From 9c9116f638aa59ae914f17a707a1b35948afab73 Mon Sep 17 00:00:00 2001
From: SentienceDEV <dev@sentienceapi.com>
Date: Sun, 11 Jan 2026 12:27:37 -0800
Subject: [PATCH 1/6] Make AgentRuntime support any browsers that conform to
 protocol_v0

---
 screenshot.png                            | Bin 103162 -> 99228 bytes
 sentience/agent_runtime.py                | 171 +++++--
 sentience/backends/cdp_backend.py         |   5 +
 sentience/backends/playwright_backend.py  |   4 +
 sentience/backends/protocol_v0.py         |   9 +
 sentience/extension/background.js         |   6 +-
 sentience/extension/content.js            |  12 +-
 sentience/extension/injected_api.js       |  58 +--
 sentience/extension/pkg/sentience_core.js |  14 +-
 tests/test_agent_runtime.py               | 558 ++++++++++++++++++++++
 tests/test_backends.py                    |  35 ++
 11 files changed, 796 insertions(+), 76 deletions(-)
 create mode 100644 tests/test_agent_runtime.py

diff --git a/screenshot.png b/screenshot.png
index 847eb7308de071eb295db2abb31ac306f62acbdd..4f8a30ad9d8391522d5c769b821af43acbc4f025 100644
GIT binary patch
literal 99228
zcmd?RWn9!>)CUL#A|Tx<Al;30cXuNtFqBBQNOzZXNq4u>(jY^3cZc*|{XfsE-50x`
zeYZPrgmGs0{q8;YeB+!mAxa98ZxHYiU|?Y0NK1*Sz`(o&KR$m8{|x+deyddq1A_`9
zEhenyns%`GQVUa;1nz`1UP9>w(t)iw8gFIGzlUzc;^JZs?o2Xus5m)ky7%$Xc+);Q
z4%UO%((-!E=)r7JdP-Z8%Ojh4t)R~%J=%Ydhr?P5vVV^pwJ)&A!T%mAFX2A?_oNIK
z?w62%&rz#?fT8@K7yABx^o8;?SiunyZLX(lkwm;AA|mf{1ZPGGOO}?F_NOacK7Wq=
zZzTj?!>t@GwphKRbvas?$Rs@~o+{B)d}ODj{4STm>g?=H#N*f>PxHIReDqyTCY$G<
zlg5tVr8W;L0rk_ho^^#ft7%3z|IGIqC`3G_Mn>Z`=8E+BcFXPP|F)zj<^xOyvr*^i
zdLQ_!B-iBk5#B35VDEo2Py|saW(=ir9iMNHPDJ7Jxqez~c2d^`o3gQrh{L$h;-ZN3
z>gCHa?HUOgc>%9mcJmQJ7Z;aZ7ws13!{Jn}{EoR`G;*Z^^*bjq2?<I8D7dC5V*YP*
znvBri!a`~{?vOr6tFG(S!R#3`<$bzG+TZ)7&X;0_*&a&4@L49|a~<pNmpUYWvHo%R
z8y200+^r=nENlcm2R^^MqqTMEMQ$Z!9HqR>jw%xq6STqC*H@+3_csE+`voqq^8vV>
z{AFWkvAWmog)n#gBZPWXqeR1ID4AuML;dmohJe$0rp@EpUqWi2>f0E$20_YyaYkMK
z)cA_qX0EpIy0|`>PWl&Yc7tpZ<FDA^($Z4&+d^SKxMI6hc1yB+{J}(q`3Aepi<X6E
zrxKs1N0nkDYioKhK@5yIe}UUk6OI@L@IO{=jY`=f`Laog|2A|-_h}K)@f*9P+A<ls
z>@U;R&H%|s!WeHBRaMpQKyaIlO-+{vv#Jax_dSG!gn>wSWDkr20s_=qvK`{#=y2>D
z9CdY185u(uf*Kgho#c{{wUw1K)n>Ar0|{;@%zt-Px%JU*)o8xnCRZXN)*F$4Ahk@l
zL8d4qE-r4)YrG@Aqr)ei$EmfgEr0nLbmaLfWT}CDv`Iz+g<W(WjVA|00zAA+&Ho8M
zSV62W-~@+v^h0ke29jBF6BDuVN%-CU$?`%%q<x>glu4v7;u+Z*P6gXuJognhw+Qq4
z7IMG)^yk#%9S>$^7!H#`o)nswmluuY{r&x9GbJl0r^4-q@vdS9pWD@ewwjt+BE9xN
z5>pgY@>p_6g?VKxBrGGtpxJTvotZ(vj~_p*XR8zFG)IPp<cPN)AMQ{{1dvcr`aYIw
zRT--wWLzIDmgv+$l$4?uz7Fs2?uNh)Y1<%^2zqzlpT4Z3)H=)&50kOaS_rjIOHZ%j
zcL3|eWZ1sY<Y3tDiI+V%H#avu-C)q>{`puw_H4?wiW^#%{zoqF7>$UC;enkHS8MzF
zc-cg~3OR+%yq9*fKZZO;TEO$qr}Hg&&lZ^k+Rf2SK^obRhzPI8`=;F7-12hUItWxL
zPu^lkEE3w?!0b%@T|J$7X&G&W+Wq!|=Bl$mF|#tas)fz8Ka1y?hLDX$auYZH>39SI
z*GcZkHx4@Qk=YvaC|;jZbYv489Gp`1rB*j^<iekj4`yo$Krs5KW@r2jCYAEc+Y(Hl
zT{5;p4uk)WU02{6)iMnZ+XY+-!|}|i5Dcox38uHYp|IVYqN1WK;X>S>R)pjVInR<=
zOuoyfes{KUZbiVRFVtY~3T4o1RFZk-;&N@f*qr{}L88oSqd%tR<FLwupFqg|Y=xm<
zojqi#G{gb6&Hb{IQ`u&@&4Vj6jhL7?o!3Rc<tS~zpin7Wzr~qi=>b=R*EYj?JSPD6
z$8?c;Ng}R<F$wdBA0z3!>V0CLms(sZApMf2hf8g|BW8t>f%+l*9L@(?^d-)RbH%er
zTXaSr78>o@%tzz~<nor`l|8`{$R^T<=qmM0XR=$O#}@1GDqz&w%xgFquJmWJm`JQ4
zir|+Tb_f{PEKJl|s@A3MnS~IRgxIa}xt*;DsizXK)<7D2G!0r^S&;SX#w*=ZIc;KH
zu0ify8$lR%>GXd+V_Y0DBcocNpq~CTkuMvBLQ>9IHq*nMyndB0DFz-Fca}1OuuiQY
zBbM+_nGJvA0J&G`PW2JQ#2Lw0A-nUzjPfDM8n}mSG&jY_utL=YT6LLs5-)lhWTd{h
z@|usN4J6P}<!8?SE>P4gR1&VE2pQGo@wlR=Ehl?0wx>>CRrmB?@ol7wO1Zd9<8@*D
z>c6MLOj(_%a~r^EGpE<|`Q@bnwEHFXGO2J;LJai7b7R@!^kkv({X&190t?|Pd_$!?
z!*}OnV`J-mQ6{()vpi0FSt8UDT|yvlihUB_5>6E5uTd}2DBd*llpHd2ve#<XN-Mml
zGNbJH9Zf14O<*5PhMKbya@=meE^&(1?tQrjtuX8;=XosAtgyDWR=a+=SHfh_`a@I7
zl%_x-T_i-E<6$jX&~XP9o9Ot@e@mXopj&RxrekAU-1olS1mK4FZO^ymCWlws0w=n0
z@#eXqm^5TQhMu{H^9?1#2vimzMpuTAy~)pX@AtrKLsvUqa~pnP;~;yG`MdC9KH-@N
zKXi0-0Ng=XV0?sfm#pmUqFBE}coD>mVVZ3Br^+Bsm1Q#2L3=wpQUg{TsT@|6E~srE
zetxx<`Fwf>(i4D%=tsmg;Y<OqyyJ_bMc&DU?&Tx+29P5=bx0Qm$X7<a^1dJIj{;PU
zAm-O`5{6f%K0lgoIPQ%g(8}49gy$=4Ez_w(ASK*?+hC$y{F9tf?YxpgyfsEXQ$XL^
zD33^5yFxTuQ9#;P=6gm4aj36xLDoz#KQ;Q~+2)|Qzi4s_pBpQ}<<0qaUxs=Fgqp$l
zu{f-2qGwHP^F0mQjZL(yW~mlwpmHx42S<;~@myWWo*N+)gOJ&AM+w?KU_a0`IEd(>
zaX1-8o0g|^n20CtVQuqb{Ne7Jid~wl53;5^Gd6~b0l<<Y`#t%$fnBeGc$&h7)a2w3
z896WM0&8dieByF4Gg~aTx6RpMbjT1kaMMmkE-~oV2m3}xN5ejc3ts){_iDZ4_3rP2
zKIt^SS1A9p{;^>Fzv`)B;&WODcbw6w7yH9x-6pZ0y?azjjD>?$i6jihI}`7yudhGj
zmSUCO6`PxwP`Ongmk5szDp4!S$<8LFsqx+8HZn32tjy@Ah2$UWHrSGOeekT4#0!(r
zUvBrZf)?i|_JJIopXs;r`R>YwCEQ5@9<%H0QH1mYBt%>xRvd;IFPGybtge~2pFL$l
zO;e;l+XJE$WImcfgoQ;BsNSL{F%uRXjM@d?+!sj{Cn%DP>Cpt>10c1m1r4`Dw$6Pw
z4P08X(2^}kC}dt84?n7C!>+&U{V1Y-r*%`d5XJ7?>}mWG4;M?{jj+z}0>A`dBYvI&
z-uJFh=bL_?+l!)w;2O3ZKU<+$k|&Pnf0+J=`)ip^9&nM3I}?ZP5r$U`(z95qWa4Zo
zjoV7zx|JV<-Eb4=-ibCjhKvR4<j0p*b{3D0VBxUI4jjia8465VQ<yz4hz24Fc4QRJ
z{ZhrERuZ}-kB4j`$BE5qY^|@8Kcx9Q-bfOUq_7q6mCoHv0XlKAsGOCk3y!4H;Nffy
z)!u6G0JWb<s+9Bz8=KqR6$4qJPHss_3GNT<C4eS#1vB!H^ztH+PYFTliV}rRuL2yY
zoZn1o)DZ>9yK%=9D3&Y|hwnA>r75XAh=Ul)zvWc@E_cQp+v;h>q974Y#LKyaytE-Y
zEhUY7^%>^s@-jiPw<)99X@9LddPm-7JVzXN3<^#7Z$V%>>a8^D1U=(ipAJFdP+Knk
z&MK`<5$8uy>{d7#Qt~}6Ovg_2GoyI1BzlYMsWD&xV!m8%(`+%(C;E#TR6TK2iW^4$
z(l<@K#pZOVU+%7tqbe$zg_XiG1iX08JR58m-LH=rD27LeHaY_k7XceJeE}7t&9aVs
zW-YRwn<r>J!<_a^2vf{Rb-^Lh{jtU6SWPmHt}BW}P{T%1X6yR;T9e@^XRNp=1u04A
z9v6C-Vy`0MBtKE0SiwVy&@{uXl5=r!v9>f-;*R_hz*dmOA|P4sAZa0}ZCU@g^TX>$
zJD((~HE^Jd?M}HG_H^rHg8`|ap`e3)qW1FGtSKt8Jl`7L987)c*uUvQ9aLvS>U7(#
zP)O&YXlQ9_TE)trYm7s|WzG@{K?ipf8%wGEF;<VAon0vt2?@#3*;%6OtUCllzuEC8
zP2d{>&TiiJJ&ND4XH}w4buV@S$u72&my^qT!l?6NxUL{R*0mqML;3L<xlW+@12|Dq
zk0!n0Xk3V>e=iqYZ8uD*yLf({N*KoEUSV<D0VQIc7F|X?e#O(V`y=xtmHIN+_e(QR
zWFnq-G<R#E^Uo{u4%!i^o{eM*GEoRu5503UBF{pI2(|EodsA;cJ5g!W<(jGR?mCd+
z_ryf(V^~sB5?BN_@{ZqqQ6%ci#r)=fiFC0Y6tc2x2Kead(jqfZF>`fRgDx*I{#}*N
z!<=lEPxxF!Fl6*D!Gj9D+H8>WVIaT5>y9(T<Z<ir-U!0gLY88(I9VNC978S%BBdH|
z?X^d9b$}j{*;<z|{l5g_+%NZv_z@Ar3c8KCj|xH-zR_ikMa&M^5fKvprIv2R2C$65
zkE3cmy}jPYmqU=Ma~G8sdP5tgk}|DG!uNS30l%rirKJFrjir#C6liw8q*Y+)_G<md
zsK<}5sWiSooBa?_P&B<toDq%D?~G&?Feq5`8b299qq^fhuV3CxvuVG@EYi<Nmui^!
z10QgN&jI1{zQ<*eC>z*5JUm=mBYQ~7ObN-)H;drj2o6KHT~Gv6f{9{iX~}@&0f;=D
zU9Rkys_aU5Xks@>Cw<`}23-d8g^#ZTd-0u)%_h{{O!Khkuq8|3ac7)dRrPmI7|!|&
z$pw#kCcVbD|HUNi-(60`f-<gOoS(-9$tKWV#_@k>YH86d*J}z!hda?=fXVevP!hOL
z-%n|sY+nZiXj0;bGwO9a8C_`5a#s6dkt&sSD71u?xH<iQy#URUNE%x#1w9Y~O<60Y
zxAlM_hD23h7eJ4WBa(CkM<F=Sr;k9q#0S}z3)hkJ)R{hZ!Qx_F8ux^T&=rD1(Bl1Y
zo5W<OQDLA@Od2yt{Vz>;7d#>VfHc%U=Ip=kv55nzQ(Qn;uJg-%4CGO)O#1Sp4m2p~
zF&RYu+qF<5q!k+=TL6|8@F)PXt2WqFcmb%^<xG`HhXcP)tSjm`kO`$_We*Pzy0sSB
zw>0em_pSy){2)}T0mfn4xg5@6;p5W=*45SBUF@>CUs$+pxYEs&jotqFgUMu|cOi2B
zob3in>0GS^PxoSy2q>p9%Sb?zi`&(`E-nDeo&3lM=ji05p6L_j_e$5myW~o(ATK_C
zJ+vhNBj+}cad%!)rReH7U@_ad?c!R+i&!0q9FYC=>4g9Cn2V<~5?I__&BI=)7jSh3
z@gSKM-)hu-E6|u#9VUiwL7aCdUeeeDkt${3%4^z>`aYoD^;G0hc5!@MIpYPMsCR4e
zy_AaZ<v0f<s!DlKu)nI<4j^KL${`?@>IBD&EkQi1?Ou1NuF=sY>LvAV=O0g_myY!n
z)qbhfuxn8A@aQ1r?i4pGL1l91B&9>-fT+>%3VXxr^LVdOreih`|7&v6aV$%idbTL?
z3lqnul^;Mm=7@xm5o^eK<Fabt`Wn`Krao>F2|x&e6y)dU?=67$aX4%ZNkrhgxx0r#
z98^A@5p=hC;iNvhtJSXgSo}*vCF5mfLqk$Liu%Aej*^AQVQR*icE{b=xw>|sg%Yib
z!P}J|EY`Y1)^cAWVq4GG%U|XK1Q?)7K!5*N<^D-8zSLlNwFox9<f@awN4_-b{x>HV
z7YUbb8sA8+WR#jY#r1O>G&EAdSy`3G0wIASSU~Jl_#=#sjmZqX9x~0G|Jq48%j7>{
z!aL4l;FKRj?`B3p)+p1edKN%`zZyA^G54|-==l!UQ?k!QaFaaLI*p&Q?;Gm&5>jHT
z>2iO?QIRK*MoSGWxg!&DzcnAs77c1w0mewBMUh(31OUQrX5+4l-QVilfr7*1=(xD9
zH)m#bB{nfCsD~T2mQdnlvRDY9;eWw(?r3G@%Y_!OaESTcSHeteY^<%@UHGe{Pl@vF
zjD)$fSN8Ubu~SfYtG3{A;W;5hh@@Qy%N>S?i6$J>tHr}_ZeFB{n|e%^$E>O!Blj5e
z3LGvp)dZXWQ7L}ycD&REEz#_=75~yV1r9=tMIU~sZH`i>dP@avfTT5bcr>Ga^ShA^
zuCd?0yNH!--rKLexT4`K(vh-SYJCq`fls8~E*2ntO@KfJ|LIor65a5IJWUT3MO~s;
zlb^D}pe;0t845HH^m`{l*2V3{uek0gs8~I-#^>H}JV=Ksp#pbdH#6=18BH>c>h}+{
zhK7cOB{?s5aSD99*VD%$W1tFDtL9;6jhUH-3skqpO~n+OKyaCyfdsLZh8D?HB{QSM
z-SNK}ja@D5bFor|sDzB^08l{b{2rXZI<OZM=|S=_EtwiN{Udt+=X4!cNCc$NYrxhw
zqwu+G??(ln3Z2WsRj6c2?McQ$-RJV8<2JngFm#|m;*pLQO_iGV_pUK{`>S9IiWj}1
z3$M<&k5GaUd!dp_xT*J!tIqBrZr|<C$ts;@IlVzE_mO1bJH>P!EIgVcNnk;!m8=zO
zcX+o!c2Q`E&}xB=_c=^Tm|HQMC!ws2p&kA#)irD(;5T8ij15urH|L`TOLKFohOD&U
zhR;Z%I$fUKPLtA^(&($E{?tk)$dFOOTSe-!>2iI5pODgb3M{y|xR^95VvNmeL+~R9
z{Q-_?fj@q|g_;JF!}=;6JR^M1{XUk>TmflizyIzfU5L86{w;vx$^db4i7s^Ihmlwc
zL>=a|KYzU~iH%-+VwcV;lfHp%`xCal*U0wH(pcV($sr3Yt|B#^zW(A3mcJ>FB!m03
zd_4UR{W#QGI-iMuw$`nCh5R2(cf7;>;uF<ix16JeNk9<B{6!7Vj)M8!yB8b=?@)<|
zi2Mt`zC@%v8_FR0LLIr5nm5D;L0SLVD~$IhtT*#g%09%f^sZ$3{8bhtXqc`%R=i!s
zLn&@$ecg{f!X6-gAT$xNz7uR;mDNcP+L^t|^G$)F7ZggKyudfA(++XxK==~;H90}A
z>b^YX9&ToxyJdB2EAT@I19|3%5Dl@p&<R83BXxEO5fZmdrl3!x3d0nhnW<dZ1f7CG
zJg^*>9QdChT+Xx_r_RjGtb_p%d%44>10*p@O3Dcr84E<Jhp=_J4_?tZVYDF@4{@Ii
zVCHLp(-K?V$225JM)qu*va;_ft-$9W%1S?7!^r*3=OCkdSjhhOlUNbV^M7Ok4J{u5
z>BoOh#?vyx{98dZ<>DXz`<|j_|37+R^aq%!v9Z58DfR%coxis8I7v9x|ApoM=NM*4
zb`E&JXsu>};Pom98voDB0b}thc;@EjZzvEE5lu`?SkeT2yjjM8(VI6qFgiNg*C$zK
z4^A1rVVQo5276#o5YXIc3|ea-_9${NEiQJ(&#EHGn?Rm%?eT2`sd{6NPJo@g_S0&o
zF&c@0Cu+p$<Jf=XMW`6@#~RZmFj_p^-0JL>4cHBuKKCpycK}qWs;ZJsLwQuGP%Rh<
zK*X7x1MIiOY!I7e0RSF|D<dII&1=Aeo%W~n>mcgDi+TtC`q4sD{|{qVV3=^(F3bSc
z=I190czn<s0!oTkUS1DC1&0}(s><&KN&Jhw=PLRz65WS@06pAZLg#=Mz-G{i?-tR}
z($WG9$#%J&=(vEBlk@D;dT)fjo?iE-Y>|MW;bCy6bRdNq3rR}8s^GAi!nEVEo_R|V
zS8Mrupey9*zx!*~1o!85zNKGnD&0zg#bn?)RjLgxeYj$>!^cN0bL?n$_dR5?5XdhR
z|4=NtoW!t+Q$Wy9#z8U${tLE?hI}d~5%;IJa9_WEMXi7S?3tQiL}cV&2ktZXR><B|
z+IxqboSe#1;NGgMiTL8z)KymQ0NW!oa~WVtS!wA>5%5!!pMMOy*&a!spPS>!t`NN_
z`K2khVouS}{qS<J!^e>DkekbY`o|9;US3}NLZACTXp+^qOYL4QbN5f@|Fcf|V4W0z
zJiooz#kh3@TLGl@F2KvSwufT%l4!y4;DM9-n{(wr9za9@1wb=Ajlm@$uh45^UD5`w
zXe9(%j0-aS%VMo$nMaGBP%L1xmKe0%0_MTT$JZN46gHGqQ4y7Vn8glArLL~7o!v2z
zXE^j)sBs%ZDd)gO0Ad==!D6<W;v>j+iNKcyDod?>HhHH(xUr{+fTh**<}=F|Lzx9b
zr6flElP<Tjjn@iOd|tO|ii#DWUbChY6&x&-8yANWxS8s0CVi9rFBMVfgIx*{!gB_k
z5tmxGp1!zZYirBn`bZpBqg)sd7uR~Gk`(;yKWcKZz$I;saIuw|^SC<r1$^c}0B01-
ze6I_?tYYnIs;bri>kAh<e-R0fH5e_r3oWom62vFq+_ca9l2M*Lmyp2hn^(z~!D7%+
zQ~C8;tm73Kqc<|(X(LHYBwwv=&NlO3cnkNp^*3l%81&e^I^?$Z>oT}}7oV7@AtIQQ
zcmH2t#YV#ZF{D-r@dc*)?95CSOxWu7Xy*LvtPzY;F;I7nEiK@8!4Nhv7}Qm5mBbh{
ztDX};H$cSB0?q|Ol8Dz?PQ@9cj3>MC4La=e3hE^3ff3(sNfs8C!t4+uwd5YBY<OIY
zq+o9x!qK(BD^P-Hbvu_}@4Z9p+|2-I+bByiiZ}oPtGd2^YHI8E^xp%$^W+DvtI#mS
z7f{fwfm`j@`3$Y%ZL%s$Zu6js2J9*duMFym0T<3tzPB`@^!VcF!0rBek-l*WRNkMi
zAe0{WoN!9C2Sz+rQ>~hh5x7T_MXH}ZRmPt%?SMn_hg52yR<A^Z!QSM5G-Xop^U8&Q
zsGa-SfdQG;Hs`}{xbWbCh}dO#p2}q>k^6_-8yx?MYhc*%%d{6WPzU^Fd6vJwgYaYH
z<V<W=1=X{jA0X0tz61qHe&!EOphi103WO#6`&{1%sDbrhJ)S;(J=q0@(Wg0hDzEVH
z@K4wwqwN3K@Kcf+(U(kq4@$TbE*^t7Z{FzEThq`m9WQ|U1r8u^RrdkP!gzuzO*}+g
zQE+WaZx!eakZe3atz*v`)POVj+;VQERsqldg%a-j3WXTdlEi`71uT)4hROHp`dX3`
zl^j$6Weh9AG`s?WgW*d<8tYtl#<Kg-!J76!!lZ+}X>L*sz&kqk!P$tmq}bHo`4iE7
zhbRJV059QgwWqWI4DU~^>95$2A3quk{M}E_8`j>R%-&Y9XXBD<<WLd&R>A*n>Nr8>
zIkU`nr@cwERgAe>OY+V`kewjY<q^I>Ejk@7;QizPq2%uF4qT(-$)ew&5;8VZX(S5n
z|6V?79GLjNXb70pZ%6UW%Ij_B*HCUj@C-DFL9DFEQGzECfceq64-n<MLOS4-7)Y7C
zE=M3=!Pgr5OUF@WkI*BuzCtDxs!is!`Su4spY!>1KhYp$P<BFWY6Buk%bZ?~FDYSX
z8V^*Fz$bT~IOY$furcX3tJT(8jIV(Tm%WehY_*xFRDE6DA)vINa{AYVBoP7GTTJa}
zriy$k1P!Ed07tG{LwMs6iFvK+0x=}`e>1{3%9zy7g!cU|4V=nqU0tDA_SiRaNo0BX
zp4VTw?3T2&wX?4RI>zO}6WlZO{S6i|Ed{rVKr)CrW9jpIcz6W)`+q>2837;u*Uqyt
zmd3=ufPHyv^}k-g`rckBUbTzf?eD_Jubo|8&!0a>v$t<tD~;Y+kw3Y(=!XA;2K)wc
z**@M9l0Vtw$4TFweEzCm8pOY}=K=Ha>FYmq7l`uz2c*IO_d5Ur^59m$rpbtP1ON@+
zEgDHpf!d+*SJ=g`@zVad7Y*`$4qYIyX%r{R5lnFYWd66EfLeT&V(k9~9m}FY%Xjx~
z&n~aH-)J~qhHG`Y#OYc!Qf{zoeHwk=-Rtdae-$zRc)QuRQ<&^Zb%TjZjD`0kS^VsI
zXTBlaGXApuEk|qH*N2DByr-adM|Fm@WMn#3Zi2lXZlYhw?XCR-B#dU}*|h!>s9&)@
z$l!^Hl4%aPa5vtu1WGCtPqgZ@Ko!wg2{aZro>=I0k>i#`tq=D$659JZ@icAqygXJF
z?3kifC~6LwGCdZ3#BL(_OBD&-1EWMlb8H1jlK&892%Z|S-t9G~GcdQhk6$wExAP4*
zDk+~w-0AcYxsA)+@!hbtdSFC1e3|{BjK#shv6g=5bjQV2(N1TR>U92XUXjEt_2U??
zXH{6_2$$e|mk04^is$R+m#Nr<to5-mRgv+gi@Jvlx}@_5W|w)U0oH;xLpN4QdN^fP
zTJ4`B^W?tTH9IXXzH(V$(JN4XEcY5T9krx=i1xplE5RX|u4r`HJ)lFf6P(~w^k#!9
z>g(UnanAU{rXpxO1ZnmgQs;tde^yV;f#7XmV)d`Jb*!@;U&$y~GlB;C(z1t5|Mjgp
zm-_M+)wwAI$*<ZHUh)jXmo2)*Be2`ZTk=ieZ-Q6pHG279C6@gzg!z0n(KOAN=AOc)
zcstToI!^ZQ+_)ISe2*7ietTF*1AX?K92EwYiJ*a&tnYQ>=T(jgCOEi=a;+*Ig<alD
zeCzofFBXt428Sf#wx^msZ6hos^X^X=KmFdDe|rDQGyzig+2rk*;Lz&8yteFq=#`$^
z?~;fRYqr|y@sT!}hFv`}R@U$Kb@G7{Jd1bp-Raxq!`J$0f|2P4M9b`9>djXX&TG6G
zf;Z?^6j6Qy=MtNHq$Bca`l7cAh#Fi&(aM6S_R$|J4BgK4?FYHjZI`n*#k^(7HcZnH
zEwtP)&X(fc>d;B>&>A3R3vh6j>ksVNZHc^wfhn?kQ`9xsv#!%yuOO*bPYP5l%qGf2
zr5zW!M@zS39p~Bg`ZDx*%EE*>qr@KBn@eRVT0Bcj4vxAte|qoLFX_}r0~THGS5(t@
zlv6{R0#?65-*gwf;eV)I^N(!GCmlInImu|Rtk3Yq|JTRUPQv8-J^q~+9KV{dGD1zq
ziB27n+jp_uAzWq_Xk0r<XavQeDO#811f<A2{%XD<wt5cGF!MTzjfqfote+lFBa*wr
z7qzwQ)&sig73oxxjF&K;Yb$IUGl9d1At?=eTKE0!R4RmwBkfQ09UKrDb+jBgIj74v
zm?`FibG%aWXBG_=9iwSb+~*&cx3t1Bh=>SW>LFH<=w@pHQzw;$ue%gFT({^bgyn`h
zWaUb7DZHpKFnZbtEsSul$)Ql^#`}-AGw0*VRUt#PM+O*5mR#}`-2SN9>P&pdNbnu*
z<5;IED&Jk8(rayU{70~FS4?3!akiGtE#BX}kpD@By?8sT$9?#<l#YgpHz{6oG3?TE
zGUt>1{t(F1_S;i=PBDo@p{r6ttN3=K#6I?#F**Cp4}T@n1GB~#nt<KO-|o9<R`b)#
z;;onrip1_@Czy=3G>lnT_X2^8sUE|>`Qc~3YZb{o1SLsU+B=;RaBZl;v3ZH+*7gg6
zUZ2C31hIReS|J2}$LyL!4dViTRPifouV9OyN`I)(xK?e4+hIX|nPo!P3nR<EUJq(!
z9-dZ710uFM_cFMf$&a7c_jKdWkdQjmm|~)<C<T^&;thAa_NLq7&5A8@uXAYsidVJO
zugq1^mQX>r)OHCQ8c}RWh<A`_)=()xJ&(<hVtG&tnX|;SJn7s`GLLKvR#}Q(sIyBk
zreJ%&c+KrKIXlg3x-@WGI7OC$hr72ik_vk+7boE`a^~)aXqxtZ^;!Gi;C4GMo|%mr
zWmOsSk+;7i5dlWnO;$J!&9Sk#USE?R&ZsA?=ICsZreziD(Xn6zi95dd-9)`Mi|AzY
zICs_{X?T;Xey$iN#~Eqj=e_=OQWH9&g@-?Z5A%tKVQ(_EHbdg3PXzjyJF||0N~ZcF
zu!O2`cyGs_qom#8vVK>Y4V}#sGr|cIwOB@`BE-r;TW*ss>C|lJFZt^5#(-G3LjV2~
zr_oew^T#c?P?ME_<J--dRviI@pAov)8fCqHzxh$p7A@xM{O8Q})FB(4$URfGW2H&~
zwC}fMCk~{OL_~7t92tF)_#Ets>Q2qHx^$<PY_wf8B{lC(mZ(y%>SQeB{vv}6P{T9<
zzd$CGe_2ux)q1?_jKLtq3XfjAE+)}?Vd?W0<PDDb)QY7kq|G(oMP%}tfB<o5ai-nP
zcS_YQs0cIi2}+3$8)(>wB5|k8C(ohD9U;YwOjC0@Ne)H)ZWvSITqr#URnD{DXwFS)
zVVs|NVflu|bt0JUOlBbZmojPmGFj;Q<t(`!)V@<B*Ve#8v#>B=uC^?}(BbaZV~yc!
zLzJczO=@ZJy0yN`b@KzkMsI>{YR*W=N@#DGx!zR8r?mR4shqkuRnKau4B|1Ni#xLB
z`T*)!!kY`%FRyW*YA)OkF7_V1jR-V&a=dOkd0fS<bvs%pCYaE7(|+N^z@65+r?-;d
zrK9Hm(N8_r{m6;W(X<yFqVDPScz9*GFX*z*J`{wv)O52tiDo{IOH9nb<0JE8gw+!v
z{FBF%B}mUi%}J1{@9<aE=c<{VJ@kR{h2dx#wzi=c1n7kC8}C+ybLox*#$oB08~e~u
z8Wbmdil!T36cnxRwrxKt`RCE^uD8O`Ru!+Wg#Xy<;o`Ywj1Z;%!6c`)yD0eL3ewW?
z6pRpDI>SpXwtnHer`G=zd-m*O9mPkrz-_Q+C!v=I9EJ37(ermsJUdqcN`k&tO~RT?
z!!I`T=k^m9zj3!n1ct-?O#o;QFW^4NxQQ(+R-LxzwdP-qdqth8e=dytbk%s?!UZd@
zLr3-o!LN)r;gk28U$xDY^{!Ig@3FC&_Eq9eXyGrYQk+;ihWJVzeS_ZS!Bl-{Els(w
zlLrp<oboE>w4iLLP>G4^5<=a;%MyYW2JAde4F7U=%f~h$&B-)qv#|uVN~xRs<zSO?
zJ%ifheMatlO<yRr(}!*Hcpr}TLqS9;c*vys0&8(Wf!42va#-NG0e(S?AM^cW5lvP6
z5Pv_V;YU(rmXhFT%pj&Y_M8iydbx`8y~o4ZvTfC-IDM*1neF<s-C@im-G+m#<ktwP
zvBpgPY45kfPqectn{4uZtSbE^)P+JCmBU2f(}MSN>=#F{OX@k}&;y2p%OZS#n$T${
z4bPS8D@!XYBCBar^zabP-n}3=`AO7Jf@4TP=kX*mk@$%CtYGF@A2M~hbg!@S_p}7+
zlL1uK!@Vte^I{wf3@huLFdk-nu8Jl<o>q0|o`eZ*_?GJi7MW}LB$Moc4@~u~w3BvN
znSo-Y_a<4of~hxPwfNv=u8C3)M6`Kh>cl5TjPn}@9wzW`{vn<>@^j{VzIv=0^FgDp
z_~|8KBxFj1$UW-3-Osx9rIn%gpLI*A^V{85t<n^5Ru9Wc1P8LQN;WYUHH4peF_-KM
zw(=$NI@|{=>JqQmnEJ1MHh%XB<vQy=0LuFY`y5AHP(7vQ`?;nYyMk*Y8LQcFhJq6z
z6N>nIopw1L^_Fsq(`JuzKSkeF&5@4!l9Humr{UWh9VhyB$oORd+rcR(8Q<JA)r-qR
zvL1#WcmTeZOZ65D@2!gU9@9s}G%o`Us@#+gFP?BIUx^bD9UAAeu8KVuAyT0GkX5vZ
zZH?z|?k0kEjHWTnil4P|ZzlW=|C{v8+P8sVy07IiXLGxDM-YvXm0#pcgY*(J1%EVK
zlpn?S@dvIyQ<ZBI^k575^3bw=oKAejFpr~3K&t3nBkceo6g+Xfk5=U-LCZ!ecd_%L
zKE2d?jsAJm*9^)iH3G?>iLxhoe3xNnW@}kka%Xlg1O0p?u+$D2)|2W1l=BUWY~{O1
z6+Uo{bABx(%MSO)u8M!ze#i&F=U$x_d2xv&FSKr5{alRN<4``%;+B||kDs6ZYE;e_
zno($Mj2S^4#F%FP@_AQ+=7e`rTu^2No@=#i<^(@nd;&p*p|@&_u=kq?S9JaH*pxNr
zfdr0JmeA3&`RFVuv)qt9?wl)v9g<N|$C9a`h=J9Vb*3r$cHe<w!a~yu15ayh^VB+d
zjSa5xGa4cL?22<$yIsi;JDie(o83bzpC*1EVex~gh!AlWx5aX7EtdFiIK#C`-uzWf
zqF>33O$3rE(nKGF$b3{NB|Xa)-;$i&S2s<c)C-|G)S-!pkhL_-1=S$cBthf$H>Bzn
zNvJf+hKu+nJ~0ZFEk5`eN8vP#yrVhh!j7P38r9K3q3}Xl4s$4K{j~Tv9H7e7H(X1=
zR))W{wjoQVobp$TJz{|HeFtAPJ|2pz(PHH7<;ULd%dxkGwRlzRJe11TKo-RJ;BHow
zBpH3d0hcLwGcmsUkTs6QW~QvC5&F#l9p`YJh|gxo4f8{dR{mY-1j_lQLj|qIAlmUe
zh3f^`M2(I{{MQ;o@~z?q;`S&{YJF&nXg+F9DV$qY6(e(&wLH!Zy)b*e5xQ6!-luk3
zf<`lzlOF~(hA3UIBk*Yqn9}THbOD1wy`T}1VMX&&?&;y|*gR3NeL4|f4oj$N7oL0I
zO$$vJa$K=47;tX7vT+fyjrV3bEi3z+yZ~U~VV=pC?T4WC;Y4bPV(>scwQa**USqWP
zGIBxv@{$l^siF7agXo9pb~DsR6O(r92Erye`;-2cOLq;6NAJBc^pw$=lzGmJ$VVRp
zydC84ls6f=hv#YchJvmI?Cl>XN;nlZ)l{!GDa$F9)>p4A0efUinq*;?3bQt>@is`~
z(eCI}{wMTEdSK*eUgwnVY)WY|$<H%}l2tBX)dW@dZyn~tC)N>csdlfMjF6r2d+&t!
zYyV=zQCZH>zH&QDt=rSmQ*loAJUelaMoYu=Wzb4_Enc8>cG*n&bInH0A~@&FdGWDq
zpRPkc6{~@S+@-1gcE@p9w4HwH^!6?Ru_A1M&46U-JeuSr40;5$6+Cl>>bNP<@V83F
z1m}>MFlN}}y>BX>qxdP&%LAX-F7V`Bxv@|56)$vSDyu1Hn<+^B+y8n2t2_~BVUf9Q
zd|0Ojleh`X6iA!h(@cU#N=x1cyTq6)I2sN1u-jAu7(wX*K4(3puW>xRL?Yr{hHh^H
zLypU5@L^Za8YFrVALbOXIEfS}JTG4Vv`SjaSLVPXvNGBvS#mm_RE_C9WNODwe_yw&
zN4Sjqob1D(H14vv9vl+9Q`a3~*gQ&NQZ-3+L%AXCkg=o~tp`4a0|wVvsD~Gc;7O~~
zVfv1#hg1}~CR3BKY>ogE<E!ZFZ*ychxyI3?{0UTI2skxD20e3YKTtE<H8pI-J2YnK
zXV$sO+r{5t;}KBNR~pMF;3%LRxc|9e+4f0Xo~zxer`{WgPLz}@{%T@3k|%pMQIX~o
zFgBm<L35hNI9XT_#rve(<X}GqxBTpm=cucs%BvTNXSUj_s`X{Np8m33a?a@9A;Hlq
zbKKuEw-aO`pTbJ9gaZ5|TDWd_&`z7eMpcyiHYbym#1c1H{!YnOG9I66Bfe{s>zYt-
zX9t2qW0b;B@avAtw~Pl<GBla@CU(d4&ke@$1>OZBR$XP$2PfB2lXvV5F23f9?a4Kz
z1`>!}5p+a$1|H@X@l(4QeJLhPs2YfvoRY>1Rj0(&nNgabuF}5CZtHoR50Ka+Q>>Xs
zwZ(8@lDGw_6~)YVG3*T7OrspT*B)!^T}50=N$$#B$o<||FS*?Gl?zS>>~Xf`kd)HX
zb<}I`el9U3Vk3&P)Nx3YnOsFF0l$f}qRnBu_YT+rgYgZJh3ZcWhhOaMO_zUvw+Vf#
znl5nbIX81Il_7POOqejE=!+JigDJu;o|7SX$O`ERPU^SIw<$x4aAHh%b2=@R1=KnE
zQ8|KMZL-xYXzf_<xl(Dn>z4YX2;N;(;g|k4=U?*v5|gwn_j5fcChl%8)^*9rjuspR
zshLG2C0iPuK3-pEj%2!rFwIwsR<YJ=tgb3sVJ`=VhW_N9p|okHCf@KvJ1O(?BO@wr
zwOKAR?G1-REHJz|VMMLzoQ3styz6~sx{~HLVN$`6>TwtnheO+&Gsf`NoH4@*I?sly
zI}hz)N)KV=#Np)q-YL<QaeKmvI=?)}NjHVc#^*KJ^a1UBukM`eS0?}I*+K}8R+oV2
zU;=geOGB|Gs~NpB^);ZqBk(^xn@3PzIB1&4jkUAL^HcA{Ut@<IxMLh4q1fC-r)N=o
zM4I95LlIz;uP|(vxvJ?iT)`CY%a|&J%O%o9ry{2uEweN&C2;9mUGRShm`>GLmT)7%
z+RDAlj7-tcUub>9lzF!nb};`qw%bnS{8Msy3}Ercs@tsro6}mVQUIZH<$QRRx#VOy
z4W(^<GfXtsMTv<Y(T|-U^V!Kkqg%<`6VpG;(8AAzGG@gK{&82##a#u3w5h2n^l>K2
zzroA7K=$w=-Y3Sy{#|Y-_A!66;M;faCWLOr@FxZ9YB`i+dQ0|9>`*7cY7Y&)`TZTL
zl8P<faq;o??AzOFvQ~;oB20~T$^AB|;wiHlndR3#qWb(c^zed9g@syf@=7>8ofvLA
z3L;9VoGj3UX~J{+C)DIw+Vr2(+988A%A(jrVpPc5$mV!+&NQUWs*kYL<;HjYhA-GI
zP7$hxObgQ`WMu?qdj8mD&bU(x3<~3ii8f1!DSDpu_v2bqn3(9-*`V)`eEg7?o1gDH
z$v}g65F+SxtN5L0LHk|@`uNY*yy%-q41QGUPZT7qLMM}KXCKgeXZudWEKNakA&xL<
zPE-#=QAz8j2oa)4<YhbeRVSr}vdDxg#Z@LQFPx(IJ>QaTeq86p{3})?fitJ3uR8&}
zG`l$EX&&hUeoLbV_=|R#Z2mG%=y&b6jFxJg=@4@htu&qO(bLYv(HJ_fg)2wHJMl1&
z6I37?#w&U~zJxp~1qZ8cPtP?hO5e7`*ZwM<i{Sh#DaP%(5SYg^>3~rDX+kUQgEQ^|
zT4uoW$9?}-rD>X7;+3qdtg$hr5N}vPK|yE(sILH*-W^OnfbpBT<e8T^jC#Q?l%S^)
z83hFe2`M}>G7*4nmL><VOPA+g+q9meF_$EP#_D679g@WOaX?wt1q!cTz4#Nv@3uqp
zz&ftX0vJ}jckn));6c2<Kt#mD!P)^q15sF)$Yw*vk#NYt_ihS-!-5|teJFgJuQ2-(
z`Xy;(<>U@(`V3$VqvW6u=)lxDHh2p_^_K3z^`+~7Rm#h&D=<p2pC#-k5lI*#A(m^@
z75M)Bd-XykBhVi$9*P+gI~tD1CMPf77mi1+Tn+l<Cqc=hii_o7f1elBb3j>Zs!;hk
z%OB90!k|-|%xWgn>=<g`3_SF3uLw3Y$oq596$(lrEnau^1qJ3pLO(z~6Lcq%QA#^s
z6E1?Bm(CxwdlI7l_<$gpK{9h$C}l5O;Bmw-hf^}0w-Pn{s=03A{350S)QJXl%34g+
zU2NM)#x^T;)-Ma5Us-!3cPRDJa(tEznXA36uc}fgFv!m*3D~Lrcp3rFV^(9R-qdUT
zPg3>P)f@#Ei_#qD{tgWk$npmF)622wLcW{f+bC*7pt}4|np7E0o@3J`SoW^*6h}FJ
zCHEj<O7~ze{26Xl&!uVO()#GVSe?37RSPoj9&c&u-QAC#nu;6>U^VxaAv7FoAdooO
z)iqcLSOcyZ=Cb&IvXhTOuSCR$xsI$NV7Chd!pvs{8`mROflC*Ws;n<6O1`5iCZFmA
zshRW4a`NrmDrPuUp!3;tTsE0qu$p!FHdUCUdBm<e{Ga7)1+C(qI_$K>sr|rvjc;vb
zWEpHZO6Zeq7yaFSuoKX7{?==jtFKRe%)gP`7jNfk50r+WJ$60MUIh)>F(>G!^CcX9
zmM3<@Ue`5cJv)Q%yuuk3^1h~osW{h|T5jFqjO3B?{$q?&$M_xP*p1Kpi~?!WPN!11
z<}2_WfO!CGXT{Y&?GbFF;tt=Jl+Lxus&aI@$RHo@r8IcAc`?2{(_!&`b4>J~E%VZw
z4<?F$3%LSb7Id89bAQURsI93H{YI;l^#imc*4D<Jr=*dRl7cSiso%dve<-A0y~^B*
zh4=A!!k|)c+!+&=F~epu2*<#Fx<5w=L^A{fQyF053Y5}J`=f<x*+Ge2tw;ql`EjtY
z>`vq((sprUWOK%Wu)N-bBEo9v>Jr3}Gf!6-`hX%1Xy;3e#d?gtzC!x!=o+;`%eB;e
zWxKcIkb2#~sMJl^)8+ie<zp=~z3RxG$2K{QLwZWnYH7Y9v73!e97RmZ!Sd>)omSI*
zzz|0r<}b*ya{;?$9T+)te^agBbixCP0)~T>#a!iBp<fH}?hd5kP=!@~j^sYy!paI6
zS9|rR{<T=|?py)VGpuL2H?;3dKPRsky0f*NiYg@0r{nEvstBl9tn?!Q%TWJJF}E=a
z-gcq5zbTHX$HZHGHok#%urNwKVusH)Fg?$6Pf<-xu7*<_E~4n2AiKrSy+AxxZ#PbK
zg>MJTr|_#v8Ncde%b^e&1&pkZN1rwiOY@z?J<3}{3tj~TNs`R$vKt#GSihGC7I2I0
zY?;oRGoywK?hB+Cf*2LaCQPvfU?FWYeE8n%{#u?+K)>aJazvnXZmu?7{_Ch#FW>+8
z@dR$SIXqnD<>HVYd}EB&FkIa4>imXZYDtK&THH?~Kp`WTDH#+JQo{Dt7@FX+apHLO
zoa;(bUG`eP0YM`+DM>yO>*@j5P}D)RO!1$$PbLDS6S}ab!5hq9fN4g+rd1|$x4^+M
z&(Cd6rRw4<=qu^Ud;=z_5e~|cy_jvxwQRb?%d{gmJ)Ucse^E!|y@zh$;2{2s!lc(u
z#uQXVEtKUusNYeV+2#}`k5QC@Dj66Sph6f4LM94z@o&W0r_{HwumC09nA<!xxN(=W
zjbGd~UsggJK(|R3wm}^vL8{|}rRCpg2@p%UCv-ZFj*gQb&$Ok}62>Og2$ezeN#7MA
zk7Hr{!bt(&qp4(}lFdT(5i%rDsw0++*G#DB{JtnjkeOtrabTP*4m2_&vr1pixot?+
z_XbofREyeA+5sgOXd2*SXK<rl@sPhaUuKswY<1k~9<!3rwXM)DbcpP`J#h1)Mp91B
zT4nC{qo%inUVMCj*eQ0tr5e5>p?6?BwNAOdb6Lp@{%NM>#CXILdx~qM{Vh_cJSHxx
zK;=H^Ji@Gme9`yY{sk3IZ6!0TE^0B7*=sQ;WOxs(lCAC^kLgjUgLSp+(Ir*0J?jn+
zf`L~A2E;#63@e?x?k!kYRR}%$oBQ+snlh;mszR=dy)SEP+iw)LMSed!W1BeMXyU+-
z?x0S5tht{mq*3oVkFZzilDk1Nw<fc`zfooKaV2SV^fG}$nnKQ$e|@KYg)~CH0@LN6
zyujY(U63&))d4{ii98g{dA4O~Tuc|)%V2f<_F{m1q5V<7L8E8=>u`I9B(sLC^NkI9
zKJ@0}c=4V1VfMgZN5iLKqvI7Wnp7SQ=t>j?bC1d-jGE;O0CvRI!R~+o8Z&Eay#fUy
z9Gsqj0BW4v+8HpjhZ*-946~t4ZiQ6(syW~Pu_q_b1uaR%UVGcy)1dtY0gE>4D%cl%
z05I{04-3^fEhoA=J9GYaJY^({g89E@=fltxP&nQkNxxg|3bN>v$>4Rd1#L81id<Y=
zG|(S#eTmah^?PZM{)(?bcZ_Pwr^Tr$Y;&GUdl0RYlu?n9#B3jtLfbeXlc;y%?E|%-
z)w>X8x!Fnfwx_cz=jeU&Cf%Q7ZCulpyGX%mj7<J3k@si;3%>d&E|%@D>@e`~mM5DJ
zI$jSzdyW@VVN%a#yLI^=*dxB-=v4h6U9z<21NdsO`VFq1kC$sPNv(YlxION*vkjKR
zhsqC%YSgXOqU-un<FD)b(%BFO&%f(I=08a07N>5!C&1s$Vh)3PtX*spi2F<CW`tDd
zxq6(PoPWDKH(u##5gO{S4Y*8xzPEQ~jrObFu5r3`3)?df+ZfhtD8uH8H0Fv(!=O&z
ze)Dj0FgZJ~G;uu~<|{>eKqK>?VJkrf8+o<7Trv}9>((I1{SGWu)tq@$2Wp)8fU)%%
zha&OJO`%&$&Klt>&KA#PQl1RKhw9IldXSR%v0A{(e)nZaJ}R0Qhv75Hj1^m|)*H7!
zAE<;Rk%^j`4&|YlxAFOHmsv-T1^hmxRp~^(TyhnJEY%lE9dieQ^6*bv5e|b#$LpzA
zHZAedu?c(L$^l)unk^51f>0SLKK&cY&v)#o$0!vK!_LMHK4|{DDFb+1?Lw=Y1DJ;d
z1CY*+j;%gV-k^I7E$44f73f?7?P9q2_++-b`z1JBi|E4M|LX;mgNC|V3uQ44``jX(
zQk`Z;OIKI!USYVuBhocBU>0T<w7#L%jGrCMvXzP+&ebiqy7^78SD%96ycnU!n{5&j
zlFTC20%K&*y4Fee^%Ts*R-67J%SQ(22_`2&D{;7M7^E_feyNv;O_Ndl2dX)p8mVBe
zwfDhH6_}4*S@7SJ<o+20rhEMdE`RkeD~?x0Df2A);G`?Oq9J>0$*){QtJS@>lTcoh
zG*wrY{6@LVXIoS{^A|L%f=+GNccN+`wnC|w;L6TVK)jpiW>r55l*P47Ss_d1GruL5
ziuJWfzX^D+xLI7U2QnZy9hpTywFHiJ$POWtNW3<nP(Gi{*>5+vWzgcfHON>36;gi5
z@3qmC*LpK6<Mw>-)Nk};Z}sZeC>Q23|2yu_pRT+7Bs3Sia{SCb=Kkc5Tp?#^0_CE-
z1p(0kQuUDx*VENDAEsvShY6Gv?1UlP2kS`<N<RAA3GJjYRB;kDz$8VL`F&Qy_gxyg
z14R&xna_yfCi0*>?oIpE5%N0qOo3Vgmfb0L4Nv?&zHEr19z^0W=cfoan1xFeSgZua
zI}{j=D*Q*a#;PXh1ueug8RWObBy1;nbLv#^-T<QM)F#P}kR&hoomVFZEfFF6luB4W
zrwce#$QwR?ctBs$qIQfEfLE%eHA2`az8IOyDCI?_V$U|e%gf(GhR`eryB@FI*F^t1
zWNGFq-ux*14%%0q|Ed9urtn&3AhMLze5BQUlvr%IRJ#UzivXt69GH$GHC8Xvahk}J
zriN;iYAM?Y&}o$J%+?g-(L+NUiZjXHZ~uyul$9MEQLtyq0W%17bsT352;)~*S74N0
zm{{Tt490+wKiw=L-)|gNk+>{5krQ!LPl+{Zcm2|DDmN(-=w|%<{7xYsKA^hDji)CR
zY;)<qG1+D`XvL*)v2XI&p9(byQ)?itX1}Vq2+RIXMROdOpv%sIwf`lW+)K~_u?tdn
zPOmp#*#|?A2Q1?ZD*H}Q)6yurk+0DFxE0E<d&S6n)PLv9%>mKIeO`zj){vtQY`z5i
zP=_~K?i6OiShLTKkkkiU=b@}f6K_?_J}GVNnv59x>9zgI@71l%%lDi;Pca!;yqk@u
zPRF|;th(y7OmZJcRfsz9`l_<w$7>6J-aGJ)iAOg!o+}HPz_97#gC{8Sb<VH9%J_xY
z(-gRp1t0Eq@a49>p2jZU*{VEot0U-DY+mD|w#rl?%NY<R*rm2#8VWfFbF+6s=U8bA
zuW$@<nM>;7@6IdsIT@qJ#8>PKyc`Yfkwy&{vqr~011HmFG6z*a<W$><w&6NdpOVp1
z<NT~Cr(xse?}~Sh1-)G@M>q-{@lVprMOwe)0z$v7BLy_x!qi#C`@}s6%GzHerU~2<
z)?GKz?T69LW4!<Ol?W=ertm)?K8VFjr(u(~Ydv8A&=|F=#a?`Pr(&uvOX0r?w3v<-
zH7!HoL$9t!eEhUBm~+7~>je$%whN7Df4_vm#pS61E<iiv)p?$LDz=l9@`P9b9vdd&
z-dOf?Y_<H*oEk%DYTVz6``aHGlh|LDJ2dYXqg2XV!xrE5NH-OmY>hm~|7h{h95=Vy
zoiOBKiJaeNyP_#RonT57@LO|-g;Jq}=<2eWvBY{~e*TaoV0Q6lqE&8g-3T>BDVD+T
zCiS_Np<76)o>&46>vmDnG-I1~-Og>5U+9?YZDCE6OXVLmLjTV>bgBm9b{NLGB8SBe
z-ls#a_S42Y-?pWA|IFD6o8pM~NbBS(Ue0?<_HYx&R6gHPRTNz&%qG6W@33&woo()1
zhm|lx71c^#gKMO7U$RIoNXewVC2OYMzRs@b-7~yur~j}Spi!10>$uM6aR0Jz|2RMI
z^a|nX6N-qiRvD37ole<;BFTftsT*+1QX3eWjU80OOP#H_9tRz+x)CuGF?3`WEX7^S
zv}?THYlz#e&e#^Ky17x0zQF5ski2OBP2{j8?E{MFZ|I2D^~pkK)<4etdRkjDeaxJ5
zVhEXDOeM)O_1e6*YH4=MH$*WH`yS2{G|=h^bs_8fTh&w!y;^S*dM?u#Ta8{ghl`1+
z2FB-D^l~NMym}P`=Bz+Z?8W8&G&Sy;DjQo37^$K3q5)sj@nZwb(WBe-0YtExDg`~M
zz%UiBl}l!Zb?OJR?4<87L4r`um9PL)lVX@p<uCK=Vdx<p?d^uF8I2=&9P=|XTH{Fx
zs90D55^36?l{9E?gN$}v?nQmmLSgfpuC6Yh@wjL;JUS-ttIL~fqne+YWJ3&Ze5$QT
z)Y?#=#5fKF^;<S{O4Yt2;dRhtNJ>zTyx8q+QoY!Dq@vzWsC=9dbWU2rPn}*8zO3u}
zQf<F&ou;510u77HU9*v-z(#8bFH>(_lp)v3spc_Rc&QfU<W!f?blN%aavBY}2Wy;E
z7_EvWb5L`HlmbZ@e?8T6o(p%c3tp=0{~+zHqpEDzy-{041Su&2C8WDcL}`@n6p-$2
zu&7B15+WttDKKeJI;C40q`MI~7y7Qf*FO6@<LvMI));I3;ds|8%=tX`eO<qFB_`@$
z+uTpK*qLMdc-FqxZe_~VLb}0}XWaVSO8X?6L(e<3w=nUp>wIQx!ts>(TM!2b<Lz}8
zCq1KyjcAG1==q@>X^udedT0iWT2*1#iKe>tjQadkU(>4nj`>xxt*^93W#BV{v90UA
z*PCm>S2&a(bJI%1q4-=ATV6KFcDNBK+)|P8QHIE_rp#f1UKufIKJ)jhY}-@7or1S@
zR%wq`Pr`-H#2-t?)k3Y@)&PXSI@PWNWj3?(?NQ*ErU6qdN^y&#-g{8BCdJ0IT&yr3
z%t3;ybxwEf<@-XIKfJv?j&7IO&bOgdKq3b&tzwzun)+vUgyQS#T2;<+H5RxmR^Shl
zPx4G7T?$8u5tpYqT3%kBiG7Pi9>CO~C^lB>C8$07*mI;!5|iKhEqUV6Y=`(nRc*4T
zckJduM1niz_Z_MUf5EFXGywjuPdd_Rc97AK>u|4;SsE$Lr&sZeu<meqFSfLNx>`x%
zu&Ntm8gn>Q?qt$~8#zw(m3HgPPauOn_Qop_Xm!Q??)6tRU;X9Xm*29K_fqb*f<Z{9
zqXTX>0{doCh3c$X5GKoES0@I@1^tkh&vb#*P}E=?oILW!kbE1Kbm_#3Pj3fhem4B3
zqX50iS8SW3@odC^ZNo`upTI#_>a2^avaIYY6Aik74)?tzI=!kl-@F8IUc{FIh9nUk
zD^i(|uSc3`A-eT`B7`<wQPH4Huj-}4GqeYc6XlumTfrMii_RODgAZnwJ`MlSlQBu}
zSsvEf!pQ@Ml*>|y`wc;J^siq($WMqv4(>{#5^Jsbe>I!pj^$o0{v`3A-|uB^P>#36
z!naoAx|d}PbT7B{%e7G*5?PnI7EByZkihw(5$IW322YJ<t1uORdE^e?J&1?FRC=#b
zL&D`MZIa5k$SP?1Ap&QH)#O`U-4~c4GbjSu6DbXR>s7HEc!c#Rv~85WIwvs=&ViG`
z&l>Q#dgHL7_QmdQCa+PjX8IB7P#SQI_4Ht_ggj?VMF-DL#xbI+^*y)^^vo~_*;@wo
z+D|=y#0wB{m?}oI8f=Cde^Wz~IGW0U{YEbV+-?x~P&rHt6RjxUce__9Gfj%&lPn+0
zkap+%ubAf$-Q8ZvBEZv6RNpG|cxF>iyG^w0TkSi1R_DIIVLe*D_1IJgzs7!F2^3G+
z&Hg1e4>x#z?qqE4IVwj-x!t{zj)GNWN2UE`|I@_kq~*l!Zr|`gYXApNo-IahK#{Le
zPU7kHA@rY81YT=1bQAkPaX?sua$7LkyO)l@)WA8N9?Tn1QS9zioR%hf`sg~#l{VL;
zROx4p1b2@_$9aQLryTxrSlaxvtcFvqt}jsiLLOiD377~YCZ5nm?;N`q5gx@dJ5Vnm
z9@v-UQF#2~_MsOV93Fn-8n{@7ug{}&u@$sd3H!~N;%saxHXaVu6=u=lY2!If%<N4I
zgsh+9o|@>YSgPBNoxV#t&CNcKu*(PhFu#-~d+_(du~E3ATgjN$!JzN^w33!r{ds1s
zKsoqnG?Px)aUt1rRM%oWj9%q@Y-}4Iq7t_B_xEqS{HXM*wvD<lf0)ygsCw=(vL>OX
zrtEaF5By5SMYaLA25j{UigehSB3LLzZYn-JT%WnDa_2Li;(G9Jf==8Jwe4-iz@@Y4
z_LAMl6A0Yfw@<iMX8g2D7H>G-?Yb^3(uB5XYrJrHyB8@-8i^w~mQi*>$xlxU3J3b+
zZz((+36Hnq*_Oy=?Emw5j(Q^1cJuZ_)1(^#Q}2zBA@u6PvdnNYuh#|Emn6<Hm?+>>
zN+cE;g)9ty2>F2}mr6SJ$*Z48D^kM7>%Gi?3=^;!wur=o2f-ff#8+E}!JZ!)<;Ti&
z<8C|*7~N?vh^j0VvB=?0T7|qGu-`y%jnJlLe+K4TuC^}lb*Mpn&TYz$?%`ql<cH;*
zaeR2V3y)rWetBnYbrmpWs#HP<zKIoZ+Xu&D1Lx4t(1jVE6O7Fk5XOS32ey>AcK3#v
zlJbIyk>Dvp+ufM-f*7e`f9@zbSi8)1!;fvSzKx7PK**}ob3co*8V@%bwM0jx$Ge${
zS<qY+8OjW$Dcri&Qgxk`QT6A`^|^r5cD09E&*L=|_Acj2Bw(<D$Z17oqKL-I`|0F&
zjyoT1g)-|?xqyCdMMkv2YSNRXZ!<tAE<<V;|5$nJbsn~F{D9T*{PGBpe54af<J}jM
z6Z=OMB9hdS;eLL=(tU8>#$#O(IGkk8AIx*+A5J1-Y$J-e;Fk2ZlS+bo_8#*B5?gG)
zYNC}q!G(L+#$oI2Bixq#o|k8k-za`}hQan{w@t*o9~Hbs8#eC~w%FEkis(!e{k~=2
z)7}_bdXP2JVxoawEVNl;v$qB}E3U@2|BwEjU(64~aubSXSyb?9(Sw}!h}G9Yc~NLd
zq{8F4V)X90gZ+6Q=N^*$t#WpRh9|Y9uycQ@*ZK_U^0ex@V5K@DpcSMTLyYDAUVhpr
zsXNL8QKVXQ9v<t8<yK6?O}taD8bG1w_x9F{F)L>mb1ucK9lSQb`!((gAInsZ_6g)I
z+bb$trVq6qNHIm9&R-*yMnxl0ps`cdKVqC`>^ykMM?{$Rvq*Yt@xgsTlU`$Bxo7s;
zLjnv(18hVwxZiAZ2UEwEt1_>#a=uM*@9hPmE-e=~<UXIr?h(kCt=C@~=O^o@D>Z-O
zwl(FFjg5cuNhfV}ok+)V+m8)&6l%!Tw8P_|EX&@30d!Qv-P7tl0(EKmiAzisjAoP7
zDbBG)DOK823Ao6HU~!`)yQK~~m)ZyCvjq)DQK@!$941=$>E_a;4*T{PpP92o|9P2E
zQ$uB)(ri(2$-lH2Sy;q%Ys#9T@YVkd3)p?;-ua1zyePx8lDdfuH#^e$;e!X4yoKrL
zvJ-08?op0|PYtr=Fobw1C@7ejHxs<hOuD~ZmPe*k-5KcY1hc+5SuG{{bzPVO6&<Lo
zAy%!3QTnoCw(^VI(>0C8dU1%m%X1a9u9B^2c6@fEB_ksf7^r_k=@>E>z=ADyEWI7-
z^TxQIK_cPq?Ngk)@m-2C$G50|c?L(YzUr4bt`5&YZEA4mJT2{ed2Q9dUOIoWua{dZ
zY@IAJ(PyOJvOU~|!-DozU(Y~f{>F<80Y=3uEVjpJ$2O#j0U@#sidw0c&Y4SyT;&M&
z{xFHuHx-Y}k}hQ=yk7~zeiOa8lqzJSBn591#r4rbJ;Mbb(^DRDmLz-sUYl_p$}sKM
zI-f>y7s6(G=kMYSvv`vANwyVH$tRf7XybA!h77s^ll|p5<5xHtJ-g}h;#W|aALmiw
zHq(XbOLU{J(|hKcp4a}Ny!21aud6<3%zyIc%2tP#28&n8E{Kh5uG8>5Pk4L^p7o6N
zHW>`Sad4cFl5HpI1ILWg?|(n}(tp*(0Zet=YOhs#ZWoW|9dp_&EFk!vDkUVaTaI(D
zz9ki}6};;8HakrRNEM$0o_kKke;J;*?&l36=~-uXk8Q};eVyK9>@xoBK6LBLNBj0{
z*D|ibQR(w%LbaS;%H7aW+UN!zoiEAB#K_MKjRzcFuRq<QjkOt@jT79q9^Kta=y|fm
zW_f(QoUTYXEh1bdRx%}q-8=)R(&Qom3!&T&H7^%2%T}|=eP7(Hh2KZJbd;`tVJq2I
z?APZZpE)fM+g7b%l;ED1y)63E7HmA*9K*W_@K!+nPdoU@!Tuf&F?#o9ZO=QGxbjey
z?8e<6%O0BuGAEFq#CPZ@30iiX$YjL(Pvio=u9zPuCT)DHq%U7T;^(X7-|8o&e0N9`
zBqZgQIce@5@S|VQrMFt`Ztb2&)z+Sa%O3p6kcPDDRzaMm^UIg%&Dm|h`rAV)IFQU4
za$sj)6F%3ey7n1}a`{*soy#{M<!@_MCkdx>ythDWC``hN>S7p9+Sum0_Kzht>Ac|=
zuRH==H!IWo5}p&QViD=3kA7;XoP%IJCD6aIwOvxv-kzUsAEfe8cr~U!-kruheM{c>
z%tlFLCfJ7~#OWPHe_q=Uu3bSUuNRRvWaRo2Rr@;!3j8O{U^6*p`V^BLkkIE5La}ZZ
zc;3)T$Iq``($mbxT_^b5q60iEpx|k<0?^W0SVE9u%fx1`%8O`owJ_=egBBL_1%rw%
ziQuMYVcoaW`t&Q_oykdh+SP}j7<~PM^Y-Dgs5N^ewV>I!Qo}~v*k_6D>t5tMI3Qh}
zW49ok(83?pS-G%8@*ej#I^uAXkr@uc9F6SYMk;i{cW91hj!e(UiI>i&LD!%7FjU|M
zHLq{wuf<ZAwY62A=e{yIWFgk8b$xL$>-v-|<GDJ~+V9M<tyCOfC553Km&S6*{ztXQ
ziQe94oZk+!nn*7;-Nhv`O8QgxdNT4P509t8T1$p6KTXv~-z65q;FinCXatnS^@d65
zePi;|C>16_N2?O2h6Y;Io8>m3?XlpEqE_fa{Z?stv}b#g<Z#DsUWxz2VlQb$41<5~
z9N$Oau_c7p^+xxUc{b+m(cM=v(jH+Ps*2bfh{WG0zOp}>*NFjQlaVS5xiQI+Kk28(
zJZN>{VXG6{FI!i$*D4}4w`ItC2v{X^W_{y>gY)B~Q7AG7i30-iB0gSeCln|dJ$#tX
zYtN)q^gObRe09{_3oHSE=&F{Nn-I>|n`6FiM&l>I!iu1(Rf7>0+%EK|=bA7kx<55Q
z`*L@AjbLtZljO4MS^xAl(Y2ow?=1S3jV&}Ch|UYT2F!j*WN0~bA@izZc#p>yPIGVL
zu!!*#Yt_dQFrZ=Lcr|i!=Q8IE6_#pAp^@Y+MiV%U0x19RDizjim?OWHW5wP#>CTyo
zQIVkivCtCXxsGt9lr)mlT0b4Lw2K`07>+@(+*@g1^AsVLW@2hOtgQIHw@)kq;BWU$
zO(U<`?)BV*Ty=X7(DqVu>pVVi{r#LT;JIj0K!yZ)S9o>~iQa6Svitia0d>iU)*=%f
zI>*x&@DPU6JKthY#Rmz?gVPIIyRHS*mZarF&&%FeLWnI}E-9&)Jo=)jrL`7+wOyLT
zMR{#T)!K9U-L6JP#u4ZhMUK65MtU!}X-&uM<m9+;rDGBIs&_vpZZ0sTIBVJ!hD9&4
z(|)nq>~uob9uiXFWDRy`fsN@+GOc)<sUz81R%uS<JEq`%gl_*+sWHO{z8vX&8-9Ve
zo6EnjX(#S68usKS1ceN7sR$)2=O6Dk+UcY?p*`@9%>BeLVUv>YCR7D(Lgma*zPQ%f
zAC!(&XCw^6UlXp>+n_dejDwP&Hx{KXQs_n#%7|Swr-_!ZjNprfoTY-?2DTvZjHNSW
z{VZ^K7_+S`zRhDBlhmY<Xo_AU(#)6p$=x|&_EDNEw$aeb<BO+Fk}>C!0^-f;n;~Ul
zgn$3TXSS-v`|W!_bQ9&;e`!^EH4`5tzW9Zev@^H3INWJwSy{6!rux)=iK{Ah`JH?y
zMpQ@5{(gy9Yj3n0I&Hu;+x^1;*dcYZhCdAh^{JQ@FBN#9*H#lfy~-B{D(}>aE5_gG
zA}IyYM5z_~pYDC0u0%dw9XZ~NPbNbBUQeZXYZHUdZKm;TP1?gZLZ^Ds)s^iOYzyR4
z`I?J&2{5tm<ET{%)xh&+YGN{8cD&#4&Bz;}=8lRY=sHECtUr9%7P9UJH1*sHHm~(7
zZ(wOCcYjVFM<6*?<`u?_vznx{88Ln_Wn@^W8?s2IX!$sY<oBg0>6Tv~*;^Pu*6Q6C
z(T_({%L%+t6lA9I=;`6&c*-?J3H~hF4~`P+Hp8nO9{%w)vcGZv{@@BV?L^{3xpx($
zT_1m-rBg8`xOo>j8XNcTG;4oc7^K&x-GOr%W?x-whh-B1qiqp$<Zo|QV416oZ?y*t
z)bby$wUw(Vnb9my;A7iqFrT7cFf#<ad92@=eQw_?ysJN>TH!H!I^%$lUa~R0aXvR-
zSGJobeoM;k_8!%46CcC<@x7LT#(a%hR&GoHurx~F;s)FOqcx|i3)kZo+-uA>Fw`%n
zWMy3#(P#SoEbtp0*~)v}^jwRtmVEtbo_%lsFcMAIlNsVXK%wTmFvAN3h=9Y~QCHA`
zl2L&8?AAl;wyMwdRLVlfjVLHj#btp}$kC?SXz`?4WvYr4W7O=x%2cvw)QrWYi{#MY
zKfwB>qD@D4fAkdJrA#e`46ezCi#M)|a`RSs9XxsoRw5;{`O*UR2IS(nxs&hup!oOX
zG(}Jl9JgIZXJJY3sD8#6>o`)-%K{qka=K-~s+EcCpJz^amowgj%}|5AUAseYVgp^=
zBO>cpc-Rd}g{q{|=y1m#><GCEuYlC1CHu`F#ghQZJR6F6%I4%pDj&n0ZX+!UX1h8M
zGTIPfC!h?-#+zImuVm-cdaW}Y>LJ6t9kv%lr_}BrRBHYVJ7qHD@k9L^@xlW4#IBg;
zX5;;=dyjwgJu_<f-6su$O3jQNvG>g{Lz){rGdm#sQ>S{)R6)pw#c@TN(lO3hP&bm;
zmV3V?T+V3z%Hv>x)xkjr<jtERFFRAYK?azqO&5Zb;GFJIwtXWX+%`!D;5_Lxof`MA
z{O1n6{7D|IC!}z>B$K75Foe|E!J-iFe3hx}vCE?WF^Oq<dI*o18C~#NHlCJX)$MU)
zeWrBs@310jE=Siruz|GLf$Kv6d;%lw%MTy<M;h$p4OnPi+IxnUtQatayF)y;CAVeg
zIfG4f(&^AnvW}3l3+g=;yQwm3NPEm>I+&M{Qud6yj@I{<X%+suV3m8V?tD69Mzu>P
zF$En3yM#-wt;twUC8yw%r)K?6<p@QNpQhri;XiyAEtHTrFFEqcVx;C1=x-Ed6S!R(
zPuHFA9OJyH)BMi+HJm*onM|dbL9uBp*qWLqpCD30IF2AYe03JZfX;BtB}XeUX@NVL
z<x9KnHLV`Y=#iE@%L)55R~DASrbiX|5!H^FJ$*9oY;1oi?5d?2eOPE@BSphOc4?Nr
zo#{0Ww@dHH9ssLXWyNGe|4ro2!niwVy@-;wXg-g3hTf(3%@q<&gZa1w`90<sL<0i-
zx<1I&x>V|MC$Ktpw;ov4w${Bl)8!tKOH@avd2Ev|Lg8uMOx!%zyBB0*PCwZ%EFa$-
zdLe3D{KX8%rrei;nHzGX8(s;{@5SE*(iWNh(jN2^IKE-Rs*eAl<{rIijj`4<_vPP;
zm~wNsUtD-mM@xF&>l)=0#i+hIwl!cf%|+3gsZf@1*|02>kCuJ=apMH{l;Ow=O-YNT
zC!{$4z>6OtAw{q({5nLoOLp9so(cW(V}(esm9fT%%)QPPCN=3ApOF?-6{(Z<f<<Ls
zYU(RCjO$KOI0yMP*~)ZCcO%;wX;P11EaMYP%8$eGz*VpdeUXe)HqUrYt0GA?#9gH6
z!j>~OQ1t7GNXQ^?RQ44cZ!X`z`f;J3+jD9OMvL)@o1zWnGDJXVbg3$it<_Tn+O<y;
z_of*S4M@FvS}`%?_I)4^_u?KTlC@ACUiI*etbd)|F6OcT<HNV|KybLuFccLo9}cZe
z8n)|(38ZJ@B)m`SjN_^<%OJs?F$V$G`IdzG#iQ?a6I@L!4f732*6Fm>(eWvPEZ>AM
z#W@VjbK3y@KEtIo#l-*OOtB#~uheFfc*AX``>T|Zjz6-njZS^C<_uZ+(q_ZVyd!Gr
zp=pFEv9Z5Ryuf~>Cwf*?zG6HbooNJ1&vNxE6VpaJE~_dqUfZ79G1A=9jP=0S@L<(d
zzEi>%jcpo*gGWpEy(<4lZTi)>f+C+Z2(uhV!!>8?%CVW|)NKyVIA=(-<QCCy`L9lx
zPNvsc<LvC*WB!Qsx()=+vw)Ni4|I`JUfyqMWMiD4aXb6qd>pDBo7YdPte|PZNXmQ#
zy+FOq)N5wWWa~QSC#Ck5k?`pwyH%zQ)}V_=YoiI2|31!)D-{M@p^h`e53?hZqQ2Ns
z)s80<5uLb9@6ts^<0=WC?C7k|ilmGbY)^`PbzIW8!7;I<|HH#My{rZhuFK0A)EI5#
z?#`s28rxJSr`q2+K0bc0ckSvstN6;ktdB`_X$&jtU@gzg?FFf%eAvVC#IwLFY0ei*
zh5SBN4ySq*4fVtZ3D*53>!TOZ+seIOLPxGW&)pOsh$Pi(6fWE<X(ue9-n~H1=~e+b
zH~qmV*<=HQz8_)!?@~k@*|0Ayh7T|j<z6VOqewJ)SM%q;X|~#qRKyO1l<Hdkg#`$T
z%-<{L^%vR(=V16j<KCvJHmw!no)Lkfzh~`jJY={=0Ulg3_og{*vic%(Kir|5Y{@59
zJ~{GvfJIdp_Q%U}OZQS54mpUYXm(7Kx_F8<wn853<Z%Tf0=ITfZI^N^Qdh;(`<i0K
zB7T6!Av3v)Y+OC66LGE5qrSRC$|@cd=GF(~GxE#U2C5>TaCYEkH||bHdGR8Mv094U
z8*$r=Wyja)C!fdK9aZ@W-}^`szd-hvudYAmC?1ll%~ugSalT3CmL%UFDS~_4myRMK
zH>P;46kyzKUUzv<)V1(9DV@XP!vtR^0ogC2ukmQaaReXI(@WOyC<~{x_<eG&J*js)
zpQxp+AK&zNrc}hsI#*}u3!ao%fit~>$eW<fCYd-;1%TmJi4?-jb#m7fNjh0*;H$SW
zac#UNvCI??x1B5h)D7dPcgw*xh`in0pvrc7k4jnx>u`-|V~duA9%qU)n8^VgyB(WA
zJbaqgQ1P1AM!`e|w~ze>^}hH}^FEy=iKq<`5wm8wz`PN;f6tYxI2yxeGiFES%{@JZ
zw~aJ;ytci|(2rpGY8jge+k=trLtb*S9`ncQF%q(l0R87>E^7=~BUwKazk%Pr2}2;L
zE}^?P&Xq2>qP@)wyI`eIhHtOv539TQYm-GhJgnbD@qt+0F6@K3IwtxwG4uqi%Y1@c
zg&lgu))_M_;u-Rc>SM;L8_9N$biR)T3*?&hw+DnxjpOb$-+Ao)+ouT=JNp5vK-p}K
z$E-k=$QKwD_zfL?^yEtI{Df=YY%DdU)@vAqHQ;hPJA7jV_cI|o6GddO`~*0UhRm%<
zoEl+yiU9Zf^*+X-?1Ia!*lN6Wf;m54jy2^X9#}pMr;RL`I{r`?Q6MaF^dSZ?OO5mL
zfN9Xbq7x`&ir;Dn9o~z04ZE}Ac0W6DHELyy1l8;1#!L4_HpIjeQFbQczaefOy%)|^
zos#{kU8B_|_KYFH>5du6LFJDGSGBb>B~ZkUaZ%rMUCNOfTwNNqr+pK|>DDWvf+wgF
z5u9vJXZW?{6}!#hlJgj4qxWKs^Z~!@T}IUgy>H7m?5K3;wYq2z6|N2HtW(pKH-)Mh
za*FzU_HOo#*nUnL4vyot*G%1xu$xMLl#5C(ioW8I1LJ)4jR-B|>R^op#@?MiJ>-mn
zyHM;<hN6H`7yr_^n&-+AdH%$^_7{XUh7<kmFgOc%bP&vT;5&IvWgrR@1oIX5T^x@y
z><Y1>ty%S2kDInpr;1x@)}+;PEay5tCW51M+b#w~z&xC52$LHEv8aXFAJe50ShKP{
zj>hSL{OxCaP-{0UpiE9n%b94x_L<1?akpzz*=_KzxI5zw1A71r#-D8IT|4$UGxPz$
z!{c9{|8WoG2zE13{dEt7bsJObyOwzXcqwY}f<Yb9Hk!n!6|;UOEN$Q!z6w|7dlAM+
zCNd~8&-_)1cVK(zj9B_$qwI&KCROMy!RtQcdH4h?UpO;Hb8UL3v#Z@^6CPK4R;f%p
zl3uG!{vOS<QafZtMgH69vXX+!ovnKgt1ybdilD|VeOtH@pK$4=iXNZ-?R2Gb3Vb8f
z%>>$>w=6d14V9zfAl0B?4@M)}*?J}u8}UKITKRi3ovN6MM))@+-BNC}0Za9JvcXMQ
z1IwGLyvq2^5;J{>*1qV))KhXM&%yr+;jvumOQ7_>e0Wgl*y^yc@4KVI(cLrcfGzwt
zMlO72Q^qCf{N66j4ES)z=l7yL|IGjLjAtA&yOV)|4iHU2eSu72%1OfA@@K>p{-1};
zeRsO{PpC@hKZz-jnG$X6e)gN^41=A$;mK2S@D@n?KEDosL+bs%Xx0Uw1!*iVwa=f|
z2L1nMvEXj>0??I&;~Vwl{~`|WZQAZRHa`C1@-i*uMd-JSi;F}!yQimTFVnl9gcp4c
z=Z8l=6*b2-OovxLQZRDv@4)T7bl%X+hkp)9pywegPcA;4-J8eXF5M?0(#Y2qxRVMA
zoDXC{bs$q^(VNl=8Feh^+Mp-!iv%T7<_i*R>~~v`tOiLyY5P5p<HSHu&y1_hQXUsa
zyif~@IU}QA!h`7`n}s0usKr|N*r3&71Xv?($ZdzBk-|98v(b7Xb})h1e3l#$F#t-r
z6w;ZcC6HXoG`w6oe>ELQ2Ts;TuG7?y6l4?>w!mt^snToZOCjjFxa1STCEz)Qi%ako
zV6?eA`+vS)no*1!FJHXqys#<c>yXw1r6dV}FYui=(C}X)p_qVL_RFOko4lYfhv;a?
z>s7L_Wnjn!_O+4k7pOQf2w1OOg<rN7LXkiYdgBhE{rWgh$J*4lceiqX01;*gk~=xb
zXG>B?T3Q$y4#FRSLL;8n0W}B+;ijYOEKj>)c?v_JP{Vr&J{?KHYvrzxIM2;F{_|(*
zxv%y+3%ooNKm2nkDhWTN%4T=Gm_{+vXR6xh-LX`zz73x48&^k12`gMpL}hY8*;o&d
z(I4kK=II<|Hzdc`t?aLjHELkKhA=$p5bMKDU7V|c25Inp8w+7G?C=``&JKYDxhXLJ
zUQqM`KNX|V%Mv{;5Q}_(PngUwLUW*2a0Gt+r_Y|v3nb;|TUlCKzIyeZ*lBNB$))%{
zkL?$&<6H1Gi1jutVJw|Lbd&B2GbqX^ZD?r73Q8Wta>9Bzkxa(PS@_HVKsP0`1vr+;
zwkT1ldz-Y9Mt{$iQe4poAV;E2LD6|&U|^l6V0A9ksJ{L@0WbA$aOOi#+Dqh)N$P%B
zdaA0QQs|jya2-UrxI`LhsHqo$9)zlp?*;hGoSb<I>A?X30sJ>X1qm7a$<?60g-mcs
zV<GYOfO`yK;St(8I+Gx%2zbl<)C$t1pp{_){tLvR-*q)r)t5f-%+`%TP&&Z+m7t0V
zoB7`V0iuBQgp`$)^(?!(y7Zfa8RU{0;PC_V0GGum`_cw3K0dc;KlQ-vcuIqkeNe{W
zKl!!~4@VN_o(pC|3O66RZVotpoX2w1*sQFqwlK9JH!}nYw5fUbmp7jZK*tMNb1z;c
zcrwu+SDeOx&VOy#*$VJc2f7^6(Urv$<Yg)h!IeQ<8Bp7H#W}y}=`PYuC7(dlEv*rN
zM#&p&>24s@b@)jvK_DE}RbF9z9C29-J&4#|-U3T-vU`utk|V!-ez|ezlUMm$I_9)0
zbdZ>tD;a4dpx-PI?sx^pLI`8ZqFb_`oQ3_JW93&P^JCt!6U@lU|Dyf{H#UyGrJ9@3
zM7Y$|N@8%n*5*6;8S@t%Yz5ljJwg}kEBzMyMFw-L^dgYyX;mZY#<;zX_U=;hkFB7B
zFOZgzl_wA06+?nOj8*%;^*Hj?(2GDwNC+DGXWar2qdP&i8BVK&dKDtU8diFe;fXg+
zOis3g0PI`XkG>GDE-v~BkCxf!mw%*aP!u+9=mAYE7?#*ViNqQW2B2|i_uxPfa>&61
zvhX7z1mA}}AZy{x)td!`_?LCzBNxJF)T!a00GkmjWEcXm{EgW(3}^_i%_$*>4fMev
z4bEbn;TjxiZC!%1N|o-_%cTu(dPL{jJ4u7uP+tLk1~cU59h;k0$IlU!vv4Rjw1B_|
z3w&LK^`P8n(ykkWP_p3rJo3*2UdDo!7P8AES}7hau)Uq}?qfvB1`fDWOYVGH%PFN9
z0Gq3#%FLZ#kj9bKDS>f-b+jE!u8+D;vVQH!XjKw>o-?z8jkpIC66|Rt9I2zfmF@_q
zD8^Cb1`np!p&$<uICE=$Cc0%BS|C=(rssb5-z3$YgQrLaCa%3w!!{nl7GvEniASAE
zeO#-PdM{W%6Cse8(>;Khkc^&|=>|NFb5pD2K4FBBYYkZ1JZ<-6yNzD3HDPSt<}2E`
zMYy$QC{w|1YdZiA4OIg!AscSX+oCbdtHmW2gBHG{;QX-$6B6DJYH2Dho^#WsaWi}i
zn7j<=UMY;(dk3h+E5#FEP;F$A^PZ)6#=@EsE~F;r=BscR!a4sA2_bu8)s{dv%{=Y}
zX~3(lSOU_YWj5rXRBNe#j}_}9xnI(iafph9v-hFoLpG}72Lb{D<mBYx1YZr>2lKS}
ziXZrQf_OzL6Etj4+BMGt>Ez@d)yza36L3boT=KIPUqTr+mihQ7D5c|<xJ}ZNYWt;L
zi?LGO7b&$-)KvlP?E``MELW!Y;l$*2`Z7wg5lp9EYz$JEhLXjMJo0(O4l(zgHww3?
zTiQQfv}Jr0Zxz<i_$n9h9pCt8rZA*LfNB1f!UXOA8{rWi0gb>tWEZ{6{2H$9!l$pk
zV^la#E$C>%rh$ouIIoRy_x$vPGz+}OrAq@6XhHUEN?pPKmd=4zS*sEoCDhVjW|(bH
z{Xr$;Gj@GxMA6EkyB*~@pUV03=%9vzJnhfmbkqIPd?^Ov9Y9e}61oQq1~5P^bB+!>
zX>0?}I!A_u4@v@(U<T7?lPo!0vtN{x6jR}|Y{#Zzx^_7ArKPVqwoqtuX&?aM*{{M_
zW~sr#XXrQG=7{h%&G=o^*>NW};gI5#*Yx7MOsXCDabpU?rts*L(MGUXGU2oZWyTU@
z>$QEQK83Ov@o-&;F_c><QGA;A6nE(ROgnMdc6FLw2e@P48wA3cVh-|y6I0AzzI=V}
z)mP_c;Z`KPD=5=2C4u_}vRuEWRNW&y;(@nR_2wK`PJP{*t3APLy2K4==a%5rs?SbL
z)P=?o4i1~`D<_M<fvX`c<HqB=gI9i5BHz8c>Np52cR~I|sQVi@yWy&kEFq<#r`xKj
z^a@-UO3Dr`%!}NQ(!Hi4VKY#jl$5O=4vw77i*%T^Qs9@qXi|z4<!TC~*9d)vBlX8;
z>qKLTcBUQ0XkmpT+y*=r`7TagbsG)`UTm!@Kpts)zRokVuuEo_T9QuOBuwv%m_$UU
zyvU}Uhy)$Tkl2BM+_!l4^ro$=GR+t~^ZSpPpSrxW%&Q`h4DYIPkAJqYe-nmLG_<}Z
z3m4F~(uK6y0l1G^(Rlk`SioD6P6&h>2H*9Qb7uEuvc}rqY0RHT)&1|Cha~>F{N<J-
z(SBSOooS@YDuV8a(D3Rfvn3GuX)IKP@b?$8=3ryX&i>xeAZ+o-Wrx->CUA`L+1p05
za@+Y7io1A*Q2TY?KwEBBWDSo2%7V6eAKZ}2^v^hbw0rF(P_J_RB4yPsJ83EIib_xU
z(D_v4wHIq3+!aPQskZD%%tVk9=kxy9+}zZ0RVq&#^l};vq}{5}VtCHB$Pn$}(DS^J
zqnCh{aP{%X<!{@IXXz-BK%~g`etDn?;?SV%`*Kfe+}Ckwf7rMMakd*jU@Q)fvf&kp
z9b^;7#=;t@9(au7Y{Zlug{-TM6Jh$<T?Xb4SocN;C$}Izu#5q)FrXX$4Gfz;kh8hz
zNhYI(@RPk}u64@(A0N_X)!oO}K@i(y2BIJlEeP;V3o8;!1p%JLaDkA0C?(AXeFR@{
zqyRKf<j>rjDRcMmxCx^n);ctbq*C0iwsQav1_T_>y!{37w6nO^by=Q*&VsgXJGUkC
zO_~2_d%KjSP(y?hDpVu5gPcCB=zx``hu9ZCu;L;SGf$^BxOyBS!C`uwc_jw7m{Qc@
z!os62v)^P1AFW?(z$(@#X~=6`ssMQU1w&vL&$~U|&AgVC+v$o?=-{wrS9K;WN$Bwo
zM2FF~%8;1_n@@%|pUk+8>{o~L4^tkiA*9sMA!Qq#r{j4$*<nrN1|~1(LOas=XuSC-
z^GAz>QdFMG@8Do!XF?=pcErs4@8utLEEmB=TxETXtN4z^eTe0o5wXYaEs>wYbq{j?
zjLzW|l+P}8!Qfn|*LcxqM4ObdT1X)B^3}`o29Po4!wXJMqgCVX0-q1OcDO%T>zhM#
zcpC*k4+ej9QGPTHm2gsR(lJ{gK?RjEFqAwXa-@S?-EFb$;xN{shZN^0x$GQrt->F$
z=Z!NI($Tls^v2*Hg({VhEC-05Ey(&5fkZmJdX=(^q*GV4;mb}>PamIIUk}bj;L{`R
zm-{8gg%~J`W}ye~ZRf>^Yi??;gqFOVSHazJ?<5bJHRQMb75A@DE=S+JcW*wQ-t)pw
zfkQ4#EsC<KGR{ksvpUrV;12TOO-r5yFP<1N{#EVxZy@qFGc_$<$tt@%%>J%slmZUf
zHZ_{a?bImxdCE5F0|D7H2E~r=WM6yWAbE3n+GdDZ=Q5k3@jyJ!T+-?h0iBiCw~}WE
z^1#6qatAujE|0D3Tdj}(o|+~8Jvczh(2PNC8O^A{LWJ7C#J1RMQJ5P}Eay1-X~*|~
zABaxR<&3Y?lId(c;E}{zA{-%+Do<Ixw-TQmQ|66-x3qD7^3Ru)8Cx2Df3(yh2C_?!
zEMR^Dk+$4Z94omh4=}&Mx&iyuo1__-ZyVS=L9<tFIzZb%F(;$1KMT>Ul5Kgp7pB@b
zu-gTKIai;o942B5P>70;8eimdgGPvj8TvH>P4xBO6%~B^I77o^93|D@R|5kylYEMw
zvl$%gsqiR}ep97~?`;sS`N=~4n-fXORnRI1Ny!pk`LOgo94CPzhtgGIL}GYzx*qck
z9F_qeuWYYh6fZz}HNLcQvk*+{a(Q@o)lm!@kd2`1c`3|#z701;53VyWQN>psy*vnC
z+ysHM?-l0CRzF_Cv~(9!h2A<tjcGEE0b{dg+hr)HT|JKXSaVCna1<j(mhuH*ZlXZQ
zAaFi3_Mlc69Ys`nM0Hi~4{|{4WRAX!S-)>6(Y(Z{6H|%BsTP{m>90H!*HZ|8(Rcna
z=-U$Q>N=`A4yf6@(swl2%F-&r22AI>BI_G^rsEd<C7+Oa{34v1CkU_optkX?)Yzmq
zYcpae-)E0^FwM?i`(0a}hNIcJV>;p9cD&#oRsz|gA#<PAU};9c*L?MWc+bxwW<+;Z
zJnXyXq>P)7^=Z-25@bit^%p^nx0w&gO(?B!Z2B#tj6M7o8ug=E`)hUi-&b?l#Qp64
zxkJkKX^`G~xJA`9G^p64rlzLYO?nq$ct%37Iuv~-J)pmhf^xXK^f4kLVl?g}^+cLX
zg0^NxY!z&JdwY9I8U=b*6IF!;1>$$AwHv*+tzfK55cJ9`HS0e-IZ0Lz-Y#>F=?;EY
z(`c-RfAh8JfjYOLda1b@I1vV1ZLwO#2yZ0aL5d5C?dt5&JODI_UL9g6f1iH8i!LJ8
zCSkv{n(Y=$3VgTsOaHep6Qu`bTW$#al(S&RaX{u((p{lyGBHIO0IAA}TLeDoZ0+}f
z{O3nz=c*a_E6b+M4Gns?fiL_bry{du=Ql=nfosKvBKB&kbMYv30)1vUYsd|$2@f``
zE4-RLfUw1qv+et@s1ap7Wp`Lntq#wrWE<UwSy6gyY;2r|v-?EvxsU03nKDv!3iaSx
zl#E-#qi0}{+l7I|4szkil65CrmsBL3o8f;EedX+u2O0S1PmW(W`js70rR(&(-FUlu
zsI|leDM_neK9=to7Ic`yb1+jVF<7c5HTue*&+w>?2NBs(?Agdre%%E(K%w$F*9&!q
zawlU<<&t7+XVV9f?P^?>0k50rm6vvB>`lE{SY+Ipcuut|=S;n}_CTCVaWRCEN#;p?
zp-DA{g!1ik=<T?8^-c-V(a~pY&6b$nnyZ0WBepdPNO#EoIvj0eN-qEQDRW?kxO}p}
z_QZ+5!fmBGA%8{~G8RK1Q6<BBc=ExbLW6)9vb=pITOj98!7%lJWW3ZD|1ha-?JIGC
zvMnBa-w(E)F)8W<L>Ba)<fo&$xZMcgbN)8|{flU|J66x6_aBH#4pHBGS1!!h)O3#F
z1Lk=c_hZz?q-2vnKlbsn|8c2<yV#`~w}U+4T_Tg4PJeK5=s}Q>Cw&KxI}X#ol908p
zT!>oWKbcSEuQKO*rA;=Cj;hZ*6br}l)1mu=>unL^zC25OR{O?uJqSWoFnbaZPD=nW
zz|RT4-34Xo_kUEHETnLJeha$B92_FT>S5fhs;WxSc|^koLHah%&Sksj_i%9LR#)le
zwq5pS^o50s|Nfvf;}|!lph^RdQWNUE#h&^fKLCsHoUwqEeMm0|w%JrK)DtPbxWz2C
zKYhXvw9?ZnvKZqm3Ax9pX{@XJCUX<f3UX)WbI3?|M6%olRl0D+Ee&l#ZU+E4*4EZf
z$>D)*ZfZ(1?n(07?LEKnlLQ6@spP6t%Go;a4`*w%3#<{Xq1{4&zWCzT_dfY{DJL@%
z#`xCby%qg32%(2W53xl;=9iZy93gNVG?MsrE8U6Dz*1BOw{}TuNpUgQ1n+Icf-~ST
zTnA_!34-TP%K*71`0U2ruq-npp#<?!@nhKUVtDM*cFoKust61QK>ba@{uJUE3Ne|#
z<eqxfq+GNkh>D7y9}FCt;n3^#lqq3K*ff}m|M|Sazn}L1uQ9FZcmcO2J`1vk4A9l)
z4221~&Kgi`3j-<qq8Ed&?G3;Xzb;cKWhu5M2-faCYsl$0qz(uU7Tx9G;sSjm=JLdr
zG`gOJjrNmcCOJ8|TMXbZcrO|(l@kvwx~3>~EG%2A0U0fy&hOtDgVcD57{%2Qb`zWv
z#b+P?sXT5x$-ERe91T4wIO6r+zf%|#*RO!5W_)~{V!ks2_QhPK?0Y_quL}!ppbbD%
zQ*(~z@bD0ggdcwmhQAv4D4*Vbn)K`}{C^vy!biV#YiSJ0bnlgc0p-HN>MB3PuVYb4
zUQAP<tM5yD5m31Z4I4wb8cxv70lDwoUT0OyVl7SZaS0JrLE;8De}w~ld_>9Ursn4Q
ztKFRXk+4>m!pSG$Vzvbl{4C!Ah*=rP_WjKd-M21hC;MylQQv<<xoL7r;49S~FdgZh
z!O+lj@1DLM4Qve%_mZKU`x%MkQhs*4^4?bj@?tZ@Vmx97$4Lgxg}uMi@v%?rEjNm7
zEk%|%f#8n4U~F1@ZU4m8SG;Yp(!Of|Y(W?91UNtSiXm&|2fmZ;%qE)!(JBh)Bq9sC
zsh|5HL6SXMzEp$Hz{~46|9z$2m6T|BZ?o$K2E}~*-xfu9qTzc{?9SETYAArPkSVCk
zb%RDX?>EpyHiMgp9{OBN>=)Rlu^&Bu!Z8f~7`a@V*(SeWJ#=w@zit!<nS{r=kjzhZ
z(2Z!%g3SA+jSVjVc^i75vJjkfXeONO?7Og)lHDOQ1RD)XJ;002W6*zR*z!RaWVQGJ
z8#};yaZ$w$1p<H?Cuap7204f_0y=qR5S4&?-4?SnR2}NJ{d8GKM>6D+nYmusJ_n4I
zf)HEna>q4qJz*Vp9mRH--W(hpPJjQ_uJsgvuMV6$`%8T{iLS+<kn8WIJ&%6N;BNt6
zjE0<e^ZUHKJb-+k=;;9d2`_#3;n}I1xnqh`EGE97XVvZj0wu)rcim3+dh;C(oaOQM
z(Z&&{qbf7wTA)w%W{Be4qF|tK`K$WrUbH^y{MtML@}rpAtT!zcC{16fv<P|1mpd9A
zK&IhmyY=6tQld7FhVxf^qkg!9MYaGul8}S=4>XPYFAOLOnm7Lo29#?HX9Qp}jT$MH
zkmo;3PJskZGuaAQrzD>TKR}>bL;X3NHa^{c9kJbSp<MDVtK5X}Q85%I8%G0R2xxF2
z4$ez}{uo32@oD}I|7n>J5Br1vh+>))<UpGN;>sRCxJZjJ9}YQ<i}wQ#vTb+}py8uI
z1qV4_Qzkoq(X%31i7zCdX0~Jo{nNO0%(SiIQ~1n4>CkarA>$%s2~<mT4&deV3H2@9
z^MRZYm*tfe{dib`L|=+V6VK~Gw7<EL`ArFzCL#F=dJ9WS?Zl_o(coZG3ZC&I(5hy?
z2sC~Ya+xzCYkrk4ho5W((mWv0mw}CFWS}#qOA$j!M<4s=5ThslTC&yRJHG2llAZs;
z0@fk!XsA!7uT)B+*d0}Ix5wjUIyR@3FG;GseF?~l9#X-86#sYud@qL#n$?TTYq(Wr
zJ6AhorKEb~leM)a3XT5AX~`s)JogQI{sYT7D*cP)2+0b6;s^EvfHz^>{)q_^%pvHc
zmG{xDQdd>=YYiQ5c#V%e!jyO&TI<Lj;?XLiP#U~{QtYQlfJd7L{K*p(F@AX8oB&Rz
zoEP~n?xR-p>KpUmwTM@2Y;0)y%BnY6>dOGV3)tQU+uB8JRDepqmB@h>MD;|3|J3nk
zQOa)K%DV*5!Uf-wL6vM6fSiezm?_l_jRiu9Vm@LHvi_iFp`fG$7h74`6&hbkFL9O)
zhaI9qGKfkZnB+wQGjnr;*sk~LNV-oJo0K$+vCij8-*??#tTBRQ>PMZKHs<FF4O+0|
zJxW6`$d<cG_xs+o=NZosNxV#sYjo3gzEd{Ieqny+eqOAXfTOF!)%s$l_@gg%F+EQU
z5Bg%3nAC^v_VEhJ#cEQk&b5b{7=OCxQ@B9Lp0e`aRMjL2%rd{ICo*8_cD8_eIQ0+f
z02<#N`@p%9byq?LH!G)i=o&tgjjr|oCk7Kvqwr`e`r5T?_aD3CFCmlU&(BWfYP4(I
z%WG?EQ_$v|9h{t0;)H7y*w<0(26Hu_Jctu~RuK3=QDZD9C~{{9zK5)!8A2;_>LWTh
z(Qh)q5drhPzZ1uq<%Je7%jm-+3W_4PY!B+qE^TEdtIKR#CXl3DDdYHLMxf%{1fZ$!
zPjR_2{u|~p^~DdevLFR;p6=J(b5z`t!$oWai$^#YR=YFC-<}qo2Lx9N7Clg*R4#C6
zc_2HW!V>N!%6aS%s3Sz`*5Bw6xd)LM3hUhJ`%rpch0ySueY)pR_xdvRG;FDIl2>~8
zRG@PT0AU(NXE1niY0HJ+k~cIpL64wp4K9y1oS)DPWZ;3D6te=}m#KlaHq?BWgC#UC
z3mb&Lh2bQ4-`VY>a)f}Jqr}LqNd5(Q`=P;u<uwCMh>s{RkXNpwj>9etwc_%$JBM#(
z?h6NNrmaLx+MeGXF0mqL=pX*XB*34*yM4cLOi3eVk3?@}dFGe%>Cg6GkGo_%M5VJT
z?5k&<2sloeDAS4jJR5Jt(+dL~ECe62u&Lm@#|-=Xt{qoW{5y6+jrF;-loL_cQfKR5
z0`nHkfTAQdfI-0wC8vN}O?H8txNeE$mH^8Lv|LztHLnEVCX@y)*xm|%Q4=YOXIr8C
zxhbpCYMM#E=QT`B5z=8IJcP3JBA%kxwBQba+e)q^Pd4$2GVa&y{r%v;K*bYzV~Dy6
z_S<Eh)2-@?7vO`6F2L~)gZ;k1>(}_U;4G}@ra4P?8Qp_rB+x2QVH3Uh?ilVj@x~-A
zO>_p+_D?*@xMqH+%!p-xZI*hHeW5`IMlH<mknqM2ElzH3Colt%ohD%p7(Vy@&ibgz
zb{@4RI5~M1K*H48@PMLUzaS>?<aQopinB_m6M_Eb>3UGMRsL9Qx!umY5T{L$;4uAo
zd2%}+3N=O@l*TWae-<L0g}`H+dJscCGvM~P;Q_9Iy*s_niR{ic<C}wrCS`~nN+Ho7
z{CLrZ-D6+(zU?$mWH9JI`ZVWr8dLV;PfG~Yolp{7VJ@~9Q?`Fj$qsJ<IH;4Hs3nfv
zUpAD(qyR>#J0lp0a{L^4LY8oWqts_SbaQn@FvcwaIS75rXb<*)GgQpeBrwo;?pNk_
z=(`WczI4K4;;X<b39%4x$iEV#qU>RO;6nBW4|)izIGCC1P#>t0MJ3S&99sa&0oX_g
zE7N0<%zL*K;_qeRQ;x$7{a^(l#w%oP%}mB};{$W(zFc<`8pIE&0Eh+6P7mAxZ^ZS#
z=;@ijeInn;)kx7&3@toj&LsTKn{ZHXdQi@<eam<gLck_^tUd(QW4C6w5Op)(x53FI
z)#er^N0Go~MWT$MGznin;*K{%m0lyNd-DYZ$)}fVJ@e#PN{e@vHS63z-r``M>D8cH
z!3^ipg*2uaq%j>m(;oRk25||8tCQ;~Zy0zEMn_Y*qPl8E3)3Ay^Uu5h0Zv9Q$_gN2
z56$qnbM)RopUhWd3-afDM%$@EKha~1ShM7q^7HccA;$hrkbOn*a9_c8(`JFOom4%<
zpohx+Q~XC0(*zw>v*%MQFGBRL_4DNB=3;-o{ayDny9vZ<HE6u=g~l?uyOGzgU2{L)
zz16C)<|v6{1+Ont9=0^t43CeGvlvth;Zb~`Le;-AfboQclZ_2J?fUxqum#j9i>_oG
zAhbWrQH!3cS^O?5Xk-pv<WTpiVCj0`Ctal&g-c8fo~S^HP1;n|f1Gexq%LJ1rvDB~
z5aItG6TofznozqRf=faYbeD*jI6F0UdIQe~t8j6e=h35k&Dz$o*F^gUP7a&{f=&Z@
zk{<-}=Tvalh9rW?0BAVXd$g@sm>yDmWnT|VvQGar`z(g+eXV|S+w|6*=obtCPN3(_
ztj$WUWAct<dIRPP*F;!YMA<aYgfOww^*JLPf5JmA1Xo+r*l9^s4o;ls$15(lx=Oh$
zokMwvmmx7u6OoTnou!XxCVYsI{UX3Rrja&Y>`8#hfIJJV#vn=21Va{kPrgrE*y3K>
zQoNY6YWUwRbvF+GHI2dM7V6d(IstoyUTJLF5aVfy6Zao(z9;`9KkWLarVEiiNrFay
zZ#~lb|EYjxllbx>xXQ75tWqEj^w0mBO!5&SpiIH%SMS_m`Ou95KLyr5-A6Z>-aPvI
zHz+>Ly!>fMu+IugUm3POkW1cb$iJBPsZ$SwQJK%X6DOZ=9EcKGhWahaG*<4yZcp9#
ze_LQgiH(s8m1_FKeSHe-73Jkehlk?3zFW``?HOHHSGTxmOrwN~h7xrq0|}jz6~}ag
z-vs}(PLL%X{x-jK261EX#zP|?FL2WU%K`8Scxo>2UuS1$P-zRbzALbkP#o(|p*6xB
zD-+9Y0}D6IWM;<3V3Srl>mL{>fmOt~0sUu*S=8<`>*HkDEB(I7)7n88xlcrJ?|J>Q
z$k1BO5M*MZ)Vq}mRN0<I{QVkjek)!oMIxCLGd|?!Z$Rre;J9wE4Z^>`0N7R~9jL;F
zf49Ugl|KUUeFPOuqYyv<P2RgOD;UGoyaT0WjVL^J3vkN3gdXfo0G2hDd>^RDM6;$s
zG4=ZTdhg^s1guaOH=XoA7Y|dcEj%wtyXW0bsxC16tB(@muXD8QZ#~Nw&>;Q0)9>bz
zV$=x<3Bk|PyaKm60|SFda$@2%Tzz}HyUaP+*)c71GkPXllC{l$B`9+7xK;p8c6N3K
z1qOml$NImiP)K;~Gj`iA)F&kr^M2pc3kxT0S~9yjr?+E3`zt2a*hJjfIC79Mj}(28
znU$M+l(0fTjEn6=IU9TrN%?Sw2%ttY6Av|4WQ_p?knX^a`WG8g{Ox?{vF%(7j1tHD
zYi7E-iKD@2aPpWOtpTtd>J6RqtE;P5u3jZ4BfDU=r$OP-50MVAgHK3iNGQXH22(YN
zjJ6L{#@hgauLq5a({jHF805VpWM9>Ip1MN(CEzoF#WO5~&=&$~1B-QHAza5Ob6AZx
ziM;wV<g)PirP@px_Q`L^7Bo)a1gWFQf7U@qGv9#<NZql)Ooisg#_JkHZg;F;2K1?Z
z^!WP<fP!14Kz7_AWWS3IHM$q=#xN6vg-JN8_W!R^-ddbPLs@>w)Zll|ch?Y0L+Dir
zUG?CG{vvo)@zWv84c727hqbs*^`X@vMuC;gHirc4H#`teq*RUjt7xJ&OXUV$K#H7L
zK!VlcF)s4+(75g1j9Evn<~LjzhlEbBsq&{if^}cY9@K+wS6KrIev4%;hK%IoMfvq3
z{S6ldCRlCUCLO6D->2NQ$01ZM^rKO5ZGrRtK+^!{#^f|bnum3>2c&ZDq-!?~*<854
zK<|ZbF^%TtK9ajqGcNSn>WzpBQkyNMIrPBls&Mj-0;&6!%{!U>75naUeSA-YBrULn
zB`<g@(_4S|1AmD(hTNQjNoR@!(pGE)Y1N8S`1y^x?&BcNkA5Y<Qc2d9bjANwz%*zS
z6tfgFh5fO5dV26%BIu%^1`|-Y56zG?`lboOeAg$ci9W(xb3?=sy6eEIO|Mmf(*u*P
z5AZN{j*d;gLp`;$w5-O<3eAS{fExiCQab7ILBP!F>*YL5(4cWTt!ui!e@;Yl_JULz
zF0oi<-S4miK~eC=WbGvE^Z*I6uof|9HNe!-bit}!w0&~IAVV$|jMGPkKRXQSxewv)
zWZ#n^#ht(S#HRk9H}64_XuRg*4Z^ouV7Yg)^nAj|pc}^nDYnK0<ENY8>vKw2d>K7r
zY#l;QVwvDx{p`OeKl~Aa-_WT3BdE<U|F12I@;{^~%t(mn;4o9TR!+$C)tV(h7n@c;
zEFvbxaZN+iA@@TP#HXudEJpP``E=3h1F`nn@j|M;zrEQk)tmrR7C~Aoh{j1lebHP>
z*1Kj!P3BWc;rB_|1(3eWVXkf6QM~MY=a#ajPPN&NN6!Ag$z$ACK&0NGA?Gz)qulkw
z{li*vvVJxHTVAfQpLVh%Jnbt^OA4YE8uN7FTRx{6p*w%xY4O9YORG@NI0SW_6pu%t
ze_8e`07R9cp*?`(La_14-iq%&XooJsSP~B|Dh9Qyo^0I<g0Rqx;|Vy$7kiRHIwYnw
zG&tx8**XxKCMJTZW(G1v$lrm$V^mSm0Tz0C^X2}`mL}K%pI*lb%HWm6A?>%?`plx=
zR7M)~FVP8fBFbAdOCaEHN!AP5xedp$2ehriw~K)12k;$0QT5&fpi4eKvwO|Q#<ae*
zpxhwzUsyovEdzHK2nPJBk3|!`xSX0PPmXuP6|Epsk-=zEcRo}-lpiwQVvuw``(R^q
zTGw*z++T?LQ6qZi<Qp-UqD@ec!zSj;R{9f>Qo(}0TOzCI0+MhPCTFaGx8ZNJ8d&YY
zOa(LBg+68aKigwKpK^|T##G)$Yp3988m28%)fvI{3`|OC1iQx=OggEe>jVMIUwV3k
z<h+5RK~frcE3-^jK2h`u)yG(Mf8VYB)wAZgT44A3AAJnlQ#a6vfxsp4x`-8<T|K<v
zWVayFwW8usH*t(>yj~s=)fR{e7OEaD@#G3+XpPdt{EIDl?9E=rpB9r(>uwP18&uZB
zLkxd_&G{9Dgv$zzHfBZxieII3gcWZ|Vd1xxWHH2<Ijj``{0Q^WB9gA>0~lSO4W{&q
z^Be)fPOD6NK*C|26vs($+Q1>`=<a4-7aPvve)pP;A9XJyseO%G;EiaZ1*T7-OXK`H
zx5hMd(g%gG5puh{5%Bw$;)H`#Pc2C@L9?NwFYVM;Jp3OeNT?yp>sQpH3H;kd9eUvt
z&q>csx!P)twdz4X`5-EiI?m;Y-*;jS1LW6`nCk&@kVKYb@5`ces{QwqOIE+2^nPwj
z^)nzKpxI_?%cZ4DtWky(R_8{vb7Bz%@)v{*EH@Qn3iY@mqIAizpiGAqq=G*+a0C=Z
zL>qvVxhNulKs;p!q@deeP(#3e6T|IVH|*|y(00+ONQ5>)JyyG(0ey`e(3h$M(2D?n
zz@+pjK$YxD)i4UHhe4Al;x8YwNN2GmhRdj_Dz8mRcN+T%zp*icnt`mj?Q77<1GS?(
zMWvZwh^pLC&N)0^^5D9TS)wB-SnC|HpV5(=p^+qf>%B(*GUdGIw*`?GH2|2JlEZ;l
z1=k?;Z&w$WwaMCASk9=ck|nF)jvVNL#>~b{giZr@99i75hsM$S4`2L-Km7psLDo#C
zB5@1)U1TjSG`yO-^w-|LBZCIVwqf<uqt6*1$)wLt<xgJBEmeX9QN(3`ZrTX)s-dTA
zF4-z0xju?b47vngG4~~~9rZ$?Sz1T7TDsh2FbS_Xmf#CaHH3|*$So1GmSPRE#bw5i
zasf8*iF1uh5OrXNy_ZAVVXyC>!Db*t<uxQJz2APY><QPm(#axhU%I-w60tJSK)SiS
zcsPGKD@m3{uOQ3W?VuCl)KXT*RV~#ZduCgi_?+-MDo!08S@!r_KO$UQ%322Ps<MoP
zfIifW>R;_q7-PyLH>vnattNvnV`G1W!Rbc~*9H(az<t0dwE?O{8=t3n%eO(Q%gy!h
zlocc(mN}iF?TWcSX?<JcVo2xWldk-(A7rdP+Aa@)8n4igS&Ukf_(9F+{GFz$D8C>`
z_-=AzlczTKX&YDL#9@N~np}V5ir9Q-g^l-n;m00xS}A3zu$~vQ{2Fs$h;F3)`72*Q
zPCpT{xJ-L1TF$=4$<AIRvM7w!)?efp-t2PBGLJHYFzgRg;`B4aXH*bdzl|s8vCC7#
zy+ChC6x{wpX6tHkhdITcg``JCkmNN$M08<BFfq-c1+IcpISnB1rluxDSFD^Z^lCUe
zyZ_E`W|R^aN70512@y8{zvXPl{~zMsGOFq|+8b3A19THo1|Z#C3J3y=MoL0jT0)R+
z5b5qzKo<=H(hZ6<D1vlKhjcgZT<AV=?-}QgJMM?;2Z!4&wbt{W&z!%SpfI40h^E7Q
zm}8|cDh0$`v{y-mEARdLkCQK91jok4f=(TE7@>57IxSN+DR7&CzAY`|g+kK`itn+8
z)%HhF0YuTY7ohn~fgiRUzK4cu{uL00p$$rOz$!ILO{oNyAWD4K4v@GAm!_2=!1<qQ
z-81^Vv~<Wozs201c?3)426bMo{HTq#;vHLO6-8j}t9yy!;1`HE->Y<P+nKr@$974s
z-%Rm>Xz%n@JRZupy!bp=?FgEW5lFUbU=&`2SSjLy`V`(JbMQWvlyZs0$Q_0#?aEW}
zMqps6-Uu2Az!9+2a>+alhKLGc167?A?7o=o-5a3(`W(Vwxjy{yiNePVS0D$`&TY2b
ztQgs1g0QtLc>hR)1md3zzQyKiN4+6v&#i#{Fk+Lc6Zc=f{oeG1V?p=5WG=Y{tO6u)
z+)SSK6LBFaP`4e+mmR<I4c|BvwVtWKqpSPdnf~BY8kU1ZW0t-9G7Q23=kMKhLHFyN
zN_px#a2o<L0Sz!GMrB4uhODe?*45RCdeSd;a8(i+13Ln8&aq-+EOuOLJoe&++eGQ=
zjRO#1_&f)itul+TJCp4oZ~vJr;HEAohb44pg~$f9>QqwEk3$p`?UT45;tAFTOSZ3;
zVh}L;KlfGN=7*?DAP^++QvMZ|)BwNg7^J=m{dR3_EsS8*7Gt~$(s9wXrX79ze=@4D
z-)@7VE9=VINI91AqegLP<(Ppig!`H`_{0oc#DW(jE39V&9TiKWN12nXoc^n_!#{B=
zLtE@9IS-2?ev#q?f(zKdPt;VLAG+*v561!07;=}XVVT3cTy5hE|2m>PwGpKAp$S3W
zOU{pb-4CN!KGf>V{RSBb`C|)>f(LJlcT%b|7I##cYnbPP%{5C5sBb`m`DG6AKozZY
zh_(ITI8s|5vc&WQHUhPUcmIN|cBOoYZximuOI`t?r}l%Lo(_tNwI9|H%+Hu;Sa0h_
zK{@}SHZ+zo3Y}}I?rXb#1E)!e?=HVOEEYnXpv+-W<qPu5>BVcXlZlwQUWm)Fzo!Z|
zigKAM4DO^)zyz?b3Ts<kpTbhiXJ;~Mcn%$~cm=84GBsgm$Afy$yLIF!#-)R(V#Y0+
zu4QeICsA_}HfmAof?EPsg$D@a*AceY({k&5h!+_RwLiNRn9vF>lo2j0JDPy}L&)mC
zM?;Kz`)0aJ?~Lf0VPw(L>Ecfs1_p-GlQ*sms|3Ekem(D7ErtFM-c}$ib9QDZBf~gv
zAnv;VOuyZu^|YD^f?G?n!=H$&j(ooVk{s3F?f$!<1P4u_xakn65D;Rf=kBc~fdVFl
zO(RXOmU5IiNS&d1AgoxEbN5AUIjkP+H^e9O>`JzUHgV*VG2g+Fk6{U`{Fnt9S%hAx
z!cJe0*nuVmFE2MQJ%AC^Ndfsp;+noEbocpdhj;|3qEjJTf{Fch&UfrwyjxpCpIMm%
zBKfAQ-IqA51{Zf+)RFwmI4A7GUy_;%lvmCOQPa7{$CR849rB+<iz408kdKr3ozh5S
z9@-cMoMK9?LLpikt>nPi95lQhl0gvmBzh{8I#Y*EcD@H9rA3<dul86f!Vg?<I{$)~
zcUZ0X#O30r*w`u4vkFga98T%Tf?Fz2zMFC+RK4E?=}-n!R?NfPDT0ZtEFvYH+0bl5
z>lblm#kA{FDNFB~I1+k$3esx&hb5eD+t=h$W=>$Op=E|Ws<#!<&(Jx?UbqC^u~^d)
zH}7)aV>f68#YwtO^OrAVkTwN@YtfPT^wP)yhD;Zdsf-E1KxO-=>@BmEkyUTrJdibk
z+Z_yhf0AjoRQm`Ch0j5xh@6?q%Zap=l(yGP%8fr&1Q2#I-7xL#pgD<Pe&<e?eB*|_
z-R3g`J;BcHfvNK~)X`IvUGRtc#L9GC*w~jYn5>ngvp;j514Mp!`!9fqh^GI45SdKi
zyoOPj0p~;v-jF}&JklVtx8*(@>87CbcqnA_oB#A%h4)_Q{GGB`URYKZ>)48uetBvD
zWx$J8bQMRB_gMI0`99Gl6*NzX?aV2yL)8D7TE~6y7uUikdi@7T_<tcX`4N5U2uRJ=
z=H_8vR2u!cO$*#xMBvjpFSR%)y0AL~V5td+XB83o+TKp@0c+)L=1I8C2jQMepHV3@
zAA)u0XG@Zb0r2nOlN~{+gN+6a+Fw_HL#pI)c5bd2B-A$w{6UrYA3<u~asbhJNEGbQ
zlteA(0116-I2qBiVxthqAqV^(_)-R?tXJC$3Uq29<S?J>OsIE`?7dG<p98}zJld$g
z94=V|_#YIyTXRrR197b9I-S;keSwNFSqeqE2TLeF8Fs?J0+=zdJJojth;#vV_Lq@N
zfb|RuuwG_LSy~#i;5NGf5tk|673g`ATPd?1w--n%rAy%((D%i{99(MEt3D;WsrAVj
zp6nhS<FCFqKYaK=+Z9+2An@GW9EeITUAa*K0i68mV9WTyeBup*5`_sCF|X30p`Ko^
z!w;-`>Jz1SAREjGdqhgSLr6k|dNdK)2<!1nkbM=b3Pf%VD#8;k90CFYK+6SOb{W+H
z)BzqT4gfGRnoQ|93*e~0&m$@W%erJivdA_EN&wJ+IBzfLnwyWl7rMlTGCSzwc1kg#
zJ<NNWDf@y>yJjEQneI&(?g0zMy7%A{yg)W{odJ9SAfLcUes;M(4R|3y319HLA3Oe8
zCQ$WiQW%opU>X#3-IotO>k>S({oQ|aM=qEY8~gqV6Tnb~v&t-vvC)0QfCoIkfUaRK
z+3nA9ClLh}Emxz!qA=)gP+-wU5z3wvl;?Mo;lF@IgI0PC&{=|Veh>IWMfU4hLEs2d
z2;)BD&Z~R`>;Q(3s{M<a-+e)0|1(%bd-~+IU74KUB>;=!A1zLSjj(fa)+R-iV<j_G
zz+tJ?ret~|&us18s!Q;KOHI{IB0lCl*3fd}b$~J<M(3gXI$f+!`g67T<NvZ=m?y99
z&(T-Fh&I1C`1PwkOlU-p$JPM&zb4um3kO_;?GsRCFhDp#LkMaCP!;LJ-VQUfpu`n;
zuYlAq1o{Rs0c5|vaP&=R<+!Y-8iDe;FQ99Y^^D}ftNXOH5{&5}{gB86bf$?R_Dw7d
zAi6k!*Q!@qQ}qkIM0uB_V(8&5?f_c+`aRtOxRn45%F?0`gs*%%;GckjmKI|e`=>PS
zQ|ep5Bh~hnhlM)sl%N$kNKGXjt7KN7l6U7j;unR%@cR0zzAy`5hIJdf!8yjq%R650
zQ4czlK{GuA11+Thc>hCmmv!DDK5Lj4LKhrpf)l(o+u^YAgN*I~;Vmxc{wumxxb0so
z;6Ky#SEiP$UB|gDPs0YOwbA3(n(7U_sGZaLNd2P{!Eor?6IZ^eTACSoOzwc49zc^z
zmm0c~Ts^lT<iG?rZGp;F|7yx;@s4gwayq?oN2S|IZF&AF<kPK^qK%Dv@VZQiLfQi~
z9(tP;E-84>{g?|Ie*D`0?Md}66UBLzg173%MMrq@v)+?GgLh*Kt_|qpMACZu`^DxE
zzreoH^nj2>8!<~DgrXop04J<f2u2VnB~9YcvVmS)2?{kEzfmU<rLi|{8l8br$@4PW
z-9YrF=4ND%zips@5XMW?qwSB}0I-IY-RKQ{`Y<I(LJ-Xa96THxUvvJ#HPCW0fvr=;
zvC$vLE*dUda<>(d+iG{d5bY>}r)bgA^Du9FC&!L!@Y=O<kmi$cz6duxf<go_`@uFB
z2T^Juz-8z#j^IczJ<aF@6qgNcmrs$I8{on<5KwtbRr5cTm3jW(aTp=(6~2$ICmHAf
zfo1094b^C|m6R{Z*MQUNT5b6~pyzM>NVC)BOpISDT~%s02<Yky%7>+Wfw8ShY2JqA
z?%c4>`{O{`^A{4m3v|jsaqXk}kJW;gXK~DpEaWrZ;rsf@Whv$>?t(`v-snfQbDOd@
zgbUyNbLS{#KtMdqQzA~-7p=d%L8o0oqN9s=lS)%v9s?P_O12{UO4bQdD;b+i?J$ux
zI5;@1p!}9}`zQK*<x?XqE-sut@I}Q5dbp=?QEGDnzI_Xa2ik91il7T0F{}s+Hi`2f
zrq$7Hdm&<}h;sI3=TzGxD3W4LMAz>X_^;CHOL+vrAS~Igg}p~%J_wWQ<o4z7n!jAV
zM?;?yy}&!d(Iq<SZfHPTdGG<W%Ik+aW=i{o8-)>Uua*bdl-88D$YN(fL`g-;wpC(M
zzg)pSi!Zs;?IuU8)#PblaWI=pwmQ|vSzG4_`DA)YI<@P{?oW@8ihQs5n#3>#mR}JI
zoO~}gsmJCh88z1-ms+I73|-3Eu3OXb`D%q|Jrij`Ccx@Vh1ghGS*fYT@EoHgxI(GX
z`t-foE`I`ZulY#X&BZ%A+TMkKV%G5@pcysHnGX71C|{1}rbjk0#kG;yi{wSQ9C{Nl
z@#(ig%fQyA^SIYtVM=T`?1-*MAg~I?m(OMRG!&l}-@JMAikf`Y9rTb+AZ(J~-`U(8
z1_>vetKHSHAo>j$>6OJXv9MYSVTk`L(h$pgM6J?|6+3eDdHEr}D(Osnly)~!>iEN0
zU!%w(bCeHhX~Fd%o%QS-5=++<RK6&il{*890#pjPrVVCYT^$s=Xxy0S?=FQE0AHe(
zVA+TnTEn{<xoJHMk_?I|Zi`Vz2%<K%)AxQRsTM(CDT>b-A#(&QRxbxz7xa1(?G{n#
z^`f3==<9*4^yT-b#6(5gEMab|L*?oEk7Qa&p&j99JSIV@>ySZ~{|%^ku=C@O>jfG7
zj>}A?j|vF2*>7)E4-Fv|vC#~K7p5x@Z5VLZo@TO4^md4B*dcD5iuD`@)y*%cq<N>8
zmCfz_HR*dG!9PkaSLbo2ok#4WRs(XPBN))Lu(?5<=On3Ue+#C3rZ8XO!nEZ~DaCOi
zdbe71LfDf*sZMEVB;p+#P38oXXhcK=v`x)7@;>6JekOTnec49``YAFIUw^;DEZH82
z|1E(PDIx}ThzH)B2*W}~CmaC*0pw2;gL;7O_1?qHfC|`GJw7D{xHeD~%x#rTV`Ic`
zWp}PCg5q=OXJ*(j!TcRoH1buDP(Ysmij_h5sDLn(JLP2`yzevG%a}JDAe!IKDn1Xo
zGN_U1Gjp3$6xtLN`jBj8zo6azAj!fpo*a2~-!A~il&3S(GJLL+ZT^`d-9Dr!0D~@N
zA9&;ks~{=J>w3?=e#N^altLc;HSi%q?6{gvQwz^nk$=n!ySRFrnTf7yM-lJc#%_P9
zgB5ARdAoz~s3Wbv><rx;Y*GtLtGP;aV2la`6^CbAB1a+(cuL_@1U?SBhE)K2FgV4U
zgKxu+a%-m#^r2V^4eKD+ledF5Wgl2FC>X}Z#(Ohuw`gc+Tsfg=!i@%~O>dq?IozFC
zB>dR;zW~-jrh`QY&OgYV(Km_aSmfTcbC`A`ZA@VDPTPQc{rBSHhsa}L6QE82{sGFe
zNj09&!2%pWh_#>obpYvPy@c{|KJn{~s1#^xDGKB}0mJry)H4r=F5d3c__SqZ4d!?(
zBGwC38_;_uJ+MMMLU*~Wq2a0oY`S8)RH@0&D_`MqfFOn#($|#GgQ360qq(0pW4{>O
z!8dS$r3+SwcRFL0?d;x2=GkE%-ZOWL{~}W_n~LV&$WYFi#Jar=QBW9o-1UzAhHZi&
zwsxgqq^{2M8B+>!VBMN!cu{8a)9nV!JKYHn#{;_#3q8k{=A(z!9@#Vn8tz-$h4Zu&
z;7h60D}DEZPM!Uh_SL-y?0_T`;TKDuzd6x8FDPwS3P;~YoQHf|3-8&xhK1!|V<WOE
z1-8~`8Dwgz!o}uyC<#RQuN`R71C-2Qd-!@YkMKWoHH137Ol)XUKY4k1p)2m0K>v62
z*0lYWgze$s@vaP8D_ZFB;|my@S>?Ged1o{fEaRd}-Tvpn+d|=__3O&h|NG=EbTF{u
zcEA5&P|Svd-I(iP{8n^?@m|VGG<TlL;SJ|ulhay0VjsOu6~XRV+;o!v%P4HHaG8Ou
zs;UYe#@NW1vPe@-{D({%W-$r`U^fekzKmqaZ`{&t_etD^;t1C}Y`#fGB(JCK?);a@
zIIAyJ@A%Rp4;{A9PviYHn_JMXs0=+xBYl62N#fDfF(%bvyA!#hbe=_vbK>5%PDCjs
z1V*+8AYivj*<zUj7{BNYn3!|}pTCj_zY4=WRsYaHr%m~8mwpIZ=<crRjzjT=3k92)
zAWb;DcwGx^W#zW(X|FV!xrMHLs<yx);p1j|NQ(CjivGlyQL`53Kh<>ZHK1)eK$#?{
zDBzK`*OHd1ClY2k{qr_&^XOgpSLfjQM_mp<A?R2BX4^{rmpO7j^n&Z&s#d@PPY)Pd
z{!D~aQE38K;L@kn{+l*}_y2F&h?%#quXe>Np+ho&ze7VqLEI6m7@C!p1@OKkU2IB9
z%F;-Dd^~ix;3}o&=2m&xiP&9+!wY(6n7P3J1zS+WTR~*^hvHG_0UjRw5p^)?`TF|C
z#3+N}3}&uJ=7XPLw3<%+_LfIOUA;d`LFAAuz6OedU=$6Ix{Uod&A|Rkzeot$GacU>
zx1sEkr^^8To5*XIL$tfIvjSixw2(%f@oXkNX)qwdc!-yv;+ps)8OFKLkdP<cNKv*7
zSX2r_#;jzdR(Y(8IVNLEy*0Y(JH7+OzjJ;fXc}PT0(j)w6=-&+mzRSRnJ``hANas|
zn-=*C(m~Qm`@jze4KDnp#G!(}P3v=_c<z_#_3kHWI$tLyJYaAkLdh8cQ%;XI0pk@U
zL}*pKBJ+*V0<Hcrd~dMZ66R|YXpZ3`wSV=B7FuL@bj2iIbj8B526#D%e)RV@4*~s^
z(OaN1F*c?pWdYhazzM&rtE(QHO_ZknDf!Wyf_B$!p^$Inq^J9+Mn4u0x#M#&;<}x!
zZKMEcX>JnKlZiCRTZrsN@u+CkC8>b?yZus9)TV@&{Cs`MvnXf-%blH_6)|R@^))>J
zb!SumYJc8a7+y{1Htj`f9pDE6RU@jAei2Y@EXa@!`-Q$HCI(Vq*y)?!iw;enDYJ@6
z6{QxT&`*Mm^Em_GqrP*BTG*ezpojGm-(6n+T{ZQ7xWaNm00v)Z$0XX#gV9obe0=<i
z{G;K#05$6vfJ+4<msb&4PAF|Igmm;bH_w5X1O~Hf`XI+Z#1ugf3M^l)X5}WtMo=1V
z69Z84`r;)}Zh+aJ%q<gm-~Jrs4%jQuVP|C})By_)Ku6JEYNpyNT-X3r$$fwQ1JMw8
zbwIsCYmr(O@OSMWc$8K_=L}*F4Y*KX=5LIDW)ti+gw&F{{^~oLD6sunl4?H$?3R?k
zG#iLVhvW?fNn2&*!#V{7!h3jTPzdG6C@hCT66yQ#!v`{fB^2=2ajw+pf&e<K)rz%|
zRnAYpCn59x*B>J;BHEyh;PoSZetGG}*Xm;haDky?5;SHKt%64fGyw|wc%;zwSpmiZ
z<b^=0Ei}`Y^IpGx4MIauyJ{$A&;fOF_3G8m+fH`yAi=qTGnbpznF}f<p~X!gNhB<K
z_D~Rx_w`%<kP1Njh9fW@Fu_r@e$WekR_(N9<h|u_deG9+B3{R24=?WI<m9!PR>#&Y
z$V&m(9|)5M@oSx6M`(?t!t_O1@x#I=BgpvdmbT}?gMo|t=9_kg%<T<=zUPu^H6eUP
zD0vb6cf2fNcd?uI_*Q|=0stq6bdnLA;RiquP*SD55oHY3UgUK#(HaRHf^5Pg2LT9g
zqyAe0pRiwsr|fE~cHo`oK*dK~!8z*{V`XCta3DhE;d6LP!sat*K|Y|DHo~SXBt3)J
zkDeY=7{ISIhY|;Q0v<wUSnIeUtT>(*$Qpbt<PC?^m!7?N@CHC@v<KpzQuwsL;lY3<
zJ<5Qvfp+*81H?z1FG-VY+y|X9@O@Y+SNe=3os>bGUb-*A>?qY9T>+XNl;qiRLR&Ez
zC;ZfWzrSa|tSS96#y*<qTBP;cTyErQNISpO)YP4Qz+I##EU*ns%r)rL5;TZZa+8cF
zhkYMi8T9r=B=K)+{#$YW&UVE3R#q_Em6hqOUaS5W3n-IJVFf+vHHoQ<{1OdNaIjZ$
z$fQP}(yOlrmJq-?C*5eEuOlQt4d&TN=Z59t;^M9R9~;A-N$6M_#ST1ikHr$Zg>@?V
zmYa!yK2D}jMY+!8_JpXSK&RwkaV_-Tim|3m8t<ILr_wb0*sKyoN;d$^iYz)}*ii8{
zP=-QH8z5c(IyTnm@7^!l-9H8$|41>7LlX%BYyU%LsK4Skj-YXZgDc_=0yX=dOi^05
z-DNd+s(9cz6^0}|{hIU+lo8+S&6{wAsBz0JIG6JCnx&@rQ_M>v(4a;ND&G7|7n*gV
z=jC5M#cTX7(mx~wf1ddAJFCYOkseUtm1qbRhM*vp&J|P%0hv6VF*SqC%Tt4NaEPw^
zk84H={aK#=4B|d!)5}hHc;Hi`I(u~naus+`(kbD4y4%nPy}Uw0Qwcoz((OvLGY~Cv
zuS3+FAjUw_N&3@5B`+BupJM7_o`hUW041eMMv0x$E^7S3@?N>09qkH+o=lm9sg)JC
zrCz$e?%lPCumMnoWIeGkH1tu0g<jrsYjbn4JeJyv1JHX^dW__~V#E9kBbz`jQoYNb
z?4h&U$2;AsHZNY#YC}*)Kro<<-EbA2ZFLF0fQt2xHhA&&;ncx{l=}J@Zc8?H*W-N!
z#ogLqRVA|x`a@DN*d(xV{rYtrOqg9+F=7COYSFN<*>W6s^3OQj*r1EIhin{>CG~?I
z1!T(*eS~-L*WEAbsmiFJeU(vS^cDjhALsXIx?5AIq$Y@Bay7AqD^S5n>@~t$j99sD
zQPsAcisao94F?;WP@n3K_AG!|1oTQTAeIOG2uO58`{;#^XgaSjL{N<}z-@uw>L8{C
zgf@CSx(@G&Cm*u2D=OOm3`tOerG`=hM-C5GMjZtoNLaCI@*dHHjH&PU%z64Octqz~
zF0DfgCz_Z9I!2^ukdmOVlRcn6L<<x3f{KRl{^69M3<+rZFnokl0^G+$$MQv#7KQLY
z35OD`XJQgyO)k6%Q_cD!T)G?Cty&u87ER(XKjR5u(n*VmT<Rudf{UE^k#ouL%g=BP
z5sGT1Y2w8~M-pOP7!vXg1|e`}@;(3j8gQv(7&~-{%tEil!M6mHcfI2Vn)DEm(NL|R
zsR&YE07RE+_T=+j9*f4-va&K-6R>Z)IMI=O{t26GV7eY28XBwjAhr2g^(2vV5isL;
zGJ&S5fRCp%Uu7HPAVj@?V4#KD5;lR<(e2*(j(LA}>Z2zRpII)st7`B5`CQ)Yi$Xad
z{Rlh2O6>E{klMREpf)kM{THwpD=R$qOU%bh#gutMZaYpv#G#Mb9a9skd7GMZf!xAc
zM#PVw&NFWx0?W7ArbT*o0pbK6BHD1WC1K$0B$zA%O<b$`J}oON_T(1)fIy*2wck+i
z?d$0gPU40U(0c9Z1UkMt;{Z?<8%K_3E#q3R#b2K3UXUBZ^dUzNEN!Aw9QDKUn-t+O
z(Er3{du1eC@Gh@``ByE!-$bh_qv`Ur(HQtk_9yiYg4YI$wWTp__uP{O_R=afnd4?6
zYw9f{MTjfl)dy_7srvp8Jzkt6xD`H7DSsI3>*Jc&z8*aL<{<1{m}5cr#KeS-;#iy7
ziSzTMABwLN?#F&4BEl?}j$;OR>SVdNEA2+)0H-Y_AM=1CH{}CfWwP0C#$5~2+uzm1
z_V6cELQYU|e%&q%m=<pgZ_JQyT#_I^X@I(C+!=56yPrv}E6%tO*$l|@@}m&MLZ86a
zkYlBC53xDW-|!5zAdtNDhp?nbMe`9u_KC0jKR&ZXM&IsuJMjlrKkhi`JL8gJMBjNE
z?zT7P5HFe_QNP$8H=*#S=(k5ZsECQIs2-=uLkkN!F)wx$To0#>xz?E1ewhdxTOJ6K
zG=vO&#x2oq*x@O4hTn>ED8S<3{Af}6HWu}gg_*XfzqHq0n?}wBGX~8Hunn{3WTVW3
zIf#bN(S**SJU}U+cL!@8=FOXVU{T&3>)$6vsUw?}M=g>0fq(kQ?PRC8grEKWWuAfC
z?lx9d3TG>SC`0o0fbkY2%7YER6k_%NPB-LHpa0c~Q~$@DBO`nT?NdQP0b-i~UgN)4
zM3KLmscFtCO=l;<ukIq8M9Nhb_?>qC7u}CPU)umT_~vK+vxM<GumLv!GGt`$*PS;=
z4@Ixgf9C)3q5ScqJ!(GYIR6E=rrdKuc+2E}e(=A{Tr1_jgkgl_^Z)hRd{Y_yNKaoM
z*qZx>Qkt5h5P%2SIO#mtczCv3b59mSblG9Arq$+*q$~O2$twV_Vd{`hi0mH1#mC<{
zbzOIuJx!XwejSwms9&?M60lJ4EGR?4qhRBJ5>1r&`L+1tP+;S2^cER*fWTp}#N;X6
z)AdbwFQGwEcD@8O*H?*gR#AXgz{j||R(}TS3J+-Y(#z2%%b*oBqK9qK5MuZkD(UIr
z?*e$yVCu44>TT=jFoXIBsIYCB3>YdPg)lO^%86+qiut#oML9J!{hwooyvMwC(Gji_
zxDdo!AYLh;(>HMiGR~GjN8xs~3%r-xPM@lx5g_$1p|k=Y5;guA2uA2018&gOUPMg5
zpn?L5pl5_dcnTi${QRyEG^oh^*bHr)kQkciCQZ?A_TcnNaobe`<R5lvmw@qj@utBG
zREFU3MhhuWUQ#lg-TSI#!k)WY4DY`-OogcYi9c{At?8!w0YGI`^w4LtFlbYWVM{hI
zg0ZBqkj<U{4tg8E(<V3=zx4F<tUnKrj3i(5BpL!9j^b+nJTP}qViz9AKodJ>eFhY2
znk~QCaTfdbDh#SUxwkR14v~hi77P>By#5GQrp3GCR$?6VzL>fORBGU{zI^p+>LcL^
z=@~-PV}@~JDqA|2v^3fh7iy}EG(MsX`46l)7m{=I4AYN8;}bY8oYUR2j%rRfU)kDn
zk`Uj!*Xx2>zq(im1t*gJE_4}n;IJpBCcE!;cCrV6Vh-R?@Va^&E@lFCg)BN8(DCTY
zQkdS~nD&<gg<^qf0ZCvuC_}%;Fc3D3zy(36oP3W>uMygR1;P~w&}xnbw}B<>qIT55
z;k$%}CUCO-6J*Gcpm`Lh<KCUT2_Hi~p*IsBuj6rozZPWjm2z?nhi?Pgu+(0^mci4L
zJsmuKwg!~?6l0@OK2wwx++zst(_da#@>ngLj*gDMM08naoYI_Kc_m{$Lgr;aGIaj?
znqZ_?bZ*3ixu?&?ed`-fd;*g5WTkupc{Cj+NFWE38^kB!7v2saBqq8dYQ8fBV)qz8
zTz?G#0}bZ*=i{cmv1}3h`?Q374<EuZERmCJ7_8s7hQ+0}U1HG$bM81XrWG`c`-GOB
z*-fJW+fo`y!%2&ZjFgvYZfU89<%sB=f~WfwbKFv+kycaFk=zB<yzh^i(>;>!ZZ+js
z&3df$xv!k?bu|@tobd|oWQu$h7~;*EpZM^FEt3B5`|0dpaDce)?#Sj!Ty@j)5pK=5
z+hd+q6laUwMs~eHm$w6go-|-?SXPTk4=~o!UirFt=GNSX<K=MUcfH*=MMI93yU9}L
zfvJc!FGkGI5WM2gxv&q<V&9Pi%t`=HI1-G3ybJ(Obo#(4Iz$W5O2h)L`=l{Iq0azi
zPfm{Jv;%EHB)#3>$Vduw5c*;msFnuOL}9hFXC`(hBqE))kb0O;)M<H(*!gR~Xxr@A
zSTFGw#j?FSI@z0Oip~-t$yG0<FB%1;mQ6TK%J%Ksw=j!A;V2s)9|yqUt$<tAp>+86
zy8jDsC1j%}Jgijiqe(wfJ=2H_K#k$}D&X!t{qi~9J?#g46w|X$k7c^xSgfn_`v^?9
z?Iop=HqiUxOruODhff91jya5|$$6@9tZ>3agoPWQ!e|{D7A8)CR>UxTfBm+Wre?1(
zX2va?6S%jaPdJ35f&Bzx`%<;*o6Jz@u_eLpgPN@7I&UA)d3c;br;U=~XDJQjC^L|e
z!5O|O(R=ludoL#H9yJFC4Ar{uBr?Ht2ofQ7Mj_6i_l6f!kOpm$5@STy8=PQX>+T`D
z%|s?}Fr03z(XVATQmHv1B(P`U_dUs3^I^6h$uZk+rHL<nr<ywoh-af^Ap_l8jgx*n
z1?XW1i(V#MBmN(Qp7R?Xf9MwEPUO!`cPSi2Y94>}uN5c_{5aZEYu8d_<NnBfJ;i0=
z;As1ngQc&`S?aeML*f<UkAI5Qp<L^m3&(w`Iv>6d0qzY(KC)giHq#s70A?qR(O#n{
zCX2^sd?r7thZ0esWNwSfH=gV2Zgh*2O6F`*^8)JOZA!_0_mJOZ_l7PJ&Yd=l^yeWC
z2ooG-wSx%&xgcot5PHIERhzAbK<kOo-zs0uf#fVSrpUMUvi;Pm=qPQ+Lg;IzQyB9Z
ztlz^SAVOuAZDhc}(87A{z{<+%T7JB_lCP-7g`U*!8x;2Bq~zP=GUQeIH||`5xRU3-
zt!L!c9b*!it&{PdS>e+<ox0IZea4vTmk~TYTt)(*AgU5C;rE4_dK1jKiZRtq^_x$L
zh-^MWG$S;~;=eE87CjKWmwngJ;3HOi7p<3cf$UXmDxDc^MnvaLg^lqdL(Dq}%G9A@
zH7;{?T;fZ<{aI&10bSy~LI#iAjup&h^u7qoJ`vb%pVjlrDX_87sCUsNT6TJ|oW3R3
zmEvx0Y}uEpgTL*Bb33f%iCO;r`Mo>xea-!whcWkOW)`v<YxyiR)amOnTmBKa_D`U8
z^)jy53*8UPKTBfb(lq=3-pICU*sp11;$H#y1}{yjOrZ1o4Hm?65lL1?ncJ%2-U_&Q
zCw+1}qEsrYUM)bbQBhHSxO@H95Z2;9r7CGED-l727}u=*zxnsm+L>N`-pdVjmidf9
z?*m&sKBXMZn}tuhU&EW(Zm}|8b2W+9=v@G|gN-QTcIgl3(a0~7-y~2Hsu1N;p5O0|
zeofEW!-vZyoZ;O6gs_>>-4|mmln}*pY^$a)P2JIFi+JJtIW@jKaw*NK(Yn!&^AR{j
z5sIZM{BDQkJ!b{~VgX9-Oak}GOO9FIFi+LG?gC;pR)4%HT|-bTs(6wgvk;c-s99|E
zL{E==X=M|arziK|V6$go$!>JRac7F7t0#Zj!=%dQXULl0n$zY3Tpzt{%O4e&1ItB@
zUY<-~U8Pr{^B171-Big}d9m7i%S&*4X2yK_*9*6Kqieoxs-MZia@~dk4~&^#jHJiy
zt^96R2`IwftUpZq`<kE77zkZ}i!2T_M$uLvAm<7J6Dy*HrEb4re}McKSt`=D5+&W}
z2h9&a!?-~+0ego~OG_=~lHR>@T^Z&&m_S84Br7`idhuFUq~%nDs^T`fZqnBvjJ#_J
z+S=Nrb;zVP^qD1S3tmjz=p+(6UjGUsx_mT@=t5PHBXQgL;T-)OzLDi4e5=T^2Oc9t
z@hRz2F^6#7aTd9ONrROQ*w02>ahun!aRr@L-_vVI<CDCUWn`u@wRn)9`3z+l3fNg#
zqQ1ZF(j8mXmZ%vytMhEUOPKp^rI@h%EX%lwfe_85M0>?y&&gIv*jz?&M}5`q4j!S$
zEIolE3G#SsI{X)>8D7D~a~9wb%Q5xBN4F?lx2fsrQWtUxvPAM%<S&tUjLbK=dcc*3
zQv+BYzex{e&F+N985iq1^ns!D8xVhkQw3J#T&r)d;QN2$<pt3pjrH(v8}%X7G;KS}
z!}aneG;n~IWBEL_>M!J$VWLOHDMZriwx0mT%_NKa{a#YNf_GNHi;(qT`rm+s=6z&;
zMP?=}j25|tQbE_hxe(0G{w7zmgX<#<#u7X5$p*AV#6s@{nDU!$X5mU(&Oy0#WYq34
z>>lNiyF`BEp-s%D9I?5{KKE$E;)5ffhiK-PuV#-b2<>-gQme~_EhetrepJ`JEV{z>
zIrIrnV8y&}OMUg4e;h4dHU~9{)whC=`V^GsoIPTDVpHtmK3r&^1m7>*eLAK6t+23N
z55>fWD*(pk4%#3PAt1XzV72i8;8g$;Vp()Z&}ZPA4e*4GBC~mJP1)U3&I$;2N&E+J
zO(6;iEdiTXv9YnaOn)4-l;3<A2#hH<xP`-@V-~3cSR67K9{Bb?h<i3VsaA(gXoW*H
z3h)B*2%?gJ)C{+!Q%q}xfgl9{EU*W58-tD0(Y!AwMr^pzm~ab2#2tD&|91aqXzWB9
zz$d=|>aF1IT%6OUd!PBcPwmLrL}mhcaJdAC=jH*u4kPCC&8gV`1^u=ikbSo<k^hFM
zotZafhvqmAUAS8+HL1@o6Db2^fq_SRzdqZ`O9Zf*_5LZ_7m{`@mIp>gdd}+w_nJ1C
zft3(a_5j)-aw$X2`UtJr>mZCO-z~2qVl{j9_+5Ow_4a2k?GzQe?}m4ANWz3yv-MAD
z!UXs|c<)m_7(Nqn{87A+diA*T+c)Q3RqYGQkpm=Omq*hy3AldaiyA(V(>_w)2^!*i
z_GI7atbb?Vd$Q~CR=nG|@>ouvy+fN>xqDN(#=si|jb@4U$fx3@rf1E6i!CF8;K_E>
zcN%P%@QCiSvdT{rG{XIr%whZwdskCXJ84+9R(07iUVE{Gz%|ip;k2UUz97SgKJxUj
z>B^4}mz;-3MgSqij(NP@_?gxZIpaUfc;%mK*NAv5?vW@2h`uC1ABQ-Q`;Sy0!w@i1
z=o=oBqqNEL@;?AT#4av3A9@pL2EAin=FRDM0&cw27p4#3nGdgJ%Wic63|n{<pXOl)
z<gzQooa~NR;-IlzAR%N@H$a6S&I2&Eev$2qgxOO08k$TqP?G=>bC?gZMr5&hU=w@n
zPhK_9XX^w&1dJ`g_kxDk&QA9PJ9|L&lPV~{cX$jfn*W#9*sQxFLql!)&Fd(`fq1jV
zbTKL^rmh-4!vOS`5|vp-akL6ZXd0QBnfE^tU7E50E`e1aTI}wO*Vi@RKLF<2P-E4{
zi3E7v+li`+AZ;5Mp!aug-i+Ub2W8qz&}s9so4~=$t<GamUh4}4?TuC1&@_8p3@_YZ
z_Wwd8Xl<vcs0iBP!hKeC874($`jz;*FeZ8A-e02ls*eG;6EiN$IN@*Hxz}}=uV=Y#
z5@Y=CSdtSJr~0U4b>Jisyp}*?7N^6g+-$ecv%|#LskJ#sd^|t?{TmPbX~5)}`NVfV
zqxK&bwT`Dl@e7R<XXD}-FGsR9<)8PG7Rx?zy61FaEw8B9{=UEz&XVdTo%aCAumdUn
zH1EwIhu=@z+S?m4jdas~_enFK)*eb}t6ue9dE@i0!<jIgMUa}DRqi8WUEZA|OaMxd
zd$9@jAse%|3YeYoF6{&F4X*73pDCsWdUi^TNb+Ufl51N2&$4u<=+b_o6o3N&j`hal
zAk$1BVC~H(Hr2MkLz>OE&dN_OVSKnYlZADcNbJ%$vB}e91)w<~76ML2;;1qF!N2HQ
zp#M*zJTXHelYWSvo6dCOAQKQEDJJYD+|l5d%GoprkQik*dFb^x$SJ771$th@u{+;-
zT|7}I2IC6@{mzRAbR{wG$3yL}Cb2}HBTpHX-VfH>f<m9fo^h6{g;a^YG-txGn$46?
ze&S~5@o|6OKtrQr#sFq1HOFW7q#CFG>7t{<kik;qyi#21Qp<=Js1ywMAKwutChfA5
zxdmah_r5_5Au4eo-SGC9s;dUq?zsqkEw6L*Io&OIv_;XCneD*8>H?HtmOU_gfdZ|5
zS@-Td6vlBb?Q-R2{WNJ1<ei~#TUHh57{pa1N(3wa?Q|)(pm!~nG8DaAJpX#`&#Wxt
zME;+ML!W?KG>}+D%%QSs14w@FWO}(o9R;UAokV>W7DeDRPN|{W;s8-=?zP-IkMep=
zizVtKtv@h`6dZ<68Ha@XacKv=(s*Xa_UX!odWg~=(a*yH4UEsj@<;fBT|WU75f>M~
zTn61VAfl4(sC+?q9DV<BjfI2Xikbxh-S7%Uxnh~rIc<1szP|$`7I~}zw<4@MevkWm
zZB0<G(H{kottmlE)CDk_5A*kgF4_`m|7vZmO6<W3pG@cL=VZTsE72O`1pw3^Ja|A9
z(*`&#Ose<uYQOo%`^XQC!#WCc^N-DIhwm9R!Pll#2`u&oo89R%EADK-I-Wg)TeAfM
zHld|lo1LYqy^4xhJwU~iZBVq`#>d6Gg?n#n_StL!C#m4}dz0L9^&jV50P^g0x$RBX
zh=?1Smt+uY_}cJ00`X8bl<_ZLfn$hw={#!(2Pfh3zghwI>;FpO4RG19Ujx%eg)DDn
zuPXS<{E7zGVshf(M97Znz<Lq|*)LE3<{-9G65W06bjnf7wYhdd8nNv@z4jHr3x)5I
zo*1lHwhK)1UA1kY9aQAbIvezE@QSxvIby(PLjC%mzx@9Wu{~$TkyHfA;IN*Kjt+u>
zJ%D5t{_ul{ott|X!qs@itx;3{{(fs~>&%P+U5k{AjMD-k0SSTM>M!H&KbOdfs)4|T
zv;FBX03Ser4vh@pBXP7X!!UQk1<P0^A|e7{6u<@>py3W76|8$!s0Ww_7ki$gJy6uZ
zn*yVr-An}2v<?{Yp^?;Ug*FH^#JIP)=nd)23x2H5Qc0*>xx=JYy8mXuX|;D+du0GQ
z|32AcqJHb1n=FajV9{<vLR8p4zw1lQI%38&3IYRU|AZ?p2$F4GB#OBH@G3Ec%@MI1
z_#+<v1ZDvUXjc8^8@3eH(3+frSPm|4br2`O*N4H_0kC2?&SD6}^VfgTwqc5FmAv8i
zLS8>~O-#TsxR~O8m<<CX5EwDzcTcXU{_f9Y=XJiBHT?T$4$^pMc(s_ItkmJtp}rwa
zn4(i^Dz4a#;qE%KgNH$UABX#=Te82g$-IyV{&OhKu3Oq-*us;&9uKtBrLUCKM(<x|
zxHaVI@`_s=ODH~l%5fNa#-^IDDMWRKx_@6a)u*^_N&;-Wbg;=TTI&Fh8yFRI+z-+h
z^!4>q*&>zjVYUIhfnk8QH>BF`w{K73w!JR<4gTMeEwTp-dYR)K4i<dd<)7qbcZ)yM
z^85NU24=Rq5bhgDgoMApk%Ioxk^K+<pw-s=_W6?p_F1^f06`aT1&lTI?b{J}q2d_T
zBH@My`0yC6XMY(;z|2?5j!dh%vQyk8;Bvgr#`_}^IA6Gf0VEY%3I|B@Oa;9F64Dnz
zv%q!?N^#aQ2*`y~lPV7}@>*^bU!(z06@<(OAQLL9s*t~iYATD0$|1%9niG(sff?|o
z=yw>Or85BXXQN#j9v(*W0m2Df4uC4pc$dER0$2f-4EW9(@BNghZ)<CViQ|%@t+22#
z@O6jr2?+t25GN7T$^W+msm*t8i08&>SJ*EmIN+B@Oy8-(w;wN?92VqTbNw;;b%Mop
zBA+k4eeUgsvBp(#GYat+Mi$gPEYaJY8iQlE^*PE}NxAaL#Cq}^s8-_cPvmRaFa8qT
zJ6;vA9IxvARJa2H<rA;|zMf32`EQ?-CAnu>1I8O3j%`3Asmvypp;cynoBZ<O`+C<!
z6zw%VJq?it0&qyvW&y^ouBiB>hDX`dm*)S|zrZmdjrVCeyg-1kXw<vA0n{8Gax-`a
z%zqL!5YI68M2Q-LoHxLK2Qeu^UROT!2Cz9gIg!;%X3$Vm&jF|`bk}pA@S%z#zGbN&
z46c+UfJ<d|lO7xZKnp6#2d{p;j*5ypd<qXX)NElspJ=;qm$O7S)1{hzX>R*kHx7eN
z!fHiDyfS+gRp!gg?_4sB#*kl|d#i0v7gzJj(`49qc<ydZUtJh1UQr3-&P9O)hA%w@
zL%x6o7LRCMue*x*mT}2w)#PCchaB0C@uUINL#TJ$ZTS~8OI~z?l!Uw}BP|X1lB;&l
zw-IcgAierpK2!<QZ1Tge@G~qfE<(%D4LTV~yScouFs!AJr9vqImH~*Aq$qe+h+Gi6
z!oiA5`BGY1dS)HqGcv5yGhqFio`iXvoj4$@U{MSoU)%P3R_0pXFk*SxmQ>KZ?1s}0
zOXt{M-ARV%Nuh_tm}ngL&g?-Us+fC0I)~A1y7?yEZ^o0YcV_M_CoZex*XLOl_J3&)
z7H2AiB)a^{uJg)q`_WJ=GO)S(k4hLx`D?VWf3W~x=>+9s?QSkU=h)nM!F{#uAMP6E
zFKhDI9=p13A}6{Ahc#A4T`BlwoQk$jYaJ9sz7MyZ@9;n_hihd%2AKeW)vkb!WZgVG
zIB27j_NKb%sd8F-&s%w8nin#<uhm+sDbje4LuLBV8jQ=PsHvnB?HK`l7lGsrxewKG
z81zw4q`{>`3cDge>ktvHkRL761rQOHa<<Ab$`>xlFq?xFkdQI{b6`MKaqLv;m_fLR
zmyx>ClR{dPe=p4~ZqrF~rTfu-uDWAq)WEnVex>ND*s*<^eq7|on*6)UqgVHIPRpK7
z6C@k9&l8T_8JMTXOC0zeyWL*>{AJv%N0RtMhxQ6DD*i1;Rja5Jx5EeQ+|=360!H=N
zjhJ6Bu-Di9{h{~7%P#){p9Y>5#GnoUs}6{L>5Fdiu{Zz_u(GJ&(jc9@I9Uk@g0CMb
zSV)k=kXQq15u3>d^h*>00GZ<-e#H{(CHe|vI%+`n?1*7-fNKppc4=y{5-EQ(hji8X
zhp9%n^0bY$AHCDkD7O(_!te_B=`bTVL2Sa7JDa?O|7(BWaYgB!3G{iCU7F1H03E2V
zkrKX5v)TU<9#0ddeTsKW+g}_nWP=Fz-CTxBAzJ`oGXAR`4r3-iO434Zs%US?)n|F?
zt+o5q0R$$G^;u78waFS9?LXdYh0w^I%*Ux$jz%o&PvAa<nf5WcD7o;d%$_nt$UGJk
z-OSP`Up+?yKF(y8SndQDK^WZG(Zt#E%1WQ*^hX=YtUVHbNBKH;d?$!Fu>xL0%p8b>
z2>@_Ow;Km3e|kNn$c}M+`SK--*#NyiApTicyL%HJ(;IIs>$)8)tE>4)AOh)w<uRQ6
zjm^!-B7Ywrr|zjrhhw)#4;N>bY*%`UYe#mpjYnKwcg;));CU#U;fawJ^yE8kSKrML
z7_1%nplzs~oc!wS`&QCh?UdrNPXR@u7p|+hIhHrH+iaGfoj8BmVPHNG{5ACb{O)`B
z`7Zh|lq@kvIAx!QiwlLi1Dke)8Ur~}kw}y%pVQ|!fYJ77_obv=>fGR9oFE5mr6AAe
zi&5gaX%EvmC8!=mp2f(8<bzfMGWOwI)Poxd6wYHcPPg<4RM*L`P&5WEJ41SXu*$py
zxRZUvl|DEu4|*~VWIv_3;cKD+k!^>l00g-2AqOB_Mh<ev6?Sfdll>@|<k6j-b(Z>L
z+z>(}meD>)l5$iFLNgI5;Gg-0V^a+nD}WsUJ(Lv`u*}gATs_pc3c7+>;{2QvhLorx
zS-*VzWPW!x`@vOA<4a{9>$yGV+Nhao5s#n9C}rsRkaO|hz!X%Q@6g)fb5yk(DV?25
z-(vB2zwac`87wJo*2h49$~3cjd=wltP;fcGqbo@<d0(qs!D@pg`A&~<@q$-G=Uexw
zsY;rlxugvbY=w{BK^sv*=dbUY)SR5>>FLoL47EP6ae|NBhWsTt1nXLXUMhf{5mx~&
z57@sX05&K%T@Y%3HMtbp4(#W<q@=x-5x+@~lbr!*prJ`}2nZyq1c_m?D6=Th@1bHE
zv_YV}s%;lHj}Nv$kO3U!KdHhI2XK7>sn~D<70EZ)|1c8O@so$Nea?ON?j3eKuo_K^
zKZ&kbDtvnW1)4-nc1aZM0J$x(p%3hC<J)oSx*n~Rzi@alTEQl~3}O`&1aHXHz6ck(
zW}WLp-n#v%AczBkuw_i?dT`an7XrNs0MNC>hq$=75WKn}%s2{d(zABnBp0WNTH-3>
zk-S@eq{utR^+TkI32(n8WiSe*8t?F~W`^#!G*c1}d7RBCu!L}=``q>@J2C03>vDcc
zKbg?-{X085x%*6o?<@m8UKau5%yMFv?s03asB}eR6Ezu)$BCAk6MvjrigqQoBNU}V
zK@V2v*6+$e%)hX7_gi${QqeH5bKX9GC$?qd(=#%b+^71Q-sxRXI&gJ$O$&ZZg<XJO
ze=o>7-jk0h^&dF=^QiPjZb;fkh>0<4R(yh*2gp;b626g-u&23i4h6|<c0)LDrJJok
ziLdAU0O|@~=%4O?NU^^@-<+{Zyx;lEK&wRP{fqyuwE!#<5Q`>7>`VHK?@N&o>;T+v
zLbT9kqHm}{%k1zaM6HB>fGp#$xh(fuD_=^g4F2o>wpN85vynzg!C`W;vQk#IMM5XL
zq6Re@y2fUu6OS97cAWC+q*^FgNxqVJRT2{;YC-t4#^XW6^Z!2NE>~feq*dV;kG|Y@
z@THc0=Xi2xhi5d)7}%3vA*`&Z^_HHuH;O*A9B~*Up1dm2YpKU*A;#p6-xf_)kgryJ
z<>h5ZJO|I%quevIXQ#*QcNuff+<P1*-25J<1Z<n#pfSFCENS_<eHiK3#y@-l>2y>Y
zvpfw{VZ^7L$vcm>D3_fyo7!1AnhrMk&R2ILqEih9)-D)JfVu+6SqPPSLkSsPG|_nS
zjxZa{jgSUh7moS@4Jv>K42BVaQM~UFaN0CjtWP({=GS*Ok6tX|K=mp(wKhYJ7`DFN
zetx8U_KXnb3FRZ9&hAxgu=jYLt(+${a_=(y4xq?An!9qI-?0e^<7_>S_Ev(u&zo!i
z)2Q*de-#<gdH?&s7Vdcg(s~(iYDHta-Tq2Q81<IBP|oSa#&ccFEFM34;-Akf^QQ1(
z{Jh{#4d^5(tYRqIuQ!&T=k;Z_K1Pqf%DYXFH9yWCWempYx~iQMNZtl@hxq?TfyVYK
zoLT|L_0Q|9z`DY41Zl6LdoT>9?V+}`0h&(b>=20`C|<}m84xfv@qYioVv_S6!n={-
zUaA2!R)x9&*PF3O6T@FIGb){nZrT;tZ@<RJ5QQq$sRZG3urr1m3<DdMp#K6rfRFC_
zGuVa+dr>mOnme8<Dzdsl;f6YqZG*bR7NNxfw-gloo!K}Yz*V?G^#=LGj!S^U0d#@0
zwgXy+-$5v66v5g*s0kEwizg7<?$?c+hkuhE%;$0H3Nl1`;6}HZyQ^PuGnNcRcyz3d
zu+0Tpc5$>wt&R0hEu3EG$(LBWChR!yR9t#x%$|*3rri_Ujqlxq;33CH><#gg-P`M5
zOQo9}ER$Wg63+_)97FaCC`K64ub^RD0I{|_cq3tfo*=B?JPvAw0IJ)zzczjs)LV>{
zt-x%`scoUF%LeIaZWMwL^$G(tKpiZgANuv#v;OS#2<2VNQGzr<nAH)e^gh;S5#*vM
z(hB;zB-jpAwGC4n3|nEV1$Bq*<Kx=f@Wox=#|8z#!D42L)NQyXxLmbupQ&#yZ#X<3
zuhj?%JN_L-v(`8FvcJ#tQ>J^=qn$hA)KsEWG}3GSL8Uu#v$g5>az7=V#Iw(akdF6^
zx+?m#b8XJV6g@FDUDDZGlSr_pBVT5e{)zgb(^~E(p@p>5lfc)ZI>o=}2sW_I3&0Ez
zKX~>2`@j-rILgrb8+oY-B>@Ra1`rgQusul64SJfq7+4b`&cnmgc3&wTdKenp&g4fL
zs{!pRAX~kHMZ%aa{>~w<`zl-jRLZwrv#|`2TsIt^_5Wm<uf1*6#*r?JZ)StpU7VKs
zb4}T-5jHY@mc;O>8?rc_`b;ao)Vq)nne*e}r*F9d-82dj<R(u7rfSuA%zHEvN@=*p
z!rpar>9{%eZp8`Iuo#Yd#V>@?VEIuS{L-{Q9aMHYOT5>xpy64OK^v%m0yGn&qrJr&
zJK$z}e+hjAcmyuX@p~{K4GmSo{|Cq`ss$Tl*qe-p(5an*W^%#H*%I6Y?XA#%$a}DW
z;2sLkOnZ!U`?ZL47<D}ZaNMA|@lB?^2DgLj>A}3Cj)Q{(p7%yCkZEA9c+<ls@CK%!
zacKb&5N{knQzz6^4V9kg?)l6cb`01(N=pjPD_GJ{Wi{=a#(Q)K9VdYDsOV$1NZ9r$
z5sgo<Kh`uImu%SB8Fx@IL#$dx&YLePcBAr@QD+RM;ptG_XE`<D8=+xm6W?<2_f`h+
ziGD23=w{~q7Sk4B$&OU46>%A}H$R>kl}xMt)aZ>BM*KMC{eH!IBjU!^N?%YP*79lR
zo^2%k6~Ta@rg(9!-IuNg6Ty5uwzA`22Nwj4<sMk5jU4WOX-$hGq>-z4bK6h1c^O7(
zYCkh!T)?cPeYie8PxyVC&!K4eR12qoS)X9{vcRI#A<?+Q_c4w1J&Ui=Iw3a*<$Nd`
zu^xEjG<Bai_I(O6{`#{HJ7c^qRL)z@Q;ui19o<&Hb^5~>M+}O_tVZSbt8dUok{);)
z!!zqD$SVa<ivRk!ahU!gTk4Ei4x2Qj0$xqImU=kVkTB$6IUe9lw&<sFsq<B*-<<d!
z7QY8QtE|)F#kt9ux2kMcO^FA+A|_mM=$emr(ruJa$12x`p32yKNb)Ff+kRXcy(Uv_
zGd&!1t#hfiD|zAFFG-&K=gzEUPrF1u$^R(qnZVk*=jB658C>i9;b<}S9Bhk-<-z#e
zN(Q*k^`coAj@Q@V0nY)sZYX#qep!K<1dyw;!or83_{0)Cer>uAd>9xs24VJ@QKk6^
z`$@2H?i}3eE(EPD<TTvKw$kH3E<)#O33apu=B(*V>~3eUXfHggbuL{f27(<v6qyQ7
zC)h1P6RZec8PpW@E98?i3{l_&L&Z&$Pq>S4uR{H$l>zGbipVN(M1UVc^3dkK;L&n1
z<Rg<nfO-lhmu}4rw3re*@%ZsZH-fR=cK?t)ypK0onC2C=`!vRyK@Q`wKnXWbigM*}
zbfB`B=5C0bWMLsImYfvgKH|Z>Rb~6f*SqSESCNsL4PQ0}0+mxEqjD=}xOg}^^j~`6
zJ*u)jKr6FvEkAmL=CPAsRjoa(97giao#YK$SFJ<G*to9B>=FlqvP;IiuLj5J=<=Ml
zxpvGQap5=pkDO_<dzR&R@`LG>S5vM$5xI2>p?r&l)PCb0wY6wSRdT3ofXVO9d~R+(
z;p9oTr|G>;$~k`2jdBWFrf<U|-$(?sHD~SiTUK$fzF!IOy2G_JscmS^#E3CGtox}A
zpT2r{kig;9M<prgp?|S}`J5Vz_d<1Oq=ZZnUCq1Z&lbGjs`mGN^r%n>>WI)ClO>H2
zXJ0#AQ9;KHW6~la^?1K#(tYc8>C;K1%My=?+NX7E4?#|XK@Fmu6LME%;RVu{%HN#L
zNCn@y$vN@8E?`a)`KLufmfIqrG9=dL^&pWkL+)J`@-;E>moA4y9mtP1%r$g%7G6@Z
zrqe1F))sMIH{VV_v6EfLnysm|seJC%YWC7=l&?ssa=b}uuBb>`IW^x}$nof7Zr|hc
zo4IE*!@*Omv56w^Glq{I=&Dd^mU{3}H+V9#8-u)ieGTN(fDL*B0mG}DCV_((J=)Vr
zp75Uuz*q<W4-D#F_d_}vb6P-#zO-fyu+>Z-bY1#N$YFE-Xs3+_X8nvZlW>0IwV@BB
zMm`Yc+uQ|UR$e1k$*LBR<g8hw3lNI{XAthKVqjo2P)^PQ7*Hxte5fx)sk|?q?f~}-
z?H%x@K_EIJ_!RDv774@{2y%w9$fhqzMdOn+HUDBOU&6CZN+f(G(j(%R>a%&-Wk%bZ
zd>gUHf}cB;?MYRmbP_Y2{X3DA&a6#j_TU;_cHoJSr@zO7SXUSZp{QT&65|P9PUQ5@
zii(?Iq=zjCRUn<z+{fm}&kBTR`z=Hd2^ba)Oq`^ZsYQ*%oIB0*y*8?!X#}-rW{n~f
zL)NabSH2wPS9=s@Mn^N>e1Pdbt6Zk$Df|SpVk}s(&Q#>JV9^v!(<4e{36d#=JLn@?
zIcV9P!=p$YwlJt3brMnycLK0NSLbuKJb472dW*A)6eQKC%1TGJXK>ya>hihBWa`M2
zI39eI>T||pV#|NWvpN6emvOucZFw>VCO*?YOiIN#Y^DCSUdcl&2cqI1+&)yhSlOo1
zU3__w2@_Aa$<e2N;&Y^SJ4-;qkiX*WI^!EF1sA_zr>zez7BP385j+}=i6T5+k{u=}
z2s}QdCVF`<zN_^sTU(pfXwV;nrI_Q-3z`tL2g{hfC1*5x1z`#VDNG3Y5<tND+O_JL
zvc!^hPZ^?}FmvvI0VYgCpjK@(4Wls}VC|_Z>i*eFYi~LaK$P`ix`U-25gW^n7S#*B
zFPR=l+F^^hboC#Ez33MLpHXNV^drM_*(5=$7Nz7cAE})*zC1NWo-Jz)e#020@_Jl~
zXojl&*N%-ujrGtjeMu!6{PN`@>CG@)Lt;5)T+H6HAn{xDO1sv!cdRFG1Saeg;y;(H
z3}lGQ@PAsV6hhoqz&tBTBKE!t567OLGfnLx4?|!2r=%dfqtVpfumP5^s%3_-G!HAR
znXb(v`(yVt`(m`JOP_oaHfNtX$$N!7)r!(2Q(Z+DC{;N;+7Ylpb5ab(xLss1?mD4U
z?H$P6P*ZFg*%LaybA3GP6?N`+q0fjZ94gIjQXeyZ(~0uRYWmq#j2jY)wDwo%r#E&#
zx6qbTGbje-y!jpQ<9W0X=HTFzrK{T7x6-?F9$d0Brrin?$_G0Ln@fpUKdi*;<mkFr
z<>}&r(k7_-hK7~3w8u$vb*#d~4luP<`&KY(oC(={rE~a<g5>B0@`6l{B_YuM_uJ=}
zmnHFYo`0~VS5%s&GLZ{E4}NlH!gRk%6hIgTSkf}Iv1wJ9oFoyd-B+nnqNDMm?G?ID
z<exx8&LuWAo6h*{gWwb=FLa=pY_BUeVh$HuhQU7=5gCabBQ3lgM$4Y67?K^SRNl~_
z#AVWhNTzIj?v{#QFL=DY_;e?^_2E=4cAh9{;~4ZWi|;P9<BnIx47GhOxS8j){eC`S
zI#oLEEMEq_?HVyg^|aO4w4WL2BWyeAiVbq)W<B5CiaBxn7{BBD9$!vwCe9TX-gen(
zSYRNeoJLSlaq-r$FtS<MeRIa|Lr#}fk=}Pntx$h?W}!eJ8&`2NMl(+|FgDu9?AzTZ
zG4|H^NiF#J1H_&eAB_g_d|NAPKD#LJd`*u^=_>;=G72Z>Eg>W2nTcv|xBva@JDAu3
ze$KJl$G=wVjOF6^EA~oN)p+<^F5RMYmwZ<DLhb)h_tsHW_HVzSg(3zb4bsw$A|29Q
z(k%#x2uMp?NP{%e-Q8W%DJ2ck-Q9C-eSYVC-!s2;=A2nGXU+K6vwRfy-uJ%0_jP^J
zxqY*`VtBZ|@8PU$fKP>R==5zrg$e5`(zo-CH?Nv8Fkb}{5G}wAq;Xu<OT?U`rRM%E
zAQXi<57=MHm83EA5qh~9EVXxtT<qrF0+XR&Y)<eG6vLeP9-<lDZErrKV`areC%&A_
z<&=7ua@Al3bkrW#3f$dy6#HQH@VttFf<#l-=HMdHGNFYV1oa>By*g(M+hC|`s(sJV
z0KJbP<n4rl+!C`EC(*0S>XIu0N4s@p!_R9{-R(oEr+=q0nSDuncR;Uf39|b``H8Om
z0{N7l5p+1jSgC)f$lWo%bG9+i9=Z8ux5RWD<#O3h^z^18r*w_YAm1~Gx63>23xO&x
zF^?b2kE?}bnr8MRUosrBt=P60L<M^ev7MD49p<mReTVj$b&r0-g6=5}=GsT{>Tix{
zh1k4hhw&?GW&>$xylDRO0;?l=au($UoEF)|sWdn3sOJ32(SjfFrC1+(V)m((N)B_)
z$ScN>D>+45u14VWd{^O<4$hK`d%J3y7fAPnsb2M!E8lhtx6?!HObd+yj7f)R#6rCX
zGSao>WzPbj5lovnen0>M)itu~9jt>uuN)sAlK_O~bd+0raRN*j2oz{y94^l0ub#sK
z3QUYVkTm%C_-Ov15U~bE{#dKAxc(DWb8}kG9EMzP(`$L>K{Zkl5{J3gfF-a>)h>Mw
z_a%Xmt`bT+K~<LMp#|ia6i4%CBXq?uX)j~Jgg@`M8=y8|nC01;lO!@CwP2GV?5_eN
zP9Bqi^bY9M`ZA|JH54J;x<!eH9n>mD=qD4@u5w>oY{`1(U2CSdaDZcNrGv$4P|Hl}
zheITuYD`Ry&77S{$wU2wt*oWkI0-ql3}u}CPcL-_m5L|4u)<EcWu@2&@q8NA%rgSG
zy?pH-p!>?Xi;7BSGIC2K-d_to5UnCrJaoD*>u|iv)iX2Opy+*JFK})0d@7D#QO^I%
z4IW?rYV`eU&T#fktG!yQu-|PnBJTK>GpjBA^0k0~b%A9>Wd(LiWRB|^BTB|%LkxCF
zq4~P9sv|=&ZPMG^^pF<J>%@mMO33R6xfErt7P3y?2#vrdb6frFH=(6vD(S`ywS2Ac
z!1%%5HpJ6T|Cq_<is9DelI86@t~)9Nj9~>GHz+D;`<IQ@ZsPuQX(b!wWZ9?i(T&Dw
znsP0g`R>mGdoe~}C>5?C)KnOGkCCqaNUzt!NMDIkE^f{n*R7Q60Y;kDC$wyLZEmh)
zJ*CbcIl^A&4yPxqgCoCpIL1_+uI4lU8QJC4Llu<4&MOKx=)5c6$x<Tl2;M4ohtDah
zV7i72B>!1>&>Dn4GpW{aHv`si26Q<w6(<*$In*I5P-~RXkuqE}1)fj-9)n6wR2l0Y
z!Wg#+3OfL8{aky|i`Ag<#lr(RNqX-)w|zkkHGCx&!3_daJN<>tyLWYszjd}h*M$cH
zT0#=*9r+%@uk`>gfV8vcY!uf&KDtg;rvkkz`Q<RB3439bJD)zY+yR0FEe2u2h9)Ve
z9Kaw+Fu}VdHg1h)?+C`H<qK_QT=Vzo1@l((cork2jT`jEyJcS~$w_nl7#DrRVT;0K
zs5ov*{4hKm+wK^PatGJB$u3@YUCl0p7S-zua?Wh7j=<sBX}hHvHKmcYid~yVJ%?S3
zKyEG>fks6`8f{Is9}$kquS$b@f!e8BEpj_T6DzAEXgp}jt@VhKPmf3*MO`GFm#K=c
z!aF;3EX}MeGeg-DZREkiD}o{1^|maxEvL<m{A2e5Ov;I>ld!31e=m$5LVE9orp`)A
zt}7nS2h#6VdS6@CqJ9%n8ygfd`0+QtkLf}*KAA+wm{P9Aloh3XTu#)O!D@et#_H38
z!k^pcHYEisFS3%#Ca^8ddlJZb8BR`ORz6EQ#NVhs*!}^-SVCDvfd~)445+tKZOw#v
zYu}~Ve-uDITfb9|dPqZ?-c4>>oKIl2zfV0C{-Yyv=s5}|hwaJwYNA9~SZr}|o~lNn
z%VuFqfY|nCrvxv(Qph5V2{(^o-q_8^EjBcja61=O81f9{puJ|}*={ME(ysoQTh>B!
z7!vmI%=&yM;Z3o;mG;J_is@yJv<;rIY~J@*zb?nA6??U^L$K)=<#}AJS6bWgY%&+R
zUo^MjZu*s=?mrp+V{W}ssK}Fgr=72u<|hAkKRC;$R3Y310`A{xPY8*|%f$uLpfs>F
z4gl#vT=3@1!$eLF0as-enIYXsTjF&&W9Q(&T^{Y*kuG!)6B7e9!@#L7C!C6^ar{@w
zHkIAN*H>2Xu(2VZ#wZ8tBc$cYGeBxWQMc@KT+&?QC8{U(Uu){+KJIyYwwoGgbxuC#
z@e?5@=SU9~NFZ(Mld>OsNzFrrJeI0esrR#`;TkQC@`aFFLvsV^u|Wt6T7XhJveeBQ
z{%0A@ab>};gp?H-(Wd3jikR6-dw#3??l88;ABj;FMJ!*w-jTYZXd&M*h(k=u%uK_P
z?h##mBDRIQeYIDL_)rM<ATkr%P$kDN-B(&%B;a5y6Ps<w_={cGT>)o8@8)*yuG<tD
z4evjNB^HXfM&~&Z(9u8Wz9*F@bA%B-T9sQO9Gq?D%%||5R9;!>SGYJ+IEY2q2S8}G
za#LmWu;$va-_KDwL1jj|S`yzq+Vqq{uuTN^HWqh{8jnZ|gJh^_bhL#t*VdKesBMH=
zYm|CmT8Ze<FYh%P7F&`2+~!vvpR&u;io7p~tXQttPyXnoo~Vx+z|$-02QNT!;X!ro
z7A`CAZ^}hk2TsoNF)ojwBy<G@nt5A`!s4L5pdOJHADY)DDnC7jQ1Es|7jLY7k*(kR
zBk?_XC4Ge=;WCCn*vr{<y)S53m66iuayYy(ICwe4>8VTE--6m(FTt%hQL{rc7XR(E
zZIOiP^H4`5A3D-I#CDi)hyv26Wu?ygd{qaPvp=WdJjQ=0qyA@+?$R0}Y6Q@ZhGu|P
zI540%AshbP^S<+SkP3+Z6;O5m8vzxhL_JjDNQmNh(m;H*Exqn4ez1=dH2>(ZK@Z<D
zA)!rL?POViBRTH>LFW;#_}@Asul<kpU7g8xlq@VeASw9j4x!hGVv;v+XexjSq^M?#
z$q?J~drXVruczODj^0%JeA}XrYyT<3v&SUb?fEg}cDH)|g#|P=eI=*B;d6Q|&`_Qy
z_vdb;5^Z~RMVSf%#yFN2xJ<hIAY=PRBG_0<z-bL7uvlN~^+B)t6I@5Uc#N{*;`LiV
z9ch<aCU<Xx+B6AHe}EB}fHnui8R#Uye)k#1=IL~BL_CApx@ri#OIeHp&>lAH+@uRW
zpF;qE?Cdt7P%ONJ4Gjb1i!m5ew*XfscUbNI>h_Fl$Nbott66h<-F`uJxq3|f(FEUg
zGv+eEbL35jmDlOjV+>#2#W@}%n7gC9Gvnuqir_rqjv#a?vrRwR=n68|4nmAk9+tsU
zH+8|~4!HvmvVk`N;{Ns^${rvP0nqnyMN>mK(eHD+0O<&mmR7!=TXP3J9UWi=iRN>F
zBtbC%-NQ9_{6Pub7I4>KjjaZS5%}IbJw2BoH|zRMT9ASRj360I6>s$zM7!^&AP_WR
zY-s2ZRz*sgs5)e3Lq0yf<$J`Tkhs;elvgx&d(M2U%CQuW=y-@yb~3YT3{VbT*>eiV
z6;?kf2`>qm&`C6GlT~<>NpdKIvXj}M9iOi%x%@Z@CB$T|jn*J?U|^tjV=91UUO{MB
zEi?sj4aNM~IFTH{)At^d5<-qtZv2J_%GT>|!36}*UrwD&MjjDS(Zn3@`xx%>2ADj+
z%){l}SYIc=PUY^$w8!^{EO~JAG0jv%2*M~h3a!^BDpgqg*!R`1XG|$8D+kgv8|@XJ
z+<aoGi*Cn3x&{ZAv*wOex?I!f*?cGC^3tB;AYMLo?)7(p0`cZ9czm(UD8Zbp4k<}A
z*7x7)o4uC)ASCRS#7gdUXc#{ho?1xoGiJb=&r(Ficz;^HN9Sa#CfEX1F98OqM-ksX
zT9qT-R%=p~{1r1Ozm~`XF+F<uQ)=ql{;>W*f$?olxx5KT`hn1}UV2U-kRhTNif?%A
z?~;&^=s53V{-3aJs-lcqY!*t1GEmY7PS$~yVVg=O`74AI0W<u_e0^hs*J?pZ+{WQa
zMkNSWKnZ0&n1P8hfmrT!{L&yJCkT;UzB3oY{;tIY(jI(enV~GnY31inL=AGnl^U=_
zfuxD;_0KDx<8Sz4&j?PhGqL?#Yz-g-nE^iJDFdCqRW2mUqWf`5i`!*ct+}&Ps=C%+
za?-+pHepu%RpYliM$MqMU5H)3a~4eA2wITKi7IuADL<``SEFSJZAUB2=H_<;X{ZOe
ziiS*Enq|AAg(~hyN*!$tU){Uy<$p(3s*wqv)T-xo8$C|4l<9g~L1n5w_5%h}&7ucg
zWmbZVb38u2Al3ac8(N(0Pvj%zU~jRrH#X$1!#Q+t6mKYc;e4<nFrSRN>FhEsRcl3=
zxju!ty~1MnQucRHOsfC1^Wu25lEdaRspG-cciW0$0%sp~Q{fKvSGiaD{u%fBotG=?
zt4Bgd7)RFnxtjcJU%6q1Ph}GDk<d(bBBsil@DzMs^277TVPfK3n2s0nrt<-N3egjZ
zniRakqUmYZEl;KlMuw>G&W8)pY1n}-uUYHvwm7|ZvA(R^O}#d&N3Imq_`d=7CIw~P
ze}{Xc;TFKY15tT!>s)|uQtlpP1h0V*4!$a}XDeR@;rf#ZknvA~Xc2I4h#XwvclAY&
z%mp6;M2f&UInB(?t=UfeSfOeYjK03NP2m0nTe$Eg49u)%<45rAK~4ZAv(SM^ItLwH
zXHSoLUy?YWk{6Ixz~uHmJ1N6ZAIC|=i6LMGN$L#DnJ`EriX%bX>V!xUXaKR<A)p@c
zLstjV(fjt{4BiR^0R!<zY_MDcfe*Xm-r*rgyN(g6wxuQ2Ol5iydwJd!plZ+;zeTy8
zN;9t<gYm)XwW%3zre!fTW~NWs8h&h`p8iY1m|zcnk9X|jnQI>&#<(6&2$Pq8`8=D8
znJGd}sbbY;VrCfHGJ2ER0c09TZ`Z$>A0i=LtZ3QTRX1l6^01$C-_Vb7+zhR({*l!_
zXr!ERAk}lP)Ns6fq^o+kiiXwi%Z+TuJvoKskytZLT&0Y0zIzd0DJVQLD71OkW;mqg
zyzp#z2%;bM|N5?F`u4sX_m9&QiS*qJMO0~z*o2CKXC&lE0S|+G<=3;Ptc`T}$Ix$q
zKmJEGw1cQ(6czu_4Wd<qk(hqtw`vb7U(B0txpghVl5>UmJos3g(+eRstgA$312dMd
zR7?9s=L0$`T`QI98}uc^T3U#fPIpdhUk%8(d2ggoB^lH=bey06RMj=#YP|JD_9@oy
z#Ow?;^YvNx!cA(%^2?Pzj=6U}bFXGY!^d8$A$#~*loV8KlkS*V50s?(=hL-wE;d9a
za2U(ADF8sB(!Fk(_tL5=z5Dh>d{n6&19ldweYWX0N6}E4p-R;@P32#iZw8bYkj-Ol
zit+w7kf=}YG5qu>doP5h8ZQUsQ`T_89N9sD8T&V_Y6lwxB+l6I3eiP^p`ZuE>;nt=
z`<RTPNkT~P!HbVr$i9h`U<~T3sHp7QJvS3l&DO5w6d}*(!u?d|`RW3QIz*E;?1>4K
zee9N8q--k{Gr@*cTr~MaE=MF4MqLs6^|y%PxV_CRy0$>{&Ky%^9}>o!5K5cQ@TIvi
zPHzn&_Id~(WziLrkT}}g??a;O1Rxfx&~(d0glM=oHns;*Dm-}0L2sH4Uu8tw^>pn&
zCeq_l$Uu0AyGQlxrhj>M_Wr$}RUhyJ2{|9p2UAv)9g<?iQ&za9t76LDqnl1%$$ccN
zHFPGXCP_%sBPu4Yw1$czbSB8=;G$SY#kr<r)IB91@+h{s$@Kl%Pd<tY%MI?XomJk$
z3s+2<Qd`=-QdMzE$qtPS7HXC!efrw?_&!rjqw0#h!t+>zZ=FQHwVC!Ww5`}{N^)?p
zb?a==<`#6JV7yVUTQ>~eQNq7=7J$h|y+M*Lu=Bvbk7{^B0aMK2*8<kLm;IXa!Je=}
zU~)MJFMCC7X7{bhvpM;mgmw{fgOK50X8l2;$f0iQYs}Fu%)K-7g)~a5@<okhmXocq
zw?4<d+=w4{prKPNVlR^G5@{SDJ-F{+SUZPJ;CA2!yJ@d)%8eqVB04!_%vsC}m+O)a
zF9W~1hz8TR8=?7lk8%xkN1{$xWe(I8EKTP`RsB}6>nnM$G&jUn|9ZC0Nrcc(TxMfN
z`)`FIOGD(%-*EWAK|m%>It4=Y$^QOA$Wo(nF&inEhY1H%PXUT-#R7e_X`gO*W6;D-
zMnPC`FUeP-0SvaED9FfiuGmRa{=6s11fUEjFDMFr4vH2Cp~z0EU@mq#pj)W`mJVjA
zW<?Tp{fx$u?uCq1k|tevaE2<T+VVj|1QCjj`nEc3Y`q_Ei<q@YJ&3(e_FNwO9L;l^
zN|vVK8A`2QID9Ey<^dO(!1tzhi7~)}TS=Tw?vjyEI!$h*qu03A?Fp6PjE>?5@_CvZ
z&0xLsMTKJP$F&u~*!DOdS72P){`t)iX*^5OyT&R&FV->mWcy@ZKFoPOV2^R*<C&Vv
zl;70mgqbqG-IWq1$MS`^oA{{}6y*Xr<9D3iWbYlWIxpPVNy5Qoc{NdWTvKa%8&m6x
zz0u&~WP+Ym^eXvjDP^rk-kyzQ5@iW|C`0cDYRs+dl-egSalR$Vt=&~@o?ZXwFK;HT
zoP?!>G=v^sPjv@7FTZK(s9-YEgst=PO;qb(LSjwk&Z_6a&8I|hvpy>^3JDYO3Jlod
zwUQZy#hDdVReZ{|Glaf7*i|_hW7zNa8T9UkDcW^n#VR_fV-Fq$73Ea^Vyj0U4x&-4
z7g$zIN^6$viy=lVAVPcUSmP}?o_28CrP(K-(4=o%tA;3!xj~4eB9;RAGcjpG0xeDE
zN!%Nn^lL@{B#|q<8pPorKSBu@tP=zL{Nr4@vpJ1aGpJRd9)Rhuq}?meca)JL3rrWk
zPH4Rf;^K(KX+tG5R->94@pGnTs+oxH_FR<+vopiSc+B|KeNbNMelfu4y6xE}W2-I?
zFo@jo3@gai<c80^y^V%=TyO%y**gn;mh5MRg@VW~b28*n4Td3W)hmW*j<Kxvc|Txq
zzSRy_<!v3viQ16m#l^e)Hd-pPa@2Cq+kRMHn%eLk9jr9Dp>8OT)t+hwDSI?7`$>#{
zMQM^9a3@##@4<By{5#%+8%^@$+OwBegnt7Anf6shh@6s4k&Q9D1e2Pg%k{O;H$`70
zk48ZrNk*4<r5{Z$czR--)|GyBb^r7{nF;%nEAn+nL4#kfeN$L;P$}AHUDw!iJ5@|%
zf>d(zMy61@8Rv(T8^IgvgJu~<{|#j~SHBvn9gTVy(T=GPxSX(7Dac3zSCrcjD)<YG
z($-JFA$G9&g=$r%RQ=3{<aF3b8fO8!D|(XmGCe&#93U^%=$?g+FmvF@^)dtmf>mrB
z-c$8Z0E8Qj!w*2pwWzGcA#2FG`qTodN#i|i3xZggjVCa-z|dlH_bbP{t>4d&H*}y+
z0bW87)#tD8gPUjfxQ6tLu=?G$7C&0#e|C~3YYBb#P7#MqK#~0vi<V<^a{V-IW1*ei
z;ef+2!T4$^1=2Xi8xqrxQv_csV52Fqpgl{SB3Q?lTYh@{OX+fWDL=U*k&ez?X-+WM
z%19}vBwL2;ta5xRZHyqyLV-eiYHM+3swJba-iBharisVT?PlU9p1dS%OU8)1SpN%{
zJB{SckUYD_#58Wnj3ciDWagMBxh@e@YVrIdzs7XQ)eLn%<+onA%=p_MJ!VjzEqO&<
zmCA|O_?H8au0r!`|JYb1JdtKrltIRi@iE{d!VP&72a+vgV~GM09rc%BM+ez-35@?U
z>5Dx&gg-&iPz-Yw5W}VU`Doi^V3hz@QOK0ACO#eb^A!~)eyDAHen>0gO_M3&iRi=K
zF$w4d%cwh)-UMd_GzSzhzniLY#->xvbG>xg1EVzqg*JxG>}<#osTaN(i6R&W^drzF
z<i};i#EwokYkP@^ZoL=-7c-D9z64wcfchfRIQq<i7;h?Si<KE?#Upx9Png>z`r}k0
zW6J5F%Kac_?nluSA-RtR<+CFHg#`qD12N6?Hx+De(nA-!{h42s{!Ox1H}5z&(9&2=
zYRy-NZL|nYtM&3d4~ZjH%x21eb6lRgk}+x~?A_rULrL)n^<K>}=?>eV7*N}QSN}J3
zez7p$LgJK68!f|;*PXKZY(Ls)+u~)$7oR>_1Ug^m+!I51`?dofkt5{_(n;2yinfxU
zj~1Ib@A2JNxP3O`nbdcs#XMw`Wvo;VXWsYk`=1Lx-`5=8ZLmGao<K3_Nw#$x-&Upd
zr@hI)(UkdMbpD$0<xI>GF_i(){|#_HZ9C!LVe|b@Yw=N9_0CAOP#Myz&>fTBSa=AN
z#rP^klluiS8e&Xt@XN(@-xet%bl6@45eYMDB^LF;DzwEa8h!3qe5=2W)Y$xYS~E7N
zr~dg95utqtllNqa?1tE};#|C-yLOEeZm$I-Y^S+FPLO<*jn7Z^zqtHk3JTJfu=zf}
zt5fn;O-S>`DEJo>@HBHYIV?<;V7r)}f~45HM7)nK6H+THE32!WA!XDf0OZY~saHpA
zpp78`kr~4c4{k^&hlnOZwL_Tr5uRswy!$ObcWTnr(}OS3!sg~B$o^)g;JJ;2djU$W
z07YS~SF`YB)_d!$_+SAo22BUe0&RJ$*n~|9N&iO+Hzb<_>c1@@MVV3#<R1*#M-c9^
z#rU=HjyyAiTEQGFH|wc8U<i<nc-rQp!hrYk{}KE?hdr#ULUIzNyPONl!I@xrxDQiA
zYunW3tgftJlKu|X$@#@PP5G{BWF(mlWNf*d3(xsT4AKp{uwzr(&G=?69i30EuQ239
zUOPjx@OQhpe)sN@P6N7sv<$)Xw-@nmo5b02FXrtQ6G@wx0&oa>*=n=buM9euzq)h2
zk-+bu;-x;nx%kS!hM4_<ex&_kGw2g+2TjHg$Hg(yXcuiqPWHBcar&;&Sv$E#XJ?&Y
z&{CTnx{Z$&zV`I@uBk~q`5mZD^*q=4?A>NzDpgKSmVD3Xc*BqS^k|KM9>yqR?YIZm
zTu%iyU}KTUu=0c*r$w`xxb~6Nd;5J(v3SxJ8PKOGF7NCVmSAC-nEXO)&JU?CqSe|`
zlQVXz>QaAQnR>A<^Jqo0Y&bO4UwJ6YeU$audJ5&mdjzt4f_Zo}TeD-7=~CfhFJC;G
z#=&@am|5aFl)~v-L^&+Qvg*2lk+GEXtKB<vH;s^w)8>_dZ-tW8BK7Q?kDch)t;xSK
zS&0rhrJm(amW1ek9oI|M8)))B+uPe02Bocm+?6OuAf^+Pa^9XnBFz-(yMuxPsGEPt
zuj~(3Feh64i6G95OiM%EP+EEDgShk2)=N;$HkxMkxoP^g`o8tYD~OJc9w+i7NY|cS
z7{vQY^+DYl_8J=()rWInMmM17`N@Vu^UZ}>zC1e%(g@O8def2~Qx2|4D<-K%P@8kn
zCEr4Nd0J$ma`!}4RadyFJvL2lSXK3LZI%KBX@Lap$F@4`R*^v*jIcnTR<9Lu(nnsg
z&lVOAa5Xa_O`QXS=(d~kb$W{b?Z~}&h@YSFeGllqW<_M|)Q6O%7u-ZZ_urlj-su>*
z8sw#ywf&<bR+8)+zLohK4Gj&8Y36DUY!efr)vD3+`QMaAsn*7+a_%b5?^GEJGFyjn
zrEBqmNKi^<40{<w#vP>bcdFbIUsQbNNH5NNovI^lBWbj*6VzZdaP%QIif?&&Y0hku
zSSC<LOgue!tf}jljD##NKEacWxNNQGWZJZ^JBgyvv(R~w`WgQ`GlS?2lt@odmlTqQ
z4~H0dJbm{qEf4&C#ihi*Yqz!hY8Vbh`isxsL*VlVAu1#H-Nt2kQJ>>hX-}Sgr}}_U
z8=zII06;I6t9Re8sjqV8j|rP9^?#hs_a9LCm%BG~b#!z*m+1ecD+gt{_h0ivL#LGW
z68;AOM`tcRA>iQqG1sIKbFh#QMg8!V&fVDM?CtICfU<V9`5QB12)%yri&t^iI<FHr
z+!?SkFPOFT^q5rnM*yGj$Ssxs&kIKTzX}ihkC*qKoZ1V0j>KSxgvWp2ayf)5%gKG)
z!>T^F>!e`r^*o6|x$SqrgHBvMvHi!H*n7$d!F-@*fmAp|VxX;U4lKrSqo|j>MTjn8
z?wb`2jEdqm8)p|4Z2|3sq}m*)BX_s99-xEcI1k9*<?Kji{hNl!DOdf$8f4O!)CNL0
zL^cUbewnDskh%xKI|2^glNVfu<#&u?osO4(@fk(;E#=B3ZA`dig1=c~NT;+|`f}iF
z79J|%TA|HjeCMkXErC%*7oJ+8J~-R`vV8G9P?!R>_Yl&u4c!lT91kIW8DarINGH<H
z2|iqqjWbbX!8$1hS+7jsw}s%p&6-m)NGgH%@;nyIHi!&C$WaNGgf5MTpCS9>`mWsH
zmzGV7ef@K+a5T?$nW_c${sn|8lHJ-wcG}Uq@RC6qkD45P4;L3M`z`y#7je*<l={f+
zxFf)6uU8Z>@bMDUNP+lo?&8wYAw>JnkyP6i^cv)xLs;(DD^;eRP`3Yks;Z&k?Ftd9
zAZp))aPF53rju1_d+-^OWGpHC>WzWK1?rVc!##q2f@zHft)^^)N*1tN;+>~nSRb7&
zfB1f96!*J&;T!HhU#;NJujX0n>g(%4Oa^)M0*_&6Qw2!|xRk)w1leYgO>T*l8Ame)
zGzn1OsCZAQ02I`}3sLWa+&{Je#;&ggi~J^}o><a-ohmgaI$0YpN1yKpMxiI1`3H2V
zL8LMK&9A966cmOa%!jM{!vtjg3u|j<kf1i3EnnQ+0i8;K3E40|p4@{=)P#|630Fj@
zCohi)BMAN}@7sbc0L4Heajw;9pPMD3{F+<|7t0?+<cMf{kxyn$ULf2@DV_nvcc@A|
zJ2O8>O_=IoMZwhPf7FEY1_1CFfNlK10w5y;iT%916QCFPd21K9@DM=JK$`RfcK?Vc
zq1R}3@ivjg#l;apecImNKiIo~uT@+ry_xAK4;B%)2kViU#r2NhN54ebru&NhWSZxr
z<wg!Y+p4qN4CH98s%TcY%+CvV-&u&-fMCAd0~1D__ni8DXx3}sVMU)M`E$-(ex*aM
zgV`Gb(YJxF@vlOZxC7>NhX;J>Xe;*#x!EE3AB+p&*}#>*M?i&!aHaw}PlbWVJLZ|+
zCZ2%5n-2ndxJ5RH^T`x6fnGqf2Ctr4mTErKbaOi$JupxbV!WY#w+d|H-@bi=nQCNf
zPFPe_2h8Fhv6y$f8Ee8pq6WXO280@H%7~Q#JeGB2H{s3VCfLA@_iZfTX6^Zb#<t~M
z2sCv)JF<{!1D%!mRL%O#OoG+uV=}llH~k^b2&?clV7bWoOD-2@91VO46wUD0@gUG$
zNV$qNr5u(O*f%h-QOVBrKFR(UEEqBp4h{~EtUU_ClR%hHl9HpEFQCAR1-Q)x7}n~}
zFih{QY$Ag-3pcb0HXG)#Uc-+A=TK?%Si3U^1lPK)Q!c0Xc+eb#32=V6?zB;=*1X5S
zJ>{|3nA7KmrR-7tek?&L-+IN%i5<zMCrcgb$?av6l>`xEO$?kg`91ux&!XE6^#0x!
zdsE+#uCg;Tqt&+!4Y3gu*MV<Z{2@=kLwTBD#V`~yDbm;HkZ0|ol%|l7nwd$95(60=
z{Lj$Ip0hq&ehL==*)c6R0d<F-b4x(Tz~`RxgH(j6@UCY#=bM4FP#Vi~Wg-k?_<%j{
z4~WSV2=A*ZL}yRr>hOJ$3Knd-m&QC#wFPO4^42;Pdo0Jq^o|Y=>Z+=7eqOG3pjtKx
zZi2^T!y_Xc931fv{ZKe|_$1O3Twx=Y9}?bn0*mX?2yjh}idC#MJu@e7I;YFZ*pr-J
z&BF1lcXz4$<&T?EIJ|c%n1gyhR&X}^AJe6i@-#3}++}=DjpIBph34r1;$T&gBVw`I
zDW~0g4l=R41oniiFRjUR6YB*u>mFfXB*{@R-Aj8$CVaTmd%f#cpW}5TZEl8<VbkAv
z5xXibibd}?rcxex`^Zh6t##z@uMuR4xYj&jc$RM;sqmff@9}(o3li2uv<1Y*pqIBj
zoT@b8kyiuVNg|793#qV|NBsl4?QnqYw#~t1wDo>}MQNL{Jtj>l;f&TF%gx|R{wEqB
zdIbiHAbfGjzm*d8b6u9U;4jfCp&Dh}equZQyO0wcNVAu4b9Hgi9j6Mq8p@@-?D)XI
zpHvZnJyHPXr<*DCTFA*bRzR}7ef#!lOvB?gqArM`j?oQ%we9hcA?02!WbhQd*Qr{D
zGi<(I4h74fDln1t>O}bWa9xY*E3mD+u8I!d-MN>Ku*-=S>9rP0`p7jp`aIbDByww@
zj`=Dei;#7hu{X&iiaTCUqhh9EJvOTDGW=Z4@X$4m&S9}@k?E~ewJ0iCMA4o@&_9n<
zSAOM-c1e(tz|uppvEp+rx4Cd;K^)FnY_^v)IyF^EC%BKd=_KOd$tIY709gQ}kD!=f
zh8z&@_~5}g{1?VJVEn#D)1CqNIhqB53&cJN=_&G}A;Z%HwxdIee%tLCVeW)sllM#<
zv6<-K$2&SC6<_zey>mq5B$$Al#R=S_Uu=Uv%^Nk%@Mq%~Xj}hI2eKTurhX7IUzueF
zw#JH#3jvjT?7DpZTbu51dDcH6@!_NBU=u$_d4r(m5<4BIp`JP?(Om07=gs7A*Rxo7
z2oc90Y5Q`)4uvYQi?zxk>U!K7b^4psnJI+bIaiOVtg<pO#&ejuy9sG79}aCO%ac9B
z=lkpy{x2*5504XO3F<MRj4_{YyI!6Wp$x4YI+;Pz_@|uYWJFa7ghW7YeaN!$4_&~L
zgq5C6e6*Q-ssUT8XYeV)A2sXlHV7ep4o=X`1aRO)nZ+zb)+xDS5j|I!z>+-k4n_Vl
z4NA0CeEfym5_`bMH>4ugML6t|4n;!n+_v9u9$0OgzYn)07m8?_)xY#`wVV20o#wn%
zxHNyq>B&Fu^iO6UoxodbYcP90JOX1dEVh&tAbuoCH>;&fSBS*{Upt@3fd-gMJi>sk
zV^B!)U|+=5_we>M0YDqVDqO+$3vhHoDixESBBW3tfE7?o4!~_LZleL#Z&l`QNX*#Y
z;G|pw(Z!68JeRbX*n`Ui7g`xdELmY8A&*{(3>=>a3<8Mu(=CzrFTgI=C@e)%5KE=D
z8u<+IafKRPOL+w$tvHjw<N-tn|B3$N1`<-+?yVPYr4J@%u6x}^*XQrJ7J;c=YE})w
zU*LWwgon~%tgFb0Fo)K8|I10e7>_XBYg-m_QV@Wfw6`*6bxe>6cgFHaxmD`X@1wl;
zLcG{7Nd33KUZdymtu6m`UNAI<Y`yH&C8;L!^rX&b25XDBWvoaSw?tS^sog34_GbAD
zf4;Xm&8)S85?*?ckf7t6tpjlpSf&#6=d<JBt^bbW|7V^Ny1b1wLnt{qS4r!A6@*k!
zdzZv}W#)l|H~4+{G11~T06gHe+t37>93or%tuY=v*n%l!3Y^3+@OWrXPEOj|+JdU^
z6#k%`D3nR?Y8M#yQ*iGCK0qdd$d1a*0P<-i^a%SoT9b&1%1|*4==Gzy?Ja@SlK&zU
zC{!fKf$;+pSjf1!AL%Re(Y^<b1`ZB7w2_d{@h~znDuys`0anWF;*<kMHr)n9k;4^F
z35w<qn(&%x!KYz5UWQN@L#Am7B7d_8A{?%4daUe0upfjd0_gXwQL9k~8ynl#_(d!S
zf~bP_ROV5@X1$F?7_#LPZ*l_uN}e9Lg77<S`A`?-<<-r-bkU=jC7V?W*L^J838*d2
zpD1_trRGM&A&#k4g~AMa|Cf_h_Gx0S+fCRWxvgh|8A=*?x>qT1?D2~=ee5B*IUE&+
zKA22yD`cK<>50Fz&>eZ{sf!~;&r9H-ccwby@e{dObp}}A=3w0z2$sEBc;EC9^u>nf
z<2)HfN_tBSiZ(e_lZ)oTb$pWD6oSJ_{DV1*BvRI5sq!;rWh|HkT64IbO|ZKx)#rak
z4GhGXl79QvjN+XAWJ+=|)_Ps5jXd|<tx(oX^ERi;(aWZGv*SCQczlE=CeTG;&HUd5
zu5}lhCaWCsgW17v6@G!`x0?9|-xnUADv*`!XyANkr|iRS$Y4KY*O(3>J>uZxOu%na
zoqH1;215m%nUrs;9G<WZo_roG1m^am10-#*%97FG6W(olb3^OKCPa67;G3*|iSqRD
z7K`0TtwToZ-cDy0pdM>A!Q%`h2s2tLW+a`>SK#0n6EmmCY!=*`GW@SL@T{uaq0EqV
z2F?%gi9%S(j~{{#wD0ax!eV_=P09_TbF^e*sl2kp;-reNYMMN!p{df*BGlSMXb$sZ
zW~;L)q_}JX-;A0ZTRFnAgE0&K8SeMA+h!tl&sz{RJH*6saKWjLZC3_v7yCiw&tR6?
zi$4c3X+qS3smcedP{<2_<Tl88{>QGZt-X91`cIEnbu7+@{%J6axSakC9`mq#`tNeR
z{+)WQmH!IDU*a)I+ObsgNAHFvkHsu0Ej@Vt<@@)gpKMn^#s7~>`_X^6v;|JCs+x`d
zZP6xeFIW8=K>A<gXwS{BEL2PV*{3{~YQJFW{(VFLIcV(Py&%N8j;PG_XvO%SP1ygp
zOY;A$Xz$-O3;e(M1HZhzTW4X>cd+hRZuy<n#L(a+NdPkj%JSCqTpho#`~6?{@Aq+G
zKZq-{x#LPLFQ2Zhjis%<5EFx?*RaqnO{MxXOA_1UkJQeCit;D^2fp*ChHZgD)Soky
zi?{Y|L|Q)I@{$N4O-u;pkqlv}wWSXW2@(35oFvBjrV3iYkS1hgz==Iaqw!1AK{SR>
zmVlkfup{*Gw)w@GVSRmiLZypy2a5q67K7B%P*21^opP2a)yFH9n`_U^ZQl-vi3$+1
z|1=zZTDd)I+6!=6#MPNu9m6DH?}rfK$7P4XW&2n>IOh7TK;aXl&T7aj4J&BfU!{JL
z+MJq#$92{f>18=jDtw|<HB3U?MovX#CnmO$EE&=?rQZ@5;6mO`3QvP0@V&?II@46s
zBXT?ta=t&`9`wZ0YirXl{b~)nvZA6I22T^CDs?|rJH&ptg48fLUT*xbx6lY>-}U@F
zU{&>+jHsMk#CI%QV{2VjDpJy7t;*MYd`+zZCCyRZeo@@7#C*~YyCaP*+b9`Ls&aA+
zsg8eT8jU0fV>DC9D~m}>6ENx4!72qQJ}PN)B-E!}ke!ZL$>3=M>)7KzujoZ!H*Sfa
zpF+8%@z-=k@h1Y9)Ox%|e$Iy*#xic}y+1_Gr#2=`A4|waJ~JLg=Cp48ROpR~lCD!5
zes_M*bS&^bkqp)Zz545C8t)w<%*U6g<gva(lxbh?UJ2Aq-CS1r^RKXoFYD;NF)^XQ
zeR*;A)L^>Vm!8ek@@;QJfr-lMY)ka`xDTGEr<DaWmsNAQow-S8b+HM-)17w<o#ANy
z{E_itk2v=njuv}t6yr0Mi;s?txI8C^VTlJZK0`G<sN7(n_$zdj8jPIOH?I4DBTp~%
z-el~+M)wI@7^h9aXyuUcxr2L!&9S~@bB6p6y(Sd*>$jrh<V&4qM@lRWX2O{*6mA}$
zq_j@VHaAf$RgBvG<`3PQLYTaH&$a}YO>d*3nghb{?p@xWVc=E9B$YnW%@hXhsNuN!
zj&bk4`Cr-M>FEmZ-eokOhiYndJy^8n4PlJ^?&h|Wo~iOeCQ1xC)3T&+y=j!JbuuHu
zsU|8ycDCYYw)Nezvmr>{-VFt7W8<qH_nYuA#?<ku?}4;oYRM8<n6xRlR&w7q#F462
z=Gx}I-lOjbc~SG2g@u*DG}QVXla*y)438v_<>TdEG9-#b2~0^wMv!`T`tZ@wu`;h~
zl}1N*t*t-d>kp-uT$|z(nf;+Rx)sJ(8~@2kZ)TP4^l)k}Ly0Vm&LT_gNmr|U-{k`S
z*fk{Up5v{pfz_dqU2bY|8qMJ<83IYEyzY7iEeZP_p^pY%#4W9!93GUk22plFdccw7
z?)3WFV>$_O8`Ir*!M2_lYKdT`T($m((o8!{qfgKo^Iu?Q=Px{B|CS|3)idAxW!c2Q
z!#5;HOA>0vM>?fwl-jQeX6W$xQV+exesD+9=Q7qcu&Rn~Ww7w+yQY1ZPa)3+gM5lw
zrri1yBo9zf4?R%XZ)+%U1r8sCwA)Jy3y^r54Ms#0e<mpY1PuqoOMsRaqOie7)d63A
zFxw-t0@CE-L8l08&9wCVG#M#r;}{1Q*VtGsw=)?zIg<I8fG=)tA&|}ni4`Dzgq|5&
zOUoTVNB=wvEZGYO_RQ|B&F%`+urgaO>lMHJ(ILr?%_xJzL~MI(>CWq{t&{C=n3JHG
zF6JBXc5GodCpx4%)sM(dAdY|;8nr?QUQbQFnU@f4lvJ}UC^FNUDV=J*dE>RryK>8g
z)`Wyg8<SNc*CNabF=|2g<{W4Wxy}0KmFF_H{oRj{-GjU?E{t<}G&?lZMY=5gUGK2|
zmi$gg{!Z5G-Ubva{%WJy=Fm(PE-bq6>1}MP2l2eObQ_V!aG$KPu=U%nOT6i)Q12t7
zX>XFhG^jd1X`<7~IliNMl*f1ZHg=<jg~vJKq>Zxo@+>H;*LCmp*yVYTjGs;T6TWkd
z!^K!muMQqZb=j!bDg|>LY%BegH*MbTUyWcb)U2J%H=n}U*YKWw!Kj1qqIZ<wtbg~k
zGoKjEu-go$RngAvRJD3$W{q+00ZW!~e`<^CscFQo`%*m-thpMXiSVnkqU<slR8`e)
z89i7+bKd&h(W6~m(KJ%n9moK3>p@&SH&|^_L0Fh@3ez-f=L)DfOi*|N&`g&Az4qov
zVJgUy@dmYS=<e0OpgJS1dE+B=Fkv?(9m9=F&{_@Ik;`yq48#iW2}@jpU+nU*_VTY!
zmO~TbnnXO;DmSg8w7t{v97`dbLq6#(cd=`2P?YJ7q&V$ry{9wnC8px=7)Y-@E9}wx
zrY&@GK8L=#^g8T`QIzm-rG=oyhNjn%ptEY#jrmFz19(OduryLU`(>~wW3V9TVLHOH
z(sXD3JySr7ABXYy{A%a-xrMI&@%f`Lof-Kwje^GKHADq@7WxnS7*n2~qmx`JW?<kx
zh-+OsI^3}7V^`5El73~D693!tQ<cM=Pf6{efW+h$Pfxuv8&z!SKgyeL7bf+atV%z0
zQ9nH(52HpW>Dy$i9d2r={4LMTYN~#g_mWWqMed3D&);rhwfN828=K0%xXpv0GHg*%
zKY-N)%k2wYbri<|awyn-y)61u<nj2j+;E3W&5O=xI++`__OHrBOXR3*x;dPLD4KM~
zJ<nf}=EsqpZI&lJSI&O3eP(aQSF0KBtE$}<QC%lNesip5BHd)@DXpLw@=cGxenwqW
zZd<8B68^jb0gO%GlMDx0j4zIvt%sjr_u)Y)CoO}3T^4A(0GKIo=hyh|w~zBFw0A$O
z<cQS*#$^xEQP>Krs;dWg-y!npUG__VRC<?YDkOU)olvI$_U^UE1(nRu`UnzJ=v+~%
z7Wu<-1os=TUrFRWm=mW-kl9}ez`H8NueI_6HG3fUma=PxIJ%_oT;3ZcQi(88f6kgQ
z-tK>40ofXhag(kGYeTi4V6>Q-Y0B;Rz<2R_@poL6W(oAesU#%qc?C#?$4O~YQzN(K
z?oKC(!;VLFUn8E1lKQ%!#OXn=2dbf=LbXF^wPR{|)V}NGi)MM>D?}Jc+&#7fR9#$r
z)B3#jGnSVwIa98#&ZtaPn{#dLo;^R0G8OZ`3I2}kd0MsUg?WE4GgW+G>2s|?$D_A*
zwd=+b-B}A_yHn+SgzsLQ?W(S;LLWV>aA6j=8Ht`WV{P_jjjRq{@nloR{1`?j{;eZb
zM#iwDr2S57?d63{yYOff$L{<sYDF>ooZ=IFlH$qgNEX+c^AOr@)g?>Us(n8KMwLJ>
zO!}H5(k^!)U0XZ0sj89fJ!7N&@2)dKJL_Y)Wao2j7M5?C-T<YE8+w}evPADpIzkBP
zCXGr)UvgLNNxO)CH?fup-LKO_8#b&tkmkVB4~VkTCWpmLBPI<rG=5W5ngJfjI~9?r
z!3ph=`=H=R4tuiO1E7hgS-BA;#6oI(06_5osI80Qe^5Vd0cibSSAG?GLoXnJgFzrS
ziRSnMpbjcI#9sl31`M`;OSLX&Ssr~TeJf6*@c5eiEsn-IUAH@{1Xl3^#xVk4&rZ!-
zPWI_5Z3?ljD)CQx*xMkjdST}FGy1J~V>xqt#bec8B*K_#4=df;QQ$3hvL{_JPpB;|
zb#t;wdxR{1tH%C`@Zz3WJ8Aar{%ZMLJN-;lYHEQ-)NmFrxyi38?s<^KN0JI_^LfLL
z7ehKb+tdC%)YxNutb`+!CfQDJYq>qdo85(5+TLm)Z7B5<+uPU1DG|6k>B|C|Q7k+e
zwQ~0>guTKuYiEylbKTpbHFi&?c^sp7FUN0EgL>`h$nezVK4&`flYHy@gw`9wy%~nm
z-m-ksL0V`N!Y#h|)Udx-j0kI2(x|v_xc3&37`<IzjZKv;bv${>*1l#L%U14x$TsCf
zX4lcAk<<^C4X+J=$f+^BpyL+MF)v<7(!Y)BdYn1YIt<d9!dFFrvU}bydI=HZUS`lR
z`q=2tIKNa&`r|4NYmO{mu}DU6ftdUKTywj%>39qGjIg%3mBAs4*6t0PM-SNq1KTLe
zprw(sIqnmsU1dcL;l)pqiPY4Y#P|{)5`QAQi(T2%WJv-)!a-+pqxtsGosc4A-<__y
z8~ey%<=gnWol=hI9*Jqede2w!iHV7eUCz^1hjhB%J!N}4esmJ`>NrCk)qg0z#9U_;
zgt)u4%GpC*Sbl!FVIB@i+;$9VQyTjBf_pH-A_cyr%I>=ypz`L?$o-yo#AJ+FP}+F}
znxn3!X1zD$^90>GsI}&?lT*PfV?#GHufAD>GqW?o;BrpfY=56#P)|=!IY*QFQUh9N
z%g4I9q^*h5At#q!B)guBoxKcJUZ9B{8i}Ifvb=%=EhZ)=5Dj3X`3;z4IwRQ_pW8&{
zf}S*S6#l3FpAV60v13asPJUdYsP*ctVaYHGcx2(L;P)3uzvu~?^L{ch-g*6+wjsSq
zv0P|W)WV}R509|R_WHYo+;Xi*ugdA@(p}b-XX(`9l`_LPux#`PY{(Ns=p!jSW}I#A
zhc0igCYq;IlSmO_S?6j$BNJ`Tm_m})y1Zbfl;tGz(kc5!ksC_AYpML3`i3#a;vMW~
zK~|e}AD^l6<3D@+?9D5<YdZ?t1qENk^7Xv4F3lGYV!~|p<)2N>p68&@;b&;g>`Io*
z<%_Pl;=@_xQQ2CjRk38s&eR7^>cLAMNOFV2U8uCSwsu@cbCq`E1^LO*@iCOqrvRJ;
zgqS{9yrG7M7#Dg%Syt@Yprjn3tpS+?Y&fy-9##MB5>PEPC!N>X8EluZGPEg;y63A{
zxUd@MH<}n_^^`#X%kBA|VyytC!E}wYe&bXOPi}ul5M@Pw;7RWCD-RJ4C=H?`yyW`m
z<8V>6d$8`unTsOw`4g3OW+}UvagS5;;`tI8?S4jXWaP-n{(Tg;j(9;Cq&pFe8ll4(
zN)Q%}_Ek2+_0CgXx2n<3i2W0@!4nylp`-m2wj{I<5MVZRh-s0WL+sM>8XQP?jH1D&
z(Ajhifyj~1-i3JWMAVfwK#UR5Pp~Kb*})PnzjRI^;nke=DLc@L_)6@G81>X-wGyyz
zasEuWLFqCMq^L9vgF@rl#)Rgmt40aCxLP~IIzfS+eqkEMsV&KbQpTR%<;4)I>{Ht!
zQxi9wD*M93=B_mI`H|)JpK0=3&IfeoRE~>&daxI%3?T;x^fED9r}@6XV*GYj5L5kp
z%4#vHSOp&*-S_V+*ak7qV>*DbNCg|s8C36M`TC;k0f^K`8?Ak-$b0a{dI1nDKAi&0
z6^7{3L+E-({IaaM8+$D~N3V&l^5JlvUQ=hTmet0{?!14Q%ZYJklK6q$M$+4n9hNI(
z=g`Qu<DhxmCw&!jHbJ;6yRcR{I{08*bv-Mb>@h`(9!0Kp^v@#W2%GE7W%{C-q4ZYw
z@GuJB46d3OH2M1N&P(pT95fe6?*DRo8@@O@*pU(;EPPJGxCYZfltKH^Cg-+g6%pyN
zFFvSEFCT~gdUp?|Mx{%($B!H9lB>YAg4hB8O$f|u&c&M6+0z8S+p8~N7*|PGn1>CS
ze`)aj3ZUjts^XbEk8jHG=lxBVv!NKX6KYrfinm=awNTZpse(k!ZeKj=snzCt!l^R7
zQ%>maD-2#iwP$*EYvG0NEge0da1!MutDH|w8#7v4pY99#I=+~v>j))pZdqOOr#aMd
z<w(06_HR9g0PWA7u{ytuRtAQaRTM(EqrbT%AAV>~Eps}KPPRB!?r8uN;l;k@ShgG$
zgLYMTR1|{XK0Q5^4QHySULUQ6CYLs3*m&;WyN3w+hTK08x8*Qj1^yiod-nGdm9b?j
z*lwE9yVz4z@;Id}jj^2oa$`B)=}%x);mW5X<<l|SQeJ9q_lWD4@~pclYhdTfV1)hJ
za=+qnXs?<unV|_(-?pd~(>ynFb#zR3IUkZHRLY>LWHmg>*Ee?2RGCN=^~%@RN!1D7
z@W!y$k(f`GOg+Y+Reqe5q$T?BVQ_5;xdET=nWq4vcY*cm^No9o>FULZJetSz^S>B?
zXM_OrZD@=d(80&Xrc6$SE&*UpcsR4NvJl;$+-D%=OGEvD@^=jn{*fHZGc(&C9P<!8
zxs;I;FMieSC_Xx0e;pP_p=mU6so3u5{;2J<)!glxn%u<BYDcdKR<cTKPpr!~U!opY
z^I0V>*MG*aHxm+u%IE4B)-=TqzMjbCZKLuy;`xNe@uQ>JJ@YA^ce+_;FPib@h`O`Y
z2NNVP=Ud*6^hwOxeRe$XQRc(P-k-ZT*SB30tAI6z{rYvxgd$wD0K5lVe&(MBD{LZ&
z3OJoP4KB`xvac{RE1Vw4!=&WtpKH;w%%+nyqc;IgCkXuqsbh)Rg!=gi1X?0Wxi9R1
zfNQNr<PA60uGD@H26+gF)xvMJZF4ZPtUYCrRYCjs?D69y;LTt}5;}wpS6^S}BD^p;
zdEO}2`I+sSs{MOZRMfvu7kA0UHG{{pzK*-v)e)ZrU3d3B?KXKE>&2d+7EP7~EKu)P
zGMkKl$MqD88a}JNY(lzG)d@jREiqhSYjdv*P3hHC!`0MjTz?fSkb5g6)6Gd@)SmU(
zHhBr{<89s|s#+QwN^!91I6n<i&QYWo>;Mdm`ef^+S97F9bNypqJWQ^apP~~JM}ny>
zR_x7p=7s`(9Bu1Vrr5Pgbv}J(CtDbGvhSUv(zDV+G;7%TGr*(Bc~5?C%9ZPl;?d!n
zc%ZBFo3@9yn0w?uLXNn*VV8E#r#sjRyk|^M$njPpIIql!!@f7+##~zuU#YLBxHMNW
zv?w+^*sGl#8+|(2FAe{$>V$>WKDsm8V$4f?Q&9NDD^A}^)AT8OjYQ&H-iN;M7|Ykp
z3<dCRwDbEe=bp>4!P@q08<ERvx8qu;a!V9!M%xE`yjd2}g*A~b_;LWN?Yq_<FGK=J
z06aGAq$_Fjh{QK)6_;l)0w8FR(*t_BxGO8wV0x7We)GWxVH)VpKt(A5SwuOvljlS7
z#vZ)3!xkFVyttDw!03q3^T1n&5Kc4dXe$hQ!2w%qHo^I%Fw7_k<gMO*P#%d%tNhol
z(mvg}r={`!FbB#LUOn0);?1(}HX6$L<#EHHJ$xwbWqR}%d5noFj(k!7r>r8uD6W?i
zHE)z8gT+CuBH!bc_UK~UUGVeGP$=O$*oa<GG96PV5myE*AxG<}mwVvzwA*Cao}ZGE
zB!1t+uMu;Uj2n7pYPmMhM#G^tTK>d%I1h(I>kcwUIH9a;R}U6pOa!Ium*5!jptYJy
zZTqp6yS_xbxK<+7{3~-wj|!ymSF<&qJn8@GJM1Zt(>!PIsBv_{xmp<;a9||VVE(JK
z@5c|)r%!DTHyY&=XBvyn_rnDJ35{viU!*j;9!5_VnqHm{r5nGHbl!d7&1h%##5Ypc
zW?7HbA_1|ABy<TJte2LMiH_<yH2e8Zl+bs1<y$5Trpo*>>V7;+y&vlw8l3u+%X-ty
zw^&`DSKqKZdi7^jxuqYZA)Nq<a<b9HYUs0`TT2skxZK}1+tPA=Y95i>Y&SJxyY_m0
zR{y2pIA#~bRSV?}Z205Q^({bN^EWY@8Z4U$FdLS_*g`dzpt1J|sBxCOpdf@yNf<}u
z5XR_6`r<8VQ44m7RoZ+Qc)+R{UkAbg%5<|^Jis-}%Jx9h8gY<!Od7&7%l~K4X`kM^
z`5O)ufbABo7dyhD15%zkOxEUZ?fDE4s*b0rExv%wAeuKiQw)uuJk7==Gn$KFC`TIV
zn9d7r$>(LuIm2iVEdw8XtGVD*J`ZgQEND0Ss7U>_{>t&r^8KRyRSiO(jN?LXyy<&C
ztk+)ecQ9_RBzGufKH|L?R*$(d+oBW4|E0MH?@ky4hf2<wK&5NN6KMtVcVDW>CAE7#
z9;|0$F<3vS#ZC@7^6|yjC^6PAHh%GNCgFgI$oUnkk)L3^0H=uM-fPP+hF(0P8{eH4
zq#QZ6HYXwnicKQWlU&bw;dtW0@G=>4nXnsXicEj84!P8a4j#uo#;3EW1lTmOJgeg=
z(!t%|kGEdtH2Wr=omnfIym+A{B&rbj)Vabiuw^`kZ|W+M(3wV!Q&No%y`Q&LKI_R)
zJ?N8?F0NNmt$=Pk9u7xKgs|=|4%2UldR{>c-9vy*%aMmF8nKXFfw7H^nOR;x4<>f-
z{;8i^>fQYb^#&Z*$p~de2%`Um1puyJ294Q)D|d~2u9|0S+kOTAd@e*K=l&slJS=&u
zuO3xDBx2lOMyJoY`t0rKQ!Zbkd-rdPS37ack313XO=y3TY&GA0cF(=|I+MU#2`}pl
zr}k<`YJ+ywIF7n@35ThpQ(Cz`MXKOpog}#*`{Ip!1HKx?1vJW1-&M8)oSj3gP&04q
zJz1$+GCyKVW`YgPi&jOUv2FOZ$%8}%Y~1f~N23L-EExLf*?hdln0mW+Z*An26p8l!
zFPB%6so^+K0P?D6A&x;S*(<rbD3-jTp#kEqiMs`J<l;Yt{6hI+o>p6X30fWq4G#Fm
z9PT^HGc_|a6Uv~4D3^gxPyaF17)U`#M-tfA=I4{oe+cL2=OYgSfk`i)aAPLNsbdK?
zZ+l0_L{b6*0?;%r*VXY$-ENix?Y`r6m9am%(RnHkvMW<H**MSWM4~Lb5;9NhhoH_b
zlV?7HFlM4^M82I6?`oNu77QcNe|ZYh_S<`tH#$1$G#!Q-)zZb5)<=asy`K$b^;T^t
z!jG|?<eneN)7H-I_^Nh<Hn*$4Z%<^1U2Q&R)%$lnb>6BuyODX-pNMu&18Xonkt@F=
zwd2|AZ{5z>Q(u~8Cyq{2sV28k5C3RR(E{=<`LEboJ#n>(PuOdtWFE>*Ef?JM#!h!V
z3t%#f+6fi@d~@XWS+L13PCJG!g7|CK6l7zhLjMd|Ky0<*4qeeH4`g}&u5-DcF%dyd
z!4A>Vl6vzdO(TJ+HwJSgOH+-bok_=A+AIDzXj~?t3q0-tom|#=7f>zWh0%6Z`u1PV
zK?)tdEKaw;<Rn(A3<rE<We%+K-O(6xlZ`@c_0QX*$ExH=3Rec{JHkryIv4yE(!L!J
z>5MHo(U1%OIYl57M6)~XZyz%#jN_x^|HXAW2>ySRWBgB2;s5nl2(&Gzg#V7a9v&C8
z|Bl)vIlmGW5kd1u#*1hq&-&-%2@q#`cIEWsL_&xo%HQ8Vn1|Nt!1w!~i&`K7?dmfR
zVyWB}WK*FJDmhCZc=nBjp+AY@OVv&P(I@r)C)$@O%!BF_z#bSl5Q{1UgUp{VO@iG=
zOx=Xic#urNs`Sp%vchW754;F}zmnzzv~@xw3?w91ml5^JVD1Oc{Xfl5TDnN#RAWtz
zjlc83iw|;(znpwE8C=Pc`<S}i>gqeIQ1Jv7OonZbC@Mz?=Lc;!Iss5Pf7i&RiD_2&
zv#$ZdgCG0o>FWoaQBhHUPXPxzpxg_3-HBYvK<){#%r3|CVJL0_|Ga4TtKn4m!1VwP
zqz<^3$-8%3z<vIuULEY--(!+5p@mtDFflRlU%v@ok9OOcl__{U{Pid8ZNT+2;DQ`z
zn8EMivNZnqK}JO-_OFlSYWR|=Dil#cbqh45FU`!5{`nU5R@Rw(@SF@JrTN$U-4sS*
zhoao4PZisrfvgv%hP(IghfWr+T_gq1pAmg&X(9j1Jp}I>@LmCW6_kM^o&QI5Zy8qQ
z{zZ$@NJ_VW(k0zeN+TiNDUGCnlz?=jfV8AE0@5O#QUX$<fYK?TfYNs^_dm`#&pppM
z-|lnwhpob5vDUkO?~F0W9AkKRe!lhb<^;^0802F`e10;%%8(531-AP>3GMnwW`rdC
zR-nPgr7J^c0G!=I$ueLUfv~EU)j1g4#!y^AO|tR|YQ`!c>iAAWr;Tu~!VG5vRv*RN
zy67k5yywsxW(e3rgb(=u3w;Ddm{mYqCR6wP@znsgBEb9B{pu%W&@lr?Z&DN!)TnsX
zz^>N;sD}Ac3o8ESpwIvxaN(KK<^{r<1bJTA>&#V0(G_g9-rWhj{JOYkcI%cP7(;<(
zS*dIhT7Mi^Efck-=I7@F*2_ZJ`r-r$;ROmz+k#~f9D(-u7(|l^*?^4Q0)Gd3e^fCr
z3L{`GEWg0G*&WVcqIP39LW~dQ^-~Ih-aoz~)E$7oyd{Aszo9|AaRXo`;PbxUKp0K~
z_db6acJX0sDF3qWJGm+A0=iXS@|~yW`d=Ua29_KY&=uOH6L9Ky+26auwM3A)3G42L
zVW%<jt^mR;AesHd5y4gmht<cU$go)er%}N9E5$ra^vQ|ZHWH#_FksNdV7mS7TjCFv
z*T1#G2GLuN-Y~98+j+^<j>AhBYXurJa9$K$9w;j-J2;dbHXx*%fpYg^i}}l+NhPIp
zwi&SKqN~EYeqG`BKQ?GA)~EunEgV(@c}tVbz)a_UV>>U;Iw^M8hP*;Fm6d6HUnjJB
z5A6;D&JX(2tTc~1$iPYb(}WQr9o-d(72Ir8bdk4eu-*0kt~wp(^z6jz_Yaftii+DJ
zA{3eQam?nAut|?3<=>Qx_4f6JhlVP;NCzC)-%k_b{F+?1(i;FGIdEMaKazF3Wd9JS
zO3d@T=QpCg_}H#HwioP=1;pa?qA2qvrJ38h`kZ=ra2vGsJ9#Xq_Fm<=&`qnyqN$S3
z-McjiJTLxRx9;-cOEO3Ef=19>&Rxw+{*BU0)BNJ&<l>f7`&br_>Sbb%SpS~#+pMhD
zBAR}(JOg4EV)<|Imi{x=aO+d8hmS46L9q4xd$8D{x0VH+cGFu`esFvL1kTR_n^i-i
z<*%5y+UFNXA2!GYIXQ9h@Z|Bc#+UIJezR?jF^75j0Wm-<C*YrLhzJE79Gp7{M-|}D
zy>Pfl%ppp6*4ipDQ3Q4X%|02zq|bFUhqAV~4~~!J72q(ga&bqOgE(JJUEOewl+@j~
zDJdy^<@-CJHyP~-x7`nlH3T~pgG?Pj3ZT`w{TT)Q3GI{bBO|<F6d3(&`a`R{=7hKU
zQrUH|=QkJLmVmD0lgFN(Q)&G9?ay<P7t|Y$bv5xrNhwC;5stNp)dPgY{^lc@j_w(*
zOf`>=@FUn+fYq=(Uv(!h7;sz%RUULn&v2o5K1S2`y4p@)sm5W+-sfav6V8CddmmW(
z2izG8g~NB3$%Pbtw$J{ssts8a6(A|2v)SBs!5#K#W_knLvM(K~S$NJ31?Vk3qIX#u
zOyp^6E!z;hbI|l9xdQW0bFw@pZOv?Y2DRZ2#z~<;WcS9G(r;&P%ZHnfoB)r%m-$pR
zmsCHXArNBlW*b_It-t1nYm|n<Z~fiuG9?4vWoO?wPSN*(D9!9^c^1Nrb36&ZSC0Q6
zl8^y6)&kUA5Q+yeufZa)Ly}xU4#V`>^fAPi@3rTk59O}Dg8ZJ)FstTX6>t{c;Zf>a
zjH!VzQT)NcO>BnFgV^^wJQm>!&#Z8V>JTXWt1TD>t(_onq-AsbZ<TIA$uB;iyPUrZ
z_C!j0=X>OE^lCBScXnIDQ>FULZ(s6SK^J**;*E*;cw9&w5OJ;6%IT0D1H(RDlohoQ
z-g5wv1tazfbNwZe1!7cceHyXvNJQH#^3NQUfxo%>lYZ@bTZ71@>?(#M!!hRz!fIwK
zykYS3{w^Bwnp4j>Q3{O8J9-_t>dm`w{lj=^1(blF2N`o4$iaS)wa9mE3D3bjp<<yY
zXbqR4Q9C?a#0|wvg0mCob17_E%msM@9>iK;Ai+uE^fs1;7Ws?GYakWEHVL^Nw_2u<
zDvd!ahX{SA7+bu@W9J?M0gYqgOf#n}zzrTXwM$aY=jT5~G%<`a6|Ye-a2353lJb`0
zaCfyH>g(Gjb;T>0DKT(VA@}_zPM{L}_&CoiT9Am4T%qPqBGt#IurLJV(VjI_@jJZt
zo*PzHR*r*V5m&&MZG=7)KMA6PN`<eUYOxM0S80lwbA-g@7K*tT&;pr@2|;Eye#wVJ
z%r=J}dsTSoy!*vxz1B1n<MHAjrPQN-{8Rfo)I>BF7c+i-^=9H$OV7!l_X)j9&xOgP
zQPyf++srV#T|<xeFJSRb7~L!rMyQ)J;Li}4F-@7u3|6R1p2%ihV=xyFS4EEhBZ%>7
zM#==Zt^Ha3->bf2eyK64dgAL#^`tT<#|*?@#*ClEgB-fKt<`;o1E5#$=dJWf9=t%P
z_Y*3#_BEnyhde40NoO^2@tNmAilOkJju?d#Cx@9~{3!s->!anavR?Rf9H$u#l`Dxj
zq%9EBU$#1iOa?gqlJEk7;`zk|taSwy)IoFjeQdEqu`m8c45~;?at#W?q!Wxk6zIo=
z?;P(8u&c3e9qIVrU%`GD1r5LX4TP8xV~DG4aDgq&tWw!V$>k&vSbFv37pK(u-WQx-
z5b;7TvRPsS8QW0SWokOed{OG5AunMFr<869r+Zng&cM#NIVe3mMR%|QdM)kugjcZ3
z#I06AT-V+e-d+Y#+BGzeH}?b5_7?!|-LA2yq3~6UJnrh81#*)HSHEGjg43XEpwqMl
zN#{7#!V-MA&;Y)i2=T&PskwPCTv7fb<>pj$gu;7``$E%3D|q8^4ZS;;*j7<i*_$&}
zIit1@0`DI8eSP_sgo+A&IAVlh+N)66U-j*|$0ouW+Q~GwSqK?yX1c>+!-sb(M_;eT
z<V975f5e!1@D1#_GTG6IX2NcsYm(4L%6X86_cW?AdIkKA>ZE5V0!8MEb?X3nQ~dhe
z(LpJ(Ffb-57w*El_7RK{_T|Me2i_vZa*OH`KF&?o_z{IQUo7v(6$m@G4OFv=H{U9k
zt&~cvfl>k47dB3e9X6(dD3jD<Rd1kgGnV3utVlwW+Nq26OD{_>G%c=(P{3T#U@%Qx
zd2jI5qsFHv2j8xqp1Fc;V%#(Oj(~q-0Y<)Yv~RaJf(0l=gqYcQ=zkWMj>yM5Ze$JV
z4yISPmOm&6-{?yvtQ`6|wWohoLrF?L0kwe1p)3~)-o2%Fr(mvSPRE^qZARdvRn14P
zA!AfpC}xDwe|rfHb7yBYc>LMz+mroyxEaS#IdYy_Q5+OK(UnZK2d83GZJs;$rK`fd
zla^Ic_&XxwiEP4esDrE+aM@B_`H{`^oxI#QpFMi#Yd~F@H~ZTh``~j;Z_+2pc*&u1
z!Z=6QpDRkkCr}~hiK-8Ba!L*(+ma4b?h;`S4yApAjgx@@WANDa<#LXvpTj%qeAaD4
z(2r?n(kF9W_d3l}C5${SB=k4eCI3jbvaAt#Jym3eN=hTgO8+oFkE#~kG4g$5U*hag
zezE@Vl}|^!xN8(tJ5%aZA2;6Rx$u6^B@0#^R^lW%+U$Q9&1<g7%Rl8oi0!+<Z5C@4
z)Wn8?uK_;xA^0?-(U)mL6|{B?{h3dJES~==NJ2n9MxM-nUzy##S!unIq2Q1UpXMmq
zC%*Io(BG9`%<%7Qjk`T_VSJq7B#XW^)vhZDrFsGNg79$lP>G7*=k%;Vd_#8gPhg5+
zcA<GqNkO|81~@bC(XS!Ksl8!~N1eRoh3rjvQ;YlQezQZ%esQUGQeoW~fS<eB5`Unl
zQA>V`ZY{uRne4i1doU&4OB5mhf^Zs`{t1gE4;Y&5VmJH0662xi2fO(*MR$uNcj=)D
z5>zNYF{=}$qOBbr5$WR`bQU4Gge=RX!%2ut(a%1>_(Us~4q5u5Av<k1jU|oZy>jaj
za>QhsyY??0;+6M>zc{jf*nCZkqhS9f!rW8Qmx^O{pSNnlgk~;L1+IJ~7BJz<WPjmF
zlG_Njp~D!VhoyI1ls!Vz7Zmy!b*bYn#nxkmCP#W6T2=PhlFXNgDWA4?ea5Cn;}pN|
z11|8M4c5ydl+?UVp*0PPWht2Re}eQMjcr){84h&n>-EVv`MKJS+5e;`{S`*Mu<Jgj
zP`LiBl9$x4D4bp&xF75i*hYNN5K7W+u>zS`TFc7rxyY&OM(+N?yroNQ{%!(7%P$=2
zI}JnUS>s)MsF<devWY`1s@<g3cU%wR5`S}ItOZpApbbl8&DnD6^0@rO1|+I-f5gmh
zywtW>kPZystCQ>1w&3c0gJwqdfJ4atYYNnN0cRuu;(RqeoonO@#v9VJWEX<*_ukSY
zEt?$FyUf+G2^rbFCn<mH3Zo=EhdQ&EZe;<<Jlrq&ayb4>)uZ--9vaHM!gL=klM3A?
z;*n1W$5}5_$_fHcOwsjm^%Gv}<&h{{{oxF6%uF{QW_j&xJvzBe*T9|BKSeul;>)J@
z&F7Qaz{iC)+B+v_s9I}vKRI{VSJ7ro!6($%so6D)F^4shnYMWovz#vDQ%@V7f_9`s
z$%?s49ERTs<L$cd7C2$WV=q<#KWqEl>amXBkT?4^a$3?YCAh@0-er+Cll`O`SDeKu
z7U6hkJ3bI0kv<y>mhP4@!ShHBKWAIaDaLQdD8v#_v*9MR;@qvExGqG$WT>?xNtm~)
zCBzeCr|t0hEt8~RL&8tlrDgi>)E+u4%-5?(E3GyNFm+y(l{{lWa`Jaui5OtKo?wW)
zh81tX%bRA{yv6rq|63({$xZWR4&e@q^2qTe3Y>A3LC%`Y{<9@>93!4#+ap`pL5$k$
zxvRYwbs;Q?f=|U07A`De7b#cH{*r-=gDj_z-B$%83c1>{<adQ(J-ejfadychEEFmI
zNbreSHh+(H_6=G)OF@DQH;Pc5ItYyV1!MXgW-XB>+-nrfrWaW&v2UnP$%v1i>3h~(
z7G#qsOl*B>cbH<wjb-?@*M4PcEXQr$X<<Utk}}*mjv*g2g@uLL&wFd#{HEnI-U2FN
z=l2G3J*WYT@v#$)BGtJyQUQk>ghV3oax1E#ZM}KKFPZTfWQDy7o-nxisT48~-;2fE
zwd~tjbG;UM)Bvqu$)!C_wL>>@lKdelPv-#pY~`{ayPCMLzmWK}Q2<jmY`zc(YSM(4
zu?Tlp`{u@(Iz>Lbh5tP!{l}1-zYpjL)%BVObWpLX@pt~dQBEUNXgP)cpoTEh&EM3i
zv1YtmxOd;7)Pq01!td%bz(1<`HPLIF<nX~{HilAV6cGv-5w-dW3*l@%^0LeBe850-
z&6FvpHi&%5{Dvb5{`0AXrpHgijskSTa3A%!mV|$h-jNZcj=6uqBt{;gmL^1UUNhhK
zolZ#gMcLGSO%t(5?;bb$2GqVCnf>^I2`Y)B5lWi=V?DxDJgTBSj;u=8tk~XA`Fj=i
zb7mG!cMcx)9-1@BM0bytKsEki3km5tF4wX<^*goMCW|3vvvk%^-tXOD?Sruoh#M9$
zah{sXj^(_(10Az3^HCS^D?SWF+xaG9lC4Wpc#zZXQ1LvcB6q^pw-<z1P$o*TsJml8
z0M^a>GGhvhJ?7={aiqFVvDjaf{3+#7^Me^~E8f4~6HfJUkc$mN$g(RK6?32Un62+n
zFEx*=%<fJXW~UnQqFHhbo|*f9LqSF8?0fU7(9dD`Xt&4BmPHtGP<R@Y_4TTiRdXaw
z>Z%6zF=8g|axQ~QWlt62$gKltnxkznb{jj8Tbp9h9(8ZNN@0u)NH~_D?uinf&5dN_
zjKo_7^U-I5xE@+xH977HjON|F7k}z&f6fAPW&siAbDu27%hWR#YHF3eGUo(Z`JVpv
z^Nb6gCA#01%{Wb>N}_1T^|N!)1?kXn4$Wv$hNsYtlgG8)5>+X4in@_mP{1JM@W;U_
zrfA`D^t3n4qWM|;K@5hUlYuM!vr2ya<!Tp#^*Zy9p*I-ib!u%?k2uW7r6ciBj>$we
zpj@#^s+zeg+{R2ni!A>}<~wy9nSqjy#l1#<28rZYo{<;q50|vcXG9N3ym;)~UrdA$
zF4ZqR3w&&D#vv7!ohX7v!a}7~=4et)-F+LGj?9SBDWg{copI_0cC~ufF?Iw#uw_f%
zGZE@#*e{aP-y7qJuo?upd$*G4`O4GPXCh=hZ#5QQTX@G@u*M7VFp2a{iA+y|OJF#9
zgmJWq;IV){+R{sNjL5ozfCl!LRPm@hMw1CA8f4Nks9&UE$%)h3O((NZ*_eVB^I4jU
zzTWB<9kaCYZUL|R@(dno4Aw6^@dr-%yw!FW$rkM}5E_mWzKi<iE1kIKuyl9v^J1KB
zq9U{@RGRvjB%zu?3##fab5oy^$ONZvU!Fe@Bku<*teP@<lsrLf1ulJc*}#C9dn`RH
zM*(8Tj+WV-C|#XM(eGwo(92WR78BbRnKKmdf2Crer$?&AFQ?=a#lOWgg-vfwpo>+(
zIQup4JpLf}=5Sg@JNRj`;#aJ471Kvw^?hY9sl&{pkMbn#$3RSLbEqW!Maa;Is2be=
zI1gUbJm}gXN_D1c;|+$)FGOE5cXJ_k_j-TRY??VoTv!;l;7fAJYj*{y2p}HdKHp}a
z&AsVvwJNh6>tBX~pUk9VIcYcl>4bE;k&>LRj<9=%xDqwZy>7-XYa!pmZ6mZfZsb~q
z+W{8=N1k1d96y?`<&C}vM=;i!xN*JV1M4q`!%1P=p4YMFE61|ydLl+Q|5)IS8=T5d
zc9QY&@DS`)TP8Gktg8*nJ548Yj5&maAiJprOa76M%v>`^cPx0uOsjNtfYBGu;Khkf
zf;6rl&Wwdh9I}Tp{gB4q9G8NKBeRc<NPoL}K4~Ik7fWbJEN5aNcF1*r7l>Xvuc|RS
zHHCP16=#;3&__)FOfKCa>{c+=XBq$V`j>!TcD34)QONxgH~Wyb%Q=sZKU`%`u+8q#
zNLt`WhA^Re%YNKA2yY9BZo850FNQH!J$5tomcTy=K3CL(94j(OzM5}Ji*V%WobW@k
z>V<+lHBG^E>QA`bWR<f>rNqS-c6I*d9I+ody!Epvf_}e<Wp41LDi+QAuJHAq%D@=h
z!uRtW-tYhRyEx)7(e)uHQuOhuw~Y~c?e(bH$Ik4OdV~hMpT;gjMx3s}dzL2V_yHrD
z6EY!b^>O~spm3Ht;!>8|+OH>#d<eXIdBx`Vdgo<jIhKLZ^|M^jo?EGdXZA6T54s=z
ziJH3zGci}ylc`MO8==$QJ=8mKg~CC`FaS4Z6vl{ohSU}HhuqKFNo++lDKRk!!`|s3
zo*8Nqmfb+lZOTXG`nN2_!+#U0=e>(e=Vlk>+j+(NoR!`jGgjeb*dv?g*YkSU!Z3L}
zPICWSC$ZcCJ(Rv%jn_$dTB^~esyOa_!G4L(&M1;5>2}x0Ic!$YQYC)1+>NN-qOXb?
zgN)cAa~64dgSem7ozfujqj}f&<kQ=f3OV|zbycMw2sqJwR>HaUg!Xp_Sa*AGmcDu4
zD`4K+ag)j>OoW)RAO<z5u<hEI00TayTUxvX+aUVvRX!IMHJOjx6qbUgemQS;Nfy0}
zV)`?=5W(~7q=d7FH`=L!@ThD^@T*-PpMfq`-gS1h%{J`qDAsv9ZL1zCyJ4(4k?QVF
z-e|O?LBgXJ`MhfkV$~?+X0<Hwu4C~D_^8E?x4y(K|3SML#|$RJT(WFfroL%dU#%QT
zdfmvAW;=#oMdr49zAppa=`u$MgJ&H-2*TZ?<s;^MN7yY)-bv9bAd7Q!c}f<cCNg`k
znJ9-mNAWAYyg<m)qba>vF3a+;$8n{~zvb)aX0%mK*Kzs2P>}W*ez+#q-nEC_HkoE}
z?SZ?G(oSsk8NoL0^uz8{J4+<DH69{GAXvGSQHU&b_*u|y8E4E9GmIubFStP^D6sYN
zno3`txVc~cUaT2vrdu421MdCUxadOcxDpjB9H&2#IA<FEg4LsiezuaxOu7&8hE0!#
zHt`N;UP88ef}Io*C*_rF*`8}^J(>7V;hQba7f_dQkMp&#`M0M$VvXc!Y+J=-1-#cs
zer?(2THJ%~;>x^$`Ig<==yT3FZJzOx$1!BG-7XPcBz47>p>{%vRb4Mk=O^TyWeHt^
zbqKz+02X5YVxl!)KI9Ldxj`A7ZNZJZtw+4`&;utrN@Dt9mh-ciUI}@2EDv=37(K@4
zrcOBvFqPQ1pX_nDI$~coEVR4L)=yN7X+<53zr(+B2{t{m&+cakU~w?ES&O{tAWUl-
z7t07fLKlsrE{ti4k#z&Bc%}NIuWzk!rhS|aYdpK#(CTj-Wk%*tVePt7Do5Qqp$Mcl
zBEhV7>HA*68g84><bO|cn*0G8wdHtxc%R`gtJ^1Wr$~)*nOcFZh48B8l&IF+<B{_E
zGb``NEP9kLp;*L|A9wDqqAAqOHf{Tn??_FqgPy>rYFSsB@TC_UAwYScdf?n;kt1@A
z>|`40L92}RCy@h8k9*10D^!H|RW*TkIc^^7C>qStMso>K8N1?!2IJ{b#pSg+Q|RA6
zRE#A2Hx@9fTi_pxYOPH>Ru}C4(qBq00CPk?S7f@=eCf`~@VK!1;f%<~vHiw-i(&;y
z$4eczx(!3SQbmN(%Hz^pC{1YW3{nfIY?#~DsJ3wj2N0qdZIUGg(MgP+L@duh6adZd
zo-9hm%XG!FlH!|E%aM4Qxj-pVE~6?q#OS#%v_|6WX8rQ`C_R5H`9~jS|D!**3ywJ&
zvLeMOZnljt890^5C86n>AMtDPxYOucb>6frU35^fnjeG2V#H5#ZAk+yVzT7iDkkpY
z8EXN|hSZh^9})8K@al_MTCNN|=FK@M5_#Ko_)P>;!S033sn9azd?c1gR&R2_cclKq
z{Djfo;DF$!Ben&(GmO_ua{@HT`QcGV3ciBWOgfUCZnaGkO@(xt?~dhSDYN-c?E=H_
zx-GlBu74ret$pixS8({xqINeSH&uPjrgZsN@Zqi=ja0q$Q|aBz@Q{^s0cx8;NtT5c
z!(cD;pVd0!-ti&FJ&{_9`?~~<x4Yf-r26_!Lqr+Onk<mo9PQ4#WF2zK9_3odE$0sG
z_Y7DOGYI(igryJ<DK7gn1ypk=AlZLu;CfqrYVh^+)XI@w&7*rw&-n&VwOnuBjWwZ{
zF<FH@jTp#y3dR)tlBK7;)dueGZ<g$7$)438$KR*hT}~7(LyFm)_Aza0!fB_FCeR8`
zQQvtmHW!gz;^uYB@H5jCneur|w{@HcsfMv;P9??yemMz7-wzrUZD-Ps1z&JZ6j_oH
zB1;OjrZ)|PQ<ztC`9W_wDm3xO4bE!nju!LX=Ml0VoVvQrc*6)7DzUlQpuKadE2rP2
zxy1OHQWP6FpC40}d{yi1XV;t4mfKR-%Ixi9jH9TN*phpeZ1sIiSu<NPBwXnz^PAOr
z^s?X1a*bQ3klf|GROojw721V)t0$7cXG;a=+_i8#rek@Le8Y-oT!KQH6gn_4IY5^Q
zqvXoisywqJ>6b|<>HSU}?fraj;Pv&nYvW__<Cazq!zM+%l&tg{@6S3iJ52FB+`%{a
zkHhj%{8n63q?~59Of;FQ|3%G3r@YcDMW;g^4p|SQ{OCJEJ6N&@m^gB+%DMA&;twX1
zUF~AlEZoFmgFbX*I%uo$#Pn3PSa3vh-E279`kmQnSEH_ZwTnFY3*<ZFk-so;@^uSq
zq-bNleUfr&pMDy7gQW<~@p<2)j?>?J37fLD4AZ=5{3qAchnXspEaP8)+4|>Z1)QWK
zIrlr|*^>iPP2Xx1D{jZ(d97;o=BF28WJ!PGe68Nh%i*A)h_=x`Ntu<Ry7byGvW;cL
zAF5vNPJ2!^dHwbgfJ;2j^*afSdGVHtT9&BfhB?rP4tpv(yfFN9P}{3QjxfcoorDS6
z-R^`k|AYyq62|uuq|)mucwDL*1XGM|QIc<Ibdl<OtqiEu#?$V+*WJ00!&BCLg!NpG
z_b#W1+b7kNNL9Lue9$yH1(~Y)AqG3*p6|-<$R#6x<<uCE8I2+&h&*&cEtFCoxUoJv
ziNd;9ulqFR&xnJYGSAkOd*H6;y>%NJGgnUX3ah07%o~=J-|PR7_xI0=<er9lN?(L$
zr&0K4?l)^(PKgxCV9SlrP~U0}uiE3N@Zf)y7dH$1XE)A>goJ#K_#oaO{~3&c7}Q^`
z8PTUo_x07mEHb)*+UWtp5xL5u#<EwV;Vyf3ai5kx$Cz}`MEUnaoX8((xY^#M6R-FU
z(EGDyrUpn$K?&B%%KChsj`u*H31-nTQ_{vwq0NkY#Vf0<81npR`BXxAX;-%rEb4o<
zLR&GW$v7STqgIUWY#biVm|2<Tea3NQXmD}Q(^)*g$Pgl+sSe`dA$xgFeOru0KFePm
zOezjLar?cEFE}_GJTa)2AHvkUL-y8GOpCPDkybl()^l9-SfKz9q{VEv<vxq<62fXv
z=bn9T&D+yrb<MeX*c{<a(t2irN>irHZ8x^oJt$}M^X21$r)F&H@^Z5{GSX@oy5EJG
zM4j(s(z$GWEvA@#zF8PRgP34Lo$E#rZW!7pQFP$bGg~tlZN}dH{$=C52xG6aPTj94
zt$1`?2DQ8%s-S@D(^7Y0?kNo`_+*A*(B3J3s)M!lP2XOYnyBr;QXLa=r5OcF+q;bp
zo~64~{ywr;=)0KtuE9MVqvBoSx2Tu5Ln))9NE}UJwF%eEGj^JrhScJq0JU5kU$ch1
zACrWI{aXpsygK`M%XEQR3hf0)!i{&1n>p)kC+^;jk||&OwSP>U6qmnbO}P6s$Bj?&
zcC$lV7qqO0XLj@H%L#>9SPJK}u}el8O|BM4LuA#eon?;J)?p(YZH_-@PJnLF(MCrt
zNkeRI6w>W>k{LOY<txtW<#&x@tI_(d4C*31O{sa^AF={Znga^%{+DV3Z<fy@T{y}{
zL}<I5aU(dFCNN@koiit$9puufTtY{3cprVSyz}{B8(oC6dz2!sel{h)SG%pjAd4re
z&x)LM*kPP*<l&#mKh?AJksdjdM%z4eu46%A`3KuxR2Ma`<s5|@o{E@0P_G5f1CHTg
z54zl2KoH$H^mg{c!O$k|h1VO69Dcj^{o`Ck1UT2uh-f<P&V#blC}=bJj#`UGo8#=a
zzcg~&;7sQarE)Wn4un`pJzJ)BvZ;yByO7Ib2oh8nW~!66VtIz|Hmxo{gBK8^^ficN
zo9Fm*TKUq-4c@yxb+d#e?O`QBQC`m7V@(EmchPB5%`M0B76#c8G%iAr-l7@yAE0-3
zkqVnm{N7F6G_n=gFs7Ns|JD-g^*GiCkjb=@p9ig@y?NKC9d_>XKBBl;Mg}V|#0rdQ
z+B74%EV}G8Cl+`Q+6A-4IPGX`EZ8F7-69jf7a$~^+`Cy-2_xr{@8*@=gxAD+)aXd1
zk{LAA30V9o+pr&K&R1hrk(yx(B<IRU#8F6c%g3t+qer+PFO_^h>p^m0n0-1Z6~@)g
zOQ~yO^)&gK3eBRKX!XtKOX94H^4I1gW72YfwV-|dogKQg74l0-U7on=;u`0TFR=v_
zVLJGj?6*#%i3Mv6m%fp@L`$Hwq3B~yR=M|3fByoT(<c=HtO*!|G&4(t)WQK~7BXk$
z8F_IO@n#Ql`}!58u8EWTXRmgvKtp~}UM#s@!_^hhb!HjGz#DDrRvlj{{Hp6t=Y7TB
znC6UA<IHV>r$1_QC2c3UGiPSkHXeR6xNnOt_>(DhNlz%QeHG1yyNG5RtHEW7M3IKY
z{CU(TigDukYg3lyHI*H2yT5j0ka3|uVW=CWCjoT-2W_TS_e`smRxB!N1=7;(u@_rB
zMicG%`388RC^59CRu)knBZsQEMP%qK72Wz0Jl!>O1H~AMWi|{wE>>%}@hdfJ1qO5s
z3j5usY&o`N9{g`ScsDaC0&F8TGf^o}2iuqK8heTfTLM$2yMfTY7Ko>oy#!3w0T)aX
zi}<KU+PrD<<pjs*`p5`Xo=R+#<m3857x(vh9yylg3Pnlr%LD;4LIa=JF`iVZO_LUD
zQAypo%eVD&HlNbt&kOt6r2>k0uD5O360Jr*#bV<h_OH&N_Q<kG;ze?<yc+84EJ@O{
z293^D-uA2YI#4<r3GKVFIi?mGB6Yy9M%BH%9YRX2ZeJ&9Ln5?lSJO9++ZOwC^Y%tm
z9N%%qEX(Hm<)t%RL9(3>d;xAYYu^a4A3gf%V_^5V-xRYSZT5jZZdAZc8xb<Pc$ZkE
z+81T7Da(<ME&8}|CQV&~-aPf=52(iJXWV>0iHWzMkLQ}4c*EOgyg6;GBw_7gMMPg+
z0{w;MVlYYNQ=^JTdZYFm`qL#y8}G|R@5P{I;tyN+S53ht-n7Mh_uJ{&(T9z!DZ-+v
zH`q{Mri8wB|DC54D#5FD@UEWzb)Q>gSSM7UrUV3`EI#PD-xQ@+{oa9VrqiRx(9TCW
zAG`b|c#76TbNLAdlgLrj2cq=Z$h>yDB;O=!uGZ7EC1dNjVuIQlXKJaZ0?xM#zv*l)
zNZf3(;N#(S2~^(i?VQ2n;1V+E!%bjhc=}nfwYZIxl=|MG0&yO%xN!w71%+ejX(Ouj
zM<7})871X;Vh~4>(sF+|oR(hip~&UM+;=Z@tNUY@MR(x!@NrDECz2Tx1Go0**k42=
z_(r<gR{u>=KBRVQyR0!EI+MDllEupB3m%&o-|i0?AphCDM|{I8dNyM@mmu!bT)VSE
zdiY6HMgFg@#75K>rk&tAmzi_3XJ2D1VMT%eQzfY5y_N~V_!%HGm4`R_$Eg~W=uU8r
zJWJLo?0yrn{BBcnY@!JgY@2sSdU?sQa3arHp6f<wba%I0evx@HBC($Nep(Rw8(D|y
zoV$`AzjFC4-mL4Qe^=l%I$`+IFV$=^D<Am0SFf}2#*Khy(TreLeXj(b)KViETlva^
z=L<JZoL^p94756J4@cPyr{(<;X5f2F0Ongd+3hP2o7VQ%6v|;Gnl9k*`ElVb(()_j
zlfVw~#Yk&X1{|}`*mxr_q#vBFz2U*iLCRKK)6j5vy$-K62bg(Uo!C4GdfoG=Aq(<(
z!c|W28w24a(6qdzev2MK$@5)D5CR{7CnC_zfEQF2pnm5sRnK<_@r~!j#kR7tJs`d|
zabbY}_Zx%G2qxmt*RRIsV|JRFFaDu4?%|^XIgt1_?L(07K|F6G;>S%u$7;VR;LPhU
zg*bBI28MaQlU}ZLFhb-WRIMOL?j-)Dhi;gF?$4kXP@&BNFFb)x=Dj;N1v9~a{UEwZ
zROH*w(Aoe6&So^r0MhKgzC(z3%G9*9$bR6G|MdZs{fB|r0%U@l7yk=ek{T>;1!160
zPyY>M(f-48-Ixbcz(INNEra~Q0fMw(cJnX7Wbxn2kezJ;T3i3(JYN6*6G8RA>c@$}
zNITox9E2Av`trY1-eR^h|NZFpxc(P|Ld1btrT?$g)3X}nG#0Okz@YylqqpFx9PfXg
z^}hni!T(YbioE~7(N&Vh)Q$N!7Vyt;dPoG9{qMmTVEq5=YCmh1mHn)qr;#P@?F^pA
z2o5IV+7Pzl0N=S452W?Lw=V?NRA7I8XJ_YM2WI;(BNht_OR*g|CULQ`AaI=fubTwr
zFYlL`86yEug8!Vp%a04$9W#&D18AhiWh=0BEO9LD>)7UGjq)_>>t2uZKB|-(6QC`d
z<1-0+pdF=I?-+91u*klI$$?`q)^~C)KkxO8sDM=ZhX?+CSLz=hzBR^*qR;s~wB2_3
zJMi*%mWTR}qj!tH#Bs2%AyW)^mmzJBPo-2*BOxJaB>s`ZU#Wru4mLCN@xWXV2fixZ
z`JKj`o^B*tyb-8Wpwj7(49g2Bh{wBL>yVaon16Tl3>{|<cxml{S9Ns)|NPKRB-E1u
zaQcDP4Oobh!1Ga;x_F2TKgKGOg^If(4%&JW%*@P&@D(I%U^3G$rq>1ro*yXu_vc4P
zMk;|a4HQ<W&ZeI;C~zVkj2?`HYkVF0y6BjgnCNJBqlOA}_;N12D?X2Fwzg+A;z1+?
zC_IQib2aFZP&?uVj0HzP-FRkZ241+d={FklZ@M19lLjuYh>(!(F7Q^t7<k}aJgf^+
z-MH~cN&>tRKs6IWse_4`y}f<u=0<6X6a;KaVq&W~-(^tGsG<3+6ZmXp<>5A!fGY@0
zhrp`{x^ou^!&wjrr3n9G@5O-PV+fW|Li_fnGBPsW`Tf-cNLhaPXW9DD^MO9_ZZVKK
ztKR<{gt45vWJI~XoegL%d#Dz}N|WxT#>NHouBvDCGp3nho@G=J!=`ei{ccq_7G#ry
zvR@6n!$gH^9Y__0g@u5YzY=k~6>*_<xHYvs#NA%^rc;MgKn3KSY63O0r{7`CubIOK
zK%YPm6x_A+tuq8xS%DZ0-jcz=!E5FwSl6yS*~p8Sg!cj~Y<REye=4nC5K&Q;&AI1D
z2E3<%hO>MWT2QI|4pdl)rIhr45-z78FF#$Tqr$N0yIq-_Omb8rUD;_<rrc)uQgl_Y
zC9J5ZNDYh{W@hv_=txNFAohO>gdG;x<Z@iwn!yF`uby8XsEfDk<@o#i-(LsGkwf=K
zXr37kl}Ra-;$BWAA$^UGGoz*@FDHO);3@fYfB}f2_3n_a?z*gZUze(bYoOuUbdAil
z{K5X&N|O5hd}<Kt0>;(-b}DdU)FaY*;0C`E+XWb*rLdKQ-2f}_E|VqCe}d)H(bunE
zhyU!HT0_3$w;A4;uKWTcpV1tty{*&!D@J&?Gw$Gc&ERq9=?hmMp&V&!Y^<-Z57NmX
zi4p*6k)Yw)d0&Td;jMMd+VaCZt)lx6#&oP_7Z(FTfD!D|5L%k610_IPO8~`8aK9#c
za_U<uCdly#4qz=AtcDvrLPq}vM-U+#ia6{*c1lVazm3{D0%Lv9Rz?_I&pk%$H=bS{
zH@4dctyQhi(b78S6qO?z;tA5iT?1U_m#h!EOw)mG%Bl@^#j}Wm-U)YMV+M#&c<n9B
z*FnYbpvBBW-A8|F2<ZMGD)`A=n~yX|M^cAZOC5w}ryBZgXIwVIqFc&Z<|H6lzuSJ(
zLUPVmrP==UA{lEcGCEq5LU*n1?eqD&AcG)apD)+b*T+uFfyMDd$ocE6@x1b9)791E
z-7m#CI>2+$c`Udq{-fz$0&st|g1x~NesIf%85}fIl2UkGJitf<$iSPhJO+og;uV;V
zKx~vQZ7J;rTzRJx;zgbPq_?6Jo$9+^qvAkXw}aE0`wek=E%z2$m174JqaPL7IBsR>
zDOi6z+?)}ea#vkm@Y^$Ka7s^6DI4tT@7Jp|^n@F#2!vWC!PW?7R9!f52cCgIsEgR5
z&w4ggof*7k!R1bwPbJGXwhn%@>@{GPu<rVgXVgwqttxh5f1J+oX8HN+7e6Yk|Go?d
z<}(^Z7$RXs;nC2KrQp3w=?-TB`wc{dbY81)i4PCo4>#_9cw@Gcl}-%pv<ldZPH9}|
z-ZaMZcv4N&M3u4SpBKG7m;+^CHlMX}IP3x%pTLkokINhMT;PMz!8+|FHyd^q)Fy7A
z5l0!$_9V4NMM24`x^KfQRsO{J4d(@LnAxU`^zyAQKzGUT%|aL=_MmjhRR?u-_4l*z
z@*V(LA2hyc1s$|cm0*RV1+F0C#i**9k&V8QQYrgn`tC7X@AnrW686&-28J7O50-zs
zn6*kUh#xGYh52h`*$yV1ziV#_79L()d^}imxoK)n09liPfk9Qm3l;|kK^})pN2vjL
zzp&cy_-#0Zk(bNU8nC?k3d%|_xg5T^q^8Tv&-EIbYmjWvdtk^9iwOxSsB`mU@NLKU
zl0tAP-vD!ql{5L~h+L*lXkEg$`cg?6QqtFV%LAI;CS87UZsGcM@R5D@T}uln+AB_}
zc}Ku%LZ%WTYLJ!Pas`IA>e}JqA<dm9u5c_szt&Ri)U$1De}5nJZcF+Qaw4Se;FxQN
zAB?aTX0KtVngKygEwd-z(K-Bl_u$UV;kQ+T^A1h}UqRFrVy~zHWvhZ#ywIbTK*;I{
zhWzm{J`PT8!gH_D*bgT%%ka7fuHR1OHXHTr%8{BJ4uVjVX@wq~nS4R1%kX-VMR&nX
z6}M*He>qT9`&_$EB`|ntdl~qmA3l5-tlJca^H|AQnc;wMn~&mRY@DUsvw6Kk*TBf7
z43?fZtF(4Qu_rU4rVD|itk=qSZ2w`+Y3tnllKA-d@0s<%e`m2=*AGA0M`mPRuH&Y%
zY4r`_>7;;tRCZo1XsxA-XKOsHcfs+W;wVT5^^ER8b;wI~G`(Jk4C@n$go`AcZ){?N
z3;z<8LBfDPkVvr6%n^S|=Sd@BB&JSGOhC{__*Q`e6oh6QVNQ@Szjdpt?(ArLeRI<u
zk<U+JztAHOs6aA-`W@PoDd5^<<F@#pxcmE`LoDd-?uIw}=<h=luz7;+ct9X<X*&U(
zNiHxJ&H42ljuCh>IDn|PwstZimm8C72O+N@>$p)1*o}dhOFhUZ7al`C9w`Ku0T&k+
zP}7x?Y6sO_Tkk!$FQ9RRii#?@Ff-!~xOox3pr9wP;kO<Hf)j>vKN&n>qRQVVyna0a
z_HcGV*$iNN*s}t@Zi7pCxfiHCr>4#T)fQCV4In9e`}S>Tt=9kKr|`lPD_~$pk7Z;o
zz1hrx+Z7mowxd~_dwWtAU7=w74h9OJ5XF#t2;!}26e>Q4tyehis=J^{Q(^+9O8oYa
zP`5sV><6TL<<#4ieWdFMd0|*mwi(HgIN$Fs0^!tr5NLuE7#$b)2n0dkq5}`o1#!)q
zWzZ?4B{h>Dfw(k~q%(yc8J21?9T_*dc7FH+R2am*4(xWRC@R8=*AdtNpP!#=YHGqZ
z5~6>jdP_MCu@5}Q5g+;h9tuy8zW|(a2tHuJT>=#y)E{6Vp&W=`4a@MfAG5`6e>c5*
z7f&PV-V;ffDeMCJ7dPNjfcbLeDDb`~D~-H?SCvlg2Fy~Rj<vx7Eu%1kCzn1JL8FqE
zgd1gg8LF9hIw?s|>&Ddz@b`C^uAro(1Rhr>EWMV2qFx+Cb43-Ea;@U{)YMe$0h_`u
z*T;_!!O|e<#R~zBR#_%XetQs0fkOp*Ar0{CNX1a*{ETh3NeNhGf1ra9X#n~&B+bRP
z06!3O{-mA)f*u@)x}}=dU_<Kr4p?x&-WC>aga{8+NIbRhC@#+R>tGG809_rJ*S;}O
z%@P@xL_39>(ieDjWr&j}vif44OKFF$)TRTjEks?;Z$;LD;ZuriM^P!>#>Dq_M1Ki>
zn1EUfuJO*0rD$<k6?-4m&iC)nEhb=@V0mdtK<Qxi2kflpy8nbd2v82UKzxj!mubwA
zPDVd{;$IH|{{7bSa?&cJw>Lsz!gd38CrY=53(eqh#t;lUMjk;XfC>ij#)CMTZ;m3X
zsj5mmJ#R{JdGX@K)60`}sHqKw%YZQtOGk4vXU)y<dC79*EV+W|(f0Juy+t)96U7Es
zRImi$L#BYI5p_F4egb<s{}g-+3kz*+ZE&wrL8%1mNrIcLzZZV}{5ioW0p*&K1PCo*
z<Kug|!O880TJ6(E2QYwxTIK`K6%_R8Cs1+pd#%IUqkHlV*%Jc;145<_Ufcm>Nrr$M
z!<xf?AQsfwjo+fDmo6tHBP%)@FHin7Txk2srw{k?pr4MP(}cr`S>kk~0IH}FcN|u|
zi16?X3p^@;F|V;_^6@myKwXE1$rB2f`x9IC%XWx;IZ~2OA8(3^`s~cs7?zWp`5%N_
zmn_k%detxiD@0rVIF4&zk0HQ6LqzAZ@*LbEx#ZL%@Tk}P$M1#X@&=MuR!d;wX)Ko(
zzdBvZbP?eAv<T=6EJZkOrx#zBI7}ofR2b1vAKBIam?Ks72$t0@;Qn8R3>&!LiFtIp
z!l*a?QN%rQIZr2vv)OSEL|_TZTog1xQ?YjdU3xfEPnV(~(TL<F*TbC!3vPE#R+7Mu
z=7*6>tDr>}nw&VlzC|hAG3=9Bu+gLV{0e&kT97|*M3WUsXD5CK9)GqSba#N5a2=0Y
zNFW;%Hd;W8FMk<oI7v{vfb7}Q+-z@PxCDziP^z?n$O-)a47v?$d&oe6t0@SDSYwkb
zky$?|OSZ<B+92yosH&)NKw*0K?p^3;AnK$%9p`?(|Ezg=17heWGiMflxdZrxtX>Yf
zQWu9>5M)NPL~Eg12M-bJUZ_b;nq2ds5FI=RrCZosPgrt;wH+>ndGLmrrYemq!nGH@
zy<f08n#Ox?+rFV8iK_yw{Og-I`y7)}3G|G1qNcgeT)q%7z|f5+kYrbREL<?qOl}eM
zBOQ`5M#=>z&5s=OyuZ3dfSi>i(y`I>8f?NQ2^F9#R^I+M7BH>qSW;F+RPTj(xILrp
zA`>XM9sZb<ywi}d)^@+c`oYjUA3g5nhZN+U%Iaq2&{6|@qneoy`VgP-KI!S3-TySr
z!lK85g$kdW-g*Xp@NL-Pq;+Z86_R+#q4xutEUkM{ldm4q#t|_ovtH<yX|vrsop1H?
zhV)D|XhXSHm74aj<c}>~M@5AW1bOs1h=(QnC5M^cbuz@D!-XYQjzarblsu*Od=d#@
z{+5)m5_{J(8{Uh1@L1caVLf-O1*~1f_ugwgTHl<hNN6S0?%IXbAENr7g|D_ow#GSI
zA$ydS8pgXf`g{l5fGUA<T>FKB)uxV*&_~v#Xfw`SqO2RuatdGc`JZkU-@AMFzIcnA
zBVLZ*kLKaMyAO=14e)wRB-l|ipH6x1lJbza$j4Gx94oNy8^tG9C@?)r2_(I&G*YY~
zawc<U14$Ji=R%&~JJWbuAi;e)VUMZt<Vn-<vOZiR>C2%Zk04@V;-eBimp7(@u-EZ>
z!B2hD5k4B_SCmEUlWe!xFSc0fmE~VD{3PWv)Q$s_qtb=U)jP03Sx{DCI#utehhBS_
zba^_{ZWw5zI7CR8l0U^0;Xn=BI=DDE;3Sls;-}p1JN&aAA%;h*`lf;A=+Q5XPYDP6
z`x*(+jhh^AgjkFaJ`81^ut{!cP(xn1RO!X>P*lFxmIJd5wvw%>lag|Lx7dabBJ`oW
zGpGUYsjhdTTxRdr1K-I<ctvkbUD9pq?hf%B&5rlTRB`T}rixlc1bQFee-Y+{h?{<a
zb>(s`iH8;*e42}v0jm%*Y!ESfM&%W{IeK;b)y19zYxw7E$Qwql;;|w&vnBk5n3;<p
z%|}<fWbm<h^$WZWOP{=lI}7sU{2;H#(wnkQ%2U{ab`p&*ZSZ^Nz4s=+Ji4#Qw=}I%
z*~ZSU1m5;MR3L-tKoF=E*NK@Pw5w&M*@~+J86@{CDJQi%LQK<#AkE3uuQWh;TKlyN
z+P86NjNta315@~njEwJ02DeYy&q2)S)f&&kfkZvCfT<rdUnZT7Yy|^lR)3X$an$(M
zW<VgmwO1}5?{Y)5G2mA}__+z&>^5Gd1b@s?kt7MUv6C$i4xu~V=d`&={QpvLG487I
zt*4)zoPg@9Xv?SDPN#ej?lWpnNefkrB^TyYtkr&A$Hvy&L^Pa8?rhhcLk=fYxL+3*
zmW<84^K?w{*hTeS&AB=+{xu~2F`Zw*`c{eso!<^`7{VL){rS(KW5S`nM~(Bxo5eX>
zzYpQi(-9CPp12zr48GAfgxY=RL2;|=_h<GT7iE7$9VS_OU99CUzUgWRL=dbSLn=)s
zI@&g7yZCIIqjPiSRbive+aC}up(%FzRQfto?#sI2m;2$`U+ev{oW6g#O#a^C&Jxpx
z%|4x8kjsB=U#HA|E#Zc^uFm7$<v40#2bs0moy?)o$iRk6mH97we+q;a+8i&GtS(;%
z%5XVkl(u-&UVs(do|@gVPLv9stxC?xe@n_ayg~_8>%sG@s80?G3JTjHHBijMf}(Df
zsf37#NXv<xdb*_ADg7o#Rr6=FL^iFW!@Wf_GtI!jD=cE>jjLdQ4iSKuwDXD#60ML^
z+B1XG0o!fZ33HG+*7De7%fyy};>i(2SRCHJT#j9Y@DEw$p$Pk|d$JN~oxoeD{=Mft
zQ&UhOw@+BD8PTN^>ykF8o(gKW(yZn(R-^@xrt*QW7MRlbzf>SEpF1Ds|Hx@r#|kJI
z_26U3D!Q9`qQ>a!xW&Ag;#gB}OuqbZdmH9=v}Ns#RB(p}f?5{mDZ8C_2Xw41bAV?h
zd~P;pCF1zS@ykvIASpmPYt-G_3}~c$e@sT<cx(T;3Sj#2<IT|p$3@eshNfopCKg@w
zPE`AX+^MHpi}~Se73I_AKl@NEr=e2D0^qTgS)yKWoVKz2&Z-}u1$nmV@#YJdI{@If
z^9nFvX4MS4--(jL;4`F21Twd+Y$Aw&E}D!PA-(PG@bdFcv^KsbfsVW1fW<)K&6mp)
z8V2~fyT1z(BsG`015Z>=kzQs)&NNCWqqp9;0(a5FlHS*Q6}pufy7$`0G4W~aURtld
zxaI4$KFv-66;lBWXO17`$HK`pOE^2WzB4~rQ9EetrLNXc%?AqNNh2dqs+u+&5k>oG
zwm3&lNdp~#gkqo*U+mCM1ziqwFUg)-N**-N&-MbY3?41ETs9r+8#-k8oa*mq^Zp7n
zZS}7T`}#=%)bAB@5@A8{V%zNM?d6^Go8pkvXJ~6+ae!^xp+B1K*Opdgs}&#_r|Qe_
zCcvt<+{@5fa*Ylyf$NV96jwt-L$9Q_cSg9oMLVFb-&$<HA`bM0vI23>UC1_6T_xWf
z4GRxPFge>p_;c(seB9W{1Ru>E)_#;6(m;!kjh(cDnwp<;>2<0pUwQH+?w9xZOZ$L|
zarQGcfkU*77$zQ7VLxu8nWm&Li(Ka2#w4z+^p=)0*h2;=!J}8s3@6M%CjbsZ>0JHR
zN3XQ;XNT*xG{wS3!YSf|shkfcb_1`Da{RRV`?E`zb|2(FeDJGIA?HkonD%ll`p-q<
zq~M#X1XyN%1GOO_?En}}!Fw&gLYoLQI?9^@|JbYMPj4knU^@$JkPo4oxK1Nt-p0IE
zwub;!Uc?6^yau=0Eu*CGN!Q`RJoHjUesXmw#TU{X^#Eh7joBv1;?4JppG8<%fRVhC
z3T%tIFJx^lv8DIcr!1$P@<(C*E!$Im^K8!1-d?#7!2NEJk=Z!2JrsRoe*QgzuI+TI
ze66@vR|#GJR~aVl6X|pVskb^7LLsoaO}^d!v3KMJ8(VRE%!`p>nY}Le$@;GD?vy^A
zIlj!h5<n(Bhkg}+1LwXRQI8@ha}8~$-i?$dz;XJ_=hduZbVPUcryrCDDuvy9<*3)}
z_HkM4Gp#qPtX|RHc`_DTcP|DdmM?0p0062zP*=2D^MS54C9po?R%5X`dDAU9W8XvP
zCtE#Xbd8q>jcRSl?*e{x{`h$1Mj}0NBDFBLS~ql$!7y7Y^$xw0Mc3yTGWTv8oXUiJ
zNqaC<{Kzu}x;l`^=D1#~XGq@NdhlZ&#u{E1&?WVQ=M?%we$BIX5U~Krr$T}=BgNEm
zPlLZ-d%ML7kuudx0+61rXL}FxegM}VYGG&NQzhl<wNy}cuo_7*htAX9EVLB%f#IU!
zLE892<L+b^+svQ%bPaO(Hf&apO+x<82LS50CZ0(-d2I5K^cz&xTd4<-{3f67*3T5F
z=QyjwCfBRAQo1n*yJ5Jq%W?*wvy6|79GisB9*WEXcN(onKb8uZ*s05>3ujAH1f;6K
zdC%oGYj*n6NRFD!^7~<-p=o|sRD-Xf5$5T&jpL1=17%rR6>VkzmFEig{io*G6FE{F
z>_4qFufJ+pf8_^lFEKT>QLC>fi;+J6%$<>%PrgxARaJc9nVCia*b4+cD(ARuc%thv
zHZ0>Zb~}5M>oJTi-Lu3i(?OrM3PfREE{p8Kl21Ci&yyz`d*xL1r+clxO?St~#O(B8
zqF9e9gZ1?tmgf&Qv-MZM+ZMQOrt9byHrflVe*1;wwE2B03aPbq9-sVRHN#?}co3L7
zc)6(l`-$(5t4ojeFsHN|!kgT?a1Zhah=bazew)9~RB$~iM|arbA(zHRC3F&PK`)oP
z$tWmFK6)VR9W5H9PUfNt<~ac3;Q~1>8$q`v*|T=^T58r`OpEY=2H_gNZDESKV3@+4
zeed&2CyO#u9b!O{S%)ZHRbqu$<x};=YI0WS^s5Kk%fi!*XcjrOY4uuXNG3?<UG}%7
zzT{X4YAOf3@absoQNdjPsC|6QX~5?lh(6Op;5RBfI<pd<pWqF09^mTc&ZjS4sm(k6
zZMe8?yM>0FyjbZ}>`V5XR#8^Pygrv<9b&W-w6of&lUvnp{Mu~D?Ue;UAC={##KcLf
za*hB;Jk@zq@m^!R^WEpPf^3}%Ew|ZsCn=mdb!zip1L_j*fo8BMUB$fg9A)w<V?gRB
zGx~W@pZQPkJ+4X_R8`CJ>dCDZG0`9t7<gfO@FV6(9ijl7WEugG$_4+T#{?__{tLPb
zqbPdr*RNk!!ik3J5E&WyxYCzjMNLg;#wryAZ&tS$E#QIQwqW-?2$?<vfF-zkZ(xb9
zTlGCZXp#OGBO3{LkGS6F@&Na|5(OtyP?4?$frqmnEgw$?0BVI6TM)EX+1U~3AJQ8f
zcECe|%9@~Mw)@&tGY1HoCPM1dMpIuut+BBYhGRK7i;$kGo~RxH=z)oW;qbnyY7h3|
zRc##{whEP!CJQd1NluCX`<_xukWdFu0UiK6^-HZSDCj)8#lQd+tZ~tON`9r?jSV|)
z?kdp#`3=n`lr;tm`d{FLolv{HuX*@^NX~9V)otcbJ)Q4$;MFCR_lLiK=kQqE1&W;)
z-1Lap@E6IVWz{THgeDT)N{hT8hfm&yiAcJ@;|+}?=;{lg#{}F%cRAXl<v(ek7L21l
zfzH`DykwvN0pcO#Flh&*04R(a;dz6;=Az)z)3FUUIDK}9)d7eAmD;5*d_joq+e3eN
zJ3s*+fegyT$XMq*?+Ym%3{=5+6=Z~<g4e<OjJplsG|0&y0H75NWPsZ;0KWz=KUn$I
z2G9;XWfAC{6z1&wyh#G!5Vd}=(+%S!QOll4NYDUX;8O`~fC-tdZ5TG`)^w$~^&klX
zaBDK8LBXS^1NpY?16ZMg!4r&To`jc5N=m|#Kx}O69Vn=vsh_F^IwdsVg|A;v{Ws29
zh=_^#9xU~O!70Sqe4?8FyueqyGZk;EjG3Sb$HBq^*+>f*w}4nJ)I-p|TO-C@tvY4e
zlsx7^uYLeAkB4UrW~pET2bBX9ko?_{k^I2u1BSMMxjE{BI>ics9pdf3RPkzLtO+d4
zKt^DH*RE9uWxo8M5$)j_MiqcS;YHPO$E;?RwUtpgR!2lAgeyTxh>eN)#Mo=~7i?r2
zMaD?nyCWgtA=zX%o)7QYK+WCT8}vsS{(`)u|HFtDel-#{Itq^~ju>d!1ANHYFPA22
zf`C|fny>|2aiXK6pR<K5A|avhD#^-dJA5O68Vhl%Tw%c5m<yOQn191z`#YK5XTcA~
zaF&6|=9@SEEr{Fds!RPL;&=Q7wh@2%pOEhV!xuDqP+W&j0FyB>HYOq>`a6XV%tyif
z`V0USXvV7K0V77-L`e8(=HJLxejvuINQx1Fu)}|>BqEp;0}4<WLmFFvQw5;q-v^^d
zBjK(TKoJ82l-|X~c0eruLP{udNEkmKKwk*3IRZrh0K)+BMA#%Sus4H|nGe8GQ;KS8
z2zU^Qga(BtaSz6roPRH;#uyCc+Z@MogK5F$6frS_fjb&Z*L{3^<mBbyUNndUy#1di
zL_shBVETc8jl>>rz$N_z$pi7>Nz1s_BdydzM3wx<J_1e?V%q$7u%5UFz;|IkpdSdB
z0H*hdr-AUNb?WK4x{VklkT5=dj(TDTbtG)|y22a)${FyVwfxV^p@ZkM2kJgTH_EvA
zE#f@nN)rYJ`)fnT7Z@0bcnuwRLI1vj|3kcmZ@?w}zyHGbEBJw{tCT=-#LNZ*ad=RX
YXtp^ARWi=6A)ZW0PEGdBUGr!E51&mm82|tP

literal 103162
zcmd?RWn5KZ_bmz{Dxq|@bc2L6NOyNP(j{FY-O?Z>-7TF;w{&-R*QV}+@BcmL%l)0-
z`F!vGqOjLqYw@i4%sJ*5W9|@nS+Te9xbRR=P;Vu~g%zQoV8MT3h~K;b|C~eAOQ4{T
zp(KPqDZ8c~EW)azYZ1LVA<0odK}XP1IOsk)vZ-upYARoReucss>KlxTi%Z?KG>L8F
zCDs@0V7U22jqp{Q<vW{R=`P)lq>et^-&PC%=XFsx9v}RlR}Azk{rCS~l9<?EL;n4e
zN<$xt;@|JGjD4Y#{^vm0|BoK{E7zEqiwkmpdp=)ljqvVWLhz$LzhjBJn_H<))70pw
z!hcp`rW5CDlk;H_MtLfyqohw@Qn6;8jn3_OK|w(bxs+<LYN^-V70w4^*Rzcf;S0yW
zcLccSSfkZuBRBap+VysWh0X^vBvB_UJ$t?|uj%ONn_P|~b1#k-wf=K@>@~#p_3j96
z_lwUh?w5w%{%xbzhx0-F^|_rVJEPg0j$59O_ZkodnAh)0l=361$a#3Q3He-(7Fs;6
zJMHxKSNh{=b2m2Dd!njMha4OoW4#kqid7ez-IO53Z}Hd>oiro#dh+Em)-o)vj~0WF
zh=!v{gQ}R{zZWEwU8%&~$4uvR%;O1%^Vue(e7++|8gN6i)n+}**LT;)AKBO@Z{GZ_
zHy_UnfX9gO{?XRv(-HVqED|4wfPnsis-({!4s8uGF+Q$z%T7!zAjxj0nW<H0lPwnI
zeYqEZp+%?H+N@Tt`zB~i@9pL+jY?5CF56yHUR7<a&EKD&rpt8JaY;yeEVQ-Mjg0>j
zXIV*)n}qtjyu1@0@$|bBIh|ks&KD}>3-_6-s;b(1DYtohZO(T`;7Rp$uXTl8AIy?I
zFx1&B?#<Vg$64h_Co4j{!Qqkn**?6g>$87KHEUvmtgWmh<EThbo?oMNk1bd`=+uf-
z%kNR8LX4N1-Gbf`#CS8au&{In=1L_tHa0pRFX@mP-FKDgG_imFOT6oHdUYkrtOudb
znqc}_T3T9scYR?@_*9Aegh|NfS)ZG`nJ1G%qgvAI@t>V!c$pCpM6XpFj?F9xp_h!O
zsc}0urRKE%@@1l)5t4XzeqOB8RGXNXc%k)kuEBPhPr{4$TenGvgpPL4UYm`9lG1pq
z1?s=s?OM%$ak4#<af;O-`lJG$!{q4br}d5?Bn5xzG%hD__hFdyMfheQhSIoQRBMU5
zKNoj3x8nLhxH&mVMl)|f46eR_g~!Ihk$_v@-!C3zQ|OPQM&oNxhk&P)&f^BI6HTp@
zS7kD=hS1GsdcTj8lV`=u$|@aC6Q46&jEs!@om?v6gGs--x_a;WLYvR>@82YJbciXH
zp0{Uk)UHcSF69oJ{l31w4hZb!K|!xyF_}ehdfuEspZ8#O{?M;Mz@($<`szU2ZSU;d
zeKi<ODh96Vur=s*x+daZ1|H(w&CNuqmfBH^gyQlXJ!byG-06rggfKcfdQ7gv*VoDW
z`iMXkWB)s|k!Xoxt<~&W^2Wp6^+(&K&bngx%x^U{PJ#)j1OyKkyW{h9ws_ds%7u!s
zB6IcK;oIsFJ_trZhMJrHm5-57VxwT6RATXY-v<*!ELz*xl;K0u{$!>d)W(mv*#SXy
zqhL0iio?HMqEX$Q%C8C+bQ*@mSfSeBxILV~&;Q6>VL4qUo5uAZ6X5=Dvow0|l`G!o
zh7JB4b-mo1oG#Zx!ucSqQED+!fFjwN#b0XF6KS5KCs2zH6KqXEL1BpPTjBHcm?Uqs
zp^z;qll(zseeOVgb0ASJ`*R>h%17JuI4Bz%8=b~4oKAajqIV~&9cF_`nfHEtzWcNJ
zazqjK;LN^`(7f&!?d%G*#|sT;BC;+nF5KKrEM~*KhwSX^+|CEVZFkHi&VxL&&2Em&
zU(1!MO=XzFJD1A!+79RIXnTYmmRdaOK5URyIUmkpY=4N$Hc&H^iy-919Vk*MPWX`W
zo8JN(o5gextS8zBwB3(_=o#Sbe*zGUFqKa)DW#LX<`j)aj=!{?`=xM%fPXulClluL
zN!$;tfRI&!)(=+mEPJIEx^yG9NBUG+H3s|wTt^{O)j%!JO;`lXmA{kNZ;R^;I$pWC
z*v{9|Z<Qc>^+ezW(dSups{Y_{t8#b*A&txRrJ(zlA=bKn<ZL40zm0pGPyg_8;&eEj
zxA;^&F`ibf)^=HUUG7#W=v|+WK=#;7rqJsM{$P;J!$dcDIT^BKRZ7&Eqp?xYmkUUs
z*ABr$1$#8<ySI&8I*&$~Hm8Zyi;TK2kPCBVZ4pS<nmkuWF-UeW_G*MItNWZDS5`0K
zHWisDsuDyY0aK+~dW~P;E_F@TUc?=L|H<0li(3I*NzNuKO+4)+FO;VA>!*4IBh?sV
zjGMT4?`XCdb9ju^;arUZ33|4{Pxs5c_x113i3c*%XRA!4Ox$pmQO?yE-brDFp~XM>
z4{o^NvVKN(AbqFsQV^ZzbP+@nBj2Cta?P5(%l+y2^)}DjDiGEEUcQh$P+Lwg)-?J<
z&?w~%Rr2)k&tJd8Z_hF!;QzPc3t1vz7__RN2W8w+*SV((mBe!NN^U`NusecjW0UY=
zFB0&5adzGHajwy+xVyyen<(kSi{XQnkMG;M%5}l9*pDe+&tW-~NXN?m!G?>Tn?k6P
z>};h{O|}T^ulzq1j$1r$KlCT{JEI48LOCpM4W+Q{>8DJ}znh$%PMnywV7H!AJ|cEM
zT4>Oi*jPIpO8MC2v`_JX*XgI*;x4hg3&OCVA*5{)#YQX~+qXurK3=Rn<4#;=xhWk~
zQfy9#9EVSD6sXRRW~;Zsu2j!DBYjDzyp+JG7l|C{^nJdP&g3K*Zj#4J0>#!?DPI;t
z3)@^wae7~VCst1JXN>vh&%uU2XQ-*z4Us}$))@DpqO2mDQplzT3%1nMuw9jWD9Zd5
zd`pWJlpEF+((fo}dNxm-$e`1xjF=s6Yib&Jywu=mw&{ky3HJ`0$F-uW+#&Vs<l>?;
zeUjrc+dme)-zHh%SI?9v@?w*Vt#)juV@Y>gfQ+;>lfl+t^7;>!tiseKN|_)2?jCy+
zh0JoJ-!M8fFnoM`5b^Nv>MW;a*Xu&`$RoAzF>u9>LFMQau(Pvk^M2?&Y4?RWUG`@+
zA6p?Cetftie@-%4{C#q;`kxqR;NRl1w(H$u&?pN)$v=`u@PzQk<@$g68b|utFwk?f
z926#=cQMj}T+y-_d@UDgfp76BkkpElC8VUJ6wP2ZIWjXd`76?UX>fCoL5(Kq(D#fG
z!wHkrIbLe9oGK}d?nzBc%gylHF|@U146Gb}<7=qCq(|k?=XUlIMtmy^w(0n2vB?k{
zPdHKzE}Du(f-W*L^6X?VnT7QI`_7800Tch0lM_4U@Sh$Vy(qV&{t}gmQi%*LuBU7D
z3Ex<-`qwCBnO8bro;d@kvbKA7_&QQWqvYe}3t178-~G0m-Z_=yn`pGX?FBpi>!0tl
z%tq3AEvM)<&MS?2Xy!LbpHA0%97u<UgWokmoA}&M3p}sRdx#O4_XukQ-p7RFsG($*
zeEeTzPHNJp=tIV9=|Z>Gt)90V2FhjM5jV%k1xYR96|?@p(`Ka6GMFYzER%yoP%taG
z2T5sYxE(2{EOI_mc01ov@%C3NT`-8Dn(uFJY01q1w~On>;c<0vR#A0cih#wi(v&Sg
zUl&KC0$;NLmL!`nvLO5eM{P(P6hBKWs7u7(ELa=s>w}@KR&|=3%{@aGb4GW6pnfan
zDdEA%93?;>OPgU+*D~RTPdT&Wk;|B>=f$3Ma^on=frJevF$>+Y3k4#cF~u}{S~AOu
zh7<B~O}$&%5Smt&d3WUib#;0gE!N$T&gHbX()oQy#`^L87MqEQ>H9yx{s`4pYpEK+
z?}_I6bU2X67;hV2D6Od0x1k?mK}h4YR<zrhH9G%2RVsQfx)W5j3~D6`g%z2F%Wz6E
zPqn&9xYM0cQa5Y^Men1?Gb`8^cFV0^r<d_~FKc!Hu6jS>vOAUwo{Zw3`$6g9H16pd
z%V}3pc?v~n6GwFYbzCCy2NI#c6?CX9V)&G`bjOKv@cCkVnKDFxN2uq~Vs0Pq@8dT0
z&^2pn&{h@0h_ahAa41dUEMq8Sa5s~vHVoIrPd~7-hP!E%pW(v;%>8P#Q6vmge1Zdw
z#QhV9H1NpL?#+A>d)9Zy^ZV;=QnYSW*HPC1Mv@AV#Cex%Tkgru!U6(1+0*UZrzxEu
zu~IwP0D1VZmCJt3f8l6vFH|kg!btYH9=;a|U1)TYl1vg#mM|P08x!>UKup{|JBw4(
z4=T6Q-UM7eHpu)~`#1ekdE}QyL66pOWBb$P@wOoA&_9T=UezqLxtG{>i5&AoQF5?C
zcE0g?ToK<!;j&3C&<Q-J&kM>MG?<FBP)P}eFf`V^f_`0Rv;ff(3^}cc$$xiuDX}>Z
z_7H#65NHs{ob<GrJ)jaM7F||_pK*BZOYyj5G6t)c%9#o%rFw0TAYVL}iv97Bjim|`
zE-tRIw$qCX<<?0KmNRazo0CsqH8?xm-QD}^aM@0d0jx_<KekEY^>7AIc%$jtzgF*2
ztL+MPhbY^gG^_jEdvhtopH8Dnyv<?PcBxrnC8^Dg*C(las7!oI{bK}O4l4k2pr~9O
z&Z{jvl}wcBaHEIDM+wVbBtOHpbq#r9E^^EcX8wrnDQ)Ngn?Y4?4^a5Pl?~JTY1?5(
zpOO{7e7U&R9VtQK_MwazIAgo2>J9}rCIeC6h;Y~*P6POpPP<-yJ)2goYz19tum=I{
zx#T~1`xwHiXLA=+R4{F7MQ9<T%^)e=6BdT7g0790A62eDV)9sTMA%n8$KK7EXHjyU
z6uq%nt^8<X!yh|aVe|a#%>8sN;KJ71lmY}xIiVlEy~3Y}+rpZf8uU7_IcUe9Q(Cn5
zIxY?#e3*P~=M%E&r}cF8Q~%7Tm&2n}*EQY!mKXhH2VI9vKV=_JR)ttts-H2;OR+(Z
z+L1JF%6}mJ0s65Msw5hNjbZ)b@-jXM)ZeREUj2rK27o{+zv8|+Q6+`S_Qp`-yHDFs
zu4ipsueF|M6>WD$zHWU_8yd9yvvsl3NX#k})NQIB^g8$+Mg`Lt+oiPl|8fE9@^-4N
zr6B0;*DX8EBknwmaz{t1yG1VBG;Yr}Hw{uP<(-A|qX&IBpt7@c3*<@cVVywv1r636
zSSkSP`bj$-abW+0qb`o2)z_z{^uF-s*IPSW9nAJp21{Un=U3d4oA?p;ah!%o7h(j$
zJ}8(rkojvJ*x|#mlu-_;;HGH?8VW9)j}~rwqe<Hwd3|DBkw-z#6pF=ow7oqI@aAUz
z4d&Up8}#MOSgusv=TX7t=f6x`JQ#awa`JGpcp7|gGuo)sDokMi@KC4T&R`Vb6lrin
zO<+iA-PCGS$>qzJFWUK>&mhvX*z@8702fwMhF6G)h;burUBCV48QUgZi<AT<`<c5I
z{@5$<6-q&_qLup}TPnC&%Mu@T`?nP~`{Sj+HqeB7&K6lu{cSJxbMzwcNKvp^-4)#L
zZz|79tA6Aw%qp28Mc}b<JMH<$aac@Hk+C)tuzvoYDwx6RLGhI9eRpN;hH8v>ds=ix
zDgnEhZOKY#lpXE!-6-A`G~gkMhakk`B0yU$lx7EN)f*o1UX>!{*?RkISMlTPGRh+3
ze!7VGknnKy4yr~PtfCTD3(vUky>XzA+0?R{@p-(>2b%yO9wrtRJSKf8N#}l)lU&I4
zaT{nCl|L(Vc7*mJ33bDhp3u?;owZh1R-#M}15i%8T?<+-5YQj3X8v|`2q~waeTZEq
z-a2fWL7&N&Nnux^(30@NTshkuh=F8ECbO6&%va)c!OmkbX#cIBy58uEb&zqID$(eV
z>W(5}<om(xa+E-?6-PwC@2$;Oh(7Y%*mfT)XV+P9?tnK`XA$b|*(&+Y<hVg+V$>ZT
z-Q#w1lIfu8z;Cy@x_TDdLU!o`zY&YeWZ3y;(>!jXP-#F-@5wSb?YScDTnDp2t(SY|
ze2Qx`<h!c2S!@KTK!gOrr#`zX-yZr9MA}FOf0T9*bi}(*fF&uPtV^3eC@H#_u-dN)
z=X`jHDzT_F(&}}$Va4fsvXW>4xDa%D0E5(9+-tB!t&+H$iX3ci#_{Q)p`o!DbtmfQ
zFsWfjWsee6*H7u+7pj))dUc26^k0GIjf6J=WIBL;Zr0T26>}xMj@=Do*SIB@|9rC(
z{N2?hLi&MZ%xDOO3E7I33sW#~7Bsir^gX!pe<qXg&fwU?danv}NIPhc-*xGB^VL*W
zqn#q^NhW`H0gOS7h01~IOINFw+w<)(=aS4F3V3quh`Ue)*UrE{ZwkTHR;0aQgoK0+
zP)r5@rm2vtlwcFo1n5E@Myx`ZQ|;ED%!(?NxP2FClf3mzjH7{=uqa%)oQI-ZyWv|D
z(<JBy+4BCt|Ga<zX6Pnr(zTXJ)nV?JIc}R0zAQ&UClk&68Fi9GEQJ9L5fKr7aTe?@
zR=#iNdfMN}Xf|2ORkN_O`towyK}v{WLw}4z2r4-fxYZH+;Ws@g>g3?kdjEwGn*CX+
zsC!Pm;-}Kdq+*fd`EuKUXW9}gNLr1uGFg-k<nN3k<PC);+eqj2DAQ}xeJlX|EU38(
z&ZXgsl#(UPM1Mow=Kwjh;qAAsIf+IoOFT+#srtd#=oE`zkUBIYYa$RsR737jlnUzo
z3v=m62ZorG?z+dmOCIouK}Nx(Q%620RgR&QO9%Vsob>hU*AX;jfgl&rNco8G2LB8|
zz)H{(hX3ORzo}eXTYK}q*LIEG0ZZ0VpC-adz+$e|%cI6(asx9C?Nl|=K-@AZsy>oy
zl|_O$H5?h%V(`;?vd|NJ?xkjp1vPhex8xeSUuC7e?+e(CEZX7lmBC1D@gDOxsfdac
zLiliR{0*^IdVlvtAIw%8LFtJtF{(?H6glhyl=d4FGXndql<+0DQl9kZ-*)%UWEOTb
zUXR-#oLCegeMZmk5qwIH&RKHu`yD2<2BVXD(*PK_Ft7`p2BVOpDj#p&%)hoQun&L@
z-I%GxMZ*8bz(UFa?dTH)u;fp5bOM41rmxC4mgGzv9N28SWXN7#Uj79j1$3PcrW1Xo
zid;*{8Ro%7TL0bs3FmECcgCf-{i$BbUGen!>z@`uL$qZvBCTVt^06z2hY@rU_EpAx
z-zF0fYX1QIR%v<Cg>q)E2(!sI_>x@Slbe*3G(sc9oelnL@VBIR?aKSI<oj1M>l{t1
z066J~(355i3s4i937pVZJW^#^;v;fMX7G81D$-Bkm>5fkjnT^L#sNq<<;eR2{&J?-
zFy$F0>n#io9fF4DIWebk)m)^l&HaIUTDyT)C(7CRX7OJ0i7XYX{pw(%FgEAt6yY2R
z38|+6?%<SvdspvY4?5;U_&+3dus4#<f9UF9DxCj6@zwv=EIlA_H8nK>t*7wK3vkE(
z5VK$93+aCgDctu0hUp(@K_N$YBK+zmfro<9<ySX|431a)4gbI1Lu~)g@o{uaQ2)Rf
zib7R8)c?y#<`h4y9~_kAnwpy@e=w0`wz9USf7R%G_~S(576Nhi@UUb(nyD1pF9y7H
zNOwg=1t?3|uu=;Rj`_lIFC*|d75QrI$r7oRUX^oHsFi6at9x|?`TK8-Wa!bY0iG|5
zd5Q@4A8<hucZOEK&-K38QIL}x0pwLkH>f1Hx3?;QnE*)G_x!is9>@@Y9#0kZNMW}I
zJOo*w$K{^W>K|A{Y;0_8P%r>}2Y{dLVq*=s`cOJA9*#O<xo!&t@C<<F2luTB+TkEX
zocH9fNJ+Cn?F=<IRf^aT5`A8d3z!%kDACTtznMaSt!JGBfQ;AY@%|-dm7tIiAf7C3
zZHe~tb0y<rg7DZZF4npbn5~SAVi|O}La6#c22I5NJ3ZZF8G*~zIq$STB@rSlCnrZ3
z`Sd?$Zvkfqd-D33YI`WKTm1t_IQ3tjqiZxl6Q$rK*c24h6O2N7wmlMs(x1o}rO6=K
z1IX(?VxU<8WSse+2Ala<4j>q@-yk9i&s<$!t9j$%;56v}ez9RUh&EZOQEe(BEUd4=
z2Kwsqz!z+$mgeTOfa}oHTLx^BriRAqGlLq&sb8DqGn~o^$WOxQX%fif1}()&b&Qtb
z<F}*bHpWQjRJ=cy0s;ac!FFaou6De}?=y7WpDM*Yf13WEXXPT{49y`DiVp54WPcoR
z;fT1by~D#t;NgSi7kd;YrRjLOKS%19&zDVeKi_)0M$3n~ZnOaaQ5RS7a}!>sjRONv
zl@JDkQXdgL03N;HNk9mJ7ALc*=?+xDXq@oyaOCRpLJ&h^Q&Up|1D1dV2XMH93^Y#s
zj$4B{60x25n!i5#CR>5kxxYE}dySM}%T58YMz*m(5=CUxs1in8Nkl!z0+5CB-j0yh
z-9MHsiin?`mGxk;sg7f!qoZSVXJ;qa;5JWBL(u#4zdZq$c<{oGM?R2%%>w<EWFkYv
zo@L{gT_74nyeQH3`@qhw3lyS2M4XetBr@<=T=Di7zW;JLoQvmlG)2tduorA~LzRc_
zpdBl(t#$5;A!nwOY}(q|GJLsV=WlST0BC&*Q1#l0xBS|_Mx%6{)~Z(;f~F%5ozr*c
zTA;IQ#9*y6#O-Y3lO0&s67(L%Hz8QJS0KD@4u29*+Stv|$_ei7>~vm|O7<c}JYz7b
zRqU@%NFp@Me*xzYfJi1(*eVc(fO_>7ra;N0Kdx_RXlQPZ%a=tM3VBsSF)<p&vg-uk
z4X_qV0C@o!3ZK(KSkVQoG*y1#RmfLgwYUK?r)`0??1BO+GI-{2`09EFbZD4E)Y0Q_
z>lzDxA3>=EBxYE*y3eP_$45?wjdlSb(^y$qfnK4kcp$(0-<J0AgT8r^Z$pIv47*7D
zWi_s(mTQ=MVovLME%*)ifaDF2LQed#6}p>%Vvss(D49GUZg;u+_T4}h0HB~Uohn;G
zxGfA2IA8&~?0O;z{Jwq5srUH=+R6^3Pm1}QKiDio@%;YP4DU8$g0Gtlp2FKBKuuZ$
z{fJr@RHzyt#%?UVLGXM=_vt*Itrmk2f(BNoPi^*_;tXheQ&`PE825e$bxm@a8lW7*
z6#!EW+ZPvkD+xO#(UESMI-uUIm=66gxB+KegMR{l^vwm>#T?fDv3z-Xc^qM#X8*}y
zKI9s&R{*F9hQ5!8R6|3H#iZ91-y7g|Ihe6O+vo$FPJLtJdniy+adS0C$D``m)at+N
zDuSQW`Mio!OH)$j!6S@|LQiKl3cPQ}258AQr&ad?>?@EvqbCvt?rv{M@PbkJydY#=
zEex8s@BpH#quE=YuKf0kCTF)@3ZKM`MSf5`V`<TC^$eNr3d15Dm)vXmdx{rwiRE8p
z3z$$l*LCT?GnGcC=A&66^mKHco`5Ox0eVfipTYeU*=2TAr&zzBeF;D7zYgm-UK)l;
zG7qF)%vCfXkJA4+1l^zIWKn=G=o#l`XG!X}`r`-w{(aU@2)Lc`!N$SGWBvRyH#eYd
zmw65x#3Tr$tWD1B!O1)sy!%fX+%7h^3F10BIvdc@ng;D(p<P=5#s-}W-bb78RUk*;
z^Lyj_s)jQe{CPQ%EaK||GGs6&z+fmunG>c~R-P;Ez93|Y>wx-5upb@}x?P3(zy+j&
zG#0Z+?DV1pW}|LED}^M0C%N3_!@tEyC6z$;rVl_#z~DTqt3WO|5vl+^mqG*hSQ4eE
zcp^iZpI^tb82M2%2BLcF`ak)AUx2nu%Iq{hA6q<ddMXPwK+qDXRKIFeDBtL|d0U&9
z1k7PQihg8aL0i|aCSJ}GIZEHtYw^0noK^X9d9b;OfsY?9qR-vt^R(37E>IRiF0ZT{
z7Z!$K+Ph@GE0=u_8xWwXJFom-E+7E*<xAqVHM=eilF{EOE32!%C?}*q`V~rubW-I%
z5z1a><a~Pi2DW_+=Ch^>p}v25?)=FyJPG0cTl)X6%RAiLcChgA!QNp&sgvT_2#$Gi
zYWYk|OVYGvzZm5Ivhz`XYe_s-1{LL@@QdF8*>lTH7LX|Le*_Kx=gWVq6^=W&^?u{_
zFs9~x_h{XYhsDo~kBMpSv%c6iOu_{@M=;AsIxN?{5fv5f;gVSCIRQCtci9v1O{_PL
zr=_RM?)1qO;@S1v_(ue|1<SUH{1YlG-8Q63Ti=zRavbb}LZnOwn<!-ea*!=RJ>+jQ
zNl>J=v=`gP;W|1fm2IYKf1WA%559_@BDFH^OK9Bw`C-yxJEpa#xiHa2+s)%hR!%Oe
zJ%FW5o9DdhxWa*;F`0n-#CYk~0LkwR8@@xLC;W82Gfj^3{=LH?=4Qjk2$|yJVCR%?
z3H#T-Ca`C3E3cc)6CF00eeUM?U39}9N&77=ExWkp@e-F8>d*50t+yg*k9oXz%uQ`v
zcRbB_y$CirUb}D){jh_Ex%{z#$J+SKT+)mBcjK=GrN-3B!7is<;Q%Xsw~gdtEN#pZ
z8}&THDSzp2wxJPME0K7CmLGo|Ei@TV9hi<Gg;<uics?2&#%N*5wsoFN30XU6Xi@Py
zxvkFUJ+dRl(O6E}syFbko97Y*z|tpq-}=dkS1Kkq^ZF6-*&Q#Hf5}d`b^6kpYPV3o
zH@r3JQmJJ>qn^Xoy`<Mv9N_Sd!-dIXOvFk6(X2{xvc<>T3T<OUq`Ewv`;^C{jMbS}
z@~6muvPLJAw1i)#LMTdX(aV?qq)^1vY&Mrq9MFlwt*E)R(AhL`<*70dS>9K3?6zv+
zQc{u`zrU=d;$nrhq8|pw6}+-lH+U*{6i_WxRElqex$h{`apyHsAQ(+&scYy?>Sgz9
zBoh2;ZmmYPrlj0KgC{M0*>pvZ;h4_N&L^PaHu$UPCNH@v$6{KayLCNzeWXJ5jH7_3
zT(3-%x3l4trC4g&e5oH|P8YsL^xFJtu4{T3qYn9x2NE^unbr#u%5`mlhtU1#Yl@*l
zoTuL4dKHT;)(=x*m*e$UxK~{l0Zv7U+7VXa*2R?#S2ix_FxcBovhP3Fd+dAZHNjYO
zVQ8>6r*a5qaJXf{9wxCYE!DZ`G^}*<5A3TI{2*vL-g%_taLQti{gpuBs5XI>&u+J&
zR-DcCYb^KU@7uI9l`6S3y@9_>0sj!ma#W&#l44Bv!W$L&xIf=r;}5yn7Z?@alfF_+
z!4Y3Z>gvuSX9+RjZL!@e#<eAPs<}Nk8{$mmeQfrOx5A!j8e)!UAc>JHtkNi&>W^m&
zGQ~mjea%_>i3JZa|L?f@WaddGZ&VI8vez_S1Dk^)21*t<Z)kI!`6NLOg&XS~-th-h
z*%0WkU&|Zn;b<5b1G&?<mXWpuKACKEbPfkU(MHl;rQnbWE}t6q_kFJWYLxf95~s#E
zw#51;MR7B@AXeH~2?)&BKfY=fYv2mu3kLt~M~LEo<*&ne{LPiRaJ<POMx9Y9$_?rb
zhX#{Puf$;6^-9$l+z(IKF{fRnvxPpanah~QiEuT&4CG3_w<+`J4C$*%u5?o73snMP
zR{{29B{~jxwsJ%sf#|$O1_XI}&uNON8|-{$f~G`u*8Tpenrmc6kpa@zNW5NY_W|Q!
z2%lm72SMPv*289zX%(mkdUy1b%n*Bo<9zwE@aK()+D69TzroHrp(LCcTx;Rz?kC!m
z)&!-lm=RP}menu`0TmOK9`@)FB6lfj-dv4ysv1h9bk<rvM6liS)5|2~kv|l3O<Q<y
zSsLs&-%7f5Q|J{X&N}4%{&C|9tCe#{aYO&GjZ2f<Uz~QnQQiK7RBW*kqS{*Kx}EnL
zgpZ21y>Z24n2n)VnV!2&#pl3LrQ*H4q8Mz7&S`Y}GO6R3o1Im!YqX%W${o&uJ)M>t
z$WCjIdU2}TAoB=1^%qn6!myZwi^}a2opkOyjwQ#8hWd9jvB3s+E<EAk!J^$DU6A!B
z#XuNTJDoOe&7xXpRR=~Z#q29TlpVk5e#aM*<pnoCSe-Dz!mQ%8@16Eee-O49ue-X?
zi{JlXdG*WM-|<h`v<J(#C*7ML>E|$Txmw4J#6~h(BK7?r(~wllqS0tqAnf|12gOK4
z_3QZ1q6|6=Vd#v&SY-d^aCU3P<+H}9tMRf?&XAOu9!<}}FGys*)=Du}>rEcju2zo9
z;m^bozLgZi^Q@TV0ugT$HbVTPhV^#K@rHtKlRb5ngTJvs8B?}D%B?o7#*EFk{LeXL
zHD@tCy%Nov#MYZ~QJ>XPQ^5+_$J@ywZZ@zjuJ8U=yZrTGlVY$fQ-0<4Yw~*UxGgWK
z{37oARZE+NPYDvqh_eTaMy_T<&1@*W3}c2zz~6vSDpW?)-I%vB6c0*hzh{;i(fi0)
z$^P{HCM6+2k-@d65P?5jMWaE&S1~x6kaCzj+7rRDpJsMgUkyu3EU^v$73j)hutV)e
zZqmC!CD?B(g4#W;5b1Z>>~>iy^ZN_#cxZWp$)V0E=I{A=mU{I<>3)0p_pRQyZ?jg;
zhGZ1Bh3!PvZ<QFQ7+Tm&bW3lGaSdTj!}+7SEB^K(<m>74GFzFNe*GDC%J1{YV``zo
zzx>x}Kv|`y@Z4gx##<?+rb(0d;eGTls4V8lw#8G!Y|SGIR$3BHHCGQ8I5J|=B|M&n
zCPc^jZYJ#I4O&gUY^JW;TX$$d8KI(dSo7MUiRtMKMOD2cc&amX$C@SP`!8k&#HZN<
z=z=1PgHaN!EkZBw@Gr~-riEa{5|*8sc~$lGr-hEnh;n_D>g;t>(`Tx-Y~+9LHDxD-
zpX0vOnxX3XjpK`PZaZ^H7b4WV{PE(ijY|B|;X}`n_0<)gt_|ed96Kz%La?g0Mmz2r
zTUu^NH)_{xL=RHS$qzn1^C;+AYyq3&aeMyO>`aAJ3>_F49s9zoy{?bU`j58L#m~q@
z;U4=d_3o!3wDN))$vrI#qNQu9>qD=${762JySX-r;ukTHwN+JuFb@7J(OFE9IZ^s^
zOLGaW=_Qd9Y|cV>i<kmOOonu3k^zy$n)*_VSK$*On-5J;quxiIVIVt)84Ok!YtT;6
zY?oPmt<#!b98ZE1#B!**SB*1cYcv#9K`ZZ1rTb|Ww%~MJyN^bx5;xcMV2~m!^6OV?
zq2~I_PnTQ`%=$lD<*y>bmbXX7{v@mY4Q36nM^Vx$u$)#OS<vJDCiuXk^^PS~LqKAo
zR&eSAMpd)><EQleX8$h7vMF=pv~F#T4$WFdx<cAX*UK|RQ8%1bG$}@<)u$HSx7Z4V
z<ZG{n&Pnb1AFRrkM)6m*L$TP6G@Rn`BwAf}2Z!d0RA(+9#3ED#7YQ*I?_3rbG8`oe
zTfg8)XhA-Tc2obTQ*z1*{KKeguOCNeL=N9vb%7&YG})InH%QF2=h(0Os(fOa-d5W@
zipz70u8?V=Q7O92ODb3Tc8L5slcY%4`g4w(Nkly{{x<HPj`z%ebLILPX!lZ*@v^=w
zXP(N&)vRl18GEPp|85UZVtn42?;)Is?Qs`z3>oB7wG(QL_4Umsy!CeqAic*C82X-*
zs_+T7Bio*1{fbk@V)9{<DU3P^l&*K)wH8*5^XYmsr>P02VY8fRQn|2eG?KYOU6}5e
z4bLLJa%A(y`^V(mS$wrhVX{*8F9aNx{0k)>{5PBO&8EXKnw*jOO-1<hdK9G-wbeBD
z#|y6fCq_59)r=xjDn$y6as!b8i6d=%wsYjoB5RNpf^dkl@B7`ZHzHD|7IS&}gPgP;
zS+enS#FF+x<q0{EH<Pk$NSWqsx<#e=<w^zWuTnp^zsIfXE$3R7w;mssL9)VtRu>~U
zu5_Xw!ws>e!9-UppO)0zv+qo2W>yK97w<Z(&w7Z?ri5=R2wT%T40OW+aIeIef*QIL
zbEbJqR#+JQisBtf1PXw4(y1yiaBhP?(aMftgzZ{925Nez9m%OSoR9T1*S~E@?^)rW
zkBUJ*7A1VymAQD^YHWn>%^g+KgA%N~kh^(QQPEqkiqT`SbZ^dl_?RZkasAIlIVz_Q
zm6!AS6fQtgLMM8@?L4#FD+xLGh+^+yo)Kg2pkcfKcQQ>d6Q9erhz92!o}L6mwg-ui
zVDiZ|Uzhy5=SH_>qV9B&ErI1X24z;5y%F4q0-{E5dIG7UZ+7)X%$78p99dWU$5;bs
zUumZYL-eCiuS0LA@!0F4Vd4)q&ynaYtUpbD`BQ?MMK16_X0R;=x7SOfx;F2nY71O=
z_Z!apo<(M`B4R$G%x*)GTk6blKepxC=pNj&jtKCvBXhGqFg~H7T<DRsP8DUmmT)>P
zDRxcy*tT_x5G@5@$B4GJT3PJ+pvWK#uH>v^Q6y_B!r#v>O4DUs0k5)X=_I@o47#(p
z*!QYguGhtDKQgp&x~$#K>`scx6^7Pv+@i`UKhyYGK3xFf!U<Z%HQp_2zAcRizx)nU
zJl%JmJFhD;(md-}=n(8_Qkbtrtm{~SH$v#+d<SXrB^}6ipeiKNjBOXWbA^?|ae4(i
zBduB(_rRpb^Pt%JsNvVad!0qj%2<YJVm2t#>~(tp6Y7EM5}{exMEbaL{&Xjmot;HW
zs;sB2rq(3%Q3Xq>;5ECAhQLEh+ir~O!b+?OjWM+j!@zbqZStoFnUOS4hVrYjp?6fo
zQg9TFE$niZ;nv>!b6O1#AfZ{k70O2UsN=+>`(f~e(-b=Ca4-w;VtHa-Yf?91X>vSo
z@yzR3X8balm2xT<++Ry&Q@2;pnCU*kE@m&%638ZHLsH{>q=WiNYsqHTA!&8x^hvY5
z&Gxv+KFTH25GO3I*LCf$QpEd{Ro)`Y(v-r1;nyylEp}HZhaB-rB8!PyuC8>IQyuhn
z{W~n<SW~}E#cIW@iSlKq7#hg`wQo^|AQU^tdF3x0jP-xc=f%>r2d8l6mW!~DCaN61
z+H>{n)DXs^d@biMZOrnr`j&-ZyQ=o{tb)@M%~DnYZJ}T6UTGsX9%{*61~uJ<6r;@V
zPen~!3eE_sE|^XaXZzEPUM^OiUsqkqAD9nZm$Q4P<1Bq17OUK*MSQW!-(4>>Ufn6u
ziYD!jIy0U*V>rQGw=+;mJOrnm=j(<iscWpq=nK2Qlp-pBTE;#&#5jQP3GkSS^9U9?
z3t5iV#N71T=p9FOxipv^L-qp7>mRT|MX8d_ZXS+m=|SRjySh2YSs%W2eH~W)s+CA^
zlk5Ct1@4dkasfSGnHm~{B?KqxswMXjT<mF9{p8++W~8|%2>kMJUDhdS?$Ei8TvRc?
zKWk9SV#%L!7CAW#4_ES3PE6y6_#`((xrnz<uNG#HygPIvV^yvuqGP-aShm$}RZi-P
ze4}>Fih08<eE@se%`AVcgd}XQY|qS7v7ZTg%nEXa46H<$UJn@~l<4SDbvb*%&b;p?
z;F(s`VibFE`kWrge05jxn@nLw6j@18Tl)DbEd1~g#~;ITOw*}5Q*Yak<Jb4^A4@72
zwGUFz@Wlr}-`!pL(eaO)+b(DUx$5T&y`~M<I6l=7X|4D{n8i6N?e_QZ4lGBLYf)=Q
zdcAuzf6=CLA16YpcdBulFoKf*^+No@W@9-LmEKHlXU5FLqINDWBT3Ak2w+hj5O2jh
z1b(IaEkssunXZIbV(Bfn92VLB)cPq7DVZHwYQ3_ZZDmsIJP5&(ckcKsN92~z{Bcn2
zZ<TTb-D?+Khx+}%c1OrgwT9GQu8di;ck;tfv8{~sCH`?k2G^O@Y_p}?dA^Y0LhYlj
z`sbWFG5Ok5bIjr9Ge|B`UjKLMO*Bfzjkl9x>AwpW8XI1{ALOauUn-Mg2Hg{26k_KF
znVc+yj5RA`%G2+L)7;IkF<(mupB=~fSZJ6sVGw1GHQCG_^4yNShc!^eQ=40EIDJ=H
zs;p5QNPpI|@a_gP=!(Z;tdaP`WM9W{!ONnUZ5S8nNXdhquP1>+*2pr^1>4fCH=hU?
zQF^6jG)ZRD`7cq;E3`MQW<Jc&0XU`QOm)%S^|Xeg(o`ce_uT6^lxw=8*#bEK+0wEJ
z)LQSI!h8?pR<^2(tG7rmVE$ZQIw4?<>|7nK&!UY)!&DYZ#r1`2*BSnf=nXD7#5+<e
zN{880qPM0G|7uHsezQB5J3Yf8zIC3bD`<e3QYn5Ke)A>;0S7z&mTq<kbEFm0J6bJ2
zin!L$^kR$O2V%lFLTqJSB2B~6;Ur~CdX=r5-a~O%)iAx>250B;md+-HQ;0%o5P6<V
z4|<@e#(@MWgYOFQ39RM3r5z64J3WmhOHhL2%29h{aYnbPY9|jZZL2rM{boX}<9W?+
zJ;ji&+o`jML;uia)i|~OYA6}1#EClcu}bK!u*$XK@c%UtwGtW{+AZ3V(AnNO%f?2C
zTe4(d)D&$ms^8&ompI~iW#z=vd_B5Dt<p6#e{x@l)cR(Q;J68_8;peO+5s*Oi;v@G
zt?S%4!Zy;XK{V%Cl98AXeAHZh|I)7SYrZb5iP2Gp9~Dh$KGcVDBAw+b>rYtELF_|E
zAF)sQ^z?f=1-I)B;NR$Vo9l%y!urH;U%i)Mm*9uq)HCM9@4+cmBri!U_6aH?-t&lQ
zd<;SUwpSb(sjArpJNRbrCa5A!Q10BVG?+_V?Ci%+Q47N&A~hFz^;?_Ls|y0vT7dJ$
zTm(=5wiCl*`Y$uY6g5*6gc;hO@_eCWcx=rS&pG>H#5YrsT%s5%L*muahD)OT1(|@~
zxFMjrj2PKecIKgxnZ(~G@{!I5We^!db09n~OX{#Q%iZ+MOu~xyr2?n8k-dQd3bhi>
z{lG>>Rz<wD(ypZyniYBKx8D-4<*o(przbzOnBU7~JjU+6nhnt_?tWr?7Azjs8&OB~
z;0=z0NL95rdMOD_$ZW_|1tpkFRpkG=23y|4!PD}CW=En!Zk^3&D{kzXiS<4PF<LT?
zlV{2%7w!FJ9g^`M&y9Tt*ii%*!7)Z{o;%db!;D$BSIf>1x%uU>)Riv3E}XCs`iHwK
zI3k8Kj54(4C@tSrCmj|l`ph0PBN6_CoRh9dOru2bDE4OyKRjx=#C;MC$yuEC)ij^q
zeGfTQho*oynp8=$*(t;B9vhxsO8ohkh1zibx6Jy#$xgCdkFPK=FhYWYWDr<SFRysp
z?5r%n!rwwJ_jh(aM=)0+0R0bZUph54_0OL_FJ8QOPfD7rC(W~?;&&YM{rJ$2ed_j2
z(&TwQ-`I65kt<%?_Z2y2BIP@n`v*ZHPFL|ZX=CFH&?1i^0qzuwo4iaeJDWd@63M)M
ztwR2`G{{4rr-|D8R1WWkd7<yO5Kk3{>ZxbkFJUn+@3jr`bQgNBCcUhzETct)e_@zQ
zR1O8Qrx8#Abai!s7)r>b-wtG<(csUl#=Xd5Vm)B;qg1=03Rub&*OJ+-e<UZ*0xJla
zq%x&!Du>${*%d{gm#1fUB!LHz-}WYpNnh#J+hqcMFP1_^GG20W;0Oq>mF4yng6js9
zz*PlYO;If^EkQv+ZEa70g2!agrlOGea($=+3dP8eMXQ|~$)_jyp!B2p#|nYyi^%JR
zlsa1FI{PJ}6r?Zam3OB?a?A^WrieI-j6YiNTrMAnj_BTxx;vb^Z=a*k$=&13aW&Y@
zqkdcQW><`)u_VdIXur{;cC(sJd!A~_p1tgsUc(8+E6EvCLe7SMkl>l&s$3W>!$3lu
zQ|%2!W=PM{23*iCf(0$n?#m!&eofXpi*!#++B$Zn+Ic;nI*U;mN~aT>nT5QO?^S>*
z!5pmrmOwYF_|YP{O()Utra)?dH+Mi|NL%~kl#>Uf*K&1`wz%$N57U&z_#SuGV&2b9
z2roVJ$wB4yJx(Igf_;abpDDXhp33-`V(t`fuBzpr#rWgY6uWsmeWffdsPbN;CB+(!
zNs|RBT1Tu}9T5YzAP0^Y39W9PmuGO_zM!8O1{|uUDU%M*em^Mn;o+CKH5I#4<rlvf
zWoHn)i3EoR-!@%PPiE<mBx1EnZR<8UpR(l@sdB4z?Qv4P<Bm9`XGwBxd~I+SW=7oR
zbr>}b7$s|Mx7T6>6#QRWt3|QKlWt4ku$bh_C0Zde=cQWCc&`bU0JP2rygA%13BI25
zRZf_AgQZK2xV34)0wX07H{%a4SbEAbr`YHH9^*@d)DE0wziI!B0fifQ;23d%VIYt-
z9#~+2$iKUDe-|r=%D}<l+7*fs7#R3w#@(I&hBeXk=JpmSN+n<jPw_)F5V}(<)T>S3
z2BPQzpEj@}JgoeNaddPX9jh?tFzgClZ1MOAY`s8Y6*R#%d(UdBm?aznWM5*a{k=Uy
zhnHJmP~&i^g&W)oaEfP~^&-`kw+Y$B<JszXa06~V;!bmODC1pMN9|=@ZVfAgM)#h_
zHff<_nh4iAPS{>>-6_AH%Q3syOaA?P^R8;oYbz(|%zVF9LKv&Wp{Ao%%$Xvi)%v`*
zZzE>vIwY0_@@2N)_xBunVi6D=dUp(jgkvSjwn*;n@4xR%D2^MVv9!3CGO}TH{u`1-
z{^9+D<enJ(C6U6>*5t>qDfZCYV140PmYxji{Yt^UD%Gvs@XA7zlxTYLOC=xBef+3p
zU;=6BHuKZD>Xh91<*FQqS(Qr@>7PuVSODOPCI-n1Ew`o_S`t2b3@;QJG4jx%t|Q^;
z!QFixnDZ#cS}xJxM{?e;gposTpj90yEPoez0|DfDul2)_TWEbAM#lTb^@9$;L50Ql
zlXXF#3mf9Il+v)DP2ASlYHLJHgmwnY_%j+>W##keef<?B<BzzU>mqRqTfHsG;$@K5
zFQQ6(Vdy}%YT@J{_n4noR#qDf8Q+>7Hj14ZAT4levBoIg?2RK=X?it}l37`U@?~>U
zAlmc6!2@x{zw0J>lKJcGRFzIFLrdRALrso9wK^+|^J#lo&<3Vk+l0;ML)VeRKgo&D
zgLDdKCrXI|`BI7R%FV~Um0T+;Dg?qlJY;=O`rZ(dwYJSsX0Ql+5WowoV8>^-B2Yrw
z*{uF?RZvh67{mf5D9KrZTY-tKGa2@!S~Czg5o%9>;wl0O0Cr49-R5W6m+C$g)5~ip
zXu(?*&5RtVe`3nOVp+-i8i|mOoc*3Uihp)9=oCIhb@9^>@-9{fr$g?i!t;ZWZGI*q
z^}2iZJ&!!<ONF*lP1?l!-l-(J)Y{K_Z!YJ@Hmis=R+sk^Ta$!6=Kx6(QGB4s_k=vX
zVHU|NcKFVBdn{SaJ_3#4l9S}{2_iiQNS*ad(1M)SIz-?Xuo80Lu-@;(&ZsdqmyI*o
z4qnji;B|Wckha1<Jy?!{HhADB`bD4N)R{xme;SrBNS0x!UUTwludn~V@<0qkSrE)`
z2@ffnRO{n~_H09L1Fvv2F@GbCHmdsZ#6WNcTt#HOFD5KDY0c159<qJZ(?qA{xHS7Y
zd)VlS`AHvSQ*}twFT!@3O#4csV~c{f@z!$!MKmX;J1PEjKbf5cT-(B6mRjbNB%~D5
z7H756tPH+*$0QxxSNZ#}5laj*sgCSGw|A06Nr5g#`p(o}*X<?1%)$|BC0{QtPe(D$
z+sY}efwu7ub<>+UI2#HOAi@`FlJ_28QGA7ee7ing2IdQl%T+MLIQWB2iWMm7jX<mi
zrt=b=rmHZlA_N2l22t}$xePukihRj<c+$^<Xt(f%2f$<k#QXEDq4ArE>FGM)O#ucr
zp+giHpg;3?T+z)b6k9FSSLWuLfDw!?9_Aom&Ijgb9G1$es(vtw;^((VQmozwj<%Yu
zg5BTU+oK`Jn^~DTd-bY_zfb{2?6OrpQxF%cY<_NTP5L#vtgCB%_Xe1I%odFhtgHjM
z$gu6RSIgkU@bEi~72sNxXahr-8!hu?Zf6fqbkdOvTi3Qvy|SKb8vzb$>80;_9h_xc
zR;_tR*TZP`I~W)}ms_tGRj#BWM*lL2beP^IK04A*nWLm%Tf3yzRY89kxq5p|-sLje
zHeRSz%nO=|s2z_ItH<0!yhDM|$YS2DR0Z{PmR-RV$ULs<QpNgyDrk4)le+eJo$npY
zU0l`C_mb5nv3CBP`pH>LDCG)I*Fh)wq&ZkJzn+-foP8f-t>aRz5ixYLbCNEGiy(r7
zwy)YMd9@_ePc^S#n!$4W-ju44^r&0K1(}XHub$~<h?bu~$67f@;p0;6BVW-e=^a6b
z1%UO^(&>EJg{hR+);=>O)}QPnVN!HjlW;~)5BjzXep-|$YL9!vNB!V}(5+GNi9}#&
z2_&<d%-B<Pbn{drpHf@gS16?uetM!Sx4q$Qs1#VeaBFQ5)SCJw^C@}>s4E4k+*r=z
zrNvLnXWSooKaUp{#1+KdiNFPkMb&zo%4vrY?pHnoqPU5NIoXP>k&Gxq;;MaM|6W*J
z9CZKzV!z%^0GzA9D*~d;7EFH%PJn4n;6MB2uqla#hSo{{?5n(eHlXSM{uW%aCaM&n
zUh{c03rseI`ytkvjS!ldnStQ~V7Pg2n!VW<OQ{|NQcsKb18%Ol@j94qdaqCprc&qU
zJ%CLlsUs4o&7u09>|4!^|K$RJe?>a^gG8T@o!tpADM%*JQ7>iT(iMi)G4~8c3t=#I
z&cc&#n8gi60b|6`0%vN9yth9ZJ}?r66l-S$-%ohmCgnkVbhu1tymH<&v}O1Ys1Ywl
zOQo4Hlv!%=A!KO+;Sw&RFaDfilg2D|ApC2)<N8@jd(<kkm~;Jp0&P@)$t$#%)jdeO
z@jB|6H2WJXzV-7J4G}s~sOk~q)#cseWd?wK>as4a#kcaiul;-lfNbkQ)sM?k^2@X_
z;P4ojq$%FJI>^2wTA%Eo|2s|ja+#N7XZ&kf(5pzgwtZKRm%Y9^NDWQi=&{^Oj$-|X
zY`vHb_T4w<uC$D&ljlf_n#Z5W(L`(`;^7b?n(ZL4G3<c=9{ML)SjRdamSN7we{OIe
zg>^%Mp;p|%Z=G@LgLDIF>Q66PV0xqN)6+Q?M>SJ@k3lL0un$BwFcWdQ{|wbFF+OOU
zO&SkPNnnO^_8o`0HfV_q-}BL4&q90ImZG*ihc1of7%1dH@Js^6HPoyXh4Ops`Juf&
z<3C+QE345#X|~buP;2hud{N@Y6Te54y}&5Br2AV`lzOYIAPPo0^iKV`n~)sywuTaA
za{@*}@pJ%lgj&=TU5w*_Qw2<skyw}xr{01QxPo!;jRGhr#Q=GuQAi6EKF<Q+o@+FI
zF$a?f<W7aE%_`oZ8_#pM1O#aolgiic^W-vG!4O_=9hI;i=rw?OvA5$h5Q99yC>Mxb
zEs$*tIszwEJuY^hHo;dE&{K2%PDn&ot9T6yyE-|;ksw7Y;-X4Oxcr4JJgo^}thj})
z&7<eZ`qst3-m#gsF~-0jgu3xqiJ=1(C=NNtK-$fb97;V`V>_5CM@N0m4rm-CdkOKD
z8~3KFyUJQ)mpTH2(bravRuhU&8Xv|=TxsXtB7PB>)>wqZW5TK!Bl%a3jAj^FBfSlg
zAI8MsL09vG>5wCI#>9JBsqLv;@cGqk)po2{DiHKla)d=U96RT#DbuG_mcO`v9w8+l
zDE+TsA$yipO)lXDv-iCcLxDV<C!b=8aQ6CXG1T$xC*KUFyeb7MjVa0XDQ$a^O1q;@
z1Wznx@D&B3gg~rZh<|&6Ice&~impSe+!qPIx9M1(FgQAR56G#aaVlH*mKnwuQJjYz
zuZwmf!>29nl6MjI_3zfRfx1hRFNlL*ZfcHbG<?#~Shvxj#Mm`C%i+L=T6Hf6k%bL2
zt)Twwc3fLr579rq3Ickr#KjXs*8<~Lqpb^tZ2+&sq)OH~6aHc2U&3$Naa|5+j&DRP
zysi#307?Oq98@ouP^qhI+}ZqB!Bo4Jre+pF&9b^>R1Ab`56q=z4|2F)?116nY!l$j
zw6S?QzIk1ZinKL4J}yL{7{{t$(2dyjZLZEX3Ra~kXYWAG&9Mp$ES>rC_R&MNd0fjX
zCR%i99Z*n<_NzoDvuuBaK0eY>Nh=Z#L0z*R<jbg(Q;10PW*$wH`<kVUhnW`|fP?y%
z+eZ7B(=V=T26N+*#P%Lyl1-qT*DA7`WY_0TEwafQ85_$AXVYS7CycZ)2$FsXj8Z#E
z6e+$Nk2#(}pH}8xa)~O|;WXQ(Tv9hPc6CG`-6#N>G5|v2kD`~j+d?_~j`z2h1LabQ
z1Bz{hG#<b?a4_RbnT2}SJBk*dCmrTfgSXYS;b5ZD3eA?t#nEDa8jBS=)8^h(<hKJv
zpIJR0O7ieJv+qswVwQLSUf=f5+Px4w3eZx-8cV6AuD4P`Q;r%*zsY+O@^rG&EX31d
z-IJ=Cir<&IIZ&xtS4nfr?{QF?+CQ%2MbS%^kbZTQdXU7chKoKnP2WVYkE+l~$Wr>_
zo^eZN>#4}vY!Y^a`{R;WA7pGcadLkn!J9Xg{s-&Ymxlh?&EnSo^?ZqrVZnq+{6xHf
ziIKj({xg`c1H<&?;Co1bh4r`J>o)gGcvvA%3j+fMV3+l0Gy&5CNzH-*@N0*lJ2xFn
zssva841R<pfI^h{uEF!xfoul6&1N-&908_cg4dR7er{lX6*-*l*_P@?o94_m#REdS
z!#802_7zRl=uMzcad1G1x2Je9uWh4j(*b<idKYA5<o1)5QP)pI?06T<JUZ@ZFn$?a
zwF<>_njegK()6iyT230}D-pLam$e(8sI{GJy8g;Lvb{U@3a`?QUekm098D-$t`~6w
z<5FfLp5t&9z8QM9N0IuxLWoEwy#j?}$)Y5wdR7&e^`M4w)a7LEmbp=miDNklzNU!^
zZ_Mk>)}5UZ6Pj*sLP>$|-8cPZ>10kcq5`-J>vm5Juj>eGQdpuIE^LAEN2j>esf3>c
zy;!g9Z2WU4yjpP@9v*zATKe8Bnr*7g_v5C>FbB=iO!Q$%<AG#R$Pa%uNIhnao==;4
zI#jqMTdVmtW)o1*12o7t%(a$_9fnd1Cf7S(qH@4bsNV($ztj;Uz`y7Nh8s~ceK`LT
zt)CT}aSCSeSR>#2Bx_{W`2Vw2%QA|fuoz0*`@_y?3?;m1&7=Px=H5Cg>-25=wLnA=
zk!}G&LIk8sR8l~?Q@Xp`q8mvmC8WDsq(hKyP&%dSruKR3?|Jrm_xtX(>z_Sq)~w~M
zafZ3$d!5&D9>?dP5^33nL7^*#=@f1Zq9MdgY9&Zq3(~*)S>)?I>Zv+coW&^@d~9;^
zPy;@@g$_3z$}7~tKL9wvzAxEd2)9-=V3O3p=vnJ_U>1m*qxc3TNzhxn!4i+v8dMee
zI<K!3tLbP7;_^`*m>3u~(oNmn>n#B|UHylDrh`V~!gMN1<WaB^fBBnVaI;179c^Xl
zP(G~lT4mJn-`<aKKI?lXf%YNw^w8?$wi>O$g8jo3YCThS#7R!5%#dPq2zE;9;ik>T
z&w3a5+_nhTYSRp9=?a9O8Yth3-3Tl@EZn5(P2xFR?9xadcU52(5%J{7*~2RnF8Th3
zj$y9lImf}XgBsTsH0ALgP-HGIHe<~z&d*<{Fx6xiYvwiX>08@+=j{$)wJhnbwbLK1
zdps*JYM-B5jom%yBL+_g0TXujVCl8%&5~nA%0^4w%i2nLG1Qbw%B~aFd<N(9_vV?W
z6HX9Wy$L23qKpSPAPlrzFck?c=gVqkhE&n%P(9A>?q_Xv!`e2ckCFSg9CMfWyBr%%
z`*O79U^Z3q2G_a$c(!M+lpWj;wwujZKe>L!v*e;yEF4p2w%8J0{u=-t&K0lphEraD
zvJAQv<g%#L!@q)Bp_4ljdsC5|*8$B(2TZ-s-=ji?=}uEQM1V}5zd8o%B!Gg51>D#J
zD<cu8io%6)L13@-3keCSl2T{k<h1HfMPcZivom=){hMXvhV7jQ!T=S`;YZ0UK^)+n
zMx)XM$Oh}D^gmB{A1p|g|D2rEm^x<2&K<9`o^3-=f0XPL0@Q%q0bbI_TL6b?9|586
zO;C62={c}gp6Ips1FL9`y8m4%VI-nS4%iuOPqoTS`r(`?=DS1A@9*?sStdo%dq3?g
zG`^)S>2#U$J*CPAIxBC>{)X+z(F<p*tb#@nFQN0I(fgAWaeXtEp_5!wVw<;{38d>~
zkGf8`u9Ca<?IgRqI<`wokXyY)ON=k^P`EDW3CC5UX-nGs8;YAb!@WKnax+4wyYXSF
z&E3nI6V6PuNBMZ>r|oZSc9<*}4W9cxXAu$@zd+P>QcI^jW}0=%&CjnvC#L?K_fXx8
zOZFg`rqDIXH>dJ?EqRSw)8bh+K^lT0mO?y8#D6BzTFcvyhuu6k=Ohimke!pQ!`o#x
zQ*d`_>xdH9@pW}2!z|VpJ9>`t_^VEsUu$fZGUh$QsB{z_D?5(Yt<M>m*6~i+ujf4W
z)mO37G~GJX=D6f~>=oNvx51Z}XQ!VWU^~lE;R+Xmtr<6p(XtpKsR^gYfry+cN78PI
z*coB|z?Z)Hfecw;qnCyB{-KEA>loMP+{bZCaKjchM_1qMjdo{76e}_QB7Y!5gWeq{
zOU;GqiL38rZ&_EVQnY@0W#>&U>JLSg%uy>7%P$Qfnij@8S`UVIzPgbRBQEFh#Wr?N
zMvLDUnS-=bq&(Q3{ILO#G>=%2ottXO3+7!kte__{=KQ+K2QYyfOLK>Dll}LHcE~Ul
z-uM^(pR$^$xG6t*9dGNx@RuR!T^*+&BZE~weus>g-{bi1Cf&f{`e<KMlWunm6L{%`
z45mwsv4~qy23TO~1pH8EY`@iHMLwAG37@t7fxK3oaFi?Sn{5j#tC<={^SS~R9BNz!
z#TC#+AO@peWkdPS8HiEXb#hL<(Tt;za8AzF^@Xc<i;1`ukW55<s^Q2|Z8jUuN#d~=
zmEeS7^(jO*ZsE}STUr?y7+70}VS+PO1Jacr#y|=DorrQ6l$ERB4tJ|t*FpA6;<6@p
zqUtq_qLaI(L73r{C~V{8B-&4YN`|91Spl>S3B^8gcWb$$aEIUflDT==NDtVXo}^K|
zKV7J$wA#<gglgirYkhaG=HE)edV+dwdm^J!GP=AgywhQ(3-wm@=lwO2Sj`c9;^!*z
z#?#7V=!}K;1sq#k*Gz`5*MyR}P#JgU66o+vDNX-u@VE$3%*I5=|MBKGtbZG9ca9ve
z%6elfGO2pZ%c!&NpVY}7^^}<&kkyjYEESruq%TLP;XM9~;%HP|!>9=RvX>g#8Igwh
zMN8xMp4r}1qnP9hwoSp^&2AJT$3%SfpXjcSSSDJZ)UA8+{t?^3G4&q2Q1<udDy&oE
zJ*r91`RXP^?rPLA7O2XYs2Mrr$y{k(Ro@r>q)-PD;Hc3!)gYM?S%FtVK66?H@|q<d
zLAE?~=9IM>s0uM0&O2BKHjkV)L-FVIc0YgHj=pU@N0CYpbKJL!*iAFfDC|pOINd~<
zRK1xP>~b;GJ|@guU>fm3PC+DNVuChlUZ9eOgt)z~i{POwXMV$Exi$USqwtL4SHh>T
zt3?gT38%D|IC*SX`<1Ua33LR`eEI2njh@Z*xb$TjlX$KN-<>bYB=r)pJ;N|lWQjDe
zj2~ab+hLPDmlrf$1q<>=<s9NI*lh+G=`>Zpe?E;BlB~`l^fii!54S)`r+n+~5<zb5
zX<KX(_l9Cx42m*y1APOi_9Pe>4%l@f-q!V~xyjG*@QLZy2Dk;O$TJ^hpEhWxC7Vs}
zPG<LD^rm=FZV@b8eiTdoodteSbY;{`i=rpoVJu#v2ghMZ$9w7n3C4o;^#xoQL81%c
zMrHd0MMSV=w9IsnDu`iHgcUzqRqZ<pfL?I#<>%#jT~ug9*?<i26w(SeR)78a_2$hR
zNL~#U>QH2B$j|z&t*w2ck;IRfo%4HF<l`e!QiH?I%S)_Aka;CXF*~*YV(ACT%ju7$
zyI#Lkzc_?#`tH_3QiYJH9V2HS1jnu6+}Qo31!~Oe5wr>So>JOUyTAW0Eg*Cdq`g~p
z=3I}_T(Z*D(mAA$>!Y&JMMXq2FDeFK-`KDfk}jB>mOpu&{^8l7iKgRxIu8d-)v4B>
zsdZ*aRNSRhy%h}yRS8=?WSO3#-$A5n(s(z@hLE_)5g#04l=PV7Y^Z8@yecCk_H1vq
z*8eVrf#E3V;s;ACdO+}yT@HL@8(HZi3czMe?CN1z3VXu;XrPao-4j(I#3@|@cZ}7G
zA3`TXAw!vuS{ZeP9L>vb%Bh`XEvH{={oP63E0w4)Uz@B*n(Gou^PH<g`b?eU!uvT=
z*K0?NqZhpi)S0O(-oN=?Hc%yGpD~-c0fn9wcxVT}UCR2?C4&W-rHZOrCHdLWoPK9p
z{)L;@Xec^zA=}p8d95x``}3mH;^c9LWM&Pu;>lS$+^}C0oIOLF6CK~yjQ1+k@(?H+
zjfhJd$1T%r%rw+w!zM^#IA8bB6V(KPOF=Y6tE`~^=&R1Ex!1GpyGQF6=I&Ax6Y8lH
zX{v$)sx%?{x7`rDthwXz7CL)3{o_rh2$&}HlLU8d*4T@^bv&<6$E^}96m-nRE6WSo
zG9+6K6n**HlgnXxY+7e@7VxL#634xQJ2mEFZ&fAm=$|x@dhg+tOFy6@yxX;gZJcB@
zgAY2(S_~wRBMO_odi&Vl1l2$TlD&X?$Y`<IoZyI>^0r5W+#>q5G<Y!}bNcp#bZT!U
zW%1yN0picE58><k&xRky&kG#ol-qaSVk&S#I6g6c$>D1CLqLNJH8kfw4ZS1Da)>Lr
zAMy_Rp{4o;qH%F~*?F-GkAflv9gpEG*~)Kq^yIhX=gVtz*iCxe`57+{YO3e0A0n)G
z?wKI<47&?o`N;VAc$Y(FxyYEu^)C~8MQ~=2@~p7%tk0<YKg1p6N|$-%BXP+N#+#XB
zy=FFUrrcdUg{#}`+d)ztajJ=RdB-9mBJG;ReJL4W`8DCkI&_AQ<O4x*Wvc)l;t~E4
z%zG-ek+2~3u19dlwFMmG9xO$tG#0Ln3(gT$?=(+oY9BwX+e-fC8L~sc=jQ9pR}!XD
z)Tooy76;CiLha)V?^dc*8{wCN4=zk?7wWu8wp%(Sk&;YmN;A?TE`5hw^0L~OJC@6v
zw*~b^H>~r(Hr%T*{;Srg#HJ0e?vKDUt9^|3*7Bi(@X*<6?4}!TUkuwT{yo?`Gn7y%
zKcZtH4WNNVwQ6My8G0Cn8#>WOo~I0sg1~B{jZ0tJuU|6Lh-_ZJTI;PET^~<~X$ZBe
zM2c~jZ0&$Vt2G3M?vzLY)UmeN0;I9pbCLp|E^-Futvx57HO}7C^|or;lOJPE4{zgE
z?4RF7(DM(p^DT5_^tRF3S}6&)!!s2=%>0fm<3H(Izn<r3c<-&9_&sKFMy`9-?{oDg
z+BB4FMMN6r-K{f^)ncq<R-I<?Lp<+dT$<&s+lrX=lik>19n8U_kH8KwkDbx3-H)+b
zg7r*XX<l;MJ^dtQG|Yf+hl1{NuBDtP-HIIyf4y0Ky5P++0K@uiV{OyP>Xq;1A;QKT
zbj6`$4pdJn+>H3qaiwQ-^mQ}8kl!Mu=qBc<?uvW<5XM5~GJ~&i)Ei^Rulw^Dkzt97
z?3Zx!@f)vcz$6^Mbg{7!hMg?_=Iy?Chv$f`M81<3En2uQ1g76x>3I8HdF1W3IcI)j
zI{CUKm{j0uUhh>cFj8%nuW4J(xa_e$G1*DoXE8O3UQDt0^WQ2@RQ3#S{sxK{@@@$q
z)0?4>!YZ={57#|@w)1f(U-7tDxShxd2mr(@OYO$p=zI4yq)W#o*YTL*<*KLP>I6pk
z*6ly}cffkpp`Yev@TsCgd39Hf#b&q2-nZxLY2O58i<4!!`^nilY<tC;PUhlc^)poz
z1PWeGiwu3x&FoSf!YGD??$hs|(lS&#rAQ7d^hRfqUzLD&knV`w0ei`SHQ1{Vn9L8C
zuiD>EyH#rTz~&C*hUBoK8g2&mWO+-IdhznNMVG<ALw%mw!~NO-CBlnRAx06_$C$T6
zWMAbLehgPah<Mb!)0(}hn#-oqluBgARmS<`f|gbL>7`l!geZt~!u%wkdt>IZCE?Yw
zRCm0oLz<1(oaGZ!^uy!O+;2GGX=tYVeQnSB_pKTUFJkB<+}%+b+aX{n-{5&TBqk$M
zj@%bVJ&vUru}v>@e_pq?Vgg<uYQvmMK?TI&L8VDkGUgd!gZ;<%ur}>c&bFbtqJc_8
zNNw;#ccjYjs!%g-)=6xB+$$-hZG7TP9rM$8)FX4B2Pxp%5uO5{uIVG*5!2QMkX&C{
z8gY9mWB$u?w0v*OrRyB4-npu+0lsH>Ka5V@rZwj2H-5gNkK#QKF37kR{5YLNgqJ(z
z<oZdJr)*tU*EflxIvJF}795QwA@Wp{Wv>h38X}Sg8>~M^*fTCbH9FjKAtb^Ez+|=k
zRwQ1I5rICHka{}DOzm_rEcCnZp54}#iyc82)jxPplN@Lc_&B#l^S$@(m0EIl$$1M>
z8+BIV;ooB6xWQJovFkbt$7=r61csX1>XdoPQ;{!gs<~dt6<UF2=H|0?yGtt<?H%qE
z=gnAK?!cvS(4=X1{{sfh)QfR%muljJ-Ijyt--wJ+j<u!!F%yZjOvPwF5lc29+Ci5I
zLpr;;_4|#TOgwf8`j+0U+~J^2Z8Ru|rI@apAiwH9I#D}|GF<r$^Q-v&YpjP8!6J?W
zaU__lwqrXDV&dDGSGDe>I)z|_MLz19prpi>NvfmmEqMEp-dghvMqRt}frL<jz&?ly
zOk&RBGNA;eZ~Z*)en0y-$yH56>*#6C<*g-7=QSD(&|l2A#{#*@SrQAM@v_o}(!k0N
zKTnP<gq!2N_b%j7R^&h1ARygDtiv#3dR6Rm_iddAXQk~a)Wy{G^W3q>Q)gwl=$h0^
z-#r}by00n*MgB5!GKqEDTL+ASbyO>%BpxMI`NJ{qE!Q|YEC22iv|pD&BG1M3hO~~X
z`_f#^!#e`g6&J~N6-`YkQ?uTQ?3rypccR0+Sg*aidv9n$iz(-C*r6X3g-+^aW&>Bm
z3R?)C`|q=>h4H0rcFe^cA>ZF7VaW+uP1JmY^%`0Y-NTuh!#|tmm-*&fN(J$QPwH=d
zS8e~w$LGKp`hed~e$jBRfEi*t@>P{8+tnYLN0>_c3@x7;n+o{V{+XWKa9yAClc-W7
zZU!4_&`CRD`Zp}7?R+m)`i4n}%71()JN1-x+%fzlp=0$jUV>s)d|XFSFN8XqnTMP;
zyCl6qqw3YUrL$Fon38hTRH3#<z1{_8Z8A;q>Y1ky)~45o2!aAj#V-<^!n3XGB-H0#
z+qa0obDdqH%zdv*xu?eC!codUqA$s1=ll3_Z-_HquHh)x5GGbw3wc=Jh5V;WTyn?7
z@8(iIx(l00?Gqsha%4QD?gj(fgLYRb+Gmn2Lz&hsTH}Mj3!6a*6Z6~Vmw~VH2H`YN
zmyex-W#eSg_Xg90SKN#LY~sl0{{x|Y{X~X?%feS7!GTV8+bdHZ1Q(QL{C3;Ip3K}V
zXA8Q<T3W-!o{M!s>yuZ~gC;PQ1Q@<haT%EnmqeFz+CQVQL5$g>wfVnHHQY(ebtG0x
z^P<bn{ox{l9^GD9#O~y^0bk7@KHYz;a`1#)LcP!1rBx2Bhw}1s%rl&=ujiF~6%8S1
z_VkP1WJ})wqX1_?-FpKi`J{5VrpbQi+zSoCI`a@hddr7aZ%1pFQ3uCs5FQb0eubnB
z9qp+nnh454vHqi3vO@oHw4N@n=($SUVX}p_IG--nN$fj24EPT}YcpkEvouK!qyBui
z=G=rYYNVe39m0_pj&|z)<frdnmh)CCBoKkkN;<yl**H&WPX`@JTW9u6zi%6TvcOK$
zv)^+>lCcVwHc|Eue`JpryYH-(+cRd?c(>zCs%f%^$|f-xe*$NX<-}|aST@Cf$&kBs
z>0A|4DXl<}qY~}$y5xMu^YO}M5$qnKgKW?3H3zBg30BSf>f80#v~hFBSeOL&gBO+R
zzmMey)Ye`~9K-GFmq#AN#9vMN3&J}JoCGB6JT9(2N1?>Dy+&l(wC2k+LEwf^RjTPx
z+3xoFim9=n;*`%00lXV>-55G{Nny?`FH|N93B=b|*KrwQu4agzH0bC%-re0hr;XFS
zL(GWJXh}BQ_v(fVtB@^4Ng@N7)aVLXMLC<-*JE{(L#cI|gVXcV_6$`W7|HfoNf&qG
zX0_y}8xaK(A&I+5ojXD<oGd?wtG@9iAF{7WdR)hKoG4-$7U(0wC0M5&;VvPq9>^OX
zuXFcS3L9Z-OYwHmQ6gw%WwBKbp*|%KgQVVp=Q9@z8UF7h$()T9leKS(-%C%`An;8U
z%18*mvaoTr6hD|T^K{SWmd;bm&Q`-}H`)@Y!a!X}4~bXFkIvotS;B@t+@t|duc&#Q
z#(iFho^*w_vnxLuF|}Wkrhc5${(+lh_xQ`Q_wfTJ<iyx`{W=Q`Q7XwpW5>@*68ctj
z*?eYq(9b?7Dx^v+J;5st^!9&8*YJCgK*m!q>7iLs`yKvjm!%AsQ#Gv#&-1lQ8H4iP
zO!X|yT}&*Mn<~xLR>=hOXJ`8AX{k@Co4c*;msnM}%#6q_lT`mKg&fqTk?G{WD8Hd~
zc?MtUUsjp6Y`NxBoun$Y`{gT}^XHd-EYyLSlGdpkW%R{uZ`s<D1JsK{L!Cw&GFk*`
zVuyXKJdR)t^u|CFV--9a)$@`9KM`M1x9M3P@o)pvUK`560w@_R8#QY3vl)+CN21kz
z7{*&abhSaWY$VT`>72w>-Q)R<C1>jk9ns#@JAK5l<gir0?mq%w{sSTYSjU4o4ZBV0
z_b#bh@%lP$Sfc82TnCX^+1k9Pi%+%FgB-i9x<5KVLV#li%(yi<g=!oSK;T`=H@9BI
zo@u<@VGu3R%R^Bo#PUv*xhsDoP<%}~?!~a@Q$|k}hTf#nYX`=o&N_NwwYh6uYk55E
z-M%UMlFy61oGr4<2^yywi3Ot?Ap5~@FQ+Ak)~ZpwWLw@%%vp)dmN(!Xu2Nfv7!%OU
zaWkiQJ_}Lt(#UqZ^ODSSr^cw0sq%=Tm@8snULt@S6}i*sVzP5|`0h6AwXqPe+fYTW
z{hm7`vN1eE)IF}|So5>ETQv>$3QkwYt!hjS9?MlbHQC*e<Nb_gGYF*$&)rboMKUPp
z9z%%9;J&}~Ck33h#;RLs6dnzVx2dU8JsM}|%`_-)r>??YLAJQ8@xp4?e-N#*RnoBS
z0|dx4%2$>^{kUF3j@vhJ3scTV$$*BnuSwv}O)remk&(5b(i`$wRYmx0&R{G59=C}0
zUs}M9x%Ib5#M1=`h?(ROem8FXy~r~B>yO{!q_St-I|A>`fVH$5bTY!vUgv}bW^!0T
zj^WJbmZKuW)_c`BI=qG7Q{_HOr!*<1f0p^J^LQP+Yf*(wcWx_jq&_BFcWx(LI8`x>
zBWbV}@3<`GRZjC>ey=<(pTfIVXFvEJlW_xV>F<UJRQPD&hVlw&ry$cPV?H}9za%?Q
zs@<AJ{p>Ph{xdeT5XYQUO*B`rdr8ZC<9M+G#D%(;!aVet3oqScc@VgoFt(;Vwl<0O
z+eDPwjt<fBD?_^{Nm<7rNgq+4b3bH`^NF#l$&JHLXBO$-!gBgse6FJv?AnLP1*ULq
z?vBs*iM+b_l`PgVxyqI!UAQrMakn%iIJiy9$<parT&1#um($*whGOa7f@JR5V-l5V
zBEI7XdM=uS69<ndv-wyQwh&qHaCO{}d-0!(Vf%eKdHLEejunYUaJ|V^@ghqlL$Bx!
ztGoMRDc|CLw)L&##+;_`WHF;xRc|WEY6uFoxv(VOmBx;cv2EYjB_Z|;DO4=5tGMYr
zbvIzgX?)5Y&Zy?RKhsW|Ll&d{FQX?N9?vZk@TSfdgXk#e@v9%agQ!0&S_b60YF(DV
zc>6=IK=rhs6(|Ci#$6e_iz8I7REvmHpF?8RuX5dI{u(!(cytpp><h8TwXR}I%L^{h
zmd7`J9d>4|d)*fOT%Q4#F0tWtKL(ER=r<`ArhC}$Mv87lM+D*b${%<+tgV#JWw5!s
z-pD3jz&X2RuAOF;Oh&RbpGIR}p!-AL>&Tl{=Vz7o!MOew(;BnaKXFyIwoNpF^`Z`@
zIRcS(Iq=o08nF-w?knbPM%IW~!6@q=dxD;xP+QWJ7eF8p)kz9Z{dMNqfkf5$jwc4}
z<>KZa%DW;3IKJ~Z&HZA<Ydz=;(O41-Zcz({?1~#k5d@i+l9@t9Y3YkJc2;|CE%P18
z3-mGoSs)89tz^PJeDlMX%q6J?)l%)`k7A0`ZZagE6_*{mSp`8)`=rUe)WJKD7_3@W
z5K(sx%)>C1e>=hL$+T$A+qF*sWCQP$#p3vC%C1(xJ^YzEO-K*a|EiueMNAM*y(Z|j
zf=7gnH(G|j8qBq6E#SC6?p~=m+jw9-SuH-@=K7b{jNnmEnXkf?U0<Iy*ZTl<5BSX5
znpB9^{|I$+#F&OsT%%#AsPwWLgZ}va{VCI0f?tbSB5OJB!4&sOevPq~IP_-8V+KDk
z-ZOM(!t6iOIM3<%eA9(ic;EA=P0*0xJx08gql4E1`fU%6p%)SUdiA@UUc|Fxc+!gp
zlL2U#O51yw5u<ml<#d#sekS?PcR<7vo-v@h7BODG_Wg;GMEr}b%h(&a5>+WQ{qI;0
zFdg)@EQj1%Q3K3Li8z-a1)mrlu3;l_?csf!q4;cTJ{5G#kZ;~>n0g76Ym<=wWMA7>
zMP$mz%`Gjve8u~y|DLXKHAU!ul<MFF5R|-jeS6FKU~YXnfucvN|Cvn6k?y_hzf3W?
z$Y#mU0T*OzHAhzUDfM~egUrbBL~a05bNgFT3Ts$|YTC#z8&zt0@c;8Z5}z%!|Da2#
zr|<LqW5&@%m;e)v=Mbx`tmT;|H5^ng{{u%MtGn?DdFKExvd;(9*V>m-jjwj*T4~7b
zgkQcrE=NjLG<dUeSC=Sw_etpNt<yVc1N<)(>m*Z<zlBu$+AHK$UHE_CtNriB|Nkq7
z+JN^%01pFyQUU{*)ByC2qSJ+ZK!y%#Eyt55@`$ZtBn@TvwBZ+))V)Sniod03&bags
zQ(?If5j&4v|A!jBiD<e)N=Bvy_$j7xAPiE<9;^<E)mcte?Eu1&^^P{6x58q;I%XzC
zj)&*71NgFf!*2YLFo56~o0<k>ZwGcFUDqef8Wla`<2=a+^uXN$vJMS`3-~`!6|w}}
z$~&aouPrS@Hi6(~e4>yTW-?JmPYilDvgqXeE*4f8Aa$uxB`+gj7wl+Sy}Y-q!}pT^
z#XG@Q6z;u{(?e{AFSOrzs@6E?_V8wy47S`}rjGQ~YZ>IL7nOeg`U<eTprXMA2x}};
z06PL4I<iJYr_sx05_H`<*FC)}g+TIx29YNC!8vG0`}@`ETx|2~VgI`F`T2X6?LNUv
zu-YBKPk0>_gWG-yW2pkDXjLQ2K%a$IB9=}Y-cB$ul@t}NfE^052#{8I3maXoxwChK
zlz{pk>p&u_%mE^oPVr7tz;xgNDG4+)40wNOe>UmLxNdHGKJjvHZj*>T>-6{1Ci-GY
zMYvZj`;w>tA~r@*kk#_~^=Y|}xsOhkCp_I%{(bnocJHl#(dsvl-}2}3(Y^slI#!I^
zW&3{M+hXb5T$1I@cG$4B<|Zd6yJ%#|egO!Pa)D+wK-=t4FU~B>3xM3!p*4VoU5ZFl
zU2GH_t8rWhhw_4eo`FFWFy<5#6gH}WpxluLPF2j!0hx|Z9E_2i(%#~iK9Fw<jOj_Y
z2nZdRswQS)eTc0mK$n^}&!>prTce&K+6yF&)<$7UDk_GhdmKv?r8MM(3MwiGX(J=b
z8Ll8%gM<Cy9YHekLmlm?zY6ZYAJhT_j|G@fO8CQCBC_V2zseAvmX;D;=C^O(;8h;Y
zQ^RT2yAO0R07H2JhnfGTwe=Q2u2YfBJYahTnm-rs1^{X7P_#B^%Fr_6|BmH_H8|e@
z%{>ErGI&FRP}J1b^?YIR*E$J>G|N5lrSLyTc<0U?_>^(s8yFhWEG=zp@PpS0VBQ;J
z#ngb{1q@Wgg*NzJs6~TiwYMK-=a%~cChrP*#nx;iK}c3#+IMDO4kuD+8~|7oSi_sV
zwzx?1^!qwIt+$bWI<QR<-~hJ@83jo8MAV00x7PGx0~fyK`c{6Ncbar{`FnR#xODwG
zZpzeB->_13Z3c;lg;;%rsWzmN%Erz027KDB{**~ht8b3iAqvv(qy`yj#q%BLHA>$U
z#o{ht4FJ8mT+*5=xA>&Xm7u3ls(}WQagn3H0cOHvZoN9}MG@m4Z!v2lxH0+qWV_+C
z8mG^EsQbOHN11mfPE4(B#<_n(d)JcAL_>dQY@eV%E66%*#sfY8*Elq(9c|}RWhb9F
zH<^elo%c&NQ}9lx^5im-G%>kB+oF-T9g2ChD3Zdz5p4Ydh4K%BO6LS^zKHsK{Uq7n
zQ!LeBEAv`WOpG$n!0tMPk@5LfqVdB!)BFuQt~+kW+rQzfw+?3<FrTNYY_m||DM1oY
z1{7GkhcErJ{eSwWft9rYe$CGn8rYo!zW_qCGxQ?>JpOzSeq3Gg(k!z-la*MxZ?W&T
zp<)oe`3*jqIZN1X0E`X{ZvMJM55P5n0B#vT8!^dvag_{Ptn*6K(&nL%rAWEs+raE?
zHQWRg65+IZDA|E+a+}y#oUX2JSD4<PDge{5J}G&e)555n_ss^r>_r6IoRBaAdj!EC
z72$H{$7QHnkf#a=4Lv+W7rmiX+4D5E{3J2sfb>s|vvuimevl4~$~^-hbl4K5`S=QR
z^SInU3e0x0s7ra8w(1`c?I)A>$Zlyk=rPDrqEb1#eSruastmn*0s_;peuL}}XI_!@
zY`N;-2+E;_y~p7g35Bjf%T_?CdEV53l)&;$(?KG0Z};*2gKq1d9!#bIqM*vGTD@NX
zCLq|19ngVFW8ArsyXNQ;f?+*cx&RX&Ob8Kn{r<xVJiqys9RY*^RGBnx(o&SPkpEc^
zQ_TGMILWiz<S-hXi9K3!jSeS|h!Y-rQ+5xErMyHwZ-qN&`VOy!_%mj2QHwkshmZ_(
z9&H0!vz!hO_WZA=#CT!P9!$hGmj>W911QH)JA%3zNXp15zJXGY3YQ%{VS0n5DtrSI
z6B9GDz$f|uSO%b55dMQ=$cyRG!=jQ|v#N;S2q2s3g#<=vZ3#>ooR7$`@6eN7CE28x
zPY)kDA*Gkb%_3k@FN4!4FJS-Zo{zJwYqc*tEGefZCMV~o-j)cAkf{{CZUP@mpn1QX
zmRJ|wGM^3cwak06;js_<;6X<laqm{wfPVy`$#5}?L>^cy>6AvgroLB={(90XVQALh
zPy|~HTrK<Maym`^H2&yV<LzwfUcivZp)n~?GO9m4{=i=~@3g$+4g$0#Z?^PJx`(W+
z!;Bho921}W@d9Ier}8W*F=`tw>9U1rwSfXNFw)PU!b9R~$!IV<I4W20V8F#Un7*~>
z?OQ9znX&xL*I5M=$Pu|bYQ(|Pa3%8U5vQ2@kq;awX1x%KtaJOambs??h9M+PF-YCn
z&#HC*z)`<~-)X<jX~)s#HTPQmoV>AO&Q6WRACAdgHH8e$Z#EfbIX;1spHXg0>Mys?
z+-eN{JGQJ?ACz7lo0zD9KtV^0|4Ss;8EiiA*pp2bS>5{G?3aq+ezI#A<vN&4sqiHb
zz@PNAv0EH?`VDRe3<W5zE-v>eC&$J<r(0O$<rGmSwDQtQG(b^{7#hHMX93oll$4a-
zfKPnF15a1gn+sfdLYEik{h?~QWGxW7wVrKg%?${6*%MY)UT(X4?bPJQCk{aI$4t&o
z*aA_n&S{g_Y2@QWnWDn2=~}<HK$R}D7?+on!)`5^+p0Zn@96Jk&u9qkjn##O4Qe)H
zO;?V^JpKu2iq`V~s2IantMtlAMcdrYdCB5f|7gN0q@hQFH6X_ABDJYSk)kkSZ6Mb_
zRys6Uj~i5)IfV?!mB@b`7*$mgsAr}m3Lq;CJ({-v%fy)PXlU0*O|tQ%xNr6IM+D=m
zh<ik_J=G(n)7l;!`Z)D*OuaI7#k;0VuX>n*Ezs2;t4<e*oW8hvp?e&Pf}Tkr*<?a&
zZfKEbwzG%%uTn3vQrP7V%ROdoxoAs(%clQ9AufcMK<IX)lA<E+yIk1sllcH<)V${b
zJcL|A#vcp4Yc&UAZu*V81V$7BZn%cpa`Pga1Wdy@N*_nBvZ_i*3vY52JiL++A0LqV
z_&c&jhvpzHXKuoFtU40$0{K0Jmr_Mu=R6c`8cG=!`J2Cg_gYn2oZ!8jF}H_6n7I=>
z7aOcREV2Jf3(y20-Pvl6c{(<kGnuvDYgd=8d2-7mUtdx2TMFMf*{<y&3@hcHHMlI%
zF!Zsyhg66gZ_Jb38zq(9h*tCr%RswzF_f`rh3f*DfCP<xwf#BAkc4uk6_>tx@ROuI
z%Im*}dwgp!hVEmvRBPTGg<er%m|4KC(k!cwU+%SvFS?1-y~r6Kn+7M~?i-OUg`Zh+
z)OE`F>Pkb7K-r|qc315B_^=NK8({*qNJOuE^}I>^$B#JLtxPSfC&$P8>!VmSQ{aM^
zymjAgc?||UBuf{i4<^$VM)dD`AHaa1_-0Wf;^TE&obt@f%&B+&j9a*LnpNA7&3WLs
zWhh_AcZZeG@c@2@W}_FGdo`r1!35vj844vFjIk?_(djimqe{WCd9?*DH+YPUdAHs1
znT4(RH9_AL?tR?o$;E_(Lt=yV-S0<-<<9co35helNlC;M?;c_xj782Nirz~4P|V7n
z>)>FZ*zNcmSs`G()JhldMc09;MOEfuxC;SZ;5+!rWYw7@tvNdwY^B99#g}GD(<Sm8
zYD&E`U4B(>kUWCc>}*{hW?l{Amn;|OlaaqsNq_jHp?#~iTVznol6{YgDJv2+B*2-5
z7L4&IRuwG#kg{cbkOAo40?3c-uk@#C7{O^RnOOxvv^)UlLXjWK*`Fkak2h}S);zMa
zwS}56wx{1oVSJC^FjqdIc2$3ww0<}8@-n}yT&`0%9B0ua3ySb|+4LqMzzay;pd3f|
z&llyyMaRaD!kCucsMYiih2|i7!7eBvfuw>#uV`ujS|4n0mf!6QT_4KE;e^M7XK{A1
z5^Hcyt(|Qg)1ek{dNW#Zc3zg}q<n8otUv=*iFq9pRHZ=q%*K=)Ru)-Do_%oKYtEwF
zudS$He8*c9VT&#k_8DMcrsn45n|ZvG0KAjcj|~5Xc95sojeeH3h9~84a0a6iV(}30
zQ-j9rp38HWtoI)+5ifO`zeUe)WAoE~x`)l^eUc~%!U<e4PfvYx%K%O>Rdu%1`{PJ_
z2o_yG?F>@ZVpbt}_xV{;+Z3HqkfqO~j$#GTB%Z3t&i|Mb=|aBSfvTTG${)U2jN8vN
zQa`yRLZI`eNbBnh{J--)-S}WUyQzF0g%s3{VfbT1R%pIvSy^7^b?}Dz=Vw=U@a1q$
z#Js4a;hG6!RH^fpHZCDlPgHoFyRqhi0UO#tpl;6_j2(1rR%1oab#%PJ`cKD16#=b-
zgeg?#0N0KMy83m1md33C{uajFXVighs#HcCR#V(Pq(p=wl0#mtFJLkXWd%1M<ILLX
zDrK;48QA75$4fHciU?f_!mjpE6{3o-rw!F)#S;Uwj4(ov38Q6jC*05GyCvi=a@=S;
zk9wHovEvHFXSgZ#gVQgVVl?zUbSaPuxH*7fovtWt8`*Y6#AZa7vKib{2LU@cJ@iu~
zW`&*(u-wgGzF#ROEX<VXxY#Mgj8*w<gJ*E6cC*Gfm--#!fYI8JZ}+l}SkhoOH5yZG
zCGUMKclR53%t<F*D6!KTr0=c?YSr%7z_yiVFOF}@UZZlu$>wLKq_K7koxW0IHm2Qt
z#lca_gZR>~+MGu<V5baIu^~?=BlNnY{Wi@}RAp%dv6h~-jh$t*3=qXE)!doO<0*HG
z>=sLxSens5Xwki5T|AYPK>oT_HhH>u$1Azc^kzu*=d?7-m^L6g#EKmWwmln{7?-B-
z{F+ffUZ`q=V|yO){$Ybf*xL#Kv#_g&djSo@-;_DgD`2>-ET0$uIZ-w2@nsVEi}OGS
z4SBU+$N#=`k-a;Ki>ZXQf&SWF$4jN~Nt#sQjPq>&<8rgJztGl|u#AHf`;F0vu6nRf
z{h6r`;>I1-eE06%-46>{IM4+k{s{g16L0TJ7^#8SZR+X1{y<(0oIx!<T>*>_9<+3H
zh>yR+b3aFvLom^9<$!@U${WJaXZx!PAzEooeSKKV*B01GMni>$Rh}BYx&Cat9zQf5
zIK+yD+FEKd()W>=6p%MomxV<{<~hCzVk|0DqbQks&;E?cK8O&(d72w!tUXh|I8k8U
zALga|<qNiW>w4_$jAzOFHWRuvD|JufMde}3fsVD1Tq{_*(n?ezP<gw8!j<~i5sxxt
zkHUN~3avlqy4e)Re5eZ)y?%YTEo_`hSj^kW`8=-ed&kf11RYF?2EtbwVvJ9q9AN$U
zzcnz+0J`G;11TcF=2ltypDh)&6`^nbM8&fD!sD`xqV3Q9(;6W$oipPb%&uOf2iJM=
z<W+)!OqoVtyhCB)&!5M<H`*E$M(kih>3UZ!x;y}>ZwTJ?VWrOs`}qfX+ad6njv0)W
zd}pJ*<W$LFk=n~|I$+EqVn}E>cCR8nD5eY7z6Vx1NH)^uz~sOv%bU8K1_UBO!$u+f
z=gXaPXA^8?Y)xnzf+tP48kbRbtdk`ZZal|8Vfr6@lD(Fr$ic1QphCb1a@Z<k{!<BT
zP<2ul(!oLAaR~y!7WA6#n`_oOVZJ?)5pN8jGi1095ZO{%%_<j!Va+}*z+%3Zvy*dV
znB`F)5y?AkIf+FDd3q{x<w8QPP@OMU)c+h)_HKjo`uT?80Xw<!Uxa^@1x+u_PvHO>
zTjsaY!gLD_9*0f9D=byYxh68${^*<8_AVN)^PHsf4;X=RM$di7^l;7}y4+$%9^E{7
zS8!<j!Qb+y4*xjz+m0Na6)+e7UMGaTG5+t?1^=(*xd;2K;_z=Op8LxIq09aSKjq&)
zq8>e9hk9gVge3sPAMb=yOQ5$DB1bQ}?Bh^$mdl@CW}n5oQv)1Dct3Ma3jx0=YGM1Y
z4-Evw|5qi)KVvTVKty=___4emvfdZQiT&;e220Y?(s0Qf@MdCR`8htWmfEtnd*Uba
zTkfBojmB1x@J(7;8i+i(8PILR1#o?Uar;+-y5xn}r*CUAhqJFAc|eAA0{(-=3m%)5
z7UQWq{UB{Y{Eih*n-%$>Ww}Jc@F~`SFh5;stpiBo-Q6yzLz0!1)ue{WClgt7dK+Ij
zJ@!HYKDjUBpDaScga#DE#JZZYvFU=Q!_S{>{(Yz-t0*wOO-xL*hfx%&6q5VGoDczp
zYaa@{&Jn*YPY*X?1PZ!Z2T_13_~e0SbtFzxOw1Tgrs7^#kjP-p`2J1s^2{D$N#Om)
zBxLyo<5Jutbb8FIr@$~TmGV>z!NF-Y<zKP}IPW>)FAx+PLnHh-d>+P3p8~M*?Ce!<
z=%oz-p^3vPUPqp+_;RuQ-oN*j&TFj?@xPMBUPGo)KZ!FrJciR!y$(*VfJ&HOCZKi^
z;xGvu=CsDYpgV~1VYXs+Bz(>Gg<A61jp%}cgN65B!OI3_NV%g>N4vY`L3`H*8j-Js
zxms~WJBOW=-T?+C=0~9`p`n3>$bRheb(68g{{CAN>4Z3!4hk#cIRd$V0b|&5_l^{<
z5*D*T>oHw8peH2OO#DUx1^}RTiM0ed@T+S<!zxD5Tj0ZwK;aeu)ptpuI1pMn{SV<M
zn5}VSEI^^`r}UOslPC-e>w`P2@N>d1m5}TKME({?Wf0wMeTRJOn;|wbw+XEmV1Y*#
zg<=5W9$o^H+a)C>_w4PRoPbr~0GT4>um)|)NFTlCKA2u%$YO)&5NIn&0`AHu*d;qa
zVUa~e7F)oF>St<323{XJn2V8(uLqlOY(LVdkdmKO=Lbkuuno+IFmY1}LUvgv`4TF9
zwli3~Jw9yFWjC{o)Iq2?&Kt(QVxQJHRSEcDe&Vv$&XB-kW@gUw-5<SmJ80^Ekso(C
zIeUNX07MgeTCJ7Ylh?5M^Q?PM<G8N{tlg<>f>TFc7PoJ<tP@|R!@h>_@Bv(k^Pm#N
zOHpf>l$iMKt(^+pMNFU=6QqInlR3fJQ@pPkSOsGj<q_~Mg5+M4g8mIn9rWqv7|?l3
zI0GkTEfggXjx~7lX=AV5?Sv{esI%jNNl5WM%%34yBXHLc7Gu4cE-Y;Fp$5JRqwqJ9
z-A!5zhv64TdwYDK6wj@|$9%BNR3UvlJUko*r2uySIDyySu3*G6Y2aH!HLaPIRfEm%
z7Z{b0S%5#W$oW@>vIjv%mQxZvYvZMkP3CjHWA1}NYF~{uDV|Tp>+r28F3h6EA3KiZ
z2@frFYU73M<Xtg(_kuN*xq&%n5gsO}sHhDM4e)k-g3LGocA&Jx2lL&l4-v&~AWnae
zX{qqsTMD5|*MC7k5DQAo{bKlM-JmPd!~@EaIr#?odeMT(_>>XuK7Jy+pi`l8Sy<_h
zrnLYl9g^3n=WDH_VC5`YSF>9jF+#GPs@FtgA4+Re(<+@9i+DyjVh2NHL{Lv}5y&<g
zhOd~qTIW$y9$A@}FTPH2d$r5-$@Achet0}S<5JW8qQ!kC5LJ?kll6)8e_FM5ej9ID
z2)9HJId_VRiCK>o=|cCM3pA>z4>43)PL2T8zfPp4JC2q5=?lB=L>{)1Kd_8wT|i6C
zy5hV(VhK+gw2+P-Tc(bmKkriFEWV18fw?y*2AVwj5_xbWpI@zjK9t=!|A>Ln+of{z
zKVq0jVnR1U9t6AzImD$`j6m&XfF%K)EHm_dKz2nHC&Y)BhX-mf7J#S(8kT<{omID|
z?U$~4WPsU;^<BF3Xe1)|nI_{KUB$?VZ>+EN^xmmh+z_^6*CQ-_v4ihufkBO>zm7@H
zPq@ea<jHq_l|0qA--4g;b+xv&wT<<T-GSf!KD|MW7e0gVG-|eizbw*S#Il0$qbP6_
zwdR0P>mTgke#uN7f|LCLl_%;)V4Y-gvOOE-f+d~`vj^+M&6IH107Ed&+9WRZRc5Nm
z3E}6!CihA{uZu^HE6P$jI!DE6%jH3Z{}Rw6!%FA)1&L5ejxkZZbJZv-KWzf)cb8%s
z{`{@_L8izLjpWSD*CGE&sX;Xhv;sk>hCmBM`*`!tQo!8Ge`x`vE>NYC^$ze;MA%%O
zi2X=jjQQb#0ePv=1zOaWxDGFPGn$*P-x_agL!~kN@T|;VkqC#O;IAem#t#*_|0E%C
z!cG>Dgb3R{eU7xy)qShmgT8*>h;R@}2W7S4am9`VKy3#i@>d$xL9>snIb~%1TH;2!
zj{Xh!PNbxyvNEDSl;yPsbKQ(0t1ML)azQ1LTx0B<o}Pwg25WP3M%uirLue(nxN2cj
zOtXX6q6nfiBqSn{8wvtr^z_E4Dr^-Q8L>JhrI9tr1B1*1S%xQI0%~@rp!`$QfF+(J
zT8_e?++A$YTMnq|&ze)-!mect9noLK1A<NJ91e%$vXx*$PfT$kAzIHUS4;|Hsbo<v
zs?lX&d!HFrN8@;;qDS9Gi}-iOpX1&8Vy$88%92x(uTdE@RR3(g9M&`@&ufAL17BDO
zP2{EBk4(OolQ%GWgOJfy*XI9J=lNpL8M)KfGCO+-GPii+;xOWHGidh!j)=3fvj>j%
z+jA2V6723(OB33oyoN&>+Wi1`v;nc;Ii0e?!W>`Mtr-D`SGSRnNL--9qD3?)D5x6-
zM}4i3Mv}mK7mg<q*!Rw|CA+8TwtIm&Rax$HjQiGUbjL}&&hO~ypMEE6ldLt=gVuFo
zE_02aU@2dBo0O$PI+jd<=coBqPkE;gm{d0@hM8KPYBzNm7XNF3+9weIaOII($~(xk
z{)ST_C$(TQ{Uy%J^OiI?Rq`|{r5z$rfZi0v7aGIE!}D8d>IErIPT@J?K<Jh;GPZin
zf2Nw(`HyCrD5h<bJ=6{D1iIxBQu6ZFz^-mLzoQsrWDR)UuF?Bj6>wQjd{ALzWUK==
z71LYBH(9~*+wjQkCpWhqkbsvydMN32r~YI0GP+lv*a^SIM2QKdm6qB=smSK$rl8ju
z9Ss|jGR~pV%WfVsW#@ib3|?OUY&)zzFo|-o4(l{jn-)H=0Az}_j{DJBcG#YNAuzj{
z)iZfz!!|slc!F}QyqCu8S#Nz!;yRF@aLDPt3ei-_zw^t!^UDucfVfbAj9i=i{MOSW
zC9mTXM8)!?NK<dKKdl{v&~QKC1XY<0GYlz;6n4NPK33a9&OHC0AoIYnP&%?^(CDSs
zjPP$<3f(*K7T@iZ^>`q|m|d%YA4}(bqC7E?`q4lx6ctx8A_e<7)S4hs0E+qD(Tsjd
zt$B5IbueV6?_~UZ0^Ls7tA-uTE)b|Q5*HVT$I=cN_H(GU3PRC6r*Xs@(^F<uc{XGX
z7s!i+PMrRm2Ot(l1d7yFk*W{Hu-fM_jNHY0jXMm~oMD(>p<g~x>>1i@mF+yNPnmTZ
zkV8Yd4utX)6Ik&e$hZw<FUP!)MD>C*YCqQPM5;WE`l*Q4)8&B%bJoEq1Xy_J7G}WO
z3?z6kuO1y@xXsTkuVOo_ZZKK`4J1j)SP5LndWqoK)30)<ew2j)<js=&@YW7h>#i&|
zh>t^ZpUbsn^+oHGsG{;GY+O_2<G)v_nWgMb64y#RdU%%D{syr9=}h6Rz<}pHHkraL
z&|l4G>Z(`BB;*At2yLN;Odq6;=Z8WjxH3OP!Zn~)={t*A2RS);s$?ddG|Z|+SFVeD
z#>B*c^ddZtk3;pC>f*~eC@ZijZ~X?VWmzfF5Zv)TxmRVk#goN<p`hd5wT2LH@inxV
zj*P6XRIf>R?7_D%wI@hME=S~hRHg`n=&d6d=sIfVBBbx);(ibhzWP8a-4nNrwHXHZ
zXgWD6czU9xz_LV?3KO>Hjws=ZJFi%8J+Xun6gwHFNEpwAJak@qy0e)50#-+4!-ykt
zJ$4*IRa8~v0bNj$h-3rYPS}mU9~K&RM(nTZ3F+Qu)~dmswS_OhaVUfVxx+8ymu2cn
z`;SyBN8I!FGB$a{9TObpV@@LUZys?YBN4FSO`>q$nqKoa+fE%<QD&;Cwpm)dGaW?m
z=+jkwaH;CGRoOEVOu>T@u-2cy=mr96{`Cap7x%a9ShP?F*Btj&AQhuC{If-|P@z=o
zfYA!=c8GZF%#8rz2#x<3Ii%L%!&dCQeNZ6AdTlKchUGBx$7p`A2l_dBIiPj-h3T_r
zZ|Kmv&(6=`YwN#|ZR^JnSP3;^*rT@|KK>vN938{k${Vnu?HIN_a67mj?#J}#5!A0?
zVq%JfDZ^m3R-YPcgc~U5Jwhl*Yrz^!?G_UA#VVK$Eft4(u>^pM@OlTl+-9Ir+l}yj
z3(YlMVf<6q!12XxD*Y<T2COi5H5bDa7svbL(H$>Uf!m2z3~_-m2N;{^71q~RvMTHy
zhKyfILI&wWKL*Cd?74=+zOnOY7<7e%`$Y%so!<S_)pMVpUtUK?Wxr8GSfb{+)7)sz
z&gE^Smql;{R&Got57=*DA+u|IRe|MUjMZW*!kO4lTLTw6B7`Iq=X{q{aU6T_!c*iP
znEkqB7@;FEKN{UFiF81Oq#REYyAJngmS(O)kHdnlr(+e~7ZskbE_o5A5<j$)u&vnC
zT6fV*So1|0{+3CmrZd_;eoKoOzU!4lp5-><RJTlyk5B(shsXAOi27QB7`j~`69S=^
z6b|>b+~vy&zQn&5$Cc5SiQv)kDhE3Fgu~;%sUGNMru+YP$^ZYS2S=XDRt4IU*?a}~
z`GwPRb8{;zD}}uYb#!!AV{f6M`3DC_MP|TWcfk9>gX2M{B*M6Hd};h2>y6*(_?0ub
z4Z|u!O-*fleEeWzoDCYK;CVx@QjnOEq5~;t0D*Zd_mTx%5ONE#!VM2<`^dO$;9jmS
zDVYn`>fKDx8sLN%p>|pUmku~j1}Pw-FNP5l84tZcd0K872xcHwrkU+1omL38Y#02%
zf(7q?uBjM;cyHk8426U9^Yi-F*52?SfMvHJP&h#z$U*>{^9Pj6rwYR6_eQTWki;C|
zW)IX5Ky^NY8z>1}aA-w4k_ArT|HFQv<LxNiMZ^VfRJ#FB8F}xwxBqzY80^Z=zi^C%
zIazqv9JcJeP3w}p^Z}q3A<_EkN{$zhCdc6Zu`#i6|L^CkztW5U%1u;M2x8wUg#0Dk
zmg`N}Sy|P}&7!}2q4Wh_#az6m<|8KURd_O4X^D%Yb(PNLM?}a$rJmHQSEmQ-$jG59
zEDKA%Xd!OFQ7<w;&hJvR-z_X=O3pJU8+iHVduD(CtZfJVveV|=Ish(_tx%+!KBax1
zXevdeb5hgN&I{KAcv>_&<I-9!0)mc3L65BARZq=;R2_-Rc%#R~^S_TLDj&d5!p_v~
z^1>6&OVEs?H#@#TU0c*FtVz+;poAzFwkjYBL8%&CZoVUrJ`j2m7?c>8Iffp9)gTVQ
zN-*^vpJZDZI@s6{a@)LycNz4ZNF7X(B^b=0w3!7wF`${??umU!7WDRl;qd2Jsj<ur
zy8ylSA%e&fWt6_i8ug%a|Estb#atq3ck~huW3OMIM5^jz760rsC>5NC#53>~;kv)_
z_%I4<tlyR(EWv+)nYOI7bQ0V{Fq@_e-^0hR_RdtORCWipDFr<L$Im1uxhCEQ6YS6<
z1##G>LIIGjO<41=MBeV{-8BT~mH8q1$_hxDR2J0Z*>jhj_Ls351607L4Paj;w=hHE
z*jBI2aOTzNw)>u%?3~{%aa!Fp;^5SQww~(f&Ps!sAxRVOjTN4<QEZI;Ef1S!boUTP
z4Mbl#+$2|5*Iys6QWx@kWS-!dt~O4fUV49^$$IJAk=4-&R09o`dAl?Ql0z$d+`*?+
z^PH{=L{jex^}Wx@)a&@)u}n;v#%>#O6*e%6Hdhk<Tzow|my7Diw|}u2+ufZaaM(sb
z!L}`&5_-CmPm|Alb?hJbu2}is;7)($as~QBv9<SL@Yzd)R{O4IC}4i^#RX=C<-QcL
zC=rx<o%qc_+sK7YIw&nb!(|DFHw$j7IyDZrT=Rgm1B5<`rygU~_77=Y&k-DfJ#Zm}
z?W|6j33jSANM+!1flAci6YBGtsw!~DAiw7@0+O>C1q&BH$8R0Kx>$e>7nmpRhZY_m
zq)6}&UtPY0QJIv>Y6@sS$YmMq)?u#JH4cb~aFnCbhDpU2`t%H;ORf^kFR=fqio<Ur
zY;OZQReB2!IsPiZ)(EHm!PYuHN*d{iuy|bzEyGG{U1f}bK7v)|X;4v-|5Yt4Oj0$k
z(VfFpwoi99+&ZSA%g=cmY_!Ol7tiOGz()X|C`+^Ldl~%7@(H^l%(-<K2KrLmzGP;e
zvfl4G(7GaT1-mnVi@qTZN;FmIuv@7Lj58Sj`ZdWtR<Qt2ejlK@mgrvD@sJ7Oow0ZJ
z+SptqhbW>ebm}B1&$=#rUc<K<@Moi!H^EAgb^VovZl9@*z%5Ys8~^y2-NcB^OaiYC
zHMg*Erg-P6GD$8kw9n*ms&D73FxBxGyPjjZtMdx(kk2feC@Pj^y30cR${nL9sXX0k
zS(}EVLJ9UhP{@GIgEVGBav8qS1qB5z99&#s-evIGr5a6^o2w`&48qqsE<PR{k~fip
z8*Jd&UodyIA}dFC@I&zN@v{&!NI%%`W|+}Mw7_ET1h*ES+XSK_*lOm;yFMt8?56ib
zMTc40*&Tq&*U?78Y4Hr@UPu<N1TM*t^$t?ZiKD<I;l%hoGBe`^ErwlAiRm36f-oF%
zH-^Is8g!>dkCPH$0)qPumVJVv9r0`r<sVDSye7=#1TUvt+kd-T0{&-PNj6?5T!CxV
zCf}L-Mc40uL+Ej$S9V&O<7MdNqWxofg|&I=mie%&IdoOdwe!n;^8ZXGazph_=yRx@
z|D^>W-6qG7E~r_nHI_So`w*iBE2HntkOJ8{hb1G++q%du7*~!4e6`CyC9N<HNqxGR
zrH*J+-LamjqQ0MYs=vWuB)*1V((YF539Mtve*9GC?dZ|gHCZCj(CNx)Y}N*-x*~d#
zAzb^<c7wKw24JTwWmMBCsw7tQX)Fqt^ip<P*WW=@+ar!gMNu&6zy6??!A3;1PCv?E
z$*VtHQ!nYH74i2}X`OFRxgNYtovmPUmbSW<ga0KXBbrhO)!@NP&vklj?5q|v|5}%5
zYhEU$99(VquKK@Ahb3ufXsC&p2zKGzz!Z$$zlZz!w!oew-U^1(Ia(x?$-EVVF8%N@
zpW%IcTwKc;ng*WnU5O~Vw=V>=7o8H5SKvuMR)N;+f)`smZ-D~(3-rT+*@cO_{O$fE
z$hC`y?IkUS*8)T|G&t<RbmAur(K|RXZ6SPK_-5_b%h-!<759ae0Q8({pEZ`;X%^-S
z!_F99Na$u^F~{3)4veele^ut->=&ZP`@))^Va5<#_u8>p(I}^Oq<lycd$zenF*=2M
zcu|jXX~*YAkV?<?<-Cb`hWHoiww^>9Jmrn0=*o^wPrn$EVmFA*CI88}eIV!~Hb+vv
zF7NOoQbW9g`k@j%n3g6;Dm!KyyPIf-IVnF>uBqN&I@+8DEHw6P*68OaF0b^h9A;<A
zVSlL?z{@*<+~1WyQ8c!29{pB#;=Sf%g*-1)8#}{p{sM_xaxK>&BLxR9LxKR-)9qcQ
zAt(3MP6`xhY}>72x7;0jY3(-q>V@#;=;$cdNU8wC9^D!~z5I>e_~mXd>vf7;<vtcF
zWQMkNARRMTM1PMC4%)-{3(r)s-(*U2aNseB-M)PrCzHV|A}U+aRY_4HT6RdpuspaX
zJh#k6YaVLaAkk3-9+b(jireUCxFC55$M>M+%D-#nZ>BP9yzsJp>N!f4UmQ_vMiWNi
zQ3G8H5Rp7Ve3)vuSnQF5JXFshF|;e{niNuhTpG%o{#j$7mdnBSDQv~r0ubE=TTkym
zief#!t4DU8q`Ll+F6H)djnyTEXibbF*Y(R|tVHDFW@T${KK2>%jE8jr{8{aORL~}t
zb?W2mOKbC#latd0ia)!rD~f!PZ+V@edK%OV<hAraQ>s>KQ1o2I7015tBY~jMKhN$q
zm6fpYhcl$?2?o{3hGgYun*v}CAFJ5q<{mG0Tvx_Omrk1K?X?2w1ojBlFr~q3w)`W(
zj}6yONyo;~v9<cvYOL#j3@H63m0d<icUyHPop<9;r68-+{k5|(^WzU)K_eV5<|FFE
zWD{DyfsM7*q@xF{s8D?n>ivb4FQTF=hPaTz<DEVk#rVOFP~SC?fq%s`UoDqYVRhcg
z*7WUy42z`lQPGxzSednYzMIM6e|u*Nz_bPA{2MpDU!a_J%(UCx90HsI0KkpAb$xkm
z-fX>4r4`f}#=0B*pIuc0V&_U;X6D04W1!qEVgzrLAvZ(Keqv%`LA{A`cDNMPwYA>I
zpWPly+7vM`93LP1AHrVa%R-gqB&QTrwgSGLVwz}9)V;fR@82}FJt=E!Y~;U*O9*=w
z9Z=0-4HrtvvkR*-aHEML@S+U{WQ#tpiT-cQy>(cXeb+W9DJ|V0-QC@-(ybDrAR#Rv
zB}#XTK?w*F(jfvHX%PjH?v#?0mYB8G=Y1!>Z)T2f{uz(wcy8}oguVB5UB9)~xy~>H
zp4<Bl$f<`T;WaA1Cvb@YWZ9j7X3h#-W%9oXH4wT?$^a(f*uNW~Qg=7aAN=II)xbdk
z<^=Wir%^qppY4j6Au4VV&fkp><igkAGEl!RddRdAMYJYjNO$S~;9XTV!ou)mB{86g
zCJAY3n5WVS9CC2zfp(fPg?@6w7NTYri3)JZJ_8kjj<^KpbZ(8l2vxplt-;#5==kLu
zL$X&ya^Oy0?5{>-d}(Z`i(BP=(rtQ0jYi7)z*YR);A+SrRo@VJybl)AVBX!b{bA&s
z(hfWsKxqN-mqim2W%(yuo1lSy-;66DqV;Y3T?7bVin?Mg$P_+<a}NlTWI+%Jo<l=x
zi$ycnynfg(J)tpe`hD;YtmDB?<57LUDh3@|x|l(lrD-rb@?_9*4_w1RCZ5at9h5-m
zFRNCH0^>+;Z|}EnMEfn!nljbLG04*|@BlT`b9De(X(ctKICDf`(~3NHzIpoyu#E2%
z0a5@<7M!^v@Y+c~fbd_W@%w;%S31zadG+(K9Ac6h)&WGmcRgJ|QQx~PmETehU3l>I
zav>w0%UGrA>rp^gG3Ed}&V?G@VKL|qy**I9jle_^u5z?_L*Ay5#k<bKKbBW0FZTc-
zD#U~U=*xDp?dpI5@feqwLVGV5a|UP^xBMkd$YM_N(XUP!{hIaYxU*yCyKKLd<#^^(
zCn8ZuS9yGJ>m?l!1|e*<meW?!=UNAbFyEE+08%3FpL-4*2Z7rJa(+rf_>`~9-iHzq
zzx@lL;H~=F4x<k({!@s#FQkbURY`)ctm5OFVp|RA!j*0xUl;l1Bo+&L<k>HA?Ni%+
zxW7LIVQQTGO7!B3dA{Zg;fGTu&W`sIhbb>0gDqgQ-9zUvd-~~TiAj%_@(a7b(hF!*
z#`KoIS#8TUSoj-{GaB1qWi>k=a)$Ub11QCsg@k;gABJwPMk?!o{Y|XHHW&i{By)eT
zwR7n>Ty}zXr_4X~=g}LsHzyCa<fDqVz!$;Xi{tc`iT9tN-?RN{o2F`0{mFF>HHBD;
zRgrh^uWmA7L#o9h02+I4`%Sv%sue`I9khYj%-p2HiC=hlcvzxndJxc2A=lzJq}m~C
z>#*=s^fV-k51m0ZhKO$J-x$Znle~C}ii$m(HLktjS@#+m@SaERsQ<E10;<j*1pnii
z>=rZ!$EhK@sO3V{ef==a?un4e$`m`)n(Mpvv$t!bJ-x^}jEp<~xp^WO8%nfWzUQLr
zct(3RCeV4SD_s*Nq!R*ei^l3TrtRk>UuWu1@69}qE9?P!h28@(($^ghxogFNla<DX
zhMr(VRIsh#rd^fCm08ReinV=3+1P}Sb^DG)Pj}kt^;F?@E>%@EnwKkc#h>Va|N1lb
zsOf>Xwt*M>s0t$DK|;p=j_$J$1%o@sD%#d4TOpW18<EryUwjh?cD>Jkbv3wsg>Lct
z7DDM$0FbgDK76<{lN0O1Qvh&a7k^Qg;9>Nuz<kOK?RY9-OtJ+A4a5#fkOi}I5kKB=
zbdW71nO-x~kKDrrJ9dqiSRp-tH~FP~wN2$>Ts6^`kK(*{LMHrNsBAduSbTEu$~7eo
zwPw|QQ84<9{lZozCP$WG&Ww4d_74%JATf}2zh)RH%nrST-=ikE3oQT342kHkaw{>c
z9lIsPP{h99sy|y1Cedes&*9-`6hQ9CwG6QkH?A0p3ji;LLVW35@4xMabPEE&bD_o(
z!Y2lT=0KzgM&0c6oPU@qDq4{q*dls1k?X|v{PEcy?9F?lufSjU(Uj#VVy{oadpGpi
z?`N5XVCCTa{G$rfiS~cYhmO*9wWuL3_dbwQ_PUCVrJwx)>s5kS{=cDD|39Os`1}=&
zoem|laKjFHfS-hrkdTV%AG~*F4fx9i=q-RMFgP#(G=j?7+OOc}o4~02&Jw}LS_=rq
zA=s9i=p<e9KR@+_*%hW$Y1i3H2h<NOm%nB#>D;<`6DAq1gVjHn)coAsw<bUDcB{Y4
zk`<lZ1r*pM&i$c?z=;n$aVU!$i;IS!T>|_`J96!>>gobsArzhevF?fw_y{oxKoo~j
z3{+ZZWdPwP24cDI!=?*Zr^`Qnu$|ok2NGi9Q%z)n0ZHI$0blTqmtwrPy*xd)VJR;M
zzzLqyRD)=yrfzVGB}pMtE@jx0211ZnHxYB28@sp4AAS4wZNL)QSTHg&a`Z*j0aOG=
zh{B?x8zW^iK$u_r1|pQOhpX(iUtW-D`fbmCgb$Q1-xn+L&YE9b$(BVAY+@lKl!oe<
zf}Zlv4fRRIW*UtakbRRockVQT!FDA$8o~|%DERULCnDz19Kc4i0M;{C*&$uP0X|-&
z@!_>5kL4Sns1f|p8j1@+_n@XogM<P|0*Zcr3z*5tR>n3&-S=VJr=mUA8j9rIru~gF
zsDb?$AV|-Ft=p>!iyz(XcBXPR*++ZZzkVq%02>7Q#c`N)A!P@!NH|BnfBdKzg8=LZ
zUP|_P<j&dISw2ElLE%zu<L(nX&0D3io-2fyy5${dq_GmYIi+VyEiKK(W>stl8gS@X
zHu?k`pn+(u!@^0{$#jS4_DqvscpcEsyW&Xxsib}b(Mg}_e@+EaZZ9YVZ<oV$Ppd7l
za1gDVa98wfDRZ1dJZ^)@?*QjD7f`hL&vv=?&K(<M9e?KsAHyH*IR*Az2*_Lo^DeoP
z!*4|$CcH2G@E5@01tMlXK(GL?GCx+9lk(su%Rk(s9bd;%1Fp$z7}>!;E|y{>`D554
z1Hu`BGI$26!U)|Er(?i=NYMaJ*@q7sU>B$H>iaOvv$3(kj955!yWVvUmO;4WJPLcx
z!zEN~Dr4oq#Dan(4?L53k{@AFOQ1tUMMLY*hguZs*#KL;MjKB1=kh^v<P{(vgRi!x
z6Jf)?a-|GFB<MEzESqD{<H}7ylL+k0!FP#Sfb>MDgtxD6Y{<ekZHJdINw5xF-j}{+
z&?IXI;o9msB?CC+P;CMnFFU4fA|Yo})AZe3U}nY9h;PEK7}jmgK^K9r4=Nu4%4b6%
zahYiaYTGD6BJy$FsLlUL<us3dCEC+{TLBMpi8|k@M^b#1`-2gwRW^D2Iy)gVtHH(i
z4;FBss%6`o+{eTv)nNCb3Hp05D{|^cd-JTXNl7LyDvDtHinPZm)j-(?$60W@$HO;>
zp?9@ez84-h6>U<O<P6y{K%xd8@X6@_&j1S7lR}TWz<g*+Vn1EkbgzWQ$n&OZNn7Rh
z>(YmOe~&3W;uI_tpV^k+!fYl}py?pdXyAD%<qZxEss2!z6%iJ0lR(0AOXP}>sPM=5
z{#FH$bD$0Xs1DE?A2e$4gb2zw405p8g>d9?+TN?Ss^vI{f)G&k+<^$ssEBAB=US(+
z{)pE*Ku{A9y7z=Dzmo+ZY4uKW;kxqjmZE=f4^Xhaz7*#-_5l)0%@DNzECCzzRA$s4
zDfji2m6carf=^2K_KUpmN3pQ#4h{}LVyauK0|ybH>=G1@r(XQUb#lus|LT=CXAlg`
zRtV-L8)ogbUjzU`6jpyu25)IlEd5_Goj13W{Q=z^8X9^qTzhpKe5_&&WBUDm^#Bp{
z>}56A<Icf*VL&c+3;YR|Ioc4xjS+3jp(_#aOpX<#O@$K@E@0yX(o?Ww$+5T?pd9-w
z+s#z!267NeaJ5fz4lVgkF(@W1-st{O^)@~)?>~ZIA&3fKF{bEChyvjd?>RPJV_+zU
zWbHX%A(>KThHr_-^?s{<kYQA+1pme&4QmGnu7IWtQ~huwx6)nl^`g?)LS&2uG|G9R
zEVo4-ZcWn>iGz}sgE{(ANl1OP$#L8;oXB(gFv|7Z)m)=V?@0FBUG9sI5+s(mO*Ey~
znQ~4JH+AaZhpRu-N6P_AYgxs9^}gj8>pfk8KtIO;bF08XZhk)NxSP`4c#R{>a!R2L
zGz>IUXfS9i?%&oXBCOzn7!A%Hd&lB??+Om@cBSgG8+HBO#0)D!<GgjkZ~5gok>WPd
z&5nsv45Rha*5jw?Xbz39r$$wDP97aSPhVNs&ppw)zk{!zcT|}IS*MVT{_J<N&80tk
zG_3~D{H!#9`eU;xp~jMtLFzGfUQF(e!ak)n9!d#tDJ^Q96dTl<D6C6huL2rnH5Q9T
zp9**XZ<6F|X|Hv77A+b(FH+163t$k5lB$B$adL8U`Xc{T2Ly*3^G4Sx>3s&(DNwRn
zO++OVjd}(L2TPC;dB}@74g;g&0mtd1M~{F+QwK*oV3TU8K5#zwe1oVsS0~7RgV5!q
zBJMI$>J7bbMVZCZ2>k9Bx4iZh4<_#$#_GMuFo~2nE7Q+6=2e}U{mic#jh&8!EI2-$
zyv1?7d5aY(i3Bib{)NT%&JLA)U?XW+$R2KNN2zJWYcR4-7v@Ta4OYtFGj1dmj;IdA
zov`8hR!GC#uC*3b?ZaJ^y<=+*j75lq?}LrG=Guc~s57vF-ihkws=GR`rlQjA0#x+I
z``_8{A|?vlv`~K&St!sigO>Dl^cGafiLtRS(44@zEV17Y?-1T+PRuLdF)R^7iG&py
z@0rjQhQbHOU(<wR)%*@_7NvE?SvJ2dc)7L?c88MYsK29|y+7AL!i$uYWgzFbZ;|6)
zkfdc;TB^Z*Of?huav5sUI8{DCy%<hpR@Y^O<DYXkDQ}Z){PSmRdi+ou%_*JKyymBd
zCy#L7<uy?5=h`O@KF23A*AHL(H>}uweU+Y*n!1KFsvJ&`v+ZbOBV^xybw`(Bi3Ki*
z@@F_;RE*U_lr@wM$v-Di%x!G&N@b`WSRevrF&!WkDn|*!tz&B@$4YT1wi4(Ee{?fq
z8N1l}NOBMOx}K6RQwyLnZNhroq|{s#)XizU7E$q1UTY!FLqG;zy!{gw&wF)1^}R&z
za7RZz6dipVKOkP%{U3-Ikh7iC3_h2XIS<hsneQ|isJ~J*^>W|7_G~)OMs(<`O)+?G
z&f0SA0zw*JW0d9O6wT?(T_8kSmO|Hb_gt?)$ymwT-0u;|4}SE39=1WT$Ao_#1*Vf<
zXGg64NJypXUTj|TWy)i_?gYkNbufKa(pP129xZ3wWiN{07>&|Su?8pw7AoLgUsPBI
z)zCeGI?S#&J-7(js{q9d0kl=<@uYzzBqcSU3%ybtm2l_OR1?U4Q@M;DZO;Z5URqyW
z&B=#P`wD~H%?3}-UCJN)I!}6p9lpKxSOt4^=GZJ5-vQtbrY_n!06`K+t4ok2xI=cY
zFZ0&Bo08vti@bJ$g{a;HoHAyWwu<!~wV(+u$_u>t3wT6sa;O$Au;YBKE~q(GTzgYs
zYov@pYaSkFNvQb;xCdCZwMT_O*oB785n4>7Al>=DAOT`A&Kn9EksBZrfyyU4g;t8>
zS9C*&nf=#AT>F`tv5%lbg}h&t`MWP)#L)P=|I8-w#m$or+U)>K%sqThh#hrbezT^h
z<5w#QQl*N3vjDulj7M+5ehPBf+P6X7vh+yE{06<7vFw@s%?|KD%*nU<w&z1Py5A2r
zDS#dQvGyX;)6XRvsp;Bniu>a|!la-z!_33eJ2XW0o?A7F6y(mpjmDt#xRJ~jJNaY;
zKFxN6Qq^OMk2Et_k}~Ih5_)y*SRB_u*-b-5r5Qx=U(%6pqTV-wlIA+D<f(^wetyo;
zojd)mVl}}<wdt1r$U*9q<6QcEaIybt$+7+kn}y*%WrWDs-j|aP7-H`l+y-8~=*|KV
znd4WdFhfev)O1igwOzH={;k7}*Pb$NN2>t^(r@~|Yu>TWEB<{^%+lJ*B(EMMCZbin
z@SH>QJANez!Z`NA5@{@TRzaLYQc_PzNx9hj+(65)!J)^V%ia8Rge#W^nR>&CqGEY-
zXSpp8S9Ak_W2B0IyoNiIUFN?3*`R}<dh+)&(p-=GgKK(%=fQh4@;h~+Nu`r*9x@<Y
z6|y@{<g0H6|G)i<2l;m~F%jE`N`IPsggKK8W@J(VCO$PDwTQ;#@@X_ulyUb0ZZhpi
zocDvP!E2cJz~08%I&q+kh>Gg0Td^hud_e`J<NlH`ST-oYBxDb5z5#vwGxN%1<nlku
zTtr^beK5iZKb-7vh1_^t@-J73^l1O1wP?&sP73?SzBsc1?P-_%-->;%_W#;mWQOQ5
zAj8~n1OgG|Z)dE>q`7h@0ZxCLjz1r(p8iMRc_7O{1c#Z1{iPrKeR~t6;9N7$sGdR^
zVaW}jyq^9J9hud6jxr)x=uqv2Q&Pl=PREBm_*)#G=Kfo!@&Dj;@;`dj*}P}eFp$Bt
znH;ELZ@&T@Q&^+(u+qU#g<CWwi3eC1OB02Kg|LNf4m^{Rk}|*3>vK?&oNNF*1_cEL
zTid+7^|?#F=Y#5h#zQ8pbXfddoc_}3N#U%it}cOJrKP~RkhJYi0AykT^z!1!U?k|^
z2d;cvgr@KOxs0USyh_Cb(_)xyv=O5~gzx?GMcQkPh4ng25a}|$m6QiNJF74pKqCoy
zQZeh+5P%;+H9`5@*q?eN6FJho)z8Nv=ZO#m7D<Em7N1Vi3WzbBUwUJo!)AQ3cgODE
z1!#p;H0*JYkcK6oL(_uBWzb3Q5|7EdN$8M>Fo5{QaaIU?5+p^Wvs3LvFT$hSiZWg3
zu2z;@K%Qk=U!MzLlazpnsY0G*Ufz8WVM58w1V8++#9M%!UI1bWqE9F2V}UseohlH@
zkPHO`LS8Mxu`i874_VehqA}DlmH_<<K%#wLzFgOGIvANT%M;G5D2zKAfq?3Nw}o}!
z8u1EvozEMot6whT2#%u^L`7pFfv`$;e>rLs=>pB<H!%4|=<md{y)7F|orlQQ)D#U7
zK1>2^Y(-slT~Zg|XyvnX0|q>_3+QS@=~TWp1;_{ndzUuC9&N!fZrSum6u9=^h&}oO
zjlX~Y-d0{)yB47|MM-lx{|;wGsYT#~(9^f~wa&DLJPb=yxs4pq{`2aHf6>ooXJ2ik
zrlH}cIs7?x=k8r2L|}ksMy#Gyb#*nV9(kfW6e6hLeENCFxmHh1Wr*nR5Fo=)WY(Yn
z!CD{d4qSTm)JmvGa2<<GE9Rm31<?YXkgWzH@C?X(!(e!^DxL9P5rXaR$oV)8d}?6m
zu7(b!Fw`a#?lbUvzp8eyzYjV~)~Ja>XB(@(-WTwL*MaK?H<13DYg8sCCW36kv<p_X
z_Ro?~UsWmSjkG9`F;^_<ypqrZ3m8-k9FDGvni>$Z&^7D*i3c22gqiPeI^gTD5@?6z
zDyyoLt&fot_`L7@;{I&h1bCGqa~&NUa9#emc`&_3*RH<wb8|D!oC#B8EfAa*x}Whg
z$aT1a^alpvQ0m;H6=?kctZM?SowEiA4_EDvfB!}VT})3;-_|eSWM<BVKehhaT?`Ku
z(po^wWt!*huQj9~sR5!R1d?9v$v*g_x2T84cN!*Spb>#OTPZ=ggR<fwjC5Gb(8cZ?
z9HhBKL->fEsVOC@q!9gXV^viZ#0CSnv`vKi3m!{AK|<#I4manRZGCLJ;lH0BXZT=T
zzI><Z8IPHMqpGN>K84GjxaZ931dUO`7+T$Zg~4~a;Dvl095g&8`icto{U2|S`A`4*
z0K3nig=l_w8IqF!eI_A56_tUo&p~ZHv=Y5s%z>-(S)EwO_QQ)3!y5LDA)g?|!lY0a
zg}0Cu`UpBBGr=cuaW{Z4A|UW+&mIrd)o7gSW5PxVb!g(S+9LWnByvf40^-5O=WcJh
z8$55O6QGj<BI6O<SN{gf=2o!Ta3}`6Mk59R!z^IE)^~NC(*{j2DB!^LXQ7Z`_0oC;
z#2`=r0at<jZ6B6KkeI*Y>Uzz*J}rhnN{zQ>)0foPLcd(0_@w%J%x1WU2kL0h&8R1g
zwG5Gpy}@3|AfvViXIi1?K~jO+Z~r2nDFPt6FSz#ni4@oTJSfPVot;VKa^Am}L{0L!
zbS23ZKxdT?LX>Wp^#8#ER3iPfRB>-74#S};5L3z9DnNW6oO==^^S9gp=Li{s`LGQh
zk-F;Yl;-JPp0byxJPa{x^ryK61>vDRtOl`0sV?T7-id=(Jd)0xpb8}q=9}-37trTX
z!WNqCh6e`?vNXN@fFO2J)i4$k6jao_d4d7x!QT|IuCBj4GQHMSEqVM;>I8Z-`EVa{
zpvF@QzIL9d?e2q-<l0d+RzAR>@UedZA(L)5>{uU`<bO{0_xA^wCQ*-M+T|C}mvxtK
zHv3D?^Q}z)CnH5(A9I#PeK4>>vE9NgL->ZK3M?3Z5ukpR$R_$E53OI%Cso6T9v%k6
zr>Qh7u&%hrb%O_X;gBhB%WnGT6HRfIH$oX+p_HWWRuZHEPLTm1JWnuiUk^t`+;w*5
zWgUgKo$wvs?ZyaVzBjTSKdvdgQDXG|l*DSvXH!+kqP=GEM73|o?X77A(|{08W1$}M
z0E9kmR~>r>HR!6-Wlg<ZQ2~K;k^4!YwT~oWPs!bw`an?zN5DY(WKR!H8Qf#hj_1H|
z0l+UUFt)pU1)2`XankyG$+3SKpd3Lt9T-`^BO1~C0;0#aK_R1OI|v97SZW2p#@!zN
zD#2}793R3F0RPK<jMNGX3i%&xE9xIM#h4g6?r@zjsEzL(9Dwl>Ij$^tR^g;VGu|-)
z%e#(-2kzS-0k3Lm3V_8L@R|nTG=$x$==}loV_&edfPYmBHsR5`eVIpNk_0HPBFG4(
zc^jzouvT5v&V_3j(<6+^!X&a*xO*M(+JJ9oc2eF9gpqptM$^S`ytvZPyhK66tgo++
zAWs?7d(CfF$s$M0yPFB=<3eJ;0V_i)rKdusg8xJr$-(T|AeanGUhPP`EwQc*n$61?
zML&Y(2BT$;d5VV4jZj|xX?D)#<mn%ShXLQfPmu3{R;KI}YiSHw+Oq+R&`5<dU9sN*
z0zGkJ05n!k0`7ZWUNbsHPBqZ80EFe#%~n8;6*p8gG6nBo$^qw|&Aqbw765gf>Hry1
zDB^NzYir|vqu_;8kzUe0uhY2&_+VtJxAJb1ra_^Iba#VNGmQuWdf6&K2wp4wbFhcR
zYBTjvk&u;bf<g&dvv}HLa0A1M3agY@^Oc`tRjm7GNC&a5ZU8Mg?t{tT<oE9+8*qHe
zL9!$0F#vXoe{Vg-b}b#5JVG^ZQ1Y^SElB96ioe<WHV2?l|4f82d*P)`*<9l#eZH^M
z@NAe3Hl_NJ7ocsIR#<DNa3pdXu&F>G3k2$r+i?SU9D>huf~L&_8$iCyfEp0!LHbhA
zX}<^L<cv#c9ua%~>Ag<ARL?&$kM|cYphPi}d%wQG@OYk=E1W};NtBA3I%<q*63P8A
z!)3rgN5AUde9GWwhcd0QtFTk*m!tdYbw>tM$JEpn@3RF0?@^R+>F^Kmi-MOxRr{@O
z_U0MF)(ZQ6(wirHCxMV=`4XtMV`HB-!9Sr2F5c}X^DK1hHfk!Wj|JCLxl(0*8@_t1
z9DODwA+Zt|M<M45jSyVzxF&^urmTdsgouRxqydiFx;mW(9n^)!?9-fIj9Wvk@D#Fg
z+PNDC(3>)^a4IlH2y-(nEY|*AKEflOG#_#EdpV(Xld*GYyonX?&;qErwJenaB|A~*
zIuJ%1fr?m+A%wdVNm$8Nt7x8yJ}61Lh*=mkp?1J9p9uP3tl%#D2k*9CsVVJs(jJ${
zbEdXaI|G>?Fn)EmxwxnVIOZY?>{wI1u~_w7Z$o#1E*S43h+9qj?!-WRo~Q7Jk{A>r
zQazbLmy*$fA;%(NCFBoP!iv;nYQ*FWZ23)AM(P0AHegLw%(Os61%P$HMGXXnP@OGG
zOa%*7Y{`y8IL#qDbQOVGeFms21&`@fR$|xPD%(#&08B^1w?lr<K=!~SG}>gCs(pQZ
zKVA>mo<%WaCB1j5CUjx{DkCExAOKWmTMG*YIRMFtm+tVh03_$2<HjE1uEp~2WgUMx
zN`3Kta<cI?@#<mc*RMDBrx3`Oi~RmcOo-f7t-mjyF@!~mwB^741ml19dpE)spi2`o
z$`dU-jwAl_&f%{TW5SB(g$X5P1coya@*74T;v#<r3!Mb|i+?{&qf)^VrFW-qv0!d-
zk)@)CD2bHt!Wj8g33*Div{quC-8u?Jhiax}saT8%Zhx&T<X_YzAP8pr_p*|BvM>Fw
z|6U*^5V_Gt@`~qGA*~lF7|G4eN1t6?JqE1@=f|rwpehBf0dbthiL4Kpe!xkR??W_V
zvvYWO5kPQivU9o`Uf!?q@A4$IM<Oo4@e@{BS_+8a)2GUrGQRFG>-cP2VX2mw13?1L
zC?rhYf$MY|ju~jKG_kYc_}5?w=8}SC8i>9Dcv^v;0ATmLEYx;q=u`1iQUL4(btCM4
z;Qv?Q!MTkHoPrSmS{5inCQ%e_ylF5vKvtop);k$b7^Q41CNN*3qAIcey{;O>?B}RR
zART;0+FL=@mOVB*24RM2+$Ilz<qC5PH3Zd>S^}xM23`~tA8l+acnDzlc^sBPd?{}W
z3Pfidoge%+*kBgEJ2~1}2*anzW4QE)q}-ARCREydoW5GXM&Yq6f@!HUh6>0~{H%{9
z$h57jW?`lPT?`31IUB3?F4?sSh?n4@q&h3CApUzL6SCBvyx0eMNh0ZZ3)T!Ye=w6t
zkcaTV%Hg{_ov5-9F!<q61?JW;9lna116?`}m05+2sw}hP0+3XG{P<z|_%l)fE-Ayo
zfyG7VxUa)?!>_KkHm#YQ=ka=UW+;>bIVhMnFlflg^2v#-Owp-j=YT|H+m|`@`7`br
z(YRQmxZ!Wk0|MMzCxR-f4&AOkKDH&_5<V7kG~v0nw?ojD8#x|6$zbx|4;AZ}PUD&-
z_tmSHW`H756bw6z@JA(<h~~V(PEaIiJmbqq&?M9dIzP4p0&^5NdjP)%Jd@ybr2e`F
z`(8*7@|tVK=q^x=CI`+8JsZ3fS%W+cl${^T%j}%{i?CmU!2s8?8t_*KNnf}DXM!$b
z&v3?$;Vpwh9Aw0m!C3$pZ|w75@YyTQFuB>@gQI4Ye>aTBdMhErRMc}tcj!oC1Fo0A
zoy1vyNfMQ5Dg4c`7T}~%ra|tt0ws16gzaw7lD<~#QyyAaVaeBeCF>`K3T>&|O@Ns6
zog(l-y=R1k_aj?Lhxb6!UOow;z>1!~Y3vDKbQ?_-XwyfFI^01e4;xmi4VaxXUcJ(-
zb(j_sifjwN1#$>sP{a)x!AKYSDgMj1rC@x3R70B<SYTSAlCQvBB+r+%?ItAE2KWK^
zoYrg$+dCwpiZU%SARSK;<9VPducXBE(AjNc*x~mJ){*dwEvqq9+zHX~)6><<6%RKm
zX}))5ZI1Zr#EVJ$H=?oT?}0?{v^Uc3<l(q%(FG%s^H%NeWVI|x;YIuP6PmL#(%ctM
zpSD#n1_Fit5x7n>ncLb9BC7cCH{X|8E>FE|#w7lGrIVy0*&YLsaP@w<007KG+i)!x
zKR>(TSTPA#0Unx<dZfjGlGXq+2|X08Q6;Q~;rRqY4fZ4Cb~6IvWUcPs_uZLS&BG&;
zf(;em0%aC;1jSc-A3$_H412Ie!*(mgSsaF$E+Os+y9T*e?tUM1ab~ipLbg%?PmuCw
z7_JDgm5gl0`un$Gn~zT|g0$2EGgt_ve%pYZLf_1|0ZUH2Qe0U)ms)s5-MpkgSYvJ%
z;BgaYjfgo_4u!RaHw-jP@}PrksWlBv0Pt6PJlIr~HZc$$S|bx6aiN4_e~P`UakCrb
zD=rldusHx!Xhr4mLsbU!xNlH0YD^P!H1^=&{0T=Dtf>;-fV^IJ-=)GC3Qu+#qo<qH
zyW34%Wq|4o!HNjxMbrX70I8(MYn^FG_rcwTM${oBCGj~Dx1T_5LW7C)Bb7=W)+2IP
zQm}}5yr#xPxD11unofA0cn%}cJMU>_(9&lj?!*)K(f{U2f2f!^B+O6I*F0Ha_lcF}
zMZhk8SdS5Av(L(!sK0+IRrES;DXz85-Jfsg7PxdW4JH^JwX7*FL{}n`tJ+RvOV>p|
ziMx!4LL>{L>s(B<4#T59^GU0@7i?+9Z2yYbqP!v#)+}_pEz2dK@`oAv>RLAC5L4c@
z=lTmmc-Hn}SXD5XMsvOa(Bhe_-$T<frYE47f!=~8zbP^lR+cTXA@`KK!7!CEj4>yt
z#0sN$gJ_uPrrB}92Z+dvrGd@~JBOQ{PZ(-^p^)HR6Sy+qwTZJtZouB95|~sA9dN=X
z;pqG_fMD5Z!nWO42X2;Ip*)1~%D6qa`w9U;n5$~-9A0$ur9$=CRpp0D3`%=S*OVHV
zF>0{x-Mhy@c+AdH*NEqZLl=h{q8yjSVLjSd)bWHKr2@|@wl(}DHN`{aGbfV&2j_m$
zz$Ur;l2JqqF)*KYq5J(NeJPZuGhErLO-(I8L9z|=Su??9!ZdzQ{u@kM$`Z&;ty*|Q
zp7@U+ovB63ElPFG`JYWbP5Zf0X$*5y+`fD{w4l%GR_Tp*DGz_R1~?m}e~|s9T75-M
zvCgIOgWFPRXsG7;jSj;3Lo>#w-cAj;&u5w~+=PV}E_=)JXZljDFg&uI0X9cR(A?=;
zis?+0mm`yEPr}rqep%!`;L}{XN%HUc<cqxe_~QKc7My`oh#&?r&Qpam@er%0tSjrq
z3EaA^<>;#QMWc^NxWi|qL6{7xA=9wdkb|cUPe*WusD<4saxN(mR8kF48{1t&!E+IY
zsdHC{5qIC$B;l0~);Aaj6k~G<bx9Lm%ro95`Uv=jigM;$D7^nGID`%YO~erv^>3-a
ztDB(Sv@i7LaEQ2OR7%6GVb&Oi<JT1ingY_fq7J4^LGtG+;vsoHVPZE+o@nEl5xkFk
z7Y?9-X3umK2!}pR%wJ;6S;``8NI2YGIg~#?%7t@el)Qt<Tjzb-f3N_~8AsMuqKGZH
zH9|u}Ke{~YtIv$M>~{S+LWcTQQ3+b}*7UAx?;ZIE4zU0}#nAhVo^9Asc3_p6@`mT9
z-k-Vg;o^AR7J^O)liCE0z7bPVTtkdjZ4l5{2y;7r@4C`N#C~0BeefXd7&rfARf#q5
z5gDdT>Q|0&-kiDH54-uS{OjL#rIWExC16U1$wz-OxCU!T1O`M#x{E`^#VUdqonC~i
z1Z2@BN|j)%u@-^HPToWEn_9$Pw|5o9Elf9W-CD|mHitM^->DGCYsFP_^~2_P4Q^O@
z=TU188Iv%$C3rOx8zkdq7aM@jiHDFtz|ndc0tQT618PkE5KoZuEmTWtk=+fQ=Pgsg
z8z5h(+ecY?F73Suo-Bp;e?!VClQ7bbmP+0GvCL<a)5l}cF5243*)8RKymcREGlUQi
z-pN?fCx^Y6dQ`|uy46f~<x%w*5p4;_!7(?DxTC?!=Jj~_HRljL+F6D$=l|&NgYnL1
za|^ZQZqE#HQ2*<YPcLgET#A$YR4xWq&^DM#%!)6RT$P+#ameGt);>WAU~B{f4Ph{_
zcJezta-&PUI6JhgZ-*irzG7Z(6+AB72A|~4?ykFs2Z=nK3z1vk7^78@^XQ0h5&AP^
zglmj};F<(mH!tljtYWpaLOH|xUW)7B5yvr5&*-7Q#lDZfgZFG7XiRKuZaxX3A|j+c
zzF>E<-;9caM?=+Wbl~m<b`abkK@@fDEMbJu!eE*!I`n)MDFT~Q#&`x0l{d7DVKURS
zk2FZMEs|;bHP;kh;@nGK>NxJ0{VUq8d4#Xo_oRDy2d&Kd4tJl$7#7jNR(+PFHVzN1
z{E?y46KA{YGB4RmTf3S)gbxI_|221cs!!0jp;y^CgAH?far@0L&~_gIS%gw#4FF1*
zXsaPAJp?3LXfw#k>}2nLFe--CRe8YXR4^IjINltPDd%?ldYxdKr0)uLd$?5;(o<D-
z@gQA9Ckt$yGWz^DKK@EG@Vr8{fYq!tV{Tz_g;s)4aHx|wnksYYvKu3X_1ryRA%6y#
z%MVPj^CAHdw1kEXh;DGB5ivsj?eGR{VQ7#o?p6w!&H3?iRzgog3RI@xRvGXL4Z$YK
z4jgJnaG<1U_STU^q9)S0a5&J?^?1NA3#6EEZa#uWfE1{NY!xWbSk~djvsJdJF>U{8
z_S&g~zJpUiAE;<L&=ocsaB~+!3t=^4BT=3AYR4k8_uArR`MaEPP0)CezdHw`UzVjj
zGxrPB0mb8mm@a?gn>v~DdbCPDri+kfHSWdx;Ev<L>K&|@N$zFKTXKhMovC$jJVFxH
zo<D=@LCDLT9L1MkJBZ|s9B|vm5C(31TF*YC+DRBWXfNZK@swV>p!fCf6B}87HhqmU
zu*7u-kM$MZPkjrgTi(mx0{ETWH}ja5H6(vXr~R7+HF0yHb9KClV$DXbf({h@8qNqP
z|1yAa*k@YQk!~T!f|y2}1D=#CDn#fkB^ur3@X11tL0MD-+XyUx{vp_h_>}@Wlh99H
z)41(>M8`;D!p@kF;;%*lHv&Jy9q3JT<AI}Y3a~u%2ss)=n=pzU&IBpngUdz}=LoH#
z(XTKO*!xG~UCn@}T)~gIxZe*Dosdbgr?2jUjmd0J9JMG86Cu%dlT8PXu(0rGCX&K}
z!qlegSoGZ+#r6(tYr?NEY>t#==?-!*XmlaYPjJUg+mQ~W(9LDvnL9fNq9!CTZ%i=L
zcEu$C7eE11*`igvw!A#SK<yMn4s!_=j<j$abu5jQCL}|{tFYAi<tx-^pdJ4F`O~#r
z1I1k&?i>zNKR>@c&a23uX#tKIaTpl5iId=Jl#+Ur=gpfp!1VbjBt@O@3n{H=0ft;o
z@CVP;C#`*8tJ7ol^AMb|H7*lnR}c|U#q8x2Lt6~pLDctf+eC}Pn-Uuw_#Pg==(Mix
z=gcLx!BmIS5j~AE$eQxF_VVMU7h$0s-=&L+QBT`yOPbC;N_Q`<O?+{Du=Mriz1bBU
zHMOvZZ+ULe1q51+pz)-Xrfh&?3ucs^_jQwVKVE^WKY#8lv-U^~y1bbA-WIg;ihI*V
zZU(V{Ejn@MvGAY^Q9;b;!Cu9(YfOc6F@b9Ab-WBMyRglv`nBPM*hBpZi?C4DH+}ZW
z2wf?X@942(Y>V<?)~0$pE=C_L|BU~qwUq69l!%g}lfm4G+4=c-fB-ru((4F|`x69M
zLPwP=32!BsZVOc4tnESX+wTQ)^Dw)j=?kEW3WV(YY8fA8^}7_kdqXXt#MnJ|Wj!Jn
z^MIg+lVT8Xa8QYEfrD(g(_}r7KDiQ+JN2g`$u`|8-5iIqgV@VR(&=ptOM4T4Z7siA
z7_NXoq5er>{<V{JBTTK9-CJ2`2hqLR9Imf(V)amWx%N_9T+|UyJMod9D%ScIJ!9a-
zSA^S;=t99rNT}nz2k6IKW%{F4-;xLmp<BK8qZ9f-P)TI@KXo>Ep~#}$BaWtxNz5Yn
z`uWSCVqvf`px+F9`;(WKr&(H&K_0!JT=)uptbnjE`7akDB||}i6^`>#hrftP!c5xH
zwQ|xcS5-rva#>^miUh|u`Q#1I;Siw)U@hzRp@*)-O75De+fMb6<6Qqj6_*NG4G|a`
zHKd&SEnkok^lQDQuX!T~$4HD-zv#t_yXRo<<66B0&IbbqcQ|r^F4wq6l4uvwIfuKC
z8$_v3JF}fo^VV`IVmIV=jka@6ZBP5+OL50Hq;*PrMV+K&qLmd!SwmFwV#&%;=^scY
zir(7%0~!XF*s*8Rk(k%=+uKbIH8rB>7SK7fU4OyCDhdyZ;cFFao>|j3*Pb(l!!JPi
z$Z%mK{DO4aVe^P%fbJ~#3_!68;HZ6!41oCohG3-5<V^qkXdxbo$U<JU;4e3f`H}qt
zKc2~^RlS<p+@etJe+Sjc_Gd#C`0l{RoxKM0e#@s%*bW<ZTJ4~<KY*e1>60ge)9Yv!
z5<rP_eUG%ZXd67LoM#Au?N?dZ7M##vlLVH&2|!_36}JLDDn~fL8IjLey2xDmE-{p~
zpfHoV+;4VWQ{8VsbSM)2>p%(RSE;O&_EfrrTS5|MaOBXgAz>_*%Uy~8W=Jeea@|Y+
z`qlrN-?uAX`cPl55pt>$gC?c*ADByHMH*KGK(yCH)BMOcnq)XjX#e*oV=;b04ZslS
zl26VGJEgaZB;56DJ8VP#AeQ??moKN|)9sSz4mA-CJF+TuZ{cJOu){aiNP4QAjr||2
z4wvKc|N8IoSd~~ljf|M=+u7PK!c+^b3l$Pz5$51nfdwEniJO-fJ~sC8>9Ggs=u&Kf
z0qehXu#@Z}kk&MPS>s=aaDlT!(E_{4D!5?;1VDVd3?+dj$yO4UA5eJPE92vJ033nP
z2{8bPkOS|R7hWK4=&!cffX4ysMBz^Isv(78S`RiKNYAYwFm}Ow!soL4vi#m^tkjaR
z#PY5F^4&FjZkMPQFiNd<tfmT<9slWbzK5p7m*r<v+#6+<{Pkd?vEc5;e$e0qB_$!-
zzw3KW(r$T4Sx9l&YHka0vH86qUL}bQwgzKBF$3yBIo<|X2?s-20Z122<A&h8{{T}1
z@Wuc*J74|Iu7WhDdyIl+!>0dQB@!uS`#3r(0TmP=#WIsJ<Rq0h6Lv#ZyLwHR6nEnT
znafB`Jr<8yr}gG;Seo%0?P2lH&$+!G2aRUa|E8|t5ePC`!1uF=&$><Gh6FqQ-VEJA
zPtfs$fmDRw44_ac^9@r|TD<CXv<F_ff^KIdkg*WAPJeM{vdNF)#yOm-j5l|x;NiM`
z`}X#)B@Y~gH|&ofUIi*Q1tUz44v{L{f})}wl{q=D)jo<p7%CzwxwE=VOjqjYTx3Xo
zbmP8V4t09#*GazA(40h+G+EixosHi{J3sheA%l{qGu_Br8mj(a@Jd+6MyD;B<?v|k
zLN^T8M%fmiM_Fh>0c13-aWIM^<pjcp1UOM?ya5U}8K=IAzTDGsIQD@XZiT`KlrL_x
z%0*bd%_>9ojcW?AlLdf{017glL*tNWuAtBY|6*kbpymw=rqM-smf^d<2O&UHlPn%&
z6OetKhD{XGkcX6XacvDJSr|4)`nz{PH6h>yVHXvr(BmK(+k7`E?bJo%z_<#qG$;u1
z#0CZk;J^f(?Nb<f+S?aGv#ErKhu2;NTX7}fzaa5|{=6IHE5&lVG)(XC+~hgyuSgZP
ztsJY`KmUdnUp(lEyzL<x`u(r5KJ$T=o^iuIbRc5H#56BTez;R~jes+b-p9t?R>Jcd
zE6YHUa$@>Rg_#Ft9_x#Vb`Sde9fv<p1*u31dn};ed-@kZ-z7QHOSV$Xh%*MNup~e=
z_UxLgl*-@VnN?wiF)9)A$v=_;>qYQS1hPf%3sGE$V|argUNXg1)|a`CBZ+?;b)98N
zV+uGl!1hKqDF88tiVY`5WMwgsf~rl<AIq*1jz3`g>}_v@e(!S0jXdPhxFXJZOhifP
zv$vwRM--9OUy(G>7)yop<~#~K`1#yiV(%Apcd$bV+FjJ7p`jTvf*}$1n`-i*DL(bn
zz6j6F)Ya&<vgzsF9px?S00I?NwU-u@Gfk@%{vU@1ma6t>Zf_pMdWRp#CCy{BZ*T9U
zR=E0X<qq$QPuK4bx3^<4)Yt<W@aS;ZrDK?!#BON3>WkOT&(D}iicJ6Y`8+++LzMt-
zETFt0wvaM+EtQMR-wM4IuNR2rA?vUQa^xnOvw}S^JQ&bdAT9q>m|Xz4oE0zX;qtxt
z4vr&Yey9efVVK_&u~KR)Dg-@`V1mdACj!4%PQle3#Kk!-CjptAwKXHFyj6_0Wmg5-
z=;~2zWn~l<$(yFUpWeFop5ET!8F3`Rs9k;VVQO*_l;;f&z+IC-91pg`69qL=ZY!%`
zT>kw{Rp3tVVa5l`)EAN!MR#=Ac|;zV^$+yy?MLhA`*Ysn`}_vY*<&a1KUjeCFAA;Y
zeYtFxf~nuNGbYi5)Wj7wbD|#F$)IixH2g{$FyC#U%>1<d3+CU$eo=ipH%tL;a3o_H
zoYF$XS3uHJ%)^+5PFTJB+x@C>$7e6_dtrQZ*Fv9}unB;W;7@qblw4nDW-Qg2V9WiK
zxQ&aa&H&X;2)b}GE<;K&CnQ5FJHgsS>r*^Dsv26w#;3iRvL8s5mx?-7a^7Ns9#^Ah
zwX9u-G0EuT{Um7#;!ul`8BvEs`I;uyG(UWvr(1?^dGYbcl4$5l<|h;?weJ#95pi<f
znxyDMG)}xV-?-_!8}v5Vp>MfW*?2;mpv&-corq=CBIeJ@pw3r4o9RWm6?nVmhjoF9
z!PaI~6Om56X2ZG~fzD%B|JIjNxl=+Ec)Hco-vI#xo{3{{qXfbY**Y8YnQm+c1pcE^
zh!5Di=WHGULK<!ewwDvI2Z67B%bW;fdRyo_V5FGifNY3H$QFwUCcc@Wp&Er?RDB`k
zJ*@~k@BFfbS94=(s;ZIiOV9yg!cqxWf<eYmoI?K?z9ol)r0x(3aIhlZMlIl{aHZJc
zNJk5iA!zdGXldUGHphD>{9flTvuO=Gy76+FdS*IvrfFPUK!8X69X~T}9D~39+ebGH
zg!cw0AD&shO-P8?|9tCf#-kjr$Ex}SW(K5gJskgOMo1&&(W&W?*lbrU&Eb3pE{8q`
z(@LLd9WbewM7V4{fMLRSvmUHAnaZLhhlHIhd_Du6C_X<we@)~oHA(Occ*t`e9~-SS
z3Et_1Z*#fw7&Z?;mEk~5e35dh@JWL!t?d2#W7sM*H8v73$dyn#!v}MOT&$1(0CK`n
zv(L`!+C7+PJeGP`S&75cFwH9SClL#ZD(%mNHy<sZB?iRTbhylv9xcB2YA*nT11z^*
z$9R{zg65)cnX=~z+EfIY^2g;t%XNYisYTq6&_m`^KP6~dr*BQ{@Qx3AdEah2`p+8<
z^dn|@3~MxA&RDq}VJWE-s4#$;6afX$^9=%V0sQjpH`($zq4e^`_GDlL4Fol!nTZJt
z8E-C5c6=lYg2l|$RiM2{Mg(AL@N#SdVbCZ5Fi=B~wiPKIB#j9l2`iL7z_U;B$>CZa
zRH&mc+@_$5K>PP_d@@n*)`I*f1j4qep!onTTXGTujKm@9>vMCA;dtOZ66gbFGT(d|
zm2_vJ#vq9k#*u{b^78(<)$ky`g2gfnBJb<#vt`_*2;;u<O7Zls2dnfv<L76k2MxGq
z&@W$=nWy4q@3*Gc8tjMj9lU6tqLLA~nx?-_X652K$>qNh7}EJ=<GU#tU*;SHi`KdL
z`zr2S&dP?SM(SA~Q{X*Mjh(F$?JJv)qOwN#IWYsDmA$%k+Fm3__s}{A8E3pW^PIxv
zmbYcaHua#(@Xv=QcK@j~#Ss^TNJm}|z}!sj2lB8**az9rOMPhTfO%4GofEM(Tnb{v
z7B~(4fZYf6CZzt+YY^{=!nqH3hVm(pf?_EJnLsI2oD$IvUl3E%pHFxPh#kR~)?sx9
z4wJybbcF>e>=l_f(|h5pLHfEd0mOdU#^MeWP}-j`$2wVYLpi~^2h)$BKebzVH2g8_
zoGi4`Al|_jh#(TuHY-B3UY^!500W#60J<6)0eVKKczRjaccB@;T0Mb1ugzT0#qXKF
zq|t~fOBhN>!P)9Ak^u7{uD@RwGTfXZlHm-n02Rx(+U@V^a^TY00C_Bvvq3+QPBW$g
zXHW9{=j#m3!XXNywOrP(bz}Fvi34*!Mpc>!rTnRB*+c0n={J?-0>`JEwkzpc7*Tl?
zj>5Lp6*_k$?{$CU88g7V9IDKIh5DA>jpew{A3li7@?{1Jx+|sTG+imNbR%JinA`d8
z2z9B0ljdKaZ21Jm$>Ixlvs^DHQ_GTvyL-|+>MI2&?rB<F>1$orK5qvj*PH<-p4~qn
z{SA&SsN9Y4mZ2CwOCj)p2%KuFo9h0b-z!}Mg^=WqDM>JH2CFtX<Koo~*T)f0e}1~p
zrmS1u->~xZ@%=LLa|kifluWK#`_)1X*kom09fh5uO6QoOiz+m^(CD&u5WRn6&Di?L
zxfkm^Fef<JdUar;Q04)xcxxN;Ow*3`^ByKuEsvq?{)C9_Z4O78?>fyN0rRx&wRN;P
zasFBx5m6|r{UC*J`6@m3!48gynBcYh&uEvgu&Y?n_UoNm3~f^UdFu#Xc?WWPO-Zt<
z#**K%%HaFm7<3^QV`diJI!>ljsMTX<(D9^5U)4{$&=UE!^fKB_uc`4)N2R<9z74x_
zk`t_L-h07mZAL+BY;e;J9B%1QgV&Ij9Q~RJgOk&j?L^|ok&$}CwA446p1-enUinUu
zW+AtBcxlaI=87Ulbl`Ks&vK=yDu3rpP5slt!%JO}FxNH){H_JVYh4>8AfJC}p#q)=
zdHF<JtOh*rVXp_9W6s2SpB<)G2LNelU+}vB(317Px#TnP^*`72>lIp5I(B5%A_#vW
zfe(j_tKDyHRz)-9)ZB&+^*Yw^^?&0Yi)7#|;fjQ{ogKychoGPvOn<)xq0)KsDIaS3
zKVAjaanApjQS&!7k}9IY-1rBmVR_ra*#Dm&lZ0`CV-**~CXdg~&K_wLmyq}PsP4~z
z%R)9kd#Nf%IS{p|LA>=*sS4KdtvQ1e<X_Zucf~>uugDQ4!4?HW;D7n|!8v>DM^Kbu
zrt<9C+1~a!+`Q%KDUt?22LBm77{P~yglH^|5Rp-xoo66GaC3D0kzGT}FyUO;q)dn5
zY5vUP+3fA@ZH*y9TYkM=a$;h)vt1fGBDo+NS>#xZ#dtwC&-obA0N^-t%+7;#5=gnh
zlbJ{!v@ECKecb-h8_eB^26B`y*L(r;7Lh!R5CBSyq&I)~;0NFwto7mG`Tz_uX(=gC
zLka?NYzkd<DLC^+2GlrD7{3ew8fwL;G^LcMy>356Ffwe7CAtL`C0cIFuoHxH4)6!U
z!4E2d7_jy{bf~Lxs}ZeY&!Umuvv2Du{{3+Ltk04?zkOkvH=f{no#%t*{f+g}K6g|5
z#ga(7Vkus)uOG6_!02swI*piY(Rv_@U0J!Aq~%#3f?9g9Fhzi1GtjhdvL`U(a3!M3
zYigs4eexeU2*zB4OElEfkl<MeD^Jr+SPsKD4OsOcsGUwjY{3eMpL|=^zCRlj7)Wzr
zXAfW`LzQ&YK7~F3KAYdr6Tnx&Wcwb#aG3KbxQ%;fX5@Kz@NnTgRjvly-DR>~5bzgj
z5@gH=Sf>rVxgNa)i&j%}^Qdj)+6(Bo0H4D)sF>6nY5cU%@uWgfJ^ljqD*uO?@l1qn
zgR}a$&PCnytGoCnTlQo`L}W0lv(kq~-CYrHe3hAa{Yy+(%v-|(J$fEU<2Z<qQ-#k9
z46QVCb?|5`K8<%8iu(T!lOEw~a`XGa&H5M&@oLs|RlHx(pJjYoDEFG8`^)J`$kTZe
zrqE{AaR^lj8ra9cSzuL1x&%Ve5q(g6T>%pvy=9~WwRaAP7?BEq#{#RIobRTDgsI?9
zl1DT%untJ@L=E=^(=yX^ahFV5tmOkRGlP<pVxt`M!5A0i%^MufCw!Lz#NwZ0MT+Y%
z9QS6pHv=ROG1S817y3Z}rp9HMD{Bcju=flOYDD3_)#rX>`cvObBT`*MqrKj`>m;5d
zYhd$(t!2~E%CX!fTxqfCp;~94!^zE^(B1<@>IhHMIglj&y(g9%PtaZAHiM*sihEzE
zbF=|h-of`>1ztJ^C9+y0HRov^PfAOX^dpEuVk?;4*ueKAp95M;J>=9W%^t$qhFr`Y
z*hq$lcWrFk0SX7OQNvBqeieLR7=@W^p@+f>VWg#`9EFsKpCcbXqJ#+;Pc`|~0dulE
z&J7FFJ4T<$C`mIh*?={PYa`70af5_5R#sODd|?p;Z8|^b17IP;AmekDQ{6J2TC@m=
ze^B1kn1B>fr$YRc*O4?g+M<>l2&~!EnSxckB~}%9;y%YuiUHNJAF=-hP|0ooeT|w>
zWkSB^9#p{_G%oa`&RbETCRctwqVyOs;cwoYxvOJTkRL&^UcUnI;c-8`?dJ<gz#q@S
z)Yq$udj0BD2N$A`kwiTcS<;`8Pn>6XadPRKTy!7oduRW$_AU<H8e1C=@;P=-t=bs(
zzk=N}XQxwdjYz(bk#w9NTVs7T#922FGrUymkOD;u<PTbvF9;OG$<mP?br{x_3)~+q
zX=$aR_=n&mNnjJV5C#L!E4Wq$=t_YQ|5yt25YthpVa?zWF#^H|Vc{xh8Bg~|EM1?L
zK_?2w3(#N{b)rb&&cnjSKf_)%1v~H2DkbG2e5WvxCfL9L`FHyaCLm3htEI3ni3tU)
zBq{+~A;_>G!bNKE%xl)5O#q#Z2+(k_Tq2B2Oh*2j;?ds;6c0l3O}KZ7JfM?>KdG*$
zNQB^=;t?3^!Tjp!!V~tG>p&JkGm3w$kV!;!na1SXjq07F9P#Gwb|=Q?VBve^R@1ic
z>H*OV;N#yrGn&1o0(MT`tUtU!$(U?7SJSx?YF5NMxzsb!B)!S(Ki#8d!q+Glw5EEE
zVr2j8Z-`L8W@#9-e~{MQRxWqBoSE*px=I-FaP`Z_sVjQEYC0t+-^6{E5F;!dxm$Vx
zQa}03hOJNcUeG;~D7D;lKd*kLIeYbHw8ULQTs%B12yegp)}7$`1xHBMZ*RE-6Em}y
znUd$UjJ`N|8}dqmA;0^A!`qaYYeI|j8-2f&db^w%J2?xw8JEgV+yv$cPgzff{1?bZ
zTjcEe*A={G@g%p`xar@94g!61K&N2sv*Q8CmHmmbN9}_tYI*kSFH!{WsFgIp!V{Dz
zjBXI<%qJGU8-g|oHlaw!N<&!~_iz-{9$x&QxeB?>3zI?;@q?=KmLDC5u=q`A14OFr
zHY`m=@^m6hZvO`hkWi7{JAhMamRDQreI}5HeBPVhu5~hl6?^;SEeJF2CKdxXru@W2
zn???ICe9A|SJTiPe-r^uUD!#eYRopATuelBey~)&LN7$1%M^*SNY!kRC-O|0i77Yx
zhP3!hRNwpL2MHe&e7}s7iV3x13$FA}VY`8{@OUlshpRus*r7yzMrdrQnS<Zw*Q}%t
zBwvfh1K}xqkTtvpE)s_i5IQfvQg2o~AgNbK+#7QrP32neuhn*grQ~PB?)f*g^8Tl@
z-|gZ9xJG&-mmsv$`^=KFOXjUt-oinzNlc0H5&&rXFMhNIOPF*gi8bwqrHbDbz1=D)
ztmGixYk;`l+{uf3Kv&e?0RHCR$=|(jve#&j3LWX?y>9hbxq^AIJ+WYST;zV~_QrV_
z3F6PZoRD{23BwhJ2OJ7MJVERL+>7tuz9CHw1oU7di1eQYD-x|9%~GphZ%j}z{8suI
zeSNCZ^Kc^40V=gY<?S{cYEtk3X*eD(0H@(;Y4fO+gV~B`wyW)tB;B@9C~|IDkG6Jy
zN#P`^M86fw1E$$J`d`1Y2GC7A+1askUY0~c{(z9EJgLl$Mr#+>CzOvS;|_Bn8UtxT
zc$iBh3q8nGKi0*YWYgL}<k4$q>n@q7&7?S4?M8Ql7=p(sWR7zd^S{3Zlr8JX+2eK9
zm1anymr`orvEHn&4;%MdKlyNtpmvlt>o(eFfJOw~@EIw4C5Vyw<+&IBYMP)2st1V<
ze{Nr%A7bD+ZFL;M<0)!VO3YuzqPj8q5B+wnzx~wKUcRNM54)-?>En!89{J&QLn+~A
zm)jmAbbPKs>)}&(zdT?kAnB60vGmCSS6h`mG5iDKZ?~+W&qnk{C~Tfi%*hlyQD!e`
z_n2i{`ze(Ha6tRe!q%3h<d#GOOorbQHNdQfWvSW-X0f(b_?(8AA|lHS!x_5TAusKP
zL4>K%)t7)OUP(R%XdM=P&r%Gm8BGAUBM~-VRcj1FVmApV?pIZW2=H+ehRdT_^H;uP
zNY`Pp$Ul)e{;p6f8#sHb#FlMn+wd*f)3hAS4(6IN%Ru7We2Z>rPMk!AytJS3UoOd4
zZheC@*>SiJEvxo$R>(nGRfMCB^db3Ou6wD(odxlXS2lfH9YuxX&w}jk<`+I^Km?7I
zeIBaYc26|g5w?3bxDZA+(fGrdEWfxUtS0t(o{VWgYX=DefSPt%PhQU3`=mLOA;MXI
z7DC87kj|<f3~DQoIh_8`V;CJZz$Pp)C6mi`4$OQyNX=&9AG__}gg|0)1VR=hez$|)
zL~Ve!&L$;AO_eZnSd3E{BGd8)*3cgW5<GqwVub<j8G)szr|0^3i9LD9)z!7-up@dc
z`BLN|F{m6gPuqVGwy8$5{jhM2;QBJbC3Q9J3xcb!FAvkUG|xY}?1+kr3gg>L>8z$&
z*ABKZgEX#%1mQYa)H+(H%eaQT*Oi&koSK8Wo<>CQGsoWAYJ^X%g4CO~lH+uG-K06@
z!S)$pwO?^@ZTBcYI-+Qbm$M+?!C14#`<}7(0^_GLUze(2eaATIBuYR1tKGZ#$^Cuo
zzJyQYGru4D`@QyAZ;%E)gYWchyr>&ldM1Y?f5!%dJaE0}=;*9t#q9ePVyKX(7d9UL
z%}QHMq8!js!ZX?52GFD#^d>-5HLrEzG!8i0UYg>9j`OWiF?oq0kOCOv;YNJ4F)r%M
zKR;%L(rfB}88h%ZrmJTn&!kB#xnRr+&||D}psq2Y3(*JyDZ3u<0hl^l+WAc0(YnWZ
zmWzpq7=EQ8^@0_ln*>lmJlx!ZU1CbKdOp3wCFOW5!vK2G5fj1u?Wqq@-UAWdii|F>
zXR)@9Ja#uv`o!3Av?`ht2>AB)$7O9DbswL+t#E#^`<tituVV4P@?{JYk@qW+c=~06
z>>GL9*7f2CO}_h*;di)zqxFnmE-b`<6&)MTaBl>i8$naYwQ~OBS48vWIeFzuz879^
z&FR!@8Y7pJXAr-IG$^H$lAk=n!_glM8OJC4x-rVAp4bi8`em;flbk4<O7ZmGwhM1p
zAiz4@C+B$e_4~p^;hpYp!d+R?&n~`3gkg3bj^~Rn64GY)a2@UKEGP5>FJJ|WVoOKO
z*kHm!NsnRjZ2P~FqlfI?muKsNOk&&9x;pu%Flr32xpj&_{WHhAMJ@sd<(D8|4k3{_
zptBB_Szft9{%#e>79A}MM9gYD=G80kY!gNSa0K&0ate}YOHA>k7RGAVr?6n;e-oA|
zY)23XjfMv(DUKo)e5%0a3B<Th##Opu<yf;+4x>0+s}hs4%%l6@)!aK<;KL~3J^<vW
z6%WD45m+h1z6~kR;bEpBT#Ud&K_WoiKj5GTA}w-B(*Fr$AE7=FoZbn_n&5?TFqt;o
zfelo9-uM0qBuum)(4i8P%~-Wm{Ze|#ziF2{`dLqkRP4~g@7u0ycD(nmGR0&V-#IP6
zb0)R*R*(PiEpy)+zCv8LVrH4UT+x>gWqx~&F^knz3uSz0WSksX`c*c&+@m@|n4>z;
z3Nrxh^zW7V=g(Z9UOYGHYG0fX_+8%L{odfKqLhvAr^(M*@|Z85)3jN4UJmXbf&v?C
zZ;6=95AbGplD@z9>HfkEWu0^3y0|8H_qYA!5gzPQ;Gb>b&G+U}x$_5d7vnn_@!r`1
z)WuL~RoIrVOUpYs-6i_C@tog1G!(qQmFv%SBtN8fNz2o+?QS36!HVjbU2p3aY^&J#
zC>!O}m+pG6rF)l|-B7Ww^@L1(Czw*r@_(c5Eu*r`+qQ2J1w>K-X+gS6q(uRxq`O;M
zknV020Rcf;Ksu#Cx&)*Vq*GG5^WD*z>$#tMJ@;Dgv))hdTJvG%nrmj@Jdfia`?hVr
z%{Sq_0djJwnU2VQ)?YPQJOn>z<jh2MyKI*6LBpAyjm<!e1hh&72jA+}*yf<8M^(;Y
z^)n(<I6pfhQ(KI>31<|DVBJw*%S8}9ggYcCZn7gq#u<J9?ns21ykV?`UAPy(aCOkO
zoW8@t)%A2{Mi&C2m7O+~fq}^Da}WzN;YYngv+&2JQ8xAoYPjlb4>`EF#N($<PEj+i
zecIm5#KMnlYYX6Qk}Cu2V>qAAN1tbd&9~9FFu%GE&i`KPHTbOfu1XZ(tPKr7#kADl
zV3uy!Jl~@mWsc4;;}x5jm>6wQ)Y4=A=>BbJs8VBEKGNf1UM->aVS^m5knn@w@)|9K
zq<8NZJ~6o49OW<#Kh@0n$P5KTMOkSv=X(^nM(&ifql%o#KT^JshsK?D1bEn$&%yuw
z*@J5Fh6>rQ@|`z*Y~F!+W{fmgocj!PyH_b&ajTXu-`R$3kf`n)2R~tGbJJEqilKX4
z9H7H{YBRVBmbZ$oGka?mzvAq;m&tc`SmbcX))!;ni<wJSNhZrft4poTMYQcr_skie
zYu@iHO*5=237eu~UVEM&Z_3g9%C`{N|Ldc;K(tm@iFEsx*h~7c$adE<qmx%v^<$;L
zxonPRj5cCo#x&AslfthNE#6IuI-wOs9j`p>L#|{H^g-LZTrnuh@y}(_ynkR(FK8eq
z!1fI9@7gV%*g|k!N=!d>32V9K0pr7+i^)TlB+qUQGO469(>HJK=&4ug2q`M=!FWHt
z&~r(dBs9bk+x#{S<?KHrq)1{rFY%JLq3$eD49r;Yq(h$kDBn<2ytMu+fJc)5Pcfzc
z>3{zp;!7uWNLRPzew58W^G9*||2o6+uDc#PpZrax`P(;f{b&kGI<kxWKjR~De{Svu
zi{<cSubhpyMcNG5LLMqdQID^F`$%G9nB@Ka94OVEAYA!Ft|m_Z_kXTSiyiq8X#bQ{
zZ?Za;4>zHrMX0qG^YJYySt5^Q;UOWP>&=jqNWZbWVz712x0!LnOX$f1`6d+fV5h?$
zGQ@HsB8uJf=jYC+C%d`#?q?*UtTxC@QT+LFQW0N7Qo<n*WQL2GV`jV<YMYt3`QCfq
ztM^V8Ghs^dHcnpahEVMHWCw)YfzK5ie0iGRU8=B`LD7K&Q!%}jcj@db=w)slkxUtJ
zRoi(~=+eY4)fN}Hl=`Md>Tp6wpy(nZa9^WQubWx@#aThF#m<v1_Ms8L6OGt#s={N6
zc>OKlCE*vB<B41-BSydY^2uxldh;wTzVqz`UDlMrzzMInu2yeRYH3I9SAhxG#uhBs
zs>gR#IF->gE4q!o4-j#`z@b1@xS?IY_i{U-i+j}P*#IVy3XjaiLlpkXQ}P`w0_<o8
zosXDP-cw25bn+in3gdI7mh^Ls{FC8oBR}b%L`6W1Q>T04uce_`%n!?BnFv`qk)pbP
zr`O<!t!|uI8A(Rv?o_kqhTxK%@C8??=IJYkoLt$v;I;F8F_uv-W@_x61ZU2HQWKSQ
z5Le`z8mcsE)}MDBJR73_tHxf9Y2Q<R^Pa>cmke9?oJd!C%2Q<XHlb=~j4QVoBZpC^
zvGn^m-gDiy?sA2DL(gVfewOXrlL!oFGPmkYv>}Z|tL~rB+`i{^c)HZkjE$hD8sOx6
zhxEtNleaEa`XTQ(&Lxm<`dewcn}hlQCs$nWt!?Ts{#3T)J|_rKyh&12;$-FKc3XO>
z!eN{CBQf-2EWY^m^%7#23pgIgH;vZK_LNClO(Y%vvVK8@EEJb1Zp^9IvK^cz4V7(#
z{=p5AMkFPCpL29x4-ZIvFLG3EHwYl+abEZdXB%_Q4g=kk(XDTYo7%q}pO#6`8x5y<
znu^Gd7bZ~!V}#Al=ek`GyX<T!(6+VZqh=k5CJ4+T?T7kbP%uP|FiYs|=<x5BI5hJU
zj(qOb<#^@tmZLSPU2{0C9!#|4d|Z?9+_?_7mb!~7X~Os)r;l6&e=!@DJxFhf2i~s5
zw9`mOtbz5Pcg%y{!XqLbxw|**^nP=cuNwfhm9>ms>G@d4R&dZHDd7eZu>VY#unhLk
zeCL*O)gFCqpLU2v%+iX-!3>?pMuN|_)luU1Ti1#&3Vyf0(saara~NvLVKWdqX<8y?
zs|(3_iP(<$*q<@bhR=0EYT)`p#^c$~FSmz!ucJu!9wMlY7H=1f(MP2lkh(IWZB)qw
zz3^i9i(tku?tP?^HQn=7Qb@HkBZANKWBo-o^}7u`qnk3S^HcjQ;_LS^hu7S%;S`#2
z(_bStSXrYRL}B-xdP{@(RS8kfQZ{rU`SWM>(0=CVPh<Gw(JgEL&H@PNY=Th{PgUf@
zIK%fS)CWy*qVWXC+MXkwSdfw=_HqANc|>3liX^=!UGHZ+ni@a2_93}I$0M!$k-0++
zLFlSD>SFn{WcG$vDyTa0rj}~9MAJ;;xKD#tm1WayV>qMcZZb9|R4KHh>2S~Mf2BSi
zdPwir*(2o$XP;})b*B4FJjA?~BX}dP^2-a=Y}}77F=CjCinP+c_a=Mv;gQ-pvc_b-
z6P&ERXbXr|u~HUSLv}5%KDe)42QN#_qv_D&nOER~aK*3=I61fNn+-zo*L=wOFq~;^
z@pj={&C30o!{s^ZUB!}{k@B^D%8@C;hj)&qieQFdbJ^n>Wtpl^pqN%wfAK~>N8#1Y
z&RJMNP~y&(#8oE(4+Vq>TwIYF(33c~*UwDvsgI1Kcxn)TxPZ$ve_1?ddqu>+sN^NH
zYYs0H3Cs(}N0L)>XYmhBz99a(94gMtjaD7Yo$PtCICEWmCH(Mrsq3CsGfbQ0?HJsY
zF3p1d0-q&u@8PgHTGVo6wLhlx>0s++Ibp&3UN=;?{R>V>WIdgpg;n*(Z$w}e|Br|*
z1#3Zi`vJNm;iF!iOgU|Fo+O@^H!=s}E@5qv)gA5d2y7CfP*M?4=Jj6T_}M{@Mf9Ix
zT25OE23P?Qv_cZz5ZLUk7$nDHlYy(<DY0Hwy=;q*d6U?7JhMx8GEXWMPM%7cMX2b(
z)?ar?zs)W49?&8nIyaWyhWX@?c^@{7ap1nIy0Cq3yu<8Jzj35=N+)xYvszAq@Sq?L
z=8ui(W3rdT>liynzc>#)jkOig1K;43TbsEu@NB`!s)}+l=~&_f+gu!VXF)~*;wTd9
zu$g0*xX(`t^5QA+eY(&(#K4#HSW9(S;TS_(t{!Qgw3^FPS5>Mvy};GbNEbK$>ag-w
za!DJVSV^zH`ZHFDqm_%8i&xZi?a7T~x6V<8tp*KxcU|#g*5iRHmCr0W^)9ZGiuvFn
zYWT!e!TP*}^-}Uf?|@aMe(Xu=*LPSy2Psm72bly;_++$XD{Kp`+;6bmy@iJ63ONR_
z&FA9j1hyu^9XB=NY4`5wH?E_FS>r5Bs4mG?WvYRzyO^w{>Wx2}V?^pTYH_sKWL7JZ
z67aEgUMD;P#g{O1z;Zl8wbhI#<-<#<$GL<T8~Mq5=P46G9kjIJJ>M(lY&X*5lja&b
z`mWsva3uv(nyTJ2i4cU+)%h&)aq#ka-ON(kR`83DCsN5tLcBeB62q)R<+|BulwwPk
znwIv7Gaz)y!iaQY-|r*(9;N`?vWs`V4eVxWi}89}sur3)rl1gp2^!fdj;&fN)@7g8
z{O92Y^`khTvc@#KM{~R!&nRbA<Z;{MCLTMNjarERkW6_VR7Po}?noc7`8F5l7ftPi
zYsFNq)bldOQ+G<6wYC~t8lBNG`XRE1>8ezir2*ju+B6^1iRYQ<q!h(5XYebs$~=Cx
ze32a)e^)AVykA<N?Kb&1A9rHRwPHF`%J_UPZj;YZkb6mWxH$7J9$^I|O77+U?PsPb
zescQ$p$v>`a~T}uni>z5C9nqFpPHs&>cgI&CC%1*Wh~F=;?Z^POU7-NDf|gOIB>>E
zPc8pUQS<n#Uzqs3*NvcTOJXV@C&vzbsS_E+f)I(*TR26u^Wnro3F{l2-#3RW)}|~E
zTZyH8YHtoS^zLn=`uX9JL;jd)4Db0vZc`H1m_A!&dNGzI)R63WGQ|_epLaQ~uRnIv
zP>at&a`}qM?X0?eZOflSXNYd^#dPXoil;~tRrHdao)bM|rv@pwj7-s3w3tH^*b{_N
z=(!UjcOriAbP;~;yHL$bCk}?&I#bjeTJa961@vmUATA{fg;)@*NF{70iVS|*c*M~%
z2vci_^W5V)vwdGkAgucip(lK=&q=6sO*oH=4pEp>vOEgbW-k%IvYA2#YnZg4&U55$
z8w<w$t}>!ut;pN0^oT2=*9+uW9JdFaa+_K8J`rCjkaS@+(^uji4{wwm$yc;k`fIe(
zSuY-GV2|8+ZG^b!jN|IJ^_)h`P$Zqb#C1C|t|g$ODy}LbOypBE=KiO(r!D;s9<9Qg
zczDylgt%D4|Lmbbk7&Kb<(sBi_SVHKu;+7wlAnbbyIm|a!-D0q$6{$<{uz&e91ba#
z(@wjvL>g6~Baz+Mnn#{$t&_lhnlpqdBa?(DIX-2uakE=};E6m&#v{2nNpYw8<i{R|
zy1yZL1rMY85MA2Q&+N>`j~QGC7PkI1L>y|gGHx0<wM*inPF|k)Xrp(G*w^T0v<m9{
zD|6H?yIMMUY%>DtCSla}0)dgv1$`haNp(M&Ei+)B2aB|z&*t;X=RZjlo(46Ax2yAf
z#`n)Hj#3O(5bsR!O|kqir_h$9{$=5$tjnsL<W(Ua0umjXo3pg3lA&4<n&YKGd(^SL
zMD%wXRUURVnTuuBy|LDjCF$zasBm;~9&&<Ce*Z-OF;d77bAH}}mwwDbqa(UpWQg=z
z*xE7GpFNiFI9fOb7;0y8&luAlLWCInLp0stFv66qN8gMRTUfHOyPSu^<SapFGG3=6
z$+s^TV1<0<=SkEa&rtX^c8Xx`sb7#I1yj7I5=Q@fa8DQnk`7m*n*Bam<jVb^se*1N
z>jFh8*B7yts}til%QrVDjq3~w?{sDty)xe;-<(wDPoj@6sBY#k7AL1$`hX{xiU=XC
z+<E6;Bt)C#7CIt5;`vC<30=ljaQlVu4>mdb0}1=x04CHS^GHnQ;*7-)1%4olQZ25z
zWpMkH3>+<#r)N-7E!Iv)bpFgS<Lvgm!{;(1zRz1#FJ=<G@{XkB=Vay1LB7paRXQ<Q
zk=+z-G4Vd<n2v8)RCf5yU(Tg<n4KQMpYat~%a9J>i2ZDPp$Oc=#J|q@NIN)8tEQYW
zC3Q4}KphaMT%wZ++NV-GzZ3kQPc%658i*@78WjcJk*_AJk55hxRt81SAnLK5CW@+a
za~ehjqGAw}7<%*$Ad6?flL5lIw!z89#s<h-5>Q$Uv9FWE&CTUy@NKkCRN=Br)k2;Y
zU@a|m5KzvQ67oDd!al|AN5!GNO2#822ZD|hT1$09Mn-0V2|_!tw?=fx+?blLUS!72
zb>}KCH?tIVE7Woju61c2XXt~(<*?(;Vao&+`_FT*eznOI-rDCYJ@m%xL{@v&S*J6-
zN8wKLl^7bwqJ)l~p5rk_l6Gxgxu=)z(HHugByg{aL=@H)T-!lA-PuNs6b>VCixe=X
z-+n~x?eBkUkDon_7h!mpCL}l|C8jsgt-rwh^-sEC{Eb7NhhoR9MYjHoeJ?%V@nZ-c
zpJZ^|4Y<#s$?qExL5`6RPEk-Mvp-g-usjB_YohARF(%DPX%i-VEiw>rI4qQqXSL8Y
z+SaG^c52v%5tMCa!o70VqZyK{>R{U3zQWz`r+z{RpYjqUjDOTqQneCnA6l#M*P@4#
z;#H?FchG{ZEwH-PZrVP|>V%}ve$#)D1yV+jN~Xz!9K?CTj~caP5?+}|X3fQqOu}K|
zm1=gZ?8!NwC(IAP&t`=G>08yl_2Gv>8B42MYxuV*PDu9TNKNOJZx$cJgcAgZ>951~
z{dtnZtK1<&O-(qW=oz5;f!;3nVU^+jcP;iM_SMz=wGFt%QmAxzwTbxn;=~6%z2NO(
z*~!BXx+pt~$PJUKNZ`NIb!PnMCH)rTgy9Y2Tz+6BKrb>Fb4Nifg=(rRK3hkJ31HvD
z^PG3-KQFZ&0w%D?3{+_|=*t5q3XsC`*tTIzOm1XsyaeL3kg-GvSBu{pe6~6G+fXSF
z;vbAL;{nP9av!(~vzP+GfjznjGtSA02~AB+U>kyUQ43H~K#vvhyx<qbaKA76=9b|x
z1RuhY4Gb{IE}d^62Oh4KBJ<urMSm6RgwM`ROB|^x|M(4W>Bt44y)8?eBS9Bp%_a$F
zagLKTE*iet?1h#LPxcu4u3?uc@=xW$v(C8;_6%u*{i8aSlQ)m_&wg+F%EWXl*;!g>
z+Y+rZv&)m~`e{w<duF6)`|)u(boAriF32fhQhfMTJ;@c_PP?Z2rUn5%ZLPT&pSY>=
zZ6ze;1ZU^=XKZ1*{p($DgAV07N#H#>8xEBTcXQs!SmEhYla^v4*0%xas5femTKLj&
zT~7aC0Lj;NBboQ$q0kJ6N@4CYE9$K<th-O2a)f?3)P3*KDQfx8I5L9!Mk+q0+sWuI
zoHG50s??6_XbtYB3DPKWoSooJWZzyDQtDJAWJ{I!R)T?Laq7TNJDWhDzuC$$O}KC4
zs9c96&deaj7n_h{q?BUKD<C;A&0=>3%^=tn1@*o|muUw5)cL57J!TR)Ye*z?$0`Sf
z*3bEN?=b4GyYwxG*k14iPN8?S3eu?DZ8Oa<<0-eQ4Gr_UnM>%nqGj_V-S%>=GI!~k
zvFh~Jr+%5&yB|LV^`S>F6uK`GP9u4z(YDO^cp7V=V!q3net17`{$MhsQ0Mg*$xutN
z`o9C-l;v<?;(5W{)dpH^RxLJBuIrM~_LX)AR2Zx4w<@3p2>j8Pt%H~yw;nI%8j51%
zTXvJp7*PB0^1J)Y@xRh?q$&G~YsPpYp`SGEKE8SX=j9DSnzy|DRwB-)50x*Hh2^*l
z_v3$t{+Tfm=wp%OI}@igju`(ExnUv(?yWLz5J_O%Dgivjl$YDPF!aXy3L2dEBRuRe
zpxVPM94tO2<2R!g00f|fh<N>airm#s223(Bpseuo*NOz+>1%_=;3qLD4dAkO202BX
zrYI%VyEq>!7w|@e951`C?D3as1BmM#WNlIG*7bUP%~6j5_6OSdTxou}iOX|oj1Erp
z+mKJn5V_9VInXI$*+W^Gy*Y8-{T*y?7eRA@Wa~iuxD1HF4KU85?QY01*Oe7Eii;!q
z*2`pmd!$m7I|HJ0O2*HGrW^fc+uNlIQwi~{9v>rRzF{k~*L@PZbb9UdVa(j|f{vuB
z3FZ2l9f4(w#kcE*e6W3UchO=c*fGwJ;b9jXJI`}_kKy9u$1s0=`?w6{fTgrLx{MB0
z%0BF&`<;F#kKreU;r>Ps5=`7#|64-uh5({wwmg+;HiSNJVJN>D^zCUmgt*z{BreP9
z-r=F3!@4S%VT&2@EG#WSS~y?-SuyK8H8lm)`X^2hb}rCX;(t*Ijw$%)o1QBx)i<=X
z+>pmxRgt)cd7r+Um@SI%1`^W2#w1aVgSB<6fNOa=@f4aAC?P!{RYO1cJ$9lU?I}0#
z=Ykp<?9a9N?<~L^%vL2d$e$VmExV%VeAAYHexV5)Yi~COPU-UPQ7B;q?VDa%@r5kf
zI04aIN)cZak`Rc9<Jk%{V%zXL%vXw#9X}l%{g|DtBYxaM_ol^;AkR~F39-AO-gsD@
z|Fi`EGZBLj|C5E$jB;6}s<9@{4Q!9kA9=^>E|~LrMC9tpJ_Bdsz1EWTi+#Q<9dVwg
zDxVqY6o(7byUX2T<Z$!}rf;d#N0vBb^y;P=Gx<a?+ZB$X&7M$x+CIzK9vou1x_ybs
zQ$D?p|MlX^8MDCmA7{+#)`cvP@|w6F8iEG*y}KI(<ed>6&)?7<74RD@6@;8-IM~~Z
zE1f_b6%rDD0-3-RFw3xd6nkv}zAblS8Nx%bE<=<ByH3#K&F=DJTKRQH$d+~B^N$1B
zBXkQg8%p`=`yf$aeYy(GA3WmXI^5s4x3%?E;RmcMIOWI#NAV&eJX;#s<|_Si?vd@X
z`dvA1!O;yR6mLld2zmIy^#@I7FS}#=A^)3Y4$g0jtB!cuEpQ?K$WdB@W6Kpc4bCQz
zg#<`06u2-kF;VR#Q`pAf+<p0DqHb0?kB!_$%ZlN%bB*gDg@}<fqvh<0Ld9$CI{cWc
z_uLPQZuZL);kh{?YHLNsA^72ehY^wtuvstTs}wezVkA4g+X*;cw$Nv_fDuo4t_cG-
zURb^fVdF>sRosC*J(bDd)xyfEu=?Ke^Ppk)Q6A9EK5D;(B2BvsHXkqsnt=J|0hSqY
zHAy5<9rL=8c=qUQ%a81|*agtecmUIcO_7lrxGexRFzN4k?adgQyP~5og(x_z-{j}z
zS+8qrhpgD9hC?o3__GudBQ!Qxf^C~N5PpAfb|>>Wz5>gIgG0y?t4t#AFc>X^E<yT!
zN5Y49U<Lj{svVshF_T^qxcYB@{U(^1$K}=)InMj3pv}Gi;D_}&HVeT&Krl)>!c5SE
za3IVjap$BQf*KI=0fQ54w&(DbZvr?A+%e)j*|?OiPWD2AEmL%<7Ww7%cS}v{Yo98%
z_zmIQH35R9vOSAzJrK@V6~WAi$wV^J-VNtTj8u%3+n8$0aD|I6h5mq8!`sfjkMMGc
zN|aAd#56jiLb!hV1qON^Z6Sm)msXGd_;Jv+F44hi$A|iqnB)#Nk<guaA~oE8vU0t%
z5bobmL3*QG9@xy-pAxbw?U(dV0{@AM&PhDzHb86TgC;|#B<rVC84bSIUj4}X2{tTp
zYA~RZW2Z71EoNg^eg-na%dQwHc?sn*lx%srDHqglIp9wf6r`1*px6&Q34aR~Q#?jh
zYbetJvJRd;(G&|iJldQJ3R;*-sQd!BwkWyZY{ZWfzI4>Sy2Lvb;#p=!_$#ZRkPAln
zVR*;Xg&`wBnzzXj))@c7@pSRK;>T?im5F`H`XP+gpo9a^GmC0&bv5LQA`C`YqG@Y$
z12f&p2E6A;K0ZDV3#0&31`vp61+`zl7Kd|W&Kc1_#t0i5^hpS9&<G~vJ^uwUOgC@|
z=HoFh@P<ia#6hSCQj)`;Qf~m!h^qHuaef|l7W`mJG;n6i`vix)@mOA^s<+%1#kz8V
zK9#LyNj}ZFNw2Nt+B>MT`2Fh%JSIW!_U7ekjgJb9O=^>(F3#vg{+g#R?e9Fj23}oo
z&Q$__ZEi&wfHScTeGOOC7Hoh7&i?v^w0PCW1Rolp1#;kp)*ptXXG;^rp1{?s1T6yp
zItp@5VkovPie@JHT5}Z;5$id#^@<;;Rpy!DZ9~L-(K5CB@?;H2%PgutWankaf+irz
z3je-D?$_77;nNfT<)2M-=aUI~=&cH}9N=$77>hZ^j;E%kf&n2s%F0{l)f&9hkbMQA
zJOSR6Ccj&<_0BsB*v{|YNp};zMf59bFXw)^t|DKzE6&gJVh%M*b@$_%uWwVv4eQMq
z(ZJ6dyj;^K2m4E^6b3qg%W~+cxt5$5zmc8)HYn(7P^w&(_f@+#4v*|-wt<Y}sex-=
zaG{!uu*KB>IXLUPXB)@4ZSf&yd@&Q<`e;6Ybh2!53aBCGQR?Le^IGnAyhAQ*`yx(o
zRp4G%NC@#ZNn$#T{G7o75LOnqsBD=-g&MLW=EBAYF}2iRjo0sb<2b_U1~Mq>ia67A
z!dI)>jt({U4OWxM>ay4a@jh5D;R)&zj<{l@IXlDS3?K*yoDq>`<J+V4gV$akMbfEb
zbGm*S4&Fh@&_*aW0bf)!v(^}-!N=!L!K4k@U2h(@-Ct5{6+eIo3gC#8M}zPU1N0b@
zDo+PHoq=}MDWnZ4FuZt!tLlWFo*uB5Jd-XGHM~Vw37K_Hv!N&QaH9ms74E>(ZeZ3m
zMO_7;_J)VFigcgC_sM6sto!Pf$Ns941<EmM@NMyTno>}_4u>x5eDF^~&(|@;S@oO2
z0xiU0kP0^rxJf)?c><d_U?8sN@<5&v`n-fXU>Ck(sMqmx6cCS|v(mDzcU-i~U#C@M
z6t16L+<Rl8XUY!LD>Hi>gZ&Za8sOe%R3EJ0;xe&e+`F%qs%|OD=;U$(+%~V5e${jY
zWvSlX9Qq;x+=k-5I*n}yt<X@Aa)^I1TbY;|RU5j0NvM*S6#PJnm|)D5%~Bt2JUq7s
zOarY;6|)W<+z*y!8{teDkAp!o`I)9;D$aIip+-^)Y(1ZQ3PW$gQR}S+-ckABMGyBB
z9Mk89#9q^ANY|L&UK`F!)(GK?HecvgVf`ITE=sY-t@GywMj5Q1BIQEhW_cWf0!yuI
z>X^JY4%E|olhAuWpsq0zH=w8+xQEbukivmp=Q)^>nQ08h^cMbZvxa_m_!<GT3t79F
z?-GL74EJFx3GdS%%Te_%C@(GbD-R5`(A)m)pC!94yKnYhB^N=3K-(^cQSBiqBlbUs
zPtG>)qxDg{HRR+cL_}Yh0>=ml%{&~<6b(yLBfK}Pk31lrsa{<6tntALl|U@#%0zIp
zOo~02GcwJXM0sj8a(}l`2LRPdK@!zxb=$oV{ORo<cj|s0UJ}@v!F-!@)qT(klu^&2
z$;w?P<g$(<g`BUf%E`V`DBsQUeB~{tC+Va$8fEvL)<*JvRjWx7KH1C3KewIHt6b!`
zH^QQ`*k#_U>tdzpY`YQieC!Sma)HZHu)UYh>?NP-XZ;^=myr;`1ZF^pXYSa!&(&#Q
zp@QnQVn$h6*{TeTov&O3G?jPW)8~@+qLAEOez6_?`yHa1KS8di+i~U4jVk`xFBrNc
zp~&yVuUA>0P$^14!h83#mX{$tOgT|J?WWDA!;lX*YYV3tFJm|>Ca2vtM$<%ky?bOx
zUChzmWha1J3mxH?OZyk=;yvMZ<(>qpXWd^Nm$mh$hIWaRC!%h$%0J@dpqHf-xKR|9
zMHcv6!hY$L++^hCNVDtxt7-p8j4PB|nL*qtoGrSjbIrX0Xhc#k-X`&H6{s?ac40ij
z`0Z?Ga@Y*UP#6u_!&u#b^z;^oIVz^wJi>`P>=cVahKfUL_mUG5I1Wiwe<jvT_n*H5
z+iCrhVdl)t7ATh~eFqjbo|gqQZyc=(pKw<b9nd4`>;CpJz4vO;=^j4Tk7@%s=cZLK
zOWYsbZ<uIWcwhKqDOaPE;W|RC(Qiw&YX-R>gX=Y(?;9t;&|E-%Ol>Cobx6O`YuzPb
z4qFP<mYVWP={TMC?rwaZmWs8+L&WD%Eb8p@8D9#of)`mPF62Y~GHh03#~|GcdZN;4
z@(aU!86rqmH)`D_L~wY4u4XVoP5qoT!FKU{z<zk|olhDvX|@^**Mq;rgatv-IW%wT
z1>+L;=EQ*SyCbIQP6l`n-w?ktd+B!gxg7?t+N2lfqEWr?1;39OaYd~v+E%KU^vQv+
z5?7aXvHF|ozTh56#a?6F#t4sClzz-M3do3+upIw%I=o6t+z-yqW;3K$Tn622+@1*|
zF(6TBTYne?`vK!pg2x3rMX#gXYjH7?0|P{6R8#KANraz(ru-z$jPHrtiQTAHNnSIk
zz<hhw>h%+gXDjy_pUwuMnZC^@yGf2s<*&{3=H}>^?B7g_Z_fY2<RjN4SCb)8;=gn|
z@FR*^f?(*(MhtWEv+<|6OcB^~XQ0;1-7+>=f!{$nD+W=$+H>S<U#SLWS#v7-A0er?
zdGc~5DUh4?w&Z(I{Nv(@WQaVgpME)`xGeD51UFA#ct>9!3d)7pqHQg>(FMjgIu^pO
zq=(QEu4hhwMtfc4;P4AlA>PsfDm*Uw!|&=E87|Ksja=J7^iN(UA^5XeEpT~XkELWI
zi<t@KHI#~DkG}bkwYCoiY9UHI#0rZnQ9qc=o+Xnn(kt~MAW+i@$XL#r(Ftpe{kNRA
z%J_n6J|CT157eg4j*oN9OywW4wI5P5|9JG-h=E?40G)3r`>OUG)!^rO{{6bI{D`wZ
zgdPaReaH^S?Zj#i+Ir<K*{t?kpb{;8CHi(@swpSw3`})W!x=^t-$*?<E4XA>jHTfu
z?tdWt5t%b(YcTx_UfrH=P13#ITC_b(e_L~lyvo=F!Tsygmp!%1nvcyxqJF6sC^7|(
zN*I_~Muio}Dy}zW-(ww)@I0y(yI-&a@F@#RTukLBlp~f2_sq(jvR`z}o+-VBUgVh-
z>>}I2$?$L#{BqFKKLzEC^iXBG?KQj~VG#^&>@JGXu%`_n#WKWv?p{vpu-s%ao>6J*
zpJzmG_*x-Omr=>gzua?o_5EMV@I~mAHR4L+>Ej29r%AN7&ZND~%9fo7pD;ESKN$HA
zjI$%a03N+tXz!P6^Vi^9#I?P`S=0@oAb;YJTbkb)f68lfpI;}m=`BAkdOl3;9KvOW
zDf|4{^IX!8a~jSlKOUi~;bW5qZ?-X^(ne{Qm9aLbE~gio4G!&fG1_6d9@V*a3C|-;
z)%=dA4{wr<#z8zquQ_BuPs|o;Av-`e*Q3x-j}yYAcuMJWLk=fd(4S0j$G5M#{f<ih
z?=1X*+GEnQ-@>l<hn1>f-0aeHgnOI^Rr8Td+U)Ps69O59pKBD8hZS3X(5HFFZ?5Jl
zFyR#BSrt^b@Vid`I{%(aQ1VSwI?^(ygCpO)uY`dT?-c0_x4DZ?i3I-&VQ2S_$vGsk
zcYL=FZwt5%ShgI|&lyL|5hO!y8kPmpbII}1kFD>yLoNQD1-!9JZo3+>BwLGp2MXSm
zp*iY#?yIQP+@q-C%pZ(Z9=~_uEdvdb=joMGzENc)=Mh4|PYgx*ak6BLy=q<6@m3x3
zk~9zI;-iJa5HoBG1=<8vG0nHgM*t(cVQ3=e7w4Q%h=g#VC-wz;-<LJR5&P-L=#pRj
zpt-q_W1snn;qohzBTRcQuS@(yljNbN=lyXPfq~neunUfxm@8$Tkk$ZoOHPXcNvL_Q
z=cCs4gvWtqHs#`;Y4sqE0=JsF%}3s=J4yH@H8{cK=aw(pht2q6aucL3N=<U{(cG*L
zn`0wVzmxq&#gi(O;m#9`tv+?+51;m#{}Vc2EmV`|f0+A5Hdl{S^@AuTf3`Nw;l1C9
zMaNbo(Yvfw0{cqneg<@4f_@9~2p)Zm-pF<sZtmg}oogp3Lk}9}Te<v7+Ys$!dwlKB
zJ2kMEVFx=@RuLC$Ayx+y2(DnNI;bnR<wA@;<XY{&NSC|aY99Wmuxb+IOYFJu?;Eg)
z?Ht)2oq?TRZXEU02eNQRjfw5N4JFz&>jCP1>tU#^r!xhaM=QtD+a8<5oli)PPU*CP
zEBysRl~<FHzwd^ylheXK>VvtX(xRkeswbGfL{Mr)@3XXO%6{mnYjPa?;cw@Mj1(}>
zr+PeDsq_>^?4o-DPP-rZL}oszeaIPpt=Q$88CV}!qwkhi#9Z80`}@P*bTExgz2jp+
zPqc%>OX-L@o72(al^89Jp=Z=DR+?Hlo_y=#V0GWR^^tQWZ+ApI-6tvz4P6P%6^~bn
z7#4_E9p(NR-|mxyf(I%*@%NI98|9*=?2>ey$w(QuVs#rLPTLANkpDOWo=zSr$@Y9>
z4EPY*jf~9T@cWQQBpvPT?+m+~L<YmBEDh5X?>2w_aycJ}zt#M17E6~~CHMX9)sw9$
z(b1Y%ytQ9t6>QN}*M3wu?J9gP-1N*z>mKkbaAisG@cu4(z(@Hx00RT{a3B4oM6Fc+
zf<rMFT9}6{6Sxuw1n;%(9KWBdaX>V}Y`tiglVBL#52JCQq{qY%DPX$q?(6H*q}Wq9
zSE=vtmv$L`iS!&Up(B<0aOcv0Dgr6ez9lI^KT52t{B!4C7%>L=K|Mx|4*%i#49T)0
z?-!>MoDh?hGlqAYu7Nj1E2lhkvR!&|@9E6bpiP0VZFBlq7pCDn#JIvi<Qe(_!s$%0
z9<#oV;WkLwrHk}Nu9rRcLvGXWeeaU-JXa8q8nfCw^zk4PnAvLOV9_e50{gEp1!OJ`
z!Iu~FJEY+x@zKV^y`*#}-1m+-LwG#4nE_s!#am;u?(ZThu3Z*&t0{z}cCgxyusBxP
zpKG-zQ4N7T_-(=~89~M*_hSgC1v&`&l<}F^wSqQpfXn{Kc!vj0NG3-U$Af2ly947Y
z$pRDSi3uFdjFaUT7!I$2wo<MYVlbi_z}@n?G2lvr-KaH13M<exG>olyG8T&*3tMBi
zUeE$Zdy-)F=Kj)xnHWNQ$?IXMg^5%5C$Lg|=&m~J8(zy87ai>v;y?Ao0QeKF(j!SQ
z0c3_f7Ia_dc|@l{rvVogbhPw2Dh>g=eGyV+mbx&G#YKWxrcAAZT2ql*EtFE~3@H6=
zI@5LW)QM$p^N)*tWwsiRS2?p@%<2>TlKN_WJi$P0FX9yS{tM!btw?8;SK98OLQW?g
znWCP?D3i_#J%XM)2oLTj73r63*r**?eD!Q!BoTt5V|M$e0_!Ms+u$T2vjd#Zv*gy#
z!xgU?U%qV9A1IvE&;*1}pAH$e04o{;{eNM$;rW^{%|Ak~llG=~0BsrEJUo!**8Rtq
zEKeNAet=^*&@)f+*aIaXERx1%0FU%8%H&_e@m}l=`lN=jM7G&CP8G5*X3Xkb=aIGO
zU&@8yZfi1F$T)X0XHB#zjl4<L{$f|fIM-U0v&~7Wt7y2FDbom0zxmfgvPsKN#f+>>
z_4GcKQyeV-ej_}u__6Mr3!f+lyc}}9)Cj;uuCR{<9cLK$AYx*^L%sdB?{n_6sT7;n
zF9=BFTU<=M5%dz{trA(kC_^%X>J##Rt5j$bFY53NS<W&+5xaYrf-O@qZ<ejNm~)Uj
z8Tyh*@v5xbS}_Dl9cakktJ#i<yHHT4C?^)F2Vt2AI%60rJtQSF%qgcUG`Ja)9m~!8
zD@@Tgi|Fc#GPP<EMJI_$5>KY))@?6gzQFXQN5l|Tw&(kTH@Xs6Km57b2%;q;P+yYh
z@;r7uLm(}T4dVW>rQ;J(JPRtp_d+*@-gnpj!-pdmT#?XU?5Gn>bp0@7jA8v}q7`We
zPS*=Q&6>T>&nGpHG<hyzTYRX6WIj1tf5R#Az%(!Yen3U0enBAuMW?|r9D;_|enke6
z0**)a-?<U3*Ei2VknZPkE|MuNUDm)rDgNht=ogOv|0aL`U;jV<1NIFcx^T?3^>oSb
zN}pY!Y$*T1zuEmC@o&&!+CncXCjaD2<BtPB67{vU*Uvt3K?J2qA}Gmt;CEKAMdyC?
z0Z{V%*BS<||DXfJO8#&Eyg~K^9R&@|?PM=I>I@3VQ!_I&_wF7ayPiG0f#heZu{e*r
zY_p%gXFGVccfo)9>;h0~EUHCh5D^D3FgV{KihQNYL!t>JDFPgvbkD02ML>fVmzRS!
zQ4%HAoyf-pfA4_-$g{U^-HPzw1x&1vHyP#;(9YdJxCb8g0f5<np`gmC4grBH2C=wc
zL~?z*$P&c9FSHIA<80NK_<@tsQP<97UI-%c@C5%sDtd4<#@`=|G8^miK%mqJ2qZ9(
zgwBQ;ki;kq0XYg$gnH}Qt8w4ni<Z$*Cn!OHp>^b)cQChk*%@_<z#Kqkiq(4z_)t%#
zsyYgsEa=tjhtahkkk%Ywb_5d5GdfPoF-4K_dQZVl*^}V2GXZMm!&lBQmVt+m+T4L}
zcncC9jRJ?xm8UG~Bk(M)CCB{xquq)~A@2k5ogAg!5mf}t{}wwU3}8$S*)E%e<z<s&
z4I*o=43TGsXd952C(|@Q$|03Y*wKY@U=J8<IzgrzhQH70;3Jm2p`4?5i@7?=sfBR~
zTCj(cUr!q3-MTPD#qE-<(Ib^)P$=6notK%e+;KQ4L2}9Y(IOG}=ZnLN^b_kg_5$D!
zBp?zJ6Ul>NtN;RoI?TX8Tmf-`3lPTI5;L8^Jt&5GJMe;zj<(a(QLiXc{K99D&6{6>
z1P`zj&`3g$uCOp2@Db`JJ8VoiLmew{gP^my)^;guL-QsQ5@5_egCss$4k=Z5N`ULz
zRxqn>unS!Z6HwFB(jpC7NeJ<SGZ-~L=o=Zi_tFNqM&WFXki=hv=q2GU9z#(L4C<KZ
zELGhg@RkijWw9Gw+#y#?cLwOta7UmLyNgZu$RY?0daQ)fuknQ7fEMA~0AKaV>8YrQ
z2&9ovMB&jR_De~StM%~kh?LK6N(fwf^W~bcw&goAettIytB>OOd$D^$KWe&N4loy8
zkGAwcVWkXW3_iMQ%f=|i+kQrVM%~aOP<g6%O#k!hfNnpTi0oL;zffy&5e-zca`Vz-
zfK3CcM{l;FAaGmkpU-?}nhg8KRWpflfhG`%J%w1Ho7@$ia1=CDRG%zJYY(N1zXxE1
zEVM~2voSV2cnrh|s7BPof$Arc6DeurRnT^>7@VN$>VPVnG6&VSw^C0*LHJ+FQ;`z+
zS27c9XAoFGl)Ov*qA&5Qm)AAu#Y0i==(s%J^aOQH12T5Occ?%azUtTm>%$CDKNKcm
znu2)&ec2(a5t@jDzhethQZ4|5y5k!NX7>d>AmW<IW)(@g@IC(CG}v<PJcD{Z=^$0c
zD{W-%zWm)4X#V{MLDxv!n&(MG4^3DBU$ec%I>f>b-~QqiaRQzn=y-$00&-s5ykcsG
zrqEOno(-}0_fd&ALA+C~bz<vO*yGIFz}{OOzP&UD+7_+Dp4t=pdgooFkbABB&^6xz
z6LaS4<Szc0Z;n7kY&>qQ=o_uS1-JdiLqJ<&6@XuIW58xSrmO;cAg$hZqxJwM8tH&$
z-NO9c*PQJ!==Q&VE!I$-=l4D|v<vV>Q2CNdiH#DCk}E6!m>zP(srCyU*d6qhQ7EMq
z6@jy$1WK83M4(KFWeq~XvhaE%-7}OuCcGl@bar`Rlm$q)Wu%gmE5HY&t`WRGZH7o~
z35!h8wRbohv=av6JnA(-bi|4)5^lXQ)WL%`1(d1a#qo-I+WT2X07C*P=qT$b?y<Ye
zvfEqd_j?UcM%~tiB+X51v+Svw{h$^G;9K^3N$&_aki3Ct?DwLzV3t30DOawkv9VG1
zw66^S49`(fpx1+lJ;0!m9hKnr)^Nn*PBnQ6mmobuwD<<p=RvEasaaR89kzam-X|nH
zHk8+4RlX&FDTCjIHM(4cg~{sb;sOI(a!l*^)K7p<dAotQQZXCW#phNy)n5YXVi>f1
zk7Qb$pj$eB%s?%;CRpN=5xr70h3w<o1c*bDO}jsL93ZhEfG#7<@-+SFbW@w(Bq|?H
z8)MV#i#a}++&>^(V6KBIV+IeX0Y{yNg!NrPJ=dmOzjFqf+Xe*sj9()G(%i_I55(yv
z^5X?=tnM7rl1DAnJ6}3Gd~4s}xVgJSFxVe?4YVBsxAjrBpVX~WupiOUCI9j-XH+Xm
z536lO6`_;wNfxY+i;EkhHxz&TP(wq5r@6>*8~ye@=jQS&+2yoV8bmGzQD0ofI=#p=
zE`%=H7lx`Yo@jxxST-3P`GKZ|9w_H^{h{RdK8VS7xKajvO&LTW<z}~roeb73Z~+Dc
zAjwvh({&eHynLluQQY*>bMZ6lR|r-f00MEpO9rmD)RZKDPAx(mo?b0(U6L^QhSCwL
zm-YdTx#h|)lJ)?u%63ZuYy^~x=HV^sswt2XE;0ksC1uMjtU$%$KtoG!d7c!Ge%<=t
zSwO7BTaZD8Q<{_$1wHG+*JcXqFMKEic5gjZt+bv6kN`EM6|C+}T;1A}{f6!ZA$<$5
zyxzgE%zH8cq%N#izd@D-ksGZagF#iBK^nPMf3#M$AqOxpYe_R^u<ME4B?a`<KHv&4
z7lF^iZ7Aiu*tB--lGU83HST)?RYrQ2y3Q}AyH+P!tn>Q*W;}NFKg1k)|2adYOY2Mf
z+-#9_<g7D6F3(KglWy&Wf0d+;5i2B_y^?SJq-&eIzFZ8i1;A8Zob5qbI>*a5d(A*+
z!StI0SQ+BHx_!?Qgf@kip^fwdgUZGqHa_)s57DRn-{bcREb<~ar9Uz~C!u(6(*a`r
zkTzo;>O=a8d2m&{`1o+8(H9vq<|<mD!r@Va`oYP|!Cv^x>ZMubL$cIG%dUIN-f2A%
z6z$+J1a_-_2K(&kPlNm0yYub3ZhVFc9U~Qmg7*cF3;|=Iy@~jP`78E+eYz>V{DaU@
zP{N~Ru0wX!<*JOZKq)sSJ;6gwKIbuZ6|^e$dB9eQv$F#q^c7XcASpr!es$Qy0htP*
z)CtfzC}i>9h?#*T4+^0P&`M!brCKcQ2EP6SsjKo9$F~Gmxceiz+CjjYZQs4f$3I|H
z2BeWVB?Fxit4JkQ98eBg!-@vc2-u%6KM3seXe#*;!=(iAT8ewuZAxBE^0qkI+Kxlo
z7PjbT#9)D}atmiz7h()W#38s#mtu@Ci3%_<4LFenVN(ECkxQ@XMwZU#N{(n?$+Ng1
zsc-~hjP3=<Q;X>!CwI9r!V9qj$z6okGu*0f!pWft9k)E7;&1`^BXK5@F%PUL+^Tk}
zV)a2=MIA7tN=dQiNr#K7^G+sD$)==E!@i`|>cdX+<TiSG_LJm#X$)eeRJaC}tu6r)
zu$uAJd{o#!l&)hLUCLjoA;J7LB|$SFz5sY*7$sb|2oDmcGY^D@pg(6BRA=a&9jmry
z80v?099mG$0VxOiu8<2Zv*u`1(<g9?03+A`-3h#97A3HE<(&W@o}2;%#&`J=F^spS
z?+B9P=sg-6AGcBlrcMM<jjq~CsVSo<(@EB4TcFA32Rug+C97F8urpJzvpbv~ST28s
z`mRQ$=L_)ple-g-fFUrV7?z$VPny1op!V6rE6WRqP}oGTxbV#p74V}yErojZJFb3w
zz_t&$c^hvXN+@mal?*~950h1nKL>2f(C|d@6V98#{K6luR>#|*Tf(8`0$?#%y&b6$
z5!fYxJ0j%s;l;S@Xp6z}^z!K)aA1`SP<{Rj7Ho9Udm2xXG}P3XG%K;f_AW0D1v^ws
zF78lCFlv;e5d=)ZtR@PoR;;3$VfDyW%0(K^sTNJ3OTb9rOTcb<`s%eEipUA~e0U#L
z8}~d2nZnYt)Bti2?N5C-56#B3s_Ab$5LS@MMjkSX#O2h_uR=iVCI@r1!1>HY8|FuT
z8ShdMK47m`GFzCan7;t~Xiu^WHYq8mi@uVuuy1j5*ks*yfzjy$xaq#qc0HUaSn}s!
zfeCc@qpxKbE3qF5;T9%^AApN{sa$q?^XhQlVHN7#)?Yp_!V{ie*!)^cQ!^nUA^is8
zEOK#Ri|s-O`KA!E_2bk!pr4M;-$xC@Y3dytBkW=|NX^w_0r!FCix+Q|ik{C(3!|1>
zO<&L~N#W8u10qn&XtG~dS$J8<DHE<RFY@xSmtTl!ik+ywyM9Y3VLmG&Wv@BhoDlCp
z-bkCNhNqyvIT+=ssoubeI{fm{f4fje#zIG-FKGQ~2J5@qow4!p(3qxhLYIP0GgO%F
zrh{Dv<<}_YgamjT>XMztv8{t&1bM7-AUZOJ^+_ekL4$}OO6-IRW#Q8ix;W!EiIu-m
z-VV=5k)#`Ig8!v&P_^y~RW}j=k0mJKl7H7*NT?DDjw48`bMx_?o}45JdQP>sXTm81
z7X8S7_GCXwDOxXsMtIt4PybxR;U5)?4EVpiJ(6KuA8l=Y_F#cV9}s{4And|Ln#iC{
zd>0iFu{ee4I(%ynw*Ry@hNmM2KKWnV^cH5X#ezRq*sD7U<%$sUztp?`{p$K8_u4Pb
zf2#q7E+qR9{{4&pZ=HevU-}0B|M<@yd0*$|=60E`+rptkGaF)MV~-4aEb>g;xJSgv
zNrdy2g}#vy*}2(N-CKae?)0b8dR{JTR-xH0vfJ1_#39fqB75lW;)}=h;vc>hia4qX
zZi7}0QocGaeQU&A>sw7ti{h=hXNnOIJY=O*dlJVxhKGN&h&-qceiJ1Ty;I}Nai{Ci
zBP5l=v4yU~E*A{Iv2IKWSRZa!Z*y3xBeE2l6l<pXyq>Ck-t{5SVbxIL-)OZsJ-(R+
zn@j0&f!2>`26Net$(s1@v3hI{c|3S#!za=s0MSqbAg*GT&enqX!o~UQo#40cX`1~{
zZqk0GlAN1BNPT;HNRcUn865V5>!LX@;&|5+Z`E;8qHD{VPo_6&YKl&!uw1C)co$o?
z{*E{$xD!50C!TCf@~s$OQ6PcQ^$*{klB1Njfyb6`P9ZIz`0aO^Ve8SVt{AnPfLeE=
zo3G1s8y!QI&rdg7e&nk3*_XmAHn>|Obb6*{)tK{MCixT4W36pN3E5jTlZ%)8zPX>=
zxK-~sE7ZlT)h$x_^(zA7^v>d2^Why)vpeEwP+?hPzg7-g0Km>+4k354eZ|zc;++B<
z16+mwlE&@^RI6xc5H0jxCcdPX7ts<j>apPVtXsVA>BfaqZojs<P%x(c3EFAv8A{vU
z-c9ZM^eJ6B@%nta%HamOpe?l!V=m8GLw~>Zse^ei<sG=#L!Foh9$Y*9PoS{#YFQDF
z!EYmMp3oc!d=^^w#Xnb>^Jmo{;ZC-Z<lyal7VL&W?xHO{(%TbOrw5;vatW=bEHXX^
z&bQ~Okz<v<9$VO3vDy}N>q|)py~p*DwNdE7tzU3vh7QXp4?MW0UbRR6^WQ0;RQ%wu
zhDSLe6jXtPUU%z}uyD4i!g~tQyoy(4^eSO28Ur8XGv18kf8li=KuW55?GtKweo{2s
z?3=+oH+P4Q<sHG@J2@++(;JhfD>P9+2l<h$AbO(a2B=23N&vX!pHjGQ(Kk#PG2dlH
zGYB&%pGBhNbpiM_Esct$khbhNX8kuh`O?DziT7=N9b(0+Q(rqm?@`Eqe%KK|lBLS_
zy*DSoUmQF{P?50zOA04%<qZM)ZM=sz)_qj-f^I=|wlq7l%^mQfh2XG(^j;GsAi!yi
ztD7tN;Q_r8JDzWYpl28c#szaubhP)|w~eQVa>l*SYduK(Ey%{JYzPPl+i2W%rk9I~
zHb24srK(QYQqu=_{j~`m+26VmT(EnVn%aNWz2(nnd*%dCIgearwHW4eEhX;^L7Q~v
zYP*k;7xV4Qr-!&kq@>J7orbFAd9Ob{L?TR^tRq?3AccD$Bl-6x|F`lPC(JLOJbCyy
z2O@Py+|iLcKcPc~LiXb47orEQ%RUkFEsQTLe9()%KHBaWiU5f)Ee)IfbN&Z%TH3K;
z&Yg`(F+{{x+s&ZtlcR?=q=Y%MhQWL9NYO<(X?3Pl+wYFRrkkf(RZ?GHPdo<|Ko{q(
z;&Q_4N?&kENZ>}X1{Gg3d|<_evrQbkQAnIFu>Zl@3DX8*TwIuR6@ZmBQ!3s8h8A$R
z>x^YfgZ>CeZ4@i;T!4+JWdmH;OicA?(?M_Ew1kBR6&6~B5%bu<tPf89@W&{0Gh9vV
z|IEE8U#Ar6$C-Zn_Dv?~BYvrgUbSU>v??Ie5NjRsl>#xQ&l)mi(rlJ4@?tuszWzWb
z`e>qQKkI{j<M&MC(;W?mCuz^A*G4p+YIl-jV-LhI>7_ltS?`|vnD*Xvc@HBfOr@T0
zb0;W8j~=M7>iaCEmlMID@@T63yZSO4O4Hs7ry;I>p5?ez?{}dUsW^SPjF9>>!#qu#
zGBbj-8;XeVPEA$z)4RJgSAI@ro}?MRbIlhyzW1XMcD)dv6Dz=fuZiEjxS-3=FEg8g
z*LS1<UEy|1qjan;>6&>Qly$ETP@$m8GP#Yi?s{GnhZ~VdygWO?dON6DVQRqp`qQ&8
zVx4sRKn(A#VkL^9EWHx@T&4Cf?;M5D`7Ali_=m^rNaQc|^f$AJevcyy4R(5G@r+k!
zWD6{YeSBp562<JJ8QIPk)A!L6x5H`PO~0p!$icQQdH#mgYLa(mD4QiZ-B5hqe8hrM
zs@C;TIxPs7Siq$e2AulG;CX|ajskAMRRcKq;yC3aM&MY!F_iuOW6f=ZH&}T-+qaK%
zVuHHi_zG^iH#e8B`kMfaC1=l+&Z2k%^d~6sy8j>O<yqj9<_AOq>djl~V*bK`dBgnA
zQ%j0hTW%4ljiaRaK=qvBdj{9T0GVXcPu0$a+D~O!gw7pS^zpF5cUF~%$PY;QgK9kl
zgxqE@L#1@57r&pXWlcYJ@AmPLC*@9wt-kf3+`-aQP_T7l;4>$`=hSnlOU<u@PzUL?
znkT1_8E|weTBvSB)f>n-S|@<Ede2!_;K6e8gJ)+VkLRN<A}Ai28MNM&H(}-1>&QJI
z69XVYLl}va)C)VFhT&XurvrTCc)|Mn3$$)pmPDj{cu8DPU{$Y>sqW`DI;)ZQk&Pl<
zr=CUN=9UG6G8)$Ey+pdkMml$Qg@e`o42##DW<y(nLNRqXVK@CUR<&pFRS<*jwf{Q{
zDBLJK&}YISqb#n)l|Zvm;cQy$!d~n;&CSsfSF?55Ly`Y|U5HmH_vH4zMr~z(AST`9
zgnSDA>pHU`lqVT?`VW48G5fhw^K@ovDrkl!SI2A2>Eg^$fSR3}I(+W;Y+(*k6V|Ij
zk)+$8lH{}6_*-ki@D*z3W7!NSTZblYr+P0IFo<~7Fbr)1O#O-j4%SGxtmm%IUX}Q{
z4^QfC>N`S|>U~t9eh%~s$<{+u0=Br{5Yz(1SN5vh-y>q=Q1F*)VL?Fw*S&}6)CP2<
zyl%}%4rdz-q<CkyDGlck<kAJA6E*2-CGi=5F$#?~JF0b_UT@6TXr6i0B{;j?w8Ny-
zS*cZHCEn=r3^=3tvYHVQSl^~6`o-Tf0>U;WNViiQwGr!QmfW=kUvF>4x>~k}sjD8B
z$D-t-!#8R(jqMKB1B3%VW|PSIB2jN_&?O1VY;V?2|GL)fK_jD#($AftlNTGoc>S)n
z$>?Uay)u=gN9I>-pWct0$}b5IcHjQUmr6Z<Sl~l&n_vQ1c4v{saU+FkX2Ymhv!n32
z*skAvl~0TiaxaluRke)%MY&8W)A#S_>+5J2XS?y8{$mLOr(NEL-C6kN`PCFz%9V4W
zcxqE$%|qWa2O5l&&@(G`Tpa~A$cj4~8?8r}*BDeR6mMV7wFb4ntIyU?;8rX9G?p%5
z<h46hm>efoug>X-iRs_g^S<4r;TlI-q<6J4Uw&`0d6L^zktTebYoo<!W-~BuAEBdD
zElNqZ3%)#>$AlQ#_S}}Yl#~>F+|=%L-Bd7nzSCu+3z&EHidR?FZE!kCesbUIJJ+Q%
z<Oala>>WpIMzvtY-nNBg3f9-ifgKXASHx(mVB!b%S_a&f|Jj2tapxGl95*p~6OK93
zG3<iEOyby0_wmV16+MN7H%9fe;5eA8{8=akHHGUsVtrPg{aPKmkH2AO<f0^MUxN*I
zcg6LaZ)_Ij^VDk|;atR{uxO5odGIRY`E7X{(I_wpMmD9FRl#*_eL|>*hnIdX$oqQ^
z&(G48uJHLJf$!|b7v*^Rn?Ju~Rc0o~`r}!VRUK}W^(1PnnHUq37;gFBp8gpx9OyxW
zA)6f;?7btKSNDENzKA_!HK3&L*-G}tcH3L4*YckgSz?+4^IZ=g`F4^#TIaJoTOH<V
z%yuXVzsOejA@wmfirI3aY|U{DcR-6VMM5V2z;eP{vnB-ZJd(}MvV)NC*KRL|v3jlR
zhdYmIh$F+DYr!o{$I|tSX~+~dvz8rb5d>HLg9i_;T=Q3no>RcT7NfltfccEL6$odH
zc)G{X%@JgTh=@pQ{Leahi3+7XTa_vIQ|L29KD{=$d)(ibz*FCa=_Xffy*b4N6~8+d
zBy0qcZ}=PRk9Vwmpr@hM!s?O<T8=&jX3q7cxMA%!-HfM_WQ4=9Pk#;@wOzy+C6h=R
zKSAshrKVOEcamiVlUoQj*wWb_Wfd2Hk7uFco^4KF%Fisn8m&9mh+FElI^wi?UXu5F
zwEv;K*|XO?e4Y%n=FwcJnUaUU*EQ=4%3N=9%91iLJNlzceI0aJSIWWfisaOI^qs2Q
zsLK(PD0D)ilb~m@!Jz$Nva<MVua{X!TcZ`0Up{iQ4@?U9o4JSH_4f7#ZubYztIUKp
zG(h;Oddb_{+dq5Z9R1;g3dkH7r2MqcMGsd7;S9|N(UC|}Cnu+lE)XlBi&HPl=42DX
zF-?{QK+gRKb2&iM^W{nNghp}G9rX3#Tw&-{i@bwd=7`aSY5cN7m$uj4$SjAK<A<Zq
z(qJZwpphPuc5P53x}lQVO@zEh63Vg_8}~*qN|5Uc(z(p;is;o7rnU09TbeMG-tbwU
z6{#>c<~0-xUu87OvD+ZFTZu$ZuT=M|b*{&`sr*zdnHM*S?tN;WYmFmU>#ebJraT*?
z`QW?td&WmcBA!QBOL_5e?wPD<pY|jgCp4Q8S7-XuHl^b<EniJvIM}s^nR;ZiyE&0N
zrh03XLfzOW7yuNU?81Bi0)ALskW7kfZv9fHpG1#6_v@E3WN6?d{*H*N05TI-IOg>G
zpl~Q9QsqLt2GD!NeE$!1ZxvAW*7XYm(nxm;2oeG!4NA9km$amm(hZ6<iqfE@q%;c<
zB&0<^8l_u85D+9J&R9F1_x&!un{(cabFSE~z1BbH9COSue&O{HTDpF}e{lS5O0u7I
z?aeC-AduSTZjNo-Xub-1ey&p_Dk7Vu>RSHTMpRF*bpvI{>)ar>SbBWCD}1=LQ*M-9
zG8O19GY}tiayw!4l2s~iuEDa&H4D*Q7-o5fn`eUPk=AaxrefB;C*)*XvU!>-ZoQ>n
zTEyNoTIf7dC~R88_ReKCM8H8}gF*L_R8t)H{ZxP2FK5%*I_Wh>S67v5j%Yrgley_z
zncs|&M;=k((~IdkKUVq%B|mADR!B%jo+GPV;cXf_P#YZ1m51lR`JWrQsF8YdaX#=i
zt9>YEetUfi!P}v!@#c)p-tuEq3T@!o@$3Em%x}9Jqhx%NP2MKTQPG=UA1aH2umgH%
zBbRpP&(0`UjF`cAOnlXAPrSFQ^)q6PPsPOU4~Pd|N~lD~-Oyle^2DpIzZ`pClWU#p
zYR-=kEe)2CkeGk)=hSmLb-a6kJG|t>rF8G}eO##h{?a9tIgO{{%T<2G#zzVr>}vt{
z$Eya!ihvRaHBIYhlD_+$-@ctdu>L2KDrbohhU&l7%#rgaF%&kcp=oTKs&n|Y$_j}T
zrdm3P^&|X`C|_e9Hu?Udl+F-4^k&A7cTc|gtUz+El;ASx;X~E3)a%%IIzDT(!q1AE
zuj1TpP$qpfg>d#iz@DmHoUW<1%C#Ooyp|_MouqJaA#O9%!28N}b<o*kEmrX1B5Z7G
z;}933U#DsPd;>pA85-8+Eo+o4I>JWN_^`0PzCK>j7f5};!l(nmWOhqLJ;mY;w8=7)
z8yg=hEju7N_}zMWPMB-ptOqP>D3r#<k$SxU+x2H9<<+%>XTNXR*rnZ;%ri304jE43
z5=!FY`hB<{Z8KVc%A$zbF&i!_>RHlt@=IvnRP*<5Oh>caO@EglI*?_yJ6Y>LajMnH
zt+Z7$REosJnr?5m*wDT=o^p=;`gu(rjoODGBihlzV4c>N?cD}N<{QFN+w40tCl4G=
z-)tHo=}`9EU%V9M<zeT+#mt-wg<cpxr+<F7>dgnC|NilfW#c1Y%D`~2#GqnlbF<NF
z+Zb`x$JZCx&-lA8c0KBq=HgxtW5LpZtYmr$Z=RUfRk6ox%)vn{y|drH=%8a31pH#_
zY6+ZRQAjOq{;IF`sqKsIz3tg1cHh4BP8l`Z@1Iky(_2vMWf+j(yY~c_yd|xpE1DzP
zxD4Duo)1lI?4Ej#MH0`C@xJpPpHw_I-d{Q4xdAR<@<G8wIXThw&dQPug6B9aN8mT_
z=$`F=H<66jEC5<=FPGe%n!p|i`X&W1=}V?Dv9Rt{X+g^fS}&yFLCgk%;UNr=k5@UO
zi?sba;xfM?6qS0tB|F-KKIWC7q7IXD9>-8_OYJ1{x?Wu-R#7!MTN`MlZ4q}ij*R&%
z%<=1ok?zLG1-Eg4Z*XjSFAibK!Ae(5QDp`5@Vuno_d!>a_TpsoFSI`oNa-~+x_WIA
z6{hP#s}!I{q!g4?MYA9C7^(-H`l{}!2&asqX5j|445{(r-h~_9J9G`f!9dEKCy$6w
zOso`=42({`aeARQR(f<F@%|C3)o`xniJgUoN1g)ec*#jj$MaK(n#Dz&bMwduPjDmL
zT3I2ZpwO={yE~46YW@DNU$250?)VTj9%ThzfcNfvS|VT-K-1g0>^M#Iu`M2=XEX_0
zdTV?8e!fxy^b{;1W`Y&6`I@J&kkAeYsY3&0<rpv!|CTkDI&b??_vtvh%=sTN4<87}
zs)@`u9?t5!nXW!SpwG_c3G&?Q>+$YtTMNFxNf;llw3ME#Q2hFpDm7h2K>@S7J9@H_
zf+N>w{@q!m)#b%n<xkzabDVl-;$8yb?04On1J3=zA2vVk(SPT6a$DQE@MX}owV@p8
z;7eyqXXjfFR3b~}GVYvYtPDv88ceb~^DS%Hw|!h}`UM?qqEmwIIJ`H4_nt6EE7#bf
zihCJCIVgfKBJZqgzeG>JyYF_ymCK*46oQWEy~8eZvF~(lShS(k{P-5PGZO`6x2t~D
z-mW!mKi>*J61P#h<yB>)T(p@v$F7<QdPd>(Fbcf8!t6hO9HyX%-XTPMtJAfc)33?a
zBh|`4F%7c%_U#+Iy_%C>tx<Cq=TCS{Ba3u;&{tc%%9ta#42+{w2wVNgi=8L^ULw0b
zSuBe2NHhW90)VNG!|M&24w~=xjd{Uvt1H?QI>3Mk*!2gKpmd<sVO!)xgZBE>jyjmK
zkIsN595YGt>6i6ejVv=yZ%AQfFrfjr3nm|E7`RF*6%DXG1&jjUt>Y2I%EH1mihXFh
zf&%-$ThI8=Iy<~9iMU1|KD4+Ce!H=rfVzhcxXLetD=dq(yZMrCsSe+7YB#RGP+xE3
zJUcS~40TcOovT~l_?7gyWEyzP9vW5U?m_8bdpfvY4>lH>FT-)E1s_tO{L&o3xno%*
z$j5A;&AF?Rbf)K>-#7SrLM<a*PEHAn;OWs8Wj>n<(<4rO0e25w$-3u^c{*=TuXlCl
zD^mnt6sOjSsc+<EYTYiu<dBoFny7GXw9^Q{#sAEu|FpeV@3Yxry8;hSUAJ+ggcSn|
zSx_8JH`Fmtj^*gZ$Rs@MD|@F$-X@os1Pj+w`JpO2pAeh+eeAxqIj&Zl#H4QCmx$^3
z$^v0;35A4{l}}8$Uu0~@*ncs}_9tW!vxGsft=#IJxobGT|Doe`{ZBIYD_vfXGX|&T
z>X#<*<39d~76Y!0zbmrL1x{6J2f73U8cu2*qFb&+o>W=O#xq{JOy((O2s>D9uGrXQ
z&)*zI3g%bFQWH?$99sih&}=0^7d-PLa3q0=7M>9EfcPumvFt5qX)_>4!RCuy1rSRl
z2Vz$vLiC-`z2y93-X8!);karh42rR$^arp%rK6{ZppC1>gSL3j;GN+={fg^Rd3q?w
z0Aj0_x)W!aE2CD7ArZ{5x_&HbYs05i)2)}rPiywx>Xm5CGrhyjG&&KBX5Yu4eqQx_
zDv7M(5n>?g@?LU4KrR+OuC{+NIS-@m+sG%_4kPvywd9;sS>kqi6h&-vM1`=L0$N13
z>@z;?yQw<CB>wE+(~XfpZU3^Wh2PH8x$@^$&w7mQUuuWS{s4~pz{ta~UYnCgTnJ_0
zMp=)SbRTYI{FtF8cu&QzUSnJE>$?f;4K1nK-ajVhHbyU^#}+vG@hy4%+K&FewSejc
z$w${eJox+*Q|URaorKlXlh@)25BdUL*`1%Jsb#qg!>+X3FY=MX90e~y-22Tb!Hm<x
zD*_a2pHnzW^bfrsk1k9oC{9O(@47jxsd}<LA2F-#CBb42qF`Sr+%D^as>Hy+VW7qc
zEZ(~2ZFoA~uyO-%EJ1c>u6Y_5`;eBGx{N~x0+F+WH93(bjVa`F5*H-}MFGVCxU+#x
zY{_#{78!v3+2CLG{Qzb$u&Gq)BOX*jZPG`)mWEVF*m>${**~T>FC~mIc3tI_lsqB`
zq?f2IX8ThubAFFlxc*!h_hz1JeLnb7o=;m$KKi(|Q?LN#S!7&nqRULA&+nU@u4XJA
zSgEN>t+W+p@*hWHqobiEOvR~NFNt%4HQ(TJ|J6GqazFBjA4|FHcXdg7ZI9cqC(qS6
zIs^7(_<B;QV&hsc6B0SIBo$>jgHOp`Gd)4=-}KmMkqZ%M_Tokp?bMgtW;LO~xf<Kz
z%}dfOy8AYUoPVU~Hz@{~)Pb5zw0kdfc?F`hLNyOy6gCF_@lsO4CcB-RR@{F=K}Yui
zxTk={%2!PziE67mKRe-1<nCXDopM)zyOyRVk=!BBj=@QX;60ZHbu%!Hp{CN2K!A<i
z@Mtv}6q6r?ks+G|4i5j7r8{6R^gL(zbBIU5qHftpLlZRWCM`W|$mQ>6*yNOgIIz|v
zZCmZ5HgB+CA<o4(U^{z8|4$3=x=F2i*aM4Qt<&*Htzyk}d|J%t2q9tTYHj}=-JuHe
zq4x0T;mY@q0&DO|_lQ>Zs-}+Vqhroo#wuK^gD;<N#{Z4OeA=0GeYbo{*fn>BBc?BT
z{N2~p#cFb{?%NffGMfHRhD!~!v|5k5?*7}hJYdDaUbsqq)%jsdtnbbUD}?2rY>fNA
zV$42>c=S_sCCcCROD%5h6Li<g&^w0RCM2Ezj0|ih<<R`StDw-HaMvI6{`-A-=K?jS
z7ZS~uN|7sz#H?(jgPGsl`p9A=FK!85SYiUz_~YZXr$rbtX~HfK_rFL|^oGdw9_@nj
z^Iv_4Ag-W=kVUzCH_N=wDb5U%@gKZ-_dmU2U!SYI1qiom4^*B&#a|^^fJd{f_ZW*2
z*Gs_u#rtl(gai^MzMRv)CBs(gnH@yh{=GXTG-Vose;u=kUP}F+ST+B@{@Yqy3#e55
zy{JNE{-i?c|EKwT%?lO6Huv8fHF!13bYlN`pnqAIQBqPyy|^9^fawEk&R@^(rTtat
zCwghv`4N>uEkNcad&#B%xR@pSP+@r_rkn`>Jv3M9!~dsjv;S{<7hvPv`}_tc=O%Pl
zki2>Vg5-ai{;g>6@XoG6)vnojS_qa-sI?m!8vg6tokc)zArmA5xCPBt2sW1hk^uzu
zzkbveAuxC)Guzsv0#Z11y5a9X!QzY=p1{ds8)|ob72l=H-^2Y(<ty`zl^zm$`ar-3
z-6Uhz{Lk0Lj<3RjUVx)TzD8CH5b+Hw!F}l8OC-RBYq$nj*l%Dq1&n#1+cA=pv;H#x
zg6Ki~`%DV#q!xetxZ^w}09hY^Y5oQ411brXZ6)Fr&wa4~EOhjLZ_FI)uNzz1n1^oQ
zKThl~%(1|}PLht4^c57<4#C$O&`Ka%|Ig-T#Q-FAd%su!91476zqJH5LA&)|ED|{~
zOazgnCH?0Fovw>0iV6y+$Hz*NvEb4S-3>oqU**<x#=!jR!@h@0)=ElG|M|J{DWK-R
zr1Eu4OiX~Y<HwIo09S;a0v(t{fowsgBM4LggtUV*fER!}OrT*_WZv2m`ZAf@q$TLw
zSg;rp;97@K1@3duDTqD*pHddAHzMx2pgDkjQ>UOGsyS65BH-^u#P^Gx*q?as{{8!a
z?pa$|d5Xl|UOD-w514!_J=n0wucX$HGIdz#fuND=Y~$N1bTl-y7X^{eOzB13q@G%v
zFYTHj96?5jYAfO8Jn5wPPw;G;D;dNDMf@nD+$c!WVBJz-ep-agpdrInzAhT-W$orx
zDHn7P#LSU~W5oMO$9M~tfFGh0A;Lq7OPw9>0SfvW2V?>uk<^kS8xgG+e12#!-x65$
z0(7aMLZIBY;a30f8<gcJ#`BR%C-584Y$?Tra_Bzz*LKN3gAe$2OlW|0ZL#~pa5Gaf
zSOVnyhDPjzEM==G^J6n%H>;r9=nq2}pfBJ-z5;+YC0ttA*12^?63c|aVTp`L_yC%d
z=jCBFX#o{*XiJP5qQQHCN>ZsYf-@NkU%27C?FrQO3v6oX7A9O=rH0QF&)$&TeA%KG
z!K_V!KFhN%1kxhJ$slV}7knACaf5`Kni@jZ`AsAieyyKcS@e@oyx5&PrqSZy;@MLN
zt<BDTU^#&F49_{rP|~xRKFNgfPv$2u-`*{rhP-?p9ZmAtFj7}KYhYM(eP@TEaC8#v
zOA}KMtlP-{0D^EtgX#Kpo1K~WL)_Z!nq0p-&v~!syPRFqbOBgA`D|Ya6do2y@+UCp
zUa_;5F!@dB#i3(h`1<?b!;v~XD1LC0P2_#TJWJLNs2J%NX)@VXt<QPB^B<GW+*IgK
zFZSDr#KEPwj8E-YAFCt5$faRo2(}F5v5I`c1qto#g1RG-^FNxB3D}LCR^3k%1Hp71
zI<eQ!+br8-aq#eBe92y_e7dITY0iAhcF?*k$Z?~SaOPMpJi+8ciI1OOZWI?IF%t6#
zcsLLWvm>%K{P3K)JZ*1p?^6=jBsfCmH|+l2HhIWA*$lV<pj;`nk_DE(SlW+?sd=+F
z6}d$|4io`;d_RSFCx6*5{?VN4uViKc<yg~=z@b4y`bz}RQd2J?5%u8Do051aYsT7w
z0f=+W4Dj%~C2;0aC{wM%nXcpc3bH8c98i7QPoi8yPCU^60W>mR!b2;o+&c0J^$a0=
z&-3S!7gCwQ7bjQ=T_pgYgK9kHWf~yhxCrKkh(zV+Y6G=CuaddpGA+aIF>ckc@TN+Z
z#NC$d?d@?Dg{ND-`71}A?IUt3VcBST)9bJYH3U||Z`jMc&B8!uxNwoQPrbtP4zw%-
zPxjwBUgHsmXONuO!R0pQ-YC*1wP$6r_|@abSFK*%{D&46Arv8zIyJUxXL6GnWadLB
z;hz)ENGAhLy@u{a#LJA^CfB(I0<-h3J4`YmeN=C>+3DOX#3?$alJ46hH3QL)#QhHJ
zq3YA60n7%_#gSoMMWN=qbtC9L3EBZwG{YCeVMF01bjLvuNbF=4W6Gv9M0|zG$GFAT
zaCcdW^=_ojtkS_K@hbqb8XFoem_?=6c>gpbj@%-=xY?isRVu>SP7q?5NN5K>gLZ)`
zN5)&ID+}+uw<q8Dir%~pB$M_k)zn+k1Wy^-;)j-FY5kz}Z?)Yk6)r7_c=F`RNP;{W
ziL}3hgm-W1j@(f9t&2B+JB-l-0)b*0aAizJ2oq7f;xM&s0uEa*Jg<177|k}gL+=XO
z$B4tjdwr)*f))FJjpWM50Qfojfxt*K1$T72fir5)8D7t+LEIrT=J-=5vU1%b3z22}
zpHaPH>JbV<A#&$(%x*eBVB(&B!p?Z+Jbdx=@sp`Y@tAz9qEAI&E|5QT|F+2I>SeU^
zDAn96l+!dlDAc2SlnP?&FJF)-*xR#j_Cv3`Q2jN{WA3NsP*>7xq8fUg^F2vL7`CUK
z=7e^)KvfQQuyLjAaptzwc3<LOh22Yjv&U3Pp9pYM7AQR|ZFB+nIWl>?0u7&JOnG>4
z*oXMZP{{TTp4J8tFm%)KZV+1XlMfHp1i>eE>9G+|PVMr`i_-CDQ9mN1&b)b`yx5&T
zFoGob>|J)&r+=sB+Ev$LVR9di?vgGka|X#NC>y(<wBc)zvFnx=7jsYm1qg8;xsb-8
zb?HN^9$Z!o?qgW%pO%cEmfvo`R_Sy9{3sL1JBP4-yuH~)X`_9Bw;r6oGWqDo!Yi|F
zFE1xVGbkc{*C;lR5Bz|3N#~Id^6)imZw`;}k|HU<n2<@qw`fj~6wkwCsTBYLSQ~}c
zW-`dR^cQFc1bYpXeGOhLK^g6SrxX=xxpf0sc2@<3nu*Ulpa(IsK3}V#3)}jdS0N%M
zw)u5pV4w_aSl4+z%0PF~y=J)Zl@CyTMA+ZgXgsWT7-b8{8!rvks1$M=AbS#JwR&R`
zpMHTXuXfnO<y$o?#n37Zav;Y{k#o71&_)G`jY)BNeXX>FE_9bAU_x6!U2TcpmFPNh
zm*)G6&Da4JDTPsUMP?R-Sg9-OnGbXq;42^~iXA3r5-{^ENAF=`(P^oO>N>7{6f8%%
z1V@|W_eOAx$?WguS>E7yo3~j4@a~w_*t)_jn@Yu#OI900An|l^g4R?d`?)wHA)QDF
zi%i}sY~VluzttssHcA2yaf4FRzNl6^0Nimymhn%#mpXCyD%FX8@xJ?0QSwFpD)+<u
z5S}Yz^#Bvj!?}Tpx*<YOBW?Wyx*TqwweIc3-Ai-uB>(<zEdaac0e%6tvD4QsU|;R8
zd}8UsJf+X>fz^>^<NocD$><2zhwRmHet6AH$;0)>d6(@X%SHT93ms{oxFD?+Rxwf0
z9U9hb3Gg*#(3;NS+!IzlSRPS;?vb1C@b_=%y<K2-ivWqGiyNDq<@feqCAAWH7%n^u
zYvIhP5isi{!fO8xSGry<qk8t|snsM!d0c~;mOHPM9j;Zbq&HO9+3n~PmZ#<-NAJpG
zURou70YR-wmN;S(HI!wIc+M~k57NHS-gQ25tBFS-g=Q+~mJnu>l-S2_+XsTH?Vh-W
zsNO2zt5e3cmfr+3C@~SAKr~-Af}nvjC!ni{srR8rT=o@N72N|-?fp`b4@biwZVjqG
zc3l$`dQRd5TaOoJl!eE!!T6fN^&Dh=`D|2KX-)V!9KyElgSuwt?Tgs;`^i~BiswBK
zbnhs&y3R`wWAmcX%Pze?g#ySD1MiJ+N$hftqW+D<><V4&_+;s6`KxYi17`8D3?6&g
z66v?sr{)n(DcFj1RXXpIdTvA3RhmK4srbrxj^j~G6B~uwvYcYU%=_{ywQ)o`b#BY3
z7nKb^a=F8t8cWLJ<}_#gL1<LG+^2d<ajPZ-H}^5VX`=@Yt9iZ4eUI<Tdl-d;tQMu{
ztfZqdq0O;ZQ@Bm^399Pr6@Ma9>7);69k1LVNRh539BPVHAS}U3H-D)<M2YgG6y94&
zC_C%SS+**$%L<LHL=JQFXu85^nCHugNxhBGqZ@A!PAbwRQi=W0!;0%cxY&!U*^kLo
zM!oD*)*6u9<kXhZ*GesE#D2!mz8c}~agD7@>Iy5!2O3H})_=<4TEwu<(xZ;#apFj#
zdfQ)*QKz8uA!e<f&EK0RHmH3~Q0ph3#!?UZnJ;?O?8WJ6Lc=4cFlZ_Gx?0ULZ`Nkg
z2-t`0IQZC$Fwa<eUPsG`{IG~J+|rXKpCWARAhu*}ZZDkIsoRsH+;`NUQ<pu!$$>9?
zaJt3tKBDQ)#pKuPYn%eK;LyooE0o|7wkG$cqD`TL<5@UYMVI-Nc-C}<mkbYQ8_6Tg
z-#>crO+ev7%P;o{3OUs_mnA_SM|dmd9U|T9KPUs^8+9gps1^I#y<~NKfa38|I~f}_
zwhmVS$1D1P2}QSXTdpck^#%3Aw^M&Y*aROD2or{1+hUCiUNq!gJ~i!J=+9G&%<ay?
z3s%+AuX+=oDwRUPsf$gmp#FkuIPl4`jMlRGEwF2)<1qg2M)3BlNZ@I0k&xpe%{?}@
z-2u5ety1?`E9&yR{Bzzj*^d~g-w8y2&b+VbZh2Vy%AL4Fo(dtat<P|C8AZ!^Xd};m
zMUrRPDwB<X0xRC5Q%Qq<8(-i}R~L~Ty36~W{sqpsfv#5BSb|rf&TJg6J=zc3?#PwN
zI?Ek)B+*@}+33A%XH?w2&BIZO??~*DXTKOp!@8N@-G7aMhXA`1pYjs>WH2`m9Uba>
zgs{E*V+0diGj%9;owI!&)zeTr+Ls>kv{7>M_cGjFW$3{ai{x7_-d%|1ob5Nc+X`$v
zybWi$UEvs!&cx*t1j^{BvCT`a=FNVdrgcNU93|BYkd{sBM!x4xPg)NM!#63_=RRZA
z{BCve*y8O{)^kL|^<w;~;ZPxQnu*r@hv%OklP?HlGu$(m=P<q$p_rW<@X7v?@Y1{s
z#EO7l@`@9|nru?1bLXhZty|uAo5i5wQ}CP2+pXnb<HEravUNCxaOz6J+rI9beXY@F
zrJPY$(xWiSpVnCSg`?Xew|a$$<~xyifj$i~mgIibP^5h8cNDn4f>WN;FcUc^v6mR?
zRt4guPwyqo-0T>@q0EDQixs!niQ5g*6fG!FnDV*Nw&^i=Q+5)cS05{cH7GGj?C=m(
zG1Hq$b=DL#1j@*KmK7qB_TYqCDXn7MR$itu9RXR3goY=x|5yEkcuQ%4lIw4a!zfUA
zTI^4xZ-3fbB+phIvX!@eVe-v$<6F&l2G(67x4k6s1vfppYI|#GKjl67nYAi&fjTz~
zS<%vRNYa`1qh1x!ME(&bK#jv((LBPyqOV%l>+<b%=-POdSWur&N{mV_D_99|9}&kH
z@x?JD%b7s&TP}U9nj0Z>&3Q{gu@(8T^=e_MEYezkmy~tCvy77US$}D~a=g>*kXO1J
zrQEpuxuPV8@kq(Ze5K_T<~)oupt?pEu49O}7u{Q`Bas}MlBzCJ*A%hu!G8VZRpiyY
z>=OO5#(PmOu%<5P-Q}k@+M>G84<O&uT(FPnO~H09lw}dguvdtDFr!e#!q?2IOWH@Y
zk!`M;HBFZuQdAGvrO-cx6BcneG^&mx1|e5vOBd?mFN>+X%KZhzH_L?XK|Ut7t2BI7
zPtT=M`cR6oxq;{tw&+ty+jkjxfxesI3elA<k&PK`$#&eD*S9FcS;9jUAJ-7O?BhP$
zEl+q!Hao7p{D98*2&&k}q>C!7@9+#|A&E;$Oh%!})9eDGXZr(b#212QetSWgPzx^K
zel#IDYkEOkHJfpYl<wBby4I3w>Xdu}<1g@g85+KcJSfSqzXPlFoW=2SW84}ekJ`)X
zNmXqLvB<l*^pRU365d2Vh>eZ8HBCNc(@z^k`8?DVp1Nq4B!j7*KI9OYPVtL3Hs;1f
zSuY_cjxL>x0xX}e67f-#ZXd*c4qT`C*oAK(bn;1#+Ic$;z}&KY$?RHa1`o%S5v^s$
zw%MWX++AoF^hKYBqSyUiu*6gmp7ystF}ZTP_;*_YN|HWu<~KdrbM1PK@d$4<<cf4;
zUH?K!d<;3K(93pDl3<15(4xF94B(}@<#Zdrzaifvuj;nHq8t$8A1$$1(zy}MDfZm$
zT7$#VC0>)^5sQJlv#Whmp?y<A4$0DfSQAM!9v+b?vuPRqOKdbM1J*He-D22GL|>3o
z|F8(h<%<ZumZEvN>tnf<x60W_ZMB1j@3%*VbNbAhKIuBq(VNuALXn}u4cXYNH;E|w
zpbC=vEJvU#(b!$a`6{{CBi*gH7m6xD5)yNvpd4SQ{AcyT#?e-{!RHz1SA_=!{uwrZ
z@*F6PX*{xL5uKMdZWUeQ`n9&erRI>-cuT7rq-5@Kio1G~1HtO@5Q+f}MT-@2T<MOJ
z9Deh|Egui*H)06<O^t?#K8{llh|JJ-rc%tLxjm87hU$%eAQ}bz(}rscE};s9<tj>Q
zL1uWLk29`GpvV4@USy18FjC&Av^097M3_vxf0IL=E#7$idnf0N#n9^YE=-cnx~0(I
zn+s-K742$D0;pY5EXpVE@La4LSQjkZ<=fvH^@9eJ9edkdoJlSLdO#U)nk#p{vgP}Z
z5lOn9Dx0wnb-Uc+=;^Y}<uH4^CDWq05x1tUK(aFY6?A7)L|p+*OG}H0`_S74y=C<$
zI@b!&M?*Em`4mf+-sRATSZO)``bZIy6Y7-x{=Mj6lTV47HYZP~qAbzsvqsLQ;NB3Q
zDMfDg^Q~v`qfZ}osF9`E%TY9E-EQE`&CC(4V)0n$TWl!KL-8bJc}_mYx`MugYP@YV
z#8yJLAA<X&y02J{t~x$g(RA2HtkL^td<h!P(>eB9V@(aYhPu%l;@%tM{$e{$xq}Pn
zIeaKOlm;ZdN`X5bRyMdiw`sb{BtC#qy?lftrdqs0e*QZYZ93^BDb|mx1i!^cq!m*o
z-n8at;*#Mzo%C@Kt+h%#&X2jcM)k6&)SlL~$xF>l5Twd8vDpPcs&qcF!(B_pJxWp7
zQ$sa-?{+*MwyAh8?ZJ6YTucm3`G|<ovCeY9qSUpL;n2t!23)z{dT!EBRuopHf5zU?
zMa2i9WU6t$BY}%>#Qkmz_r}P@pHXwDD|F|AjvXcfZwTVDYu%}(g?TP8a!H~uj67to
z5qVOTZ9@3yNhc`(ROvg8hDeI_NhDtPy*qqNd66S^ob$}SwuQ;lE&O12S4#3-Lmm|1
zP`V;N(|BO`IS)}0S>x7*20u*|z#@OwLgKNfG&N1DgwO4ji9r>zep5E(X?*`eYe;%*
zGN!has;&@%iKNK0VMn<tbPI>)GmSylhuF{ApZI+DZD!uMVSO~3NT4oq8g`Mcr;Im_
zB^{n!l6funJ*C_7H;we`&Q{EH&Fx`K=S9AIQkPsMhT*MD=^E^)!-gY#EPkfbv{O4A
zQ!Y09ZdVU1Ev4(2$EKLT#&_60eqI*MY6zQC$CovCns@DKKiZhT$Cz>-&*Q+x#jav<
z%4>R^m5hitgr?yM_-7GaZ74tPjnKM}>(H(}jc4SGNWP{HllJzoR`g&@3Lx2neD^tM
zEVZ=E#RMJ4zXXC97=Mp-t38|6(3;fb)zcHV=8jdvgXc0#3%J<DAyatYQRy|-Z)oe8
zy1mu)_r2yVPfH(|W+g;C{MiSJxV0+zKN*#!=uE{1gD|`aeAz^6KgoUJs#ED5m0k~w
z`0#O7Nd;wS{Ke}b`A2q@x6rStcWTTexo^C<$0i^^MnBTfyBUPZ#*ocIT5oeuwiFw=
zMfICi|KokRMZ6n|nDurxB$#L}ZO6%qZ=BG>3CqHhDZ~Wb%-rPmBYB-8iTz4Ov2Zm_
zMV^#=Ny>4>_>M+^Lo-Ur%h|0TX~I&zBGT&kq{uTbcy`D=eZhGNGj`&}6zs)rzEHfC
zBl_0wp28NXC&wDUpgWqKw7Tiha-SHil&otTKscUbCM=?|&&^@)RC>|yhQLPokSyCt
zL4bN#wdXaN7wS&y`n~pW`SKzf=~4m&&B@cpXw6Jrc$qX~yIm?zEk-AT#!-3f+1Uju
zhZ+Gk!6CCC($z@58CB^rHbbR#<&at`<{3Rr&n=wJS1ctp3Ll>m;}x})eEAVYL2$ZP
zm2It5Soc|E>ISwVHaa)WQtsEi=S0oMMI^aPizV@OEmTIhHm^u`;${wd%rUt=5BQP3
z!SU3DOMb*1l9cUKwlw+Sj(<&kf!`JeOFr&$R$)}b_+kJqnW1nW4{KB?w|ZS9w8lUF
z^7qS7TiSB;YW<NbkWrgsT#T{vM6!P~BN1kqk&t^Wtu}EU$;KR+(4l!P_-wC7mQ`$u
z_A6zd=JL1LG-^I=g=DYwG0k7xOvwiu-ff3+(~;)%Deed?M-Q8B)u?>3xZStz7!$Kg
z?RUw7@yF5(?bb-!timUx_DUqwD_HKZxi{uU>-945Tr_A!{|PJkT%_>#M4)lCnTq^I
zz?V!C5`SVLV8*M-ULqSaoEEX;J5FrhFa#6`GD<-vX_mxZr{Tgd)s78{yOE9F5kX`J
zh0M|(w7nXZ%I1Z&3F2CvJenBp&C|6Gq}60wq=Jr-l2-=bI*QYt6O}YSuVUah3C~xz
ze&Fx`%oggsby@>|iN2D>^~GHW&q2Qrzb^e(qD*~%@IO#yVm0dAwJ>F=4Do+P=koAj
zELSg7;WU|^QI#b9TMO9ZmGwvCzQs2z))<Pw5k=sPgwKTMHURo7|AQa2?rA+4C<9Gr
z-FQRm^TeXq{az0dQr<{nPkeqc`n8>|t(khj$nsea?cVXTnF&g5bV{q?=g$U>$)G?@
zK*{VQxSss%XW5@L6KZ$LSW#ckezzHd9MY#2e~@T7MX!&d(p(gj-p>9X&t(xaAfg}2
zALd2X&q^F-E9MecnKAT(G|nQ&)$`g6t&$)jRFWOv(()4nar$I~WKIgv5ogg&Q^GEC
zT6!M)D@@fcg<6bO6ZrInIFpWF746wOe5EEaf86wykav!=&D5;*BvOlg^_+2vM6qE?
zM0WO)z}ZuQg--)Zo!XH&mX}WmeOw{Y#8d;zZ{k7mv-Zw;)3U)f1yFvzej%}|)pbod
zE;2N`RKKi!mgptQ_-zJ9#vqyle&dG?=uj9@(e{hgMk5M;_l3x1&qlxhJAe2v*;W_U
zw$NG1;(0XJjeG)<PD$f;UE#(a%Gqe8@v72G_J+%y(pJUlh`0K}wfDQb#;@W_3&;=U
zKl}BZOK1nLUBT&VWzN*AX&H-a{37Da{QK68>~=rMxVcuaw&`kzuD`Z#itRaMW|MkM
zA*$GeI(5J-x4hBTETtM4-Q1a(t$Qcq8O60bs$+~BPJAjVfni=XsSKtg1iF6x5md{@
zNRcqg34C?Za{q>BopecM#0{3GtvdMJW*&~qBcW#RKLadrF!CPrf%3aA{hv8N-{SJ7
zh+V@Nc9Wr^{}lsrXKOkuTZOAkA6sQr??3xhKGm&oF8!&O&}ALvQqUua=@nmu<JP*N
zmJ`{=U~Fc(lBRbIUJ~hdCFc(>h1|FzP#lJ`QEN*#*<G9$8)zaeT^i2%ny-kJ7uiqc
z)ViD5u(DnV64~3kGd-Xy-t4H18kr+1n$wZH^z5fi6SAt4C0Rj<32>sL<gs0(Bt~bp
zD+*YO51W%9%bi-6JE*?b$CY>-wN^c4h>?1)q^rc*yGT1Sc3O0>Xof4K=@7JThL*q*
z#i(7B$RsB%UR+=^>&)i0CU(`JMd&oj@31MB9y#xuoTW2Z1<1`~WKNEB;Tu*^b!+jy
z=Z@LY!Sb`g$78*`K^+5&gOfXRVQ<t46XO~FW)-ip25MYEQa+v1lX&HE<z4s3@_!hP
zd`wN<)Dq_ZVDW(r(jYJ$+pwfkxLsDn?g*Q*y9>+2IKCw@Ep|_k(SFdE_>mEvfZtC*
z&;MwcBVHkCcWIZf%WQ@EeQl_Oj7Ketk*Vro+5?(zA)(pszeAsfG|{L$0tno()AARB
zBZWJi%p8g@aurE~gH40ov|jQ@#V|z6c+`h;B<OU!mP(Zr;V9vehG{6b$dTg^vt!9e
zrx5bcqR?>=CtB&lEWUx3DUSQB!E0B{PfKs|Pj^s{PnL$<tlK<s3RRELOI}tp#gyqr
zJaCkq5lJ8&V@5c%iFxnD2INi?dtPl<by<wkmU&IaO5s$Y*x#75EC9G40#WH6{+&H5
zbM1%OXv;jMUw&{j6e3Hxg~}iD%(Cpfho7KG$4g?@ksK-hJt;NhYOV@P<X=T(Pc@8r
zi3x<M=7vc(FcVsh+~133?!yg34`s(SwR1BV-wUE2W1LBJpA9)v@W;Nt0u{a_k1%~y
zUB*Egzx2v$GuQVbC2Hw7QT&?S%RNi&Z3w5Mn_73XudgN%8I$3F;+L}UDn*8nraW~1
zMxjTN`WyQceb_YW@FN!A1$D{;_f@32kcwWUrE;;>FqyP3v$dPkYFVdvY1a#j<MBs6
zaF>uXN{S5PZKm3vSV(8GJdDY*XIx%FIl}Rj@@!YP!MtRnqx@lxV8hpCzw_8M(uUA{
z+T3vY!5wwVDi{no+z}lS8_^WEn0sr4py0*cL9L>T#h3F2XhMX6!VS5D>4JE{NKL2q
zx-iZTEo*W|3^8nr=1u)plo9%GLn5V`{V$bo4y}Et2>YSr48<!-u5-I!xiu|TA=kNB
z$7>9xG8~_dI8N?F_pUz+(d}R*Tjf2VDq$@l-JvPs7MVOI{iJip-Ugge*ttCXbA*;o
z*=WnArfAovLfqPLWNb2Tp3w8q@Uvjf1J{I>iQVn2NAI$I$+$3&U)>g<GriY!n^Q4p
z#x*>JMD7m1PD{1tLOt^aC8sBNdFgEvKExdwMW$n72k*1<aLHxwWP^ja_V1La;D}8h
z9(n^^pRvey##zG=XyOJQe9H>Y8lRd(eGppQ#*aH9qZhs%*ZD94TIA3bHxg)HkS`kG
zi(4ix&g+X7PRe<=>Li?=zs^Z|9$?kGcloV}^q76~&*d`d$}K4pA|@$pVa)frIGkEh
z*ghdSUE1-QOd(Vk*G8fx%aYrkqse2-B+=qCa8sznVzWhtglHBAi{@pAQq&Uh$d^Cm
z$GWWlb1vR`?p%G3r21)P#rG#Y63@~;_5b+M|KmezR+^FQa_T*H1jc%k;&j%tO<nD+
zVF}yfP(|6-KRLDNO=;sCWJeet@R-~lJALcmIH?!W%_lr!|DBJO48fS%9!^s6en;uC
zuF%9zK6y#FfQcEjvhL1%zMJ5EO}?>g5FzCKI)Br|^gI5V4907O>E3H&cBiT*KO^Y_
zzT>fs&b?_}?XuJVO;0tKXHfdugpk+xc+{vj(?FuhjY)WE=f#!z*EC~WKL-&@`|@^Y
zVzG|A*f==uEzZ(CWX_GiogG=!`;*=*e&hP}^(J#HiPxm-hIymz{u*PJgYW5e&HZty
z2A@CBmX`H@F{mqGwB0qeO8)%tyVyutx99frDHA>CiIW#C-5z~bF3v+X+jXD9)XF$@
zoD{^)$lp3otM<^gnq`mP4x}!v(l>wW$cOmpEJUeVve!`XL?5wHVSBsTso990s2`y*
zSmtR=DCRH}v9!PC#dGeNujf=BA0%e(u3iHTe65%_?{j*+F3x;^u^R*~#?gstW4#S~
z-|jn5v}a~lZ!8lib;>hL9s8NEmt19eOLOh4%xHaTqPnZA%K>4}rJ|u>z*(s{dK5Y6
z>XAAwRPdYfaa>3pT}|>BS{W~~XKHCsbdz(#pVa;<N(lTdaTBL;(+}2c_8R);=z}%4
z$Zw4fZl}=*Lmrm*i-bE?EYn1E8%L~_SSwj`tHFyXuwm`vy`A3#8BNaJ@;QtV@mHo&
z#^cL5fIg$nH80W1d$8=LXo6@_MLbN;E}?++RM_sivF_`EqCz3g*C!5m?m+^t`2&Z<
z21W`kHlt6oJ#&kT7S67ogu#ZmoF=|b>~&~SN5DquQsJYgn>cG>ykESTjN`F>ue%PY
z=R6}BU-uvy{WIQq$aC<~fmf66@GO%`%UP~R<4<9wv)GN%0+U2W){z_K=aU2vRr05>
zwtKLPP29D%egW~oo1oDVL(@7`BGB1_$MVaAX*X{w13s0EOm$t=13^kh$C|NErM4xm
z=-X&hn3+Exjm6dqZ*+|K@%V67U=qKc+|<Jo_HL@wax>tbkXHR(!Kt~mUFw+6OSwJx
zd*f}>^A6w1$7a98C^pm_T24EYs0K7&zuQ_blQzC#jAL+yO7+>juDH2-_Ay1~Wb7~J
zUpzgTGQLzLs}GkuTUJNT`fP_8MRUeWStq@6mowg@Yk$W%?d^XMyIJfK?#N#)s=r<{
zIyH)_&yA6uU~ESgU5i-XGK<jpa@4$~`Hu98Gs+srQ1Y_C^rP0C5+gNH8OCOXiHHZ~
zf{*KO85@&l*5W(;8p55lwKk`*5KWIGYmKS4^<b;uHXk@mZwSk()A%DcDnqy&9;CWM
z(LFnExib+`kiB2=o_NwI2dfIOO6y;XYN;6*T!gObXnRf0KdSNe5y?#-HZ=}ExSx%m
z4fqzZ5_T!_4+bZWgTlDy>U+EL`b9E>vNN;O7QCg@i;azjlcwrM2Yci%^-?B@%h(Hf
zSqoTNq8G)OoBmWQeygsx^jy&oE?mI2tKp>|yhBPtV~8+L;4wq!^~cu~2ArFZmiOfo
zkn(8c>xd_)U-UmuZHld!Riv%Md|xX;kwUQQST*r2)=S~fBg(@uX`}h{Q+3XRsF+Fq
zal->O{iO{4dkTe`j!rcdpSAOvT0A|}vw1mF_zv$Ek(WQ$_%1B3T$7yl)+i&ir2|S9
zMZa@NJ-+v3yw9s}<JQipKP~!bk`X#c@?kGAMMjcMaI;j@XxdV1N-;6$a5jf*`^@m2
zQ(LKjgoKkG3T|`hdqYN~`d!CV#cK_T+Hr^JQM>I&nR|6NBTC<^-sg}hl{X2W=qKL_
zVqm}XB~w(V>^tklLajczm1k~&XDQ+5mRI*aNjs?Au$|H)H;-xfOm=juyjeD*c_RPw
zNvw+7Af67ViW`wm@F<(7U>4%=*R;SSXVX>f{)xK#2OFjCI>R!-o?V4Ed@?9x@g8rd
z$ce{$F*?_Z*^oa7V5R=`Sz++*taFhVRY_|)cFcZw>3}SY6PM?lxbE){=f9^BlVnaA
z!!nLfCbJTc?KRiieHN-Q55B7`JMOu^mspx&-yznU4)J=+JXd7;?iarIJO@KdFYamp
zgEr5VUBQCxD4DFhQVPoNg@Q|B-d!lBR;yen=KhYkqba%ZYhoO_%N`%i>t&-H0y#^`
z{H%KsITfsdSI7fQf5pkYH|VN`)}?6`L*$l<hez$XsivLd6D~g?!)8B3V0an-_~SdZ
ze^O)oD+&Z>2-<l3>*+(vXywxwJ5^$6QarEU^qE{o<e$E%o&dv1-7ds}+`LZTcUFHJ
zS88pp*xaVRwZsXP`$juOt6kR5?|QKWenXiwg#C@g@xm3s4+w|R?z0JImCxJ+`roRu
zY<;ij?7S_jxswi>W;w0YTJK&hL`Fu+1b_PUcwlk!i~jlfxjz`<xM?LtzYczNhN-!R
zRW+jB*`8uhoO99^dc~}Hsw%T&#Ue=<bR1exr=FE-=!PtE6`@=~K|zry&z$wZO5`;%
zGAb@E2FbGpW;FOXyPr4&l~)Wr_CN@Yg_#*wf|L+GZWB~M!TeAJMRz2)0=`WioQyn5
zNIiW0XNhJ`*h$WCW+ojTd?xjc3FV5J-J82gD46iiJ_=N--NxNrx8`!gs&?c#G`+Cf
zLMAb=ux_xjc6E1`EO!t}*23o~i5O_N7CZr2=KuSf-JgSvSINns9dhHZgBlgtqwZD*
zU;N5~D+bRhSX-<9`VBGiH-KCiae_VJP2@)pB2cdS%mUghDTqto#v6H^eI#}(A(Y$m
zt(T!#488sRXUmM2>)*fIp~C-T7e}{fi$OZP0j&jaVG|YR^M74t0bC~K$zS57hVVU<
z@+;^T$iE>P*Zz8hC;@1wRLBn&NU__He^Iie{<>w9V|27z$bYxpAPPaA0!1Pe<tp;;
zE)Mb#&OQmg|JDNj2M+h&4<W;cwhI)$n+wl0`NRkJ3A{+*tP72+-mqP1$2vYqBk*QH
zUI>b2yc>=H@;};ckO`tZw!Gnjl8}&)>@8&bQ;ixvmU7@w!1$WEbY(U1vDiS_MZBJ0
z=1+E8VdU+Uo0y{EBY*q%?fm!i|8G8#|Di(^S)lH=fOZh97oeMqw2h^Js|=}@!k}uP
zu(Gy>VM0ShR0(LQ;NW27uxb-j#DLKWcrVU#pxM2V2y6s6&wqZj+X#sNO+il1zAs<C
z{52*NkVCf^?cHQF`M24>j@?Nux^O>**IZpqO-~UpjNI@k3_*XGM#iA>3WUYw<>hf=
zA|i|b8f-AifP}fvaMv%EMvzld^6&A6oEDTA7#N=GLzbIk#Q?KBH!u%;@b}MVu3YuG
z55P{dnwpw_PJs&pe{E-;xAkn~zor$m{b83c4Okg_02%>?<L@Z}<Ifb&wfS%Ygct#<
z4JaswzmAIs$2Dcar~CU`PygE}ZD2?%EYJfd&YL&;;qX!p3k((u3Xg$nSw9~n&cY%)
z3s{?r-44PsCwq`e<lx}=9sK3B_|ax*MbPE>(F7tXD=X`}+$G|JH6WTC92^QvT#=rd
z$t+EqEWMvTRh7#$$bwuW^2~`OXt&(*MBSG<7d}3bJU`I!1bnVFU``FrUcGzw?nYL?
ze$&quE~{Wd5KiQWGWwrZAgz6o`11n^UX=(Z>95U(QLpa-kTbl`;$(i8`zfudJCtTV
zmH<oKG(<QiNuVL*3=I_HD1m)k52w^rfjRpQkCNxZ$y$cw#j!Q<AAe~7zknW+u|W<x
zKesLz3U`0eEkyL?Wc>AbkQceYMZhQlm}OEbDhMBx<m3-{CX&F|7)opA^dJR^Lr8ep
z#T&HvzV#~bpAoBoM#B;ZKW(kMAj1=IH0uo*-9Xp^^VF!Ts6fLjt^2Hl@!~~BMyUj+
zrjrf7F01*#=b8OYmjYj3UnJWE4{x*`G-*KzJmUfxdIcR5*~%}{7l5kk>R(Vl^XT5!
zFX;jfR(>#S^@7WjvfmUKZ&_Lv01$Oddim(bx6wDnYd}4xJPg?Vh;_6*ZAUH*(8{^N
zt%_C`7y;Qoc8P8-DC8|14T}Fvl@kUiEx^FiE;iQz+wd|qIvS7Srlt=Bd_#z?x|Mf>
z&U_%VNIU{_Zxa|B{4Grv)o@QBT1`N8%VKY-3!-<a;a(w&GAK$5%nQ%?beINiKLl?-
z5Ss-awM9Tc0E`xp)$#)96U@`poajz?C6gX^`aJ+qi`!Uo6~v<ZGev8HFE0QtUPnjm
z`K|f^j2|E=X`^|Ur<4@3J!k}HLBUaw7qZ7^M?o@yUuj5C^I6FOq3Q0;*z~IhLZA}a
z3gS24-}tMS?#z16>s?-+R$Pu?r?<QWcaN~ZjB<q`tD@y$MMkKXxWM&ohl_fwzmPc`
z&QnCruS9y}kSx|On}U^8?Fg2rherlqbr|#yk=jO}`iG!PQpK=H($MQ43kLP>ap&hh
z%Ug3Kb!YTu$9HtVly};-_5R0-1!m+HDov9fM2~Pg`ZAMgcWg@@`pyR)IZyylIl4!s
zJ-X>=&cDL9F{!$_?=zsoyx!=-jM4KDoUNbpD>VZGRzBKK5FASyACQ~#|9O`X&w6eR
zoP@b_i;yFB{(Q%K^D(Hr0LYEY)7v8zG-&TWf`_82D30}g!+yxQes-cI&>tD^kW1rn
zG^o9B@Nvp=)}^JF6+cdn?Rzu00eR{pwH|u!nLXI5m~`crJhZj71^hp(hOVbq871!U
z@@mj)z})nn5A>eA@16E0_;fT2hOk4o7QX2NlkXcvxuug}g87Z5h<)34BE5Q~VpXXf
z_shhWR`sz)PbdENyGJwD<kGcIFd!t~mPf%1=z_|4A`{S@OBNa-frmjf^+dIs>$v9b
z&S}hR{+K26%TohT1s=~iEt6>w>tFq-vamU%`GsH4)ZhYyOjbc4_kMvXVBp}Q3=lJ*
z!UzC+S=M#CH@@AoRz++NMQPCbdAB(G6ciNv%u>TtgY@@i?iihxR<vlB)R)WsI{iKE
zDrnw}_t&#|8exIjf@J(dY>_<M?EsK)foj^)og%oa`dKfaXWkPWdw=ssd2o(yVYA1E
zc6kRYmj956YxCQ*p#4ubaOa-i*^gW;dbjBb`UWL^Ex)In3`|oYL>1)c=NA;1ffz7=
zj+K>_3mE<^Mlf>5fD*Y8>$i}Q5Lkfx4BLx}*gx-$Y62zWeznafu-<j%AwH_Sh2g+M
zc=uo^3<FO$aY7D^i=D_r(`i8v!Z+zl52RRaddw(ST4bn4?$jE|EB(PW%h>FI(Z*Rj
zmBQt}9z3chO#b1*=<O^h#Q=0#VSJF2090>pJ#l%zN->}-zW|w1Mn9MZ2mnkJ`5K-+
zP0a|p`$d3>$r4tQl0DFGFMS~n2D^`O4gjg67o|7c0M3pyrw5}NCOaF=NKtW^`OxKy
ziHid%Ya4hWcW%bc<#8xxxHMftDh#+bN*Wp(Mn+e2mhCj^!gb0x$jaJi&p<lG^f)9-
zW2_$=sEhoQxM-`1&G@A(^{3+c8^x*gb{Z$A^J=<hy4{b1r1lW*0Gxy@^MUdAHxLZ9
zll9dQk)&FoN3d#e5{sLMlvUTw=>i%tGfQVX6n88=GC3cq?rcW&r_ScFFhV%>iJP3<
z(>gBX>wX&wOZ2?<x=wmUsLW65a;>~)dUPe65T|F}+QGfx{XURN7{4%DAmNQ=8)<O2
z{+ywnDPk!ay^Tx{RB#~mD_89D>qlmQ(P95>;e>zxl_9dLot&J2>M#saI~yAth<dYe
z$*}gOrrI}xz6?BY8{`sf*8SxgD!UpVA0JH1`!E?=0{`5J^+GbN`}+?L4xT=J3cAcj
z$fF)<p<-$}#?y=chOp&4-*OHy`{0f(fKR>;WTZg)mYMkwdB{n0atoBVQhGCBt>gc*
z*<kkk^ibyr2E8L@S5HsGvuCF#CkU5WKM)Jr3G$y20-Qb!y*Ne+iaM(<+);jBURPM=
zH}furhle@oP2h-9e8^MdqFuRy%u0|k>gU{D4vu0FrT+b8vqYSgl~qK<2TlXHbC<Cq
zEmhUnrj2(Hm%Av<fkXM0xwfF7!RZw818?}ht}Q3Fa&k!5WPr7UHi!%IeXtX7wxOs<
z162g*#uJs6vYtpa`dNtjx1V%BXRMHb1*H+zYH&{<bMGofc1zjWi{Q}^-q{V=fT!vM
zF;x!~1Xx(|peAh&j27@VMTYWh5!mwVGRuDhBJ9q$nnHk2!TZ(80%VRqRV&nkd7BSL
zLQt<%S64$~h7{z7@%nvj4FaH${g9NP4gVA<{QuhDN2V&-B9J$Hum=DlXv&K{T2X=o
z4^lGlM%WG@bb~VA0ZdGzCJmsn0K4lBI86YZ2E<T2K>CI;U^mncb~J@RABEF$i^KqT
z`s`QM<vabdbk1(%xLROHk-D;*3j)*4U=Y0y;R3$mK|KYL66CztSXt>o(hDBk<}Y}%
z0U*i-V+;v}CLqv9{T5q%EA!>cm+9$#i|rU{D#5uVRn)a$k)E2G3iJA}A*2ZVkGI`-
zYWjj6B^7bfQc_OBaDzz=2}Zrs<e+cSO~Xp59ATihKqNi=39O>L+*}A8x}Zt@;ll^m
z9H$PGkdT0%{aBtNA!N~Numl+WW*vf?9dm;90{M*ESR}nAm94V!(}^J~gJsSEbv60_
zJFU}Z^EH9AGB_}RV2oK!D`_dAa#{gSTZ%LQ^?`_$jmg0<eK*U0M|5=sdIVk@BVEWG
zcV?Nv0>zAyj7;|cr2Wcg;IYVHL6Z6wcBVXcK~Mj!82<((e9=G-1+)BRR`_iMBmrQ*
zfE-~BFSnK$7T_*GDa6F=G3XY+KwN{=t-jm<Cgi8y-pZ^aofZ(>QN_#JaywYp+UnlV
za@8<vc(LW4_?e<l7X~;^8ytx}`X$x^gg~&?fT<Mz?Af#Ma2T{mdKXZQC$bI9d|^Hq
zJ~<Hc|NZdr<aDdT+REyT4l*93TK9KlU|^I$dc!lCg_K;pfK0*p2tYF1kf)Tr0Vfim
zhUr9fJAg|sHGlud{;t?oc#Ayu8|4%f9Ql@(ml1bPxmE@E*C$&q5Y#81d0Rcwnkc?r
z^*dgS0FM-{bsEib7(GSQ+`xL;lIBkb-7k2}>OgY?5DvdmOkq-9PE}PEZuFoIWa40T
z(3rfL28-r4ViFR&QpCZ};LGV>G!vazgbWYa%0;0*@dRQ)dd!75C|-T3VGwr7JTa|p
z`%NYgCKhy9Y94qnteBp-A!*ST0%O}@JMD4~;zW9anV|If<Qd%-_?_1hOe36*mSTA4
z9)0FMntA+uF5ENkYf_Mh{rpPHECv1L#XCq0P_oaON+K*c)YLLX_yh$Ht9lszKthsK
z4Wq0EwoK+{OO&wT*=M}ijR43R=Tuq(d2)$fX@SfD%qvdaWAl%HAUK{MFF#LGBLABC
z=kl;3ST9+p2iSYy+TrTQAQ2#P{kq(+J4DT&Eq``^qXNS_-`61?ve4FFgW^C60M4B!
z5XZu6VP%y3^P?szDvF%z!lUX4;=;IMjS2XlTx4WrnZrs0yAzOYf_;_AU`^2JM&ST&
zJa7TqPu#^ZIHG~F^ga4@`WWou#vx_`HVmeju)~O)kvmjZK-i-7WbM=D>fFDzfQ+OQ
zM!)qO_$ns@WPM|g#+o5fF5p9qBr<XLTnQ4GhZM<CbYSXt<+CJ<q-n(M?Ix~q?d%P%
z(9-GIcgTJktW&>oia4aXCIVWbTVT?Ta0-?h+$%~LH|IxQC6sh(QNOwxl_J%pjN^=j
zxN}NcRK^?$sK9P{E=)pjt5G*B!lF!hTKxC>=kq3aE2U*M>MQq&ZrV+i3AxOGK8Jc)
zG%P`lv}#S2UaF&I+=Yh1ILI0c>tnqXDah7LDuib}UYR+KmmId^@fOKOjWO7m#lbt`
zJO@$UFRbSfgTKRyy{RemIIZQP^SW%8<R3KK2W1dc*oPoIDuye*HBV_B8G<*;AQ@!J
zq_)gXlzzaaG7OPhO<i5c-QZp>>zGJ%eDuI?GBQ8Vl5n4Pt}mW`d@A_ax&l4PE#fM5
zu3Xuj;>*o}&GG(b2!18S#_^BpPdX$oPrj(s^u1WS3swCyh{>`}%JPp8ls;x1wk?BP
zH6Xd`?(SXyPZRM}L*m5dqjwH_dD1(AuKUfLS28Y2wx;kb*yq5};8U$4`>sj+i+2XB
z&Pl=K7iF}O!Q(0v(Hv}S1wdkfLIA%rI~4ll#b48eK*Su2w?;0_a|Y>0D0X&sTY3-X
ztj@<Fr!(_iC4XB1@r%Q^@v2^tj-2l4I0r&SA(>@g57I+=SUNPD>xUd*<7ujAbUse1
zaVN)O?an&Piu$0z7s)Klobsg|rX|kEjVy5ZfEQOEt+8QH5q_~PJRgu}@T!zsF>v~W
z^mlhyzQ+~2Ouk2#4s_5+JX(o#oVB#H)VKU$RO(Y|8!pqMwfBuPj8NiO>Rb29iuw7b
zLGtnw!zQmXqsrFvZCCx1S~2IJm%hvoV9GKzr??m&m3<ysp3kEH^`qoQ(0iZLPK}yD
z)7ph@C_9Xu<`qx~GC5fPx>fMoYI`4ya4O;cL!91@p;e-N4Zb`IE|ul$-+{<5IIgZL
z;^77CzuMZ`2nIi;gz-n$zl7=hug<PK9Llwg<5W5-PDO=E>XZ=K1}S?|B$J&)$8PL<
z#Eg`bEJs<g3_02NK9oTjgcD<*v7JGYeJ3)8neTp`<?3A5_t*C)*Kp1IzR!E#zvX#;
zH+CvBfje5xxo?p^%p4Mt@)|A5s}<jZP48|OigMr3_a2o;YZ&uH>a6NX-ijju&Ngev
zCgWpcGg4qSfNoVbrqk?5;h|9VcQMfU&7$aGt&vSxAEwXA$dEm$4`;h-I#8R9{BEQ)
zWo1dp*Fa-|bc^HkCJVGbA?qYC49*!T!nAN-+&di|BY}L{j<|O19t?V1$t+dUmb&q=
z*hhQg-a=cnEDn2lx>0xSVzm3(Z04y%`$i$9uhc$vHnx0|v;Px^<zDzmwI2ew0SAvO
zs^;pl@RFc1Q7OeITmmpFMxt?qkID)PW|`L8&?rl9oi}5cvG$fgAc&Ot&h+SvnbSio
zXidtD&$OjBU=K!#S8e+=kNaQ##RoDwYUqOtv!d~l$*z@C=W(>BZQ0Dt31v7SeJIe}
zD4oiq4brigCVmYBvaDNE#trSl`dMeOqN39eZ>e^gtC@QPy1J=F?kDJNxM5fLc|7M-
z1Dwvx6hZnK6jziY%1_#fZsC;t@z?MwUjZ(s^{h04xyk%5J*Qt<;RzfAW3M_-=AO6&
z(}xT@d7^99NA|S-Zk~MmJ?Z+U=3C20gL*UB19#Je>g;vt*O|Xn$)MDweS>PeZ*H_m
zSF!hsCM+=qI%Huq!otE}6*8;=vrA7~AC7F1PWWVJWH{8D0K<R^!jHmmA3Qkfs(=yh
z9?#f!t*Sc9Zs7zhsAC|L_;!I<4lQC@zT|I&8Kt+I2<s3n;T0A5Cgzl8-XR-i@1=m|
zEVT|GM$jIL`HIIXM&+cXy#RiT8}GaoC6yZz-xxUZM98&f%Qt^FK+~+=5al2nR};fN
z*{NRis%Q9vXC+p?KOVP*K?q0>S1T4bDyKnbUJVn#zKDrQ=dlfd=A}Pne8GIDeZn6v
zTF?K80+KO5`pZ5pUa1e8ED_5@VDnF<W)7gei2AyUwv}LiTJs&=t6^n}wLRYI04V}c
zl-6|G#u}Cc+EO={0_PN%HH8_TamfQ3WV$Ck=BYAs<7VBYVYDLlB2al$twVN|`{$5K
zpdZfSHWCPaR=j!ZmD%+&!u&vai#m%epb2hnZb+XJs?xQx8VUL~m_07&LPDy|0puvJ
zusl-JH4HcsRAw%fcR2fMh_DMk79k8SNVrnvTb3Mh)HIFezD3Fnp_^cdX-}|>-vB4$
zYaYilZKhkz*3{aK);5AY2!7>96f|-3gb7l0ftB86KR>s^kXkrjGDFU_W?ql=04-t4
z2il?dXtJ$QV#~aKEUF+v0p^6QSXUdTtWqZ7U3PXZSbl<`BO;<b@I=Eo<EAFaR);O`
z`R0TaW;YLEc#fIYz*)7GZ67^0!DNd12s|N(x%A8N_so`}0|yKs%Dp_a8X90)&|2c^
z${5!?s7<C~R&eME-D6lEF1&)tH<~fAut??POM^xZ9ggf^xR`{4n?Nkh=O6;kp5Mh2
zket?{NCdQh9EBlUE7M!y_4xf%^dxsbmhoIWg&!b0oZ9t1ZoYV>JET<qbq;ha+}4cc
z?QkN{{(xhWRu5awVd;MiCuw-TuYXgPBVT=Y$*N^(caZ>gz4q%-X}buE+gR*18kNfJ
z!ZCQf$6Xb$ccP4A7aXK5lAp;>M;GR~L6a>XGQhp5kFd*#Zug`PImd~XV~q373YVE%
zvp8(B!pf(qUpr3F_jf!98_rBxe0aF`xPrU7;^@YJ2`CG|B)Yo0hk+U<SYl1tSts5Z
z@)xdli}f&9v|9!$&*-KGg8qE|{rX5py1Jd5q;8NKh%M$qYi{T8@*ZmUB3t4SQ;6H!
zkaeASKTYZZZU3pm<9<4%-H-eql{P1zafcRf531c6ss7met9hk1E0%ah<>s^S@RT+`
zV!#VLNW)hkJLhq9w4AcA&4tuEn}Cra>~3Y8Z2B~Vt$>yfdhe}7Q=$GmiR2gr!<jPa
z7F4ywXa89#KHE>?{wjV>^R}p<psJ&JrdX*6c_KGEHA%r|8f=`_bs!eUWu0Hdo0hwJ
z&AbXjIrl`|cBPnYK^tK}$-L?ICA?IYMEN8x=a}q2)h)?X3|uea?dBBYkZArn=>{;m
zIBc5#IInaoD2zFq`G>+shLmoPix@2O%M@&V6llklk7l<k2nn4J`XlDP?v^(Xk>;iR
z4rLh9B%~BLKbvVkYP`66azv_E%}JjeFY7UKIUya+$v6&_<tAm8WjY?z6Brw6S7w^)
zD1S%Z){0|eW65NL@)8HVje}LHt>*fLK}`tlxg_Gx!st$8*c4q$m4H+JywWM`!nH}#
zgK(lVS*R9Cd&2J4hx5*Hv9Qo7F5(wtWuj=dC-CD8#<v;)$N_)Em~+GNU%FcoR0vU4
zhM;4y1ul(f;CUeu!E*3?^<o`Bky%yXsuUR?wnEOx6;SqPxcx!M0`$v=*kYW=6ilL=
z@>+}69io~W^H9RR7{S&lAJ|0G`a|ZPt|t`-s{ETlHBX_<S*jDtK!MI$FYq9ZHGwGG
zeROpQ*stnA%knagFU^@SzYqtC8Pqv_0MQW<5fBsVZ&IIBk>yx~?@4<Y8Y*mU0JFIO
zq$a)Zq43xj2Ik8-WWAJgNND?dDE02hk1ZYxWoLdn6yDco(&B;lg*ww30r+N>mUpF)
z;YaldGm|OX%U1~C9HWY6d)u7eSL^qI^ZiO_jH6ro@bZYXD4lcfLT5gutuXAc7_}(f
z%Yrsr7fO9xrOp}Xhd~$DT<i`1Tqi@7R~{$?m0{o_GW4&?*M)MQ5<Is2Np5Z@$2&nm
z!2wpWrp7}&JehL@V44Fj=EN)`<uMjhov*?ma{mml!gKVJJ4yFBl$MXdlXU+)F)ws&
z_PK#{9Z+K}cl&|_P#U=ueh}YS=lGb{Jsr4F8KklVBD5jH5JlSj;NhRXTrvGF>(`=5
zEMA$}KlF$ab88D9aw?_uy|?_z^{WndD3}I1w}@R+zy5oy@AH{(*#(#?3Az`Ltqsa7
z*Qy|9&(KCu5Dgk8U&dhnd~Uqdm<`I>=Wj|a8k((Qd9OjMCVo_@9%z!;>A3iKqe*qA
zg~}Om!=i#NbZ@PQ8wq5?o?Ln7I2<L<*tK)nXphBD+cccAH>2^T8oQ&VFIJ`UHHIQW
zNxW7AS6cC#CvR{u@V9%U+xVj@i7?eFk|v4RqC{yniQwfz(2fwr1HI!rSM}eTS;m(B
zyPacSzPy-t-2#X6pZYvU{v0i3yn2zy^6BJ1NZX6H-|aA1aBU>gbr`C3^{Pb8=sx)5
zU4BFdL!@#6AgB;`u~5Boqum-*SAS@6puU4jihKok9W<hD88qzU;;I2Ho-$Z$sq9m;
zF`aLR2EW3=AqU7FAbKEJUJdqnx_AY!1hq!PLPHC|(*8<nX-QVR_husp2U`ZTnzk?M
zx<N2&YzV~5d>h8$;1z)dudAh%2kZGC7_)<&y%>Im?R@Ynk*{IpkpSHRD?J5a!{A{L
zncGi?3FtVA4>jE?HyrW!@e2sPghmNC)disv4XQhjs0inv)760H!Q{=H`Nl~8{3;Nu
z?K(g=qS!;500Q8pq7tl7Bwr4;4&p6BWH4CZ5<v$J9$bJL3-uDjN$<&y&tM24eIMcA
z-0X1QEHcglVef^Y42ZsX4G|rP$KcO33c(??%mfQQi90GrMn<4lLO1Dw`T%PV1WVv>
zIggyL@GAx0g<ksSKVv--d|1r%Kadlv12Ri4*e$-kpf8r<7g&q*GQ%yPZaIC+1-}+N
z4k4YSGAKfT<)e6|#~*Mhq1&OVmpS))f;qH(XZ65)CO%bDS6>a7>_`VGM>j>j)7Ak(
z(UW9dl44`MAr1v8+wGu_Ey0}6iHV7~4xJ}Kj@fA=omJ<q1;!g@8i=%v@YWNp58MCq
z=y$4^HylV57cT-a7Owt=t}b+2{0iE%<j#FHx2so?0bi@bTl8;`MGKud7v6aw4X__U
z;??P&f8NU{lLP8KgTY85gI-awgAaL5W8c5>Cr_OcdrAFkw^5UbB2Ve)tZ->E_cX)`
zYt}1;v#_u}xOQ390FeHg_3KOe6k{Ii$fIC4N=-tr5a==F6Agcof;021yFU5AcsdOM
z7%bHc{YBUt4FY76oEzfov7A<8LH1w#Ycs-q{tgIJxjWe**s}DKoofQ}fcB=c?V|=i
zd;YxsSXWmUqTjJ_?zr=5myB~?31Hg4#4}<$TulWlz#zkd--nR5Yx8`{NdzPQU)vyf
z&aud)fWtA^-hN(Gv;}E$i_#)Q;=Z$R?_q^cgXxlld^;jI*VN!V`RyGTDgSJzK<xGA
z=4LG&ok1X*;CvxMFN<wB?EL72Um&Sf`}a#)eb|lgCzV7nNG!+@NCbsE5=M4{S%y6K
zZ5OIKAL5A+JxamT({uakZ6}y;|CmfIl!z33Y8Uc2eqaea99FI>`gnU^$2E-`my6Wy
Gg!~r;l<+A4

diff --git a/sentience/agent_runtime.py b/sentience/agent_runtime.py
index 168659e..ed8d8c1 100644
--- a/sentience/agent_runtime.py
+++ b/sentience/agent_runtime.py
@@ -2,7 +2,7 @@
 Agent runtime for verification loop support.
 
 This module provides a thin runtime wrapper that combines:
-1. Browser session management
+1. Browser session management (via BrowserBackendV0 protocol)
 2. Snapshot/query helpers
 3. Tracer for event emission
 4. Assertion/verification methods
@@ -10,29 +10,55 @@
 The AgentRuntime is designed to be used in agent verification loops where
 you need to repeatedly take snapshots, execute actions, and verify results.
 
-Example usage:
-    from sentience import AsyncSentienceBrowser
+Example usage with browser-use:
+    from browser_use import BrowserSession, BrowserProfile
+    from sentience import get_extension_dir
+    from sentience.backends import BrowserUseAdapter
     from sentience.agent_runtime import AgentRuntime
     from sentience.verification import url_matches, exists
     from sentience.tracing import Tracer, JsonlTraceSink
 
+    # Setup browser-use with Sentience extension
+    profile = BrowserProfile(args=[f"--load-extension={get_extension_dir()}"])
+    session = BrowserSession(browser_profile=profile)
+    await session.start()
+
+    # Create adapter and backend
+    adapter = BrowserUseAdapter(session)
+    backend = await adapter.create_backend()
+
+    # Navigate using browser-use
+    page = await session.get_current_page()
+    await page.goto("https://example.com")
+
+    # Create runtime with backend
+    sink = JsonlTraceSink("trace.jsonl")
+    tracer = Tracer(run_id="test-run", sink=sink)
+    runtime = AgentRuntime(backend=backend, tracer=tracer)
+
+    # Take snapshot and run assertions
+    await runtime.snapshot()
+    runtime.assert_(url_matches(r"example\\.com"), label="on_homepage")
+    runtime.assert_(exists("role=button"), label="has_buttons")
+
+    # Check if task is done
+    if runtime.assert_done(exists("text~'Success'"), label="task_complete"):
+        print("Task completed!")
+
+Example usage with AsyncSentienceBrowser (backward compatible):
+    from sentience import AsyncSentienceBrowser
+    from sentience.agent_runtime import AgentRuntime
+
     async with AsyncSentienceBrowser() as browser:
         page = await browser.new_page()
         await page.goto("https://example.com")
 
-        sink = JsonlTraceSink("trace.jsonl")
-        tracer = Tracer(run_id="test-run", sink=sink)
-
-        runtime = AgentRuntime(browser=browser, page=page, tracer=tracer)
-
-        # Take snapshot and run assertions
+        runtime = await AgentRuntime.from_sentience_browser(
+            browser=browser,
+            page=page,
+            tracer=tracer,
+        )
         await runtime.snapshot()
-        runtime.assert_(url_matches(r"example\\.com"), label="on_homepage")
-        runtime.assert_(exists("role=button"), label="has_buttons")
-
-        # Check if task is done
-        if runtime.assert_done(exists("text~'Success'"), label="task_complete"):
-            print("Task completed!")
 """
 
 from __future__ import annotations
@@ -40,13 +66,14 @@
 import uuid
 from typing import TYPE_CHECKING, Any
 
-from .verification import AssertContext, AssertOutcome, Predicate
+from .models import Snapshot, SnapshotOptions
+from .verification import AssertContext, Predicate
 
 if TYPE_CHECKING:
     from playwright.async_api import Page
 
+    from .backends.protocol_v0 import BrowserBackendV0
     from .browser import AsyncSentienceBrowser
-    from .models import Snapshot
     from .tracing import Tracer
 
 
@@ -63,8 +90,7 @@ class AgentRuntime:
     to the tracer for Studio timeline display.
 
     Attributes:
-        browser: AsyncSentienceBrowser instance
-        page: Playwright Page instance
+        backend: BrowserBackendV0 instance for browser operations
         tracer: Tracer for event emission
         step_id: Current step identifier
         step_index: Current step index (0-based)
@@ -73,22 +99,34 @@ class AgentRuntime:
 
     def __init__(
         self,
-        browser: AsyncSentienceBrowser,
-        page: Page,
+        backend: BrowserBackendV0,
         tracer: Tracer,
+        snapshot_options: SnapshotOptions | None = None,
+        sentience_api_key: str | None = None,
     ):
         """
-        Initialize agent runtime.
+        Initialize agent runtime with any BrowserBackendV0-compatible browser.
 
         Args:
-            browser: AsyncSentienceBrowser instance for taking snapshots
-            page: Playwright Page for browser interaction
+            backend: Any browser implementing BrowserBackendV0 protocol.
+                     Examples:
+                     - CDPBackendV0 (for browser-use via BrowserUseAdapter)
+                     - PlaywrightBackend (future, for direct Playwright)
             tracer: Tracer for emitting verification events
+            snapshot_options: Default options for snapshots
+            sentience_api_key: API key for Pro/Enterprise tier (enables Gateway refinement)
         """
-        self.browser = browser
-        self.page = page
+        self.backend = backend
         self.tracer = tracer
 
+        # Build default snapshot options with API key if provided
+        default_opts = snapshot_options or SnapshotOptions()
+        if sentience_api_key:
+            default_opts.sentience_api_key = sentience_api_key
+            if default_opts.use_api is None:
+                default_opts.use_api = True
+        self._snapshot_options = default_opts
+
         # Step tracking
         self.step_id: str | None = None
         self.step_index: int = 0
@@ -96,6 +134,9 @@ def __init__(
         # Snapshot state
         self.last_snapshot: Snapshot | None = None
 
+        # Cached URL (updated on snapshot or explicit get_url call)
+        self._cached_url: str | None = None
+
         # Assertions accumulated during current step
         self._assertions_this_step: list[dict[str, Any]] = []
 
@@ -103,6 +144,45 @@ def __init__(
         self._task_done: bool = False
         self._task_done_label: str | None = None
 
+    @classmethod
+    async def from_sentience_browser(
+        cls,
+        browser: AsyncSentienceBrowser,
+        page: Page,
+        tracer: Tracer,
+        snapshot_options: SnapshotOptions | None = None,
+        sentience_api_key: str | None = None,
+    ) -> AgentRuntime:
+        """
+        Create AgentRuntime from AsyncSentienceBrowser (backward compatibility).
+
+        This factory method wraps an AsyncSentienceBrowser + Page combination
+        into the new BrowserBackendV0-based AgentRuntime.
+
+        Args:
+            browser: AsyncSentienceBrowser instance
+            page: Playwright Page for browser interaction
+            tracer: Tracer for emitting verification events
+            snapshot_options: Default options for snapshots
+            sentience_api_key: API key for Pro/Enterprise tier
+
+        Returns:
+            AgentRuntime instance
+        """
+        from .backends.playwright_backend import PlaywrightBackend
+
+        backend = PlaywrightBackend(page)
+        runtime = cls(
+            backend=backend,
+            tracer=tracer,
+            snapshot_options=snapshot_options,
+            sentience_api_key=sentience_api_key,
+        )
+        # Store browser reference for snapshot() to use
+        runtime._legacy_browser = browser
+        runtime._legacy_page = page
+        return runtime
+
     def _ctx(self) -> AssertContext:
         """
         Build assertion context from current state.
@@ -113,8 +193,8 @@ def _ctx(self) -> AssertContext:
         url = None
         if self.last_snapshot is not None:
             url = self.last_snapshot.url
-        elif self.page:
-            url = self.page.url
+        elif self._cached_url:
+            url = self._cached_url
 
         return AssertContext(
             snapshot=self.last_snapshot,
@@ -122,19 +202,48 @@ def _ctx(self) -> AssertContext:
             step_id=self.step_id,
         )
 
-    async def snapshot(self, **kwargs) -> Snapshot:
+    async def get_url(self) -> str:
+        """
+        Get current page URL.
+
+        Returns:
+            Current page URL
+        """
+        url = await self.backend.get_url()
+        self._cached_url = url
+        return url
+
+    async def snapshot(self, **kwargs: Any) -> Snapshot:
         """
         Take a snapshot of the current page state.
 
         This updates last_snapshot which is used as context for assertions.
 
         Args:
-            **kwargs: Passed through to browser.snapshot()
+            **kwargs: Override default snapshot options for this call.
+                     Common options:
+                     - limit: Maximum elements to return
+                     - goal: Task goal for ordinal support
+                     - screenshot: Include screenshot
+                     - show_overlay: Show visual overlay
 
         Returns:
             Snapshot of current page state
         """
-        self.last_snapshot = await self.browser.snapshot(self.page, **kwargs)
+        # Check if using legacy browser (backward compat)
+        if hasattr(self, "_legacy_browser") and hasattr(self, "_legacy_page"):
+            self.last_snapshot = await self._legacy_browser.snapshot(self._legacy_page, **kwargs)
+            return self.last_snapshot
+
+        # Use backend-agnostic snapshot
+        from .backends.snapshot import snapshot as backend_snapshot
+
+        # Merge default options with call-specific kwargs
+        options_dict = self._snapshot_options.model_dump(exclude_none=True)
+        options_dict.update(kwargs)
+        options = SnapshotOptions(**options_dict)
+
+        self.last_snapshot = await backend_snapshot(self.backend, options=options)
         return self.last_snapshot
 
     def begin_step(self, goal: str, step_index: int | None = None) -> str:
diff --git a/sentience/backends/cdp_backend.py b/sentience/backends/cdp_backend.py
index 1061e1a..4d9d7ba 100644
--- a/sentience/backends/cdp_backend.py
+++ b/sentience/backends/cdp_backend.py
@@ -386,3 +386,8 @@ async def wait_ready_state(
 
             # Poll every 100ms
             await asyncio.sleep(0.1)
+
+    async def get_url(self) -> str:
+        """Get current page URL."""
+        result = await self.eval("window.location.href")
+        return result if result else ""
diff --git a/sentience/backends/playwright_backend.py b/sentience/backends/playwright_backend.py
index 719561a..e589c93 100644
--- a/sentience/backends/playwright_backend.py
+++ b/sentience/backends/playwright_backend.py
@@ -185,6 +185,10 @@ async def wait_ready_state(
 
             await asyncio.sleep(0.1)
 
+    async def get_url(self) -> str:
+        """Get current page URL."""
+        return self._page.url
+
 
 # Verify protocol compliance at import time
 assert isinstance(PlaywrightBackend.__new__(PlaywrightBackend), BrowserBackendV0)
diff --git a/sentience/backends/protocol_v0.py b/sentience/backends/protocol_v0.py
index 2ac86cc..763647d 100644
--- a/sentience/backends/protocol_v0.py
+++ b/sentience/backends/protocol_v0.py
@@ -205,3 +205,12 @@ async def wait_ready_state(
             TimeoutError: If state not reached within timeout
         """
         ...
+
+    async def get_url(self) -> str:
+        """
+        Get current page URL.
+
+        Returns:
+            Current page URL (window.location.href)
+        """
+        ...
diff --git a/sentience/extension/background.js b/sentience/extension/background.js
index 2923f55..aff49b0 100644
--- a/sentience/extension/background.js
+++ b/sentience/extension/background.js
@@ -28,14 +28,14 @@ async function handleSnapshotProcessing(rawData, options = {}) {
     const startTime = performance.now();
     try {
         if (!Array.isArray(rawData)) throw new Error("rawData must be an array");
-        if (rawData.length > 1e4 && (rawData = rawData.slice(0, 1e4)), await initWASM(), 
+        if (rawData.length > 1e4 && (rawData = rawData.slice(0, 1e4)), await initWASM(),
         !wasmReady) throw new Error("WASM module not initialized");
         let analyzedElements, prunedRawData;
         try {
             const wasmPromise = new Promise((resolve, reject) => {
                 try {
                     let result;
-                    result = options.limit || options.filter ? analyze_page_with_options(rawData, options) : analyze_page(rawData), 
+                    result = options.limit || options.filter ? analyze_page_with_options(rawData, options) : analyze_page(rawData),
                     resolve(result);
                 } catch (e) {
                     reject(e);
@@ -101,4 +101,4 @@ initWASM().catch(err => {}), chrome.runtime.onMessage.addListener((request, send
     event.preventDefault();
 }), self.addEventListener("unhandledrejection", event => {
     event.preventDefault();
-});
\ No newline at end of file
+});
diff --git a/sentience/extension/content.js b/sentience/extension/content.js
index e94cde1..9d5b3bf 100644
--- a/sentience/extension/content.js
+++ b/sentience/extension/content.js
@@ -82,7 +82,7 @@
                 if (!elements || !Array.isArray(elements)) return;
                 removeOverlay();
                 const host = document.createElement("div");
-                host.id = OVERLAY_HOST_ID, host.style.cssText = "\n        position: fixed !important;\n        top: 0 !important;\n        left: 0 !important;\n        width: 100vw !important;\n        height: 100vh !important;\n        pointer-events: none !important;\n        z-index: 2147483647 !important;\n        margin: 0 !important;\n        padding: 0 !important;\n    ", 
+                host.id = OVERLAY_HOST_ID, host.style.cssText = "\n        position: fixed !important;\n        top: 0 !important;\n        left: 0 !important;\n        width: 100vw !important;\n        height: 100vh !important;\n        pointer-events: none !important;\n        z-index: 2147483647 !important;\n        margin: 0 !important;\n        padding: 0 !important;\n    ",
                 document.body.appendChild(host);
                 const shadow = host.attachShadow({
                     mode: "closed"
@@ -94,15 +94,15 @@
                     let color;
                     color = isTarget ? "#FF0000" : isPrimary ? "#0066FF" : "#00FF00";
                     const importanceRatio = maxImportance > 0 ? importance / maxImportance : .5, borderOpacity = isTarget ? 1 : isPrimary ? .9 : Math.max(.4, .5 + .5 * importanceRatio), fillOpacity = .2 * borderOpacity, borderWidth = isTarget ? 2 : isPrimary ? 1.5 : Math.max(.5, Math.round(2 * importanceRatio)), hexOpacity = Math.round(255 * fillOpacity).toString(16).padStart(2, "0"), box = document.createElement("div");
-                    if (box.style.cssText = `\n            position: absolute;\n            left: ${bbox.x}px;\n            top: ${bbox.y}px;\n            width: ${bbox.width}px;\n            height: ${bbox.height}px;\n            border: ${borderWidth}px solid ${color};\n            background-color: ${color}${hexOpacity};\n            box-sizing: border-box;\n            opacity: ${borderOpacity};\n            pointer-events: none;\n        `, 
+                    if (box.style.cssText = `\n            position: absolute;\n            left: ${bbox.x}px;\n            top: ${bbox.y}px;\n            width: ${bbox.width}px;\n            height: ${bbox.height}px;\n            border: ${borderWidth}px solid ${color};\n            background-color: ${color}${hexOpacity};\n            box-sizing: border-box;\n            opacity: ${borderOpacity};\n            pointer-events: none;\n        `,
                     importance > 0 || isPrimary) {
                         const badge = document.createElement("span");
-                        badge.textContent = isPrimary ? `⭐${importance}` : `${importance}`, badge.style.cssText = `\n                position: absolute;\n                top: -18px;\n                left: 0;\n                background: ${color};\n                color: white;\n                font-size: 11px;\n                font-weight: bold;\n                padding: 2px 6px;\n                font-family: Arial, sans-serif;\n                border-radius: 3px;\n                opacity: 0.95;\n                white-space: nowrap;\n                pointer-events: none;\n            `, 
+                        badge.textContent = isPrimary ? `⭐${importance}` : `${importance}`, badge.style.cssText = `\n                position: absolute;\n                top: -18px;\n                left: 0;\n                background: ${color};\n                color: white;\n                font-size: 11px;\n                font-weight: bold;\n                padding: 2px 6px;\n                font-family: Arial, sans-serif;\n                border-radius: 3px;\n                opacity: 0.95;\n                white-space: nowrap;\n                pointer-events: none;\n            `,
                         box.appendChild(badge);
                     }
                     if (isTarget) {
                         const targetIndicator = document.createElement("span");
-                        targetIndicator.textContent = "🎯", targetIndicator.style.cssText = "\n                position: absolute;\n                top: -18px;\n                right: 0;\n                font-size: 16px;\n                pointer-events: none;\n            ", 
+                        targetIndicator.textContent = "🎯", targetIndicator.style.cssText = "\n                position: absolute;\n                top: -18px;\n                right: 0;\n                font-size: 16px;\n                pointer-events: none;\n            ",
                         box.appendChild(targetIndicator);
                     }
                     shadow.appendChild(box);
@@ -120,7 +120,7 @@
     let overlayTimeout = null;
     function removeOverlay() {
         const existing = document.getElementById(OVERLAY_HOST_ID);
-        existing && existing.remove(), overlayTimeout && (clearTimeout(overlayTimeout), 
+        existing && existing.remove(), overlayTimeout && (clearTimeout(overlayTimeout),
         overlayTimeout = null);
     }
-}();
\ No newline at end of file
+}();
diff --git a/sentience/extension/injected_api.js b/sentience/extension/injected_api.js
index f8c1ec1..983b4da 100644
--- a/sentience/extension/injected_api.js
+++ b/sentience/extension/injected_api.js
@@ -112,7 +112,7 @@
                     if (labelEl) {
                         let text = "";
                         try {
-                            if (text = (labelEl.innerText || "").trim(), !text && labelEl.textContent && (text = labelEl.textContent.trim()), 
+                            if (text = (labelEl.innerText || "").trim(), !text && labelEl.textContent && (text = labelEl.textContent.trim()),
                             !text && labelEl.getAttribute) {
                                 const ariaLabel = labelEl.getAttribute("aria-label");
                                 ariaLabel && (text = ariaLabel.trim());
@@ -281,7 +281,7 @@
                         });
                         const checkStable = () => {
                             const timeSinceLastChange = Date.now() - lastChange, totalWait = Date.now() - startTime;
-                            timeSinceLastChange >= quietPeriod || totalWait >= maxWait ? (observer.disconnect(), 
+                            timeSinceLastChange >= quietPeriod || totalWait >= maxWait ? (observer.disconnect(),
                             resolve()) : setTimeout(checkStable, 50);
                         };
                         checkStable();
@@ -301,7 +301,7 @@
                                 });
                                 const checkQuiet = () => {
                                     const timeSinceLastChange = Date.now() - lastChange, totalWait = Date.now() - startTime;
-                                    timeSinceLastChange >= quietPeriod || totalWait >= maxWait ? (quietObserver.disconnect(), 
+                                    timeSinceLastChange >= quietPeriod || totalWait >= maxWait ? (quietObserver.disconnect(),
                                     resolve()) : setTimeout(checkQuiet, 50);
                                 };
                                 checkQuiet();
@@ -468,8 +468,8 @@
                             const requestId = `iframe-${idx}-${Date.now()}`, timeout = setTimeout(() => {
                                 resolve(null);
                             }, 5e3), listener = event => {
-                                "SENTIENCE_IFRAME_SNAPSHOT_RESPONSE" === event.data?.type && event.data, "SENTIENCE_IFRAME_SNAPSHOT_RESPONSE" === event.data?.type && event.data?.requestId === requestId && (clearTimeout(timeout), 
-                                window.removeEventListener("message", listener), event.data.error ? resolve(null) : (event.data.snapshot, 
+                                "SENTIENCE_IFRAME_SNAPSHOT_RESPONSE" === event.data?.type && event.data, "SENTIENCE_IFRAME_SNAPSHOT_RESPONSE" === event.data?.type && event.data?.requestId === requestId && (clearTimeout(timeout),
+                                window.removeEventListener("message", listener), event.data.error ? resolve(null) : (event.data.snapshot,
                                 resolve({
                                     iframe: iframe,
                                     data: event.data.snapshot,
@@ -485,7 +485,7 @@
                                         ...options,
                                         collectIframes: !0
                                     }
-                                }, "*") : (clearTimeout(timeout), window.removeEventListener("message", listener), 
+                                }, "*") : (clearTimeout(timeout), window.removeEventListener("message", listener),
                                 resolve(null));
                             } catch (error) {
                                 clearTimeout(timeout), window.removeEventListener("message", listener), resolve(null);
@@ -535,7 +535,7 @@
                     }, 25e3), listener = e => {
                         if ("SENTIENCE_SNAPSHOT_RESULT" === e.data.type && e.data.requestId === requestId) {
                             if (resolved) return;
-                            resolved = !0, clearTimeout(timeout), window.removeEventListener("message", listener), 
+                            resolved = !0, clearTimeout(timeout), window.removeEventListener("message", listener),
                             e.data.error ? reject(new Error(e.data.error)) : resolve({
                                 elements: e.data.elements,
                                 raw_elements: e.data.raw_elements,
@@ -552,7 +552,7 @@
                             options: options
                         }, "*");
                     } catch (error) {
-                        resolved || (resolved = !0, clearTimeout(timeout), window.removeEventListener("message", listener), 
+                        resolved || (resolved = !0, clearTimeout(timeout), window.removeEventListener("message", listener),
                         reject(new Error(`Failed to send snapshot request: ${error.message}`)));
                     }
                 });
@@ -562,7 +562,7 @@
             options.screenshot && (screenshot = await function(options) {
                 return new Promise(resolve => {
                     const requestId = Math.random().toString(36).substring(7), listener = e => {
-                        "SENTIENCE_SCREENSHOT_RESULT" === e.data.type && e.data.requestId === requestId && (window.removeEventListener("message", listener), 
+                        "SENTIENCE_SCREENSHOT_RESULT" === e.data.type && e.data.requestId === requestId && (window.removeEventListener("message", listener),
                         resolve(e.data.screenshot));
                     };
                     window.addEventListener("message", listener), window.postMessage({
@@ -609,15 +609,15 @@
                 }
                 if (node.nodeType !== Node.ELEMENT_NODE) return;
                 const tag = node.tagName.toLowerCase();
-                if ("h1" === tag && (markdown += "\n# "), "h2" === tag && (markdown += "\n## "), 
-                "h3" === tag && (markdown += "\n### "), "li" === tag && (markdown += "\n- "), insideLink || "p" !== tag && "div" !== tag && "br" !== tag || (markdown += "\n"), 
-                "strong" !== tag && "b" !== tag || (markdown += "**"), "em" !== tag && "i" !== tag || (markdown += "_"), 
-                "a" === tag && (markdown += "[", insideLink = !0), node.shadowRoot ? Array.from(node.shadowRoot.childNodes).forEach(walk) : node.childNodes.forEach(walk), 
+                if ("h1" === tag && (markdown += "\n# "), "h2" === tag && (markdown += "\n## "),
+                "h3" === tag && (markdown += "\n### "), "li" === tag && (markdown += "\n- "), insideLink || "p" !== tag && "div" !== tag && "br" !== tag || (markdown += "\n"),
+                "strong" !== tag && "b" !== tag || (markdown += "**"), "em" !== tag && "i" !== tag || (markdown += "_"),
+                "a" === tag && (markdown += "[", insideLink = !0), node.shadowRoot ? Array.from(node.shadowRoot.childNodes).forEach(walk) : node.childNodes.forEach(walk),
                 "a" === tag) {
                     const href = node.getAttribute("href");
                     markdown += href ? `](${href})` : "]", insideLink = !1;
                 }
-                "strong" !== tag && "b" !== tag || (markdown += "**"), "em" !== tag && "i" !== tag || (markdown += "_"), 
+                "strong" !== tag && "b" !== tag || (markdown += "**"), "em" !== tag && "i" !== tag || (markdown += "_"),
                 insideLink || "h1" !== tag && "h2" !== tag && "h3" !== tag && "p" !== tag && "div" !== tag || (markdown += "\n");
             }(tempDiv), markdown.replace(/\n{3,}/g, "\n\n").trim();
         }(document.body) : function(root) {
@@ -630,7 +630,7 @@
                         const style = window.getComputedStyle(node);
                         if ("none" === style.display || "hidden" === style.visibility) return;
                         const isBlock = "block" === style.display || "flex" === style.display || "P" === node.tagName || "DIV" === node.tagName;
-                        isBlock && (text += " "), node.shadowRoot ? Array.from(node.shadowRoot.childNodes).forEach(walk) : node.childNodes.forEach(walk), 
+                        isBlock && (text += " "), node.shadowRoot ? Array.from(node.shadowRoot.childNodes).forEach(walk) : node.childNodes.forEach(walk),
                         isBlock && (text += "\n");
                     }
                 } else text += node.textContent;
@@ -729,25 +729,25 @@
     }
     function startRecording(options = {}) {
         const {highlightColor: highlightColor = "#ff0000", successColor: successColor = "#00ff00", autoDisableTimeout: autoDisableTimeout = 18e5, keyboardShortcut: keyboardShortcut = "Ctrl+Shift+I"} = options;
-        if (!window.sentience_registry || 0 === window.sentience_registry.length) return alert("Registry empty. Run `await window.sentience.snapshot()` first!"), 
+        if (!window.sentience_registry || 0 === window.sentience_registry.length) return alert("Registry empty. Run `await window.sentience.snapshot()` first!"),
         () => {};
         window.sentience_registry_map = new Map, window.sentience_registry.forEach((el, idx) => {
             el && window.sentience_registry_map.set(el, idx);
         });
         let highlightBox = document.getElementById("sentience-highlight-box");
-        highlightBox || (highlightBox = document.createElement("div"), highlightBox.id = "sentience-highlight-box", 
-        highlightBox.style.cssText = `\n            position: fixed;\n            pointer-events: none;\n            z-index: 2147483647;\n            border: 2px solid ${highlightColor};\n            background: rgba(255, 0, 0, 0.1);\n            display: none;\n            transition: all 0.1s ease;\n            box-sizing: border-box;\n        `, 
+        highlightBox || (highlightBox = document.createElement("div"), highlightBox.id = "sentience-highlight-box",
+        highlightBox.style.cssText = `\n            position: fixed;\n            pointer-events: none;\n            z-index: 2147483647;\n            border: 2px solid ${highlightColor};\n            background: rgba(255, 0, 0, 0.1);\n            display: none;\n            transition: all 0.1s ease;\n            box-sizing: border-box;\n        `,
         document.body.appendChild(highlightBox));
         let recordingIndicator = document.getElementById("sentience-recording-indicator");
-        recordingIndicator || (recordingIndicator = document.createElement("div"), recordingIndicator.id = "sentience-recording-indicator", 
-        recordingIndicator.style.cssText = `\n            position: fixed;\n            top: 0;\n            left: 0;\n            right: 0;\n            height: 3px;\n            background: ${highlightColor};\n            z-index: 2147483646;\n            pointer-events: none;\n        `, 
+        recordingIndicator || (recordingIndicator = document.createElement("div"), recordingIndicator.id = "sentience-recording-indicator",
+        recordingIndicator.style.cssText = `\n            position: fixed;\n            top: 0;\n            left: 0;\n            right: 0;\n            height: 3px;\n            background: ${highlightColor};\n            z-index: 2147483646;\n            pointer-events: none;\n        `,
         document.body.appendChild(recordingIndicator)), recordingIndicator.style.display = "block";
         const mouseOverHandler = e => {
             const el = e.target;
             if (!el || el === highlightBox || el === recordingIndicator) return;
             const rect = el.getBoundingClientRect();
-            highlightBox.style.display = "block", highlightBox.style.top = rect.top + window.scrollY + "px", 
-            highlightBox.style.left = rect.left + window.scrollX + "px", highlightBox.style.width = rect.width + "px", 
+            highlightBox.style.display = "block", highlightBox.style.top = rect.top + window.scrollY + "px",
+            highlightBox.style.left = rect.left + window.scrollX + "px", highlightBox.style.width = rect.width + "px",
             highlightBox.style.height = rect.height + "px";
         }, clickHandler = e => {
             e.preventDefault(), e.stopPropagation();
@@ -824,7 +824,7 @@
                 debug_snapshot: rawData
             }, jsonString = JSON.stringify(snippet, null, 2);
             navigator.clipboard.writeText(jsonString).then(() => {
-                highlightBox.style.border = `2px solid ${successColor}`, highlightBox.style.background = "rgba(0, 255, 0, 0.2)", 
+                highlightBox.style.border = `2px solid ${successColor}`, highlightBox.style.background = "rgba(0, 255, 0, 0.2)",
                 setTimeout(() => {
                     highlightBox.style.border = `2px solid ${highlightColor}`, highlightBox.style.background = "rgba(255, 0, 0, 0.1)";
                 }, 500);
@@ -834,15 +834,15 @@
         };
         let timeoutId = null;
         const stopRecording = () => {
-            document.removeEventListener("mouseover", mouseOverHandler, !0), document.removeEventListener("click", clickHandler, !0), 
-            document.removeEventListener("keydown", keyboardHandler, !0), timeoutId && (clearTimeout(timeoutId), 
-            timeoutId = null), highlightBox && (highlightBox.style.display = "none"), recordingIndicator && (recordingIndicator.style.display = "none"), 
+            document.removeEventListener("mouseover", mouseOverHandler, !0), document.removeEventListener("click", clickHandler, !0),
+            document.removeEventListener("keydown", keyboardHandler, !0), timeoutId && (clearTimeout(timeoutId),
+            timeoutId = null), highlightBox && (highlightBox.style.display = "none"), recordingIndicator && (recordingIndicator.style.display = "none"),
             window.sentience_registry_map && window.sentience_registry_map.clear(), window.sentience_stopRecording === stopRecording && delete window.sentience_stopRecording;
         }, keyboardHandler = e => {
-            (e.ctrlKey || e.metaKey) && e.shiftKey && "I" === e.key && (e.preventDefault(), 
+            (e.ctrlKey || e.metaKey) && e.shiftKey && "I" === e.key && (e.preventDefault(),
             stopRecording());
         };
-        return document.addEventListener("mouseover", mouseOverHandler, !0), document.addEventListener("click", clickHandler, !0), 
+        return document.addEventListener("mouseover", mouseOverHandler, !0), document.addEventListener("click", clickHandler, !0),
         document.addEventListener("keydown", keyboardHandler, !0), autoDisableTimeout > 0 && (timeoutId = setTimeout(() => {
             stopRecording();
         }, autoDisableTimeout)), window.sentience_stopRecording = stopRecording, stopRecording;
@@ -902,4 +902,4 @@
             }
         }), window.sentience_iframe_handler_setup = !0));
     })();
-}();
\ No newline at end of file
+}();
diff --git a/sentience/extension/pkg/sentience_core.js b/sentience/extension/pkg/sentience_core.js
index ecba479..2696a64 100644
--- a/sentience/extension/pkg/sentience_core.js
+++ b/sentience/extension/pkg/sentience_core.js
@@ -47,7 +47,7 @@ function getArrayU8FromWasm0(ptr, len) {
 let cachedDataViewMemory0 = null;
 
 function getDataViewMemory0() {
-    return (null === cachedDataViewMemory0 || !0 === cachedDataViewMemory0.buffer.detached || void 0 === cachedDataViewMemory0.buffer.detached && cachedDataViewMemory0.buffer !== wasm.memory.buffer) && (cachedDataViewMemory0 = new DataView(wasm.memory.buffer)), 
+    return (null === cachedDataViewMemory0 || !0 === cachedDataViewMemory0.buffer.detached || void 0 === cachedDataViewMemory0.buffer.detached && cachedDataViewMemory0.buffer !== wasm.memory.buffer) && (cachedDataViewMemory0 = new DataView(wasm.memory.buffer)),
     cachedDataViewMemory0;
 }
 
@@ -58,7 +58,7 @@ function getStringFromWasm0(ptr, len) {
 let cachedUint8ArrayMemory0 = null;
 
 function getUint8ArrayMemory0() {
-    return null !== cachedUint8ArrayMemory0 && 0 !== cachedUint8ArrayMemory0.byteLength || (cachedUint8ArrayMemory0 = new Uint8Array(wasm.memory.buffer)), 
+    return null !== cachedUint8ArrayMemory0 && 0 !== cachedUint8ArrayMemory0.byteLength || (cachedUint8ArrayMemory0 = new Uint8Array(wasm.memory.buffer)),
     cachedUint8ArrayMemory0;
 }
 
@@ -87,7 +87,7 @@ function isLikeNone(x) {
 function passStringToWasm0(arg, malloc, realloc) {
     if (void 0 === realloc) {
         const buf = cachedTextEncoder.encode(arg), ptr = malloc(buf.length, 1) >>> 0;
-        return getUint8ArrayMemory0().subarray(ptr, ptr + buf.length).set(buf), WASM_VECTOR_LEN = buf.length, 
+        return getUint8ArrayMemory0().subarray(ptr, ptr + buf.length).set(buf), WASM_VECTOR_LEN = buf.length,
         ptr;
     }
     let len = arg.length, ptr = malloc(len, 1) >>> 0;
@@ -188,7 +188,7 @@ function __wbg_get_imports() {
         return Number(getObject(arg0));
     }, imports.wbg.__wbg___wbindgen_bigint_get_as_i64_6e32f5e6aff02e1d = function(arg0, arg1) {
         const v = getObject(arg1), ret = "bigint" == typeof v ? v : void 0;
-        getDataViewMemory0().setBigInt64(arg0 + 8, isLikeNone(ret) ? BigInt(0) : ret, !0), 
+        getDataViewMemory0().setBigInt64(arg0 + 8, isLikeNone(ret) ? BigInt(0) : ret, !0),
         getDataViewMemory0().setInt32(arg0 + 0, !isLikeNone(ret), !0);
     }, imports.wbg.__wbg___wbindgen_boolean_get_dea25b33882b895b = function(arg0) {
         const v = getObject(arg0), ret = "boolean" == typeof v ? v : void 0;
@@ -296,7 +296,7 @@ function __wbg_get_imports() {
 }
 
 function __wbg_finalize_init(instance, module) {
-    return wasm = instance.exports, __wbg_init.__wbindgen_wasm_module = module, cachedDataViewMemory0 = null, 
+    return wasm = instance.exports, __wbg_init.__wbindgen_wasm_module = module, cachedDataViewMemory0 = null,
     cachedUint8ArrayMemory0 = null, wasm;
 }
 
@@ -310,7 +310,7 @@ function initSync(module) {
 
 async function __wbg_init(module_or_path) {
     if (void 0 !== wasm) return wasm;
-    void 0 !== module_or_path && Object.getPrototypeOf(module_or_path) === Object.prototype && ({module_or_path: module_or_path} = module_or_path), 
+    void 0 !== module_or_path && Object.getPrototypeOf(module_or_path) === Object.prototype && ({module_or_path: module_or_path} = module_or_path),
     void 0 === module_or_path && (module_or_path = new URL("sentience_core_bg.wasm", import.meta.url));
     const imports = __wbg_get_imports();
     ("string" == typeof module_or_path || "function" == typeof Request && module_or_path instanceof Request || "function" == typeof URL && module_or_path instanceof URL) && (module_or_path = fetch(module_or_path));
@@ -320,4 +320,4 @@ async function __wbg_init(module_or_path) {
 
 export { initSync };
 
-export default __wbg_init;
\ No newline at end of file
+export default __wbg_init;
diff --git a/tests/test_agent_runtime.py b/tests/test_agent_runtime.py
new file mode 100644
index 0000000..c2f5e8c
--- /dev/null
+++ b/tests/test_agent_runtime.py
@@ -0,0 +1,558 @@
+"""
+Tests for AgentRuntime.
+
+These tests verify the AgentRuntime works correctly with the new
+BrowserBackendV0-based architecture.
+"""
+
+import pytest
+from unittest.mock import AsyncMock, MagicMock, patch
+
+from sentience.agent_runtime import AgentRuntime
+from sentience.models import SnapshotOptions
+from sentience.verification import AssertContext, AssertOutcome
+
+
+class MockBackend:
+    """Mock BrowserBackendV0 implementation for testing."""
+
+    def __init__(self) -> None:
+        self._url = "https://example.com"
+        self.eval_results: dict[str, any] = {}
+
+    async def get_url(self) -> str:
+        return self._url
+
+    async def eval(self, expression: str) -> any:
+        return self.eval_results.get(expression)
+
+    async def refresh_page_info(self):
+        pass
+
+    async def call(self, function_declaration: str, args=None):
+        pass
+
+    async def get_layout_metrics(self):
+        pass
+
+    async def screenshot_png(self) -> bytes:
+        return b""
+
+    async def mouse_move(self, x: float, y: float) -> None:
+        pass
+
+    async def mouse_click(self, x: float, y: float, button="left", click_count=1) -> None:
+        pass
+
+    async def wheel(self, delta_y: float, x=None, y=None) -> None:
+        pass
+
+    async def type_text(self, text: str) -> None:
+        pass
+
+    async def wait_ready_state(self, state="interactive", timeout_ms=15000) -> None:
+        pass
+
+
+class MockTracer:
+    """Mock Tracer for testing."""
+
+    def __init__(self) -> None:
+        self.events: list[dict] = []
+
+    def emit(self, event_type: str, data: dict, step_id: str | None = None) -> None:
+        self.events.append({
+            "type": event_type,
+            "data": data,
+            "step_id": step_id,
+        })
+
+
+class TestAgentRuntimeInit:
+    """Tests for AgentRuntime initialization."""
+
+    def test_init_with_backend(self) -> None:
+        """Test basic initialization with backend."""
+        backend = MockBackend()
+        tracer = MockTracer()
+
+        runtime = AgentRuntime(backend=backend, tracer=tracer)
+
+        assert runtime.backend is backend
+        assert runtime.tracer is tracer
+        assert runtime.step_id is None
+        assert runtime.step_index == 0
+        assert runtime.last_snapshot is None
+        assert runtime.is_task_done is False
+
+    def test_init_with_snapshot_options(self) -> None:
+        """Test initialization with custom snapshot options."""
+        backend = MockBackend()
+        tracer = MockTracer()
+        options = SnapshotOptions(limit=100, goal="test goal")
+
+        runtime = AgentRuntime(backend=backend, tracer=tracer, snapshot_options=options)
+
+        assert runtime._snapshot_options.limit == 100
+        assert runtime._snapshot_options.goal == "test goal"
+
+    def test_init_with_api_key(self) -> None:
+        """Test initialization with API key enables use_api."""
+        backend = MockBackend()
+        tracer = MockTracer()
+
+        runtime = AgentRuntime(
+            backend=backend,
+            tracer=tracer,
+            sentience_api_key="sk_test_key",
+        )
+
+        assert runtime._snapshot_options.sentience_api_key == "sk_test_key"
+        assert runtime._snapshot_options.use_api is True
+
+    def test_init_with_api_key_and_options(self) -> None:
+        """Test API key merges with provided options."""
+        backend = MockBackend()
+        tracer = MockTracer()
+        options = SnapshotOptions(limit=50)
+
+        runtime = AgentRuntime(
+            backend=backend,
+            tracer=tracer,
+            snapshot_options=options,
+            sentience_api_key="sk_pro_key",
+        )
+
+        assert runtime._snapshot_options.limit == 50
+        assert runtime._snapshot_options.sentience_api_key == "sk_pro_key"
+        assert runtime._snapshot_options.use_api is True
+
+
+class TestAgentRuntimeGetUrl:
+    """Tests for get_url method."""
+
+    @pytest.mark.asyncio
+    async def test_get_url(self) -> None:
+        """Test get_url returns URL from backend."""
+        backend = MockBackend()
+        backend._url = "https://test.example.com/page"
+        tracer = MockTracer()
+
+        runtime = AgentRuntime(backend=backend, tracer=tracer)
+        url = await runtime.get_url()
+
+        assert url == "https://test.example.com/page"
+        assert runtime._cached_url == "https://test.example.com/page"
+
+
+class TestAgentRuntimeBeginStep:
+    """Tests for begin_step method."""
+
+    def test_begin_step_generates_step_id(self) -> None:
+        """Test begin_step generates a UUID step_id."""
+        backend = MockBackend()
+        tracer = MockTracer()
+        runtime = AgentRuntime(backend=backend, tracer=tracer)
+
+        step_id = runtime.begin_step(goal="Test step")
+
+        assert step_id is not None
+        assert len(step_id) == 36  # UUID length with dashes
+
+    def test_begin_step_increments_index(self) -> None:
+        """Test begin_step auto-increments step_index."""
+        backend = MockBackend()
+        tracer = MockTracer()
+        runtime = AgentRuntime(backend=backend, tracer=tracer)
+
+        runtime.begin_step(goal="Step 1")
+        assert runtime.step_index == 1
+
+        runtime.begin_step(goal="Step 2")
+        assert runtime.step_index == 2
+
+    def test_begin_step_explicit_index(self) -> None:
+        """Test begin_step with explicit step_index."""
+        backend = MockBackend()
+        tracer = MockTracer()
+        runtime = AgentRuntime(backend=backend, tracer=tracer)
+
+        runtime.begin_step(goal="Custom step", step_index=10)
+        assert runtime.step_index == 10
+
+    def test_begin_step_clears_assertions(self) -> None:
+        """Test begin_step clears previous assertions."""
+        backend = MockBackend()
+        tracer = MockTracer()
+        runtime = AgentRuntime(backend=backend, tracer=tracer)
+
+        # Add some assertions
+        runtime._assertions_this_step = [{"label": "old", "passed": True}]
+
+        runtime.begin_step(goal="New step")
+
+        assert runtime._assertions_this_step == []
+
+
+class TestAgentRuntimeAssertions:
+    """Tests for assertion methods."""
+
+    def test_assert_passing(self) -> None:
+        """Test assert_ with passing predicate."""
+        backend = MockBackend()
+        tracer = MockTracer()
+        runtime = AgentRuntime(backend=backend, tracer=tracer)
+        runtime.begin_step(goal="Test")
+
+        # Create a passing predicate
+        def passing_predicate(ctx: AssertContext) -> AssertOutcome:
+            return AssertOutcome(passed=True, reason="Matched", details={})
+
+        result = runtime.assert_(passing_predicate, label="test_label")
+
+        assert result is True
+        assert len(runtime._assertions_this_step) == 1
+        assert runtime._assertions_this_step[0]["label"] == "test_label"
+        assert runtime._assertions_this_step[0]["passed"] is True
+
+    def test_assert_failing(self) -> None:
+        """Test assert_ with failing predicate."""
+        backend = MockBackend()
+        tracer = MockTracer()
+        runtime = AgentRuntime(backend=backend, tracer=tracer)
+        runtime.begin_step(goal="Test")
+
+        def failing_predicate(ctx: AssertContext) -> AssertOutcome:
+            return AssertOutcome(passed=False, reason="Not matched", details={})
+
+        result = runtime.assert_(failing_predicate, label="fail_label")
+
+        assert result is False
+        assert runtime._assertions_this_step[0]["passed"] is False
+
+    def test_assert_emits_event(self) -> None:
+        """Test assert_ emits verification event."""
+        backend = MockBackend()
+        tracer = MockTracer()
+        runtime = AgentRuntime(backend=backend, tracer=tracer)
+        runtime.begin_step(goal="Test")
+
+        def predicate(ctx: AssertContext) -> AssertOutcome:
+            return AssertOutcome(passed=True, reason="OK", details={"key": "value"})
+
+        runtime.assert_(predicate, label="test_emit")
+
+        assert len(tracer.events) == 1
+        event = tracer.events[0]
+        assert event["type"] == "verification"
+        assert event["data"]["kind"] == "assert"
+        assert event["data"]["passed"] is True
+        assert event["data"]["label"] == "test_emit"
+
+    def test_assert_done_marks_task_complete(self) -> None:
+        """Test assert_done marks task as done on success."""
+        backend = MockBackend()
+        tracer = MockTracer()
+        runtime = AgentRuntime(backend=backend, tracer=tracer)
+        runtime.begin_step(goal="Test")
+
+        def passing_predicate(ctx: AssertContext) -> AssertOutcome:
+            return AssertOutcome(passed=True, reason="Done", details={})
+
+        result = runtime.assert_done(passing_predicate, label="task_complete")
+
+        assert result is True
+        assert runtime.is_task_done is True
+        assert runtime._task_done_label == "task_complete"
+
+    def test_assert_done_does_not_mark_on_failure(self) -> None:
+        """Test assert_done doesn't mark task done on failure."""
+        backend = MockBackend()
+        tracer = MockTracer()
+        runtime = AgentRuntime(backend=backend, tracer=tracer)
+        runtime.begin_step(goal="Test")
+
+        def failing_predicate(ctx: AssertContext) -> AssertOutcome:
+            return AssertOutcome(passed=False, reason="Not done", details={})
+
+        result = runtime.assert_done(failing_predicate, label="task_incomplete")
+
+        assert result is False
+        assert runtime.is_task_done is False
+
+
+class TestAgentRuntimeAssertionHelpers:
+    """Tests for assertion helper methods."""
+
+    def test_all_assertions_passed_empty(self) -> None:
+        """Test all_assertions_passed with no assertions."""
+        backend = MockBackend()
+        tracer = MockTracer()
+        runtime = AgentRuntime(backend=backend, tracer=tracer)
+
+        assert runtime.all_assertions_passed() is True
+
+    def test_all_assertions_passed_true(self) -> None:
+        """Test all_assertions_passed when all pass."""
+        backend = MockBackend()
+        tracer = MockTracer()
+        runtime = AgentRuntime(backend=backend, tracer=tracer)
+        runtime._assertions_this_step = [
+            {"passed": True},
+            {"passed": True},
+        ]
+
+        assert runtime.all_assertions_passed() is True
+
+    def test_all_assertions_passed_false(self) -> None:
+        """Test all_assertions_passed when one fails."""
+        backend = MockBackend()
+        tracer = MockTracer()
+        runtime = AgentRuntime(backend=backend, tracer=tracer)
+        runtime._assertions_this_step = [
+            {"passed": True},
+            {"passed": False},
+        ]
+
+        assert runtime.all_assertions_passed() is False
+
+    def test_required_assertions_passed(self) -> None:
+        """Test required_assertions_passed ignores optional failures."""
+        backend = MockBackend()
+        tracer = MockTracer()
+        runtime = AgentRuntime(backend=backend, tracer=tracer)
+        runtime._assertions_this_step = [
+            {"passed": True, "required": True},
+            {"passed": False, "required": False},  # Optional failure
+        ]
+
+        assert runtime.required_assertions_passed() is True
+
+    def test_required_assertions_failed(self) -> None:
+        """Test required_assertions_passed fails on required failure."""
+        backend = MockBackend()
+        tracer = MockTracer()
+        runtime = AgentRuntime(backend=backend, tracer=tracer)
+        runtime._assertions_this_step = [
+            {"passed": True, "required": True},
+            {"passed": False, "required": True},  # Required failure
+        ]
+
+        assert runtime.required_assertions_passed() is False
+
+
+class TestAgentRuntimeFlushAssertions:
+    """Tests for flush_assertions method."""
+
+    def test_flush_assertions(self) -> None:
+        """Test flush_assertions returns and clears assertions."""
+        backend = MockBackend()
+        tracer = MockTracer()
+        runtime = AgentRuntime(backend=backend, tracer=tracer)
+        runtime._assertions_this_step = [
+            {"label": "a", "passed": True},
+            {"label": "b", "passed": False},
+        ]
+
+        assertions = runtime.flush_assertions()
+
+        assert len(assertions) == 2
+        assert assertions[0]["label"] == "a"
+        assert runtime._assertions_this_step == []
+
+
+class TestAgentRuntimeGetAssertionsForStepEnd:
+    """Tests for get_assertions_for_step_end method."""
+
+    def test_get_assertions_basic(self) -> None:
+        """Test get_assertions_for_step_end returns assertions."""
+        backend = MockBackend()
+        tracer = MockTracer()
+        runtime = AgentRuntime(backend=backend, tracer=tracer)
+        runtime._assertions_this_step = [{"label": "test", "passed": True}]
+
+        result = runtime.get_assertions_for_step_end()
+
+        assert "assertions" in result
+        assert len(result["assertions"]) == 1
+        assert "task_done" not in result
+
+    def test_get_assertions_with_task_done(self) -> None:
+        """Test get_assertions_for_step_end includes task_done."""
+        backend = MockBackend()
+        tracer = MockTracer()
+        runtime = AgentRuntime(backend=backend, tracer=tracer)
+        runtime._task_done = True
+        runtime._task_done_label = "completed"
+
+        result = runtime.get_assertions_for_step_end()
+
+        assert result["task_done"] is True
+        assert result["task_done_label"] == "completed"
+
+
+class TestAgentRuntimeResetTaskDone:
+    """Tests for reset_task_done method."""
+
+    def test_reset_task_done(self) -> None:
+        """Test reset_task_done clears task state."""
+        backend = MockBackend()
+        tracer = MockTracer()
+        runtime = AgentRuntime(backend=backend, tracer=tracer)
+        runtime._task_done = True
+        runtime._task_done_label = "was_done"
+
+        runtime.reset_task_done()
+
+        assert runtime.is_task_done is False
+        assert runtime._task_done_label is None
+
+
+class TestAgentRuntimeContext:
+    """Tests for _ctx method."""
+
+    def test_ctx_with_snapshot(self) -> None:
+        """Test _ctx uses snapshot URL."""
+        backend = MockBackend()
+        tracer = MockTracer()
+        runtime = AgentRuntime(backend=backend, tracer=tracer)
+        runtime.begin_step(goal="Test")
+
+        # Mock snapshot with URL
+        mock_snapshot = MagicMock()
+        mock_snapshot.url = "https://snapshot-url.com"
+        runtime.last_snapshot = mock_snapshot
+
+        ctx = runtime._ctx()
+
+        assert ctx.url == "https://snapshot-url.com"
+        assert ctx.snapshot is mock_snapshot
+        assert ctx.step_id == runtime.step_id
+
+    def test_ctx_fallback_to_cached_url(self) -> None:
+        """Test _ctx falls back to cached URL."""
+        backend = MockBackend()
+        tracer = MockTracer()
+        runtime = AgentRuntime(backend=backend, tracer=tracer)
+        runtime._cached_url = "https://cached-url.com"
+        runtime.begin_step(goal="Test")
+
+        ctx = runtime._ctx()
+
+        assert ctx.url == "https://cached-url.com"
+        assert ctx.snapshot is None
+
+
+class TestAgentRuntimeFromSentienceBrowser:
+    """Tests for from_sentience_browser factory method."""
+
+    @pytest.mark.asyncio
+    async def test_from_sentience_browser_creates_runtime(self) -> None:
+        """Test from_sentience_browser creates runtime with legacy support."""
+        mock_browser = MagicMock()
+        mock_page = MagicMock()
+        mock_page.url = "https://example.com"
+        tracer = MockTracer()
+
+        with patch("sentience.backends.playwright_backend.PlaywrightBackend") as MockPWBackend:
+            mock_backend_instance = MagicMock()
+            MockPWBackend.return_value = mock_backend_instance
+
+            runtime = await AgentRuntime.from_sentience_browser(
+                browser=mock_browser,
+                page=mock_page,
+                tracer=tracer,
+            )
+
+            assert runtime.backend is mock_backend_instance
+            assert runtime._legacy_browser is mock_browser
+            assert runtime._legacy_page is mock_page
+            MockPWBackend.assert_called_once_with(mock_page)
+
+    @pytest.mark.asyncio
+    async def test_from_sentience_browser_with_api_key(self) -> None:
+        """Test from_sentience_browser passes API key."""
+        mock_browser = MagicMock()
+        mock_page = MagicMock()
+        tracer = MockTracer()
+
+        with patch("sentience.backends.playwright_backend.PlaywrightBackend"):
+            runtime = await AgentRuntime.from_sentience_browser(
+                browser=mock_browser,
+                page=mock_page,
+                tracer=tracer,
+                sentience_api_key="sk_test",
+            )
+
+            assert runtime._snapshot_options.sentience_api_key == "sk_test"
+            assert runtime._snapshot_options.use_api is True
+
+
+class TestAgentRuntimeSnapshot:
+    """Tests for snapshot method."""
+
+    @pytest.mark.asyncio
+    async def test_snapshot_with_legacy_browser(self) -> None:
+        """Test snapshot uses legacy browser when available."""
+        backend = MockBackend()
+        tracer = MockTracer()
+        runtime = AgentRuntime(backend=backend, tracer=tracer)
+
+        # Set up legacy browser
+        mock_browser = MagicMock()
+        mock_page = MagicMock()
+        mock_snapshot = MagicMock()
+        mock_browser.snapshot = AsyncMock(return_value=mock_snapshot)
+
+        runtime._legacy_browser = mock_browser
+        runtime._legacy_page = mock_page
+
+        result = await runtime.snapshot(limit=30)
+
+        mock_browser.snapshot.assert_called_once_with(mock_page, limit=30)
+        assert result is mock_snapshot
+        assert runtime.last_snapshot is mock_snapshot
+
+    @pytest.mark.asyncio
+    async def test_snapshot_with_backend(self) -> None:
+        """Test snapshot uses backend-agnostic snapshot."""
+        backend = MockBackend()
+        tracer = MockTracer()
+        runtime = AgentRuntime(backend=backend, tracer=tracer)
+
+        mock_snapshot = MagicMock()
+
+        with patch("sentience.backends.snapshot.snapshot", new_callable=AsyncMock) as mock_snap_fn:
+            mock_snap_fn.return_value = mock_snapshot
+
+            result = await runtime.snapshot(goal="test goal")
+
+            mock_snap_fn.assert_called_once()
+            call_args = mock_snap_fn.call_args
+            assert call_args[0][0] is backend
+            assert call_args[1]["options"].goal == "test goal"
+            assert result is mock_snapshot
+            assert runtime.last_snapshot is mock_snapshot
+
+    @pytest.mark.asyncio
+    async def test_snapshot_merges_options(self) -> None:
+        """Test snapshot merges default and call-specific options."""
+        backend = MockBackend()
+        tracer = MockTracer()
+        default_options = SnapshotOptions(limit=100, screenshot=True)
+        runtime = AgentRuntime(
+            backend=backend,
+            tracer=tracer,
+            snapshot_options=default_options,
+        )
+
+        with patch("sentience.backends.snapshot.snapshot", new_callable=AsyncMock) as mock_snap_fn:
+            mock_snap_fn.return_value = MagicMock()
+
+            await runtime.snapshot(goal="override goal")
+
+            call_args = mock_snap_fn.call_args
+            options = call_args[1]["options"]
+            assert options.limit == 100  # From default
+            assert options.screenshot is True  # From default
+            assert options.goal == "override goal"  # From call
diff --git a/tests/test_backends.py b/tests/test_backends.py
index 00e4325..ef725e3 100644
--- a/tests/test_backends.py
+++ b/tests/test_backends.py
@@ -341,6 +341,30 @@ async def test_wait_ready_state_timeout(
         with pytest.raises(TimeoutError, match="Timed out"):
             await backend.wait_ready_state(state="complete", timeout_ms=200)
 
+    @pytest.mark.asyncio
+    async def test_get_url(self, backend: CDPBackendV0, transport: MockCDPTransport) -> None:
+        """Test get_url returns current page URL."""
+        transport.set_response(
+            "Runtime.evaluate",
+            {"result": {"type": "string", "value": "https://example.com/page"}},
+        )
+
+        url = await backend.get_url()
+
+        assert url == "https://example.com/page"
+
+    @pytest.mark.asyncio
+    async def test_get_url_empty(self, backend: CDPBackendV0, transport: MockCDPTransport) -> None:
+        """Test get_url returns empty string when URL is None."""
+        transport.set_response(
+            "Runtime.evaluate",
+            {"result": {"type": "undefined"}},
+        )
+
+        url = await backend.get_url()
+
+        assert url == ""
+
 
 class TestCDPBackendProtocol:
     """Test that CDPBackendV0 implements BrowserBackendV0 protocol."""
@@ -736,6 +760,17 @@ async def test_screenshot_png(self) -> None:
         assert result.startswith(b"\x89PNG")
         mock_page.screenshot.assert_called_once_with(type="png")
 
+    @pytest.mark.asyncio
+    async def test_get_url(self) -> None:
+        """Test get_url returns page.url."""
+        mock_page = MagicMock()
+        mock_page.url = "https://example.com/test"
+
+        backend = PlaywrightBackend(mock_page)
+        url = await backend.get_url()
+
+        assert url == "https://example.com/test"
+
 
 class TestCachedSnapshot:
     """Tests for CachedSnapshot caching behavior."""

From cf0f2fb8928b2e93e15524f0e76d88a138e0e836 Mon Sep 17 00:00:00 2001
From: SentienceDEV <dev@sentienceapi.com>
Date: Sun, 11 Jan 2026 13:14:14 -0800
Subject: [PATCH 2/6] fix tests

---
 tests/test_agent_runtime.py | 15 +++++++++------
 1 file changed, 9 insertions(+), 6 deletions(-)

diff --git a/tests/test_agent_runtime.py b/tests/test_agent_runtime.py
index c2f5e8c..d708c84 100644
--- a/tests/test_agent_runtime.py
+++ b/tests/test_agent_runtime.py
@@ -5,9 +5,10 @@
 BrowserBackendV0-based architecture.
 """
 
-import pytest
 from unittest.mock import AsyncMock, MagicMock, patch
 
+import pytest
+
 from sentience.agent_runtime import AgentRuntime
 from sentience.models import SnapshotOptions
 from sentience.verification import AssertContext, AssertOutcome
@@ -61,11 +62,13 @@ def __init__(self) -> None:
         self.events: list[dict] = []
 
     def emit(self, event_type: str, data: dict, step_id: str | None = None) -> None:
-        self.events.append({
-            "type": event_type,
-            "data": data,
-            "step_id": step_id,
-        })
+        self.events.append(
+            {
+                "type": event_type,
+                "data": data,
+                "step_id": step_id,
+            }
+        )
 
 
 class TestAgentRuntimeInit:

From 09e2dd7d1248413c3fb063c0bfc503fc10108961 Mon Sep 17 00:00:00 2001
From: SentienceDEV <dev@sentienceapi.com>
Date: Sun, 11 Jan 2026 13:57:02 -0800
Subject: [PATCH 3/6] fix tests

---
 sentience/agent_runtime.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/sentience/agent_runtime.py b/sentience/agent_runtime.py
index ed8d8c1..3197e24 100644
--- a/sentience/agent_runtime.py
+++ b/sentience/agent_runtime.py
@@ -342,7 +342,7 @@ def assert_done(
         Returns:
             True if task is complete (assertion passed), False otherwise
         """
-        ok = self.assertTrue(predicate, label=label, required=True)
+        ok = self.assert_(predicate, label=label, required=True)
 
         if ok:
             self._task_done = True

From 12e86f158ea88812e7ac401e37ae189c20a829ae Mon Sep 17 00:00:00 2001
From: SentienceDEV <dev@sentienceapi.com>
Date: Sun, 11 Jan 2026 14:21:25 -0800
Subject: [PATCH 4/6] Runtime example

---
 examples/agent_runtime_verification.py        |  67 ++++----
 .../browser-use/agent_runtime_browser_use.py  | 148 ++++++++++++++++++
 2 files changed, 180 insertions(+), 35 deletions(-)
 create mode 100644 examples/browser-use/agent_runtime_browser_use.py

diff --git a/examples/agent_runtime_verification.py b/examples/agent_runtime_verification.py
index dc93d26..abdbfbe 100644
--- a/examples/agent_runtime_verification.py
+++ b/examples/agent_runtime_verification.py
@@ -5,65 +5,69 @@
 The AgentRuntime provides assertion predicates to verify browser state during execution.
 
 Key features:
+- BrowserBackendV0 protocol: Framework-agnostic browser integration
 - Predicate helpers: url_matches, url_contains, exists, not_exists, element_count
 - Combinators: all_of, any_of for complex conditions
 - Task completion: assert_done() for goal verification
 - Trace integration: Assertions emitted to trace for Studio timeline
 
 Requirements:
-- SENTIENCE_API_KEY (Pro or Enterprise tier)
+- SENTIENCE_API_KEY (Pro or Enterprise tier) - optional, enables Gateway refinement
 
 Usage:
     python examples/agent_runtime_verification.py
 """
 
+import asyncio
 import os
 
-from sentience import (
-    AgentRuntime,
-    SentienceBrowser,
+from sentience import AsyncSentienceBrowser
+from sentience.agent_runtime import AgentRuntime
+from sentience.tracing import JsonlTraceSink, Tracer
+from sentience.verification import (
     all_of,
     exists,
     not_exists,
     url_contains,
     url_matches,
 )
-from sentience.tracer_factory import create_tracer
 
 
-def main():
-    # Get API key from environment
+async def main():
+    # Get API key from environment (optional - enables Pro tier features)
     sentience_key = os.environ.get("SENTIENCE_API_KEY")
 
-    if not sentience_key:
-        print("Error: SENTIENCE_API_KEY not set")
-        return
-
     print("Starting Agent Runtime Verification Demo\n")
 
     # 1. Create tracer for verification event emission
     run_id = "verification-demo"
-    tracer = create_tracer(api_key=sentience_key, run_id=run_id, upload_trace=False)
+    sink = JsonlTraceSink(f"traces/{run_id}.jsonl")
+    tracer = Tracer(run_id=run_id, sink=sink)
     print(f"Run ID: {run_id}\n")
 
-    # 2. Create browser
-    browser = SentienceBrowser(api_key=sentience_key, headless=False)
-    browser.start()
-
-    try:
-        # 3. Create AgentRuntime with browser, page, and tracer
-        runtime = AgentRuntime(browser, browser.page, tracer)
+    # 2. Create browser using AsyncSentienceBrowser
+    async with AsyncSentienceBrowser(headless=False) as browser:
+        page = await browser.new_page()
+
+        # 3. Create AgentRuntime using from_sentience_browser factory
+        # This wraps the browser/page into the new BrowserBackendV0 architecture
+        runtime = await AgentRuntime.from_sentience_browser(
+            browser=browser,
+            page=page,
+            tracer=tracer,
+            sentience_api_key=sentience_key,  # Optional: enables Pro tier Gateway refinement
+        )
 
         # 4. Navigate to a page
         print("Navigating to example.com...\n")
-        browser.page.goto("https://example.com")
-        browser.page.wait_for_load_state("networkidle")
+        await page.goto("https://example.com")
+        await page.wait_for_load_state("networkidle")
 
         # 5. Begin a verification step
         runtime.begin_step("Verify page loaded correctly")
 
         # 6. Take a snapshot (required for element assertions)
-        snapshot = runtime.snapshot()
+        snapshot = await runtime.snapshot()
         print(f"Snapshot taken: {len(snapshot.elements)} elements found\n")
 
         # 7. Run assertions against current state
@@ -108,19 +112,12 @@ def main():
         print(f"  Required passed: {runtime.required_assertions_passed()}")
         print(f"  Task complete: {runtime.is_task_done}")
 
-    except Exception as e:
-        print(f"\nError during execution: {e}")
-        raise
-
-    finally:
-        # Close tracer and browser
-        print("\nClosing tracer...")
-        tracer.close(blocking=True)
-        print(f"Trace saved to: ~/.sentience/traces/{run_id}.jsonl")
-
-        browser.close()
-        print("Done!")
+    # Close tracer after browser context exits
+    print("\nClosing tracer...")
+    tracer.close()
+    print(f"Trace saved to: traces/{run_id}.jsonl")
+    print("Done!")
 
 
 if __name__ == "__main__":
-    main()
+    asyncio.run(main())
diff --git a/examples/browser-use/agent_runtime_browser_use.py b/examples/browser-use/agent_runtime_browser_use.py
new file mode 100644
index 0000000..50792f4
--- /dev/null
+++ b/examples/browser-use/agent_runtime_browser_use.py
@@ -0,0 +1,148 @@
+"""
+Example: Agent Runtime with browser-use Integration
+
+Demonstrates how to use AgentRuntime with browser-use library via BrowserBackendV0 protocol.
+This pattern enables framework-agnostic browser integration for agent verification loops.
+
+Key features:
+- BrowserUseAdapter: Wraps browser-use BrowserSession into CDPBackendV0
+- BrowserBackendV0 protocol: Minimal interface for browser operations
+- Direct AgentRuntime construction: No need for from_sentience_browser factory
+
+Requirements:
+- browser-use library: pip install browser-use
+- SENTIENCE_API_KEY (optional) - enables Pro tier Gateway refinement
+
+Usage:
+    python examples/agent_runtime_browser_use.py
+"""
+
+import asyncio
+import os
+
+from sentience import get_extension_dir
+from sentience.agent_runtime import AgentRuntime
+from sentience.backends import BrowserUseAdapter
+from sentience.tracing import JsonlTraceSink, Tracer
+from sentience.verification import (
+    all_of,
+    exists,
+    not_exists,
+    url_contains,
+    url_matches,
+)
+
+# browser-use imports (requires: pip install browser-use)
+try:
+    from browser_use import BrowserProfile, BrowserSession
+except ImportError:
+    print("Error: browser-use library not installed.")
+    print("Install with: pip install browser-use")
+    exit(1)
+
+
+async def main():
+    # Get API key from environment (optional - enables Pro tier features)
+    sentience_key = os.environ.get("SENTIENCE_API_KEY")
+
+    print("Starting Agent Runtime with browser-use Integration Demo\n")
+
+    # 1. Create tracer for verification event emission
+    run_id = "browser-use-demo"
+    sink = JsonlTraceSink(f"traces/{run_id}.jsonl")
+    tracer = Tracer(run_id=run_id, sink=sink)
+    print(f"Run ID: {run_id}\n")
+
+    # 2. Create browser-use session with Sentience extension loaded
+    # The extension is required for snapshot() to work
+    extension_dir = get_extension_dir()
+    profile = BrowserProfile(
+        args=[f"--load-extension={extension_dir}"],
+        headless=False,
+    )
+    session = BrowserSession(browser_profile=profile)
+    await session.start()
+
+    try:
+        # 3. Create BrowserBackendV0 using BrowserUseAdapter
+        # This wraps the browser-use session into the standard backend protocol
+        adapter = BrowserUseAdapter(session)
+        backend = await adapter.create_backend()
+        print("Created CDPBackendV0 from browser-use session\n")
+
+        # 4. Create AgentRuntime directly with backend
+        # For Pro tier, pass sentience_api_key for Gateway element refinement
+        runtime = AgentRuntime(
+            backend=backend,
+            tracer=tracer,
+            sentience_api_key=sentience_key,  # Optional: enables Pro tier
+        )
+
+        # 5. Navigate using browser-use
+        page = await session.get_current_page()
+        print("Navigating to example.com...\n")
+        await page.goto("https://example.com")
+        await page.wait_for_load_state("networkidle")
+
+        # 6. Begin a verification step
+        runtime.begin_step("Verify page loaded correctly")
+
+        # 7. Take a snapshot (uses Sentience extension via backend.eval())
+        snapshot = await runtime.snapshot()
+        print(f"Snapshot taken: {len(snapshot.elements)} elements found\n")
+
+        # 8. Run assertions against current state
+        print("Running assertions:\n")
+
+        # URL assertions
+        url_ok = runtime.assert_(url_contains("example.com"), "on_example_domain")
+        print(f"  [{'PASS' if url_ok else 'FAIL'}] on_example_domain")
+
+        url_match = runtime.assert_(url_matches(r"https://.*example\.com"), "url_is_https")
+        print(f"  [{'PASS' if url_match else 'FAIL'}] url_is_https")
+
+        # Element assertions
+        has_heading = runtime.assert_(exists("role=heading"), "has_heading")
+        print(f"  [{'PASS' if has_heading else 'FAIL'}] has_heading")
+
+        no_error = runtime.assert_(not_exists("text~'Error'"), "no_error_message")
+        print(f"  [{'PASS' if no_error else 'FAIL'}] no_error_message")
+
+        # Combined assertion with all_of
+        page_ready = runtime.assert_(
+            all_of(url_contains("example"), exists("role=link")),
+            "page_fully_ready",
+        )
+        print(f"  [{'PASS' if page_ready else 'FAIL'}] page_fully_ready")
+
+        # 9. Check if task is done (required assertion)
+        task_complete = runtime.assert_done(
+            exists("text~'Example Domain'"),
+            "reached_example_page",
+        )
+        print(f"\n  [{'DONE' if task_complete else 'NOT DONE'}] reached_example_page")
+
+        # 10. Get accumulated assertions for step_end event
+        assertions_data = runtime.get_assertions_for_step_end()
+        print(f"\nTotal assertions: {len(assertions_data['assertions'])}")
+        print(f"Task done: {assertions_data.get('task_done', False)}")
+
+        # 11. Check overall status
+        print("\nVerification Summary:")
+        print(f"  All passed: {runtime.all_assertions_passed()}")
+        print(f"  Required passed: {runtime.required_assertions_passed()}")
+        print(f"  Task complete: {runtime.is_task_done}")
+
+    finally:
+        # Close browser-use session
+        await session.close()
+
+        # Close tracer
+        print("\nClosing tracer...")
+        tracer.close()
+        print(f"Trace saved to: traces/{run_id}.jsonl")
+        print("Done!")
+
+
+if __name__ == "__main__":
+    asyncio.run(main())

From 5482da097c1949fefa00b403ee35666f54841c7f Mon Sep 17 00:00:00 2001
From: SentienceDEV <dev@sentienceapi.com>
Date: Sun, 11 Jan 2026 14:21:37 -0800
Subject: [PATCH 5/6] Runtime example

---
 examples/agent_runtime_verification.py            | 8 +-------
 examples/browser-use/agent_runtime_browser_use.py | 8 +-------
 sentience/agent_runtime.py                        | 2 +-
 3 files changed, 3 insertions(+), 15 deletions(-)

diff --git a/examples/agent_runtime_verification.py b/examples/agent_runtime_verification.py
index abdbfbe..537cd12 100644
--- a/examples/agent_runtime_verification.py
+++ b/examples/agent_runtime_verification.py
@@ -24,13 +24,7 @@
 from sentience import AsyncSentienceBrowser
 from sentience.agent_runtime import AgentRuntime
 from sentience.tracing import JsonlTraceSink, Tracer
-from sentience.verification import (
-    all_of,
-    exists,
-    not_exists,
-    url_contains,
-    url_matches,
-)
+from sentience.verification import all_of, exists, not_exists, url_contains, url_matches
 
 
 async def main():
diff --git a/examples/browser-use/agent_runtime_browser_use.py b/examples/browser-use/agent_runtime_browser_use.py
index 50792f4..fe5ddaa 100644
--- a/examples/browser-use/agent_runtime_browser_use.py
+++ b/examples/browser-use/agent_runtime_browser_use.py
@@ -24,13 +24,7 @@
 from sentience.agent_runtime import AgentRuntime
 from sentience.backends import BrowserUseAdapter
 from sentience.tracing import JsonlTraceSink, Tracer
-from sentience.verification import (
-    all_of,
-    exists,
-    not_exists,
-    url_contains,
-    url_matches,
-)
+from sentience.verification import all_of, exists, not_exists, url_contains, url_matches
 
 # browser-use imports (requires: pip install browser-use)
 try:
diff --git a/sentience/agent_runtime.py b/sentience/agent_runtime.py
index 3197e24..ed8d8c1 100644
--- a/sentience/agent_runtime.py
+++ b/sentience/agent_runtime.py
@@ -342,7 +342,7 @@ def assert_done(
         Returns:
             True if task is complete (assertion passed), False otherwise
         """
-        ok = self.assert_(predicate, label=label, required=True)
+        ok = self.assertTrue(predicate, label=label, required=True)
 
         if ok:
             self._task_done = True

From ff859a0b66f1c6447a01f9c7d7394dce4e91ca83 Mon Sep 17 00:00:00 2001
From: SentienceDEV <dev@sentienceapi.com>
Date: Sun, 11 Jan 2026 16:08:17 -0800
Subject: [PATCH 6/6] fix

---
 sentience/agent_runtime.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/sentience/agent_runtime.py b/sentience/agent_runtime.py
index ed8d8c1..3197e24 100644
--- a/sentience/agent_runtime.py
+++ b/sentience/agent_runtime.py
@@ -342,7 +342,7 @@ def assert_done(
         Returns:
             True if task is complete (assertion passed), False otherwise
         """
-        ok = self.assertTrue(predicate, label=label, required=True)
+        ok = self.assert_(predicate, label=label, required=True)
 
         if ok:
             self._task_done = True