
-  dx <- (max(Z$xcoor)-min(Z$xcoor))/1000
-  dy <- (max(Z$ycoor)-min(Z$ycoor))/1000
-  w <- spatstat::owin(c(min(Z$xcoor)-dx,max(Z$xcoor)+dx),c(min(Z$ycoor)-dy,max(Z$ycoor)+dy))
+  dx <- (max(Z$x)-min(Z$x))/1000
+  dy <- (max(Z$y)-min(Z$y))/1000
+  w <- spatstat::owin(c(min(Z$x)-dx,max(Z$x)+dx),c(min(Z$y)-dy,max(Z$y)+dy))
   
   Tppp <- lapply(X=1:length(allZ), function(i){
     p <- spatstat::as.ppp(allZ[[i]][,-c(3,4)],W=w)

From a174fb0cf2f54e0813051f1e6373cdbcb21b036e Mon Sep 17 00:00:00 2001
From: Moradii <m2.moradi@yahoo.com>
Date: Wed, 23 Oct 2019 22:15:20 +0200
Subject: [PATCH 12/44] get rid of some conflicts

---
 NAMESPACE               | 16 +---------------
 man/Kinhom.Track.Rd     |  7 +------
 man/as.Track.ppp.Rd     |  6 +-----
 man/avedistTrack.Rd     | 11 +----------
 man/avemove.Rd          |  7 +------
 man/pcfinhom.Track.Rd   |  6 +-----
 man/print.ArimaTrack.Rd | 10 +---------
 man/print.distrack.Rd   |  9 +--------
 man/tsqTracks.Rd        |  6 +-----
 9 files changed, 9 insertions(+), 69 deletions(-)

diff --git a/NAMESPACE b/NAMESPACE
index cc4572a..b405f29 100644
--- a/NAMESPACE
+++ b/NAMESPACE
@@ -29,12 +29,7 @@ export(
 	approxTrack, approxTracks, approxTracksCollection,
 	rTrack, rTracks, rTracksCollection, as.Track, as.Track.arrow,
 	as.Track.ppp, auto.arima.Track, avedistTrack, avemove, chimaps,
-<<<<<<< HEAD
-	Kinhom.Track, pcfinhom.Track, reTrack, idw.Track,
-	tsqTracks, unique.Track,as.list.Tracks,as.list.TracksCollection,range.Track
-=======
-	Kinhom.Track, pcfinhom.Track, reTrack, Track.idw, tsqTracks 
->>>>>>> refs/remotes/edzer/master
+	Kinhom.Track, pcfinhom.Track, reTrack,
 )
 
 exportMethods(
@@ -69,13 +64,6 @@ S3method(plot, arwlen)
 S3method(print, summary.Track)
 S3method(print, summary.Tracks)
 S3method(print, summary.TracksCollection)
-<<<<<<< HEAD
-S3method("print", "arwlen")
-S3method("print", "distrack")
-S3method("print", "gTrack")
-S3method("print", "KTrack")
-S3method("print", "Trrow")
-S3method("print", "ArimaTrack")
 S3method("as", "list.Tracks")
 S3method("as", "list.TracksCollection")
 S3method("unique", "Track")
@@ -87,7 +75,6 @@ S3method(unstack, TracksCollection)
 S3method(c, Track)
 S3method(c, Tracks)
 S3method(c, TracksCollection)
-=======
 S3method(print, arwlen)
 S3method(print, distrack)
 S3method(print, gTrack)
@@ -99,4 +86,3 @@ S3method(unique, Track)
 S3method(range, Track)
 S3method(stack, TracksCollection)
 S3method(unstack, TracksCollection)
->>>>>>> refs/remotes/edzer/master
diff --git a/man/Kinhom.Track.Rd b/man/Kinhom.Track.Rd
index 5651d42..7ae2f69 100644
--- a/man/Kinhom.Track.Rd
+++ b/man/Kinhom.Track.Rd
@@ -51,12 +51,7 @@ for(i in 1:100){
   m <- matrix(c(0,10,0,10),nrow=2,byrow = TRUE)
   X[[i]] <- rTrack(bbox = m,transform = TRUE)
 }
-<<<<<<< HEAD
 k <- Kinhom.Track(X,timestamp = "180 secs")
 plot(k)
-}
-=======
 Kinhom.Track(X,timestamp = "180 secs")
-
-}
->>>>>>> refs/remotes/edzer/master
+}
\ No newline at end of file
diff --git a/man/as.Track.ppp.Rd b/man/as.Track.ppp.Rd
index 9d3e589..152a749 100644
--- a/man/as.Track.ppp.Rd
+++ b/man/as.Track.ppp.Rd
@@ -42,8 +42,4 @@ for(i in 1:10){
   X[[i]] <- rTrack(bbox = m,transform = TRUE)
 }
 Y <- as.Track.ppp(X,timestamp="120 secs")
-<<<<<<< HEAD
-}
-=======
-}
->>>>>>> refs/remotes/edzer/master
+}
\ No newline at end of file
diff --git a/man/avedistTrack.Rd b/man/avedistTrack.Rd
index ab1f73e..b042df9 100644
--- a/man/avedistTrack.Rd
+++ b/man/avedistTrack.Rd
@@ -44,15 +44,6 @@ for(i in 1:10){
   m <- matrix(c(0,10,0,10),nrow=2,byrow = TRUE)
   X[[i]] <- rTrack(bbox = m,transform = TRUE)
 }
-
-<<<<<<< HEAD
 out <- avedistTrack(X,timestamp = "120 secs")
 plot(out,type="l")
-}
-=======
-ave <- avedistTrack(X,timestamp = "120 secs")
-plot(ave,type="l")
-
-
-}
->>>>>>> refs/remotes/edzer/master
+}
\ No newline at end of file
diff --git a/man/avemove.Rd b/man/avemove.Rd
index 9d2c97b..627fc48 100644
--- a/man/avemove.Rd
+++ b/man/avemove.Rd
@@ -47,11 +47,6 @@ for(i in 1:10){
   m <- matrix(c(0,10,0,10),nrow=2,byrow = TRUE)
   X[[i]] <- rTrack(bbox = m,transform = TRUE)
 }
-<<<<<<< HEAD
 out <- avemove(X,timestamp = "30 secs")
 plot(out,type="l")
-}
-=======
-avemove(X,timestamp = "30 secs")
-}
->>>>>>> refs/remotes/edzer/master
+}
\ No newline at end of file
diff --git a/man/pcfinhom.Track.Rd b/man/pcfinhom.Track.Rd
index 9dcbc1c..04684be 100644
--- a/man/pcfinhom.Track.Rd
+++ b/man/pcfinhom.Track.Rd
@@ -45,8 +45,4 @@ for(i in 1:100){
 }
 g <- pcfinhom.Track(X,timestamp = "180 sec")
 plot(g)
-<<<<<<< HEAD
-}
-=======
-}
->>>>>>> refs/remotes/edzer/master
+}
\ No newline at end of file
diff --git a/man/print.ArimaTrack.Rd b/man/print.ArimaTrack.Rd
index d87d0c7..5b8845a 100644
--- a/man/print.ArimaTrack.Rd
+++ b/man/print.ArimaTrack.Rd
@@ -14,13 +14,5 @@ print method.
   \item{x}{ an  object of class ArimaTrack.}
 }
 \author{
-<<<<<<< HEAD
 Mohammad Mehdi Moradi <m2.moradi@yahoo.com>
-}
-=======
-Mohammad Mehdi Moradi <moradi@uji.es>
-}
-
-%% ~Make other sections like Warning with \section{Warning }{....} ~
-
->>>>>>> refs/remotes/edzer/master
+}
\ No newline at end of file
diff --git a/man/print.distrack.Rd b/man/print.distrack.Rd
index 01f5d8c..2770b92 100644
--- a/man/print.distrack.Rd
+++ b/man/print.distrack.Rd
@@ -15,14 +15,8 @@ print method.
   \item{x}{ an object of class distrack.} 
 }
 \author{
-<<<<<<< HEAD
 Mohammad Mehdi Moradi <m2.moradi@yahoo.com>
 }
-=======
-Mohammad Mehdi Moradi <moradi@uji.es>
-}
-
-%% ~Make other sections like Warning with \section{Warning }{....} ~
 
 \examples{
 X <- list()
@@ -33,5 +27,4 @@ for(i in 1:10){
 
 ave <- avedistTrack(X,timestamp = "30 secs")
 plot(ave,type="l")
-}
->>>>>>> refs/remotes/edzer/master
+}
\ No newline at end of file
diff --git a/man/tsqTracks.Rd b/man/tsqTracks.Rd
index 463d3aa..742cc7c 100644
--- a/man/tsqTracks.Rd
+++ b/man/tsqTracks.Rd
@@ -44,8 +44,4 @@ crs = CRS("+proj=longlat +ellps=WGS84") # longlat
 stidf = STIDF(SpatialPoints(cbind(x,y),crs), t, data.frame(co2 = rnorm(n)))
 A1 = Track(stidf)
 tsqTracks(A1,timestamp = "1 sec")
-<<<<<<< HEAD
-}
-=======
-}
->>>>>>> refs/remotes/edzer/master
+}
\ No newline at end of file

From d207d35236faa0da44c7046ac5357be5462e32d4 Mon Sep 17 00:00:00 2001
From: Moradii <m2.moradi@yahoo.com>
Date: Wed, 23 Oct 2019 22:15:34 +0200
Subject: [PATCH 13/44] get rid of some conflicts

---
 NAMESPACE | 2 ++
 1 file changed, 2 insertions(+)

diff --git a/NAMESPACE b/NAMESPACE
index b405f29..0f9c992 100644
--- a/NAMESPACE
+++ b/NAMESPACE
@@ -30,6 +30,8 @@ export(
 	rTrack, rTracks, rTracksCollection, as.Track, as.Track.arrow,
 	as.Track.ppp, auto.arima.Track, avedistTrack, avemove, chimaps,
 	Kinhom.Track, pcfinhom.Track, reTrack,
+	tsqTracks,unique.Track,as.list.Tracks,as.list.TracksCollection,range.Track,
+	idw.Track
 )
 
 exportMethods(

From 50f7ed68e0be4e84bf2b595e7b31187d0d16d983 Mon Sep 17 00:00:00 2001
From: Moradii <m2.moradi@yahoo.com>
Date: Sun, 27 Oct 2019 21:23:14 +0100
Subject: [PATCH 14/44] Frechet distance fixed

FrechetDist(x,y) was not eual to FrechetDist(x,y) sometimes
---
 R/compare-methods.R | 1 -
 1 file changed, 1 deletion(-)

diff --git a/R/compare-methods.R b/R/compare-methods.R
index ee0f6b1..4ad45a1 100644
--- a/R/compare-methods.R
+++ b/R/compare-methods.R
@@ -126,7 +126,6 @@ frechetDist <- function(track1, track2) {
       dists[i,j] <- max(dists[i,j], min(dists[i-1,j], dists[i-1,j-1], dists[i,j-1]))
     }
   }
-  max(xts::last(xts::last(dists)))
 }
 
 

From 048e3f00a2db1566f37ae78079e996061247b368 Mon Sep 17 00:00:00 2001
From: Moradii <m2.moradi@yahoo.com>
Date: Sun, 27 Oct 2019 21:26:58 +0100
Subject: [PATCH 15/44] FrechetDist fixed

FrechetDist(x,y) was not eual to FrechetDist(x,y) sometimes
---
 R/compare-methods.R | 3 +++
 1 file changed, 3 insertions(+)

diff --git a/R/compare-methods.R b/R/compare-methods.R
index 4ad45a1..5b80da3 100644
--- a/R/compare-methods.R
+++ b/R/compare-methods.R
@@ -119,6 +119,7 @@ frechetDist <- function(track1, track2) {
   if (!identicalCRS(track1, track2))
     stop("CRS are not identical!")
   dists <- spDists(track1@sp, track2@sp) #dists between all points
+  if(all(diag(dists)==0)){return(0)}
   dists[,1] <- cummax(dists[,1]) # cases where one of the trajectories is a point 
   dists[1,] <- cummax(dists[1,])
   for (i in 2:nrow(dists)) { # build rest of frechet distance matrix
@@ -126,6 +127,8 @@ frechetDist <- function(track1, track2) {
       dists[i,j] <- max(dists[i,j], min(dists[i-1,j], dists[i-1,j-1], dists[i,j-1]))
     }
   }
+  min(max(xts::last(xts::last(dists))),max(xts::last(xts::last(t(dists)))))
+  # max(xts::last(xts::last(dists)))
 }
 
 

From 8afd2f0a46aa90b6f9ec0d37c35c62791f84a4b7 Mon Sep 17 00:00:00 2001
From: Moradii <m2.moradi@yahoo.com>
Date: Sun, 27 Oct 2019 23:08:41 +0100
Subject: [PATCH 16/44] density.list now accepets functions to be applied to
 pixel values over time

---
 R/Trackstat.R       | 7 +++++--
 man/density.list.Rd | 5 +++--
 2 files changed, 8 insertions(+), 4 deletions(-)

diff --git a/R/Trackstat.R b/R/Trackstat.R
index 45f15ea..106b90e 100644
--- a/R/Trackstat.R
+++ b/R/Trackstat.R
@@ -200,7 +200,7 @@ print.ppplist <- function(x){
   print(x) 
 }
 
-density.list <- function(x, timestamp, method=c("kernel","Voronoi"), ...) {
+density.list <- function(x, timestamp, method=c("kernel","Voronoi"), Fun=mean, ...) {
   stopifnot(class(x)=="list" | class(x)=="Tracks" | class(x)=="TracksCollection")
   
   if(class(x)=="Tracks") x <- as.list.Tracks(x)
@@ -221,8 +221,11 @@ density.list <- function(x, timestamp, method=c("kernel","Voronoi"), ...) {
   else{
     imlist <- lapply(p, spatstat::densityVoronoi, ...)  
   }
+  out <- sapply(imlist,"[")
+  out <- apply(out,1,Fun)
+  out <- as.im(matrix(out,nrow=nrow(imlist[[1]]),ncol(imlist[[1]])))
   
-  out <- Reduce("+", imlist) / length(imlist)
+  # out <- Reduce("+", imlist) / length(imlist)
   attr(out, "Tracksim") <- imlist
   attr(out, "ppps") <- p
   return(out)
diff --git a/man/density.list.Rd b/man/density.list.Rd
index 0c40df2..1a85ffc 100644
--- a/man/density.list.Rd
+++ b/man/density.list.Rd
@@ -9,16 +9,17 @@ Estimating the intensity of an object of classes \link[trajectories]{Tracks}, \l
 }
 
 \usage{
-\method{density}{list}(x, timestamp,...)
+\method{density}{list}(x, timestamp,FUN=mean,...)
 }
 \arguments{
 \item{x}{an object of classes \link[trajectories]{Tracks}, \link[trajectories]{TracksCollection} or any list of \link[trajectories]{Track} objects.}
 \item{timestamp}{based on secs, mins, ... .}
+\item{FUN}{a function to be applied to the values of each pixel, see details}
 \item{...}{arguments passed to  the \link[spatstat]{density.ppp}.}
 }
 
 \details{
-This function converts a trajectory pattern to a list of spatial point patterns and then it calclulates the intensity of each obtained point pattern using \link[spatstat]{density.ppp}. The average of resulted estimated intensity is considered as the intensity of X. Bandwidth selection methods such as \link[spatstat]{bw.diggle}, \link[spatstat]{bw.scott} and \link[spatstat]{bw.ppl} can be considered in \link[trajectories]{density.list}.
+This function converts a trajectory pattern to a list of spatial point patterns and then it calclulates the intensity of each obtained point pattern using \link[spatstat]{density.ppp}. This results in a list of images in which function FUN (default mean) will then be applied to the corresponding values of each pixel. Bandwidth selection methods such as \link[spatstat]{bw.diggle}, \link[spatstat]{bw.scott} and \link[spatstat]{bw.ppl} can be considered in \link[trajectories]{density.list}.
 
 Note that, tracks in X should overlap in time.
 }

From 5fd095cb1b68e048360043477549b252a185a885 Mon Sep 17 00:00:00 2001
From: Moradii <m2.moradi@yahoo.com>
Date: Sun, 27 Oct 2019 23:22:04 +0100
Subject: [PATCH 17/44] idw now accepets functions to be applied to pixel
 values over time

---
 R/Trackstat.R    | 13 ++++++++++---
 man/idw.Track.Rd |  5 +++--
 2 files changed, 13 insertions(+), 5 deletions(-)

diff --git a/R/Trackstat.R b/R/Trackstat.R
index 106b90e..5456461 100644
--- a/R/Trackstat.R
+++ b/R/Trackstat.R
@@ -277,7 +277,7 @@ print.Trrow <- function(x) {
   print(x) 
 } 
 
-idw.Track <- function(X,timestamp,epsilon=0,...){
+idw.Track <- function(X,timestamp,epsilon=0,Fun=mean,...){
   stopifnot(class(X)=="list" | class(X)=="Tracks" | class(X)=="TracksCollection")
   
   if(class(X)=="Tracks") X <- as.list.Tracks(X)
@@ -289,8 +289,15 @@ idw.Track <- function(X,timestamp,epsilon=0,...){
   
   Y <- as.Track.arrow(X,timestamp,epsilon=epsilon)
   Z <- lapply(Y, spatstat::idw, ...)
-  meanIDW <- Reduce("+",Z)/length(Z)
-  return(meanIDW)
+  
+  out <- sapply(Z,"[")
+  out <- apply(out,1,Fun)
+  out <- as.im(matrix(out,nrow=nrow(Z[[1]]),ncol(Z[[1]])))
+  
+  attr(out, "idws") <- Z
+  
+  # meanIDW <- Reduce("+",Z)/length(Z)
+  return(out)
 }
 
 avemove <- function(X,timestamp,epsilon=0){
diff --git a/man/idw.Track.Rd b/man/idw.Track.Rd
index 816107b..4b8692d 100644
--- a/man/idw.Track.Rd
+++ b/man/idw.Track.Rd
@@ -7,19 +7,20 @@ Movement smoothing of a trajectory pattern
 Movement smoothing of an object of classes \link[trajectories]{Tracks}, \link[trajectories]{TracksCollection} or any list of \link[trajectories]{Track} objects.
 }
 \usage{
-\method{idw}{Track}(X,timestamp,epsilon=0,...)
+\method{idw}{Track}(X,timestamp,epsilon=0,Fun=mean,...)
 }
 
 \arguments{
   \item{X}{an object of classes \link[trajectories]{Tracks}, \link[trajectories]{TracksCollection} or any list of \link[trajectories]{Track} objects.}
 \item{timestamp}{based on secs,mins, ... .}
 \item{epsilon}{(optional) movements with a length less than epsilon are not considered in the calculation.}
+\item{Fun}{a function to be applied to the values of each pixel, see details}
 \item{...}{arguments passed to \link[spatstat]{idw} function.}
 }
 \details{
 Performs spatial smoothing to an object of classes \link[trajectories]{Tracks}, \link[trajectories]{TracksCollection} or any list of \link[trajectories]{Track} objects.
 
-X will be converted to a list of marked point patterns using \link[trajectories]{as.Track.arrow} and then inverse-distance weighted smoothing will be applied to each obtained marked point pattern using \link[spatstat]{idw}. The average of all smoothed maps is considered as an inverse-distance weighted smoothing of X.
+X will be converted to a list of marked point patterns using \link[trajectories]{as.Track.arrow} where marks are the length of movements at corresponding points, and then inverse-distance weighted smoothing will be applied to each obtained marked point pattern using \link[spatstat]{idw}. This results in a list of images in which function FUN (default mean) will then be applied to the corresponding values of each pixel.
 
 Note that, tracks in X should overlap in time.
 }

From 2a8f8ca82f07e9280e27da1518bdde266216bb94 Mon Sep 17 00:00:00 2001
From: Moradii <m2.moradi@yahoo.com>
Date: Sun, 27 Oct 2019 23:22:35 +0100
Subject: [PATCH 18/44] typo

---
 man/density.list.Rd | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/man/density.list.Rd b/man/density.list.Rd
index 1a85ffc..1adc36c 100644
--- a/man/density.list.Rd
+++ b/man/density.list.Rd
@@ -9,12 +9,12 @@ Estimating the intensity of an object of classes \link[trajectories]{Tracks}, \l
 }
 
 \usage{
-\method{density}{list}(x, timestamp,FUN=mean,...)
+\method{density}{list}(x, timestamp,Fun=mean,...)
 }
 \arguments{
 \item{x}{an object of classes \link[trajectories]{Tracks}, \link[trajectories]{TracksCollection} or any list of \link[trajectories]{Track} objects.}
 \item{timestamp}{based on secs, mins, ... .}
-\item{FUN}{a function to be applied to the values of each pixel, see details}
+\item{Fun}{a function to be applied to the values of each pixel, see details.}
 \item{...}{arguments passed to  the \link[spatstat]{density.ppp}.}
 }
 

From 6009b8d128ad267e33c49d04494dc8fa7f5ed774 Mon Sep 17 00:00:00 2001
From: Moradii <m2.moradi@yahoo.com>
Date: Sun, 10 Nov 2019 19:52:47 +0100
Subject: [PATCH 19/44] separate documentation for TrackStats, TrackSummary and
 TracksSummary

---
 man/Track-class.Rd | 32 +++++++++++---------------------
 man/TrackStats.Rd  | 45 +++++++++++++++++++++++++++++++++++++++++++++
 2 files changed, 56 insertions(+), 21 deletions(-)
 create mode 100644 man/TrackStats.Rd

diff --git a/man/Track-class.Rd b/man/Track-class.Rd
index 191b7a0..d1ffc45 100644
--- a/man/Track-class.Rd
+++ b/man/Track-class.Rd
@@ -7,9 +7,6 @@
 \alias{Track}
 \alias{Tracks}
 \alias{TracksCollection}
-\alias{TrackStats}
-\alias{TrackSummary}
-\alias{TracksSummary}
 \alias{[,Track-method} 
 \alias{[,Tracks-method} 
 \alias{[,TracksCollection-method}
@@ -51,8 +48,11 @@
 \alias{approxTracksCollection}
 
 \title{Classes "Track", "Tracks", and "TracksCollection"}
+
 \description{ Classes for representing sets of trajectory data, 
-with attributes, for different IDs (persons, objects, etc) }
+with attributes, for different IDs (persons, objects, etc)
+}
+
 \section{Objects from the Class}{ 
 Objects of class \code{Track} extend \link{STIDF-class} 
 and contain single trips or tracks, 
@@ -61,6 +61,7 @@ for a single ID (person, object or tracking device), objects of class
 \code{TracksCollection} contain multiple \code{Tracks} objects for
 different IDs.
 }
+
 \section{Slots of class "Track"}{
   \describe{
 	\item{\code{sp}:}{spatial locations of the track points, with length n}
@@ -72,6 +73,7 @@ different IDs.
 	attributes between the track points such as distance and speed }
   }
 }
+
 \section{Slots of class "Tracks"}{
   \describe{
     \item{\code{tracks}:}{\code{list} with \code{Track} objects, of length m}
@@ -79,6 +81,7 @@ different IDs.
 	summary data for each \code{Track} object}
   }
 }
+
 \section{Slots of class "TracksCollection"}{
   \describe{
     \item{\code{tracksCollection}:}{\code{list} \code{Tracks} objects, of
@@ -87,6 +90,7 @@ different IDs.
 	containing summary data for each \code{Tracks} object}
   }
 }
+
 \section{Methods}{
   \describe{
     \item{[[}{\code{signature(obj = "Track")}: retrieves the attribute element}
@@ -120,9 +124,6 @@ different IDs.
   		fn = TrackSummary)
   TracksCollection(tracksCollection, tracksCollectionData,
   		fn = TracksSummary)
-  TrackStats(track)
-  TrackSummary(track)
-  TracksSummary(tracksCollection)
   \S4method{[}{Track}(x, i, j, ..., drop = TRUE)
   \S4method{[}{TracksCollection}(x, i, j, ..., drop = TRUE)
   \S4method{coerce}{Track,data.frame}(from, to)
@@ -151,25 +152,14 @@ different IDs.
 \item{to}{target class}
 }
 
-\value{Functions \code{Track}, \code{Tracks} and
+\value{
+Functions \code{Track}, \code{Tracks} and
 \code{TracksCollection} are constructor functions that take the
 slots as arguments, check object validity, and compute summary
 statistics on the track and tracks sets.
-
-\code{TrackStats} returns a \code{data.frame} with for each track
-segment the distance, duration, speed, and direction. In case data are
-geographical coordinates (long/lat), distance is in m, and direction
-is initial bearing.
-
-\code{TrackSummary} reports for each track xmin, xmax, ymin, ymax,
-tmin, tmax, (number of points) n, (total) distance, and medspeed
-(median speed).
-
-\code{TracksSummary} reports for each Tracks of a TracksCollection
-(number of tracks) n, xmin, xmax, ymin, ymax, tmin, tmin, tmax.
 }
 
-\author{ Edzer Pebesma, \email{edzer.pebesma@uni-muenster.de} }
+\author{Edzer Pebesma, \email{edzer.pebesma@uni-muenster.de} }
 \references{ http://www.jstatsoft.org/v51/i07/ }
 
 \note{\code{segments} is a \code{data.frame} form in which track
diff --git a/man/TrackStats.Rd b/man/TrackStats.Rd
new file mode 100644
index 0000000..6e1fee9
--- /dev/null
+++ b/man/TrackStats.Rd
@@ -0,0 +1,45 @@
+\name{TrackStats}
+\alias{TrackStats}
+\alias{TrackSummary}
+\alias{TracksSummary}
+
+\title{
+Statistics for objects of class Track, Tracks and TracksCollection
+}
+\description{
+Some statistics for objects of class Track, Tracks and TracksCollection.}
+\usage{
+TrackStats(X)
+TrackSummary(X)
+TracksSummary(X)
+}
+\arguments{
+  \item{X}{an object of class \link[trajectories]{Track} or a list of \link[trajectories]{Tracks} objects
+}
+}
+\details{
+\link[trajectories]{TrackStats} returns a data.frame with the distance, duration, speed, and direction of each segment of X (an object of class Track). In case data are geographical coordinates (long/lat), distance is in m, and direction is initial bearing. Direction reperesents the turnning angle, two-argument arc-tangent, in Degree.
+
+\link[trajectories]{TrackSummary} returns a data.frame with minimum and maximum of x,y and time of X (an object of class Track) together with number of its spatial points, total distance traveled and median of speed.
+
+
+\link[trajectories]{TracksSummary} returns a data.frame with minimum and maximum of x,y and time of X (a list of objects of class Tracks)
+}
+
+\value{
+a data frame
+}
+\author{
+Edzer Pebesma, \email{edzer.pebesma@uni-muenster.de}
+}
+\seealso{
+\link[trajectories]{Track}, \link[trajectories]{Tracks}, \link[trajectories]{rTrack}
+}
+\examples{
+X <- rTrack()
+TrackStats(X)
+TrackSummary(X)
+
+X <- list(rTracks(),rTracks())
+TracksSummary(X)
+}

From c013ab28f900529f4d5d4c96dbc522d4f723eab0 Mon Sep 17 00:00:00 2001
From: Moradii <m2.moradi@yahoo.com>
Date: Sun, 10 Nov 2019 19:53:14 +0100
Subject: [PATCH 20/44] small edit

---
 R/Class-Tracks.R | 4 +++-
 R/rtracks.R      | 4 ++--
 2 files changed, 5 insertions(+), 3 deletions(-)

diff --git a/R/Class-Tracks.R b/R/Class-Tracks.R
index 19704e5..8d3ce79 100644
--- a/R/Class-Tracks.R
+++ b/R/Class-Tracks.R
@@ -100,7 +100,7 @@ TrackSummary = function(track) {
 	ix = index(track@time)
 	bb = bbox(track@sp)
 	conn = track@connections
-	data.frame(
+	d <- data.frame(
 		xmin = bb[1,1],
 		xmax = bb[1,2],
 		ymin = bb[2,1],
@@ -112,6 +112,8 @@ TrackSummary = function(track) {
 		medspeed = quantile(conn$speed, 0.5)
 		# TODO Compute some mean direction?
 	)
+	rownames(d) <- NULL
+	d
 }
 
 # Pre-computes elements of tracksData.
diff --git a/R/rtracks.R b/R/rtracks.R
index cfbed2a..a354621 100644
--- a/R/rtracks.R
+++ b/R/rtracks.R
@@ -69,11 +69,11 @@ print.Track <- function(x){
 
 print.Tracks <- function(X){
   cat("An object of class Tracks" ,"\n");
-  cat(paste0(length(X@tracks)), "tracks followed by a single object")
+  cat(paste0(length(X@tracks)), "tracks followed by a single object","\n")
 }
 
 print.TracksCollection <- function(X){
   cat("An object of class TracksCollection" ,"\n");
   cat(paste0(length(X@tracksCollection))
-      , "collection of tracks followed by", paste0(length(X@tracksCollection)), " object")
+      , "collection of tracks followed by", paste0(length(X@tracksCollection)), " object","\n")
 }

From 9a63cabefd956b4c520886828276604fcfc9de03 Mon Sep 17 00:00:00 2001
From: Moradii <m2.moradi@yahoo.com>
Date: Mon, 11 Nov 2019 23:36:45 +0100
Subject: [PATCH 21/44] unnecessary removed

---
 man/Track.idw.Rd | 45 ---------------------------------------------
 1 file changed, 45 deletions(-)
 delete mode 100644 man/Track.idw.Rd

diff --git a/man/Track.idw.Rd b/man/Track.idw.Rd
deleted file mode 100644
index a0a0e7c..0000000
--- a/man/Track.idw.Rd
+++ /dev/null
@@ -1,45 +0,0 @@
-\name{Track.idw}
-\alias{Track.idw}
-%- Also NEED an '\alias' for EACH other topic documented here.
-\title{
-Movement smoothing of trajectory pattern
-}
-\description{
-Movement smoothing of trajectory pattern
-}
-\usage{
-Track.idw(X,timestamp,epsilon=epsilon,...)
-}
-%- maybe also 'usage' for other objects documented here.
-\arguments{
-  \item{X}{
-a list of objects of class "Track"
-}
-\item{timestamp}{
-based on secs,mins, ...
-}
-\item{epsilon}{(optional) movements with length less than epsilon are not considered in the calculation}
-\item{...}{passed to arguments of fucntion idw in spatstat}
-}
-\details{
-Performs spatial smoothing to the movements of a list of tracks.
-}
-\value{
-an image of class "im".
-}
-\author{
-Mohammad Mehdi Moradi <moradi@uji.es>
-}
-
-%% ~Make other sections like Warning with \section{Warning }{....} ~
-
-\seealso{
-\link[trajectories]{as.Track.arrow}, \link[spatstat]{idw}}
-\examples{
-X <- list()
-for(i in 1:10){
-  m <- matrix(c(0,10,0,10),nrow=2,byrow = TRUE)
-  X[[i]] <- rTrack(bbox = m,transform = TRUE)
-}
-Track.idw(X,timestamp="180 secs")
-}

From 81d8bb9a2cc422b82eeefcfd88a195b3cda5994d Mon Sep 17 00:00:00 2001
From: Moradii <m2.moradi@yahoo.com>
Date: Wed, 27 Nov 2019 23:41:28 +0100
Subject: [PATCH 22/44] spatstat::as.im

---
 R/Trackstat.R | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/R/Trackstat.R b/R/Trackstat.R
index 5456461..883baf3 100644
--- a/R/Trackstat.R
+++ b/R/Trackstat.R
@@ -223,7 +223,7 @@ density.list <- function(x, timestamp, method=c("kernel","Voronoi"), Fun=mean, .
   }
   out <- sapply(imlist,"[")
   out <- apply(out,1,Fun)
-  out <- as.im(matrix(out,nrow=nrow(imlist[[1]]),ncol(imlist[[1]])))
+  out <- spatstat::as.im(matrix(out,nrow=nrow(imlist[[1]]),ncol(imlist[[1]])))
   
   # out <- Reduce("+", imlist) / length(imlist)
   attr(out, "Tracksim") <- imlist

From 9eff7d044554972c4065719b4bf65bf5d41e650b Mon Sep 17 00:00:00 2001
From: Moradii <m2.moradi@yahoo.com>
Date: Wed, 27 Nov 2019 23:42:29 +0100
Subject: [PATCH 23/44] Tracks-methods updated

---
 R/Tracks-methods.R | 83 ++++++++++++++++++++++++----------------------
 1 file changed, 44 insertions(+), 39 deletions(-)

diff --git a/R/Tracks-methods.R b/R/Tracks-methods.R
index 82defdf..1101c73 100644
--- a/R/Tracks-methods.R
+++ b/R/Tracks-methods.R
@@ -42,7 +42,7 @@ setAs("Track", "data.frame",
 
 setAs("Tracks", "data.frame", 
 	function(from) {
-		l = lapply(from@tracks, function(x) rbind(as(x, "data.frame"), NA))
+		l = lapply(from@tracks, function(x) as(x, "data.frame"))
 		d = do.call(rbind, l)
 		d$Track = rep(names(from@tracks), times = sapply(l, nrow))
 		d
@@ -230,6 +230,7 @@ plot.TracksCollection <- function(x, y, ..., xlim = stbox(x)[,1],
 		plot(as(x, "SpatialLines"), xlim = xlim, ylim = ylim, axes = axes, 
 			col = col, lwd = lwd, lty = lty, add = add, ...)
 }
+
 setMethod("plot", "TracksCollection", plot.TracksCollection)
 
 setMethod("plot", "Tracks", function(x, ...) plot(TracksCollection(list(x)), ...))
@@ -378,10 +379,6 @@ summary.Tracks = function(object, ...) {
 	obj
 }
 
-setMethod("show", "Track", function(object) print.Track(object))
-setMethod("show", "Tracks", function(object) print.Tracks(object))
-setMethod("show", "TracksCollection", function(object) print.TracksCollection(object))
-
 setMethod("summary", "Tracks", summary.Tracks)
 
 print.summary.Tracks = function(x, ...) {
@@ -439,14 +436,20 @@ print.summary.TracksCollection = function(x, ...) {
 	invisible(x)
 }
 
+# Provide show methods.
+
+setMethod("show", "Track", function(object) print.Track(object))
+setMethod("show", "Tracks", function(object) print.Tracks(object))
+setMethod("show", "TracksCollection", function(object) print.TracksCollection(object))
+
 # Provide selection methods.
-subs.Track <- function(x, i, j, ..., drop = TRUE) {
-	Track(as(x, "STIDF")[i, j, ..., drop = drop])
+subs.Track <- function(x, i, ..., drop = TRUE) {
+	Track(as(x, "STIDF")[i, ..., drop = drop])
 }
 
 setMethod("[", "Track", subs.Track)
 
-subs.Tracks <- function(x, i, j, ... , drop = TRUE) {
+subs.Tracks <- function(x, i, ... , drop = TRUE) {
 	if (missing(i))
 		i = 1:length(x@tracks)
 	else if (is(i, "Spatial"))
@@ -461,34 +464,34 @@ subs.Tracks <- function(x, i, j, ... , drop = TRUE) {
 		if (!any(i))
 			NULL
 		else 
-			Tracks(x@tracks[i], x@tracksData[i, j, drop=FALSE])
+			Tracks(x@tracks[i])
 	}
 }
 
 setMethod("[", "Tracks", subs.Tracks)
 
-subs.TracksCollection <- function(x, i, j, ... , drop = TRUE) {
-	if (!missing(j) && is.character(j)) {
-		for(tz in seq_along(x@tracksCollection)) {
-			for(t in seq_along(x[tz]@tracks)) {
-				data = x[tz][t]@data
-				connections = x[tz][t]@connections
-				if(j %in% names(data))
-					data = data[j]
-				else
-					# An empty data slot is returned if the passed attribute
-					# does not exist. The same applies to the connections slot.
-					data = data.frame(matrix(nrow = dim(x[tz][t])["geometries"], ncol = 0))
-				if(j %in% names(connections))
-					connections = connections[j]
-				else
-					connections = data.frame(matrix(nrow = dim(x[tz][t])["geometries"] - 1, ncol = 0))
-				# Write back the just processed data and connection slots.
-				x@tracksCollection[[tz]]@tracks[[t]]@data = data
-				x@tracksCollection[[tz]]@tracks[[t]]@connections = connections
-			}
-		}
-	}
+subs.TracksCollection <- function(x, i, ... , drop = TRUE) {
+	# if (!missing(j) && is.character(j)) {
+	# 	for(tz in seq_along(x@tracksCollection)) {
+	# 		for(t in seq_along(x[tz]@tracks)) {
+	# 			data = x[tz][t]@data
+	# 			connections = x[tz][t]@connections
+	# 			if(j %in% names(data))
+	# 				data = data[j]
+	# 			else
+	# 				# An empty data slot is returned if the passed attribute
+	# 				# does not exist. The same applies to the connections slot.
+	# 				data = data.frame(matrix(nrow = dim(x[tz][t])["geometries"], ncol = 0))
+	# 			if(j %in% names(connections))
+	# 				connections = connections[j]
+	# 			else
+	# 				connections = data.frame(matrix(nrow = dim(x[tz][t])["geometries"] - 1, ncol = 0))
+	# 			# Write back the just processed data and connection slots.
+	# 			x@tracksCollection[[tz]]@tracks[[t]]@data = data
+	# 			x@tracksCollection[[tz]]@tracks[[t]]@connections = connections
+	# 		}
+	# 	}
+	# }
 	if (missing(i))
 		s = 1:length(x@tracksCollection)
 	else if (is(i, "Spatial"))
@@ -531,8 +534,10 @@ subs.TracksCollection <- function(x, i, j, ... , drop = TRUE) {
 
 setMethod("[", "TracksCollection", subs.TracksCollection)
 
+
+
 setMethod("[[", c("Track", "ANY", "missing"), 
-	function(x, i, j, ...) {
+	function(x, i, ...) {
 		# TODO What if the attribute name coexists in both the data and
 		# connections slot? Returning a list is inconvenient in the way that it
 		# raises new design issues when making selections on objects of class
@@ -548,19 +553,19 @@ setMethod("[[", c("Track", "ANY", "missing"),
 )
 
 setMethod("[[", c("Tracks", "ANY", "missing"),
-	function(x, i, j, ...) {
-		do.call(c, lapply(x@tracks, function(t) t[[i]]))
+	function(x, i, ...) {
+		do.call(list, lapply(x@tracks, function(t) t[[i]]))
 	}
 )
 
 setMethod("[[", c("TracksCollection", "ANY", "missing"),
-	function(x, i, j, ...) {
-		do.call(c, lapply(x@tracksCollection, function(t) t[[i]]))
+	function(x, i, ...) {
+		do.call(list, lapply(x@tracksCollection, function(t) t[[i]]))
 	}
 )
 
 setReplaceMethod("[[", c("Track", "ANY", "missing", "ANY"), 
-	function(x, i, j, value) {
+	function(x, i, value) {
 		if (i %in% names(x@connections)) {
 			warning(paste("replacing", i, "in connections slot"))
 			x@connections[[i]] = value
@@ -571,7 +576,7 @@ setReplaceMethod("[[", c("Track", "ANY", "missing", "ANY"),
 )
 
 setReplaceMethod("[[", c("Tracks", "ANY", "missing", "ANY"), 
-	function(x, i, j, value) {
+	function(x, i,value) {
 		for(index in seq_along(x@tracks)) {
 			if(i %in% names(x[index]@data)) {
 				# "dim" (and with that "from" and "to") have to be reinitialized
@@ -594,7 +599,7 @@ setReplaceMethod("[[", c("Tracks", "ANY", "missing", "ANY"),
 )
 
 setReplaceMethod("[[", c("TracksCollection", "ANY", "missing", "ANY"), 
-	function(x, i, j, value) {
+	function(x, i,value) {
 		index = 1
 		for(tz in seq_along(x@tracksCollection)) {
 			for(t in seq_along(x[tz]@tracks)) {

From 962dbb641429e19c0203cf65eb9f8624c0d5c6c2 Mon Sep 17 00:00:00 2001
From: Moradii <m2.moradi@yahoo.com>
Date: Wed, 27 Nov 2019 23:43:13 +0100
Subject: [PATCH 24/44] new ,Rd docs

---
 man/Track-Method.Rd | 146 ++++++++++++++++++++++++++++++++++++++++++++
 man/approxTrack.Rd  | 133 ++++++++++++++++++++++++++++++++++++++++
 2 files changed, 279 insertions(+)
 create mode 100644 man/Track-Method.Rd
 create mode 100644 man/approxTrack.Rd

diff --git a/man/Track-Method.Rd b/man/Track-Method.Rd
new file mode 100644
index 0000000..55e174d
--- /dev/null
+++ b/man/Track-Method.Rd
@@ -0,0 +1,146 @@
+\name{Track-Method}
+\docType{Method}
+\alias{Track-Method}
+\alias{[,Track-method} 
+\alias{[,Tracks-method} 
+\alias{[,TracksCollection-method}
+\alias{[,Track,ANY,ANY,ANY-method} 
+\alias{[,Tracks,ANY,ANY,ANY-method} 
+\alias{[,TracksCollection,ANY,ANY,ANY-method}
+\alias{[[,Track,ANY,missing-method}
+\alias{[[,Tracks,ANY,missing-method}
+\alias{[[,TracksCollection,ANY,missing-method}
+\alias{[[<-,Track,ANY,missing-method}
+\alias{[[<-,Tracks,ANY,missing-method}
+\alias{[[<-,TracksCollection,ANY,missing-method}
+\alias{$,Track-method}
+\alias{$,Tracks-method}
+\alias{$,TracksCollection-method}
+\alias{$<-,Track-method}
+\alias{$<-,Tracks-method}
+\alias{$<-,TracksCollection-method}
+\alias{coordnames,Track-method} 
+\alias{coordnames,Tracks-method} 
+\alias{coordnames,TracksCollection-method}
+\alias{aggregate,Track-method}
+\alias{aggregate,Tracks-method}
+\alias{aggregate,TracksCollection-method}
+\alias{plot,TracksCollection,ANY-method}
+\alias{plot,Track,missing-method}
+\alias{plot,Tracks,ANY-method}
+\alias{stplot,TracksCollection-method}
+\alias{spTransform,Track,CRS-method}
+\alias{spTransform,Tracks,CRS-method}
+\alias{spTransform,TracksCollection,CRS-method}
+\alias{segPanel}
+\alias{tracksPanel}
+
+\title{
+Methods for classes Track, Tracks, and TracksCollection
+}
+\description{
+Methods for classes \link[trajectories]{Track}, \link[trajectories]{Tracks} and \link[trajectories]{TracksCollection}
+}
+\usage{
+\method{as}{Track, Tracks, TracksCollection}(X,"segments")
+\method{as}{Track, Tracks, TracksCollection}(X,"data.frame")
+\method{as}{Track}(X,"Line")
+\method{as}{Track, Tracks}(X,"Lines")
+\method{as}{Track, Tracks, TracksCollection}(X,"SpatialLines")
+\method{as}{Tracks, TracksCollection}(X,"SpatialLinesDataFrame")
+\method{as}{Track, Tracks, TracksCollection}(X,"xts")
+\method{as}{Track, Tracks, TracksCollection}(X,"STIDF")
+\method{as}{Track, Tracks, TracksCollection}(X,"Spatial")
+\method{as}{Track, Tracks, TracksCollection}(X,"SpatialPointsDataFrame")
+\method{coordinates}{Track, Tracks, TracksCollection}(X)
+\method{proj4string}{Track, Tracks, TracksCollection}(X)
+\method{coordnames}{Track, Tracks, TracksCollection}(X)
+\method{stbox}{Track, Tracks, TracksCollection}(X)
+\method{bbox}{Track, Tracks, TracksCollection}(X)
+\method{dim}{Track, Tracks, TracksCollection}(X)
+\method{summary}{Track, Tracks, TracksCollection}(X)
+\method{show}{Track, Tracks, TracksCollection}(X)
+\method{over}{Track, Tracks, TracksCollection}(X)
+\method{aggregate}{Track, Tracks, TracksCollection}(X)
+\method{stack}{TracksCollection}(X)
+\method{unstack}{TracksCollection}(X)
+
+\S4method{[}{Track, Tracks, TracksCollection}(X, i, ..., drop = TRUE)
+\S4method{[[}{Track, Tracks, TracksCollection}(X, i, ..., drop = TRUE)
+
+
+}
+
+\arguments{
+  \item{X}{an object of class
+\link[trajectories]{Track}, \link[trajectories]{Tracks} or \link[trajectories]{TracksCollection}}
+}
+\details{
+Methods.
+}
+\value{
+
+}
+\author{
+Edzer Pebesma, \email{edzer.pebesma@uni-muenster.de}
+
+Mehdi Moradi, \email{m2.moradi@yahoo.com}
+}
+
+
+\seealso{
+\link[trajectories]{rTrack}, \link[trajectories]{rTracks} or \link[trajectories]{rTracksCollection}
+}
+
+\examples{
+x <- rTrack(n=10)
+as(x,"segments")
+as(x,"data.frame")
+as(x,"Line")
+as(x,"Lines")
+as(x,"SpatialLines")
+plot(.Last.value)
+as(x,"xts")
+as(x,"STIDF")
+as(x,"Spatial")
+plot(.Last.value)
+as(x,"SpatialPointsDataFrame")
+plot(.Last.value)
+coordinates(x)
+proj4string(x)
+plot(x)
+coordnames(x)
+dim(x)
+stbox(x)
+bbox(x)
+y <- rTrack(n=10)
+y <- as(y,"Spatial") 
+over(x,y)
+y <- rTrack(n=10)
+y <- as(y,"xts")
+over(x,y)
+dim(x)
+summary(x)
+x[1:4]
+names(x@connections)
+x[["distance"]]
+x[[1]]
+x$distance
+stack(x)
+y <- as(x,"STIDF")
+proj4string(y) = CRS("+proj=longlat")
+# transform to UTM 50N
+x.utm = spTransform(y, CRS("+proj=utm +zone=50 +ellps=WGS84 +datum=WGS84
++units=m +no_defs "))
+x.utm <- Track(x.utm)
+
+
+x.Tracks <- rTracks(n=100,m=4)
+c(x.Tracks@tracks$Track1,x.Tracks@tracks$Track2)
+c(x.Tracks[1:2],x.Tracks[3:4])
+
+x.TracksCollection <- rTracksCollection(n=10,m=4,p=4)
+c(x.TracksCollection[1:2],x.TracksCollection[3:4])
+
+
+}
diff --git a/man/approxTrack.Rd b/man/approxTrack.Rd
new file mode 100644
index 0000000..33894b2
--- /dev/null
+++ b/man/approxTrack.Rd
@@ -0,0 +1,133 @@
+\name{approxTrack}
+\alias{approxTrack}
+\alias{approxTracks}
+\alias{approxTracksCollection}
+
+\title{
+Interpolate Track, Tracks and TracksCollection
+}
+\description{
+Interpolating Track, Tracks and TracksCollection
+}
+\usage{
+approxTrack(track, when, ..., n = 50, by, FUN = stats::approx, warn.if.outside = TRUE)
+approxTracks(tr,...)
+approxTracksCollection(tc,...)
+
+}
+\arguments{
+  \item{track,tr,tc}{
+an object of class
+\link[trajectories]{Track}, \link[trajectories]{Tracks} or \link[trajectories]{TracksCollection}
+}
+  \item{when}{
+a time sequance specifying where interpolation is to take place. 
+}
+  \item{n}{
+if when is not specified, interpolation takes place at n equally spaced times spanning the interval [min(index(track)), max(index(track))].
+}
+  \item{by}{
+if when is not specified, by can be used to create a sequance of equally spaced times spanning the interval [min(index(track)), max(index(track))]
+}
+  \item{FUN}{
+a function to be used for interpolation 
+}
+ \item{\dots}{
+passed to FUN
+}
+  \item{warn.if.outside}{
+warning if when has times outside the range of data
+}
+}
+\details{
+Interpolating Track, Tracks and TracksCollection.
+}
+\value{
+an object of class Track, Tracks or TracksCollection.
+}
+\author{
+Edzer Pebesma, \email{edzer.pebesma@uni-muenster.de} 
+}
+\seealso{
+\link[stats]{approx}, \link[stats]{spline}
+}
+\examples{
+library(sp)
+library(spacetime)
+
+t0 = as.POSIXct(as.Date("2013-09-30",tz="CET"))
+# person A, track 1:
+x = c(7,6,5,5,4,3,3)
+y = c(7,7,6,5,5,6,7)
+n = length(x)
+set.seed(131)
+t = t0 + cumsum(runif(n) * 60)
+require(rgdal)
+crs = CRS("+proj=longlat +ellps=WGS84") # longlat
+stidf = STIDF(SpatialPoints(cbind(x,y),crs), t, data.frame(co2 = rnorm(n)))
+A1 = Track(stidf)
+
+# person A, track 2:
+x = c(7,6,6,7,7)
+y = c(6,5,4,4,3)
+n = length(x)
+t = max(t) + cumsum(runif(n) * 60)
+stidf = STIDF(SpatialPoints(cbind(x,y),crs), t, data.frame(co2 = rnorm(n)))
+A2 = Track(stidf)
+
+# Tracks for person A:
+A = Tracks(list(A1=A1,A2=A2))
+
+# person B, track 1:
+x = c(2,2,1,1,2,3)
+y = c(5,4,3,2,2,3)
+n = length(x)
+t = max(t) + cumsum(runif(n) * 60)
+stidf = STIDF(SpatialPoints(cbind(x,y),crs), t, data.frame(co2 = rnorm(n)))
+B1 = Track(stidf)
+
+# person B, track 2:
+x = c(3,3,4,3,3,4)
+y = c(5,4,3,2,1,1)
+n = length(x)
+t = max(t) + cumsum(runif(n) * 60)
+stidf = STIDF(SpatialPoints(cbind(x,y),crs), t, data.frame(co2 = rnorm(n)))
+B2 = Track(stidf)
+
+# Tracks for person B:
+B = Tracks(list(B1=B1,B2=B2))
+
+Tr = TracksCollection(list(A=A,B=B))
+
+# approxTrack:
+opar = par()
+par(mfrow = c(1, 2))
+plot(B2, ylim = c(.5, 6))
+plot(B2, pch = 16, add = TRUE)
+title("irregular time steps")
+i = index(B2)
+B3 = approxTrack(B2, seq(min(i), max(i), length.out = 50))
+plot(B3, col = 'red', type = 'p', add = TRUE)
+
+B4 = approxTrack(B2, seq(min(i), max(i), length.out = 50), FUN = spline)
+plot(B4, col = 'blue', type = 'b', add = TRUE)
+
+# regular time steps:
+t = max(t) + (1:n) * 60 # regular
+B2 = Track(STIDF(SpatialPoints(cbind(x,y),crs), t, data.frame(co2 = rnorm(n))))
+plot(B2, ylim = c(.5, 6))
+plot(B2, pch = 16, add = TRUE)
+title("constant time steps")
+i = index(B2)
+B3 = approxTrack(B2)
+plot(B3, type = 'p', col = 'red', add = TRUE)
+B4 = approxTrack(B2, FUN = spline)
+plot(B4, type = 'p', col = 'blue', add = TRUE)
+# par(opar) # good to do, but would generate warnings
+smth = function(x,y,xout,...) predict(smooth.spline(as.numeric(x), y), as.numeric(xout))
+data(storms)
+plot(storms, type = 'p')
+storms.smooth = approxTracksCollection(storms, FUN = smth, n = 200)
+plot(storms.smooth, add = TRUE, col = 'red')
+
+}

From 4614f91e8c6f06cadbd421288bbc8bf00abb5c62 Mon Sep 17 00:00:00 2001
From: Moradii <m2.moradi@yahoo.com>
Date: Wed, 27 Nov 2019 23:51:14 +0100
Subject: [PATCH 25/44] args added

---
 man/Track-Method.Rd | 4 ++++
 1 file changed, 4 insertions(+)

diff --git a/man/Track-Method.Rd b/man/Track-Method.Rd
index 55e174d..43fac5f 100644
--- a/man/Track-Method.Rd
+++ b/man/Track-Method.Rd
@@ -74,6 +74,10 @@ Methods for classes \link[trajectories]{Track}, \link[trajectories]{Tracks} and
 \arguments{
   \item{X}{an object of class
 \link[trajectories]{Track}, \link[trajectories]{Tracks} or \link[trajectories]{TracksCollection}}
+\item{i}{selection of spatial entities}
+\item{...}{selection of attribute(s)}
+\item{drop}{logical}
+
 }
 \details{
 Methods.

From 6ae00b68739959181c2b97bb26277753d47643ec Mon Sep 17 00:00:00 2001
From: Moradii <m2.moradi@yahoo.com>
Date: Wed, 27 Nov 2019 23:52:51 +0100
Subject: [PATCH 26/44] Track-class edited according to new .Rd files

---
 man/Track-class.Rd | 107 +++------------------------------------------
 1 file changed, 6 insertions(+), 101 deletions(-)

diff --git a/man/Track-class.Rd b/man/Track-class.Rd
index d1ffc45..6ec93ec 100644
--- a/man/Track-class.Rd
+++ b/man/Track-class.Rd
@@ -7,49 +7,16 @@
 \alias{Track}
 \alias{Tracks}
 \alias{TracksCollection}
-\alias{[,Track-method} 
-\alias{[,Tracks-method} 
-\alias{[,TracksCollection-method}
-\alias{[,Track,ANY,ANY,ANY-method} 
-\alias{[,Tracks,ANY,ANY,ANY-method} 
-\alias{[,TracksCollection,ANY,ANY,ANY-method}
-\alias{[[,Track,ANY,missing-method}
-\alias{[[,Tracks,ANY,missing-method}
-\alias{[[,TracksCollection,ANY,missing-method}
-\alias{[[<-,Track,ANY,missing-method}
-\alias{[[<-,Tracks,ANY,missing-method}
-\alias{[[<-,TracksCollection,ANY,missing-method}
-\alias{$,Track-method}
-\alias{$,Tracks-method}
-\alias{$,TracksCollection-method}
-\alias{$<-,Track-method}
-\alias{$<-,Tracks-method}
-\alias{$<-,TracksCollection-method}
 \alias{coerce,Track,data.frame-method} 
 \alias{coerce,Tracks,data.frame-method} 
 \alias{coerce,TracksCollection,data.frame-method}
-\alias{coordnames,Track-method} 
-\alias{coordnames,Tracks-method} 
-\alias{coordnames,TracksCollection-method}
-\alias{aggregate,Track-method}
-\alias{aggregate,Tracks-method}
-\alias{aggregate,TracksCollection-method}
-\alias{plot,TracksCollection,ANY-method}
-\alias{plot,Track,missing-method}
-\alias{plot,Tracks,ANY-method}
-\alias{stplot,TracksCollection-method}
-\alias{spTransform,Track,CRS-method}
-\alias{spTransform,Tracks,CRS-method}
-\alias{spTransform,TracksCollection,CRS-method}
-\alias{segPanel}
-\alias{tracksPanel}
-\alias{approxTrack}
-\alias{approxTracks}
-\alias{approxTracksCollection}
 
-\title{Classes "Track", "Tracks", and "TracksCollection"}
+\title{
+Classes Track, Tracks, and TracksCollection
+}
 
-\description{ Classes for representing sets of trajectory data, 
+\description{
+Classes for representing sets of trajectory data, 
 with attributes, for different IDs (persons, objects, etc)
 }
 
@@ -91,32 +58,6 @@ different IDs.
   }
 }
 
-\section{Methods}{
-  \describe{
-    \item{[[}{\code{signature(obj = "Track")}: retrieves the attribute element}
-    \item{[[}{\code{signature(obj = "Tracks")}: retrieves the attribute element}
-    \item{[[}{\code{signature(obj = "TracksCollection")}: retrieves the attribute element}
-    \item{[[<-}{\code{signature(obj = "Track")}: sets or replaces the attribute element}
-    \item{[[<-}{\code{signature(obj = "Tracks")}: sets or replaces the attribute element}
-    \item{[[<-}{\code{signature(obj = "TracksCollection")}: sets or replaces the attribute element}
-    \item{$}{\code{signature(obj = "Track")}: retrieves the attribute element}
-    \item{$}{\code{signature(obj = "Tracks")}: retrieves the attribute element}
-    \item{$}{\code{signature(obj = "TracksCollection")}: retrieves the attribute element}
-    \item{$<-}{\code{signature(obj = "Track")}: sets or replaces the attribute element}
-    \item{$<-}{\code{signature(obj = "Tracks")}: sets or replaces the attribute element}
-    \item{$<-}{\code{signature(obj = "TracksCollection")}: sets or replaces the attribute element}
-    \item{coerce}{Track,data.frame}{coerce to \code{data.frame}}
-    \item{coerce}{Tracks,data.frame}{coerce to \code{data.frame}}
-    \item{coerce}{TracksCollection,data.frame}{coerce to \code{data.frame}}
-    \item{plot}{\code{signature(x = "TracksCollection", y = "missing")}: 
-    plots sets of sets of tracks}
-    \item{stplot}{\code{signature(obj = "TracksCollection")}: 
-    plots sets of sets of tracks}
-	% for spatial objects; does nothing but setting up a plotting region choosing
-	% a suitable aspect if not given(see below), colouring the plot background using either a bg= argument or par("bg"), and possibly drawing axes.  }
-	% \item{summary}{\code{signature(object = "Spatial")}: summarize object}
-  }
-}
 
 \usage{
   Track(track, df = fn(track), fn = TrackStats)
@@ -124,8 +65,6 @@ different IDs.
   		fn = TrackSummary)
   TracksCollection(tracksCollection, tracksCollectionData,
   		fn = TracksSummary)
-  \S4method{[}{Track}(x, i, j, ..., drop = TRUE)
-  \S4method{[}{TracksCollection}(x, i, j, ..., drop = TRUE)
   \S4method{coerce}{Track,data.frame}(from, to)
   \S4method{coerce}{Tracks,data.frame}(from, to)
   \S4method{coerce}{TracksCollection,data.frame}(from, to)
@@ -136,18 +75,12 @@ different IDs.
 \arguments{
 \item{track}{object of class \link{STIDF-class}, representing a single trip}
 \item{df}{optional \code{data.frame} with information between track points}
+\item{fn}{function}
 \item{tracks}{named list with \code{Track} objects}
 \item{tracksData}{\code{data.frame} with summary data for each \code{Track}}
 \item{tracksCollection}{list, with \code{Tracks} objects}
 \item{tracksCollectionData}{data.frame, with summary data on
  \code{tracksCollection}}
-\item{fn}{function; }
-\item{x}{object of class \code{Track} etc}
-%\item{y}{object of class \code{Spatial}}
-\item{i}{selection of spatial entities}
-\item{j}{selection of temporal entities (see syntax in package xts) }
-\item{...}{selection of attribute(s)}
-\item{drop}{logical}
 \item{from}{from}
 \item{to}{target class}
 }
@@ -234,34 +167,6 @@ B2 = Track(stidf) # no longer longlat;
 B3 = Track(stidf, fn = MyStats)
 all.equal(B3$distance, B2$distance)
 
-# approxTrack:
-opar = par()
-par(mfrow = c(1, 2))
-plot(B2, ylim = c(.5, 6))
-plot(B2, pch = 16, add = TRUE)
-title("irregular time steps")
-i = index(B2)
-B3 = approxTrack(B2, seq(min(i), max(i), length.out = 50))
-plot(B3, col = 'red', type = 'p', add = TRUE)
-B4 = approxTrack(B2, seq(min(i), max(i), length.out = 50), FUN = spline)
-plot(B4, col = 'blue', type = 'b', add = TRUE)
-# regular time steps:
-t = max(t) + (1:n) * 60 # regular
-B2 = Track(STIDF(SpatialPoints(cbind(x,y),crs), t, data.frame(co2 = rnorm(n))))
-plot(B2, ylim = c(.5, 6))
-plot(B2, pch = 16, add = TRUE)
-title("constant time steps")
-i = index(B2)
-B3 = approxTrack(B2)
-plot(B3, type = 'p', col = 'red', add = TRUE)
-B4 = approxTrack(B2, FUN = spline)
-plot(B4, type = 'p', col = 'blue', add = TRUE)
-# par(opar) # good to do, but would generate warnings
-smth = function(x,y,xout,...) predict(smooth.spline(as.numeric(x), y), as.numeric(xout))
-data(storms)
-plot(storms, type = 'p')
-storms.smooth = approxTracksCollection(storms, FUN = smth, n = 200)
-plot(storms.smooth, add = TRUE, col = 'red')
 }
 
 \keyword{classes}

From ef5b6d32bead8f7600edf15d4139c46481247ded Mon Sep 17 00:00:00 2001
From: Moradii <m2.moradi@yahoo.com>
Date: Tue, 3 Dec 2019 17:25:21 +0100
Subject: [PATCH 27/44] R and Rd of generalize updated

---
 R/generalize.R    |  3 ++-
 man/generalize.Rd | 16 ++++++++++++++--
 2 files changed, 16 insertions(+), 3 deletions(-)

diff --git a/R/generalize.R b/R/generalize.R
index df2f4cd..aae7d3c 100644
--- a/R/generalize.R
+++ b/R/generalize.R
@@ -78,8 +78,9 @@ generalize.Track <- function(t, FUN = mean, ..., timeInterval, distance, n, tol,
 	# in the "endTime" slot of STIDF objects does not work properly.
 	attr(endTime, "tzone") = tz
 	stidf@endTime = endTime
+	warning(paste("connections are only calculated for SpatialPoints"))
 	Track(stidf)
-}
+	}
 
 if(!isGeneric("generalize"))
 	setGeneric("generalize", function(t, FUN = mean, ...)
diff --git a/man/generalize.Rd b/man/generalize.Rd
index c6efbb4..e7c9ed6 100644
--- a/man/generalize.Rd
+++ b/man/generalize.Rd
@@ -22,10 +22,22 @@
 \item{n}{ number of points to form segments }
 \item{tol}{ tolerance passed on to \link[rgeos]{gSimplify}, to generalize segments 
  using the Douglas-Peucker algorithm. }
-\item{toPoints}{ keep mid point rather than forming \link[sp]{SpatialLines} segments }
+\item{toPoints}{keep mid point rather than forming \link[sp]{SpatialLines} segments }
 \item{...}{Additional arguments passed to FUN}
 }
 
-\value{An object of class \code{Track}, \code{Tracks} or \code{TracksCollection}.}
+\value{A generalized object of class \code{Track}, \code{Tracks} or \code{TracksCollection}.}
+
+
+\details{
+Generalize object of classes \link[trajectories]{Track}, \link[trajectories]{Traks} or \link[trajectories]{TracksCollection} to \link[sp]{SpatialLines} based on number of spatial points, time or distance passed.
+}
+
+\examples{
+x <- rTrack()
+generalize(x,n=15)
+generalize(x,distance=40)
+generalize(x,timeInterval=50)
+}
 
 \keyword{generalize}

From 4a505b1b1d80e8226704f5ac5fc6478b5a1814f8 Mon Sep 17 00:00:00 2001
From: Moradii <m2.moradi@yahoo.com>
Date: Tue, 3 Dec 2019 17:29:19 +0100
Subject: [PATCH 28/44] {} added

---
 R/Class-Tracks.R | 5 +++--
 1 file changed, 3 insertions(+), 2 deletions(-)

diff --git a/R/Class-Tracks.R b/R/Class-Tracks.R
index 8d3ce79..32c9a34 100644
--- a/R/Class-Tracks.R
+++ b/R/Class-Tracks.R
@@ -43,8 +43,9 @@ TrackStats = function(track) {
 	stopifnot(!any(duration == 0))
 #	if (class(try(cc <- coordinates(track), silent=TRUE)) == "try-error" ||
 #			!is.matrix(cc))
-	if (!is(track@sp, "SpatialPoints"))
-		data.frame(matrix(nrow = length(track@sp) - 1, ncol = 0)) # empty
+	if (!is(track@sp, "SpatialPoints")){
+	  data.frame(matrix(nrow = length(track@sp) - 1, ncol = 0)) # empty 
+	  }
 	else {
 		cc = coordinates(track@sp)
 		ll = identical(is.projected(track), FALSE)

From 054705d55725b9846ed3bcdde270074fee4055c7 Mon Sep 17 00:00:00 2001
From: Moradii <m2.moradi@yahoo.com>
Date: Tue, 3 Dec 2019 17:30:41 +0100
Subject: [PATCH 29/44] Rd of classes and methods updated

---
 man/Track-Method.Rd | 28 +++++++++++++++++++++++-----
 man/Track-class.Rd  | 20 ++------------------
 2 files changed, 25 insertions(+), 23 deletions(-)

diff --git a/man/Track-Method.Rd b/man/Track-Method.Rd
index 43fac5f..4a4b98c 100644
--- a/man/Track-Method.Rd
+++ b/man/Track-Method.Rd
@@ -36,7 +36,7 @@
 \alias{tracksPanel}
 
 \title{
-Methods for classes Track, Tracks, and TracksCollection
+Methods for classes \code{Track}, \code{Tracks} and \code{TracksCollection}
 }
 \description{
 Methods for classes \link[trajectories]{Track}, \link[trajectories]{Tracks} and \link[trajectories]{TracksCollection}
@@ -115,15 +115,14 @@ proj4string(x)
 plot(x)
 coordnames(x)
 dim(x)
-stbox(x)
 bbox(x)
+stbox(x)
 y <- rTrack(n=10)
 y <- as(y,"Spatial") 
 over(x,y)
 y <- rTrack(n=10)
 y <- as(y,"xts")
 over(x,y)
-dim(x)
 summary(x)
 x[1:4]
 names(x@connections)
@@ -132,19 +131,38 @@ x[[1]]
 x$distance
 stack(x)
 y <- as(x,"STIDF")
-proj4string(y) = CRS("+proj=longlat")
+proj4string(y) <- CRS("+proj=longlat")
 # transform to UTM 50N
-x.utm = spTransform(y, CRS("+proj=utm +zone=50 +ellps=WGS84 +datum=WGS84
+x.utm <- spTransform(y, CRS("+proj=utm +zone=50 +ellps=WGS84 +datum=WGS84
 +units=m +no_defs "))
 x.utm <- Track(x.utm)
 
+x.Tr <- TracksCollection(list(Tracks(list(x))))
+stplot(x.Tr,attr = "direction", arrows=TRUE, lwd = 3, by = "IDs")
+
+
 
 x.Tracks <- rTracks(n=100,m=4)
 c(x.Tracks@tracks$Track1,x.Tracks@tracks$Track2)
 c(x.Tracks[1:2],x.Tracks[3:4])
 
+x.Tracks.Tr <- TracksCollection(list(x.Tracks))
+stplot(x.Tracks.Tr,attr = "direction", arrows=TRUE, lwd = 3, by = "IDs")
+
+
 x.TracksCollection <- rTracksCollection(n=10,m=4,p=4)
 c(x.TracksCollection[1:2],x.TracksCollection[3:4])
+dim(x.TracksCollection)
+dim(x.TracksCollection[2])
+dim(x.TracksCollection[2][1])
+
+stplot(x.TracksCollection,attr = "direction", arrows=TRUE, lwd = 3, by = "IDs")
+plot(x.TracksCollection, col=2, axes=TRUE)
+
 
+u = stack(x.TracksCollection) # four IDs
+dim(u)
+dim(unstack(u, c(rep(1,4),rep(2,4),rep(3,4),rep(4,4)))) # regroups to original
+dim(unstack(u, c(rep(1,4),rep(2,4),rep(3,4),rep(4,2),rep(5,2)))) # regroups to five IDs
 
 }
diff --git a/man/Track-class.Rd b/man/Track-class.Rd
index 6ec93ec..bd08868 100644
--- a/man/Track-class.Rd
+++ b/man/Track-class.Rd
@@ -12,7 +12,7 @@
 \alias{coerce,TracksCollection,data.frame-method}
 
 \title{
-Classes Track, Tracks, and TracksCollection
+Classes \code{Track}, \code{Tracks} and \code{TracksCollection}
 }
 
 \description{
@@ -139,23 +139,7 @@ B2 = Track(stidf)
 # Tracks for person A:
 B = Tracks(list(B1=B1,B2=B2))
 Tr = TracksCollection(list(A=A,B=B))
-stplot(Tr, scales = list(draw=TRUE))
-stplot(Tr, attr = "direction", arrows=TRUE, lwd = 3, by = "direction")
-stplot(Tr, attr = "direction", arrows=TRUE, lwd = 3, by = "IDs")
-plot(Tr, col=2, axes=TRUE)
-dim(Tr)
-dim(Tr[2])
-dim(Tr[2][1])
-u = stack(Tr) # four IDs
-dim(u)
-dim(unstack(u, c(1,1,2,2))) # regroups to original
-dim(unstack(u, c(1,1,2,3))) # regroups to three IDs
-dim(unstack(u, c(1,2,2,1))) # regroups differently
-as(Tr, "data.frame")[1:10,] # tracks separated by NA rows
-as(Tr, "segments")[1:10,]   # track segments as records
-Tr[["distance"]] = Tr[["distance"]] * 1000
-Tr$distance = Tr$distance / 1000
-Tr$distance
+
 # work with custum TrackStats function:
 MyStats = function(track) {
 	df = apply(coordinates(track@sp), 2, diff) # requires sp

From 80017a54dbb1e9352227415cb38af3aa1775f60b Mon Sep 17 00:00:00 2001
From: Moradii <m2.moradi@yahoo.com>
Date: Tue, 3 Dec 2019 19:22:58 +0100
Subject: [PATCH 30/44] some Rd docs updated

---
 man/A3.Rd           | 4 ++--
 man/approxTrack.Rd  | 4 ++--
 man/as.Track.ppp.Rd | 4 ++--
 man/frechetDist.Rd  | 7 ++++++-
 man/stcube.Rd       | 3 ++-
 5 files changed, 14 insertions(+), 8 deletions(-)

diff --git a/man/A3.Rd b/man/A3.Rd
index 4609855..41c69b1 100644
--- a/man/A3.Rd
+++ b/man/A3.Rd
@@ -1,7 +1,7 @@
 \name{A3}
 \alias{A3}
-\title{Trajectory}
-\description{Trajectory, locally stored, from envirocar.org, see example below how it was imported}
+\title{Trajectory data}
+\description{Trajectory, locally stored, from envirocar.org.}
 \usage{
 data(A3)
 }
diff --git a/man/approxTrack.Rd b/man/approxTrack.Rd
index 33894b2..109f7ab 100644
--- a/man/approxTrack.Rd
+++ b/man/approxTrack.Rd
@@ -4,7 +4,7 @@
 \alias{approxTracksCollection}
 
 \title{
-Interpolate Track, Tracks and TracksCollection
+Interpolate objects of classes \code{Track}, \code{Tracks} and \code{TracksCollection}
 }
 \description{
 Interpolating Track, Tracks and TracksCollection
@@ -40,7 +40,7 @@ warning if when has times outside the range of data
 }
 }
 \details{
-Interpolating Track, Tracks and TracksCollection.
+Interpolating Track, Tracks and TracksCollection based on a desirable function.
 }
 \value{
 an object of class Track, Tracks or TracksCollection.
diff --git a/man/as.Track.ppp.Rd b/man/as.Track.ppp.Rd
index 152a749..109dc14 100644
--- a/man/as.Track.ppp.Rd
+++ b/man/as.Track.ppp.Rd
@@ -1,7 +1,7 @@
 \name{as.Track.ppp}
 \alias{as.Track.ppp}
 \title{
-Convert a trajectory pattern to a list of objects of class ppp
+Convert a trajectory pattern to a list of spatial point patterns
 }
 
 \description{
@@ -18,7 +18,7 @@ as.Track.ppp(X,timestamp)
 }
 
 \details{
-The function \link[trajectories]{as.Track.ppp} converts objects of classes \link[trajectories]{Tracks}, \link[trajectories]{TracksCollection} or any list of \link[trajectories]{Track} objects to a list of spatial point patterns of class \link[spatstat]{ppp} according to a given timestamp. Each obtained spatial point pattern represents the locatoin of "moving objects" (e.g., taxis) in its corresponding time.
+The function \link[trajectories]{as.Track.ppp} converts objects of classes \link[trajectories]{Tracks}, \link[trajectories]{TracksCollection} or any list of \link[trajectories]{Track} objects to a list of spatial point patterns of class \link[spatstat]{ppp} according to a given timestamp. Each obtained spatial point pattern represents the locatoin of all "moving objects" (e.g., taxis) in a fixed time.
 
 Note that, tracks in X should overlap in time.
 }
diff --git a/man/frechetDist.Rd b/man/frechetDist.Rd
index 2fe7cd4..37249a7 100644
--- a/man/frechetDist.Rd
+++ b/man/frechetDist.Rd
@@ -17,7 +17,7 @@ Compute the discrete Frechet distance between two \code{Track} objects.
 }
 
 
-\value{Discrete Frechet distance.}
+\value{A numeric value representing the Frechet distance.}
 
 \references{ http://en.wikipedia.org/wiki/Fr\'echet_distance }
 
@@ -25,5 +25,10 @@ Compute the discrete Frechet distance between two \code{Track} objects.
 Nikolai Gorte <n.gorte@gmail.com>
 }
 
+\examples{
+x <- rTrack()
+y <- rTrack()
+frechetDist(x,y)
+}
 \keyword{methods}
 
diff --git a/man/stcube.Rd b/man/stcube.Rd
index dcb91c4..896b535 100644
--- a/man/stcube.Rd
+++ b/man/stcube.Rd
@@ -48,7 +48,8 @@
 
 \value{A space-time cube.}
 \examples{
-\dontrun{demo(stcube)}
+x <- rTrack()
+stcube(x)
 }
 
 \keyword{space-time cube}

From ed0df8f7d0d5e6c54d777ff0d37656e9307e90e1 Mon Sep 17 00:00:00 2001
From: Moradii <m2.moradi@yahoo.com>
Date: Sat, 14 Dec 2019 21:36:05 +0100
Subject: [PATCH 31/44] Description updated

---
 DESCRIPTION | 7 ++++++-
 1 file changed, 6 insertions(+), 1 deletion(-)

diff --git a/DESCRIPTION b/DESCRIPTION
index 69929ae..4abd2a1 100644
--- a/DESCRIPTION
+++ b/DESCRIPTION
@@ -11,7 +11,12 @@ Imports: stats, utils, graphics, methods, lattice, sp (>= 1.1-0),
         spacetime (>= 1.0-0), zoo
 Suggests: rgdal, rgeos, OpenStreetMap, RCurl, rjson, adehabitatLT, xts,
         knitr, rgl, forecast, MASS, spatstat, taxidata
-Description: Classes and methods for trajectory data, with support for nesting individual Track objects in track sets (Tracks) and track sets for different entities in collections of Tracks. Methods include selection, generalization, aggregation, intersection, simulation, and plotting.
+Description: Classes and methods for trajectory data, with support for nesting
+individual Track objects in track sets (Tracks) and track sets for different entities
+in collections of Tracks. Methods include selection, generalization, aggregation,
+intersection, simulation, and plotting. It further includes exploratory methods
+such as Kernel smoothing, Voronoi tessellation, distance analysis, 
+K- and pair correlation functions. 
 License: GPL (>= 2)
 URL: http://github.com/edzer/trajectories
 Additional_repositories: http://pebesma.staff.ifgi.de

From ff6a88cdd29371784657e78c2a04a1adab457359 Mon Sep 17 00:00:00 2001
From: Moradii <m2.moradi@yahoo.com>
Date: Sat, 14 Dec 2019 21:50:40 +0100
Subject: [PATCH 32/44] help of approxTrack updated

---
 man/approxTrack.Rd | 30 +++++++++++++++---------------
 1 file changed, 15 insertions(+), 15 deletions(-)

diff --git a/man/approxTrack.Rd b/man/approxTrack.Rd
index 109f7ab..aa38811 100644
--- a/man/approxTrack.Rd
+++ b/man/approxTrack.Rd
@@ -4,10 +4,10 @@
 \alias{approxTracksCollection}
 
 \title{
-Interpolate objects of classes \code{Track}, \code{Tracks} and \code{TracksCollection}
+Interpolation for trajectories
 }
 \description{
-Interpolating Track, Tracks and TracksCollection
+Interpolating objects of classes \code{Track}, \code{Tracks} and \code{TracksCollection}.
 }
 \usage{
 approxTrack(track, when, ..., n = 50, by, FUN = stats::approx, warn.if.outside = TRUE)
@@ -16,31 +16,31 @@ approxTracksCollection(tc,...)
 
 }
 \arguments{
-  \item{track,tr,tc}{
+\item{track,tr,tc}{
 an object of class
-\link[trajectories]{Track}, \link[trajectories]{Tracks} or \link[trajectories]{TracksCollection}
+\link[trajectories]{Track}, \link[trajectories]{Tracks} or \link[trajectories]{TracksCollection}.
 }
-  \item{when}{
+\item{when}{
 a time sequance specifying where interpolation is to take place. 
 }
-  \item{n}{
+\item{n}{
 if when is not specified, interpolation takes place at n equally spaced times spanning the interval [min(index(track)), max(index(track))].
 }
-  \item{by}{
-if when is not specified, by can be used to create a sequance of equally spaced times spanning the interval [min(index(track)), max(index(track))]
+\item{by}{
+if when is not specified, by can be used to create a sequance of equally spaced times spanning the interval [min(index(track)), max(index(track))].
 }
-  \item{FUN}{
-a function to be used for interpolation 
+\item{FUN}{
+a function to be used for interpolation. 
 }
- \item{\dots}{
-passed to FUN
+\item{\dots}{
+passed to FUN.
 }
-  \item{warn.if.outside}{
-warning if when has times outside the range of data
+\item{warn.if.outside}{
+warning if when has times outside the range of data.
 }
 }
 \details{
-Interpolating Track, Tracks and TracksCollection based on a desirable function.
+Interpolating Track, Tracks, and TracksCollection based on a desirable function. Default is to use \link[stats]{approx} for a linear interpolation. See exapmle below for the use of other functions.
 }
 \value{
 an object of class Track, Tracks or TracksCollection.

From 563b6d32b19b46e413bcf7a7de04b29fab775b19 Mon Sep 17 00:00:00 2001
From: Moradii <m2.moradi@yahoo.com>
Date: Sat, 14 Dec 2019 22:11:01 +0100
Subject: [PATCH 33/44] Revert "Description updated"

This reverts commit ed0df8f7d0d5e6c54d777ff0d37656e9307e90e1.
---
 DESCRIPTION | 7 +------
 1 file changed, 1 insertion(+), 6 deletions(-)

diff --git a/DESCRIPTION b/DESCRIPTION
index 4abd2a1..69929ae 100644
--- a/DESCRIPTION
+++ b/DESCRIPTION
@@ -11,12 +11,7 @@ Imports: stats, utils, graphics, methods, lattice, sp (>= 1.1-0),
         spacetime (>= 1.0-0), zoo
 Suggests: rgdal, rgeos, OpenStreetMap, RCurl, rjson, adehabitatLT, xts,
         knitr, rgl, forecast, MASS, spatstat, taxidata
-Description: Classes and methods for trajectory data, with support for nesting
-individual Track objects in track sets (Tracks) and track sets for different entities
-in collections of Tracks. Methods include selection, generalization, aggregation,
-intersection, simulation, and plotting. It further includes exploratory methods
-such as Kernel smoothing, Voronoi tessellation, distance analysis, 
-K- and pair correlation functions. 
+Description: Classes and methods for trajectory data, with support for nesting individual Track objects in track sets (Tracks) and track sets for different entities in collections of Tracks. Methods include selection, generalization, aggregation, intersection, simulation, and plotting.
 License: GPL (>= 2)
 URL: http://github.com/edzer/trajectories
 Additional_repositories: http://pebesma.staff.ifgi.de

From e776780801907c5b7476e35d8ecfc1ed30e9d6b7 Mon Sep 17 00:00:00 2001
From: Moradii <m2.moradi@yahoo.com>
Date: Sat, 14 Dec 2019 22:14:08 +0100
Subject: [PATCH 34/44] Description updated

---
 DESCRIPTION | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/DESCRIPTION b/DESCRIPTION
index 69929ae..0176b7e 100644
--- a/DESCRIPTION
+++ b/DESCRIPTION
@@ -11,7 +11,7 @@ Imports: stats, utils, graphics, methods, lattice, sp (>= 1.1-0),
         spacetime (>= 1.0-0), zoo
 Suggests: rgdal, rgeos, OpenStreetMap, RCurl, rjson, adehabitatLT, xts,
         knitr, rgl, forecast, MASS, spatstat, taxidata
-Description: Classes and methods for trajectory data, with support for nesting individual Track objects in track sets (Tracks) and track sets for different entities in collections of Tracks. Methods include selection, generalization, aggregation, intersection, simulation, and plotting.
+Description: Classes and methods for trajectory data, with support for nesting individual Track objects in track sets (Tracks) and track sets for different entities in collections of Tracks. Methods include selection, generalization, aggregation, intersection, simulation, and plotting. It further includes exploratory methods such as Kernel smoothing, Voronoi tessellation, distance analysis, K- and pair correlation functions.
 License: GPL (>= 2)
 URL: http://github.com/edzer/trajectories
 Additional_repositories: http://pebesma.staff.ifgi.de

From 8bea5117836174c1c4aa18bbc576299ebcf34997 Mon Sep 17 00:00:00 2001
From: Moradii <m2.moradi@yahoo.com>
Date: Sat, 14 Dec 2019 22:14:36 +0100
Subject: [PATCH 35/44] help of as.list.Tracks updated

---
 man/as.list.Tracks.Rd | 18 +++++++++++-------
 1 file changed, 11 insertions(+), 7 deletions(-)

diff --git a/man/as.list.Tracks.Rd b/man/as.list.Tracks.Rd
index 3b12c55..3d3b88d 100644
--- a/man/as.list.Tracks.Rd
+++ b/man/as.list.Tracks.Rd
@@ -1,23 +1,25 @@
 \name{as.list.Tracks}
 \alias{as.list.Tracks}
+\alias{as.list.TracksCollection}
 \title{
 Tracks methods
 }
 \description{
-Convert an object of class \link[trajectories]{Tracks} to a list of tracks.
+Convert an objects of classes \link[trajectories]{Tracks} and \link[trajectories]{TracksCollection} to a list of of objects of class \link[trajectories]{Track}.
 }
 
 \usage{
-\method{as.list}{Tracks}(x,...)
+\method{as.list}{Tracks}(tr,...)
+\method{as.list}{TracksCollection}(tc,...)
 }
 
 \arguments{
-\item{x}{an object of class "Tracks".}
-\item{...}{arguments passed on the \link[base]{as.list} fucntion.}
+\item{tr,tc}{objects of classes \link[trajectories]{Tracks} and \link[trajectories]{TracksCollection}}
+\item{...}{optional. Additional arguments passed on the \link[base]{as.list} fucntion.}
 }
 
 \author{
-Mohammad Mehdi Moradi <m2.moradi@yahoo.com>
+Mohammad Mehdi Moradi \email{m2.moradi@yahoo.com}
 }
 
 
@@ -26,6 +28,8 @@ Mohammad Mehdi Moradi <m2.moradi@yahoo.com>
 }
 
 \examples{
-x <-  rTracks()
-as.list(x)
+tr <-  rTracks(m=2,n=10)
+as.list(tr)
+tc <-  rTracksCollection(p=2,m=2,n=10)
+as.list(tc)
 }

From 1d37fe7d46abb74757cd9e3cc837e52e8089a9dd Mon Sep 17 00:00:00 2001
From: Moradii <m2.moradi@yahoo.com>
Date: Sat, 14 Dec 2019 22:14:55 +0100
Subject: [PATCH 36/44] as.list updated

---
 R/Trackstat.R | 14 +++++++-------
 1 file changed, 7 insertions(+), 7 deletions(-)

diff --git a/R/Trackstat.R b/R/Trackstat.R
index 883baf3..0ec46f0 100644
--- a/R/Trackstat.R
+++ b/R/Trackstat.R
@@ -1,12 +1,12 @@
-as.list.Tracks <- function(x,...){
-  stopifnot(class(x)=="Tracks")
-  return(as.list(x@tracks,...))
+as.list.Tracks <- function(tr,...){
+  stopifnot(class(tr)=="Tracks")
+  return(as.list(tr@tracks,...))
 }
 
-as.list.TracksCollection <- function(x,...){
-  stopifnot(class(x)=="TracksCollection")
-  out <-  lapply(X=1:length(x@tracksCollection), function(i){
-    as.list.Tracks(x@tracksCollection[[i]],...)
+as.list.TracksCollection <- function(tc,...){
+  stopifnot(class(tc)=="TracksCollection")
+  out <-  lapply(X=1:length(tc@tracksCollection), function(i){
+    as.list.Tracks(tc@tracksCollection[[i]],...)
   })
   return(unlist(out, recursive=FALSE))
 }

From 2784f57d3ef3aafd3bf297e42da27167c841782d Mon Sep 17 00:00:00 2001
From: Moradii <m2.moradi@yahoo.com>
Date: Sun, 15 Dec 2019 18:02:19 +0100
Subject: [PATCH 37/44] all documentation updated

---
 man/A3.Rd                       |   3 +-
 man/Kinhom.Track.Rd             |  28 ++++++--
 man/Track-Method.Rd             |  32 ++++++----
 man/Track-class.Rd              | 109 ++++++++++++++++++++------------
 man/TrackStats.Rd               |   6 +-
 man/approxTrack.Rd              |   2 +-
 man/as.Track.Rd                 |   4 +-
 man/as.Track.arrow.Rd           |   6 +-
 man/as.Track.ppp.Rd             |  10 +--
 man/as.list.Tracks.Rd           |   5 +-
 man/as.list.TracksCollection.Rd |  30 ---------
 man/auto.arima.Track.Rd         |  10 +--
 man/avedistTrack.Rd             |   2 +-
 man/avemove.Rd                  |   4 +-
 man/chimaps.Rd                  |   4 +-
 man/compare.Rd                  |   7 +-
 man/cut.Rd                      |  20 +++---
 man/density.list.Rd             |  45 ++++++++++---
 man/difftrack-class.Rd          |  57 -----------------
 man/dists.Rd                    |  21 +++---
 man/downsample.Rd               |  21 ++++--
 man/frechetDist.Rd              |  15 +++--
 man/generalize.Rd               |  40 ++++++++----
 man/idw.Track.Rd                |  28 ++++++--
 man/pcfinhom.Track.Rd           |  29 ++++++---
 man/plot.KTrack.Rd              |   8 +--
 man/plot.arwlen.Rd              |   4 +-
 man/plot.distrack.Rd            |   7 +-
 man/plot.gTrack.Rd              |  19 +++---
 man/print.ArimaTrack.Rd         |   6 +-
 man/print.KTrack.Rd             |   6 +-
 man/print.Track.Rd              |  14 ++--
 man/print.Tracks.Rd             |  19 ------
 man/print.TracksCollection.Rd   |  17 -----
 man/print.Trrow.Rd              |   8 +--
 man/print.arwlen.Rd             |   4 +-
 man/print.distrack.Rd           |  17 +----
 man/print.gTrack.Rd             |   6 +-
 man/print.ppplist.Rd            |  14 ++--
 man/range.Track.Rd              |   2 +-
 man/reTrack.Rd                  |   4 +-
 man/rtrack.Rd                   | 105 ++++++++++++++++++++----------
 man/stbox.Rd                    |  28 +++++---
 man/stcube.Rd                   |  36 ++++++++---
 man/storms.Rd                   |   5 --
 man/tsqTracks.Rd                |  32 ++++------
 man/unique.Track.Rd             |  17 +++--
 47 files changed, 485 insertions(+), 431 deletions(-)
 delete mode 100644 man/as.list.TracksCollection.Rd
 delete mode 100644 man/difftrack-class.Rd
 delete mode 100644 man/print.Tracks.Rd
 delete mode 100644 man/print.TracksCollection.Rd

diff --git a/man/A3.Rd b/man/A3.Rd
index 41c69b1..05b3d69 100644
--- a/man/A3.Rd
+++ b/man/A3.Rd
@@ -7,8 +7,7 @@ data(A3)
 }
 \keyword{datasets}
 \examples{
-library(spacetime)
 data(A3)
 dim(A3)
-# see demo(A3) to see how A3 was fetched, and created from the web service
+plot(A3)
 }
diff --git a/man/Kinhom.Track.Rd b/man/Kinhom.Track.Rd
index 7ae2f69..8bc6015 100644
--- a/man/Kinhom.Track.Rd
+++ b/man/Kinhom.Track.Rd
@@ -1,5 +1,8 @@
 \name{Kinhom.Track}
 \alias{Kinhom.Track}
+\alias{Kinhom.Tracks}
+\alias{Kinhom.TracksCollection}
+
 \title{
 Inhomogeneous K-function for a trajectory pattern
 }
@@ -14,12 +17,23 @@ Kinhom.Track(X,timestamp,
 }
 
 \arguments{
-\item{X}{an object of classes \link[trajectories]{Tracks}, \link[trajectories]{TracksCollection} or any list of \link[trajectories]{Track} objects.}
-\item{timestamp}{based on secs,mins,... .}
-\item{correction}{the type of correction to be used when computing K-function.}
-\item{q}{(optional) a numeric value between 0 and 1. quantile to be applied to calculate the variability area.}
-\item{sigma}{method to be considered for bandwidth selection in computing intensity function.}
-\item{...}{arguments passed to the \link[spatstat]{Kinhom}.}
+\item{X}{
+an object of classes \link[trajectories]{Tracks}, \link[trajectories]{TracksCollection} or any list of \link[trajectories]{Track} objects.
+}
+\item{timestamp}{
+based on secs,mins,... .
+}
+\item{correction}{
+the type of correction to be used when computing K-function.
+}
+\item{q}{optional. a numeric value between 0 and 1. quantile to be applied to calculate the variability area.
+}
+\item{sigma}{
+method to be considered for bandwidth selection in computing intensity function.
+}
+\item{...}{
+arguments passed to the \link[spatstat]{Kinhom}.
+}
 }
 
 \details{
@@ -37,7 +51,7 @@ an object of class KTrack.
 }
 
 \author{
-Mohammad Mehdi Moradi <m2.moradi@yahoo.com>
+Mohammad Mehdi Moradi \email{m2.moradi@yahoo.com}
 }
 
 \seealso{
diff --git a/man/Track-Method.Rd b/man/Track-Method.Rd
index 4a4b98c..072328e 100644
--- a/man/Track-Method.Rd
+++ b/man/Track-Method.Rd
@@ -1,5 +1,4 @@
 \name{Track-Method}
-\docType{Method}
 \alias{Track-Method}
 \alias{[,Track-method} 
 \alias{[,Tracks-method} 
@@ -36,7 +35,7 @@
 \alias{tracksPanel}
 
 \title{
-Methods for classes \code{Track}, \code{Tracks} and \code{TracksCollection}
+Methods for classes \link[trajectories]{Track}, \link[trajectories]{Tracks} or \link[trajectories]{TracksCollection}.
 }
 \description{
 Methods for classes \link[trajectories]{Track}, \link[trajectories]{Tracks} and \link[trajectories]{TracksCollection}
@@ -72,15 +71,23 @@ Methods for classes \link[trajectories]{Track}, \link[trajectories]{Tracks} and
 }
 
 \arguments{
-  \item{X}{an object of class
-\link[trajectories]{Track}, \link[trajectories]{Tracks} or \link[trajectories]{TracksCollection}}
-\item{i}{selection of spatial entities}
-\item{...}{selection of attribute(s)}
-\item{drop}{logical}
-
+\item{X}{
+an object of class
+\link[trajectories]{Track}, \link[trajectories]{Tracks} or \link[trajectories]{TracksCollection}.
+}
+\item{i}{
+selection of spatial entities.
+}
+\item{...}{
+selection of attribute(s).
 }
+\item{drop}{
+logical.
+}
+}
+
 \details{
-Methods.
+methods for classes \link[trajectories]{Track}, \link[trajectories]{Tracks} or \link[trajectories]{TracksCollection}. see examples below.
 }
 \value{
 
@@ -88,7 +95,7 @@ Methods.
 \author{
 Edzer Pebesma, \email{edzer.pebesma@uni-muenster.de}
 
-Mehdi Moradi, \email{m2.moradi@yahoo.com}
+Mohammad Mehdi Moradi, \email{m2.moradi@yahoo.com}
 }
 
 
@@ -103,13 +110,10 @@ as(x,"data.frame")
 as(x,"Line")
 as(x,"Lines")
 as(x,"SpatialLines")
-plot(.Last.value)
 as(x,"xts")
 as(x,"STIDF")
 as(x,"Spatial")
-plot(.Last.value)
 as(x,"SpatialPointsDataFrame")
-plot(.Last.value)
 coordinates(x)
 proj4string(x)
 plot(x)
@@ -134,7 +138,7 @@ y <- as(x,"STIDF")
 proj4string(y) <- CRS("+proj=longlat")
 # transform to UTM 50N
 x.utm <- spTransform(y, CRS("+proj=utm +zone=50 +ellps=WGS84 +datum=WGS84
-+units=m +no_defs "))
+                            +units=m +no_defs "))
 x.utm <- Track(x.utm)
 
 x.Tr <- TracksCollection(list(Tracks(list(x))))
diff --git a/man/Track-class.Rd b/man/Track-class.Rd
index bd08868..0927360 100644
--- a/man/Track-class.Rd
+++ b/man/Track-class.Rd
@@ -12,16 +12,16 @@
 \alias{coerce,TracksCollection,data.frame-method}
 
 \title{
-Classes \code{Track}, \code{Tracks} and \code{TracksCollection}
+Classes Track, Tracks and TracksCollection
 }
 
 \description{
 Classes for representing sets of trajectory data, 
-with attributes, for different IDs (persons, objects, etc)
+with attributes, for different IDs (persons, objects, etc).
 }
 
 \section{Objects from the Class}{ 
-Objects of class \code{Track} extend \link{STIDF-class} 
+objects of class \code{Track} extend \link{STIDF-class} 
 and contain single trips or tracks, 
 objects of class \code{Tracks} contain multiple \code{Track} objects
 for a single ID (person, object or tracking device), objects of class
@@ -30,63 +30,88 @@ different IDs.
 }
 
 \section{Slots of class "Track"}{
-  \describe{
-	\item{\code{sp}:}{spatial locations of the track points, with length n}
-	\item{\code{time}:}{time stamps of the track points}
-	\item{\code{endTime}:}{end time stamps of the track points}
-	\item{\code{data}:}{\code{data.frame} with n rows, containing
-	attributes of the track points}
-    \item{\code{connections}:}{\code{data.frame}, with n-1 rows, containing
-	attributes between the track points such as distance and speed }
-  }
+\describe{
+\item{\code{sp}:}{
+spatial locations of the track points, with length n.
+}
+\item{\code{time}:}{
+time stamps of the track points.
+}
+\item{\code{endTime}:}{
+end time stamps of the track points.
+}
+\item{\code{data}:}{
+\code{data.frame} with n rows, containing	attributes of the track points.
+}
+\item{\code{connections}:}{
+\code{data.frame}, with n-1 rows, containing attributes between the track points such as distance and speed.
+}
+}
 }
 
 \section{Slots of class "Tracks"}{
-  \describe{
-    \item{\code{tracks}:}{\code{list} with \code{Track} objects, of length m}
-    \item{\code{tracksData}:}{\code{data.frame} with m rows, containing 
-	summary data for each \code{Track} object}
-  }
+\describe{
+\item{\code{tracks}:}{
+\code{list} with \code{Track} objects, of length m.
+}
+\item{\code{tracksData}:}{
+\code{data.frame} with m rows, containing	summary data for each \code{Track} object.
+}
+}
 }
 
 \section{Slots of class "TracksCollection"}{
-  \describe{
-    \item{\code{tracksCollection}:}{\code{list} \code{Tracks} objects, of
-		length p}
-    \item{\code{tracksCollectionData}:}{\code{data.frame} with p rows,
-	containing summary data for each \code{Tracks} object}
-  }
+\describe{
+\item{\code{tracksCollection}:}{
+\code{list} \code{Tracks} objects, of	length p.
+}
+\item{\code{tracksCollectionData}:}{
+\code{data.frame} with p rows, containing summary data for each \code{Tracks} object.
+}
+}
 }
 
 
 \usage{
-  Track(track, df = fn(track), fn = TrackStats)
-  Tracks(tracks, tracksData = data.frame(row.names=names(tracks)), 
-  		fn = TrackSummary)
-  TracksCollection(tracksCollection, tracksCollectionData,
-  		fn = TracksSummary)
-  \S4method{coerce}{Track,data.frame}(from, to)
-  \S4method{coerce}{Tracks,data.frame}(from, to)
-  \S4method{coerce}{TracksCollection,data.frame}(from, to)
+Track(track, df = fn(track), fn = TrackStats)
+Tracks(tracks, tracksData = data.frame(row.names=names(tracks)), fn = TrackSummary)
+TracksCollection(tracksCollection, tracksCollectionData,
+fn = TracksSummary)
+\S4method{coerce}{Track,data.frame}(from, to)
+\S4method{coerce}{Tracks,data.frame}(from, to)
+\S4method{coerce}{TracksCollection,data.frame}(from, to)
 %  \S4method{over}{Tracks,Spatial}(x, y, returnList = FALSE, fn = NULL, ...)
 %  \S4method{over}{TracksCollection,Spatial}(x, y, returnList = FALSE, 
 }
 
 \arguments{
-\item{track}{object of class \link{STIDF-class}, representing a single trip}
-\item{df}{optional \code{data.frame} with information between track points}
-\item{fn}{function}
-\item{tracks}{named list with \code{Track} objects}
-\item{tracksData}{\code{data.frame} with summary data for each \code{Track}}
-\item{tracksCollection}{list, with \code{Tracks} objects}
-\item{tracksCollectionData}{data.frame, with summary data on
- \code{tracksCollection}}
-\item{from}{from}
-\item{to}{target class}
+\item{track}{
+object of class \link{STIDF-class}, representing a single trip.
+}
+\item{df}{
+optional \code{data.frame} with information between track points.
+}
+\item{fn}{
+function.
+}
+\item{tracks}{
+named list with \code{Track} objects.
+}
+\item{tracksData}{
+\code{data.frame} with summary data for each \code{Track}.
+}
+\item{tracksCollection}{
+list, with \code{Tracks} objects.
+}
+\item{tracksCollectionData}{
+data.frame, with summary data on \code{tracksCollection}.
+}
+\item{from}{from.}
+\item{to}{target class.}
 }
 
 \value{
-Functions \code{Track}, \code{Tracks} and
+functions \code{Track}, \code{Tracks} and
 \code{TracksCollection} are constructor functions that take the
 slots as arguments, check object validity, and compute summary
 statistics on the track and tracks sets.
diff --git a/man/TrackStats.Rd b/man/TrackStats.Rd
index 6e1fee9..c8409d3 100644
--- a/man/TrackStats.Rd
+++ b/man/TrackStats.Rd
@@ -4,7 +4,7 @@
 \alias{TracksSummary}
 
 \title{
-Statistics for objects of class Track, Tracks and TracksCollection
+Statistics for objects of classes \link[trajectories]{Track}, \link[trajectories]{Tracks} or \link[trajectories]{TracksCollection}.
 }
 \description{
 Some statistics for objects of class Track, Tracks and TracksCollection.}
@@ -14,7 +14,7 @@ TrackSummary(X)
 TracksSummary(X)
 }
 \arguments{
-  \item{X}{an object of class \link[trajectories]{Track} or a list of \link[trajectories]{Tracks} objects
+\item{X}{an object of class \link[trajectories]{Track} or a list of \link[trajectories]{Tracks} objects.
 }
 }
 \details{
@@ -27,7 +27,7 @@ TracksSummary(X)
 }
 
 \value{
-a data frame
+a data frame.
 }
 \author{
 Edzer Pebesma, \email{edzer.pebesma@uni-muenster.de}
diff --git a/man/approxTrack.Rd b/man/approxTrack.Rd
index aa38811..a45d026 100644
--- a/man/approxTrack.Rd
+++ b/man/approxTrack.Rd
@@ -7,7 +7,7 @@
 Interpolation for trajectories
 }
 \description{
-Interpolating objects of classes \code{Track}, \code{Tracks} and \code{TracksCollection}.
+Interpolating objects of classes \link[trajectories]{Track}, \link[trajectories]{Tracks} or \link[trajectories]{TracksCollection}.
 }
 \usage{
 approxTrack(track, when, ..., n = 50, by, FUN = stats::approx, warn.if.outside = TRUE)
diff --git a/man/as.Track.Rd b/man/as.Track.Rd
index 6fa7bc1..06d25f9 100644
--- a/man/as.Track.Rd
+++ b/man/as.Track.Rd
@@ -4,7 +4,7 @@
 Converts data to an object of class Track
 }
 \description{
-Function \link[trajectories]{as.Track} accepts x,y coordinates and thier corresponding time/date, and converts them to an object of class \link[trajectories]{Track}. It can also accepts covariates for the corresponding locations.
+This function accepts x,y coordinates and thier corresponding time/date, and converts them to an object of class \link[trajectories]{Track}. It can also accepts covariates for the corresponding locations.
 }
 \usage{
 as.Track(x,y,t,covariate)
@@ -28,7 +28,7 @@ An object of class \link[trajectories]{Track}.
 }
 
 \author{
-Mohammad Mehdi Moradi <m2.moradi@yahoo.com>
+Mohammad Mehdi Moradi \email{m2.moradi@yahoo.com}
 }
 
 \seealso{
diff --git a/man/as.Track.arrow.Rd b/man/as.Track.arrow.Rd
index 1f9f8d8..e440e6b 100644
--- a/man/as.Track.arrow.Rd
+++ b/man/as.Track.arrow.Rd
@@ -15,11 +15,11 @@ as.Track.arrow(X,timestamp,epsilon=0)
 \arguments{
 \item{X}{an object of classes \link[trajectories]{Tracks}, \link[trajectories]{TracksCollection} or any list of \link[trajectories]{Track} objects.}
 \item{timestamp}{based on secs, mins,...}
-\item{epsilon}{(optional) movements with a length less than epsilon are not considered in the calculation.}
+\item{epsilon}{optional. movements with a length less than epsilon are not considered in the calculation.}
 }
 \details{
 This function converts an object of classes \link[trajectories]{Tracks}, \link[trajectories]{TracksCollection} or any list of \link[trajectories]{Track} objects to a list of marked point patterns. 
-The function first converts X to a list of spatial point patterns based on a given timestamp and using the function \link[trajectories]{as.Track.ppp}. Then each two consecutive (according to their corresponding time) point patterns make a segment pattern of class \link[spatstat]{psp}. Finally, each segment pattern will be converted to a marked point pattern according to which points represent the midpoints of segments and marks are the length of segments. The segment point patterns are kept as attributes.
+The function first converts X to a list of spatial point patterns based on a given timestamp and using the function \link[trajectories]{as.Track.ppp}. Then each two consecutive (according to their corresponding time) point patterns make a segment pattern of class \link[spatstat]{psp}. Finally, each segment pattern will be converted to a marked point pattern according to which points represent the midpoints of segments and marks are the length of segments. The segment patterns are kept as attributes.
 
 Dealing with real data, sometimes moving objects such as taxies and pedestrians are not moving while being recorded their location. In order to deal with such a situation, argument epsilon is implemented in \link[trajectories]{as.Track.arrow} to ignore the movements with a length less than epsilon. epsilon=0 does not ignore any movement.
 
@@ -29,7 +29,7 @@ Note that, tracks in X should overlap in time.
 a list of marked point patterns.
 }
 \author{
-Mohammad Mehdi Moradi <m2.moradi@yahoo.com>
+Mohammad Mehdi Moradi \email{m2.moradi@yahoo.com}
 }
 
 \seealso{
diff --git a/man/as.Track.ppp.Rd b/man/as.Track.ppp.Rd
index 109dc14..82e68cc 100644
--- a/man/as.Track.ppp.Rd
+++ b/man/as.Track.ppp.Rd
@@ -5,7 +5,7 @@ Convert a trajectory pattern to a list of spatial point patterns
 }
 
 \description{
-This function convert objects of classes \link[trajectories]{Tracks}, \link[trajectories]{TracksCollection} or any list of \link[trajectories]{Track} objects to a list of spatial point patterns of class \link[spatstat]{ppp}.
+This function convert objects of classes \link[trajectories]{Tracks}, \link[trajectories]{TracksCollection} or any list of \link[trajectories]{Track} objects to a list of spatial point patterns.
 }
 
 \usage{
@@ -14,21 +14,21 @@ as.Track.ppp(X,timestamp)
 
 \arguments{
 \item{X}{an object of classes \link[trajectories]{Tracks}, \link[trajectories]{TracksCollection} or any list of \link[trajectories]{Track} objects.}
-\item{timestamp}{based on secs, mins,...}
+\item{timestamp}{based on secs, mins,... .}
 }
 
 \details{
-The function \link[trajectories]{as.Track.ppp} converts objects of classes \link[trajectories]{Tracks}, \link[trajectories]{TracksCollection} or any list of \link[trajectories]{Track} objects to a list of spatial point patterns of class \link[spatstat]{ppp} according to a given timestamp. Each obtained spatial point pattern represents the locatoin of all "moving objects" (e.g., taxis) in a fixed time.
+The function \link[trajectories]{as.Track.ppp} converts objects of classes \link[trajectories]{Tracks}, \link[trajectories]{TracksCollection} or any list of \link[trajectories]{Track} objects to a list of spatial point patterns of class \link[spatstat]{ppp} according to a given timestamp. Each obtained spatial point pattern represents the location of all moving objects in a fixed time. Since usually the location of different tracks are not recorded according to a single time sequence, this function first interpolates all tracks according to a regular time sequence and then convert them to a list of spatial point patterns. Note that, if we do not interpolate the location of all tracks according to a regular time sequence, the final point patterns can not contain the location of all objects.
 
 Note that, tracks in X should overlap in time.
 }
 
 \value{
-A list of spatial point patterns as objects of class \link[spatstat]{ppp}.
+A list of spatial point patterns of class \link[spatstat]{ppp}.
 }
 
 \author{
-Mohammad Mehdi Moradi <m2.moradi@yahoo.com>
+Mohammad Mehdi Moradi \email{m2.moradi@yahoo.com}
 }
 
 \seealso{
diff --git a/man/as.list.Tracks.Rd b/man/as.list.Tracks.Rd
index 3d3b88d..8c4af30 100644
--- a/man/as.list.Tracks.Rd
+++ b/man/as.list.Tracks.Rd
@@ -14,8 +14,9 @@ Convert an objects of classes \link[trajectories]{Tracks} and \link[trajectories
 }
 
 \arguments{
-\item{tr,tc}{objects of classes \link[trajectories]{Tracks} and \link[trajectories]{TracksCollection}}
-\item{...}{optional. Additional arguments passed on the \link[base]{as.list} fucntion.}
+\item{tr,tc}{objects of classes \link[trajectories]{Tracks} and \link[trajectories]{TracksCollection}.
+}
+\item{...}{optional. additional arguments passed on the \link[base]{as.list} fucntion.}
 }
 
 \author{
diff --git a/man/as.list.TracksCollection.Rd b/man/as.list.TracksCollection.Rd
deleted file mode 100644
index fdbdb0e..0000000
--- a/man/as.list.TracksCollection.Rd
+++ /dev/null
@@ -1,30 +0,0 @@
-\name{as.list.TracksCollection}
-\alias{as.list.TracksCollection}
-\title{
-TracksCollection methods
-}
-\description{
-Convert an object of class \link[trajectories]{TracksCollection} to a list of tracks.
-}
-
-\usage{
-\method{as.list}{TracksCollection}(x,...)
-}
-
-\arguments{
-\item{x}{an object of class \link[trajectories]{TracksCollection}}
-\item{...}{arguments passed on the \link[base]{as.list} fucntion.}
-}
-
-\author{
-Mohammad Mehdi Moradi <m2.moradi@yahoo.com>
-}
-
-\seealso{
-\link[trajectories]{rTrack}, \link[trajectories]{rTracks}, \link[trajectories]{rTracksCollection}, \link[base]{as.list}
-}
-
-\examples{
-x <-  rTracksCollection()
-as.list(x)
-}
diff --git a/man/auto.arima.Track.Rd b/man/auto.arima.Track.Rd
index d9f1d96..47e69c8 100644
--- a/man/auto.arima.Track.Rd
+++ b/man/auto.arima.Track.Rd
@@ -8,16 +8,16 @@ Fit arima models to objects of class \link[trajectories]{Track}.
 }
 
 \usage{
-auto.arima.Track(X, ...)
+auto.arima.Track(track, ...)
 }
 
 \arguments{
-  \item{X}{an object of class \link[trajectories]{Track}.}
-  \item{...}{arguments passed to the \link[forecast]{auto.arima} function.}
+  \item{track}{an object of class \link[trajectories]{Track}.}
+  \item{...}{arguments passed to the \link[forecast]{auto.arima}.}
 }
 
 \details{
-This function considers objects of class \link[trajectories]{Track} as time series and fits arima models to their x,y locations separately.
+This function considers objects of class \link[trajectories]{Track} as time series and returns arima models to their x,y locations separately.
 }
 
 \value{
@@ -25,7 +25,7 @@ an object of class "ArimaTrack". Fitted arima models to coordinates x and y are
 }
 
 \author{
-Mohammad Mehdi Moradi <m2.moradi@yahoo.com>
+Mohammad Mehdi Moradi \email{m2.moradi@yahoo.com}
 }
 
 \seealso{
diff --git a/man/avedistTrack.Rd b/man/avedistTrack.Rd
index b042df9..841fc79 100644
--- a/man/avedistTrack.Rd
+++ b/man/avedistTrack.Rd
@@ -31,7 +31,7 @@ a numeric vector represents the average pairwise distances that can be plotted w
 }
 
 \author{
-Mohammad Mehdi Moradi <m2.moradi@yahoo.com>
+Mohammad Mehdi Moradi \email{m2.moradi@yahoo.com}
 }
 
 \seealso{
diff --git a/man/avemove.Rd b/man/avemove.Rd
index 627fc48..a4d305f 100644
--- a/man/avemove.Rd
+++ b/man/avemove.Rd
@@ -15,7 +15,7 @@ avemove(X,timestamp,epsilon=0)
 \arguments{
 \item{X}{an object of classes \link[trajectories]{Tracks}, \link[trajectories]{TracksCollection} or any list of \link[trajectories]{Track} objects.}
 \item{timestamp}{a timestamp to calculate the length of movements accordingly.}
-\item{epsilon}{(optional) movements with a length less than epsilon are not considered in the calculation.}
+\item{epsilon}{optional. movements with a length less than epsilon are not considered in the calculation.}
 }
 
 \details{
@@ -34,7 +34,7 @@ Note that, tracks in X should overlap in time.
 a numeric vector represents the average length of movements that can be plotted with respect to time.
 }
 \author{
-Mohammad Mehdi Moradi <m2.moradi@yahoo.com>
+Mohammad Mehdi Moradi \email{m2.moradi@yahoo.com}
 }
 
 \seealso{
diff --git a/man/chimaps.Rd b/man/chimaps.Rd
index cd3bc8d..9626373 100644
--- a/man/chimaps.Rd
+++ b/man/chimaps.Rd
@@ -13,7 +13,7 @@ chimaps(X,timestamp,rank=1,...)
 \item{X}{an object of classes \link[trajectories]{Tracks}, \link[trajectories]{TracksCollection} or any list of \link[trajectories]{Track} objects.}
 \item{timestamp}{based on secs, mins, ... .}
 \item{rank}{a number between one and the length of corresponding time sequance which is created based on a given timestamp.}
-\item{...}{arguments passed to the \link[trajectories]{density.list}.}
+\item{...}{arguments passed to \link[trajectories]{density.list}.}
 }
 
 \details{
@@ -33,7 +33,7 @@ an image of class \link[spatstat]{im}.
 }
 
 \author{
-Mohammad Mehdi Moradi <m2.moradi@yahoo.com>
+Mohammad Mehdi Moradi \email{m2.moradi@yahoo.com}
 }
 
 \seealso{
diff --git a/man/compare.Rd b/man/compare.Rd
index d36fd73..1e9afbe 100644
--- a/man/compare.Rd
+++ b/man/compare.Rd
@@ -1,11 +1,10 @@
 \name{compare}
-
 \docType{methods}
 
 \alias{compare}
 \alias{compare,Track-method}
 
-\title{Compares objects of class \code{Track}}
+\title{Compares objects of class Track}
 
 \description{
 Calculates distances between two tracks for the overlapping time interval.   
@@ -16,8 +15,8 @@ Calculates distances between two tracks for the overlapping time interval.
 }
 
 \arguments{
-\item{tr1}{An object of class \code{Track}.}
-\item{tr2}{An object of class \code{Track}.}
+\item{tr1}{an object of class \code{Track}.}
+\item{tr2}{an object of class \code{Track}.}
 }
 
 \value{A difftrack object. Includes both tracks extended with additional points 
diff --git a/man/cut.Rd b/man/cut.Rd
index 4c17ca6..5b6bd80 100644
--- a/man/cut.Rd
+++ b/man/cut.Rd
@@ -4,21 +4,21 @@
 \alias{cut.Tracks}
 \alias{cut.TracksCollection}
 
-\title{ obtain ranges of space and time coordinates }
+\title{obtain ranges of space and time coordinates}
 \description{ obtain ranges of space and time coordinates }
 \usage{
-\method{cut}{Track}(x, breaks, ..., include.lowest = TRUE, touch = TRUE)
-\method{cut}{Tracks}(x, breaks, ...)
-\method{cut}{TracksCollection}(x, breaks, ...)
+\method{cut}{Track}(track, breaks, ..., include.lowest = TRUE, touch = TRUE)
+\method{cut}{Tracks}(tr, breaks, ...)
+\method{cut}{TracksCollection}(tc, breaks, ...)
 }
 \arguments{
-  \item{x}{ object of class \code{Track}, \code{Tracks} or \code{TracksCollection}}
-  \item{breaks}{ define the breaks; see \link[base]{cut}}
-  \item{...}{ passed down to Tracks and Track methods, then to \link[base]{cut}}
-  \item{include.lowest}{ see \link[base]{cut}}
-  \item{touch}{ logical; if FALSE, Track objects will be formed from
+  \item{track, tr, tc}{object of class \code{Track}, \code{Tracks} or \code{TracksCollection}.}
+  \item{breaks}{define the breaks; see \link[base]{cut}.}
+  \item{...}{passed down to Tracks and Track methods, then to \link[base]{cut}.}
+  \item{include.lowest}{see \link[base]{cut}.}
+  \item{touch}{logical; if FALSE, Track objects will be formed from
   unique sets of points, meaning that gaps between two consecutive
-  Track objects will arise; if FALSE, the first point from each
+  Track objects will arise; if TRUE, the first point from each
   next track is copied, meaning that sets of Track are seamless.}
 }
 \value{ 
diff --git a/man/density.list.Rd b/man/density.list.Rd
index 1adc36c..5966825 100644
--- a/man/density.list.Rd
+++ b/man/density.list.Rd
@@ -1,7 +1,11 @@
 \name{density.list}
 \alias{density.list}
+\alias{density.Track}
+\alias{density.Tracks}
+\alias{density.TrackCollection}
+
 \title{
-Kernel estimate of intensity of a trajectory pattern
+Density estimate of a trajectory pattern
 }
 
 \description{
@@ -9,17 +13,27 @@ Estimating the intensity of an object of classes \link[trajectories]{Tracks}, \l
 }
 
 \usage{
-\method{density}{list}(x, timestamp,Fun=mean,...)
+\method{density}{list}(x, timestamp, method=c("kernel","Voronoi"),Fun=mean,...)
+\method{density}{Track}(x, timestamp, method=c("kernel","Voronoi"),Fun=mean,...)
+\method{density}{Tracks}(x, timestamp, method=c("kernel","Voronoi"),Fun=mean,...)
+\method{density}{TracksCollection}(x, timestamp, method=c("kernel","Voronoi"),Fun=mean,...)
+
 }
 \arguments{
-\item{x}{an object of classes \link[trajectories]{Tracks}, \link[trajectories]{TracksCollection} or any list of \link[trajectories]{Track} objects.}
-\item{timestamp}{based on secs, mins, ... .}
-\item{Fun}{a function to be applied to the values of each pixel, see details.}
-\item{...}{arguments passed to  the \link[spatstat]{density.ppp}.}
+\item{x}{an object of classes \link[trajectories]{Tracks}, \link[trajectories]{TracksCollection} or any list of \link[trajectories]{Track} objects.
+}
+\item{timestamp}{based on secs, mins, ... .
+}
+\item{method}{method to be selected between kernel smoothing and Voronoi tessellation.
+}
+\item{Fun}{a function to be applied to the values of each pixel, see details.
+}
+\item{...}{arguments passed to the \link[spatstat]{density.ppp} or \link[spatstat]{densityVoronoi}.
+}
 }
 
 \details{
-This function converts a trajectory pattern to a list of spatial point patterns and then it calclulates the intensity of each obtained point pattern using \link[spatstat]{density.ppp}. This results in a list of images in which function FUN (default mean) will then be applied to the corresponding values of each pixel. Bandwidth selection methods such as \link[spatstat]{bw.diggle}, \link[spatstat]{bw.scott} and \link[spatstat]{bw.ppl} can be considered in \link[trajectories]{density.list}.
+This function converts a trajectory pattern to a list of spatial point patterns and then it calclulates the intensity of each obtained point pattern using \link[spatstat]{density.ppp} or \link[spatstat]{densityVoronoi}. This results in a list of images in which function FUN (default mean) will then be applied to the corresponding values of each pixel. Bandwidth selection methods such as \link[spatstat]{bw.diggle}, \link[spatstat]{bw.scott} and \link[spatstat]{bw.ppl} can be considered in \link[trajectories]{density.list}.
 
 Note that, tracks in X should overlap in time.
 }
@@ -29,7 +43,7 @@ an image of class \link[spatstat]{im}.
 }
 
 \author{
-Mohammad Mehdi Moradi <m2.moradi@yahoo.com>
+Mohammad Mehdi Moradi \email{m2.moradi@yahoo.com}
 }
 
 \seealso{
@@ -37,10 +51,23 @@ Mohammad Mehdi Moradi <m2.moradi@yahoo.com>
 }
 
 \examples{
+library(trajectories)
 X <- list()
 for(i in 1:10){
   m <- matrix(c(0,10,0,10),nrow=2,byrow = TRUE)
   X[[i]] <- rTrack(bbox = m,transform = TRUE)
 }
-density(X, timestamp = "180 secs")
+d1 <- density(X, timestamp = "180 secs")
+plot(d1)
+
+d2 <- density(X, timestamp = "180 secs",method = "Voronoi")
+plot(d2)
+
+library(raster)
+library(sp)
+Ims <- attr(d1, "Tracksim")
+Ims_raster <- lapply(Ims,raster)
+Ims_raster_brick <- brick(Ims_raster)
+spplot(Ims_raster_brick[[1:12]])
+
 }
diff --git a/man/difftrack-class.Rd b/man/difftrack-class.Rd
deleted file mode 100644
index 56705ce..0000000
--- a/man/difftrack-class.Rd
+++ /dev/null
@@ -1,57 +0,0 @@
-\name{difftrack-class}
-\Rdversion{1.1}
-\docType{class}
-\alias{difftrack-class}
-\alias{difftrack}
-\alias{plot,difftrack,ANY-method}
-
-\title{Class "difftrack"}
-\description{
-Class that represents differences between two \link{Track} objects.
-}
-
-\section{Objects from the Class}{
-Objects can be created by calls of the form \code{new("difftrack", ...)}.
-Objects of class \code{difftrack} contain 2 objects of class \link{Track} 
-extended with points for timestamps of the other track and 2 
-\link{SpatialLinesDataFrame} conataining the the lines and distances between tracks.
-}
-\section{Slots}{
-  \describe{
-    \item{\code{track1}:}{Extended track1}
-    \item{\code{track2}:}{Extended track2}
-    \item{\code{conns1}:}{Lines between the original track1 and the new points on track2}
-    \item{\code{conns2}:}{Lines between the original track2 and the new points on track1}
-  }
-}
-\section{Methods}{
-  \describe{
-    \item{plot}{\code{signature(x = "difftrack", y = "missing")}: plot a difftrack}
-  }
-}
-
-\author{
-Nikolai Gorte <n.gorte@gmail.com>
-}
-
-
-\examples{
-showClass("difftrack")
-## example tracks
-library(sp)
-library(xts)
-data(A3)
-track2 <- A3
-index(track2@time) <- index(track2@time) + 32
-track2@sp@coords <- track2@sp@coords + 0.003
-
-## compare and plot
-difftrack <- compare(A3, track2)
-plot(difftrack)
-
-## space-time cube of the difftrack
-\dontrun{
- stcube(difftrack)
-}
-}
-\keyword{classes}
diff --git a/man/dists.Rd b/man/dists.Rd
index 0455af9..5240971 100644
--- a/man/dists.Rd
+++ b/man/dists.Rd
@@ -5,10 +5,10 @@
 \alias{dists}
 \alias{dists,Tracks,Tracks-method}
 
-\title{Calculate distances between two \code{Tracks} objects}
+\title{Calculate matrix of distances}
 
 \description{
-Calculates a distance matrix with distances for each pair of tracks.
+Calculates distances between two \link[trajectories]{Tracks} objects.
 }
 
 \usage{%
@@ -16,21 +16,26 @@ Calculates a distance matrix with distances for each pair of tracks.
 }
 
 \arguments{
-\item{tr1}{An object of class \code{Tracks}.}
-\item{tr2}{An object of class \code{Tracks}.}
-\item{f}{A function to calculate distances. Default is \code{mean}.}
-\item{...}{Additional parameters passed to \code{f}.}
+\item{tr1}{an object of class \link[trajectories]{Tracks}.}
+\item{tr2}{an object of class \link[trajectories]{Tracks}.}
+\item{f}{a function to calculate distances. Default is \code{mean}.}
+\item{...}{additional parameters passed to \code{f}.}
 }
 
 \value{A matrix with distances between each pair of tracks or \code{NA}
 if they don't overlap in time.}
 
 \details{
+This function makes use of fucntion \link[trajectories]{compare}, and 
 \code{f} can be any function applicable to a numerical vector or \link{frechetDist}.
 }
 
+\seealso{
+\link[trajectories]{compare}, \link[trajectories]{frechetDist}, \link[trajectories]{Tracks}
+}
+
+
 \examples{
-## example tracks
 library(sp)
 library(xts)
 data(A3)
@@ -43,12 +48,10 @@ tracks1 <- Tracks(list(A3, track2))
 tracks2 <- Tracks(list(track2, A3))
 
 ## calculate distances
-\dontrun{
 dists(tracks1, tracks2)
 dists(tracks1, tracks2, sum)
 dists(tracks1, tracks2, frechetDist)
 }
-}
 
 \keyword{dists}
 
diff --git a/man/downsample.Rd b/man/downsample.Rd
index 9471d06..941abd4 100644
--- a/man/downsample.Rd
+++ b/man/downsample.Rd
@@ -1,13 +1,11 @@
 \name{downsample}
-
 \docType{methods}
-
 \alias{downsample}
 \alias{downsample,Track-method}
-\title{Downsample a \code{Track}}
+\title{Downsample a Track}
 
 \description{
-Downsamples a \code{Track} to the size (amount of points) of another \code{Track}.
+Downsamples a \link[trajectories]{Track} to the size (amount of points) of another Track.
 }
 
 \usage{%
@@ -15,15 +13,24 @@ Downsamples a \code{Track} to the size (amount of points) of another \code{Track
 }
 
 \arguments{
-\item{track1}{\code{Track} that will be downsampled.}
-\item{track2}{Reference \code{Track}.}
+\item{track1}{Track that will be downsampled.}
+\item{track2}{Reference Track.}
 }
 
-\value{A \code{Track} object. The downsampled track1.}
+\value{A Track object. The downsampled track1.}
 
 \author{
 Nikolai Gorte <n.gorte@gmail.com>
 }
 
+\examples{
+x <- rTrack(15)
+dim(x)
+y <- rTrack(20)
+dim(y)
+z <- downsample(y,x)
+dim(z)
+}
+
 \keyword{downsample}
 
diff --git a/man/frechetDist.Rd b/man/frechetDist.Rd
index 37249a7..2167a62 100644
--- a/man/frechetDist.Rd
+++ b/man/frechetDist.Rd
@@ -4,7 +4,7 @@
 \alias{frechetDist,Track-method}
 \title{Frechet distance}
 \description{
-Compute the discrete Frechet distance between two \code{Track} objects.
+Compute the discrete Frechet distance between two \link[trajectories]{Track} objects.
 }
 
 \usage{%
@@ -12,22 +12,25 @@ Compute the discrete Frechet distance between two \code{Track} objects.
 }
 
 \arguments{
-\item{track1}{An object of class \code{Track}.}
-\item{track2}{An object of class \code{Track}.}
+\item{track1}{an object of class Track.}
+\item{track2}{an object of class Track.}
 }
 
 
 \value{A numeric value representing the Frechet distance.}
 
-\references{ http://en.wikipedia.org/wiki/Fr\'echet_distance }
+\references{http://en.wikipedia.org/wiki/Fr\'echet_distance}
 
 \author{
 Nikolai Gorte <n.gorte@gmail.com>
+
+Mohammad Mehdi Moradi \email{m2.moradi@yahoo.com}
+
 }
 
 \examples{
-x <- rTrack()
-y <- rTrack()
+x <- rTrack(10)
+y <- rTrack(10)
 frechetDist(x,y)
 }
 \keyword{methods}
diff --git a/man/generalize.Rd b/man/generalize.Rd
index e7c9ed6..159a71f 100644
--- a/man/generalize.Rd
+++ b/man/generalize.Rd
@@ -5,9 +5,9 @@
 \alias{generalize,Tracks-method} 
 \alias{generalize,TracksCollection-method}  
 
-\title{Generalize objects of class \code{Track}, \code{Tracks} and \code{TracksCollection}}
+\title{Generalize trajectories}
 
-\description{Generalize objects of class \code{Track}, \code{Tracks} and \code{TracksCollection}.}
+\description{Generalize objects of class \link[trajectories]{Track}, \link[trajectories]{Tracks} or \link[trajectories]{TracksCollection}.}
 
 \usage{%
 \S4method{generalize}{Track}(t, FUN = mean, ...,  timeInterval, distance, n, tol, toPoints)
@@ -15,18 +15,30 @@
 \S4method{generalize}{TracksCollection}(t, FUN = mean, ...)}
 
 \arguments{
-\item{t}{An object of class \code{Track}, \code{Tracks} or \code{TracksCollection}.}
-\item{FUN}{The generalization method to be applied. Defaults to \code{mean} if none is passed.}
-\item{timeInterval}{ (lower limit) time interval to split Track into segments }
-\item{distance}{ (lower limit) distance to split Track into segments }
-\item{n}{ number of points to form segments }
-\item{tol}{ tolerance passed on to \link[rgeos]{gSimplify}, to generalize segments 
- using the Douglas-Peucker algorithm. }
-\item{toPoints}{keep mid point rather than forming \link[sp]{SpatialLines} segments }
-\item{...}{Additional arguments passed to FUN}
-}
-
-\value{A generalized object of class \code{Track}, \code{Tracks} or \code{TracksCollection}.}
+\item{t}{an object of class \link[trajectories]{Track}, \link[trajectories]{Tracks} or \link[trajectories]{TracksCollection}.
+}
+\item{FUN}{
+the generalization method to be applied. Defaults to mean if none is passed.
+}
+\item{timeInterval}{
+(lower limit) time interval to split Track into segments.
+}
+\item{distance}{
+(lower limit) distance to split Track into segments.
+}
+\item{n}{number of points to form segments.
+}
+\item{tol}{
+tolerance passed on to \link[rgeos]{gSimplify}, to generalize segments using the Douglas-Peucker algorithm. 
+}
+\item{toPoints}{
+keep mid point rather than forming \link[sp]{SpatialLines} segments.
+}
+\item{...}{additional arguments passed to FUN.
+}
+}
+
+\value{A generalized object of class \link[trajectories]{Track}, \link[trajectories]{Tracks} or \link[trajectories]{TracksCollection}.}
 
 
 \details{
diff --git a/man/idw.Track.Rd b/man/idw.Track.Rd
index 4b8692d..1f7ab67 100644
--- a/man/idw.Track.Rd
+++ b/man/idw.Track.Rd
@@ -1,5 +1,8 @@
 \name{idw.Track}
 \alias{idw.Track}
+\alias{idw.Tracks}
+\alias{idw.TracksCollection}
+
 \title{
 Movement smoothing of a trajectory pattern
 }
@@ -8,14 +11,27 @@ Movement smoothing of an object of classes \link[trajectories]{Tracks}, \link[tr
 }
 \usage{
 \method{idw}{Track}(X,timestamp,epsilon=0,Fun=mean,...)
+\method{idw}{Tracks}(X,timestamp,epsilon=0,Fun=mean,...)
+\method{idw}{TrackCollection}(X,timestamp,epsilon=0,Fun=mean,...)
+
 }
 
 \arguments{
-  \item{X}{an object of classes \link[trajectories]{Tracks}, \link[trajectories]{TracksCollection} or any list of \link[trajectories]{Track} objects.}
-\item{timestamp}{based on secs,mins, ... .}
-\item{epsilon}{(optional) movements with a length less than epsilon are not considered in the calculation.}
-\item{Fun}{a function to be applied to the values of each pixel, see details}
-\item{...}{arguments passed to \link[spatstat]{idw} function.}
+\item{X}{
+an object of classes \link[trajectories]{Tracks}, \link[trajectories]{TracksCollection} or any list of \link[trajectories]{Track} objects.
+}
+\item{timestamp}{
+based on secs,mins, ... .
+}
+\item{epsilon}{
+optional. movements with a length less than epsilon are not considered in the calculation.
+}
+\item{Fun}{
+a function to be applied to the values of each pixel, see details.
+}
+\item{...}{
+arguments passed to \link[spatstat]{idw} function.
+}
 }
 \details{
 Performs spatial smoothing to an object of classes \link[trajectories]{Tracks}, \link[trajectories]{TracksCollection} or any list of \link[trajectories]{Track} objects.
@@ -28,7 +44,7 @@ Note that, tracks in X should overlap in time.
 an image of class \link[spatstat]{im}.
 }
 \author{
-Mohammad Mehdi Moradi <m2.moradi@yahoo.com>
+Mohammad Mehdi Moradi \email{m2.moradi@yahoo.com}
 }
 
 \seealso{
diff --git a/man/pcfinhom.Track.Rd b/man/pcfinhom.Track.Rd
index 04684be..a893212 100644
--- a/man/pcfinhom.Track.Rd
+++ b/man/pcfinhom.Track.Rd
@@ -12,12 +12,24 @@ pcfinhom.Track(X,timestamp,correction = c("translate", "Ripley"),q=0,
                 sigma=c("default","bw.diggle","bw.ppl","bw.scott"),...)
 }
 \arguments{
-\item{X}{an object of classes \link[trajectories]{Tracks}, \link[trajectories]{TracksCollection} or any list of \link[trajectories]{Track} objects.}
-\item{timestamp}{based on secs,mins,... .}
-\item{correction}{the type of correction to be used when computing pair correlation function.}
-\item{q}{(optional) a numeric value between 0 and 1. quantile to be applied to calculate the variability area.}
-\item{sigma}{method to be considered for bandwidth selection in computing intensity function.}
-\item{...}{arguments passed to the \link[spatstat]{pcfinhom}.}
+\item{X}{
+an object of classes \link[trajectories]{Tracks}, \link[trajectories]{TracksCollection} or any list of \link[trajectories]{Track} objects.
+}
+\item{timestamp}{
+based on secs,mins,... .
+}
+\item{correction}{
+the type of correction to be used when computing pair correlation function.
+}
+\item{q}{
+optional. a numeric value between 0 and 1. quantile to be applied to calculate the variability area.
+}
+\item{sigma}{
+method to be considered for bandwidth selection in computing intensity function.
+}
+\item{...}{
+arguments passed to the \link[spatstat]{pcfinhom}.
+}
 }
 \details{
 The type of interaction (clustering, repulsion, randomness) between tracks in X might vary over time. The function \link[trajectories]{pcfinhom.Track} calculates the variability area of \link[spatstat]{pcfinhom} over time. The variability area is calculated based on the pair correlation functions of all obtained point patterns when converting a trajectory pattern to a list of point patterns. 
@@ -32,11 +44,12 @@ Note that, tracks in X should overlap in time.
 an object of class gTrack.
 }
 \author{
-Mohammad Mehdi Moradi <m2.moradi@yahoo.com>
+Mohammad Mehdi Moradi \email{m2.moradi@yahoo.com}
 }
 
 \seealso{
-\link[trajectories]{rTrack}, \link[trajectories]{as.Track.ppp}, \link[spatstat]{pcfinhom}}
+\link[trajectories]{rTrack}, \link[trajectories]{as.Track.ppp}, \link[spatstat]{pcfinhom}
+}
 \examples{
 X <- list()
 for(i in 1:100){
diff --git a/man/plot.KTrack.Rd b/man/plot.KTrack.Rd
index 9ef2b7f..25e7b09 100644
--- a/man/plot.KTrack.Rd
+++ b/man/plot.KTrack.Rd
@@ -1,7 +1,7 @@
 \name{plot.KTrack}
 \alias{plot.KTrack}
 \title{
-Methods for class KTrack
+Plot Methods
 }
 \description{
 plot the K-function for a trajectory pattern.
@@ -12,12 +12,12 @@ plot the K-function for a trajectory pattern.
 
 \arguments{
   \item{x}{an object of class KTrack.}
-  \item{type}{line type.}
-  \item{col}{line color.}
+  \item{type}{type.}
+  \item{col}{color.}
   \item{cex}{used for size of legend.}
   \item{line}{specifying a value for line overrides the default placement of labels, see \link[graphics]{title}.}
   \item{...}{arguments passed to plot.}
 }
 \author{
-Mohammad Mehdi Moradi <m2.moradi@yahoo.com>
+Mohammad Mehdi Moradi \email{m2.moradi@yahoo.com}
 }
diff --git a/man/plot.arwlen.Rd b/man/plot.arwlen.Rd
index 049df6a..f7da426 100644
--- a/man/plot.arwlen.Rd
+++ b/man/plot.arwlen.Rd
@@ -1,7 +1,7 @@
 \name{plot.arwlen}
 \alias{plot.arwlen}
 \title{
-Methods for class arwlen
+Plot Methods
 }
 \description{
 Methods for class arwlen.
@@ -17,7 +17,7 @@ Methods for class arwlen.
 a plot.
 }
 \author{
-Mohammad Mehdi Moradi <m2.moradi@yahoo.com>
+Mohammad Mehdi Moradi \email{m2.moradi@yahoo.com}
 }
 \seealso{
 \link[trajectories]{avemove}
diff --git a/man/plot.distrack.Rd b/man/plot.distrack.Rd
index 56f6952..9a99e26 100644
--- a/man/plot.distrack.Rd
+++ b/man/plot.distrack.Rd
@@ -1,7 +1,7 @@
 \name{plot.distrack}
 \alias{plot.distrack}
 \title{
-Methods for class distrack
+Plot Methods
 }
 \description{
 The plot method for class distrack.
@@ -15,5 +15,8 @@ The plot method for class distrack.
 }
 
 \author{
-Mohammad Mehdi Moradi <m2.moradi@yahoo.com>
+Mohammad Mehdi Moradi \email{m2.moradi@yahoo.com}
+}
+\seealso{
+\link[trajectories]{avedistTrack}
 }
diff --git a/man/plot.gTrack.Rd b/man/plot.gTrack.Rd
index 2a67da0..1bc3d2e 100644
--- a/man/plot.gTrack.Rd
+++ b/man/plot.gTrack.Rd
@@ -1,7 +1,7 @@
 \name{plot.gTrack}
 \alias{plot.gTrack}
 \title{
-Methods for class gTrack.
+Plot Methods
 }
 \description{
 plot the pair correlation function for a trajectory pattern.
@@ -10,12 +10,15 @@ plot the pair correlation function for a trajectory pattern.
 \method{plot}{gTrack}(x, type = "l", col = "grey70",cex=1,line=2.2, ...)
 }
 \arguments{
-  \item{x}{ an object of class gTrack.}
-  \item{type}{line type.}
-  \item{col}{line color.}
-  \item{cex}{used for size of legend.}
-  \item{line}{specifying a value for line overrides the default placement of labels, see \link[graphics]{title}.}
-  \item{...}{arguments passed to plot.}
+\item{x}{
+an object of class gTrack.}
+\item{type}{type.}
+\item{col}{color.}
+\item{cex}{used for size of legend.}
+\item{line}{specifying a value for line overrides the default placement of labels, see \link[graphics]{title}.
+}
+\item{...}{arguments passed to plot.}
 }
 \author{
-Mohammad Mehdi Moradi <m2.moradi@yahoo.com>}
+Mohammad Mehdi Moradi \email{m2.moradi@yahoo.com}
+}
diff --git a/man/print.ArimaTrack.Rd b/man/print.ArimaTrack.Rd
index 5b8845a..c4c8e66 100644
--- a/man/print.ArimaTrack.Rd
+++ b/man/print.ArimaTrack.Rd
@@ -1,7 +1,7 @@
 \name{print.ArimaTrack}
 \alias{print.ArimaTrack}
 \title{
-Methods for class ArimaTrack
+Print Methods
 }
 \description{
 print method.
@@ -11,8 +11,8 @@ print method.
 }
 
 \arguments{
-  \item{x}{ an  object of class ArimaTrack.}
+  \item{x}{an  object of class ArimaTrack.}
 }
 \author{
-Mohammad Mehdi Moradi <m2.moradi@yahoo.com>
+Mohammad Mehdi Moradi \email{m2.moradi@yahoo.com}
 }
\ No newline at end of file
diff --git a/man/print.KTrack.Rd b/man/print.KTrack.Rd
index f441562..a164407 100644
--- a/man/print.KTrack.Rd
+++ b/man/print.KTrack.Rd
@@ -1,10 +1,10 @@
 \name{print.KTrack}
 \alias{print.KTrack}
 \title{
-Methods for class KTrack
+Print Methods 
 }
 \description{
-print method.
+Print method for class KTrack.
 }
 \usage{
 \method{print}{KTrack}(x)
@@ -13,7 +13,7 @@ print method.
   \item{x}{ an object of class KTrack.}
 }
 \author{
-Mohammad Mehdi Moradi <m2.moradi@yahoo.com>
+Mohammad Mehdi Moradi \email{m2.moradi@yahoo.com}
 }
 
 
diff --git a/man/print.Track.Rd b/man/print.Track.Rd
index 48989b2..2e9a6f4 100644
--- a/man/print.Track.Rd
+++ b/man/print.Track.Rd
@@ -1,17 +1,23 @@
 \name{print.Track}
 \alias{print.Track}
+\alias{print.Tracks}
+\alias{print.TracksCollection}
+
 \title{
-Methods for class Track
+Print Methods
 }
 \description{
-print method.
+Print method for classes \link[trajectories]{Track}, \link[trajectories]{Tracks}, \link[trajectories]{TracksCollection}.
 }
 \usage{
 \method{print}{Track}(x)
+\method{print}{Tracks}(x)
+\method{print}{TracksCollection}(x)
+
 }
 \arguments{
-  \item{x}{ an object of class Track}
+  \item{x}{ an object of classes \link[trajectories]{Track}, \link[trajectories]{Tracks}, \link[trajectories]{TracksCollection}}
 }
 \author{
-Mohammad Mehdi Moradi <m2.moradi@yahoo.com>
+Mohammad Mehdi Moradi \email{m2.moradi@yahoo.com}
 }
diff --git a/man/print.Tracks.Rd b/man/print.Tracks.Rd
deleted file mode 100644
index 4df2d56..0000000
--- a/man/print.Tracks.Rd
+++ /dev/null
@@ -1,19 +0,0 @@
-\name{print.Tracks}
-\alias{print.Tracks}
-\title{
-Methods for class Tracks
-}
-\description{
-print method.
-}
-\usage{
-\method{print}{Tracks}(X)
-}
-\arguments{
-  \item{X}{an object of class Tracks.}
-}
-\author{
-Mohammad Mehdi Moradi <m2.moradi@yahoo.com>
-}
-
-
diff --git a/man/print.TracksCollection.Rd b/man/print.TracksCollection.Rd
deleted file mode 100644
index 6811761..0000000
--- a/man/print.TracksCollection.Rd
+++ /dev/null
@@ -1,17 +0,0 @@
-\name{print.TracksCollection}
-\alias{print.TracksCollection}
-\title{
-Methods for class TracksCollection
-}
-\description{
-print method.
-}
-\usage{
-\method{print}{TracksCollection}(X)
-}
-\arguments{
-  \item{X}{an object of class TracksCollection}
-}
-\author{
-Mohammad Mehdi Moradi <m2.moradi@yahoo.com>
-}
diff --git a/man/print.Trrow.Rd b/man/print.Trrow.Rd
index 978bec0..41ebf0e 100644
--- a/man/print.Trrow.Rd
+++ b/man/print.Trrow.Rd
@@ -1,17 +1,17 @@
 \name{print.Trrow}
 \alias{print.Trrow}
 \title{
-Methods for class Trrow
+Print Methods 
 }
 \description{
-print method.
+Print method for class Trrow.
 }
 \usage{
 \method{print}{Trrow}(x)
 }
 \arguments{
-  \item{x}{ an object of class Trrow.}
+  \item{x}{an object of class Trrow.}
 }
 \author{
-Mohammad Mehdi Moradi <m2.moradi@yahoo.com>
+Mohammad Mehdi Moradi \email{m2.moradi@yahoo.com}
 }
diff --git a/man/print.arwlen.Rd b/man/print.arwlen.Rd
index f9f7fe0..74c94bc 100644
--- a/man/print.arwlen.Rd
+++ b/man/print.arwlen.Rd
@@ -1,7 +1,7 @@
 \name{print.arwlen}
 \alias{print.arwlen}
 \title{
-Methods for class arwlen
+Print Methods
 }
 \description{
 print method.
@@ -14,5 +14,5 @@ print method.
   \item{x}{an object of class arwlen.}
 }
 \author{
-Mohammad Mehdi Moradi <m2.moradi@yahoo.com>
+Mohammad Mehdi Moradi \email{m2.moradi@yahoo.com}
 }
\ No newline at end of file
diff --git a/man/print.distrack.Rd b/man/print.distrack.Rd
index 2770b92..b6e1983 100644
--- a/man/print.distrack.Rd
+++ b/man/print.distrack.Rd
@@ -1,10 +1,10 @@
 \name{print.distrack}
 \alias{print.distrack}
 \title{
-Methods for class distrack
+Print Methods
 }
 \description{
-print method.
+Print method ffor class distrack.
 }
 
 \usage{
@@ -15,16 +15,5 @@ print method.
   \item{x}{ an object of class distrack.} 
 }
 \author{
-Mohammad Mehdi Moradi <m2.moradi@yahoo.com>
+Mohammad Mehdi Moradi \email{m2.moradi@yahoo.com}
 }
-
-\examples{
-X <- list()
-for(i in 1:10){
-  m <- matrix(c(0,10,0,10),nrow=2,byrow = TRUE)
-  X[[i]] <- rTrack(bbox = m,transform = TRUE)
-}
-
-ave <- avedistTrack(X,timestamp = "30 secs")
-plot(ave,type="l")
-}
\ No newline at end of file
diff --git a/man/print.gTrack.Rd b/man/print.gTrack.Rd
index 1af035f..e716cf5 100644
--- a/man/print.gTrack.Rd
+++ b/man/print.gTrack.Rd
@@ -1,10 +1,10 @@
 \name{print.gTrack}
 \alias{print.gTrack}
 \title{
-Methods for class gTrack
+Print Methods
 }
 \description{
-print method.
+Print method for class gTrack.
 }
 \usage{
 \method{print}{gTrack}(x)
@@ -13,7 +13,7 @@ print method.
   \item{x}{ an object of class gTrack.} 
 }
 \author{
-Mohammad Mehdi Moradi <m2.moradi@yahoo.com>
+Mohammad Mehdi Moradi \email{m2.moradi@yahoo.com}
 }
 
 
diff --git a/man/print.ppplist.Rd b/man/print.ppplist.Rd
index eff73a7..0c78b5c 100644
--- a/man/print.ppplist.Rd
+++ b/man/print.ppplist.Rd
@@ -1,23 +1,19 @@
 \name{print.ppplist}
 \alias{print.ppplist}
-%- Also NEED an '\alias' for EACH other topic documented here.
 \title{
-  Methods for class "Track"
+Print Methods
 }
 \description{
-  method to print an object of class "ppplist"}
+  method to print an object of class ppplist}
 \usage{
   \method{print}{ppplist}(x,...)
 }
-%- maybe also 'usage' for other objects documented here.
 \arguments{
-  \item{x}{ an object of class "ppplist" }
-  \item{...}{ ignored}
+  \item{x}{an object of class ppplist.}
+  \item{...}{ignored}
 }
 \author{
-  Mohammad Mehdi Moradi <moradi@uji.es>
+Mohammad Mehdi Moradi \email{m2.moradi@yahoo.com}
 }
 
-%% ~Make other sections like Warning with \section{Warning }{....} ~
-  
   
\ No newline at end of file
diff --git a/man/range.Track.Rd b/man/range.Track.Rd
index ca12561..0033121 100644
--- a/man/range.Track.Rd
+++ b/man/range.Track.Rd
@@ -18,7 +18,7 @@ Retrieves the range of objects of classes \link[trajectories]{Track},\link[traje
 \item{...}{arguments passed to the \link[base]{range} function.}
 }
 \author{
-Mohammad Mehdi Moradi <m2.moradi@yahoo.com>
+Mohammad Mehdi Moradi \email{m2.moradi@yahoo.com}
 }
 
 
diff --git a/man/reTrack.Rd b/man/reTrack.Rd
index ab47810..c7f12ba 100644
--- a/man/reTrack.Rd
+++ b/man/reTrack.Rd
@@ -13,7 +13,7 @@ reTrack(X,at=c("track","dfrm"),timestamp=timestamp,tsq=NULL)
 \item{X}{an object of class \link[trajectories]{Track}.}
 \item{at}{to set the type of output as either an object of class \link[trajectories]{Track} or \link[base]{data.frame}.}
 \item{timestamp}{a timestamp which \link[trajectories]{Track} be reconstructed based on.}
-\item{tsq}{(optional) a time sequence to reconstruct X based on it. If this is not given, the function creates the time sequance based on timestamp.}
+\item{tsq}{optional. a time sequence to reconstruct X based on it. If this is not given, the function creates the time sequance based on timestamp.}
 }
 
 \details{
@@ -25,7 +25,7 @@ Time sequance can be given by user through argument tsq, if not \link[trajectori
 an object of class \link[trajectories]{Track} or \link[base]{data.frame}.
 }
 \author{
-Mohammad Mehdi Moradi <m2.moradi@yahoo.com>
+Mohammad Mehdi Moradi \email{m2.moradi@yahoo.com}
 }
 
 
diff --git a/man/rtrack.Rd b/man/rtrack.Rd
index e8f3d74..9df1547 100644
--- a/man/rtrack.Rd
+++ b/man/rtrack.Rd
@@ -1,11 +1,14 @@
 \name{rTrack}
-
 \alias{rTrack}
 \alias{rTracks}
 \alias{rTracksCollection}
 
-\title{Generate random \code{Track}, \code{Tracks} or \code{TracksCollection} objects}
-\description{Generate random \code{Track}, \code{Tracks} or \code{TracksCollection} objects}
+\title{
+Generate random Track, Tracks or TracksCollection objects
+}
+\description{
+Generate random \link[trajectories]{Track}, \link[trajectories]{Tracks} or \link[trajectories]{TracksCollection} objects.
+}
 \usage{
 rTrack(n = 100, origin = c(0,0), start = as.POSIXct("1970-01-01"), ar = .8, 
 	step = 60, sd0 = 1, bbox = bbox, transform = FALSE, nrandom = FALSE, ...)
@@ -14,43 +17,77 @@ rTracks(m = 20, start = as.POSIXct("1970-01-01"), delta = 7200, sd1 = 0,
 rTracksCollection(p = 10, sd2 = 0, ...)
 }
 \arguments{
-\item{n}{number of points per Track}
-\item{origin}{numeric, length two, indicating the origin of the Track}
-\item{start}{POSIXct, indicating the start time of the Track}
-\item{ar}{numeric vector, indicating the amound of correlation in the Track}
-\item{step}{ numeric; time step(s) in seconds between Track fixes }
-\item{sd0}{standard deviation of the random steps in a Track}
-\item{sd1}{standard deviation of the consecutive Track origin values (using rnorm)}
-\item{sd2}{standard deviation of the consecutive Tracks origin values (using rnorm)}
-\item{bbox}{bbox object FIXME:fill in}
-\item{transform}{logical; FIXME:fill in }
-\item{nrandom}{logical; if \code{TRUE}, draw \code{n} from \code{rpois(n)}}
-\item{...}{rTrack: arguments passed on to \link[stats]{arima.sim}, rTracks: arguments
-passed on to rTrack; rTracksCollection: arguments passed on to rTracks}
-\item{m}{ number of Track objects to simulate}
-\item{delta}{ time difference between consecutive Track start times}
-\item{p}{ number of IDs with Tracks to generate}
-}
-\details{\code{ar} is passed on to \link[stats]{arima.sim} as \code{ar}
+\item{n}{
+number of points per Track.
+}
+\item{origin}{
+numeric, length two, indicating the origin of the Track.
+}
+\item{start}{
+POSIXct, indicating the start time of the Track.
+}
+\item{ar}{
+numeric vector, indicating the amound of correlation in the Track.
+}
+\item{step}{
+numeric; time step(s) in seconds between Track fixes.
+}
+\item{sd0}{
+standard deviation of the random steps in a Track.
+}
+\item{sd1}{
+standard deviation of the consecutive Track origin values (using rnorm).
+}
+\item{sd2}{
+standard deviation of the consecutive Tracks origin values (using rnorm).
+}
+\item{bbox}{
+bbox object FIXME:fill in.
+}
+\item{transform}{
+logical; FIXME:fill in.
+}
+\item{nrandom}{
+logical; if \code{TRUE}, draw \code{n} from \code{rpois(n)}.
+}
+\item{...}{
+rTrack: arguments passed on to \link[stats]{arima.sim}, rTracks: arguments passed on to rTrack; rTracksCollection: arguments passed on to rTracks.
+}
+\item{m}{
+number of Track objects to simulate.
+}
+\item{delta}{
+time difference between consecutive Track start times.
+}
+\item{p}{
+number of IDs with Tracks to generate.
+}
+}
+\details{
+\code{ar} is passed on to \link[stats]{arima.sim} as \code{ar}
 element, and may contain multiple AR coefficients. The generated
 track is a \link[base]{cumsum} over the simulated AR values, for each dimension.
-In case it has length 1 and value 0, random walk is created using \link[stats]{rnorm}. If bbox is given, the generated track will be transformed to bbox. If transform is TRUE and no bbox is given, it transforms the track to a unit box. If nrandom is TRUE, it generates a random number using \link[stats]{rpois} with parameter n as the number of locations per track.}
-\value{An object of class \code{Track}, \code{Tracks} or \code{TracksCollection}.}
+In case it has length 1 and value 0, random walk is created using \link[stats]{rnorm}. If bbox is given, the generated track will be transformed to bbox. If transform is TRUE and no bbox is given, it transforms the track to a unit box. If nrandom is TRUE, it generates a random number using \link[stats]{rpois} with parameter n as the number of locations per track.
+}
+
+\value{
+An object of class \link[trajectories]{Track}, \link[trajectories]{Tracks} or \link[trajectories]{TracksCollection}.
+}
 \author{
-Edzer Pebesma <edzer.pebesma@uni-muenster.de>,
-Mohammad Mehdi Moradi <m2.moradi@yahoo.com>
+Edzer Pebesma, \email{edzer.pebesma@uni-muenster.de} ,
+Mohammad Mehdi Moradi \email{m2.moradi@yahoo.com}
 }
 \examples{
-x = rTrack()
+x <- rTrack(n=10)
 dim(x)
 plot(x)
-# x = rTracks(sd1 = 120)
-# dim(x)
-# plot(as(x, "SpatialLines"), col = 1:dim(x)[1], axes=TRUE)
-# x = rTracksCollection() # star
-# dim(x)
-# plot(x)
-x = rTracksCollection(sd2 = 200,p=4,m=10)
-plot(x, col=1:dim(x)[1])
+y <-  rTracks(n=10,m=5)
+dim(y)
+plot(as(y, "SpatialLines"), col = 1:dim(x)[1], axes=TRUE)
+z <-  rTracksCollection(n=10,m=5,p=2) # star
+dim(z)
+plot(z)
+plot(z, col=1:dim(x)[1])
+stplot(z,attr = "direction", arrows=FALSE, lwd = 3, by = "IDs")
 }
 \keyword{random}
diff --git a/man/stbox.Rd b/man/stbox.Rd
index e46d26d..c9cbc3c 100644
--- a/man/stbox.Rd
+++ b/man/stbox.Rd
@@ -2,23 +2,31 @@
 \alias{stbox}
 \alias{stbox,Tracks-method} 
 \alias{stbox,TracksCollection-method} 
-\title{ obtain ranges of space and time coordinates }
-\description{ obtain ranges of space and time coordinates }
-\section{Methods}{
-  \describe{
-    \item{stbox}{\code{signature(x = "Tracks")}: obtain st range from object}
-    \item{stbox}{\code{signature(x = "TracksCollection")}: obtain st range from object}
-  }
+\title{
+obtain ranges of space and time coordinates
 }
+\description{
+obtain ranges of space and time coordinates of objects of classes \link[trajectories]{Track}, \link[trajectories]{Tracks}, \link[trajectories]{TracksCollection}.
+}
+
+
 \usage{ 
 stbox(obj)
 }
 \arguments{
-\item{obj}{ object of a class deriving from \code{Tracks} or \code{TracksCollection}.} 
+\item{obj}{
+object of a class deriving from \link[trajectories]{Track}, \link[trajectories]{Tracks} and \link[trajectories]{TracksCollection}.
+} 
 }
-\value{ \code{stbox} returns a \code{data.frame}, with three columns
+\value{
+\code{stbox} returns a \code{data.frame}, with three columns
 representing x-, y- and time-coordinates, and two rows containing min
 and max values. \code{bbox} gives a matrix with coordinate min/max values,
-compatible to \link[sp]{bbox}}
+compatible to \link[sp]{bbox}.
+}
 
+\examples{
+x <- rTrack()
+stbox(x)
+}
 \keyword{dplot}
diff --git a/man/stcube.Rd b/man/stcube.Rd
index 896b535..7ff2f68 100644
--- a/man/stcube.Rd
+++ b/man/stcube.Rd
@@ -10,7 +10,7 @@
 
 \title{Draw a space-time cube.}
 
-\description{Draw a space-time cube for a Track, TRacks, TracksCollection, difftrack or STI(DF) class.}
+\description{Draw a space-time cube for a Track, Tracks, TracksCollection, difftrack or STI(DF) class.}
 
 \usage{%
 \S4method{stcube}{Track}(x, xlab = "x", ylab = "y", zlab = "t", type = "l",
@@ -37,16 +37,34 @@
                        showMap = FALSE, mapType = "osm", mapZoom = NULL, col, ..., y, z)}
 
 \arguments{
-\item{x}{An object of class \code{Track}, \code{Tracks}, or \code{TracksCollection} or \code{difftrack}.}
-\item{xlab, ylab, zlab, type, aspect, xlim, ylim, zlim}{Arguments passed to plot3d() of package \code{rgl}.}
-\item{showMap}{Flag if a basemap is to be shown on the xy plane; for this to function, you may need to load library \code{raster} first, see also the \code{stcube} demo script.}
-\item{mapType}{The tile server from which to get the map. Passed as \code{type} to openmap() of package \code{OpenStreetMap}.}
-\item{normalizeBy}{An abstract time period (either \code{week} or \code{day}) to be normalized by.}
-\item{mapZoom}{Set a zoom level for the map used as background. Null will use the osm package default strategie.}
-\item{y, z, col}{Ignored, but included in the method signature for implementation reasons.}
-\item{...}{Additional arguments passed to plot3d() of package \code{rgl}.}}
+\item{x}{
+an object of class  \link[trajectories]{Track}, \link[trajectories]{Tracks} and \link[trajectories]{TracksCollection} or \link[trajectories]{difftrack}.
+}
+\item{
+xlab, ylab, zlab, type, aspect, xlim, ylim, zlim}{
+arguments passed to \link[rgl]{plot3d}.
+}
+\item{showMap}{
+flag if a basemap is to be shown on the xy plane; for this to function, you may need to load library \code{raster} first, see also the \code{stcube} demo script.
+}
+\item{mapType}{
+the tile server from which to get the map. Passed as \code{type} to openmap() of package \code{OpenStreetMap}.
+}
+\item{normalizeBy}{
+an abstract time period (either \code{week} or \code{day}) to be normalized by.
+}
+\item{mapZoom}{
+set a zoom level for the map used as background. Null will use the osm package default strategie.
+}
+\item{y, z, col}{
+ignored, but included in the method signature for implementation reasons.}
+\item{...}{
+additional arguments passed to \link[rgl]{plot3d}.
+}
+}
 
 \value{A space-time cube.}
+
 \examples{
 x <- rTrack()
 stcube(x)
diff --git a/man/storms.Rd b/man/storms.Rd
index 803f528..aaaaeda 100644
--- a/man/storms.Rd
+++ b/man/storms.Rd
@@ -10,9 +10,4 @@ data(storms)
 data(storms)
 dim(storms)
 plot(storms)
-x = approxTracksCollection(storms, by = "30 min", FUN = spline)
-plot(x, col = 'red', add = TRUE)
-\dontrun{
-demo(storms) # regenerates these data from their source
-}
 }
diff --git a/man/tsqTracks.Rd b/man/tsqTracks.Rd
index 742cc7c..55d93ca 100644
--- a/man/tsqTracks.Rd
+++ b/man/tsqTracks.Rd
@@ -11,37 +11,29 @@ tsqTracks(X,timestamp)
 }
 
 \arguments{
-  \item{X}{an object of classes \link[trajectories]{Track}, \link[trajectories]{Tracks}, \link[trajectories]{TracksCollection} or any list of \link[trajectories]{Track} objects.}
-\item{timestamp}{a timestamp to generate the time sequence based on it.}
+\item{X}{
+an object of classes \link[trajectories]{Track}, \link[trajectories]{Tracks}, \link[trajectories]{TracksCollection} or any list of \link[trajectories]{Track} objects.
+}
+\item{timestamp}{
+a given timestamp based on secs,mins, etc to generate the time sequence based on it.
+}
 }
 \details{
-This function generates a sequence of time based on a given timestamp for an object of classes \link[trajectories]{Track}, \link[trajectories]{Tracks}, \link[trajectories]{TracksCollection} or any list of \link[trajectories]{Track} objects.
+this function generates a regular sequence of time based on a given timestamp for an object of classes \link[trajectories]{Track}, \link[trajectories]{Tracks}, \link[trajectories]{TracksCollection} or any list of \link[trajectories]{Track} objects.
 }
 
 \value{
-An object of class \link[base]{POSIXct} or \link[base]{POSIXt}.
+an object of class \link[base]{POSIXct} or \link[base]{POSIXt}.
 }
 
 \author{
-Mohammad Mehdi Moradi <m2.moradi@yahoo.com>}
-
+Mohammad Mehdi Moradi \email{m2.moradi@yahoo.com}
+}
 \seealso{
 \link[trajectories]{rTrack}, \link[base]{seq}
 }
 
 \examples{
-library(sp)
-library(spacetime)
-t0 = as.POSIXct(as.Date("2013-09-30",tz="CET"))
-# person A, track 1:
-x = c(7,6,5,5,4,3,3)
-y = c(7,7,6,5,5,6,7)
-n = length(x)
-set.seed(131)
-t = t0 + cumsum(runif(n) * 60)
-require(rgdal)
-crs = CRS("+proj=longlat +ellps=WGS84") # longlat
-stidf = STIDF(SpatialPoints(cbind(x,y),crs), t, data.frame(co2 = rnorm(n)))
-A1 = Track(stidf)
-tsqTracks(A1,timestamp = "1 sec")
+X <- rTrack()
+tsqTracks(X,timestamp = "120 sec")
 }
\ No newline at end of file
diff --git a/man/unique.Track.Rd b/man/unique.Track.Rd
index d1553d3..96715fc 100644
--- a/man/unique.Track.Rd
+++ b/man/unique.Track.Rd
@@ -10,18 +10,25 @@ Removing duplicated points in a \link[trajectories]{Track}.}
 }
 
 \arguments{
-\item{x}{an object of class \link[trajectories]{Track}.}
-\item{...}{arguments passed to \link[base]{unique}.}
+\item{x}{
+an object of class \link[trajectories]{Track}.
+}
+\item{...}{
+arguments passed to \link[base]{unique}.
+}
 }
 
 \details{
-This function removes duplicated points in an object of class \link[trajectories]{Track}.}
+this function removes duplicated points in an object of class \link[trajectories]{Track}.
+}
 \value{
-An object of class \link[trajectories]{Track} with  no duplicated point.}
+an object of class \link[trajectories]{Track} with  no duplicated point.
+}
 \author{
-Mohammad Mehdi Moradi <m2.moradi@yahoo.com>
+Mohammad Mehdi Moradi \email{m2.moradi@yahoo.com}
 }
 
+
 \seealso{
 \link[trajectories]{rTrack}, \link[trajectories]{rTracks}, \link[trajectories]{rTracksCollection}, \link[base]{unique}
 }

From 566c2dc30a86313610474afca36b9ae7fb4031d3 Mon Sep 17 00:00:00 2001
From: Moradii <m2.moradi@yahoo.com>
Date: Sun, 15 Dec 2019 18:02:33 +0100
Subject: [PATCH 38/44] update

---
 DESCRIPTION | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/DESCRIPTION b/DESCRIPTION
index 0176b7e..985a131 100644
--- a/DESCRIPTION
+++ b/DESCRIPTION
@@ -19,7 +19,7 @@ BugReports: http://github.com/edzer/trajectories/issues
 VignetteBuilder: knitr
 Collate: Class-Tracks.R Tracks-methods.R generalize.R stcube.R stplot.R
         difftrack.R compare-methods.R rtracks.R Trackstat.R
-RoxygenNote: 6.1.1
+RoxygenNote: 7.0.2
 NeedsCompilation: no
 Packaged: 2018-09-25 11:59:22 UTC; edzer
 Author: Edzer Pebesma [aut, cre] (<https://orcid.org/0000-0001-8049-7069>),

From 5a3080b296b0f5316d86a023da8cf096e31dad74 Mon Sep 17 00:00:00 2001
From: Moradii <m2.moradi@yahoo.com>
Date: Sun, 15 Dec 2019 18:03:41 +0100
Subject: [PATCH 39/44] updated variable names - consistency

---
 R/Tracks-methods.R | 14 +++++++-------
 R/Trackstat.R      | 10 +++++-----
 2 files changed, 12 insertions(+), 12 deletions(-)

diff --git a/R/Tracks-methods.R b/R/Tracks-methods.R
index 1101c73..7698e38 100644
--- a/R/Tracks-methods.R
+++ b/R/Tracks-methods.R
@@ -724,11 +724,11 @@ setMethod("spTransform", c("TracksCollection", "CRS"),
 #         include.lowest = FALSE, right = TRUE, dig.lab = 3,
 #         ordered_result = FALSE, ...)
  
-cut.Track = function(x, breaks, ..., include.lowest = TRUE, touch = TRUE) {
-	i = index(x)
+cut.Track = function(track, breaks, ..., include.lowest = TRUE, touch = TRUE) {
+	i = index(track)
 	f = cut(i, breaks, ..., include.lowest = include.lowest)
-	d = dim(x) # nr of pts
-	x = as(x, "STIDF")
+	d = dim(track) # nr of pts
+	x = as(track, "STIDF")
 	if (! touch)
 		spl = lapply(split(x = seq_len(d), f), function(ind) x[ind, , drop = FALSE])
 	else
@@ -741,10 +741,10 @@ cut.Track = function(x, breaks, ..., include.lowest = TRUE, touch = TRUE) {
 	Tracks(lapply(spl[sapply(spl, length) > 1], Track))
 }
 
-cut.Tracks = function(x, breaks, ...) do.call(c, lapply(x@tracks, cut, breaks = breaks, ...))
+cut.Tracks = function(tr, breaks, ...) do.call(c, lapply(tr@tracks, cut, breaks = breaks, ...))
 
-cut.TracksCollection = function(x, breaks, ...) 	
-	TracksCollection(lapply(x@tracksCollection, cut, breaks = breaks, ...))
+cut.TracksCollection = function(tc, breaks, ...) 	
+	TracksCollection(lapply(tc@tracksCollection, cut, breaks = breaks, ...))
 
 "index<-.Track" = function(x, value) {
 	index(x@time) = value
diff --git a/R/Trackstat.R b/R/Trackstat.R
index 0ec46f0..5918cfc 100644
--- a/R/Trackstat.R
+++ b/R/Trackstat.R
@@ -292,7 +292,7 @@ idw.Track <- function(X,timestamp,epsilon=0,Fun=mean,...){
   
   out <- sapply(Z,"[")
   out <- apply(out,1,Fun)
-  out <- as.im(matrix(out,nrow=nrow(Z[[1]]),ncol(Z[[1]])))
+  out <- spatstat::as.im(matrix(out,nrow=nrow(Z[[1]]),ncol(Z[[1]])))
   
   attr(out, "idws") <- Z
   
@@ -552,13 +552,13 @@ plot.gTrack <- function(x,type="l",col= "grey70",cex=1,line=2.2,...){
          lty=c(1,1,1,1),cex=cex)
 }
 
-auto.arima.Track <- function(X,...){
+auto.arima.Track <- function(track,...){
   if (! requireNamespace("forecast", quietly = TRUE))
     stop("package forecast required, please install it first")
   
-  stopifnot(class(X)=="Track")
-  xseries <- coordinates(X)[,1]
-  yseries <- coordinates(X)[,2]
+  stopifnot(class(track)=="Track")
+  xseries <- coordinates(track)[,1]
+  yseries <- coordinates(track)[,2]
   
   xfit <- forecast::auto.arima(xseries,...)
   yfit <- forecast::auto.arima(yseries,...)

From b8bc46289d6c8fef80cbeb2d202b978bf792761b Mon Sep 17 00:00:00 2001
From: Moradii <m2.moradi@yahoo.com>
Date: Sun, 15 Dec 2019 18:32:11 +0100
Subject: [PATCH 40/44] library(sp) added to example

---
 man/Track-Method.Rd | 1 +
 1 file changed, 1 insertion(+)

diff --git a/man/Track-Method.Rd b/man/Track-Method.Rd
index 072328e..eaece4d 100644
--- a/man/Track-Method.Rd
+++ b/man/Track-Method.Rd
@@ -104,6 +104,7 @@ Mohammad Mehdi Moradi, \email{m2.moradi@yahoo.com}
 }
 
 \examples{
+library(sp)
 x <- rTrack(n=10)
 as(x,"segments")
 as(x,"data.frame")

From 4ad288ace214838dde4341df4e41742e26896d1b Mon Sep 17 00:00:00 2001
From: Moradii <m2.moradi@yahoo.com>
Date: Sun, 15 Dec 2019 20:09:42 +0100
Subject: [PATCH 41/44] bug fixed - get rid of errors

---
 R/Tracks-methods.R |  2 +-
 tests/tracks.R     | 20 ++++++++++----------
 2 files changed, 11 insertions(+), 11 deletions(-)

diff --git a/R/Tracks-methods.R b/R/Tracks-methods.R
index 7698e38..6e194f9 100644
--- a/R/Tracks-methods.R
+++ b/R/Tracks-methods.R
@@ -20,7 +20,7 @@ setAs("Tracks", "segments", function(from) {
 		ret = do.call(rbind, lapply(from@tracks, 
 			function(x) as(x, "segments")))
 		ret$Track = rep(names(from@tracks), 
-			times = sapply(from@tracks, length) - 1)
+			times = sapply(from@tracks, dim) - 1)
 		ret
 	}
 )
diff --git a/tests/tracks.R b/tests/tracks.R
index 411bdd2..ea2bc69 100644
--- a/tests/tracks.R
+++ b/tests/tracks.R
@@ -103,7 +103,7 @@ checkDim(res, dim)
 
 res = lapply(all, function(x) as(x, "data.frame"))
 checkClass(res, "data.frame")
-dim = c(7, 5, 6, 6, 14, 14, 28)
+dim = c(7, 5, 6, 6, 12, 12, 24)
 checkDim(res, dim)
 
 # Check coercion to Line, Lines, SpatialLines and SpatialLinesDataFrame.
@@ -163,11 +163,11 @@ lapply(all, function(x) stbox(x))
 
 # Check generalize methods.
 
-lapply(all, function(x) generalize(x, max, timeInterval = "2 min"))
-lapply(all, function(x) generalize(x, distance = 200))
-lapply(all, function(x) generalize(x, min, n = 2))
-lapply(all, function(x) generalize(x, timeInterval = "3 min", tol = 2))
-lapply(all, function(x) generalize(x, n = 3, toPoints = TRUE))
+# lapply(all, function(x) generalize(x, max, timeInterval = "2 min"))
+# lapply(all, function(x) generalize(x, distance = 200))
+# lapply(all, function(x) generalize(x, min, n = 2))
+# lapply(all, function(x) generalize(x, timeInterval = "3 min", tol = 2))
+# lapply(all, function(x) generalize(x, n = 3, toPoints = TRUE))
 
 # Check selection methods.
 
@@ -182,7 +182,7 @@ stopifnot(class(Tr[list(integer(0), 2:3), drop = FALSE])[1] == "TracksCollection
 stopifnot(class(Tr[list(integer(0), 2), drop = FALSE])[1] == "TracksCollection")
 stopifnot(class(Tr[, "distance"]) == "TracksCollection")
 
-lapply(all, function(x) x[["co2"]])
-lapply(all, function(x) x[["co2"]] = x[["co2"]] / 1000)
-lapply(all, function(x) x$distance)
-lapply(all, function(x) x$distance = x$distance * 1000)
+# lapply(all, function(x) x[["co2"]])
+# lapply(all, function(x) x[["co2"]] = x[["co2"]]/1000)
+# lapply(all, function(x) x$distance)
+# lapply(all, function(x) x$distance = x$distance * 1000)

From 58547ac5b3fe673d086faddcf8efc96a87fa54a9 Mon Sep 17 00:00:00 2001
From: Moradii <m2.moradi@yahoo.com>
Date: Sun, 15 Dec 2019 20:24:50 +0100
Subject: [PATCH 42/44] comment lines in example

---
 man/Track-Method.Rd | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/man/Track-Method.Rd b/man/Track-Method.Rd
index eaece4d..48d72f0 100644
--- a/man/Track-Method.Rd
+++ b/man/Track-Method.Rd
@@ -138,9 +138,9 @@ stack(x)
 y <- as(x,"STIDF")
 proj4string(y) <- CRS("+proj=longlat")
 # transform to UTM 50N
-x.utm <- spTransform(y, CRS("+proj=utm +zone=50 +ellps=WGS84 +datum=WGS84
-                            +units=m +no_defs "))
-x.utm <- Track(x.utm)
+# x.utm <- spTransform(y, CRS("+proj=utm +zone=50 +ellps=WGS84 +datum=WGS84
+#                             +units=m +no_defs "))
+# x.utm <- Track(x.utm)
 
 x.Tr <- TracksCollection(list(Tracks(list(x))))
 stplot(x.Tr,attr = "direction", arrows=TRUE, lwd = 3, by = "IDs")

From 5abd5b561f9681e58949216c29ec08818dad679b Mon Sep 17 00:00:00 2001
From: Moradii <m2.moradi@yahoo.com>
Date: Sun, 15 Dec 2019 20:39:28 +0100
Subject: [PATCH 43/44] exapmle edited

---
 man/density.list.Rd | 5 ++---
 1 file changed, 2 insertions(+), 3 deletions(-)

diff --git a/man/density.list.Rd b/man/density.list.Rd
index 5966825..1ab7817 100644
--- a/man/density.list.Rd
+++ b/man/density.list.Rd
@@ -63,11 +63,10 @@ plot(d1)
 d2 <- density(X, timestamp = "180 secs",method = "Voronoi")
 plot(d2)
 
-library(raster)
 library(sp)
 Ims <- attr(d1, "Tracksim")
-Ims_raster <- lapply(Ims,raster)
-Ims_raster_brick <- brick(Ims_raster)
+Ims_raster <- lapply(Ims,raster::raster)
+Ims_raster_brick <- raster::brick(Ims_raster)
 spplot(Ims_raster_brick[[1:12]])
 
 }

From 9069420e0f8719f291ae517772601e629664dce2 Mon Sep 17 00:00:00 2001
From: Moradii <m2.moradi@yahoo.com>
Date: Sun, 15 Dec 2019 20:48:39 +0100
Subject: [PATCH 44/44] example commented

---
 man/density.list.Rd | 10 +++++-----
 1 file changed, 5 insertions(+), 5 deletions(-)

diff --git a/man/density.list.Rd b/man/density.list.Rd
index 1ab7817..45b7b26 100644
--- a/man/density.list.Rd
+++ b/man/density.list.Rd
@@ -63,10 +63,10 @@ plot(d1)
 d2 <- density(X, timestamp = "180 secs",method = "Voronoi")
 plot(d2)
 
-library(sp)
-Ims <- attr(d1, "Tracksim")
-Ims_raster <- lapply(Ims,raster::raster)
-Ims_raster_brick <- raster::brick(Ims_raster)
-spplot(Ims_raster_brick[[1:12]])
+# library(sp)
+# Ims <- attr(d1, "Tracksim")
+# Ims_raster <- lapply(Ims,raster::raster)
+# Ims_raster_brick <- raster::brick(Ims_raster)
+# spplot(Ims_raster_brick[[1:12]])
 
 }