From 574e62e5e345fabd4fe2bbccc1497304d0b48be9 Mon Sep 17 00:00:00 2001
From: Spencer Smith <smiths@mcmaster.ca>
Date: Mon, 26 Oct 2020 10:43:59 -0400
Subject: [PATCH] Update POC 1 admin details and intro slides

---
 Lectures/L12_POCDemos1/POCDemos1.pdf | Bin 266332 -> 270922 bytes
 Lectures/L12_POCDemos1/POCDemos1.tex | 126 ++++++++++++++++++---------
 2 files changed, 84 insertions(+), 42 deletions(-)

diff --git a/Lectures/L12_POCDemos1/POCDemos1.pdf b/Lectures/L12_POCDemos1/POCDemos1.pdf
index 7df2179870b90b72b180baca14748c660f708f9b..6794a7c2a2ce9af7b0b83bac4fe6fba8815d6383 100644
GIT binary patch
delta 69395
zcmZshLv)~Ru&ra;>e#lOj&0kv@x?~Rb~?6=j%};sbZq1PXRUij=gw;O4r=XsYVUft
z3Q#77P=1ktvvYB#-+X}40K;nX35(1qJ<pm`EQxq^mLHj9&H4}vHpci0^bu$aXcf{j
zS^CZ2dCobNO2SUUI@-5#c>=Td7HG0-L7|##-o}Xxjh_>d5a!Ze=79vT<naEGo9kVM
z!Fkhg?9B4v2oHSip;rOe<^pob&n%}@hgUq9s6(T}Lo;<GbOX3|0FGwS<mse|hr2u>
zins%UNCV`7cs!w$HA!y7KAWEu7SoD#X|-(5i1&?MqgHO=>6R>6`m$-uHIn=?lCy4G
zT+Df+MRjj_`Q(G?EmSoYH7e_ps4d%%MUIGwLI+P(xwaoFVdHIT<7VjHz58NLv6?dF
zImBcHi$4zP2J@x^0HQ(ZBm~`Wm5lOTSkdB;FS*2Dw3fDEi-|9nm!vL?Ri%6q<~SWp
zS^aiTqc)A_DR|>|$y4S`8Nqgqf+e^eB{q|l$S|@FXM2-Gk(j~g9S23ZjX!INtoK}e
z7Zkl4X^5W0%Gc0U@qY02dn{j_wO0BtUh|W39Zer|$4cTS>vubzOFpsitcd;fexvfQ
zmUT^K-8XryKx{jj^N*f*qfWWtKjV8o4E9vNc|;YIfnZngk}e$FAxl9tq%PFwr(_cy
zk}Qs6i3YTMbvk{vxwSm}RzJQskNG^AkfcJS!6Kx=K-;9jz)tVM*;!crZ_icb6$hCS
zdagBJ)?`pjs1#Hjm<7oh`&aPyndez)YqC#iU*6m0QJE<b5lN8ZgpyXfPuB2`3-(+}
zxagzB8)lQ{jR-1?aK@5FUFK45xH~_g-ngoM8Ea+WWbxRQQf?|S_Sc7^h#0aa_Zi8c
z2oW)Tz)*F0DBjP{Lz)K~0H}>&AE?15_Ca<^k+_GDTNGTY2M==v(lZl2EehB7Rr={)
z(RbdA48e08u)(Q_j)7xR=~`apVNP*Qts4t;%5mU7Q(08Y!j-*|z^GEklOJ75FX<`r
z*=r(6)7g&(D-&XDcoO!X$||(;csH|4`!AIql8b87mOJe&>>pJmfJ*W8nM!e=$nm%I
zpDYmKQ}1Y(f3qTdJoFo4e+~ywv@V`GF#0TnbV+BVm?B%Hh_BA~bge3l&7|gVY6q@<
z=^=*q$eBmz^gkqL7=(%#rFviUB5HU$4p1Wnpv+NMFm0OYXkI3#tZJVm-;T3e^bCib
z#?1<;%y&r9$XdjR6U0g-3&uO-;5zS5JuvouXT^UcOpu3pfkP8wf2K#hf>DBVvT*-T
zt7rjrS;s|Tl-~c;IiHv{JtNp{;PBg82^GdFm^+1V%Pd*vu6WG>^*gU&)Lt6KhDOwB
zY{u5|Ior{a02cq(&6)6(6nPYR-!IAF_*AK8$fFctOtBwE{x^GNB>*L)4h~io{Sy9~
zd+z0AG&)Wi`CbXb?E0>7WgrmG<i|Wq7z6a`5y)9gfb$m4;b~QqplaYLQKCi?V$pFY
z#A}FaSjg*^*?Ztin8xvDg>z2dS-3TLec}WQ{Q(*a0z^)Ep$3%tt(9a{Cvmi}LVJZX
zG<@+QWMe>;y=>Jrv&8r8ME}Wn`SkU+Dry#%M5__h{IMUaI<MYxYmMoRv#M~gi3b>~
z<})tTxy`ze#Hks54a<27dt`Kx9LgLj*-w6G&tebY7o(00AsFksZ$?bZtA|!1*g=qb
z#m*bGU{3C72(tD}wf%|zg|)h#%f_GyzLV|JKX;ccknR7#UO!7oB+!B2azs@3t^#u_
za6ZXzpEYM^>W8*6K83<f)BUife+q=Tm0Id#g<kV*`(BupwxQ98orki9-G-y@7EpTW
zNFFF;oL<f$a(Vkadvs<;QEsO6iCi-t-hM92NZEelG_Qkwer>aCo(Tn80Ry&1qt@%;
zKDmtGj@h1w$v=%V{nM<{9t0{UK5OpEQ?{Wyn7oucH}#{|c!e1dM)ceA4FM@F<<MhI
ztNi}e07K9X-Z#F}Mwg6lX82D8D+s!7S7*sU)OcPM_-t-QKnK2ZGRw-q>=HB1$Ib-%
z2hsHUIRas$hu_^_6LU@#L7Dp;28vX_0op!Rnnfiw#40b(=Dc>QdGViq&<CQGv2f-N
zX0C27=EnB_Q#qR0z_GJn5Hl11PsPs<$0TR&VCiN>%*~bF@Crr;q{+H&a-xi0e_?P3
zFT#Kd2ZH#^)~v}}-Zipk{wv|>Cp9ZR8l<4%`+CxLD&$UDrgWxU42h)hz<wV^MvhLF
z{WHFfx@!yB47LFjL?n0rnmW#sBFp>*`A<NbsK@`;Ltl%WRT80&&4OXlXYIY1b{NG!
zV+P90hn#PO-${RG0i%KU)%!YcK%Y=RAe90&T)GfbyEe)^i;gtaTr|Z@JMsBJdpVR7
z!Ss5>>7YrQ(S`T982-^IXF8?+Vaw2xO?!?pL{ex31(Kw;QtUk9V({*{ZhR{nqrCAa
zjD`(EF>OU=s#)3zf`o*6OqcNkVhSyS|7vfHgvjnvZQKzt(D%Y>h!LLZ4Qr~{QKzX)
zW|e9lOW9NdP-3W7_Lrwy;ylROA^5+V1YH9z)9IO*&9e~h>vD6nv4yt!h=ialzd0V%
zFRqFILN!5Z>~~Qd_uz}h4d%J^&n-+GRN2z8qtwPZG5iVJD}s_6$qIH=Fm&h2Xw;N5
zZCC_BV=;;cS~Rjp+KOZLn=&=T^_nrUsGXO4ZJPuP|LkFr6FQ1uaLXx#uEY+yX(H0w
zkd1ZoIZZedT~%jbO<Aph>#$TIC>VLCu5CRT6Zpr-&>0T4UTlja>LP9z*3Nr^F0!+m
z>p#`rsk^ifQ1$A^Tt*h-Zz%R7f(X@{RMmz}m{uMFP;&oPV7s|jD6&?kYtQd*mMQ;L
zY@K@207CkiY|5vSi>XPe;#uo4<PVH7m0Z-VkGgV<#&<-<Ut*_dpYGU$?-=*HllSC_
z6#{cY5UYs5H}NkOW^1Bp@Wu{#ov*R#k67dOGfsCf)D89%iwI3oCxH&pgVHC56Z%1J
z!Y4(b<>35N{-&*A^m&kk8kuwM6Yc|tPM;Oh^OH<lr1kKhg|@<57d0~DptX-DcyGt!
zsV{qvu72Tid*4-CoL9a0-Pn>tri>5Nsud0p!*zBHruv83?n6XxbI?#OV%Gr~;CF|1
zYzFMTKg<-VlRFZW8%6O+T}p@C`g*?mr6H{ee+~V`7j`IX4?o=KCkoF{PaejOrE2XU
z&PpA@K&>$up-y76pMHAp7w*+?n-4|(8znk$a&@>4<{O8mILGT9up2gFO(}auiFHHS
zaX4z#>+K&rvc<I>Sh|K(lb7ZA2ZC4-bbd?tAbt1yKO%5(|6d|#$g6Jtx3AsPxiwp&
z6*`V@QG-I2GSG|%AsrP^QhJOw=<*e+2KZ|xB9O?#mdrh&oSS<7=<$DFA+-vI;oTvj
zBMVFX^MdFBvmb3dNMVv?Jb_WE>eh3=mtFvHn$RkHNl_{bh*asGoEN2t>>0-*`_#LB
z;Zd27eK&s(z8?Xvl;_!dGgqjxD9ahjG;=q2xb#uNayW9<!QrNExR(iK-ngDTN6JjO
z>)lpQ`?Up>XRFr9X>5FxRbl!+LzL4-*zsm#*n9Ev9C){gMED3qX_OD6qewxarcq77
z(8DEE`#FA>Yu3=vAnTCGIFnMi7Elc9;6)y<F`p?vpVI<YtUuIOLE<Wy&rS<yCI78v
z?q2*}thBRuB!!IIeg8>bxWFg2ZzS!{m>1^oEamhQRzXU18x>uySy&(LCG?4kU;ACB
z-y#j1B-j-^QHy*5y0>ZqDM#_&soh~9H73guHwWw*E1&%6Kmbb{g;9oEx2DiBc_T}i
z^7h(a7ds)KD~<>m`JUcxyNiugP7hZwJpR6{@POaPaJxM!G6S5dfdAf^8IcvA4ZI90
z$?p7{a~dB17(4Kdb5d6};N9fqu=PdMBz(QwK?8MxFS4~>yFO1tyF>h64LX)O7=A-b
zqh5P(iC1uZkCN#7jf{4AxEHwEmR}ktV90}SdwvUSb^SN4ncI>p4=!UGgKKfpCbPh1
zKV9_7o_<^HBiIhNmBRk{ZDY-g%YXP!s8IAn<5;bQv|Y8$dYPfXyCc;%^cb?R)|-I<
zF=1l{#V6ECw_jFSY>UIl*M?XxBd|wvlafitqmt<#b-9(a%9q&C6~&Q&3g3i*h}JPj
z7M?Be`haIW{X{9Rs}j+#{A_CXlie`E>Og91+AfGwPV?1NOB!*ZKbUrO=Ll28v_2=8
zOA+C%_a>W^kz)&9Uo8kqc8ihw2tzu@s)isSh=V-d)Y@&53W^&I&NFMau^s*rt+yKb
z9lWm!^73VUVDB?6pJ13i%1-$O6a3HfM>8Pg@t5i<e&L12-jKobF?j(p>IK$^FrM&#
z(~E=Uf5VH5?SJ6K4m?@Sl1JyIZR5+sfP*to2sVrHls7~Q96-0A<Gehk(o>|c|B$gN
zgO;t*ule+UXAOrm;uh@J<zwMvdG{<H=qHUfp$wFXhKVa!c5=P>hh6sFN=Dkx6bxsD
zU0>6=b%Z(mH=Wx<VU|7p8;l0>S?YP9?BGat<@w)$l?*yD8lX(dUBZPz7Q~}ONG6IV
z#nukTsI&dgry@;UH9|~6i#hv*S2uMd&x@JU28}+(NeYav#tqA$tc;1o7rm}{X$cin
zR~n+7MG7j#C6s20POOrY+1g_%*^~g3gc>ziXC#=I#^hjHNiM25C!7V*t&JU`0wHUT
zz9zN!Z%HRZB7p9%x0PF`Wki}&NNYo7#W5Qf)b7+B{nu&&7bO-g2PKA8M9T#SO)OCs
z`p)dcR#Nq8YTk<(3tw>veUD%^+s6om70b`+s=6OMd^b#N#@lJ*(Dpzsm6nM6UE3J#
z-HPoZE<eWSHUs<1tu#hOAmX0ZV-Qg$x}IT(>sIz&9oY0XLl<~P5E#&|6~%)__E2sq
zdluQY?%C5fGvL+O-P+Em@t%DMsR?(F`i5*ZF>LkY%f_!=aFv%&3OA&GTjsT=Q_sHB
zdpYn<u9C47go|kPZPKU;8aC+_B1eF|8Wq+l7jKfJxVBLzWj2v+cC6F!OnTw`Tf6G;
zPU)Ye2IQX0ZU)y$Ei2T=7LjlG)@ym<vg9A(N3=2(SsXF%V4HX35#)~6cr@X8xmT!{
zZBLuqHkR7iT5M=v$CzK0)K<8up3C#{?DM-wxvl@(UjMj^zf`P7&cbd3mry1zA&KSw
z=j!VoN5Y16@0@&vbM@|v$xJfMwB(b@{7#eM51`<J2BFcA;fuwW;QE%rndV<g+m_Wa
z`|CZ@OAnFZ#v)rP(DC4MTl+nfxcp%+kuG>s%0?evn&GE2@FU<eE~+YZCDrcZ#Tyrb
zONJdn{t0`h@&6G3=l>P}HyblCF>!j!D;O1^A?x~|^Z(CVoQ4Z5mapg@L&;C}_bVk4
zWc+(DvZG>oEPfFg@3S<okVoI*lsDoY(y8g557-URp%aG3DDadVSdlU!XZ`|F49qCe
zVhbuS%20|r!<bI!{Xl)#m5_sQK^B3m#J1Yxz>QAA>xfw4v>If4#m-bQ1122W^AvzQ
zU4K44UY;@%QaDvo?yTv=5z@brE^)B1^YkL=J5!n)RUfFS257H0dObEDsAN-JFMc)%
zS8=NOUgFCynoY>F=58o?O}M8K#KpwH-1OAp)aJw_@%vzN7!Yw)pd{MmXsE$rB;`T0
zFdCv_+`}YGO`~rWIuhbp1mN@_Z!JK~1SuW%r<ymmAb%j}<+A)?Lga~oFSb7$9bL@V
z^&T8G{Z$NHu(&XNrE}Jf@MlVT8rJwkV0q`pOed@Kd1>4PM7@p_l9D5E9gW{s&|Pgu
z7lPhOgc{G2?h#YnKE6oGuvtD`>5?3UO-2Q$0Kbjh8I`sq0^|!TtZ#`#(F2jZwzV|}
zoVMv=DMRYBnn|7Qtj;&rMmm6w#<q#|rLjSlxp{ea%XM|EzPksSWG$ZihT5xQoB9f&
z4B;ZT+1}2DNc%qLYeHJs*<0_&ePw!I?%GFCZu@1?)>~3@IcG(x!FKA=r%-jK01736
zE)v)-Hf87_ZUZ+{0odTeHbB#p?27aX!Hpnl(hB1Yf`Eq$p~r)Z^u=&kN(3beVTwn}
zf~*fa6R>@#ozv2xTo2)0{YW2YrTzCOylqdlr=>gJ<^1Op2DB)DF1Kj{#T6J;t}?W#
zXI9;1HB(=J_G`XE3Q@)>x9xtdb$F70WyK|fUi(Ww&zff2f?j$~IZ#U3=k92G0ZP~D
z)$xyJk=y=njJeMAS-<Hh&&u9T4Q`S77{PU|Vv72?pje!3&?T!a)TR^X%d1WsQHSa<
z;SX?E>2q(VV@_xc*}?)b6NQq(zjw64u+_q=qx4Istw5cy9CbTsRylz@5y}$!APgF}
znhc%+x5gYT4%Wu9n~0vNFljp%!`qiMd4y}gn}tnJbh4>!ZeET43iq@1skpa;<=j^A
z>Pqt}yK$}car{d5;Z@yo)J7B~@jjP3VP0A~Xd^f}#s5|r3o$D*57+;5OsvE#EX?V3
zRN&YUtZb|->3{XXsnZ3*z@dRynDWRJb}%t6gzX;-+XDR{Vu;(@3{oL(vNB{+o-$=_
zWm09kUNhbaz1QD$kN&nRS>Clhb-B+w&rRV;YSO97Ll`y)X`vguERD>d-k>ITm6i0u
zASh!a5D<-|sw$NtIn@K-iDarafj<aHlyrB5a7>Vlexb`zBDn;k9u)$uAh?#cAn^Es
zVae%XG1xE=^<Y8#-z1_xyg>Jfu_I}O^I(a=TOj#JRii~Nw|)>GV=2^ge|tmBWz2zT
zd3m+te6d1Dt_A)erX<!4<R2RcvjdN@0&9dS7nLVAqI&*z5gBycJ2V@eoVqwWn}BF^
zHVfv>fL~w*(IZj70>K38$<_uS?ciS2S%pE(z`x4aDa~X8vml3V9m8msrp7T3L7@5}
zR#4FEYsjXC)>kktKmx^~%Vj1(F)sUCf#jnvN@kERYox%is3SwqZ>?_^h=$Ke95WNJ
zmIm<kPBFV_Pzw}WW?^NO`0?@SC{U0_j!$t2Z9Y-sCt_@rAw0kgf$Srd7lxRo2mxe(
z_M=Qt5*<1+H<>J%Z0JohZmMsqe}mrGmKLg|0d$j>hxB_wkzgN$Gw5+U_ced8r7^5?
z!{-Y+Q^ZbwIv~~f%x<*W0lvW#N;c+uFevI5FgZ1#0D?q}GKOdd9(W0A#DxxjYzVrv
zb=eQlXa__Ya{ykx8zPq=7WJ(CJ1A_-7trgAsE1%s+&tVNJp$iqA6%jq#-JIZaycL)
zMy`<zcaGQ0ENd5z2z&r^B)%{<489N+$j$1>E|vdUXr`!r%{H+3&1+&IZ7q)}Z~X?y
zd}-3q!nuQcvAQ&Z;Ary%f)ElCf?z`<_rLdTQwI@$10}Z+70orc82$I2t@WIrRHo^G
zMBs7$X946#8xth8oznnF)~;(U^dU%Af3Mb8e%U8e@^>G}_tDWe@5y&|Vo6iWqoGe$
zAM7`gz!;Rt<rgwIXZwsoJ;kqxKN<s1Kt<NyJ}yl{J2>aoSHqfSbeL8I($?dZZ%(v*
zYFKA*Ae&YsM~?n0FTL;RtdDaV&jem0m{&Aln*l@ui}(g`tAAu|2;L@&uP^+Ng$%c!
z1tL=FIfAmjbl5bI6hOuXKo8>)LZ{K_prQMdAzKqljoSJ~aQdgr;N62WL5z;P!KVt4
z#`<PblEM4w?_?ji_Q9BAJ|(t5EN%f*Z1_On_0n+&$|&tCZVhybwGWjlQ2UB2_%-D_
z&PWh5fQ%5NX}>QLAI3=IElvw`inb4xKJUyCBBtyKf56Y?Q-V2v<C~OF%Wcl_zft)u
z!CX4t7YSa<7Nj$Xv@e9_@nndGpS}Ckrx3aRfDCgE`|@8*yney;5k}ni+4LFA*!K@0
z=zCDIj1amo#<&+ErtclTwlktK-*d18ZT$=ZO&0kItVgT<4y=E(3lLkY>HmmexF9qM
z|9V0?__L!1lpC+Fe}Wo!d?eDq)7Kwd%LI_rPZDK1_n*es(_OTI+EL~NR2etq(i8Lp
z?BHoR$#f6M;A;as-=N07J3i)hGQff7|6bKj*lp==Cp3!a%l%w!&EV$a?l-^#wyo;b
z-;lq~5h0<vg5-alSQb$FiKH!yFs!PRhStXFl1b6o*6cNG2pAJ6s5PzUVY$pM>?o|o
z;AN&AAX3mxr-sJPdZ8}-FihzD=k9l7sE{<_5}bUxj`BH^!RF+;VvIz|83v$bBsfz<
zI2z>)(V!RN{v$nA8MU3+f_8Opyi~J05o+eWI=vwPu>%Q9KP{0CRhTEutbx8s+$h1Y
zRS4PeIc3Q}>ZF;mSvWIAzDfL*K{ua9{el0CxSg>y;JEuH^zcO9^f{J#S$Rm0>>ZbI
zL?V{O^U#Y-#CH`U7eYpmN)3$u){^Gm99P5EdzvF&7$S*oYj9cZaFJ-7T)Zip&5~=*
zLnE+Sq9RBh<B$-b`g<HEv(O2L!zNG!%9n*2?Rz3LszzmuaNpoLjjGyKd5n#3>LdPB
zUjMO?kxb^S|HK$<I?ZEW6y>y)dyH1e`D%`zD$xK*N^i90n4ZeF1`$y8F7S2H?%lDg
zBHG&URtO|d%O~eFS<I7^Q^vvg<)@6wy&J)3QQASK*fLqXPK8QHJp#E_l^_rNajyFq
zx;5{C;lGi)SE7RhG3jIVeJXusE%_D47FN!SdW2Z}lD*A&b?}))z?Da17?tB%R+a}n
zHe)b*;T5GN$dtWg=nMRG(nA@-_iInZyNNMD<nkD-sKn<UL+9K=QMmOoCX8(&V6N-)
z3x_E&5ys^TXk02%Y5182rS%DBb9>p*xlB>)Xj`^TS6f-ytp~0Y=FHXi<b&EdRx2ft
z^xOdB&KUL=UvJyX%KXPA%N`l>u+LlRYk-1R2vEy&$UnI<aRhu;M8lfKbWpg6Uq$Oe
zcflU#h3~526t!(PNP#i@M(qKFG7^R{<<Gqj;va*w|D;<aQ}8T+5_XV@tA#ELi~ZR@
zp_Kfq!54FQ{nN+9#s4!c`d+BZx=oUPE1w5q&a!#!#Lv_&DX_pn^OnnBhHxXhfgl+H
zOS-VH0e>Z<m=CD<$NW}=M}JD;;8Gsf1pK|Tfe<taN$g#A_YW{$?SSeURZCy;T{c|T
z_<Eoe{9<0oEDJ-ftw*ZmxiJ;X_$}vrS-U(h*$Ji!7<j1Do%4=H$vGN6VTWC|F~Qh_
z&lCYrD4ht5GAftW^wzHE+NDL0KJ9S&&4-uZJ&L^k>A(z4u2XUv%F=$w2NBKUOVXuQ
zsyMrO$VCSuPlF9Z)6@-i=#UV9an=5V*D7qSP@6O#5}Mx(wjpX#qj(0BC5^vRg`>t!
z6pNXeQqEA79=mvkjC&}fS8V~_Pn-~VB4xJ1^j8gCvamgVrfhr+DUm}<L_N_od;xr5
z?B4IK5Fk$3)RSEukPdW;ky@K{?mv=mA%r13y5kesw~$@=?fj$HqO?2wY@%W^vu1!H
zkEs)~^3AhBEMVm3sF93Dyf8jGIZein3X`1gcGUcIyE}-bFL%2)6j%07)AA?dUK!Vr
z<*~&xbR&Vw-H!;)X!s{SNZ;OWPRu10si8w1A7C}6AF-z^{&^#ioYpgW-Pt?`)iDuq
zy&*_6E^G`UGQ9xO&^2-&mytKk)6Mj-P11XCry9N)9eD<YVZ64(cyN~WwHI{fN4Kwe
zM&U+@R^%krvuc&lr07&FBaT|k0rhzvXPeO7Lq3(L`wd_3cqQi$cIfIlW)TVmtD%c4
z9Y9NY2Zy;b|KqeGqOjD4{Y8?sD-@{%+!Ql?%2$X=i<0DiG#jh;Wc|`zDUEsr)TXYF
zlmSg|4Lwn*gK7Jx*hP~sdbeIDm?Z^Uy<>2U;GSzzd2~-=b|f2b^nHT_`9M7kU2fEp
z;9fB%Q`N#}jK_U&;iiVDjTza^$wZXgDnM2x`mQa@VqfS9<-Um$d<Dah2*Eq#7@yhv
zqCv^;xF3!6f!_GiXnq-WpgQ9{l>oS?@nd70<;lU}xU(|%y$lVXrJdc#SPiD7=7*FT
z&oW<!_0lEF`9F0W#E=`CIPpDBqltX74_(Oe_mQlk-N->CJtaY0_j`f3Hc(Qu00lc(
zfE>_}E2%_-!$h&zT;l@P*R0_tH9~8jwnwrnneK;Z5Q=#2v;1_5b^b<r@I!c(v~npI
zLi#=GY_`hZz`|v2$$D+z34!Yo_dA_I#LuX>q{Hq-{IMRP7Mo6?oZ}+^WPeX!NbeW9
z?~l|~>TO_jG~TO2;)bAVuD3=OnEHe*a%a%o_?0MWA)oN){Qh+ko#^u(fA?1+o1WwO
zhkFZm(G%?g??3b&oTy1~-@}^e{$9(_n0^WsWt|tV`M;@f^yT>0mgN4pViZTz3zMG$
z**oN{koIm)S&){UObU?$Xp0GZ`!7=Y{>?L0IEm?nYt9!~@Hr2c=<-d)Kn<fysPO)M
z5>bMs=Hxm*dh4NiKCIAjKl*8`>%uWg&(%mCTEZcdrB3_$uv@RD2(nsxc2NY@7Bn5@
zs4;cBCeoLY;^^Yi(FFoUz$b!Aywi*SckaPv)v6GB@a`z45g)=(q)lufnO!Ua1UzFq
zEQeae=S;gm$4*MTkI*tVU`8+#VC>|6xu1W)EP>&hAvW;CHMZ=WaB{D_lDyh^?mU~W
z##XG%rMnY9qtm2P^26-2Tvdt=@79cpmwqKtNmB3qplU-pv9gCGI`3@Y<Dg?KQ}c2X
zaSH^rvo_9l<d@2Zmsr?#@0Yr`jcn8!CmVYh^1D<;m`}&~?T+0bfC>4jDz0zy!x^(S
z=w6~!7W-vpInT))DK%?68H)aa)Q#P6KGRy0!*JutDh_{k95&CMrpvQ<cTV$c@>B}L
z6VWxnx>>X(K@_IbMC<RbYTo7ve*?m8m6+wBbk{uJ_GLYYT;q+71la&K|HBEmcut~v
zoIBxCovf`iy3a&x;AcRz^Xg}4e2^+u&*%)lhLwtO1{WoG6A8XPMmIfAl-v;^@UI$k
za=zM3G%l`9GtdHGuygA|+rcQ;ZYMCB_$XLz1*h8FKD<ethBbkYb^w%zAAfD|`>x^@
zWu18ytHJuk*GF#Jn8W-Z0>PSYKwz>JYmhwO?}aex;Op9V!1WE&8~UmXXBw-fbB;&_
zltOzU8G(l_m_1@dv$}ohX1k&#+?;Pm62je2k2Ptm!%qZTGoAn*vK?7=gz<@T%T;#>
z7j6Plg{2FN;)~(h7ObDB8Z2ZH_i3UOQL9FMn`&TP4t!hshp)Jhfk%G8Y5vBF1}-kv
ztYw73-3+@uU{x3}^kmNpzr54b_TN78d@ROUd4YQL=k6|;vA6{_En0QD8zPy^1s35C
z$G9o7udk_QDqZZbYu>Sst~Qh)X|n<YXWc$eRUIf;J#8>!)LAZ^;R<W>6Y`!7MS!}(
zRI0%k^P7=&LQHa9iuys2v&Q~=4IE(=i=o}~#&y6mpat9LBHbv}kTP5+liv)x(+0g#
zaT}}}crkl-m|0OZ@!-JQ+so=}r|ax-r)yT;hYfyYvGg*M$NS_{mLOY@@5Y&);YAxD
z*XJWjRs%}X)hcz6JDzdMTyUbo?fKUF1Vyp%O&Q2Og{u2bfc(47Y)E#b4X1^%dO-AI
z61|!iXt_^U*vAdB5k<a7E0Oqk!^+qEwb7PGvQ$}8c+{o%LjcxAtQ&_k!TKNDB>#c|
zA_nJFXIsI-d1sLp%c@)r^Hktw^Q^@Q{vx-I)M$1k-pR)YTZ;}>ZG~lET@*MMMyek<
zF8n%cs%1!n+j+`~wKv*%Le+SHCZ~C90$ZI7Pz%pyGNh>9x7tmL!#Hs!!^X)qFnOJp
zYxVq-D7gf>kA&Wss3Y5RW8G7dsPoZaMfK7n!5(6&elA%FBG4+a>>l%BR;p?u;EDF2
zCF=A=xA_oWG!f+{#vcPeIUadG6BL4}ohUn|BLts2?`1A5)H4gR-57&&Sg<#G>(8Du
zfLoHa(e+<Q@3nd6tI5^J=&h8@@~gU%4}$?3WxMT_z%(}uyQhzmQ+HmjAtaL5RbZw&
z&)Q7*2~RvCLp5Q-@Gj9Lt^?nfS38nehS(h@YfHO$^bzz+=~``={%~NV_+hJj>#B81
zgMsn8GtMM>>PdP#e#CMh>2Rf8+j$BH7&^$2s<)(ynZ>WI+2)wm#0wtMtZ=?eTr>nH
zTF<Mi5zk-2=hmONokd6@+1T`drp+lIApO$1r@)hbwiT$0{N)C%CM04}#3ZuAJv?bG
zX&@bQQJCma%a(kP3jM%-dQK6@K4_({-lro+*1%L~Xu@~qO`Hui^zx|rvmOBl_?HTT
zCw<uOj|M$XQ)O->1g4e}2p6;BiY<$|XY^o=0`J9!FWB*Z3jH%0zgd<MR7$p`9Hilv
zJY;78z6IN&kN=9wzv#~1QD_`mh=!SQ6US`Z<K>m+UpYdXx^m%zCR}j<CB)Vn`ZsK2
z+n};*?_Ov5y<ADKv(QjAn_2Qt;8BPBg}VLN{dnf$HZY50y`1+0b4Lp*=5%)6a9fw)
zNQ(uUPawh<@o~71aaJ0gY4Bh;YP-{sgKjGV=B+Qe+L)X>_@3(KStSRbLr0&)aQXKt
zmqgai-5c#%K;sWI26H_RVX()_Z{pmiIDr}`PpU%>q8JCgu;TWd021pDfNax3_k?$T
z|Jhl;g`vQP<VP^Z<tfBqqOTMsd86oYg!?dg>7r-6w@`(X8w+By)50?ZtZH4xnWISj
zc`X;31A(YWf94Q1E9M-Gpb$15{3NyFrHS+!YTWWO<Xiyqf~>CP?DNyHmk82d=~aQE
zw`z2ol4tf@#=+3JG6lgg;Lk8u1pOu6Zr>q8yzDH?5I8(@xO{D9EW9I|K)l{1Gk6xN
z$h+q|Q~F*&WG=VgiQ+=S!Men2?O{(0J+@EI=Mv1^P(bE7TWYG4jbwz)BKpz62>ER%
z-Mfrozysr;x^}3;eMjuA^680XGpwof1U0BBks!Sx71zBS%<#z`P~74J=iF0bCaKs*
zvH7AFSlDXV{My=)^1Q|hI^%KGKw(fV0A=Vf!}Sv>NktWZ+)KGRXJA!z#7y#y#y5t8
z;p&iI4#ig|@C$E^mAK~g7PEI%nlIUi)4&EVNLonuM{=MULtlez=Q@w{$~XEh>)f54
zc71A<w!cD6+ybpL(8@?$fO4)kx-pjwrPy@Fj*?W&6HD5>@**MWOJ^=Ds-)(pV`%j^
zkV+uXU3;dRa-A9K{;`VV93>0X!7uKVOe9IFBgYEA(9}NAOs3-QGvu$Z-dIGS7$hmE
z^DN^guOJHovG<>?`cfnNYAJEl`x7lO&*by^fh#T*r8h@6!2Sv>^4Tz2m1N?dotHq$
zV7i-Kx7802_=shKXW~cbf<GVhX5zHN*({W`yt_vcb?V)U^Zy;+eLT}_jVe*$EX36Q
ze1Zzi<Q#n@253bstbeFe+@s^^_^pRrE(P%2DO9(zNp9Y#YFgvVN$|bsNX8ok1Q&VT
zm2<*JDA^pT17LA7+8?eIulk_oNNB*~No?vtEu(!2muU6?H33A`S=O;1l|8Dd&=n4r
zdwM2sSvDkc(xhO9r4$>vgfu7fqV-GDOfZr33%&bajncLuPMYl(rr+Kt^?HQ)lT;K-
z;-DM8)e~WS>b27!{kW_%(KV%YNG)B+3aBf9meyxIz?d9ZR%P_^z;@lucEJOt#B&!0
zlAx$zI}EvKJ#(-bAG*!GR4D5q<7EOyz5Ppdy_K%P_}<d*H+$}7KGXJc@lRBGKbbtn
z)8t>FqUd?(=Dt#-2neVDk_ftSAi>$n49$$oRBaNqG$h5lmx^FYl;6!p?@7T({1oPd
z1;?(20r`cgk-zaZ-;$5KEb-(}8|m7cOzvV6!=ikB1(Ka;JIuY{TTE@yMf2ZtR_18h
z+y*W?>Hmfg0fKY;o>=r@Wp`Q1deTk`=7T$BnnG45L~U&tLv1T0i~CW;)EAAJiGN{7
zE_vx><*bCj`LLiqSRC^}ckdvKOV87KvWpiDkc^5K=(O1rUBf*&*_l}JJ}@wvJ?;7D
z>k>-gx`YLkgd;8EcW~(EoGpBw18irrk50Bu)(xE`)I#TTc}yz2dC7j#*jdsjtag_s
z&-3P{tLH=A6v71fC7pBz@<MUu4!cV)S*Xj-AAiX;SE4!h+%?CbMa2=S7;Cg=`+O88
zAjUIh%|`+pZM5N{NlEWD5rRNUKJR#5XAK3m?8CcPw^&#^XH!l?a|ZJ@^zCApvzYbr
zVSE2<LJt<c+>7P5si0kqMRtp`G)}IZ{}q?uMpYPN`m)^%`G9d!Q_l$hc26Yk>}ckp
zDL8*<QDw=6)vs}EgWI|q*Q_ZAXEBu+Se)maCsFH}uFF1aT|JW8f?v8)K{Q6p!{0yV
zpl%u6_$3BceKK5xAO~|Kf*a>H(10@7*glNHlN!YVafP{iq%*$yiHkNy$}>f^XASzE
zItIOJ^_t=C(=)Ft64y`w<NRok5PE$QfWY8&@_ciNC@v)ZbG?$_HhiA^Z{0!{u%j<%
z?&$!LFkU3fG>QRCcBd~Ial3!}u~a>z#{EIL9SFNpGpo42I5ed|)kC<tz=%3(FvWiD
zx16|hQ!Da}s>_x9q`@y&$j?Tw9^V<BLg8~XmJ_-rWH=0XB&$6;c#d57#SIzqC0_tR
z5pdQyR8F}m&Jo%d+a}V0Q?5h>2!u7dl*v-k+K^2HJ1_ds#x=!H9wnu!`U{p<qzUz0
z5>pcw`hqPa;G`fESnz#W*ae3*PXs#(-@~#CsPg2uj#3;}l*<!)!%QOSq+OE2L6mOZ
zBP&6Xe~T~)kxs^nYLmmsQ))IlC+g--zoPBMr=RM1mO0kNW@bDzcOK3F&c%`a^yhe9
zMmxVsB=!^VLRT=g8Vrnz+=)`6i|ad~=A>dYwOMl_M^Pb7%+dLgNhO+D<^2lW@TLR=
zl&W9SHTyQjr}3*1)8%PSg7i2)PxA0CW4wu2lUB8wG9;0)$;@>c)Ti%z|CV<C_HoTk
zuL>X^^}o9ed{PJ|<C7Byq#u~!oqg{Jo{)8g<Rhp9cD6RAi)G0xeRf`);tFcb4EOm>
zG2r?a%^r_9>_hEBkPa-f*gsE4G|E%=`AM;>d}$Gnd<l<*hNp?AuhMe`H%BiS<~*5A
zQ7}xONVk1uvkd<Hjqj!>j3l)nBIAC4g!ti@ODRD8>N`>P1RW^@IIY3?j&l$$A1yHN
zXS6gK28*Ds@NHS!2<hxQFRzM5`})MtKE^9^U$xiJ>-y>N4{xd~z{q4)-43}{>p)<&
z)m0K~#-qpbMeqL%#tNWSZzn>AWkyJ>yAd;-a<Aq}c3{6sasQP!%>OI%&gw@laH4MM
z`>X7*uLDaS*4$1P*gfs>=Rqq%U#cywv%DZ~b?<5Ayc&`4Cib#6^&O3*+mCoYwuIOd
z>x*@V?KX8bC?J<j4pxE#X_H-<hQIB2Z3T(%ICGk#dQuz2Ft*tB<jK>*^7;2WSCA*W
zcCn)cOVf~LqG!{eH)8V22Vs}M&r!pFsqWCHc#(yp&DWM0AeRq&^GJjb6o~4@wlH5F
z3&3iSFqTueSc+$CGdik_Yb{>BBu5-ZM#*RbYy<;ncj>UXDAP8<EqC5HA#9O_E5xIw
z1q`3?t}^>6Uhj3L@ZN3~tQMx%IZf&x!yH!NzNBr8vE@ho>w85=>4F4evXEuy(F(gp
zskzeS)!n~=bPuY4cV*PO*)QHRwrdo|!*^POcZtS6^T@{Vr5X1az?(mCE{UlLyXBl8
zDI)x5-!j|7VC{nK1_A$+b7^owZdE6p-qRPQ1zZLsLSam_$<^rop>$(HSQvb3#f&^e
zv9u1wrKQVPxA|X>D|jM0wGB__;i))w6j)^=k{LmO4-;N=)K2;#1p-qd-cX4JW-7|d
zB3bC^XooL{e-SVF<+a=Uy8v~sq_@_hOiOYcZCsxq>|fZ{IM})E<+UQbEcIN*tEgQ)
zCm8!e#y}UZtY2M5s7K?ySsRLTJhv`h@EP-EypX~vM*%aIQ#?}n1Ek4#1?W(s+X@78
z*?|i1hrNhPTA%OC<i4m+dCx=*?#yDqvZk+aQ?I*N;aU0#A-UmBf8y7Px!ldB6iqFT
zBW<P@&j2#p?|N@#N|w-u6{o-c^tCMuf|U3ILT7&$o83O!F=hOd49|AhYMnDr-uYDo
zP26s#VM$mS&1FSXy~^G={WjJ&ODSk=i$fWKMhW=i(t3<93a9E--clryGL!a;%RPqf
z<yW%Ws*HwnKa>_|Iyy`3g6?B;3yK=D;_BDsRpk^H$&(h#M1vAUi(jTuB4My)y;v#g
zQ@Vh<rn8(S2Xz55xpfXy27y=An~C)E4=agt9eGuiQ1MnDM2hP&WCuyJeJ2j>2^m|!
z&<y)QCbz)2`$J>@vCMt2w1a8wr)>lI(*D{$?UAeWT|R<s8XxDKfjs)A?ml+{Azp{>
zSbB7aI(smlE_yE$m0vMZ#e$u|zyNrqb{Dsi-~vqIikr0NtDw@A;iE+|X@&r{hnJg#
z!EH{H-NQ425E>{hdy~FDSsJ(MCc`FR@F_^NCpqAbWO4Pz(rdPR@>bz|cDq;HForwy
zbk3JQ{ccM)0((vQ;BlI4Z<qY*zKJo2oc*9+=nZK^MO>nIS||1wdnDo~#9YY!yLdaq
zHC%o7Oh6O8t*=ARi|SfIloOd}wi)Bys)(BXsk$CwdpH7QSLpL47<$tKOG6Uyl%=s0
zZvu;G6La@dlIq-l3nL6Vpo_Tz37W5pRv$U0C+4?YyPyZC(;wF}DQ~{~sxcr4U~irb
z1CO2N+HCjLPWh3^O6%-`uR#Lwro<Pw%RCn!DSD?7Q`vI57?4BJkff3oKC{I6k)#-N
z;1{pfyO;8yC%~lN&e0dQ)?5XU8Yu8|n!Ue^KeF93!}uczMCVtLt#)F@rPtZ?j?r;w
z&*F*7grRM>BBM8w6sw<-$k;Y*AM)7vzTdC;)#hl>TLuI&YPbr0YA<*zBX{R*dIb-}
zZMkab7R^GJ@V^<}@fnaK#Lq0+hE}P+tocuu2jJ^(@<vxo_ugk3?F9nvbyMxRUj2H!
zV|s`*a~<K0g!iwp3LnXX3L<BzIrd$ucy^+u_O>A_MT4HcDGtNKj7ZpVD{kCXPlNom
ze7ZD+{K+<&;A`P0y^HMNc;FGvYogfNm{@R`Gs&<H>^&66x(9I50tInvEi*f$eN`p?
z{GzO^3ho_Sq7^9P8m@q}pM!$*g!7d5bvif0I)|RrLjY}+>Um<u{C#X_C&UIXF6gHu
zZ2pvVm_CoKBhT1U{D8>ne940d_K&d=TW7ft{z}W4*{-#S+>QFJ=cCMIt-abDEv}jX
z%HL*GE_+mHnex_lPkyd9UU`NWZC~0a8%)qJ;#Np7blx<y>-E4hY2Yt6;ur~P<4*X~
zn~rH>1Tq=vz|vuzf6Tw9e194sKEg8NEjQK13z+Lc4^EcM>NG;<kcHOS+o&vdO_K{s
z|3W$VcA-T<`X14N3qsxeInJ6ik&wV_ZbIGBMiGAd)78!pZ7#HO#t`%{sQN6$_NO$)
z!u~#3oJj*%THY`)<-$WBIZmR)obIe@gdmQ^PDlGA{_j{nvdoAKFO`&WszIxS9rQNV
zwxVP#M`n8!`|d%!+rN0vb2h7mP6X>3#mUuS+`snPP(33@q_J1(P)?Eo>jfE)R(|BV
zUgT(N4()O-snZy4Sd@g?E?G<V1Jl!9c1iuO4*?FDF*~0CWp?@9#DL{R0E5B;MxFcL
znp-u)OV$mWSvn}mmaxu_bM+aAkiR8m9%SWZTY0$ZtWa{RcGc9Dk1wL7Sqt&MxJYEl
z?YR;#D_+Crw6iwb)e=X*Be#Fz1nPk8`@h_}OKc~=gVOFCS*jkm{jM!_{N=xOG@Sq=
zL~&rp_>;^P$XT<2TEFaF7j__|#s0%s_mx<1)f?PqF`eRw8zpF>^leamQO2k3G=e9&
z7WpyC?i})ite{S05O+B>fs0I8F<MYe66W-Q^uO4d$)ez=ThMSBXf?bc5q8>qR}^b^
z+hP{FzYj)`u{co$m8uR~p(4ubvR3O2d&l~8RbY8O@UweCf@VSAaTY&&x#{O_wvdPx
z!611)86RUo@}C8$<8*}mYq!pM4N~kQUNZK7|B$RXGoulai@Nq2v}<wD^<K}N>CpaE
zsCQi0oFVvYIyLz>{yvDsat~XvBgMHTBz!DqYbeWoN~=<0#R$WjCykAGAEzQ);`C!e
z@AA};0%(0Pnj(<vCh-aMpCNXS&{^vCt*kr*ncapW2@Rdbj0GI2M-iLQ-dMvuhYqj@
zyzhS7@I+W<K_5t%tJv=AQ%b<`hEr-Y8Z{k=f$N;po#1_YY!YqxLbMqvx_xf3lLgkP
z;nz0ex+VoH>hAbrBqz2+qSqXH!U~H_)33zE0`|crQhTI_^17XK<z|@P2$o;dM2FI^
zcuP9%A)B7N+woAFY<c!RmNgeqUY<3Qm||~4{Fs`N$y94}5z*qjG}q@&#l0*1G!B#K
z#yPQ^axX8ChHb9rncYmZcr-3*tWA@62mIbhpq$cv>WuE;Lf;8~e}-U79SCh-hu4h;
z04(ultn~)ve;O>&|2YoAW5+oMBm@&dEZP$10|AHM#ru(M_<zZsDGU|6C6P9D5aT&7
zv7;W~9ub?C*B#DPjR_114fW>y`ya*FatCsR(&Gr`ci1PFtKzz+7bpF9<twV#4<U%&
z>dhb3L#3_`OIyQDw>K5Y+FoHo9sR3z0AMkGl|zz2$;7ajsuAQ#1bUsZo8jTVNRMqa
zgD(bcUY@yN!%J()xKrO=j8o9mDpgc{b5&N6<G^n|0t#0KC*pM3&P|zB-7YV2B}%M)
z7jYo!M~~3OZ>qD4E>{eLPHWDt5W?KIC=*x@{H969cdmz^4gF^HPc~f(eBO>a;F?I!
zCKe~h@ud|NyS17&>FlFO$<Q^|B<g0$4A3<lyJb#;$&)tWxGulDPO`6;*xAG8W<m<l
zv}D@aPFE>VysmUlsUTLEmoak7(}vKA)(bmKVsN3W(T+zjqBN3{YEkjgdb-Tz?`WrJ
zOS-G8n?ke3`HV+*mH3+PAA+g`mcEjq@;4N8B<ua)Bcp$B|J36C<(1pGN!V=<Hj+5D
z``IXd(S?hge!BxjRfuu1`(^GrT9UPtw3$8_;ZF9#KyD~4RZ$bb+-3*6NVrFyY5t;H
zErQC|q9i<u1p9}@C_2S0_V`gF&<Lj1+gZo-jWtK22`?;_cQpG>Ev7UaV7RT6VetI#
z@5j&MDLV^WR#mw2__7zT+%46xwzF=-t@*^r#3znExabjX!7(94F*Gw#xMSBq#y+9x
zxo-)0?+GbbZW=jR1(O=n&c-BjIBb8hvyd0uz_y{%Ybv-`+^o3|DT(Fptk81i1ZXEd
zLpO@ou+h>((=f7q3)78v;Ky)Q|0)^7D(RB-&QLsli+x$hY03&x!xjvyVM_RuB+f;8
zs!@lz9}>ATX_AWVDm7OuQvl_;h<TOojRffCJzNU4kfJ9u-q5DofQ7<hY^0WmhDp($
ze~6${IJ2%trsf}->RYskI`l#p`xNl3FL6pwK=wIGWm}vyVOz5X2+@RclzbOjLRqA3
zh)$Suv(i)ybaQgzBuurbr4s#@IYS-1FGw#XG>b9Qv|>c;L(gfu=EowI!{+-g!qnix
zCXHAYq=?A|8`Vi3w?BVo;`F2|u&D!gI9L%%o=*0|?^d;IXv=sGS>#Vr*~Z&_-KN?!
zv5F*T2m7pYHf=OEkoRj^!@Qyk8YS5yMX+Ucoc1Q_v5T7Ewj*apU<V*M?6J(8J%fa4
zL}nvhLZEh|;OTaZ%003$xeZ!4+A{|nha!tqK=%EQTkoPL`PtfjV8DF(I9$ILu5Xk7
z;X0M6u(8uxlS&J?D5T(c-5+qpij#sQaPv$abPwOeuRXs8c%seENPX>;bA0dwyQ7Q6
z;xwA*P<$jXqj*wrTnH<%+Mde+Sk3BbwAgA!bG~l{!Zx%()9n<!9+ogz>gN9Rcaz45
z`>?b$Lw<LYq4RBnC?VsFfX6K61&RHxd_?G;#vk3wOQ*Mqb~tyw-I8?@R#>*7ixML~
zO)cB**N`JX&l^8X8ir?*eL#28PxUmt*^O)_#@vYf6<-vWyK1P4Yav@B2Y<aP9xFFR
ztgBJxLYMoAfdbkxud9s&WbN;Ht&jtB<}6f<yxtILM2a1qLt0@zY3?^#mJoIx`0o^r
zUm6PfTrl6>h(YK)aD+0ROCRA=m@-yusJs8D9ln%->$?mCq+PK=GavUN;UKDpXq!&%
z(Z{()s^<@qeSx6jFcgKmQN<N`Daj`o7@uH7i<oO0&&$h^N6T^<jews_<0<jpVZ3%L
z+_@!2%kSEgJ*Kr19>uc5pBo$!)w`<>FX1A!H9;=25Vg&7ja5N%ua60yaFr3IxI{Gh
z0*Ph7Z?sj<L@_;qwpuiIeC9}r&J^hze5dEP*GJoOcUFf(NWMMXrz5^HR5VV{OojK+
z{Zz%Hx9FWVC&;Ehm<OgUyEh5ec`Kxkx_&YSu^?^%LK`+i$#w-V%&O{!9`QVuF&?`0
z6e@LiQHfGEqKjyBnU`ZvcGGlU{G!fa381mS%TU4MW^wi*<0(tq(RqZ3oxk1g=HY&C
z##(!uTjFF@{*e?*H(4yhzSQbej0$+K<~-8-lS($$DZnE{*t1^q%wB?Ko~8eUn{y%E
zw8U<fOR(vB!OE;%Pw4L{m(to`n`Xf!XUiYbFWy=${_wj>TmoV!TkUy3rwETwe>w~B
z;JmCB_DiVwr$sPMdDQD}h#5bi1gC7#$%r&qe~{rfwc~n==yKUGkW4oHj5^A*848YR
z$cp+l{gHSAj$Phi;6^lmvZK@P74S40#7KI2%=hHa%GqG@rbGI^KtL0V9+ma^XC$|~
zCiX40pg#30fcbqJ*=THl3Upc=)8Y+4vQ>?I1H+<zFx8fuotXAUc$X8iwqB{m$Nzci
zp#8`?NRP)-<E~yhY9ZL~I_2u8UnwFp^DEy2g{!OuGo<GPQ!*G`v(?-U!X_4%a&t7l
zcgL@RZua%y$YsmjtcA&Kywl}!&*iR;XmXb*O4S|9uX|n9#*;h0pDuIf&8-ITt2Un|
z(pu+yUZy}ShBv;aC2c+qT+0o)QtLK}01FvV$v(up7o~G1|EhU(OVzI-q_8A)p6*O8
zEk9@Yq5B>*R`&aE(pI-PTkU>%&jhn2+VUJ`8&v#rz6(o*jJurz3}vjP6DR&XlS5}U
zqGC`PcZxEjUSf0mU4U<OFHRAV9xy2{p;!*RsV?|OdRCF1c;zlwsFL|LXS<DLIwSu8
z^llSN;Y1K}IRT?&cmrEEp<pT5@puKT^@(?F%k!k`40BRw;I}`|g?ZyfHUx%+myzEY
z&QV*me1441Y3TjcZOZ*8vWxbCej1YXKPmp3MG8%BAPc05rgD$fY3K%s{7l^)p!WQ$
zGby?CC<&U<-BNe>^0F-S&a4S{I)mcqo7Fn$ng?ghuRmlzafZ0_ozcnG7hKLcF%S2r
zDUR0vvOY}SR9!DN_^CgSR4LHJUw+7ZNraDn>dE?XtfgK~F8C}2PMpW1N+T?_z897(
zZV{QkAj&(@mWIwJ+W7+D+ae<fU4t)!1iQ>1?<j9Msie|<n35rv&7FW}gm&5Fe*cGk
zj^MCRVg(I}UeueFWx_C;QYz|TNOL1%&wc!ie#hsS-CUAp@`J~Rd}2!~ZyzblZIwjo
zS%Cfh_o}DpOc+nz_EL=u3$_#oC5G(HzQWbx^5Y40rdy%D^kO}b5a?I2tN4G&I;Y^k
zf;Vr+w#|uc+fF7nCpIR|2`9E~XJXs7Z96kDcmBJz^?g-)s`~0&boW(vzx6)PFXh;w
zlk)YKNdg82WS!G##0X|rUA^iWM0Dn;O-#-`|637O@4AP_70t`}r&piSA#1^+7sG_Q
z*M%)t&Wl1CtwKWf({2^kHw{N-+Rk6Rx2CI)L1FszvMwU)5Pi+wglt>ymXy$531wU(
zzpSVNtK8*<Ruwoa8yx|@!~~11<VMx*Nb+hQ#kFeb1O)|))f7j{t}xW;2c-3NZMNN0
ztjne&5r*q9Va3i0TEh9YnLN&CvdwHt`w(vZq!4`5w~%17O@<TQlQ<YzlWXdg&kU2S
z>E&2juvjy$(Cdzu*ymuPiqX=@>b5uZ;za9LQllSS4m6?g@5BHbA$kE>4*FSn_sanR
z7s5?{NRUB7Nw)aRfbjxtMQ+hUG(8Sx52xdA2Fcm0eKGoRISv*2G#VF^$1_l(&PD%(
zl)4p#b^ScX%%4vqq2JBrJYXn|LKrCX40^Dqb5>mv4bRi5d)V61pt+477gt?R!D7)z
zc7*Q1IdkaG5n+K{%iVB^b)hPPl!At!eQpQ=M$_|^7i*cWj-LsZsM`GUtaLd%|28_$
zf*cu)LQ>JaM=s)N&Q*?I$jPqNevq-vl<4@`Jh<(t5d98rCHTcL7`vpuz%peJXky+7
zLl{z*wN7!L_D4g;uE}QyJ`uLhOy$y-k?$_jVhK+)X$pX*Rj=>FQPh&ljMVYxZCet*
zYP(jme-n6vIl;tlz8c=hVF%BaR)Z{0HL%tP6YXxpmKH-->KM;Nn!oCb`^~%lA`qn8
z=VXAEJNMAZ9RKeffY!=cKHlTkkY&&WfKwTyVox^ZawprxSt@1OvT8qgcoG{N<oRQ!
z&{C|+xdA5~%c->7`izrat^E+9f@?}?xNae2ND8ncU&3y+?A@u*%ba21fy!!TcB<EP
zLx#**#{^buJi+EU>R0>*4+PP^DRnS8_ZU6+j-O}5dF_P1AEs6^4u|+&Fqhx;=1jF=
z1vxCD8A?1U80tH?BKr^Y733HK3IFaa?#|(^LjyI4_`R0BZkfC=LMts(7SV(V7+r{R
zGGHKRzoPa2-Z)bJD6U_cvm7!2T}IN`PP9EFcU9$F-%G3X+~ROpcFLv5FBm-Ia*wDI
zER8>iI#`HVT#7W|hj<{)C-}B66yxe4WX93~X7&?x6izv~MZ6yI6M1}w3+#VMp;Xv<
zaCj>2{{spA!xvatSpR=~fs2D9wT=oL3!IsQ`@i`G-~m!uZ(|t}PRtQj(a~~qYl|?j
zLk>Jz?x4C)ppOuZgd3KTv{la09r3!);3Uh%Vfy2<=e+B@V#`~e*k!7XlcTKys-d+w
zkw<xW40UpHx}OpxPHlPC=mey;&Z++2AW>Dd3G99B{ThugZwjckC!vxG0JNps!KQjq
z(vtvO9FwxkLl|Yp7U)_RuvJfpRZqy(RS*JO+xIUPS7%HR>2yzjdeCut5J)PiJbc!s
zqQr(4y3utggt5Q5njqPb0{+>#xv6JN?*6UdvzTVa$1uvA;2R)>B)ANdm!NoxSR^E?
zZ-D45?3#byG+0$tPEHQJIg&lSV)ZiFy*vP-gt7{ihvW+0?ghdC+Cu}roxub0l|LLP
zk2u>1+V=5#*0CPUJEIK@6eU1l6zudA%E`&S5uzQ8WDOMWk1PnLMc%>Auq=Sj4Ei5}
zAv@%wXYcdwlMv?cIkh1@BqTAYA-#}mbPmr5vK|^t%`8c)*T9I<KfUnCL5$6t3!n<?
zNe{&x-JT>cxz#)~2f=mX@W&0_6MEmI*AtmG;=<yJ`*4V<>KPDTr@ykKIXm11afRq0
z{i;@iJA`ZWzu(Gy_=hmKxc+gy|3Iz><I&OiC^0^}o~$^6adv_pm-{dUM<xA=*9Pwc
zvFGIE6y#(CnS}(oudg-!$QEAM0C1mE6FypS`ulcP*2Zv+AoD@*p|wFtfzfVzb0T4o
z)g{8yn>UA{FEX>AKm932!4R0Cb%F@uzr;hs0yF^A(U*?EP7o;DxI0tm+K<nVrzsd#
z;}pf1$8BKpAH$%*p|0R2Lo*Cee`(T??j1tj{y5$PVRmtB0Dty;0qNWXd_caw5DTrL
zUP}?0g{uF=Xefew_Ed&6o(W-kzq5h4eqBNf>;k4;Zh;7lD8f$`(}-)WYxE?@k6$wj
zpQ#i7p%@5{zTBq293)t;A0L6Uvro?FuenSf|I4ngI)8*}KAd`pam6@w$M>ER-rj#0
z1Fj{kv-@+8j%O{d87?qL`1|T>Lpm-KVHDo791cu(^<97om}v5I$PgGsEjvGidi8Aq
zNn2Z6{ftGbH^BNC_cnmYngo>l$6dYbB+bWQDW>$SL<MC+8y%lpA4g9@rBfi;+xs)|
znGrJt7y!{M{>ejgun10|!ly6bRatuRKrRh3m%sXZ%c;X4JYbak9`p=S_5Dkt(-uS{
zT_}vOm-Y?X2}JAYlSC1u@|}1P+(`X3hy*w3i$wZY3xFczuYS}MhMb`EfE;M1{Pph-
z`zHw_NaZmxgmKXWw8)>ccab=sb^zsD?lyobG&p~W9H^D?C4%w~XCWJXt<~XP6N|YN
zLSwAnL4ytjgg$#_5|;iLqRcbx_K*a}Eam#6@M@663VB`cSW~&L06fC-RbP;#uy&u2
zq*)?gfpIAtpYWn-Yaj5U<1Js<!HzD^;A^CAU!=o`PHw>n`#tw4WQstTSXTC@6k_@2
zODrDRB<`PRr$%U<fG_E_ulP@2zIRQ8@^xHiD((-!3LiVTsiCW5qi0_%?5mRD5@jD~
z+(aqHKiq#W{1yD32vRRrWu#OJl#^a={#!@%-SfXW|GtCskZga!O@Wf`eUvJPRU*$m
z+^l{z<Y8S`qm=CSFsh6`enNjes6c>q`D2a3Hz;BS8aKNc+qrY>i|0)872ew56RL!J
zbpi34Mj35BhWHf0@@q8Mu&NWX?|bY^FZE$#+CpT%5<6I!2C6T2myn%3ji}GI8N%6)
z1N+`47;Q+(i_!BRxE*vBv5u`0@L=1^L90ORBBn1*xo_O3yDGN!OOaXxd_T$k!FLZ3
zp<bZL9J4&^N9HPV1e_}nZ{u=ECHYe-MS%8>lFsGlg-RUd_ut~W^nG1VDIz|@v*Y8!
zKMfu5P9*Y8+&PqfKyZS_#DaNVJ30%2+JA2rEyTx&hIooL(>5`CX=%e*jo{HFck_k1
zN<4QAO7G2WZX|*!lN#7BXlI%>r{*mZf3<8<#~r`)dfk-RN%L>`v5<psRqx-*Hx5+q
z_K~)DBMb=)eaBy1o4GsX&at&X#;8LZ19NTK?9Nv(|3N(I<XAT}FO|^n?QPQ|h3lL2
z{7HCrSikVwk8LcMwbaEm(+Jw39Byxnq#N0$?n|-1uY|LA2or{Q+QkN9XPMh$b!wIF
zO_!S1D=@L0NN3Bsi*>^7>N`zlOq+mpxFcEg(3`W`jYvb&$=kx)n>)ZHc2uv-1dZ#*
zpxsX_7$}1zfj~F<XX=G0mrJc@#XO+va*26+GsaYBWSZ?OO?{68OFm4Y&hW3#lKo1h
z-Q?J&+v^(krv51BBw6jz!i;<`L*QiE(D@)~IOmTc(5ayy4_QJgxm)U0gDk)fQ{ipA
zM6v$xqHODhY0q?E2IFSGJM}zcyM3Aza|IQQ5IZTt%QZd-h-N}-_0Lr`eRB2MVp`40
z?boP-X*|YS^|>MUdU`e_y2Q7mZXY7XBGTsWqW#X@okupw9uVEDd-{#BZAo2j1zDhG
z&&;0nH%eOJ(OHS47Jr6~5*3iRys^pBjqHKKP|Gi<KI<rZXj+=ey=#hk9<LuuJGo+I
z;S&MJY$p@4XEk8+nV$NnFNyo>($_WKoWNR#se&=$;B3%^dIQ#UYH=G~2D4Nx=~qc0
zS)Ize=FEM#sYJwJr&vv{oWNg5wMfS)+%dEU)V|s3y_XLXEfZD;8aUu4l!2Ek{ymoD
zM`j9jOK0(6BhupEJgwl3<xH38R*S(F@EyPJQ=!{YBq?$H*bxLE)fjT}2Cm5RZ+t%&
ziAv1_lb@QeTNQ#fyOE(k7W;&K6I9_I;F|q1^+Me_!eNtcYjE;!3PR^00X97js~?I5
zjXY-ZH*-Qcv3?54&OyLWt04AS_r>F4UvSr`gIL@W!>Y9IY;!Tm06#IG3Q42EqK-ez
z_tFS1$zZyklK7bEiZ0#ZtbyqJNS)N2^moK8Z{z(|sL|FnHJWr?GdKle&P0c+L7#Rz
z`*!hxT&SE)NHl#vASb386avVcN3P~xom6P$o)wp%i3!v`3b6sGoTGUdn=<2*xbm5e
zX;j(o>iArVB5Y~4vZ%YT%QITJD6D)!wg|Alk6LZwRIk0Y7N?cxPIGk#a1(;?eEfrP
ziUvXDl%4uHkeXtH`wYWQWiByYiCyRa5=FLQ4V)(?$pl*aM#$c0>-MZo)TBMv^zyIt
zmP=YwV0=rR-Sq$@i!Y)shBzXw*amPyqYsuE#-fSYkcoXA*a>)fZBH4fpgaW@`4|T&
z#=GG-1X9E$Kht>fa#8S1-c|exr|YMada=8e1I$3#f7bW?1-aNILzvN^T3{3uw+J*E
zclV}}@!!gz*`JJI;`qqU*D|*W+oU=f>tYue2#KbQ?EVhqJM~2<dawKqXtPEl4Fs~f
z99H^~JI5`9`3ctSfAUb86@8ete^Tu+pX}YX*GYn&%(;xGF<9$@se3yJsFVhTEni||
z?3;FrBU|ELOr<SrTb}uJEY<m1ic(TNhkxTj&Lugkiv){;BFO4QX9AUNg7)gJ*UdNa
zh<+ZAi`WJVnusfvF^a?;Cip8&3#)3~4BoZJhH0;eU2IRrwoN+)za7BD*C15F$w6J7
z!^(-_Q@?eUb_HXPxmd0`Ntlq3CkA{8?>Ph-d?zcFe&m%5z~BBpCF`hbA7EYnSITVQ
za`V~Wu-f~e)%}iy#NV&0*ys8zqkHUrIl6JuCNdLHh4oIu)E0es?W$Q+?r!QAY)PzU
zSVC`xm(MVw)aH^j`SN$Zi6vnfnwzi?-uXSg;KMi8eJ`T8!}c8x7lU|Z26S*6(ggy;
zyWIO!=|)n~xG>!nle%C1Drx7};!l%86%ahA^YXZ4osn&|KOT#)Wt<toQId+B`f;_G
zv)%Ck^FT$Zp6=2~1il{8nia<@Elu8zL|25w*Y|G0nH&kF+-r|AeM+s{+Qvxt@G^r&
zf{T71aKFSW5Lf3NwUH+g_Ppq#dLotT@I<~kg&Xp7j-NgxyKfJ$LSb_s`VHT~VopRZ
z{!H-});%=z_IDCP--+U%Q!BYBWzv*yMZFpW3&VM<X&^&K?&>D_Nta9~e$dw%7B8$d
zC2+XA!;&=-4V4x=>2BFvjIa|5WMp9algg>0En69-%6|-{BqsL;3ke6raeVW_l+|j+
z`gCr5^*kx$h5n|u?rS;^kWZVg285@jt|1)2Qn_*f+nX$x>lMlF@vg?B+vNMM{-?b_
zD1k^>MB6Z5EOLFrf+h}@NvZvfm}jyf>|FP`Oc_Z%#-c)IhA!UE!pFgJfR{&hhAOw8
zSl^Bz!Lx<tn-rJ(jd1Iq3+}w4>CB)ZkqeROpP%)vHPtitnz}zmU^&*<c4E4zYMsD9
z8@!4?<6)F;f2;j8wBx0}L*ZZIkIz~K8UiFj>8h1>h$g24P~jJjImfl))XpT@?z2;}
zL@`u|yaL($TyyO<$Cj!dZ;vy#Lg1!TT4C|YdBmp?;Vzid<>3-K3rJND{TOaF;pkrK
zb5@OIrV+wN#H08+oXvgu$$4@QSvw*RToxwG=bGqjiO=UNw#WI{I0OHYn?GcL3)Q_-
z@?=x?4qcaD4=VZ2IDcr~On4We7s6YgN^%S3gh?+w#N)-GLjtZ2E{|9D*$?H<JAG6S
zj~sOesqEnwPVEIM5Y^?2rrEX_kFQp|5^iymLc)pPKx-E@_+AeS`vgk*;`4L!uXesg
z$$!7lEq-x#GoFp}kVZKi<$g~C60nU@Aj^YQ!k+x^7HtepBK;+IlCY?WB;?TQ@li2;
zBzxNNE$>rF3haz-Gx<hW*Q48|a%d1`pv`FN_6c9Z<VYF}FkMTmoI;#TZ6j5&S%UYd
z?boPzlJm$<Y&W^wQydm&<BGM>6R71Xzxk!b*w283jT|6m%@Gl_I-HCE0x06w#?(ze
z5%sN!y(&^Vj9iV@b6Whz%><g;0_-1*tBWD;<*}w)6F5>^&4Vo+Z!V0>;cEK~7!+|w
zKelp{@twDNRM~g++aD5?RC&6A%xcx&Tx}b6;Y%cEl&)PYFz9X(=I`x;(nbjsb~9kf
zTZ0^iWf>-2CY7D-Hm?J~v+f7y%MINydxW<X``J=ziHf0S8hc9E*f5`TVF~O`jl5^{
z(h)+MJmXL>(h||#V?A->FKxn&p|tNKuue7$QCRSf!L-PS{6^ROysLTM(W&i5a9pU}
zGDVU<;Y_s#-Bhi${x%S1X6J@mddsDGjhB4-6D3xR#iETZo`?Mg0Kc6Z?Y@D*T_U=;
zm@_cPi;ee(yvW;srDImr1YZao{bXZCJJUGItY{{N=~6<qhmS7Yev>J>X6VnDdtxya
zCmB#m|55litYjQ;d2qQgcf2gEtfsK@>8c$<=Mrf2j^Jjh6l59;Tv1z0bxMV71&`<M
zWD=Kl%y1;%&c-Cby(VW?a-%JcKp+z0)_KiVNY@j4ex{qtr~Nmz5+kA`jC=VY@k)nk
z_&ZFsoLjqaiOpjSQ)yg5zd(XjO02G==DXI5*ki*XXqU35lsZaECbmY5ieb)xoVVLp
zl?KWW`}YjQlfjCC->|RZCgrnU872}HHzz;IOi~w<E65Ci#hH4+?DDMG3pG(ETVrXo
z&u;^F8?pQ!e5Uxd;SuN51u@HlP-9%>S9bE-xH1}`min?&!|I>-dl8x$RgQ)gLtzeJ
z9W8`%e^NcQLZ$_5x(Ef^;gk9=RTSD2s!$LMO`=K9?OGKvdEA5a$gd4fOr(U4a)mc~
zx5k<q6cPpj@p$XUHy?`oHy<0#N|;zW3>^99>_26v?)Fep)Pz09dq54@$<Cx9jAVS=
zDSy72la!hPBt)=PZ6BwLB79qIK|4LIaM$E?JTW31{{zS@#6dHUgr6<Fr$zFDwIow0
zd?(J)Dg(1_H)gy1!}zq8)-Tn(JJ)K?b316AZx;3did}f_-6`!%>qjfvw2W$~;KL<1
zVg|o9sY+UUjzMR-RnE0@L(Nc@F9dLMHz{e56r4|AEXf-s_WPj-L~Vhip}1uwsMaYF
zmFnU+rZ~vN9-nNm0dX!^2p{2BK@IFUU1rZ#Xlz>>rA5|MSG_gk;ID`5V4DQK1%qX^
zu&pLwrIB2XNP~V-kncOuRLS=q68GQT7)3%by%|Dp0qW$fwF4L4oWf}3qUT*^O|gZ6
zd$;0O|7yOe^BZv_v!?Exa-n@J0$a}Fq~UT}x&ig0%<TnLp&1_WLsqWtS38;Y?+ni(
zeA-d=7l_76!2$1PQ_*F2-AjS7@I)-%6-v~ADJ;6EPUmYWmHe^`ffc0lSe<~hF<fXB
zT!vbQ@3BGmkxaTPdB;KeP^FM)1MoYTYYF+K;(AFE01PKRY0wT%m$1_l(v@#}AllMl
z;kT8JqU!^8M^$Z@zI@xeEbi>MeR7{PM?X3rBk>p5=!omQEL|bCjP@Es6-7oY3pZt;
zcK|gJm%sPQY0@rGGotb9pnK-_H_UW-Rz%eGy5>{klnHJENjbPajh_kqleP-4<o4()
zGZaS?2C)^jyEdM&1=t7bsilGOOWNqRPdjJj0kT8_mG`(g)dPHeRCC6f6e_OfgLTGB
z<_HEVC~X@Y(Pfca&=U+SLtp;g(Aqtq!H}XaEOSKm4e43(G%SWhHHkU_;YPQ)^i!>H
z?S=Q-q98H6L@GZ`)FGG}O>Wrua4YQ@N_<`V$iPr81wDViOn+OfCH&m08EJoHRs~g~
z#Txg<$9>(u^DJLugI>iBDlNMbU#LloBF<xCEp0$*{7+Or{pMv%Y1jEC-XRXqK_KRF
zO7KQ`@$3Ycx3?(aapcF8(o}|PGtBEv?j|BsT3dmIk=c7hm&D^S)cG+8HWe6IQats|
zUa?z9LdBq2=y-k8j;@RQ;6yLKwGHSkTyC_gg`6&H?Tox?;x`{xs*J7FBAlffu>-@9
zi8O1>6}Y#hx!UCV<26HUiwz5$w1uMJOB!eRCd2WDYL?~e#81Ope>=e3RLxR~yq%fU
z{S(|)u0KMpou#8O&OsmeZusP!2LX9KiaWe)ww6zDf@>t!b=&>j&<<CxfXMVrW=n{M
z^NdX$qu&Ex@9EluR|#kGk!`H7SMf)c`;>WGq$5L}evrG%o6WM7g!C&g&7x}L;0)0M
z;dSNh)`X#BD;vtfYgrP8Z(L=a096f}v|55N?4Fd-mvhC5Q5?pE5!~j(F)^T@nlP%Z
z9;s4@DRuRioB}^!a0_(vrO1)xDEI2I_L~zHtRS-nXZIGmVi{&vxxGi*QweS$2eU&A
zjXQRk=e;%D=iLQ``(GY_hSTrtK3jr>abx*cZ_8lnE}gB^V7eTa%)0*A9KQ3q`#z+g
zR9DR5p+P(`bT^Tl|0WFcBWIK9@J4AY2DdP*TD|PN3t1oa@#hUpb4wCBW7jpl36Ue~
zn-8Q+6Qcn+<WKdW((L;enz!IwzR=ORt1@r}Mkd<U;lU0BHhu<RdmK*1aRI;It!Ax`
z^dXck2OZg8|JTYu7v!}!6#_?B=2M`ftf0Ym)g?x-v}m`U`~iFNM%g-&o#=7&H`dA<
zxHMaa584DCcCIIkYta;QC@z$V?cSpM7!#|FZ6xJvqDNldJ`T1v-}?M>f#Cytn=^9R
zT#*7vL`_~z2?`5fNo6=UxxnhXn9waNjE3VjoBVM`3Eb8}dhOUA=Z4UnMi<6zdO*pN
zLP$=%eO=Njmy4MWS%d8BU0H80zEKq2O?z&u2`@c)g6`wpEW+HE>_=+zq{4DHmxVA-
zyGor|KW;4Nm2Mx`-e6T2G?7w>pr$o>>4<Wt;#R|jeu)KO2az$JsX}O4ntmJL@+~70
zjMm;Frs_QE<=XoGn44~>Tl}|{)<v2!rlEtpUmn;)n*n0&+4hG|%G-~1<wk<JMC0%v
z#BA%MJGMAYov1$z!+rhXH0tJ5(xx-UQQ6KRlqLE(aFyWPD_yGfgzJP+GjYPVn4eYa
z#%gjwEVNlb`r!Z_Swv7%2<*zwFDonV8T~D$tYX@+>nQfo9xX4p+djW+-R5W)BuV(@
zv~<WTbftl<rAR)eYDO}{s)s*URP_iz6T>n=@I_Z>jWD(5%HP*0_|IF(T{c4!(d%8N
z`pu%_8|1<up=_&@tR0WuJI&rKcLo)fg{hpPb-5})Ic=svegrPK#HO)`XCf>64_v1>
zt*a?(!!o)wN(1<cte!FvYv#i}OSSWE7N!eL?FS<mX8Odi{c(`AeCL^n8y~FUOQz9&
z^&kPKigB$_lLGG?C6&hd>C)wSRBiYZ)rf`@*Vi+SkIEqZPj|g&nT}E!_(dZ2VK^04
zSKCzptBd#TL3Aay!!3P`E@Y!u+#GGD8%gM`Ef;zkzi^bJ0eRTfw$R>aZ#g;?D3c26
z9>p|bEnN0-EW;y<2_d1&N^G?lR=tiwzG~OK^6<1C(af|=E%TVIuKo#kGlu<3_GwzI
zMx?vOB8)uXl%4mDN;SHTt@0X1mVoWM5xyNDy6tlg^#^B6$*Os;<I3*hSFx=?Xv4J?
z>IRQ%v*dK**5Qp*!%ZVqJHc2U9&LVj)SoTEfNnSz>}y0$jYs`TH(EnC3tgGJZ|+Q)
zvCGw^qLF{72Y%N6j6r*wzuPUO_+BL^8{dP`@K#2q9THvGiO$y~QrbnUUS>{hS|5c0
zR4rTGh&44bW*f{jdHhXi8Yuy_vF#_Uqvn<&UiopT=>H*n?u7?|Z#hyfmGo%(JK-Ws
zbnVaL{i~eBPW+%Gw6#9-#lP3vge+G1MWKn4&Ek8krM*XUp}+?HZbxOAU-d3Id3vl_
z<lyO(yYcuHuBq4zLUlgbJjR(BWasJ;&~rUK<~}!(?a`1%)^~s%2rKlo%i-Q1z4S2T
zkw1R<PgNAo*!@e=)(<7qf+8JS<hMh=9+8a<2_h3~TC!FG^&h4|JXysH%L#>54wiK~
zx-6Mb_R0tF!E2xm?UwL*HX3V~5hi;g2{SP-7?yxZ&@kUMaXp-u%Vz2v<F{Ep0A5<g
z_#?3ANRp;G887&<&)(c)NLicpxv-E)OC%QE9{S`b0!Ojx5fl1ABegZ}r=y;2WFj%s
zN*XPlcHM!=PCdb7_U`U*N|T{ryaPJ6%9R?Q>>So7rKMk~*`K{ti6llO@(p~Zzoo6g
z1R+%Z;F5;6h6pF^s`MP7_J)}>Ku}7qV7w?DIc7l1zO=j*Qyq}y;kOBj*iquRnm=hz
z|K!AMkJNmtZ-(X$PaQX3?+-G5esy1MzAG3_bS|z}Ybzg~>G;ext<Crmx!l?r3}x8I
zL9dOnFec&Z(QlBJBwFPDQG)t98<D`5hehRi{FofrDh%=S*vKgak+}LCSQg3B*q3!2
zmt&2!YbZz?@Go^Cb$j3cklx&^dT>?t+3uBqc~o?Nd&IW4<S}=q*8S3<hKHiyR}o6~
zGOUjiM0cUPRsm`7DR}yuI>5owr_vW-_Ko^_mcw|2+a}nQ$O$jeDA7aiz+v`%w#}UD
z$MWG?%WMsy>u_Yhb0S?SunbO!SYpna%uqb=+9U1UmgG2G_Yi^qPxLBCF<vInfedde
z!%#Ijy{_$C(Y!6M^U>eyD6v`bG_}ne3fFPRx-`Gv%#@FU+kE75LbY^-a7Szq!_sQj
ztKyL^B%#S;EZB2UL#OTkihJ{}L)@cYY}<J1HsHCWub!rNVKiI|5ZNZeer<*ldf7J7
z?w9|RLB2v)WF4ZBgB|x*pf}0-%LSR{?DLRSnzr<jJR~D>%?M>Rgmplsu{0?}se^7y
z`3)`AJZ2B5z>%VQIN8v**K!yb0q1;N<w-M+YgZQ3Q7|0Bkm;$T(J2TIENJW7@3!-k
zIE3qVV@K(U*`?zJhLbJ81~ctW3)H1r{NN&%@s3ga8<Z4sp+4yC+lKheMI;47BHl<_
zJD+E3K7UG)L-K0EoUx|!(lsYz^fj+x_0-U);uX{ND|hqiOT~mU%kFpdQtS=$_-yhi
z4=o}wUlnDvYpDEI(j%Cx<-V`DtBfnZ3hV4k%{X)*P<j0gFdb%GK){sgc+xw_b0@oa
zVAh9ULgOd8z;C+_SuA%N9pT^WB0o$;Ls6~6O!jxfwO;EARt$`1N-X6QOn(i%(3-^+
z2dX7{`^A#co-SCHRcmNtX!r>mz)M!~VB`!BU~a!nTs&EA=!l}?z}s9}o_==`-Pq(8
zDghRMTYKOD9{K(r7O)ZUEumuw4_Z9GN64Ho^Oun73n<xd@CDpj(s>@lBPkrj)rKyV
zlv|V!q{16kOm;{F@VQfQ(9YESD#3;w+tSb|GwKPEa@=A*WEnqtYxtdqOzxMU5v`%4
zm=*ad3@A-4<M<L-HG2_zmYjTFqm6=hghSMHjtBC9OoR|~eAH{NfG2vSAO5qDbw7IC
z7;J+gJ+R(LqlxB6eitDHFZ?aqtYSS?E6mBeg>}KsSAb;IQ<2HQlXtvJkE_|0AWpO_
z>rC#qad9C*7@w6_<uo~n3+S3D>VpYLoZlB^%GIj{Zln~u4}LHW>fOh|zTsl4`++6X
zrKPd~09T#hpcf16L4nR)ZUMU6QzfH`qaeOg;|~*->#=OmDpt+;pJk}A9dN!kds^M0
zrI895(mfEZ!weiDAqr1rf-Dcy_7MT{JMus)nVj>NPqbFTiHhF9j7{b<&D>6_jkjsW
zZ2|HOUDwqBYF<Jk^v&6>ft4r!2$6++U6Tu7mRm;f8xu*@ukF`Bn_ZL+u2>r3FXOzt
zr3IggDsabS@-<SQb(}JsNV|#Mx+e`+RT!vP9mJnmN|tG4F!;HU#zQQf!9J`bpCFm_
z&S*Z3!g)#IZla@hj-TUvAMA%JtigOV-es`aSxgC<o(NW(+P7D3^N-G~>A%Qr8IL=F
z)aEoY@$yJQ*Kgm;?&D5YD5RpQi-ksx8QV(lJPxOZh?Ay@k&t&3jE@bg#Z9xzWAm+2
zi*^Tn;Rg{zaM!{?FY>NrW8TraE2JG)t4gd-aqaMYlUz^{t+vf<Zt6R4j~=u7+6nl%
zXK;PZD3%7vlTSZsyT0yJ43~a~8Y;E}HOm!!Y)EvUCaMf1$*+ndOE|GKu1b<wVi<_6
zYn`ExQJz}5sw7k0Lw=SJzVYG8cFA%Joo|ePDH!rfh`rOYE<1KA&q+HCEM6z?#kkYh
zT&37OaG^1*d{xXn+f$}N-K=PEt%$wuLiL(-jtKg?Y9oGILaVKc&8N=%vlO5M>+Onq
zudUxoFG@dhAvz5-3|G4?Wi5Fy9*2z5uwbPhHDS1Js30-m$e?OE-*O7=>b6S1kX*OG
zTG$4OA%f0-={OL{@UwnYl!R^*xP^b5SH#br=Xl&M+{^inzWGUARIEgSi|*udmNM|K
zEBlR!I85<Gf?Kce{TjwDCu;Tq`1>8JZHQ8{#PX`g6n7yVX1(@BT7;c!`WzCBZ(Nx!
z?zncv2i|+aPaJwHNkW?9Z(?4H<c!8(=!Si2Puw0}-m#?ocjf29n8@C&6k7yU**!cY
zO<lHE_eP8uJMQ#9uAI1yv5bb0Mf~FQ>vpoVhU7(d(Ku`(9TK41`~I8(>o-33M;j6q
z#b4?DXC}7QYAPeUnZ<pjCk@k2RsU2efAR#)V-mrAP`!B<GxZ7H@h5X;3<oxMHV-Nt
z-f7SB6`6WW9!Bw@9uu|4>bb(Wy#?Xv27a(1E`};~Ex3l;KRTMYn5AFL)i<?R$587-
zcF65U7n_;T-mILgyKBY+-mui(2P|{<`Xe`66WjCp-sIH24<Pr9r`<SzU-vxD%$qG$
zH|eokq59z}v3zyRs3h+Z3C9g3<6};zjjp=B^s1=E8*g;BL-ULgkE|mO61<v+RaC#S
z`fl$}`>y{Yl2le=?C7|maz&1at4L01qG2u%@{QytWFp%+5D{Df0qGei7~{4)#(f+r
zwfMdnvB%XH1+fbgr=@R;iS6S19*?etaf!LPr4z4139y?%a-^gDjRMJ(q+-}hY;&fx
zg9}3~h=oDAt2ivdd((f^#F(mE)chz1J?^|Th1VHW?~m=ATYrT)EGH;6LtATx{0dSs
zxt6|ssVFUOs+g?;oV#>QZ$9KKx43j0A~3nx%>8uITMk@_dAF|IlCs2{(vpNw8$UOx
zSQp-X%2$IF;xpdx{JvM&2nYrAfzYgzbYK%nmSjuF?8?fg%xHL>SjI_WyCwek#?2kE
zPatF)B0);l=LIqq@lR#7J8hv@!pk@mbU3N4*6><Ro~xn{6!T~iSE!4N6Wu&ITIhck
zBCYKEnJt^d$YQnw+;nzfiP!e$Bo&^c#j%aMt_K$03HQj#wD_w9ogH{e1H6;$iPFYS
zrO}2rC$VqqgG#RJi$9=~cyWpgo4Fysr_)Z_9iUBTbG$T`?e%ThAb9$2vk_Xq<2b%6
z2WL7?BJLamw!h2Vag$b2W{_WAbx#N-4IB_8N-6rLW>N7d*KuoW9LEI9C_58Omke9H
zK3T$dzx78f0-cKOf2`(^UsYOFw>eEcl~o@q**GQO6Q5Q(JQ()fzn9a^n3MguL8V}{
zbo6?u13$&Jk@#ymR_1aMTUS%1Srtmx#IVur=Vdwv6ls{h2Xw4&k@*#>`1f$YRDqxg
z#bX)r-lH!dZ$XmJV*3@a{;vIn*Q<0fyjjoLpoFKurM$!(ncL2S<60Ipt&{X!dn}_Y
ztM+V^(2GQ*pmd!?-J_+DWqVevHTz|`7{d5zU**oUgd<UU2}=h7h%Vt-)}`_=@JnGf
z_0bXnw5w`f;2Y<}f1;|rBVQ283aPQop)=UviY83P23$}QT$1s_H7Hdcj+u@_TK=;k
zdx!5VQ=1OcKTxlC7{Vvr{kn&*Eac{jAF*;*R!*%~qaY$qGDASmIQS+cuJ0rKC#z^A
zT%jJW&l_)xmHc7A2|jVeXggnGO)(0dpRZQ}@ZyYOOci|=tgy444`9@;)6>kb&ip`y
zi}J>0>d<N040vw8$M1U(C<d2I)YG4OT6LKdJZc>nNfGUdq3en(m3lE*PjIhkZSJ=!
znm7nM8zdh&@o;2YUO+&HN;*d79uN;6aMXP$U})~ieMt1okq_AkcP<}6?C8Ows<BN1
zGBXA@kWUe=M0`A$(S+-S5Ze?YW_0;I@ofrze`+&eFk(W5P_p#4qJ5mNOo~YL&95c3
z?#IB8lzQoO!`NRB&T}F#&N{m1@p@mR{aN-bCNsN$0xFm3hz4nYO&52Lx9U5a)*Krg
zs>N*o==>GGA8wE5l=F0$mL#8>IT!s1V2!dZ#}*%vW*k?z%d^njyJj0VZ>qp>psLxQ
zENI?M7%ni7(bV#~%L=9@Q@SmJ`W|3<dfga-+#J?HWyQQP*+()E>jeI?8Pl7b#2#Zw
zs4uU9hPl1a?&?!3H=Q{-qc5T}kR~$mcx9|15{p#A)D4a5iZYtUC#u}IYoVh8p5W#P
z*{PCxjBO8;pWUm`CjH1)9V)`>e=};1zNKgH!bd0n%$5Fo^m&XOW0j$$bgmgWv;EpW
zM4!gY{IYn8T*RFETk2E*>IA>a!3wMU7<w~mYj)N<G3$9t2&*|ig!k9uN~~&YgOAJ9
z*jTz^2Yn%)g4JV_gkz~BYpxd+Fm}Escp(F+aGr2%c+o(usu9-ZI^A6QXF;Rp)U?TO
z^8SfoXf1^p5o~JZw$$03+f{tsc|+cW_ReqU#rsk#$6BvwTG|yeQneOFvF;#A+gsv|
z!&07qU+J^%47c>0);N41xvx~kP^-dKCR}#CZK$s_wtebwXk_##>-b$4@T@lH8N&BJ
zpBX}XFBwqUGjiNJzk{=Iy+gH%S>Jf?vJGmd_l5SHPd&S?nB+)JMo|9stYbU&sSpRw
z(Dgd9h&+DWeb;u|5$U+%vj;lys!LKuv{E6*K)qNn<q2@OovL~5@2QMX@>$Dey=(TX
zKQ;0p!JU*3zsgN({%dsrik*nCrABZYRBl|HTHviDcP!p8#KYya7T@<frG_}If{|=R
zlFU5Qg&+w2&;)Vppx|)4aCjlsVJXUa8<1%KK4Z?+WS_EbW9ggD%0T#0sEw!wt)J3&
zE0p@Ga+9Vil(~UWu;$dy{`z)VRFdg+d4xJ0oqi&{Gu?lfzV{0kI7tHzvua8BF{x3Z
zw@UO9^on#1?rLO>tj2pS55P?Ez``t#CSC>0*^x0z@t6lm(U?|^m~|UwU2@mlUT}X=
zNYFo{UVbZ5bI0p=*1h$CRi@%-b5XGg5z8axPu<W81q@B~*1TZn_k+TP?Zbq+ZO+cb
z$;fUtIJa3!L;5j*O!+TMzGM+7g)+BR-pfW4b&)C$rD^r{M4(#=d#YcFDKuEjP;&Yy
zL##-8-|eko#HwTEUBxv*DFh^ETf+-atv9px{gU5>Sb3I>#7JLg{K`ivYsES!-1?-@
zJj}$<FOgoN#zMC&aY<k}OLH2TJ%Tak&q!|ZnO}l#gy11?^j9K0?LFCSCVvlO;Ar0U
zBc^cx&PnMlZQeu4bx+`!o!`%V`Uei8y~3olhUXNIGc>|^KxD?^BkmTRe)7&;_9EV-
z=yR%@4}3dlQH>z1zKUBqsFH%9C1*sV0oxw#K{Q#IP}c$V3Y%cmQQ*qcguS-e`=WL?
zxcb_vx$YT&W0V(r^%WR7Pp{?51r^1#ke<U#uwPPQsp2d$eij-~SA>=k7fLQ6ta$D_
zL&?I_ttxe6&h;|9n3CQurKh7!@WD|cI*P`}!lM2jzP0euQ8o7coZwq*=*l9KZ`IxP
znRR*7H}GOH2C^WE^B+(_Y{ThQ*O}4^`5m&P4NUle&7=Z^*dw*n0Beyb@(IhivH|GL
zLK^u#Nc`NpR=!t!Y-BXf#g+ARACt%07=^)26}{YT_>{`e0v!UbI&JO?ZDIRdL7SHA
zY-6R2zGL$=M`&{AsngL}W+H+Qv?S4|Xw$Fyq_%m2v9+W>MFOj}iD*hT>Y(R3OQu>A
ztP9@(J*NR;GJ6?M5!QAI%4A*&gOTf`+x~Y_(T(pK^Fa<pe1dV>rj|eSZ^6FFZ!5;C
z8#ax$kpC%j*}#0TFz_dj72Rj_%!ZJYtCAUg1-Dbtwp%A1GdFfu>d79(7@Pe&1uFNx
zj1(hYq=v???{^kQd_<)Lb!*h0TAFk)_OB-zn9^;#Ij5T<|H+N!-Z!Ni7F>IG>(*B)
zMzlh9sc`K(VI^pxsQE0IH~ukkzRwmK)HDcEU(tb_=Tjp=s8wLA!yh?)o5CsNAaIoB
zTdfK=-RWs+UTsy)MIXab_05%vFgo_;{e&{JRS0)~IW!k1r!t-*wo|v|*q13*y@Kj5
z5KYmnyyn1%$Aw?o=rzNB9<#Rp?St;?32Jz+Y{uS^>Bf*98uz=G!?@S@fUkyP9NtM?
z=Q-UTW|;yGIYJF~Bd%3oJ2LUoKBlWZ{x@g%)i9oR0|3EJ&Mo!jRQwkUZ+VF2(Tg&?
zPB@8>2?tAI>cD&(;yAP93?==%Fl-nDApiRxDv}J|!1&_}bO+w^PsPBsGQrzBlzm~k
zfn{5POPU#ooeSC6_drLSpGCJ>bkW0+`?Rv};*-8;-%{zAUTo>YAJFxxl#c3k+Pb1k
zE*Mf(DJI2Gf9K$LM|!JL`Kvh!BmJ82+UiO>zAv+(5<jXtH4*fSaGbF^+WB0J2SUc9
zGQYo?g4q^<XiA1uBRN~HJs(q~9mMUwWq*MWxx9fMh0BuyR!q#U1bIyTy0j{Pi+z@y
z)(8;~Ug;T3P<g0rbChE?-Mna3iB3&0zN70R4pi2M`t3xlky3Y-%Z6y#V0VFrz=GYv
zGP2(?5I{?F`QC7~gGXoxfX(rM0;Vh$bKmq9bGx;;icJL!sVtU!-iq+jBuiFjQ%bjt
ztgAA0M?+djtE-;j1F&se91t_9imEM_n0e=mnO_e;Dn(({#iT<EQ{LX(1iR)OXhiH?
z?ovW7W{#NI7A%LbOjlUe=MMvTJ7=5L8{G7THieiSeSDc{F@rY=T`GSi0bD32jpM6h
zia8&3kI!k$aNGMUn7VFiR-$^>8nB5*e^YkZm1hfXGU(~3rHaMn%#xaOu9>3}<}*(Y
zno`e03^n7Y9-swIC-7S%;IyMsYfDSb(A{f>JTup!@qaz!^$)CP>F1$b#_y?fN5s0_
zh2UjK;$*Uo6rEe`3X~4A0e!)B@<P{BmQl3Ld~=#Uw(%>@6$LHNrWTo@tmNhCLTDJ}
zjQWWXCT_XP>ShcVS;;*U`hVVizChJOKBCB-8;?4~vWeR8GA!bz6^A!OA#9tl+P1a^
zxGc@?btxrzdo|aEIyQJFn8B2?n~fM5aBkpbKs6=^7=-S)cqxkI0r=`;F4l;n1?fg)
zB(f$)PPvqlad6vmT0akgXX42@OT>wjV*Z9rpK-Zho$d8t8!!9%0!9BOVCa5gpoQ-~
z6Rm44XVF6YPEX+Luf}q!0x~i@=Fjzd6qW$SccVFnwya&-A*YzrmEa$RuHCEI1cm7k
zYh13B<7?BN-VQ4fz#j6@ML5fA6)tgE{DqR>iFCSoa9#I90jPQ5u!iUh5^AMPul5sj
zba(h;dP<~ppIWc}UnTzKcvBpeS4C<#uDBB75C7Htt5=#i?<^+9<bG$|9~~Fp)X7*~
zWUsz2hz~c)HMuWwWK4$4*GhB`o(y1PP)~&gV^LMSEIJjn0$#Fo2<bWxyzTwC?om-K
zhJgoKHiLta3gGPLKil}~f=kSkHxQc|H6*(k*bOTn&e8XnVtr!W5l}@Mato5ptZ?(Q
zV@5PRzTk-)PP)^my+b{xl~IaVu2XUi?~3!`dUrRwHy{Ks_Y@oIt|Nlg>}BT}q_*qT
zS)R0XcNYpr0L(?m?1LIkj!hOFuKI-ldf{OlKFJDmDuEqhEU{%eT9lJrh6kE;1`%<%
z;QBT#SA&Ek=Hc`y-0hhw{TcE7+yO1D@R5)14(y_260;jvDuQ(Uq)-cjUbO&8E9&zS
z1|f8zV~l>#k?+4+BHd0pB*C5Y45I4H&<U=Q;3o09fh&ni<Q+OMskFRn?Ai=zgbBL_
zV%7YDW(*Wgd;p|@-HZHRohzO*jAqYq!OK^7>kwh(P@iD+(0D(xqaC$*RQECc&D!p;
zQjb|gy|!je-AHnIDpK`F#X;k5Z-pgaGLUKMi{1BAeXw@oABgCfNcCGMj5MFj(Ec?j
zEYHf80Hx<-Dx1UUvj!e|30_}J!0WBTwm~t!&{skHNUV{~m>d>jywiLn*WT(_cg7C&
zp`PVGvq?}^=RV4);>f%qxz2Ky47?Hs`s=Zgea&L-52+kE6+wBrJo`-sAO7<zT{Jfo
zwa=e9a|uI3#}VeF&7IZ}p9I7_=WAiKpVI0YfC7AMX|hFl^~FD7c?!h@38&1s7HQoP
zN+9Fng2ny=iiVj<Ab&XJzd%3;QyrOuU|`sJlNRu^L~q0$tXwr>cb^g-pqiPVCwI-l
zqE+z4uJ|rYpJ_Z&bWqdahn4XB1@b+roa=u<o&T4}$i@6Wv`%W7J~#n57yG|BD=Kgd
z2p(<@=G41)Flr#W5mFid6ps;sA!)x_B9ITl{oe<RLT~Bh5a}J+A?HMWeT_7v4>v@^
zn0kG^w&n5(9B+@wC!Dx>ZpS95X-BIJ5}3dx1g~~5|4*g}oV7K*9tcTXG%SpnL|%~^
zbjNDoC%IJKA_Nal5b0y*S3QagSbA&c=%9k00Rn(Y@(7}>sr!FIMOcEl@4yBXwu7cX
z;p9QI!vscg1HL2d@9se~H#&R%V{&>x@Yr-f;E|EB2Z*mhQ2FA}S0@LF@{IOPAnU!y
zEX_^em4ng(L>P&_Fav+>j1LV3q^7S;O+}9lPN&1}o6$&5fH;D809v4GBGV+LPb4nA
zHz}YIlt1%&bWBC_Aj)(DvcJ^IMCkQ4<+FtSu>%-Z5zKDh_xG(GketCf&7jN1M!}N^
zgdYLCi7%^OkY^ii5G=}+o`H{}4?dLDPh<;pHny<rpzto})onB*&}K-`q;E&*dYk$<
zAe4{CJ%|dn*`!RL0OgHBZ!={H6BLkS4;F`^0-Dz8`m6~|n=2YYV_Q&K)Lz{Xr30a!
zxDCNwZ8(F|NM<+tQMVm}PPOQxmp`tFCIN<(VWNHWn+IYu&}Ocd=dE9DmEaA(1XkxT
zzmb2YPDR4(5vNm(LiU0}fVBk>fW(o59NL=?z4HaMhk~C1$P^O}cXG&r21qE-{zG#3
zB*e9lr$^9z6KjV8FuVJQaDVPzTlRZU!QkP032cwSm?5<TuTVe3Kgpo9-@^?bZy<g`
zpMn~mj(~xDe!hRq?1mU0qj>Aa{=;&#SQ>(3s;b)QKMWbZeq&&Uw1Riy@U((PRS^h-
zAmbzZUqC(s@9sE1&~FWYfP6V6*R}YAczjkp{*eDFfBrDU$a}dEv;_SkltcX^s)yo#
zOq_E8&f{;+WJv!tWBWC5^c8#9Q}}M^`PqXh)4sm`nP2*{u=`cWRR_M|_5R~dR8KQC
zm0a1sGb`}pE5kbAvr`W;j%Ri08fao=q+}W)F>$a0-kwPMrW1_Z<JwqPhbGUJy5DJ5
zo_(#FjlAPn2XWuu>_D08K?1%Cy?L0}GE<)hUP6+9GGV5bzdJM(ms2FiJu^|sLFh*N
zhi3Z$AU=Eloh=f1bVM{Iat+M>CtC#B$<qn6v+)GH)}Nd7eVc{~+F$#y<y2`9(g^Df
z8gK$n8~T#e;|DP>?m^{3>8*N4Hi2ZW{0v$JnY8{Q`3chSx)XLn5i}-rN>Q@5a~hH|
zX^ygys`4)N$D3^O_$!be#C*1ASI)8$=u0)|{R(8-v;BfJbYA-a*ES&gqMMsgXBGQ|
zG{kd$#_!%lXegvR48a8GzlbYS-xa?C0j8JiFGwEH$*+I?A)60|x5e#GU&70&??gcF
zmrhN3W#YmF-O~tc_vNS1b1W4mgfnzHDgC6#<g=ibCSciCj^TMS+{*T9Zdb^_E?LSI
zJP=|nI58nh#3*4suCln=iQvGk^5T70I>vM3?mEI{di|Ph1zHI^pU$X^)}>njlt!%u
zwP0tbkeIl@1RQZ|nw(<2%2dIjR@4zi5xI3PZw^RRGd6eq+3FnOJQ2{(5%VX^+l7l}
z-^-ROl9t@qt8^s%9)XxjO6c22jX>4)P16lG`ffyXZ@0{5E(PXYH<qER>@Yt$IiRt7
zTfF%%LEAOlbiGpAvsO-h5$=E!@bSD_XI1|&t*ll+plL$E8-($iLT8Y=bDRhEZ17YH
ze{+DNL?iu&s9!N(va;;O0Gf}ROS8FT-~rq(DMsUmsS+OAoz0j~OtzPM_IA-@N}1E4
zxU}}gw=+q^qp}g15Q2EJlb?jXmB~M!Xy=C;W5Ha@>jLvBldEPL7_o(Xfc3{uekadP
z#SdDpr1v(E-|&69ORX!8g_t)fF<NB8OV9o?^h8Rwj*pt<L^t41G18=2l{Eu6DrTKE
zp-K;(;T|Ug%ctI1F7O}Pa||C=H?qM4E6U3Sc)?9<5H#kD5^EP(>J~+6sa^CfWGnYU
zycxSWpSa`}^!=A}_l_3EfKS6!H)p*S2-yZ={w{Pt+<8Rp1k^Kg7<9gI4tZZOTKnqi
zh+VV$g15;mxL7t4BN_u^>@CjCZ$UXfiW`^iB84e#Ri2|qi>!x-%U0dlUN=}zx9i%#
z95Sx*cxFal?S4-^?#4>(`P{af>`-Y}indh>d2h}0EzocT_YpoEpcyHLRWa`v8y01-
z_qf^pP@e@OHrsb)Y5v1+n-J%?AR_!6`D;}-Fa3<3GRYENI_^jYn)xFstiw>=w#T)i
z%iT_yISwYtO?iYH{c=kC0AqK3!-LR)S9+EzX{Yu;xQkre>)<pEJ~EfIsQGw~9SQw6
zX>TM&Y?g}ETb}|OpuE|;EKvYAHg<snWxueQs;y(sD4brm#1>KlpSGxo)hh5IUIORf
zHeC`cq=oejdD7F*AH2}G0y4lWalBUl@0C>2B2#5i6hSpDk|m^sne}Oq@PNDWx3s|v
z7u`xPWVw)}`+p$^H2Ch_|86{d3)C#*zn9_R8#Uf!Zx)vqfeRye@(XNq)_ts7DC>sV
zMO*prcnwnCZtcNa2mQJkxwJ1V_c-aOi)yKD8{M<c=4A`^nD4jc=%d2DLMm?*w(}X~
z7k>vFJ(>c2wY4J_p^f8<&_{N&Qbwg3f6a+%Oyo1wokiDy_nf5?{Mwhwd660355SXE
z`nGkO$q$c>3xL<j;CdZ?ho2iX!jlQO(I-3bR{BnNQDpyF$yVv&lDJ-~hCGAOdh^B)
zpw&mG`N`AYAo2dNLA~xIbs7aPO>k3DoEyOB=C5Zt!m)zsmbHIqPadGJbBQYB5v9n$
zb-qe0MOHF~4d&H8#;-CM&Ew187*d>~q`u{hAvrsM2Sz<@#)SX63hj@CHHrPIpL~<A
zqA*RyLWLMn1!rop37|{mlU6%ruZbat9qNdO93e_H_$f=HmmCY6;oVRE*~R>m%ssw$
zIVvuOn&=UG1H;}H=R2=VFXol^yZxxK;8cEVNGCfYF}00it*D1sR^-k2_%!2pQTfQj
zhne(N7O<35IK4a*0s?}LUZs^lI<t>%dbMb4e8_x21^<QQr$VQ@T^xLFC{qshEq9jl
z?@M9^P7m%wkjT4)4NLSB{=o>LoL9(3cP=Knz(cCR3AgwZGMi_D<bMG|K)t^re$*lA
z<z|U~t#nL4bcid_q(GKU5Jk%QvGwo}&P*!bckr<bw!T(>EgI22<oxH(7Fhwk%+NYu
z`NZ#B1xrDAbWp}a@3t@GDLRxyWm*JiqjLsb&+l_tT-bVe>$2{PaWFEW-^~v<7SzDY
zn{9@4GI51b97-6rv??f`_ge2lM`YFOSi6hKY!OJgsRFyLUsaWHXvy4$I^xnJ;`dEH
z^weuyt;_#^S7|RyLsK*TDu`ei`lMqp{i<dWO2>oh;Fk0}^dj?fr{3kp6k7&u22k|%
zR2Z99scozV3fj8D<p7bMsghk(Y51}RT~lOzZ3~%MI<CXvO26fNDrr_wl`&e8Y7lyO
zv4&R3SCUEMt=xI(s*=M=PqTo!cyEAi4hxQ+(ATGbx4m{MR0xWF!ozr-mK8U+<9y^X
zhr#MTnp?h4N4jVghoL240)1{KWX(Nr*s2irXF3u2E1UeXj-vJQV(zk|?@y>$W60Xw
zu!KkFYC5RTx?wnQavV2N>MmX3?-l*M*aqav0K^Ms?VH)%!pLE7t#C=2Fro|*@pJ`@
zL&ETX_gTa|E14I@iOk+k>5!s0#_5GP<T)z;5-#MW8k$5Po$<!nH$`n)=HU$R&5k+b
zOLyXFivGm?E^_V)D=03q2Cee=jW^Zjeq^HSSNKt>@eQITx?#PL<RjX-PL#N7GTL`-
z@V>H;rHWVTM!fBaho`Z39G+nor{XloSA5!ko|>kmGMrxh)bc}><Z(IOL$X8l5gEIe
z)7b(PmE32s0pE~1#rXX#*!5M}ock-ZqY+XIr{P0jjh8n1aj_T+_H(;-M!9+P=H|ch
zl&#d>UZ1w99B40%A|JugmbpvRQ3mX^jrJD!2+M1=rS5mn_otxKEGVoK)qv|Ihg)WU
zDbdnRdq4?KKHe09nyA`nqLsG(_(|i=5M+d}nnN`btAiC-6@W*9csVY1c6ZiW)sxxR
z)AtM5E9}HVmsOZ6Da}9jeIZ3NZ)zkB#(<AuQ{@2$p^Aj2!2D3XLP<ipzRXoezVjfF
zB&64lx^3^g5oaPwcY^>wZ<C_elD9a2FG`&H=G3cFzni@~HyRVT2snC-_}FlE_%=5p
zy&0Rg1d-epp{~Aoq;w!2K$w%Yof#XYeE_=yr?rD~pz2uJum@8%5Ku<-E7$NYKafF3
zuE*KRE&jR4tRqU<xbV|{$E|;{#VY%|Qk;DcP!3Yf8mvCW{+e6X@lsE(R2#v6ot4A~
zYh3oe`=hZHJ~Sxt<SoEGnwZfAvUv3-IX5}tY3mZV9tTAalP|Ytd#HuEVXe%5l+CAu
z+~uurY3;dkl0E83<m-OMd$`V`wLFHGe2GIJ6*!XOkX!T{jT&&nEe3*qVF)jeE_L8K
z*?sv=mz~F=iCz=Xnzd$1#$xh+28Wj|Hm?(WDN=gZ`=};Ha51Ck7g{Y`VkWT>cs4kd
z$zK`Bezoh~+CSPl@l%>)Co|UQnel>Km-`8KEY>0dh74$e#T7KJ!gVYX_zh1|j|+om
zSG`Oua?*#Wh2+p2BRt!i%;@x2yVjJ!K+;Z=k-6SciLKH~qnYbrcH5JGVy+!DAAfuS
z1#i-Eg`&qU+h~;Rl({rRIE>Lke|_jTF`rwWStnf*1Pm);e7xEUGAD=PWB(c{mgxnF
zbC~Ix{?12Fx}B29;pq&UE;s5_!6l<|C|`K2$dl?q_^o%2`%GD@(ger?Mlp6HCKC0b
zFjjC=C6sufC^Uo8aPM4yZS6e$$7yc9gwhxu?KpSfldi+!wYxVpc3~H+cxBC{G>B_6
z%vPr}HuSA-Z@a${v&p79wbofmG(gBj>P|z}54Aw5a>{w76z4ptBuyveDJ{tr-S*Vn
zXprIKwH_5R%)x!WanyTi=<D6Pmmt34=<9lEZiPkt+=fPZB>xV70WglAfFwG2hreP<
zN2tc>^pk*9-2V$%Hf?oaC2jBxM1vw{k}dgMm`H@S6++7Rn%j32J*B|-lTAW2@<Gk1
zneCCjAGwTz#wuA{K~`<@rgbS&KI2CR+eN@Ec9vRSN%OO0D@nX?5%M|JPAw|qEF$ZC
zy5k4~dYgTzQrnS#sxv;z;60L2{`YV*SdE=Ed%e#LdHUtit?-sKki}Q>NVX&u)hgSX
zbT^8&A3hg&auME&O<EqKw_thm2xB!P+?G>P9S%O6K0teKiqg*hN@082EIzq{^G4Ze
zSf9LE<#2~3imroR*)~@|eEWXiVeRPdtbGUmiQJ>zwi-Hr3W=$^WgO~puq^>~(>r1}
zrIklNkRZQVp^^|r=@$dIphW;0??6;B74`((yTVT+<~vBcw2dDcHDPJ4{J_KT{<`c}
z%hj7HmB9TA1{ybV)C|*GS$Ty=4S6t=(!F9xvxz&^V}(vSwjC|v>RQek8J-5eeaVSd
zk9im)|8=u}ytZKb_L)=ctP^7&-qyrs{(RQ;jBO&&E#YYu!K`Ofh14u+Y_a7H4OT(&
zx9{7}1C1^9*aFyI6$3=y8}pt5A0vZf-EaEo>+#lAD*|rrh)I8R;OEZC?r1~$;v)6E
z33v>Zh$~v@H@}-F%_8nUV{~KX$<7iLa4LqjRkm(_M`HNt{p=R5$>O&@9aCZW7?NbA
zE+3tOIgipMMT+QY0$grLh@~K%AU$QS+mL7sI3c7@4`rzL;Gh>k{7Bfe1nldqapmNy
z-}k4GKkbEt#?8W0BAr{+Eg}pwReT4PKreZ~GZ0dWX&CFSN*d%@AclX*5S)5HstZTF
ztr^6Bfuibaij=11x%=9g%X(NWlKgYVS@}l?0aMuXqfs8q^iXon`ZwW=eR~0wBKr@m
zD``Q^nMYikrsr!^e!-%$2c4(|#dW6N)h&p=4Rz1&Kr+Nhuiq!q*fmO=HZawl3cQ-v
zrMP^POG4^BcXlwh;rN9W{?lfv7x9eQpv*LXz+t+%SKLpbBi!<cHJ`X2gCC3+lVS3F
zkxgq6Sv<s0bYPcBExt)cKn^d@F2w5|JxKPM0MwmUd$XnIWfqH=(#tw;R_w3sy)=$!
zVG`LNL6Oab7QHNvKdC=f4yOm^t=e%iEDBJ%dtZG?K~9>5Ta#*~U+kX0f|Kt&MqV#}
z@(BUE{e3Rdlb*o{bQp{1tRW{BRnF^{<fBUIA7e~--?X>#Le&J$*{O+@@Ti;_fi5Lf
zpH)L@&4#R8@n<KWb`vK;{R<PPvQrKh$$S_H;lDWODRq3upDoYu-NIJX;>7-jmB=KW
zYD!#E*F)jYDTxM$DZYJbD|8;xxTu<c+daRCxn>$wR@iBim^hNF9t^@kWB-;wPe9QY
z02^PcMYWiu71D7ff`1zd6SVJ3u3A%7OCFW|7M?@s%Q`es)Ix4Jw$kxev!_g^cgx}i
z=(-zJDTS}f5IiugP0|vQxpLfMKdhvNb==iu?~FlM)Ze00N+t*<v2zm^O@_07z6-e4
zV(CWlJj^3b^g=&D_&V1q$qN_0_cm&+A3v_}j{HlhS0deO!}%x=GV_7ni(nBPK$n!O
zU{NSZ!cZi8`HHe!$O9}xrSfcDOeO;&Bf}e9Kc9-oHr0b*)7ff%3Uu)q(jQMb8tq1X
z1U9v*84^8u432t(*tZL(6vrBWsB0UmP7WtYs>a7%g{{?er%Ul9H9oAfG10GbCGPGt
zm1XdWpKWwf#QFJdXw`t@MDazL=?~o(L6+*9j_TjI*x(MC{0D4L?jeOkvcr$R6!uNb
z>q*Nfu}gR9uZ`0sXijR;IUWEVbg*Uin<Yh_BD)<}j~5}Xd^l|E`S_@R{D)sA4kN(1
ziNci~C%%=E<Gomb&|rz(S2|fSy3hwPPipf@0w#U_!K8a+c`R=)<fE(Y2DhM83uZD3
z!w99e6TfVfb%fB=_y*A)We&4Cev{1++Nbv=KHsOa__=Kl%Nr_<Iyf1U>-7qrQevnO
zs|6|f06KOt`)dFc`XRG_c)U=4IX+G)&Dp2ixYlYRTNcmqW>MK&Hd)u4@?XEK(Mvbi
zK?Wg8l%W()-OFd}wr(3;`CNW(NYuNqpRwY%MjYItcy7XWGkv3cpxM14uSI1R#xUjF
zd7*E4mCtG<EkdOyK8^{_c#@`kur$c|Y2`b_rfE9TbX-s$h(f1-7AxttC@r(cpBGOA
z$6Dfe>JBH<s#s@UN`5`NW`*?1j3`OPhM+j3eAFDV2;Po%JR>cH2SBhc&H-Kg=|s(Y
zOCWecagi{~-h1r+kY7Dr*?`fviak#%b0NpZL9GtL)?{y6vjN0^7wC9mIM9c`6;Tu`
zD3RJ8siR|QX7QYV;&*#RvVxLVj%p$^Z~5cHOhTv=?ea4QKC$-Fhm+H$7Q#C2dD))F
zY3pvQ&O;W&VxcKza)QoawNCMmY+C3RvxO=qjD3PqAJZ(2SK&MmA0|J>=L|RH7NmGP
zEkWYKQr}AWYIRBl%p7Gg@@}VCH00t0K{ao}V}Z3-gEkL;qz@nLMW^Kzr}F%}Mu*8f
zV(_&x9YuGgS>qz=bJ4W9C1JW$O*4Jy2>1F7svB`DqTVy`J5MC@`aLDoOQQY2;HVj<
zBA(>kr<HhPR+x&CT5qCvo2TgF8?|QW&CTyY{3Et}e1Ay#>(Ay`>vL;!tl$tjx~xTl
z$Q8a(qI1H3<EIc%DI6XqQ0xwd@l%*QX;EgCZ;&P^mox&KI&1+n8b4V9?VVH=*A0Vo
z9&LT9J%%H_LG@|^E1BbTw^5O<vweVMEZU(p7Zn-Z&lILCF<XJR{-DQj6j4q1ODxIv
zQ+*WEFE=E$Utn67hKIRk=xN)9yVzBGl>@MP9-sYxJIo6EQ>%J$A7!$49(aYnED%f4
zv&<KUED0bZ(&-vy%C|Sca#9k?%T1f3<X^*!I=;U`c(kyvsJRn5b$F9<WfP*W=s_4D
zi$2+mdJ(puBxsXX2f555oz-HA*j#i7gB%V0)QWaM&6AVR_wDO@6!T^9Zn4FCxV?Zm
z47&t>crQj)89#jNZr-j-3Q9RI`z-6#d&c!V-H^rtvoB;32V`nuI4qgj6%`J9k}JlD
zbGo{@Q&;+~BJtEabJAYOGvS+6y!)XUeMIqRuwJ}qzk>mfFpgaJ4NU`~QBcPPMX$_Q
z&KE0)*MUV^;=IN8HbRA8j}?BpTAW?ag7ZCp-^F8?a2asFreqHBP(j{VUuq{G-=g>z
zR$7q5@)^E$V)IbhVu4*Mrc8*=jXH@gmcQHE`*`;-a=_BIQPC&}oD`)-R1@?GR=4O!
z@!`g=x-O#8ti!2@M=<;8Nw0Sp&frvsz${0@oKxVbn8^~|L!E+FCiPlzT<L2O-pP7@
zP}HuE6H1E$atq|Gs+o_BF$?pA&G83kO+~&(m;C@v7%sKFJNt?OSD5de+lxOQj^haB
zpk#0zGbp)r8j2<IKli%a!L@Sgw5)U~y7oRd2g(f4xlP=|?Rr0XG}v%gDA6r^)B`9O
z**}h-fg`q5gq9Dho@=gjj(QCj!HrXY`ina`4Z1qn%Mll;xU<WOq>0OkWhM1P&9$5w
zUPO!$--;#!MMK}+iUyu=a(zTd0oFy$mMT`cw=(XoWmH!475?x)f(2f~PYl2$he{F*
zdrU{W9|6X~b4PH~u3c8&(S9XG&k)jP(G0!YT<T<H7#ISKASi@XqxWPv^iec_*-}L7
ziGzo~rdYh5&0US$_7FAYxOC`)y<tZ9Y0Vt{^CVE2t92p@R(`}OUe_lC>V6+g^qQ~_
z4Cf5&vo)^OtmIh7i4jM8ZBc|4EOE+LM##Grua5Rci&x&iwhEiFl|Dk~;B)={dPg<i
zP_ofYhS!@pC9XO}vDt>FNleRsg7_OFR%uaK-=}MG9~8SsmboQz6fCjyL>BEqW9@5Q
zSLqs)n5i-3;$~!d3FGf;B0<wS(T&=&;%tMM#NCmcOM}!^W!(h4gJ8oX#j&g{ui(hw
z#SKM|Pl#N$fp7z;_FTAl2<(J2V(Yg^-F6^NJvtVL&*PguiPfNfbGwLt%`dj@4H_78
z_k^SNO1jNo$G~m|1w$pBcG?wa1PF6tfRYa#-iAD*_3yev`^Un{sU9+|UL_})Q<H?r
z=Ko45Ev;f%OxqM{gf{hSdnKlR?0(~#(g;SF>n`wXujr0$f%+s^Jk&yaG%ImT2s6x3
zhmKrBRTSyzs>zXIHO-TM+ej-S_m1|+oK|8_ifJZ?zkZj!@e{S)3H(zFSD<`HR5@Mo
z5qPfHWv+>|Cyvi6{ukY$fpbBQSv{)~IZ;y5bYr%a6IYM&=k&WuixC(xsV&7qy0#BH
zV!}^>_3H&>*jVJk%yg^V(NWlx9}4%G@5_Pv9ThxcO`Mc=k_+sAAD5=#9T#M?->xzL
zfcA^YUn5s2w8;n`j|lY9?dK2PFLFs=P$tVXcrsvlkJ(mcbu7^cGok_*;EB@9n@r#g
zlCFp-@qAvlrq<EjHE~A@SuJ3ksM|6P{h+kBtO88i&>C_+eVum1EmrlusoMf^CB8Jk
z!)ZcyVlNYOgu1PNy865Bth0Tfwgj)Xsk<t0@B41fIWp)SbA&ND+&ymhBE1)feQ*@N
zDK=n<bH|e+nE{5@fAX%>27yPh%`9k;$rR%L9f^rFD0`;Xz>IqGB8k@L8ngj3iW)}P
zNb9J4B9}TCEKxONl#+mnZ{vMAc!S?{;p<x8zbch+#LE_cDCaL;FrLZz?Q8yKe9*kO
zmCiZWe%y%giI`{qax?UOze7x<vyJ<dR2~wFy1Hd_GLLGDnT_dBYM#EVTwJ5Gk}+$i
zg<#Zd5*YTD&kxHp9U-#)DOt>oIXn3b<F{qv-P<^6B6gDRm>%D#A$O%o7vT2j%Wn#{
zndIm5t}ujuh*dNQC9IAbZWnKMzOIz)s<}uJEoEcAYYfUr{{{Zpun{J=1s*@B6aFHu
zhyP`+oj*E>A#p*ArcB;ohz#u#BhWB2-_Z;A6MJl->~19xiGWFXp1MTH#Prjul85gy
z)YV$-AeOa7H+S~)qXxYE#?mJ89rGRP{jVGXj2u{hK23%b{mAE?y#Nm+XNPs92IudX
z&ae24qGZ2$bQ$+pc=}Nc|KzIom1K(<jf2&mK)y8rK}D;)%3KMr*%R;7kVkuPT;+LO
zw@cr%en2@t>jHdo&OMrP>NsQ}6ZYNAFIHJ83ZJIM54|2&78dbAPkIctJ|@up{55-E
z*bY>G^SaW!SJ;TRkGq2Kb&Zj&YIkyLG6T783cL$V!e>p58L1zuSS~J{Id-geoR%!@
z@gVB%D@r1i8hA~hXpP{mXk6aJ4RjH7d+Tl<SiqXne2W<oX;$~FlpX}dL)mnL0Y$sT
zIRu}4VG})$kn>X!<$aBH^p*WXeVcF(iMhak1{qNkDU;iM&qifv!&$zvo!6aR|8@E!
z+IsMh5=gU5UDgig-J77KFD*7}1=t<$U%MG8h<ch-6~R&}=?^7G9=&OzvxR}eDI+>&
zv4lhV^$m?3{aO!JD)ONt$?K<`iVwRD&ONI4IR~621+Udo;&VLbGt|sY8T<h`#pW-6
z8Do?i&QIgsi%%jp$&}HFXO+YB`9by*N*t4@bJ!N<+=(T_C_b7MdfA$sJVJ@OW$FzH
zb*}KxXxp?dauRE=gT)E^wxe&=)Rl<co@U^8nDVLiU&$39+1udf4aaP_uo36PNA}oE
zNV+&Sxt}j;$6tr?hizxkM2xNwG4vLHM^1jcH?fAUuq9CO`(%Chh-Y+Lxx*EkQsLxZ
z(Usmj$0#c$#?Ji3Q%o46qlg}NXp@H?mb=f<>Mk=&LHDS{5@BC_1=?(qQma?crlILD
z^c8}ilI%oH)WS@`vJgUNf4pC4{Z^0GdAO_UZJ@7C8w<eQ^Ya#wDT92i?N^?Ebkyrg
zuAJgukJ|?tK+TTfz@JKrZ_mKW{I1KIZeqN^uXuL}%PWPuN-jF7etKhbivv6gVbF<h
zFZs*8J=W0WnH>94`zxrTzR1O7(9LcL_XSWn8~HGe3~t1b)rR-=5VkM)BvH&!mxM;I
z+c49~_1i3T9;MfZtHhjEnN@m!i5>=Hbm<E#1?dRHD0jLEU3*7`THaW|!kB2`R^vfL
ztC0B?ujdF`eod3se5w54>Yz@V+=SqFbk!*DyYpJkm%#}&nnM|Nx6V&7-0y_Xutd|p
zT!J7)xlmAMxO7u;wBS4;IbUQ)e53RDvuH@lluAD;2V0^#DgUR2AR-2TEIt&@dt>gv
zlBP`~)D!+*Mo4vEW{S48j=8MNSB+G}uO8>qYW`KtZa=vxCyXtUJ`hZtjagu3IJc2S
zT()>1ZZ$iEsO)~ujI_MRdz85;p)RJ1re_WrK<Tu}b5jhlOww;`A=4gKs(M>?BLER<
zpsRwH08F*mG=yavRCP3e*FNNfO*~mqt1ij+tBWJYk~i+E6xMY4kh0M5F;sf<lq|O}
z{28g@1W~H^xv94ma(Q|Z&waxfb1EwZNETRyONb$|z_XwNo6+wU<Rpxx`XZdTJmP|+
zZF}cD7aP3>Nu3BX5r>Lo-h4J7KjqkSIPA}bEBf5K!w~^Aa;d0)M)+OJ`#4A?Wd1Oy
zmO;1%thl03*;>>G(IF3XALuZXMxpxfU8UTKm@mhzt}3|nCz3y#j&#P-9ro0S?4-@~
z_QTQSXu&IR!rq4LSw5#7)*B0Y&>A-fcQPD{-@iGJ0AQSq*BX9IzUcV@7L~hgIZ{!8
zk9nfXVkj%^O#rQb14ZbQj<*jFr^m&!M@6BH><>|+V+hBNzLolgJ3nT4<h>oiir`LQ
zzvD^>q@iWx`u@chc55XCoNuR|oXvDa-Vu{N#>{G<6SFR5VQeBAqQo+^3HT0ArNFVy
zf_v*@t5q}kEjo~3@tJ>Uw8*_%WiMDmo4V$1Mc<M>2JVA@3)y|?So;PPQh-b>7KyF&
zQOn5>{E|&`<wr;3Fyl>a!g@R=Vdozo&QyDJyaHRVN@L|dmmz;>pY#bWaw!eSFvNrM
ziA7tha$BV|zrZFH@)`1Pj?sdYwe=uvr14KNdfgkYWIn<lRUgsH4Bw}ZvOUm3<~%Y1
zapl^o$fmA;8o4gT<#6siQyqxn-o{jD9|@dD9&q~7&NtG@R)jGLv0H?Yu2d>MH<Q<$
zT~&-q*Ub2l&bW2Qc1U_Pv*T!b5DJh&4OY{x4r3_$L`wK3N9~dgv<kb^{c4Jb#=L5k
zRcRSBO<rfV#E6Gy5E6aA`7>lkXrWwXZ{2c&Yx~N7toXa}G~If3KI-8}_ujiKl+)$A
zTM}mH(*%E2d+iUam`n+a>vg4)+uQOza77o%_`7697P2~+!av9@Ms2isFQT>P$nYg_
z->Nk!!?<>i#k5E{y?Mh5zG#}-BYhni)_F05Mwk!RLa!<HlR2W}A~rybMh~4cKFObo
zpv7H(yVP3tr%|;A@O(6`1ckpJ5{be;cPu4N4}KID=V!3rh+ZsWMdQ#ELFAj1xb95y
z>Or1B(UzY|(xMReH|>mAu)*?Ca<RwXGL;@l0&Yr*ljWY#a&Xog-_~S%_t|D_Ac6<+
zB6UKQ;4g%^0~K664p1qll@2!rZVQMH{2AYWzsnj8zUg@gOZLaQ9rj@_e?XFU$T=<w
zX%R$1=dTS(Hs;VLIMii7Vq<|Dco0|4F-r31_L6YdZ}gR==t>EqX;*_USUn!a-23{L
ziTeCwekH!}!~+At$gGjhPpUN5H1GAn?iJW1zZx%o_GP^Mf*t>w?sn$2keJFzo>u68
z(_YAkjFMZ~4uJ+xS5$xAI-+?a9Xh5dKK?d7Fmci2gO`+fEJp78WRbL{(ltj5a~~Xb
z8r()(8^^iSn9%@)>#yx{>Dl(xXcpTzn7}Szd%2_iLuPf10B<cXZyu~Ky0DDYdJDm~
z(W*B2S||Sn%-H#lHNv-1lQQSALkwR<IXa2HVkLN(z54jhgbQ|Q3tSSymo;DvCjX{P
zm4{nG+?lFJLK??5P7|MI@y37UBvh<$E7snCiqm+90OR!k0C)FOq?exo1RonrWo~D5
zXfYr$IW;f}FHB`_XLM*XATcm7H!+v7Cj%7(F)}wXm*8CkD3?8j0|<XBNOv=IcS%Zj
zcf$Y!48jaBLpOpT-Q9|GNUL;*APo}I4FXDt65n{vd5^yD|F89ZYu1{XYv;B1z4!gh
zFw^VkbIaO8Z9z&<2%MXrhff?Juc@#97{JFT$iv4cfW^#g0EWAO{t;s_8-YAvU?@cV
z4+D7*5D<=#DFERJJ57Hm1fb^W0^k<}@QaA^i;DB{0R;H?#QtLl^$-Ur0KLHW08Ji%
z8WaM8VKK`?-F!X3j!tkyn*V$Su-UN#_{GFTx&Cqo$hv|&z;-|gKobae0=XhG+5uev
z`cOMC2=4n|A=o6H;BYr_US4l+Zyum4j0fuBD9z3V@CL)30D6BQ7|6p5WDodNFhC3F
z3i`V;9xP^nffE?^w_G3U0QUxZfB*=A3)l_>fgwCRA@(2-03ta+UsVI3?FNGUZLIOP
z0T<w(-T?S{`2P*}kN2-YV8~z2Ks!6As~ZsF3x+rX9KbFhfVPqb58MaN1pq?qe;EQ@
zU{HiV&<hB50os2e4E|yc1SrYs0)U7D|0xe<=K*$u!+2m|mtQ6F{tAQWvLeJ@9_s1}
zg1})|zxXMDJwSGdw)^t_eX>s>P;ZF;KfnPDv3K}YguSO5uOS5N?g>&=_{Rhx!ul<9
z1i=Bqe0+S5`S<}KcL2!8&WZO|cmrQI&|k{G#E1$4{oQ|{ZU6^F5uiY@0|@bf<qrdT
zfdFt1Pf(!$pNjuRSp56|d$1iGU<+~tL$H2FM~FcVe`Cbqdw_ia=6s0R;|K8ldj0#&
z5;0!(P>74~Z}Y#-msj3UNlROk^Y4oP)yc_0eE|O4BEkS}0bxD>Kc9#IKvaYu5cuC=
zbb#Q0Xz+ji_Em*AKmlTZvqiM&Ka9Qp8349_mV+Je-?6lyh^Yku*nSVW1)ngV9pa7u
z|9RB^a{2$8@Ly5>Z$tjSgp@p8T>etC{iXl^sDZ9v7vFyj5JT$;M=XFQ6tM=7|1~uR
z{k^oBAbYT<>;Gz1;XuS9$U+=l{%s=|rUdo@+3SCR;dV}cPs`tO!(UtG0)~KepfK>S
zYX!i~&&T&aI>c((Jw;p{FvLjyr2-)~=f6`bLhPXSzgA2@SOfs{@BsQ^Ar2XVgaQ8i
zh+VV?`TRA+0A3yl6pnBKAj%5_I6ytHew`>{EO=#qiT*~Sh$;Gw9s_t4ej_meuj0Q*
zln;NvtMnTo{4{?fgr)Ys=rO`l=Qk1r@aq3Yi0p>{A~8f1;BSP8V)ri+MsTr%x**#0
zABm9AFNv$`Zx4RNg7AX=fC2zshu;wpnH|7hzxBeu)KE{4KO7Jyj(<Qz2B$wDf-LwC
zh+yRM2Sm_y{SEmMRYU%O2xidV)DgCbC&GVkECS$lL+k?7{tpjC@;|8YBa*{@Q~!lP
zUZCF@gc0U2#EtQ9NJKATE<o5H{P_`C;J+OZjNnclpg;P7pbYnh{^5X#;rRzd6zugI
z3Lpab{?3O``hh(D_WrL4we$4wKwQ#)-64qa{SW@@i2wrmfb6h7%|Y!X!kz2G+rEF-
z$x?Z9Z;xTDu6MjhH0_TPhO^8U`a5Yn$X1?mm$R|2CLhhvStx%#ITt|1@#Xutk41NG
z=;w5m0yvUl|EAn2chT_mw{Axetv!^|@uO(Qi%o))BwZRj8*?;s))eEpn+VY!!QGmj
zSGOIoT{E#mfGgnjB|d#R6+BKhzvF)pCB~GVX&pXdYJne5=wY7eX`pKO@fIZp9DgO(
z7E5vMyJ;SuHL|iYlsnL$A^5dey|-4R`Z*B=v7Z`!{%G<b1xZq_S_=$`MNarqzC1Ci
zqH8_|t!m!GQqPRT5HKUzVQq3JGhtQ|?%5uIMBDj{!K-v9HF`NHr%Urp+Mj=034d_^
zT5+h$gyDTE$NduxBoEc<auEyqN^55wJ6U4Ap{}*PT$;CQBXJf}6D6uiFDa19)%EHl
z@b%p^^Av^qq!%hS!T3|pa60Kbf}ZBUDiiwfQ-5Bv*M8u#<!rlSPqk<AgifCf*`3B$
zy^V7H3>u<qmFy&@?QF)O_w;{fhp`2U9(R2+yPf{Qofe@8b6B~9*(PMge?9KgIZb_v
zJWFU&s!hE(WL%)eCL><+utP|vI9xr|$=)b=`F0yUJzzEaz2(%a`85aqvtp9;QPxk>
zB{wV=rq?pa3<bnLN=0Nh$-i#Y9#N|p(B}((O*z&|iu3TWrv83xGcJF#w_&U+8uhR_
zz_e1HdavfOYQwix`(0@N4W_VvpKO6|Qjak@pG$Cl?y(Rd8fBFTsL9Xfm1lRAc0`*1
zX@`7y2<-?p6M0lt%8;7;L5|(yv^P47`DN1wa7U+H(!5md<4qwuMt`k#3PKg(iUXR&
zA}%G0eisS)lG2V6BPxGFZd3p9@bxR=m6ix}1?^WBlv7p43?tre7`riGnHUKKrAQGg
z5zGmDFZUROjb;=!+P@-ujYM(gHzN(1vk5f>1&`cKJqBJ%78B1+i<RX(&t^{_{CO$I
znkeojaDP>OAa^t=YiLL|!E_Qtxahas>3%Almi_gz!ucGk;uU|9UgTFdYYBF&KhJF`
zbJo<~9ZzHXeogON!QO7MiT2Q~G57pkwmBr1rspv|)KJ-ph&jtxfcyo=oRy1@T3x;;
z)+7(JD1ePC{v*$*fl=F**d>LR`VYUwG=nPAGj{a`(g{VGQWV^i@|$YPsk5kXti09o
z_le2dRI4?mtDk=bvleibO0(^m4|bbGe!xfup4L@WVs;mU=~m)XOck$mO#_%!_Z&^+
zuN?@VjarvC^MRgMtdQ1I3v@u4c-lW!Z&lEKM&dR2GSUHSUFPoaRdv_$XF^drs3wo;
zTcXyTJme}KZE416AvkX}d@GxRj;_lJB(h5x&3+>Qg*bnci&iMh>{w0We#YXRBmLZC
zAT?`{^igwxw_<6*Vc^}KQaJ1BoWNxi$W-V@_*n-SOPkZ##`#l&*8w*0^4dH0+dD6g
zaS}AgFoJ1i-Ug2>yh)=yo{;=4aOpJrl0(bVGKi#t=4W!9axzvT*JzZVHlIs+bK^y3
z70sD#n16pmorN&#mArV(xo?>Tu?vL9^<nT(>o*!ve7{*#Hin;d#U>yZuRLVgpLdH(
zjwTW+QW@)8`CW@M#7IyrVdk+Xo-j7ipMg{ABks$+&KpdI1(a-7balzuUrd_RtJee#
z2^Vc0kJivTU%_Zv6{z;@h0hd;4z5itHJb=`q9uPoE9zqeZqg%yD(Dg_&nM`ugmAao
zXQ0J1njQNOvfk|#J4qfiyBm`>r|90j52{&#EO99f8>p7$#@Y$~nB!`DYab{R%|r0x
zJa=<8=Zgu_S(}3ve+B1klQk`cPDtuGC5nEe`Ke^ToPdH=F(FvV>QODWOq4r!q6vmE
zFO`2lVg^{ekS0dkl+c^eppN13^=ahsp;I^mIcLk%guEfgtgd|XBX9Stx1C`;<IT8K
zrn}?=)Kv+@Kfcov?iQA*VMw0?Wr;+z7Cur!Uz&S`V+%IdKXnp4F_{h$X0XB5%MpT$
z<2~5Befu5OOykyDAa!f!;~@Rw1&N*~$$NimwYbrn*XC_B=Fb?jaG}Ig6IE!+)45qr
zhN)z;#MV~iINeprltq$G0UrXlF`tpyym;GQ?yN%-t{b2w_A_&M&=qYL(7%vkMI3NS
z4PSary**(?D)izZ=7)6nTDuoToZ_+@uF;aW4-RWtU58;}_XCDyFPZ~@Msdyi#Vmgb
z(<)wxz>^dI67a&SpKevn->fhNU3|{4S9jXesxPUty<58Hfs7-S7v<D)F?8@KZJgM&
zXBSiuWr>%u9z}zKA&!;7<@rB;#HurA>p!s)l%>oU+V!bR(7KU+)W91#Cg(qpaS2w@
z-?ulM{nQ#e&&qcFY=<XUj0|v!cEf*(gP&ID3PRN*etO-@p!|riV~8`}&CBhaS7XLU
z?ls4WD1A4nr*`!+d^<P+WwRm6&43Gof8Sf)C(-2elCuOLXCus4G3{vK5z4}*pf|=6
z6+kOm$%t!@9Fl4$-+<Lc^!~fyGtuoxKkpgV<+=XHZGQ248^w<mdKS;OImCZU9yUf2
z$q!_{{s_eD>>wANbsT(?LKA~|CM{&dXj>mC@ClE)%f=bbc#$$xC$0|IOr1KRu`nXG
zeHOKhp+OGeye%a)baq|C#K)_Af>SiL6M-80!h+id$acQaHy0bYlX)Hjw0`&0LLNyp
zNM43AUqJBv#@riT?nF9aR)2q{R~Qad{%QE7U&wBlHWP6^bcqd<3Dv>Q)dtd`45c!Z
zJ|Ergx^PCihwpm7KIv?sBqnxOp{#9c*uI;2d<OhMpt5ZJ#3rCK-5JXPSuJ~b(3F=n
z7HK|Ww0`^Zjgf^~>J065S^tiaq7&)P<c*W`p@qA0g2K~zn*^~Zz{!7gBT*9iR=miC
z7M3!|cGS6az9jo>C3V%0Rzl$`Yi$*SHqsIOXDg^#x2wr4`JRlNY|H{AVb)>a>5hjA
zW%}^tD0)XzHSLFs-6U+{sC00MC|*v7#-1ER*FP<)Ty`JJJFe3~vdND-c+`^&ktjwx
z(z5w-f7-B92X5lTq9%WUu->lb+MREXPv~<6`&wyE>It<T>C|{VpfAYQyYV>!=74&?
zJDAduylUQ$1`hJ6;Z4k61hh2RhT@ByK0TaTj>Bdd0>pS6&`E5XewQ+<199e6Ff!Sn
zfS$t=B(|2NMRmmZNu~6QYEg17qFFK&B$;_qu$bBCHJbYuQL%qIGKz4dCqnb)hn)_>
ztoyTpk2K3lUtUKeExH7|pfsEg`5RVeFLq9>>+dl0l34W6qq1)&X1N_dpL*w{@lt#w
z!WC-*<=$uXwZj)s9Cx2!Lw(fL=m9tKkHugk$+1|r@sH&xHOLQCOV6KtW-(l7u7@!s
z0aEz5KKD(<qk(^#O4u>(YbGpMulDz<3Hzz(-ZebB9`xK5Ol)*5vR<^c_9#V4ep)7X
zB%lt<sl0QL12ezRWGjd6E5`M;m`%v!<Gy@orea)vA}hwhHlo2!Wst#|BxGdH3x*u@
z<KLf$Jve<C{r!9F=g^)nxcHJSu^9`tSq{fhc{Ef=>CS&#8GChop*AE@Grf20!zFW=
z!t&ehg8nftCbggOw$YZ0p_#o^2BlIKS@lRxPjuSw$8nUM)N<W!oK$K6#l=LXFay;{
zsXjm2X5tZFd;6&U1Nj@uQ*)rTH(gY9^dO2AuXt3)Cvc+0{#O2$H~5f2+J=GsLtnoA
zhZ*}_)*pW{TvM#xDI<ZZ-g16Y@Ikqz<J@5pyPamLX?Q0I=1_auZB}1q4x~n0fg0d^
z8yiz2LU>WXU^~lL3x7Ctv$8gZ*~K;f!MO>^WLz*UX2LML;((AbyFH-e8eM@+x_zAa
z2WC?*09iA&=Gjw~H2Zh9GV`h0>jPd1$B&glCANPQc7sYqW1u#?%G>9A@eYowvO8Tp
zdc@U%kHw^=Z-znXdjdDdVX+%-*<be=0UbDop>#fY?(?fg(FuScH)SuyZe<CasFB-e
zi<a4!hPAuaHl$rs%QBG=SNz-WvYRw5vL@q=@ufdtlL6Q2FDb*AXvuSW^lM(mEYgYf
zP1b*W$+o>t74%F$gVJut5|oN_CP~v#+vF()tycJsu2%{K70~(<)wWPrPnD%7Har#k
zuGgEkt`&@WB)NvVrf2OXJ<Ftge~OQkA3W!Z3w8T?*tw@lZ{(y?Pn}che7rnLW%!&i
zt2j{wD=0BG-S%|qnZ2@@5%HCVbIHWSgiC+5q~!;kIEJ_M^<E@3_7FC0E`dBD+`Z0j
zZsqvE`nQX*<EQlQDf{VR3=84yn=d4mPj0t_Dc(3WwHq`QX@yJo#GQS)jEtC8v-F2H
zk70SSWH8h-?N$*i^$EQ*fU#JP``^kKM)9DL+F}Bl%oDkr)U1P^*S#U{(D`Vo)slZb
zos5<??0_AYQ5~W5-SL6V<zS``@8HKqh(7hkol%Q0@)w60Wbq9;sa-mkZ@q<@fFg>f
zJ@Pd2&vcHdTakoW>KrZ4Lwl7Qutb)96wEZMhUcihX%LOeslII!uTO9Y1Wh2n3{RM9
zY_w1_^x#eJlBBW-aQavc$?S7jvgd!m=gC76Vqi+oTq_8828^VBVN*mEB$C))rK2Lq
zarGrD)>njzvQ6tl8__-vmOg#={6!)?%Fb<F&PC^wAoS3cQ$T{3A>A5(1n$U(Z2>(d
zEj}0#XKL339p#T3^9mF^{6(|HI+W^8f%4>2ZnJY?kioH4aRs|_qhUMAGMays0sZKm
z6H;lXf08!kl3)*$UHn(i%5Ofa>e9Vq9xYK<VHnqzHF^%Gng;TYF7*|6qJ98j!`rTY
zq~2m}g~NPuVbn$k+qKDtYPSb~eQcM5TOs7?Q=5EP?o+Yoqm5050>=-vO5acwMIhI`
z>V7KO_{SauITvv{A%mbRuf~5qTQxGF2a4wspQgf`>x~i)u9uo@4ae@?GCyLb-W*@N
zl&{Y(LyyybC-?@&-D-t-sEYhex&u>Ly+C6y!AYN)hAE=-Fnuy+Ri8KybD~d8+RDlW
zM~@oKplWdchXExvHZA-i+x^{5J#SJQ7tI!vf~l8u;Fn8JoltXu<;Z_}0YZN@DlOeR
zo=3L_UjVS2U4EyX>boZ`9!PyHv{yqJdJOHMiw&C+oRbzgqYtxFo(|wu%JgE#3%O{l
zJd$7YnthVq^c_rYlu6w~0R8lJ&-1))OAJ~5_5OEhycWt37M4eOIN#G+bKM)f&U1>1
z<iv}aGw;_V9?bWT4QqeszRP#Q+MlPISlV4pB@~=94t!hG`XUBQi^g>pg13T&ml8$=
zkrE9?T{*EN6d-PfGqW;D%L`uhf`$evi<W&c*iZ@b=c^zOg;9DsCzHo%y(t>T71Zv1
zdJcb*aAz2nI5j4o5U*iURA#5kqG)e}Ndv4I%bfexUwX$oY6^chTyHV@sfc56>;kRe
zJr?iJ_9J$m>ZR}8S!rLnpri`!fWEYwC+xKetsZ2(>wB!^{p@5t3PN4NPkk5G29cn^
z&a}=od1-Klq0u4B@ZAEwOOSqgr{X^?{^+uMHvzz8%o~o~{%M#O1hPdFko*|RirYJ$
zUle(Fk#qjs)`fo_N9&W|VrJgDr2Ts2<-Uefcby@<vja(8$DnYiuXDIw0UL#b1k~Np
z;dIUypz0xRVclKdKdy%f;(q7ATIsq4awKKyU-1ES8umvI2IaNmN09XAW_0^`)hFwC
z{3Jk4v9tC1i5Dz~fj9S-6|)HcSi8WwjhnFlU6{wmb`^j9t({F(I#HI|Le#_z-9>2_
zhb0~0aNj||^b@%JK-?TNf?oHji|Tyw5N@uw!?tO6p_U+OoKs11K$#M=S*tlUze9vM
z87`J`=}hW|)Z3CG<yzKldhm^a-j|ZA5oFoin7lo0!nX&RDF?k*ww4Oo3?Dy><%o)>
zSfhhZ%zA%<zHCcvhwb9Tlu44%vo@6=vrnfl8JoVkoMZFc_1B)M7n(7DGvGzLDB1Z8
zr{btR=Ki{(XiPa!C8ixUTY|(4KSd)j$I)gF4}D2H9be$<h#8HjlRTU*F34b~umYd+
zQIF)%xSUc9rEHyG8>MGk5a#?_iUqw75d*Q;6~lje8y?OaTC=Ymk7qo*3)GMWA5Bp7
z5;iK|&wsTz2jNsC?`$zZJKhscjMH*josK?gX^gj6YO^V{`Y=-PerEl3%bXIG$?|!=
zvq+C?fY&?q3^C%F!JpEWjUP)1oP(ch<1I|Za2Jee<GSqjW{{|XBpW6>6i1W#icSiJ
ztr>reJxPiBZ$iT*j+CB`*`x>MC%#$|(d(FK^U<Y*G7x6;xg{rz1`PM{R`~hj+zYl}
zp9Sbb-lRQ}ZQgE@&WInJ7(GWH${MKbrd(3GN<e0$RppjL&lkEvmSy30y*#MF*PlS;
z)LyZdSL6iHz7}L&bXM+Lp8_OFAt5i>4ds7`a$~=I(EjjJwBScm#6XMHeI(@)W>sF&
z=MW#$Aj7(meP<)WmNu#F#=gBg(-ij^j8uP-ByT<UPX`G#6)Xc;+3{qhu!XAqEBT*D
zcP(o+yME54nB#jj=Sy99^KLu2Wu-qU3;i+W2T@JE{5khOxSoN+R$}Q4p5hPNNBe*4
zokEI#Rsm&d=}#Ae<^5-B%cqZTEJBkg1Fs}fpS^p|y>w3;`(aBtdoSU+MrbQ*!IFLc
zt2Ex*=7pg;t`@6LENYbJLvhf}LHu1uZ*5?>AC;rxm@s)=qpXU#ap0pHmLi1!R3|6;
zH6}q{j5C#2bz8XkWTimDb^g&v3}b)7vt;EXK@}^u2Rrz&@hiO6LC?@|OL+w4mBq41
z3{SaLW`!TmSrD!AzOH_O0cO{gk44r|6ZhJ0u2j&FA~;KcwK}|Ki$3Kfj1Ey4YK@mU
zYm4+bJ4iuYz{lV?xDX`4r<l`@(HCb`W!j+I6YV3jbY;@b`81PAA^j9pveAD}&W=<3
z)$7|L;VP{uw3A3;vP&KzI@>DcQYL&&11gtXPHo>^Dy7O}mw?+y+X88<^{oC2E+bV~
zja#oXA&f)OSsfD0X%7@mY!}33Z>wkWpj|MEdr_mR8G4>m(mtK|uuQglZl#P6eqf0S
zc#7U<ejJCM5M~$;*^?_3cng2(^)l@h;`Ot%(iuAdoFU2f(BQ+d^IlLpeuy$)pK^S>
zu{k#d6{h-0p=L`FRHEv<esn@?p~$I_VbY$m0emBnN^xx;7Oi1Cg97oN+rS=%SNJww
zdPchi1LIg0khhY?ZgRwRO^lXgmk4HRK^3HAhE)Lqc|745PVzl@&&huUxwZ9dt166>
zX^lfOR~j2zI^WJx%?uOC?o(U^RDesiEz;H(<;40|M^Uk;X=uwa@<PN0yU1i8h4I#l
zHQl$UwS0Vw_;X45*$r}N=!u<vqrIqP#<6;pg@ym-{=F83ycGJZl%(K=R{7Zw{>vDi
zhnpLns(SwPZQuiU`P+XXmP{9>Lf*Cx%;<SQ%B_!V?iDOyJyg2uxUUu;kK8jZ(6RPy
zLi@^*`y$FvJkr`ClWV~9ye5?~p9*K_M_g4kTRS|=&MpZ_hS1v~J3!<JnCFlKQ|vWb
zsMzGL1<G>5wltXQDObDgBZ}{9Cf_QDIg)$Nd1aBSqEJ-AyU2eBCsu8;dyOtk7{1)0
z;ygr2n$fE|?w>ePdqMP~`n?qwhj3wypb51!YGwW#cX7(vVwxL@((tS97efcHO*eiV
zI9TTjr(jjUUwPLqxF?Zlk>qSL9R46K&Tx&F<SURm1oA+8moFHm-qcUy?JFO?X;~LT
z8b#W78&H_AN3(zTsy-%p7?@g9;tW!1c-W)A&%pLrncXI}tHl$7(TIAuS3wf1D2CVH
z{thKmDQSZ^J?L7F=aZ|ysDmYCo3ZzXNkV{0VuzJZK*54J=)<{ivT9rVxkrJrbTGd!
zTebs<Ttr_!zEUgixYAu6CR&!vbsp0^`lHt7agLsXp^1O)WZVyRX!@bH+^)<5nK80}
zV2dGX3tka4<Xl=vo004bhUwt^A6vn%-t2Eyo*S!isTjJ2j{RI9((+4S*s7&xBkk1P
zu>SnnW~DiaZ(5D-_6Z5!#o?DmWG@x9JDQ?x9lhOwXKP!e3_3JYwRoPfktDXmPg`{+
z`>{f7?7e?p1Ou}8>-A3NoAn#BY61=vwTDg%Ah8cyq{EGts8(0@U%V3894tdQV=Rdz
z;U=?USNV~4&Xz~BsPVdpT*LWI^oP65K<&ZlyUj91lKN@+V+wvAfS=atfK4QR$h-(^
zL60zuFaF1-Ij4M|fap3NaC)Gzb(t8wfiW>+-6MbMT^XJrsf?>7vvDpT%8Gh`$wF71
z@5&1`_Y04@U`si1840Lv7av#4#b?i+R#Yy$dUP58D!=zB#|k$$X6wnBIO_RL)HvpQ
zX64t<<nNNC%O7Pg_cq{lg|FQ(C+~WiExA{I^iv%{r8ls8iXDpWfBFvi74>N8Tx*Ce
zy<2~!wf`&Jt|ZF+9AygRcApWJlF7{^r9ybhlhb<MEqO*^pI<M^=*jnukhdnngv{1p
zRzEqjE*@o2+xCZq9}B&!;;gU!`Zv=ZdVIO<wB53J(O5qHIW&=em06CD*?yJ}F6f=^
zRZGMl6V5N4Csl^Nu1)U@h1~kF8|RXfCbEAq2n4Q+X541m6$IF%5<LQb&Y=$6A$<Au
zoJJ5m_+3SZf<N8c<9jm!tznHIJ5!V_q=NTjE6e<V9rE{ugJ0Xb=c!rwZ`e9s4_fMe
zgTo)ll+&SLN^rIkOturoC*ajNesEYnmt4x}^b9#r?QX)WPLp7We479t4+&&O9>9Ow
zTlNLH1~#57Lut$`>j(w=ogP{eCL+=Baj!~$7kRR1D?}*i_Y<vi#M8#)O&&#*i^LR7
zo&WavOB=cExZ3oiB}sAasuVH>>^xlG;O|>Qk*}m9&r}Fk-!B=HA_cz})fyO~#9_70
zHP?<WE_8a}J7JMqQa+HcT&6bCK<IxSf<o~LNZ$6iIK4+>qWhSa3j}!;Skv)>3{Fq>
zys1!^dNX5n$$eQYtdH!dchvh49eWWACz-aQ#GAv{PDgtTa&+f!Rx$a`<@^S8T5!?u
zvEb2@%2zCw6hhW1WgoQ3RHNID#_rz}3&27iJgK{NI~)J>IW@Q0sQJxH3~hgtma&-y
zv0i7nW+hw|xh3g%Bko)n@$~J_bGbvDu$N0v)-l_xG32%>SdiMoyxz1KiRVNKBXo8b
z3qPAkIzg2c#$7(E*oVkA`;Atl!NlMCBz_WS=0UYB9UR(=oj%X>^wdVo<6lch@@d*p
zoV__BtCfeFu#4%G4wEgVP=|lFfYb-hrsM&b7fmk@2kd@YR|;8=uS8^U(26Do(NWL`
z+lHhOpuplH8Jz((*)|tXi1@fuF1NN(B9yM$kYzykwl3pIe3KmeHB1j4=qPz;lUj>M
z;cyP-j7pu-5>vSxeC=W^KYAxApL`SMu26)=Wpk6}(bw*(g%_DD8)tvW&*COUqGB9d
zYrzNhw9g9McGImqzOmGMG4B<9GSISeXVdupi5^Zu=20RGZn$g+@%<o_nWV7(0@t^h
zOWSol4PIQb+l|GPm|+ug^qlW>^6G1XZj`h{359zv!DX5KY_OaB#e+lcoK|Yia|TS@
z1eR^B#RwmE$w6jTprL=1Yw}z5)wLaKxz}B1Uk)_TvvBMAThpj2&M)>9Jl1i?5*e5o
zn+xdz!^^2~vR1i~N{!;w1u8&q7!3OELBo%ZP|qGK-lWzs3C=gH>%6b<uln4k$(%9O
zXW=YdTnQIC`uxC)W<{$VE>wZ0BV-`5Fwir42qPm5sz1bSQ*(c;Hm&3Q-mD_oe7~Gp
z>dv&0G`fl8hEFS@(HG8%qVW(#v|gJx4!h^G)jkn0dC2H8liM0iRzE9Gw1u|hJRfRK
z`oL&+mh`Dh;6k_StD^bOWN+Jrff7c>#zq4DcgK>JKUZE=iX1&bRq@SjzdadGBw6+C
zM|H7~6{?u&syBbT0BMT9XFcyB7P<`J9K}BMXXhi6j(Q_R#2hhFuv=t}u?kD>&ZBx%
zcKM`{tMEPgRH(ijC5ms6$rskrg~sV7CYLR2M(^G*)QRc?fg2Yq6=^Ud2$HOJON2)K
ze8mJ?e5HBoqEJKLc)3N!`ljv65H3&DLw)8o*>TPXuR4E%uDV<dZ?!y&dc(gt^;GbX
zVrhxoKO*wcc$Do_&}^M!j3+_cug5lbY}>|;ZQHi}-?44m#*S^zj&0l4ndd!ulJ_L%
zTX&~ZmHtv)sr&w2S4}N}g_l%fBr3_#?KpR<iRy82dggIPR1i_iS>m&vwpY}~8QZuJ
z?xCc{Df6A|d5+?WfX=p3<}xGx6P7=LNS953FrVMFrn7|Z8ekw3Zn@cKH!_Ht6(1O<
zPV3DErwd@4m%x<mU7EZz_L=`x;)%N-Aif<GHQR}lo@(_2(OghVUgj$>9K9PWYSvmC
z%O|9j9uKJEI69byusr9S=g{IR{Mc-NJ5Q#=+<d6Wq(%qjq9h=f$d}AE%BoXVEycNs
zvBjRigrx1V>i)I8a&7nz|JE^k6W4;yi#&zArykHWNA7>b{UULf9trR`9J!YgxV$Cr
zcp*#TG0f&$yViG;${l-^Q0$@-iOmzH_EPG?l%i(q15EK3r1zqK#%Ds8o@hM#biST1
z-Y>;YsBIts$@ixe9}mca?DZq-Iq;nsVAjztdzG6hN>0ReSLg##(?W;0_g_{h9C(C`
zIRK^_x^3yf)&=XJt};<4Q9UN=%y!7hl)Ee&(F&}l@aOK2ZZ}{UiT-&%6};6nuU6tu
z99mx47IAF2uEL+=vG^QhUyVy+0K;~rFJcv4Xgn=};4FulVGp|EKn4mG;|rguEsw;X
zd!3hve`$yKdl(nspgYY9w5t^6=|8NMVgo8bL5IAa+G4Jk=Y*_|c}SDs5<<q7&QCd4
z65Xx^D9h3J5^cs}R;r*MMz3m6OfATMVji3b3|*7$h)t#@Oo5Y7mMSgAK2_FSjqw-f
z_sQeN0x0Ox(D~AT!QXm^0-$)hflv|4El35t)CRGzFzu3Emi!<y^Lse3p~VXJa{)8>
zJKLZeSC;=kS%ow{KTC6p(}g^2SY-6b9lMwQCbs-zwz0`tJq8&U`Y{+&&^8&1bw_7t
z-l7azZWYoA4u|Sytoj~EAT&&04`rNuM%?Wr$xX)O-NSXKQ&s#KikQ_;!_HTQFjZUk
zF|4+W+W0Ka>C$S<8${=Oot6AF$^{_H({W_~-8d}Tw>agE&XKn$QDCI;5~OyuKjt|d
zFrhABFA&?FDb%hU6;07spSJaKxP)4vXtL&cpJN=ZqyJH3<x&CQ=Z@d{Kl{(AjokDU
z5Kz64z?$GFBWS*eQuD~eHQC!!43qrb9DRHd&f}5@6xEg|8*W*}?KI7O0s!JTdz)v!
zt^~`OZI&l#UmyNXxjSHS(1Akq<i&qNkpy1RmCYKs(aFqUZ1PfT-ug0>xYhc;4^sjk
zCU^FGr%;5<2^==fQaGfoNyC{7^v_Rr5s_Ha-5EbRgE<mmHaE0g$>Dmtm@_OFHZ&0U
zm?CSyDWhOOXNn>8D)H|eVggc0y{#2buEEC1eW?^U2AOw0pWNC4!$V<}H29lg*PvI=
z+L-%&E`1+l;Rzq<tOP1@)!gUet|cdbBbD<Lv8VvY4zLcLMK7gUe$`pZvc>${521o}
zE(gIaaB%ARlGx;y*7F*uju3I)j*lMbbzfkS;@Lg1usL|PS#hi8u?Em~5jKeC$oO0K
zd%M?@A`<A&A$t9Vcz(=D)vgH#OUPeoHHw!*(W?K*=9v}XGV`j}BO4!m(i~t9oPsI~
zC$QQL`7lT^iltV4V`j1FF`2#l9E;1~5-pRs8tqqHER3DmKmp18;0NFHR>LzW^%5iK
z)l)_Cz}G@WC^eGr7z5PORZq1*PJ8le6nP2@CZ4(uWpM`J`}K+qTUJX4_h`~ai~07_
z4PQCXK7|)_LE&t=f`yj55RnE~XQXWlflhs)wxNG@!3dYlx{5l!MtW3${KNIXX(;M%
z4ZxaDf5v(Q<GBZCXlFZi7u1FkRu+JijF!_=tn4szkEIfuJ_N)vD^{yGkLP#-N8!fq
zwR0bKUT5bf#6i_T!AMO{!Tw6}ASf^qs~il0_f21cRCX^lKol71TT$|sBQS14N}e}M
zzFOG0OHeuAG5;zGJCv!DDTxt=zYm3*ENz^r8G3CZ4%yrGBi8j5z-vx}3%^K~`He@Y
zTQEq~;4+`+Oa!P^#Ujx$S9rA4`ZD1QtS!>x<rq%W&KDK57yzDLf4gdFF*^N;;1cp~
zus6?YYEUOyOT-3Od_eK>{8{g&9d~(bLqC}WFYP=Z>-fS64^uB44He+C@^K50d^;|f
zIal`?xv5*S=h1i9?|yNi+d7FU&RBSce>TQ{#O8{hoB{AvcB*S`389W2GMyeYv+Jw8
z#)XjLuE|vKVnsC$ZMOq$zAQx$o3XBjMWW}}2eE!wn0JPerl#NYu-!9Z1@jkaS@74L
zjqs%%9>?Uc3a9h<xO0**Mq<x=j=M*)p+8`E#<C$@FoCJ3u(32p=0EK@Rmf5xg;nzD
z!3`wSa{=gmOHC^5iPM(Jg6Fbj*`SQ=>}8=kecO4TW2!PeWuxr<&s-G_ZBj?|RL8@w
zlg7prv!(U4`waBJ?P~Tz2u>ep+|{@8<CXo=DNp|$&}b~5f_y`rt8hmGWEQD4dcTQA
z!dmyDIJHSJ#H>0$iY%tVEyZQ8N=ELB+xaRlf&o*ZTF|!}$vTsI`0`u{kcDOc<SOPX
zAk8}FVJHgiSFq7rBo<+<Sv$iYnx{J{s7xoU@@09!(N->U<6{LGmabl*-F%PCKscgL
z6{{i`ct|rLvrtTr$xS{tO_^x~k3hLJ;Ibjg*b7@pe~tUQs;8*6wqUk9N@Hm#UX6#=
zA_DYiq;9>Ujel1Q+#Z%?U@g<Scb7nPz#>a~!Y_`9oeFHwSH{O0`(PmPx{LVNhX&hs
zDvc<YiP1TuAR?*m+6-0rWeu!?@D}itGxG{Z>ykrR)Rd%)eSw85QC5^Iy;C*VDV0t`
zXZkR+KJY&kzl&kOwTRvB+hvDcYI&K3egQI0jV+z+S;erik@z6|q9GcvsmlX4RDh^M
zuAZS&sRwH<=t}m^xJo7DHQ8M0-h!W^J`=-7{|WoVpGXW~{;Y@SK-!1A8Wv)SWsCWg
z{p+Qhon>6bZqdPn#1$1F6EXXX=b-a$RKIDq-2R5SW(+18Vt=(2)XC0s%tidQM*yI<
zb~i|}gq7a_J2=#eh2P;*VmrIi`p~2nFs>;w-qe$Q#X0{@a!^-tc#=)B?d@ibYR5)7
z^Q*U9w^Nz0>?fsV47t5945aj0jBLqfCCne7U|w>;D6DWblIENodhTqjESp{?;=6@&
zZn%&(ox?akBu;Jd^<rpzmsDU<zXx<g#`n`raU22F_6!O9c;~|ny3FF`Zej9Gt&&Hu
zrQjY?d5^8yisj9Ec6OYr3S}bEIeo#4pk}YgOf1_Kdj7?%J-%V>D0%y`&x|2pz6ylK
zPh9?g2%N0{m%s_b%lqG^WF|spMh*_d|K2haGBLBVGXJMX83UA^lkI<6lmUNDRd844
zz+w78`ZiB@5TbedHaGwJlMC)+6MEe2T;b~kbaX(3?%)%)hKieAWlw%?z29P3vvpOv
zEtcz+p0O@!o3fE3JBLw8pcoxbf|-~df`(C*m4{n_Y64ePT})P0*+{6UoEezo{3Ad_
zNhTkig@&u&f5#M`L^j#`Fan@*IQr#N3tj*<(6a*(@&JtvK^`0#n}XNXH{5-tLOC9Q
zhGn(}{Lnckf9RZeqtM|}a7Nd=P(O4|Kd#drec&cD7a&3g29ACGT_9xbIFcVaC&CY%
z(+0f3muq%%5F!tP2{bT^?~4Mw`cHCWBOd{5WM(E#V|X<x%iye17$63D2g0oxq%0sy
zFs9~*&S}32B#Ns2Phc-Cz6|J0&7ibL*9r;NoC8%HX=lg)lpS=Hs|&1cB|Q)qnBf?7
z!Q=o~>WQ$UXY3Au`V08m5)o(=?t@|zPynC+S^q@0F*1Xw|I1N-545fcLfgwu_$Q%=
zx3RH<g`{_I`h#P35HJjVhho2H1=7sK<V*CS+6gVFBm!=5S8yu;lRb&s_cSdxDQA$m
zO|9uy>S@^&l>GzeT*5Fpz6g5w51f-^^rHA4pY~hl)|)3RGkcl92Dq7}<%Mo&V<<;-
z0O4W>Bmwyw@q8%gVZ;pD3BsYFq2aF130M#TD6S(Ned1aeu)ufm8^Gn?GsVE&*>yqm
z1Qdx$MQHyYI440uYGODI)Xv2T$lcRh%RT@Z1qq4~GLs8b=68w#Pm#c?{v=^!&+P;n
zXTT<~R~3UW6j<HY*ZXm1-$Yir@P!TU*T3&}3k+LTcs5DT5P-<{KF0sRIn!GGfymkA
z)PUlWQvsO0Qv)zJU)wU{<U8LgceNT=Jg`uIp05M+xgWO+biY}ko4z&CxO=~kl!7{C
z7@-8;&37I(xiqKr`2T$OjC|F`eb-ukXCHo#^nPz=km}mld>Q@wO1=9wN?QrA<^3A)
zOgF?lPWAoabJ_%Nei#4nIrWSc!=himAICT|I{`MqVcEq~0@YwVk^!5)kH!tmSt@%%
zkL){!uag^r*Zq@-<aV}a;Qm05j=uqX7`)A%z7DAzz0xOpbn;T!-nL1|E+&8QoX^qG
ziLeHHCl-7D4^FcTVW>OcKAJMlaqs$#a0Z6Wft)=-Kzf6optOWB5<T|Gk*K}Ick2%v
zdjN>Ku+QJTKp3|IVVJ$dw}^XY;B^vTzXgFJ7YH5_M0XLr!j<13yWj{S?+6AF3>4o3
zTY+dZ0RJXV*S-n2QnSbb{~~7|5WTqiE(iu+_gDf~I$0ljFc4z4F|^kOZhLs9jJ_CN
zlmt%n<KTOZZXv(Kb_8Al!eNp7Jtqv*w16LoXH4T8rq3zki~f!1==%@e)5`V-<XN=x
z<<HPD`O_EuqC|cWTZMTwaXs0y!H~TA?btK8*2DYY#!d)(ETFanr~+Ic<*uX_e3L=H
zC^gL!jP)RoqCb?PO=GstPw+fa>>OTw6?vztVVHA_{)|we`!l>s#}{ljrQ<t5y+^;`
zJ2~UB*d$f}L{EtCcMRb8D_51#+0keA@MAgfv4P@y2=IyEFL*`BQZ&RBh6TuTl{GlG
zO@@lcnV)V2+OWK<X2+TL=-#zH<`1_ljMn%Y^+49fkPz7=C@Fl7AgUO;K6!nQski>u
z#1$WRS;i#cJ;kIX_c*6Ezh?;GxrvlGlg}n}Xh9Z{aEH$I^qVR%sL-7lCR6*VTruA_
zul!Uq%(-xwKII?<-b&Txx{6vZb%g9_@uR-{Y{P`Rtb4#STt4xyB@SL4dOkr$QJNGz
z#XrALv~#uaZhl7I)__^*IrJ-v^Ru4&MCKJN;Q&CKMiywkk~10RBU2?{^pO&MenJK2
zd^6rt|Fl5dnHx~kfnuIvWt;l;dj5;N7Juw281hv|VlNeq#?7SR%G<Pd_O#|vArs_j
zpTg6SB8}T`j7f3FzdfD8KeISX@>`0&hl3v1HmoJ@soNEjPBN=oh=g^;H`EDDEm%C_
zLGr^oI-JGNZ=5wX5sm}kZ%a{ZAx>y{=8Zh}nifG&G`2v~d{jFr`bGjrN`g~**Wm9w
zoSAj9h(2%&!8lP{w6$KRN#^EuW0Q3Mit3xB8Ljl-``k+neBE(SQOPatjjMH;lABZE
z7{_+%?D<MBZXeiq&X?i&qSiwYNNG?qDK{T|Vs22jW3c3bNj(fur3u~k2jksGxNyCI
ztAW=}65mNCB{p@_Wr4k&RM=Gr#L$(0!2AYcA8~BLZF`beran!0Ut!uFQ;^%mkmrg+
zZnozY3TQ3&vM*8rjZwn8&+p{)p{Mh*D7=swE${+Bd=p-n%}4i0;Zgg=87XygG=CUe
z?FG7GJ}t@tPs#&~Xo0O?)G8{e9t&Ol4rG6-Ty+@It$BmWo_Eoff+G8A1Io!a@(0(j
z`7Ney@=!FNph6}bhgc|sPl^7ALLKx<tDWyNmkBVQV92^RUY&uQyt&pijX|>ZhtXQ1
zt=gvb_kz)=`wP|J5KPZxwfN&xQ7RuUw`FnSFiF+d7XZNBboY~};fxSWbp&NRzWpN_
zJxZOtob6891*Qgz%_%}i)&7fok$PP>)zoIqsaVXh^st+}DY$qX2>@RXrmI8rWhKee
zP0KAK$RShdib3`;k(g__x)Jym5EoutxHruWy-q&=Wa}fV|KwT`_~lI>G7|`Wo7cAS
zQ1Oi$^#xFgnJ?Kf5gqS?(mkNZ)Ud7+NHhd9&R&`Uelwv{Jk_yDmrQ&piw%|#U;n4H
zA#aeB_viF0b-gwhPLch%o-NQaV4Ak1EP9^1pBNp%7a8lOryEy=5~KBu=+J_S%*?1!
zI1B{|c==k{!zmTAWw(30x11%W!L;GpGgjly1qwif?sk`HU=mPj1>0gA3`>nh>X9Cs
zptFSdXA$ct8%|mw3^)eXgBCfOFN*pj@O|?!MY+z(eBiCI6>Q?T)fFVmOqQus4HC~#
zztr9cS^}5~35OP(mSnW0)@@)LIRzyYaFful;|@4{Ce1vUcf=VAA|_|Gk6_AI`3rEO
zT?J%kV+1&?7<m>aRSP^xq``5nt?yr4iooBHs1O4>KrWFz=#y>b9A2%QqE2n&X>hm7
zlCd7V3eEwUuk>h*3<8pNws|MN+|#CamGFmli>eIz-lrVfAIkPfkg|WF*n(x3NlkZ=
z6Dn`u7l%5i=RDP8Bk)zEivPp(z$3xlDFonB)-1lz;?1Z(#KhXf5Grvc>5S+JNQ+a=
zW>RwkDUJj7%TMrs>Byag+2EEZKT<y_dJ0LhTK_f6!lDc)$~K!F-De+r|B~_dv0fqd
zDQ4-xYLdG1^ewx>H)x>M@{2idyAU8ymwanarM(xS$1x<lp3Wra=}lnt4f{-S0s$-^
zyC|Atb~1|)n4(C5oZD-b3g-W-Yk@*BeK@f>@SXNyArCjjLmG5Uz&#?sJHnNJ*FCfS
z*x}U=vZoY<cuVD{^mB{-y!)fv3ewXt>>k~50qn0ip8lh3lA0+m;wvs(5YpYTGELL@
z{xvIA#qK{x+NegDg1Dc_V+_hMk^qpEJ>!aQT1&e*L=iR7G!WAiiq?Hd4}q+Cf0*T?
zx2_QnGSt<a;g`lL+;wuk2+xzGHA_w1;9DVOvr8j;exz}(m9)sZg7LFx1OISsTno~B
z-cjrfgn-ORB+$__-CTXODVTLDDZ;^EP2>FH!Nm0soX2>kV-4kgh48M$AqDWHqM;o@
z^us3GN~ym%)|=@Y*0R7|GzFGm6R7Wa@6T+*n$9$ZP2@2A^Z6aN((8ycTI5=V*sh^s
z$4xvDF1dLz`7h-6toKo!vhv<~I=YY`b_S(;OZGUdWq1Qg$M=K8NAW)r4^pIuGD(e~
zV@ApNmqff*=<kmJb}HdM-z`9hjw-C}gA_rw?2SZ#u2vtIFKa8%1oLdp?eZ-Y+VW%7
zjV)f{->M?RcC`fud!P}AuT)OMmdwD-h_^&rU$xkqez}5MVTh43y%KcRXsQU2{*_s$
zFLn35Jt037(3Wzn(0^ael-yr`iJWWi$YQL*%;zm)am?<(8I^Ss^Kk$KHp>oZCor4l
zT_DiYvRcg`r{o(6RjKI)aa6on>+@K&!$P1Kiqlmtj|t(<OJygPTW+ar<fNq^S~DJv
zBAH?Bk673YDWpe#zYc8lqqPmKJ9dlNer<kV2pudw8*6K@F*j<7qB<D4<XmWcYX<3|
z&3)h=rx0u_tnJ5N`R)MfwblwSY>ezumrq3=Z&|r9vvQ)xMeUUjs*Jpp@XNcG=^qor
zXi{5RlHcL;KbyO3?{Iy<IuobzeNr;oG4kvy117c9Hm0cGb>1lx2G0woHc5y|yC!``
zRuX*Z-hOxQl!L4v5zAxq^sz__((G4Q#1`RP;ks4$P?EOZIGq9fJcZ(+q2t?$`NrgS
z?_J8{xK|ua<CC1<7jhWu=$`NLKjo}nA~rh32GX6MR7mYNGY@2_q`uqDp&s+DghNHL
z;iX^lBkVhED`67&+!8d9abGqjMI7pI_*R~Kfm$ue<w*j>hx*@sIWwC#{%JEbgANTv
zZe(|!?qT{EfC>Z%jr}TA@e;9EA&dO*;Crpd;Yg;VhN(2I8ae=~lmY!_i)KZ@8(y!B
zfHB9~y^zjm%`~1so!1~W(Bfl04sB3=D8JumQRraqec2*Q)F)h}c%i6m)~m>R43Aw@
zrbgL2i*aE|91XG`D+@UB)*N5W#dL)i7iH0L_QMSd`w7O2x|h@!*jefajaR4i(;;c5
zOE+UM+#|xd#pXoYe8DxAvL|N8Fud+1XR$5dpbfCIrE`C1DkgbSR^OR%mdm~hh2#Co
z_`}@Yhm@ivscA8OOw=%<ilQx-8}C?^F@cGx9#UMlchXB^AdJ6VKDg~mp@`l!EGVEM
z>k+fo)$9qlhk<>gd4(H1W|Pnj;eGVkM^9f)7GVs5Y~z6~?lFiqc!*7Mhbire*$mv_
zBf0Bwy>BSwVX`a{l(xF;3*1QLh9sv5qdrs=Pp;gmm;a3NGZRKC=hoW(wjubGEm=Wj
zd+O`oTalm%qX*VbEXsvF4piZ(d953=?!tPrueb&z_}=THoiH_<`Vq5x^c)FZUY&SQ
zbJNJ(l*oT+n59(+scSstF%I;-ZdS4Kn&R5s@2Kv!`JQzfeMaM?=mwO3h1yKl<f1}D
zBKlLP1o5+5HY<2$$jCb0f345OlL}jH1cZ6Gprvb83A%P1CUht;dD7<u1U*$*k*azy
zG}HpHnBgq1#4W3_sR-V2i_t3t5?Q286qN{2|J=s+3>a+}f}S@Z<R|5n?|5g${QZf4
z`FMAB%MCbfl^XG#i4~K*kLgJJvAkFD_biy*<b)=Hx6@0#vz8mYRS^n!3+Nlu5f-rN
zY1LIyAJ`OANu+vKUd*qPlL-{b2O(cPxk3TVs33=N7Fl^K^!M>eS0$15i9r{1=06@d
zG4{8o-r&=)ix-G*vd|%x)JgD0C$<R0Lb37}63Xn44Z&-$^=!aYeF(eNm4b+OWvWiw
zoBmX=`NT%ZHOj_aw5r7$_Ke#<nQ0tdb#((3B5RMjig5Lim42zshW6FJUzUnBR|W&{
z=wZHuF2Od<Y?U3=5kI$}z$;Vm7HSCBD9b()u8GtkmGZ%_$X}-{$?TXma1ifY&l(G%
z=oj>K&aFbmsg474Xw+zZ{xo#4b<F0seKeJcC^kH#&le^}m-2N#1!uNSo{`}@TgJh>
zHm%bKC0|C8)$KowKW5O+Zt5tiprrsB(jUd$+x(!hE&I>&pI^m%i0YSx4z<=}Tip5X
zXv-}kDjl~QiH=6<Az@^8&!5b0+z|*2%o{{2wBMd|eBu}L)t*vkfD4N**uheZWhT)B
zvV5E5sVd9A_LdzrZPK{fJRuskx26+C7E8@(QLYw<)PeCgbKoEyH^t)*gN6WTA{!vy
zO)6xyiZ7TGBb*r8fkRP2@9{16S8=W}Vpq9+uUni+O}SN_v^N#$P!IyR2dHztx7?K=
zR}i}NR}y{A3cf)g8B+4K&cT*Rvr9P*_QjG!uPeve`!;wv7@Gpz+8Co_vr*Nm$jG3!
zmP?Kwe;&Yk9?&$yc^e%&??(YOBo;j5(bDs)u22by%4{e5h=5tWkclRlMuLb<h0$#B
zRHI3;VGnq{Uwz}ocsVtvhptwFuvmSr`l1*9jQ;x9N~j4ZV9g!oqYpc1(Af{aI^Q+A
zixg?OCeSBYpI;nfVcgU+-m<(^fry%M?rMpLyHQxkbsrAnWYCXFqe%ev0$4$MmS)d*
z?Rr~On<dbHt<+#g<OBLQRogq^I{W!Pj)_%L-U!=YoOuy~sk+XSB#JsRZWp+$a5&OV
zE&B0XL1<omRH|x}2ZkY3;5TBKuY5_@FCjW%%i9mO{1;R8IMUQq$H$a~F~ek-N?0Rw
z2bc8_jk6&+<qMrdZ{Pv2i3RU#EK5s$507eJu1cR6B<R;uYg2N6nd_T1$<PUD)GY>q
z1h*<i4~c&>uf@#l12veHIz1obOwx8cSXt-?9EzvR3Gx_#T-y|_{xOc&n+D;IJLYkg
z{a80#@E@AOH)7gvlTO;N+MvgS|J7=7x!QQ5nf<$^bofb_=<64N^qDrBWw(XLU~}b#
zyHxOzobfU&!=Nv^9wF-m`BmP}WO!3<fuhgcGKPYbo<_yZfWtTl+yZ&+ZF3$HJjLKe
zzGY5)ST&8-ym%j!V3?@Jl}&m@kti0C<-Hrsji;r}SJzWO=iyc=JP$n9ggUsV;ME#x
z(i^6d5d9G@-BSWUJ(H-Flrp7xh7iS_WkKzK440PWBM?7e159SPb!i#lp(#6Let>JY
zeyyz~dqsxNE2{QudHeOM%G8XJUjs|K$&;g@eX_|zE(k5#H*)HkD5}2~+B$aJrU)6N
z3C=LxOVhE1hmuLgD8Dl{yr#MvM(f{Itj-;aBm03ORsJjhMVM!0ya_9b2(NcO7WrCG
zIuhsg%3S3rK2tFAa3EiOH_c8!#W;_}R<p;l2a-$CNaEHnBYP4^J)|IiVb{Z3R#&M<
z_6N+tt1x*;*>N{pIfB*vD;frI)kdsS;$!1n8a*=lW!15`a!~y)Sxp7TI*fTSRI%Tz
z8{R`GQ)v;fXfzNxL(Pd>i9v-=xn`=DTQas$N*|IA&ByW2jLlE13XCa|;1z%~j(%m0
z7C?{9-7lF%>ZnbWk^N=~k7;#Q?=v(|;u0P{snBr9#~AE(IlLUVsQc<e+cd|c!Jv*I
z5)||vA>7UM&C>jx_><>T@WsmE580~OM0d`$=zReM`EhR;U?&v1Z|}x>!gtIT9Tw+E
z1cY%BUonu-?5xvOFib@!I$e7b<-D##iCO!19GT)J*501_QDsY>BjOU{Jx^7hq^PKH
zb@F|Z!b6)a9|`yvVB6eohkGnLPBd_L2&l9nUWclMK*U}$V<QcCm#KdZ?K-|QcQ8e~
z+tvU`BCJNRSxR=GR;$#XB<h3>80XVY&?tUPN{q=eprz5AzJ=2YFmLZdje#RO7|i6s
z3+5_s?%L0T?J;wc8a_`51f;Gkc2Q%eE51+i%#XOC*eF3GN(pLLoa4){I?xc!lS^RR
z$dViM6n-t}Q3q1$+!JHDoMZ3#+KdF>IYR({^|<3Kp1(pvizpQhAa2})R86iufe@DI
zjM+jiCp^#l3GgLbOeECIUOLTcdrZw%qvE`L(0e30oksFpq%H~izxs?2iYN_r_G?7O
zevSP#IvCo!oPIo_YHYC6e^NQDGSk3}Qy{2A!ghCs;!=Ff)FCRLb8O%=Tsp5SqS6DT
zb!F^xx=5#Wn}@W6rgV$f-#IQXy}ai!d-LP)F4?(fx63BvUn^yxU$7~ldGL!RLa1&i
z7dHz~kin1MMTyWE`Xh_n<kD`RTAc2fbZDY~6*#sO@p}`*4SM=A;I;k9U3@E^-xd^Q
ztA7MdvRpl+6m~8Uh9by+?$RkW7<2@X4k;dF_07wEPjXWp@Pr((5#ZnBsZ-=nY+x7j
zW_%k^2twtw{!4GtJL4sfgB7oKawK`Hs4Pxd8ziLir{9uvo`feFsOMbwboo~hIOngj
z05vuWlZ(=N`IPdC;=lTK>ijJ$72flpRUN*Nyp43*-OEb=!#e*_sUue)4xtL5$)t`K
z8ya``CwQ(9%oB;5>rF+*?i1H-xBf}yq?Ora*zsFX^`)i1>)F26in6?MBa(3WmAm}C
zl<C|DuZty99Yd3zQ%dxi@~~U6PyNoQ?&@S@6wdOMV2W5za<wd2X>YvI=xiJ>&r9qg
zTHql`>inv7B4%(>bo8Ui;RFjHa{td53F`6c991Ec?`5@Ndm(ChhNcy@A<^aV=vWO%
z62U8x96lvXbV_l8lGlo35<T7+pvznr?bLL4!NVW>LSBkkn`7%3%J#1@Jk*plYG*3@
zSxXj^Z2Jjh96SCqB87QY5pz$%swgbxqmh;|SiPEu4G~5|C%2)=)q?~e3e51PrhfXk
z&zb`|DMYTz3%3FE)OOJ9b2)zBduHL|O;OBPDy`xq3I%j0L!z7J#uBz@y`$}(tm7Lg
z(ghwUE3ubeFpEu$=3qD2gVXZj(BHbir@+f%J>egUogjiubB7y<9j2<?9#4TqIv*im
z80wk$bUqeiFIR93iwOe|{YE&Fnk-4#Z|r0VTxIxtoKcUZCy2SjRS6aAZ%darN|9kt
zcO}Ml8`NW(UODxB?^MB1V^N<uYVul0e#)Y6^OOOlvIgakRf%p={A<COv*h4@NRW*(
zYsRPA!_B>1rnSDs<mly=>^bbmY5R2s9NkAL)M(tXJ6z6;Ty+Q_0-wkdnuBtebGY(y
z<fg6-<ooSg1F_}5%DL~CI$zlTTtkzj>KkV68sS;zx-J&<=YpaI<1OOH^j?sO&ulzs
zHCdqj2AnCar!FnDr*rk}t`L(BYA@H}4S{12ppn2Nho`e>a9u^pLRBj=gTaq<#m}4{
z)YPR&Jb}EYKm`pj>KN!~-inJ?y1Wov<F2nJ@w?Y7msVXhv|`Axx=E_3qL0_@<ezAS
z&7m6a;xNvDi<F@)HMjR>y&+W}s}A;6Esa9)-CWTZ7-Y`oDC2T%6>u&E^yw#DAOC5(
zhU1mO=N9;fo@qo}5_DurqYOjdAzc(Hb`Zx2cP{RNraA%;tKi;C#X~Q^Hoal#o*GG}
z<VT_5Fv7*(!|6=@Tv=3<Y4kO-7*F+JU^pcT9v;5v-(k)sszh{5Ihk0hgIEJTo_`5J
zzB>pNj=)Q=^t-#M(P=5)<jxFbC%fEbfhgk_NUtRAM=H^Z!Ep`}r@~9h2H(sxSx$2R
zStbtkG7tx_!qHkpy6W~!i9TAxpxySocJj~L-q~SjhiEl<B~sdsV_9U6a=|T3AJi*a
z!h5iini=o66G@w24QIKNE8gM*mI-FAnzB5`?+_xNyu)P96JrrkhI%)dLjT!4$iRv9
zm5FMyKC-E_m$>!vHB?j3`@^c43Xr^U{{DNqlj#ireF-YW`HO@v67t&>WnryVo%YZD
z6G!#d8d+18zn3o02wn}5i3zSW<x{k)46?;UHE`lh4ng0lns>4W7o*W5|EcEO8f)>%
z#c!Z67<A7)i4CBPUAr=Tb>?x>C!MumdMtO+1W2&!N+t{0?rqK1YsZVmpoQC%Lo+lQ
zs|G3nsht3*E3R=SE;P%SZLeIA9x*uX^4#q5ACcuw%>ZWWJD*0=_%*aEJ0nPC9CS)Y
z`AFFwJLc?j-lHVb?D1Z?JqloPC$u3YN2g`uDvKE=k8FhRywS<=TP=^lTKU1f=vc$S
z?CAc$Xr0JLWjltZdbVo#)5BpnC$b-x<dGL()LHl9a|9ASGrn1qDk5YSk0*Tu=p)})
zM43W#3|X8-%NXze5hW)c6#?P9p$cA*i$V$h3o=uco<marHR0b%GvRRW1V5MAs>Ndb
zUL92Rg`?cIn}b1<Ak!4$;1-B^^}eJ`{WYRWPP5dS$<%|FH7ZU)s^~dbq_!#+Og<yv
z^gYuXk&CIIy-iE*=LB%XI-D;bBl)k8fJmi#Wuw~T;-8@!`!uLgQN+Ib*p8Tcr1%fe
zBW*~KQ2nIVXC|-|d0;M1W2FYgF$%RA*8Ryh{5d7ak-c0d4+=d1sbTfeM{i$BZ%LtE
z%DzY9jo6Q@jfr2AWh%&)_yUP%*JvNWb;-Fk4MxK|(_)ZZ^07S23?(|6|Fy1|r9V8U
z)JI~!Xcq*zUJYHsEdw|KvKjUsA&)4wSG46I^TofedNl%W+ZL5a){kDM7u>8r`n7=>
zbaeIB<*Gffe1OKO(ME{3C2!EYwN4Uhw~LK^oBYvxVf<PFD|;yH;8ub*mdOJkyDRPH
zU?r8YjvT%kJD<NMw}ovn!@xOW9_d!dItU_Gk>G53k^B^5N3&Jhn6l!}dKgs-&b2yA
zr#>Z~`lM~o+aW%|o4Xo0G3t(R7469Xq1EJ~>&Jv*i~_S<YX<fAtHX`BN5^IRbK>lG
z^=P4UKFu%82^^_q{c%~0R}lfk&AUom@oOc3`YyAwkqJDFK#=@)!k&%p?k@YsdvE^W
zQ*%;vQc?wGvfxsq7y|bd)@n)>4OL`LCy>I~V(A1e%pU7)7=`V)TPlsNs!UpsMbi+4
z9J|+~u}b;YRV!ZkhCopf#5R)dGa+E);Uu$c^B8F{mblZbvO2XfAW#h$sf^PDeS^z;
zVdtD5c`TU6iNhdgqW0B(gh%U=lNny9lTNpOSra!s5M5t7Dc`xjwfO5)@F)<}E|lG%
zb1g^xK*D|*8^+^S_(^*H8ShkBJKSHb^V@>+=E`obAkR<%qnSFg6FKSuUK5^2Z};<Y
ztF33YaBn~VP%f{rSLYVMM=ZiVhk0uoEz<Z#nBk~VYY#t<FYhwFWAlQnoK(|c<c8$B
zOnwoUqU(5$bJojRQQLEeg>1l3Ly~kNGx9q$28Q2LWs!TogV-_&wAII+-l6w*`}XU_
zRuHsKFoyFu4D&02R#0f{7T93+#t636uXai5YpsK8j$H1$C+P}+up~jPM=E=^d~RFU
zoNtuPaW*#0!zirAL4)l9|Be<hq?OV7qA~d|b?7Fmi<&zYQ6q`b8f(J4$uYtFtuq4}
zKhV4SNp2E<rRGz=Qy*F5aK!iF*f(^hhru7aoF|2Zk*F3Y%-JdW!gC2+r9zM22e<yd
zx2B0mMl)a8C!Qi8K#vo<U8%o*Pfmeqpsdzkki|h~xPq6Vr%K+Dc1`1?qkfa9@hFL4
zfrNb(^K>3&X@XFm+=tm4jL0$jbH7Ej&HGw*$~T)V`_fgOnpABG=gD8^H)KN(w@KR`
zUEUukIaO#y^0n=~tp!#DB^upmseaVhp5#$<Bt|<#0$4`C*O1nG{mC>4!)52D89lDm
zd-W+r<#cSV$pNPT)n@V^t>mj?B<=#(tsz>vKS2Hla?VN%OLQ@cR80~ihJ(WhKAJ}I
zVc(<YLe8vJe@xn_2j8>jYeO!$P!)P`XD^1()-VyCdMnvVW<pYya8G;Fj1QtcK$gDh
za5?iAlz>D4eD}f~wnR44ljL^!*5?s?1T(~Nu0ax?+QmZb;nE9UQZ7IC@YFy2=x*+s
zz5JTpiwQ5!PPt4#*JIr|PK#1Ci*nV5rsWGfz8kgMk^wUcq;KtV85$y_(v+Y}gKOeV
zC5++S)V*<4iL&ju*q%19ir90)P9I4Ll`f8M?cMPJix8npY=1SlDsUJ3d#!58G*Ix+
zB9u^&XHf7@;97J9$ZbuyYOtsp9C~*yVV&p4H&y-#O3k)w3Q>5;R8bEYQiv}o&SZBv
ztrn8yD*f~3ig9Ai(VUU53W2wnQEF$#nvq78=Q6F0P<4?Pb40DZJd_P<PEtjL@;xrq
z==W8Ck`q<^%r%z?zfb?|iO_@i)#Gy{Nt_{H_ZmokcWH|Dkyi5Db-ZX}2jW0r!f=v|
zN`Zx}$sDMw^b!#`h$cP%T8$z!7)h?>oL*>?EhrXJ7bL8j*e_1vds;b<H|-7UgBNNs
z{?QciVI+YyBGHxS6+8rjq~KlD?xR!VEU7BMXE75z3-V4*#!KhdPk?_(YsM4|hGRV>
zg32eWT*za4A$k)h%l!U64W2byOagC|gd8~&t3FkZ_vqZOv80fJ9cQT#l4eeWnZWP#
z7mh24i5Lu86IS5)IE58=)o*4_(FKcMgWB87(i)z{uQj<}*GZ<aWmFN-NMtxt|G@G9
zaSQvaTruGO^GXDH7Ru$3#u%2Tm-sy8(c~obf#adxaeKFUe?n2IZ0W<9hfJDeQ`IEx
zq?OZjq;Drsb3_Y5$FlK^Q-AunbWydZF-H7DDoaZmpS>P~77=L%9xo>lu^i7~`TKQv
zD}>MmVwTtwnC5>un0Sm>&}@@;)tU$citGXiP!dWxNdW3^wh$?><0ftF5Yr@?#g|d`
zW%nZqjLRGg5i7Q`s`lEyh1QdG*|$SYiPE4WFDLlQDu-#nk6BW5Rkec-IJ>MsCNly*
zNc*>>dZXbHQ*~QE7c*cSTV?&fk2R~ug}hzyt2~WeMBp*TxU~ZtrAzc#B8<NPUjIDG
zjsxq^;10~Yk<e`vz-IG>L2}$zsOcUSE4{rchp^@Y3Skak?E9%R>pGN?JG}yj9^vJD
zDEB|z*XaomK|m7as60=RFpOVn_)=YhsC-ihuK1giYIm(~N$y4G*sM%yy{L_YQJ!bc
zf(}iqe#(NjQ(MkhuY=oLiMgYIo!>KxpCWt}J+(s2Zrqpo_-~Wn67+r^1%%t9CHOif
z+}s~XkBos#`3xJ0g{j}asSj-PgbkMUPQ|OGFi)6%woy)-pt%@7l$6pjvHfwU*T$4P
zG?nt>MH&Mo6dSPnK@BV=N<SF`Px5n({h&P{mWN9FWQ^AE{kw%8l=dvZ>Y`zs<DLS`
zm8M;Mh22Sl34qv>Us5KvUx*~G)(6Y9sHEoErJt`Dx2vD}V<pWJkC+NKuT|<Z<LWJ?
zxkE($clL%L;Q8$4G<`GNC)D^{;ySt#NA2?%)wWuE*8~z-IRylP+I}^GJJ)x?CFsae
zN@@GqS&u^6WEVnSpI`-$gKt@a_ZWD&uq1l>X{__vQ+UUE(U7Vk%u+A(igGa7$(&hG
zTXQkNOa?mYWlZ0X0>@^~ZD;{y5floD1&mX$F|Q!_>}xA|OfY-+XTdl!Qq|$YTL*{C
z-2={LnyOr}N2Pjt+>Dg&>u1cIY<6NkknWE&W|1u}mqWhp7=i)T?rmTfPg?{I2G=eJ
z|JYfm5=mg#7@r;{O<DR!icT#|PS8v2m5RckQGEi;sl~v6P-Ooy{4@Vhw&&J@PX7!S
zcNe(A$P+=MobBO>baB#TTlFEaXTB|&6tB}7dApCh57W0}U_wuls6?`B$Bf={plgRf
zBt+T4M`#R}h`<0i!=V!|C1eU8kh>~Bz$cF3SWs~fswMO?KbzigDdXQUrtQ+75Vr?~
zs8+?`w;y8`FPEu+KTWCCAyzYoM((jJq2_=n*gBcxEwjaURJL)8nICMF!^V^0iEj;#
z%8oHpYj!xXW6M<)=$nfbVkK21QV<ZZr9Xil;OXqk503!?QTf}doyk+{T;o?2Yr%oZ
zM@LP-WE^^G5knmgD1QYI7*=+v6v@0gw1+kP_?$(;{3@&iM&=?TL(D1BX;y^P<?<g~
zj6Fcwb4zcmNYCKbNdY!T?kFLr{q>Y(Q-;(KB~)^y6T+d7y0rq}v9}_UXGK?&lohOn
zxv%9E^v*wG%4dj#6eFgiZd;a|IQc30<##y?vxd=v1zuILHVfvYpC65Y{ueUe7lcV_
zarL9CCQpil!!0`%N5X{F*qp9Om6Pbv!)$v>+OJ&Nlafru06X8`Oy@$?eN11GboR1v
z((0QVY1xFa(}d~$Gh&VpTE<HFh#MYWTC}FGSp)$4pl1=cr&R#h+>v{^L^x{Qi>p55
z(k@l5Z;=eWo<cFNgTL+<Az{Rwn%oy?{AcWi&EcvwCq#9yIvpl&bcut*I8j`k)}oDQ
zB}n>oa^c~a&^N<!ZK1ng(|JNTu~thbO>$di;{q-igQh6-bXEiOu}?<m?iVev^8M8<
zvlSp>@0LQd-KA1ZB=d^ebbwdX5o!o^>+?7D>_fq!V#c*Me&AJTMaP_zn3&LZhaPta
z_~1tOzYsnDBgs5t5~F?5JkR2T!USR4j0|QD-oAz~=u2Pl!_4!XK!ppRS9#tUzh#0?
ziNvTXJafVPDDSr`nH9}}vtJhaOQmTXq<#S0O1H4be<2Cv-NDf@cprD=DmfY1Va&Xr
zc^W~Yb5-_$O&V|W_!y9bdXv&a$8zsKqaf9Pjk>CK!(s`Y-aHDnyFDTP{_RQRDnFmv
z1O0Hguz^dZTR<MJ;F|W;{y6DFvVv1SI<KvbMaH4VuBo>md8+X^*WN$QaOrDfkpHRw
ziQV%LeNIe>LWy1|P4>wuvheMR{uUENcastV@%)2DzrO~N+N?(GJn7KAr}!p`-Y;UM
z2o1S!?OS;24;}RdT^b;n)+vYh^KIVzFM{0OaHgiCZ)go0x-aLUrC2E|h(28iow!RJ
zZ#a!0w6ZjT3XGLYTv1=9R3|*y)H47$YuqTagzCo(wBWcL*{gtZX%*#GUh7RdSirEw
zklXh9r=rfTtQ~m?$9qSv58q!5mF4av3&cO5gN8C~m4y#(Xt00W<ykt5%FvEO4na!f
z3mbf69D7D3xOaO>l<Hava^f=WE!6&=i$Ay|iK_X!pYlHjz+2OUPGMmmX{`g0l(=EH
zw%Wls&qS0UMC^ElH7yMXIb-WVE-&$;2b5!)A%Zj)`7Nsl>8h~hIqK1oT}7&Hn8czX
zUEO19cri$^P5CKxN6|%gI?eSPOleU*{f_oKwn2|I5ClpU=A#7je^h#dw@>Ms7b9h-
zqwAG0mECMK9sykXwcxYy^vHlyVNGRt&Ti+R$##NpF3%4Nr%>f<!vNXm4~!v`()qBc
zhFJ!MqCkkNILA&fc#mp7olzK>a>&DAUw}~*q)e<VvcK}R-9>WQN1B0)!Q5q`OXbwu
zRamB_i>32mcbdoZf>=l?m{25nnuJF3+4xnUK>Z#CYOjq2+ck5m`YOPXk@rq19f*B&
zHpv`lE?C|4SXuJ}+O5E7>w4$TT7ymgxC%1Rneekodj3RyQs%+dZqzon#lBwvMq~#+
z4|j|JQ-XkXn7OgR*$<Dc7JWlR565BkL4+|yMKRMuHPNTmpu}GfBzVKK_P1F3`M#;L
z;tvN=hLEbIEHFamEDYdg4>c3xaZ<zsokAogTB9yCri{EFA@L!DlPzN!g`Lv}39~uA
zV>$8e(8EidM?3M2M#cVROH48yx<J@la0&S!3du4%GBaS2^wJ0BZ~rtnuzDnjWJGsS
zg3MOB*NiJO@lqQqj=#4FcA1A_J$^YxAK~Vd&=>S;R@_UM79LQ*jDJ)?VaB;%*txdA
zsiOM2BaPuazYLmT&i>K`F<tJj`CRMn$FF4NH~~jjir93QJTko1Oj~Q3ZD+V$LXUSU
zLk!R;1@Iz<k|$54o8j3(H77$+=KhW6gkM$dq1)*(YiP;AJhIA$MJcl^yNr$a8&%*V
z-IJhsTJ5x{Apvk)vY<r}lMEiC4^GZz5fdtb7sa!2K5{Fb8^0cA{FmHj8|3N(nN6iC
z>~Dc2#6THVVr^NBn=(>4#FCG0_ap_9{`EUdN?=21re%^y^6_SNpS9&($*byYjZQET
z+k8v2?mHFJ33+q4B|c^aasxQ2Zbekb(^wG$h^>UG83f?-#HZaFNYiQX_f@jne_`&=
zxVY->A-=X9;*ddVZlo&}uE(<K3aa)inFEZ#YiN_2A3xhBS;=3%<cQ&uF$6+sA7rx0
z{T;>fzod_BG_9G6xAu4O6V+m}BE7nCh(gA}B24D0=neegoHcRli>&GM9+aM#84a9g
zMX?0q2xS1gd>EAjE%fFCF4iBPVvE%b8QZhK7YJr@tIQfvB=f^=ScmA16lsD~!7+x|
z*Gj@p)fG{|`8QkRXOrb;vm{*v^)V(i0SFztpCHbH62mLkqt0!^#8U-Yg$S}5-l2<F
zbUmVbm^0cc_bYnMpW5#a^*>SLhJ_$-jy2&_Lzw_;TcB5O+8}L*<G0TD_~D<~X>*OM
zo`^daogE~3IBGG^A{M`ly@bJ+Gn7F4;xq6|YI5RXaFFexze>-e{g(U0JxWB_(o+65
zr{sB?=FMtSVK3>G<k3Mqg3-Vnx1-8~)tQ__`T-Y;rnF3}ku%6qh!k`bZdGQ0H=JsQ
zgaUABHWgkKW7gf0NXWK&go$xV>X~YFvpg-AAamZU?WYj3=Al!vCyN3*w94`=<l^1^
zCaeP`sUeuW@WKiL3X+w3?&$iAm67Vd@-=<u)O$zt)3GV8u^+m9aB3622RC6<1P_AU
z5Obw?v7tKAS}%xR2A#K2uZl3Upv2ux>Hrx+FZ}iw!;9>Xo1%<?d6^Q~ZXR0hck@qa
zL$O#bKOn5W1O$U5dYK<)Od$O4uc1ArXrSqQpn`iFXC-NE`tMRpwTe=N)STtYZlk(g
zw%WChyyMJh<iKC^cH3n)AqIyzVmzadHRP7OCs?))Da^gas^qttm88`r&*!WPJ%F=I
zIwI_s2Ts?Fl@*%EXfJZw#nAfC{Wg`acx7i(6u)a~Gsf2Pm40!yYHQxZPVQb9I+O$-
zJ1y0LglyWB#>ohMMeoM?o6AtHFEnN$dIy^-O;i|HLFKUf#?2VNo1yNh7w{qpMk2$w
zH{vI_(t^i7`PBO$$A7$jYb6p(yaWCjl;#c?y-kqS<R#d23i=8M=T#9r{9e@1m!}gr
z+zT5$9z!hsk>ExpD%F+;pzC?(X&NWNZ&F6s!o!{&qbgR0HP3SE-_ZnJYGw~%xyB{q
zHkKnL_M$XUq2)_o8BBxOd9${jFCJKVW98kDK#R{;*iI`&k91}>$Br{)bpcWgghp?q
z%yk=~<>MyTZBxd2`te?_B8mf-5oY59Y6i^$XQXa`$16UZuy)r`^pjS%KI?35^WD-q
z*l;n_8u%?Cv3|QbjB~xH^O1!)zr6Ndc|8*O`Lh&R6~1fg_VqB2S-u#ex<=4>7=%Pl
zH+Ara4i+YgrDkd(td@!JOakPbk0{^7l^)zYovE`U<WN&QAcYn{`CQ@+ErZ?BO<!AB
zHLfG+$Von?e74e3vXgOHlhnjox5OZQX>Fzx<+bkk9boKB9@x3FD~GF*CF=*e8;2U;
ze+^+}$A=woiOIqwcxt4k2^evxdwC>Y_h>%EW|D|%U$EIVNWC)O!vm0v$$*uU)Lb02
z&ID}IKie8CPP-Br3(5_)yTHUtipy;AA*YV^PLkKXUHrD$$N$n1EctaCM*|DX((RVq
zB;!$4VLN@&##iksA&Dv$Who}BIE$l~h2eh-Yfle+B^V@@(apXZ9MaZ;<_O`Ks}t%_
zfX(ZjI0lmL^WbY#LjaVE1}Y9=mvCycHeGPBA?IPO#o~Wuf3gRP79)jw&e2LznqlF6
z6Di-vL{ofk@-)GbUb7wU1+$Ekd)Z4ZGC0Po<!h4_*hkLugUf>5;sp_w5;Tv`>C*c7
zQb(M`^HSGM$6lIf+>kiq+@}c0PG$5O1)A>xLsJ+}YJPKn%mS9)t3!@)hn5S-G}eGH
zDcx=J?WnB{DpdUCu#OZ(SnsB>hIk<UPUqwt`#=0H%bMv^4Po*CN#|?)(2J~-Ye@;B
ztq>}~W1dPgOMD3n|2&PLyq@Zt22Cx%sD4k~*QJ~l{OXu8{s;+CdpzMbTi=S1S|sCJ
zJ33s+_j|ToIs{<N%0C3or8~}LQuw85_ub#_u23uK-9<Z4PDO0w24%uU7|!`fW4Wcu
z1N?y(%r<0+1Zx9Jm%X-Rb0lu#L;t{|k?<XjbKORnYvhEyHIjqD1#~Gr@@1YOnq_V_
zW#ZWKo0Gi8u-eP5IKZ#96eZvObs11}nDjeA9hr@a!vnNx`0(2D$79_whZjf&n*EdJ
z8$RyZKqca_@0$<?2qMJZMBjgI6rD=P3mgUM+eg#bPBo4eE&ZZo<=A#7C?VL}ru6+H
zQv%iGqPwo?gYQIqt}twDQm>Q{r=8R;rNSJ6#Qf2K2jyhaS(0#LT<CH(odt|Ehw?f$
z#Ffj{#{kk5k_mv5<^TE5p86Z^NQ=X#EaF6s@Zom{+d>;rEE0!OWy7Tm(eAELOm!ik
zP?knfBOcoTwr6q4qsQ(nZk7GlZ-mVL^`1E5o%NT2jfAFT6UJo)JbwcNPH%qjsdgsL
zE>5O~w*R@ZH?o4^VE=z(Vl8S1pxSukoNWK=v4WGmiL0@x6CtI8iJ6M21|1VUD<eHK
z6IE&_Fqq3PW=29CMpi~`W>XJcLIrtYLJ?D2duKwXR7(&ry3|?_Fnk7PMkYpPb|ywv
z7DgsIMpg<&MhYqz23dO(5knVKLP`;CX2$>hO6ms)m^u|R6Cvf#Y=knFZl*uUHD*RC
zLTd*@7Yk=oLqa!GCud80J3@AP7JBB?1W+(4Y<4CX1~E$~XBR?N4z~Yh+z6RD85vV=
z|4(7(8O?^{^>J0&ioL15YR@R4_}NsO8lgtirlKlljgZvV8c}<Op!OaWwMtRsXRnr0
z)K)8IC?5akdHH|wyuA0^bMA}#=6=ujoX__!sR(M->a`D}62sN5Ef!r=U8}oi!mPvm
z_#UO++jx6>=~UVW><oL#pGGjXf3D6EpM~ardyx*1S6911>WcN;{3`O0A6(qc-WiBU
z#<7UqTlIXWDHM$!y;H=fEQZakou;H_arOjf{BDzxSNw=M(PXC-)fLH3lF8WPyHz=O
z!QYMwquT$rL2lt^w&dp7v>0A52D8V45mODJDdP5pqtBrmeN%Ur#IWr(WNBquJ<NxN
z3Z(qLM>e2nA^UpDZjoiQQB^sn0T*UT@zrH<S$(3HvLC2mxr8;m1*n`6dqF|lg4vZk
zx+BmQ9-JJMxJ@CFCqw2K#-Qf#(T>8vk{*?FZ(4+&^h)*lTdX#l7(H`bAKi2uLbAZC
z<E~jof({vdh)!B8o6K%f41Hg8%&SQ{eh1PdJ1`)aE|Y{M;++#G1>->Z_gEHlMg*Fh
zLWz#><7mgUKg5d)BIYHy(p9QNkLGb~6aICjR1p~rRH;FD!<AuMj~m|NW9o#_Td3Y6
zH>8!c2mrTUtHwd?Ut-%M8ySD_nU-=9FmFDacf<=<%aPC?3)Z&c4W=n`VtywQ1jQ5g
zw>x>Ua8Mf+1w(Sh!P&~A+P?1cW()F4F2nWkAN!3g4-5l=?pZ-<^g7)W(nAdzKzBE7
zYQLkETO<y1H1f;!Vy>F?&m)IzP(oP}*Zb$c;m0rx;V(m(qq!D*ZDK-WKE|<h{vSHR
z>&uUP4?qrvm4Dc+sYY~@598K#T0B`VhTJXqPPa!2C(bv1NcC^7ddi2UpX+BJwWYQg
z9WcWqEMM-~0Q(u{YM8>Bdnel+#=E9g8ri|ZKlZ&FOi}F^Ay(7ZBjbwIsOka?n+`0=
zXR@M{^~=Fcq9uYHt%8);l|VoY(w?df#Dh=i=IN82&2K#L5S`S=r^epND&xhxkS3?_
zpSd>R{&_N28Ih)Po=UWcObE1WrHkO}t*lxhnw^>-Vn@WDe_=N=9PaS~c9!>+ECm?*
zTt7T$egFN{HbwnMh+!k@`s$brG4VRKN78Z+D#(y}-pceY{0UV^p?)xzn`5gH$K@qf
zVQt#zSJLrajre>;dx}<U?%B82FXfV~MSFXs(D_;NW~WPx6z=fkjLYtqa-+q?Z9D(w
z==sY|ZR8x+b%lf{)Y1;6&VrkJ8Cr4W5!wIRIieM%i<|W8+5w`vFID9n=I`;nT+eek
zJVY-CICr1t3>(^i8$MIxKEcHg9zkFSBu}eOLxOgzKB-~!Dw{wP%LjGnyT(-)0Z*y0
zJedMP<e8$Ch=!+yCcj*09M6k&$fNZhfFc9HPBtFz3ibOP|E)65^0*j#&EEE2Vv2Cz
zCwphsHE`;Oayluh3A45~W>hs}EhyOCW0~WBAh-k2vx|tWd<xau_NVzCs7qJ!yF=WY
zQJ}SsMkip4nP0Np+599D@@lUU2Kk`S7mk>-`6MBI8qtVpSsSjh$3GS1VLR~}`_j06
z^)!9@I})_X1)RpY9l8DMD;Npo5PMHwnBNe`f9D1Ea3cgYD^b!Ydh9r+lTkVzv}4~q
zlctgnGwbM1j@`edMo8gH`<994AdnR>2SCB93C1<0!eZlzfx+V|jvGgjC#k|t^x*w!
z=NhQiWu=ntwDoh1D$2CKO!`miiowki4Hmc01)OWl>U3Z|sh0fR?f1`(b0naPq_9QI
z+YD2DrX=d>=lvITBjS~Kw)(O-Qm}31fPC}Hwl*QIA+GJWL7~X{-k6J$j+`7t%&Wde
z6V58P)YKgoq+sWTI*wz|!Ir!pbU0ek-qxYQ!`UzSFSgnGmZVpNeuqes+z|UV!x96?
zE$kT+Uc$_bIr5-S&Yk~Wg=w56<aI+%IW9swED05Bkgbqq%BqjEee^6n20@l5cKYGA
zxKCq?&yx!&Yja~)Bf0302^qKyABVoiKcPTyB~HfN+9d;@+(4gb!PxS)bUNp{UPx2|
zGM3dqvn^`xz0D<@L>=d{>?@>aRiB7Q`&ionZI2?P3^+gP7xVy_5}rY@v1y15;q(Bs
z0!jh~kv%buxh?#V)xq_dSSm9~Gt<DEeB0^H;`c(+dNg1#%$0M%eati|4Y!JXEt20@
zxL6<hI}D*|$8q?R1?3UXhoC;w5Fkw}oW3Jvl~5!*B&o8+55M}^*TccmoTVs~t4Dt}
zZ@5Seg0l@LceL4SWAr!&Ox~Bh_aFS3i;Bz&E?CS}TYW+Pr+l2LdCZ7nAUkEME!XRb
zgrz<=UUSgp&Ct2WdCCt-cIRHAeiE9DC^GIL-u)1|5qOA)da<t}9m`X57RyAG7h)LU
zgPA3blCaE$#6BNjRk^p7g>>&asU7vBC>iVV>^`L(*O_H2Om504%*@TjOZ?OW1<D@k
zSCvJGjaYlFPp>d0Kag?n-AvKjEJ`!vBL3?)9;BYHML@QLa?vhBz8Kn}ny7Sn!r#lW
zi}ma8k2tAJBSR1NISt)29n<rexE&~wrJ}VAbYAyth)!MxXflw;Qkf&@qKrG&HU&Da
z=}5~wuL_U)J+_%VK*X^ms=1=J@U}*sUfohYo;SHmu}e9_le8<0EyAa(K%#X=qVy^@
zSjZNyNYJNQff6;Y#G(m>Dyby_1{wM7ZJdKZOS~ar;@)+h#!{dj22UAyu>Pk2)Bk}J
z|3v8nMCk?({$SmkkM;OvoP@5elR$QC;0yd3x~wfJZ#9n~O*B`{yTR@q(&}0?o$h?Y
zz_G-`>}Ea01v@z8c2?GC(L`Vo<n(gv=$HB-Nx&7Ec56V#jW!5{ag2WW3%;@$&50vf
zV;E;w<xbc(1Q)M0(kWG}7j9<e#MiK}AI81uBGM8gYj^p%_QH-PY;D^DF8Bqws`X}j
z8JZu=Q^5Q=ioi{%_@n!CO910;LIHC$khoVN%6*spL0Itsc1D-q)L+A4Z@#NyCOS^L
zjc>*J4k;q67<{=P%lcK(VOO+ZH}QatcQ`8d?6cHo1%kZZh)cax-`Cz=KhZgg!u&nb
zh3G>6@bGl1h27|EfSu8kzon#oTMK8R6Es4sHFx)a0J?2aiKVvUA+Oj_drWPw8hk1M
z$cNJ5?UebgccoFf<SLvhN^Q5EIek3-?htPr{1jeTHs|WF4lT5tC;3=4`?zdYU*T{p
z@djewd*=SNlw(l2$0o%6EKQjY?vE=aa!pJ>Zwb9Me3!^P*X7#b>PjE>=56}dDeBz?
z^l(-z`Q`2+YIv~q(G$JEEiqwhtHCL&miAVHN8P+Bx2bu{V@1)K8>U7XoNL|%?}<qE
z@bRCYTg4VGgnZqUJl@^iY8{v~?qK%nYD}3JGHITj2JgkO9*v*9mxCW?DW=r8Un?#1
zP_6hEtiGBcq}mXz%7TYJ*w*9)>)<|X1R%x#Hf7qQ2C{x#r~8jqu$y|xoY|p*&OJw|
z)`w^=1KzRmwB1K?=hALo_%&&D!nb_4xXy(jB@=%}N79vZ-$WxDCO3UIr~*X^s~g^v
zzR&BrJ~#b5&i{qwk@t&;<~nC)^dBbC&7+E`LR8M1Rw1lD!RII5gZ;fYl+%Nu;=hq{
z)m3N|3(V@YvEzGcXHJWg<-6f4O7=e)Gh9<Mwc7^jJ>kMO5T%o-@ASp%?VR!z8-vq5
zChV?%JcFL&{bSFM&47JB{JL_bqj|Oumd6B$TU*{<)}aB1>N_gP%8c=RdB~j<`@yjK
z8%S`1DD5DSSv_~uoUG>M@yg??%{VKw^J@~edhdkm|Nj3$3h5~{WV|Sl;tPN@1Qz7X
z3sM9~oAW|td4asLH$4+L+?N;hADDy*K>D$V3!L|VwZVT1ZC<Df=%JF%LwOyLwkGhQ
zmZFlTf`*2ItgMEju8gLZqO6vZ8t?x<a<c{Se<6CjazJ4E{$Em26xZkg__hXJ<WhO{
zr<ZZ;RBR2>F2DR6*pkC*65cZE(KxA-IH_~$3x?BCSfnM|ZFEZI*-TY*G{*GE#Z1oR
zQ*ZN|h%%b>^G4riLQ33+W+uw-6q!<}@`%Gc0swY&OQg@1IF;{5adlR7vpK;|w_7>g
zJnt|X&B&aeyx|1kP!Wt7QBhHOivMIrh-O3<M|Fm>0!PDiG9VNF(rfm&p4&f`L<ZJT
ziF=ZB)KWlesUOu=r2RvTRc-QEg4ymI^iG7%Za0)@HK9M02sAB~lsMv|IB=0tKQ(A~
sA1YjI&dt#hXbsr~7XJGpKEC$ez6=50&Mp8s#T&&00tgA|80rH42h!RnmH+?%

delta 64847
zcmZs>Q*hv4@b($owkEc1+Y{S1Cj15yV`7^V+n(6AZQJ|%zwd7CZtdQj>Wfo#`l9>k
z=X8C>22eKgP~v`ob1-wKqLM<;0E6lZj`PAOUB{XevngknQx~azzbPe1ehQm<=MzNl
zL&!xC614pN&RNx$vImDjlKzP?eRMfB;p3Q<Tnh^8XmLkQCUx+VjS4%KFp>=FLLNtt
zfLLis49IxbQP1=~Fq;{z^wPL}cF<?`KaAX`Js`CC%Sb@no|DxL=jJ3E0ihqTe9ogM
z=Pn-p5j-T3|8Rm_5Gk=Ce-t&wF^0K7<|amIj<c&RQ7G=G8?GLh+`<eFR<XNmZE&so
z_t>_x5S=eOyK1*YH?^R-XZzD^2QGq9h=%G|*_UvBIsjbFn-*iI%ckYbukp0$>i!(;
z8xUgMs-l<>xW;+-cTAt@fK5ltDS6$E)VGQJ!Zk$xtO1}A$2<nQjG{RFPrB|P#&HHg
zMUtc05Bs)USE7w8@T^&XaI#Q2YC6InCj)#P6^W2+IMJAu?%j=+2l<CGZLGy4bf3T|
z<+xu)yj(`L1Js{d=MImLr?C3pJL0=5-Zekt<4#7ccj0{8;v<X7f$Qc%?E7Adm{`|?
z))P+q<yy$iBYHB;$Di&vVz#CUO8P$A2w@nB9uMwBUowQ}a~JNCc3y&B58XuXH7ctp
zA*#QgPfpF0&KPC8e}7cO1Pn#!sh*f%F7S1ye9XMEg@B;8STK@G-EMCYwM=ba5lr}W
z*L{6wKcah{l0Cqg2h)Lt(Sd=s(1C#+-Gg(pu>YS`@l(!qo*AY4S@VP%Sv=WnG{Gmh
zgn_xgVl)ZdN!hfC<3+`;wD>zGS<^Zb1<ERH7sa-T$?x5|Y4;$@$)&NMO9Qkb;1S=7
zTZV1at~`Q00X98;DzPE^SqSp8B^g#>PfAXq-L<}qcMB_78%=1*WG3V2#gHT!0)Rs9
zTqgp)r`~+K8+@o;$Pf}m=~#t+q*zyntEa#+Pr%>B3(}p{)4b=qig_I-%FwFvJ_gfO
z_%o$b8=uzo$WyWw+Jogfz%at;>8T{gTqjQ7YxV@UsbJ)dg`?0f>p-civeAu_E8v<*
zsyAf%-*6B>O69Oqi7-FtAL0ooWMuhE8(jmRnh!gi=`d3~ejPZ<KkR!UOBH^b$eO1;
zKBDU68g(x-S&oXk=GYgZ^OyL{8|0VDLoBYd5~ajcFx#wwamrzjuW^CLt#Y!!lebhH
zgu-Dis`d2t63~29WD2GA%b}BZa)@By$jgeS^gWiCset!4k<5FHC-#?U6&k`@G!g>+
zYDBNOhQA;@H<SB!@COWD;Jk}mOEEY2GRDhA*J;#|2@2jiT|<}(`W~r8p*dQS(l%!t
z>=?kSnnKnk)_X_A_(vac=5hw*(0q8MZtD%WHcOaNP?dI}dZzBS8!~BAWL}LtNcBcB
z=zMSkw|+O<rouGe(q-rsjRIkBK2|_c>4~$p*N%(C@bWMggsVvJg140jnQ2>$n3=zT
z23j6037?&V_eNVopC`3<ORI31hvC`|2IBLZ4Lt|qgqD#-qntOybPa()Z-4%{8UoF`
ze?-4!gS`erdJKcLCIhbbuJdng#Or?kB&Kkz4YC1i-HyAb1SV7qY^mh}!dyVy8JP<y
z_GNELa*?6KIU@$uncb0?u1C-71s%UEe2)?_!F)~l2OA_L7(B6%t7-tGLqKsG#d4vc
zf~x%v6TA3NGmk%o@%S^gDfo$yHW+M@@k!RUWGsZic#Q=O?F4z6d3_L@0H;{7${vmE
zJG3V)1`>L@8rK&81v&OBQ6#JAo;MnSucrT=D8t?_B=2R6X9B&SSbZ>vTx%SD%dh?%
zGw-OVr7oJ^sBOaA$ZgLkn5j$8V3goo9L)c#fl@y}!QlY63O4)S8Yy<^_=g;Bp@IoX
zMAXn+DnX_G0hgf%+n$F_uq?*Z*{2Uia%*8v>q@!ieOU6f4Fa?Hpi;fJNDM)*fd@m&
z@}UXA2wK*wzSrZ4Mc<q*GnIbUW!h~<e)CqE8b(_0tf2|b^o2m6I;*!RZL4;y!CiOm
z#bvJO010q_)@YK*!=?v6Sj0*&!;)S{ckPry;ibB0u16)uhx4}MGu#}T*vN~6fQfVM
zYE759e8O~R<0SBUgH~>U3`1rF!at|Oi=yiKV|C`a4LMRcdim#MT{A-G_{W^WziN7u
z8N5zMaCYtY#2|5Q99c|p0aupN1*Q261T+EzaTWk#Fd6Re+90miw(7&+YueI2hez94
zIdZQpXaI^yh3bifme8Dq<!A4^7CnvpCH=SZw1u+))qMGK?Ly$iB|@$Bik%TZ4U9!a
zK}n?HebH5&ZmXYcMy_Rx_4pS!RGi9i^^bxoXcyuSd(oM90vu~;hMKvDQHX04qbn@X
zk{JN?4WaQsG|Vm|KaJIBcrbSS_d$0tJ0kxA)O;X50Y2l@z1MDBs&*FI*1E;3)_%;Z
zV436JKW{?`)+)+VCClW67bfWkQTk!_sm*#Fabzuy?b+i+)%J=}=?b?Ubo<0*Rn4c~
z0t#qMwKvz+LE%zqTRVb`_1xB^Yl{r!$mW3Nl0CGuV4;k8sf1t@KGKr7f^}*{m!p|Z
z^Vk<-<1cBNxT$(kbT|IeQ^upc^2NnXCS3tu>=x}v>=gUwA4&OK^+*(G`nNxIs@jc|
z%j_dBllB@4oix4sefTb28NC7`A#&-+(Q$j)vFt*LE`s0Vjh_|thI|S4kO$3+?LL4L
z{tQ>)4v#G8D;x}Du|eNz1y88rciN`AA??D!5%C>D!q`z9+Fw!)g^4i{l%?RfUd|bF
zvT)%@R&WVJa@a=W1GjAU>PjBG#f&71iRrF;Tw5>h*M>VNu+!VifH>paGrsE6p%$FE
zgPE(Fi@CA=|3r=^HgIe_B+Mj^sQ*R${BTV2<_?x_RwP_3tp9tsOr|KPtuv#9UVlUi
zxL*XqR0-0j<8OnrO(<u%1i0LghyEIJ)>&^n+-|5RfFWh4m`M?<T$IJX?DnRQ>PK|q
z*4uYwP>ovfr$UCtg|#S#GKLUC6-n-UTsyWD`K~hmo9|<lpWhznwY*yJcSQ8Lb_rVG
zHtRD+9`Ysk7GBT;m`;hgdRXQ}W`<&y&(oOcff{GmBuO%t2LB}0gIe!*HaK!uD^~dW
z0q=umUYp8cZLpwgtdx(aSW!7O7CJ;#jISxeiepX+)xS;#U-LFRUhk_G^X_K?*QXMa
zXVoi>0*0Fk24!0A6kW@u4U)<v1SXDU%b@p)mp+^F&$@#e=&TZItH3Xp74Lg3b+t^}
zX_S_`K9hZx=%&4#1TO~ViSmkeI8Add%nOTjHvbrtg8xo&X>JI_AT2JIE-^U-e=l4w
zCo0K5=*wRJVH<3=;87vdCXy~ixsp>E_dr%Pt25_lUZvkUJ4fa3a$>Ik%$rL<(Ve@2
zYS6=bOGicrRP+-GjCy<CUS1Dswu*lw%E-*YpBHOp7^K)`@h%o4cpRw%KU2EG79sX^
zdRV4u$l1~<i!61}X|BaX6XfCASaC68P0G*6FqZhRPjxw8^K!uUT5ke;eR&xry@rR%
zTrCwe{M^K0P!ihsWT|gG`D9J{$#i@q45)Pm^+yeXF<)=1)M=zknau8%KSSGaPrZ{p
zLgR*8;Gba3e2I!r2d@=xby{sWsPs7wkJ8U*Rw>OJo5gE)ysku)ePs3^6l%X=>)gBs
zjirAKv+E9F`8VGWku>FJW<}AGq?1-rM1N!q4vAOm4I*5Ynyq<sv}y8Ku<N@Gd9lIy
z)WxvKt!yfG&QovPEM0vSj^jh;hX*%O`zkp_w{%AQYdLlh)i^ZdDerrbmH28Tn39){
z@;!mtgq~@8OqA2wv={(yD*Ki;OSmSgqYDX4mHhfo_1W1t|4-Ybrr@~FjPReCM&TP3
zu8K@Dlj$lp1oyTvH4Q5kz-h|FktUd!s_hZdft%qxUjyy04gUNqrRqyg4N0eb<5d!i
zf*XH}&j#lvGG_~aAWeqJ+<3#@@lJ8tlP?Y*mP-NO4;NcDsH+_k)<6B8^bo220bdMp
z>RPsQ?|d8o+zDi48<>K)CCuRc&FPh^K#03VTUFtx#khCA(C}L~Ym;QSQpxPNzHGhr
z@Z*cltq(gp`hf~8g3-}~s6g3Tt4bTFI>oUSEX$CMk?)_FXdO{ft5{GkX~z~!jYJtQ
z=bE?8Y9u{!*PXxp)-4qE)%UEa@zTT&JK*Q;rnb)W<Nzi->B*L2+>tOH*<1=XTlzE0
zdZak2)E3;BwWog$D#8B<7Ot;FQkLuQ_t}_AL59P7+Hh(_BJv+-Ww1K`m0ntjn8dVY
zxPfp~g)oIVzY^m%6_B#jv2cAz(gtfQ-gf!KzqJD%8ReBOZFxhkjjcJY&RWd|SFmL_
z7l9GlVCFzZ@xcn&DCSu+!@o3NLeYJdi4FQ#VoOPd%=uQ;O1M^c`OIP(9hp>H`t&Ds
zeE%JGoa>|D|0`b{9RDL<|1b4oAz|U<;r_q0jFp6&orNbgFA*FAf`@~dCFKQ-8i;9u
zRMuNZW0Z$M*$|xp3Fbq%LSb)(ZUKeDF@wUT*K&e~2<o7ap4q|LVCdW2+=TTy$a0<L
zdHw<xeVQsPu4~@U4bIOOyUIgjWfc+?{()IQrG$v=+GSk`lLjQ!mrzonfIzr3fCuWG
zxVh<|v=Y7udARY~*Cw(-Kw-XN17c&a2th(?MItv+1*`~g%1(9QPA=fwufMrpLjr_B
zuu-UAh{+~oU`P;MLbO1VRzcyIsaJ5b72%F{b|LEOLxrmEbCo~}dC&vYl;d(A|2PHw
z7FdBbK?(v(5^=Jv{oIc{BH;_5oFD)T_4&|*lSH-U-Vg~7?w_2DAvC+50FYek(M(Ms
zTSa!3KoD!$Rz@-HKwlVe^T6t%zbRq}vyt-55uLy0^I;o)cLZkj21o@H4iF%?`y)69
z>I7ti{HXwEKTHNGM>0CeH7gc^tqkai1m7_`{@~j*ob5pu$pavQCnk-bkVyVQL)bvp
z{$2?LEw7ioaPs7)1A%CI0TdusdHRX=MXE`{2}dsCZ-$pdK(t}qK~7Y54d1dRvq_Mg
zEIlm4HyvXLdgl34w4rQBAsbqt#dfDodY-8eoxw7NmNtX;Yx<i){%z#te2b)@{0%vD
z#KmGnB5=$@k;1O+d@#(CLVpwDq+=%Ng@*ux4A=mv{Q+{};4pdX1AsChL*Ec9PHi7a
zA#UX$F+&F&79!Mg4WNCzh(5bPwFQAXQDN7%9QP1@$IS5XfMTJza`z(GK?W9lCw|T%
zG=HEA<@BHr5E_B_+6gIw+&teur_P#&Y4_%N5Pi>lbDJQ!3)s^TYNzy&e_tjg{cZ#2
zUwz>QwbSbq4#>+R0RnP0QFcDJtrvvjdYW%*l)e5^AdtKqI}ndQ<Pvs#ErLY@lhEip
zJ+5WFMEKYUMjxfqh=HBL_rt_f-^UK$KMuZYMghy$o~PIEE9s@dsViim{oLQ*e~8VH
z>+WBoZdY0vZ-z;gLj_{N9)L359U&@BTsu(bx^Kf8eu4*X00B*zuA>JY);T4lHJD+6
z#L4ws=>1UXJ##zJ0y;2g(P%1e+Y>$@1|8;uczgd>`nup2@zfuM*D&}GZh`NvB7_A3
zi(8+G)?cq6Bve#!(7ZQwsja`fKy$MG+*^Tqd>6)m5?m<be6T>=P*39<!Mcim`<3{1
zf*?g~mk6N}0|8=p#N;45abNhi|NUf>z9qqgLBiIA!ts0aUy=7fovc1%Ac)i7zVn9Z
z^LkLP_u-D1JEU&E>uzp7npf7p`(O1jk)i+*MG)v0!yA^~H^Unh<O4%xlwRX+WM2XV
zq?4W<Q`(jPIZA=PVfCr+pg&E4-|&KP&acoe0wuuR3;5UaZCVF6kHD5H5IwWM`U(B*
zOcB&~W#syhE|b>gl&2tJH1FO9k&eGUgfccK>#Eggph?Y?<xe|4uXCzBcCI2NqZWm>
z7bxCz`fn#*hKcp4|J>NKznQ&f5TZ?<J4k*x<A6oiV|!9N6Ep1}n54~Pwh)UQ;x)Bo
zHUTia05Tdts$qF27~YfZQ{i?$KW%Z$;MXS*AV6}BmP#9lKtvNi+Zl$FFD20dcD>9t
z5cAKIRoZ1X0l5F9GJzmJldV4$7>yau5K(ve{wM0F<EcsZY#nPNg=;8t<BAs40;i4(
zPV6IXFi=FZ!24rH?#@6KbI64_#*@Sh@c}4|zB2XBEc48&D5Yu_MD%&9+|qldInD7<
z*dQ%d-Skmc1tm?RPt5#_`wos&TZLMd=TkyjP6q0zoK|X@5tOfeuNH{gt@-kPTj5YG
zVW#ajpy!)+_@N=sjCK#j<W9r6OBj2M11Fg~;XdK=WKys^M)Ikvr{te`e9pk}i4W-h
zEuvP<MJo!u&~>G;x(EA2XOacC@OCPucW+KQZGm+6Hv0!w^a9GqF<Yke>v}Pl+jK#i
z1Z>*v$$cAKm|rtx+Q7pQ>e%_7B3^UAw3|G^zipGusZ}@al9Bt0F3}GOIBN^L+IyT3
z3D0UUp6xt(v**5sw61hstJ2%<cn0*0Ev|kaF8cYj)yOXyP;^N&z>(=a<g)1Si$Tpb
zn8c<Dq&v=0XO}91(gWZeuO9lFc*+fpjjWd#Nt!eI)gUKgka)R1`5_axe_0U@{YQs$
z6v_03{}RE{R9Ntm`=Au*E9keZO(Io1j@JccS&G{03*}g)HE?LJ=A|Cdw*f7;Y5Uh!
zJ^08HPafP!;id&_=C|jN@UHE<Ck0FPtC!kCezxqnngwU*>b%N>k~&Dtq;$d@LLgjx
zT2w@d__8#Q4{Lv?KF-Y62<o4H9UV+3Y#pR^^=dGI_ifQ*mwjh&*RomP>vKwzMH~(p
zEBj=;{;i*U$h3${OKp7ZCIWV^a_E*&OkVKt<r>z{CN7%g4x<?1!D+9}h1~z%jVjn(
z_%}uwB{GW|aEO}rrmiXDhXj?|uLm<t<T8Bx{>5&8S)MJ$*6HUpbEo4tJCgTh8Q=3U
zs`q|ucIw%9{0K2(pWxiS-5z1ces~4e^=HlRc=~il9QIyXr!LSR*$tri7lEXAhQ=Ei
z82gdx3-OaPJ%zksZ_au;ZTxl1-wJv;YrT{JDl#8#I0cHzKF&|IK7PA{y`J8B7@wJg
zQ5r>cnwUziM5q^&PjeQ5Jc>*dp@x8C;#XB^_JDUzCItvw9tB_toh7A-Cy4)=e*VgS
z=^7r8Tpft6mt+_Gkqo4|=AMtkiJ_1k9kN(|c&i;1YjZ>>hSoP9%|)E!F1)0yU@zmn
zPu4AT!|1M<+y-Wq|I$5GQCo#?g^CP*=qI~y7+R4Z=rh(FN?^NMy>l3@DCNSi)JS>u
ziR_devwwdoZ-~{+_4Ez7ki$JtrnYiJtT_&_4fV7qeguJiAOeomew_Ul+d{LA+<w1n
zwEVG0VqmiLFQ%{DQoI#nE8ZOy9(jy%GaZ{-%JDVG-JGukS^*D3@b%571@;nSKkP&W
zm4u0C^AFQEEmCu5yU`+jcz%Wd+R7WriVqR;Je9Ss@<L_ICxOOgT$l`AuQLrvUO65U
zd5-2}r{xPJ1|Oi^vBVVA&tcXJj#I_!xVVX8nHa!`W*h&k;?%J&qhAt$^0y^YBAJP^
z;|FP>vteUw@W%cPt5uy9Y@bHH<8l^^=fW|y!Tq3)BLD6U^KPna1b3oukh%x$a4S=@
zsGiNURh33Av_s}7&Wu7IqIn^%19Y=jtQx1P_a1R{1s6bCl)c-I<~%V1KZPq#-h33q
zWO`@$xyKsPfI&!Ok~jrfg#_HD6huaN#!|c>_s3K*cHg<SQSli^)QGf+|H8HPly{kp
z-dMr3sh`T8MKe$d(8YB)lCh;EN!d1$kbgN2v_y-;K#<)NXb}8p8!I}P=1@+!mUOKO
zGO-aEkO6S97|aXFC4MG=!!^^WRSF5c;>=W%$U33xF^M5Nz*aNO34tI~ZDV^W7n}&p
zez-T$4Tyl_3BhizXJHs|qrWzjN`h4;HmM?X{KZixx!WT{s1w_Gl-lYE(~3~Bs4{_1
zFL|?n<yNNGh|ESm;AwV~_Tm?5uGmw;W%kQdSp|ykK75bvMuty5hPZy6M31ar&6jH+
zc-iv&Z2E{dPMSE(`SCX7Ej-Ou&$GjyOpb0+X*Q!u13HmiE)Z0l))ei418M3x+|3uL
zBY}*aWipw1CWm9kKkd(}g@V7^5H;_QNfC&8M;1Elo${yHz0u#Mb@gWig0!>2uQw-;
zrZj+p8?Knff#f|QM!H<+-*A$`SLgj;tJ`mB*!PP`&hGIpD2ITtO>X#$d%rjv6NH>d
zDeZ3>CEB`JP(vS>!F$U%w4%@bP2{PXnw;-Q_&1#U*AO+sq@pJj?v1SlnTz`nko4xG
zoenlorLR<p{w<}Z=T)eNndq8o{m=UB?nFT9+HxLFoDdEFm-s!eZF$$+*7?(9JXfvd
z61UzKlC(iRbJ4GQ?-|Bw{0QGhOkBK6`4Xn8XUGa0`2t_dfaZ#V@A+M~0dkFVlPVD5
zq&Cyb42ITlnk8}bj#5wU<UUEt_CYi$3VUn{o@r)Fj-^bW+6UL`U;bely7FbZz0p9~
z;0I)cTnLqDom#r$UK$Hk6a?EovK~^2IU#~o>Q(q^W5UX6XuA~E6{1{vd{DQ%$Z%e-
z=cPs3mI$-86b2Poq<yAC1oBWHL$JEJ9qjh2?(<kwFPks)AJkRIDCn<=Jn0I-^T3vq
zhkMgZS&7oNKz6EMp4m!i+OHVS9RxsS!QikuR7k<xt!;x7MPF3C>B$38T`FVyY-fzk
z5du@Vr{KPDe<(J-fL!z?T9r**{DIzV*?ExLB|R+H7`a7wsQE9_cS}D$^6hTUtHR6!
z;rMgtKWc@v&vYk|l&HO1V}8B|rp_DQGUn9>yZ=115z92$?Zt@;+%nuM#1w(U4|ul2
zVXX$LL7eBw>eg@^6u!g?`N)<|Wa)~KS4^{6*Wchw)mdJaLg=4aT(0iy*lAmN(wZvY
z^w>@I`X|c|b#ug77WgPhW9@4E#uMhHrz}uYCfDckR_miegD3nl=Y-n}^Eh}(UjyJB
z7#Wp@^MhY^|5~<K#T|!dEwq4=0bQKU#!9(_+}?5c=J0t@4RQsc2+$IdBkW75zncCm
zCzqcEo#KZ+^xHDAEmaD=;Hvj8di$((<C&NNLL$~X6kdq@$c2$jZJq(rTwh_{zOf&6
z?baCzh^V_%O%r1+zbr$#;Sa+h+;fYXYqmEXiOWS&7-^2Jj@cyGwb6j3zK+;l8wOG*
zw76sKYF215uex1@b!7VSuoMdHmkyq#3?CY0MekzAhX~ge&$DoZD-|Ep{I=4w)P)MF
z=({zPGuv~F{LzP5PE#!ZWY?E}V{#KPJ@`Pm@-epe@j%*Uh?oIfH{{A<e$$fbb`FZV
zZMJD|@jQ6r05CP8oDM|dXmio$H#+c(mCs4{y&kam-;mD`zM2G3mX{5)?h8Be>?F$^
zb#ZhV4`W^?BrCd<$?*PbH^usM<9Qjps=jx7huR%#IEonw^QiCl@3B*ybcJ0k0^)>o
zG|1LY0-q{KNe-=5v1Z77vvu*dTiyiI;J8>yCfABc(<C10$P(}<O4Ck92hP+9>>md{
z8OOo=Wi&?E+_=EE*B*NbTOSSB7cL&ctHI@6>Xql-g41TG1j}%;Rg$s4&ornU;%A;4
z9Nx&G#6-wwZd9t|xHqB>LE;Kv`Ps2xAQtZgZ;g?VY+D{YhsP`a`1eMxkYKo7mJ)Bb
zoeC8AZC?0j3IGkX9h&J|sei4RQOY3VHkus6>&MAsH}vB(XzhzOMTc@aiFUOnnK?@Q
zW6PBKETylh-i15<&AytDsboELS>1uq*LBUs2_ZUf--!3KzLb8h7r4%&g{_<X)tD$f
z$69l?IY~TYxP+?vH*l0jWBoyW(0>6_YsptSE%z03i3t$W+p|Pg9HcFUM-YP|Z~UdB
zi>Klkx{;%ZAN98}lL|Af>711Xi)2dPCR0K1Ux1MbA8+Z4-oude*-M&C=-kmAvuR%t
zI!`NEXL})n5m5pM^uYekDQI%U&=xiB`|Np}b8Z(xIoXO$<a`T5(FLf~iaS&Pc)LRX
zMWfVe2L^b@8zmGyK*;B;Lu5$%^ech$^qp&mM`S~nqVRyuaK<2zP^`9N3^1g@yaiBi
zWu%5UugE=$n;Khk^@Wj>l2DE#m@U_D-z3>+iS%*`DSbg#Su^pWsZ7RiQ$L>fJ<oR=
zL#?n~sGG2qs(PG8!X|_&bpC7nV0)Xlj2#fp9s}s@{Nhy|!S;Fd)b%QT&V%iAV@bGa
z|GB0yjk?QtM7pump%_05`8AktF^W%I2isBLpMnMvm*u9OJ=C7wp-t9<M#bZf4TLTu
z*DV!J?nv`A><P%GX)0v+j)5u3Zarz-xEd=4r>R<6Qxx)-uRvctrab+;YuiT!uR_eT
zAOhGD2<C67&jY2LpvVi<cNePN5QzOJ`0f=M5j17-siMz*SZ{D+`Ajm5cr9K^4rOcd
zqj2MX=jed5i<ABP(?7~Xuf?H><K1iJ!w<i9DcTp%{>$I3kqpTV>`&We+_D)FOP;Tp
zohKoAut3OrUJq^S>apFT;8zMC7n#r`9z5_7&1L03>5$@?dHdf+6Lh-=6}Qo+C8{pm
ziPrtVjXuE$<40?RSLIPxOf`l}+T#L-^0aIEEJqHm=U#8L{r2P5aJK%Dm()^n{N0Uy
zduBVtJ#Tr?s)%$yTS@CR>{;5^_WT@H4LUxg)S#)Wj8lfd;490?FDEs}vgL07p?P3!
z(h%6xB6qVw4+F{ew~9=*i6K+TctX?&BLAr&QLBHzR08jb*}$jlH@UVW8^ObijOoKd
zI_83Ccb2H>_YPi%U!5w#i%G{7IN*@<2$h@Ua;T;s=36KiRIshNE0H(3TA;-S>}Oh6
zVeziNl-U5^{6VgMeCSG&CfRq1Ab@o96iLa8?53PwS4@#0E{n`5?2p@Sfj)JhT7sft
zOgxeL<5-K%qc7SIjC?H~+9U~8b~XNKFU%WcwTSHTJ=esKrO*27o%Wz$E{AZ&#+Zhm
zL}BA0FIMYkqqw!8lvra#*sHr0a4g4zGY;k&6-Isc*%D+H?oG?(jJ>%-0kE~8DB}07
zS@W#_xS3SS8=Jr|lVKdqWS}kCOFS>Dv9DD63K<f!u`JOQuBV~&zkF|f7eM`IotX|^
zI3wEBkY2$WOBF3o9_f=g+J(e^3Bh1FHB*bu<>lkc2|Yk-x#fU5_o0>X%&??Lif}ew
zv}PVjerz+gUU1f#<d5~&4lw`WP|cvuwRbL()>$;}=vMjrkIuiI+^xDPT>APJCHBZm
z3anD?;_-%|p46&Cqot?)3@{;Oxb>4C^a^&;Rr768dSmbk=&gczv{VB>d!QRVR#Q4{
zmRp;Bp%pcqRP393*Ot#W_(XIBnwkZg=u$+?7|lQ5=$<<TFfd{N5&?mfv?qzHdft8h
z37<FZ3=VuyK066vNbx}!L;N62TW*ES)^;Q+a<khXA-lInUE~Q(O1tygKV-*Hv<PUu
zmUOj?x&_6+#{?RUnVC(&815x#vl)vO2H%|!^w&Tnt7?#ftahc1=S_yj0+Fn^U=wXW
zb(MRV9LtM;p=+fxvjSW!2tjg1qH8_7lCANZwSFKQOq_CiwOKY?4RRAiQymwyZu?RE
zzSj=j(edO9Zc5}$6g?D82hX$AMO+^61{sLD8TJT!Pe0(|wW)Xa?#Y}4rYEuHaU!}N
z_tL3<hh**>Ztp_2>%U)&@EB7Ug}waP^kD2!&PLnQ8E2Muy#sEKo(SE2yChcxEF@)z
zgh|W`$@aN#Hgsy$LV1cqN4q0gF2>T6%in%H>8;waBsbE(;ji|$PFz-8yiZP^@?p`-
z?I(Z?v&zPHEl5A5y89B382Prq3`_G7`9V1pb|}C|MvyP4JkE7j70wOTUG3se<A}`t
z<`h^emn((s?FJ48U_~}pIU<<b4UgB8Y26@sVip!DK2Vi#re-)-7t$%Oj#5%f;CVzK
zU2hRh<`f~bSTbLp;7G^VEn#|VzOHc{rHVRMnt1>eP+jV$XIc)X7RnsIF9{aX;k+V}
z%J6Ebw13Hp0)t^(Dp2(}4)FxNoO<7NUr^rqL1fJ1I{>LBzRr0YrTxzcZTG*>tECje
z3~^@WQnax0HKs_Bp=lVy6OeS)(bXid^skH>qk`88sUoQ(N8E67x7!S2+Z{u%zYXnI
z2-{G#uo2->{Tm{}+<d=cn<8F5i0Ya+zp;zSJ=@rBNn#Q9e%cI&jhFH>y6;>^w%$dl
zK*Hlb%K~eaR78l_YBoZx)(UYzJ8Q1=L`yEAAI%S`aIy@%(ncP)tGrX&JUW>{%5RkK
z4fB;h)hS;Pi@w5|w~RIk|IEQ1!J1sTl|atfOFqV(f2lY{M>=2gDu>3Bd;PS~3VSaA
zBU7bUuh0QeFH0dF)@x_WOG#=>#pbEuTawbTt^nEz%k6+4=WKrQa!Z61=C-f9=)tgb
ztRO>#F|AqWHAht;ktasKLq#}>g2}o9R3l6c@`*G8K--g61VJK~_Gue9o<pDynPBhQ
z#Sc6Q7AcJ!HZ)Q{10<eO9LmocLlteSsju#vTH0ZYH5#=RFpW0&&O2P-ZFyO8o<roL
z<^ZnwIm(s_-6EbXKUv$7KFX@JDPFxWjwI{>=0Vz-3Z;2e+w|YJ2#+dO%Hs^^r^a~E
z3%?a@u<kyyIASMwST>XIwk!+F8uuF`3Fw7KYY!Q7QAN@7dWr$B?9BTkVVNB(<3Fd0
zp<Hz8VhS!o=w7ZDAGgHKDv^R-7tzVt@4z}z#4{$F#XDWmVn_$;@o7IZNF7pYO`HUw
z8G0izpLWfC?CU#Pu+GGKcw1yOEBaw|E}Nk#rAmoMlv2(mnmfShQg4QtxOY>q=B1FV
zGjbN#O-&d;bBII1`M3|0`YV}*gZY;G)b?B{TvGW2O=*{d<@4}^<j#{X)zf+C6@VZP
zr^MM}QHiz^#Mazo$(sM`?5}hpvM|v`T1lr>tBoY3I<6I4oOU!v(bPRi>*>G~&1O6P
zCmts2vsmNInVV#cSGa*3Of1tu*S<)nVx88ZkT>d0#-8-AkCQ+BL+E=cYxc-wlbI@v
z?)aI`GsBQ_t-n!4N_>8L;=<757%&#j$F-TWQY`Qg8za3(csp*mYbNA_c>#x-4etVO
z#&iC2AQ42IF!IV^<gZ3%!EcR>;6OvK1cd|x=NJExC-PcOc?O&3Q3KD+k+S;kw?NIk
z&9iwyE#GDHJD2NLmHWQG(ci`X>n{&aRks2B0#D~W{=HEw8`;Xb>%2J)Hvpy%8y?&*
zy6U;gs!XD(6bC9jBFQ}_-piK-n*;GSU7Di~bw%u;pZDiRL4+XLjGOR*>3hd8)8b6l
z$`v<s+W#WS%9cuXsCzxIq0;5ZrAEC7qwSwXB!_PGiej^L1k+}z&4?VsAYU%W>AZWI
z{z(voQCQ)9JZ#JR3%4s@(E#pOxMMofsRwY?8COYPPqom-1=<Irj*9>e0&J|Wz17{7
zM4R!a_qTsDynxAr+pGRo!E;a&q!Ao*03A(4557Vg-T1u#yL_dDt2aB0)DovLSMc>R
zLq&j`(#kV`lfEX`N0ysH)qs!I>VH0W7BXa%Gk3GCjzzNES+%Dd3c!k2-@|J-Y`&s%
z`=_Vx)HapONt5&76~nn}gTyhJ?L{)3IQU{^-lb2-Fss8fq_WxdAVP~d^EBcje~MZs
zA%pBmBh1brY%wXe4q892`CiUyvJqhD_stj!Zsrj7y?N$sRHoKE3Ex7LH#xy^v4#%1
zOgf_~BPj0G;-W;*1vEWJP8_X=1@Xsg3NZmA_T|SRuMJn3{6BFK+9NM?*N%-XN4Q!h
zxSLuED!N}D@ur8l4;h6>s?>Q!XjCxWGn&VI$#<5g6SI_U13^32(y&#Mesamndi;E%
zUQCjk=UgCN!=R=sRou6sM#93#XFh@y#t9kuZP%7#QMB~O4B%;Wk74t{x2Z+xoRMOg
zs~VC-gUQ~Jl58g)Q3H-9Zf49Z$I)VdS;1`4&fC)uv0G>KcNKjWZu8S8vGt>~0D>BS
zRE<odV*iM0WXAy>RlT$;y7{$iWk#d`48{n{{j8`Z$$%qfp#TQb7pmPv5E;*uHI<)U
z+JOm4m~N=ZK+B)&^Rp-xsLg5AejhHa>bF6ptl;q=J@^mWwof=Xe1_FZ@_WvGJ+_R6
z5usu-#E28b5q;CxcSgTDEf-q-6I*qD0Z`x5H*t|IM%c2c0<#YXksfDSZcw^!*536(
zj(P?WZN2;IJns1E`qHro<4rI>dcU?JJSOB;1(a$<U|MukkFZXw(m7HUUiU82d$erq
zR%BlDFXfgDy9042)1OI01s`<Qtg>`)tV`36FNuEQ6G_8V6C_>g?^ERAKl)uZ_|mE;
zZ+Df9LXVJGmPGqlUvmY&a~~16k;Q!*J%u`6ux~Slbhiniw*#w3TTWS?>?$-1RjG$F
zSYbsofDloDY~a^66AN~BUQrPp*Gu<qn=m4U?d^Mj{6Sje*<S7o@7#VA)MbYS<{(sR
z?ngIAF&Z>`@`Ep{z&fNU5{>%kwJZ75gOC|<cV;~?+DE4)jUZ;O1=Am&>YJ;g=CGd<
z#L2rSD+4=huW5#T0eMtKWp5O($=G3Dm8GN2!1ySvf0Y}KkCE#_7AT}CwT9=|&m~UW
z++<TS1d5xVBhmi2o(s|D7>TWz)Qnhc+J|ZF(G61fI83V6ZpMml6Uo9i_@k($W<?<-
zB^X%9+VUU2n!~|BJXx!^q~~%BQx5$2Nm-38BJ>!P#};T2ALyR;bCf?z{JCG}iwh##
z0JFo6oGGT6WvCUC#w0m{>HWIIEUlY_7RvMyfW+MEr~m#@i<Pu=m*&Owaa8$-h}$e>
z)$fJ7ir`y43YR`sOL@pX>X|ofywk7tBY9!t9uzR`6=i(X!C~=nR(jgN=jn1eSy8JC
z@9inO!tUpvXreXCWT8(ptO_#|#|x~{z_Wp3Yg$&j5Es7XcNsq}M^5+mET&(7GHrW=
zsL1j^JkY#fSp}z@+(+q$aYsMi6v$}~I~%rU?FR7;V)2*#M5&}7)W!f1GRMEBZ|e6|
zh=E(sB<V58T={@Hi;7qTtNXQawh~%>D4I}eSh9x0a6$m15^Xm0rfum@P<K@v0Q9bK
z3|T*0u7MJ6xCu{}i4jhIQ5qwTBz#NB^bf57NIIPtVbaU9*ssZyk!Ykr3q$b+Dw>kc
ztL<o*3CN|6Y)K|K#QOy0v^rXJcx3ePG=ftekmGSr!ET|tb=Nsx7wm4dG%eXdvD)N^
zxStoHGIHo#5WM&<+xt}Si}tol0Ab)QnV#miRK5B?Ni)V>oo;Sdwbt}NF9tBdbd#T@
z`3`MZ)7bN)$0<srk@&4^m42Fs!&e=P)l=_T3ZW&Y?S<_a<d~;3A_QM#P@Kns2OA!r
zr9UNBZ#}pK(j#l0m8fQe9fz{Q<lAW|6$ehOwWYFaOKnsw6)I1&LY}+ifeWtT3=IP-
zu1Cv>CL4UOBC;+ImpYwuA1?oh<y>!WC@1le<rpMl{$bd-GL5wTyPe0>4~LMyCskSa
z>;_hA9&PI#j#<(V&CP^i{o(>*`g11~(z(tY;4N}Gu{s;y*u2?)Z2Uy*6@Q`W<kK{i
zO^W0z2}bz(wA^9M{Y4Lx28fGh4e{F8du|k<CDVdqA7$i`;)*eII`#v!IrGflR|zcD
zx9nE89V)2Fdu@KYw~WrHPH*Cb*~VS8t94VgJW<b=dUh4bca|2qCUD_(Fosg=k=8?9
zYboMF)l4V5^{*I>Gl*LKO}|(L_F?~HnQdEfCA{S}nD;3P=gceD0lGt>O%}|Y+uwFc
zoKZ!0OBjlV2^+kJfb-ND@CE79OeJ`rFuzOqeayPvW%s`E;<-hxi)|mwa2SS%N<awr
z2ywaeo2#~KMy!U)#yh0d+JM3>?f`$<4-(Rfz>ldzv!KD8>F2pL{GTS_rD8Q=l@I47
zBc3B?8PsK+aQ@C3pua|~s!%kv*{~eQjpVQ4TQHJ)s4yJx)el4}cwsbXCan5q$vjaV
zk=ocZRC19VD_yXpb3*@takH&st8^1@&Oj%mej3n2Sy1XgKdtL;g|);XAu-p>s=9EM
zxqx3Y;xoGFy^WBPC|rnpi85@57GqUw6uCk*Y<E+ljZnf0#48k*C@+slz|8;fqkQA_
zZbN!xTf-v>JgaryJt>sHg93#xJN2RCC6jDU7P8V8@aJ!-8WfYpnQ;~@L2*g>T#Pxi
zmd@K5Hs;KIOYVAA)s*GN>3?vj%@sl$OP1_<uCSrBi{ZvNPYtm{BZwsc{TW@^u)8y_
z^zfL&bhEzzl=g3T@43W=4US}3q?(Uy*AKcbj#h+Xd2~gtzTOC6TBiKHZH6@WVOI<?
zP!t}Hd%p*1d<v0-!VMzYbx4{peh?QXf%kIwf-Bd+wTO_4O>7tK<1Rk7^wk`-!+-4H
zBtVj=kuXpp`*hEs5E=gEx{IsTz03Y5!EH}7!pch&z>~Q>-mO}v?7Q%ZjOrHn9KYMZ
zRk#(R+{XpPDG*V`Qd!9^N^w>PGgI*7)G5+1_68#Uj@*#vub<2ke{eVGT#PnpyVuHC
zRCQ7Dmxo46Hs=>N52xS{i<rxf%^{{bSR1xv9YWYtkrSn<1sf9kWbnp^ANIy5%+l7x
zCdFd_13Hwjn}MXTbW}5?XPx295s*_YkQIS{ajmSDjK}+ej-L%h>1R{GVQ5u@-AIT6
z{~d)HvV~;lXfki?aIkv#bg)Zp#v<N6)hsceG>&r!oGkMeP^SlTr9jO{QB2CBK2yGm
zV!y@Q`+-rXw9hPA6ki~y1casJ=Z4nu|M43G8kVw?w??^@PIRvWB37W>5=XZ|cv#2e
z|Dv5DWjLp=U?iF2!MQd1as<g5+D7@cyrEeh+OKL1S0y^2c0o#W8ods^j2)%Vex+Bc
z#lx+wHJpPptOqV{QQ(QqoQC2dL-m$(7Zx=AOwExwMz4JB9MEiYU@9J}{EVa7Z)CUz
zGOvHz`RkOsVl~m}3nG#>Dd{tv>FA8jJrm64M+unywt9ji{=Dhz>vp28$vr(buXlgJ
zSs<jjZr4qoj_#ebtxl5O4Y$L_Y8d6<i^AU<tpHmn=n8SniXkm@7Zxn|AofD^KluNF
zwYdH_tVQzwU`<&_SlL)O{%=}~g_Vtq`G0UNOb9kER<2ag7ci>-#cO4*<1t37RsM2@
zxkB04+@!hc%idAm(2wlET;7}8W0Z(W-BS!CgB(+M-m+{t{`j8gN=zr8rknP5_k-nV
zD~D=G3rWP4UK>T7m>2>(fR?7VwyLcI4-iJeB8ekR&(N8NvO|9RLy)e6e{g28e=zbL
z7V?{J1Op*nCIbi}4V6`l1@ZFq0l|k3h{?>22_uGqs09!7{bq4<IfRzZ@Lu_k)6xRD
zQ;a3yGP8lDvUJqMr?X`~$olq$oJpStUwL`?mG<QV9nKS=XFs7p2r64*WE%&5AnvN>
z6A+r%h6r=<X^7z#v}9DvCPY_JT1pjF7K|U2Sdq*ufDZKjmmH!pbX%aFfG}2oAq{wv
z0-^AC(NK^);!I<+^Sf^Tt{LnTyE`N(378MQYg{4zz~JUA*a2KX7Sc?d8pL1jV1jQ>
zjgR#J*c&Bh5IcIi@43(Y&!~~1TP902S63=%OEoD+d?~ts;ury#JhG}0uqQA!P<cWI
zf830<4uD7GLqR~^{z74r1PTaofQ!RY15XoW{h$)!a@EAQti_MYjQOk~&<19O$LJ5O
zNOuo*KwKa?NWUYM=7uoMkjgr^&V?qMT;1;69zK!l8=V_#KaxX3I@l^w3S*-9q!sUo
z@xx(WTPENjpqxMhg$+okKn}n_ywY_WzIcV_fpy%6)P&1aoP^+>nubKSUbF<Lk?kQg
zh*#k!ceY0m(BA4R5@1^h^E)PPbp-^A^T;RwcVuh`^_7cH9HIULU+nGLW*>3}T6E|S
zBFM+%+jAzV*+2R$g3B%-^Lx=m!x@s0g-2!xQ2o-RVZ1tkyfHtrfM#xRtpk1e^$V0A
z(CY;G{w`7BXnLhW*m2b4k&>eV+1{QN9ec<P7x=;jZ3mu$iEg&_#uVfFAVE+3r`tf|
z;H{9nOy7Z=ryjkp@6ZqI@o)F3Z!R)xPoMXm2R8u!19&Jw;(Xfr))IzVCPdH%qo5k0
z<^HNUwVm0{tbnMmb@qHQtRh&!s7C-yVl|$=vF3&p)`sBC@@>F5TfTe@zEW&I*VujV
zrQ*sHGbd|0AbTgEAin+})f*gn#J%?;vL*p#!f}_c*FTC0CbQ}Nt8n?Sxq25C7Z>nx
zVbUo)7#RbY@Xd%BgbjcgmVo5JSy%*TP~o|IXf570vhOn*F6@Ax7pW(X1Mq-R@(1=U
z2x#S84=R4Z&m%4q=-RO_Ndgd!w(W4}-tq^05$<H*hagDBSWh^%OVF7k#IE{x3`rJV
z4=Po_&wH*Q@v29BXK<}1;K#^m&9{Va9QuR*kMOAn!vWBUiG@B~)~O!GV!)n6wP70u
zt>(1{rk=a<NbxDo;#2D1=qn(%w{w&EsEMu3@D&i(9_Y^|Z1U;z+aF(euK5EIAkEx<
zBIwB*CWh#FP`s)JUc}@p|GO7n`5h3ay7~c1dc6JxN(x!`4la7v@C`1S;Q4~MN)quo
zl?A_d29rK3^bjYX?XL;7cky6oBYiN{vxvfKIkG=IOJw%ifs<wT4M^*MS4d{X{U!CQ
zcYf2?RFqztdb)A|Zp6qLdotm9wgxw0>qo!!?K!2rzNm@ti}-tZTK!4mpilmMiPpO{
zaJj!17TCoZ`J;<6a%j{x(VhH35@7}R;r-kN*>(CaqsWU}=-&`$uTt-%TLyqIOxN?Z
z6-l)q$#PHI_c;+W;OQBnj`*>xkJv{375we}6!c$*xE>rzP`L&wuMf>scX+dqDIIOf
z{GP1J`76HJC(Xz_sTx?*L}rpQQ5n@5A%XbytNrXa@<u7jUmU^GQ_TRXi$?_Cy8hLO
zx~$Ls7XIkp?0ba)9ZFdUdj2B2lJ^4Vkyip9Y<q-YmZ1F@a6UN9oFf?fxz?3XO4Q;f
z&}|w3o_7Hi%pU_oK$WuWihy1yr`QBZG|$l+KJ2nM?X;XUpWz=AQ5VsJc^yg7`n<LD
zXPQ9Qka!dqPyV=-UiGAAzZ!O!viCNgY8qdOh_Y8<EZ)&QxB&IIJ^rtBbmd1Y2DoO|
zfz99Q;XFSL0K23I#mPkOJTTmwpOLcQ{=zQuE+a|$+FZ=O1TC|gNb^>Ta>it^lS-@w
zf#fQ-p3BN@;*v<r*f4(s&%KV8h;SJF*R3!rUCxBka_=GjoP|!jMQCsoLk3HH76Z${
zP**dBV#00uN(A-7QQp6GUz+1cUQ1b#;sJEa+#uEhK=1q$l>N^(DdBVLMsmLSnJ2YC
zBA<2&@8ec%Fy5tiK5XNT|7P;?k#x(M50;(8I^nKjQQfcWKbibi&Ch;Ho$qfST?k3E
zqMZaquZ?Cf$G#8=1d+H)@rP^h{N>H+?|Ain22VCPH4ddLRVG4g(+uS|II!dcB`c2J
z|J>FQ0ULa0=I0#E*P!>PfPMOpb;14#2)%zJ(W{k;7idhD46FG(ZH8HD!=ottaBisw
zT9Whsw76uGIF;7?-bvkTlqFD6mo=+RUC!HotItWpxaeun6U~Sqy|HwO?tp!z<8^#{
z&wQetd|<Q(O5`;)B0O{<6K@>*_}4l%m7HMv09yWLyEo;E#=xJ*))^>H2*<+2)`P{x
zYJUJnI5@R?v|ijSHl;8#+vwKHk^4L8p?I9I&~YHxD*f=bEF)B`6NImD0hBmOIrZYb
z=;K)Oa>7%^QJz=TxUJ)6P3dm_y(rmebW0N3b|}9Dx!^31J7@X>0W^nYY5Gbie!)c=
zkhHcMqeH<T;_|VW$f8vyKO*+Zu0-->EYb;doR-HjL_iMmK%~QI4*WrRpHg(=zf$6g
z&Pd&$QhychGH$4#crEgYg%kB_-RoZA$JH_XVf-H|^;|IrN`s_?4|+5~2tB$aJfU-f
z420*4a)BvE2%1aBZRd1|_Qx3LoX#O(z%St^!Yy3As-nX{$JcLIwC9?fyzAnyIZ%Lo
zh55=%v7k}VWCCY~?~@=#GTG(+ZVb=b?4)&E?j7m?XBeAJu}4(^;6oOd4D^@qt(G(z
zDQfs)ev(G;$p+JO6~V_$7rDQr8-q}+<vXb#$XfvZHKvF3^W!ZVD7A>31+csT9HTA5
z!=Mj;ppV7|@3zEO7HVW*tIM?={B^KtNuD=|03HTKbJ+DNh5J5{MLvIv9RoV#mLNP&
zq@1cXXC%#}%FXsyjMe~Hbp+_?S`Fhav5B|1W)8~M^z&*FMXw#>ty*D;LQe;OJ7I_U
zJ#exC5(@tYI7}+_>zNyAoQE7BJZHeb;CR<v^2-$VSk_7{0ZqmzSjo98$Msmsr_J5;
z+kGYX@uoap2R3B1n4LRE1-GWueg8i=Da|-WwDdM3pnkq|Vt?4L3d(d?iXk|8fYSh3
zA$Ht3f|Z$+vJ`D(#9aG_H!NwNq`8Z33|0&!L^q7Y9r-w?nx*arvJ(=(C<@andFoKd
z!fPsyzO~K=3wAL@Z*0lwJNhaZigtR*;*z^T^?VmCk4>V$=@;XBUQdzzlyeO3dWmMj
zz0JNplha20D|i;gi@$#T!A5pQ*~g*#^tV&izST!myd>%H?Q{~2?m{(0`Bfif0rJ~F
zov3S-a3wEvfxP0X?jg7T-j~B%v6m+lMrY+Aogi=XdV!Et(8n@q+}SzE^}1Cn7nr%%
z*nmqRu^L#0&_u>^oU#{Ii9@5&{IxVFscq8Z|71y#SzZTBG=0iHVS!(UM+<0GQ#Nw4
z<JOkakwaG196YBy!HIBh=bJBMMg&I7<B`Vv+s5f?RM!YZV2}iI;QK@;RgI)P(rq65
z^~}ci<{rWgb9~MlJx8f`5I<96$BIj@AM7bx9Evav*7XP?SN1DM_R6=n-(+JkwML1Z
zcurST1&lj-OW@7oA5F=T{!k-MK}OQb8+<|_Y?kx;T~YGH@lFuFMI?zr4UT)U-kCV9
zBA^Z$+!4L$4-5c2dhCg@{1R#9*$FOA{m>Vw7y&8ql(c4pQ)QYQ8$>Z5<yAv{iSfB>
zj4}ZsjWq)bbs5xLTo2s)lFO7He2AG8FOS}3T(u{;bUnTn<0YljPW*G#DAc}MoBbW$
z`39X>=l^`c{gd}WTwK1(W3TT;b2$^nY(&ch6`v+JO~V1JnUUMTfahVp4`IpYaF0O<
zg6aOLrc9=2Ne!XbRH64ebSBSyMVA(2xAeF*hQGv3_A!x)w`zKiWoYmv2c6$Xo+l1o
zDkO+(x&t6W9A5efYAqvumHVCU5?a;-L_|9#k?nZ(`%8jRssUJ--M`Vl?=Uzwm}AKF
zM7jjA&&PqCecou4Pf<+g$3F)tQdz?@Vx}rg^N>SqNGH7AAH`~|lZbNHCS?UXpTpSq
zj^dJYE|7WUsXEvEb7ok_H7pYn)0<nNH`IMFbN>*?)zP(KPKu@(t71D;d`vL;vk5IR
z;->eM9Ne(vq<k@xignvPN%X#*-%1*1GqVRp&P9Nwr~99;{`+xU)y-qo=r;A1frOvJ
z!siHN7MtGlKTvZ5>dmH<#h?goaljTW$+Ty4-;M;TTLs15YdgY1>E#VQl}o@V#+m4f
zuNut`3&Zbb(X(y~!|e8_s<E4fd%D+jtB+2?GwV2${QBx7j4^4mB}5Vo`7MI@D<K_9
zYLkEpod1KZdu$Ig+R^}=q_G>@wvEPi8ndx&ylL3jHXGZvZQHgnJ=dA}Ha}u(t@Ygd
z4}S9YFd87+-&|K_JV?ox^dMDP-NyG}>bSsA>k)Y&qN~TN;baC&mSXLv8(+<X8782{
z?PK9)HF#~JT#b_Cz1SIu_|Riaaaket)44>B370^LY{pRO#}ivRb|V%7cRUZ$6`cq9
zJI77x+AUw}nxCZ%J!;9Fa96nI6X2!`6DT{H*I#Q0g4b|RN$_Gk?I)#ZEQwzKQ5G1g
zFz=ak^4ZaW#YRT33*It|=v3$UKF-2HlZ*E2n*ra0XFZr<`iS~L5bV$lN}zQx_`nLf
z9&Z%FbEuM_o$;l5dcM_#Xsby?!l3B@?EE5gjF<mmEa#03<P5uj-yNo%1klN39<aHz
zUA5#%$~``|?ox+DzW-MrOQ?m8a4}Qqt!P5R%?zx6_ePw-90_T|4R)6Rn&gQYjn`|a
zvOb#cC#^1%CzDN=%d+aQ`?>w^^)zAKF}Rb|@k|Hu(<*y882#QZ8~=Qoen>ADE)x=@
zCw1zE{gx-C`fc47gt#dcZlLq$q`U6lH;bw*urje;x$Cz@D(m?d8Pa-XkxvD>lefcS
z>%mG0e-||U(k9w7&!f4b#D~`X*TqP4w8v-*meWevytJiMHnq@^A}`7OLzu0~DNi}}
z!ze63D-s6Vit7;DnD-pMfv+K)IX4P*f3_%<ZpREs31`Hod)>#m8W4X<V{q$1vn2IS
zl#Dz_8?E*~D_X8SG2?A`_8@MTNo9J#EB^E&h%X%pK^d7p`BU+9;k#UymLA%}pCtHg
z4q}_*{$VHpakuPcaF`CJ5k}G3rYJR`!M9Zru`>ay%GJPTOIxKs(GzR?o4&%}x`wLG
zEUwXy{X(A*=?H<MP9R7$5E2SQq7Tl+Y*8R&{bi<KuO~CLfpk<X*gzX1QGsG|aJ`*S
zCYF0WOl)wpl5T(f%(PzrQqMQ7{SWxHz1G!x{XIjTzPHu2v$k%k&gUTUcp)U9^(0ST
z3%{On>KrP&bcwGoMJyHMMYq9#*%Vx<sK!dELhc~RsIj7g3;a1a3`(@(O1QdS*Hv#V
zMwd**?6R0(uG_J<iV%p`V0b3i&E;8WDoy{hOzzUrxQy8#J$NKSGqi_E)5B#z71t~{
z;{HBK`gDCckD-(2&lC11KQY?(R?gB5Gv3WK?jSw6BkV%F;ZxfXb}6m=`sz$H)DG;`
z4NnGcu~`$M3-I7@=S^t2OYXZ=@o^;Aq{NXJNb}5XJK)hiU$@)C@eN4|!T(UThqOTe
zDCZE~MNv@2O1aPHWRKNdtd?^8{AjU|MH}O9i?^R9(6SV1eCPVU^u!jsGOM5?NEkkM
zB9sR{f@UGN<%%JZD>IGsri0KIOvDIIJsd*c-4nhn0FY~CBHIuVcU!9k-nKY3R!{nf
zuN9^x+td|d&1;$kT1qDm1ih@mxt2-$YFy*2j0UlKde@$c{Q7MUH~NJ1N<^Q_6(@q{
z6YES-UqfHt1Jhie&ZUV?P^X*k>q8f*0qrE9GMe&{&S)X4+fty#`BqS-&YUX-dlX&I
z^UcmQ06Lb_zqDSG(Y121G{6S#qw+(3MD_)Q`0$XId+*m~gNfI7j*KhHXO0!P3wF7e
zWqvO?Ug1KApuCK5qrwq9ng<!jrB+(d*FH{-Y{tXtQ-~xt4{t_sNs^!cdMxxv_Nq*H
zS;ZYz=E2I4+9=OZ=L{GpOv^_{yiwF-_At1mfRY*(#ZscP5-MXIH~dxS8&XlZ54`8J
zJVxP~uNW6{CF4`cr+EKyx8uqXL^M{3fK07#I=Y%Xb(O3r)9G8M6_QJ;8i=Xmp`ofN
z)Oy+c+>eg9vPrq(DItdZyZ2B-vF`(o#>dn<$>=i{LXd^V(Ax3IRF|8?0SZfsBx&sl
zz<#Uxya?W_EzMXDR|0+(>k(^Qdms|)<fw2+aKe?I@(jM3<B5rw3K9bCzp}@!b;PX~
z*Dsa;iDo|emWZ3te>0z#A@B)74wEK73tTwTH|DyMB;&!Q2~H(%zZ<nMhD|fyiVg;|
z6qgh}OA57&O+#~|9?SiZxPu-U5Jkk823$0=iqK^;E@)G;*y+cZRxJ<lLd^6yODr(F
z`3s?e{5Z<19`RK!&*+rt?`SCcaUymrhBI(+iZtTCB+P>luVC1OLP<vMJ0S!R{^BtB
z+KLL}-!iM)k0kd?GKePL!&F&BmL<YsWNEqcX>n7V>|jWvjCy&u;8jRq(AD?m0-oYt
zu>p0gvV?CpJ@A(KV_*xOfh#SQ54s^HV4+Rr4cNj3@K0ptw-cMrJmVo3N{=OF)cqky
zDugC@V~7}sP$311s5mWawQDI0Bom?!TT*qUNtDZq{gHOF^~znc)~gW;6%2UVQ(jE=
zyi>X{!GHTxlhY*CjOc!~O$gJp0vZ(8=1dm27k->{CFc-%BZfs88c8+=4?nUqU2jy#
zDq?2TJdRhDS6l23kbJ$Wb&21{*&p*vP#QPXYp(mAdDvAcXPbIGL)|@|(2nkYy~EW-
zc@r~OE>TNk{Ed2$M!5R{)C;*Lbo=RQ1}wi?^CrxB`&bv75nw$;M$P;@1*nsL&j-|@
z>=C0v2*DrZ4E~vW@g`=vCL770mN&7qpYyCpwr8!;4mdiKcY5@2u^+soR_Qiy<Vxo9
z?9+B>K-0384x#2TFS^DhF6W8En8Z$4Zj>E_mYyJ*vb74k#hgM5^k{#u+Urn98D43i
zRf=C2+Q_DqZUX!Bwq=hV1N085s;yiYNo|)S7cei@(_F!kv;A40Z{XYVnv3W;NpBcZ
zZM|C(^lX5b_;8<mdu65O@O|Lx<paTN?il!DzTrN`S-TnNO-u*B$m-um;I;|W$ep^$
zA?0pSH(rsvD`}3z1s(iUzeqT_d@=HHO$VpJ7Aqm&AwpyQg7(j}0SW_YtKO1Qpfbvd
z^+A;@WY`M)HhHew;|T~4Vy35%jP{RR=RpV6lNT~nesw^mW*v^Q_@n9ELtcNRyZ$KH
zVG6SACpAdEVKm%)e+poQOxwJ8`^{BoqRx5N7Sw|hLy0-ZCO3gt+9;Boqe&ZjFD^<P
zUlFA5!qRrQ<nz+D4J-uBRA8c48K^)~*3{eBNfb{;L*i#{ucfYUYN{Y)?K-%)z<)QP
zBT~u_ruJ14BRBJ@2<)Pgnkx$SJuW09yK1+K8Ru3&ubtvI${aKCv@fdg9GL0=kt>Ub
z<+oZeB=$8p9j=!)O=Wwcn(DqAgjSz?Aad9+*3sgs$~zyv2ZFvDUXg50($BxyMR6t`
z2a}_~V6Ly$kAhY8{?XLO^W;N+(J7P5$QHigdSLWDVQ)DmnO1$pSzvX^3PP?H&1>nc
z+I8I-E}hiat`xTmuG8C<nGX$mfIuy6eHnB|L@yYEVFjCS;eDZg>nkX9r}rkB1B1fl
zS(x1;^OKNH0BWW8>|e$MY0d&72Rr-Fa1VIoWSj8N)sW0ffF@_k0zv3(;@>&gJ9(3a
z$}$1WG!dy}2*H1L?VUUZ8`c0l*i9#eBYue%=~`Y=gj=Mf-@@M2TOl@Ui{wy!CfeiW
zy_czfZ$4WSH_X&Acb?Q*As$&*AO&01PLcYYw@6e;0kzUI&!0Q~b9y)GH;_b!k)K3k
zGL~0fDR}%2MY@i@2cT2x2yYc`iD9X>H*^bn-kH7UtYhAEfMl?^L~Gss05{T?Q-QZ2
z1*;Y6Z!TtB^SXJ61L87Wb)-EW%uP+=Xt1>_mLI=cew`jV5rx)pcF6773bX3tTCX=0
z_o=ID0OxMH*%{{Xs8;1JXHR+xAOpeiMpiAWN2C4>;i+O*@@GsIPwW;#tNG#@J(jRh
z^t>cXn1Wd+!46GTweDmN+9|^kdn=tpbZQ7reO^XrZKeo4X|gu#QFL3a4tJ3V=F^yM
zU=f(}t4PtR0Rz>@CV`HqPjW4^nK!w*Pp5cQz~qHHF3JT8I%3<x!sK^84-usk5<X|`
z{b0z!Wz;{D`A+gFrxO{PE)<HpDY0O!=BT%Ve{G2sVlyN`hpt>*%eB;;obef6kAiHH
zr+-)AnR$))426GRW$lPER-|X277d25y|PY&NDY6K(6$QhEb~!py_~8^*q6W5XHB<$
z2I64pdn>?~`d$s=mXo7!zf4F5Fkz%_k5D)Wf0B(&TO>fwI9WNbo;kko1jAB<Oa5+M
z+7KzmP&>HOza7`-H@o`Az8w+K(yI<GFf;Uk(~4>!7}J^s)eEugaEwwoWwU5cphBgY
zk?sxX^E=aZE(EM%^?Q0Om?`y<ynHl^0^_g^Ip>AASr_}=h;YxBJeDb}$IFVX5!OLi
zAD;}WCA?0S=ad0ff2z^MAT^1RTo0n#?DoBm6Xp3<WMj8aWPS(6`+!euFp;|OD-jgK
zzOC`f=8YZ3Tvu7-Wot?ato`tLf%S4JC68k3>^0D`6w2#v!m}b`{?gKR9juI;0raFk
zg?IbwdytU5u0PYZ+}b55wV>OWjHzYBRWndH3|jZscnZ_^ZRa`XCeM*b*y)_N(H0iy
zu7}#Gf+`(9wtbqbQuUZsG2lOskH?ax=K^_!Jot@luvH<f`m6C_)1sWBXmuSN=Mr)1
z&<oF8GpyGz@;zA3b(UEkt;`&CfnU9)g!54<^+5u#DI3%{e=}SEOb;0DyYHD~{s|pZ
zb_ZKFd=Nzvb?5|;<>dSXr%gu-4)PTWrblJP_DcjXey%IvWl?<cU0kEIb(*i|_S({1
zIk5f9xlxg@gqHPD_|4|UfQ%}8_$sh&`-x+^P%ubR6wS*~ol{PV5q#7w0`(cqkajz6
zT(v)n>c)<%13wg{UL>!Is)CP=&cZJJAT#!Zw6Q#xKkd)UXW}fa^mG<3`nW3kA950o
zjBVFkA(TSCD;$xWJ}16~HW!MOy>vgn$Br4CZ+u>6KIu%?j_)frej+Fy!iTw&_|nLA
z8uy3{nkMPQgP696US(fJ0~}%y6cFNZu{q7c96@+{<;V&x1LhF{5qtCz0>XDfN2!~t
z8nH*~!uj0oSqz91GL@+xDBHz?Z83$$#OOTldj4~T38aWzRHmX@BhLv`6_0a18GyE<
zhmXU|q`yeR-C_Iz5<L78=9*k5_u5vDuwA=seSPz}40Yg;jmO3dAn76i{uW&|aIDX~
zJuC<aNT_ogeYy@UX|%$-pj<^1g>025GiydH-c~$Ta;P>su{r5rR!*eYQQIUFXjde;
zH){8ayhQ}a8ZHWF+)k*|{mQVbf@L=GNavblJ`1*zjsx4!y`PgA{~JVqmU3jugIaFZ
zkE)I-|6N`+A}>A|fIF{jEO$lT1=W7DJ|C}^?4UA9x?5r%P_8NuSGUN^F}JO5Zu_}!
zaZf=a5AS_P;LGOt5J#xK7cR(LEn2+vqtA0MS`VL9lc~-)Ye~_0dW!kP)rFp%9SWAV
zZmN_^hV`hFUImjxMv)YB1@Vu01iUU!Vk3^dt6YqV`EoWBP;t<2oN0u;YtDaycu4)+
zA9EF!I~P{3Wx)H`Z-Vw$J9;A!?Pwq;G;x&6#fh@qHqlc*gc@bZQf3vcBmz^;<X6}7
z&;?~K;-!A4V~_-SJ<6KP^<jv|fRBE#!ka5z7BpjP8HJWetKXZzSXkcxweQtPy;SKg
z)YP)y1#zDku(5xgmY{OX?$9cAUFco8Eu&M?QuUYVsGhTV&mIcu^URCdXQM%HqAD9V
zGmXUt7Hl~&=7SGja4B1&O;UU4s2Fl{dO(#o=SbNGC2?VZ)!E-Qm&Dx_Hp(VeR0|>j
zccPXw=^}4#mAA!WxH>-;ezGV|OYnft@VD~V<nVMZU_EjotQUMv0CxuiwOygp?zN&a
zQ)dM}U@_491A@u_UH3X1;*?Xyk%7bB?viQO97!R!&z?Ona_gqLSVXgHccYM?xg049
z`H4XEW;*d?hqe$U%}`ZFqW#`Gv$!jGf&|w}#`b*f>z+SsJdz~;VZ>J!q~(A@-d3UL
z>dr|NxK6HUGuO$<egF}A3RPw~DXn0}fk`6tE@RAfp-e`bHGt=qq^EkGi#6*;;BGVO
z1lCW*h=0*NuiB!fA80~VW^JnfdZcgR`!O-avOD3oJ0QmJl=@BsF_*aYW}|Cfbp=HZ
z6FTS>SVU$Xm5F;$$*pgtUW2``tDMqzJy&K6u#rfqhf+6!J<e~*Nl$N7rOaL*8;xOo
zfl$Usp%+malQ!Z1%`0xNH*KP=BcHgM5}4UZu1tX4fRXN)#J%uIUUdqu{}BF%iHNX_
z)DrSbD&IB8I%=B7X%60rQN|pGos&Vs@PPkzgxPqEw?CtI(@hsgQ-a7KRRfKgd3PTI
zUd!bqMqJ5mLnGp#u79AM#x%8rnGry!1>N+xCtSm!y_cfhV#^N@S$=MEIZhmXD|>DN
z(<EhLdz?Hy9L<_<9nA^BAbxZHmjk18@^{<(?VB{*!5AV*xR-$$RQ$-hTjw_2p=>8o
z<(6yN#=~F5kJPC=Q<NmA!xUesRr6jB@COivUa+t!CmLv+E@_{gb<IfWNa8h-8u2Nw
zdJiU6^iI2u6LDSV#i1Hu`%B5q!<ovsKRax4iPWBJb#`J+{|qBMDSmdCaI4HhWLB+J
zVP)7P(b2zCq}{7rU8U(HL;B31^$l#8A>!oOcNPPIUrMnw#Ki`c8)Y)pe;{E6n4r}v
zK!l2Ht(0-6PbA?5uh9o60%-@4a7qmS{B=S+P}zM*KweF51m9k*3(b-Y4fZ}=t3J*L
zk3FPgeDBLf=pe_I^A9Rg(UT>VkQ8!2L=b!^BB1f2H9gl47WrNZJneL+j+~!|d&1%j
zm@?<&3R#L+d4<RQi=8rB4PL|p3jFsxY0SF5y|0p%XT)VpW_n`Cm9z|It;E-etCVP+
zzDOl|n~{hucw^kZ{T)319H9t(YYqL9SQ`>R6&VW-4pu1MsCty5N|qfm%&~#!Yl_VJ
z#<JsG@T@_Yc5!Wmm=yPyB?!|_J!5Cn?3hUpA~|<Pz3en=BSB5`9&&C9=;1*EeLpdA
zcOLJnYp)?NEkpl1Cr)@mh^~B5;<_7n=H4gYHrFNA1a<gY`y|Dv(@gJBfZ5>_XL!ux
zwbd4o>{@mfj`Oqr7q52qa8LDY`GH5?jsoUAw}h+rM`Xqw-e(C}M)%U7e{D}O_}<}k
z$l>AB9-g9Fbz9ao_=ce?;5$pYiqbfl-E9a?|3e0UR_|3@giU?MhwN_*BWPzp+Mvg2
zo^+<h)t^(T4l(&Bp~wMBeD8U(8*+M#hI5zh8i-KqAu))6BFyhlFRH}d3i&0E;USI!
zNqD^X=r|B_{f#rDg!wZO?IU{T4t*l1n(X`d23lGriAf?>9Q}$kfJ8?W0Ucs05%UAT
zFw(1m)#5Kb%;)Fx_A(v9hQn4}#*{G9*;MX142n>(I0R!`SmeV-nOWBNUldL1ylF0h
z7tL@2TW$|Y3cJbt?T3tOQ9FYx*P~Ih<o`-Y+|;m=hwii#BeOBbw<bwI1xg7kKkng$
zNFC^V&~?r;(hVvt(46gAUyAV9;@NzT))TBj;`*`V+E+1ZyoDvH0JE^`H;s#HHW895
zd2!_8C23W~(>uiWxLLSc9UX0`CX~r=5q6vETKpPQ`K!ybu=Mlctbo&p*kxCm`w&XV
zYMM={vBNMcH7o4W0y@|iM^NI{SwJ~GZ*X!DoYC57y7kr?Sbpxj9J)O_b=vjXvk2w%
z8{_9#6qjF6mBl?-3Q5Tg4i+lYy2oEdS^GU0W+MuEY?{(81@6{{n>R_bp`V6@tKFE4
zs&(6H%6M2Bu9}`7nI-J8C_BcDpHcA=_2c_Q^VSgFnnC)Y`V*(q?gHCH9L|A-S4b;n
z4JUHNIt9EafFjRD*0R~?<6ALN+LmG8YhgSltvl+MzGn)he;o`#?D%ctbU}WHQ=ae4
zh5#eUyPi+>?mWgrLMf7rW;{4McpbI#cI4eOc-JiXXQ(ll>9u0pe(1%C&hsBeH0y=c
zH9Y9bx`zn(GHhJ|lAoS2DQdrCX@(I6i0S4A&NaI5fs}_~NQA?O?`|a8`u;5L;kYi<
z*cG^xW&oD0ud0Bgo+<k>ot#gA^GijTMgl?A51W3Kkw{Qnlc-MSXQh1IC7cp`_ZWR|
zraRC%TAWoyO%w{9_XAvg>}G2QvJ1~2!A6P7vj0YW?QNEee#s<rz6F>~<;{4BT%ax{
ztL=vl18`V$A=c-HPg#~n4hJ(Hv51U+<P12`mrjLY?a=eLVK>EjnPpc(nAd*y()N81
zI>F|6<|AdW`JqbAx@@@>T3@1~q(2B}R9gmRlNP(|vUr0iVBbX_$vIaXV5Bjr_C>vk
z=vlcg>satdTo$n?1`g-<3IRTMlDoMOuP5$@4nPq()<b3&J*YBalf!8zYs{U79HO#;
zozBp=Bj@`q=!u_{4Su`>qnHPU<mJR#lAL$n$f;Hg5}_=GETIYXjaL&f`CNVbErvp)
z&lfw{SZ{W$LaP8|90k8UXK<;k!W7YHzfX$Aw~@x3c`j^=LAZWoXJ^4zk{<bda*7NY
z16bNBs>`r&s+?;63HPHSNL<HKz|9Uv_iq)PZ>GUGQ5{_O*XF1-dg--tQ2a<vlaCUr
zHsUJuQ{gv~jBkc{cfA!jzEUBZJWwxDzdsr>6SJk<J!;+>X1}*OGucmXrkro6kCKRz
z{~a^pN&oxcwHjYrq$RU9kLNm~KD#7t0tQ?qG<f$3>~?<6z>@TE!xk*#5C{oIYtK%X
z9OuoJ#&)xZche%atS}4SOkNAf?WhT&ldL(+jDft4X*o*uRBU`VB-U+b96Jzx=0;|9
zNT~Mna7Fzq^jKtIC%fvTS&nu}nj;whN^_qFZ4^D1oPaBD^c1UAgl&O>@sA&llmR*r
zkhLteS0g!?zC}+=Nxe}|Pp^-U9M$qK*R6J})fENrau@Kv-@537t8Mtc(^cQlxdk95
zd;hJZQ)e#o?zo(LXeBsHYmsjL*R&i3gEtdQP@?IypHe_wqC$X$pbcb~b2q&xvk{2%
zi*c(eoEC85?rG0~eEcov*29R};{Z(Im)9EZX(_QZEo5+cUXAUdm>UGepNY9b+}3`V
zyoNtbGgJa|X%}|B`(>i}Ggy7DYyU=zz04(%pc0r8gX$ogLvhZ(*5H9yR&~(QyzOhi
zk#)RE3(<?9ky&lZ7qpf~Z`}&xI(2cAC)LYZ$IBk_>EDWK$03hvDyx(3DF>{c$`Cc*
zYocYX&K9Kp&DF)MRTg&KZ|FL?RF$lV07~p%a%){@Z>wSoSWx8_ZHJ3$qyp0+j!>J!
z1%%jAWF7CFs`-OkSak)JRARjv<cX)HlX>UD%6?!aoyqSR@e<6ft<Ux6-|(Cz9=zs;
z)P90}RL*XOqV3e|C&7QBVgbtPJ~7-btDZ6|ef^&5hf#8daH??ikYD(}`q9;k&Z2K0
zx7mELtEePESn6@&4iN}&#_<M;QeqPq`OhcBITMgBBUC}W5fGjnKg4ac<5mKch!aJS
zQ(sZV&ehHGg<@eFI!3=8OYR1&xcLm`8WWRLQb|}cZdN!Bal0*zd;riT5Z8g$(4?v<
z=D9>&xfs-Nef%^(N+1H_xY7l9;(R42+E{J=p11z#pvJuN!BAEovW5pUC=r~qrh55F
z+OdW@IejWI02%0&)-{P^*}}KzDFoU3{7!F$A})RPz{h=VS^=iZo+-BAl{`qayrfnL
zIq)nGXE2icTbgBt1qRTq5lQYWJdrE?=^D<@BMgCmhHF6B5EQiyC+BsPZ#TY`W4m9>
z%h9nV2SHhXtE}z;UVa+4rdI#`iAn$mIU|>F!anC#eke?CI5E#(rL&0hnepCc39Knj
znzq!kD!AK2CfTGavNyrV3!1WdFyy)V)(h$*;_*5-U+yF9S_6>rAP7~>(U_N7O-REw
z;s=)uB;Q9jPU}D3K25)wW0Q1e!chF!nigj6xq(N7zvezmx8z%PCs~a4%PfYq!xovy
z`}gLHyG<Lvz7(6?J~;Q87B0)I3yQ;iqT(^kjOlB4xnFfIIm~6$wAb~ITovJPvnzA#
zL8HJ{Gz66gMFsK}L0peYzom`li={=jAwHdeQ~LAqS<j78(Wwk5y*YDgeX?3?vc_eL
z#j-h61{_%~ZDwLy1-~UZPvEjb$gO<uUzxJ~$YNX<Ltr=AIZV9rbbJ^?NvwB8-0b}D
zwW^}labp~Nvgeqy%>4cqW-g5$P*9su^vD|tah=1Y#RoW~m$?-E^wJ<fVf@)^Id(-U
zh)y4Zw}6N~RAc^n?Vxi!l35oxc-kA1bSR?-8R;3}DO+;2*bhlFT?fZ7z{6Adw?>h0
zb$mJtim6fRt;I6gz^NSN9@Bw$FE6c@+0iK-xy0UhG}aNpaEyR?WJ92wMMa5=f`WJs
zU-4%K+dTjXbw}1N<>8cO80TT&Nk7+k<79SJe2C|Gk13TLVVo-^=zbV~=XmR&O)YkA
z3(Y{YA3Gwyv;>dF@s>;(ch~5C@Gbn!mX8ctUOkmBljmQ*HG2VJ)pLb?o-Y?+h$0?Z
z$$zu$j8)7|9XS27wjF;RnW?j*(R{$Qu$>nC$^#HE;b#eb(U{87eomwzgP2kmh`KOE
z)-Bm6GnFqX2lF}i;mlUhlVuzsvyJhn)$e)w6W9nI0ESJxh@??Hr-O45?lN)R`wD7a
z085$#XGbusko$5AM-tI72(<STD~b5D35cWn=3$`X6U`<6hCs@{M8D$QK_4`A@he*v
ze*(ObB-A56Rn-cTnCOiI#Ws5)WDA^Lm7{|p@XO5aOWU<7_F~LLrv$YwYTf_kUqK=3
z22b!P?ivW=jMI3;8PU1^q%e!qE+?g?%1Vm4ET4L(H@V9Q5||Z@{OQmxJgKyEsT_3W
zIQSU*A^xIOh!SXNcX}A(OGi|OjKu9G#syRX-f8Sx<qE&Nn_WxA!(|x8mnY$;Lb9rC
z#F=?Eaice)eaA%;xNpp*O*tJ>;Y3S%)|#);;lc#%iqF%xXSCvLR*EK~yoWt+O$cj@
ze&S3*5C2d~F|N0?tlY?7nfR?a7<|4v%ed(#d)!&hf(Z>hGY(xVd-<$-mp>}nJpw?B
z>oS2vkzTa*;;LZ0X_Kz{sun{!9^raLairkrKAF_;xQ`Z$&UZX5)Jx+u`NlW(^Pf~W
zyV!?QCDR%lJfBUt)dcC$7fc2gK@I9?>{H1vk#fT1kE))1pk|wB1}lxh#+ZMrQ5HQU
z<x{xDld9d-fLnQ!A3Vm-J3~UmBmjC9U#qb)ZTJG+62bW`P}mSieTfEQSd-YZW*9cP
zH#01HmX=n&Q^R=&yh!1~>&v&AdyD@*x*G_brB=)Ses|CExbcR&YUTC?-KDaW-<oXX
zc7~~e_N%fDg~a||IsXGzW1FQoX{~Z)F@P7xa?5Iz`AW6n7y3+vxSVi>-#buzk^S*{
zJW8DTXY`RGDn+VNt8+0G>u}ezJn|3B^1)tma*o9}<?6263g7i=WmHl}Y2q+=LVDB5
zF#Qhf-*^sQdCYQ+jO3|?kAd?+I^RRtF8nAsD%V561g-8F@W8+kj-D7uT@WbdKJiZ>
za@KVv>hKuu=KqXZKIY?S5|06TSd1nRFfEgEQN0R(l+Y$`i#t6lT;{E;l1LF#v>!0U
zCQ!0ir9Mv9iW)jop<iH{De<-{`jEwQi%dS2@W58G%8^c|I1mS+gl1vro~Da2JZGsw
zp|NV>JnL2>$6$vWh==>}aD>e}aIVSM-e<@8WgHz|Bs_7rKy~ovI;4PTXZNH)Pk%X+
z)NxPrb`U2x7Tlt_r|ext)p{S5>%U$Yd|u*1ojcxm5t9GTd+>7?&!@{msNP+H55J;j
zxWwSO8S!E4sNwJtD{Osc_jso>Lj0w8{bxeCYnq44ST&Y*fg~MSG1iNp#DiHloD<oS
zV+kWZ7T((8b3)=n*e}3>!5aNb+g6<95u(lvYb6&eR9KkT-nX<(8t+41JZm=aAjc{Q
zPu&9+C|{vT<)vueKRTQp8DWEs2uk&?sFc^o-)4v__V%K7v-;1~pD}oZ^PPw7R4~rg
zZyruM)vu$dEihNRIV92pj~4M9Wy?#?m&~n-kBE^A^+z_XccuaM%|C;uM*g%k-lq&~
zaS29Qkzg1G@hUD-Q+?m%MyXJMoG2z~vYi*>_O+!HK0PkMbO9W2^K(kq&;(}m7(7#p
z;`(aX@xm^CI1qgIRmBpb8GZX2hlj!ex$ypdx#zl+D>y!RW?8TD@nADl!P7Hu*+`_j
z-?qh)87GaM>bbz*IP6tAv7<WXYl8lJB*0OaFDs6_m|UR87>0os=Lb$ieR`i#P?~np
zK1~`EL|td0#~q20ZM*0z_bN$J&{e)wA|>%Nm&qFhL<h6a)G_aFJ8`$1-NUIhpWTXB
z8@x00+V5C6bCVQ-)*~-iq$~!{9;lxa-8(Smp2DrsgNQ&@Sty;F-3Et?Y%;{qW{qH)
zN`U`XcpZYe?}f;Qw%~#(&m7}Ww}VQb(1_MOIrLL}{9p@AwIYItE|oMD`-k2%JY|;X
zJO#KU)R?iuRB*8idQ#b8g{D1dU*lJC`HeyP)lI-Xu?=mgiSY;j1Ehe@3G!zA@ec1f
z>Y(&!uR4(9ZK|$S7v!dC=W}!k7*M2#?Bk}Rs2XiD7(KX(Y?O;YY#Ce*7_&AS-vv#-
z^(VmPJmWH1->a_BLb<87co!SwA@shz%vP>sv3jfX3hJ;FQgNpu#ixBz^Lkb@Jf3--
zy0eEz%|ah%!1kPL9M9EV9H&L=rjiPo*YdL!!~(?81NGG*HMQ3JrShOMf^~@%jf$0v
zKY7Q^sRbC1<Mxx=ZRV}IIkUK-94nQ0689q*OmchSpfhx#gbrEBs~<PF!w1-BS>dyV
ze<l*fy$5}i?j1Rb8TKgPldUl`Kl(S!dZa{rBRsC5n!9yQdUgk2bvZ*x-VKQXJH_xk
zJO)I$nz&wapq%@m;XkS=2lQly(zj{gSbZF{9`SR}!`jpLRSYngDC036-Lqdce^BB+
zmG7G^z&<{ItaQqsU3;?O6pMq0OA<>H`c64G(LCSH`j5<CCvyup{WF!UvJLpGF>rsQ
zk-K5f)tztFus6W1P;~G7@ScFsu{$3&E(DS);O*+3#S;TZ<<#{&Vo9qTH~NR}S()K0
z%{egX&}Cghj=EDh#{SlG9#|00#ra&YG6AwCM(5DZXigb-cN?qff^TfVdqR@x@a!nG
zcBm==KIGOzufJEzRp0S<qE#6|gus7Fj<G-i#R-8A&#&aQv75_H{x`juTa7<$3BVya
zg_=(t&4Ug4-vBeF%>jjEaAXTpFl0~XitY6$)$d~yBFay!UtD(vUPKWs$!5aka1`*5
zdr<XtTD95QEfYJmRJ&<5C;Su(1RiC2736%{6A1dnFvUeHk$!c5$TweTE5=_FP{5OR
z)vt3g%y}bs6SmR~*@U?r?9RK!xPbmGJ;x0w(rp+W#@$6;XbKeUmlw6omEMdNzUoSa
zS8c{gU$or^pZKiJu5l85_sb)N>e^lQ4Fzm(M=iNzu-i6L)kb~2y5;VEt;1FaAueh=
z{Ls6pEt)NY(NK|sf><~|&%0I&=h!=mnhB~Ww?I;92<cEL{#tHu5v{bOG(f|u#iE{H
zW=y@-rlj$cglQlFvW<;UFNlB4RS=z1deFyvBOi}?;J$9~cETdw{bCW5zqzhFExmAT
z;#%EnW%y86pJ^9<u)SJlpKzh2vcM8$OFfA0#NoUG5T$Kje(J)ey|Z|mXF~co4Y-l?
zb<<hXG(^fab=iiR<loUq#Aop=`T91=J9+#6WXiacL#@A&eB)wb`(Nano0;>!$ag)2
zD%vRq2OTsCzCRm$Asf8zEYZdW(|GrGH?l~Rq#LxPo13It6A|$SvE&~=zy6S;46n(S
zr>~{gPIjw_@w%tFGoS1amg!=PS}BcQ`tDkLUU1x)OciLN!txTBeJFcJ$2uoR$A1Qo
zxzKl}Yv3FUp2t9fl4@Q4SRbAmkf`R~?V+%Vawnqcy8wZmWCDr71=&XhyM=Rb1Z(Ev
zhWHW*<b?$-n9$8h0x@y*16xNt59}d=XmWE4)Y2p+IDJ22^!wfq4gw2%Tle`LF{T=V
zS6JxK6~x3TkbU_vmt+_Zayl>|#~|<xC^SH;5hpqi;^NZL)m@pe$z0w6qSW$a%R$ts
zdU0|<UBP%;{pdlvBp{1Z*8IP4BJl%2{~6ydum6ni5F(uk{2o83Z}6~SYux;STx**C
z_@GD&plP?#AV0mTH~!D~MuY+}hWgCBtUBHb&2a_5(*u6kYkN8Ix)o=lgMbD7*Z79!
z1gGs@pS<M+X7CQdfj^vX%ptww^aRjAy)9x)q9Rm^pzQOKw>*(VF@JC91`O;QKk3jF
z8`2P+kr_2aQv<{raR!s`Kjhm5Jb++wBXh56%*P1It>Nw+$^XX%9dXxCwR7XqbYlPy
zSHMBx*DhZQ(`Sw5@9!Xb^78Va@_Hc4pdhZ_G@af7hMWUiq|ZK>cN^c7p0zmwTO>ce
z2++r1;cg^BtStFM1_O}Z8SL|m7rP;V6rKp#00x2>1jB%~7=KW3g>c+pIQx0$6F=7$
zL}U``1r#)+OAz>C^;JwEUq?LrMEZ!PJyc{-R8mwoeX-i_%8ZM%=k%k*tpf3j3{OTS
z8m0%Jw*ipNuT1d?yjOMHjIY4aHKA>g9>F#ruA(pJ^V?)_tglrhif-UY`L`hSe~@p9
zBk_#(jGPe0?XSAkFX)#q)R!x|FZIkXJBiv!re#9kK|z==!mbv2w8Kx#J)!2wKOy9b
z!Gh)f8(+#UJ%DW`%QDKT^;?&oN8n2z3n00y+4CtNSsYI{k6>K_Ddt!HH9wZ^da;!b
z8L;|$VOxHB%MQ*DVR+<4uruTVti!`yFoQt!KgM@8|Cg@vAR>6vdxxn`yEllFgoKkD
z{3H~;!_6%i-*2Qha~Rh*kwFkdS6;4NV(@FGEKU$GxBh3JzyD`^$Ab6)BCmF2-7wpV
zZ&0A1c&A@P3?Lzc|0TXTQT{ESl&=7AP`sS3nSgt)ANI?A&0jU|S!sQ@`q#OL|5R_{
zhJ`L7B)`6Yws)@2KhIml^`GZ0VzCAgUFS}BoeI#AK)vf<8<M;Mt-e1HC+)$PXTc!9
zi68^K%^sf)?<JQ2z{1yz_XR=d>GX=Z|IPkA{oP*jp9GGS+4c_lb>=BF85M<8wN6O;
zZ2$Dt1Mrm?RO4a=G7G{%!F1J?cr1Bpk_%mqHu66jyL9lgiFYvuV&42>_@{rv&>uV`
z1Qev2aF0mFttRj0jA$}C9_EiZaOPLCeI<&v$o7+_cFF-GsEy~jWrVtF1~f8UsSDtM
z@-fAyLpcw5Wh!yl&Y1hgO8Spa+slox%=R_czq;RgzWLGTY=cEp#NvJbr+@qU;Z-V#
zbVXq;a`uLk*t5yHF2*foHH#sJh<_wlM-p{7Zm~tYGPSq!r7UhG_xq&fFRP5G6Wm86
zOpE-cFd_qN{Sv4+<Z^pXX5geY;Yv_Gh&@TmOs49h>!RO-2$2fHulPCBm6OnUeq{DW
zsx95WU|V0!D=#EPaezE)@u+3Wu~`UH=ao70`tC0HIHs<u=Z&PJ-mHoXt`J#rNzh)p
z3=<=`+CJ?J@o;lak#v~3D*4&UF&yVh{Y;-LuL}a)gtYZwvL~Y!^+=9_XE!jnU5wl<
zQXW#vn__jCRYsnzQZDLb2I3_VCNh$7U^k$xWzh1t-<G3Q#0TG+y_UvPW!yHbqgwa`
zgRmwfZE<`aOMAK8--pHj^#*Ly=pX{AM)mf}KIQLr%aPp4Z{kfP^`TaInQTr)C1d%M
z2rdCKdDzucyT2ds-TR#d$UaXr1w}09<=^??FXav6j()fng)y=dG!MvqdZ@!%*f)<6
z5YL4*i&5Iw$j8v<pSkfENl!di`jTu9aqR8Qc<@)rML-J)H0Td1C}qscXT<Q*?(ov!
zZO%|*53k>i_7$|p=pJL3wK6=M21*3C#hwGv%is#B<eg}-*O=r)DAi8LS{$)anZ#GN
z7Y?aTd+;LWe0>ihT^F>|BhGOsGX9__=-_jp=Uc|RzVu`+8QhB>j<%{CNgibeRbtn=
z^^9hTSLk1tuY2y{#I?RP?}IjP$!ovZk`WPGiVLuRrIlSypi<4ORs}*QR<o8GT<HKV
zo6@*_$SeyQQCSjH=D0}$c#dIppO)4(1k@2586)`hc1;3XGnP5p*^aoeh>1{C4u|Vo
zIYKvC7La~#abuwwcNgM68zxKj(^vIXFIhvShnH%>{Uj<0l?3y((l>ON+coKo4Y2b^
z<TSe;EwW+GrHzP+tMzE<rgcvkI~D<*g;ELn2x|?=@jvO5*yUrrbKXW-vkCl*f4Ar_
zF)%k*9o5N&4TcAQ=a$rvO@C&EGKz#-)NPl!eU!n&&l*iQIovhMe!HroAf-*@ld-I_
zXlKSKZp*^WW>NB#S*#WMr;5JCr)8(Cgln`<8Pa#6XQUg`5|o=<ce6lujRyck`;mnd
z2b$F~#BowR5w%sF&N8y+n;m+3`3?`-sd}lIne)6J4o(UR=d)Kgk^WxuBupiFl-q%A
zKikjZRt1pKq}L{x2K;TUfw74!qf+{?_uPp)=^M?^3K7u@VupkJYNsv~8F$$0i~K$E
zo!qn+_(P*Z{JeSVS}?{s=u^Pg@GIl5T6u(9m$=Ugbd!ZcQs8BY^FhTN3D`8a)eO2D
zQGZyANJ3DQlh%|8Axwo??oEF|ayHW+^`rQIH~IB%c6=hE#d+slglSe~eEF;B0^kah
zW`vv=V{_+c7S=orWn3NShow?JS;;NbYu5Fc(o^@guh*1rQchKMW5$5wNBO^f>hrM4
z0|4RWEmf@z-R{NL-k6s)+=tdi?ypi2oyDQ3PtkD7%6JXqfwm*nCu>Q)$Ugx=qf@TO
znY*|0*)4XOskR@Z6e1t#Grw_&@|j<UZiA8|GtCh&$p&G1tvUUUeE?b`TgPI<p^1i|
zZ?M(_igWDJIW=v=X$gpAnz9w?4xcn#$gP55yzH=d&(>U(@Z{D$FUPdE?fe9Wb)Bgi
zUd>=8IbXM8aYWmv!r;~rE0L}K&D!K=M|g@(4}QZ53ak~<7|LdV4ilm7#ZVV5yd%K<
zoKDub;hQ}(g`&4-u`bTH#r~;ohNt0BzZXT~N$xF36O`pHZw|P=WhOu7vT-z3m-~$*
z#YFLj%raVH5}dSkEqCQ{BYecBPMf$l3JhfSB=k_fxYI;vH=$vaMFun#d2>iwnCDvJ
z{>14lm{`YKQCyOSlcsDG)F7x%lPMg5E#~N>orUg3Vq9FLr_RqRSRK!dFJs_Nxd(Y!
z8u9{#cl4V=7yw2uvmRGUySf!mFbRoIYD?S6vXG0yxuF+t7gz3Ec-gwk_@L>3$6>=%
z8=ajC_o?;&K}jJ`VA$MGcEhOni3XQI=-bjqjyJS;CRE79w=h4{!3pgZRW$5{T^MwX
z=%#dYw@;u-2c<X>z{64N)nC(>rG=`(i7J|E5Qo*y0tdj5ZhVvWP<0qrQ1s7|KbhO+
z>c<XVKH@IU49A4+z{={+Nqr<)uj{taL)pK38j0dYmUlz5jzUBsiq7aDg8vg<K2XNv
zx%)t32$FtF$zq{u>78HDBBVk1-bXxVjVZsbpha=(>P!gn{ENIcsYDU#ut(~gy-EUW
zUo`Fen=qg;B{Gz!nl<ILT{vrxuB#(IRo!bZB04y^a&)eK{}XJ>=tJ<Ai&W^dkb4AM
zb0#FsLmsm-oM3)PP8xkB5;AHn`uTyYT{H|d&g5hwOcLXg?gyWR`qq**UY~%d5sh1X
ziP`m*E#VpMHHP}Ejl#xRDz0RYS%$h^et8hba1>BK$+TUleeaKY)!uO|=3@VFO;%>$
zTQGtuZ*LvJlDVUmnwTryE8Trj<}T(-K)_i^8@ZP{lnqRv(%&hDX8sh^mbZ9mJ^IF&
z=BrF=#W(4J%kgu^4zE<$uqTz!QiDpSXFa=Rm&hB3C^q6@xhE%c9nOg-&zTbB`hter
z^8x6i*osCO`qZpAoo6JvRhhd{7ko#uBL&0lBIKKhl(Zv8q3J0IFr4Q^i%vou{6^(i
z+sI;+fB&e|G~?WqePzX^%6^%bfb^Q&#Wls=G6{^8RxO_yU*G`x;HMG)e#V4fJ!`+E
z4KBZqNfy|0f;uu-sLaEexvFS2#ixIK>;P;j+ZvNR%tXfLzRv8uHL<Q@??dFe8TqK^
z2$yHsah<`OQz&i1!GhcGJI)2b2=H@}W#V~WI*K`k-dbeR3Fmkm(M`M>s*e}FCtO1_
z$<Dy#CIjPxza@Ia?^SC@rpe-l_7Mkw9)a)57=>r{M>Sq`F_|5Kx?Ed*tktT~n*+ZO
z6|&$Qh7MhXrpTnL-fY<mhka$so`V<vB>NdJZut_XjiQx!jycurEpjj|KAxoGJ-C{d
zpYX3CfqwhVyL+P{2@XsDmzx;q4&?cY?O%%~s||h!_vh6*P>zk?OsJTLN&??m(W@__
zJi>2P84MU%n<z>O4k2e+IG~8R6Z+5km#(CbtCsWz?NGc`Dhzu=e9}nhO(?{(;tD%?
z{~>ZLL48HrgDvsR5+2NoMmerkT1(<>m$Ykjse9^<<u6sX6;!J&e@c@KiG+Yz`-!Vh
zDov}o*3B?fCev+m5wcJGx?wcGl~@$~TcSn8MRAL)2vr#Ssw&JkDJsOh7yu8ag>`(f
z&(8nm)`u#8WT#Pul6nG%Mk++xNrh9Xr`BxIS~|a;;7nGIN89LYbTMfSwS;qpQQrC<
zGd_aZvBq<@I#QTeV<C!rxYR*DzSMF27lC8#`^<$Kz1$%7W|ox_F=;#4-?I=ON(uoz
zpSIB1F+_n$v!um9#;dg(EC4Zam>C4MAXFnxWT{{bV;n8bJ8EmVx!_}S&Xjebz2X;a
zXQ0*Gk*p)Yh5k3ez%pR2njhmDyHA0d3C=SfE3!l13(OxM=Vf+;)~agyALFs$vs_I*
zFlq)@A3_ge`lpudO-Ad|WUY8_AiP>Z-+F1McEZ4MqL4SDcDHFQ5h!gWwB(8f3-L8f
zJp^E&axLwuR<S9n53zrWHsxwF_hQB*RvXMGvY%@6j3?7nyTL#ZyrZcr$E!&^R|M+$
z?*`IisiVU)A_m*a+s3qWkfoYVsx)75ghew>x7#=3E>SS5yKg8`=byzUHPIz9XSbfO
zR1xR_SIgpE`A%1Uzygt&Va-#$JYOrmr9%J4b=b0$1uC1TOwv}Kj@a)!&q-K%bDtp5
zTE>#NFwcmqpC@JbcM#?3s|@~u>CIf)HCMK`XJ#)RX9Mxn4^3Wz8rZrg_N;W3XbA~+
z4T(ADrCqARTH_mf>uRTeQCC<DE6WedXXDJnmlN^M9<_pNfY5hqrCHRA<=0Cr-o4>P
zh1wSjQh?#?h>b3Ej{U|K;@f;%uKc$!9DQ@2UP+DXoxS9Wx1OR!$UJq?ti*r>{j}T5
z%}sI0p;leQYPOhi3)NSBJ(U^n3$lsKpUaB@PeWoj9<eZK#mYY$YplI%WV3qK+bEBT
z$5m2t>9$p10GleywJ@@4_V-0ny>#+lPArv^I9PGk6@_S-x7LV%-`Ej~Lb#8VjegPb
zPf(_zM!mYEQhXV~CfzG8Lb~ZCsi*u#n+VVN&~2FXen;@~y_cr+xt?yuc7`lhIeUeO
z=s6r^+(s!7b8}XMg`~D&4M5l2<AXMReuJN(PG<hb29(lgg6QEPn8B5^=|*P`$-i@u
zD#tp*U~kcaUFd7(WD!KcX#LC3->~z+=pS!ARK+c~S!m0{nUC=8Z&h>Y`t0D+l~iv9
zX)Eg3-H5>nzc@6T+2Upq%iYb9ht4!g9TvoPeD0&)W`KUI#Oqk%RIOaS)tw<;wM++a
zDD#&T0YW0T*`SZv+OGvZiM)Lkh%L7zkkFzzWX#xyPlC0nM6m;X<zjD*sf>l3<|D_`
ziSGS@>v<vOsKed-7B0!@!C5&P;|T(l+=?~XSxdX%6#aaTME(Nl_>7)XY0k6e?O+qg
zG^!mJ=F0n3o)^ka;tCS+Vmj%THmc`IUGIEbfJH{75D9cZaUVJ6+2pi48Z|r>w^6Ue
zGs%&|Sx6sEOV!>v8Q}xRoiMw8=52d{GP%c2|6nMUM{Le_Whk6RSBlKk_BE+jv{UsI
zw!}=w>K|tl(!W19Hx(Q1;7(-4f~P2A!x#u>BznnQTU6mn<6iYV1qC$u>dj`gDVb{K
zfS4kP$n~t2AhR+IrGp?{ySO-Urw0F?sT+3zirSc&rnmgTrISt#$wh>d_86iLSTUI8
zyWF|ripu=(QQxph+DBi6P!>x8&J4+iVtD7|5&2Fsn+Ut=Pm)697QDWX)JPAlU8qmI
zrDeCV62r`;hn2NG`<z7;Z^#wV8Dj!aAS`dhp26`eyS1ADFFJs)luY5>D57?SL6f-t
zdgHHB*|!3Rpe5%k8UFYb!t`;mmN_lN#}DWvcf@1g3py<{=}a!X5tW+qA}q&%QLRD_
z6~g$Du#v&nz~!YjmRemS!R22?;(-MEo@s|?x>2qn7J@73JdyCJdLn92eZ+ZXzzgat
zsm=Pr1G>c9o-smQ{$+0?&SCt3`>B>)WonA~zE0|y6+XL%a_JlAEA=c%Z?bG!25Q2M
zSn3HUzaUt7JqKRBz^zk0e)StdZxql27lJNsJC*n}PLFFoiv360O~W^>aEysyY3FVe
zgeO&L?1Do&jE~Hf2gVKv<bo3fjt)mC2hh3QzfOq2($dNF7Cg>X$a!ZZprH|xR)iL(
z!kB-oMz_pmsQ8#{USZ1C$)rPhzlu<|4!WA(#ftYhiyLAMoK+M&ogHKnM>Gh4%7&zp
z>L3!LJN7?nco)k*r4Vm5o+}0kAJ~Ubh&b}c&R`n{!@+3R2%M7+Fc>ETFM_>-+c8m?
zV^u^xdZW+$RGgI+;_#67#pbc9&AV#$lO<e&O+Abo8sBh3idh0@w;t$xj()dPx*grU
zwf^c@7m_22*uraYi$rOMUmLj(y%pcR@fS==$R-4ejwu42$qODk)G$zJo~Z40oL2)V
z4l)xRCONIL4Q=tmXAbiL|KKLB@wA%SN;t>cHWH7U1alp7L`qxpTN|2(q(WywGqsAE
z7@>rbQ@i0XR+>RN=J08oR0@_^VQ^4mtJ!wR0imHZz4R)7!4f(};}ws{FCOF>X?0f9
zyOP5ZuT1XjyFtCWe-%P&s50FnGIHR|-kN1up%q&Rjg}^U^?M0WWe4HE{`Xl=SCMgV
z|L1nv*p#M^4`(LUzo?b7!Vl@frsvD&f|kTQJp=jNr^h<EXqP2W<T?#&>By*m2y&ea
zPmDGuA&W|}?c^fkD-YAes5Qg{{+%fclYm(PcN5XTn8SAh%%oS<L5ZfbhOc`=jPz+W
z*aGG!kM8^=1ZQEOcvHH2uyeg9GIQUIJh6nY>$2v%))SWUhAh+wKKH+0SAuo^DXy9c
zwg};}cBWw)zI$mDyQ5T?YTy4V5C(c*q2L<dbfR1@Mz!app{*Lld4SQ#4oKNBakh`D
z2tA8dq`AZVX;$%xtVmhLO`?5UM6q(RG?K!?>mAQ%_<_*^(D8|TNIN)Vf-#7ZdJIy#
zMD}8!6^W`OXkMV^e48u`CGy1PKq3gwE*HI(u8cYp>fwoO<etF=7@9u8UQl<SHsdoX
z&<`u4gideF-x_svtiAQ&5^f8uO>%=j^x~Oi<!+v8=Jn+x?CCc3m6tjsEVS{kcd|_l
zPm!+<XO2~XJIeEpj;Awlbi@L+r|(;%W_DZ9p<UU3Jtx32XyG-zgCa+)4bn>HXCg+2
ze&iNBub@zVQMMKYj6n?2gM*cHVDQ!eagH|>{gMNjz51X)EyR<=a(n4<dcEhfCdNd>
z|FCsV;b8}T!i}BAYS`FmY}-y6x3O*gW7|e!+qP}nwv(^#emA?%?)BWw&CKtaGw0C%
z)HmqiL-6K!mt|iiV3$`M94_kmQX36kD8mr5cK{y14~WhYwi}Q&tenx7=W126@nY;X
zvvRgqo-)5a9SpuB8_6S}4vlP%yDKntkWdjg7yXh!K615lt0;IC)j6!Rd2P;9xQ>@s
zyP0gmd{<1g=?S`t1AiR!+nvJjpvS?bk^$!erk_TlkJ_7pJT8T2;|_`RR;d!EY-qd?
z9f6nDE72qOE{UOPv^vz}0>f|coj&nv87E#Gt-Uui<$lw-aOpfw`_AfH5P$zkW=X}4
z#PG$jXmqYFp>($*F2UE9XwpSEDaiEn&BNTGEd-%#+aV>&08GZydH$-1ArP;--;6vk
zCQju;+X{yJ!&KJ_BM@RwoiaT%z{f8mA)ui=WZ#vJ$b4uGrAQU04dYV<e4ow+YXABE
z@HjI*D(sq0e<~X(P|x9MwbFhX=RkUCv3Dswj{|N%{I>ra4g%O~<N(tPtXGIdJsaQ0
z;(;~BQRiDy)2;t_Wwv+jh3iHOdnZb<icuC43j}5Q>V}+Wu$X0OI32#q){^cqA@G<=
zE0A6of!XNr9r3;{nb<oYb&9rRnv{+#F_{ISY5vB{L#bBOlQzwh21m-9?By{fnje`Y
zu#V5XP^DnCBGSr)HLp~x`MPZD2lbKsy}Umqp^(vt*gC&>8$Q@zpM!YloHw!BaO$Y(
zHFN*H4_EFIZn%zixqqLJBEmt;ci?@K_Rag%7~88pm&Gxk7V_4W+=a}3OlQ{bX}pv0
zAr5>m9Z~$gX|Kur-75R9LZTS{9%8#N!N;n<5?|qQ@Lx{5$G-7X$5Pj&tRaa#-XQcH
z$gvEVWMvquL5m&U84RV{vNCdgQ-e_CHF?uzt+R3zg3sUXssCQ#)e^gOMFI1|8|&Lt
zRl)ZHs^kpP(y0x3E*rcxt?hGS{BOA`?x+ej!!lPzzIECaZsYSD&UWyPaS<#3_+X!@
z*BM!NxY>2#sbY8H7tCN?wdAK5SVTeDIMu;AHeP=cf2>8-b^o6)e{5!;>@J=|C4ah7
z78Wd4R=ZpFa0QJEyaj|JUIF>vuYC%v`UgEywDQ<`&KbfOxmEp>YVC^4?0Re^lPh$|
z2yh0=(R227ijqUOe}TKnA9uU{8VFC9vDil%Nn$AJL%*F;mXa>>g*U_1mzBWmyckx}
z6t_;Eq>@#LSjht0iW<#2UKAJnJJ44l6U@vcj!sEZ{_woqzz{~vn*lhvGMDqiAF?q@
zQpPdkYch?TcN%9;qL?l3n8CT5xkh*|jee<>FqitZJR@^yMWk32o<yQOM(~^P{dA@t
z24%G^nN=jG0IWwFo%gR)r6sy5{UZKKbZn|n8CnBPbY$L7jejb9l0ss#R*?sXxfZ&M
zU8{q{tOeB0*1LKlGyq6v(69rK@I3o(ebQKVgsBl!4ryG9{{pxmLuJZ3)cm3r0a=wb
zAhzTVT36w8rD^Qv+<dWXA|CDzup~nu%PzXG>AkgMVw!Gc19K*Ngf31whACZ5m0jm(
ziA;#Z8`F$Saw%Xst0>ujpUh$q6LIT^9YT-;t5^FsU<jWz*?`WY8ieQq)A!SsEBj$=
zJQ`sgtihzt@+yjiOvTGpb?eIS-5(KoSzFBfWuryKU$T8C3fOP5&TKbzQ$oL@Jr}u*
zTKDR$@~_8mydCXqB=Wq7+@!ueR5|tLnAZm}bFww->b(5Kj2lFlm_n*-kSHkW)^_k3
zH6A$JmkTovp9ZQ$>a0}^Seg%pty-V;_sqA*HW?Q(SxzXMMI|sFHJ6;$5_F2FPgP*>
z1}a9KCcvtuJuT7=|C%TEXO(|nd8B>y^~-Wi9vL4pa9~fDkUJ_FMLP0Si{r^gAe78N
zj#adeAdWoe2aOiwRvFa&q*Qf1GirCB9&a{oDhQRz>jU)VE6S$il}KHtUETF`8({e<
zk~5oQwz9HJQZ*-%srsuF=i03oy$%)+_z9GGg-K^|-^TNzS&iN{<QoaaMuhR0dsme2
zm~PLH8n8ZW%1d+`nSPAj4QM|@RQAySjyRh|zb1LD!ZH%)Xf#0UdbVn>rrEr8Z*Fur
zN?+$w3<qFU@no8HwHM0){T43Tjoi)wnyAh4%2N(8RtwWUb5Yk)8tQ-_z)~(X!NzKj
z^}4yHra#G0G%A(jo0%{}dTO-I_*5+tYt5eF3W5It9n&DFH#QvK;9qp2nibGqWXjgf
z_mUH()A0N#r+&Mn@ncX~EVn+Y++v^Ubdh@I4`326oTkrb+As98FNOpST76L=O+y^y
zbM`*^7aem$#sxLKzt!PbVTDDR(iy39nB~LdjqL;TUF5&?mwn2$HJREGX{%qGHzc|!
z>gU2umcMV7i_gJB4w7KE#79&Z@q0v`qCsy&wZLwP_dc|G4-AwzE^FgX?}x^FKXTYp
zCNL<ddEL`1?q(qV`H%3_JbY>$C$1RcfGDF6^QiYR*Sk6R>05x#r+TqKV8!J_IiuGp
zNoQ6_cn0<HvN)tTEx8r^$d^S)j8UOi+7^AMP5gIxVv{+_vR`oa+*I?LUaIXX&hs`)
zz{*3c6RAxU{bi_~&Sh*0C!;rg)~QX$4hRXzg3Nt##31$vf;?#_%Bk*agv^XOJgw9A
zphgsR!!}2i_0HM06O{GF6;mNwLW6qOU05$RL~lqlHLjvIJ5SFj6u9K@SqJkvQFu{O
zsYwh|SNKJQ!HJlpa54z`_5NgAa{m5ZVda%GKB?BG@6-n?xe?UlQN=4`DaPB+4sfx8
zGKOi;?M+`)t+v3XL@+#+M)z2nTrlRB(PVTgU9_=RmV4o?iXUlY<3xp0T#n^fJ;ogW
z``O7qy#J&sR9})s8P?Dk(~58P4*g}w5i3>6hzf<^5Qdznpr*33%hXJ^{;!7Nj#_$o
z;OY%ICdkVA6{ud^mq2rfeBJ)-0x+P1$fwlUTHfDE;13oWA@kTLDsJf8CCsJm934TV
z!tZ&%jtI(SxBIIQj2+>ZldVF(R%SC;7$QdPq7d=;6Z*36s>`eSI3g~nMlACa8B63l
zXR4V?7pgouQ6>TxjEN0b1W}3oG2pTsYk+-qn%c`4IwDZs#O1(Vr<HRX3y|k9y2C!<
z#DAr_rw7pZ1esRYU124=pvt%0F`@MY^~!OTlNJhcg|w#f3q|RiLPa0oCjY$b51~QJ
z&B=J|Fy`rZp^jbpJ|K-b<LWWY`yv^mQ;C1(Ml{MGmT9~kOMH=d%x<<87eEoUHI`=;
zJq$=fO+MpE$1%~Cv@y1q0EgF$5iE~_aXgD+^Y}|mSn&F1H?Ckvft^dAj`om&CDq)a
zz+|DDwM$bIKNzoM?TH6Qvh=<<v<ZXK?W)x4_dA-y2Sdihv%2`#6yqqnuJsltPyzUD
zJ3b~$eO0nsrj>t(^U>@UJuG~lk5I|zd1O$k#g0n5EP)aGk9}Hfz{2H$F`ltrgcS>a
zBJ&bjgWKD}sC)HPFl;tsdqeIOcNK@}=CSx=TN*JX%tmjcc(uc0f5^hXL2z@=MeBB8
z%yIvbAiKI)S}#d|&#PB8dJvvfP3yH->+dPy7w<;9tH1r<YSwlqSH6L}D79req06Iw
zxTXmZ3YoR)y>NE}fahCIY4zr7-i9I$KNR%1llw8-^UlE7VrSQJ)EJ)K2xl|;U!7`X
z113F>8__g7{mal-`$H`a$F*Xeb@UPonkkJ>$Gj65dNv2&fF$xts;!yL$X;cZA4J`+
z)QLpgf9B<df{9h06w}|11^IOt8?pJy)EZ9GO-1*f{552QfpTXfk|QvSlM4b@_<9FP
zEcVm~Lu*bY*n+cCoj)`f%cDYn^glLJJxkVGs6UOop>!8{Hdj%Y|Gw63srilFV!jjn
zVN9wZH;?WhV%O*^-Hz63N}bGD5%nM+UB<qp=OJO_MSNncM!ea{pEh!`GxdqQ&2(6E
zfqK;*b5NeK1$xrsIDS38FOVyenr%(PN>9)P|9CT_!HwT^wEC6=Z{=)(y6Ke6V{-ZD
zoBf<#vPhNJ)=WXg(Gh!ioqQ`dqd|(NLl<-Jd+v}xBAAgYb!Z5`Lt3<C7>%%C?LGYM
zk$H|u95KVb;KnrJj9H|(Z`b|VoSR1tW6=f#)umJZ6!7#Q_Pi7x0&;ubhy9FlEhu?*
z8WB5P7?|LCRX9q&yf7_QnHbm*3`UN{y|Mi2NHQbp^n0s<wR`M&opw+xvD^6(g+^YA
zg0T!n410aJtJKNqH7!~Fc%q3ju_{#TXLoYVDsxHW^9<a+J+#(7CD{E<$J6o%j+qsW
zFmhj14<MJ7#TgAl0RKKD+j6F-V5TswIoA<WPmfG}w0GEpd;S}XS*Uc@F|3n$lCIV_
z9D<O;i+NP@MOijvRh8LHCr0jQP|!ngiQN%a$s!==<nKbzVfW)6On&~`NNB~{P1Ifx
z(zx{v=t*20`BD<^t$kcQOk(0$2q^cgek{!1Inas7T`Zowu`KVd8kSV)qdF=-99ne~
z08dQavcczuYgN6geM+|qvjlSJkDZ>cP;UQyaH29T1VVK$K>J3Va3h_Q)bYEzk;nbj
z$b$Jyh&Q6tN}qE&(gF82vxTg5-G^siA}&3u1C>H0;fUhvt(H1r%)M~Ixo$Y}C#Ox(
zC%`$@d6d~S5runKfV$ex{>6pB8_|IX=P+Q@dBvdJUS>if=ZE*R>)$c!kU526C)U5K
zAVYA8hXSK30W*I|ylBggSq^<K=HaQ9C6;uTR{9CXy2hm#M;VW8umB%LHG~uB8FnZO
ztw#CiI3h<4A-yTK?>y+>t!S7<Kp1%v1C(x9*K=y7@d6uo@2aM*;3nOtZ*8$R2P0YV
zyD6;XE{p^LQ;xRIvm8S=mC+v{jk4k${lw7+J4Ui7+?g<QyCtK=WA>b<G(xfV^|}V)
ztp<b`kCX?wQ}X8uYcYw#MDgtwRJE#_k9;e_#7*(_%oz|FF?_E%o7b0x*NqG}0D<pO
zwDKd-K;@QmQ;iq6T{Fb&6FvoN?x{(KFAhbbe8r3xO+CGZ$u3kN?*Lcbqtoh~E?QW1
zHv9ks*3%V5b4XDX(v`?8MQ56^Y!;)$9T%}rp1MzV<IFh^?smnpmFM|1cisJM882DF
zPPuB0;>o2N7gTY-*;cm#vJ+{WaLT|V0K)qcWBI?KIX1@sFJk{69(G1f4#xlHVgJd*
z%Jv_k4ilV(jrqSc?8)2l;IKfbqd$wVi;IgCyI(g5I0B<Ef{x!T-3A>#n4biD2n*P3
zCUH)EKYNzLX5Q7?mxb3>T7z+x#Z$vo$5rZ|{DsB6ga%(t--H}wYzhXfXlwypVR?Co
z?!LaMfxf=rp5bDoAWq*;6oa4N{npoe6hf8>p>C~-h!E(NL3+2HzbgPR0uz0(-D61G
z7^r&~n0q^**EiQ8pF_x}<WLGA?tWGv-?c$lDIxZwdMJ^cZtTF<R{FNhKJQ?D*BC=y
zhlRm8ydQjvae`{`t?)(mfkHM$vJWz;hvEXg&sqG9Jbu(AR4uXG_nTgSeO*^qS6jfu
zg}yjF6P*US8y=w!`q&Rx7qreI!tG}01(D5RKDIH|#*P5-@~D2>vga+P8;3uJ0_%p9
z`)z^TkAJxXS_9ewx;+BwUU~{bhlRXvWAM<0$N}<o57j+3@MhBtv;&Y}!k_j~np(n{
zIzGsRKl{J^hIa-7txuS5`Mvq`8wj%g-5B!m{<pw4a9-cv6ge2c`gYZ*F9?|iJ_xeh
zHKF_EqV;dA6z*j1<r6H?OT9naI%)yS!@`-Fg2*Y{gH^BS-PS}Fu4`V+Uwj(kF!S)c
zPe|2}!j_gmZ1s)p4x5jU4zEBd+*eAsD0Y{TGZD5xOmMJxKrj}FJ)}>2#YGDcxb$QP
z`cd#MjbMVjeFO$LfiCw-`haye5<No)WphuXLHM+|`GCEDs=TxJZXZA{`&9e^p^3rA
z_PgQc(nhHL!0kiYLOe(OdEh%mz~FPVbhcG=bbV9nE0p2so&M$2xgKOseXDtU4lsYJ
zQ&2!ZKt0>R!GdwTK)8Xl^9Xr@{Q03P&<zC7K>2-9`5ysIRn+~MaL6BRny%@e$~8y)
z;N7=V_SImY+)3o<d<{e(V^=@e_fYn0g1T-#`J-R;=)VB8Pnyv$tKqLEA~Gb3qON&b
z;N*+nJcoIC<cJXbdD^{u8$Jg#unKe^kc|`o7%HHKq0V>SyEIj?kvm~(k-3Y2H5g}g
zFb{vrdZ6d0#ama=flW(K6`cc^u)wN<%XO6nWcSEe-yJ{Kv$+O$Z`C)KXNk`OupaiK
zE@f(=@?5qqwFr3y7!XGX@YmnnNH|dtpx*8OpdL`SFV=n#YkC-TC>PM~6G#xtTx;wu
zIdneE_1Z2GfaDKI)4L5R*tXhpqzLGG*cb610sy3G)&}Bf?inkz+iA56h2KZ(irw#s
z`8hIRTltLvHBcP%Q|#Jv@rzi{m2Odi;@>8bpdde!**Sk++>`<9Y=D3+2>UV8F!Xlg
z$3J)a_0{uxSI&`*Lyw+&aqt@9r!86=KM_yY2O+W?!aH=p(%C(9K)l^2qT5d3r!g@M
zaD?ca{YdEUdN92uvokr(KM!_Y+0v~J{R*wF>&gnukHS|Cez^GQ!R*7n=DA%bT*?VN
z@xxsA=Jk5Fb<_B)wE2FT!n7NwVBI4@yCOvM6J^vK5ncpBU%zA`Ro+9kd|Z6!fm>ee
z971*VeYNUu&wUWSFJVE!>?76=KL5iS8Zdzag|E_!Qn{qwa0d@`C#Mb)rk;F$A>=`p
z<SUb^PYz|bQPs)W!Zb%xS&vR0OZ&xazl*hnlqL-q=WD4_DFOt+8bJ9npzinct9TQB
z$SRbSH9LI<W=klLQ7jy2VHT!8nql})tWUk(*QHgb?76hl`6hFZyp7=M;42QKOM!+b
zPF!$^gt6rs{R;MCVeAVhv1OKhnpS7U?h+1z8qyhU7>Ln%vrHQ_^3>KP7$rEC-}};i
zu5VH+=8A}k7*>yDbJ>3&!m-nD)U4wMi_h2&^mG#v5na+|ky^-DbJ#Gkgz~`&{RY41
zks4}3R>iaWfl|z^H|v&kNh%J|K^i-mWk|i)QSTsL>d}02!kKFzuj7>{BWW&CONLLK
zQPbow)f)R(5^<`yFj8(P_ljUmPoq?nr6m@o1WL6C!-|gn#^zBjQ?TmQzz(Lnhi*u&
zp&X|i=;CYzC%@nMH9VpPV|c9bTGS%?Lp#2@4!@FCmXh_lL9&S4>HY=cLt5)#(--@q
z7c$8No{P_h>e^0lCleGzUDggfT*{s!ny<vYRw+iJLb72aq#G!)f+B9`e;M|hPjf-k
z!|U<NHa0POb~rYDP%Z$hbq_BpH|uE?n`S@kPGRnnPvW!+9pWu;L|S?NrYrqek)6H5
zZP24qy*G1!?4rOoBOe4>TQn4O@in4G&aJRdV8nA+U(!`Zl`j`UirL<OHLL_aZvBOS
zeHb}>A$`Q=-L-=oo!~<y68KSt3f6JgK>K)HISXgCM{*Lw00@4>#`&@klbA`!{u7F6
zk{(n%3R$n*gN{$~rIS)<oS7<jr)|pDWkv{yR`2>y=lTeTmTv))8IAe%dHpedK6Cvx
z=L@f7GxiS0B#;&Q%(o@fB(2f9HYaV08*_?#H_|9V$-+2$PhpS8{s<=MY^z-)?%ol<
zr>umqnT$|OVGv$j`N_cAV<<_}GBN4K;KmGP@!#Ek3}p}<_CDEaco980DJ^zyk3jU<
z5%u_8DHWZC{+0p`pTgmSnTx|rOwE05Hja*dx4qV#A2LBBc5Kw3CzV-fX2UHy*U6%@
zBoCg~A*B|^Se6o?Xcqg{^8PRgLLoFGT`O;iZ_?DMgdQZt%KPaPNMfB~A+l9%C4KKV
zes>aiB^2h3F+z1V2Nee^nyN&av3I*>ep@mZqK?g3c2EJpRy9$nSxBj?KQkZNB}g$_
zVIw(j!EQ98A#p6Ks{VDs@-s`?i<3cTaFTh)QGGg(IH<CM)s6a<z<%S?OPwTnO7+5(
zgP?t}x1fbFPXn|5y2a<*+@-gBey!-VaBm=>#8pfld8w5@pUSgOiDzalWHrd|VKYsf
zet#VMjX4IG<}xF_qa#G$6`<D6rL8mI3$63(;gznP&0~1c;J4E@$ZFHK+jQRU%bKM*
zjMwN4hlvU8o+z99_A>~x&A*^88EOigc6*>feLNZ|%hI5q()q{p+~_)@HBNJUkcT#d
zebc{EdwF={M7T83E?jAL)meg`0jX_-$g}wkM*$nanpLE(n5h}~%sQV6%cM6NzL4>f
zkcz@7*qkxr7qt16gF1Nk5iu_GR988Ty}zI8Px*G|{by$Km$oRAl^0Eu#h)M;&{C>l
z4(f}YN#b|r-=`<yO9i^Yi2rg5_LvT7txKs}5nH?!x_j(Izp88BS|5w+mNQQ~zy>-a
zw@ZkDot}mfhe#I)ZpGc4gQC1=dL_aaRf5p60NLp@_-)IEDFJvB7OqD^6VGLu`eY7M
zdsbpIso54A#Bz-wT6;>wv$7<kp<j1f<M#Cp%MimNb~{@cMmFA)uf`F!tHxy`T0NgH
znUJihkKy~w_M{!Qb7-O7oP3aXLSWT#oW^uOl1u=Ni63Jr3Ol5p(Dz@o+0>e20o~!c
zT~TuTucYtC)1MglR33Np0qvk`CipMpG7L)*Nt4KxHRO13@jA1hqouBY(`n58Hr|<7
zRZ5t1Xmeu@-#Iwzhv)AwFahO`ypHRd8^;`?OtK{FBoG;dr<+Zku|yBFL}{C>{mcfS
zsY1n&w5Af;t}IaVeE0%)j*WUQ`5uQu;crPOHTuEHIf94(K1FsY?YLx3TbXV=mc;TK
z0Jkg#y!12G7W{kGOg~MG>MA^*y5A8rNzf7a@{Hq*{emU4WQ?%)=*<uzLPh*grnaou
zh^JMv8-X0Mof*STZz-?rBg%ba+=v4x7C;3$stcWd2(RadY4L17FIPeE=)KPsl%520
za&^T&Q7xXzc}P7#8WpNLJmJNB8XUNB7HG2|(h9+IlOG&#LW*d#Qw~=Aj`<4IF;Z~5
zoRA$?9+crVbMV%<)%Ml7YIU8^q8f*~yjJAw@~wxj4%_UE>^Wk%GB`}psMG^4Z6QPX
zKr?dIYYp}a_PPCIoI>%cJWdiAVYz~q_q2I*CYu*b+7C9X@!{v3<6TWv8G0K1cVpRb
znY8aY72KXW_B+rb<ms2CLF|+KcrfOijjelRXyID(WKcfmdlT<D*g_cMDh_aew!&yt
zA?U){1i!gY{A8GT46lC~ys!e$!zk}*Gpy=D6LVOD&_<E+yKta)ot<OgfJR);bP<e5
zZ)&pN5;m%YlTVPzwPUlO|Mc}NDin|C)u}vAGDgM{h7U~ou&SBpz253l`rF&>K~ce4
zRFOJA8_>e=(98zSU=2CbuhJu7mnHc<K<l5kP06E)@F*FCv&M$DS{Z@2q;zIqv6z+U
zT<nFUUIxgj`?Ywjpb3a`d7Zy~@(`!%Q}a+txsC-)`<r|8PddwlZNXO_UD7UW@n|S5
zr7=sL7R#O4D4dX++hw#G5?Ze=g<QXviA#;XA*I>I_Y;i=M$Ow)t$$A|A)8XrOMbY*
zre2Ldm)TsE#!qXZ9-;v_CN&1brNAkc5CcQaw)TRi*qIXr8%ZYf?a6-et1GE(v{N9r
z*H0_W*pR#wKiT7O?pZ&uDpx}Da>J7l+J%S?V@%8_bjlEB;b~k+)CNu1=7u*L(FU@y
z{m__kv>m?@ROv7fJcv6pom9+Z^E0wO2Q{9u2yy)}sxCWbgG2!!ayxCioMR_EBOkUc
zSf15Q)WGsa5fM5>O6vGN=`~pJ5Y8PMoo>1VkjB35RhF`*A>rwdc|QI;=FMmhN1qdj
zYCWz(6j8y-(lx(igndk#z`x(f#?y?LI1xQ&z_~-E8z`iBv_CJ#B~&+3GKA*q3eqVp
zx}htl`9YAVqe1~B@D=XLUtmmP;+mk1^CGsB>(w8EA)){|vT|N|{V^BZpB}1V*peN?
z;i()hhg=7J9h>0T^yTtk%v2}tAAJXumZ$z5?y<{53MLV-`OsIf?2TIjH5p#-hz}^r
zB+wZl?C^p?sCkUE273pRtRc~=(o^~BDF}z@ryD1zpppO&9*vi>9c7LSS$Q!ME1L0m
z@|(v3#76=P;rE|a(7etsXx}s8X)()b*QHQ&xsyh`4m?h?RNZW7pp7kMO{jt|X$Buz
z`O{-Y2B?HQ3iVaIX=z3WZxu5Wh4>>m6}zVsa1l6<hdemo-8_~4T`n=|P}lDeq2>Q_
zl3Q(3_dNoX#KB=;KNfsRtg0#*mg6||3!k!_nhh~^6uj3Gw-~tWmCndqaGhExN9!<+
z6qww6-J<*NMT*F5Xth@C=!P~1?FzUQWK>Mycm*N@^dTM6eWficAnQKRPPA^(lyd^H
zWJR3jiQ+h$eu)fW+4`+~s$C{wJ;%t6#zj3S>s101ML6j?hv}wKRK`{L(V(Te_MLIn
zf-NrMD}6$X+_LC%)pGjxxsM5L5uNw65|JrjWZgUT<gH>M+wI<)r_5e-2v*0=ZdT|W
z;RfgNecTXxjGqa|u>Rv=;9#%g&R<by;&8M|7X}gR$5-y4A>T(>8Sqt=Ect$ojFVYZ
zAh`mAgrSs>;Wkv~P)Ts&!gMW(O;eA%mKSP9F0Jm4p{3v=A_e)@!Ga|oo=xIE7;))S
zx1LTw@t2``ST>t09m;|fZ+rx>jN}KbjqJ`tqForUvP^Wb=PxyX#W~8-jRXj1++0=~
zvX`V8MGk%6ld@T-_^8Upj1B&&5O4f&ynqgfGE9d&$}W12)wjwWK1uKfD%lKeCx_Kg
zNX;l{9#TS9sy#=PtKUK%D!!pCvc+r2Bo>gfaD?feJQkK)K>Yv`e+lc(HC!jWj_17F
z`US_}vYbVLJH2=>w-iZPm{#e?r>dUX*0TuxK^DtaOv&*>NkNV`cVc>&71NlHIaUHT
zat-zMdrLHTUntIhwPLQi%kO^2g$c)m){6p})HPu*vey>y8WS2{hOMxe^)`pucrSaL
zkhm$>YoimaZF;;~eb~Y<?TkAO<^6C*A>gWbTt`}E3ELS-5L2J3)(Y%ernnZ|$~<{V
z*~*L%gusFe#o*e`Gy^;0{wMjVZfyec@mKezSksw{^z!l%*7OGoRfDN@R(KoRv1OJH
z3Gi$JjuoxfaoOOBz3Vas(bsZf*9+`kXVR-cDTzFq#M6XYg$$D0G2~)y5-K=po7G!D
zg-u7ac2dO_u4xC5oO&5K7n0a&UR~EfrXloa%AQLG#h6*a*)QkmVd0p8w;RA*!ae)q
zFCs31`nNa`d|~rf&8#o!-yBByMxdfO3PM0)BOL$QK~n@a;Sac5wh4KwfVX9A_xcTo
zBiMQgZWkwwqs&>~Xuo86kee(h7K`>=4nlsbyAvkU+h(*{3K!Ywn633RHKLteIv%ZJ
z;nK@}8o;af<y;0iA28JY)dQ5Sn@-EM2N0LYbKBcQE3BR*7mIcdZ}t7gf7-~q4SqUR
zF4<IUIt&>@o<BQcZEd9Z{(9>y_ki)#+X*7*-&W}zuqi|r*r%-|xG$zv)-V!eo;>8^
zMO)<04cdQ-Hm3b#DLzwNg`4i^=A3Pw=uJceCs^r`{aR|ci{G+ik_il%cVR>5xU)TK
zl<=asmb;RF8d3M>ZvOn-cE8C?>^b(Ae&uk#z4&Lz^7OJ^$@^7-^lr1kxs{$rSW5gE
zb1I<jomRw$ZBsQQF@UV;p2CIGQ7WF`&o@&<Ze)EKP$3=qSC6$B$diu>6h#y^aBJ?W
zIFhs6%URV|_<556_Y64i<l<Y7HlgcIiEkH)<(4>11-iLhBW`Ckj9GLkdogUB2Td=@
zcyT5aN-q(#Pghe-@|h*E`X#0AbNFac&4pu7Z0C1IP<0)?XmCAjV5H3d%&dhbd_8!}
z8q(NEqWt@w{y{^vZhVU+Ba_0ptWI@Rr-REgRSO4u&<}?*M+hwT6HYxue=9rl9Bvp|
z&dy8uwXP#ezMahqXG-Nth=W)tw!`7&+ZN%QjxGcmi~dbWm(N?STYMhEz|c4*?x^b=
z5)n}allCR2mT2#2QdMvoBG#RYLN8j;BbGISs+iaH3Gb8iP==YZ#zuzYpA?j$Y+NQ$
zbaoXg{#k1}nG?9Lz;YW{F@s^#wwZY=4au#&0Gs&3Yg|$EmfIH9TEhKwsF^G$G4jrx
zV{=h><6#9>28~1bDw5EyOHd^)Kq>7?btSw?v}^e51aoCj^tGt?6u;I{-MCukeLmg;
zqsxqOJp6LQ6~rIqiKhIKp>Lfi1_Lg;-}NW6+|@5@!DryZZBZj75sj|#5bHDWKEnw%
z{oy*?%jxZs3tSUgYqvE@u;({nuzIT-tzqM?f;#tFyau69X?jYksEgNE3O!fIoj;vJ
z!5!vsR6s7Uf;(+CO~{I!G8cs<wVs{1cyXrjrMY%N!Dk=Wka#4&PQ<CQzJh6d57tgn
z!4u9V=LdWu{jlD<pmx{dPA_HYm1%exhBf1YSGu&EG6M;IYxE@7>pp<iFFekz=Zcam
zbqEyZSkY}<Bj0#QdmpZOB&+%uOTf<VU@zEjKxFmu^Uu}hif{k1qNJ3gJ=QJ@-+3_i
zp=SSrqR7V0Wg;J*b3nv<lJhis+Tw?~@f>EFR1N%!8z7m!smtoNS&Liy(Y8EegxX&}
zekFyhQKXC&DHFzEtij{_QEz+-X)Lq#%~gp(!m+cz@_Ciu!&XP}XDMC|>PA!smE1c5
zgCsA}*rYwu)68ErYJ#n&=&9m>i-SKbHNLOhFBq=pDZHq{2KG`j`?XH*R{I22zQ+!9
zhIc?~wh**_B~6eM`#Rn-3x8J)cbeVZsIu_>zq$F0%v8lY<;~g|s<+a$qfQk1!jvop
zJI|P%AE(FCI)YitvTmIH>z=X7$@oL|t{gS+W>%xpUm?1#>nOO$?5_y3KYu|MdsOl+
zH$<S>&ZNAk!(pWP4#&k~AxfDq>34E&ba4Rn4KC^qlI}QyM*`-}#$PWKP_@TvkU<=m
zrPM{Ay+|>=Tl^6`i<1A)(jG;4LwLDYdHvAmy=~LQ_ps#KF58n}wdzfgh{?{uX#Z$R
zX^>N!?x}dfL=c;$nW%iJSlLbXmlmz+Za@$*YZHR0ZLv18otWF_6_J0>&)<IQ6&)Z_
zL<O~*ai^3{K`T49<6aH4-JEEf_BFl>w!Ia-FU{yr#M&hHg>oW%!bgBjTO)14eS5T*
ziPJVwi2n#c?QqoT!s}mB`H5&~ILJ%olwGyjmGBj6yVY*oa(1Q=#@DFs(6}7PeN-E-
zqxKrlvxTJNjl9x77wz>Ge@8`W$O#0AZK2pKlaI<jK`1@f!BHwpdocY|+_Nid@p(B~
zU}i`V*ivP^-wI<N?Sd<g7ttMzcRc@m*nS#!3ukK?pjvm4y%ToAn>f@<nIE1C($7uz
zcWral)$CU9M0XC$^UHUNtfej#15Ig?frR@UetfLAKzQdXE}|ZA(&A{5mjZkt&e}<K
z{`n+|suH_y%TnriHhaQDwGJC$JVX7IM+X?HXww8OZF@^@H53dNBWx4jWSvN<Q&h$I
zpcJ)a#~r##lmvB9zgRXuI;?1<=V7@8=ivi$pX`{5tadhwpe2XzT#GHCkKX%T4eK;#
z-1Wyx5pY>NdcEYcxS5X)y?|6nqIi3eB-8uEI%6yvZwGavUj>|j_IPsl`+m|sgQZd}
z383=A*}YWhI%6iuLM6AuBVY9E)bel!ym?<4eF_U5g9S^z-I=m8J5;108&H%f)05GC
zt7=o*V!SrkxEgt-D4t2GvwWF8YUFFYZQ5cW+^$jIY(3{q+|l1C`G9_+Z?zQaqf20?
z4=g7b+mBw>mAvjC9HKE7xxM~>4n&kzy~3tVGHcORmNPQ_;FR7;mFtM%X%(G*eYwjR
z77ka&7_Vp5gL;l7%Q#!1p%z%P_(R;JZ*+eTQhjF8brorW05wQGL}@}5x2fxQj6lRP
z!n!dr7sMcyM<{)Nu?L!Ub63Zn_5)&X9n4QORaLP&3fbV~^sFr{FD+kW7@1`#+vJ^3
z^g!uX*rYY|V$d%1@C65R^8eC{Pq_WyT7D40WDaQ4z26Y7)4X$qf1e_I34`CC?gpoM
zP_qy`!C5;sf`Zyy3s#e5avKrPCL?>EVjYtYz7G4_GR?-$r3yHGn67n0SKhh^%bds|
zysTT{A1gZe<a67soJ&7FKm0DK%<I(T(N>CH25DPOdVV~ps)Uyiwu7;NN0|Kl!+E75
z)<J`pv&T_tuC~~GoT;;m>e%BVyy$Zs{ku|_&2fgEvgdDno3VuS&6?8hZ{ktTG%~ei
ztb2rseU?=oQ_X-8N*QsCimp@aH@R|6<Hzq=xN}}@;)7zsQW-N9T&LO3rI?b~8XM-5
zJ>)5ReKs;wf!e8Wi>eXrjWMT5<@XClF8k9xxbczc;9B99J){wEziQMk+AWA{$n6%%
zH+B#e|D-u&K*(q9|A>KKZF7`ke`xgn?xOc{ZFSd5*$V^oc8>Y<1|Wt-nmnK|Y6{rP
zhJs6!fL4gxWJigLq%JVEl&ygKt%i6us|(`gQHHH;eS%WyP}%uYvR-ROorTwBS6?{X
zvXN9F?zsYc0pA>~zS`ZCr;C_-mP)NIOsw5Tl?2=QXj2>e?Q^|aT&1pBh7vB%rWKhC
zD;=;83H|_`Hs1}-MsU-Py(8~RzKJp{hs~wNGVp3*A{(-i8V%9~_@&4qnlUFt=BIxf
z?O1`M_HOIaa5K&y%+=pU<#~0;QkY}UvMx(X3d~nF>C-nFuy3J?HPMVbl1ocDdcW2p
z`CAmW%B$Mb*m!x_J=Q>n%4J18qN&Z`5luzoFfk82+_xm;c+-_P2Y9urz}o+MMD^a>
zZ2FLQo2Z%Xm6G29bjS&pq!0OVI&7qBM{P+LxdW(3s&@wWs&CN{_6Zlk4`L>#D~%F=
z{`Fr<zk%+rfPOpYHpWCN4rqeos}6Z3s{yTm0*L*diMcs-Qep^lf^V87yr|cUQ<>Fs
z2ebe~F=;H1VbB(~QLoXG;eN2J=wmrfrO|WN)Raa<X=c&#01O+wX@2!vHw%zVwKtSr
zA$fsCsy4@(NH2!w*aL0!5yJ<(=|LBw4C^AD6{bl^hV`a0VQXu>9wN(NYLUFY^yX>d
zq$<t0Ho~f#i0S}U+0K3ZMU#bVNH3f4Cv_lnTXDW3X*(A0J6(O0`@<UaW{TaTl_p7|
zq?jK0%7`5Uq}*(wvT!swoJAH-B;4Vjdm-Vta@8+_0l8Vlhq;a!3IQ#)wvsz`_33Q%
zE2N(rl|{AG+3N9|c|(VH0Sex~>Rjs{G6EYxllz?Zq?%pr*yAE9NAu$Kqg>3InwbEp
zUy}y<SGq<-9_(KGLk6^=MEb(;Vx0I}yTrPAxn+nVdWEnLj_r+hp@-!XKW0V9z8c4d
zX#(Ly_}>NXZ9aQ)kTP*KqaA8h$1UKWdD!CELuTGgvYlPsp%8T_bxvFh@HqAL&7YhD
zi&2by@fS+LpwMCAkHO2*J+zvGJ)VJ9s_dt$E(t1K(rDWWYBU7mznQ7A(g$P-67O*Y
z&OXy$Ocd0_;E^F8B?R17vSNa$>C~`@y7tdjbbbevF8gAoAjZg+uIZyRq|M%Gm!5aS
zsM=`Tr0;gIohNyZvhOlz>Ci>#@6_ee0a?5DbMqBpylxg<IkZl`emp2^+K_;2gRAJP
z7jCHBfkooc@aTEjXdY6I^?{)#Nvpu@3x%=tuSc2V0vg$9A#v)w82^ZLxrgcnyKzzL
zd?+}$WV)rws5s(?v;2^(ZNm@Gn7WT3A@zx{RsloMkf{qPN=OHnvN`)zIHz4cRZJd4
zHZ4&GU2l6YqSsXy&2P$OIbZ;uxP_)4DpmQlzKW<mr~G`hchMIAmf5JMs@N||0@yl_
z*__)(w^f#$_@e~b9vJcCHQ^5n+Jwc+s~V7Zt+cn#sWwdGtoAg0hBRrBOZ1btzCGy3
zO6(S1-206oJyK0b&4qF?<9t2~tm#@YVkI!HS%gr)QcX|aBZEGp^BN$<Zf7S>VOx71
z0JwARq!yJ^5*K1{zNgv4@8Dhj3E0q#dcG~uyJH#t&SE0ZJRI}NVNpF!AJ0)gf}PpK
zQR<CoxEkYpgia$iRXbeheRp}jgO)h_L>8f7Ne+KEZ}0JmTeQg5w^_Lje(yN^9q}dp
zfwvQBk4lWFqoXX&E*DsO2|@n*OySD%ekHQCJ<o=JQ|*3nPD)e8S{k}SH+x~E`#c|2
zLFd_Dcs4y=MNd$no7j+w8l5l2>sa6-t%=Nx@b!n8vMj{sM@7OfXM1&p%cjcfJ`r`R
zf30zraG!SZMpHe1v13^+B3ks?YK8|NW7cOr0b(G9f_2L;9s{^IvF2Mt!?^S(z947_
zzMxYpbHQD>Orly+f_{fHvy)Oe_8J)6y0H5GP2TaslaoX=j+Wm+=yrZ{$ui26gzm<1
z6;XM9hpn1^k|v*b;SJ9|y}o_a7J^n)$-%^DCM3uzEoo(2gMIXFCMl|z{=Q_im4i}X
zc~31JW+Udqx(c8{K+ZaO4h@Ptd-+=K6{HaTWTGOmbj>(okAS7;)m6mIr|2z0qwr}g
zP?AHB3T6NN4YC9o;FEq~(CPR#)AUS}eu3y&(MDWnaS}OE4xh8g@@-84emRY}!B*Xo
zY(AAeY?A1;IKJlAXmp@;Ax|LakHE#XgBJ~<Go@X8e;iQw-ulp1?cr6qc<(O-x7>7y
zS<m|FzE7+Lhjikj=>6GdPT&B#<RHC*5?ODu-yDVLwzW}RO@v4vDJ^2qs74B32nXL&
z1V+hlA>$isW*%xHAt!O68CmvwK&z(rN&BMcq>6G@6K9IOMT+0+b<)S~K2JWq+LK#~
z^HGLZ_!*cOCy6VAib~W-W*41`RHuuRBHje5G_0&m&T}**<~zEitu=;m&Sn?(&BzU3
z6oZT2A0vNw%y9Y{!dF@p@crrCPFynBm8nxYsW&FGqv(643ZrArWt(B}AGxicx$*oP
zS28~zzeHksFND{LSE%{DlC@GZtwg}Umx#fvN(uO5c#ArirE*+HJd%#e)IO&Q_t7hm
z858pWsTnG6`6kI2GRd=mc~6smOx0i1-ps{1{DP$cH@5YYn;J@XS=aE)ap^}vm5DC6
za_<6R4HS$-Bj4}K*kBT^;33>^>aBI$hsco#9(AD}AWfYjB|jaJemQHE9tRb<W72sL
zIMM*nuF9YgO14VF<rOinuR;SkS7e!Dr({8)9#(_;@u^x!2uw}?;>Wo?W}Qke2iXI(
z2j&rN$6fjm<(uP@xkrsb-U@&Ez^7O|lN@7CmV3V=f2Dq`UKRA`44yHXsiitVfcEIL
zCOO5j$51DV%?A=?VD9!#EnuOrTr>*REX@HPx#xEi$DCy%Ao_*9QG-*5`1L2D5}An1
zVI9o@)3rQc@25`l(^wTmHWS%MCR2{~`uolL#4oA7czY&k5~Z8%=@2sg*mt-~^=ZBW
zag>WyQ|smzM^c7hjPMoy<-HRUzg)hH&Te%`lnRD_hd)qUrMQ-wNC{~Sa_7W4bgKlE
zaZo8NeoPIkuZ#uQn_5}KAnj{i$#a7+Tc`vT!Qn_p(ui#yNAZ~^dT<%aBbDT#JnB-=
z!iV*v<zd*AT%6^GE&VKyoi?S6Ey%Usniu)uM+G+Kz00ec(Kl(dPlwXHMgJMGl}c<M
zFRWyYv95a1HvCz*B4iQXfy!MPx%BJb|6+%_<;W<{iCq+R>HVj(o6HnAUm;}6<Hgt}
ztWewz166zc-%e5Tq!ku|2RwXC73%%d8#MTL`zPV=5wY+yYvDirD@yk1d5VIg7;Ysj
zrl{y!nv^^tmb3LR(n%FMMyacKtG8XROk{ai1k17Fyj`ZyO?Qd6xL~^HWZ{s2ylx|t
z(q&9DSjwd_RM~m@;unn!(Puwj$rsNP@mM|kCOA5ySu|xHX+|R~l1zo+w|8&r%j3Sh
z)kdk9M$dm5H%5fIZ@!X)l8<PY&+{!t%noh0MQc+Nh6NRP2`h7!p>G6YQXze7VM5$P
zXR}9161R%<VAALGQ!XwrI=rEPeZJepn1zaEb7@LB&lyY%SM%=ba{f){fUR*6-|rl3
zziW3>USfA+R?JL0cS#5AWcOEs=ps+$zEZSi!EzGyY^rHuOMYJ#9;(ePT!%C<x7!3(
z@<{W%Xxd-2JMQk+#|UU818jeKWlQd^HBRi7S!^9R@2qnuW9zO$1QFl?mEL%jqE5D$
zTB~VNtmg-{Z!s9P{61>ocyGr)=3Wrxpmr%rTqn`W&~a8X{^Xek3rGhC%LpAE!lDyv
zqvWaym0CHj%Cm9s>yDm=%`$NH1kH~;iJq~Rl`}I(h8--*RPp_}<?SUF<>SJs^|Le4
z6bX^EXWRTG7n~qz=u(jk1g?4)e0~b^SBj)sQJhnYF7^qot<QH`7`vzDw4zI^)_kHQ
zZsyd#2K`0S`XeA~Xg*|Eq1e4=qUVLiivjFH5;SKPj;(zA5)dk{chHTv@zi^Ejf();
zSba-fR`GWfdvn74H{0BclhtUl8~$AxK$EB9VvWvrjkf{b{)V>#MP&xqq4-lf&G2JQ
zd>FxnazsIP&v|u??vydxTXlA~V|e(Z%M%2P3PE_rkO)>Zo$`07Ww2>w9x+T`*J&yo
zsgM^wPv7Z^RUm5=uvV#gxcwrT+MPDk7>RTO#Jw4;Vj6C-mku9Ev1F%tjw~NGayPrf
z1q<bM)~&N{cKjRw$k2$kb#Y6Y`5tjt<yt5;_Z`Sd`Cqj?XwhSNJmOu$F-Pc{KFEvd
z554QiA65@82CcJ6)J;^F$#pU6<2qip(ee){o1PpL1HXZr*OArVs4hHn*n=6inogNZ
z^43C#H-xk2JmhkRgtzsG2nB*S>9VxlQ>h$DiD3Mt*V#jW8(rZUW6dgtm*-S<cDD2O
zN$<m|3B;W?U8MPsvoe}F`1pgl^-qQi+DJ%kDrI;MJqE$h!jFcgkYw6rRk<=D#U52I
zN3wXr90wg8H7G)~>lbX^?E33UQwYr|DQa^^PUG(jzJa;zFZ9+AB;RXCqL&y=;4{zn
zJ1zMR;4iTOWab|kvRbRE#T^ZTc8jkpH@Wfw^qWx`!n+F(pPm?p*eZ2QT#blnt@+t9
zT&dTM{LdZ+3s2Keu_XMAIbxdS5M{{?Y$A}TwS{<~ip*3cms&QduI>UN?Tz@>;s-s)
zu3{9h8)zvFO58{z7!pg-A(hfhRh-=1nxSnPo!@+cAJ+7w@x_I~!}A+3@MS2~euQ3U
zip};rV<sj`cL)(M^2$uEU6%(59rXeU;ihY~v}=y~T>XqF8@(x{?T6hP_CF9d)ebe9
zJ$l_0F$T*dE;1_?u|&eoh8?<o$c|pe=zc_E#{9xiMViCYt*Yd+mNbWWEudn@+Zc+0
zEMp1)1b?dy{BiCaGVL2hY&Okp4${t!#!;!}Y-S_=DUjc>mJ9vE(vTnaeOA}?a0|)W
zedJx{WB`?}4xKcY1G}?Vk7stXChz|3dB=1tTPUAWQV!n8yTY*;pAgyIb6sU$0iNru
z%zI<{uVSfyC7DG>7~aJUypWeS0mqQEnwohvFw!mvPKW04F!$aMWqMnW12tBt5yPWN
zs$({XljM*8yg^(4xZ;dS;@zmAz5+`_XQq)Q+{G2E<>Al3y~tbMqQ0mR6G6IK<KiK#
z9Y?h~Bfub;!YDcS9aly<<h(}D7;6Sql+V)%b{`{d@P-w!s8I$J(Hj5u`pOJ3b;W@n
zAdx9J9Mj$e)4G;>MgCS_<jJF?DJ_V%+kk4wm6Sq4qJX3}Y;q(-Qr@|~cb?>CgM?Ge
zmVZS17hhwIOmoMpKXXi!QCG+*S=)qsML4gl9<8JPu{!#xq}_5e&HvAppB)YyEdcq|
zk)y8nXfP5}{;f~PGfXf`Z~{Ey?eDArpfaCJ^D7({@~mPxDQ@4&E%Jd+(iq{z!iDe{
zbw^D9Lq;+#(ka{gvH_y>l;w!o{7|v7y3r(K_SX0OAo#h@ybhlsP2`n#7jBb@V)hY>
z?vha~2I_ZWIsX|Zv{S*k)uH?(8H{wCWS9<lMgAhy6>hP*;6%*$8>)WSJ1Oo2P=}-G
zy5MFpUh@(tRygXK+*M$9556=hMPpDB{MH$k?pDa|s(Jt|Ja+uf{G&ysJnlU0ab<E%
z36=FcAB#fcBo1$)QprMge9=44sUw1;XF@Uk7DI<o-_yHS-2v9fNOS~~U!wv~n*bzI
z;H<{!HvZrn6dRj`NKQnS2iEUlAjxgQQ3BTPsxMf4ko}f_IM^{jQoU6Gn+C43h`BbN
z|5ERp4=?h^Rs^5Io;@#Ki;nVv_Aqx*Hfd+PC+_rs(F-{ywg-VxUl{RnG`+~l6`S4i
zspOxq7$>k=Yc<rCi99+~t>{7qy2{5}#6vV3)R@R;MZ;94cz^Sy`%ni31)`Tv3yfuZ
zTO}UVf;yzMcL3yIQo{THV62({PsW;)>Ax}7jI4|t|6!~#Aeh*h8UG8i1|plBRMyUB
zq5cW4&^6bU*MBs(wPCoxAk#KW-zcqbbZ`vhHn(BXTxzb56?kOVwN1HP5xN*v>_0{D
zF<*_R2kdslQTta@^<$HQ);Q^dFfrYMh#aV@in92QgBTmDi5VMX8p6S`R>!j*M?<9w
z;qPz51TEjbkBQBL8t&f{18B_l?u?1S%V35X6`%rYATj>X!y|p;2*3XrAAVN-==X&t
zGTsMcgB)fCGbCyx5;ufX49RQ*UtaG$A)5mTLFdU?K#17cDL(WrLH^*zfG_tCV-nfy
z8-muljhN~iA}R!?_z22fexdoLP4$k9L<NVAEG#6>3=hVl?Ea<~0ECfjA-Od`R0N`k
zps`}8wp~_0AW3ki`3D$@l|kldyQ6?Il^@1(m15tBy2HD_TY}X(dD_`GvO;o#=-z^>
z6dZtrITNjQMIL;z<v_m|@q!SMTxZ*U-F)K1SiU9K#fHN64^9p*;#*pL`w6b)4-$rI
zA0cNgcMn3MHMbQc1}sL!U;!jpB-IVEH{m^c`;j21y`vy`$=|<}bMr#MmnTPJXHYCZ
z+N27%{^)+Ev$mjytEmB9;o>CzI;4Pd21#vq+{`@5CTXk<Y+iN$>@ohWrChgFkixab
z=v585#_gX!@M-WsEc8jj49y9;oSK^2lEMi><N-1~(eHQS0-&<Ga8K(=ZQI;P<8Nj;
zBXj$#NK+BnRO1{UfUnHW3`0WL+S@|8d3<W!biv@jK&1G|W`GP5IaJf#W*;-?$E<8U
z8^PgqTZ7;qCjWo{O98q*-DW*fnUzB-8r}%+y1u1J%84jziKJd;|NT-74-r@g$wJ5w
z00D>RW(FA^2PP1=_w}J%zidd!NUnjD_c8U=MFg<z&-82QqEG471O9k{k8IIg(03bJ
z$l);ve~@_qN;f$*b7lVk@%hW+{LB93EA4Sh@e@FJ|2iPuv9$U~hI{~IKlL!h*nV3)
zeJ!_-SJ%yr@eK>>HugS#rJ4JD>KdSgG@N`bNOI!<9hQOB6)g|^6%gD~J{tmsQokwC
z!n=YGZC--6XiN|rA*lrMdb+A`K)_>CU%rlYAIJMo52)=tQ^&hha*|nJw-R<6$&u%_
z-UfRoL4VrY{<IhO<~+vg|8@=0Nn1!Yd{LzV^^<W`C_`5pgkiu9e4OapaF=|dKYlmq
zyVgBBunX}s^ixn9guLcIvQpAdq+LU(pOWwXx?*9HCrJ8`KTAFZEkVc|_(Q<E^Z%`S
zkC@y;cNqSBfv)K?WcU5m#d6q%%GS7rikr?)(8WDy_{snS@zeJc^8Xd~%`ut)-<C6t
zY1_8l^R+o`+qP|g)3$Bfwr$(C?VaD--DHz}$@}wGZmMpoQmK1W_nf2tL&^lWV+;0$
z^34{&&h;_=5!n3Ny(7sP4(v^q@%;wZJyHLL0e0Cnzk=!}#hfD8KP59;>qgz{zG39W
z@CA0V3x0`y_Dx<zzmcVEjwf1M!ZAC(k$``RzC9;>-g@VLR_Fa?Xu$hse2wI%CtL?&
zb!3bXJSTG)IyeM=NPhNhzUtl-S|tN}F^;Of&u(BSp7~&Pt$6t1fe`Q6r7ZR?ZbVlP
zz~#+5=DF`dpttc~ej7rRgFucDDBB!kX}xpnL`Gkl{wGX=5A(Z9a+rR#F5WoB>X(FG
zj|vNsx4a9C&_Mj0fG*>9zmQMsqp@e0>B?%-#w)93SW;xqBhsN+$LZyn-}YH-0R@g`
zk#Zc^p~M5+!tkAP5<>bXc-3Iilb*^{z?qH`i?-u^Eh?sPGInD>4YW1RvatEX8mQLA
zXjY|+v<QfWrd0;}(mGbFJP_7?XTf+>1##oowW}CIZJOETx8Pq%+fRtjL9e4NFSg&L
z2reEpQ(XL%LqTe#T^a93OywhojE|YcwWL8ax#qT~ex8n;wpHoGo@rytGL4P}K+Ip$
zHlbCo5UpBbd&#IUDyVT)o@CRprBjV^=O9b_6dZp<S2T1&<&k!}(n2A!%3CYsw;kxK
z*;u)qL)f~HvW&S{<TI+gNB}F=>0V$msgiLo;uTdxBT#I7#$o;PX(-c0{#pe*G3<*H
zDKDN<gGlzwhjo!u5v6vzEm=ZBz<nbfR=X)Xf4t5%14<nP7buarv9v+r+Wbt*&Wz#g
zo&1MrF>u{n2orm-ZD9=SM2@rl8H?qQhXsUpbrjy@WC0G&^NUOsvm*U;ZyzV(zo*Qa
z&Z>UdzPTTu>V}!NTRM$(ub1H@Gq(NO!!m}N^+IhBI^rF~(^b|c#2NUsKwPVtoYSbc
zJ%XM+#-JpU^(S)$4s8R3-zI@zkElMo32@-{=R-WCA@O;~A_`<XjEh7BWAT&6a~0{F
zb4>xHb;qVRNIn?hE+5Kgdbj?h{(YUft;wbJ2t%94oSN>846(WF8DE~GQ$-8WNv}w3
zi6}LG*i!l*d$Nb4Y(qbHfsy%7vdVsZ@+wDyw&PaWh{^A7;9@pozXzZ$$w9`!T{6h(
zTc5MmNe}LC`nZssS|Dm#^14+_ps=^cuo|Epo5u8xe6fdzDK%jp46Y>g@W-TK6FwX4
zDdmD-5@@e4d>p2UU-Rlrh=NrDlf@z%Js{C<SILT5Yos4;E6<vpfZ&2lH6O$CG%32t
zM>dO2xdZp4hHZt+{{7<edBJf4*EUFetj1ZHNtxtCTSW=)lJYMFViV5hm4Y7x1%~F7
z?DaCdwy|b!ti-cPi_%T=RR>*<?u^8^jER|VyL=GkT&eply?pYqb$n7Nwf#SrFfYdo
zaD3WDE=>`<>(WZxfb?wxIWk@=<3c%wrMC1(!)$)4J$B#YkIS-cV(0fOX}$m-3i5rn
zNJS05KD4LKT`b7%t_xL4)Rq&%V>3!}6N5SdNMxO#Rh0@Y4#~focFqfS7f(dhnAKf7
zgC|?pz++&z+#<J3{3yE7Z3dyyl}5rHf8&#LR9}LY|CZu90ix&XfU{5RGX}D`%+uV%
zUpOzO%l4IK!JSSS?9*i$F5lIr0|qlRE}DT=>20BdB)<yyE0_+LU<rRaHwn^&gog@>
zZVc2cYdd$~lcI2IRFPcgK;BBH8$^sKUu5A*xR?}!5n8cgW>FbiMsMzke8Ri9sI{-h
zes+W;QvO!W0cvwc57tH6!|OUX$!AI{y!zuTGI!!5IBlk$qWPxqv_dIJ@_+}o_&c#4
z--)q`lDYrB!U`^(>ko_OcM=dw`011fO?6D2?PRZ60Kcd0zBX*(_Ar7^@1wip93l2M
zS|KMzWWQdCTQ(LEVH8&<K!LI}Dbpq?$smtS*sh009QgfMoad=$$I%5ErXL`JE_IPV
z*ODi;6rIK-lEYYMlBQ0Qd=A#Un96;66eGX#?{WEk0wMpfrgzEHV<ukkfxB)v`t7Mj
z#-xBCeiUlOY5?5IWK(we%i;4zcux1q-ZXvcw*>Fz9>Y3EnE*Mp-Jy~t)ur$HlT_e(
zYj)%_1NiEp1k%q;7;;JaS`S<>Ep|IY8-2b7-FENu793@s>3$Hnt!ukZgvjW_c-dru
zX1S{Q1!h8JEO0GD$y<!<nj9qu?c`UUsOR`;C`8TFb(=_@+5p1jb)vhCb=Jz6U{#_x
z<t_G(jnbr)_m>!Sf>N@iHj?vwC+d>b*)4i919*;KrK`ErIjkg7-MxV8*=LLTUNx`y
zgm0CA%{Gt_4rX}9@iTH!xfh0xE4tm}jwN@P&JE18yEp6nAf&&(f`%(wm~?C@#cea<
z3@_>X30!lhCt=kaX3<xrYl~jNUuZb5<3kImmK*1M%FMtzL<@U_t^MtSV^()-kCjXD
z1>BGz^lTHBI`YaogE4sFOybccZxr;N8T3<_ClZ&DIuj8MBBw2z`kh``Mm+sg@q_qo
z$E`Je(nv>4vVd;%vsko`A@HiV-#16p`GXku9jb01yMj`-<rrf@9P7?zyHZ>kFe6gs
zG^_rCFsNR55IH022g5jla(M#8LlCsr0!~A3EitQ&iJcT%3c){u)xaGBLs6VMSGP+`
z_*UnPT@Yw42r;>G978Vj)kNMI#gjq^xD=*f94W}jcPO@i>1p;qE^YnG4!>E9;K_AA
zYJ%)oBi~x|IkT^|!z7uV_WdWRlendG*DFj3w_4@LO$aAjEaMK5L202=+Z8oAftjmj
zW<4Nhsew&0%=%N*;B<@cRdquF2MM~CSk)M%DBD&dg8Ku=gM_Ct6HiMm=uJ(hx*C47
zpVRaK`YKV@J4)hGUDTMqDEW6rBJWdu&cw0Z)3vs5x3EP#_!ip`_~k`(W<6v_E*@D?
zssysRjy>mUG`bG};R)&jibJGxpvRRQFI2mo+rRI&&7F1Y)m74Iq5u+h4T2Hl(lYZO
z9&9vXw8jHkbam4#2qYog3|+0Q6bB87sWv!i@l_%`BWT>pdK$V1;`-!nMz`ihT4<NZ
z&b`_F(n$zGU>G_wTMUsjjD+2J6=Je=iP2fqXmX%jv<!&#wwY_Y5I*CbKrgfQdCWFq
zmde+i0bWn)jOHV0ry|T!&rO~elkTN*?T)21stf*Awyh#%tX25m;ti1aUN!~;d^3Ug
z7wy#$8;r5}$V0h$20jrSsr6aFW*Y<e=zCTZ=eG=3?~{=oy41Ygb%j!WU!r5$x&6k2
zVfqWDq!F=*q*?TQ?}$1CV2hZNf*QbfTUS|$T^z<lS7C4yH$5A3m>6{aOn#+vOlFp1
z+HqU(QVew86Ft($*C-1yi@W<#?w}$PSdpcKj-lw7lbXff3zQW=5?b$9ntJQVspKP$
z+l_N<ARsQQz+Q|U`Y=(vCsukArTXCZ4J;M1yhXPC=3gFJy&0MYPP-(KGb`Sb>2k-{
z|MK)RP$Q>M2+l(j!i1QowhfBwqSB_U0}(`#8(uo)Emn!cz`k#RxpqhxNSZe>!Yx0z
z8yHN~A7S8HalBWLA9AI<bJ+}46|S6{g;(0o?mpGnZ1L^=TSbx?^g`&nP#~^2y{s?B
zT|MBx-4@@*6#IS;T)q*-D})@){^E3j5x9Yz&OY5U5q33_ll4uSSrPuxO6L3^8-b!U
z)`=xwhHQ}ef%Q1yN2%r9(u84+!9t>aaZCQxJ8`kXPZC1@Q!%q78gyK;4sP9P1XkQM
z%|%3*a+PgcJ?rT*>0w$GZcEI{wry=aJ8UWprNca)FX^-xNIj35#4{pWUt67$5L6h^
zYkSd;nzdedMYXWqVz5GvdG29c@A`!+y8?vd&h2@wm8tg~Q#3UTd%x-?L;C|L85{kE
z4i2LI9gbCE(yruyK}|i}s~j_vq#Rk{w<E5QOeCFr<dU-VMs#Rc?VsS~44}$)L+3bT
z!pFog28X`~;^V2MJO3zrk@B6nbgM{3i$7SuRA&Pp_Q?*rEx}7ox}fl;V=_dpeDc0c
z&qBjsLUFP#I5Jo0T~Pny^Q7|?y!iKK$&Ko3sw}4du!zulXtGZBIvw>hhHp2xer=IB
zt>6NuN>$OmbYYN3tOmI=EF4nKS^R!pUo!+F?eUxq$SU?4HsY*;siqs*!9d{%M0{NR
z@kkT9rh+fBgYX&tm;=qw=P3+MN&GaBHYNGHr20+8cBZuHCJs-9hWWzhCanWMuB(3T
zFrQ5isuiB$n8kE?llBf9vvb?S!l*TE`-pI#Zb53sW(k1qXuo_3mE3H$>NAfega?(V
zTZilbY-GUF*fB}i&QRII?r;4fR4r%a@;i|_9jz@Yt4?s>-Kn+e9RQ_V*KWka${3do
zmqH~H&*tUfRtK&fnx}V%j#ua$Feidg#mlr_@u#SFrGT!>R%=z6BX3Hf2?_0t{3F(B
z8*`SN2|<bZRe1;JCSXtvKE~37Z+qQ#n4&NXMD-b{G!m4GHhezB>RbBP_j`5Gxl>dh
zSgz^en&~aSkdySBH1(5Ypkm1_xezu2?c<_zL6(Y7;d8KRzfNuI@ZjilbfV*1230*f
ztM+fVcDMq#o0In(L5~a0pI9{1L<|?WizT_(7Lh}3N&;g|GdOe>#0$aIwpPJePTVda
z@Yk`YVXPvs?gr3bYSM#qvo<|k{JQ6^0=@y&rnQn3V43>@2@Xg~)7XFc$c=bAr#d%D
zBdv?p?jl<{>NTJJ%#U~Xt)N{zu|WGtG!tY2H;y0{{wyi#o7zKyGtL!#z?sq3xlsei
zREA;T;CKYJ{^(^m8)rOCqFMr-#bI6r-j~cZ*CR1yfnxl!bHIcsF6VT|Bgg@V-D$7t
zbNzGu*V(lcN*v&&sXb51c?10t#p$%wDWy9%f}UvvQ<UER$u9cRP95nz#Y6KKG2NLX
z<z|*s;H@Bh3pa1H@1ub!p^~C=hUW2N3p9D0Yj7RltMX{k`vN7GlI~DkoMoB<Z2#73
zxier8!f}ln?_w-8jl@lL6XnTb7IpqS(&kLl^Q7B$;6(thA3uo6#TN!W&Tr6Um{m!~
zfA%V4Ep^p<EIgj%3a2hS80`&Lg=HF2g3b(B&O*q?dsmYsafE<`yGQv~Yt1Jm^)@`B
ze>KK=oAjfpkXw@%W2a(jP9Wa_V-9Hm0zU|^gKrK&bePwgrVaVRJc1QeA12#rvlu1J
zbUO+~i{|(>^+2Aj0>u9TZu_3NIb$pXYstSpXVSj{BW(oa`&%U!_A54IDiLaK<kRX+
z<?A&-t7IdsAwW8qMr_nIO#QB#d)I1j8>4(Jr1j49mB0LO1nJyr1?RGX9h47Tc(z$D
z*@Y`vF&wm8H6ZOL{geDKGf4unI(JgNkl8kc@Nnf@Oqq#MkDif#v@9&qnMefj35uS*
zZmpVa9X+}3qcWWBC7^O%5ejL*&u2dPZoHonl|<;z@B#M8a&IzLDjKY&RhxVUz`QER
zta(Gbhfg8scBq8EXlu$qjHiZ_i0KiImAduc%_%F=8^Ev<#)|IyO`XY!9AFJ2;QeTG
z<br#1j|pGFi4`UN+MnPR{oGO0$b=;EM~*RK|H`~y{iIH;4G8EWHTjw4qw-9LiS9sN
zc5FOvvIA6N5arsJNzvn9fIVN7O@tbkhQ`KCSoWV(Pa6=HAcS<FOrT)fre0*$QiA(u
z&?fzXP%Qo6ySWQ7s1{aOkVg37C5OBCD{n8xw7xD;a^=OCXfeL!h!rU_tx^8#qOgHe
zG=nhhQMp<0;S{ni6lUZI>JcItbT!h4NtQF1*SSI>!QdOl?3kJr--N=3Jj*yYpLA@C
zv<@uOo@Yh=q|XZws|)uZCi8^vcM8qQI^_>-fLll+`=5h0DMqf>d1T&&74OrqaN*lK
zJZSCFBG+%ywMH6QK^4`*``R9dY5q<tb;O^{tgz`?hCYCz@A!S<Cp~Yhs4LA(ymgu(
zo!Gy%_M1*Gz5pYL>n;EMYXU3LxFqy;lAFF`NcL`627g;18&wy8O=d*HUXc5)84*qe
z)KzMHjUvX*+=nVl{Pc-{kl@)zb&0;Tqz(vt6Ng5gC>!;>>0zAN>&ByB@ELzFbg`{*
zK<GuNgoXP#?@me>^v+-W5&pTqWb9%{di<^hp_KTfJmmV(Pg<X~+TZ)++Y6gd9Dng(
z<?Dw!2X_HnGH8g@@TWRa2_%1y?xiDzy(^uzH49|DhHAtsz+`f}xacHp_-z9#Zm#D2
zB*W~C`wIsdOjI#0>3U^s*-h)_jZIqRH4t*ZHW^vf>V<@T4sF`uZdmp%ssW~JSd(eh
z@!m1hu}FooJw;GirAIoDJ*erbQIUvYw>Ul&w#p93ORv#A&rt;Q_rp)FjCG4BMZQB4
z70tLo#3^18M90cJSzgzZ_cU0T#x<k|8?}w^4vRw%Z{%1^FPa!@@mW=lZA>xA67{+N
z>$}pDA2|Ib(mV<tM~z0||G4S^7sWn!uO0n{i9Wf<wf)=s(#LVTU#+#pQgVYwE)_4D
z1>O;uoUU^DYj!8BzysV84izgZx;H=v?bxVvavBPXCypBw$&p=;{bwJABM}`OU4@lu
zc%QD4%~67>%1`l&<!1$?`xf;|UCxik1Z8B+&YXyGdeM_KluJRko6c)vu9yC3k`Z{4
zqlYY;x1wc!A{yJpYIi%#Yj)0?%wv_&!<i2t1m_PB$bdkZfycOGCSP2&vP773dDToh
zU8=~3IApUuyhTxMq~Ew<^_e2SCe}tTLxo{u;ArheeKo7Du^5oB=(6+PZ4@Lv3RSwX
z#dTickgsmNkN*Ukyuing%iM?+8|Z73ZIsAi{W`P7tFSYSJG7@E8y13`Tl{hXhQ>Vs
zCuO>&8FHwtitLupK9%7(jFU8x4mfpboUZ{Uk;R>+9{Xdo<5-flC-{vUY|JkbGN@B<
zpO}I4bl>^n>=6Zx7L*)Kxc6MvtDkK6yX}Sun}rH%o~O+HOpd#Ae3KXL5HlOjCock>
zo}RBtrq95p3l^6B2m5>5U@Hpk*0)w5I)9wMPO-S}pyBpGi3uux)9EqvcpY)#gKaK8
zJ>PqjH}H|O7^67LSU;U(CO<UX{N?x7IoI`Knv6qMrTc<1NV_o{nP2~uYJVwGpN7LU
za}TP`V$}jSrJlX_*xpfZBq^5Ph^Mu1!7vrB=gO;8nw#2-&xB(rU2FCD^d}!sWN)2w
z1bj7<B%Vg#M~o?TX<tM7&j@^;?X~iQGfks0X*DS?;^+i~N+OV-$G<wb>|qcn9>TRh
z2j}Zqt=Me^;zA4qvkkYv47}*Hr{f{xYzFa~y<Ov<&PS6>WjfwrAgI;1pV|*o;NXHy
zIVd>eb=xdwRimeLg595}{rmNS8L&c*;UYK@8oO}od5jP9O`N}H!;P~okIvL_fw(S3
zJjIe$xQc(qx_)K{mj`vrH+bdnRqkF)@NtvnOnH<Aad3ajHMTWcAG}-;e@498t!W*@
ze<taqSgf0DCThELtMzLmM=|~DZv4W%-Z<QI5|V*&%(&A+>ws(b8KO!6&R0&5EMSdQ
zu#P+$#@XjMk85B?A5awkdaH{7I^>nZLwmnOr+_a%c%vV8OeF;jv~HjgQ3g+ZEf;HV
zg2L7Oks7s?z0_9Py`m*$9<3IdI_kV}#mABp?CMk@9YxYpq=zzS?Qd<;N={NbH51+9
zt}P|=!mC^<%`@U_#Svx#+DRy?q>oUmWFO9k_8^`v#WM-}{UJ`9?`&s5c8e=NS?hZf
zERVqTo}AHT8{p35D&cT0VQ_4>-O}|tHtkNh27p-Lb27|;$6Ik11)LevC_<CBNfd+y
z8ON?ZoCi0eDv1P_uk9z}9+2P^+W$7`8cw9-My6)z;$iPutdDyIuB_@vH98mBPQ<%0
zQ0&r&4)vW#9djoV<-^z`Ur&DNK{bH;$nIkaOvK|rQ@Q9>yp0ZadVNYiE{y^j{^_VD
z^YS0Qjw*2=q4O<zO~laAD%f{l(4PEaX&(x~Yr$q(fn)plGab>Uwr*@fUniSc9rFAi
z@$KZ;8QLO1q1Yqv*Ppcllo{q&Z^)9=QRB)D?3)tVk-k2A!MLfF$E$Xf*t+KwIbH7Z
zeT6-$c*I|i5+P3K@zDs(>ff78={+(FP7~{XNcDA;W0oaO&Xa#VQE?EgxJ@I*cs(AN
zIxO~mm!CZ#p@P}Uh_tFtel3J-c}4o`gJd*!+B`1N=9(Y?7fv^LZCs&<i1amu8Z9e~
zAw@MU;8OT+ULdEMRw@TZe9<bO#i!%u3aEum;XwEksKii$_upn8Tm_uj<K!tAkLTzc
z#Mwz=Hi_7sgL0Hxc`16ghG)&}NB5=gBgKx`Mu%crIvXtbjBO%`13=1-LVqAhZgtvu
z!{HqGP1}M3<D%Z@W6}Msc{vDTTYNUbFKMaijGNpaRz5UlBKL(+qiQ1)l;I)#OC6iM
zg2OfPUss|KtIxX9ZvBmms5*l3kbiGKja@?=Zon31rnJOBw9)!ZVzw5nZnR(!bc?@F
zP?sTExR~43DQiQaRRaAEkTfA8`DD+tHWu&hKO{DRdKOZa(LB8*sq}FL*{Yr7I;F)C
z3`+uj9J}*B{kq}JyS%T3mEk}6|A<QpEIlhb285(UH2ouq9g0pb{ULm~)F)Y6by8NF
zp<AYO89Y&k{HG@O_BtOW3Sh?Jf2eXoC)-ttc#bCyOrJH(=fNTl;|XVpaK+<sKe4>E
zkH7f~+{;~2<Y`O7zNh2ydUxxE|LQv({&UH%i~G*eY|<!y%o07hp>=AB(L?f~D6$iP
zYjO<@-{80&Q#J&d!PRhWCVxnl$BG`lKUe&VCjT_wV%SvNE3|Px((CNkRJ0gTx@*X)
zA03stVH*!|umL+}k}Negv!T^zy!QIm^o)QS@az7uJuIiC)Rupzq2x5U^^_Gl;(k#E
zOvATPPPj-qr2fLREN%=`*EMl3dSO0fi&kAwH{34fguJxSSw9n!l+6I}P%M%G!OQXa
z_j!5=4fyC^v!$a65TSkKK&l8ZDtocuDzS~1%Z24S{W?E#39^G{gPsT1ET}NAA)!|S
zHds3V9-GM(W9U^`1D!)$i*skV0!EC^ey1?~UVtSlvo%!NnJ-PbC<GZ=G)FdAIGa<o
zWh$kwisxm0(fU?%G&3dmlXhCbyum|5t1ok36BGA=bsM-$$>#~XPahuH`SVs?SxEu~
zePtFK{d8e<_|biKB*JX)qZoeU7;Bgc7<OU+Dw;&))3MZ(%{xjSy;$H`#g&~wA3NJ2
z4^zs-fqUgC&3-KyXT&eF>LNTQS;$ieyA2Q3RNO2>sDKMtOJ&O%J7Jl^<ayE>Nftuf
zKWDi&LoyozjU$hpWO&O58PB$%LYa(|pUxCbI9;!6_4cu`SZc1%PzLDvRKyMdhuWn*
zbD|_(^hrBt%gg8b=~skiOWnXPks6AbWASxWuEUmDU8)2vxD$PiXPO3<*F=F>L-xd`
zY&-^mS`d}VK5+9L^ERih$X7Yqo}~{D{dVM+wCe>MCI&=#@l+Q{<_yKV*8H3LoHR*4
z#dWtgHrlD0o74hh&_<JHt}BRuU>_zI_&mJVM$c>t1-4)sojVD@){V)_RXCHHJaS&I
z!xKIS3>4eDzRrTL184tLK3k4^Ll(=f<_oDH@sif4iqgPRVxz%3nYzMIrLM(fR#V{*
zCMra;$TE1`blbv4&)38YOrHX{^8|teRnH1G>z6jl{1zp(AGO)<t$HCqG8lb`*q6Km
z7^4z*8A+d(D~{e;Ni{sKwEd^p=*0S>mhC7h${&hmdOshJj-Mm6;kc#oNi9A!#%*%=
zXbY>e^8A|%wKCp`CI_9kIYum?#0Qb2o!0zF4Oco}B&h5v4wY;kY$RwX!kl0tUn}a1
zGL{c@Zc>Q1Z_;OZA06?4bL0)(+%zVC%UmC*@0j`a`$T7O?8(}rQlAn^iU+T^#qgzO
zpp2u^*Ncx`!j_LHiV=-+I7nt@_)Gwm7bh@+A|kzopVI8l&8oaC>yK9HFs@{O_hPk*
zbsC3yu52IQ3ca)3Ox0<k%RP+Mrz@dWWUE+2EkMboXj_sLa2t<+1a7t`c^_Sm%%+Ct
zvg*+cR6qZsfd#0FOOe$(kcjRK{<&VlveX%4e5>Mi&Bx>Df$eT7d4gtPptbg}7V0`<
za^6|Ou`4(94M;w70KfZu|E1WcZ}lF5{>L7t)O#WpEbD2dtf$8E&vO6$B^~uv)4!|2
zOQ{jA8=q`sQI;YL{Cyr&{!d;}wY{%eu(B%;E7tyvtz)rNNfpHh?eo^cV1fH@yf&u)
zeGT%|!q$-<?iYEm;aR3tU{B{EwCHQ2@-P>cB6hwvzWYbWB-}s3DuWpa0EAaCw}Qjm
zSWIf94M#rtt=X%mrs)Cc-crh7X<XWh7|Qk7@^dfoQNWEJaGR8&>~K(~hKmzQzW4Kz
zOxUD(g|Yls6?=J=b6ni+4@6eZm&|e^mGFtwd6^dk{e_=yrPCFm#2-W?8T#mss8ck|
z*XFc`atx48)!MgQe*&rCDZI%DLYqunQ7_-&G%T`X2|FJ`p22OPq92#t;omwYr^+t6
z{OJYEKt9R(fvzEutd8%^c}A9X(nPEd{(p~J<&SEFUL=|te-1|4e+%<iqOcap3i6_1
zkc0nISh@2GSPoi>s~aT9-ikXoY1)K4E`)E%>try-n?XCY|E}Qd-*f!Sx0!m=aSy%O
zR`G>KYr-!4mQt~&s-v*(aAdggrkPZE#OenrE#5*?51j6tylxOXJCWSb+#Vo*nJd!_
zc1Ok~K)dbO>v(!q!`O=1OSz&`&<j12`QW6h&E_>WE*<94>*%nMHsN=K!TFHRPM;F1
zM>h*`bC6G=w*uX=O6!kGCt+sr;HHjAoeZj}jH$&D1@I7K;w&7iQ=zHxb)5+#;V-^z
z-JBU(0dekZ(D0L8&-@No;1W3S^^Kb6!AAp)pZZL10}7iWb4gUgaPa^-{tQPt&MLD>
zH`_QB^-lo9E~ya0U3GZY7j|L67rs|hx?o);i+Gp|X`khsXIA>+w0|N{Q{F?R&$mYD
zu`LoIh3_{0X!TChB7$MH{uac3(uR1NTU`*Rz-$DU1Ah<Uj<!$5(vAsjk(?kj*Mv^8
z{8g|H8j}6hQ`&*4SWQi`n5>XGyceZ;q`TWZYrzngI}!Q^8ts0m3vgZnvg>>VG!}ib
zk4IY7PBrdKW#qbB?RB+izSvW}MB{sYZo!wOKQUlM)Ndr3EK|u`2)e`v(0B(=FJ4iV
zK&sdz623N5dNP9F@$e0uk-N>JMyt1djQHiRYV7sLPh&=^T<{u(Rv{&WWhiBb*u7ru
z&W0cmj1pCdAnIh8w+JWRh4!N;@n#2xGhY;C4P;2+)S=8ZpVb)6Y*Y5KThcp5ORW&Y
zs9{M=3~<U(%XqILz1NL4B=^$yhL~PdK%rD*+@oyyU?cXVSkurW%mc<GEfV%SKHhSk
zjEV%NyNId$oe9Cj&M;W+ixO52mwh*<x|_O7g71?|n|jY52?g0h(mn{m@X0RBTa4NH
zl61}tU%aBl?eY9BM#0i)3soa@t3PP^B`Z}UXmGjyxJ75qfpYg{6jIte^>2R)0I{Kn
zcS$E4oCp%4PLSRtJ|lT8A-DB|pDB=)In~p}?FZt{`_|-08}z>C7#47aZQ{H(h>b@V
z=Ndai(>F0myjOYc3wcEOmSg=Mri$iU`NyDT2}GF{>000mNX5!mHNo-HD|bF@4P7)M
z2`Yk>sj7D$B*9q_ex3C^Gjcvi00n;~gTAOfzI&jK0~#CLJ0qRYNzPY9>T%a)4@_Hj
zK^vS_^0(lxtz<Vli&i$yateQqNw`|X35Dg~OYE479o4!SQR;|VW>Y&4IM>~kzy@fP
z;n0zCF+ny=6QCkOF?MHpnC0Hev97$34snXqYcl_GnYPBjyMDa`Fm`;m0Uz?)$BuGo
zWsK+9?BJo}#@TgEk3<$;my6O3>|LBY<=<P(X_<*cG(#j5uQX_Rmq#|(ZMOrk2&`X<
zQSuR}b6Q@F9!)FmLdUkO<zNLna*l_Sfz9LMa(w5^_|8ZbJK>b2k@YAd@ejuov&)M`
zrNNR@rl<;49k{fY<dsZ<K&myqQDq3);A_BomI{E26}wM&W?@9J{1ICDx<TDUvW03l
z+rUw}k|wb<1!WN2GY(3oo`q=FRgx~5G9b)xM<w$|dlh4`rv;bP{=l}uD2!$;#YuL=
zhK_tzmO}?y+D9OFtGx@wU0bMr@rORDKoT`c?~{dqAM7qYtLB9yFaptU)q?BV)4q%O
z$-M|%g2ND}KOd0>SE3uXCA@D$xAu(S#+8g$OgAh8`9g~Xt#T_JxU?!Q=L@J89(MD{
zo|ZG=jRc9B<KF5430-A!$?BFCUYRl3hJrNlIoWfGoK~gJBk>V|=#$<kUKZ&T|3Ln>
z-~C6@g=Kk9*Z3z4xJ#jUYVU_`>_>C1*rCk%F(-1xAO8=VaS<2>{&NH~VPfK`e#`Ri
z5bWnh=g%k62g+x%-Fz4FlxaaSGdVP_7UL@EqJgM!!UvuCDUp&!wn2Hty5Rn+H+lB;
zHt6%a-@J7v;)l1nRG$UX{y*zN!(>Rp6+CyLvemGqVV(lQfFkRk5#V}wqrI!8_N8}n
z)Y2;3#h~409n%vmPF?gdfjG?EtDVI6#9*8Y6rM>|;Zr4&#+BZs0g0+<4~2!LT_P*Y
znRE9TyJYz_tYGwj2HtDEHHK(q%inKBrR^HIm_%Y?7p8T4FJux|SPKTl{x7*CIIW5I
zGuH{R6|ptpz^hckqCX3YGAyT#zx-LkuY2ivC}8gMu#HwF5co8*YRR?^9ziTtEvH1c
zJn3wX_pX7ociL1>hEYmIeO$-E2B|pzNTRM)Stb+8#-g+@!3+=FPZ`*Z@Y~?=Etai>
z&lNN}TGpP2FWKrW^RU)r8&bdMo2Xk4a2CnZjLOgpfg`bvpR9K0{Z!UVxhDHuu)^_T
zCdsPJro2`-se$ISrJ-j67G9XznlrxfPzh?`?yM)z7P%tRm@Cy4?5`G6SGd*@tgacc
z<{ZrK22=1M=6aU#7wrdy-K{qVC`skk-!)6nNX*yq`uZo}RknUlSeX#=28#EZoKOS!
z0p;1_KyGzR6fwHdW3~6j>vj;n*T<E+OvIrk_<wweU4`n-PEAd#HVf9PC>IDNf&Tk>
z{<hdbaA<NGAgZ+exadK_6Cxy<C_3hk2AL9y&~?mL0+zxxXw}!AsAD%aQ{AOnHh<1v
z-ma1zIlgww1mD|w-kFZ`A0X3qpjtoL6@FY619d6kcd>&q^5KO0m<~<#saNMab|-1>
zUkeuo&swOL^lyrh#HYE|1f59?7d}}&M^|HIK}H+zM;MbDk(<h-V*f&Za?S?#4a^$k
z)(CJ|wGj>*v1OqwEOT|hT(xpqz~pFs;_vnP@XWA5QDWdp=S5*P;75LP)LEi+6^Vau
z0=)w2OXDd(a757$^y9`*ZLJn$q&qrW%*fO3)H)VVQMU=Qxoy*9p2fWymGU`s4ky=c
z@bA0s(@D4D#%W#(q7rU~w%;(|i~!^ebPTOfa?2+CZ?rPZZ<_~;Abcnw&qf>RkJDiU
zpX73X-(t{kP#R5JhYgsL*SAU_)HYO=fVg$BR^-;u+a?FK1*#C}6vZeW4qR6HaZT$o
zep><%!;4bYD=TwxBv+-TT0yvA`^XW&hc-lFXFlDaOj8LG-J%zVY14+WuPhbm2%vm2
z>y+k8Yj>xWRXY!B!zCI`&z$N!NZD08uXs#j0mtdH)rq(Z{&MRY1JQ$rKo2q?aCKow
zB1)R%36>iwH<TTE0NryfmTeJV+?$8nnsH7F{60~hmWTd_NIqmxYwdlWN9Z26(5EMt
zj-2934Cdb=!LO?n+9&5-Z^Mdvxw_iMmfLf==<FqczOSq};)s!Y0)<3M8&QnjEUg^v
z&annT!@Z{y<*>|(<C|!_Mg7}2aAudF@G2;ju8s;Ea``ch=!`FzQ>`d+{~qg|zbTor
zThET<ERgQ3n|kMoDw?lHZ(R`etkkqJ^bpv@^6(@{jZz=q<34(Vu2ZU|aH5OoVAkW<
zTztyRMQ@#_q+;9J6vG>fty0^W-)8o;=T^?#Qpf5wo>`sfRR^#lTv>hwmTPs<pIDWV
zpEp?C^>TQ@KVv$gV$DY^s?5-Z$x()F?4;yV+}1x!4SZ0TbgMcr5%&$mv&zgXn^oZu
z{8aKMJH3QT8NeA=r@c}v{Cz9;9%woVvVlLWc(5(9iAWeHp2qzvptB{5*j)W}G##z2
zoFxJMCBiPc8QMvAt1kZv7?<oatln-OK`5Bto)^6n8Xm<7Ij-m`RY!Iv#aU;@*8ip=
zK5E-dd~dMW*yd{((a*zZNPec}0iDlgjs--BMX^~)qQ*C>kvAurF#al`SF<eetWJj;
zWLYjo)Jt))U0psC6qFh=-pgP(YDeVOvUOWD{8|IW$Rd+H89v?wK0#49V(<FqM`guR
zA2#Tf|8Wt|Xz`jvqv>{U&s|SL6)697vAGf|!x1sNEr816nytF}MU?8flJCIE{Bojc
z-|<_*mTUlY#eL^5#+K(mJ!x--_b7L!_`wgItsnx8uHY;IB#8096+4Y`XA3!(0@`H5
zHdMvSAcM-;<<vI6fH$mj;p*qlf&deBeA96n-Dso|oqXxv<8is9EfMD)%t$uP-SQ-`
ziwAZw$t15|GQKFSWzq#&2}bn$cLU!=f<Kh%X8rsLyJy7Y5N_DmOarbC2z9$*+=$E5
zW8zr)6Fv`oE|?q^W%)W1UeC3m8A@R+`U#N?ZreutmMd|&fUs+oXxDzF!vrop8-{SM
z%g3lhM<W#=<}>bA%A!jcaP}Wu7^MItg4;wLP^}F5>UOBAMBhUkmgkx9YBPbuF|38?
z0SS?Kc!}SLm6vmBFQ6{CT|G63XePcwZ4>C`^^v+55boBW>CQfhf*uMzjcS2wSK)VS
zZ<^|bk1mY#z<yuXcR$9UojjXzkAIzix}SuHuw#e>bQR~Fi6~$C#O{WWV>;U>bw-s3
zX}X!?&uUy{63YYqY2{x#Ym#{jN;bsJ(8ykIs>X_NqdHi8)L5vSjP6wsA!Xe#tiyVw
z>FUx?Wc2nU=NRKGcw}L5V}lo$W<fQ10jd!%ndzwlz)5?^a4*)blFp6nsu2X0{YBmD
zCW=ry1;LWaO#9YOb)EMmJpa;+R!W`<^J@az=(n$&1hMQ8p7^Mi3Mq@Ack|GUmRJ0v
z`b5j#+2lzV39Jc~NeA`&#Xfi4=e7EWzbTFs=(r78S;^gMi?hP9@Ji#3ZaR1LpUj$8
z=CkWez}KT$radqMC#FPl7zoq;(-BS_03Rayv&tpQ3pytKrIs<yt1BBg{vH>ChVI5s
zt`OZqY=88v`NKp2r@Uq(>r%W9YQ0zwG9y~DSAhvWG~*4Dv8spNUwxX_oRBNFRMHTt
zHTs#m$G4AHB6@-CTli!7FG2pNWQn$;{F5KVz=YSflWJ6J&T`ApeJ{|X`Mq^pAwx`O
z1YMSqExCtmkr1LMC!*2#^5n#%5{;;x-w|WPyO5Fru*pwC+)49&4ycnZBQ&S`CU`xi
z_G?xY62N<ZoQocPo0r8`CE5#A+hFN{$zuQ+20E#{?;16pofi+m5OaMl?pqtX)G}5#
z6X9rVKob8YeutuMI4Ah^#p7lT0_(@Y_fICoKYITS%!H-+=n>Q$FWD^~6fW5n1<Zki
ziGxs!5x}U)Z0x2@$iz&jV(egUVs5DKWNvFisBdFLsG@IWZuGxRIR|4$V;iUcG8~hC
zqJq(3$T`>=IU5=~P}&)pC>g8KG0_7U>6ti^X;Hxl8JIYj7@3)vm{~Xg%yf(Z3Pwf>
zDrg32TO%QTCu2fNAx>t-|JNni6BSIA?_WTa|7IeTGIud1{O7>VAgymGXY1hP_+J)1
zfQ=QvtjkVCXlbYKWaenBPv~Oo;P{_tS?Pb%GbX>If>B|!FhVnkm^(N+5&mXp`@a|(
zLS|Nu-$^eZl)yy|bwwO;WS?Wzh5S&c@~eCj+$csp?k%R59z##5n;CTLnTi;I!hY@X
z@^!L0*(@?hcrO=@WX{D!Sp|331ZNvrWdQOTq-8*qfTvd6OyaO8Cd?8{d;_BnJ4S$S
zNK=an=DvRopsB1$3UQ6otX81C3>keN6u_?(EZ0E802I^j>+El#-i4loZnGX>A>GxR
z1nWE`##-(p)6cN4iM0G{&#sUwo05~0NH5RshRrxf^AcZigZ)ohe!#%{u(<<m#@FXW
z9O?3>l|vuJE(t9JnO_ja4GlXxUIrvmZvY`Nm$9%BY(t1lAYFJl1e3_X4`Y!~%y>T}
zBpTtYaA3g<0x&)(T`pECAX9?0n6Sd`G4U_W=%B^<ED2F`fETL|7rKKiE(wlA2a*GD
zCM#q(dbXQv+b10$&{Z~_M%T)P-#A&4`BMXVBhEH$^~GV$)+B+>hQmw-;&JMwoW1B@
zi>n6|71QiP0~Cek3|pn>Z+Y5oA{sf~K$W{JB_L`$o-6Oi6B4#Z(s)lCF;g2ZysXb(
zGwQsfv=aV?{@VvLg=ZZ7`xsT{b=LV<O6)8j>ukJ6=k*-U5`D=lP{Jr{f<`N)KPYBc
z+HU=;Bw57YH+S>b(tHT+KEBkB;Z>^h_TMGugG>`wmoTqQuWNCL$h9=+x44<h#s0JE
zL%{nEt(MSxljOV@&&lLJ-R}2R5En0b_z^LMS;!+uM-d!EySEQczanB-!b^8NB=Xfb
z1<F-n*Sc{Z*L&R(KpEH^@6RtM3iZz3C>`@%!!#6-1C_QE%ZpTg3}<7OULs<-f2eJ!
zKi4Hyq&mcfmS5$12um+jQh$V&mk%Pl5CBQoPDw1WIh{q>Rx)o7L*}Iaii9tUJm<kc
z!H7>&X@iGw<2?=+!%dpdnRR9X&AfN8W+G$;?YTOw297=0EnB>$Kk2DmE<Ft9&O8kI
zqIG3!g00%btSCLUg+bmEy5@;%fxcDOw8+hZ)|=D|OCN3}m7ADnaKhgNxm8tv@POYi
za>bLmGT)LV_J|JmpdzlG13yPrfrNNhYq^811ljP%Y%;?^dEa7(+d;=@NCGlbys|~6
z*#ozI!R3bF1lYAMLppuF8&7spCR_U#t)~>xl$=h1m+Z{fF>s1zkhvJirP4eZmT-@I
z88U#Gl?@zajTZ%g5`5>Dem@G;8;}^u`sB2=YJyAl%X1rsU7Dt-_BecNtTixFpmB&Y
zUJO*!anO0sp<>h$dsj^~xjC$Y34g<4g`ocp?|huDwhh~zEVJ}*#3~PWg`XD<W&*-y
zntMLJ(oh6T6$9-iH0G~UaP*p-QOr=k^i4sgd2B6qSAveUuiTO2wYS-lBG63vXQx$o
z&0OFwl)s{kQOt%T<vDf*y^e?u7>Mo88`BEC3b?%T_!+tA)2ng|aRBuZ=3M3k&lT7}
z1Zu>+5@w@Kdlq)dODhhtCan&_v;6!I;W~x9)4R+OTrYmEm|u&f{a6d>nIwIczn++)
z@kDn>)OV6XG#2k;@m{4W<$+o-&_3#tOo=)<p)6M^N8uQ$MLRRurMDT<9&LdKlYr?Q
z?)Hu%Lnl}y0M<~1F}1Y&478??&D0oOkp?v}Sf1t{iY$bpy&WZ;qFL;yN6WIuu&}_#
z<&=#;eO6v74{a{xB#I0JdJ?_xsC=lyN$;Ehs#3v$5mxol*WqnU5Ag0UlZMg?2taZ`
z$XF3zoP~j>D-TVA;RZmH=2|LCB*skMutPJ}R3=NIslrj2iWemdbU)(kU@>ar@4L*@
z=;59{<h{imLDoK%GG`M`q$)EQrxCA>E&1ihm})AKXlC|gjJ-N76<K%_NkPd;vNXdV
zUA3fG8ZhvWHcx1x0oW?!P*CoGDr_^oR!ROH9s!R>ZvZxJEcC}xvWP6K!uQRAL*yP0
zfi1Tn(78@_@SWdMwy5_$EkKQG9j)3+$t;Swho<AXBiOhV6_V$IxM6LE79qAMoUI|5
zbeN7d-gWi|_Hl=@7EZ&munvKHwf|w*wubSRYN&y%;|Hf!D3H{&pGFYV(Wi~O^2%|;
z;ay>9Um0#-gz2dEKj%~EMt9JgFL2yBC9Lz!V{Vv5rL0Aq!7PoI4V8ku^(=igIH2_@
z#JhjMvkFm{{CqI5FP7(^<gRh6Ps(Omm_+ozds~;{&aFZth?YuwN%xAo1DlPR5+|k-
z_g)w0prf`A+?LK}Zp+Vin>enNa<r0ELaO5E>p2ehTBGXRu&LBI3H5!#m^RG}o90n3
znu%(fU@+gWO&#`$MQ2M5>fq<lp~URx=*G=pYbd;BDkh~O2y{}Pm(*x=rdq`nu@UD`
zbUzT_R7^)G4C=89D^|QJOs;&@OO9@&$Q(xIOuJ?Q)_*xMnh(!=De+Y>%-p{<yS86H
z1J`)iIp?79`rlv?sMHODvt{x30QWO;`pWzR`EG~t>e={0c6o#KGCZ%XSQ(kgnsox+
z2rQdCw&%M!-$qWXR$vVTjgy017YuF_)P{B`eqr|>5(pp&2Pmy1&j-F<WYGtjukuTE
z(Z?}Bq?18mI$2|q=|g^<kyzaE(u`3RoiW?>)%DMx5pLVwtZzCuT-{!7cU}w-wl<Jk
zayKi~_Eq7$n|v>Jk~f|Xy1emx<Hvt@<hsCMZ81Z154m2mc1sw@C!JKHWezD;yMMu#
zCuScW|NQC(-2KMqJj615YX4})Wp>E#E&1sMG@J>|m?1f=dEGFv8H3g{VB}4V-#wK2
zBKmH@-A@hYg1l3|FT@&Mt;xy+{d)3R1Jr#wMhJPu0>`TF(m%>mqmmtvujAq|2oSy>
z-w2OMtENL`3kj{Ai!)xN9SjyNWOPQCGlD&Q+4VE^@sbQOj8bIy;IJlMC(*2wN_CTf
za-~;(W9^yQuDVyu)TcoLk65U*A6{22u7yQzl7&|w$;Bm0+{&fA=PZvcO~}=%`t;4$
zXv>d%&~Gw<jrY6zQ<gz?$Nkcl+6#`T=CzV%Ta*^-boALv{VB`s>--&X-H-Jz(9=!7
z|19U2T{jqAb-Q)8KhO8h#{1(i4jecEXG$v<KT>7_XPk%zrd+^t+kWyDw>c`h?phZ6
zrv-3qtll_LmEb)6Eb07MxT9kc*p}h3e3@Kqth9pyeIriP-MB<3s!z&51W@QK9E#wa
zc<`}XPn$mAU1mmB+X&MP&6n9DYglfqx8vw)J0?d$G+J!X3s=o2+Ize1(@3rZ!>sGw
zcaChqe5|F_n66pbuD?X)RLSSVZY|L;tcTe*C#=iQn@*)4B6Ngx`;c9_bbo!&S^9ix
zbXihw`zN?Qyl&p?Su;(#M!40mUGZ^SoSU~x^TiYPLIgi1_o_>8Bc55mkqt`ZuNG}f
zRRGqk-*N{e^4E)WMJoUvfT0Uum={wEW&@25ZK#f;t6z)ffeJkJc0Wlu=ktNo$woXu
zo1-j!filKX+A%TAJl0x_J>)6tvT88#W(<@idc-F7`0k4p4TZzkTz3H0ctSy!|E)O*
zFq4IWVV#II5R0v=gpZ|vHDC1Z=FY&SqNl?nr<s6nX#&eGhy!Md`M8Ic<A}Qj#pBPn
z!(2qx!S(86Uf&mJ6I5XH|DUn5{Z2L`1S15p0sd8=isl~1glqt4230~$Cc@u@O#j9d
zY;Bzg+5RKZr2x$!ZewCg$j1DC3?V{IZYE)20Dy^|S&)fEkV6C@EGWn#%+AU#2;gA+
z4fykinV0Z?cKNpow3M-psgv2i44f?)i3p4a$RqQQ^Ez;sW83u=<yBsepC45YRn8uz
zswb)i2S-yAxgTARj`hK&2LuHr{@lCR-NEEY$<Ra`dt!{vOmKL@!CV9%S}p)tsl!TQ
zFE}>gk~T50FuK*M${iY!$d^iL2mJ{8-Sql!_XjjIpZ7LeE*P6!U|rw!Saq<RuVD$5
z)W_wATrf#WFH44iAkpWO1d7ZKY}<@KZ$>}AyeES$rOXz$Hg#784;-2<A5SD|Gn}m9
wU^RuTsvX4h%?}tir9A1U#<TWM&=ezrreq>wFg#dR7WRKzOGYLvD+2w$001?X8vp<R

diff --git a/Lectures/L12_POCDemos1/POCDemos1.tex b/Lectures/L12_POCDemos1/POCDemos1.tex
index ebc64ac..324a0d5 100755
--- a/Lectures/L12_POCDemos1/POCDemos1.tex
+++ b/Lectures/L12_POCDemos1/POCDemos1.tex
@@ -28,7 +28,7 @@
 
 \input{../def-beamer}
 
-\newcommand{\topic}{12 Verification and Validation Presentations}
+\newcommand{\topic}{POC Demos 1}
 
 \input{../titlepage}
 
@@ -39,20 +39,29 @@
 %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
 
 \begin{frame}
-\frametitle{Administrative Details: Report Deadlines}
-~\newline
-\begin{tabular}{l l l}
-System VnV Plan & Week 08 & Oct 28\\
-MG + MIS & Week 10 & Nov 25\\
-Final Documentation & Week 14 & Dec 9\\
-\end {tabular}
+\frametitle{POC Demos}
 
 \bi
-\item The written deliverables will be graded based on the repo contents as of
-11:59 pm of the due date
-\item If you need an extension, please ask
-\item Two days after each major deliverable, your GitHub issues will be due
-\item Domain expert code due 1 week after MIS deadline
+\item Start recording
+\item Administrative details
+\item Demonstrations
+\ei
+\end{frame}
+
+%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
+
+\begin{frame}
+\frametitle{Administrative Details}
+
+\bi
+\item When developing your code, remember that your goal is for someone else to
+  be able to compile and run it
+\item Upcoming classes
+\bi
+\item L13 - Modular Design
+\item L14 - POC 2
+\item L15 - Module Interface Specification
+\ei
 \ei
 
 \end{frame}
@@ -60,21 +69,23 @@ Final Documentation & Week 14 & Dec 9\\
 %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
 
 \begin{frame}
-\frametitle{Administrative Details: Presentations}
-
+\frametitle{Administrative Details: Report Deadlines}
 ~\newline
-\begin{tabular}{l l l}
-Syst.\ VnV Present & Week 07 & Week of Oct 21\\
-MG + MIS Syntax Present & Week 9 & Week of Nov 4\\
-MIS Semantics Present & Week 11 & Week of Nov 18\\
-Unit VnV or Impl.\ Present & Week 12/13 & Week of Nov 28\\
+\begin{tabular}{l l}
+%\textbf{SRS} & Oct 8\\
+\textbf{System VnV Plan} & Oct 29\\
+MG + MIS (Traditional) & Nov 19\\
+Drasil Code and Report (Drasil) & Nov 19\\
+Final Documentation & Dec 9\\
 \end {tabular}
 
 \bi
-\item Informal presentations with the goal of improving everyone's written
-  deliverables
-\item Domain experts and secondary reviewers (and others) will ask questions
-  (listed in Repos.xlsx file)
+\item The written deliverables will be graded based on the repo contents as of
+11:59 pm of the due date
+\item If you need an extension for a written deliverable, please ask
+\item You should inform your primary and secondary reviewers of the extension
+\item Two days after each major deliverable, your GitHub issues will be due
+%\item Domain expert code due 1 week after MIS deadline
 \ei
 
 \end{frame}
@@ -82,41 +93,72 @@ Unit VnV or Impl.\ Present & Week 12/13 & Week of Nov 28\\
 %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
 
 \begin{frame}
-\frametitle{Administrative Details: Presentation Schedule}
+\frametitle{Admin Details: Presentation Schedule}
 
 \bi
-\item Syst V\&V Plan Present
+\item Proof of Concept Demonstrations (15 min)
 \bi
-\item \textbf{Thursday: Sharon, Ao}
+\item \textbf{Mon, Oct 26: Mohamed, Xuanming, Parsa, Gaby}
+\item Mon, Nov 2: Sid, Shayan, Leila, Xingzhi, Liz
+\item Thurs, Nov 12: Salah, John
 \ei
-\item MG + MIS Syntax Present
+\item MG Present (10 minutes)
 \bi
-\item Monday:  Deema, Bo
-\item Thursday: Sasha
+\item Thurs, Nov 12: John, Tiago, Leila, Xuanming, Andrea
 \ei
-\item MIS Syntax + Semantics Present
+\item MIS Present
 \bi
-\item Monday: Zhi, Peter
-\item Thursday:  Sharon, Ao
+\item Mon, Nov 16: Shayan, Parsa, Gaby, Sid, Xingzhi
 \ei
-\item Unit VnV Plan or Impl.\ Present
+\item Drasil Project Present (20 min each)
 \bi
-\item Monday: Bo, Sasha
-\item Thursday: Zhi, Peter, Ao
+\item Thurs, Nov 26: Andrea, Naveen, Ting-Yu
 \ei
 \ei
 
 \end{frame}
 
-%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
+%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
+
+\begin{frame}
+\frametitle{Presentation Schedule Continued}
+
+\bi
+\item Test or Impl.\ Present (15 min each)
+\bi
+\item Mon, Nov 30: John, Salah, Liz, Xingzhi, Leila
+\item Thurs, Dec 3: Shayan, Naveen, Sid, Gaby, Seyed
+\item Mon, Dec 7: Ting-Yu, Xuanming, Mohamed, Andrea, Tiago
+\ei
+\item 4 presentations each
+\item If you will miss a presentation, please trade with someone else
+\ei
+
+\end{frame}
+
+%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
 
 \begin{frame}
-\frametitle{Assigned ``Questioners''}
+\frametitle{Today's POC Demos}
+
+\bi
+\item Mohamed, Xuanming, Parsa, Gaby
+\ei
 
-\be
-\item Sharon: Sasha, Zhi
-\item Ao: Zhi, Peter
-\ee
+\bi
+\item Deepen your understanding by jumping into implementation
+\item Identify a risk with your code and implement enough to show you can
+  resolve it
+\item Looking for an actual demo with running code
+\item Presentation
+\bi
+\item \textbf{Explicitly identify your risk}
+\item Run your code
+\item Discuss your implementation
+\ei
+\item Simplify as much as necessary
+\item Do not use this code in your actual implementation
+\ei
 
 \end{frame}
 
-- 
GitLab