From da8c98abfe8c600473274e84871538ecd0b7733d Mon Sep 17 00:00:00 2001
From: pfdietz <pfdietz@localhost>
Date: Sat, 9 Jul 2005 02:22:08 +0000
Subject: [PATCH] ILC2005 paper

---
 ansi-tests/doc/ilc2005.pdf | Bin 0 -> 123839 bytes
 ansi-tests/doc/ilc2005.tex | 631 +++++++++++++++++++++++++++++++++++++
 ansi-tests/doc/lisp.bib    | 121 +++++++
 3 files changed, 752 insertions(+)
 create mode 100644 ansi-tests/doc/ilc2005.pdf
 create mode 100644 ansi-tests/doc/ilc2005.tex
 create mode 100644 ansi-tests/doc/lisp.bib

diff --git a/ansi-tests/doc/ilc2005.pdf b/ansi-tests/doc/ilc2005.pdf
new file mode 100644
index 0000000000000000000000000000000000000000..f877632f6f45dca9d89915a0a6415801d4d17b89
GIT binary patch
literal 123839
zcma%?Q;aXLzwO8P&17ubwr$(CZQHi7$F^<Tw(UK>`<&c!@5BG)Jhf@kq)nS<eb#rC
zR6#_HmXVGbKst6E{|CTEz(8PcWCh^ip_ehWGk38dVE;FwL@#D(<6`PWKrd!v=wd2j
zYHV*}%Et$Ac5yN_v;}zNlxS%tAGIRNeR1>&#k;LU1SbQ1rM!G(Rkj>?kULf$@+csQ
z|B+49!sEvK{a}e06^!H-FVQ(^AjFHkt?T>g9Dt`zT0m|1-QT-;xExxUnKNp+tK+La
ze@^~w;;rrN48}k3ub9M0HF9<LKe;WU&U%VDSEch5I|x5oIdczxjPBa2<(P?>zA<(0
zs+#Nb{<PCt&O98X?|pyxuF*v$LiV(Cc(L{7X^qvLa~;hbJ#km{&%z^Qs!8elJ4=@t
zBQ5t8YRbPZI?9Y!=gqG+WP)}bTt_hzlQMm4EIU93D6Qk1@Zi(^T6%tzp%^0B)sJb>
z1%o_}@%rp*k!G6eFyy2&wVSZ0`Kr-ZKe<19zGUC0_b74y*!+P!+h0<Jqi0Wk`w0@u
zN}Z6IeavjiRKv`mP3^DRv-v2bZVm2=Y<MnZT_HjCYAN+BC6^{MuZp1<>CtyH?YpUr
zjn>G+ysW{~L7}`B4GFN_I_<rQ6K%@%OJP!u`K*CI|2rX`b!2siJEuX`f!GckKQQJ@
zID?6oF-c)~2?8HvB8B7z0VM{^yS>#@)la-)_919C4dwsNk<w+EYO*<sceE*Q#^6!-
zYL*i<YYXNeTE3^}&0nL4t^M10=l4b4E1@7vf352bikQF#W@E=Rp~3R5o{ih*muR>O
zl=8jGm`Xvwf`#;z6YL4&SBe?$SDR(aE0j=XF5E8U6K|_-l!buh!;2FI(UvDp&gdiy
zm08P{X~qcyzo$wVHP9QsVn<^YLu_8L@y$vkNJ)5x7%(3O#FOHBQ!`$|)i*z^;40c=
z9lvy{Q5r0cj2;O!;=7Te%h<g0OfW#0bO1Meq}8v-l8C^VWtq;JoGmg+d6sAN;~*WT
zbcwI$wpCe|^=$$ZZXTllq1;i!x8+4li$^r;1)EtKH5({qa0hIGsJw0BL<lJ%h5;|g
zpLhAF!6wY8VtbTR3xt;P*C1ePo?l9`&qDwnR0ir{l_Q1XQ|Sco+g|_uXY~0HGkJLI
zEW#lu1R`p5MEp%e&T{|S*$5FcWM-?yu}=A(uaD){yE#9z|3Ni4u87P;;UEFbQ8g2R
z5OIztWMs6y-uBF9ADk}3{dK5t6R(sPq%aDo$|@*p7Agh!JB6CvbmK3qDe!=CGNJbr
zDtJa@j_7L`Q++GAeP;?pt1{nW+YG}&+6Dltymlv6yNlkZR!>&axb(0It^Yiyas}&l
z!Km}+PSyafbR8!Qma6yFx|c#g3la66*Tu96AC9i7-#F`%JTGycv&~2#PZ;wOECO(+
zlmBmD)C|&sVqo{*z$FDDBAN$=ATzWZsvIhVH^8Z`3xsE&!eVG0y*{6{I8gv*AV6nK
z-6iCB%bzX7?>~vw<a+J?BC`lw$P3RKXqx?Vh5aVsGWQ67H8?LDU1K5pI&f=4gFO0`
z1y4+v<dp&XFqvW&9ygj=GW{w9l+DlfLs2HO5eo0;BJik%5NIzL1fp{>UWmnfC(VT;
z5yuaR#`;`R;aoJ546e{zrq1;^O~NY^N5S}T894%x3r6<1D3XO{U*H}{iDs?i&RjDE
zv3=}}K;6F^a5&cw{M0?c(VB3zA)D65WW#0WQj%Aij&95<GDw0BSY66j&9Dg)R4d)+
znKHCZ?f0x?da#d3m!97d>t;L|-PYtG)tG@8g5OdKZd?1<%{ox5Gr`H_jKkpa=3MXt
zU9Lzu<b1vM;_5B?QfPJ8W3i!A3Y;^90?qH{>_?8l^9X9&PcXD)^so3*2o~_aQ8VDZ
zzTd#T5!w}Bc^!*CgT_E%({sSXkL?{H-{mpaZ7J~zWkln99NZ$E$R>>`fUZXTtAou0
z7$-d;*d+^2duiJsp><%+n}qp-?F;E^DCFJt{esF}LV{T6PtE=Hf6tvODT%&5A$}$S
z$&RvSWBlWy^P4d<DmN^DGrOW67%mhDmlk3P69<8kwvD6{t`KXL+Te7hYM2i&>vasC
z;o3Zq*WLBjpVzMx1xo{ABM=><sCo-w&pS8S<Vml1Pgz@C7;bM0ZuQ)Ls(RHtP-bY&
zC8IzBOecWRK;@zpx6w^gjb}ByZ5wqLJ-KGX@|0D<399;jVg={-RnpIWO?99zOgqL0
zE<3Bkz^Y`u_O{y~@KE8+rlY@u4T+@H_Ax1x(qqV>#)|5Ksy~-2P}l>7EdFO>uej=L
z5u9gv*pMk1*^L8<hkj|JIgb(Y?Fb%X>xE~iw481<O21KL5Z?5fKIPn!d?}pm*1Xlo
zV1o+&rJJ_FrbT)0fWG`aSw<`H&*P1n5+?`|@RA@#ukiWVLrHWlti+APZ#G*9b%jqq
zmH1X7rxMWb5{Ad#XTUxZVal7XCLg+3f25ZqM&TRlA*vxwHi!@Fz=9WPJG%$a)+)|1
zBQ#4F3Pt;nAjr9xDAHe)>`tLVJ-iU<7vR`L<{dUMnvhcs6$kkhk%|hms2gX!GC!tQ
zq&nnzv^vL+kZI2)he}7L!9Yx793p09M?oMx7ExApK%Q>Fj1(Snv<yh^VSB}^LQ3T#
zq0Z^5l)mJE|NN){Z5m4`Q+oqFe@yFyqkE8xOhSEx%XoUDu*bYchfggZGF&OZ>o53$
z0hYuCtIlhb$2C>mfy(vFZQ&26?Tky7h#KVI4OrRG`rJGS+WzwUD{rXKrB;>AJRGXx
z9s<mwO%QCrUaD(L!%ztlH8K<vTBD2ljRI{WMtCVM9lE=z{tdSM8Pdn2hvOeRq$K$j
z*`%02N~A&$nrJ_fGp)_Ik9J{8qQep0g|9e~>@pE<<KLWqyV(~2&#*U9V#kDVnn^8L
z1>2Bhmn2vv{<>f|^`qt;BToGb==NB;OZ`S`X5;Ye*`ESk3s$^JuR^Mih?yXuiDT-U
zYt!BbBQMT4=;-G3>28r#+}TE(l4!@9HopY!hVRTL+6W}Bj8!O#<NDV5sOh3WT)gGp
zoC)<8SgO8j%%oY1Qt}ur2gOBFG6ixg#7iQnpb|cthYAl0Q%J)Lim_V3t)%js5{KoR
z3k+<}2(ttg0#XDXnoX=oeX=dD{s@W^bBlRQ`LD}@tH+?NvM_gFZPy;_E1SQb`*o9m
zG(xQjxBOj9)VaHAnmD=(o4hB@Ee8sp8c8sxgI6Jq>o*(bkawfJJXqZ5Jzn#zL{lJ%
z7_G-r<LMw0<DtMLIrFI2laST|$2ia)+La&<89Y8*U4u(f&{9b9{1iE>&GXIOcZ8<%
zPXIirAi)C4W$qIH^!nw|+FrUq6?abiw8_W|sk*3%bZfx13AX+33m&@YH42YbSpzb0
zQ-eT8!Gr`6(8#1Fn|bR}dqtIPeWpl_zKvk+Giv2lc0MqBK`d%vvQhmQ1Hb{s--(;5
z&3&HK(y*;jt1P{c8KYoId!Y@=n@C^C+e&RvKj)1@xiR>?%-W1Avzx?x%Z)C61ewc6
zaYRJY4oMQPAyeOo*)s{7l3yOsAQur4A}#{gv?CCOgZ>1LdIKZ4_@)ZFig6A<d#V(@
zbXtr?(sa^{R!;8Bg7e<Ep@CMs-#)@@1l{~Lc^LCKnNGGPX$0a{=@t$WKb+Ecx6Md~
zd{J7?h;<;0*7<a78iR0g8L(rs?T2GV;^ShI7%Nh#nU^<9?j6Ag&=+dnxuY<9^3ZFr
ze$cUe%~HrcTV<Y8f40d_9%MFypl{bRY2PX_v>@_I6YG&7kS3A6g&!%Bk1L;6s#`o?
z5k*b+`ANtbDy}zCYysZ2G2hm2JfVI_bMbyi!5hv}X*z|>#)P;bF26iMS&GgL)s$j{
zqTuE?&pdf9J(uRMnma1-sPy8jX;l}Et#3cTgJ(GlK@zb33vQu0i6sbFj}IM8Ls~_>
zKwzk^&D9cxY)}3g%&(EUsZ9QSS-ZexZ{zRn>B$Dv{84-Vn~yoQmM{krey?LX9KnLr
z8c)ToE(pHNi^-5Uo*|<6vqdz?`?N-1szh<Esjt#~AVHC7?3V?9mTTDX1d5Be$5Hjr
zdJ)6w$FwPjcEJ;Nk!hexPE3c~6+A;+S`_8={rRVA3ciRKCUFZ*9+IEk?=TZ*3WBso
zcGKqPFjWdC1X%rL*6<ayuxu-Ah#0|5w_{cvXxKQ><!>IuIh8#8)fZ*fO&_`i{e%XT
zuAgMWFJmpymND?%-f!nu=(Fn6(spP^l>6hCKt?BvbQvu(Qe!3`{Fx7fMp00SlVICi
zeKG~wV~&wzSj0GhSt(9mC*wKAw9wc+Hj*`NF4L4xRx8NAP2}{Kedv>3!0agZ9(+7T
z?TegXZ@cElu&<Y;UOOAxq@^|APk^^EpGeWD4{z~Rd8W>;&d$zXBhY}d&dyJBp(^|C
zrmy$og7&N9+v_F0%HD3LD2?w}C+mjt6Y&qDhr<&l;Kc{LeB8NqX(5kn6<~Y@yfnh!
zEWFk7a%^L<?1Tn(=<eDzU`8MAdTadB+v6Tv_svCcS^^LDT%8quC)VZ0^Nxhmhf|W{
zPzP)J_x2(iwxzmwGI=W7YmY5Z;#yqwU@1F)%g8<UV4v$P^1Ia1=U2}4y!_W8V@byu
zpWW@oNs1biFV?G%7v;#23;v`Y5h;h!4bCg)u^{VpZB|dJ<Z-scH(Ugw{$=eXB#Q?|
zjzLfc%{X_*oclBIVlNIO+~z8UWO%Nc06!&3`D+zN3WrtU>qgx(5qb7#y3AgT)*aJ$
zJ5TC*8!Q_bWIZ{QJ`rxn;p6eNl%5YwRvD+!m)Xp=t&h|7#{R_Z-2QdzgREft=ZW7R
zx&qwP&gB0h;J@B~VdH<n;(xWwtnBQ7|2xL=pG?W}zk<pdO<m{hR#e;X_P!wdM01iT
zAgBO`JQ{V$6s<_Ai5cOPOegmaq$^z~Str_xK0fsR5y+Ninl{`y5lk9SNB%iZAbwI!
zsU(@-p}y#u>!oXDq3Nv8rgakXwWcF!t$wLWCefs;mFZpqq(N1wCy{a@Q&Fd$OxzsX
z)+;MzR$<O%+oz9@J?5;36f~r~KD}8uKdP>i9!)h%I*zfE#;Ru`M9VbkuxRuvCykb!
z(l!2EJ@Q|mJB`tSoQ)p}`2osViVR5fN1hn~?(oFM_1|kA%uZca?jKshrlb64e>u9{
zf&8XEQvb}{JWTCh*<w*RyKD*nuan?N;bIw&^u3nsSOB*<<w-~Mo$rplY(Pwj4784K
zm!9!5Q925G`bsxlEVP)?M0ccZPAu`HWEQ!2NQq8He%X$vzniOJnrE7n{beD-YD5Yp
zAr0Hp?blG(+i9#$abv_T2TRp{64LC~O6xV+Y7&K#-u(LFN+hcY(|9So=O#imUgY*y
zKUhj~qz7adoGlg+2Y*+)(-hTFhy3|#ZSxh&Op5>4AJ#ks3dw^<AAMK!yLnFsF6D+N
z1<b7k1hhB1UANV^5ViZ4L5jk#f!7&e5yPY6ih^B!&!<fu8BZw#gWfD{bfWK4h2wHY
zm#c5HYxGX=oZQyW^`lzF5Ozq<$?9YjEz3?*1Cb+u-;UZ0CmW!Qvg|!tH}xpZ)BDg1
z-Yh5bVO69=WIW*@|JTzF7hIYlWrN~enWY$8XS|HjghUm^$lzYj&aZQo|GpW4;SDb7
zv=!VUO^Ck}ERh{U8PN#KIB%lzxPoYq6r`q#NTcqfQ0wyKNIGvM02Ff;$fy9jkSWBd
ze#(lqpL$dd_(uVKsT0e9PDUevW#Xcoh5f@F2eS4L)gBHHftE<_mzf@&y`HgB3o9^d
z{VLNTu4Xl2^;q0C&hwU)V*1s0K3=yXND(pEZ&GxUOs9l}!$YfWPyD<M%bV@v_uD$@
z0#0pJxK|)uEMDH)OrxD$jk3_ib>Do&m~R<gZ$k60_~a<J>`41%rB&aso3i|%xJYD~
z^Jn>+z*weXn_>;)N~?H&f{|W7(7@OIa@-vJ%gwA9RE{W!xvcEeg>c2$hy#g(M!96y
zU^wX$e7aeNQeM?`$><C)#|ScrLn@3FWEqe<lL7O-hSm3<2#1aYJG8khRrOZ_IJBYK
zC4Th!!e@SU<p;b(ne33>k^)Wy##^fDP}uTgpI|n1V3ki@UJVN1$2nfi>kliCK!A$1
zEehd+g6p?C+T0>dM3i(77y&>p3BwZQ8tJix79D>|TRVqn_U$eNLmwCnrVisrg4TS9
zuNP{~-8EiEti=5}+O2IosbduF?fJ|ra=|L)g|q(yfcSM|y@oe0O~s(FBY>rrAtvS2
zrrS}@aH5DokTOja?iZJ`QUww2ciljzozHbA6f~Fh{aOP_-R~qRV2JV{(4y<B&F+>X
zIEu0u-?VBQ&M`~n60m{JJQbCILLX)sA;E2r393OYHRa2@&53OI#aM@gF$TVok`2(s
zP#m~#U%}{L>xUrHnw<CeRQnj4>25)M)G##cZMl4`2%-#j+3V&Lse^ui7Mz+t(nLHN
zPx6-v@(*4@kn!qr&c-_rs!tzDMpW==t(N{%;?xstsHGJyFaq9Bn@xJzL-fS?D{rce
zNv0Aq+Eyq8Dlj_M++b;Y(%cP$99tV{@dqF1E%CQd(PN%#z#K`Zww^s&1tI@FfPZ0w
za4=t@$z}?#5Tcj_{#>UH!P-M`do#eSLrvn@(ozG~n(*Y9^N#Sq%^m^_MQnB@6|COf
z8@u#TwwUrUbtd&RTA|UbEmIx$lp$z@5-;;Mw31&$g;t0>Ty7lH2jFgdCq+F3Bo4f^
zP7?*33X(4N&B%4~f&Ss^t~+0mJrUH-*il)zpXdFPTBLuDh_uc8S1;xdTt7ySU3~Vw
zIoOA??o}jq7$;X|ZRcu>__AyAN{*d^aDsg`+gb|=v4-y!ajpo(SIsD{ZAj6&bZ48c
z|LAbUJfIcTFjhddH!|`LG^f%$ia+(e&?>DK*B~qvKM21P$puy}L&_7ZVXDM+CGS&b
z+qFsKE{$z#%pSSOej6~K_=7($OjJn3oQ~t4o8lkYgRB_v>M8UR3d<^=@0M#@_mD!P
zg|PKw0k+9V%-2|3{kd;;Uh!Tu<)iW(LD!@(A^U!AqIV8Hho~qGuiLR>gq9DD8zI=u
z;o&P#&#u1|-i;@y1uo_Mb6M2**0ysA=81)O0%bh$V!*RTvI>kvs~VkKgjvbDlzct-
zIdIrB3pYs|fP>040mzPtCqmSveoU!-F_XXGiZA>**=`W25oDgjb#3aCv@DcUNbMk4
zJ2C5}d3YfL!ynE-Blr<AS+Hw;*~A4n(*~}b%N63mIqHiMpX(Tf5)&*sO+w28M6fjG
zhSWqh-Hc5*X6pGKqTMt(FV7Crs27it#BE;?BLl->1YltIo$y8r>aunz2P9&+%+`aK
z5ujlb+hJxJ;0fZYUM7>R+Q+i*kWcIc&Xs}1L4~|<Y~8O&?MOh%*=vNoxEP-h&H4$g
zTbR942N4?Ep>1*nl><nku5iX+`*|>(N$w1+RtX9Ky}saD62Q1`N*09R3NfC4Y00RH
z{MbHry2r4iXl5pqZ<w)S=UqG#S{c*CYFY#+75cm1&3*MeG4}1&41h&E>Z@8)@ihI@
z2o7i*Ehw4d<-A(B^+YL_2Lv=(frSX*s<pLh%HRtRx`4Gx7S`o)Xg>}dZ%6`Q2js}C
zm+ukJ&of`y-Dv2rS=3w*I)`!gS*C!B()m~f&>a$DRc1|3Dsgf;ZmJ`IekJx(@a|ml
zTH&XRP<ccP{OPkNADXB}C69@(c`RvbFJJ~4T!}5OWAf<zs&gn}<X-!h_^Xp+$PlWh
zBW@gH!<poP&P2l4WuK{)hbGu%Wa%8O{45{#8CQqt)nHB-Qlhz!@hKcRJY@28pLuYJ
z2&FiEvm(eA^T~+Tu<jV+`LV8Z1h52eijlkE_&Y{an`~=WR5?VeU&|g^t=+eF33<I=
zIZ)|j@+h&V!Mz<f%F#gS=M^<0rVLT<!F^kkvKv3!<G1w2##r5*c(|;lsfU9Zb^WF)
z{4)L`7&T6gzWKaxi5ABlABK-s(4%^MM{CPwzmS7P(Bus4IJ&s3Lc-d28CKqWT2<Mn
zP>Z-%hHu^&evQgEiwK^G9`Y{)Edx^~APiRgeD?Vlno<F$mmG_3ODL7ji)#iR$s_uT
zC<z>bG0zDZ0l5IDUPwq-b{gwtY;SEC<VZ4I!hl=M`iyVQ60$|sac=3_BNx|MlRyt&
zo(nr8D9=vz$vxPZKkA<6bgF~sGdv+Kq|PvfF6P6CVCYT3>}A4(IRqWVbZNc;)$j(n
z>Rb2{TfBu5D&!en4lq$DE|hpj%M6<^b`C9x|K!Bf);*>q7JO}P&SWMWR*(RP76rlD
zsdeo-*2VSzs?c#sd!9~(I|cIE32j~Y`-4=GwI%(BYW;6H`d_k@iH()ve`G7`f67+Y
z|CMa*(b<aI;y}`!HuewAM{DYD9?bUGXd_9s!OD<k+ld|ldHU0us=?g4op@~G-Rl>P
zVsEDnR|JR!x(L%kgRhcP&HW?cuTua*pYUVuPuHf7U&lu$F=0YDlWGmoXFxa=G!ZHw
zbeZq46`fsW&dyICW~Z;u`}qc<&+A?E>;3Rb`qlpK_>f+u&K~VQ*p%UoP-;5xQe+W0
zU9?ZH|3+a`(1|~Fb2zfI(&P?yUnoQvitc__H|n_$o>ooq9z?BJKC<(A`MKrA$<p;|
z@7|{mj4(<O{&}mWzIV5KWsQLzBxO|B^K~&()BACGyNnZ2T)zK)CQwY(ulGQb#cv%O
zy$?brK)bou>;J&9{B7@_9VU~BlFq<QJ8%t|;J;yicQu=V+pgUB7_)KrT+*nZM0l3l
ziT`n7$tcy3H=AQAo0vmg33#l@6HQ?IWQW42b$D;7KLv{+0msnyzV%#FjW>_E8zf+7
z0<1BZGO`3glRr<n%mHEv9hlV_Sz;1Dm<-Q=vWdbFq`C;%8QW>3n1|A@Dy!0jcS;<H
znK=MvCJvMZMM>$VAk0jl#vhx38xj-99*m%?DD)i0`q|#6_aIEYM#PM6H<b&bY@ryL
z3!X+`9w5m`qzuH&Omi^-G3iW!Sj-NxibW#&HAklk!3RN7;;|@7CZncQ6NC(dn1bfj
zcbbWqSrsH%b--9@9Hhq6Ky0EgRO6&9oQU8Oe7qz0RfSAmX=o(p8+}@)5(QG5(*5~`
zTej6+>cdrUYuULS*{C7VZvk`ADpNe_vaBML9*r7lQpFKz)AKAV=YiM^14MzA|CYcQ
ztKbODSY^pL*{EJaiaOT2^LN>$%T2pY7(|x|l<h=nG(Z|wiYbsLGceN%Tvj_IrXZ!6
z1#}HXlVLC&p&bg<=y;NR3RTmqRwdh<-hC_FOqo1^l-WQSZO7GP7}hyUX_yI=*<>L%
z3sQ_idVdmD16hX>^$Z=Mhjbk|e)EP^fk<%k7^0N35M7<f1PsYdh&%-w)1k=#V{F_+
zs3jBBItpbI^8Lh)(n2wA@kVx~F1D7kW!I%~n9g1j4&K4?gfEsi(|o_P!~&oal|)ic
z&djt%D?08V)y4w3hT_}aDIs^D#h8V;3+t-hv2scO?+7@O)q&JP<Rqo$XdFGwOvKDG
z21H|I?o<A)bPa|1c^zGXCWiYqzUqP!lbD%hNeUUwnAjnH5PEnVcBXkTfHEkof+u;3
zhuI7$+X#X<-J?fU>9YOz>ih2Hak~p?E@pb3hZ%$oqtk?v^56VqrjVFI=tKgAv;8ch
zFu#iQz9-s-Ahdz$ds~l+Q`ND@_)FoW+wquH2k<2fy3>$?5Y?pZc^^;c`3$b$DQ8oN
zTFTn}B)x(MT0;Fw$x7I()=e@;Qf93>5gr{f1}P1q3BWY-2q^JinZ1)prhk`E5g`p-
zp<E_0C=PdftJX67q2&i%<KJbfVnbw8V~UzHah;2vp3i}cEI^!8o}7U-K%O>GN`j$K
zAu}Nqt9YrcRihjpkDb23iYPD);gmnObQWfY7Oup=I)g4Tg{!61gF+a4f1x}w6^z*N
ze{s}rn@W*N!p<p#P)UN)g{~wv?cil+NoGC|JfIkW#+Et-%07fxyW4$qE*b{M4_&#L
zUs+)b#mp>xw?e8n)T?ynX6IpM5_ay929qrhL1%P!kVOoRd<5}IQPeaTi!S|67>u4C
zk9l40zMm&iJxfF3p=JVoDj5bfrrdOftEN;^cwN!PIZFWHx=-R%yG|eKm8K%iT<8dW
zg2FozA*l{J5j&-p6bPe~m&9NWkaY|$h$ewW1|w$2YkTXG1u!xRKc$iw3`G<<GtDvo
zJFmTTk$DDgVa>T1%>L4hz+uux2-QLJ*fGEIHZxE}1Hk9}%PdQ>LXuwF@u=-1v=O62
zwLUsoJsC68H&(g>Dlsy&z4mE;);_H2e#ci2P3VG+MvjN!=idY+Hz#4%4R8t^!;uKd
zl={m=>@2?(`~fOep(iHDB^1e!By<ZK%KEI>?~OUxJ{bcMGaWl?Yp@s!8dIU32><{?
zkzghYC^i~JZMvV;6#+73j@=l8B?KLTwfWeN_+Iw2x5}%`3%NZFvv6Z;QUn(92&p3E
zC7E-+^!(wMf3ge3t4q2ZQEWTz*Il)1Gu8@>3~^b)1!Pt=r&FHWD%l%p^ojtxNYfy6
zGKJR6xj@#_ceIEs86<Vj>WXKD^bSNaP~tP{B7|iFutF9{mYJwD43L|IqI$*-nLx=h
z2^&RV(2&-Ej}73GUB_U8Tqn7Jn)=wyLQqKnSDdbel(pev=|WZ{9IAkMd^^&e`{;JG
zXJ-mh-Z-4t*g0QSzKiQ}<OigIkND*%L;8oe0E5v&ET<xu1s3U8$a_N_-gWJ;2fuS<
z6zlZwQ5=b6A8R=)7KP~pMrLM~aq~|HXHH*wS$Fm@cy&;PsPK#vz!8I*Mh+s6%i!A8
zDk&&aMyz`@Lt^puy@kU)cjBK0r}OPL?0*=RkUn^sIGd4IB;P7>MFNMuAk9%x?b&W}
zRe=C7wc0{mTkDwTpc^R>%tt-^3;+Zy!@KAK%pisOc6<X>_t+QH$esnhSZ6Xsn5$Io
zcI4Q#SkVWEJ)2(z`s}-y@zrp^;KDcL7(+Wg?!wYE7``SQ7y0v7`WE(+qw0Lo!8F9Q
z(C>TJ017xzcymG1{jlEdSh$&{En7SUIg7w#_A8_>v=3UYwSV7LPHGVOl~qS8S}aHt
zz5tEN4!~$3qdJB7?AiqXS#RONQs%Dop=dBgyu|~fTh{&vKKyT$SQboa!soL)HnuV;
zuLLs@94~Ks30~Rm2HdP-6p|NpUA9`o1%4bq%ok2&sqH4bnNX#|Gs%%e#=N95+?7>*
zA$l%NbSyY#9)vNbc$E;6{d(7nMTPZf!^R$>=Wijm<K?w-)8mAaBzzrKE<Mp1eb=|u
zGwd=ip1g@QF<NBVdlHI7D9^m=RA;9>+l;~aXviyW+?kU^8}}Tzgqh)RrL$+c1V6kp
zbd-n4%`e>*q<?+-1-K~<Zc1(ma`e9DlHehI@X(f(^-g7U)nk@BCtbH;!~qZy3G8)I
z(F%fJ{XwV@R=|CI(ZhX!?FttZVHsZ>Pg$ZVNQHzA<`}*KIdrc>1sVr1nKIMqu-jQt
z4eSbB-qL0gvC6%rwzk71Lk15gA#vyz;`VSt{=OL`rPVZ)*~@Tt(Vnd}cOgYRUsr&^
zgL=5ijxVUmWfr4tVDnpi1I;3f1IMf-^f<YppGkAmEi|tDM+*$*IQ~z8nLV$(yk#Io
z&elCG(dK;~_rOacq4y^(<vw>w+)+dbazMjV1<xb}gQ`nPjx3)6*jVpf5q)}K^zq**
z(_=?Oegy7b6v0@495<b4(77=m4c=F&E~^}>2x^<=%~&JgP#ns>!DCWU^{)$wROKzB
ziVWlv^D&41fx@|V_Nzx8e9;hMIg$U3^9>Dls1;))IHCo4ZmBa)S_1-<V?StdWt*R=
z;d$={UrcxLz6RF0)1jXBr-RC8_aClteL7MBNfAiX8I<~aQy%*Kz9!=61W3P*cgruo
zyfRV5W=NRB#tZp41DlAUA~`j6gj&KSR6!nYx}QpLLHw9O_!>ZW8W$UxQx;ShMlLO&
zf<!I(Yr~dL6LVBJwpv|ueDe12Dq!WUamTSfuTnbo^$EVr2I4R+jHCN=ZcDu_l*^QT
z9)n}MU1x2IKPOSeKrZX)U&%=*{`qy8gLIwY9H31A9|VfT81Yotkc5&$30LDykRPvH
zT~h=Z^#Rt!u6l-IFrJBTbwxw?WuD$OLq@^|5y@WepD$Y^0f>#ox8Ab}yGo>AOK1h;
zh7<V#K3t^?jkOX%18=m+$$~4beJrE@uCL&~$(l<OiU?wo)FYEi{k^|<t(mb_Y(jN%
zLJ?NP+CMZgMvZJ!{Z?qJ+BFL3Ka=kf8c}3-V#t}${NV69ag8%@gyUS`fE#<V4pW>=
zbBN?I)jr;FW7puG4>)Lkz4}Z{R%l3($3`UA1R=M?@azgETW|vLlJY69S)0G~X&n+Q
ze5>fHf{}(o0vz8&r}J-Mp-;d=b%J;p>sj(!I&BF!>z|L>pus%TE`OLUTkOkVHm{tS
zX>j*AkhmLZzQ?osXMI}8>^VNs$Iu0<_1bSILBOCsywCA(UZP((S#UK|`&5xfq926O
zAml581F*vK(_aZgg`8<IT}y*FE@~R1*YPv338O*4L$%OAz+(_VMod8!m^OnF&)#Zw
zIAw+@oM_HZhc>0x3N#8b*WuZ`b%ezOrM3#29B)ok*J8<l@FwmX+9QX@_4U+^mnq7d
z9y1Q)8|}6!_SRgj7euRc^1IA1M)?D{&L|khU5!3`tiZ08C*^L+`U_(Idf#0k(h7zL
z&Fw}TFC2FHq5v++sm6SuqxxV~FMbxB7(dctlE=5RL=34x#q^-td*AQ5b+g<$Hnx5;
zDm@%UiaJ))XRxY&-uP=q%Xa?*)BYR3{=2%s!oc)Dn8wENABi<K#{W%Ztwu*PetSF-
z;+XwA%5Mql{EsI|-59244B~22tGU-2d=hYj=7wsHVInEs;`3K5>+74H$v?Ge!dSHo
z5#xywFf&OUN8ig)F7NJ`vORLi|K;!P^?mVD)+NH<^lL5ezQ@=7GZb$LF8_zCHn}Uj
zZ0!_sLYMH*Wo>zMxzrt=T-|Sx_X?XdJKWP9zMmg$BSl>jK+k7=C?Dd5MzV+{Fny-!
zgyLn0De8!6C>+1<vnAEMMQW+4@6<I#)iucfyFy#7X$1RwjHB`zuE}O+R}(eWRqIec
zZ&dP5S;X?>6?4wX3hgPqI?l?=ckd!J>q1k%D2A$?{YMsVYI)*a@0Th*YVo@=^C1XT
z_dfdi1$U8U@{*|Q;gsl1lwYoiBGS2mvm-+K({Agz$CtfsyKAaE??wa~Ci>bg-6Rpg
zEY;PbLyPHP`LRSh&SS9Ig<NM8v5gj{?Iu}G4V4tr@+I1jHco00A&(=nGRF>G>uwn%
zx%^MJgO(?ocfjb;V3hUdt+$4J0dx^WqL}FE@_jU0GzD$O?6bDw03L64aB#J>`?%v~
z5i6iE$(fmzyhFklLeXJi!V-(TIRuP`!x<9q)rGO^<IL_l)BczM&pqpbl7Q(smPpDX
zQGKcVyv$W4v2_^}UfG!s>)YH^#a!r$pT4&C_jPXXw>Taz7_qBlKKvQKu^i!6E;1qs
zs+wc5OkUtX4$hxn>N~jkFkCBd?gPXU>7>Kk$|TIbtYbVk?#9;mz>YiLbgL)Hdz)!4
zH%XZ7bp#L8ClvPxLxaQTP0~-ROA_k~2y@YGs-eM1{+#Z~gNc2*C@D{`UrMM72m1v!
zA#CHpyiskS2DQ6A;xUH0fl;qOuZ5b*W8>zeYG9lKvbeD-$AsBsNHCgC&BFlIG6m*x
zS|D`RU?J8RiJZ%5r1jI8Js**JJ@f$(=>RqVT(xYM7zL$5!&XTlfg0jnPtmhQD;2d!
z6^ZMAwVU4-Z_>{P@|azsXg!OInoAlB_WjB;;l`7@HUiZdQKYhsGWqu}vqusmDKNdc
zn{?=oSz>b-ZVqUHgWDekfw7k#M_jJq5)#Vc8tJ)5Kol=s#(M4ph{y(L>rp)mE`;<8
zx_N1G$kuE?ZGakv(b4h+TXP-2TvJUK3eh1bkChCK40G+b8%T?7srPec!vV8vC&MB0
zsKu9g&S_O41(-zn*pJ=jWp=xHJm+iEjO|QqSK6&Cws^U4kS}XZyg6Cry><zs&*;!(
zX9n%#qFXJnU@_$|5ZQz%17rb;Nn<70p{W)a{tD)b=IzZRyn53i3}>)!OODSr_`Iq$
zSvcB2XK@CE(IaUFwop3SM;)Y^)N&yH%^?M1z_29e9A<#4t3z3$5O%ZhZnH=TDC;oc
zg$V*21E!6Ka7mi-S<XQA2pS+vax1k1G;3W$P_hE-3q)E&S~7f!r;u#m$%%`!w^mo?
zvnSd*R`}U01$*l$Gwd$rfI9s8>SR}Tizu9}u&`|BgGFv#%h~a{wD~qC@h+7VN4S#p
zxPoT^HndC7#_)R;q?W@J&qzWrC;-*j8vY4WT@_1B%WGmzfL8{5(<IyvDARn+S9E8k
zy>%d|%`6~5$muKu?P%Lvh3Uuq6aCL<Z-St6xgppJKeODfy9s(lXlh3;P#^|0E5)UO
z>&XadbAHqdC3pvO%`h3dX92)Sr$6I%29lmhP&{-6us>fy5Rza@%<Pc!?1yQdB}h^Q
z@F@gvvMm$f%)Uv^f$x-^Nq+wdv$xqN0GL@6F_)ONT!`po*4CC5d0vr7m6oa~h0wds
zN%Bb^CF(^sr;i2DtME>2bfYxO5W^p+90W({;GO2LjpJu=%4RcLO2peU%6EGASZ@}X
z@J2xfyZKzO&V+z|BvsT|t?1+!bSUe^w<pefG3uPiuzJXg{b+>Pb^C}aJr)5MKnHAL
zZ`)0H^ZtUMCg&F$eZFnnx!#^k&%lf(kPLM)(bz}aUo~-&vwyfvf#)!+F}tzm;wziu
zZZ<&k{OcRq3chZri?^f^RnIGpKh>Q1q=Dd!!J@V~KOKy!rUIgyVAnj=PEIr?ABbVo
zTrZj*j<^^m;Rb5gt92Jf);FgQpEtGP#wGit`_}v}W=Hn|fFD0SsaQNz9FE_C2!k@D
zXp!ijImlmOdEW26L*BArsS`4Pz3>t<1wkflURY+?0-BP6^oH!nkCLJ)(B!7>s-H+V
zOyLxm+#Q{s&mGqzPj8}Yt4GG||CZC$8N8_v+~d&(a;ml2OyDg-&8dIhqJJhFMzO$w
zS>z?D`!W0|SvFdch7>MNxr8l@fPA=8lc&;P06t>+ADd8={@5hDrhges8(IHR!TqC0
zX|R!{UgNh$fRsu~U4BE%au;&GpI^Mq&vru(b%Kd|XUT*J4+4m`o$YTx1I{5TD?W;N
z;cO>QTrJHP?<Oa%iAS=A!|dy6fJSAkIwq2QX)-yXe8WhfR+DsjDT;wZkOF#D%8P9!
zJVqOK1MVa+yitK-j#E768R7~HrB7?GCy8v3%O%nLoQA5fsQ}l2*k*dz-rKZOL@sMV
zs`--v6hjl6x|Jiq`wc=ey;BrSCAP%4>z&iUDYFRCRlI3bP|hyORtE&gaAKojm*(Je
z2X#<Hs16iu#y&Nk9f-bxz;oHkSyQ1$okXzcVN9em#}uSch7GCu-d#b}2n&c9bLK?o
z9yWlZOoftg!e0J+p}P<gs_E>W8(~7p9?olW-)eIxj+w{8pvST09AQh#a`eTSP|~U~
zPDSX&)xy)cw;1F=b>jW1QZ2Ejk<n9)lldp0C}OESkGMH8s+~m|8}qpfg@JGo;ZUz|
zvxR3XWNGVMYKJdlsX95TB4S6=k+}>yEmt#4A-p~8l7a*LCw~E^Pb4B0-_&0W0E~Ae
z3>9oX^yTy;4TGbH`*7y!U#|+D#-*cxS<}G(m2v7G1v4;Pnb{(J2oM1h9|tO+Jwo$p
z0Ly7=j{ZJJq5v-+9JmMFZKug)SIpgSbZxD2DtH4=Fzj!qs=A6U3H&JWvl9akr*ZB4
z6bJ<Y68QrM(ak_{+zlOu!*!;L+jBLGD*nY0;cdJ;=UI6R%eCh~omZk+(DXK$@$~tU
zMAT!0qPM(Kn-Uk?=qNDFfmz)2Nw57`FexA@8v5?Ji`W%QuhcNID64<J7q6Z1PSmF1
z)}nRu6dKT~hoh;95G%aiKj5<xYDFs?5woHe#wnOqi78Jkrk2<qCEAYm9dqAII;D<8
z?pOU_`5rV6ve|i!<aw~k9-OmZgDYR=dXDCsfWr`F<+QA3N-;)d?>aMV78JENsH=07
z`~uGiR(Ti|ZtlIo=B+Ie=o8}e7;au|WKtP=X>;Lg%7V)*`)h2CP@TR{nl!3FMQi$b
z?f(nNOp>h?oj@jC1iFgL7f%?q0R)p4DWVjb78eI6>%<-TU5^Fp^+gP%&;`RTaprvH
zBLY%Yqc!hM7-iQ!%tH^f;-L`~&CM#68}ej2DN<U(wcIENnC=<_96FM;vYSb_EroLE
zQko%n3UqTdsVax1Muxqqq!wr|>N?Oii){QGSOZhepd6Czgy0RCfu!(wUvrUaTlb+v
zC@3#p&l&H%M^OpnTtG=s#FnGnz^}tS@25tf%bDnxHnl7Tr4kncYghTqv;`w6?>x;l
z%jx{?b&^i<XzJzz?Zs&5%d^%xC&0{(;>1e>n~a|TKN`B{$mQTQ2UXz%HEJwD@YGou
zrm2aI99?ur(C0CaexSCf@thbOV8m5y4h|fgtaIggm#?V7`*zf@jM!4Zp?5Or&>@)W
zwMXy8ozN6fSvlWch;htbV>sZZq^&$vCFg+Kg6V;t6_Yr1d!LS_&OE+`5bb2DoV#aY
zz9VF&_2^no(%<HwqQY#`?wS3Sbj{K4{F#8*^eksvOo~;u9$<@sU=!=?I#m*n%+VI=
zjio!=wt*_sU-*qwZ0&{}h!u<yVP9id6kVc&lP5^x$1KZ?KW&wPh!r0BNei2)zlM_&
zniW*LdJ*48T!tC7MN~Thm1pC>EiCdyFM?{Up82}5ot9FOuOxFv&HI6xFa#=0EMn==
zQ?H!D+m4NjoY9^=$Wy3!SK18I9ZPKSxlN=IT@P$M)a4K3UIO(JNYl*wkkt*AxD2JD
zdL0TQot??ojs^mTQn*CnvsMj4o(pi^I$j+upp{SD>`kFROjMTssR;38u^Z4(3X+|<
zdBCfaD4rQ4t8_haPkLD$LoBDHLkSGRysi;V(jiI)F>#OF0yMjIon&tYh)Jo~nuv>T
zVJgmH?`{H)H1YHoZ@;`QeSa`806^ZrO_%j3@PGntKOnze;zvpq@@dJJqot26`z?tu
zbl>0&lM%@A-E?5}K61FLQ>N?^Pn+wQka3lrpeu|=w$z*pfD~WC8($<Ml4ixiZNWz~
z-2jxT-d@%c@KubamE*0~@vUFiudidgcf+E)T};N>)$K&>&8^XAnqaq<x#4SzeZ|`N
z<+)(_X9cfZ(RSCxNK!6yN0gi7mus{0mlj}i5n&9~qwoP{fHT1UI|nY%Cwt<-D~)j@
zQcIU@@+#{pe`Wa4mVU4*^1UF_-U?FP%BZ`NEpKf%rnGVss^(sH@9rl`4<Is}sm2a&
zR6`%g)WfAP7-Uf{ywyBq^-i$PSJe!pu?6V%)2jE6dO$6ZFA0}v#`8n<bf_gmR7aUA
zg`X?++xH$jv%52E@DMX0$bM^`J9@nosLxx)YcncgW(Br%z6xp)0!_A5kKcNReCJ@z
z#Y<9h9xVn}wrB#XAPa8Fe(HvjD}@5u;6q*7jVnuzd<C++266i<o9#u@?O--E1Or+5
zedx+wKByB-9&VCt1+2f0gHGK4v<Xo;gH8lADMM7C<kLzy@+n$kojJ#=gzJVL?WpIQ
zFQJH6tzljm)spU|ES7g)K_;J5K|h<ss8MF?e|l_UA>f$`L1G#KaV?SuB2>I}!0+!6
zE$YkWj+NsNJ^KdRze8@kt~oMg<`#e%eg(W$zKeu++4~-?z&{WsFG9^`8LQY}qR7Z&
z#w*<~R&U5+xT@ainze7@=fDNievk(a4Q#2d^!ZcMr8{Z#Ud)^QIpd+jDPQT^KE_`k
zXr_*AY7D@C+4@)n$LC}Xzs%nw&`<#rFLR`KTqjfhW|{N*VbZ8!)LN1gxZAX2(+v+n
z=20(|49*N@*StvAH;y_e>=>Jk5L+>gD0WH4;#6~X$A#`L_e4U(tVC;i&+o(jP+G8H
z67!Fs1()|BXOF%Gh;~h<JC+MhejA8AqA)sbWuHdK-CTpzstnqN16P?nL!T)Vsc6iK
zrRKLDLemHsy)|Ne8pfl2zG%|pRe)kJ)!C7ShSfi-+y|-rIn?LimEF8Z^KQ<_0(8)6
zGkqW0Rjc+@VbseTW0V;KRM`+N#)`yGn>vWx+_ucOTZ_k;t4{ZsvFNZz@-5(~l^;^q
zfkGEImE*DXAhm?W+uC6swAFQcT%PA$I1I3#1o{CaEP8$G9mIT~_(*ivN{0FU9EnZ0
z%m}r&3?Y0qj^A%NZx$YmI|D!UsTZoj-Fr$m>25F3u&jk>`s}+kI$eS@(Om-og%s}5
zHF}?;qX0u3w_d<?$YaC$k{bs|GGL=TwMfE7>bh~V+Ri3cnEJlTbOzdCH>)`v7fd-@
z!3yC(QB(FIT-(@=uMh5~(J`0gNr#+40WSv=t_By417E`+cgx>YWO>c6-7l&+qh<f5
zlEV)OqU6JH-^GhS0PqC>hp%+gyg(Pk!1x|uxvtw|S_LDZ6tQymVR)#R6ge#gQVb}3
z2qppVTQ4ci{mzXQhE1^d!#ErxFS8ryBKjzBb4o)!*EXOmS6ekI(L!&k^&75q7=(eX
z1v#Y^2p)epkx0^SFs@Lm{0lDMvb!E2#Q7QHWGX7`Ai{~0Moi|!3Hjw7*s+l#|Fhf5
z;@>&7O!bugrYFX&RdV*N%rEYekI9TS7EW#FA1{nAfx4}^Y;myOEWTE~)lT@kct*o0
zN$I&k&XUha-(3Q}Iq_9JL`Qs1;meG(dKwVxx?&-*E#Di6+*#MFR5m}?x{~l{KQL%=
zPpU7oficLJ<`T@|8;sdnIjPKx4Qt_&iFZ!Zfq@!O?aXhiftEeTM(9ewZmK`#ssCzd
zyQpC?@|15szXp>9;R_9kg2HgB%-k^@;$)h)P!YTYk5cA_Z)L;Rd^D2lKPPD?(07AZ
zG3YmG`K(=+qy5Bm0h!HQ$;a)PhwM8_ec`9seoUE~jcmU6m45)DTU8lRN(IM#_Po%A
z>uNY5V=S(LS?pS?pZKI1Rnm~(Pew8w>~iAoq{NN6Ur0aoDz!^o<fVV`y#)Hj&Glm2
z3FCRE6RoT20qxlEYg79Bh4Z2RX+mta?^7kOUH_J{um4q3i1%shAU2s@?reaSLGkKv
zKgiwNILwtpUhxC?Bn<sHj*acdo}<)^n&+9TJrjZaRlBSUQy{NqlrT5ZY!_9A>2nbS
z%z?LjVw3yAkf7ri`M){5wXI$D{X$mpHz)juHTU0^+kaVeESyaLFZj#$KWX6q|CyAH
z<9}n#rD|)({|o*?Z1dgJt+$b!*V0HW*Z4Z^kmwRP>X>Vz)WC>TE!<Y-C60D_*#0K`
z?BXSb^Mn)6#>4_i_OB=$clexfqxba15IbU4`QP`=+#Y_9d`cItUHfP4oaEcn=k-ZS
zX+&1GBc->!p`St?GNmheW~zItkfpbEMcbFTslPd|$*Aw`{JaUJB}yCt^163)e70t+
zYGM}upk(T1FKeNms8RxStgkMTwPZz9R6L`qo(fj?p}@az*6=oaaj!a5{Uxg?D3Q9x
z*6j>^i{ujrF_quaxm!|1h1A^AO-FO50Ct9}Y&$)AA;cu1yo0{nt=~4UF-1D19p6I?
zx6h(UL{yV9o5cL9W>-o2CSEvcH)8fg0%(g-hstYNCn91&_J8Wg8!6~_Bul;44vTEg
z8gkQW{EU;tH3@GXb}MB^U*)7(X^V1>oAF~cOj9J<KEv&nUf`|1wahF@lCK}N`u$6O
ztZRN0L^7+5x~8_}PXB;QY~q?@T$yc&+4n7RrzTD_XI|zu>hL>Q*QN!02VUN*+h6)I
zUpK!DE7Ih6*v0NvHabCo+uMrw2xFl(B(L}4<_ei0m85pnq>@U6>v{0ov<34*-aLj7
zNi<TFat~m?DHpE|?4G;uSIe`X7e$gpO;ncxzodx^waa$-+1nuOrjonFdx5bIp}xrG
z^|deOndiP}eZ!ZFz3b}@^re1&%kg^-tD9y~qBF*0yMt@u?{Oz9&c6P9PxL&IB$4iY
z(EfFNibw~)(U80eugK<J*3#pI_G3VjaVpghMi0`|TARCRX_(d#X{74l<qas`^?MVi
zbz8^&Nh5i+CmKAValL==!eNs(ULYp(uU(_xb+b71Okqau<EP?F3?9)xrOY_>T#5J-
zW8}c><@3?ph24sr7i$;`ni_?FT(M=h5QePPV|}qWF$w8(;nUCFBIB^m<_^X!XPKN3
zaJjQ1Ru`OEQn6I!hpmCMbT!6Hu(Ay3S&gg)s@mQILM}!7hGCoN-4A%ZU1OsCgYrBh
zbJ)Q4Py$kuZcbA(AAXz`76kI!#`kUj1c?^CEqOOYRlK}a!ph*NJ5E7MZ5stuFoCHI
z7C`5#tfE*F_0&R1Hj<uc1pGT&c{nA*s2*e<&ws^D3;@bb0a>yHMpeX7Zr8dU?ew=m
zOw`QD<G;}kFGJM?WC}w6!@7-fte8HURkJ)5U}kv=o6EKX*~#sjOBx=&CvUSOrb-Hz
zWY^0oAP26kehhOP=G1MrEx&(t%_uSjQ$;jxWLI)2F#ZLTl?26{KimU~lpf1PynQ6R
z&qLj6vy1LjI(Dqw34p2{Mm7UWWB2fBGQuhynl`DFjjnXO6E&jA3nE>3#pc}tjH8T&
zatD%8+J3`a|Ce${$*omy0%rU!+<QLfbeuy*#}NWJ053vkt=Qj)DGK0Ub1E)Epny7R
z76m~!m~jXiN0D2gMVS!qo#raUVqRI?mm+9UMbqPB>vKTiMg$Ua$okeMEm9%i59T-+
zFVj)2yYSfb9B$LU`l^bt-_lFRWtZhTU6W|96o&<Yifcx-0qWkU2bmd!m$su^`PJvG
zt<gZxF|r=aw%QO&TjYQlgz0IX{OZF$R4wJuwkNmVr;+imP#aSNm#bfQGd7aO>{<^B
zmj-P(5l<rp{y0s6F~o>ZrfQ|*=laM6ktQ3m3)3qE!(t=Af$8UWUDDg5I!F=WtyMQA
zfyYdax9OAJIeW!+VS1fS6^AU+)(YaHKQLEx%PT8Q4Fme-I2OP3Y~Rpv?{VFT>bl;t
zcOPQ0=g-7}Ktd9Hy~tiKlrEtfsgGX6k12o|6-uGCpC9eVV#3BUIw&^ZW>DoxhZLLo
ziCbhhoxBCS6)BR}-z?4<&m$;5YB#VQ6<Vet3RamMm}+qke6M#lEo6fnTU=ju)trb!
zZ_}%J77|HVs$Phj^vC$uqXRPyO@hRih5*saQqR5C-W#SR1XlvjrHet5LN5@zUuNVZ
zfJY7LS}<%QP7id1k2x_L0m<kpQ7+Z)JzLy*Mrfso(B{P^SJ04D$fdyNy%4=N2v<uu
zNp)`yCblh<+7i%VFoPYX#iRp7BCA2<oGlIGV|*ZSC}oxQ$`9CfEEo@9hzj&*4&G)L
zS+^QcG2l?i5>?x!>;yGlzhu#zIe?hd=HvZ6eZ8NaX8L;JfyL9FoF<lMnSnwjrwrhQ
zK$GkROG0byTc;ovw9@)HbNB5&T0)Z>H}I5U)S^SHiKqg_o$l2nl~DZ!SFB_k4(KRc
z)L;i_4h3`yWbgO4i^Rx7(;lL-$yxd@V+dS`%8()1JpT`4?--j~)U|EbxZ2dVyNg}h
zcDrlawr$(CZQHtP+je)YZ{K(Fyzh_a$M+`d$IQ%3W>zxS%9zI(=Q%?7GNl4#ij3`D
z5}M*InZP8P(ldg!tuqaRJhueu=Rb@~s14U&8i_^~qdrRP(3Z3ASkQAq$q(+p)1*1N
zmCuhd-x<Vkc*vqMIq`$WAxP<PwO~P4RV+;=iQD*;$>)|6_s*B;+t}-TJ3Y`>NU$)E
z!A3&|Y^vPxqtf{ZLN`=Nut=4k#-1u`z9*xp2Mf6DcxSI|`ANG|tFa6TXQ<$>FWiE0
zpJmhc;8Mj9KRPyD@~p~qRpdz&AB=q!+|hg7K!4-Ca0+YoA3<h(>VNUgsDctd#^0z5
zFqr@*t{_P(mO=^x7YAt3!~w?8QYpDEofkQ$h+|CpfOgJTn2a7tTNO(=3Ie*cGeU55
zeRKd#C5d}wWXclq<etPEX!4szPi?bYcnGZ{7ZJ+eO4GG#Oz9Tl%!ck)3`y}s`-K5^
zhZWFuv`*$Ojm?U{?qf>ja&~mjcE(GQawBK0DLG<q<{3jPI1rE&J*~T6U{y-Y?gnI&
zU^M#R2|-Zt=z3Wc-DD>39Fdf1B>YP%*aw`|5C$yvAzf0ACTetM5ulUc#^P4#W6Vbg
z>q)<Nq~(6fWtIM=JBCbEi`+f0=H{q(G&$7JxrnVi%*hq;q%M%EfL2$+^m^T}1uSd&
zf*fI)5VZa@l}qvOY|gH^@s<^7TrRDqPxV*v46lC|mhnM(AV~MdW@dCBALs{~gpc&i
z*nd$d1Bp=aMjk*SdjzPMxaYoW*O)=Iwrw!sd2~%HikgYZ0@Li^Q`IV$u4QnoWEsV;
z{`_K1{r7|?^K2itM6~EJz+$tr=Mx2Vpf)-0X&39ALrC*x5tdQi+RAJT>ls;r>a$29
z+GhR=z1?AnHAM{HiceD))X7*qjs^tJOdM<Ec7D&ByERV`aR!~{0s(ThC4ldI+yGyj
zTNVvE4+1mIsu@EGQ}Dz436CgA^)O;(2@-1gdln%Biq5bl#>6h@C^1^a+pz)*cJnW$
z(`i<9Z6<jwdyFsN^GvtcVFtMOybhU>wI$SG7Vu&sLJE$g-nHNgo{q7vdVL(Vhlfvv
zzE+CqLWyuQLYLGgFnvzJ0rgAUJ{xoq%ZqX<?6dfdQ*)F`guR))1K8pkMrk-xqa0BT
zs%iZd?EE}+r+X_{qcC`Kst#cYiClW-c7%y(;|dtw!1v=PmX@NPV#_V07mg}4IV{>*
zh<6%Y-oPLtb!pLNjl-Bq0py)>#s17-i*6xbP*s68o|BtYD&=l$-quH^=gTKj*7FHh
zFf3Br&=?b6-HuAJl+z3*2!i}9&x~jcMRMvBp-~kOieF-0&uJAX#44X)l?r<%xNNjP
zqz7sCk)d}gP*9jmbXTRh+Waxd)c;g1#bIRznGLxF_bb@!I6^|Bk}1L)n2kHZmIu-5
zq)_XOaIw+bcO(<DK?RKYSow_5yaK#R^-x9}fjZMs0K0(`2j7p5tW3MPGxZi#z^Fbc
zXyX(B7Q55E9G|IbvYbz6^08dNZ-2scNms|s?tOeTjrh{g=?`1mxJR=f+l3Pbui7JJ
z^LMf#zI3m8z^V&51+GQ;D_%PKJ0KMU1?fcTVtAMU?@2$wnLWA|GKFBkHoAgJdvPka
z-pDWupE^J1FI`&R+o{{eA2jFpuW6!YFU)!)doj-EF^O(~q=0+jWhR4%a}TxK8g~U)
zuoo|uXa1S<MRxR|VB{8HD!7;yh@G=lt-|WY9R&zvg%`w(vZP!8=0tssaWWXdbF#iw
z7(hycaL6iiNN1!`Ez$DZg9kF2Kz@C-|HZOL+e^3!G>2^6sq7H4P6aO@UN4uoZvNf<
z#+wCNkLRjry0*RP(Ovk!?f4Bli>*C4h{1Xb(j-#Pm4s5+Z`0~xBn=0$f~F^zcGTD1
z0ZDJX9c|HZnB;-Jtu-&6j8B-dbi;+?GN~w-wi<D5a|C?r?gyLKkD42Qzv{_yCM)v?
zmvv&Nr;C?bzDAy516dtK9GKa&z<M+V6H0=PmoiGy!Sq+XCSkK`DRNIS@jdGiijM8r
z?)1gFm5SAG#Uf03$c~Gxfy1oKOQ;^KBS0nf@orVwBAZ)~ot4SRX*RyD%h)xNA2lo)
zjy&)C_0!gYWyGw<el;Rq`E1n1c7+I7kvC6Nn%I}ifTZTato1fKI{Q;nPX{{G1!Byv
z-B!%*wHRlqiDG3hN*00dVdFUf$ms5;l4Jp#6o=>$=WG%fk>wpUH0qDcd1i#+i-@Qk
zGYqj#;LPQAgtCDcT@l~*i3aXaMz9*t9#ZLl=fPZuvX%ro4Q9Dsh;dVmSK1=jX|U3>
zK%a-FQnyxLveNd4+~g*j^DxvE%4B1+^TD2y6MCGe0N60CJJ(!Rjd0=Ew0h)G3{0Hm
z$n%y2hWi1WDN~9Tk;yTXcK(}ms0-=>0}J5$3}FxifQRh@8TE64nBzDJ5TPPLyzI@<
zgGNM6&Qu}8oN6!B<IzGXI_;`cj>%t*#ZchX7-kL##_xss)0PFax*cRBddsd~JSV>D
zqaCa>r+t_C2;+(wNTxDpOPsgovqbE{&URL5pw%?9-{-OO;Tcdj%jP-S=sH*=pRX6U
zY)nbleV^witE*N)Y{h@#h}YG6uv5dt4{h|FDujO5o|45P(`sBgL$6p}L%JRU;D9GK
zm}-s}mw~Gtpa4V%jd4>UDh`yc&*={l(qTw2<VuZdD9Adhy9#)(H8a}>!PM@bYp6T*
zTs)Qn8WF+K&$Ng$@}fo#x>TlaRYcq0fTllk{R#6d>u%)y-%rd^WTi#D>4a@!7X2W>
zk;2;ZKi*%^5OAfD_ExTio-kwuiOTTsyK-(+%lCtr=C-TArpslpMrNn4NegKxoq&pK
zA8ywnC<TtP@hgTP6<RkC(Krq{<p;%WxGP3?eDhlCR8xYnD8-3gmy^Co7Ki?BVG!_4
zpy_z7&+tdF@`T%PIAdfR23vRO^_1VIrRg==Aq@g<a;K%L#6XoPf|7EG9zmmzUnOeV
z!>7#b_#ky&_jOE2dHo1qm%9k^kv7BtNpBdT0|xv<bnx{$G$;XM-zC92dHrlc9Ma0)
zSVl$HBqRn_8>^{%T4k#MzaSL)h%dQVx#3~4fdNlu#6mgg<#HQn-!LP%NrJE8SQtV$
zYp$>XM4$i}HYD5LVbl8({JIzlfl*WB-d<|0R+p~ehLWa6h+rQ1UTp`id5{-wR$|6{
z9h&#>G-PpN;Q0b>-9r=w2dT+mvd`ZJFL#kLH05n&=jvYYOin9O)uMoz-0bak6#PAr
zU;!Y`D*KBwyC1@jCWa8O-F*ZopA-zc*U&0A3iVt%f{vxpM=mb{Z;*u!Mab4qF9)|W
zW0Dtt<ZZqBk(dmWxMgs97>xk?+BLCkt1+19S6zqJigSe-rEi4lVesbAFO`kbO}-Dk
zUTKxUcI7wVc?fMpcp?-J_?3WH{_}=A*8`BjE?<!Wl@fTGx)eDDxlphe?9K$FhGfMu
zzDL4kbly<<xFwYgQ^t3K*mvbWC_d_$v4o+5uaXy=cD#?$Apd2`yEoDsubXr0vAr%F
z^C;>YILBPp>Flj)AWo_%Ab5{A+GW$}8ChpM0+jG@dZ5*>*>dZ-wN5B6m@y3LW*jic
zT^4b98|ZN@UygqkWI4dl@9SA#Una=X)=sitHB)k}ah60OSal=d`TA-VRWqwN_Vcg%
zR-T8xChtglqwq1g@vqgfrHlS~oa=5XNDJIF;<e4S?<kywzHI2x+}-ky+MhjG-!F~!
zDJIDM)x5nHodUMu+vo$oa_k}s$w$l2GKJ=j1_lSvX&80&>T`8LlF4s9+L)~t3ust@
zpV)w=ntYhh_@Hu|sES!M<Olt`p{P5leLtZqgU%6TtULuOa7c9iu{qVJQ||YTm=>1V
z@xSTRf2h-c=@c6~^Zyi%u`~a#!ZCK1{}(znqHSZhDTc!Lx5zIf;6olW9P0*m0$>k4
z9J|4+Pg(oBjiX=hS7fV4f<#F1!K?2V&{2=722b<17mPeOjU^}d$29ZobnW{w2mGAF
zukVV!^^3Eq`81<U5wh^k1Xw`g;Xiw{M7%MB<nX?`rSrG>&Bv+3)}149J3oFgal0S#
zZzoR|D8Ctgyq{}xPv6g~bU^P8FbF1yigXfe11J)7=fYetBmYIIg`YPQyQ6yuAqGa^
z=*-i_pI9Zp&{v-+4q7(Wv^+l{+fvc=*<0zC`E?q8;7=xz&Z>o%!*gT^p8)a*QPr>r
z48r;s!^J%9?T*YjpJ<^QN`9)*!VUa|jo3;72CL9YkhrU2zjvofOMwN(JT3dMhX$rw
z(=YZ>L{q6{@m*vxfYLYZ*!qlTRnx85D5QK`8_^yO)(T&32Hl1m5s3If^%_vTZ%BCX
z_M)N$w?C=}!U%nSfZ%V^fy&FJTWzer5VN(aq~{YAFST5hs@J5AAZk<!LWL?N=U<zH
z8ef=CR5~hzk1d*DIw48DlM<z>Jo=OqG|uq8MxqkzHQb}$`-`FIp*f);^skP)VtZ>W
zhVEGzSHbsItNajp<JbRZA(qE))LsI;XvnQWI7I)|aZ_w}?5SGld@JK3_|9mBQxnx?
zm)sU9VDOp(vx#n*P45|>;f=UP%Q&?Dng8<D01`MPQ|BnEVXP)n0w@vAIvqHP)dmt;
zjCG1&LW`v`7Jhv;F9TQ)^>-{BX*PrdiNSCpQUNH#e-@HjZNw|HH>yC1#i}e@>d-oA
zXeRhG<I$AUMvA@}sY&enheTKItESTO>>Ct^5-d74T<MF7ga~Ee+%}r4I`0xGAR#lq
zcx#yCb#)XG4Vc~(O1Ik8X{<F7K(0}2<k6Qlfx__hCwU=7pX&((heKjnL5S00`|l-O
zGr_c$0*D6_YW@vWdjx_ruNh!rqQaN|>Gv4h4tl>{Ki<X=ld3NNG@Y-@@a?ikD9Kwj
z<e~`)q+BOw4lJ9lV_2c%_)Fu0=$W7qPYUxU)3LuHWw`r?y%6CR^!aBAqlr|)M-0XT
z<|9ZqP2z22aR-5<TK@($T(@UPNF%7jZvIA<3CF92-gm^A!Gd_WY`wWNwsrh+zP;bh
z=Rr;~K@yMkV2^Ua&U-7!jvii&+<l$ta=u=E4%|86^!5@o<I|2VHJ(ldCbxh3u40Mv
zI2HO)V*la<fjT(!f4?3E-gDsed<`WIGw_vj@#OOmZqngn##(?M7+P03YjddPq}5y{
z0AvmJo{2=^;YSldEwcDnDzT#@CO{O;{<=W&aMoeW;;W1a3Pq^0>%8%S_=j;AB7&es
zirpeIBHv}E6IVn3B^+y=0-4KXgYf_NZXo{xb2XM(w=)gb^MHGjDApi;<IOkOENV&G
z-Wgi-vZ>QjEQo$^yas50hjB4Gq6V0ix;tpd2@nH@Rt+e>(Z*e<e!G8X?lW3}9%e_!
zg-E%CM8KBZ9tvb<4Jtq><2T#;>xAT!O-s~jcWo6@9a~K9kmfuZ+?SlV>*<Rkkm&UF
zMz`jGyPvOr#LFL`^d)$2-TyjP#)QPBU%4s-vu`AJ=s$6iV2Yk|ef9mJXmqlG4}f9%
zGj-#hx0UIVi{1z)XW!o-SxjKRBFd$QP~rIvVP^#+FC<>)i4{<t&!xyHyB2@M)u<D?
zRc!%&@zzkobY)u8$rvGzN0lYgPTgy>f?qBq(11O&AX_v^h%%rIWuviS8b_Tc);a>g
z^rvEYZpaSd>@*P?bRhNdqI-MEq!%kO8qt1>px^NO!V9+!n%16G<yc}+7zGjJ>fiU;
zuelgneE9E>`nRaAe^6{;5G0BRXhN^td};Pf<EG^Bvhp_JuSC6+Ek@z$eaW<cY~k)I
zAL#psy(fSI=<)P%nRlo{gj&@!_`EZ7^yGR@=E?M5pU780v$`nD<wZv68-#wrs6>ni
z&+&o>S{irB$p8C67zg~@P|&2tQ}AdeZ&TaZwd5fhOsFOoZ()Pi%a8fV0OcWuRBd-$
ze<b00&eUat=feHC*3y>Hq*XuPZQ6@2(v%ls37W$Vv0NB0PPbJ-4s5{&Sx8~}&3~x1
z;rc=#row0=zI9++%q5*-n9(v=i(GimrJw6%tG)=9FfF^^q(15(vzRO(O1mR?c$6H`
zqr-hwlqi9fQkjr8F<_e)7{tK{`z*t4pGLDWra9TmA<$~^rA+M+ZrH^9X!b9(r-5`C
zesMlhEfD!FxRp~Zo3vWPMJCGjA~|}YcWu2)E*}kcf_5F(fiem^SD?_0Z!IA}8Y{C{
zu5Nq5)BYjp%`%`MZViUDp|ncsL4A!8F0`ujRB9ciQi~W+Bh&|;P%PoQ?vXB7tR9ri
zj9EDmTEh(aw)=%PJ`xefpcVzE@X~MBHO1X*k+@ddp!(BQ<^e@CFE`&k=54`q5YM1*
zBvK*3am)9l4U570P|JC=O{ZtgN|DpKvzl(bRLZqld|MU6^8p&osUxAMwwD&yRw*^~
zJp6cd@OdJY^3B4u`yx8$qDfboGE*{bu5t|W5*Q#qw4F&o7Fc5hqb;@-j2HzYY!ux2
zQ^>>$2X5`7vDpUpo5V}4K-+FZjOso(%i#m;NPA2->a9wX8VSI`tgk3;R<9B(i1IJ;
zB=!-eY<);^Bppuu9#op2+(-!rXLTCw)?Hohq*L_x1l><0>oJ*NC^V#Qy8oIII8X=n
zYRyjv2dW7I+u;*ZO_p6VDifr_VJ+gSmrF=~Nxegqs6}jpP;n(5fD*$-Ug34YYn}p4
z*Do%1F&JnRfYKx4!$5aKGlgtYumytqRmV6+hpt?U4y^^dNlU<A<xe%P@DcwLK6-sh
zl*dj5_=pk1Xpi2Hx1Ohj-$%}H2DUV^OkjYBcEQ7&VK3~`r5LAOsm``1xOzLPU$LJt
zLfo?BQN3<9n^fFh-fq5+mo04~Xwr?<_vu`2B-L8Rn+nkz0I&TmvexqvH(SM&+)!4C
zE$TWK+(d=fK!-?qgEwk=^3L5iRc>NK-2Co5eRzGPbty(qcB2DFD-Bu~7_HdX`y1no
z+LI{fm$$AYJ0{kbJ_onP@g@^ZuN`|cLv%JU^3fqT$|`Txw5{>}rGJ+bl^r;nIl1`T
znn^Se?O#jfQQcjr__#TmAvi<l_jOK5uwGEC=RP}pG(kk%m*o9ZBm5c71@e(bOFeLt
zeB@A>^ooQEC#^!gHa>rp>tbVmUdQ;|R#|E;D}CFzS0Sh>?Pm{gSWk*e4Lha@(Of-s
zWiP{G{AX?uDliQFaC!=_88ZAm;W$X>djHkhh?N%Jtvx;A(!jRD$*H$qa{}NBsi)YO
zoRAY{e}|<!Z0n=M+E6UW?9#;c)Tsqvb-HmA5RG>#tZ~rb`%F`Z8txa!(|6U6eHPrN
z^Eb5BEm1t{{>v{-h)OR1*4+|pIPX)jXm4}B<^5;TC>K@mk~wvLeExT%?TLhbW0fwd
z6ws{RGR&z|>f{#lyPSwzw7m<J=|>O&lRIu}ZH@Fq7uer5zu@HDG{GeQP@_Ny%e2`!
z?l%{i(WxffhjDHTCPfaF?nGsqV(M~yYHrUCL$xy!UwS6$%a1I>i7YhXL|(DXkLe7w
zOJQ!Obo{t_J|u_*tL?kotL(=P`qegv!0PuTDb;X~z>efzO)5SGz(7nOU1r~NDiM1>
ze+xN`-kH?<rI6eozMa~7D`Nan$=Rq<MDGql9Y;M)0>|5On=oYe$MKizRyyBp?~a1s
z_-JsqLpBVf>5?h<pxA{tGCW53u2Mk*ZmnF2Im6{|bWk`h!eQ?BrZ#8`ov9Fm6O5+|
zBo`84ExawmgV5HMs;|{|wjESuIj;d?kiJByPV2=&Yo1?^9y63e22=nd`JX1t*`R?8
ze0)Qk__+dMNp7sJ)CoqqJ$+Y=Vf_wyb9fyQFP$cB)vk$iNk;9yEe~X}9z~Pc<sD2{
z>8)^vq*_I6j<3&Vs?%lmC%V(YZm!5|`CpM7hjc<{X5mJaWH(_|JXvOU#p`fow6WTz
zsFLDt-3=chA6zNC_z_wsTy=#1ltUWG*5*kW)am+CG%`f&xO_#tzj291#1MQkWsW4W
zoY$2BYX!iAEQ-F}an`WfKQ0!89WU)KbnVhKkIf1$Bzr*_<j?QESmooo@gSfzfgC7(
z;*_-~kS5p4Ye+{k$)(`_5Nt6ne_ZEFK@yEm4{Q|5xLh_D9xZZB^RnEy;%x}!7EOY!
zi2_8b1y3uJ5!lvZL*^rRr;h9da6)KLSH@nH@gAF1cFL_2)&15!o@OLtrT=a=$8%JH
z4mBS*fNi@GpNCb;KM+JwWwRt)ghD$U1>dfjsVrAk4T{K%`G}_4;0%R~3u5-mxjqu-
z;wkWbRdNJw0%l$AZ%5^p-(;L&uVSrUklb%VKxDIYESFTDpXv>(b*BY6e|HV(bKH$$
zz<HAKIgowpYAVqL$23HskQk=4iIyr;wCu?%7MZCfX<3ueW0jmC<s)+r_N|hheWJSk
zJVI%m?quicbkEzjUHQ3sRE-8CceLYN-2BjAFvp{ZXSMZ&RVed+T(foyS+fVxyQUO+
zItF$r(MX1g@ZpTz6b**3tVs8C@aBAdSb833p{0k%OK?|O9re4xlAl!O?)T%nOj;mC
z%4URXr&^of9B6mX#MHX7h&54ZensJ(+9Kx5Qo0|}FySv}(Gfm)<WQr9@AR$f6udol
z{+=FSXp<#OvO9~Hn(@%vjq@>M5a_nqvpK&XcPg7X-vd^y6a`~?WUW>e1~<yrBDDgz
z8S^FLyIM+Rwl$H!E`$V|=`K8vglz0S%&-x<)2dS{kh#hme&P0P(j5<8hX$JN5PE||
zh<%Q5Jvvz|;k0T1odCyOwHH->JPYmX)3RkXl&UnhgYRBkLpveJ23ofpGC!IFNpd6z
zY&M{&?Q3cer7uRIwU;|3Pd7yBpC5#sMpT~v>k|Cm%k6*FQ|zq&M?J;yztvM5|4-_v
z6s><I7vsnP3cE*iPc7Vf4zezfDZUzfXzcz=7gN&&2nT<8G*-h@5))ll*XK(mVC_vM
z1!p5Tc&ng-PX(9Dg|f@#)aXlKOx^ch-^ls<)Ki))126LrS{ZON>@urMg7=<@AC3(%
z%<3ydKWU)I9o4KMEi@}^@u_OI?%jc%CvWQUGVDipEP--}C`66$d9|+h<FnEN`bpbZ
zH(m@S4{`r=^}+(nOE5iH&x`x@Q?suRa4<bJ2xLRbO<oMs%iyznwgRs-6FeDFu%syK
z5T>6r98j%14Lz0A&tq4yNliA@O)g%{EPT~kS#q87c>QaQ)ACeOumWU13uAXPn8a@b
zG|s^dSvLWMoBG3yIDK|sy!jcOcvEH9kA*k4v%8SLt9B%oHfpvX9y_ca56bxx3erpr
z0`r=~CJF=6$Sw3&iYQ?X>1D3TM7_AwS_rhEbcKYS_bQ)RGC*2W#>e56o`ZY|TXE+f
z%Pf3!69>hB@9!3abC1lIYU)lpDL4=br)4B;hpp|#1F7&%D!?MPqA0&RxQ~agSv$h-
zxAU(u)*$i8AXlwiPx6Ps^i&Tsx6TyBz&|Jm1R+@#ga$_@!Ruv>i+oAC0`-D<=U<Yn
zF_1Vi52o)zd!h+nLadyYLe~1U>uehe6_`myz02KyGaCSgguEGv^GIYfFKU7dgNq2O
z1Y-#rr?@tg(ZH7Xr~S2*QB_zChB{DjSw3YbIO8h4G`UPDi5>ydUWem?YdNEu8j!UZ
z)XO86(<7H%!*mBR1@|2<tjhvBpp(~JyaX8$FhFGIpU;>%d9UZnrIK_jvND1Zdk;<^
z4R|Dx6`3B27SDdVq~Vx#nwQvAe^LL9W%Fw=XS54{AD8*BejL~!7d=ZPu&3AIzHN11
z->*^sY(t!RG>4);p$}wEvbxKp8@M~@&zs^9<_96ovpO1<Nig(iE3jd%*3F3i=*;vn
zq_($iW3?Ay&(+r$Z@S}wFKahX-{`?i+;3}_M9SRc-+al(zG;|!wC6W-765-22Yb9K
z0wczB!BKglEL5uL7ezpM)o!Voe?dQA)#g~GfH%Mq{6s9BrkK{AjyvSBo9gcg>K`1t
z8yGm#qx<=Eo&phN)@ItE%#XHPzC9>olq_^_c3wqf{B+C@)(6M~GeN%y?>3YzY^fXI
zg>&tc(mFiSyA3lZzK{$Or6C&xFVO^oc)eUqhroONnMSSFSy6w|QHUGAPq&^{E<i?z
zxXe>fq=Xpc0%F>Xg7<V=9=)GWhgX!3EF;{o(GrA^%grJYUU{^QqGm3Gj__uxaN`g`
zkg%j#SQslIEm2Tg6ER|?t1*{$ld!7El)*lL3GyW%076NdC92q-cZf|&n=YLfO*#S@
zhFb)*$#4#GzET5Q7`q9O0A+ej$Zr$pQI-LM251^UOu`AmXPBv(>L#@3%QH@x$cso@
z5Yt|g75GC$0`ox+!fUkUreFdR93h)q*(nD95lkQNAn_?_jR{qE!`LR}*<zEr$qTwj
z<xqg!mJ(mPhpX*P!>Xnhf=r}PJp4Au>NMOpfJPoMv9x&zI{*`mE14w>@-TW&yjVGP
zd_qa|R3OeV=2*)OMsMOp^T&q$TDn+QjMG>R?874dgQxANt5s?L*h0@AGi5EN(4GW;
zKj<Whs3F8x%M)b+0m*>PQ7u>6ifX(ofFUS}C|Qc3!H&ljt4#wd<2u<#&%*6@NiT#u
zW&D(YV{yf(L);q?vh`yO7<r{wJ{k2NDWY_M6X3{^3Vu-Ddw|ZT>#B=e8y})RT~uSV
z(3-pk(Zs>JlHMp{aJh^e&)El}o9I{B*^2-`k>cA%v>Cl<{uay?FL4dpk;UFPA*%Vv
z9uQe0f4#SGCA@ysP%9r8bQXV+9!^?CZ_w6nZI`N;Lq8Pnx_LbhKz<D?R_gM8iZk+C
zLdF3%g35N=bP%viERHL)PQU~&gsDHv+SiE8GjT8DV3;I6Z0xGjYR-n)W&%saeRCZy
zyzacWHidpINob*7O5@H4>Y_5CUH7u0fN^Fn6kgI4h*;YXs1aFGL%y@O@1~n(6Tw5A
zCqZ~HSaP>o^(q5I(@tIO!7^<X{2CKG2xraqGE8Fs6~l6xC>He~c!-kopSX@M`*5nK
zbSegx3`oJIHsVM@Mu&;~mMBm<C8DsfpJWY8i6&kKWO!FY8z-`Sln(NmrW6RGR$<h!
z+?+JAhs&221Bc9jLIHViPy$Ae&EE8O@d*Yo)r$?#wNP!Wq9rLJc+|PX9iq}%Zrmu#
zim(~z4l`s$)BLL7siLsA&eN;}##;iim&t);7;my1_%*DAxdnIQE~RML;z@^F0`{lR
z8$H-CH`1f}5DwD-OopduAZ?o4djt0#H8H$3x?(;!gq=4peuK4iw$PbqIZ2x^F(u}u
zA+b@FV3|BS7nMp#Tl>{f<<N*!W~Bn8QjJdOurylH)TjRF@uXvGUcu!b7>oWK*G4pr
z(uo@e^=C7$&UZkQRynobjnCgKQg=W`ub|1mc(Nk9(UVV$-sA|4^wSlwOEih+>&?)g
zmtWZj!yB%@i)bY`O$An>y<Ya8zfo;5nD(mS$kYYP`*LKSN(+)r4hw7iST_V*cxf-p
z&XF2po6qa<a*-I31o_C{DsD@yE^3quX@J^kgrlZ73hYs6n(jun846Kcw_eT>e{!!U
zeLR+x7bQ@&4aYy1>I)`QI8OsdH1hULFkG1ww=q0)zG4*_k19=Gy8j;5UQ7*2FuXi1
ztKu6|C6{3fuWIJSLvjj#*Rp^naF`DHyPiQu236`l3`;?y0um;nSR`0s@MZ=eRbeW*
zB?Z{M4~HQx`6h<1`D8hu0$*~(beizoHD#Z=sA83YMml0*0CUA6mU-y&ZkK(}SKOeo
z@!#1hOdUKY_SV0N8I_v451YT7Pf^h@gPtd_uwNZgWKVvVM|2ORh$hT5^sufV{ghbB
z?9vq<@T?{U6^25bJ2O%2W-Lu)!lA}0shF%co+k4bv6J758!pvPx{zZCLK5V~s?_BC
zdV@uw2eqDWWZyGVs!7)QXe4liFs9H5&4aI!ro*L=i$k{nJgoEuA{nJZuJ%znJ`AgI
zwTY^z4KYha(`rZV$5#jDNGQ)#r%#O)@Pgt|zNaA5>(%Um@kDt*DE!#Lr3P(8e>|-e
zdr8u~%0HROaxu28*iS<XcR`S;bv0=_+)O?=j~YQQuL8_~E@gqs3$rR5J`S`mMlod7
za=O@6t|q;!RJs}w2)QgI%q@9)fq!ksHumzKENG=P`eIqJ8UIAu-}JIH;xRmnA(@f2
zRm8%&i(7KgrS)53otHeiA|&(5n@feIM*uXqjxtE!GEuFrmb-urW1ZXQ&iT!<BIG_T
z?91|EM#<2!kd;DhynyjYRR>DLl57+`oqLnh2H9%PI3^P5W>uGl(X|k#g5(@lgSb&x
zOtE!~L6(nT`G+EGuxtL2ZdvA1rQhwMt1FV3nhi6J{Da|y<h1b}f0f5(1fw;x_eoc(
zClJXWk`L+2_#K=u#c=ZliH)|Qq7_x%?OKHfygd1t^dnK51~+@hz*%5*Uk;ryAf>Y3
z=c_r?3XsP}rTD$O`&dEqC{*d&%92v+8I2ccnTQl<L&3!}Qd(b58_R2*RmXtsJ;O-K
zH1Ri3-{87gy^pTdmQIFy1pZvh^z_rw3$p6k!cS3BX)5)*)%$?fisNz*WW0gIF(c^|
z6mCt6wCFCeL8z@N=;iEmXrxDvHgUT~VG>>5OycL`c(s-=>=cu5!iFHmiB~xMXl82w
z_WUV!20lNf^0E-5Vp^w1?K@19YV9P+(j@Rt*M)<%c#g!<y3k-T%zaH>$Muit*@KS?
zyv@t!7fYpmZ1hGFF@)GvC2-y-zU&Ikq(u6UxCnMjV8^^lQC@5~5f=aj2H)y?o1S&8
zm+6s`ET9&!IN%7lWQA<4<x$0*mewc@7Vcd%L?jC={#}z|G0WDFMeJh1VGx4AO0#)q
zD%sNPLMOmLBHKd$&+*%}q(V(N5o<I`D_y>Xs;tjChN69Or4zY-5GgT}vkl~_0(~;H
zlU~ge@bk9Ra@yK9Nm=AXEF35mrc~KZllJSq<-+Ei<aGc^<v@nDuj+9I$%sE^a|F51
z)a1<3_4Cqr^N=C?$Jy!e@82VI7gnlBT9xbHQ?5HG0YE7ehOKG`=3!xpFD)*5gE0me
zrsW7Wr^dh2@ND?|Dd3*!4V});4m!lOMzN%&x!$qQg#^HBm?zlz0$ER6K1ijP(sB7y
zs1?>LPZ4U>cfU`HDa#{S3)8P=Ih}B6rId9hCn+cj!QTT2R|N5tA!uyNAa7UJfTr;b
zfUX4$fOJVG-%HpZmeQ0&fD+vI@u?gew9(4_haGfsZxc4YL_yl0Ned<4$z=p3zuVnx
zIv<Iiy?piBka((`EB>7j_PDg{Se|~q$P!6`p?b&v$}IDj)RKdD{Xt%Trz3}L0v@wV
z_=IrT#2@!HKs(Gi$S~}hw0Lv}QzX?j+0!lk(+w7~-*QoR$fuChqkMm(mGF{tw8dNT
z1w`6mm0F`CQIL{_2r4(1j#)|`|IW8j6fO0#C?ed8qokvn3ulIpr^bU!<ZpZ+e(Mgi
za6QSJLYgPtMD_ZMxA#p|;0vtqz;OcDSTh#l*i`n$A-zi$qVrGa_DQ-k!F#w)meuUL
zZ|%hVRbfsqo6$``r4`>5sc&)SUEE60o~Y}3TS)>MwkQYw(=_RM{;e8FxsSvBps6mJ
zQ5t4Cq@pJ-J!k3kfEDeVxas&>(qA7d3H)3V=gs!A$MU+<vtKG6z78j|wi-3a=aZn$
zBb^z~*lb3xEm~G`W$ag)u`RrgHgJr$N^$Q862o>IV0e*}TPO~H2;tv2@DEYwUAm+j
zN@G{(T$(VV0-`x7L2|~YOS^;W_iaF3P+=aKUm?@k?!lcFHQ)E_mchpFcx0+4iHHz?
zwXR#ekg1^3N9y%La$xJ~*p@ks8`bJ0H?#t!UjogrPigLA)M3Yd#YWVpXtnB?%o877
z{aQ)hs|2@M-KZ6CP@z9(QjTi&U%b_%)Z1Onvwr3+9cIZU4DPbg@`{Xs$b(vOSNC|}
zGFkm@EjFq8vlaldKAtN3O#Sc?2Hah`RcDfSwq*Y{g==UE_$-FdMWWWos?_W1?&<06
z_;M(sBhuUb^g-3${Z#pSdS2vyJ$;_d;@9r$TNbYQCKEHpb+Jznq56@O0h_>vpt$qm
z`XYfE0JzE)Oh%0SZIpj8Z<7Mz)bpvIiY&MW;5|d;hWyH!hdiS}B7gQNgp*%MkjMcO
z&}mIcwMQ`Fn;Wrk{q9gxdxa06j?5SkFK^9w>Ohsiy0OSy$5>yhaBOAI<O68OfRe$y
zO8xG|**tP<wbD(6?YXLk&fD(w`ypVJqCoL-O3Xqw7C@SPL!7MUU~Ko+V(sV!lyiMm
zTqob50kQ-8{t0N&<nsI)BXELIiBS8Vh1CFKN)~dzlFI>SVSJVLJ&aRO!KMlIvK<4h
zjaRCP5<(-1VtIOgae#4XW{oK26HR5Lc1#)gDWpG)5CMT~P>gR{<rLdO)6&a&`;_Ln
zG3-yLew+LBKL3ku{Fhq%H^tAy#QHxeevbd-^ZzsXe+4KUtp6`5{uHebyRA`VI<Pg#
zrTlYlo5j-AGW>pVC&Ht|H`zp!4-jd`5@yXJYNU(U#IvmgvqUqkw@dCRAK*iI5<GZn
z51HF3@9uQ<PVAt6w9uRQPxf!Oottj_1Y6)|`fqWs#hfupmVgu@fD%)t?o~PB_^%T|
zrpQGOi8J%gEsyr;+P<9L^#Yc?0{y#5=ibLVo;0gqNJ&6lMT>?Cn@tY7311o_seAgF
zxXp5pT+mz(!J};q^j1v{rp;naDX6rO)7nRs;e3v`C{beg<*|#0uFqL2d5x<^4#EeD
z>5I=QG8$4YN>AeN6%RMGn82lLjpVFgx~6q>26DnXhHznwOK6w2R0tNS@cqAy<{RBN
zuBP?UhI#~Ohbk1S3q&Ti(6Tf!i*t>|GZ7V}eth&Bh15-=;;As<FiKxn|90k^or2EP
zrz;mY031D}kFiK7ap433IRE2$^B^Y42@BDNl7WetBOw9ufz?U>z(sE+<xdL`GL2I=
z<#(>56hzxx?XnR?0+&8mvDp-2B!4MUrMB5=7WG)?jo(%8n5k_XA)%+=FEEUOL77W-
zs}^lAs4=327oz+)d}M!<$-s>Q&)maT%OAQC3|4`G+6nZ)t<|vXpp$ydHwtg`N3rc4
zZ;lqY)Mq<6dZxBwui;TT5h44XD$(J<sYdaynblUpMoIW7-zW`dgVm*&k8H_cjx_pp
zimoVGvsx&GaZ#8@mP$@F*ASWDh0L{yPRnvN)4LSDhZ!PboL;U^RSf{1<zB^6)Bnpn
zFV@J)CKe1CZV2qEc(*vVS_m?d0f~fBS3y;(mPG&NQbn~*^MkgrS`~9+p7f=Io5umi
ze4{$s?CDdX3~a8pX`)o~gzMYhVRL4qt&qrJYo<{#Y5M4r=i(Cio&ujJ&+WnZj;K}j
zO?f1WMY2Y-QZuQa)C!u~*M-kK_9y<gT2!}Dw4|TOV1gE|V+0(eFv+Yck)Hj=NXr6?
zJN!TQt@Fl(dkzW?6>a4wMQ&#@Cx7zq9smZ|eUT8QHFD=~YpDX;8m_eO3L_DTYMv&?
zN3T1hx#~v2-HaMARFOLpE3O;DJQ3oV%;dvlXLkl4-%sOiKks&S&W#+o<nBWMkkI5q
z(iUm@f0gadm7c{c)a`I-sznp7u+<lqy(=>0f(MQ%7=q!m9jX&y3rmTs)w92=dWC5!
z{;m@WyCxt*(0r~B%nwW$`+fdhp8s}s+`<Q=3K<rY3L*gkhhJn^Z&o#eAT)ieT)r92
zR?z)5{}+~2KWuB%fARcgK509N@-VhFmIMbW&D~!UKi<d|Gp~0+H(bQExv!&i`Ko4H
z6d2$MISi)26GO5An=JS@(xke$V))O4C<r*ziM;{Y-^$?*(1nit2;^lxqK41wjnXqd
z{6n%3dsH}%;B*L$tgW~?`J_{6A0}ctX?Xt*VxIOTwo^e+8z+eKPIH`~5ygqlr;XAI
zQ_+=+t2Bsda)RVOdDYFj)Tv7DWT%W!pd5Xq>61X8+~GJ*S0oEnVM&kfah69zN9bA?
ze6tb~rdJ#~Z83y4P@J20^O~ea3@uy~S3%Iahql>ZPFFRv*VluA&zGxQ8#@T{rG9&)
zGh4EKt)V}F9h%+Etf?~hQev8XoQ!u#j;z0g&qYA?Y-?&ZL2=YJjs|FiVjt!Y&ztpn
zPi^H4D6{<;5GG!#dFbp}@e&ypB#o&XWij<%Ey++q&2BZ3J^_T{4v|Bs1RLVhCGK3n
zBM^75IoPz|i+=?XxpxjdiuML4Z!kjjM`$@UWxy&#3cv)ipGL|m-&IG6a;r`to6F++
zr&9cEn`(dA<*$V#OHOAp<@px{GuHp*e<D_<nW?D;Gb&a&wSvK0_2{Z~ft@IR#T#ck
z5H6ft(ts$L<jPY?Gr2c%t>v+u&L`4mT63YICZm|oc+4pN$4$x^v6wuo<V4PGm`=8m
z8fxYCKx1IoCUmZErk&jM7j3$q%6&oBcr?d;@##m7_ny8{irs)%rZbzOLdgr(9DH$H
zUo6F9<6H14{t~YKNJeOc2?uc6Q?9QKF{S{fnJzeja8<7b%oCC`P6T8=fS~jQe81^d
zsa=?;h-g^&N~QK$WJ>nBv5tBRIAjOdGtHGx;R_Umo8z%c34^)A{z{2zw>>XLB0lKi
z=g8&a<MUwO_T&=47dFE{(?cj1*%SlJmWgL3D`{mpisT;BG_;)Qg^yeXhFzp2>Xb-^
zysTSRG|{=6I;X9c0RfeXT|wHYWB`#f0PEt0;un}igEn@ra1W&Ms}-O?9%w8yCdTz5
zG?D6zK*cGvjgUictXY4cg3{FxWxOTQ!s7j?GVdBLuny^X^6C7LSELpe^cU3C<#ron
z6qK-o`K5pOrZG+InJ;lSF`Y_k+O3hamx?CfS^~Xb$aOde{~RK=lMNhF+vo#dS5oIB
zgtpa%RzPEYv=YLoP73=J>*8I&Ht-5@jCQ_mJ;i2CQ=Spi;Gwl_2sES+>pek1m~v44
z*$B(jK&>hIJ$tIM)zbN9;mAdy1~;ctUc7Zet4MbP@k2Ko^bY1ufBj4|0C{OrX(1t;
z=joqmQH$lhTopcg^qYQgh+Ft&TDRxhmGKMgxaG@{@r#R^%lpXv09+3v(_PR|KuZy@
z<=ov;zO3ltX(}KttQiejArU38<?n0od_p`vf1%!fa1?ToBl;v=N;4EX!VXeszV_#d
zavE6jz9mW;SbQst;P2t6PEAX%GzG2^av<QD4??w5ZMJvWAg4k1?U-A<Y0_+jvhyTa
z!no-$^1uunw4|e*?TxU&a_JsU2gGvs@{T<CQqv~1?n+qUcZ^TcrqF?*fh9~QtO3Do
zELTc;#GLwfPykO7@)?u<cJ%2^*-O}xxtNg5xa~xE7?}GxA4s{w;|W!L82is>lTFqm
zQlMls`_Ij2jRoG&ivQQ%t?gyg!#5`X*Sf~nBfZ~Sl-~9Su+Goxw(6trXS?;V^FH;6
z|G3RjNN|p^Tc-Q)8wB3x{$Kd?xv234OxyiDn0*m@U;E=D#rJbX@0K4Nn2tu?Rod-f
zFe-FJe4!W*fu&O|aaoALqi_sVbwRQ4W8`}urJWx;>8U36A=g6Vzlg~D3-ah<^FRU+
z?Tot&A<@3_%ot07?s=eqM^PTv-m2#1Xrm`OfrSaq|9*MWYdGN2EnM?T$x>^pRL+zd
zY%qqlMCCCTUJf~ZthWwIhDe<xmxH<2;+4Ojst$%@Skr-o4G{*?RVGlLQqy535Cfz)
zC8|N?=#mXU_J}YJ`s&!Ms;=)tVPND)p-SQ(?!5fE_}yC>=R_oA`iYo|+qf;(Mj+bS
zVA+Sfl<EnQ&^NkNX%!DpzWe(fhgNQl&wf3Agc7^~(oYg<MS}%oi?vmNWZ~LoWsKWu
zqgN{<z{JyL%D2AVp9{jDZc#B5T@>0M{qeIgnPJ7`^2Qb_g8tNgBT;{c9MJb`rPV9x
z?QXd?XRN@TV^5D-LC0uv78Xmbv?|eD){I1FGB`*rP@ue?HmB*q@&n++XP69ldz&eV
zbK!tCbjLXy>d*?C4~kMK$r^#~z8)S7kGVc7&PKuF03ix7An<WzaN8X$%+)OCcj$qJ
z$!V(_!#%+6718^%H$dFCDESuuXT0|({!cyu@-r;Ak2-seSQgbq6vE3&#kBX|nfLI}
zWAJvZc1iKQ>Ir+7J2}#Ew2%-*V(s<fWE+yQk^n(-752%=@+<!i&KN2>_DFYod3M{K
zEEzinQim$+1hhE9=e*n8tD8T|zif(P^<NJ{8Bsy*Za#3j>&vfO{`Ke-Y&~7@Y(LsY
zyTH}N418}rafq|2$#S*Zz=1mkCXA;A&vsND_5fu!qa@AFfSnMT^cEKWN<zW1B-J+_
z^W7DZjXuRa#K-30iHI-e{ifRFE-W4nT`CtV5ZLDH9->aY+7<JWyD&+OicsT0a}9CX
zvK)bpA&xRQ2Z4XA7M(b^6Z9n%+r&}AHTD4sWbo`-x8KFSl}GXUM7lMqC!xqsC-Ff~
zDOpy;=;gs=+-9|?Zub&3l6h{|6)P;q88lzlTaj)?gaHOQR0!(kL(YpUnYtd#rTogt
zMaph__z+vm5W0OsRs=Je0Gf_&puU8!ou=X*7umU$aEn?#wLQKmDgp@)V+)Y(XwTeM
zP<z(hHD!5SW_RX+GA6~suF#7j(<acce)s%f-*oKyFx+1~F?1MLG@AVEV%v?&tNrKT
ztwQi+#z}SEq?Q+&wf)AuV&B;Dul4xxF~<@sK)Df2vp=Z<dR4CN2;f}w5ZZq*6!1Gn
zES4gm_qE7($jPh7!D=HykwL}^V2QR3d~TC>iYh1?0O_>%e}8rhWDQ1$>3$Eu8_0-D
zWQWMCiP@%;fY=a4b<1#AsJz7ns0e!ry=kz@7KBx3^EDqlZYaQ`g1SRRdeHYh-FQz#
zw4rxaJ8&nMl%m7f!w}aNtZe>vGiytBROx6Zm^=2r^Ir?;LA~UuoKa(4x(nY*Kcq<#
z26~l*o7UF=-o!>}1u7lNPZtxsZ}qv})4F?dCZiaOYD+Ka%%(1r^>GsNA5N`1n%LJp
zcsTJ|p15{BK5voNJwCO+TV5OqePwc^eH)z^6tn=k5N78viG4^4fmH&ay<lM=6pAH9
zH-7^m1;?X|R(hsERwmf&1{YXVLQ8n#><yR~Of24C1^7*TjzFy$E+W@WbFB8r6+cW%
z{S&(JMSIXV7TpkuO<`w#lj$C>BNE+-N1Ds=78aO-x;|C)q<#)W1q}riovY6rg>pdk
z=9kLwrh)1t25(MTxt5Yb=N7;Tn7WR@v=nAc;m%@M&a1CQ*}TTW2Mf9ZiWczUFc=3t
zox@ogm>5<KGT`ZME{+{rY>$t_#c`}aP)r(I5D3P+u-KCU)LAkv&Pc<YwO!0aSsD#S
zRm&OdE<45og?N8p{<X277T?h^7(`IJAY|Dq8)Vc$uux=sFIu~D>EzDI=F7p$MmPt+
zb5c<Co|)v#GygC~kPtBt#DLN(oJO~4eeZ0@<b{K~sHe*}VjKACVZZ^6Ma=0Xc;>)l
zg-w@DZ|lVhj@y<FZBZ1W;&!QCjD|zrwKw4)ZkpAULIlw?N=%wGc33((N6G0cL!L>z
z=K1FK84aJ?xNy*Iu#?;2Z5k|r%eWpL{+(XFB~XL@!KhY+$L$kz(<b3$B(-YH>}nhf
zJ1S^<!QsO&`!S3(bah}Gw$vgCC9vDsngqz^r6_>E?(BW-1BUbB)$;ZBVmv}zy6^+f
zB&xrxe63p9(EQ7X!foS0ONaziiD~>^;}MQ9mnFi%kTuFOHneESB4TL&ygcir3x%yo
z@36I~UbHEa_~Rr1Z){XDc31PKzcvOxb4)pf(&_`UrI{BZNojsA44G-yE`BAJub{)V
zdXQ#Y)Zi8&fsL(i>3@Rn#8}HLeHRSz?niXdbV`bplE4vXx8FL|jTg0A%r&R<Oi5Zy
zdP0e3)VEpbrGzlbtp$}e;1<@Ys%%5CxlHl@K;yV46#Q>8@gL&wUoyeS`hTo37@7WO
z_Wz;@MyCIC9QprmwXU`4_>WE0EEMfLKzldohz5c{t#&IkUX3^4X&9#vRx6u?=WL4x
zL#noi8}O0oB_hhq%FH^?(n*X-o(rlFg`b~KoiAeg_J$W7k*xgO{hZuAJWkDGMtGcj
zTOnZ9-RSE2Njyf8MTw{uW4djoJ!2+DkwjHS719*~2ncn3b-bNkUeYX3OhhvV;M}s(
z^!zqsPYm!PDr@fxEKgj|D8GVe<1U(i-9hi3i>r`bkjdW7>-+Lk6>-SYylgPhpEQgY
zRns}XXgr$YjhNiT{*3UTB!pY-^S?^+2Xm{~PnE}BitL_KQz^Xy-w&umv`kKxyL!Hi
z@k>-P4sK^HGZl)fX}8qMN^*cx7C6f({C=66waj*E3JR}dUKVtD{wI|SK0+7bB^a!(
znA_A<@gm9*UeEq*GL;+W60wuMNFwy-cOLX+ZfueO`m8Vy<+=4Qh9Utf-t5#G4;Xf-
zuOUp?s`m~rmJ8^KJ#iUEOVkWPvV>p3O&2wpZRKN;M+}O_`RMf^eD7ll&$z6bV-f=9
zKi9eyF^jf3?QjH8UYI`D8-D6j^Uqz<q!Jk95kCM+e7xq`Y)*FYP6<slxxDRqD_n~!
z*OX&P<<#X7^zKBBHjYV;-Kn5P#}y=u9S$OXOCI{}vF<Z8>bCLEAyW>#O}PsJ2I{G*
zU(!9IeV0%b^aeNb;th9h90)dc)+r|nQUonJo*2sZS;@vY+xM^&OV5r)eDsd0E6Mx!
z1yoZ@Sr4O@NF-!0I6VIR{Szw!|Ga{W5y;1CRWLw_0-5)14Wg68(V2a@we-U1Ddl2a
zFZzVcYEbQ-*Kta#n{8qY9tJO(gTR3XB-BQAS<unoUo7{wj(94IazyRO+%XSpQQMhX
zfo&8jiae*aAjZ!dh2f413-zM>G$?f?9(5F_)h^z)ZPFq`)GxbzZBkN9cK<9;5W$Js
z5eb*u)5c&+#trF1*baijr{%1T<L)5$kNF(y7#3&}Uk$8JH8RpdVEAO(6_fa~dMx1^
zOVRaP_-nT{bxLK@9(M%gWl72%@KmGQOrt!os^QT52S9$NA-OI=G)03oxI-9olleyZ
zg<v@JO3SlDg9i7&KHqr-(ogwB(j;v#g9xbngT}ReGnM%(&JNkdo*|Z$1#%4<jXFV{
zN*ef0AtbO7PLSHIulY^yhek2n?NmZJct|vb*z7gCn%~H0`>}-tSoTg6_U*5dV=Y=3
z`#>dgOEO&{g>db6J(7P52_T3B(1t|PoIT}S{EMAhA(G=HAFde)D3);B1$+<e1W43J
z@s|ZPQNhNcBhR1Qka+5tkcakRSDANks;S)F3#kvLFTdwIb)o+8ahO00?2>7#=9vx5
z@br#nX2M}NuPUZH%LK3euID*J`#@YW4PO$mySEWA=wK}|#IWl(avatfIZ6_c;-ZyT
z{|xjc(e(f-cJjEfYOKBPLl|<zbPZpwRoq65n49&Dkx#F94u&9T&Gcj=()&luP~|g6
zEt$dFcp?7}%3?<=7YSSovc${}@bQ&*_kv{01Tr$cE>ZDOG=o&&xLaS7zK&WlAr!Qz
zOoWw%$VGTpb1_RCClxyRpI$pVzi<1tQ5{x*sUu-rJd}=*M0gmWN3=?w9ww-N4F-=2
ziAIj8^BJ`_D;MiS**+c@Z6D!VqEI-LM%wNyPH(rnlQpoEhgBRozj$P#sVeY`nI35Y
zW?%+@m0lK%75q-MjpvRBQUZsmPkDn|<Am<t%j9oP1W3Z^BVwffMX7lPm*CtK9Xog)
zeQoE1mqy@=MBGsoA*3`gkWRu5C0*T^1qH7SMGO7^G4~c=QEpw|I7&Krfq-;N3gR$y
zcej8bAkEO-As~%_G}7HEogy7lD&0tTcg}x6&pAFvj{oO;*Y&>NH>1oQbMIMu#c!>>
z*1q>0)bZ^sAao}2pw0Lx*e$2M!zRx7HGn<%HSq~DryL-(3nN*cestx%Gg5qsS*RfZ
zl_*3Mth*{<s0`?w<P_cVP(`ar_9Yv&MsN<6Uu5PD0!vbZsUH_7K)Y!0NoSQsOco<A
zA>(a-Ld-}s<5QM$d__J2Mp2t5vMv<J1Ygo-&mttzJgwI>ouiL+X&6ZZI`~=6_b;xr
z3h&)naw=^Q#><Q(-5#ou)e%5Ro1*E}fh9*&vggnHD3BGk1~YrK%g)tXy|(o1arBP0
z^9RC0m2Y5vkE>#fO#ta^S+u)pHkk%hcC-@#{ggEZVD7C+G~!$HcL+|>N;}P)xJ87a
zj(Q&(*E^|H$QfkK77SqlFG)jGMp3XZ1VT&zMxdvj1T>tzUuIK3yWDYkcDOf<l_J*-
zP?t!<ocB&gW9VVySv2RTcPZ4rm!IOYjEGC2tr@>O>C2(*pkBA%gPUi<pBzFz&k*1Y
zTdr#%i2cG|cn<!~Bga_Tyi`T0JnjC1DgDji59QifijEwP9O*Ku$wc&JtpgTjGy6!R
zkHnEAND)|wP-^W5`a)u)VxkHf_=@f>V^9?=B?z(W!!sLN1&;@1Go5SiRcK1R#)Wy}
zGJVtmwx3KK;yMn=nR{e_GH~`lOB&>ql(|$=VTO~qK)vbZi{=bJHJ6%rOk03DVc|(t
z5sHEw44ckjU&?>ZkC)ZnJuaP<ZY<Xv%3qK*^6AjPl=3h-<3yi)*sWqPo8mN9_dF&#
zr1N>eT)A{xJqzh#SjWA+>dN((Phd1{-)|K>&|Y5A*rbRfPfhBH#u~(h-rB5qRp^!x
z_AV$7)ELfW85Q@kO;qEIOP$9aiB6!7%W3@E=I22+g2(F`nO23;rSdiqV!G)ejjj69
zrgU1snZW2XaoX*te%jWF-sE|2h~G0m0ZE~^J3;JGdCosAehtrEAl6JA@TA(>MUydM
zEyBY%z)Y@%A3->@e1U)JEnd7-Onb%}toM*-VY))Ws}ZMcdwpxD!{U+D%d;4m>1jM<
zAJ@#~*Sxd!c@_52_T67AgWm>Wb~pAhs!T|mzf5e3V}7y<B0eC*OrD0`TWwt>d&$S%
zcrKC6!l{M{*i@ZX=IVoIbxs@0E?Gn;X3T+~9%8rd#iJYKDDjC3c5$b<Yg8Z32g}Vt
z`1&i2I*Ls?d?IKmr%3$8;B)yTwioo_T0No92(UdL6w#7Wv(f5K(b)*+5WN~&2F&hj
z<&Q}%QHxUZVwo}-D`y372Ea;;2zBKKJ{TL(8CHHopc9<BPR2wOZvnH(-bI)lV7Db|
z!k-F@ha#!U%|f$k&HYR-S~h7z7Dp7WDl4vwRZmArV?%xOC0{DgvvMN4(t#id_5g5t
zGGQJW%z>@A%fLpv-?*>N><XV9r^BXIjY4C*JHy|`A==XxA$Nz`HsE1_;V88uzGqjS
z5~`%ie($NHOii`TBF8#s;qIF)g2)fzIN9b1<*%dw8ktnq%Ot5f>c09jwR%lC+vA8Y
z5xsZG7Nl^atq%Km=9S_I&R26kD|&V>z(zf@P3tLmK7kULo`Lxc9r4bKu>dIt`nyX#
zG<J;|R>R3(2dU^FsPM_Xtlz3s0C&;cP=({A)A5#!P}W?E3s!fefY}S4TfR;2K9X)H
zjep$D#FHhYwV%U!>=lbHK`D=d7Ap5j5D)HUyfkhVhgT%i>}9$Uf(B`a^ttT19=JW$
zpP1mzN=yk`)#6}ZpdM_c#OI^0?DgFVkryQB%%ZQ>i<eRuHwjgdrZ%bCGr!E@`oU9t
zz(F0g`*LV*$MSSog*xVbH(IRxoo_Px>x9$;2mxPoX{|WqkO65ko6#Q1_m9hxS6-u*
z?!H_0VmFAAizs0ckXAPk(`lktXO!UyVkhF9>P?@1(HnKFBxn{wfdz;1W|!An{o^!q
zKww1{%|5-qsDaWN^nO4+_Sp$cwM>>{v35r3x>HMJ6(TjjN_20Zk#v>m=O=i@$tfrL
z8V=)A_c_^U*U7Y9h#nz-*1_zNIt3V`FPWsTWtafgm_r_LsF`@|Rar-yFf*E}IM>;0
z1rIVs*b}|BuDQe-o>LPHd_Fi=Ccl}mAY|Wc)TO}tDjbCa*>ki)s8XuvEgDR%!Sf(`
zl6>cn$&+*(NEyOgQp#V29@S03RLoD0@^qgTHGj(*-L;^;6G@F47l0$ZB<B&zZU6LL
zz>I&Un_Y^>vWK8z+<gRETz!@gOi6{FQlKd(p9>JxXD64&a(940LQ%RpMafa%!5l!Y
zB&TPB!k1D_xX!5fOMl;@N<(g0j~ps5p}CJoU`K4{sS-{lQ-7qfC!}`gm9wXP|A{ph
zLvh{)Zz5y)$etx%MDcJhXN}tU*WnOSl)|T)8&Q*5s<PoW<{Am-N;~T_4OeI_jOivS
zj^*X&Do=2NRUsn%DIuJ+PSsp~=6B_loVttlg_+`k)kwW3lOaWNZJ#w~m$KD#&87w(
zO>vYO$C=CdBE0fKBd08@qROXp1vgd7C*`n)krylVJMS*yzcC8^a8(q?F0dn+oBk#^
zVPCPBqs#H*3mpUQ<>?C<lQoiK6a=#Fg{;#iA+yUXTK0(NSi7pIPv{3)+!|xRN!k;M
z4VxXyBLqVqg6cmTCfp~Ht}b_j<9#@rg3IPqW%|-1*XO`s{k22)TT?cOGjHVp7eOKV
zUJNkx)hH@H7`K?(iJ>9NZy$N44}e0%!Aq6z1L>#z=A<ObEbHtZzRA5sALHCbytDbp
zWuyR{pG!Q*RaKpaTO5eGw@ZIeB-z={?VvROO4pK&)w4H||9o!mqR_%D7=a47GW>qQ
zkhB#mo{HOH+FUq2%Go23b<+JshRIp!VhJ%q72~Js(}rHEZx`f6c^Ig3gBvdFEY!y0
zb|t5qqs8yWod$^)hWw7$Y^NyJf@2{=qiK5ZGf9qA9_EL~^Yk&*18o=;zAqgj3JC~9
z$KmSWL*D6R6-0v(>}5079vZ)qw-HfqOrbRmi@j&bL`(_@=s%1s@UuMQei!a8eH9R1
z61n50_I1c4EE1?WJBUK_{N374b1hs}`O$PO%FJrm{-~-wv3cU<1JZ*?xTUIIH-bR~
zhXc>VNhCpktJI2?@!izK$+SuF)BB`nqWc&p06S`P0*6fSw2KfQH!&44M=-irEZs$m
zQvD1PZMA38i#EH<Q=t%a&#PA!Z=;dTx$40pirbg|<q?NGzLd>eJ?#oc#=YrP?$jYO
z2bVguf?8~*`74*~ik(@mUsHx&i0)=<Cmf^Z5T|5;q$$k(HZMpLbxT#=c7r^njv4(u
zT2$y61<OVRL;4cemMWv=v^y3Dt6C^qD3V&S$_8+9iqNo(p9CzZ`M?o8B;AYj>UT>D
zasTkq&5@ojYozR6Pr5FztNEkuY+DqaK=YACe7y6qP-atA{9WAjq2s!Hu4Gv~F0L<~
ztj=Ct=|rUA7e9Z?)^32w-JO<h5>3xi*)~Q*j>Bm7rFU;IO`z5jux;l11<ygE0x(pv
zVs)&(&ppjO&saKwR*J&1eZojyjaCAy(Oa`y9+p#j(YA-g51nXwzX@--LGq(=C>fbl
zeu2?`wtZE{iZ=I~A=UkFr3^DusWnu{&^1R}JT6o3#sj8$#I#kW{89WKWU>UlsY5Rk
ziVx~Px)&bfKu{dcOnIz)%o%A~T1Mu|=1?y(SKvN0wd4$e&zv^{;1YrgMjz;uwI!fb
z*x_LnZ)Z%z>b+_5)2<FbHlP)<>H-J~?2V%COOU-VXGxDUZ3Z}J>Ms{(f6YyqBR+M5
zN#VDff9h|>G@wQAAFKQdUC*j3Rlevl{>8g>gJQ<}Y|y11@XKgLXHGvX5ynA0WSYn3
z0Aj~%6{Gn+WPt-pxgOQzC@k>2)CXw8!YBQ;U&)hm(<%efvUp*u>jh(-rjGBlyq3n9
zhEY2^dApumX1gC<GC&t7DK%i4d|5|K$3lTu2+$=pMK=ioTLw-)Ip+4j6E1#twaK7r
zofYjhdeD9x9lJkWi3olRXzZ(H<L$NPlrpD{+62s`IOAsH3|SR}jo8$7r*aMxd%kh;
zR1YA^E1M^BdKaG`9d6>^PYVcdQhu%@_Ut5^XPpaHq8JN9S!pk4PJsyzwi<;KKWD)n
z9hK*?4As=8O5+ffJ44B#J9gBUm|>rkOU^0`z5A*GpZ6n*1LQ7?HlwU3I<pJNWDSRA
z!(Zfd5ZAQ4?F-*u$tZwCDK-~2GoqXw_2L`gRmNUuq)$+IQmO&PVM?tKM|*;3F({P+
z8}w<PSu<AJALUj(5lf1Ke>Jv6Z?w7=5&VJEJ*swUHu;fU*&9p&h+_IWM)BK@D5riD
z<uuRJOGa^<#7u4)q!hGM3#oU(akG}aX9qQ3z%iT`XZ?3Yd*mN26i$jAEN#s#N1x5O
z!|0oN*!+^H`ksHf$yBkh{dtEFh=Ki=Ni-nF>)VF@e=}8yFS^Yq*d9(T(|(8(_wZhl
zd^nUi0ew(ihL~<Ttki(dqk)pF(glgVj9Ao9$9;?OGLtIz?~=oat50{-EE6qtz>zUD
zopoFmvWW5qyGi-0?7QdnE)2~XI!jX&q};{UD}6yYhT2Kq;V&aZ8k!N&wzP6$a<tht
z_nzz#S{u6;S>WQ=-E})nR9*E-=Rkv;P@&qwz*_ZThfY(ZRyYjv`C8NHsrCX!?|Yvo
z&vF{&U9wqU_!i$M4l)6oKYb9w8sa*JBF#RWSi?z{v$I?m#hyee(de+8qoU)#O1;@{
zJfd`EBZEe3xMiPLYJ@P)-i_Al=~wpk#iyoqEl2L)iRgjV%gg!_vS%pD)!a-$Ie1@+
z3S|$M9wR1OOHpNiLt0+yw9Iz^c$3=9mSx7(Dq;(ryvC3Cy!u6XfS6M(>Z(xo(|t68
zQWREm^@D_aTT0RS7|G!=O;u~dbY0bkX?=3O$QuLVpuV2H$6=v-k0`Sv)1+d0-_OC&
zTor>rMAn-<47j}-j~qC?w<4TWTn7WSlKi!#bEU_|jV%=yQt>Q|)eM5EQT>$jl<8nf
zLCd7?nKCHbu=&{mC#rV!vbdk?X$7nBq{SZ#!hgQV1iufW9as<Aw3GG-cr>^s?W!Eo
zhv*B3s!V4}B-Rs@XIkorrDiZS9CaCoCDx8|szu^kdSX|#uI935gs<?nb!YKSJ?k?3
z5ee1FQq1HBM{#;LayC|~lx5Og9{3FE3_32j*W~FgKA%w^UOgWRsZ7O@CTu7THknBx
z5eQiM3Z7!>iu43TF22m@Ll!dfsBa21S4LgR@J2TvTDEYh*jV58GB#^`crRIjgm6ZI
zN$4ccy?8KlpP;vga{-AeggznGONfLhUK6?^*tSU<`y7)|>(pLTTX>B9q>zI7-UR}`
z=!o;s;G)^o;JnwoQWAEX0&S3ZvYb|Ia*-1QI)^)}F-8R*O4?DRf|(b-h_#RFlo<=>
zgvEof);o2KYQ7oynwmrc({2F-dxr7`?J!OcQ#w}2mMd!s7M+mbU;7cx>%oLc;eE40
z*u`J@1pCEhBnJ!6X?2vKtZ|7rbd&zh!}S5{)0DH8$9ICY!*sE<559>3%G_)Z(XGBl
zc{hGQD*4Rp7g?Wv2ahTa6h{_Dz6iqzSL-}Hp)x+vIV?=Mxtpq16<qg%GU*Eg!GZGN
zTL9|1*agUowMMyQ=B4Qyhy5Z#nOE<-UR%g7_|OrSZO*g7VyM;5@vZVa^3xBKy1P)F
zxTw9EN7O?8fKQP$5wBD`*Z{<ceW>M2O5u!iwm!{k`kZ$ruS@>Hjtv&&k-N-3LeErP
zs1=&|>e)7IUTtr=vi=#4z-J03ezvqM%hi27l~S*WPdg*Qv8%G|j~KKoiwM=lF^~sp
z?J{Q>_^eg~1IQk_r&TEMiD!1aO?M!XNLzN+^N3{(>xrxA!_NubreuckWh)-+$Cbq+
zj<cF4cn3O7mDW2jJ2G<P;f5TXy#leyA>^SpXXe}EgUJv94@>eNV`evEOrk$eaxQZe
zQIw%oWo<fq1jq_)%&=%GvZN3bQcNIuBQ<IkJzX>$VAYRU=M7)?Ox#MEu@yxz8?FKU
zq8FR(89LU;>u*9C>gT?X(>9&T@F6AjsmR1B4k{>uW>S1-hF?JLqN+!oHW_fpY$zo~
zs?m*tQ6tArY)M^@<GK#%6VSC;A+J0pt0}`m`zE~Pjkmk=r%6E`O3F@~F+J8@9ToBJ
z1!6@wm}2CG`<sziFC+_ho~(>VMG!diwfdUTE(Y+Y!Bthj#B{IBM3cmbKPb5LibrK&
zSrlFsrqmiu{%|ggDJAO3B*D2S&Hk=xG3CRce<8g)jz|S=lJ3sZNq1Ykas&3>Qd=tM
z?!mhcBQi;n2WC#$1zlYpNOxC}9udQ5F2OoB^D{ci>T{ld8<@m2d0<DrLQ?IjDT;0l
zb2P&Itq;W}<%}!U8Pydlb$ba<wiJnbb%~SyX~-1)j9HcXwpILW<azylFX%0e0`=Ad
z^kK^m^`1%A9LkT-=4ae>$StP%T(}-(TMgVpf?p=xGn<(@TwE$<^YF86@*>{fcTmPI
zlPzKfZ#3#{QGlxh0ytMXRjd3A5YZnVTRwQ&Sn{las<v-_?xMT5<eeRtdpU{kt~5iO
zCz~!+5wl?r=$jW?uiR+xbh@xJ3~`zLSiZF-W~WXXL~#~CI*?sQW$~@*q_O5{d{noB
zyvMO!nPL?^!@Kn7NHA`=cCz(jEQf1Ng8m)an22z}O+$j&5Xo7-JK@yBpC@~dtkhWR
zG!mN?+?8uAyrq^6rpz7Y`At`%<qE!?j*Z3U=Le<IB}GJi!W3o8CA;6<e_^0!2_9?-
z%K+aOqP|KV<u=(~Q_8)<KEq<do$*sSlgj9C4iY;;!eDl)=DGabo@DHoK1jZ03Oaq2
z;eG|L^4X{4S4Vu~UauW7h>h{j^{Rd<7%4hgf`M|{24J8xSkFjXz`~J4?b;)=fEY+v
z*%{OUKzR#WZCfx2J@i}FU~^lN>$R@rp@+dX7IxOUU>j)FNzU3rR{?CR29y&LApwe;
zL7NjG0V;wWZK2l-JKBmW+%&=T<5Cd|XfsSV3uFO!cmO~_=svV%8<Lx%)%780KW>7D
z|5ZY7$YQ>QET+HH#r%JPuA9~F|C3$JztHtleDyyd*dGGD;S<X>3*`Tko}1@q-W>ZO
zKbC6(uLTL!k^cdD{-$U*bg|yta{f2Et{)!oGhM6<|NC^^BEOqu<NkxL|5^Fn#xJ&O
zR{TwlH+S;?Oc&cv>)ZV=$q~fx9W4F>A8sb$|4bN&;iqZ&{{xi$tnna*Kh@|j#QI)*
z|4)+sSRwF#M(O{9B*t5`{rf2EXOjMs9u$<Jcu#Tz_%<X!Nh3WQ5;eegQ)c@9af5C0
z0Oo5|ln2~cusq<#V4xr058kMQJm5R?uRp)*wmJ!vFLqF92hsn8;nx)Y1Od?RXxnO=
zS{VF6#GhjR1M~m$`+vC)pp3Q|7%0yKRFnsb>p}g6k*yO@R!*7(1XPeFp?^xx@R#EN
z{RBKxU~>aoLlO|w+DJ%vcx-H~!P;hkYae(0W@I2?WG2xA0iYW<``28cC($(n2taH4
z;?g9x)^=b3P#O9~08kA2T>wx(PLKoy01Byr0Q6A*CIS=`6oKx_LFFw;LI*t~Xklt+
zW^Mz$1WJ*(5D8_f7t8?!0^!mVo1Jw(7?)}K7VW&bs;5ie+=7gN42O!uMRK~)(JLKi
zTY0z*7sFjxghfo?4uKfMklY0bi(k9LA7uYv(rp82sOP$+e@qM{OrY!jK{u{D2Hm;6
ze@r+1V}g?ZU-ysc&;EJhaFOir?RZ^sbCDcCuHVqt)d=)GjH9Ne>5FwA3rFq_%!6Ay
z!}yne0{;*e^!d!UbOt)p1v;?>+L@avFZ9<tw|545-wsq*3@rbmGYrgs2&)Hf=J0d|
zuKZwUr<x1vQrq9h3m)Q$cp~EDP2{09bMb_`u)yjHk^}P^>DK<-ggHM{UY-eX6Hxr6
znm2LJkF)#$(2dan<r&xj->nF`$^5;0^3Y8N0K*MF1LZ;N0ML!~K{puzpc|`!Zqfrl
z*BpR;7b?FS5kof_*#V3{zRSo0V7!SEphp?L>$v=1wA=(c|0ONVi~!~zzsgJxVE*x|
z|NT$>go^*r+uMHOFIsN`jz741JG)qz04#swHp?|1eq8lKw;1Tze$_2HCN>gi_`-0l
zTsL71J;_ZMuaEzV1uXQ}>IG%Pe{U-+^gq-q4gY=%eM1wy*9O`Cp<g`$1OPeyNNllv
zb>afqwmfgRoVl9qWPg7}?Edi>(%?P~Y1nUZBRY8%S9Cc8@q<`wK^h$0KRZuMoQttU
zqx#n2=u|$?)@p(U{1aBNUW@8KSpZ^Zznuk8bhu%`50v-~3$B6UU$TG+^n(Sd;xM93
zuua5BsK}_Iul)v4vxh$7Sa@AsLM9p@<2y}Hd9aZ~pB3?Yo=6^)V`1}KzFfJl|9VD4
z5W61{ay|p8@}1sZzmJFPi>*^^f?!DUPlk9C3;s^M|5O;D{GU4gm&URFgUYh90$6WC
z0igWv8@P$B{!5kpiGqJ&z-+hpId<k>WlK-O%1i=vfKcs*Zd@zGP3(D_pJTm&PUzak
z|GjRr{sEl@QLrMAJvft!hAZNROUU<sevpP^h~GBE{pO!jad&7}o!<pJv*v6aWZNC$
zK6}CH0D)9O+>bZ7-Ot^%R~P8jLmM4KW?mz~yuKA+*?xT(7zm0@zc>s=RuU+vveVyq
zjB8;+jrtnGpvQl;X(*&zEA+qVHv`)bh0ee5&T77Pd4GS!j-E0Tle!$YG{V8~-QJg<
zl<W`Z#{zBkhreh2?%}RUzv;#=kpSDT00)BJz<L`mpmEN3UO+c~&x`9Q=U?)I@rMq;
z@0rvej}?C%wV3gpoj`SW^+k1Y)ZQ*WI-h89*@6DOJa5^#xV%t<XcVW47kz9#Rx_zL
z%PiKuJKyBvD}(Y+C<dkc7Zm%6Pd9PucP`z|C-$G>(A)U@$F<j=P%HU`&+ONJ`0prs
zi={D=KuP(|<{vcOXe;9_8pi?+PsB*rSpS8kv0QigI-)Ezf|w9PwQUbqm^jp2jf78K
zo9;o2CcGyTys_%a6O!6>NzMLQw`hna@d)JdBJK)u1o5jn-#nhiaoOPhC<w@*ccC#R
zHs`Og2<@W&M@wVBB{chq>o)_%KR9<Q*M1tF{o#H=w}f_d&}0+K^}lO?`mXXf=nFmm
ztEIBu@QoE}um5$V%K8W2Qfl}ZI<1nuiI5Wb4!ynzfuu=h_)hp)2T;|H<^cnn+b!F#
zcwJ^@wvXNSjNe00h#^~-kjvQ?$jtE-6u)Mm{u$!F1)b^aceOnOnI_<cI_0gaWQS3*
zltn=3%Vg+Tm<M-mwR9*h|Dr*xe_1-{CZ_u>Gk*np26~oXO`Q%3^?yhEYm|W=zlE9K
z;r?GS^M|R^v<PhP8H@56a|Du7<BcDm?;KV^8mb^IN06PXamY*+^5ta+1hv;Qc&6&?
zc>B_nx8Z_y8&Y))DZU)JV7+wMJcn#Tb}kz(cq<!rH{H%5vk+Iv@w($b`E&MLaQ|m*
zyjIpf-nVMwuUN|f4ZwfFN~qRBHT%1}{GsAEUh`IMWV?w4uf67ft&MDd#DZFav!8P0
z`Ea)QQ-Yf=8+JC2uFicgp(=Om?zcS!sdm5c4g5$1K{<vvT)6BULoVN+XLmrRKeZ4e
z9&evdL5^n^K*`XvmXOO3Kgc;$K_TZCPa!kv?@6OGJP_Qk{t-=Y@ftsK^7|n1J1=kJ
zB#8d{+~45v=LWuenBO&U3m!w|`>QP2NuYzh>)(UY@nhHrqQ54ej{O#O{yy-7e&Jt;
z<Ij;_%8aI@By#3^WJ%3tRn6gsl!k)_<V&}Dw+6^?0~BmiuK)aa9T7t}pb)TqxqW#>
zd;~cn-k#Z<ZJ4p}`#4Q(VKE8A2X`w9faq^=BtLWRdz|t+&ix*fZ${JKFTdTBf#`n)
zWzbI)+zgq1-@q+M#(o<R{V&Qcr_pp~a}ye1v}_)qqgotq@624y>_CG~XxMqY4VBf-
z4D`><>z+IGLlpwie6RU_r$G{O&t3KEo#$0~alMgcd3nP>j_W~Cu>GCV-;@b{&$wFv
z>}MB1e|`Rs_w9D~D};fdnX6yS26_yNU(h5Tw3Q#B{!RK4di)k201bMf*^++~h_EvL
z2t;ZJu7-J`{5(A#cOU=9IO4m-{tYkKZW)I|;TVbn-vfagxWBGML0JMl{wv+=P>RK%
z=l_MRvtP6OI)F+kc4VqLKR&UjhiD&HRh_tgIOj=ruL|WNKOc2L^qTc6754IKvQ%Xv
zASqVA`$gSg)LC<QnD4y2xFIuh*z?l4843`C|7hhmS((4}_h(7}$i{t_^{tWy-2#w5
zS?SH#^0%r2E#Uo5TW@mdzi;68Kyx$l_<aMv2b!Dg!tWcn1!#WeA~clz<NANVx|^KY
z-{kNU7jN>~e>8Ec7#Ob4{-%NJF8=Ypy@6Zg2ptmqVzI2(ivC^kZ!{jN_}5<UwxQ~^
z#zXb~-}pF|KXNZMugO)7p!WLDuL{WaOJ+!MosoOxJA6qm_)%^6Vr{y01VI!m9M22-
zVy#m6!+$pPn|$Rz^Xq0n@q2##q;<FEM}N+_+?tcTJrfE7u>qj}p)9@5kp4C;`n}Tg
zqZ9u}$x6^oVdj<={>*VgVdzIL|7SbBDPdjLF@?Z3y4FUPwiedF>)o5uhk~fMl$;!`
zqLCTchECqXOxxT|_vWksv}&(L2ZBBjosI!I_6N~Jk(Hf+NgXI+s%>CH!UO>F+vr}G
z?x6>v)d_7&F|d(=;g8+xU%EbbeJQly0j<p#>GGQ!m_jT50HA^`*i4B8!~%5?(ndBm
zM&<^}Mtax96nc8-SwTZ>YiQY@8fXc&HnPwI3PEcjazJe$7-$4E1=<4bfX<Jh^${rj
zB1WcQMv@yy`zihWGsG#_>DXRRMY!ewNDv6Uz!nVcyD4<)fe={NLJ$0BY2c<%18wC;
zhQu)e9N{9RpiI!Q4e$K<?Ohpja~w~zXaLpzn_ZtcTt6K}a(^zpxhEk3iLU&}k(JT%
z)R=4^7Sw&|;2-;V!V8b4q1Xk0zqSfh-q%HNp>T<zj{Q{Qe5zYz-hDOdPPKf@y}W;U
z<+l9og&d6UJe%vqx75~!1-o1ZAH_0K;ml5@cZ+Ap+r?pQ_?V4FC<{lHWbX|$EwB!R
z?j2}%)}Rj+@%5;^APF{EBiyC2GfI5|DNy>rLPtTSKUI4O*=%iZYkOlO0V(u9mSiq{
zmFWm*pnli&+}KAkcZx1}dC0oviE;uE_&j;YzifXm!|6(Qb<BE|-O5wysY3qqwz-O3
z&>USnYX{}0hwQ?5yZG<t$e$;$Jxh4h3k)~FzH0E)9<{Ewb+`6ZYDZ?#85MtWC$L?o
z<hX=sgZ^DGVH;1gl2+3zU@^%C5=($ZQ~jN07==cGZ@Z04DVzKq8u)@^dTgCVc&%fb
z)ZtIfm<*I~yAIHTG?c9Fh9`vb$*_ogY2!v5nq+7aPP41bU*{nY3;nhs3A#&$f7g^+
zzEM-x%{!6^?gLvL(PoD1Rupwe<3nmI+U<A2D!wMK$oJ5qP<yrnLYiIjs9^P*3*>X3
z(2CX*x9_HOOguQboG|iM$H0q&pS&NCHL)xr;`#;gTrp8iTt>kABM0ne?K69AMFZ4x
zqcDmGL^8scZ!F{1e0Q@->y^U8*S}Enk-uW++8^>-{hB<>coL}d^sui<lwfO7NickE
z$=R+IL(&9(QuHZ>mvH6ltOdbMx_MqM`pzQc<^J|6eiX0C(geb~QW@%y*h&G0k-;^z
z5^0jidic#w=+izA)M7M+5E^_8Rxp^vk4J1rj#}6q>&()&KX$Bpq0TbvOKtWgPI44`
zEb}bZ+O@Jqnd#%mJ|%>)6ouZw>NA+C%{e-tRo<k6PKdCg^x&{(XmUd!j8SFVH8kOq
z2YObK2CYycq|tRg$1cbZQjH^X*<~E+AtFLYzxkATYiSwtE#Qqu7V=ZlfJdP)9B-#e
z7AQQ=ity@bU*LT^eV%xqYsa^tY;vZU^#T<i7yp&iBZ>e7S?#J4UF<PQ?=;f=hxi-!
zygIuG6H&9V<dEZK6oA7d;fDEUIq0f1c{ES-jq(;UX1T=aBGvMq3_mZfEy_yu&Cr;f
zGsoaWpcr6nKg;s<0dKbXINP8FvFX~n(g`SQIKrU5R^Qkw>PC53io;S?ooMhuXt%(7
zi6s*dl#*GL{;{kGQ{<omPbQF!?Dg)_p7(wRT5MfoYE~CZ0~oH46{$4THw*ei+I)HT
z3fL`;Y!|+X{D(fJLrX4?QS6mjb&=y^MelKugbht*6t?E>9RY<DvCh0E?&fH7$K-C&
zw@8IE-pMItkgBN_GneOM*q-cUZrHe2<$Gr&-%P|YU?HwCX`M=6^!=+P>w8p`aGd<Q
zz0!VFmy&AUo7+++5vP3T`Fv-0ziNy;8@VekiyuLuN&`dx_OWF7-kq*GKArSjz%=RD
zOylX<{rbU#ln{Ct2y1P;b%<*nu;+?f^_(f8zeF6>Xw62%q7;v;0&5}z2@Jyqw!=RU
z_<-)hK+d{x&h~7bdUbQ%iVfc+-Z);Exv+w+IM&uFLD`}@(x{od(TpqaeWX~R1P<;+
zWQOgVh-}x0d2R(BZH4x>IV-liE*wuo!Y*G=*hc$Wn+TVPx8%?SkUA+bGmsj?SvpS!
z3Q(RRwu_olJA5--v{8Nbf<#$^#uoKZ(;5}?fL17#0)=JDL!PkpTdB{Y7hO{mGPai>
z{RYsUz*F_tT<7(O;(O2oVr2Sr1;n3H2ETPv0@CtQ{4zhgssA^e6hBZ9C<+t@N&#hn
z3P44umokL<DKnrs&;n=)w7K?I|KY7}LWRHF^iKn?f8ndHgPH&ERnJWn6_l|)k}f3a
zn#8g=Ffa*63|1bc9x@mDRCec`<j~1a?>#IQ@`porYW*ONG&}428V>1AXk^Fhhj4f9
zJS%v<%Re!sWKzdb6zkKMH{eGYZExrNwEiL{zON^axNP{+YJ}az{e0SD`_lC;4U;!I
z5?s&l)IE@zjxt4VKx8J6(lEd}(5pkX6z#6P3R2z6&iXz=$YJ~Yb)juKweZK3RK#R&
z8_2RmAE)xkjX&@oHUv=QU3fCI*?hX^lB8K-d<c;l78MqLe1v=Dl0KUC<oO~tt<oNl
zBU3e<P97_|KFfb8eaLvIF5p!KznWZLXK%N{68wO?^-z~U8%mUF=8&;%z;ar$vgwN|
zbJv1ALrtgLxhmlER^zmXpa3|qTMb9m0>pwk0KLQX@o=k%NmM30XSd>;Me(`->NR0w
z_(K#-(ZbB6thro5Mf8e5=U|Df=`@Wr`JCun?3@<?v#Y5Bxlh(SwbE1McN983LS34L
zX6wIP$SFlqa!4=tvwl&aMhtXk_A7zAI0GGh)V!!doDF(cFH$KHBq13)=8tQp!5>b_
zFemMtf7n@^Kqp{1wO&8weK}c7<hp8F)oA|#$1et>cuHqlwU=sTOxxDi6f^3JHu5<s
zpS*0TECL+zW4BKl(e)MIB#S&Q7j^}iqN`r)vQ(8eM?Rw(im>JFVjG;^wsMLeUmVbT
z<A1Uek<T^0<fRoR@aAinHO~5*i4d&940(YEt5h-T*jAJrL51+d=dJKf9s7C{A9kqg
z1gu+!RA&&X8`=_{F0Y}Hk3Pv|9+d*TqOSP5;ejR<oX(hC%O&{Qz<IE4ApxB~Xeb8j
ze%F5LK^6eDM@xrq#z1p2Jd@>Py@EZ)bLI?u#Y*ysLI0DuBR6}&2AHh}+k~W6CG6;1
zsOw5r3{U6kqJ*Sc9U$U*<gYeSC$|@s-s)ZL(U`MSjn~=OOkX8gCBC%jvjr5*6U%&7
zkKQF8yBl@oBiC@!@%Si2VYcV-y9)79b2w#H*^`O-!s+&}B1zi-ZoI<7;S(Czckf<}
zzOCUjeAc`sJc;k@jQ$~bSL#DGKFHZ|JT1g_&-D4p*DMiT*2#_yhSv1<r%70LJJKp9
zvC!vlVZ$^v!v{!*DWWHeiE`Ry1qjOB(~mwCJNwGyKq<tZ;q1_VG}Xo2=+hYI5zQ-B
zy*FId<-#XqX>qouS)6LqU8yb{M)KC9m9NjRKj;kQ0V!qOM>5Gy#<FGG?ci<%WLG?h
zS~ce=RZ&jMsQ4V>STXIK$$rL#J)5q%cC@7GT6`+}&aS>o)~ga25MgnLexQv`yD9ll
zqM=QF1%Rhnj~kEYi*7QE6w%o`?{I_8^oa&1QcxW^yV@1AH4FJVpg>$C_g)zG962nu
zXjVgllUGXuy{nC_eskyRAcCcHECWcwLsWF8M_S4eV&d)i>}?i;cNYj~lbC~)07L3+
z3pAT2t!@Q+#fIeT_1vKdu?U$oHp%w*LfSG%ZQXE}J40Xr=}xKMN9Ms?WJc%vyBNx|
zGzW&`n$0g!AnEch%EGVJF^cWqXa@_aBO7pZ8Z0Q>E35T=f-$yITicb_;%CCQ2It~c
zc#n~AYj3aJ3++8sh6okPM;BT_x7Eg-)L?lz$ueZ-TpBx<XpOA(!i~y49gM1?M00a9
z(;XOn9o0s)kzS0U*^TY|)u5BJdC8H!cPRCYkCt;nm_>W*zfcjnH@G|7^Hrp(EuDWZ
z5=ubblGykVT0rGMfiVC}sQdc!(UL{9%_@@pc;RlJJ5bU(e*loI8}8xO#|<%lX}-#-
z!oU!ir=AypE}ABuXXh`KQ!))N{hDejnBY{0)N`}1%Mmg8{ZZ-(nY}Fi%$pO^s-Ut4
zIKN<hOkMzXe<u*V&n$(?gu8;s@BN+_?t+#%8BNfTh|PO0NkjB=SIA7ZzMcZ3jcam~
zaLm_`MO4FJV;9|173<Jf&)7Ey@t<%Mdwl{MPOo=cZ^QS1t!1q~TeE*YHv5P}1+nc=
zr?}@a!AFEoMBGk}-vpLD&!n7u)7*J}WV6xF4+=FlKYqn#6IgxvTx;t+d5k&thILmS
zO=8q@d$7EWZ!Q93mFe@oyfvzn%8z}|{bJ9Ft(RAo5v-qn4mwJ}4_BG6r4Vsp7dwtW
z=LwG}IrnP1%Qb|0?hCsRhB#M)h<}R58?lliS0IfZ8&)?x@I_<hZhsP%LS+IYnSbSk
zJsf=JmS9~RLE#QOCEQT8P;7=`bMbg7!`rO<0>}%8k&>&@EgdJE^HgvKSEDu6^E<mG
z6Rp;~3Aj2K*pDbU;#8EBbjxtbHndEcYC(((Qw=lfIAO43?XYd|#)3~bJVvt6#SJI1
zyKK&#qv(by2_xrN2TCi={cHG|`}M#FFv=urX|Xu&^&RVhhF-yV?wBEZM1&4Oq7M#w
zdy}u?4(=VF*qsJQ)+ksKX~y6rax$lWCVp41xx($pgmT=!C`18}Sj_Z>IXCueqfLsZ
z;&dd^8SO6%H|FRbW}!1+_@r(QtK%DFSTwBb$JFzj<cp%(6Be_Y+B76fjoIBdTBFkD
zned6ZhjFCHHqtAHjJd2bL4=#@5z;aNkDlpHjWvo*AZp}dUoIJJ@KVCHUh#>=VN-w7
zq4RvpqNd0EJ|O#oI`3;g3M>6OPY4n~-Pimn-0>HgQt@)fD0}O8A#Ph#G~07=>TmnD
zI5hx%C#;Lkbkawmjrt~Sv=v-~Dnwo2J%rS`2a`LMpAqfO3W%oijz+a4zhJjuU0mQi
z;idX^_>}Sl>GA`AMcpL7*O@}#W5GT`{!mj8715HK=A7VTz!D2iiyjWYS6xL-O_fWj
zF3ygk@|}jH59gHQruUj2Ki*IEcD6z6(eC#~p!DO&zVq4Mm~8PSkA)+O=qpU(jNMc(
zfG}WK1}7ri)t@WU0j%(9t?5KBR$FN(`u<o-iBS8u_l_2lL;KVED9#h9F!AUl;&+_C
zrK+K#R!2XrAF4S(3pm5>HBgPZEo}TFbpu^D`_G&Hewm^BPw9<k;)23rB0u6r0Si+-
zHxS$3BS%K)#3ayl35A`7{+9H{^}MW~(i_*if2KE}m;PgV16sWMU3x>`2xwsr2HHAU
z0BsGe!C;_1^v(yMzL7l`Xk+9Ev;o_L&4Jh9<#ht&dw?l_6JjbulOei5J!q(@4>Y(5
zH%*|4kv~FC>+eA)(BVJA&hPV{|B5?r_J3rO{zc$<otOMM@N`vnQdC&3<VCaT%T>+G
z$R&x>q7{2ToZ44qM`Xn(M1w-2OTs50&}`b-x<SS0P0B}dF9iw7|23KM(DFe+q4K(!
znMFnY(D3=VYTY!?$?mlCjK_q_w(54_v8GZV&kVcE_KYpu;E7cvAIXF5J+%g_?kskG
zD~Z^ndOI57a<^IQt7fS_g+^)Oj$X?q;yGdsZYNCga#@Fn+NQwA-(JDmMm)y$;B(2a
zs+UMieG?c(<#Ouw5a(hmf!zjj`negCR>@IV|H7@!#7hbvJAP$R&@H3uAx(w+yO;})
z5oh^AxmIDPHX4RO>q2EA+wv!I4Q8_50`I<6JeEPrh7K$1UyU@ZA6|LFBVW!(hCNn&
z&lkn;=xeuTMYBoW2#SjB%YZ$1%@pb`gY)rL>gVMU=L%E7AWHiPC88LDDo%<{AgMH3
z>U|9k^Reb*Y&s2rXWP##6gYDMiZB&nak9N>_Rr#}EsPl};>QJgvplJJjnNL#Dxy@S
zHdEipxu;Yrxa1NJa&#rD%1CEMMshBSyvbpG3_8SOj_-MgC+j0O0&fD3=?QH2394Hu
z9bD``8JoxVzN-zlDIE=Zl=V8XeaoOub7EI@2Cm8bIYyuCBt6KcKT>=|1NGHqZT{rY
z+}R<1{LG1C>4e@PZQ}aQtA)XGR0Wx;j$+$9G42fnqd6fCH*lOlQe(g%D6EcA$>}V6
z<Uo=g-iv5(nCr22;)##%DS5-}gYoX*48}C`a%GE`29%3<TXzN!jRZz!aTdIp>r*P4
z%;U8j(-jhAMbibP&$aFjTiZKezGWu!Ds@7bx>M$d(3~K}CteC)krD?m7|5*Ea1cx7
zR95Opdl;F=`U!bI^vY6+G~dHdMn3~ar;V5I3dpAE?`5RC^~l=N+(C!X9Gf429x8(g
z@JtANFh8a0Op@L2{piIjUw*W)B`<v?<Qf#ptU)=yT9sl@PR574yl_nJa#qf~%_Q~1
zwJG_8juf2B)aqCArk3<y+p?e|4IlKS-K1_>d*8gfI^=0hh(Wa2p>}@zhS(%AtIc#U
z9&D749@C<i1bQVk9%zQl5R?vs@w+oJ^}Xd<!!7}zru?~w=2q%U7B?PoxgJSzAxmDZ
zAx99qO}atyn9})Ix-j)BY-mq03|a(YHt$j-$Oj33w3uH#NhCICQhdPcE*^Ifw~ro}
zDf)0O|1G~Gdr~yk2U?QNyC;plzNz@~3}FQ!3LBH&A=+gv01x1kc|U8Eq_wtelY~sx
zE|st?5uY!8-dO7<VkVQ^2`S*Mh388ta#$9+&9bzGss3&AN{-qVxhn)oS2f!f*qjB+
zpT#N};OT{ftfgZSTve^}K=36lOb~=e52`fk#=jOt4M|w>2p%PC)7qj8$W&P%Rv*G%
zh%op?2U->QR;D^njq%x&hoNPr^QmLq2}bBo=*jB}5;?%_KBZ6NH$N6jE`IAGl}^jd
zT$PVBhtAY<nb59S?$M@<d*P|pt^4G1W5<M0?*+cPZ@qRAo0h1jy}NT7DUY(x#h0U^
z*3{NOmE$j;p9oEPTG6jcx%(Dq_7j_hY^(Ni@W0P0TM*IZU?5W$mw5hq{`De^(HV>z
z_UD#aHgtVmV*j%ZRo7$i>h6;M#5bqRfy5pxQKn3eZ!O)E-n4Kw#1VE+;Ae6ljkq_x
z#0;qk6A)Plc~sVmSgP`@0ZTOw2QnvxU)$0wwPY$5=mt|lf7KnW$J@`$s}uctbU_`E
z+X;E9;EfBSd0(zHQk<6A%i>~Jwj8QUl@vggfA{V@#wIt%<Asp9ZK910-?q)WeSW4C
z#to0i2!zvHeFuwz=En$69aN|@Z6Il!5nnK7@QsllO-ZXP1-cf0R<_aFOSkDro_c3&
z;xl?5xvh;pcXok&&=(K&Ikm(<prWvg3Sm-vki5!3Tm8l$+tf$OLZznK+_Y8qbB!l?
zqS|rg>OKWxsUCIrskN}QH6IG;0AoB+#f1+~@_au=P2`Z};DJEJk@;wW5AD_Lw(F61
z<2fh_U5rOk!G`AJ;oe?WsfgiKkB(A4>dSSh;3zvviE-<~pp+vQy&ha-G=GD`t1nmm
z^+BAd;n<cI3l?tPS2L_FF5DOQi+UDomx>T1gGn1ms7A;^>w9lITWM6w6Q^Vhjw@b&
z1gm*gXd8<Ma8aStX~VV@J(xuz`TSy~v$95g?$in!{S<zyzyGoZi#q@h^Q~9}=t(?R
z@z<u4XdL4&04#fupxGrMW)!>MlW-Bc#2WaLDLS)y`De#kFGV|fVx1-Zg=~*$OOx*s
zI1#+m?vGHCd&yK)mukW5jr$EH38X27S)Wp^xMj90e1S#gETht*2!592ILFXXW5v8{
zA62e0k;5Btl*%FD>-kJiu)R=E=^);!j$H$T-E72*&C-k4jq_ljg)qCGLTwebziT46
zf;l-7g^0&10i4K!YJH&<Sie2TWZQ2kHPp_NwtG(I(z@U;Nf*1D$}j#gP+${Qdhs1g
z-NWJj1;9Hi{oPoRu@6qGC8UT9GF<1WCFl3U(D`Jx8cwF%yYYosk10}jJLv$ftjQb9
zF(d8|6Tr~LlEk>?^p>La6w|w(=z)NMI$dLsq~lS&Z(n2iOP=^f^$!0n`w>NTM`t>P
z>8D1+F9s_nR1oRbeB~H`Aq6t#PJSsX2BBOI9tJx;I3E;ZUaFfX-C2C3@HMsHQPTQe
zSOUBo=eyHGpDXmImqKG%{P#@D8CJiwe`%u1MaR^b&7hM8FGl4&eEv{ru?p`g-o%6R
z%U*o<%O|xn$C0-C&!RBwN(s&SlHMul8kc1}?hSv2-Od5grVwI*cRxnQ_FuB26_ZS6
zi8e?Vv(LDI*oEtJmY}s>Y4V_}6}+E!UFggS*?1#9f%(Lv59E2N+gc1z!l)oXu?b)d
z{n(@EC79ZAshVDv)$3F~<ctnLe}A|Am~vV~3W@j2m*ah7J40^Hxz8zflmikP(hUv_
zwE0q4X<5ZpQ6AJ6+XDWU{bUo>E;@=z^2#qoP;zO?-f?gz+xs=tOJgU7(nxm&b*s3>
z_yCe#`F{R3^jgb*8$v_c=29##cn*BSQO)fC9Cg;OXZR|o&OwIgJWn>QB;ykbIP(!|
zRLNDw!>5<@d|MX86vMDF+bl5qZvxQmxxEaN)b&DPmn0Z*7pUv3O9kKRag3peXc*@R
zb3b8?9Yc!M`3ju1c4}=3KJoDA3--9GF0z~+>gV*$uE?I4q~V9Dp|{FgA&u_KZEbxS
zDM3l~n3FTYu%?79)3e+FAWj|OG`HHVtX(B6IH9eRav;-Og%(WyaHGTs()7IUi2d^?
z^0lpk;2zmAp`hS?a9@A~Z64n{&!vR@*eUi)xc47<-C@m91&B>KpSG1j4mu(p%h(Rj
zx929wBFJWTB!t>_6~3t~G{p}|D3}0nQdw0eo*N)J6=5HbuuGU@G)Ol*leu6i@D~%~
zMJ8iY>`wUno+ZT+E1AR>n>g86(Me>@6gy+*A);aI#|;2uvYJG!@Um9}(OPLzgTx01
zruP8Z@_T%+lIkh<H89dEMCQW@N)NQD%Bp)_`0yC8Bf?rNp!y8Yzu9<J`#`{l%sn01
zGG~Wc9Tme*rey)$zO`u|u!}|K*q%)B>Z!;%L+S92=;fN8Qgqfx8tFT-10v(nX&@!m
zMZRxM^hgFivTM2`u0Ek>864S5%!ct3y>a;$cGV}v>5buD2c4!}^mx1RC(;h)+|#*W
z4rF7-Fw;oBueCuZo+b5uk;_r3j8DD<P3@8;DZPKpnqrEo*V*-)kP_1wQCG;RZOQlp
zV%((rRbl3=KD^1Ycm#N!CBhK5hj&~-(qUPx^ce%gita<=wX`w?fK}E<&$YpGBL|yt
zIf_!HsH2BvC<P-7^{1jJtY=Y~br$XU6;(ab>~Ebai1K9Lc02<-&Nrkb1>?~Tge!+n
ztRa3R!<ZywlJbZL?ntL5`kp3KRn(=WWe&E0d~MwT*p693dlG0lnRS2yTx$LDuQ5I4
z)eWq8?hA5c9G|RbcH0{pF09adU-@&3?c9&yM{0g-@kTn!)6=uXsgsO0yPw8KbqSac
z)KPx&vfe>DLvX;MwD+q@yqa#YM9*`0a88h!ahbik*|T%WVUVNF##K3vbTtEWa7q`X
zr%6p&W};8?-HRiZ>}0{qoT>4FY!hqjOV6r=2l<#r2y{A8xrJ2klQ<5+5f5D=Vy7Y8
zVwyxPJ2=6g`3JX~C`WWo5^LH)nmx0zCJV9Ml3KA9C0PNO+@&l-(IYNL!xY;Dm`!5o
zJXu<%v3uxg(YkG!udHmibA?Q06Iry%nVJnlcQf_F>jHy@xK!G$9a5e+sTB)3DQt}f
zSEkEVm{QSlhzgw0Cib<Tj%kHR@6ZHmHYx#Jb5r`fABt(_bayw;@7g#>H92I>pW5a0
z!?Lf@AO-~bvqut=rhF{aJ_DHP2UeN{b0)ohKQB%YWk6T(jW$F{8D&?K(}1Zbcap~D
z(k(RPVqsdui#HlBUo_mikjdMUcPOEp)$XAS+iCrp+H3>joiQ<Lb-pFm5uZTfX_9uL
zRZe*&#QEL)yE~5F+%G;HJ;w6Hmb$v4ia~k*{+uxjLw@g2LY%ed>J06KKvxaNw7IIy
zVT0chElEpmOSUh^m`R+GQ_5Z7^Ov`!w2PUT;0lTge?mq&^eBPg8g<+W+#_#s1>pw%
z`{L3-BeW6uutf5<XxxY3!H%mf5#iRiNCer8$UTV23;v1X=`#|wYpN!3o9|GBn%hBs
z{0=9UO|y56l1je#-!~PIl#rFpFI(?gddg)!wG}jqBd!?vG-Jn=M@AccxJ9}>^riJH
z9`=ueFT9*paD+Kat(0O&zlEP{6vv>n;H5^Ge^@lEl_F;eXeTA3^5*T=!qMn+zZ+(*
zs``-(@0jDHwlVwSLZXB(rd1J3`5`uTg%W$W$%FOs3~w>f*88eq?^Y!vJ>yrjupWYk
zQ~jPeP}v;herwu<QH7z>szuHwC4Q^QVO38$65slbovCEpNt0`(){E!(<n!}nUE>*#
z@)tGa92|5q6~0K$=Wn+vB@JQhGFUs5vXyfD%e^xZDK=*6<caw29^7S#RqMGgu(85A
z;j|SYYOV#F%*-c?>1q>I_Qs{iVbt$|OBt(iUGhsF<;T5xA7wT=xzIWSwkoMu2)O9Y
z>YvzVvrJiYX`oN#m(!rpDwxdk)DoRP<RL)|Lr5N|y=r}Glt)&^k>>$zF~4eerNSuW
z66kndG{#CR)~|;{_zpnng<SPz2|=_GzX5i8N1_ylrggF%HRknmA$Q)L_y(IIL@b6h
z&2LCa@YD3`l+|C-3?_^&`qW;Cc-`+q-gR=*9~-G5cyRCAVzT--^{sN8@m046_jX~=
zP)~T>dRDs$JNHgx>_87rOX^yh?WywfLxjbfLugIHAK=Glgl*T*Kv0w#O?X>+q9;DK
zdfMmqq*1Fp8^7qBV(x7h9wiwSagc&}|Avq-g3=?}wSWELA#VeE#mH@0oj+!AF@YHW
zTy&h_r&&$Etp+NKN{b4J|6C1p12O+St@D3p)(SMOV|l%#g(+Cy_WPFg^|TnEu7#PI
z_8)UvoWa)6tPeEv^Y`-Mb7*cy=Wp4aUvoS5KnI{B(CI%jJlFG|ewqgJ^Axjxk>R<X
z8~1aD2Mo>dM2u8Ibfo&S?F_{g#EmdG*lbIo1CI&lL&;UqaN%*`BAp~+B0|04(6ay@
z_e1Z9=@G%-xr6w`uE6%ou+qf%o%*Uxvx?)&>4}m3uk&i_uBpd`#~o_4?s|&}WuM15
z&sj}TDlG4`%~}!#PS#r-A8`Y{vkj=08y?d1%Jh6Km|0PA3fP^cmwlp@v=GkPS;EV6
zu1mPRf}sJeTs06kO?8(nX$N%AE{xQ`W-thAI2)^aY{&V3>0H)uoNa@ggX<d_8n(6D
zAVnuzVtul*y}RmdZjUAU!n;Z%YycX^04)ata3=Atbgz78|DG#GM0j`vR|g8YK83;A
zmc(a?=ua8KA5HEi?N1e(Po1S4Y_#~Ce%uc^1caZRBb@nCW@G77EL}n{1Jab>%@r01
z!YJY4JHr+B<o5^cu`~QIeYYP6Q1?kh8W3yj%#GXO4|9n=13r^g_&VrjjEE_<nW2%D
zlqry-K4?x8<QxddK9V!ZL0U6gd%gzE0y!rIWN4(P<+u*ouaRI1!OM*e${VvEB2lDZ
zJqyeoGPTR~Q6#WSD)X|j_89RLME*GMYs32z=YwSe)i=zY<NfV4vK3Yi=wgQtt5)XQ
z!rMv$vx&!dzMM;9(Xm$!y06xQ`MbBCx?7!YE!Lv~9UVWn0NiulfpA{#JzG+a9?{%>
z|DZEQcE>)IK}9`9zW=U@ylQpx=ViJp`?p47&3a_jTb7f?De8J+!R9y{#-rlANFtu|
z#R`Sv8cjr@jDjoor~A6+f$@@eSc5s5xE7as2rciS;@Z76VihCYPjvt#lXFu~Nh(FX
zYgG(fU>o<*3E1RjNl$Nj%I<@`TO8p&2Or;)fNYGm@VFaw@Qbx6bmWQmlCl-)SS#*e
zN9>+Eu7a?&ek`py3K<v$=}kxg@0XWK@+!JH{gO#k^>Eq|P0x({DACF}dNJ(EBM6kz
zi@LB1h2NZJv`@U)>e*r+O#slK<pAzRjjc@z)ZpEhQ_408jgLB%NI?z=+-F4CYk!|q
z^E#QEs>vi48#+RJODGbCQ38aa+COpXLo9Rbcv2PXq-w~(GR$&kO82?2q!^v2Tp>qZ
zxY8^WRY0Edm{v@C$Cua$vr7JyY>v_+F);>DzPEcR1`6RA!mN?wS^@2V1BDA8Gb@#@
z`ntBN(2q}5!-@bvw8vwdUUtb0A2d*2HGz}b*S$fU3j2Z{8db-%L05KHXCp24W)kVG
ziiTm8G{K%Z`MpDK+RLlbU!S$*`cWXxXV%RE;<)Th=$4WQOty%z92}}^&!6TOPMfmS
z66p(~B7W=$-mV$#BuDzByRJc^Gq*oav*A;}b%~8Nj|rTi2$5itpWRr*?u_tuFgza4
zhzu@y^v1S!0i#-GhMU_)ed7%?ptnbdWt{LOS9crly0_yY(|g><#(AlLmBGC%1@t9Y
z#b?;*QUjaM10+H-hvBeNLe%X1DD(&=h(ehO@5H54c#9@chD^W01Xk0}@wiHrVh<_r
z((DS5t{i4^6sEDsM#Gl>f9$<gP-NY<t&2-S0EHIr?yiNqyGtR7yL;j8?hb{!ySux)
z6<)Y=`Tr$*t-aUY_pG=N=S1A|k}+ozIU`0!(qoL?+t-@jqnaz{q0GkP>qf~kICAfz
zIi1KUox=pJquU$LNIO%DplzIfy<ib;k4NN?j<Z;PzIQ>^`LQA=R*Ahb*Vwwb1=U&p
z$iuO3Ozh1tI_D2CoCCv}TYoQcf?$&cdp_{B=t8>s7TpzuuGw*vkVvfCZI-G)tC!@3
z`0=hm4j;1%oB=i<CfzRDZ-5AC;eb38RsJaIhUYXg-1~NN1HI=_=Y9h}diQE)<YhqT
z!~ItL2W$%T2anT%h2~7F)lilt9}=Ws3b#IqC)KG(w>H-0(--<)YI<1=Tuc;1Bd)^A
zreF7NBt}gXT6V)Ab!XqI<c#fhGSR>i6WtU|D_H%}jtz}<%J&7Zkn8yiRIx2{AgM?z
zO+~aUSY@twBbV}XBM>$?rd@w;{T6IT=4-!cJL=oLA=)L?BM{ONR!AdTzrol!@(=XF
z2$I`KSrs(xjoidS!sc2hA7s7pdSaZ!>^4p5YY%w~VAMjkzZaw+xjocYjyQ%ctD1fU
zbiE4ceA;B)+pf=ubHLPu?cXl<)#7f;q5S@d&DiR3!&EdlKx&Ma+Cv>Eqld@s4Oz(_
zJpWE5gZwylg^O-m25oDAc%;=>V$9R57iIQNs`fFg5KQ+|Wj(`Ut^s7@!rTf!>T<Q~
z(uamlEe=~ROY?^7Jo^dIG8%loItzlhekQwbGtbr|gQYhx1~r{Mv*qYeIb}aFz9$$w
zqiF%&I;V+DPbdljefQi^c*fa*a?VDTX&XBjX!?EEvS~y!*8-WnEFIoChdYDzo4?4#
zZGVOz?o3=)9l$$>K?Q}zq>Oz^9pg8(b$cF)Nd#N<_9H~H=gdYQkm;+<&atub_`P^d
z%k(a-MFQ(SSckJ#cWd{>el!z_eW0LO@$m2rst_aUiliLsWk>>$AK<k;_SnYWb%vFV
z9(~&c-wiX~A7#UgoICQuuakwA*7J>H-l}FX#Uf(6v~ekAn<Ikrr48C6L&z50oqBZv
z{I<#S`pJJN(Eqs#UWxyMp;!X25-03h6>uxtn0~%zLJD{k+d0U}ReIAIJu|kmNTWrF
zJFd>CZ+;8K-$cP)nHO$tRAjGPtT4Or!#w*K0SLf#22}wd=~Z{hT{XR(oKicBijak&
zrWeexO$EXWtE+jJjv}XveX4zln+!>knS#Q!t_h`3vneAbr)rx<21GJ}=V{@Nuo@;u
z>DZ^I%Uwc9rjTMz+-tqGL0K20s@e3s&9@^fuRU*l$bw!3R;o^dO{V2tNAm-nw}5j4
z@(;PBd(I>MUj&V2i+diuzm>db^ZB#Sr8g)EXJDL9SqOvp%((JqzWYX-;rM$?@jN7N
z_rJc`8F+qC`8p?cGukI9Tx+ijTUx~`2tJLHbPX}$FAc#B01_UYJ<*T@7=Kx2-9RC}
z6%VCseRJ$K@%(W(iQC@=7b?<|U0kcOGMWi20u#>}v7lfUN9Sj&81%%sRhmMKSK1vZ
zNxiVJ1ufdoFY%f+)-XW|zqZd9rQXNh2RMB>&gm~^z_%aNK&XMol*%G3ljwEW(4vQs
zs=R1Tj=<=~?T&_z1k7;Y^#Ie~6u~z}*<8D<(=?d2A)Ecq(sc-%BWY>;Ai63I2<O!e
zSwilBK};QVoIHd@1##%>izk5Ru%X=2##MD0IB&1yj6ItZsb(J5S;lV^i!5jdlum&J
zk_t{;^ga1q?nv`fNza5wG1&ASm#hvStoKn{wmxFwx(G)l>OoBlD;5<5Cn-Y-00AG_
zwlRN^Oq6po3Y!2qvj~O4Sd8$SKrm5Nd4j}7wA<Uprn`I8`Xliq#>>)RxD9yD*o*s<
z4*!L&N+ftDeFyJeqR#D5KgkN!U-{sw&9wF3r(@#`Ms6j1T!Espnn^@oh<5Hq7}^;g
z=k|Z~Wsa!I2z}X~v%!s6>m<D5(RG&B?!F{8YiH{um{zfH;P6VzDV!}dAubUe93Apx
zc)nQd>V*A>an(!a@uIXto}4)v5;K;K8dD1He@l&8Km6VruNN}shWFHldSd)Oo9FC0
zF}|x~i3^tcTGtEk&PZDLCP33E#zxSSgFK<U;%FN~RtQsoX5OHxnxc{ha8x|3v72ht
zGD^hCEU_;ph#~_VM=~p9<KkOgT%gNIU%kqE-Dy17&T%8ef=_sG9^&uel($U{9CCg}
z?E-o%G%NHV%hbqqhP!mFf~QOe?Gf~O>nT@9z*_xny3^edE3W`X%vJtdzMSWD?MTNC
zH`1qHWGAOASpql(mrE%(lm~*i#)6oVICygXzIYy1Pr0Msmg8(xR-5Uk524ilD%%*x
zE@vFOL#hv8HCB<u9TrflD4VY!WV=jU{`5HI>>kyuBfE)-Z7^1#Vo|hO%ydVmCp6r2
zg8DR<w^mFUmH7@<x8a7v7iQ!7pv#>4vb=G#oMv>WopE`&_mQ>Flu`q`(^>J9E_%;M
z#rZrttqoIV)+_mD?PV{~NMmfXsJaX~gIhZn2Kr_fee4yqJy%pzHGUSV&)Etzo$Yl_
z^9&hota|%xJl?|TXr;W)X#EXRZ+e;W$3eD+j$xf*uHm!jHwppZ@Y3jFJkO;}Grt=E
z<c!GFf+?G=j&q=F`nP2IBCdW?`T^Mh7xG>Q6gL%i8FsD$gqT&5;oVtflX7v#YMw=S
zFYkV36YW|aTg|>f&04EE<)X(2e|=PfyFaY3v1v71bPe8F_GZQ2AXL*)*uf9KC<lwA
z)3iN+%xjUR7VT*s6xKrd?h#RlyagDwdVpCbMRjNWm&v(tx#C(n#nke(!VHYU?;8Wt
zQV}k}$){TFho@*@oG7=k^0tZ<G!^nssK>bR$T*?jTl3Tw6gV=r0Z`9{Rx`ek7rXaS
z`4^4PX+c<Z1*@8dpv)WJrrFpQGEoQ-1dYylfo_8K`ZZj*Os2j(woLD%`=R-BYW;xN
z3K8<{ujwDtFdKoxV;F%kDhjH~X;n!{XrP&7-`EICOw3OE8FaZM;uCK~*CyI`_qX4N
zY%}7sAqOTj;`bGB4&G>Wd!LsMeKlj_E#-4NPej3sbL;CF=*xQLOQ%uGHa2JN1{kaT
z`>Zd@fKtxFKoPI$@?X(!p**KDkNtcv)w0<Nq>4L<vLv)t)#>B1ZCdtl^dG*Di`Xad
z-;sO;^->jN%9hz|Yj7U+S%Mohe6tXj2A;j!W_EwS=`6;5g=KUrtpt?mmt`FZL!T(i
zFi7qZLO3Of*0t1m<pE)iM;cjFJ(g>zq{{$z^51<?0vAg)zXuHhifs(4?@*^Pw1D2o
zaif!84h{(2o#W?2?N4h@St=N)dV{~{X54Nb#uTr|z|`y-xVu2~`zxPgh;JE*1yOKv
zGZi0-1yOB)+)Te@L>t@v-fDg<Y+(;Xa|)%>a4Q#0*o$RWvig?di&vLKDv8IEU%rN^
zr+@k43hE6-zjZx#k`pt3Y{1wV0i(g;?(X_LR%a6j48X2i;=7jj_?hBGH#TOepb9uy
z=V+ZfU8UKaV%l7K8yDSSz2?NfH)qwiJg*)P?LA>dXoUXF?lRpGM73Dd<cg%(ShdSH
z2GHd8<ToVuV>7MtNJf{gF(-J`#Lrf8>JKi@-tH@?>B=2oWL$MYcJD6yCGIkEhBxLi
zzcS0_U2Src6tjM;EOD=I6}IE#t_CFq6!mZ0-_q@hs6-<1l*&TZ#pQ8>+{~XUio}x~
zqZh}3i!yE;3zj)t)r?n<kvD-VzN<-rKS-TT2tf^1nKUFe-N1Prrtdv#UoX#?Y~OsZ
zoZNh0ue1yeK50E{Z{@H>T)T7&S(5vT5IUMrA5(4Q=R*V5i%AkL8;l$MgZu-z9UO(W
zPbhgZ`a9N@A{KdNpIj{3ZmIUpnS}GW1lh>%PHgtUkEnRtRf+MAy%rE&lT{nrt3+;X
z(Xeb(b1X$cR$wr{@aWScpnb0mUyLu9UZm^wAl#&v7%sXXgn3RSbre^Ox_#)Kk>`qW
zx(-8#y#uq!c@7G8MMTiGaD4BW$2)G~WOBXE+L?E6m-(!$X~5{HsQ=uR)#~mwA95)B
zWo;CNQ73RNwbA%;X)76F#QIQg!5g8g+veV;)x_QSIf$=AdGYKmo5A%4_X1{xvfZwz
z>h!VX^at)U<P}kObkXbU=v$wO{TdOpq*Qws;7s;(W%ak}9J)GS%JkJpV7B{g-UrDd
z^r6;(-Jv_OZ{xLdpb7t^jz+`2&1pn2>>0nDr(NJ*b*27>2C^_S{=F;pC*Ji}t<3+}
zl@e2y7LyhF2d&Y6?nwRb5gG~nwWsu_GU%UrMt_oy|Ijn~^Zwsg1^odq|5MK>R!3UN
z<?G;7?zBT*xkC(8S`VifGitB)cYK9fPTXVuqDXv|R|ri_NfW8)Z&tC1ikiaRT~J@u
zW2h?X3$YVIJ(Z_1d2ujIcSA;ycLkGTTlm|*rea+B_6?j2)P`?#xMe+fUB6!Ms$0Sb
z?YRne?#g%a&@1IKn>J^*h;}?jj$U2vdP>4)Qz7%Bs4gZiqS<wvPC}S^L1)<X71E}_
z47FH%a}#Y`EtpeHNxelG3S(ko-ujRmnH(9>S6=ww8uteLoKt05%lB8wXRn2lDST2Q
zqi?NPIvxF5(V14U{k2fDLZOS3yJX&ijzRC_mMe)>GxfF|{;;pS+_Ggdr`C3yF<(Gq
zWH^#@oba$(w4(0oyUq8nqMi!IyW^5*K~{bDhC_^y&R}B$*9=TyQ3D1vZ2mTV;E(u>
zjVS|nSR<O8fbLHH?RMMs@G4vwaqIzeqnpei8L*)TGVB3AGehkg-~7XJDPzAl5W9kb
zGf{#01-vU67esP@5uWCsO5rrany2Naoqpz3tLYLbG!P+?WYdyrId&?h5h!8($nPO<
znDnPZUo6pnYxqcwC1RXY3452T`z3TiXGy!ao}R8At6~U>yPc0)-5?PS`MvM7_yyy`
zQgSx}E@9`#9G7danm>{?TA!V@S-w0yS^nr?*T*_8=yxmLPgLBYAdg~cwot&N<ROR|
z)lgHEv!C80-=~eDV-f3BFknK3ZF13WY$?HOTtgGymuFy+CP#=o?LCsUSoU*J-hCw^
z+yUMTc)NV<ddHBj60U})FNiTF#4^XK<d6rq*KKO>K4)uEM@n_Nx~lZgKT?zWl?@<7
zY2_~kV1y%P;Oo^YiV~6&IKQlRp7U1}cRYz2W*e5$1q}0Lk9T-hMioTQJZ)iuo5sKg
zgFX0pIW2N0RE_Fv=m<jfBR_8Z##y}Fi{}sj&L-J}a-Y(FEjJnlhepCpNrMy^Tl-`}
zyhR_SNam6_Xxv1UT63`o1DK<J$cK<|rqAY!@%hdz?t`pI$VzFK%FdI>l_?`5qgF+b
z`eq*-9F*Q~<M9(B6shT9o;Pueg$wx_anthH-j!l0vWRV7^jR<q-`KxAW0W*tVwG9t
zph(eQC0J78$$$4JpNuR1g#3k)3*B1?QSp|8P5oeUMl%)adSdM}6?Cw;e}j#Yv*no@
zK5c=Bh0F@{W4+n%!yYq#AKfw`*!ik;iESK;Tr-#U%$8OA1&J<Cmi$J;H$kQt+O8n@
z9Nr(KA(Kfz^67r&#v>gX+K9AgF%TU+!v&D|GNF1G8ol7pZWEHI=<5CoB&y<QhfSH-
zvGwF(==g1;zs#q`Fz5BJs_5Sw4L*U+zgN+JWLN*^DykqRBQ5;Ty?x{VTuJ};^!EQ7
zz2-mF)W0N8{D;!=?^fBLMxOshAN~&p{U2+pq0x7JgYQO0s1AsZ4|jGm2qWV%w2Oez
zDVgyyW@+#diq{z9SHiwqp`@p#iOYtr%2%fEI#&**(+}P~m$a{27LZ?4FfqeDj<}C7
zl+l4jCJ7X#0Z@S!<`$;}!tk`Tv}kcu`b+@2l7ZA;ZUA$BQ4MohZvks_-OvU<W_c%B
zS>swkcUho-XpNwOq@+1OTua?R*1XYA%UIS}K)^fIFQ~4_FV@#LSI^j5(X0k+xdPz*
zlmy@f2$cLP<O~%_VS<N;FAowOBrAf47liMHCxXv|H-NX~&t|S>fM6;&W-%!@c)c$R
zx)c+8D9493)=isw{7rcCaLz|7{KMmG^<u4DHbX^Mm&-)~=bKU+C%SaWNYV$&$Y$n(
zw&I5Jobp=i@_@pP*8q)kde%wFMjNMhyS~i@5E9e*Z78oSVoQ$4=sosBN44HsP*Yw<
zNxNzP(zx-GZA&Msec7?&rD)%y411Jtr*Oo~ekGN4MTHJ-m4vNJr|Vgeedvu?;IOgA
z{ZRC}Yr`A5cJU*|fbUiZ-N^p@8GkAY&P&gZ`mVP5%Kx%;>oOGYRCm6mIaKJecVt#Z
zz*_N8KsO5VARhha$iZYqn)1Sgf})aEQccC}Zlsn}(^=eB1Mt_(g~P^6smnnHm7Y4|
zH*dV)D}T7QBufqor=gc>ZzE3?=T>cN0U7<0k8<ZwS~cf#&V>m(W3hHQcNuquSWjzf
z???|uF<kE9<eRRt?00=`z2ld(bZ7SdK)u)DCtX^qSAj&pFnol`hu4K1LD|DYLsx~3
zXVbfDn$BaN4Pwm}t>u<hXP5EY8<vsqc@VysHKTWzTkKQYQS@5g7V)yN%frLH%<7|X
zo|&SIhM^WF!?faxH}kvo*~!_($wh+Y>19g0yMxpQdduaR8MJ2`D@Xksj^$Vx8SQxD
zn65HYLwP!JRbwZGliKfwm*nL0HR>*hAwS}cr8auCvxs%<u5YF@HkFWC_~KWIQy*X0
zK0Jm!8xyq=o7H3wcib3~gOhzhK@O%qBRc<!iQ4A?@$;YMk8KM(JLeyN{^RmbUy}co
zO`D>GgtWxpHf?|5-x&@5&nP#aqeNp%dLtW0OW-FZPjBsHWdO8yFf*~H*SGqF;~n&^
zjp*&1Y(A0pKPQa;a_nep>E!U&*`ukOt?8$v{I6KOgQdQMDgB>=$p5CS{euksPqLrh
z+U!%WZfIj^WBsX4w=(<7l>oiqpBi<MPnEhDz4)h6U6Nkv6Ni-f1R~`=!F>h#zo^z#
z=vC>}=+)^p=?(1l4K0A5i~1ap{`LAV3;1&_f4==+hoI*4|0r^|qyL-C{jZ}?diTG4
z6GjG>e?H*PM}6M><-wo7i9Z&rZ|LL*{HJ35mq6?PDAs@8|N9%@ze1gV_YTN(GgDVu
zTD^~A^sv!tNK8rdktugFuc%YC%@R{4LlZDUG9uHLC4hxRDuM*<MFk@nzv0Q}2*2U6
zuv*Akm6$U7W;M0yIP>tfI5?Me)A4i3Md#8*=apc^qN?NmW_`+QYYGK{(HXvH$9B_U
zwR6M!Ww3?LH`hD%CZiyCQ~yMS_bd_dD>eeN6Z{P?Mui}4*XElOVU_1e#7C{ceEhb*
zOU|>7-`I|@u?CwYFf4@s!>8EH;hyXK!}MZZ?)`3ph?~33j5lnnN_uS{1M?W4%?kaU
ze2`w43hoXrT$9s^SQi%=+0`}eM~EOg66eI)($Z9NhgG&qh~8B_tuLW3Q!0z`YDOf!
zj8?ntPTq!ZF7Hh2oG2o<Rnxq6+8YZw-^Vf1WynXnAQG0z%UxJ?Uu7Fxzl4{IO~O;l
z`3kCczrI62*Iv>v$j=G|-^sN+f9=L0h|7&H*t;DzKY8X&essS4bQq%f2sqW}u9~)f
z52i+Ut<YZXFkReTag#cvc{5!hk%eQ7B{=*t2g`1NSQA=Je29XNd=UU%ld8@?PJk0i
z+b?NA$QW-+)QB7&q7lGc6R9pePNp4l-j8g6P?NkYKtsw)bpM4r6xcu1@7<gAn2;jX
zjNBFi=(pcR*#)UdUlw0RuIZ;T05E33kOuTa5Jjj9g<SO&2C)7{U`(ne+$3E@Q3{m^
z2&*Qd@ROSsCSXkcDh3nM6!H+F-3v*MMSn{$Y0GB!Jft3JwiDKpJlM&7zr9TFCfh!?
zZ(SSyYD1Ov9H}~!9qEAkFrl@!`F?et^_zJxJL5a|POtD%DEOs%m&3D8n@c+RL<%Zr
z$wrvX!g%tPKUs8YyZ1F*k7m!^!+KFfHc=)M5j-+_i1-Z84C$Bp#yW3n=1sDxqMpO!
z`4*)n>GSO8rH7%8uJbqd-yFXMYb0wm3}Sf(M?4;V_rbFfv5KZL@UF`2iNJj|Hb-7f
z8=tT5P&*@9AlYGdUzHU`InwBF0JaLttCqy<#SU7e(iD)^7#Mt$xf8`IvKw=lD&LvE
z?ehO#>oHEW7Xow&Ox7z7ZA0loaN0e>RP!%cAA-Y~xMpkEidWIXGzZtFl=Z43KShz8
z3D+U-Zp?|;9~&2~8%8>bJn!P<8-Yaa381WeYZ5nxfu{Nr5+b#lEHI{@m5Qa%Ck$Hf
z9k)OM7jYmSC6xvBKB2{Qhe6Re8)SuIq$sZcaUNbrvv%K5IhrD+j9Qk}Pw)!`Gp2i;
zDay5i0&7WOT04h$9(*qE2&$$_PCq_{2tOteAEOiyomA%YDFrZd*bizx<KPz?7!-wK
z6}i>sb4H)!p!K~;m5Y!Ggj8{l4eccdAsc*#KN?kP{zcgokV-eafMJ9V)=H=Mi%cLD
z)poX6Tgi+Ro<X5<Wt3=Iv=9A6{fCGGa}IQwV53wFKIGZLXUv*NC)p@1c`gk6th|8N
zk(+aenE3i+#qN-@eNsA+{2nrWSl^W6^rpV+9nMwEm~=24<VE@$aVAKI?U6~$^GoWQ
z+-gJ`F=X8OF^^el9!`ik)p()_JHF1vA=c?7G3Per20(S@xMS#su&Jx8phiYp3s`Bz
zQ8kJYMP}s+Kbi7&H3XJGK`!?*nZ%zWXP%<>^$TKX;O3DFU-%g$8qs&g16GqoAYkG+
zBBM1;wdj>PjvqmjN;rIaa{#}fptWdszjQpou#pH+87#h})eEE(a0JsOHkY<B3bv9$
zz1!f6S;8M5+kN=hoVuD^MstNFNLQ^2W731GhOZG;X%s#_->*jwa&x85e58V}bf3ok
zO6efQVDAIg2z#PJ`M7Az+(0O%0&hJR0X|qV<4TXQH=ilEL##oOHL^>{&iUjP#t3Se
zBgR|Q4WGEK8hk0mpkz_IN7WO}!kq56LM-MsKr(J({hJJdzB_SdlE)%By+XG$h_XtJ
z-yHD6oH8mR!#z#00Q6LBMh~!9w$NzC@*^0>TjCp7)7YBUY8uVk_Sa)2$H4jE#nCY5
zgbbD>4CTbR*Vz+*l1CFOPMa%C1xCIxa%*lCL{&GxWID2q9bN5xbqDJ*_MQg^mHJM6
zJ?^x1=_?uRctPu+f%p|4CHsDQzZXdXT`RqA$CN|XK8iLJLXK~Z^)^GcAhs`&mIpsZ
zRTN6eE*OdqXk<T0`FGyk)M-RzEcb9V(Zem)R5}o>FbN~Pr;wjUWby;kLBTcU6^7_b
zcHMC5uYPcM5y>DOO}2E%#OXFB0@S8=*BBH*O6Z=^WK#2rJ##k>GcO@7rl(w6#40+B
z$iGG&wK(3l@H-r}#xI<Z6BulEHnRGbe`-HUQv1}&T}x7kh;oU8*Z)x5@d;=VEHr8v
zf;4p*4BahhAJ>k7KEC&?h=!mocug}34F3I8^7PehZf5^QYA2-*Hz}VsE>qbViykcs
z&1ZifqC)fwb}j(CzGBSe3U?U0{b754yT=PTfExH1G8i}9I|%4Ame@k|=Ib+skS2ws
zL#<Db9Dp2H!Cm=E4r^aZT*0xBV5)HN;;+NvE)WUxl@qZdF}@>*qvVv}TW$F6*atkD
z5@q|THGGDmv^$)#*Z5W&2gvNYKA4gsQN+$bOl!(xfO-r}f;+HMYs9zRzZ+pW=*)hl
zeawcJ->~~N2uPkmclJ1VX#;ZIy#+<bn~MfKWw%0XfF$zRw)}l!iwW-rN{}41))lz7
zJ?=nmh~N^M?kA&ogV1W904*f7H=1LJ!u;EBq2edQ^Al<(Q?{F4Otu-wlaDo{DWaq(
zn0o!ik|~ZOiykJl(rB?$>WQFjYEXFbVh)uRBGiD^R(FjpnWxK*8a}s&=-FKYPl2O`
zhauQJon_ee5W?qS%L@DfYKaKTZe!7k=XidRAP6(R+z};+RiHGo&lAiF^1`B{*BOj_
zTLs@)b|!W`!#g$zW2B&L^*N+ynl1YJZ5xE6_zI5an0O81j6wR6#()0dVM-`Z498|W
zSIV|1=So59Ma1@tvP7hm*}h1v{X&oDOpm^GpNt=eiIudaqfx+5Kpj36L8{C+J<pst
zDO&jAwfXRC508|Y8_?^=Z`N1co&DkaSUrYidPNmm6#6g~3Ki@dJu40kk~*k3?Z>t1
z3J}ix5>u$_l%@Ks`h26|cj~RK?R3QM5?id>N3CV%WH{uP^s%)=1CVH35b&_Z?K$hn
z8xVJFj^d{N3%Q7p@Q^S73`fB-G*5SKt<T^axB%boxbKovm3!1|W`{qT3CINUIsX22
z@)A5OXNsn`9}cMO^dQ8YCQT8c{j#h8*6X_Gud{`lb3I?RZINT*WM(ZJB3W#A{O@!E
ziT2la_TIbLWbP9IaF2wMfo>a9RfEuYD157H9q<HTIZd8PRUF4yhbh&l)4?bV=?t9n
z6h>hxh10)?3{^}5!&%;cp}rH~=&Qo<m<!!_*$I<Rh#1<@lvmQeTOUhL)bPUgI{t*1
z1RRigcJ^=-Qx<85#a;6wPIy-3-b3B&9|wR47nL?h%v|RLAR&PnLDnQ~Kc|#!V+Adi
zcudi;LRp~@<C_zCMg=-Jquf^RdHVj^K`z_6<WIw4Vs}o!u;?4@C*2WQRpeJo8>3p|
zvA925CBK154)7p*GAS=O_u~^=lBgDluZ~TW$q%iavjFsXVd(~=q+hLNf*GsNKt|Vr
zdOu?ge!fB?_V5bGxSNRrTp?sJZdG+m&D&rqeeqO+%inFcW?S7jO6BBBGTM`sb0D#Q
z#ZI8AXBFtAzl!Rs{z@F!rUSUhU(Kt(mudRvqOWRmaqJlegNKBv0F6aLb7S52N>=r4
z*vBtpx)@bE$6ah2_$9CNk?gvuk-bcbi8p*)WNQgUvUOo3&0w}YPaM80Vq5)^ERG<G
z_fky6O5~DFb42=Sz#BnuYVTn2S^WA@6>@2Ggw^6-4_O`wZ3+;w9}wB^+c0htna`E^
zv?n}Jel4I+p8wPaH>9OlJTgHCZRO(IRPwt;<%r2>X9gW&SP`~b7)tHt#1d7K=@_zb
zxKXMP+(lN&orF22QZmzVh#;NjrZJCC-^Z3-d&zrSK(HT&&8IuV(Khf^D%F=aK`46F
zVtCiL!cB%X2=JR^Ri-iSR2Op0l2;`dgN43*y~D;>U3%7miyKA@<Is_mPvJuE_e;qO
zxLB5X0SauxbX>+BJv`tq+-9J<uq3hhBG~@=KIQ%mc^~iq6xsJj{%&SnF)=p9V07%u
zxsehJw<?faQq$NnIS+{Pe@>88L3x7=#fwmfON-~51AslB8aH(9Y3lWB?W%97nK9hs
zB=2|IKpvfHLStF%3QF|@K}GPolbsRZu9o+_?h4hX0K-@NKN$O~i8YD%3%r3_Vc9lc
z*Ce4^FLX{H-4l|(O)GPN#}8pYU%eLhT)fKK{d7?}J0H%c>%}hHhM;eTNMXRhFrIAz
zlDIRjlO98YUoXbYUC20q?)q}-Gb4K7{9eI709*GpDfuzincu?)!hz6U{$cUJ@3J*>
zO*oE|Kiv6fGyR+t8t@wo9+OJHP_PBrA4mq5go93_^npu*_(87D&}_v@vlQXyA;Z=v
z=VJO5%0y9)zogc5ptv@q9t{@VxKl(&ACgX>O-t#q@CvG(Zu>_Z;O8}qk-NKrJyfGD
z5$?3HnLPvbfryw%@LIXO{l@XS<6~-@5k)a;BMWjs2#<eZr7z(ipoOD|t47f)DoPA4
zvLKg$8*VSwCL1wqj=F{^@#Mr@Y0MH&7qiugr`Am_9pZ~x0qLl@JoSlrIX1@<QggGS
zCDE3;P5NB<-DV`F(HBq3V@y+ubBNpD<{uNt`=Y)Tnhp6Ekq?_%Ib-1LX2-H`XI}1s
z{x17?h>Sd9g~#A1L~$8=BDJ3l+r-QgXilGt390M22#7t+SyC>tofjeL1jEY4kPbbu
zNG_qnOPV?!55NLV-7Vr28{F${4WvHpF!Ujy3L85t?b8}+{M$Cgu}V|$(%ftChIb?D
zjpgH8v99c<9M!asjE!QBjQWsf7*vKIPD89r59o;{y0kEcn{8?;j-82ZJ^muvp;M29
zknRmazw67`0NxI0Ys)Vd>UQ;^)|4NPk$H}*)E8HvkBFe7N--T~B4#2IMg8j(+amdL
zCEFXdk)}_U;=LPN3tk)S6c^a-${yeukp9=QA5dnY<?ig0uE@7XBJo@;f@t9N1iDoW
zI81K)xV_a}A-uwMu}fkNr;}Xbl{Rj_poe^pKxEC&%?oqMAtx~~gYA!*q|YN)<HsM#
zs6mvb>B_05zT+9YyhqnDbYK`AJMHcZ>loB7P7REG<4ru|n<F`mQz{qGG;Zb1Jp6D4
zWRfMbyJq5_6?3i7sA3EX_nYPW9*5N4*FreIFZc6;n7msll|jn7S~>l?`}v5;*B4o?
zqqE(sWPq=c0308O&MQ@jQd0b$uUZ$l09z5dnia3yJ@{3z#C=oXE9EwGZ81ejJyB_8
zXKh|5T`7~aU%2!Fx|P1XOU^*)JE!s+N8r{thoJ|O(DhHzLUR^7Hcg-OKAyBKZO?si
z-Rek;s|Yv%9E^gi|J!$9HZ#tt?a*a`T!UUG7de#h>>7frrMl%0C|MqYC?afmkSf3Z
zwRGn2Fd4R#ccqCDS8|}3nqo4bpws>JVM?cxXvb>gmhh6-HjQ^~&aR|O>|%?`8lDb;
z-mZHA2LSGtPX~r@-{Z`DL|?VDvZQ?s9Sd@i-<{dp8w_P>iG48Nw=XzxsaPbVKB4N7
zpQ@Q0p6i?*#Ct`v`eCBB%yz=(BJeV;k#yA{B#Uk=Qc}8nGON@KIkc4(%0nkk_>E<G
z;Rdlc*_3g>CMut<5Y4Oy6pK`zKP^wu%xH!XHrMAKVEs!!`I~5+@_bFb0qIqa0z$({
z%IU`aWZbHzoelj|(x@z-wHY;!0u7b1QdF;I&`^{yjyG4@wat$1pioSnOUShnH$^ql
zfl*qmbSfmjaw>lC=>smHTqb<F|D?W@1Wg{Sg0NCsp=30Ah_-`>j;opagayap9W;YZ
zpNB&2tN)j0a`A4>$=8Np@CJ_7AbmlGI8k3YRxB+x%{SvwIxS#-lFtaYi~zDS1=Y;g
z*0A{=*7n%&0)&bkl~|P+C9@zyP_HzjhDRBUaF_h*4e-->*s;0I`cCI(*F~Lb-!3gn
z&(V9*&jk27J}wy?=fpq_;10u1xklXQ>69fNeb|>xC%rV&KP-S*zq68~;_H4mzeaAZ
zid=e3S=@;@yD7AB_wQn<l)^dk(|CKd7Ks)DjIR+z&K#JVD2rRetSs9LA2=q<X&etV
zYF`flwrD%9vlEc!E+gXbkoP|et&BSSR)q(Q@g{q%i&Y@bDLDY=Ge3<BfrY>3gxxed
z5DKP4Lt7zgv|;<C3x4wUpLu~z_`d|)H8fS}U=>fHq}GPlRkw^W6Vjutq$;EUlnE#m
z3MIQ~4}=K~r3#IoNCQYY2g3z542&fzqcPbWblZcv?(8s!QDM7J^Wvu9Y!edfPhu-c
zu*QqNT%0wMy$l48uDb-4gQxpwC7u=MQMP2B+g(I~Ju{<ETiKt~Ab`7rM^-ADzM*h8
zL)l+6Z62el-R&d#1he$V7z&pn9Cl6MG=q_s#d6YtxWK_>R~rV>ao#<puZbZj1tS~u
zs<gJB7}Yegc0#maYd9v1w{bhdAY)v1OCSf~e0xhD-{?+NQluS$93eoUaEirRAwnh8
zM#$fV0s#^IQcS^u!@Aw>Mpbe@PZSBP60nXrqCzKf*}+lI(2UUq0SM=`Q&f>+SFIKm
zP|e-cqg75rdC}7VCX@~g-bR_x7q-dhG#*)JQSnC>55QtU_xF<>cP`#+dTa5#q5{48
zxotucZXPL@A{;WM(2dc7yYFo!{DB?=wtzF0l5-{7Mpm*>UhZ6wjNH^qTiyGiC$pyh
zNGv|+bIzZHqUu24JJ_TfQy{&GvmVOTi;5jArDS^X{w^<U|Gqs_p{@qn#v#xd<hK3J
z`d%Svd9>7CO2k=IHb@{YD?1h%-qA`)Wa+!rvhHtdz{D0>^8Nt^ZW#bVfJM)G>&UI9
zs_k`O#BTDvHpP0{Z>y`pzcP2)&jAc6F79hQQb`=yAP5)#>MZrhpyK=n6!|BRd20;8
zz|+%<xj7J3-+r*4TF(TC@q0AV5Tr=^){B<ca&?;1CXv`p0(Q9TS5$6!HWS8dmo;H;
z&d{O0(Dv0h0v<+&B;tEe8a@U(-dr6DWs=v5ruXl(F&eBaB8pK8kd++54hmS0mE&T0
z47GYpS`<N>6U6QMI&oUXkIL6H_PR1v=7u!f=bcFdL=~m?v0La<SsSoeq8vq1DP~0<
zs0i7ipz-;4X_cN{HF3y0!D9$qYi-(*wpd~&;&{(`N7`{@6lk_i=x@?SFd?+Czl7p*
z%dX%!HnrE}XA>xyat9<!2|M_M%V-G+xrj(al5^yTN@)bmqVpiX3e?O@$As3{si(@Z
z`XD>)^;}NF6B5Ph6i2ghQpgkpFv}#c5DukSFksTg4P9kc&D2}!Bq1CN^T%djCCF0S
znU1H3Zt{(^+@Y@4{m^D+*7-hvRO3IB_Uh^aI||$>be!zI3S&@ssZ9vXi4Uqk9Ui4-
z_*zQsA*BVnq4vecOPc~RgB6QhwJTpbL8+(~RXa}~VPSern+@dH0m!5Ud;QZ#Nioil
zNtc9GVMilZ<AiCN(vKI_bL^oPOKiz@sKa2OrF*rb8%12D@&49}igQc_uh>o@YEpTw
zUS@nPnR6+tce%@Ur+sI^FM-CUkmgs8Ch8!QytOeK14t`1-;5TMqF^8o+%r5tuaEIc
z=y7uO()iN()+HRR?*>)SkUP3D)6>zDH7%t1g8Td)zqA~EZ%_8sX%3s@-F%E_Mn*PE
zyhl92_p45`Y8Y9rO@KH|m(-L*`S5f&@|cscJWMGSoNS$V{cwo`CS)irb^3Y0oIG_}
zPlOzu6fF>X4Q(I@#l4+GM>bQOk#hB@r-PW5M*WDHdS^B^kq6}o9vx#|0D;GxS0m*I
zK#5GNb$lY5gU_+IBXiwh+_>lN@I8DR%!?=IMxNhD`MYgk`?sZ-)KqFVBhZ-8P%gD(
zRGM$K4<RIalm4R*?`o$tXSsn3eNPKGS3YoZd6a%YBY97=G9y>Y1ydHbP(5YhkF80e
z5A(%^vXhh=aGWdJaqk{rM$pnul+-E3)^=D3D?$jwFcwXP&a6jH-;LuwDSw|!_K#>c
ztLq^0kn0GE`?}=$-j<X%nC4=#4&jjYY0RFRJ#0JAp~s8OcB4xd+n&&Nu5bxO-Px3_
zQ8r}^Ur4<6LEl*m?G#9ENby!&$=EZjgq^Aw)X_#_%#nK?GGo=cMX-(13TvJ~k7{tY
z*<l)#b$&$gYNdSV!Qo&gl!J^4x<O@Fz8|t3;}UD+0)^#dq!*G;M+Z2OU$k>`L&4B;
zm`+hA@cTs*K1f!WY0j$wn)6bAyk3T~W_C6vLVU&G#!f0Z8pcNCga<{lVOii#7K>a#
zZBJ5yUMymc)W2v2EXU($#y320KF9ZqFcMrjD}@pr?4uDTJ}^OX!&duRn<~gq@N!3q
z-)EOjX@2u*yiIckUfw}IZ~rLL9j8aEOlayDA={!J^SLp*`SH_%1-&jk=dR;cvn*XM
z7aTjB>`<vk#xW8i*zrrLuvIPFH=4I>()2PaFmRSvD6SlO%I%_vttoT|2J6w<2FPua
ziS|6j+Bhbb5?HP;A1Zm;iE*a!VD;{#*5ui!l705XRtR9x;w3i4$&2hxupN{s0b8uF
zF?|x(Kd<+^&_pC^nHWD3=Pjkn>luB{$}@1Vy!hYXoTm>#n;`q>z@8Da#ooV6l^n)3
zgN)cnl^`W@3AY~u&VtAnHGHAdF9m+dBtt7b>h<Ub^=2+@$u``tSHFAi1+IkD8Lai<
z9#&^#ggogH_R?_~mE8?RHwoh5d|a(=;X@(h!P57KVfwYbl)d^gckE5);#%kgceX3e
zFgq%H_Qe16MY-}04}OK7)I_{<(d(Q!Z5fboA0Cm*h=bxc$BLALf6y7s)P`z8L5Dfh
z9|ZPCsm|pL5kQ{|wKAIdFZ<N$nR=wwIN@9Y9z5$oqFA#Sx4ypq>JfRQ^I>DD*8&+L
z1a<fLO=ILwwy6Oc%KVLV<7YpwDd(=NP<FtnVc-=FvjB*J5(;bR>@czU5B@5rF2pTf
zHT&FlQAP6-x^n2-<hQYDs!;lH%*a4+@;3sQNEk%evZ!L4@{&p$_$t`Mh!X_IZ{QVE
z-MGs;5PeiVma||LZhYBKDV9FLu2Du5T>U~swRX2cFfTi_7#u+n0*gGtZLj|Df`sja
zwU|LyIjo(N-lj%;wv#d9@D-3XXMz^BI5q&0Wnp%60t{n8I%ruS&&Q2;ir>dgO0@zI
z6MZlFxYuf(4Vlt=t+!1;@aYOYDJx}yucwI?XL=;C=Iky<sI3QYwPB&EtD&^Eka2Xk
zN@{YrJJW&-1k*=$_TZ3psUg!knI!G^d8DO45BzXLZ?I&y6WSG`wi>&ZJN>JI+Ki<R
z<XcbNs}EmEnfqa)PuJBHQF$q5W9g1h^7Lcexu7K^T{riIxKDl^ejW%GG}2GZNbZyM
z3pXNrm<*7PLaPcP6D|V4HUySCeE@zA<!-%g&zyI^koWME!)h%s>%*s$AqU?+dvBQs
zKP!-!*q|2D_PxyBu=7ho2+c{JDbOHHkZ@4v14nm>51Q_0n2i=kRknjZJ~!=FW6aOI
zFnd5<UEL^r;Yza_#nh)}by@GwFD`EvB{8&=#YT1iRA#<({1MDHg7&_EX1y(Kf&5|1
zxYM*2Y-`;W9wT!!h*0VAMBl|Y5+txcW=JWlfdJKY<o@Dy{>k_XcIt>dtyJn1Ym7Rw
zA}6);+|zTRwn8iU=>T%666HnYNA;Q$iaOnH_Tzr(9K9T!vR)f~XS*STCyX}ekvo<(
zHC&+Q-OjdYLsum8^476k&84T4$KJ0rP<@rA!eduD9oa~A3&`B$2Hc!%-o<4mhUwkQ
zL!52k5#?sBfGucj1>F(b+$#z+E&_GC6&ts<n`>ds!&qJZ)sJrF&AsmMsg?-TPI~zx
z96LpFJTRgJ;a(NnIkhckUXW;EzH-;c+_CrLKC%8D-_h-6nFGq+%C1J%4T#%02iY+-
zk8!<Db-zXeF<mf2nM~iy=sbJnyq2!lP~MN8>5rl&0mY9k*wr0G{yH#3j92oa^t|y8
zL}|mo54{Q##??VjuO7f6-+fzOl;>d&J;ad!&|QUSqRWl4b<QmO&i*IvDX=D}lz4Z#
zmIM4{tW^;WWg6S-bZ0N^B0nyFgH>poi{r}=mU6~MLEU|`qNgcqyb5bRt2d*g6-a2F
zJ-@esTqdCFEuK<o^^5h78z8^l`9uAK+OwFjxS&wsXhm#&TH)Ic=HmjRX!Op5?j;_U
zcfaA>tj|h*Vz14|F+FqJhDDwn6h<P9nr>3#=!KZ>5)TNUPj+PXl5T0+{Is(PMUC)d
z(6X_fzN%LF_nUlH#1#b#m<Wuk9~lz6KXAWMI(qfTHlZ};BqHvNE~!zxN1LvBP^1Qo
zT#+JnyuOjxPB>UYuhKNTl;;+CZQmzX<SXfLJPntTR()=b)y`}rLomFJ^|0leD$TWa
zG#RixiyITqlU9SDZ5+p=P2}>-O(wq`c8fJN+j8Heg0#kwsvq74MO6iaLIES#NTK#7
zqJ?n^Cd7wUBrpn%ejczok(RX$#BkZ0W26X8ZFE>WS!U!CDdT8ks`#`OGN=d!Y|RY6
z$X(87anNBN)AK>&`EXzRf)9Or$)K9iI`}pf@R8O~<F)&-6k}yj9=KxSONU;&Q(<Dm
zz8{JIQEvGP;rGZln(|TjuS6+-vv%fS{0~*ip9!e{E2<P#QE_p3A?nZMYkRXl5(_@l
z4*r_Q@ENm6%k-J$@kdw!0S6=Fe>E)peDfa-3;(?RyJ6wyNB=v+LYB|ykN?TA@L%ai
z{-yyDrvHon;}4(0Ka?Nxe^-5Ie5#KPKfMb7a4Iza^eOy{G4|i(8~-H7VEIoB`=9s!
zz8vEZPw{`$&V9NRYNM(lUw|IoQRKi{NfBMJWcg6web3t!<=+qSaRtGH?eg)-(FP-C
z2f*t_BKz*he`PVa5>(&@q!$yC^|K!5!C)DVi$*H!wSJ8@zZu-{VkX!)d~o>KlTqs^
zeOOS_Lj#QVMkrFC`U`ozzWSMPPsz>}^o#ub`U8t_m9l@wcvo+{2Dj2X>-n|b{^+WQ
zl+E^BW*QI_z)s;1NaU1n?W|~TEV&-G%;GT=1F0`NIk{J;M<$oeyTQwJbAaJ-c|6~Y
z7J6?uf^U(x7axa`hcdT*Zh~_9_}F}KPrb_=Z>V%moR^oEA7P#Q<@Ze4nb+>_UR-?q
z;xhN7b8R-0+3bE!bAY%^sn>T!gE%jrH@{=Fw8xMHHSdCACt`3Olw@c!T3E@bdxWg`
z+Fo*2XJ4C7$H7sNcMHK?VzTD(lw#8YD1~_la}w6*>mu#q@8(dfp9Y0b@`lAD^Xle=
z2V$J^;S@hc6YUEGDcGqJ(xhYx2Nm?^xs?eHMAo5|oaeFUDZq$;0ywK^QfRowzQ$VP
zXooY04>X>%SP9?>*oi-K0LO^W%nQni4By{<^1%(Eb!+!&=4j-!YE(5;X%{cG$TgGI
zo3uV2qB8_`!F7>X{lK8$s>K+B9TleDgUrXI%E|ze%$ynFOmOvXEeETb7wrCn8eF0J
zSA?YtNk<3fa7+u!fXgqe^}o1mk#a=jL-3Hsvw9FlHR4dD<0_*BTtkc1cB755E0FG4
zO%s0CW@nH_rxv5(B;<&3f`u;;<>ZL8;QB&ZE8IhMl9Ir&B}NlL7GqeZI@@CWti=my
zS^t4Ow;5s+m>;oOmj$l%>)v)b2mz)w>>Q2iaGM<9;Usnzb^V;T@$1f_RPhl4?QqYO
zk~VPvD|F#;sm)qKHyWnHQCaFe0x|rGUoq0|iKV#e2T==4IJF3MQj0qWlQ6zfa4=`|
zkj)O^1DW6X(~VQGtR3L_yuq_jQcXUqYNNTNS{}ENhG8LGO@F{+L$3Qwl0D_kk&>uB
zU@fjeMr)v~RC3Isg_~ur{IY^Sh%5S{>OeyPM_AGg@IKmW<XTF@Y{~-+;TloIV7;3i
z0oBJ?_a_&Mo>i!=VmIB@y<1E@W9E=kPzvfs<5OwONtRQML4}Ij)(flC7>{u3_Wzy!
zEvnmRB0rb`=4)`UD-4F&?|rd{*r?0Nuiwm9@5H{bSMnW_5E*~Dw59;|U^`Q}<l~|N
zRT7_o8aQn6C(iKt<QY*zLao;!5#@)9S#4h)cQYk%*cDalkw=_K`g7k?mLQLj#s_4C
zM7)S;b&g0N&zNY$9<giGIRybT&r}S1@{yHOb3)ot+t@-i*Y%802*}^_K(??)M*0YP
zWn&q35hBRWaH3OQkhw4GvCM^#9AsNrghx|;ITIn8{^pCfO;qdIe(CZfRhMn{-%4p9
zSs_p0_z-8_*p45+*S^C!+P&D>=cs#m@37cF<W#cimh!PHptksqIo4!3e}t!P*Y}pd
zoV$z!jbRxX%!>_hcIiH`38sR9U9wrO*BztPJ1B(RXB=pA+2>UVwI1Fkt8VCW_P+7?
z(d`0xnNq+6FU+*sBh&L*(><ynA=-WK0~xVDIn7`|W2UMa8Bgjj>JJ4gBm#)Y(|Rh(
z5ULp>Iz9TGOGWP<P!?Z@6@A))j}BA4pj?bD82u||B5o1VvF-F?!z`1Squi^IhOidG
zp0v||m4@FB(h`#VS@T6uFM9=Uor9;GUa;{>X#=GvDBvqG56Y}WsBR4Z9ZdwRSZX2U
z!eEk;KkY`9+m0)|@Z9*1oPiNjc@-<BZTPHP3wwRtklbxD6d5T`(Ar<gt7!DgNN9~f
zuACGG@G^N-@10d19eu!3qz$JO`7wbsby+zRYao5OsI(Gd3hr~kiZzB_leLRxiSyW@
zqOOXDuC9iza+1nK#bzO;+&;#QRJ``43L|dxF<-o*&zc|!d@T?!1k^SjSg8ktxN!sw
zPNYMr29#YyK?6-r-)|;xjLo)UL^{pmG6EO`$)AeSgk-1=dpf~YUIO*^v4&LBTIdxX
zKzE+*%viGAf;xVrR?qeI4Gj2K*Ok5Ck&Ef+3*rZ*n6D#x;n$LVvYyYm!EmzmI1kfH
zJMZKOM)_*DoE@0XFcxW6sWW*^!?oirZ#6q>7|Wb)v>tq&Y`KK-7Q^P#&S>5$w<XSU
z7e6^!DLvDu=J`fdCK5XL=H`17XQla7^q(~C*;EtLMJGi&W9lRdsgI`&WQ`l*vs5-Y
z91i3~4PRxg7ba7}auk=Y^Jvq|(NL<3>~$uh^oOQ!j$7@y7+($VlFk&ZfZ4+?)8nT3
z!$)Y9V~RG%#AC#un@qkcHo}r;pS>!Nw)eixcv-38>!jOzTM8jGm5MFa`HY<{-oeXR
z?>L2Q-G)_`wO$~TS@`Y28=cmS(+68}PDp*ufcf;@K=hXoY3x1rbSjnJI0iKXxq$WF
z%i_)?5^B5&pDz+JphK5<rcW6*YHutR4jEV&U5#p6@!H=A2A4}U7<@0<k(g{MJyKAD
z6>JU&_(6uaz7mwPEXviBe7lJ_)@0G5C5;jSKG+M3qE|-I!V{abuiinyAJNTuYW2C0
z2N26lKt!y0ni!4j?v`5x*3LZ3>nSH$oXlybxjA!qDpYi3^6~M}@)(TNy2@>89Z2j^
z$_;hbcV$;uSt|LPTrLL>fi2Hd;(ht<Cywn;y72?C@wT8a)X#-5x^C>^4P`pEqZLf&
z{W&sy38OTBw!IGhnkqXQA!|1WAr81l(eiLd>0|)B9AlR2RuFLLO{)2F6#h9_6AOW<
z0yJWC&P}lj;yW=!uKna}zu#SzvT#8^pR^t>)fgBm<v9vyF2?MVXg?~6JYv73pc>m#
zAzL+oD@nbd9nV4xXiPxhu6};n^;a?*%6E2veJ-edC<Sw(1eRGSn%iSPzLnmXbUi9e
zEPGC61L#xLGIUlEw=Ux(jc<G743s(Yo4u)od24~Q{VhUmU*gFmghg=-n1rdNrH~jW
zbegef(=ZaYhsx0D`JChYs|Lr?GCVV$fXj$SQ*8C#g~qe5FOD+hXx=}{eTo|^jEdw)
zEs}d;?{!+|^&*3ZIePNAw;Hw%`kx+SBA!J|iBao%@>lU5WCAfhe;OAo+jQOVinDaS
zq;=*&7@0bqm9_3#sk)!zVo*_J=j5J^9Jh^GLV(nqRq{wJAS0qa(|#6<B_%$S8%Q)5
zigjymNwIw|pF*ff3AsW>GUxw;;LOK{k{JmPx+&qj*0k12m!Dzodtv)Bd89~@ne}=o
zTMR0;42Bwp^%%psaG*#FSvK7(TpEu_)G2CqcvtaGa-|yE&v8HAGEsxTnJMcWi12iF
z&@W@1GAeS4*(QRy!2?Q0^tj)r4cS+o0?!Vtcbkq$bK4`SOfz(?I_9XwJY9~x`i&$C
zMqz!q97i7NrN&>}FvI6h*-*`%JQrH8!8VfOc6X8Q9@?-QaSv6J<tnvD-R63@clq99
z#QW2g{5Lob!!?e2FLYm>r<P0>q@(aBJVDXXy+H{}HVe4>u;sE(dERgPk3=AYTSf*S
z_#sy+*aRTg@Yfks@26(f4QDx>0FOAzmdb*P(&L@|`56ef8%wqYl(~dqW0$N*!5@0q
zrVSyI;t9NGR_2n+YezJdZq^e?324bzq*OZIZoDfy_6_E*ec?WU)rr$5fXxv~;*6KJ
zqE2ZLeik$Zbm3B{(rJk5!b0vIION!#s;XZitH>MTx{8<OzdEk`Er^GS<1?rIuOfQp
zznx(|*_Hp9*%1|y(NO#+W`~LGA5Sg+`%>io8*%$Tojd*n2tH2?e_!|CfP#OE+4<Y)
z<?k}^|6q1p9PT3FXa9-WVfw$!&i`e0{(r#i1Q6+<{)>9^_oMwkFgu^EjlZX&{*UEG
zMoC&q?VmF%nVA32C^w(X&i@;d^A{(;f7MO-_i3E};BfREKg|UHKym)NM$G>wy5^tD
z<zHhU{$4Ks=H>YBmCHZO9{;gTW2OEXCb87X%Sdu$ibl;C7b0U?wqTxFW{`OVn<xQ9
z0tIH7#Ki;zAQj1g1yI7qFbwld<!ndzHE15?Hk#V3l`SlpUwUl>TW@OGKzm$zoo=+L
zz7LObdSqu_zIbn4zTiUXvj%==`09Yr%7w>qSl>@eLPYTY5cf{evA2(wZj4GsY}>YN
z+sTT(;$+3PZQHhO+gh=0bpE^h>)n0!K4+gkH|O%Li@JGh)c93Bb3W6iOj;%ISE1*U
z<wO#^1vdn*E#MOv`L_tI&*r-kc!lA1=Q-O$vgXaa424gQJ`;vL)_ruTxxKZ7f?ell
zJ~7=0pKkp@gU@HZ!{^)M6Zz10t6>i_0UZg&{1@^EDI)<76&Dc!lXt);oaY}`*HOy%
zTswOwyUebf9v|NxlQqSj8()U^Ey6v*xjDtKrwA8M%O1<2@T3qSA~~|bHF><{FNH;S
z4{?ta-`qgEo>iY7A%yU$=#9a+5;&U_kyre6L|g>qlSXPb^FKPZ6WK2aD}f3vUSS5}
z@%^77h~z7Bn$Kwi^N$nB?=~8B4om$@5q#fH=U8Ge2C@j!VKGqh`wVpn8e*O@u84Aj
zbcURaId)_&$aI5vhNQR9dr}vqXh=4Le1@!bp&UXN<b34ONRXkdgNFMUdlHqTn_&Ti
zF8u)<A{PYKVNm|!lLRlW?`?xJ`(B3Fj4`RAs|Yy$M5f5f&~%JZFR`h@)_pRFYJu$b
zVRZ>}{6nVU;cby=y`APwBjqtonM*@Qb&nT2V;q(MXUnsrGTMbFxsI3Y1&^5$+Z;V!
zqwh$<bJk^xWpuOY9L|TY@Mm$;xQ2A=<+aWO4u@b<kICs&-f`!B2nT!zp9~}3<K0X&
zZ7Xg14ZIC@9?EN`oGE^e=Yh6EABidpD4Be@x2UnB_m<{N^EbB5=_Ihx{UW4r<V*Yu
zGMCzoiEX+WThw_(l2#)Ip0NU%QdN;{^>Y(_bk;o)hxI<XG$#)(J%W7gu?9PC>g3<N
zcu<qGT^V1qlNkJ#``NQp5&qZ20Iz_QL9s7nO2}Dq$}v4nPs9h7I6cX?cBCpod3qdQ
zWzE^qD?KHost8~vzR;x7Xj5e(4Sgc=1BN6RNexI!l@XyaYb!2f(dap1QwUs9{6ivc
z%8oJ?R!(B=tTZy6$TLLf`=wx5UW%gthk|N#Vaz#6Ow9zvVv1M+w(%ni)!|UCn0W$%
zLr{y(0umv#1cG>AR*5Bwdl4?lYA}UcNlE)W**aeK8NJ|pdcYpj8?%?Py<$_cEy*pk
zZ(O!V*zF<4Cg(6s5&!;?RfI!0u&O%6BT7CFQY(e=6=os|1h(X}js>)Nfj*2|b5DIC
zrb58d-g_X0FIcogSjZun5AkVQiV_F}B?Z~9H=XSxTsqEL@tZ)I1=nz46q_+mXz${L
zJG!ZIGhcC;H{w?R^CoJFX>bK<I8V^A9l9;I^<s4}H0XO|K>qj;s_!pli}Lo)^GPoG
z=fd0sA^4n9UVY-ABOXnNv`^ilsNeqUmdd{eR5b}_-eNF&S!_%UJFf~Rc9=$1=3Cm3
z@ks0>;%sF`a9A=%FWs0xTZQN3G+^C7KRsz6=#hqG%oUib3<%{B-#47R0IPDcG-Q3A
zX`_NsD@CcJQ*H57H^KSn@eF_VVJCWngC2e-KfXB7^tilfc8nU|pV7+ryn~bc=DZ&t
zMt2lF&~Og}vCc@;z+5Fu;Wk#v{3LqeeZ|-;Gq<&{VtNi}$d%tj)x%fB)~)Y(=<Lof
zZTH_#%&KN-{xcJ#RuMeM25f06EdK!d%!(mlo3Kw?J-C$ZkO>n_@|F`0kDQ}&37S|^
zSt|+UI7&wy$$i`a(9Khv9SJ@NT`89p_euuv4`?}p03J3WAiB`j?T6Z=;GOGr`cou@
zl(v9_z^pYSea3$T!DBKkQL58)on|b0peQJ{aTfc^$%)y5Sh=_`Fk+hGHRVRW_<4Kc
zWQ+6NIxJ>GNF)L-^n8A7vqwul!oZEXU(D&WiQ@Jn)pUaR1j}K(+Ml2m9Y{fn#|gGZ
zA3l7{?&A7u=R6ceCI9M=6f%-|Rvq*Q9cva9a&W^KgHTDR@(>jEkSwt3#p@peL-VK6
zjE+Hq`&!bgWTWJx8Ve{p-BNmbJ75~-#mrtn<_u7#a8H_P1wxK)%BVp!?)x`3q7(^b
zqEtkJB?fG;+mRUqwtZX;ZeA1#`yFuLRZ^8{>+AaJHMh(rPD?DnQ>uyjn(|!|wiS#=
zFGq*CBoX6q(}H1*$~Dz6z~Gcl#2x&lBQ(q-LbqUG%d7t`4hqH-zsc99iSO&e8|)<-
zm}%0T7x<hT0!c8AK<hl0F~lW}s*#hGkoc((EJ@w-O7s3?uOE8}KXNy!1Ar%h(m|40
zD>;uHet-W0^#+aw_r}C<lM0(?x!gqG1A2+>UAoxVW5f6&_LTu#c>tI6gR4)IXP+Ul
z1Ys7)yqA?rHiS_mBnlsst-qyDT{5QLY$g-a7V__+9i0de=4v^O|LqUckI;&tM3J)$
zCr;{paB#4S?!?e3*_EniZPZ!|5M{iqnFY}KUSGc%)K$n|AmZ;4D^+pEW6=C*Pyj>c
zw#TMx0c_%L`cn)(Y_|VxmDUabGL=vMT4AV%j{gn&#(dKIxW13=2Gk0)^EOJoAKiFV
zi3o_URb@|ntdm9jy^T8J3&}wT2gT{l<W8;;W8(e?K;q+Vhl<4OZ;T5Q)epY8KSFy+
ztPiFle#&1Gd)>ir8Ji@Sg1BBh4IxeKHkr%}MSdcybG;ra<U^C9DIJTN9%J3D_2}@T
zG_}S@*e^;2UTt_Pw+RVBs$f8{C8YwM8<Ov%7AxMbLF5z-v(I!OrRq<?LW&a@aFS2r
zsNuB_xIu+D=>Ie;h|2Q-KOwRBS@o0GT?P9*!`LxUjM1v}A}d@SC?1Xm1TfX>C}1h)
z(}1cZm35X+l^osl70hij_G93yDm+10dabsckYQV^7hcqIly6H^uTX{efdaMzmt`^f
zVS2%+J9cA-9EZ32jYn$_JA=vf@mt6$XgVNxAkZV+D{5GqqI_!vVk(K-zf^XPouz??
z+``92F5b(DNLK}AFNpfMk{qPhxqoezCSmpR0<OsSz^SLtwX&+w)}!!pdRE6k<0R{G
zWIKV*#{OJ3<370z^ux_{WS`6T1ZK1<TFdbe@p%579dVhnmfuZDDVAO_MGasAfV4(_
zpkW-kLzV-i{;pY&GZzBVbdZX;qRTWOjMkiAUz<S8M~3^W6O*e7<r+Ar(r%2FMR579
z`LQ4Q*Bg66ZOGsE$d<Va+0!up45xCr)2-yvPErCdp7tB#6VAu?64PD^0EQW+B(CP9
zB6k7c$fL#EdFvnjP9}A^Dr%L>pylftYAc!MaJLbWJExQ%)NC0A(1H%+h-!Dn0o@?#
z8F`l$80%>vQD<y2-YVK7g~AqiEso4-f#<A}DGI$2bm7wxz>D?2xz#w9Av{s3P{M|g
zoZZa}d7w%B2ICX23bRJ?g#`(mAL?di;PF--GSQt_l3D%W7~DI}GSKYr-Naezf^tz(
zGqkN>01eJ-TKePjX2$_8vnJM+zpI&>{RtIv^hmApyNwD$kR98mEOtsEfghC{ct+hK
z_zkOEs;?{NPd$PI-EP32Ep^WYjG{>LRTS`a_5mN1E2H|?1K#X<(2YK4<_F&hul~^i
zV>&VjY4w6MTfSwQ`gvqCLQ|dJ(o+TB@_^*{0HN-~8MF>g^p@2Ql*mAs(UM#lt-GPZ
z_nV|7N>leVO+5=xvAwsA=1eA6nC$}xzMpK92Eav4%~H$71!A|tPpM#ZK)05FkdS@Y
zrXb=SZlzdxrZaFLuS(Lyo*?rY8SM}csk#OQ8cDuHZLCIN%seQ&ih6uW|A{j?s5e$M
zXsbd-S3N_~=J{k|Z$sFADr6%t^o6Nh#T{$$t^?~FqM9YJvK$Fx?V2feOH>+yEAZTz
z)N|<ar<!mMwm5s5t1EOM>CY?G*6^ka#idk82lPvMHsYgWXNW%YV;{}~W*3!77dsxQ
z!a?>(yh3Bl*d`k70JywG;E*~KYG7QogsbA_&5rmqvxcUwQavHz)bDFbX=G+wsI4ga
zeFQzd6?nZce-zCL>FD0(3|s17)dU&dUD%VPmXSr}Oz|yXI9BOPj-P76pm#2nl5f^E
zg+j4)Q)3o{j9|8oZC-CcXQf}6c_8>o>MF7xi`cuOuDu|7ChJAVBJmu(1j$V_v>N?b
zKFtvi9>saSPYVkf+wbpm&MRP_<9rat4)z9;1`!jPsTjy^6fNms-0*F`W!gY%*AtU1
zd9MKf?!LKo?Oi4e6lVxlktDGkzCcX%J_0omZCa!WBtIk)tD$yev1@;14YiTE5p%-3
z&qkMX6Y{;Ots0PBlpCC0%_`k0ln27TC8SR~Jk{u^Mn$*m>}_LEeJ-w0-VaQgUcGU*
zduX<WeCsN$*yM6KS!IaUS9ek~g-o+>7H6$Do!GR5qN#iiTe{qc3ui#LIwW`b3_Hxh
zP*@$33CJ#_lvNFk!EpxJ1SrG(HKz8I-LQ7XT#MB$^B3G74WcOr_GA>ZD5NO95`>!y
za$Hd<e_W{{n+R&^sDo}E)i`h?2~%^;5d)kQVeyd>aZ%Obl_ho6<&`0IQGk8i*gDcA
z%NZQw#v*@6J$rMe>ALf#U&iRsWW<aD1&NE4ud+MvkOdnU1X|$QD+s=%xv^dADm)G-
z_M1*#(!!SSJ-Iw2%J@B!AWqZDfX6%4i1h5bFv5(DKwqU4+sIs^vLVB|LBkY7(Oy;|
zu5LLUx5U@YL5uB{4Z$|<p7?;b*DjHBS&30&k2uOAl{qZ)U?SI^rJOHeLY~d)kc^Ka
z8S`pnbl(;Rq&SyNXvXxD+Ai2IC)}?*Rgw}-p=i@&3O~poB?*Kix&+F6<bGu$phNuS
zd84*V=r<9u>?sxrKlY%z(I~U6>!v@+%gX?F4^22@o8{QHs+UYZ+ggDbBJJTSvbYc{
z@;o2lnAz=3rz&Mn-%ZKLOLqE^QpO_`U~kntu$4I(B<rzARg$tKrX*MiKPB=q1obgM
z!fhmRGD)EG(62z{YQ8{xXbanUTr$I=4@faP$b#>R5a1-+GzE4!J8~w;TD3g8+E(?R
zFr6Igg}-7F=sF~X*ec-_vnb{1RlymW$i&vH>yzcC>cV14&|1J}L>u#d+p;*W>_|+l
z`V~ATx@6myP_{*~%?~OQmG(2a_zlLRgov*fIm*Dnx~9eK`=|87NQi+yazqv?KPZZZ
zM9gu~(!drVv~oZighJ?XkD+b_+KkVYQa!PB2~H|}NdaB9Se5KT`Q6ZKxo0fAle-aj
zCgA%1%=Yjc>t@Sm`VXAgFz6=XNSaQiX(aiQ4#_i;97+7HhUpQUbVwrhSYf6zRwl64
z>ug-$(@8Cxa6;MGqUjw>q86(}iIVaXB}g2K7}gr!x?RE!XCn&U;nK?XtEE$Jx3BFa
ztNG90-3&y(Fgut#I6y~zsZ`0N`)+sA#kpfK(|r>qk{p@%`we5!8cqvFWFzr+`oB+&
z=40vh{98zicF+tG3yJRP+F5{U3K8V?Jmx{-iSxVQ0&T&${mh&nFzuDKI!I%-iTk$p
z_ideAMKeM@^Xb%f+W=bxbIm2^d#0nVv+fnj3R}t?KzNF?46mbq>~{L?q{osQ^H~Uh
zm7Ft)+)2X^s{(H0fq{Ip;i)2=&73f-@hR7`74sSJ=fa%wJ#PUAL)u^fOi@kI+)#Kb
zDS(#4t*%Frv8tM1{XFh^UXB|nB6z*0^%wYCJXU7>f-65^5Fvwl7W@lWth&Z}&`7~A
z*F)ZQo`yq2=AAZ#zhf8+fzab-=*Ni%yTB!762Swmu+Y(?2hpdgL_u**ld_Z`DHLy{
z5cjDh0&Ut%X^NSN>N>#|dQDNM+^r{NwBjQ8Z{ZWCDUwR_MJ~4%!F+@~V*dB1kMn1N
zY`+qabCYfEog&%ERaMnfsT~{c>z(^6`!7Ip3oJ9JIv}iwW1!&T%-00N#@Pu7CDA~H
zD5FQ~X3Pp}I`%(839dEV4B5^5zJE#q<%Dy0)H(>++3BfB<PlP`U@CSh(lrd|@2-Ea
zGv`8#1`A=Q9xRDL*{1!r#auWfr~uc(4SC$x+#I;_*G00Np2S+Dq}cW0iyEAil+bm1
zr)Ma2Jd&nIqK~24zIYf9?ZG&(Ym^p*Yd}(mQ6s<dUwH<_&WYuy7KE5zm0Eix#EK41
z@14cEG+)4`KcLr+%ULaRk3j9U#LUr1hnN`l;$L=oK;;FZli?Rcd<K`SU}$W4EddE#
zffPIb?Tf6~1$b5@F_wixxe5MNB(o?er%ojm?h{(TOX`@B4T50MI;a42Y57q0cskB`
zCI+cKp8C9&Hcuc0_3;ASK#EW>I;tc`tZvG2iD7dhmOF>pu@G`ej;Zf;Q?qA`V`7lo
zq}X-hUPzHK9Go&p<Md%&lzh7cxo(Cr6}Gu+T{BNsh=i~HK<N>7`vq3-dGjTEPX2i%
z*;mds0m#zoeii;b5lYN2ng{Gr515kPn7v6_dUQMoxH}o7-U<>SwJfvsX@0!*z)Hl0
z^WHZj@^U$t8+%$c6>)6<LoZC~J8^;w=FYgNby0(P2R9KLHzAvVW8ZO8g$FN}C*5$=
zKH|;iF~1Sv%=Q;b9AB6P@K2kn6>K8Qm)fdc%54-~cb^Y`-On_S@+-upiti4Ij$d8D
zj1537g$={#p8R4_$Zw&Ro_B2VGx~JHU;`wNeagD2eL{$hqcEz=sL8M{(S9@z(0I7n
zI6kQ8l;NpQ(WD`K)PKuKxkquoAq9^jDFstahjDcu_)NWLnIdPpPsG()n}G0IAMRul
z{_m-BGB@W?N-bN=9;!%_Bwjq{j24a&R|x2z4*<v#cIj4LvOp=*!t)jL3Gv^EHe~B&
zWG#*2vo6)@9<Ub%|0o`Ey;_^vpC5zbl}b9@T1}j<wro8v>kghh!uSrhY|k;iR*MRD
z$6>pzF9^UTM3qvD$u$#WW9W9CtXx127l6B^^4ii~V!wVNL@T5Zdn=xDzD;L*F|W&~
z+2niBiz3O)W$(7xbw{hK7Vc_Vkx2Td>Q&qDk9P;)V@Q!od8i%cKeq|IvEU{AZ)Yvy
zgaPKmF(9{|S6xO+g1t%WKKp}Tv{wT=KALOHo?>=WAw|B-H{KP&0T6UExL4QR-W4lm
zEz*n7DL{hmWI&i{C|4#oC(fB)^=VnPq32KyHN+F6+0aQ{ji`8DU*nzWy+LYk(#6^V
zJ{}w(JCL){{^uzJWuXz<+K<rn!pnbpd<ToN=dWP=6U=c9*9&G08zp&M)3W=(B{9pw
z7fXM9&Iq~9uDrh2x|CgNio`U`Ids*Ki_f1{vtoHY;POFfz-FK0QK3=LF+8~1I~tDd
z-HgR#LZMkorg-SP6}lWkmnOuw-xsD^hQf0%HWM@w*KgRKGm}7BGO5OGc<%cM95QV!
z5DzVC>P;-e83Bu~{k>(3Fuv9TWs9%iQ_jE9H-gH@Iy>k3i6(<(GH^y^`ivpIqsKnl
zi=Nl{$7E__F|{ZyzY`{RzXeQrKhq~PZ?DBia8@EW78!b}OMOfv@!)jWcgdk)U0eVH
zBm&C7hAahTW;z>Q(?fs&$K006D(4p^$U>k@LBSr>8)0MW(a62%M`AR905IQ^)$+>+
z+^2yZzcC+r_xS@l?4QZVmYK9#`0JRbYW=a%_|E-J9oe>O8g%xra3PD-**hr~71W$e
zD%m8HH%*=DZ3&x6NjeZS$~V@sc?}e3ym{4UOuGZlglK<!yF)iWy1PYW-xw9^R>Z51
zJ<(&~o7C@f^cX%D?qoYE1q3uAK*B|(#If_Iy7t0~FILBXy-mV%y>msNIlF^t(X8W`
z^i6<ddiNLh-xawdpM{PupR$h%IVUVw8aZT)wb{~KpCn1_&jnU&jc=0OY7;CCK+j)2
za8=EvGL+-<xj?y;EytC%iygGA!U{MPkwj^y<dz*JO+!1|{!4Lr%k~+l8K)K4fQ((8
zyR^~aLMg?t80Z+luN=-TZ~LnS(3BL97m0p<FvPj})WCsZSiR@2ucLF{_POi77$ku3
zC{!^K5y|I4MTZIQ?AuojON`S7jMLwGh>U*Q-2Cu*9Fim@p9?)SCr{;)9QbNV;~RFo
z<*aXlo3cZ~H`Fg3UmNRl?Q_A+9Rp=Wonzfl=-!gHOdGvNBN_Ob#W!|5L5|xr`hRPt
z`AFJ1_a?c3v}c3G?FKgJC8x0)|G-HZ4Y0g~2kCwOC9%7AG=*Fr>hfv+SE6|OxvB?*
z1GRU}uSUIx*Nv_CPD5FW=^A@veYd@8$s?l0H)z+WP52>?Vk9&dcRFZ{=bS%zoNKS~
zs8+9(QTSL4n*qXXGtbOv&0%=>&-Py%fJ@5tP{W3)F<>WT<5y!>r-Ld7hik(V-W53Y
z9u5n#SNp8}Z8t_+onlHtN&<Z+uyf^>wTXaGOCtxyjhCREgT&}u!Jf9A#NW(67Y{fW
z+{zm}M7xo%2QA{+P49=8#zJ&DF?_)dbAkr}%lU^V7!CnB1)?{LmxNwBRt8d_Fja+@
zt<IXmtu)^>^kK@A_MMus6ikHcbPV0EA47L}$#4d`$`x%~5%o~TS>1Pm!1z0+{az33
zIw#X~;B8n{)qf%N%H`5aW#k9L;q-|iluXSGlt=eVj!n^6oQuXfz++)M?GR}4lX2GD
zDJ6e2i3owJL+E>+$duAy01o75{R^ARHo`ptpCQy6giTa{E9~n-n@XMqD({TzvZU!-
zDQ0`x8ek#2Yej*<>#gDLlo@K@2bkpi(DOfIe*esSv9U35`~#0znf_lwKM5sydBJ}~
zeUeTF))q$p8}j4)$wjj>{0zCXa}sbevHZte^v{d`YcBfVj{lyEX8)OW|L^ZAXk%t=
zLhy4`b~5>`M!?9<_WzuV{{M*l{s|`h`|SIFu<ZT2TTlGoyn6p+tN(H8sr_WD|Le7|
zKlE<&?*ALWWBniK?SJ0EKNs_V2JrrMbN?&AGtqGS(cX3Q#*uNZm(yC1%x&YiH!X81
zhp1V3sN$SOQcQyq6oA17A~40eZ9`*1A;b%$ngNR<+M`uEQ(5B9!Zoj-K0WEZKf3Mk
zZBBVzU!Gh(cR$k|!%zRIZ+Kqo=~{lPLWQ`Ur||F7@BFg=D3+ZtG_#(XltZ1-O2{FZ
z<U#QM5_d-m@HRsE41szeEcg0LI>Ud&6ksdEA~tW^12GdF609Bu1tEO#JCc_q{_sbG
zdLS+@9lG;19f`^O{VX||FB*}bVAA7*)J3G4nU;;ri@JkS2!Ic(S9ZMP4~-rw2y$IJ
zamtfPB#f4ml9ZH%_W7+H&%jFUu3F5XOv0stz)Sm-b@JzUI%+L7EsF+Gd<1`7Zai$;
z)m-u6?c`<ADU5-V{%z>}`yI%CcJfz`OtPc?fWvEEVpLuJBC3Tw_5D111oOW7v6)Sr
zwQhqNmCSl_7LVo8djr~(9?t#M#==oggRgxmhB!h)DF2U+PIeGr$i|qqDm#cs9mY9`
zV#r(<?i!&XJBXnCqqrLx>=;!0G1SGRijn;I&|e4H41pQ5QUxyv*bpYdo<pNVXyRle
zNnc#&!v<Xqkq{;ApyDxP?ZOxb!3=@<5cf$9;qBw<LT*<St;Dy&W<_&T_J8H4olXiS
zXFk%t1HIc8T01S8ucgY;_dL{}C$;Etva#7*wAo7!d-3x5d_1ZX|C;jo{bqGES{BDN
z?J#}1GSl_NtlmeP#$ei?2n|W56P}LN#7%|rNPA72y@x+;|KK(&`OP_)yMyPQ5P^kK
zNiEicci>Cp*i8r@g}*kM@S6>z#at5n()5>qMbTBHhT^g}G{11Rbte2M|6vk~tB!Lu
z6(G8V{dI;-Mc3sH^unG6j4*XmQodK&2Wxk@Ba*b7yWymwQwQw~vyMj4v+Bq<yT&&I
z<N}wj3uZB(+|c&s2FUm>HxyM!(Irb4^1(A!t5DmF1a%foKjtPc3Z_JO2l~J$|97Rm
z6HXTtJwpd~zr6h3TR86%69dqP8~NP)?m8C>)~H{9sls^R*t||uyFmVOg)bsTI4kM6
zLzFbAM3@fUSOukZH$=frX9s~Gp#N4jCt$%?TF=X+TZmFI*<6T9Flo2|RCHHhJp^Vh
zLrLN;QNFoXR7xOSlPv=?)o(i4X0w=eO(mI#nsVg5<>YO*p&_nzFZ*(WVw&BF2xp3R
zbV@RTG92hv4L#*8kiwiipx2n}xVU0nQ<<?&StY05=97%YCw!MV)ySU2958v0>Iwc{
zIb{Z>q~D17yBPC?eVbPe-*ZLV(eUOj#%#t3c>a26ba6Pqov;a?*3h9_@v;`hg1lIb
zV%-C~+^3V0;*Qb2j3tXjbqZ)l=<*oxrlrTRWw=Pf<%exH96zz+?mYSkv9>s=<AEDj
z{i<Qplr_aQQP2bkh=+fQI!7(#1t+|7vE`joV9AO)n(3{+Eo?<pJ=4RW6iwO>{1FVr
zgJTT-#uS@_q<Pp1b)l{@$!7&DV@hX19DsIdS|n;tp+#w0G^|dt-DeP!$a82?ZsGB5
z>SBP)S#X+z6iq{@BShz^-|^v|8bD}1XuKiqNB<=65~x<N81%6~E|zSvup9kz2abOO
z2BOv7)(+nWrMr7|VLrX2Nqj+Efsr<RqV_)ubAY%tGJhGsl63nUwJ+kvV@YXI)9&aw
za<A%aFN-*MTbAGBUuD1ChdYK+3z(#WlTG>y3s_7uhknDutj<E<+t&pAJ&Mgf_;8oe
z>)|&bB1*0j{2Nd5HGFrc-1G~|v+GK0NAnI3)?thF&_+jjTK<=l30(yGwLFS)+Wb~9
zh8-@I+h6mq{j=^^LNK2$9OxRo$o&Uz=o-6<nU_v4-#}%}lQXEX16Vg_;G7v$un(@;
z>az(>VxCG%kb^YjtgR){FOVO74Xx6c(~wq6FclkDWUtT}i<oG3`@xG~-<O}zjw$|y
zU(e0B0=jnSDloHHfT*(U%&@sD7&e}0FXY3I2yM;694=gQHs@v_%8C{=r4)OmqX+nT
zw1yp?2Bj3Hl~>l{b^^Y;%ZE0pnU<9vG1en63;mjnpVKRYYu%@_2r|}HOI5-p+?)63
zfq4M%eCvGz%HW?-D_D>Ks#NiutlHRTe`$xZ^kVdgZnlS)5YZx=U^57o(m=1pi>3gi
z!e%rV{dwY*{nbhn3nIY+Oe<n<&NW1-GneJ+btAH|An0crq6&Q{DOW>5QNizhwVLJl
z6R<^|3QTFERr4W~Am<D+KQeA~k}Gb#Jy|g$aQmB_Th>-lJ|-27om~J6NWiGlG-$k1
ztA&u^qm_WPtXL-i1R$?&W4R@TD48=O(<;=yO)iy>qdeS=g6L7X>()fCd`GYLGev6r
zvLDq2Xg(O?CB{53Qft})0PO@Tr`=kJ$^Cnr^?Gj><e<GNM8O58DmLhwQ#AUgs9FUm
zCw}XSyX)#My;(sm>0wB-dWj*Xf*^=?%eKEVU7vVKYeLgnI6V+|3qqZr3DLVf0nuJJ
zq|Rp#OU2l`;&yC#D2PdDdM`2+C#eW}<j`E*F()M@_Ewre9KKsuj_fEPq_af@{H6ri
zC%<oHgriMsq_WHhxFzozo=3ZuQ2QYBI#jyK=XJ1$@iGA^y>9SN&s7>7+*Y@y<*ycX
z=s+1;N4wgWGWsokH#w-^-1p<gEZX}DOa?)58%9;*;2C}Cnc!jA@%t_?EueR?i@zLO
zk;Pbdim)K*v-pe%2Miabd-NuHDJVM;fxm$<H&;3GK#ZvPs_y-F_UJ7N(lhPcA9t<;
zY+pwjuwC*gDIjQt7SMmK-t9ik*3IxCmQJKmV9FigeO+D6Y6_^SQ``jwo%UN((GvgE
zPY7K7*=;y3+c0*+p-w&-h(P2pyrbSb`@$HShQ4e11lh5pA->nR7QZJhfjIyI@qyRG
z%gl{ZzFMd>t#pVDYuBg4xJQxYvYuRB_PiP(2yuaWT3uW=3;P#izMI+_%e#(CVD!p%
zG+q9jaLxIkOAiBV8X5yYIdc`ZVotMjo7bB6V%sSq_?ziqFP2>++Sc@RE{bw3ThN=v
zO*9$`xv__4E}?Rsf6i^~J{kLtZ{U!bG_Kglh%}}ciqBp63B2?Y`V1SiWD+&aSb;&4
zEktF1tD4BFYb{jkQpWS1`d^@&ZeL&?;3N}9yyg?*pZbSrV>Dj2Kyje181^dUfwr}-
zp_e}8F%sk78E3!_AKx@Xte$rj8`@zca!W~b&kTU+b=CE`!+L`A!8|o)pIUZ9@ezL4
zKk&E<`(CtiQOCDlojJ%Oa{!{ve>x@g_13kJl~X$%{OT0)bGE%z8n)=1w!+->A5@nQ
z1y46^BCs(7Bsh#;6Rx4Y!>I=Gy!_~Ho!d8?t{iLXyF#L4+0JckVM^ZVo=q;41TCS`
z=i}pVXE_Sp$lFiz#JJ09+MFDgwoJ(ux?~}6HRLVjGV!rt>`+NeW@kcK_SI=M5Sq=f
z8vu<#$CX4*drSkF5X*$|;>NKuODpQkAef<%sf#KE(C92XIB%2-PPd+}o-$Ub&0Z51
z3+V&WVg!PWfTXIbprw#IQ7J{bq)aCQIs06StUq|B+Bg%cT;~p~zox4lQ9<DetUR?e
z5rM*&77Z6CI%9rEfRnEDk}uh9%!Q{**wuXkXWGB+4p2<<TM&N2{UM$Jk%8;dR&lFk
zL9GxHnG|nmUNMG0P_l<KRw95XM{-u3YixS)rf)kN?*0Xy`RyMU!{_Gd{2Z3{xcF7S
z33QY2wGNRp0Bk+vk7N}z72z?<@AGn>0uPcL%P5k?IW8njY}DqmTgz!Z)T|`kE8_5V
zeht|HcbS!1``Rmxf5GWcHH{0a0`1xN_mZ?#Zs9~yXPUpGe9(hw@g0VlQnFql9(q(o
zQh6r^^p{Qv!^UiTpMfm*z*nT+6Aef+Wvg&CanWa$-TF#Te-Kc&biX9?SNIG5Ajya~
zK`IwDTom|f0j;H`7hzdmu9$}q_cLhLS3#f>>9xdT+<XB6Sb7xsV$L|dc}K6PUB#aD
zAKjvw{5)mN;f;FEHU>1|mfqKr@yl*rJ>q5*HJYE*-}8PTWE-3>(C3JS472Vw$gVCM
zxF+YZ;KV~;ozCM0Gya_5YtOgTv+uhF;y?Yk5i#6qth^1)3@EP)SqZHs(A;|}bR%@4
z_o={YlD(Hy;3m2AIQ@@^SeE|Dy@lc_^qc%jc7`*gR88`80Iad6v$JSNS_}MS00_-A
zHlYM#gvJ|DR~r<D@3P`a{|?QVG8alh^0nLtM+MidD~Pj`I0NWG?0bE~lPxOVyC$JR
zt@m>ztj2xqiy&B5IIdB@Ws?}NL{{H9EkFm5U6Afm-41g$YNKd0zK&`&tK9&8gX&%}
z)})zaxN5vhjlJsPOYafXAr}p>ildZIF>25Zk3?dz7>vj=V$Zzf-uygm3kgu?s{I)v
zS2c|ougv}V5-Hb(AXK<_3<w`?z>SKbhfz7CHxBR)XC1hq@$W|4y`oQsfSH*JR@+vn
z?aFVc>caFG*1Ib)F`FAama^MCsZYX^lCfc(1!|JCM(9#l<EX6Xs-#H<@-PbP178=k
zsGHfCgI9K2k+tK&GVHeiMx!dZHX^)rTL*f5tXni$SiTgfp=5C>No|KSS+yu0Yd_f=
z(BKm5<I_N8>@;%aQa??MI9%81T>){f8*E^X)rgODONegH=apz|cQe_sIlGAF&L7!@
ze(AI<J!aV)gn57*ui+j8Dp#tV_{~>=+^7wrMF5KQmvD?pvQo50O`4?a%*&PN>aK$W
zKawB736HPX<)w~g>wCVNUut4Yu%f)X9+Pox(aKEol)i9-{~OjdU2pu;cj+Nx3-PMk
zGp1<OxN-GCOmI9Jz}?{F<{p5!G7M4a0^^o~8j)Vfl`)k6_q_fQQ$Sv-95sr3Bg4C$
zO2N&gN}U45w}v@6F(jrb)g7eAgwL>TJ)3?-+)<bTxaGqGkpaHGb)P0cuOe<DNeh?2
ze)J|0?VVQ@g@W#hLrMa2<H{A}S`$YZrYIQ&1`h3*@z%a}RvSg^)TS}MWYro4gfa~+
zwmI{{(v5{cA&K$P30<9JYG%5e%G{>3>bK>zErKFOMLnE*A#MXieRl5(p16JR2`pE@
z#OdYm6<Lm|N-nb`P_Tf#H*^?oCCLP7CX3rz`5&YY&Xg5Jy{sAv4Gm3=yoZx_msbZt
zqBf_Aqr>Z(o=?ZHuE8rr3EVV^$gaea=1P`8=o5DK6S;Bhs49)H)fjx?qn~vxMt%iG
z{u3%YjSlyZ6MgjxDIMC<G3qg=%GVTJuAYLJBYk=<Fn)K0A<Du8hJxlARWt)J%*iVz
zb|BRpW%xbLBPKPTbR&fe-DupyN!bn;V_BthsZY7xUhr?=ua+Ui8Y%Wc>=)4sVhx5a
zvX-Tyfz4$j7n9;V{ySr8*fasLVs$i^O+FuBGJ$3Sa;-W5iavI_E~V9J1>lp3g5r*8
zz>Qnvd$SJ%58K9Ls*;4IW8M=F>9-)q#JIS!*cs}^U^puoj*~lxb(?P3<%geP6MCb5
zj^-6FEam!O$LL!ptu2g=mKrB&W47<L0fXl|k>6gW5p?Z7FBZE?v1+t~?M8&J)7W1;
ziXn4Iz!Ryk8^^|nNB_tvrQ9-?j6Tn2;6g3Azgh^OUc9f}vJ&d~h^Rrt2TC-m@Q#I2
zREm*c2<uk?49BI-_(b(g%@{JORDJVv(GJ%J_L(IrOLLHW#r3yXgFWBCL`p3Eq+O^U
zMt^Hw4-e|lDL_93%WzGQ(QYjRr$|fQ(#`WVV@Nvl-ZdH}WIG~;Ph-bzK^5)Hobwwu
zbHYk2hg$?L0`f*$z{0|)W9!O^Q}+h&vh9TdT^&aopKe{Jq?+q+3MwTia5|h0gv5-j
zfZ|RM!}r(TCRsBgiY!9a7D?X=qjqziXJK>SvAx>7lJrb6HB|$S)wJ$4cMP^sttm;R
zZa`%~6f@j6$c{(7q%Vbwx=ev`AZ_@7@*X9nLnyIp^{SqG7xs;B<{(_T2y5R?%OnSY
ziGr3fmtQc8FLp+YRe_fJaw=%C(H4Ewqk~@BIn%Iux<%*?2XRK+`d1F4l+q4Gy^JLt
z_RTu)j58(5M*f83Lm6L33N>XN7p^8RwPjAf&fMj^!=W76o?|y}%^cSqy`(QmJicb@
z%p#<Q4^e`@vD6o%fT2WZYf<;t<G|K2rv;o`T1XYEVJz_WM%Zwr7Mh&WzKq*+VdTeA
z0($hvvSZL$_u|Sj?$en98kRR^NfD|6gSASnyKIt{0u%rS8Gg9HSmb_rHp3bNymtyR
zgj%Y`onbN(;L_7)P$pL6#f)^IT6Z$X0$_s}x4N7`R>ZP#`nHb-_QCUq!54$A8SGpv
zf7FV2RdDyy32U)(NNLXm{)5X3mE}@WfHbp}wvwtz!AddYud6xMp`NGs`1}c)8-6ib
zGqc%>)Y8xCFU_#DznV|S&{K0jeYOVR3s6enXUDZK{SZZ~vV?StaRyA^|H0*3`JOub
z8dw$fa02L}VRhh@mD*WlVskk@J)QP3lcxh~9xYkQs5ME7{T6f3O>aXme_cZj5AH_3
z{4)cigJ<%3Ur<r>i+3s)b4R3CaX@iXzS0IJ7AQ;fccKPBEnv!+^=1~ESgklMi$8G-
z-mG_s0d075-TCNm(ni8uDXRZ>E~B2y*?biKd7Vih<>=U@1yAemspykdfQpu-A+VgN
zkcsByVe+r&ogz8dM?B6)9*Y7{XNG3<d^TsO@VbbPNYia@7wYhPlsmgY1}aiz<=JNI
zhiLa69g2zgG6vlwvg2#bfq;hK^XE!JN!yvr&#$9jd%=I{>xXgF(k2WUGEnDHRfy76
zUkInyIaTM6uBMCgy#4yEn9?KFV7_PjHbGbkqR3Jv7T|ty1IU%LAyRfc2KNr^@i;+U
z;O&5Yl|?v+)BV<po8mG{OyfqW(gTYdw6b42gsUFKwfslyyzeoaIHpsl66f?;L1@#^
z6IYfX10F|^GT48wQOS)VkX*)*!R!znhy0y1TISHW5Yo9S=uY^|&AFJi;!P!v3qP=t
zP14z=cR2M!3%wKFVD7xLqi0xz6<-$f@4JGuTkh)bqkseS<P*1Ln%PaxCGfV8dpCU~
zwB)DQda~zn9S%DHhs)?SAx(nj$6Nd8d3+pZ*3@|w@4euMc)!!U_xF=8=Bv=*1g#!2
z)duNwa$XIPYV*C`ZKr7q<ARic`bxpOT@pPHaNj}LWp+9@9+&&xUuex-C2ia(wHzow
zq8hXXYu7O8L(=T!3s>ep%1{`-RtE!<!uR<nJWK#06XbKR^+c*NVaS)fmtP*8CB7J-
z$U!*50u}3G5J5$Wkh-Gt$$x3S9cY-jy>t34l&`ipUIx2*UkqopNgotO0^|WRdwQqq
zk6$5f4GoT^o14a*a46>s(|m0kAEGnRKU&kJ5DQ=Fu*b`alFf@w9RoQpJ!NfSU1=*D
zVYZ-ODxk!<IAS6o7=E?|96KMMl<F^rI*!`Bcqt(xpMbBli8e}<V-u5=Fzx=Bjk~iT
zgAAaLflY+J4`8cD>a{MYiOa58Nu-a71%rEV)MW5-#h`LM128(CB~7a!mA$6OG>XHc
zl>)X)8n04Mz6Hxy>Y$YP7*$%C0B~ZgY_2MSjzIymARlw^=hJp>*q59gu~}t;A=GOc
z1ycP5v}?n@suwJPcuN*A`-_jJ{T~~#a<w?xReOoVG-U1HyUx1T7TvI;8|ck7G_@#L
zs)-y1J8!Jiidf^vV}!;zemrgDo*EAy2r>g<c6^_V&vRo5px+R!;Y2NPpmfiFdi!ic
zzJ0ler=U3Cha47sRDXf{0N*5;avYLGntQA+|M5~dJkEnQpNwXeOmJMWV)Nzqiy2Q@
zt}K^$fZ<+IX&=ZP^84JXfORKlaWJdj)o^EJPGhatCsBK2ME=Q~&r%%;FH5%izb2~M
zXN9TB2w=*g;rO<s$t}Y=#k|(E_=d3)r_YV(yik!$>zxNh7Goc(_vtd^_NX~&@|9j}
zK8xms{c)}HVRXeNkR#J-W#%&b?J_^?%y;N`hEoD*!@P^!iHZA3j6SZ})RHzjksj%g
zD)mGUet9;X*}Qp{rH>tk5wR0S8JnbX40TtYh*x=F*d~-YN81LBF39JJJKYiQ!*`33
zv>b=0fy4C{$S#MKuO7I&jZon-8IWStRr53Z@(oIQ1(5yE7|}mCh>el+fA&yW{wb&a
zS3Oio86jzDk$<!~-pq{uD<S&-&z$pLHNyVOF4(^_B1a3?pYbJ^pB<<FbdAZx-r2yK
z-ps+o;Aa);e-y(0ar69Zo9X|4mr3(yndv{$r2l+$=?}f@e_%>1|LO|=(4c>q(!ZVm
zkKH{i%>Ngr6r>5Mfug>G7f1;ZG{F&I<kmpsHXJFX@TVX^t3?(SP(%<>XiwA?2%eq?
zLqkPX>|>)^MKX+{Wn&=2N=U`{JA$uhG=0#K@%?&DHyZsq`OFUw&%u1$?6`fO{j3uO
zl|UC57Z(@QF%sG4s2e;58xal#7b)T7G~0DazJ?*`)ggh8O^mJbbbQ3mPyFZU)3qe%
zK~moQ1a6NP%80mN3R9GMpx=ndf2BI25qG~qzwWcvU;to?LnfPUe2#yA6;UO<d$ikx
z{TuSHk2N$bGz>go6XVpF8(BLf5Ui$77aIw=+os|2%-6RUXp3QIiO>(*S~o!0e_&vs
zc@-|r!j{|g!5p$?SK+&KsyW*Ld%&948Xc@U3ZRL5yDjZ6k-oQw(_lY^G=o`Z04&{Q
z8VpI7aa>P1>Y+Bc{#u=}LTeWRtH;4@8TSs6Q$<+eRUrI{9+SghI6pd8kSWIP$uw+p
z7F+l9H}VY1(H}$bfjk-U9tzzMi7_5SfQGy?OmooK5QQ-|RlXHTZqVEiq0ZNi7$>xE
zQ0Rv`1=kXzAzlR%GX~xe9w8V(d-SJZh{KZdgx(G!^(UkX$`B+Y=?%&l5*dhU{55$)
z*n-B+hn!0}k<>r{_>*GzleZ(`%th6bnC^2RlDXbti#0@EIon^~b=^w+wUtF7^Cp8I
zZ96cqByvu^60RwhXTVWjZ}M1?)!k@+{o`SwWnyaJa!))HW0MM*@#}oM<oyy)+TC+*
zp}fRr<`-=z4V?DJu#HiMN08kXC+TyAN#LRV1f-g`+D7HHR#&4-?Y7CM^fh5ugh$Sm
z(XyF+&Vbj~Z{)XYSI06{gd&PLsP>3jb(Y|&_~3VR)iOE?YFWzAJw*`IgnStp1#0S7
zAB%!u%<RIU+W2yna%AL0N=5(++GSF{`KOaUxln;Qi7ce;6-YgC2_{6J`M{zeiWZfH
zM5ENxTBMN8It7!+lVz&GAWAv(g~Y7FEm26bqJRK#TL1|1qQrhsT*?W&UVNH)U$wux
zv`YyLmI#p=o2tJ-IVVbKkyO2m%RC*#1Q{So_-9zkRmhvHAs2vlh@v;BZ6(&6^HPRE
zr<K@whi(vKKC}%)Zh^y|WqAE(y@CB~R+*ow{qyJ1EXhERf3yTHTy%&#9P?@RD*aPb
z{C6}omg?g&ueKC%paKMRU*jHvSg>E8f`Hehi(BOJ`bpb8>P6HB*Y`+Rd>n?3iQk_`
zeph<Hy!%+BQ4in6b-``DpjR+Je7SU`rl9xiXsZ0}-ZRQnyhx!RrKmI^33EeP88srs
z!zP=MVbt7m;(GQ_5XQ;P;ZKt-T@G$W4Gn7QJcu*tccdvc%Vl1S8p%8a0xwt`D7(a<
z!Q5p%4Jm%d)aq_C1RzR)dX7RvGW(<U+@5Dkf#^;Q1d|#jYf{&dG8O9F07*;UeVnEe
zfL4d11qHI!R#lO29G&+G@a*>k?IeY1Qk<@jdt!=_QuKh8cR|4lTaN{8j1z`^@@Q1-
zyN;oo-w?l_R#G7Zk3OMYlW6)&Bo`<!cM?a3Uw;GV9-0|rePVK^d4EaXqL!7WF!778
z^*Pio+wH>hcPR+!L~dzRK0`SNRAAV{Cye(!Zx<i#3~^@@FBt;l(}QZBoEyWN#A3B`
zzt*tho)S7ZAa^@&UV^sYU`}H_^fpxQ?***{<$|cfE%?EFDKszniqw|Y=`@R8sHH_K
z(9GCCmI6~h-$n5AR~t)$@P$72BJQI#HVBPI=Nn+sujw7|xc@2Z?Q^l{Ga5Js3Mu3H
zP=47VZtME_0)?m-rcZk|`$8@!??}z2H=elOx)+RGZ<e8e)O2z6A-uqNAro?@cCyWd
zA){TrxWhTsaBHMDYi(_&u<D8rkaq|Y+cW1K$^Pwe!qPi!QQx(N(s{!k<NX(49yzpO
z;|Bt#qff3Wn}m*@oJ@i~e0H;(7CJ&{9Mhb?SDVB`C0q#Gu*4;DMWSfuqltEeW&JM9
zu+&Bd_xStb`Z77bIGRny%vPgTvm;n2rI4n6$3rk#*pfn3agouXy)oEddYxuc_!8Kl
zJU63NFJ+s9O6`J}QfT~ebvYRIzI^MqDa>}pM{<o8CY$t)A=&&WL@jmR^<#wx)(q8?
zT8avksEobk9-GPAlS)y)*;Tx3_3Gi)g<b%rPYT3Bj&|QmiLF<c1FEJyco`{(a`A)<
zL*ANr7Q&iDiz96$(q3Nl6Bxrt=TFq1C%_NGY=H79h_H1gy)lVHe+9PWp0PFhcil*~
zwNnqmTT`#VGkT9NWooo*u)B;l*40@AB!BT5njPSHz1szkYu=*$GnSH;-utuou*Jox
z4;C?aUq~5vf-{d%IKj^R@{inc$R6=yJ$4wMP_hp!ScaLtOM5rQg0|M%6ANjN=|Cif
zJTRjF!e!tNrUgwAF115a&t}IWRU=?(`>+7>H@h$gwJ1l_Kv{htXFG|cgu<z%F256X
zO0f7m)g6+15YFkzQ{_BGF80NE?i}$Y)x5TnQ=x(%U(oQG@(EuE!`n|8E07HM3x>xN
zmP{Y~uRaw~FVf>c8Q3I!s1WGf$N*xLgh&(+mUZ6~=a=w3lTrY_=wEgsa&b8ha2@RI
zT7DnDVDA8XivtvjO?`zDBV=hx0K}|pf85KP^T_A(B(i53rW3#Ty8(bD@y+8$<JhdK
z1(4@_nwvt6uq;{6#TyVORyKY!L~-(Q&3iH>j&ZoOaEo2D3T9||lSq=qK&xlRAdMlL
z8@+_7zRcrm7QW!KaJ$_%xR?IIb?ej59N?|nDYpj?c&)$4^hx4cQSfnGsf&#C3TLJg
z97Rh-ayF2RE7#YC>ml4}B2duBIeMGk?ZN?MxQA!2Pk1_y#F~tvX1mxOfgn0?VQgTK
z3F3rE!z=K!^8Y;2>ha@I?nrCpJP!?ZaQULt`Xb2^KrY;~v!k`QP3tfui+gcd^(U0?
zh{ALZ65PVuQ%`5~+z6%aLB3+XU{=BwUW7mh5=?#3v#g)PN=-aKbS|fTg>=>WNOm)*
zkxk3Y(S{c6yt0Zk_FB$_cL6lp>w6XI#>zI3B9y3K&>oyp_n>Wz;8Bwk&nOoFY>F3g
zY$r-R9et)L3P~!snz@tHG_#y~y7_9T!^yW9E}~`Z0O>#z17dQ9i%a$IJ`|#l2RIqL
z8)AqBTK=7NOtw%QP7uaWH$I$E4_QbXwwus`El;#I%9|rtyy8;F{<!crV%QBWkJ<;{
zRY-Z}!muxR4TJp*2R{#c`~l0ihdAOAqj7VaS5-)Ak%-&;hbkL#4#KKc^VUGn%26+v
zF0j;5ec3tiO1t3hi8*h11^8Sd6gbC3i&HAWHIEFgA`WtLYHD@+`U5rls#<Z1nbnlZ
zTEN(Q1oQZBIZwCTauU(3#O&;}xakn<C{-Ioq@cx%Da+s}I=HCGE%OG^&<(tDOD>x%
zvaG$YZ<%X>h&VjjS?QQDxl$(rLHMM=LAlai+RQMf%$F}@xv$_gjx*lZ)+XTbAzFai
zg}|8TKF8C#pR+eN+Un|z1|NALQzKb$O<0v8TZwnxddX%+EqynUP^huz7AOv?b)V}B
zag-<UlzU=vdCQ&|F5ornMKi?qqY^!C=piiEv5uYLHepBCRRLcYy*^>5mbrAbqF1qM
zJetZ#BZih#67|qaPLE^tW49s7+b#T}6~sg`1fol}0n{0bg^`s~Ep8jwrfYSU(<)|K
z`T9JPtjg5nT{*5^s0Mu}YYQGwwm)Bd&Weg2xIGf2JH9pN(VT2EFKx@OMJL31HciO6
zNc=oO+@&V&POB)OIPxY)gofMxi2V>Zet5$KznpdF7Cy|34gf<Fk`4AY5a*HO<6m_Z
zYwhDnbA_+yuJk!bE(^|EAe0cNtz+=-{xe~=ty41e#FM{H42eesTjpPl`__v>`~k0n
z1KP$kFdSE7t%ryF)h~Olg#I_4bM}_|WMZczXo7V`K1@7@Mc?d$Wb=MTHy$-3hf4XY
z$3i6t+FegFca0zJownSm#UA}g{H;o_oo7(f&LGo*<>-<i_2qDCynO;-XHye!BL)^h
zRiM7gsF&)}n|PH8nZ~sM;T7njxKKm){pgV!eMK)tDJ3^CDkH55Cel7ghk~)98Zv#a
z0KUg$kGf6y=T}c1P{{=F%jV2pck~91Nyuezc79#`agXsXK6RR+^@fYafE#@4NAXq$
zqN<W)2f2}4A0y*gBB~YPRLVGqOHJ!~&HP63cj8)f1uJj}(d&BYz{ZtzN5}7ya;|E!
zX2XEmX#4C#W~IJqJX(&NnbtJTYAP8N3@<DKWMPM^lC>`C!3o5c-@O+h+*QZK@(?Qb
zdFi$NWkuPdh(Q@tL{vzYfuNI96=wL<8WAD=sy&--TozAsI5hxOqV(hzoM+M1sGtaL
zG8mL&;sHB;;U(=?y@r5E;~QZ=b9OK`uNP_?UoNgSqOHhg2x|PzxQpU#%I}glq89lF
zACn<5DMwmu3buKHrMW&7Y}z!!bp-e3Jj^7;h$FY4X|z;QtLU7+dl7p~cm4P!p4~4S
z8R}N)-3qmFSGeR~6=y|qhJFc935@OOqHr*oW6UQU&PtM+-h{~}i7w#zur@vLa_gl&
zO7{@AB{`Sfg+DIq!x>(;FY^KfdXH}M02F#rMJCb(x&-Imhrl(Rzl^C-I%Bo)e_Fj!
zv_LEDDlA2_lY@Ha^}8a3rbnX_WkMFLGxDzZM{q)tQa+|&Qnv)psk%%ToykvMWSlPn
z?v~z--Q1F@q$iLp1v!)<nhiK3t=q4f!2IkzD+7atP8v%F)FPh@Xc7#sx8k|AMSN(g
ztpJ929@?ISNr|bDjxxtY>UMqzz!>Qw$A4?@OW<nyy8eyf>O+)5p+ph6^JFL*G^a_1
z28yE6ph0t~P#R>cP(mbQnS~@G4P<CQqCylYic-<L_PO`e9Wp)t-}`@__kH;|?Q_<i
z)}Fq5?RC~!*Ni3pVMlWCV<YuB5B6+(b2NGXt1(J)#a_9ZVJ|5QCd4y_#ccbUe%!oy
z*~1Q9MJ21}pHt#rd`=OczRakRnP8+@>D94j<^9Cmx0;cMJa?IB+ix$Ks`(`I^24r-
z%L-i?*Pp3g3>wp@<{uya>SS)`6OY8!#m@>2uUu&Rnl#OyXuUAw<5`C<(-RVkzBD~~
zA9}Pf{li(OR>Ny^yyow6Pw-ytov?Frv8kQ!w$Qmc>f^Uo?h(B;uZ~ryPWTEg{zM7B
zI>xWcDJeFa5@hx--)R2GcY@u3Sh?u1AysoF1KLtwi*8hzAD1?K@%ESr*G^8|zr3IO
z-0`E2PNfuoVHCZYZ?p61%_%Dv-22*OrBB#6`})El1BG)Z*~3h|RL$QjlX7Sc`lppe
z?mR!HzJSb>@V<KVzLl?+yQIa0=rE6#nw&YG`<Z$#x9St?QaJZmm(S4)W5bVpzurDK
z@nmD*i6b-8S+iaQe~UZZH!_VXy)J#E`B3Q<q4CuBCyU=^TP^lncV2PrqT}Kt*PO74
zwRkFS@V)kyY2+OCyOv#59SKDi75f!iMn8`%N|JJMTT*Z{XsqP}zYni(=J$WExM1we
zl?5*^+$)S+CzfDgow7boBy{sSS>L4gkvDC^r@Mg@!HklA&MeCI_U-#5C=b3^P1(4k
z*iLk^llwZOMNi2ih&R|Ho*gS7nT~(-`5bBJ!%O-GwZrBqTc)?2sV#XD=W3`bMpLt!
zZ@koIsf+!->k?AOqUcVAi|+0gKm9P?`^#dc;at%$`=Icm0~YVX8bf^O4f(63lIc4-
zM}1YX{Cu>gVBG6L!zaA()mZ+)(leRj5_08i#r92#)d8E9-Z5#gZ<<dzKFPSa?1<-U
zotZfYPCq?Z)S|y@>jUW{i`N=kTl?<or=b1%6~VdOVbk-=;|*`UwH<IP!S;eWxx7xg
zVfmAjEz6I6JC}30|GP4FV9{d2rtC{6-k$K0(@c<lH|9&-nL1N*eer`E6B1utExFoq
zf)=8qYoHUUBIEt(cFdfZ<mS8O^}%B6ZI;(+khCf{8A``S%p0yS`$~mp=jk*f`r5s!
z29cX%D>ByIjgt-8eZH!escL!kNoT2V_K=RYL<u>ns)=`5o02@Mzo?YhSV;-9D<4NM
z(-?RBB-?M&IfeBL${Nq=)^{v(-k(27)-$F0=6885wN`J@xC@<MN5oqs?3(t9qM2X+
z>eacH0f+kqcEoF4rce#E8<V0-O^vNxmW1@X_U(~+c)z0)teurbYwQomyl)m=Be7`D
zV(X;|=~GRv%ce~-cC9CriFRF@;*xytZDr)ZQxbz*S#F6U11R%vKN1U(8MSV4$DFwX
zMu&auFS|UtW^zoB_R9_Lb}cJqd^mReQKFdPV6O*PLY)?wUmoJIn|zMMyshkMXXfVC
z;+PndvnTEH{o4uY8{QQyXn0*YxZKOKWb$V9ea$Z)J~UGssj}qE%qt{m5Axz<+4F}Z
zju8A_?VIl8Q#Y;h)Y?T|V^ijb`5X3kylR*B@wQb$zG|Q&adx;{d8e-E!`8c%nlr+$
z`P4prJt27c<HiGn0?f{LxhJoBIsS>ivZ%%QLlMstM=Rx$re0bp@#anZYo&tpfG176
zuFt;o`gOh3IEJl6>~^C8>{xqOy~uPzO#4z#z2P6}32xslB0LW~>+hAgPA2!r>qB;{
z24^h{RhpxIe$Gulf06M!<)(Nntf%!kS2DJG*;I!*hf9H@9-gI~p`M|f@Gu)#_f>7n
z*1bvb@-g8)PL*TQ$Le`B-N+9$86*86^zwlHr$UoRP50NQi)GHzPO{uE=76?U;@;g^
zb7H+Wj+aZ{pt?bI*wsuz?GxW6PeyOLb*XjXInzMmi03tr7p_Q1$WfH3ryHbR+?3xn
zJSE;ba%bH67unMkjHWDgGB~x~aVc%yM~MN~EzXS1DjnDU8FGYPOxT&YedoUOb7sY4
zhxwH~tvl7cMqT96#O4Nv-4z=>=P#HvaA1d$g!h3$@>`{=64vQml?45Xv8ic02Bs!W
z%wQ!=92+>}hM{Q2z=xxTnNcK9<^^io+UTyewq6&sxhD6N>8-qhwfU2a$=_BLpG$5$
z+fm|fy=3dYlQ&AXZQp+G<n-@VlHZ@Td#p`<xv8wBBRQv^eyZyD76+q(xXH7pr`)}0
zuJiJk+aR-rnn~{!_Uxlk#qX+2jOgmWTq$^8Z%S*VwM4p3I)%~wVFQ!FCH_ijJ%53g
zu8DTH(wfHiS;N0iX{`pH#EgihL^I+-;u5~k2bjoD8;`0Nd;W7(FV~A$x4T5I?SX5=
z?PT(j-xYeq=;t!-jy#g(VXr-oEG@BeFL_L*h3Lz}9#e)KmGrAqs$5zz&S}vVhw_0n
zavLtJa9&)o`?PG$#QGg04(=u^6xwcBqe~w<#AfX#Rc-y~YVW2sx19!=eXoMwxBAdL
z`$hZ<vUZA^=*_nl>&{<ubUJ>)Pcz%1Y53w{lBriMbM7oS{%TdpxzN<c0UrWV#${hg
z3zuJ@)-<H)l)B@lAu{7m`vuBnSCp0(y1qS^<#OuO^Tm5g%1TQ=4pM8)ZZc52-cVm%
zK8+YYFt)s0xuu2CWWMo>&$B_k@rtkB5t@b_F?EyN(%|K@K|LU<;^mjGSHr&&%&FN&
zQ&ZO+xze$IbX7&x9P6M#uHu#l^QwbaM~K;8Y^<n!_Hn7ATJZrtv#2upp-)3EOibE7
z+QCSo(*F7KAmhNarDhkO2YR0j(3>cxAS+hu-7o$Q`QRq6+{c^MA3UBrX-uITDXOce
zcv<$RvPHzCm-fXAthd^GmXFO2&e2$~Yrku}rhZlQhyjmpTYtNE?MUF8y%y~D*{Q2&
zVj|R8iUzmt4I)NN@Y0!K<)3#=LENk6;N|HfMcPL_NtScjpfI}Ju<Fr~kw+i2ihq+?
zSY35&eq6^$Q))ws^nnE(?0b`5)|t`9*Q8y3W!q1E+PHEP@5vTtf)D1Jhx#uRUo&9K
z3%wJYW)7A<Ak+W5d~kE^h2(v&SHC~7vWqAmN|nD=5h_CuA&3)X7S(+FqORo>Rcc@T
z*0e3?NV!LsSk^>iO_v=iCN7JOH|*SW>^(~&Hr4dw%G(28uThATiO4-Dw<F0s<oej}
z8}(}YZPk_P>yo)GaD&v%$g5J*+j0ha60-W)m~R^{9&9*%vg@0ckwdID5F>m}KiePQ
zddDHfW;^Ts?#fZSh!>sLtxQV(;{GPLSVT%BSVm^TzQM^26J|~FsvEm^)-u|dr;dki
z?@ozVWz9((z14HzkS&gn2bHPV6Lxgup9sFzufS#cvpsc5>kQp0m$=sKGV6#?{dg}S
zc)GiJyN0*#hj&g2Vc!=y+zYZTKkXJUWpW*%Ix}1EN!WWwhiRGFgHvWp4=$M&l`oz$
zUG3XCMq+>~Es(N}-q-s1g0=a%3s*0eoN(UR@`T!Wg(8^{--B_ncb2>~8=*Zs$xL$f
z?VJPE+8>win^FC=w)XDcrIK;_89P_$sV1D+@^+4+?tv-SZ2Bs%mXzu{ZPJwsL`B#9
z5S94C>bkr;d+N?mOun$xy82FX9ca@V;^8j;*c2-M#)pBU;I9C0(GnvwLmjTSST)x*
zD}$);3sF5kae<u0QsJjE$Yc^lmdzmb@+lVsKF?COanr^=nL=p@#O_bIAnT7l<zmo(
z{wbH6ox6kUN+SMgmgj1BJ3C^}%QtoSRSN`%J@3g@5gp(+Eu6W(YO$7x|E`5EA7C=L
zUrKfN6#kO)&%U?f!frQU+L`;CnXbB^O5W}vp{KmtbRJ1@=>Zl?<ya}DtX|tWFeI%+
zYX0C!bHSU;JnMc#`bu<s3{u}ZcjR?74Kc#-c}7vD=gOb@9lvm%YFcsh!gK!$|D?>0
z`>|KbzV$oqWPkE&<B8^m#?!$atsM=@`)ltV7|^e;|66U1m2LN`w0F&SXscwLT)OSz
zjOSSyJ6pw@zI(JyR_j#wULBv8t>O2$bJ^pUgjVa&R4KVta+4(ni%wQPu+%Efde_zj
z1%jVz*MU(vIn%m6u5#Aaj-WB#m5-{c&<#_P(;Ta<@^F{qNy8L<or+0>$qyXQD;e(D
zfA8Vsv4`9@svUK6oi%0Av>k^V(@K<*4EN3;Sjh!C-`#V*TFK!3kTB0|bNL0^HaV#u
z@;_vwyRm*l?J}t;k)MinH$PHR^C~b447CZ~Q?K#L-!W5RUFp;EvXj9{2e+8`AH8^V
zu;Z-riBGk%)EkZrGn$pA?Ktl9`14USwX+PJ_uoi!He-#_&C>QYwXJ7L=w<0E%e^)B
zI65|GXz1#Bd5Qbk$~Q*c_>>u%=^ooB*3dX&ieAf*tdJS|yY3C3mcOwp>aczO;*IOR
z7uA_X)Y9f1%iOQF*-r1;+I3rLZq?LRk9^osVT6h0yW7=P&P}D-pZ#tnQzuTa8MA1F
zTIsd4)7NerJ5K$0`X!~m^R!dbPtoEJ<czxOzIc6l+sbi8D%<xYZVI?Nu#`SI?cAa0
zX-B6Vo%_0o9ky^(y57Qq_8ls-gHK&Mzwn{s*)Oe~eWtY?R=FGR<aDKA^sI(kvGTJT
z0~K>V%o!%5z20Kd_zfDZXNQf}=)aNvRr_9*&Di{*MR|9l`$oR^4A^*j$Y;v(!^XY~
zot+8tL93n4mREH8?eQAK3W%Kl(N}Td5uJ<&hSLf@y?bCMQc&kQ%zF5fX^-aT>g9&D
z=HD8T>Fx7kM(9lwxonXEYp%|wGbPFI<R^r6b$PxRdzLmTK`E0!4Vh={-m+#X(RRkg
z3ZmhMOJ|04WM7sb=55aw$+;2EysVO3b>^O**lLd}ZFfJ2FWY#&>6lo7FCpsIyuu9C
zpx1e?GX_6iRjjl9Vbz<2*SaO|HS{J0^-nKgog+?ssWjk5#i~37cBuA;7;#3>cY;s(
zhZxzxjLY-JgedyHHwsI!Jrg<NjlQ}6<JC)+Sohb7$qwH^Xh|}qZ`8hBRq0u@_4Y({
z(S70*Z}m;|8PK6RxV_@iBg)L_Pc)@&>P=TFC}z~!9Xh<%P_}me_gGnx3omOooGskH
z=2er!Qzs>r=7N&hiaIN=xGD89KQqE6e^bitskaYJRDQboOUt3?!_jY^tE-a5yrpZe
zhuSQPdpLRR)HOPDEJhD{Ri}};S;16+l9KpI{QQV7X_u#b+CSxLzw{eqmZbHq5V6)L
zcWa-&v-Gyu>*Z$lvPsT&g|E})anG;bEAHCbR4o$X*nfcXNdIr*6C5i85>(WqZW^x%
zVINyR;)>|~=eptXb`}rDiNrlzwB`I8f~-hw(C5VEdCuQP43!`G@XJy5+BU1p5|5@I
zJ9fH+Nva_@n_C3#eUT7IwB8`)DE~$A@Z)xO7HiJU82^lmQf1yl+UABXerD`tE^4xW
z=h?bBODYH6d*nSPO>ERR_9|8;vF>2eSe-Ne4lBfl<%TR9bn}LmeB}bwTG5#Ck42rH
zP!_vg2p-^dFm6X_ePoe|bDfRCAY$sOkr$+8nmU{U<}#0Z%IbKhK2-f4H|ov)jDF2C
z<mJad2rD%#bS$E$C08fEy1#e0%(|n}v9ilLKh@g}csO}@=seQ16?NIUHd{8Sdo;iN
zT&I+~;i#&@&gOUDTg-#C+$F-5KU|G?T=sP6iRb0dn3WqPm>C@r-=pe389j@>Z`%yo
zYmHgT>t<ek_ISO*n8#YNUY8R~=^GW_O;WzB;4#bAuVNO_z2^D6UCob29CpbgZ*Kcg
zey+mO_DarB$=M(Je7=-fC>_|LFum`Drl>CWZEe|8Rg#w7-tscu;Ul$R<jIrK%{TW+
zd!I6+PkM6Ba_@o3uB?{^R*56WshwVR*5wGfCVTgngdHuXqgpE$g)lq6SDfzh8_kfA
zeKPs!PUF(A^Hy1?GTXkB+|Bk~Y~TKJP=#~+ZK;%?mxG=f)@~b|%?R8&S<BL?*l@dM
zs>sP5Pehg;ub=5G(>YJWI%6C2>`mo@g~uu4TQu#geA?CZ8cExdT|fAKCmh+|qPTT7
zI8bWazHz;{r?KIKsq#u{Uk@uz+g|^$V6$i0d(nzZ&D-C<8T~=r;K=yNRDwbM$A&XG
zd37U|hpmmMUpno$qtU=)DyIIIZ?atKHHum<Ds;8)zA?&kw|{G5S;#%=JwvT!{^3)z
z3?A+=jxUwC%hJ#Yx|7rO!Z+(?hsBME%8ZSRYs}7t-Bt75^_8$#Bv6HEAwx*o;xR5R
zh^GC1_}l#!KFp8wfMvw?PO}xm2zIGA9nLAM2A|#i;AZPEKM&`iaqZC|H^<R(tAm^S
zWUAA$_GafDEcldqM%P{2`S9Tz)vbq^_D?>@Xu8jg-*Zyw*(a6$rRSsqR&<I6jS-9P
ztGHpvjomMD?6anHe!leb%EU31ql2^?-EUQ9J?hFSkDt_jS@d=OGtXDY>GW0)w}$Y(
zXR@6(dAHh}Z|!qJp+@nQKY_sfI&t%{yL5YrS$fxQ^xM68Yx;FVMf1_p#uIK54_#De
zO#9AOAR7lg+f5_6J!e;$e9kQz{W{N4nt0kjwll?RcHs&ugD;<AH|yCOnvaN&o-ujS
zIx;E7PQ<UpGi$^xQd>Xe@%p;DOowl_9w!#DeM03$TMmahp1o3GcK_Y{;olri<WXkM
zlX>LiNO#xwT?)Pv32JE@e5bdE<+u3B<#-j$OHZej9vmd<dZhZ+qZMcD-{&WaC-vQ(
z*Ag5NdAjIjV%nJ5d7GBou&K_;r^~iY4N-5Rp9t&de`Bg#aFixfTKS^Wm_cQAb;QUM
zV^&LtDXy0BtQz-zj9aHdn_d+;rhQt)p0V$olwU8>)p^_M*Z$~6`)rd{`eo+l#($gA
zu3OV^B3LUqWkH2yR#;%e@cX7BAMV<!-g-Q6QRVrlB)_m*9fX7XZ1p4~SEU};PA|G=
zG^$u_pPBoaTh5dhnY$95UcX54noQhUH92F$&gk-I_RY;vQBf~cHwJhNb($_idl>wj
zvL!1cFYczriiUQ*Z%JR8V>Ai#qjD`REH^9dE;H0C*0?gm@=VO_eM7XUHJ{02Z5NRB
z+nPRBOc(}kPxb1DU9{UGD^-7{#j3#J^N6l!Z_DLg^`a?#$$MJ1eBWFcpY8bCtxrf}
z^Rgow-<_SDtlTj;_uEss$olAP_k5bu%8f2Fc0aRpUm&_GE^gD(`JHzjKD8`;?|piz
zb7N7im{S4#IQUkr(87Elvb1IOFc&9<Z4q@&6pf+{1qSmE&nnU16lG$Xwb$b8&09fs
zPd})Syn9lkWBj>6`JM$?xmlGvZu__}C%DC&^9boEm99*g7kWi(5aFO4v-M>{-J8!X
z@yt!O#6%g*YgHXB>=S+REs8TpN-7p3is#LVX}ssWZi%vCuKv0PS%TidC+96ry}Nv)
z??<mGh4P&NL&`EJhiiOFHnvqy3(Qi#SrC;Mp&L15WkbV@ZR@3EwFf5~X5FnJOmEUY
z>{M{9ut0Z~<G6){h_xk2tlI`>X@vYc!~BxTP5ajQ891yH_q)^NeWo&cZdGA;h;|>T
z>&x!ElMA6on5e~Q_C3@wFe+l<$@Wh{#p7D8w+6rPTYpsEc+8N^BR5V|KU`Vh8F^X3
ze^&Z|zORbb=%p=4FFQz+NE)*{prxr+gI%}RDS;L=XU^au)D<ODy7J{+Gt{cg#gs>O
z*@a#_6F7nGydomgi|kT-FE@AB*cp4jn?_PQLL*1KXwYT*&vsm!W^$o?>yq-MNye5X
zi)j(Y^`ggGRdjv&?bRMMa$c3umT8B>^)9X|&r7n)4bBWa{rcJ6TQ4>&BMg4(x6=2}
zq0+b4q?g#p4gPxG+;vJwpH9Nnn%Zw;)9k-C?0p+?vB|Y5HR*Wksg_&g&$X?Zl2a(x
zC+<bR1KORQv4gWeQOqOf4oMmBQxdZzM=L-sVqjC}P`NPy;fvpn%$)l^q%kTes;fEg
zhMs2s%xf<k@>)}pibCGL?eB28eR$0za^;>)X1S9N)r$`|oD?)jj?}2QxILhC(c=5J
zroJnAEjP+JHsC7d#MNhn@Dmf?1Z?%2nKV>#eaVHYfsyUO$2u+SdON}4&i1L`F#|uC
z!0m4;tu)OSFEQ8UJ;O2S{~2dEba*p^9~@i_$1+!<JKsT!Oh!sM9@Q0x@aMWKZZSPa
zv8`767IvfaiVrvyA18@88)`pWv%u5Fswr$wby=De;a;p<velI_MnmV^zihgcJy$v7
zg5>D8da7+Q?{wd>NRsAK*CSlyDDghz6_Q0YdAB4}KHf;bVl{h^^^DodWNV*~3a-!J
zw5k+0cRVWDH#;)b;fvk7qmRnU3#ZRu5>>u#*K!-M#eC(^#H-11!(Zjc9=p^0Dz;(S
zMdkWT=VVERNE^2aEu)N;_DE`(?i!z-{iyWA`<iG)={4bn1^e0>Z>?nP&6MoQ9(5{G
z%Bo?U<x%&#YS3QY_4b^Tw@~Sv?4_ld>v9^sA`>gCtHwQXHNSE_xq8c$0rBPU>Z+r6
zg=elRC^VqY@YcI{hwk(2%dk_oSJWQMWcq|3ulUy0Pt!O$ywP*%Glj@wDO*fqN}S9F
zE>w4zdg!sKf0}p+!Ad_lrLi{Vm9tB$RDt}e_*YVKt3|`F4+u9C+fh0F!I%m1gYLWx
z9=~Da@-DwVB2@+B#mY!Z8Ox4Le>K{-VAb*T=D;C`jp$d_Rv1kwPs$p4zR+#u<~Y3r
z3C@A0P1#}NF0HumW=~iBTzen!d6v``kFFT%w8m46Bg&(<)uhZf(ba8?pZ6f^^YQFp
zCoy80&S?EL5(IlytGp;yDN`=@MXb-nBSxye8;nzz>o9csJ2Wg>KIMV4TKJk(I$3E;
zr1uP~GS_e+U3wjMzoNhPhMl=3xuMiHMyQ|tinYpAGW#*}<N{yu>VeU5Qj&`ZmtPYt
zcc(tO+FGiR<<flZVOQ$IW&VS#x4qpPd3L<0lG~bbD>iGESPqXJUL|>sdT)8h+_sY$
z6kBcEr!_ePtmkjFcUu$S==kYjqG!;s6ek_ml#s*~ZWjBC=_mHj+w2f4GO~?2Af<>{
zW?}ENH~o2P_=1ERCy#vWG!NRd$<W7q;EE=(sAZxXl|+mc*W9IQ-BvSg)0(6w`d<3^
zYQyaTo|?^awBz32%c8g1e;#Ep@)Prvy0K`3w(i+R50QrLU&>C+{j&3I*#Y`qvy`;2
z0jp=Gt$wwg(4at{LcZtowx4yrL$sCtU46OAtf&c!c{@55iCdj#Z;Lb9@2nBhpCDtJ
z=w0n2d2OeecC`6OTdQH`!$Sik33}1;BWK2zi{-lCBLtKW+57xkjOnr4rI(%*mQSo~
zAFlgezTn}|q1jW%ydRiCxK?q@Rwwa(eQQGgTMgRS%-M8Rm9Ph$p58lb!tFAilsk0}
z-t2xYcc+%0c$?y+7j<@oK!+#$L@bu>@Ev`rQ$KZopG%pcSrVUz%e}dt-y0y}`g%5v
z(T#^VNb;(*h=w-Kc3@j=>SgQc>jq#0f2c%Fmldun9b8t)k}<tDQGK<IyOF!=3J=I?
zLuC@k6wK)k(T2hzkV)82l)^pGNtod@+|%G5Q}Mt(3GTV+0iD_0BxE{)jUf-whD;@}
zIThK!&%LrS1ryPRMPPADW)N5i%1wwibOMW;heiPZNEnSuVBj1OsF=w$lt`d(X;3*g
z2ZaKBaN{X-xaZQTR05gXP8&9X%`FvFfn*ZS6p6s*HUNH4icIDfO=UnwaFa6$EWBM5
z0vqRoMPTD;fe$j?2@C?8+a4+z$lUgl*-#^1JJ3O2$Y~$&P3D$Jh5n{+=@h7*#4U$R
zBe1#MO@*!}<6RF$lCdIHRC+cv5@;luvcLkF%mQ^J=qe3tJl!39ED(R-bPD|ix`Vri
zCmMKJ5>elVdrM^z7dfo-T<rl48nMLqU+e`DgCUCz3JWU+@l0SL##v-p7UBrH2nGln
zEgA!U^cOJ?_0cG@Ecj1D<4wn$Udb{kvP{(ZY^oKZ#|)o>y12Lfji_ehVTT$*G||z~
z*TEfYnYcRJxCD`Hdw%bWGu=%nEUei`%j)jn=IQD#OW|~6Pov2_ji%7)c&mYbsw|yB
z!Y(p{i9Iu5U@1)0HY#>uzh=xyNaOspF-k$B(O`N~AtjfHCHwO~s0=cTM4&)dp?eyv
zIT|b<I{FD^cxFQHQ(^Yw7osDMDd3z8(NG9H5Kx}qxe&kTqBD9f)D|{i0Fy$OWx$Z5
z3%iGjhw4K2=)!nl(YoVUu)4T$1Uwzei|!ea7thD0;rA4bj`59p82G2b{DC$RuzM;z
zqjvCw7@gZToOhH4-J`zYwz<3gC_NQ;MDcikAU^PWtZc|ffqtYxNJq+i_`PbhSYfiF
zKiF8KXc~8Du|DTUU@7Qy29}BiQ@kf1y5lJZi@>Ub=1^gH5epa*Rlr8$3fa*;6EL8s
z7<l58g7bk_k3z&Y3bAZx8o)}$;$b*Z)0senI06l&Lo}2YT@Z)T(daN`xl;|J1D+r{
z6KME_rUPQBw+pqH0Sg5!0p1Jo!*l&GKPnUP)mzzE9P}*kLqL7s+lA`xjgA&9&qcuc
z1lrYWh^GFJ;y83(m|`L<`8iApzb5bgjW8}mF`0r8g+Z(d4=(=zq8Px@uP$uz;E8x2
z2z<nzIrc|)+%me$!pr=_@E^<%Fw)&Cy!SutDX5<}ExN}q-h8}ic<H2nkbk~%dD`-0
zIvOw@Z0TwKkF(%u_{W;35G(>u^{cR_6iCS_<X2gK68~@QOVog$@b)|7@$b&hi%+n*
z{R*Fqb<{Pr=ksbr$Sh$gilZdqm7+KT^Y2MfAcvrBv0I7)pzd9Y0s(<D^Egn>m7-WY
zJ7CXT``tUV^+0XiQWTvIk_#8&u`-Y-#j`(gB7qZpFGL|KfRl*~@jtqH_Fq&U9f>>m
z1@nqcg?$uG6lkA9A%4$*eU=G(6uPKzpg{GYdj^O<Y}o6tv`|0VQ?YcAmkwQu;_<x_
z8p4qk5CK)dZ8a9sK`MtrvEIa(hq0i+C#$Fs6jG^Z(}OgayvPw>@Ou^&HeED+Br*XD
zxp@(zSUxO{(=fbO(I!kqau^($P)LUm^)wH@VEw~82zXu;fsG0-M_~{Ae|XB_B;^)_
z1SwPwM(i%=Uy-DMVN?(*gGqzV<W_)2vzvxXQiz7qa?>Ne>F_h5`0U}(IpyI}6bhmI
zA4)=41Mrc=L@F3jY*dj{*mLz1z@0w$G(sU_7JKeRTtia{82zCrgzElnQ3^E}?;zd~
zO?~u?;(0HeMk4V-6$oCxf~sB(a0I0(22D_!!VG+VLz+S(i!=Ja7OJ>o!W}2nWUSd}
ztndqmDlU@X5QEJ_9D)#3!8}Cci{==L!=MVyHD0KKXVj$(FeSpv>7Ly91V;?u+kr4t
zp^3<WCKO`KVo=49r2wp9&rkunM>x(8Rh+z3(CAR9oH8(m5mQ(PU`O@8Q1ut8{tT*M
z{`?ZEv<$S=a9csHa*8f2R#618imPq?O|c5LR+#(USOtp{Uq@(NbZ>*`P>nqx*auku
z$HXc@<rHUCag|dDA~1MC!U&VI;(!rMIfYg{CTt+73Kz%lkRPJ(GEvLW)w^<vBlO@f
z!`<GxAqUlu;0i+=Pyi!M1s9G$r~y?bj3|OII-LfZiyjR`H>9C>=sVONyobA$Q$VAE
z5(~A1H{`ULL#KeA0OK7{2i-G43Cd|Vy}SJ!9_d&-HxA<qzsI)Y|BuQku98Jaruy$t
zPC*y`P&oy0XbSvQPQkMHGvyTa^5W;pDJ?U7Ekj&~j!c?`Ad1WugeWrS?Z<CI6i4>!
zhA3EM_yXdGC_rEiL_vyw5~85Cf9mAdJ1*h)ghCG9!Gy&{DbBvaIr(uhhKoBG-XKiD
zM0A9ee<V%;hCq4f`U7zazz6^i11SJK1Sp7MtN}=b;sQ1TM0C#)r!d(b14%?jd8zP%
z2Lm^FMtKnvcqd?G{yq6|X96}OIJ4&O$&Wi*&@6)4!h7<=-gy2Tr%bhU^o@+TN-B;x
zwL%!Gs6tT1d4Kw^LDhe#G{rrz!Q4XI0WP}p>!^N>RA_;t>*vxG2W2?YRL=npL%D8g
z3eH`8(iA5hN1B3zA3``TQvJR(1!pyA9|99jh@bm7?LucgjCV+b?h%4=0jOJ{f%Ays
zIr=(5paMzwuQY{q6N0I~uln#Q#2fOV6f$7=IZCM+nCQ<l<V7iAj3NnQ6vt}hFGTV7
zJ9htbh=PL}NQ$@$oC8tlAjdhpA<cBpfse|CC@fCkz=vK}_h`<4AEIz*!b7gs9KkZE
zr@DDZ5C!mrtPwac1X^_L^#NBz04oU&lyM+WP?q`&Q5>22FGL9~5AKe~3sGRd@hgbx
z?biqeHRyC9ISN!Y$Ug12Knhv1Al~pJAAX#`wi-BYbZey;@cljZfKtF>{l~OY6flv)
z<susQO%CD+Gns<Lh?xN)Qy{M03u1)dWQy~y4>t=!d3o=7pRux_Rj3U7f_N~Qf|u`L
z=7e2v3Pff`oM$8tA(JPLi59W}!ek||&0&Gl1de$X1>W^>%%V_;^(e%nJm?v<0|z{A
z-(etv0FTBwjA4C=^UP~9#cTS+F_{9BGLW+{lc^q4D9mIEwG)|3@tI6PTErvDgUUs5
z$exG-?Z@njerz&@SVf{DDi$jmpA7f|0$*%GbpH{0(T5HXXtr=)^r7O=yyDeKq2BB+
z0Hx*>f*-H(+EIv@#w$nqC){8P4I~;^UY!(1Lmh%Hs1hrOg4CE?BuDgKq$o&-y|_gK
zCU_zCv0Y3c4qqzV5PQpq(&2(MZ;1Hfea7!mH(`?m>c@Bm{sco*CN_|0FnKO~_u_^>
z%#X@L^$V7Zo>6(+kPo7MEky}C!xjQ4At4I$wEY_Z^*g2=*yO<z@;-DMcJxfIKfmJ^
z++7x45q}7a3@nm47q1l$PJ`cp=#ED;l%_k5Cm%13Hw|v&!W;jid%S+Wc!B!);(ovj
zUJe#=+yAS4D4v(^?({#Yzqj;!bz|_r11<br&!1E<j(@;;3gMk7T&90qQco#RKBo}D
zihli!_YFRlKd$Z<WpT&i|7?C<d;$aYUx`rW^R=~&)N#K@LMJ?$&^tZY5`Rm2`o%C|
zvx;w;@ji49V$a<A^E)mF-DUj_M?GmkI^kGN{y~0}M`+@4^Yg}am(8sM<@r%OS`c_#
zZ~5^0@HF^ycPLOlo{l%<z31fx(Ls9qVf}c%?z)89k4B9LS9<9lp)7bB{sHGH1dG5^
z{VMD!1ycU2;MCntZeRYmy}w}R|9XC2Z~}SzSKy>IU(;ZT39kw&h{6!UD5}s)J?j6<
zOTGWWnsQt_%p39x%D6E6`<il&JpmHLF##Tgd~}b5aehrXuie4FswwXlvT<R%=WqhJ
z+RZ!n{->Jq9xXb?FD}$$2ZO(wa%?D}8+$wBK^OH{V!}}4XD}50$r+C~AMZVydc4oP
z_voAlL-n8ZQ4D-*_)DDX^*emQa~>2Vs4eGw>HixiJv3fe-$4K1swi~cMN5KvuI8u-
zu!Nw|;Ovo{6Y)Q%iu$Ll4=^1NOh0^8_7>vJ`fs;B!1P&vY<&RC!&qQ?0Td$T5w1tU
zbT6E7L21w!A!Qhro=xkqKEM=C+<cG@bpl!ocxRxp|Jt4NDx~0x1FVyPhFc)O^AEua
zTLY*^F|8D=1w2IBGoGub02nFUfCUf#huNLO_YJ=istio^^%n74A5f^mLKQ<0tY8ZN
z*1->32VfzM=6g3*{RawF$X<wZVJi+ZKj1u5z^({hwS(FisjGi|VS)*IHIFRXxEI<*
z!7V4YqS1T3o_BkI1U&ZR{O|Ta9S$F!b9Y4e(ik^C06jC@bJXY@+V8#FLz+-94M1(+
z2~nMRyD;+u;2k}4%nty~IBo83KZi#!vEZgd@rXyf46N+`twI$DD*)&)sfE8Z<^uj-
zV@|+jH0^)Bqw}5peyy0&GS)KC*Wf$*k?n<HN=QEipGN#XOrdS}KOCkw7E(RJMekNp
zG;m2GcnOY2_xVW(rZ`qj`1XixnE=?RXSh(r5i<Xt{Www|8Vqz2>d`HsJ3$Q<lHV{H
zj{ABKOO3MfzTZRr+fxiYaZ2ePZk{FeQ-=sp>|dC|i~xW7e(w)q3iGbRwUWY)bGUyY
zqK1RLy`8(A%L+RW3vhdFLju=5;4uiC3=wT;;O>WL!ywu)!50wGh7D0D8sf>2fD9?f
zkObTa!5>IPhGcLwv;o_6a5)4QDhLvSPzLUZ;DW+H>jiF#;DU4%NJoWq;DQJKpei9D
z6%tY*Ar%r*AtCtNv6AI+K+_`?f;*&@UMuX}r)U{2l+{}8>fy=pB_qq6L84DpQL%Gb
ziCXOAZf6g!a>z6$0p>RMpDcq;2QkoImP4bFXmEJK;$&SoH1I3L1ZjtlMxv3ZU}-H#
zqoad0`iJKwQCTbs$gg}fcmN{-0U8y38pBVcu~@y(7|2x*`iIv6zKlq8!Fp*-GBP&d
zO-F(cVvx@zUK%)zVu4q5ej0^D7ow3UBs6n)^FklckuNAd8gK_vlOT-_E{6DM;GBwq
zd}#3Hr86)WPW&`F6FGC@rGc*^8ggO8OC!<Abo6FOfJOl*;-f)NkwDVpqmdX?I`RR<
zmzO~$p<S1k22P-uU^K!<gFaxvw!%+ifPIT#Uoprm<Y9}iJTjY#+>`LqNHlQIC6Eqg
zA5(D5fkuJTA75Tj#*mRmF23@ZbgIyJFzIBfV84**OrbttQpkdRPhtW|p#Q*O7ek0=
z8o0(1>;s^|DTJRtIJ1H|5<iVZWx(fG0yGA!OaU63ggz$aPsb)<o);0ZXMIp<g6$=-
zs4V2`i#Hw6Xo5V0LokZ)IwvC?27g}ogjH~klSm92a__)b2dp>bhK!E}Kh*~ohx{}u
zn}VFP@uefNk<k)AjZ9;suZZ~4v6(dFw@rXX7UUV6u2GPOHNJGf3wRFWr$K9l))v$Y
zpV0HCBeNNTa|7lxLx^V@nZ*?3nMNUlJr93*R5o3ZXA+ssM84wCKYV;i6e=CmDEu@w
zOi2N(gM|;B%AXFL(6NQqFYqGNe^ltyUh1U_jvEN1=m*OA_ydzKy1-h6YFR?#3wee1
z87c*4j8J)0@Q@)`2SaEM(I_nB_fLQq;W}ubG8b$I&=^8_sT9HfBhjcdurCs*1I9z3
zpCKJf2*ZE|zU2h+0!Rqur2$e3rK8b>)6qdYAy^(=2*YSJ7JP0hn2rsvgoS8=7)zqj
zNkUjcqeDjv=B4){AAq|up?;>*h4v#F9qCpDc%cKb3DbnuDvcquZ^6D#65M-$MrH_<
z2QoXX5dJ!V28b^}BQw~-eafI9w|(ee_qwD3z6kXxY_`Jb=)LgA5abW`TG-|V>Y!3E
z7m$4Q!uBCNCmBrPIRt1T&^EO72<?L)!wKy@G=MsRz9NBCB7}c*5NQPG2A$3n8aD=s
zF1YuQKxP0xc>H||atYWl^3!01gs=|wc;R#miV%juo+mW#*)S0V>xG#iw0_x4GE-o^
z!F*u|jwOH#o44;h-EAD!*trvC&z2>cI{4Wkfn1ho;_B*&xw|xxCF;1?yUN1Mku^aM
ZCp|oE+&wYb9r}_5o;fE^)?6^3@LyK63UdGe

literal 0
HcmV?d00001

diff --git a/ansi-tests/doc/ilc2005.tex b/ansi-tests/doc/ilc2005.tex
new file mode 100644
index 00000000..299e7cb8
--- /dev/null
+++ b/ansi-tests/doc/ilc2005.tex
@@ -0,0 +1,631 @@
+\documentclass[11pt]{article}
+% \setlength{\oddsidemargin}{0in}
+% \setlength{\evensidemargin}{0in}
+% \setlength{\footskip}{1in}
+% \setlength{\textwidth}{6.5in}
+
+\usepackage[letterpaper,textwidth=6.7in,textheight=8.7in]{geometry}
+\usepackage{graphics}
+\usepackage{url}
+\usepackage{times}
+%\usepackage[british]{babel}
+% \usepackage{theorem}
+\setlength{\topmargin}{.35in}
+\newtheorem{theorem}{Theorem}
+
+\pagestyle{empty}
+
+\begin{document}
+\title{The GCL ANSI Common Lisp Test Suite}
+\author{Paul F. Dietz\footnote{Motorola Global Software Group, 1303
+E. Algonquin Road, Annex 2, Schaumburg, IL 60196.  paul.f.dietz@motorola.com}}
+\date{}
+\maketitle
+\thispagestyle{empty}
+
+\begin{abstract}
+I describe the conformance test suite for ANSI Common Lisp distributed
+as part of GNU Common Lisp (GCL).  The test suite includes more than
+20,000 individual tests, as well as random test generators for
+exercising specific parts of Common Lisp implementations, and has
+revealed many conformance bugs in all implementations on
+which it has been run.
+\end{abstract}
+
+\section{Introduction}
+
+One of the strengths of Common Lisp is the existence of a large,
+detailed standard specifying the behavior of conforming
+implementations.  The value of the standard to users is enhanced when
+they can be confident that implementations that purport to conform
+actually do.
+
+In the 1990s I found substantial numbers of conformance bugs in many
+Lisp implementations.  As a result, I decided to build a
+comprehensive functional test suite for Common Lisp.  The goals of the
+effort were, in no particular order:
+
+\begin{itemize}
+\item To thoroughly familiarize myself with the standard.
+\item To provide a tool to locate conformance problems in CL
+implementations, both commercial and free.
+\item To enable implementors to improve CL implementations while
+      maintaining conformance.
+\item To explore the standard itself for ambiguities, unintended
+      consequences, and other problems.
+\item To explore different testing strategies.
+\end{itemize}
+
+I deliberately did not design the test suite to measure or rank
+conformance of Lisp implementations.  For this reason, I will not here
+report the overall score of any implementation.
+
+I decided to locate the test suite in the GCL development tree for two
+reasons.  First, its development team had a goal of making GCL more
+ANSI compliant, and tests would assist there.  Secondly, the GCL CVS
+tree is easily publicly accessible\footnote{See
+\url{http://savannah.gnu.org/projects/gcl/}}, so any developers or users of
+Common Lisp implementations would have easy access to it.
+
+The test suite was constructed over the period from 1998 to 2005, with
+most of the work done in 2002 to 2004.  
+As of 24 May 2005, the test suite contains over 20,000 tests.
+
+The test suite is based on a version of the ANSI Common Lisp
+specification (ANSI/INCITS 226-1994, formerly ANSI X3.226-1994) that
+was made publicly available by Harlequin (now LispWorks) in
+hyperlinked form in 1996 \cite{X3J13:94}.
+
+Table \ref{lispimpltab} contains a list of Lisp implementations on
+which I am aware the test suite has been run.
+
+\begin{table}
+\begin{center}
+\begin{tabular}{lr}
+Implementation & Hardware Platforms \\ \hline
+GNU Common Lisp & All debian platforms \\
+GNU CLISP & x86 \\
+CMUCL & x86, Sparc \\
+SBCL & x86, x86-64, Sparc, MIPS, Alpha, PowerPC \\
+Allegro CL (6.2, 7) & x86, Sparc, PowerPC \\
+LispWorks (4.3) & x86 \\
+OpenMCL & PowerPC \\
+ABCL & x86 (JVM) \\
+ECL & x86 \\
+\end{tabular}
+\end{center}
+\caption{\label{lispimpltab} Implementations Tested}
+\end{table}
+
+\section {Infrastructure}
+
+The test suite uses Waters' RT package \cite{Waters:91a}.  This
+package provides a simple interface for defining tests.  In its
+original form, tests are defined with a name (typically a symbol
+or string), a form to be evaluated, and zero or more expected
+values.  The test passes if the form evaluates to the specified
+number of values, and those values are as specified.  See figure
+\ref{examplefig} for an example from the test suite:
+
+\begin{figure}
+\begin{verbatim}
+   (deftest let.17
+     (let ((x :bad))
+       (declare (special x))
+       (let ((x :good)) ;; lexical binding
+         (let ((y x))
+           (declare (special x)) ;; free declaration
+           y)))
+     :good)
+\end{verbatim}
+\caption{\label{examplefig} Example of a test}
+\end{figure}
+
+As the test suite evolved RT was extended.  Features added include:
+\begin{itemize}
+   \item Error conditions raised by tests may be trapped.
+   \item Tests may optionally be executed by wrapping the form to be
+evaluated in a lambda form, compiling it, and calling the compiled
+code.  This makes sense for testing Lisp itself, but would not be
+useful for testing Lisp applications.
+   \item A subset of the tests can be run repeatedly, in random order, a
+style of testing called \emph{Repeated Random Regression} by Kaner,
+Bond and McGee \cite{KanerBondMcGee:04}\footnote{This was previously
+called `Extended Random Regression'; McGee renamed it to avoid the
+confusing acronym.}
+   \item Notes may be attached to tests, and these notes used to turn off
+groups of tests.
+
+\item Tests can be marked as being expected to fail.  Unexpected
+      failures are reported separately.
+\end{itemize}
+
+\section {Functional Tests}
+
+The bulk of the test suite consists of functional tests derived from
+specific parts of the ANSI specification.  Typically, for each
+standardized operator there is a file \emph{operator}.lsp containing
+tests for that operator.  This provides a crude form of traceability.
+There are exceptions to this naming convention, and many tests that
+test more than one operator are located somewhat arbitrarily.
+Table \ref{tab:testsize} shows the number and size of tests for each
+section of the ANSI specification.
+
+\begin{table}
+\begin{center}
+\begin{tabular}{|l|r|r|}
+\hline
+Section of CLHS & Size (Bytes) & Number of Tests \\
+\hline \hline
+Arrays & 212623 & 1109 \\
+Characters & 38655 & 256  \\
+Conditions & 71250 & 658 \\
+Cons & 264208 & 1816 \\
+Data \& Control Flow & 185973 & 1217 \\
+Environment & 51110 & 206 \\
+Eval/Compile & 41638 & 234 \\
+Files & 26375 & 87 \\
+Hash Tables & 38752 & 158 \\
+Iteration & 98339 & 767  \\
+Numbers & 290991 & 1382 \\
+Objects & 283549 & 774 \\
+Packages & 162203 & 493 \\
+Pathnames & 47100 & 215 \\
+Printer & 454314 & 2364 \\
+Reader & 101662 & 663 \\
+Sequences & 562210 & 3219 \\
+Streams & 165956 & 796 \\
+Strings & 83982 & 415 \\
+Structures & 46271 & 1366 \\
+Symbols & 106063 & 1141 \\
+System Construction & 16909 & 77 \\
+Types & 104804 & 599 \\
+Misc & 291883 & 679 \\ \hline
+Infrastructure & 115090 & \\
+Random Testers & 190575 & \\
+\hline
+Total & 4052485 & 20702 \\
+\hline
+\end{tabular}
+\end{center}
+
+\caption{\label{tab:testsize} Sizes of Parts of the Test Suite}
+\end{table}
+
+Individual tests vary widely in power.  Some are as simple as a
+test that {\tt (CAR NIL)} is {\tt NIL}.  Others are more involved.
+For example, {\tt TYPES.9} checks that {\tt SUBTYPEP} is transitive
+on a large collection of built-in types.
+
+The time required to run the test suite depends on the implementation,
+but it is not excessive on modern hardware.  SBCL 0.9.0.41 on a
+machine with 2 GHz 64 bit AMD processor, for example, runs the test
+suite in under eight minutes.
+
+Error tests have been written where the error behavior is specified by
+the standard.  This includes specifications in the `Exceptional
+Situations' sections for operator dictionary entries, as well as tests
+for calls to functions with too few or too many arguments, keyword
+parameter errors, and violations of the first paragraph of CLHS
+section 14.1.2.3.  When type errors are specified or when the CLHS
+requires that some operator have a well-defined meaning on any Lisp
+value, the tests iterate over a set of precomputed Lisp objects
+called the `universe' that contains representatives of all
+standardized Lisp classes.  In some cases a subset of this universe is
+used, for efficiency reasons.
+
+There are some rules that perform random input testing.  This testing
+technique is described more fully in the next section.  Other tests
+are themselves deterministic, but are the product of one of the
+suite's high volume random test harnesses.  The `Misc' entry in table
+\ref{tab:testsize} refers to these randomly generated tests.  Each of
+these tests caused a failure in at least one implementation.
+
+Inevitably, bugs have appeared in the test suite.  Running the test
+suite on multiple implementations (see table \ref{lispimpltab})
+exposes most problems.  If a test fails in most of them, it is likely
+(but not certain) that the test is flawed.  Feedback from implementors
+has also been invaluable, and is deeply appreciated.  In some cases,
+when it has not been possible to agree on the proper interpretation
+of the standard, I've added a note to the set of disputed tests so
+they can be disabled as a group.  This is in keeping with the purpose
+of the test suite -- to help implementors, not judge implementations.
+
+
+\section {Random Testing}
+
+Random testing (more properly, random-input testing) is a standard
+technique in the testing of hardware systems.  However, it has been the
+subject of controversy in the software testing community for more than
+two decades.  Myers \cite{Myers:79} called it ``Probably the poorest
+... methodology of all''.  This assessment presumes that the cost of
+executing tests and checking their results for validity dominates the
+cost of constructing the tests.  If test inputs can be constructed and
+results checked automatically, it may be very cost-effective to
+generate and execute many lower quality tests.  Kaner et
+al. call this High Volume Automated Testing \cite{KanerBondMcGee:04}.
+
+Duran and Ntafos \cite{DuranNtafos:81} report favorably on the ability
+of random testing to find relatively subtle bugs without a great deal
+of effort.  Random testing has been used to test Unix utilities
+(so-called `fuzz testing') \cite{MillerFredriksenSo:90}, database
+systems \cite{Slutz:98}, and C compilers \cite{McKeeman:98,Lindig:05,Faigon:05}.
+Bach and Schroeder \cite{BachSchroeder:04} report that random input
+testing compares well with the ability of the popular All-Pairs
+testing technique at actually finding bugs.
+
+Random input testing provides a powerful means of testing algebraic
+properties of systems.  Common Lisp has many instances where such
+properties can be checked, and the test suite tests many of them.
+Random testing is used to test numeric operators, type operators,
+the compiler, some sequence operators, and the readability of
+objects printed in `print readably' mode.
+
+One criticism of random testing is its irreproducibility.
+With care, this needn't be a problem.  If a random failure
+is sufficiently frequent, it can be reproduced with high
+probability by simply running a randomized test again.  Tests
+can also be designed so that on failure, they print sufficient
+information so that a non-randomized test can be constructed
+exercising the bug.  Most of the randomized tests in the test
+suite have this property.
+
+\subsection {Compiler Tests}
+\label{sec:compilertests}
+
+Efficiency of compiled code has long been one of Common Lisp's
+strengths.  Implementations have been touted as in some cases
+approaching the speed of statically typed languages.  Achieving this
+efficiency places strong demands on Lisp compilers.  A sufficiently
+smart compiler needs a sufficiently smart test suite.
+
+Compilers (and Lisp compilers in particular) are an ideal target for
+random input testing.  Inputs may have many parts that interact in
+the compiler in unpredictable ways.  Because the language has a
+well-defined semantics, it is easy to generate related, but different,
+forms that should yield the same result (thereby providing a test
+oracle.)
+
+The Random Tester performs the following steps.  For some input
+parameters $n$ and $s$ (each positive integers):
+\begin{enumerate}
+  \item Produce a list of $n$ symbols that will be the parameters
+	of a lambda expression.  These parameters will have integer
+	values.
+  \item Produce a list of $n$ finite integer subrange types.  These
+        will be	the types of the lambda parameters.  The endpoints of
+	these types are not uniformly distributed, but instead follow
+	an approximately exponential distribution, preferring small
+	integers over larger ones.  Integers close in absolute value
+        to integer powers of 2 are also overrepresented.
+  \item Generate a random conforming Lisp form of `size' approximately $s$
+        containing (mostly) integer-valued forms.  The parameters from
+        step 1 occur as free variables.
+  \item From this form, construct two lambda forms.  In the first,
+	the lambda parameters are declared to have their integer
+	types, and random {\tt OPTIMIZE} settings are included.  In the
+	second, a different set of {\tt OPTIMIZE} settings is declared, and
+	all the standardized Lisp functions that occur in the form
+	are declared {\tt NOTINLINE}.  The goal here is to attempt to make
+	optimizations work differently on the two forms.
+  \item For each lambda form, its value on each set of inputs is
+        computed.  This is done either by compiling the lambda form
+	and calling it on the inputs, or by evaling forms in which
+	the lambda form is the {\tt CAR} and the argument list the
+	{\tt CDR}.
+  \item A failure occurs if any call to the compiler or evaluator
+	signals an error, or if the two lambda forms yield different
+	results on any of the inputs.
+\end{enumerate}
+        
+This procedure very quickly -- within seconds -- found failures in
+every Lisp implementation on which it was tried.  Failures included
+assertion failures in the compiler, type errors, differing return
+values, code that caused segmentation faults, and in some cases code
+that crashed the Lisps entirely.  Most of the 679 `Misc' tests in
+table \ref{tab:testsize} were produced by this tester; each represents
+a failure in one or more implementations.
+
+Generating failing tests was easy, but minimizing them was tedious
+and time consuming.  I therefore wrote a pruner that repeatedly tries
+to simplify a failing random form, replacing integer-valued subforms
+with simpler ones, until no substitution preserving failure
+exists.  In most cases, this greatly reduced the size of the failing
+form.  Others have previously observed that bug-exposing random inputs
+can often be automatically simplified
+\cite{HildZeller:02a,McKeeman:98}.  The desire to be able to
+automatically simplify the failing forms constrained the tester;
+I will discuss this problem later in section \ref{sec:future}.
+
+\begin{table}
+\begin{center}
+\begin{tabular}{|l|l|l|}
+\hline Sourceforge Bug \# & Type of Bug & Description \\
+\hline
+813119 & C & Simplification of conditional forms \\
+842910 & C & Simplification of conditional forms \\
+842912 & R & Incorrect generated code \\
+842913 & R & Incorrect generated code \\
+858011 & C & Compiler didn't handle implicit block in {\tt FLET} \\
+858658 & R & Incorrect code for {\tt UNWIND-PROTECT} and multiple values \\
+860052 & C & Involving {\tt RETURN-FROM} and {\tt MULTIPLE-VALUE-PROG1}. \\
+864220 & C & Integer tags in tagbody forms. \\
+864479 & C & Compiler bug in stack analysis. \\
+866282 & V & Incorrect value computed due to erroneous side effect \\
+& & analysis in compiler on special variables \\
+874859 & R & Stack mixup causing catch tag to be returned. \\
+889037 & V & Bug involving nested {\tt LABELS}, {\tt UNWIND-PROTECT},
+{\tt DOTIMES} forms. \\
+890138 & R & Incorrect bytecodes for {\tt CASE}, crashing the Lisp. \\
+1167991 & C & Simplification of conditional forms. \\ \hline
+\end{tabular}
+
+Legend:
+\begin{tabular}{ll}
+C & Condition thrown by the compiler (assert or type check failure.) \\
+R & Condition thrown at runtime (incorrectly compiled code). \\
+V & Incorrect value returned by compiled code. \\
+\end{tabular}
+\end{center}
+\caption{\label{clispbugs} Compiler bugs found in GNU CLISP by Random Tester}
+\end{table}
+
+Table \ref{clispbugs} contains a list of the fourteen compiler bugs
+detected by the random tester in GNU CLISP.  Roughly 200 million
+iterations of the random tester were executed to find these bugs,
+using a single 1.2 GHz Athlon XP+ workstation running intermittently
+over a period of months.  All these bugs have been fixed (in CVS) and
+CLISP now fails only when the random forms produce bignum values that
+exceed CLISP's internal limit.
+
+The greatest obstacle to using the random tester is the presence of
+unfixed, high probability bugs.  If an implementation has such a bug,
+it will generate many useless hits that will conceal
+lower probability bugs.
+
+\subsection {Types and Compilation}
+
+Type inference and type-based specialization of built-in operators is a
+vital part of any high performance Lisp compiler for stock hardware,
+so it makes sense to focus testing effort on it.  The test suite
+contains a facility for generating random inputs for operators and
+compiling them with appropriate randomly generated type annotations,
+then checking if the result matches that from an unoptimized version
+of the operator.
+
+As an example, the operator {\tt ISQRT} had this bug in one commercial
+implementation:
+\begin{verbatim}
+  (compile nil '(lambda (x) (declare (type (member 4 -1) x)
+                                     (optimize speed (safety 1)))
+                            (isqrt x)))
+  ==> Error: -1 is illegal argument to isqrt
+\end{verbatim}
+Amusingly, the bug occurs only when the negative integer is the second
+item in the {\tt MEMBER} list.  The test that found this bug is
+succinctly defined via a macro:
+\begin{verbatim}
+  (def-type-prop-test isqrt 'isqrt '((integer 0)) 1)
+\end{verbatim}
+The function to be compiled can be generated in such a way that it stores
+the result value into an array specialized to a type that contains
+the expected value.  This is intended to allow the result value to
+remain unboxed.
+
+The general random testing framework of section
+\ref{sec:compilertests} is also useful for testing type-based compiler
+optimizations, with two drawbacks: it currently only handles integer
+operators, and it is less efficient than the more focused tests.
+Even so, it was used to improve unboxed arithmetic in several
+implementations (SBCL, CMUCL, GCL, ABCL).
+
+\subsection {{\tt SUBTYPEP} Testing}
+
+The test suite uses the algebraic properties of the {\tt SUBTYPEP}
+function in both deterministic and randomized tests.  For example,
+if {\tt T1} is known to be a subtype of {\tt T2}, we can also check:
+\begin{verbatim}
+    (subtypep '(not t2) '(not t1))
+    (subtypep '(and t1 (not t2)) nil)
+    (subtypep '(or (not t1) t2) t)
+\end{verbatim}
+
+The generator/pruner approach of the compiler random tester was
+applied to testing {\tt SUBTYPEP}.  Random types were generated and,
+if one was a subtype of the other, the three alternative formulas
+were also tested.  If any return the two values (false, true), a
+failure has been found.
+
+Christophe Rhodes used feedback from this tester to fix logic and
+performance bugs in SBCL's {\tt SUBTYPEP} implementation.  The
+handling of {\tt CONS} types is particularly interesting, since
+deciding the subtype relationship in the presence of cons types is
+NP-hard.  At least one implementation's {\tt SUBTYPEP} will run wild
+on moderately complicated cons types, consuming large amounts of
+memory before aborting.
+
+\subsection {Repeated Random Regression}
+
+As mentioned earlier, RRR is a technique for executing tests in an
+extended random sequence, in order to flush out interaction bugs and
+slow corruption problems.  As an experiment, RT was extended to
+support RRR on subsets of the tests.  The main result was to find many
+unwanted dependencies in the test suite, particularly among the
+package tests.  These dependencies had not surfaced when the tests had
+been run in their normal order.
+
+After fixing these problems, RRR did find one CLOS bug in CLISP,
+involving interaction between generic functions and class
+redefinitions.  The bug was localized by bisecting the set of tests
+being run until a minimal core had been found, then minimizing the
+sequence of invocations of those tests.  If more bugs of this kind are
+found it may be worthwhile to add a delta debugging
+\cite{HildZeller:02a} facility to perform automatic test minimization.
+
+In Lisps that support preemptively scheduled threads, it would be
+interesting to use RRR with subsets of the tests that lack global side
+effects.  The tests would be run in two or more threads at once in
+order to find thread safety problems.
+
+\section {Issues with the ANSI Common Lisp Specification}
+
+Building the test suite involved going over the standard in detail.
+Many points were unclear, ambiguous, or contradictory; some
+parts of the standard proved difficult to test in a portable
+way.  This section describes some of these findings.
+
+See `Proposed ANSI Revisions and Clarifications' on
+\url{http://www.cliki.net/} for a more complete list that includes
+issues arising from the test suite.
+
+\subsection {Testability}
+
+Some parts of the standard proved difficult to test in a completely
+conforming way.  The specification of pathnames, for example, was
+difficult to test.  The suite has assumed that UNIX-like filenames
+are legal as physical pathnames.
+
+Floating point operators presented problems.  The standard does not
+specify the accuracy of floating point computations, even if it
+does specify a minimum precision for each of the standardized float
+types. \footnote{The standard does specify a feature indicating
+the implementation purports to conform to the IEEE Standard for Binary
+Floating Point Arithmetic (ANSI/IEEE Std 754-1985); this suite
+does not test this.}  Some implementations have accuracy that varies
+depending on the details of compilation; in particular, boxed values
+may be constrained to 64 bits while unboxed values in machine
+registers may have additional `hidden' bits.  These differences
+make differential testing challenging.
+
+The Objects chapter contains interfaces that are intended to be used
+with the Metaobject Protocol (MOP).  Since the MOP is not part of the
+standard, some of these cannot be tested.  For example, there is
+apparently no conforming way to obtain an instance of class {\tt
+METHOD-COMBINATION}, or to produce any subclass of {\tt
+GENERIC-FUNCTION} except for {\tt STANDARD-GENERIC-FUNCTION}.
+
+\subsection {Unintended Consequences}
+
+There seem to be many issues associated with Common Lisp's type
+system.  One example is the {\tt TYPE-OF} function.  According
+to the standard, this function has the property that
+\begin{quote}
+  For any object that is an element of some built-in type: [\ldots]
+  the type returned is a recognizable subtype of that built-in type.
+\end{quote}
+A \emph{built-in} type is defined to be
+\begin{quote}
+  built-in type {\it n}. one of the types in Figure 4-2.
+\end{quote}
+Figure 4-2 of the standard contains {\tt UNSIGNED-BYTE}, the type of
+nonnegative integers.  These constraints imply that {\tt TYPE-OF} can
+never return {\tt FIXNUM} or {\tt BIGNUM} for any nonnegative integer,
+since neither of those types is a subtype of {\tt UNSIGNED-BYTE}.
+
+A more serious set of problems involves {\tt
+UPGRADED-ARRAY-ELEMENT-TYPE}. \footnote{I ignore the issue that,
+strictly speaking, {\tt UPGRADED-ARRAY-ELEMENT-TYPE} is either an
+identity function or is not computable, since as defined it must work
+on {\tt SATISFIES} types.}  This function (from types to types) is
+specified to satisfy these two axioms for all types $T_1$ and $T_2$:
+\begin{displaymath}
+   T_1 \subseteq UAET(T_1) 
+\end{displaymath}
+and
+\begin{displaymath}
+   T_1 \subseteq T_2 \Longrightarrow UAET(T_1) \subseteq UAET(T_2)
+\end{displaymath}
+A type $T_1$ is a \emph{specialized array element type} if $T_1 = UAET(T_1)$.
+These axioms imply:
+\begin{theorem}
+If two types $T_1$ and $T_2$ are specialized
+array element types, then so is $T_1 \cap T_2$.
+\end{theorem}
+
+This theorem has a number of unpleasant consequences.  For example,
+if {\tt (UNSIGNED-BYTE 16)} and {\tt (SIGNED-BYTE 16)} are specialized
+array element types, then so must be {\tt (UNSIGNED-BYTE 15)}.  Even
+worse, since {\tt BIT} and {\tt CHARACTER} are required to be
+specialized array element types, and since they are disjoint,
+then {\tt NIL}, the empty type, must also be a specialized array
+element type.  Topping all this off, note that
+\begin{quote}
+    A string is a specialized vector whose elements are of type
+    character or a subtype of type character. (CLHS page for {\tt STRING})
+\end{quote}
+Since {\tt NIL} is a subtype of {\tt CHARACTER}, a vector with
+array element type {\tt NIL} is a string.  It is
+impossible for a conforming implementation to have only a
+single representation of strings.\footnote{But since `nil strings' can
+never be accessed, it's acceptable in non-safe code to just assume 
+string accesses are to some other string representation.  The SBCL
+implementors took advantage of this when using nil strings as a stepping
+stone to Unicode support.}
+
+\section {Directions For Future Work}
+\label{sec:future}
+
+The test suite still has a few areas that are not sufficiently tested.
+Setf expanders need more testing, as do logical pathnames and file
+compilation.  Floating point functions are inadequately tested.  As
+mentioned earlier, it isn't clear what precision is expected of these
+functions, but perhaps tests can be written that check if the error
+is too large (in some sufficiently useful sense.)
+
+The random compiler tester, as implemented, is constrained to generate
+forms that remain conforming as they are simplified.  This limits the
+use of certain operators that do not take the entire set of integers
+as their arguments.  For example, {\tt ISQRT} appears only in forms
+like {\tt (ISQRT (ABS ...))}, and this pattern is preserved during
+pruning.  The forms also make very limited use of non-numeric types.
+
+More sophisticated random tester could avoid these limitations.  One
+approach would be to randomly generate trees from which Lisp forms
+could be produced, but that also carry along information that would
+enable pruning to be done more intelligently.  Another approach would
+be to check each pruned form for validity on the set of chosen random
+inputs by doing a trial run with all operators replaced by special
+versions that always check for illegal behaviors.  I intend to explore
+both options.
+
+The test suite has been written mostly as a `black box' suite (aside
+from the randomly generated Misc tests).  It would be interesting to
+add more implementation knowledge, with tests that, while conforming,
+will be more useful if the Lisp has been implemented in a particular
+way.  The type propagation tester is an example of this kind of `gray
+box' testing.
+
+It would be interesting to determine the level of coverage achieved by
+the test suite in various implementations.  The coverage is probably
+not very good, since the suite cannot contain tests of nonstandardized
+error situations, but this should be confirmed, and compared against
+the coverage obtained from running typical applications.  Internal
+coverage could also provide feedback for nudging the random tester
+toward testing relatively untested parts of the compiler, say by using
+an evolutionary algorithm on the parameters governing the construction
+of random forms.
+
+\section {Acknowledgments}
+
+I would like to thank Camm Maguire, the head of the GCL development
+team, for allowing the GCL ANSI test suite to be a part of that
+project.  I also would like to thank users of the test suite who have
+returned feedback, including Camm, Christophe Rhodes, Sam Steingold,
+Bruno Haible, Duane Rettig, Raymond Toy, Dan Barlow, Juan Jos\'{e}
+Garc\'{i}a-Ripoll, Brian Mastenbrook and many others.
+
+\nocite{X3J13:94}
+\nocite{McKeeman:98}
+\nocite{DuranNtafos:81}
+\nocite{KanerBondMcGee:04}
+\nocite{Waters:91a}
+\nocite{HildZeller:02a}
+\nocite{BachSchroeder:04}
+\nocite{Slutz:98}
+\nocite{Lindig:05}
+\nocite{Myers:79}
+
+\bibliography{lisp}
+\bibliographystyle{plain}
+
+\end{document}
diff --git a/ansi-tests/doc/lisp.bib b/ansi-tests/doc/lisp.bib
new file mode 100644
index 00000000..f916be5d
--- /dev/null
+++ b/ansi-tests/doc/lisp.bib
@@ -0,0 +1,121 @@
+@booklet{X3J13:94,
+  title = "Common {Lisp} {HyperSpec}",
+  author = "K. M. Pitman",
+  howpublished = "http://www.lispworks.com/reference/HyperSpec/Front/index.htm",
+  note = "A hyperlinked form of ANSI/INCITS document 226-1994.  Translated in 1996 and updated in 2005."
+}
+
+@article{McKeeman:98,
+  title = {Differential Testing for Software},
+  author = {W. M. McKeeman},
+  journal = {Digital Technical Journal},
+  volume = {10},
+  number = {1},
+  year = {1998},
+  pages = {100--107}
+}
+
+@article{DuranNtafos:84,
+  title = {An Evaluation of Random Testing},
+  author = {J. W. Duran and S. Ntafos},
+  journal = {IEEE TSE},
+  volume = {SE-10},
+  year = {1984},
+  pages = {438--444},
+  publisher = {IEEE Press}
+}
+
+@inproceedings{DuranNtafos:81,
+ author = {Joe W. Duran and Simeon Ntafos},
+ title = {A report on random testing},
+ booktitle = {ICSE '81: Proceedings of the 5th international conference on Software engineering},
+ year = {1981},
+ pages = {179--183},
+ location = {San Diego, California, United States},
+ publisher = {IEEE Press}
+ }
+
+@misc{KanerBondMcGee:04,
+  author={C. Kaner, W. P. Bond, P. McGee},
+  title={High Volume Test Automation},
+  howpublished={At http://testingeducation.org/a/hvta.pdf},
+  year={2004},
+  month={May},
+  note={Keynote address presented at the International Conference on Software Testing, Analysis, and Review (STAR East), Orlando, FL}
+}
+
+@article{Waters:91a,
+ author = {Richard C. Waters},
+ title = {Supporting the regression testing of Lisp programs},
+ journal = {SIGPLAN Lisp Pointers},
+ volume = {IV},
+ number = {2},
+ year = {1991},
+ pages = {47--53},
+ publisher = {ACM Press},
+ address = {New York, NY, USA},
+ }
+
+@article{HildZeller:02a,
+  author={Andreas Zeller and Ralf Hildebrandt},
+  title={Simplifying and Isolating Failure-Inducing Input},
+  journal={IEEE Transactions on Software Engineering},
+  volume={28},
+  number={2},
+  month={Feb},
+  year={2002},
+  pages={183--200},
+}
+
+@inproceedings {BachSchroeder:04,
+  author={James Bach and Patrick J. Schroeder},
+  title={Pairwise Testing: A Best Practice That Isn't},
+  booktitle={Proc. 22nd Annual Pacific Northwest Software Quality Conference},
+  year={2004},
+  note={See http://www.pnsqc.org/proceedings/pnsqc2004.pdf},
+}
+
+@inproceedings {Slutz:98,
+  author={Don R. Slutz},
+  title={Massive Stochastic Testing of {SQL}},
+  booktitle={Proc. 24th International Conference on Very Large Database Systems (VLDB'98)},
+  year={1998},
+  month={Aug.},
+  pages={618-622},
+}
+
+@misc{Lindig:05,
+  author={Christian Lindig},
+  title={Random Testing the Translation of {C} Function Calls},
+  month={Feb.},
+  year={2005},
+  howpublished={At http://www.st.cs.uni-sb.de/~lindig/src/quest/quest.pdf},
+}
+
+@book{Myers:79,
+  author={Glenford J. Myers},
+  title={The Art of Software Testing},
+  publisher={John Wiley \& Sons},
+  year={1979},
+}
+
+@article{MillerFredriksenSo:90,
+ author = {Barton P. Miller and Louis Fredriksen and Bryan So},
+ title = {An empirical study of the reliability of UNIX utilities},
+ journal = {Commun. ACM},
+ volume = {33},
+ number = {12},
+ year = {1990},
+ issn = {0001-0782},
+ pages = {32--44},
+ doi = {http://doi.acm.org/10.1145/96267.96279},
+ publisher = {ACM Press},
+ address = {New York, NY, USA},
+ }
+
+@misc{Faigon:05,
+  author={Ariel Faigon},
+  title={Testing for Zero Bugs},
+  year={2005},
+  howpublished={At http://www.yendor.com/testing/},
+}
-- 
GitLab