From 56b73eada5ef1b72376f4a230949297b3edcc562 Mon Sep 17 00:00:00 2001
From: Jude Nelson <judecn@gmail.com>
Date: Tue, 13 Dec 2022 22:08:11 -0500
Subject: [PATCH] feat: SIP-021 first draft

---
 sips/sip-021/figure-1.png                     |  Bin 0 -> 25689 bytes
 sips/sip-021/figure-2.png                     |  Bin 0 -> 97491 bytes
 sips/sip-021/figure-3.png                     |  Bin 0 -> 18893 bytes
 ...p-021-trustless-two-way-peg-for-bitcoin.md | 1385 +++++++++++++++++
 4 files changed, 1385 insertions(+)
 create mode 100644 sips/sip-021/figure-1.png
 create mode 100644 sips/sip-021/figure-2.png
 create mode 100644 sips/sip-021/figure-3.png
 create mode 100644 sips/sip-021/sip-021-trustless-two-way-peg-for-bitcoin.md

diff --git a/sips/sip-021/figure-1.png b/sips/sip-021/figure-1.png
new file mode 100644
index 0000000000000000000000000000000000000000..79139c3b5733c65199b86b3b0d2b1008ca358989
GIT binary patch
literal 25689
zcmeFZ1yf#4ur&%KAp{BT4#6$BOVHr%?he7-g9Qs7+%34fTX1&|?he84@P6mqy1(Jp
zM^Uw(dN!FoGkbb<_v+ONm6H)efW?7@fPg>{|0=8i0r92-0s;yT1`2#r$1g_<E^izJ
z#g$-SV3syy*C8N?AjE~gD7mH{t(bbE8P7qVF*7esdC0<~2@ri~4S=PVP^N|4|MBAo
zS|==<XCZaDFIuI7u)tefk+)QnmL&Ls?rSwGRvB*mR$m2Sh;iAHtn8nBy!A{?Ol4-{
zEKgf^m&1u*-h!t>K+JUi(Ejg(FX<Ow=+{pbkWehIS6>9AOvu*{R=yAjuUEY{Z_Qq>
z5V%AFZ(gtS5Rf>p*A8fy@z*N^o524a;{Wc&{}0Z^*B*KZ2<qsxG_Sq!tf>Oo;+cb%
z7M{wXN<>@RQ(s@-y}dn~m8Qn#<}mG#5D)?gjQ&I++HWA@7_s1S*=>02x4tIQYm<<Y
zdU<-{NX;r0&rnfO?T)5}g@qk1)t`nSlPXci&x-)-numwP$s~|3o(aRCgZ=oCfXlHk
zHa2#CdpaRIJ6qT1>H1=Oh}m=$9svQp84p<45-`1KOz41(r`xsD`O3`zL_SJqI;V}{
zB<2)0Yxmm~7a>8xp0anZM%fUGl-V}lU}yOC>sM0oF<~@(d|vylKVy6k!$wS@+Hn74
z;s=2xB_%mxQ6I6HgpULdl=>s_TU%Np@i<AGiT}r@3o$<u@-3HY)<g50-q|#{oO)mF
z$yXMGyRTp&(E9CUxv|cA>4$b8jG&MZSU_(XfVK|ky*CJQ3`WMrclY<N_q4RM0A}@o
zdk5u5M@Ip{H)))g<r>;Q3)n)mWpZ|oNfBYLLPAegYlnQHrwnRM0012Xc6AAwnwnM?
zBl#&&_ey_<kfRFdtgzd>6^kS|SuXx|R^7|zZQ>%UbCiw4>hv)&=9k+^PXwK2-R<d`
z*ZlZ-L|q#H>l`~Sd4|~fsFdLYOp+nwKGbToew%1nKMTLbFy-LftQT%w-?u)$s;fCI
zWS|~@Y`QCFU*qC-=<|rEPV+H*40uJr>!eOSwVJ)yUj*VgI$y=y%YwC*|ILfP>o!o_
z^<t{GTkZG%4=JyQ`XX@syQ`t$N70*+3MCv>pZ-*GW_Yz#AdmJ4y+Wj~`zIQj!#@)N
zLWYXH^lwi}4P8p>GxCw0Nk#t8?X9zoZf%eAUyU1-P1hql?pE#d%G0d>;cubXXd3qn
z8@b{Ub!L-bN^)#0YHwL~8SyJ73-HFo$8QswVKl=Q(qpPR$Y<#sQ6J#^2k6tJfq@#P
zs$uiW0#4$_Ml5Vi&&&Vewp`R%%Q)rIUvBE4EYbN9!nG{0*8eY<CtN^(`wULu^dU{V
zwqd9LI~f@nCoM$qIKu!4gmt|-tA*^j!>6aG(`93}%{C{nK8;{-!!?=R)_ZT9_`j24
zmizfVPG)D5+og%OxAz?#Ha7NLnf8<!OI`Yp-MgNi9$+}j);~3ozNfI;uC};Uo8*Br
z#DVnI%r_`su|TH0?fziC($LVrK%?Hq>tLFSWU<y#6&MvM2}zUV{$z=IwRkLf(Tv66
zdBA(bo08#L%ej*GB^tHAm5Ws-CMMFjoGfO3&m`)4tGk!pu6mRk4<$U@o}P|p2}%9;
zV`Q||=Jjy!Tnye%A@i>;$Z?3{<wnIUIjIc3r~B)}<Hg#C!}4~~C<1(B<nwMs{_jCS
zCo9b^&yRPiWm*f>rcqk-z+mSL4GkqTQhxrda6SJE-c<1S??@8`8Q%Bj{e)3ijDNQi
zb$2*Uz(C%+X)fWSo6|*#rTv)b=n;hc-hX>STRm>u>^A#SIUUHQejyPOMlE4OLS$wM
z`a*x>!KBwZySgf=I0vA>$HzD8v%9nN{BYV146}|emDw~hIJp1jcxh#2C6tnhX>w-9
zX=ga;aJDps!|pEt3N`nbt*tFYzJEltv{qn6_KiFY47TTgd%<VTY7>O+&%!leBU@Tp
zM8Yt@bXI3(;zQt}yTM#^-1o^y4wmX|O-y#W0^!Eed6%k9#}<9az&Q~H;laA=^2*A4
z1RN#(9KkHgCl@m_Gjn$tS=n|lUW46c$^HU08{183{pw<~%V|$2sw6uG8XC{j)f9Aq
zKERvR)m33fa8O!x*2;C;!6YZU0mwWr*|y_z+HY+H6V};K5q4_Un0*lz5fQn$Hvq_a
zfD5dl9~BF$!D^w3`s3O4HQkeoyE_+hU|?W8zd)AUzq>nQBcnJQMw|%4zVJrxr+Zoc
zr|BwV$-}<5I5ZOX7XYC?FHf+EUnM1Jo?PzC=;I|qznXnNY=RP4kr1C8%SajD{W4Y{
z`k*{t>r&vpls~+yi*SOpNg`pLH<~fg!vAm|QQS*k79*=#_h{p^*hAGhk=9dm(3&*I
z)0#WA3fp{}^^F0T7{X6sg`1oaJ3M6Uh(6eUEO_Wc`r;zR0s<b_vzO=7m;0Mz&87)1
zYeR7CqobqI(^tV^h7E><n9k#=b?dIjmKlxVesh)gQiIzzg2gf{b_Ky}BCI8vY&ZVd
zR+hosIl&zK5hDKyor>>j8z*;7C=}!(JpfOfhJ5K1dpt}+LS1h|QBhG~x9#3fC5XFY
z8SUm%`Ctl>1iVd;`m=GgFoNYetrF}y&CbV@d6L`ATo4e;RP6n6j*9#if*qKanwo?s
z^O!45bT$<>Fynn6GyNRw?A+G<-a8*JIsy2fjJVt#!+fg`{H1V>es@qH9Og${HmlK8
zPW1GpW*1xFHyPR=nJ6gwn|k#=w_Ht1qLNEd($kk!GeAOg(8IzFV{X=RF62wx<`>{R
zbC*;7DbHQ<()Z(hP9^7^`Bu+t$(j&$zIZge#COPy<4SUY_*0$G-A&Tt+Tr#lI)Pub
ze6w7KnhopU1@7hLa3X^l9NZxFz*lCikSP_8VTm-$CZvLq(ck|V4fj`vFl&-YhE}M9
zlRL3c1iIOMo*%^s+>FlFJ1Z+Ifnf!I#J}Io@ac=h=QbP91fB})RVD3^-7@nSPtMf7
zM8@^w<rpFX&%etteqgnpYi(X)k$C%m|5h3HM>aGx)USCrcja0Dl&6`#?#QL;OeVR!
zwVaF)O%EY(pSHZdhjEFDL38}3yPBFbH<m_ELXuz{6nUlIlwVs7Cnk(-9>kunb!X@i
zc|975QK}60TrScMN#^x4JB47My<=)fv*~flC?K68`=oWHeRX=4LEvWe%2L-mK}uM1
zhm1Zcv0-Z{!5i{oqWf>#(xlB9D&P4oi&wS`?OoOO-zd~6MTCu!IEpey1P5*oa|yXG
zZEh=zj@9ZvhZgGjVSOxWUf^=*@s<<Cgwu5<S#e435osIU4g9?qw}u{W<5;dwC;Gki
zRZCN9<unL)ilmu!nyL&X*~Z{t$+#_LV!7NZap8bzzMlfHH0kUV4^TTNI9TkCZewEu
z0PYLeyW8U>)6ZDRtd@1)^lWqoqec_KXg52PWe*PzON_CBO;6)?DO0O70NB7Y791Sx
zb2-93n`L>J<Z*pq+-f&II5bqOTCU^byzmABX@Z?b@d?UE*K=i&L7;9U<tk&=*!yub
zqL)SkWnw{5gp`nza8{{OU(9G~=QqA)^)ow#-|l`&#-aslLg&+1eje72*KGC+M3kkf
zV@8Y1X3>}3`jeCKW}kub1zqn!``e$iI;%`2MfOYiCAKR0ZJgH!?EJN9EM$e2i1l`)
zn;AIA?Cu77mkEPY6x4MT$+tFwMl}vc96q6O#_B;KZO=@lZj#&VDN9snN6YGSe6E*$
zh?Y~$H{X_SRFx!Ro=b~Vb<<p_=!@QW%h^QkSMn7^KzrZSTf5&l@w@!qTfv?qIQ6*i
zSQzDNV<N%1-SQFpxYK@V_b*4NWh|XKnfWrAYYuNw_=_GQz?zRc{e(Ux_rAdCtu!(c
z5$OSU?P7C#eZ5j?C^kb89vP`qZ6cl547|%{{jTp9n(jA8ZeyrW5Yvn~^8cO$!V~M`
zLfo$%_-puIGFshcwIwk>F~VD~%n)-ZeGz6}v$j9BKPOyrxR}mISToXUS9sjMwNCdQ
z%?QyD;c(jDSj?NL<YX>C<(?V1ca)AcUMrH3PNpt3<#XnE=~(3<fwj$7qEsV+{h)Yt
zU}~+b#3=Ca?oZv(QHP!Jt-dC0*G?Kf08imuDhsCPq8F%uEnQFT$%Lz;f$Ulug((I2
zFT@w<8RP|dSl;|dE3Nh1$boF~HC8zX6DR*J$OcXs%$zUGHaflB%G<F`T8%55Gz)wM
z?#>`hEq7<E!$AZB92QPPVI=+Rm6R~;5Q}x$G+O-d=jUApr}|Z!*(<ASA4^RN^qcdu
zxaU^QQYAZC9?jY9?tWD^v%=duW|2IH$dp<ojj3woOO@Y~%xhC`5IquPL2Qk^Z6ysZ
zDEUO$e258N*?XH5q}c|gfgv}K(TAH9aIo^9R;D#y6n{5VeA`}Yo))gLjY<v);@6&?
ztT`1Tc=o%nz<|E}j{KTof8#;<AS8?-Nv6G9ikdcLIyJdJN;Vc>#Um@6OH;SCn>18l
zN)j_55roM+3Gdfwe;6nc7)0~Vk7+7mHVNf~pne67vejwl;OsI{dH(N)x-(mlamd$g
zrCHmWN7cAwt3Qe<*<Dde90Au}{@339nLn3M9Afi-wd=G07Y_nwzDy<@S5TIl7gReY
zdN=M_Z*x7H)Ni7=ZOJeGDO^Rd(kHOCK1gX$$!q6e{S$hIRvGsTZv}0w`EJd6SOR*T
z=4PAL=p?=_rb<H<sniBo67bYWpIn?`Q~7jUcZselyWi0cf!EfwE4~HG_F2vQ&cE)l
zkH2o0XLfhE*VXz`h5Asy_O5kT22(sQ+{rsIB)Lv5FAuBf>f7<mSnE}LswS$WMvV%x
z{3ECI{y9e2w_~Qos6~YT0$mP*psfC24+`?VwG_J%C7VL0YfP$wD9jtLKRJ(%A=L10
zUAxQsB$gQ*B!AuXM=+^&$I#vd4+ireTUNq^@wKSCpG61Uy*$RV>-|){OG3}adakkk
z(sp-wC!VMIyd2HEvHvpblO`h^g?KB^X_xWDP<a)<a3(EkBeRWAkp=xZFo)i1rRh49
zA|0t2kUqZ9#wU*^{U0$)w34fw3{{#bP17;UwCQD}+1^4AC3>pc*>tZAC*!v5%3d=^
z_4h_z-rmF?Kl9!Whjxvr)Y{v{^YAV24yd)qODfXq(w<Cq({WEVY%E=^%Qe=%q&1MY
z;a&AJEL`rAr*g_;%?z;8bT<GL?9jX8CIrx0-fp#8FjCO&dbe>>KtOPm7E`!(qnL0_
zAY1|WcCYC_a!1dF&%3H!)>)&P_PU(kp<I`WoJ5y@q3|4%p#?*0amYVJH1eYSbK0h#
zA3>>&wcYK{BhJP1%e&BKpE0^wjjj|b_NP_v4kCub)p-7z{e`)w0;eS0cIn%zm^LO-
z$H8!<!z)V?oX79BflH_!S9Xe&l6<SGzZ>T5o{w|1OArGDw<<Ru1G>?Kw>GFE@ORg^
z{?-|{ibY<~w2#*()?fds8eFP#`GLQCdO%K0QWUpPRotyQq~NoVT6@0a7>~++6WFnD
z8+^Cg#AtT}=SQsngMnXm^`Eu-w?c!>^635-IwQu*4jC*+#X(D5E32a*1YD4Y9@Ngy
z&u<SUhG_?K<Vz*_6Cy!SqT}K=dkO{3EBhkk_uRAB>2A7GywY^9>=)RqJKWdL2+&ZD
z+5)~o9tP?O<=&T1(BF66Fk&x2%A2)*iXqUtesJ)6!tBILD<EgW3}n5pDer$QnUg*U
z#|;u8uG7lPZJnL#=9NQ;NJ+c<`^Ao^!MK2F)5b)~+(_qg+yk*cgEKlwNLZNVT3hS9
zGPwQ9w`J<=EmZGL<cK+OrOgLUQ<bWCfUJSf>pnyq=6@6Vce=W3fSx#>uM`3a{WOTX
zCQCKhb#-+s;XvRFQg$$T%#VeUrWsyrjEr_K&rb%J3Su`$3$ZaVD7d&Z|K<I4oeHZ?
zkdQdPh3FI8&--uzK`}TyjK||zA(7W~>wp)lQv3vR83hFelaXYy#GzjLf=Wp#smF(o
zb4Alpbo8C1AD2D!@2!aB-Kf)AHAQL&84JZ?^?WLaAkBm;;@AbA3_fGA*(|$W?M;Bm
zf^2PcXlQ6<Mf)iGh?Jk7pPQSTkM9{|d?3a0xmhrcPVbFRN^0CmxlSzCVsPBI`DQ*Q
z$xEkzSQ!R|TS3lhI;?`0E{~Q9V?)6FlvnV^Yq^Jh@FU39YOfv~SwdXUcw`m(-<D|B
z>wrB$16wfP<U|9V)k(gvumA!+E{C0PjZ&53nQfQGhK82wSxp-o)<<Sej~lB>92pPy
z*B?<avD<?gxY9#m7qD4*Ln^;lpe=X^h*YSZIlt**g^hAPuq#g#CF-WF(vWK%*`Le}
zF|>bvh<&T-5;h+wP>Z(XaJlyJ-oCdU?03N{Ob`hKlzMu41|bsidHy@&cClV<xdYK7
zE~|yo$f(t4thSeDkI=XL4-tzXzf7dpOhf+MTWCe?OsDrAs(|)_&|HC4_vX&?`I`NK
z!!_vU8sU%Bkh2p55?~z?!dXV=<^V}>fWt=w`R%h%5PYNKzJk5I{Yd&~Rmp-?ovrw~
z8WS^fVyRj@@;{VGhc`Jc5%jR0HrtpP<fdHCS4ZQ-2kleD2C9%V=st@@Lcul$s`7In
zt-uS{q9+82*%<$eR&{}7o<i(^(OOJLWr=Qk*1Siiyx-L_#J+Y;m^K&voqg<l;BsO*
zuLl8l?wrNv>OYWXti$I*^sVkUsLel{g1~|Q?DOWRST=)CH0S*B?vmA&zTXbZ&t@0}
z6_r6p{EyN#CRhy}PDVeoO=?@}Phw|c*4@LyrBcl(U3N#X(uVqDT>mDQ!xfmNJ5qtU
zcW=!q7=rY{i*L1Fs>2c14;A)@Sowv|@11&i=-&*D``J(NV1?_Y>N4bYX0J9t<@fL~
zhgAvZ_xthMQb59gt$HjHqZtVqaBUp9At50@fBqB-{<v^294^3aZ)ay`jz;B-F4qiS
zHla$NiroC;!QeQ|=R$Wss<;`$63rm-4Z1n&aL~+%><jKyAFeIyXizT9`2U(d!g!&4
z4hVaVEoHfilq^_qEQ>xBzEnBbJC)P}YUY?}$TMP5tFpL3H$6T5wEd+`VfG*=sdH)0
zsmYs>NH=1fq{@@k<2ZYW;gEzc9sA_d;ra6ep_@CPb8uB|&5YyI(w^qpRw!gMX#X(K
z(ofGwOMmQK8DeGmRAPFov(n@gD{*?RPq{e%#ro{__7s3gnRc_){Ye*Eq-a@Tg)gE#
zIv|g<TY4hc(Ew?O|7ZIG@DaQ>^M=4m7Aw!gHIB<vmMYZptE)Yqe+vf{wL%Sj(z0kZ
zs4Q!km&3$FjVdT;E+}wubi5KHWW8~Ic0m{id}XuK8Ue5SbamilagJhUamF%sgyGO0
zoYdmc5xz&A&6C?u_&&3c;P|)q!k-O#LXwzGZw_XL#>UE%Wjn#lB6r;kK8MeZGnNps
zq$+>?y%(li8;VMSbrmkCehAk`rfu1F?=Vzj&b(A-t+_Pk@1A|3n`2RXpLV<27K1$Z
zoYX<i+p7I0{_7Yz<#MjhNLn|6^L41a=fCq{adB}2)wdDRv9VKt3-Y<!PCVcjp^hgJ
z5OQ*D{`_ncUN70Z!A*$Sw-#}3PrpzW!w9}>$0aRtrmat3=q{3hhCUsgi+8IiHPXw?
z&Ep^1;1v<dRieIb(s<ELNk*!(|L|}zr1&!(H(tV^vQzKhn!hZXKE_L-C|7wexsCL8
z)>hlM3I9Mij3TAq5>cIx2!*_FpyB5M!4glSs!?a9p0>#uDMV;i7&#_N1I0U^i|74#
zu(WeZho5uhV2D!nPh59DWY4c|xkhYTn8iDuo+`0?GzqhpTCjB<m7Ui1xv)H9F!Yah
zuhap9=0)>{jbRjGec~|Ir}`ZeIN5+iGrF1I_;{fbd6S10w_X|=2ID_OE<pa9<@In=
z>rPx~OYLS_r@sl^H?l<-C~iNqJ)u+t``3Hbc`lF+DKqQl8y>sGbRo$0E<9_WpAA2<
zu(*0@NVfTi-<iGtu)@n7aYD7NHi;d$Vz+Z#AO+o0WEB!85ntAT!OuS?b*|agVgC3p
zl#$V_er`_*eq3E$J@|zeZGJ{Q&H^vdM{L*Y;f0>^+tG|-=a=4|o`%Lod~W9wuJ?v-
zagGlEC=Xp--|rt@Ck0*`!>}`bcZyjvT%K48B+Gunq=WNjrCkeXV?l^jD4ISrs&%|L
zax6E#T*>gTu>!=Q<vxmBhO(!r^S?9w7d8TvcN7w=k&^i_u55OE&PVedes4~f!|3tk
zmR_+0<WYNjW`TbR5EL2T;~Whw1@0paqD+ift?E%HF(OZWKb+F|o1Iyl^vFOV?X~pv
zarqan`eW8m{mQ~liC&OP49mGb+>gN47xiaJs-+>MYje_ltWnM(svLoNR9l%p)Np$e
z*vy$}xynR`Wd^W60xgps(>WZXb%?V4qGQ;;kok1=UBwuqoi&fH-5{({`yMZ*#@Y)D
zOMA{Uw&t1ITu@nfe+&N}^2}lBT~V6bNa#Ttw&pn911Btu-`$u_$H|VKGcmOwJj9PV
zGJ6b5#XD0PLod}Ux@cdrWo^;G@bERar$3%*a;oU<P^aY1q&gX5ZR}h3&mYvgLUDKc
z4Rfub)Jy#$by#0KYB!c&DCqMP%nQ>X(qi|Ydns0Bd9ST*PgX29ALU+@;l~Tc(p75F
z@A^Kz-^QWmcK%BV#S%h7OG`^leNf*1?EZM(U(AO>I<BWn_qb5mYAjsy;-8nPMwD&m
zWi)n89UA{cvX@ndl3tj^&`hza#V6p={MnM6%1c}F`7eBEwD(!{#=0>xvN*^6`UjEv
z9b+L*(q@VFdE;ffMPXrj*qyM-A4ug@vT}svI19@62QE#iB>KQKrS%5Nz+Uaf(xO8-
z4*ACThZaf`Es@Ka)M14o_&XV<2$V@OM}~BH-9?B=Nnl@gqFzL97{~Jv&|!mNMrH4L
zN;Bga^9raL3cglA@AYSYD(9y*O{&^WZy<KFtzI=ECc#0X+D98rYco$8SH(HdR=6~j
zkEwl#z<usTEW)3jgmKh~9IBFi3`X>+0uIlapOfRq4@fR<nqp;!tNHQ|@dZcs?byKK
zM$9S7^0Io|90AN!TA3wq$m}HdOFz1&s$U`SGS!W|An~7{0BLgE&t4yg4$9ciW4DQS
zjmj5s-w1CU{kJdqrJqlZBoPO4@pxCXEfB^ld2?5i9iS$54D%gA6TpFLv;I^LAD1Ru
zw>-S_zW=LW%lxB({)BB%3a94-(#f^hc3atS$mryZ53Wmp5;{{~a#lOP*&t;hN9C3T
z*UQS6&0ji9L0MtukLQOw4O>-)O)Q(EWa=#LKV<8WCgLEOEZzAW7worwH%cSjs@3Ew
zLvXu%f4nBVf@Y4F-AzljpWXR1$K-a1`EQZbJ|W9NJb|uX>c69GoR(rgcJtHQr-GKS
zpJk)W_=51!>RZed&6{mls)!?M5#Ktvc!@lkx=V_KcNQ~~Q2_)VR`YKVdGywp0}P9>
zGFe45LaUk(jI(%>P*v5&k#Ob$0_<H}e6A+MUfKCd!+sSzEGU+F;jS1T<MUe^0t*WL
zkhgxTOWCqxm?4zB8M=HjZoARF(E6h)0i%>i>Lm`J{CNjOb3*sl$u57lijr`7uS`<^
zymT=nFlSJ2oHIN2q1gO0mDHI0rFnB$mD#OUv?9{yG?Kag%v2KUia6(+7;fay{^Pde
zb0gTaJ%!}nWaE^(1b7JDuiK_2Q<@oD8$IwLaYz$>k~@grY)BKMmpg)KNJ~Ol^zuso
zs|CQp?h;|&7+tQReJnNF2!FpM4qcasBrk};Z`<q_0xcr`i56Sx>cm8-^2@*5-@WRc
zJS)=oYSY$`i(ONi{0B1{ej$r*?V?1)wc^8LQzuqy17MUAUt#gc4OL&h?eS%Y)y;K1
zQ-a?*NHp&+JI2_hQ?-d~cXtK6Pa@mbU+s`ihU1xEKoO_~6mVk6rB9s0g-JTmJ{GoV
zMV!sFEuB<)oPSA5IVkg?NOr9jj#H;pn_@=Rme^!<?^KsRr(&;iORL=a^=RN1Vx$lh
z;;AK}A>2%r#MmmC@BfPq3VDjjmn?g8j*gT|QrX_5kBAdFukcRsLjwO;QYqv;Us{7a
zn;0iaNG)6aDyr&Dy2GxUgB2nbaxEg*6WXL`6!g9kcd1dNZHw>qK9iWZZ%L|DirGKN
zI#b;#;_h`KMc2b^ZVzu+NR-7Y|2H$^wI*amYGR9Z$;Fv>c?#;8bxSag@>y449}bsH
zJ2Jln968B+(^4bI13|jb%Fh8KP(8SsE!8ZL%@|$YF8%y^go-hp`&VwFdmH$e>YE8|
z5jsULt<`7s^0_s+_Xm6JEfGZz>q`z)-b8%V*9xv!nv5!rA<hOa891i!W4cQh(-6w}
zScDs+V8^(!MayN+Bk%TlxF0k+ks+`{wZ*e>@UpQ7v&)O0ZEpf7wooFk$lZ4-yj1k}
zA>ol5i>Q+*j<adu#@!7UECY3>Z}Jq19I0+N<5jxpUUEflZJt29W|6_{9{?(jW^(RV
zdzB8mqu>QDmoiZG+hM?+oChyv&%y|A?e-0RGGakRZY;)<)x^N3osNGyNY^jDB(sbW
zGE#rBeZo=g^jp*sYmPYla5^rwf~76$XcsmAVK{R;$H%-6!O`?@tRx%sO0sE;@+YL|
z0@Ta)0`yVXzOE^;r7KnDL3-OK!O4q%>}*O}4CG>p&gfFpg}flzpoc5k`_YL0Vu_DG
zgW9bx2V0yt8wkRPAKFkX81UUZx62No;?%zMxf&FHVOXZqr`YL)KP8U$v@rz{H-6Xg
zP&1ht?%*l?nL30jA1p`T{Phnd5({+l!*_#=fT|Fp$PgWDN=?o$jYe^QHOOD47^k@T
z_v<rQkfWspXXD@9X(lO|JQUn+?@IMkT)LwoPbjYB(!&OYe8P*^rz0hSlNBq|KvPJ*
zt?3$zKz^(7*u1e<yR@2|F8eo>vLj7-Fex00I7cAlm@4Hy#PeG?+Nu6w(5pqAc&W|6
zyF2$j&LUek@m&rx-%!Hhz=VU;q^2^U2~?nlc1BW8*V=tLd?8&<L~ywam3`8gBlc)N
zT<B#SQRC0+kZgn)V#NmL))_5a2TR+2j0RAm8m^k&puayG4tHy;`LB{c<1=cs25HTi
zX{cEz^N)XMVb!T_H38p4BDL$)`dcI^gct}5q()G8Y-;s8&n`AQdqwqEh&OYetALAm
zNR0cS?wR@iaB~o8LbhMZ-0cy7eZn&>G9&y50c{4an$G?5fTa_+ObUox8Yq*-#At4M
zQdX3uUSK{T=WU;3IhEl`<SCRlmt!uO>9uK%H>tZ0?@i<!E2Fc(WBEaw`KEi_EPz@j
z20Hpmqa;bR9_;&Rf`CvH>*@XiwU9r`17_C%tXi*4I=OKTmPgWEFB3f?M44G{4Kt4E
z5pIpcBD%8I5bOppNETgtuBI4c0}CQImgiTiD4M=1+wWKzs0)R6tJ2QW1U*z)`=1<+
zE%%Y;18)T!d2!4>Qr}$zlPI&-Wt819A1QLBayqvx&G55)MnXR~&99BL+}W!Z_SF`9
z1`NIuQtEgK7edHIBO?_$3w*qJ{pAL`8=C)K*c%oBPz?gr(T7*H#p5tCJF+0FSJetp
zEYr5FUG@Dx%vL3Zx~D(Nl2sbA!n1iTX<JhIjM7g!r`y9{IR~lHT>U=bA<Lhawpjs-
z|C1*r-)L05-C({Z;&Au9b^Dk3E~kSMR&flYM!+|=Xa?&;a+n&6a=R&c#U-Ly@lmz6
zO$nV8J8{x{GQ%7FWz!;oc6gGBlQbEqybi7DSc8pD-MSV8{9di;Au$fr1nv8U=1by=
z%}Aq5NfRl1QrUSm7e4gAhGgC88CYeBvVjYlk8i5$)biyvMBY=t$@opr?LDKj3B7Gy
zex`fA^P=EJGP%6gK&3_%FQILR&<`g?u5oEjLs;$%@V;q@cVYY&F*wA-YrakApon8x
zyEqvP-wo=vS<)$N+fmV9KP58gMn*)`4xy)|rp}hA8zw4#@p51+y)bhnzOFlN#35Ey
zOpu2bl>l~0Gx@<Monim)GF58zO-_RwO^Qy_<}j57pNRIkAWo~C{{HF3MQzsxjmt_(
zG4jo`s&f0KgLpl!s%^GIs0(k(gj4}4^+JmFCnL-i(u{McUNX(UF*FNKq{V*^e=1WN
zq5pkD(kxFM@2)MqxT;AzJeN`L=w!j{c43rjTKG!;0Q#;eYsLahS?B%?Bz_>+YGf98
z|L)yL8uuK%YATcQ5AD%62z~9UBeC~GT5-dQ+Ifg|@n=wX4W9uyj((#p!1A3dPmU5E
zI*jP2H1@nfmhDS<pw{FCV8u*|)AQd%V6`zr;FN$64h<c>x3@QbEriWku9yk#JNBWI
zDJq=_oEs-IAANYIFaVnT@~K2;Ip{)M`0hX3C;_WM|AsHGx_@B!H||@OxAxgN>p<h-
zpuB>J;|7F$1uZv7l7Xmzii9NliUBg=B52W>Dk7s&M^@O|COohpm1N5VDMFBH>QF7P
zN+So_UjSEymDMa|_!lF>KK5^wZiwSeyz$}z()g3fq%ap95I9HGd5aRu=VL7Mq_>ps
zyi2%r?J=XGksfY$=GrDgzP91|qq&_}u6o*Bw?e<mz`&Gg=}-<svWW3A@|1x9iPJNg
zFO5q`nDOTQ$E(w|wWfF49GRm=7(`qFf0U?2SmzXw-`<}WpZPD3t5=(R&6`}LhsV=K
zcvF+A2;CT{+9YX7Tl3t#M%E*~lg(^S!&?Fkr7dKfnmzv0)@yHbi*RpIxR2_{>G@(A
zjiA0w02)rjPY9RMpa<lst3U@5FCntm1ql%msz5b|u1W)H2W%|dbpJ-!O^1xo6LsD<
zOg+hLd>w30kat~L=@pd}rx>;5JZB0ek&JcENNh;yX|a5F-;%BAh66#peR@iWkN*Tl
z*5HTk#505VCO6jpS*5u0_^Dm6_t5FKZRPNRVMX@YvPP{el90dc(V4>3d*p!7x)=o~
z_yJ)&)J=6P55LH9E@`@(wmbP>%&AlSw0f6Bc#FI(wR244Kd$#UbbaC3MsPk$j#7b2
z+nZ>5_)Vh|CJB+IYx@SX<{wBaVK7Mks)fc*-;Ej$w=~Y@Rz9cbtLYX9U^Z%I5%X)N
z(8HiVymzDY;!#=^33{}WcCXd-wE)}!(i{j~fPa|-HFv=H4*LaJTsRnFk(5UNIGK!{
z7awh)3<+U^3p`+mQFsS(!Z;KLITihY`{mR0@=r>!Dux<u#NGJ?p0(3Y>53e6FMBcR
zU36;kc}mLg(2536)-=dC5gIL_-;9C>WSA1c9&$6h2n)Z_;6whqdL(gkCny98N;>e}
zDDsu!m;JpF*dk<x^SsIM;jl-YOvbhto6Ist?a!Kdv6KYn*Gid|u~yRe`3}1G&2JHH
zL40edaAEs+u~sjPwvNM<*^62Ri+FfLBJ{jkyrck&Qi5ol>Zw;8EzP5$L70z8hQ5Ey
zSrGw&@E5RhZhKk5K!e5xEWAkR2Nj+i{-KUaCA>Aaxkg>{Mf_!uQ;gIe4QV!V24-Se
zx)(n=Kaod6t8flxkhg~Ci)k_cY<r0T*8Sag^SksIRi=(K><M*^dnAh}LANO6J^nhb
z7Z(-2>lLj$SX<i;=-Z{f(J{`3T3e;Nm*0GR%hgU&a$_lOstRx@Az#UyPS&hKoK$Ht
zZWzC`ss%|iNHqO&BG*ln6h40BX1})3-n=N;T(f~4>qH)Fq~>uXKb}c#AQ5T{TlV_a
z<3J!`d#I0CgJmK;wy=0Lw6Mz?$4BS2IQK6b;#v;qHzp@1%d{H(sqi5F;>?QQj~FSB
zCG7btW5!WWt~?#jmmSL#L{jT`X&!HdU%}Tkt`V*$@I}*kkqp^3#yOS!Xg<kJJ(`2#
z|Fok`mYrqYAJo8pX@9Y;78=N&;ySfm;sEu*M|(x|6J?$ZYV$BT2}As8#B!K&VzkCL
zhlLH!S)YgI@9>uFGF=j3(#Zkr-W1u9ovp^H%VrZVt~ZjUm2zDY8IkS-Li_lr%O0mQ
z*5DOdc1OIu&f}-ILHqhm(UlLESEOt4m|P1W*@XC~7@!t;0{(=d?H@`0H=udJu4lkq
zrAm#>7Shm`r*vD<7R`Kl?%v;noT<6B*VdxZbwtgCy~WMEHqqYK4w#X*ntn|+jM4JG
zH?Wf$<dzI~rPyxi)Ib}nHa3?#$W?eKlK6#eSbeBEktpvc6%|)2N@9O<)^Dvf7OU`J
zCK;T~b$~ylcA?0w=@LfFbE(keK)!4Kj>IVJ$oKS1016p>Z${j0F4?`d=s=<lxQ%-v
zE-rVV`Jj+Z?}1^N|1_O~k4JazXfk>6T~{{ccY5a0Mi0-t%H(iVyj@%g1_+!KXX^7%
z1LL5DB^KY>%h;0_|6FtF)Y7*;Q-C}f_Wk++8U4WQL40bZ>~{>~n<Yt&`)cq<IleCs
z{FmETOEOp|-F)LJD0`h)QjV+vYxt(KI1)0m!->ZWKTzM^Z~QFs`JQX(5J}AC*=xTZ
zqfVTcg`Y?Fv_Qgp9LXGy!AU9c_qa<-Vzb=jOo&@Th$jgzqT(rzlP=2kV2BTc%ubb&
z-Qk}##Yi4pe+{BBb`X93MUfjzb~Vd<EHMcMCkTdH(+5;5i8z<}^J2ynRZ*Ot7fSC<
z>n#@XYKyrinWuZ6p!ZM*9!{N6_4BTFs-hGmYzb@VS;iQ(`q%laAG5W$PK1?C$lDLR
zE3)Ib5F%Y=h~+<gI%=!RtAPx;e(oZwKVwYGPvl=!KN0PrB%?kQDy=MZOzcyWdt!j?
zkmot?K^;nD=!aoZ(lvs)b*-s!>~U117&wZ!Zx&fir)y*n{-az~<xywg@ip<3(S~1{
z>6mXkK>MnsYpwMP!baG1U-cmzH%cir@$|RR4u1~JjS+}1hp%0<yFX8dX=4>vlwsKL
zZlG%C(%fMA@X6bE?LG{ppU~5-Jbm-PSy8-SO^9L0N+RU0s}IMdTn;{7%HKl#D|Gxx
zGqN%*#ZG^fj5IMI`_t)TF27y3pm0DoAj=j&vLfxJ=0dSEYfhFD`K#|bUfd?a>BgGW
z?c6eLK~R{bu6~&7{e2I@5NcZ9EW?_5CrAmG@J&U1%akS1^YWCIUH{o`udb!(_{big
zgklm}6qY4k?ARW9*)5g#=xjtee>gt<<iMHeyfp`RIE(j?;pD<<dy-Hw*}vG+M8y-j
z_pPh!qMENHjmti)I+Eg;=4CB3_X)l`?&d>uq9qmG_7>~?J;Xt6MMVWDN1XGBYGpPh
zKU9j9C7W7LmoHkfsDC9hT*V<Vr8%@f+UsoNmdc7@yzA{s_UdDB##Nl*>7Oh{9O7c9
z`>=lcG4`REnJcHlx!n$sNRs9}$kIm?aJQ|;QPEn0gi&$tJ*q^RTk99(^o1MIgjh@)
zmiq&#*kFoZ*yx{EzR|^+hUj?8VH^#hOmuu5U|z|CpQx4c-j~^Qc^}aW-MJEa=bD?%
z@_>RoB-j7#q?#YWp>FT877CenLHYMjCc+m3wYnv<jZnk=fwFop44kR&l7DvA7IR<D
zLqbEe(1t<M<3pbezTmf?5ft9wvzjxBmzth;?}`JNW3(uPr^~qO9@FZ`Y#FyL36HzL
z-7ed%>Y9p&J1MWw$V^TOR*6GVxlup9)W6seGzD~_8SVCTViUa~iYINskUhtPtZMU@
zgtZjSRP1$>L8SPy(D_C7K`X{>3{zOBa{AFK8~Agx1f4ixVZ82lYsN{xl3zJ~{vdd4
z`{PAcAdU@=jvMl+8R>v?r0&d)VII4Vfp)Jz?$q+M?>%EI$q^<e{*t+XdkqLPl0~1+
z$77?suo&zWN%y}&dCCw=)POj#{rIbnfE{_FC?!EXY5=v$O}z1YH`CRuoZFJ#=zn>*
zDe7smJ&6#f<%Q05{dqmJ2?<xmaQjWgkqH|^JQ6bRjIx9<_Peg>Q>WKVxL3*hnHiQH
zow+3EYUz!!^yfBSy{hyq!v;4qF)C!Q$|b#sF2tI6;kT7-W%W<IOux)VRRHtE;nsa&
zq+0YnZy0LBha28sz#?M2H83XRaak?<NAHVg7uwW!xO0+Hzc&65Z;o1-EVRM;N^U3N
zyF*!e#kGO!b0PPj2Zbo88mCl_4%TU*{Si3N@-wm0C9<Q|u<#Ej)@fB%JJMzLw;RWU
zI9aFvP9MUO3f^c5@+!AIB_l)*ah&YpO_whqCFnDlq%C+jX^P5Aq|^5c?XNHv)(;pA
z&zRI9?pdUX8UR(MoKHh@v(LYcU_iHi+|(i&Tf4_PyOJJq0JJLFPHzu|Do>RcrI;`v
zt}NZjvmXsM=ADLs%_DzF{ho*MOvc#A;%SNrYil*F$`K_odSydKOcJ18@ljqA;YUpP
zfqI?rGT`qgN|W&I2FQZ*e%~$B%j{(vm7L$NlT|;fDDc{K#}p&Cq$d6Oxg<(fZWNdL
z#i2Nrraq_@&It-x+~%c)jVy|R4Mw;JE|(dGUSdas-1e!Z=1is9w62W*Z=ggRp&y@z
zVCDAv-MLkj2WTSR?x){kkoTU8l{Wf_006{#TSSGStIOmvc7LCJYoD<ygUv%oCo8FG
zbZNe5#tLfv<woAqst$Mh$N4#J>CUCjW^8I3udOjGB;-4<YTZZR;`;_X*xY`FxOUpp
z-L~)OSRdbQLqc#61vFY=XrGsQoEpVQ@DVu5GYO;5!B*yrClKd_%P%M6T9@?IyknN7
z#%9jSusS~_yDci-3UAk3aMF%9YK!-miti;>6&dIhsUORvpZuUR8ZMy&aAE7$qzhb=
zW>WK{`S&1u!~WSP_Z+!r;%QU~<pCJSW%IjyTdjg&mG^HA7vbl>AiQzRB0hDU<RclR
zZ8EffrZZJQ9O7`>e;X>fU^)dCD>3)()2l;26qmvvMNX5t6EmbWJDE`#9AIKC+MSGa
zFY*M|OY0vPLX0Alhqr|#URP(7)Df0ss&Ii?lMgiIMQypPN^K^@3~FytoV8aySt;6z
zOmQ(AQw9vA=vuHd?7G~wNd_l#pIx0r9Q9;n<7NH$PPG=16ZB^^EVrHi8Hdp0L9Ay&
z@ecOMx28%8n(7!2<!@n}Kig<!z8{KvXvN+d08#Rn@x4GO>j4u&RdV9yEnncelioeX
zJL;6uaThq*bpKkN6kC*ZPGwRL4o0oM)7~A*9_v-o@wU{cilT{45EJe}LOA>+J+#SC
zaA{FW1k>}m-s=NOq~{72$za>AK``6%Nq@w<>sUdmy&p+oyW59z4Xr#h3>@(L*he|}
zkQy1PTp9mtsHKG4Qk}}WAk70q!S8mx)*zP$)uGis@Wh{~+O4W~isAyc5!-$_<zKCR
zI2Z!I%5#c~<mC#1_bom)k1F1h<_hgTKt8sf*~GG)d{;GB?V6C)pPeWC3Fb;yf=sB5
z0+rS}fKyj>r_wCciO(+hbD1KCm~e2p#@p-$qcGNqkCD-U-$H)-19lTId!oXYx47(&
znoNbotT1c%EY!JIYBfDWNl8osY}fC3k<%LVD{nd}(GPlIh2bZDVh!90hY5ht@pe!E
z8@cq~P{VZt6<;q3cGtBf>4N*RBWV~#_B?@tWh@f%>1y>yd&$Fz_Z<jHf&-SYji)LN
ztsKn!EO@b_oj@!LKQ5rv?yY@<lBuu3C2F_zn`}D8`lKIaVhwXR{^Obrw>beC*|nX1
zJ}<Qot%d~?T<IIm$UJ|8jl(BVl0ix&5bwPgm2j_FZ%Zi|ra~d{=Om#9WJfApSoJIw
zsynJz>)OA*%?oE@t#+7!XSn#Sm0Ydo4iSenwis{gPa~e{wJK(~J;?IuDix8+<tw%t
zOg|LAn)kYH=dpxUw-~87YE>DZ`eeT|I|P*{nef`*FH3>%S}mish+SQi#ANBsCh@?#
z{cy_x!SXgKDM>Pc7P%SL%(so(OllCFz>KCce-}{D887N?>wturn%f^EQx7T3<6mO?
zwW-#WFd(a0z@Y81eVG=-du~Dkdtt==-A*C03O3M%4fld31+|K1)T))x?&1y8owle4
z#*@vm&xDjPv5r-+oJ^OzXxrJStotDex!pj53;QAS#XBmoXks!t?i=mT?X3fP$hL#M
zZEz-sGn((>S}6P$yFXt&n{tk5lJW+m>A!8F*L#MZ{@vBpb$7WNg~w?>lFVu_2Zhi-
zeC=*P$r-%n+JlDQ=hpn$+)dE4aRAq+H)T`Nm1J_YNs@ssDx*z?aI3TK%+we~Vsx7!
ze+5Gcfjqgr`)mc$Q228{W1RM<9y0ae`j2<#A?B*7jVz0>P_6aqgzKFs(NbM;?P-;9
zqm-UCBWKtA`5^)c`jpjjA+mLGi2eQLnxdtYHs~EeZq+RUFL`Q{mqVite}jzg-FcDo
zcH*s;-9{bBCj^D>HS5vKR&19&QyEv?8ypM1keSwO+emrZR{L#I$|_co>C&i;B{^Gu
z=!2DX%V;yluC8kEg6W4t(_Jvaf+&1J$~=UEVgXEP=WF)}P|e(&t`S1w9R1-+uyVRL
zA>(AI7WhM3Xyjo*kddr917Yjl_A_1gE-pNGd8y6_9acT?Hu6`IMO&Bu2D+BaE{%2s
znJmqgxh=PksNYY!2h8}NUQ4LuCQ3ZAfk;+W<Bdxms);^il4UUrMoKrZ5WYDb!D0{}
z!*}mqlQBxly#b00v}TNN@U%lQzLCfXX&tBm?WYj6F#LM|ubgFSPS?k}QjJ_X`I9s8
z`e&_`We$gJY5uHEy^+AwWo4ji!(sYAGQ(PZAkO&k;R9&q+2)Wr(&*54^>A|=vIpuo
z3ry2N`9{}J?ZC9&{{Ap+C;@CBArE$3@9^_^zB2_}B5a@__!rT_qN32q{$JlvFmSDv
zY3I%>&rg9ah6Dy(dS`S9<5z9c7&tjTpu!9UQ_YQypv{fr7rl0qnPMa(RFgZaR?9%+
z-oH&mC-mlz&3B*y1oR+rTh7t~WgMj<qd+w+&Ak5cLEl%T5aT2Xmn^vV^AjT}?5ZVd
zjMj@azP=EZmXQ6Z7#OqJZmzjT?LgFJEx-M|k}K}&>iTOwaK0aOl(d3;)@9X=f`>=z
zNCRRJNE&45WytZ}52wG2n>yP&|8~R#wIfMq=bOL1VHDEI)7c_$U|2DrJS>)+NB`7F
z<xH&S!?c1h=D$)dO+e;Md;?mCe5}^mo?35L;b37=nlXHrz_2<xI`>d-_mamkf3>#Y
zE=uFdm7B37zk|bo$LFd6n+y!+<M7znX)h)PjV<l%E(+)iJQB}u-bicuTdS&bb$N-}
zjKTfyZZ`vz?zvq~mV?f>1>S&N5UY)%mg(*K%9<t4C{h~*CfxL`<B2&*Dh!k1WV&d|
z7xE1l3QtE#X<Cw@ZQavQ{p~R^!DSXcp{>30>4l^w-&5@Xz9IFC<d)iOxvmcoC^kCm
z0s-9*Z8!lkYUn-iLX32&1QWe9Kk#hp%m7*1oir}Y__vI=U)1WXlFG|Zr)2r*oax2|
zK);XIzm50O@gGJM*CHycT-bDWrQ8fK-_>nMxlR5(^uAjXL|NNENNiY-Ma<5@<Ku<%
ze@$mVzS#b7(p*-yXM%98)SK6m!eWksgO}i;e!P-@vEL$BlsdFHo>>8oEf7w!NUeF@
zrpXj|T+gUt=U?C|Lt1o<joB{Nn1_aj_D2!&yVy9Cag`J4Y6o0aC@9;Uq2(w_Hmj<!
zzR*m)GnB{It<kZwyS%zO3)x?8lT1|C*GJeW`x4e$WxqWL+NoX@eY{**e8pIqp=QH-
zjD+4-ev%bhCkg{P4Y65&Qr&rcPCUxPUgy#Ne18ZOsk_5Tq|xhQC`SxHH37P{w*Ex3
z@^#<+3xmV-Nyoi1&^9#-+kb6F8@Bi?MLvb8>#1L<W-^ve7cbFE|2~sC{>ty;hY#3y
zTZ-&17{7in#%``k^(K5zyOZU;bNu@C&r0MMAONlG4n};rp3|*18Bw5)2ggOO@#c7O
zIQhIu^*|!&Mj}n;SM1^SJy$EqG!8%{qXCpqVJ5G8N5G)JQ0sm*2G;q8&~t0?V=Waf
zO{r4vuMw@4GVgz#V(&lVsrBlE7@PUE$*Rfe5J*I~H#Uf!=^&KN38@5wFgOA`^$M$p
zz8p{NJA%fc+p{y*?RZs=NYrLLUyo)>zSq{Mp7U6nqmhw2u}nvb$&F(@POi|OJ8_p$
z-wbU}azDH_;HVw>XF^IyNC1)40_dZgfI!C+eE7p=J8d0=q1Gr<P@G~3o?ymuxiexp
znL7Z-(9%(bRrjV}ZYFN<*RNlIE+pV~J_2>Cq9RTp19jn6$d7YQ*2`GJbiC^e<2OBU
zx^|cA?C+-lQ0S-grpfu3I&tXK?GcoL8DS9E21Z7-Ys@A<gBxf`)P6GM<mQ%5V#>Su
z{rl>NlN)E@E|+kfn_=H!Si<y#r&+qZ9&B(9khHyQ#maIyABA8Dt*f2b$;N2WpMn<S
z3_h>ld`FFpW9Jxt+b8w>z8!Gl53mLq_}Ak?h%37|fddr(s|6@JKnEg6aXY(n|95cE
z2sqQVmfI1?rzY12Gqp-60<2CUR?H6f(;^x4%5&a9JL<!J&Q_e9oM0CY*V<ox5(@$A
z?O?mPEBU^S)k(7a;>I*;2G!z^tL6?}5jtR`QDr3laC1!PbtMmQsW7zg2H93B<3Rnv
zfs^*r6cAhW$IAs?U0osaKb}p95sJ7&iy37=jEHkQx4m(c&*$6qzX2M$t2bu8?jlIv
zfrhQAxj71lRRW-)1^sWYp5eu@aj1fEGsgFe#AIY-UI46R`R<Hn>et^)Yu<bqM+x2H
z6U(F{=QG!R{(g=M+8K`(6k7f7aOI>A=gP;%#(d6uF)Q_8IhyufN1~a-FoX@>d~NW1
zdA@CDH0)b;@TU}LH7-Cli)<Z3-n-gNcD7zz;@X^&2c>+cM*w)B0WO2l5ZXOcuv=~k
zTSE^WX8hwWfMXzXPUdm57kUaqjQH+_!4~_K3`+MBLi=YfjRaGqE=MPQF9b(6=<<33
zko+pnl*j{U4AER^ve#SdAe+@O80G{s9=Ub2P)(y+mI_)<L07iLnWL#`Z=9M>v#Rnt
z3R8Gff$bxVOg9Hm{7|<Qf226Qp37%nU-ku3vs%eSdasA$dfV3Pgv7+e`C5p1^<!f*
zKjl5gMrR)4>EGbd|J`pn7X?;p;T$wm+zy1i5UeKURCuX!Q^xIzAJMN*7AQzay6EGl
zWi{(<(3{^Dwks$qf{yh2L7H;VwfYLfr6D$ijE2ciyY?_8TEWO>@9ls!gB3l4Ce7b=
z?$Cv*M~<jjN(PK`pT6ws%*2S^4>OM~=D|Y*$0jD$f7|E+67+iOC6(8gDlhf^!PLx8
zac}(nBJ$B{tH)3R-D%qceb9%@PNZtM;4g+U&+IQVsyf|tisKynj!mFBknd_-2!uBv
zy71M&1R~=mZDy9SKjETRer2aXe0L72FQZA!6huS<;0Z^4e2^N{(Tj_LLP(TuKAr3R
z!QTTHOcBoR;ZZX;WK62>s>k>&L3i(ZXFzY+yUa+(BP7Nrr{>q4!}<)R-42}hKB(~l
z0mSvq4F-5)9#v~FH4)kzRexE^n8t_$aC`5C0ABeK!GOLp73z4f&*)%kTr-T+2KR@G
zyoyIZv)-xLun-B%Df$z6f<Ako19sRMHvdV(BS2~jj#|=mK0RKqg<)S(m#VHCLa~Uz
zW)0{Y1ikgDI&Sayp~hjH!hif?8zI0>R>X;b8NWszy9Cc_bGzK(K5f}NI-+&vgt(#T
zf~nC%j=4b(|ABwJxoMbKJm&)nTieG#r@J)}3*;L;M?PjXTp}V;&8K!|>Cs7_-#0y1
zs?mZi2l9Cj&?g7fQS;jn)36V3&61Q<o;b(%3s|xsH$WM?dMFPcgqLw#ZWmjiPuO%U
zJwhJaY>P`|&Gr?Mu}R0T!v~D+ucl;2OfJK*nYZj4Uq{05c(->Tvq3pHzN<6a#&IXo
ztcBT8snzO!U0mLl%;{jVdH3&KCTv<ZsZM(oJl$ueumwsOR^9iQN0Q}p3~Chuc?!~L
zT<94UU%E{SAn0OMO<{upzj88^@z@nsR#xWRNbmbbTvqnwsCrDt`)>O`pA0A9HNnaC
z_j<0teVSH?8J;E@8~#_XJcC*7A^?j|L`3WVHB!qQ*+W<)w(bb1TE68v{wnYI5Xs2M
z=-gQN1~@oMN=mf~y-v`zIo0On@rq@-Tw-EU#pXdfpX_<L7G~anUSUF?N4sK`QgWHp
z5RaTJ#tK>A1XaVgTnzFBL+kyK=Hb%KNSU~ttvc=C%!B^$oBb&<a3T+KaH52mQQnDW
ziWI06^Z#290IlBt19Ar;X^ZpXr<Ff{h?|N(iaia+siMOMYL~&RQ_^A#f$rMwZs2$c
z>47)AR!zh)HWSSr-*>E4MPF6~?bYuIJ<rwy5F@b|LBI=f5V<0nS)AS#?U}ir^&Yy$
zYGIN-(Sc*HYvPv|2v+d=rGI_?awG_G&`dvptY|$v4j)W~XCNUh{j`@86$IKE%*Kgc
z7p`~%H||2{H`<mPjiW5fcb=<VwjBZ%Rto;3gxvgm&|6<jYnhS3>KjyQ>DV(}RA*!+
z;|D>P@csLDa6o(e`uNT|-n>Q#b4RR!LeBM^<3S`22bKQds7sSX&u?o$L>hpS2v}A+
z=v+_Ef>P3*!@^}^8OwwV<^a{IDzJM%uYI#OAp}+>td}826Fc};(wO_L#Bw6P!F<U2
zx?ZyuOou#ZHa7u|3RtShlqiIzI`b9SuuFek7A|GhTUkBE|EIkxkEU{M``gSZLxaPS
zsZ>I!%(Hz?8BeI#R3wSCO_iApNu^9DV`WaFB$=YfK8mvIBqc)$nL;~co_T+d&U)8b
z-@CrGzW={>|6yU<_wzjWeP7r0yMEVw{V)gG9`WsBi_$yLlOunysHQnbRYL=<%a0wC
zD&A0?KL_3QQuXz7-Jeg=3hGupUvD+JQ`FAH$L)9RJCq!Lw0{JlGfO!k`^^5JQpfzg
zrcz3yvzOIfQ#%f9vV2)}aNd=l!~E@qtYMlhy_)90c(=IRd0pA{M!xBz^koe+JXBKh
z@;`VuKc~}AA~#hExc@A0yr=JpWWb`^FA7U+#bgNs>rb(i^<h=kdoIdtSI$3F3fTdR
zX}>*>-pwYLdgm@&5ZLOZ=p`~R((lmXr1(nZcxzeO-MyD53r0Oe@(x`MV&~7Z47Mrm
zS8skL^O(x!^lZ7zr~mD~rs<wb?#ipTUes+p&Mj^3u+QAuEKgj{DdD^fcgati{5ikw
z+wNN;O|{Xz!m(#}*iY*>QY9=Rtlm@i^vb;Kj;@smXWnmS_AB3J`bdo0m!u+Ax3!Mf
z=;I3sfadiY_R)cpb9BkWWj?QUZpN-t&X+ziUVS^2$L+&|p|+TyflmdK<m;Iu9<=dR
z0Xy6MZj8kI1k=MkQ|hi;m~70=CtB@enkIG!Tuo0G>+^{`aC+MG1U%9{(Q@_1Ip68K
zl)y^<p;k)C{bzAxzV{!-(*5(cE;LYMrZbJ-ow;&jqT^leV_J1{Z;$g`zYF0vZ>HZ&
z5htfu8Zbu$#jpnn-pqAu)|JfOoUk||za}v;UN(4$=4#?>b-|xKM4a>CiIVxuCa+1#
z&}l8tgJWdF>}Fk-w-g1Y)Yu!9jdH?yOCuHM897QWJ_b?NIvpP_uw+oB-3N+#CvNR`
z&N%0km#NV}C)e6;S~xw~%x$|~#9J>*=#eioUjxa4V)$DH3wO=#*Q}mrsQXVEp6q3a
zv>7GQs)obeq7F13p!Rl?-k%Ae4iv>t+*<2HjCMz(!LZL*l~Ui<Ag&@&(NwK;#(~5+
z)zFY_=oR~Fs>pD?ZWM7z+QQl{AKUed<!;V-2hLD?i@364ZB$9E`W4D0N)5UwP{;{q
zZ*kBONV<2eEYme+tJKLQ>gY1=O6ge6#fR)d;g^LfSZogMpQ>drZj`)Hzh&qjWxbB%
zJ*mT;y1zxpNqmm_jmMKd^)9_Ep+q$^D9U<Abt@j8Jwe6uYjc93!!R*T_C6WB>YMX1
zz9HRE=}a}NL<SR;ax0VfphCL{F@{Uw*eK22My0}JuMIazx=bspoi~5%)qVwgElxAW
zjH?c*yJ;%Yo6)8v$dC#-q_3-g9*;p<dod)Mor#<D#|~D=Nrj1LWL1L?C2{?R_d`13
zjOCw9z~A5Z?H#Td8E(#RgQmr+nDy(|dor4bE(jb6pYtS<Dy|AKn5MSL%gZ-Qggt0E
z$(!PS0-aZ6i~dKwvBp$yt!V&YWtUd7(K<q5<4dx;TSw)ig*s3Yi}-;ECKlyEc6N3N
z%bmunE$@q|>d4M-s=CeH?fQA<hI06`bFXSgddZdC?jIMWhuNbKaJcEdxwbQlDj!LY
zG3jgk($_aM7&c%UP|YS#xiI$1V#(LJxniX1FuLAG>wx?9qJ=*|t6@x{<w(GgLy}Em
zT-<>R49nsf`^j{kwS$*vYYXSf&YtBKwryl@5-h(tGnXrKr6NYFN}Jj^98tbO)kLJ6
zDb?WH(?UtvLnW<)23dMhLTLUPHK44#)?Z>K<whzsycLHO7iN^56vD^qsfbl1iQ91w
zIAJpoGs;5J<zz-{^RIjjZ;uM_kV3*XW@M4^>&>gN0;G-j%Ll7CNV-q){y#_h&xK(p
z83?Y7WYC@z_wL<+PQPyvi&{o|ym(Ct#+(~@O=8AMP7Vgl3a(nUYT9$1x`Kj&j!v-7
zYK!Y=-QPyDPq|VNtPW|HeWI!o5?L<`CP#-~X;5ZMPfw3h;^PzF!osP&`{%a}W!$)~
zsW6_gP<dPF%$*(XhbFtSbWS-swtuZu{@N&N9@XOby!%q7I?Id37aKeb9UL4A(>9Lw
z_4U2Jwo{_{0I9I>I6YP}{p{HNiec)zTZZ>eFlDe?J!N_j3^9t?qE~VO->W$Y8p!Gm
zvo1HLY2K#Ht=&Xx@;z{?d)q_V=3<hW4YRt?x2H_j{)5>dd59C@#>U3>TB}G+$G8=B
z<ME0V)l!#~JOOB2n8p@z*Mmby+z4y$Ryq2dUxxD64J8?3950OX)2dbWTFj?(4NOhN
zup?>9iz8(n{wr_q!P~5gX7`Ug@kiX3-?nY$`!inRG8P*%m~IXsy?ZivJNbEx7!7m*
zalcN?LgMTnAG&Is`urzu7m_I2xC~!3463b_sY1OgY@Pq)S0!jUK_rU!0O!L(mhkM*
z&`@aFv<J-(ojiGxxZl8T9!1^lHm7U(qc*6Bs<@@J{X!c3b;UkIv<!`mgcO|`h!f2w
zsX~l{q*lov_j&pK`}fIij|U-c5j>ckbPP8dAeq5*tN>k_&n|KY43)Ngd6O<id}0+7
z_bJ_6TiVhCyJxpe)0aRO*7*NSl9qt6D|`Q0<%D*|D3uOXw@>BJBdEn&Q+3MTB#uO%
z&Oo2Ji9rdy$T~Xx^5k~Xw~HDL_<fv-`XG*ipt<lk@HH0osLGG+&Y2Cg3JIUN@pM8!
zLgxj>^4_|#$?YbG+Eg?&0-lC({rr(h*ojr~&vV<Pqy`@|?zaJfgGmy>z0Qc;DHJ7z
zv}1)gpt}|lT+qg8M30qOfrz4$*}i>mgM?g6(GDqTl47;U*d07Gld759@qKiD-)}Bl
zu%9RqGbI9>L6}KDQt&NKS>a|+cG_C~h<-z~YHt}G9h%<#b&Fj+K4TgF&t8n^a~C>r
z=__(NWxPb+<<j>{I=^4v<?x{ho0%;{9J`XEijseb`<GqEzqJ-38HmPAa1P|cR?YSf
zK`5-HpcBo4Xp$Ag6HqmnM7WuSa;wl9QmP*#3Rm&*v6nL@DYuDLQTJ2%_ou6ZC-ZEz
z7QR0Ns}YW|N|Qp^!zGb_IH2zj4>rJik5pr{$=$vTgiLY0y7R)!DBh9Lv7%7CUn{j>
z$D3;wBll71JnPZR!0rkdenfa&oL+n(?D3atS-W@lWl4(1+KN*or7coYC+q&$h+L?X
zfY_igtYTQqHf(Xxb^la8dNV?fpk+)V*l@&B8yN?Bt{oj6hv)91e=7w9=_&y^VbxPd
zp-Dp~R}bc-FQHY^6Cz9M&oE!?+1c6cXI{zv*dc23--_+Ecy#mQt}!ik1dPBB1cC#o
z(4MU35Mw2qnVFqxK6qki?i)xTr1r~6w1w>8<s~v7!Gr?d5b@yVo(OOCaqtzcxH*1H
z>q4>T9IX-XTF@T>``13nXwiXT9m8dYVnduWpy=W^Mwd*AkH;XMEhmz;AB>HU_xyDF
z#n4nK9@f3}L05w1kzf3-rKV~@v7|OafbcgOsk3zwL>&9pW8mFIqFQ5_+#dBMLYqp~
zwn`Ir{9cYrumNr06+O`!+H(V0?HvgRAz)>9NhC2XZ3$ru(n#hDVrfN1Mc}7tU<By&
z<z@TJ+e2X4WqAs*A?#C^K7IOBeVzjZ%robf`%%PF8!*dt2`V`LzU2+rRmCk^vT-OE
zSBVfF#4dv55^+T|a$-#rWe-y{X*h*R<~xgyn0fc3A<_)Y92h9XGe4|nOP-~Ca}RPz
zE?<tvYddjWXl+GYxw15oqmvI=7JBR!=xEJO3^sD`iVCw<W5iJLy1KgDnONvdl`q^u
zm(9c3T1(qNCD6)amyjr5u2o^>TbOI1Y4=1bAjnO^F5wVD4sB!_(Y4&9pfHZfR0AoX
z;q`UB+Ae&8=oAA3i!K0DDwWE|iXFjkyVg(e;QOn|$pK%kpU{iefiD1W*T+jVOw;E-
zUSMf0@Sh%D#Ey&-(U?j+?1tvf%af`kuKUew6Oa1S4v!kZ5Jx(m2yC}{0BtJhcX7}@
zxyV_Xo3CdjBjob2BCY+}lxNvH1NEu)%-=5Mr1?{AJ1lis=G(w~KSx@8^4%>Q$yLTu
zZZ7{=8YaORisp5<wukxMS3z~MlmCDjUA_7iz6Vav;;i!64iy!ZD+<hEi76?>gd<y-
za}S<B49hh*RVtH#40IIs_&P<cxVswk{bor?v4C%dWIkAfSJ%@E{Hx|c%KQ}ixunq~
zubz0y@X+%->H~PZ>pH<p8{8|`z&)%zIP}v%gxuq8T3Ugii@}t|2>Zc*r}=%k4oarX
z>Fp-YP$m|37f>N-0mGLyE1;W&l*}7=D_kPFb#T9gespEm#SK%VfozI=BIv_J0AqN(
z(Gp;giO~<Sw4?WDwC4q{km3OLxF$Lqi1QP{iws-BIjl3)T%*<%x=L<laU>YRTGIrV
zjdl)HvAp&4o`-R*^M3NaR=`%c{R7h!%waFmQ~wttJ~h4V<6~pT#;TeGXmK2;wKZ$9
zcJmA%b&V9<c@r(%{JbcFEzk7Cr0;Tg37Gd0xQlDuR%@>&3oppP>DYaJe+Nv`!V8_H
zLU4c^+{*3Xm9FMzFm=~LI!rXLEN!Q~-lY86IN``n`g!W=g33(lTFnd%&w&SwQIk}4
zi=`J71S7(M38mDmfYdB+^g8nYZ|L>kAc=rqe4z--aEGMLk-IxM)Hy>@cmj<!&mW`c
z-24qx?=UnBdb<#3^`nF===}AnFn~9j#S2|%1W7}63v@pRx#5;!oUz=aTd?*35dzR{
zj;!GwK-uSPOAkl~LcGq%=p`{oq~Ja}|8V7ay@9TPfB-LI$IEyr;3FiOMkXdpU-JqG
zP)ZA4mQ3^ABrEH>e3pYm61KtvOQ1jy2#}*+1qq<nXqo#CrU&-vhZFp;A{olPZ8{#9
zIt0ZaI05MK39H4Xri!qVfhS-yXqhDtNx;aHG7wvE9&kql?nOLGxO#OIgac)luAN<G
zGG^s+Cgt8ag5&cDehcgPMZxh_PLBS=L}L?^`g}-Uz-WG!Jrpl?nRNno@&zLw{WAo3
zZrA=dWIjdLkA$&8_hPXpMrR2`4`o+~>o?>SdimunPvYRTK|jOF0)y!@qdicq7)E6*
zHM#}fA1i*O>a5?bN+yzlZ>d~{v5^tczKa_MS>-QgyWiX#l>JR?FD#Es%L%AqA`Q{5
z&^y6O`uwMb4D*}{Z5DKu*Ctzd_{`i~r<(9JmNs5Z+Eok5?p0E<vP68%(+puFpm!F9
z)f00G*dSrsQeeBB6{9T#AB;LDw)9kAADvDo^WC~lSu9@r_n%L|6{FT>y>zPYWr7yE
zvcSko<)q;7eDaej&9TGh0UU#;d%{Vin#+gQG-#m4@MQK&^7!~T0Fc)4x<8(zr6(jb
zp=Tcf#~sQbXQd1tZ81)aL{vpT5p8L*VA_)nFmYcZivLK*7gh4_Fn0U>6V5a}58(+F
zAM-JNhyh~yp=rU$yd)~Uefz?YdvHbL0aKi~L_7f7v0!vWF5}!b2nZg#r=R<HMnrpf
zYfQyCbRft~o$H_@KIs74iE~1&uPR3V5xfVY7J-hTGMLdliWsx^hT<TcMdeI)gmaJ?
ziNvE>+RZZo_yzFE$4W*G13nX5!Q9+j(f9jj`xq^6v4RE!Ypj?J@;4iV#`cP7AWLiD
zR78|XxDXe#BI4y0RLe&SQH}llAqkqJ$;tCr{6sNBV`By!-jO36M3iUDBB6Tu`gOZ2
zH=ffOYFG#;Z~o3c;j6D-|4`=MiBe$!oOMEs-6A{EBm-#~nTW~NqbIONWWEx&c6I2t
z!rznlELM`E+$h>^!9b9Qg`!NPkQ@Ia*>WP0ILScSD?9cgkqe85mCybrO-K_|c)QL%
zD=8@<I>7utLYnejV<QaBI(1rFR@SDJYJnKkJ0ieL(tT8Z@M$4-sxm+J>n16wJGei{
zR*pcF?xm>)a6>`G@MCIK3q}IW^?;ZpWn8@v=?pUN?k_x^HP}^Wh9C9oRV_gyl8}-G
z&FldH4|o?fbTmO``}UI6LL~8>HMY8)UM)6#yqJd|pgZlQnI4~ZucW@8q3uXcVVf|4
zgKb1F7uNJBIIjxs0h~Z5;{Q-tX9o}{YDER*-B%DdEi~;gV}wav;g=zZFJM}jgnya)
z#7F0Xe6VytD{$%Dp+^VbWh2JVj=hrS)%f-RSd>w-&h(R5rwEC}kx_n-<;h{hdq6}N
zz^pa;!i9`tOq1qNNuyllcN`CSN|d=pHOn#BNaeW6EEliVgc&B7s9+G+2QJk7a?O6L
zX<8-23*4@6y;?t!!J`ns75e$AzNp%8c@H$uzGF9O!k{HnJ>LP@%cM8XaU*?Rqte#;
zWV~L32>!K74X9ErFZAo^%=X4Xm;(Icg{$XbUHvH@^~goUSgW@rS&vQAmLW@e2R!?#
z(9duw8rW#TbAvg=C*fXE<wOH%Bif8+QAs)O=(vO|5Ds7lkq!Ex*P-^2nwpxPP8bwD
zP7*;DyoWn{J6@>bxMCg%0Apo!Ek1q%S4GV}0P2b;Ga-&U+|vfPa&v2a;wb<dLi3G3
z#uHVPKYru+F!`5~b2Cy^LSp5rKTqiA+^lGSG)o}ljUxc`_xGD7E6b{>`JqgYhXOyB
zXX%bUA=DZcuyc}?oPYMC$4ebRq0tjHT9X@!QYa>JhIX&KVq;_Bd2V5`va^w8x&bM|
z;6Bni)v%BkRS!SiiIBlhn?cfs_(~iZfYdO6g>#OAfcz0_3Z)r4>k3D}#K0QXYG|2a
zGGY8Y*b`Th4Z-OQ_PmJE`I?)xiTCgD19ea!Gc6)c;9Kic)oeJcatvf+!Q-!Y5yVe8
zIHaC=DK$7am=Ni@L4#P#6HKWI2?_HNI2V9i(FdnVu%JZxH24>=*G|q*NIYKQkl=;x
zEWj+Zdwu3EJWbthTea}cSbndO(c>>SoTcSF{a{TXtEw;&zo)8C`q1WW8gK7Kt-Bl%
z+DL8-LDA^JUhb=VeT|QeEjm_vB{f?A&@4WZ=X(nKqR$j@8tF%2cQG1U2}lD$XbE0u
z8d{i{?SKG~N{6pKQnJ3Bru@Ux58K@4u|C)vYRH~|Q}(85`k^^-zAKr9^f_eRG?Nx|
zaxwpStRc^ZuyrN|d-n!ng``EH1#8lK2X5JOkhlv1hE@`~&R79azgEnzIOo#L3ms9f
z_xlKp2V4GSW!mfEA_R{3ZsZIF(%==`aTHU9I1lxu`H=u3K4K~XU~Or$5lAZg&T)vA
zgNKWai*tv|Ppx;s-Jw5)un&E)K*b`GJ<uyC4|i-(99H3Dg)lGDJyB$Rz1kB%*_XIC
zQ1AhG<C1PKAleMTLVf`OIQb?5(EvMQNkn`;6@q%G<6>iDBlD%49i#ufur>RBmIM<)
zYnz2)@DU_|L5KA8^Z-;OY%wvj*m1m};*ye*MK7%38HikIEDkXQwfc6z2V_tnI<WGH
zDW&)BxnL==qx$=k(*5v=9Av(eqeL(T#6&=O_4+l|?KB@NR+<n}jMs+P)-h?fsdGyx
z1Y;vtHdZ645y6D^9X`%V-hmsyHYq`TU8uvPD&S{CMl52gN4?seJIlo$oshqTtZueD
zZSf)EB#v;L#@z6+Vrvq|6*?;YdPjKJ$qzv3!0pR}O#?Q>VxYp86YOh_{}?bt{Eq;L
zdyOGE<5lbZLjlkdd#cm4Qwg?rqnvA?oML6=#1G={Sa`8g!|9jcUjBnFWKu-H`)(XY
zAX#uQ|G=}WSNH~kX#5e;R#--LAs2fNgc#y0X=6Fd|Ak&$x$HCI>%T9tLS+7+ADKwv
xtUp-Fe_ZAVnYnT||NYbd&cOfo8F;$PQkP9zFC6?{nb03J++(u){;x+v{{^0Ct-=5R

literal 0
HcmV?d00001

diff --git a/sips/sip-021/figure-2.png b/sips/sip-021/figure-2.png
new file mode 100644
index 0000000000000000000000000000000000000000..6cb0c306a9f5301579642cb704b63df35bf30177
GIT binary patch
literal 97491
zcmeFZX*8AX{|CB7+C^-cLr6(wsLb<JGzd{iWEMr{c`Q?dqEgA6Bt(SDJQFHYWXL=x
zGG#2o`RwO+&Wp3wd3V-2ua5O!&;R+AXYc#I?(6z~KhyWVtF5WNbI0x-1Oj2_sguWb
z2n5P<0$~d$aSQ(BqoTGT{vV~Y%Bk~2BC&f=Yk)xDA)Gp{eBL8=s@Id}{N$$8tktK^
z`uHc=7RH5Ycb^^HyYEaW(`Czp49ULgS5EwTbJFFoUdzzlLk6$DUB7((a&L}Wj=g^E
z>iV3|^lF2<gW_t>>AZh_>*9ap#^uJP$B&Hr#{ZFPN+eO;!Z(wD5^l@1G5_yh2NI~Z
zSpV-|sVV;dfBXMr4Q@%0SKr6<!-o$X61D@UnOImZUc4Bu=&ul`xk>Fh`{z$YM8u@Q
zgRD2XxuX31{6a#%t8UY8*|KHFjvb*aLOJi>k6fPWEpks%58sICev_VVQ07<i;K75E
zlJ$PUH(6m}bXr<k=H|neU!E-%DdES;%1T?inYCYRVr}&gJ3ISrdTthG=5;Rv3c^i)
z0qa}T1M1G38|%-XKmQUbVm$sZHn!Mr-Rtbxvn-*D9}YJ+H<NIM=g!T2kgQI7{rc)u
zXZB&e%(dZg#V1dmczAd`j)<`O`aIjLW`|SMr%#`{a;?<W)i>80M#sl%tE*ky+&0!<
z{`Hz4Ii;bYp{uJ~R$wdPjjua#;)Jnz>nq(9&E%96)dgAtVLgDwn&2n4y1GhCTv_pO
zc6M%Dh>^6{jFGspJl&g?mS+56i`eepKR(#JdGp5D^{^q<#HiTA@mJfyobMmg(&}4U
zj>^dVsI1(Q$B27QdG$(AKWAjdo{rl>Rkf<j_`LB7zt!5x-1=Cl$K1=eZ*RQl5!rv_
z$V0V28Y%)|f&TIfij|gkmjrhNo0*uDKUHx3bzWTj1D3=oxudPkXKlst#kXIRlV?t!
z_VV`r*C2HGu+6n=gQuC8nZ=JDeH0nF`E^Hb*VN<3kHf;k{G2C${W^X6^oEVW%<t|z
zEO}$sxUz=ERCA&#F>z$XBKDZJ$z}W)87XMj<LT|+zh7QnKK8C4%NZS=`7HZg_@?wX
zZ#KMc`7KA+n9a@4;}6_jT(IWvx@;Q_Ig6ZspC~)?7)yb#AqM=6`QFoGsH5}k$B)lX
z?X0b(+@?B9zeGNL>ic&g&0a>CgfCdP<026Jl&A;;wR?qx-oAd_E?H7gpnv?hMP<<T
z6&rVVcL#^rI}CiYS{0qy=G<}~<pn-&ZXZia6&jyDd2;{${e8LkI>Reh@Q4^xii?YB
zSOinEvJN<3F*I~>b@lf4rstA*_3G7mef@g<sgRu<=Pz7vlv|!3{UYr=rk!>^=;4bO
zFT%sMtgH?cSeTmfvh&Z+%?Vv8eE;Et>x+_j1z(v5YTkbr4qBOE2VcE9mTT1%9UcAT
z>C@ogU<MW3<~BM`9^%WSB=f3}on~fc9*oD19aC0TE-5J)`Q<*{6D8%iw~<T2_R`6d
z#3*r}6^Aot&a4%@ecRC3sCoA6?_b~3sgxI%mekbL4jnu=$Sf`{?(F1L$2`+llK$$I
z%jSkJc1>)zyRn$K_~OFC((i6b+s-3F%~%m(<5G>W%uCq;r;{bb#Rsz_?fb+eBtCUN
ze)w=8W1lifFUx3ulFzwwEpH9-a=L8i_gywH7{*3A<~;WG-n|{MSU#+a%kLlJ0Xz<o
z&(A~(pE!QJuD+f(h>D7;vZ|{7?EAdDf2*t8ckCE4XXD`DU}eSj#qx<a*Kffol_6qp
zCKmhtW8oc{n)>>*udPkYecCXn`4OKwp8fCNakB2h^z=>9;x_Yt{`{Gr|MY<4z`=v3
zsO9VH>*eI+82L3$o;;cFvzqhh5rYbGTfoz&Pw(Bkhvj?p=n+=esxg*<l~qzw@<87H
z0|%_k%v4C#tAEDpKfJ^C|7QLELi$Aps&m@fJpBBxU%uSM&AmBP6Z-Dm5hEibdwct0
z3q8HafPjF~(v5}~N#hc)58lgmLCraqU#Ne~-M>$J=;@(DhYGEl_B2}WNl#CgbsVCi
zrw@Ph=$wYeS8o3`Wl~UF92c(s@8V?Em7-@)pN<X;+$7=pD$_?sMrP;cCMG6oYHL%H
zlh4LT?BreeH&ez)b<WW6KIuoPudKp54Swg&ccxNa{6w?wZ!Qpd_4GQr^X$jR$77<R
zu%e|ttGmYc$ay@BjC3FS8g=#R)s2mfvh^i{e$f-jI@iRaqoTT=9@cA2P!z$>zJ2E}
zUJPMnlXc5@_KamC_VHttq!#Rb9UUDMn{3BnwIJ=|$Eh0Mrlyj1?aKN1(QkI30z0**
zr-!6cQBfg<T5%qy8hZ!_zc!qkl|(usCRVL)(~)_CIH(wc(iZd()hsRT8b0&t)z_%l
z+}zw@1G2KRQ5vt`y>qa(wzjjIF7^GlvbtIu#&!7cVcF&=Yy)lrRWo5tyD?7oHp%P=
z+ZU-zmoE=}>cF)RQP(jZ(Buh{>SjQB5@7m_|CktHeeK$#XV2POT2>b(7#n?;r@2(>
zzI+Mgxr5_K+`j!01FtfPfq{XTSXrrpeQA7WCx--yYHq4aG^n{HNxgpmjT<-i@7s6X
z#-_`5>G@G}wFkQ|7#N%x`}_AV4({O9u>)H1_|BLTAwj|F>go-%evvDMK`|$>w|#tk
z9QY*D-n}F7zQ<-*Tf}MNQx98MUOvEzoBMS84$mE&N;CmW%h8Y!>R1DOaI(%^TzxPN
zD@o<x!Gmaz)YR1T^Ya#8+%I3=tzzB%@rFe<Dy52wN@;27N_s>Dqe@+GukVWz93*8T
z8k?)D>)?~GUp0c7D+0G|53shkA0HjPl4G%5nY6gLh{eXqk8M~Q8yiCzTM^wb&-YuG
z+4y`lmzkM)j_=O&wB3$imA*`pKXt?C=qQ!)ktmI=TerrRUTxSN^e`!juS=rLb@F16
z_O)vVl}QF4ZIy|R5)X$BIXGf&xsgy=2_z-TS=G5ee^iO}U%nj1O`y!^GohU1+4cTi
znKO4fiW+ZeX*qvQf&cK~B9{rB03Osal8U3FV{Ac9O$|y?a&q$dL(G!A5f1%BG_1lT
zsz*<r1d&dkJc-Jen;W5)w7Rk~P?LG3D1@|whK7&0S5}sT*X3t3Z=+LVtaKm=ofh|t
zb*ika#QAP%Y2o7HN+|gE`}c1=>+9FA=Xa=UYm=f}(Kds$aTv-DfBg8-sK99}?|bKQ
z%>W*(Q@-61Vt@czL}n(=)cW5=Vj?zjIJ>Btkx~5AsuHRCKD%gjO-=WYA5wa49UXb^
z-jyd@IDh_Ca`NU&5%T6EsaSYRC@>Lueb{Dt3RD%;q?|^GDguWOhdM9b=>B+4fQi$G
zm5E7Pfa$`8@2_6%%XB_V3Mwotym_-cUf#PdhAN||$l&D3y1u?W{&8}i#}pM6`y6d6
z0=A;(V-0b8s5iLy*!1CCP8_gix-EoqdIBJ<pMdUbjl>pf3qnU%m$ZGKoT=$xaj~2e
zyIkj)OP4N9Yz_?$RtP0&YHFT8^z?9MrGt6y`}bnw_pm#wg>tGB&OWx7%zFKrKa30g
z45u$WE$yzkEDmT8fDxyaG}e@uh<ZQhDthdg1M3Za{jPxllSa4pvQJlYhlhq{3+LwM
zq#RL*n06#*X43iJxOQ!BdD-d+n}vu&PpBlI!b&a&wH}8=eP<^w=+c!dSG2XYm6UGU
z9^b?{eV{gs$|ds-Cn*2K$IQ$ymBfLNwOgIt-Ql~%@8uqL)7NKLu^#^PfJ!+iIG8tR
zy0=K3L=|s&LRtBiv%%2Nkl5}Aw2?_kNsj8*0bia!XKOS|Q1E?|oE-d5Ez7tperj0<
zU$?YSUV*+VZnYE74dsm(P~KX=so?Wml(pacRZ7ZcjRICwk?X4tRe5+|!&ODEg_C-E
zdg!bvD9G!7C$o0%-W|#+;<vFTtyxR)J}GJV$wA%x)6Fd{%0y;X)^JW~9Ye$78GeW5
z{wqapi*dYcO%tEYvMnqvaoQYTe*CxuRLh`(&f~f8vjsKG!_(7Idhg!7-pkX!i?-w7
ztyO&cmh<Y>$ihS`8h_{eYpwV#CuirmJF1$I!dGO_@t+A90C+g=n6^3Uwea&U<AHc-
zXX@o>lk7`4;Xq=<#Q69<qM|6z@dZUiTG3*6HB)ddw^C6ZS6A11euP3#>(Zs?Jv5qt
z5cJ#%wl+2~V%NS^2GcY&G-$=i1b4ss^5u)Sm)F&%_#5WtRUcUVTxmjU_7ZWnUfO5x
zV+l>p%F;^ImeM7u0I95qVw(h3ls`SMtBY#Ip|>3mapauSf52*GvBQ|2Q|g^<SB^oR
z9hagXr_}>?QIz{5;^MBr!-<KBckkW}-y^?^m32HeeFW_nkL}peqr5a(>FHRM-mg)j
z3@Y3TK1#&2)Kmw%_4c<0>zZ3A2?WI_iD3g21Y_E1$(}s_8`jnWD#T@be&P^*BUNiN
zC_g_RWMPQqG<9HNW@cm5<ml)JpVj%kKBJy;LqkK2t0<hmyK=X=?*o#+vm2k<EcE^7
zwr5ZL*x1z*Cu-P5uRfe`9&co3Vj7v!)7I5xWMjLd`ZXvh2pr?l+nV0qULZjwVsE}<
z(u@(eycZL%%hHs7=0ahiOc1HhT3vk`&ad>xV|;v+>s<_6CMPBmTPIv(xcuWJZbSnh
zSX~3ocXM+3H8oYuRph8QflIsa-;YnvEK#$Ou9-?1_=!`-CAFj^j^_^8kFLNItaz#S
zt-*)*uCCa-xIPr^nuw^>^z?8JNxBq(^P_CEjr)yDeG1%X`d+@=8^A-yB@=Y`?uYm9
z*>>;N5qJ{Lt=L!KY}J)x*%U9&=j=Y!d23_Jae8o2IawzrCT4p;d5c6>Xf)5Ag$0+O
z=84vnyNdrV)qeWqWOw4?MK^3)%HKQ$!W!E~vQYD$J$rn|<+rMyIevU3w0Q4yKW!e@
zl5f%N^z_LvE?I1twY4>DaR5uK8#q%*aq;Yyf`WoC&xCUG@|G7CjuR(-{@k~3Ut3$-
zfC4irjJ(%EYF?gXuu4U%<Guq2hL2hi6S-vFsJ3mx#@NlfFxC+B>62RH4r?15@Q#}|
zZ+`xKn$z2qjP-z(wX|wQ)3Up4wX~W*H+p0YbaZwxGMd}igj&&|JVqSQQt;o9vnmp-
zudWVKNyMibT)vDpGf<7i=Vbcv<Hz10G#G#q$0{L})Wk#z-hKP`pJ3U=$!Tb0WM^fi
ze(@gw8=BVV&!35j*r357Au=*DWMmL1=fB|-L<&~X2lm1y%+1LW6cWO@9~~Ld(bZjF
zU!OBL2|CLnbXm-8>QawoaE%#y<*74gHW%58ffo!6IQA?@MMOBy4V?fgm6k3D2?@ay
zobSDd9*&xE@X(=3-%>oINJ0I1Tt@Pl$h|@Fa-L4$na0M(JuX6f_a3wBkuvl%H#gVN
zxDOECb=BU?EFjR^a2u%YTF@<!s@d859Fk$_A^E=Onq-`eF6Zv#^s>boMHyr`D>Kv0
z#f8&)TZJN>p>Ub1L&4gfwKJ4I+uJYpJZ1DztTUloYohj&kH-lE{f-i~5;iLSIWWMp
zcW(}WqQCzp*l>4OS8s{8q=dv$N`l|L`}eEA{QLVCbiWVl_T>wh$4L1tN-UiB(v&h$
z-@pK6$@I@y1Gl2zlgLP|Q>O~N7T<)2H@!R&s_k!osHMGKjmV|o)7jd}xSU_p)7x8B
zRmCc7n18L6Us<`Lv$GS85tVhA(A(AJ*<b3LnVBhKTzXzxJ2f?xNJl3jCKiij>Mv>k
z_HBM~aVHH8IC;!b^N{H1%V6A4BG4~mrJb=D%?WWkg|8I0_4E{**U~XEGWw8E^N$}t
z4us%Pbc|gG4KhK_^BYKiQ_~E-6D14}bsPPj>TOY{lOG=){g!+NMH<NL+O=!-RaL_?
zGi8toz{;$w#(^DUWn8aU-(djw@i1ix6$c_IlL}l}7ku{Y8Ds%hM@LUoy=?Q^Pw2%1
z<rG1r_|zD=GO{Fa^5hXo$>l$PY;N3;cN{tnNQK=Uf3Lc#iceVB?$dpCoA!)Hj~{z&
ztgX%s*J61D`1s7PUw`xVEf*VGXItAstCpg;m>8#=heKQHIXXHzpd-*A;H`a|FW<j^
zkDHXT5fB!};)RhOM@Aaw*<Aq|$#)!PqgAuB6Goliy~1^GAb}_x+0UDA=tn<rHi)n$
z1v%ukRzldnqt0^+3t~r)dV<Yv6ax9z)zv+IyvyExM%I1WwkQ9nh)DR<f}G#l3aX!i
zf`W)h7QleJ`!bM<9Loc>B;3(k!-Dyq0%xcn*RNf>8y;ROvZhM>@bP2x^XCp~vv?BF
zhVWD5_IoHJJU@R06mV*4ijG?Wc!=lV!Kk=6+|&bS^)Sw;gak$GuGCZkNy$8X5B~Y}
z>(^4Q7um*stNRZgy!P$YsjjXrup;zHuA^qv*vP0Aj%VJ189m;A2HSL|x2U$Z_O|ia
zW7peK#ckTBK(M|(KZ*hh@W@YTy|%=NXKZZTZ(bWFEiH`#O`li$XLeRfMrJ7KR{F2s
zzk7fDxYu9zb8yfR<r>V2n>zvb4oHC~f4xm0NZZ^z2}Hn-ftwi9V3cEV%EDq_U<E|d
zlNuTeb940#4K=*BzP=@Q?{4>G#ZGe^Z;U%?{)vj3IwUywDBJzDH6IYASQ`rq92-ff
zA0^()nU_Btl9%^IamQ{uP6RRsA@KC{yi)4pIq@wSs*HrFXp!@H*sE6-o}Q~C^%3>8
zTfTk!mj8$Ll(x1*{p0;3Nrbi8Tbd~y9UU`WxwXB$T)aX59#H~o-d9;zcIx1che+3>
z<8Kc&WcDxzfv`y?B0yoWgE<8S(xEljay83B1KS9ZUuH<CA={d_>?9Bd{IgNzaNgw3
zimM37%dbP!!d@fEQxg0<z#<5Q72}L6MITE_u3Wg_`s4jIT55ApR}^hJT3XIuUKE6K
zy=@d?1j5bDnqtpCsM8%;##y+F>(`^95XHoV9-xQ1$IT&UjnA4@{MOdigWuEcfCybG
z4$1F7&DVs)bMyc0zm@w#;iGe9Cai3`$(ly~*a1Z-MCuQATbh`>0GWCHTB7Yc#enQq
z3bB<iDOp*1{4QajKeM=aZMZfZ@&xLY>J?T(sV+$=aOR|s&ziO#1%a^fJvJ^5RHxH+
zsroJ>s{GKzgmjzumH}@n@_pkM0@aeDqN5w5#m{JH*rrZyDPN}fpMt$s3sr>2g?gYY
zKwpadtFzo#*jefSr<;92zt9iF<Bmdu)>`-Zvy<iTo`Q&mtD9?onl?X>0(dTF839q{
zThu@HW0i6os%}lug37h9_4?W<pqwSjM_*r`>J<ij&!z`2FE38+h~AFiml+vyp7R!b
ze0;~|PzIx-qHf)~1w^WPu6AR6{)-3*X_5QPo?rKF+Hbr3VlxxyU}a?m)U;F|$^e>S
zf-X^+1S)|m<FLMk<CdW4zu})X+5tWYA?ZV6=2kp@Ze>(#x!dSJ^4?3A^!1_4J^CW&
z`&Udsp%e-yak5L#&CTul^<Q}OK3HMw2Ess*QnJpZbWf4H{pTkKj~+d$mublU>kY-M
zzY;;73XLC{^0v>vr=~LAy!jjJR9IB><@0ARFR#B1Z`0CNX9rcw^Z`H)9X>ocJv}X%
zmy$9r;>4gb(_gk3`wLHw;C~yqZ<>15IKd5Cj;o8yLd<tm9V4SY`-_lfj5F?#4vC0B
zH{uq^d-LWV*4nkEJbcHNpY|hIDO&1bl<cLYB^Q}1=oC<v(gW2|8KG!FMRRd+0i8~I
z`I7q3+ngLH9Ab1FTIxW}l&nkHFHx<X4X~>^AX=kG>*)OWc*6i{W8)!V;g5NFdgsqu
z9ASf`fcEPBZ%L@Y%+>WndivowO|Ub34o)BlxCPKhccJSfq$f0zBvhK|o&pg!7u?y+
zjoJD6y+OxMocPxOTBl#+_7(-ZbT_1<vRAKyzLxlJmZqgm{A@`A%o`aU#lm(qH{Z-f
zvBsI0`|dDO2SMhUAWNuWHl7YtOx&cFR=8$LcX#*ZTrIbSa7;sAk$YB7P7XxmoSb<G
z8D*cs0%tgB_pYfqBxOZJw4w<CP+}!nSy;xVr!%3by?hxEdFs?D2y{}QLGMhfppoX;
zb_I|wXPa%+I|q0#diAUIjT?*0%N;E(o^wMreI?%5PkxKPE&w!)Hzfcf^nCql3%r0r
zhC>Ni@cbcH>^&-FoY_2d#1kiWax1JYPIgdGQ2ZHh!q52N;I-@5ajDoZ-389$P>76R
zMYzuxK@kC0hTIVJFf{bb2b&H#d3hlrA(|aKBy2mCK8<22%USW^MUYETyF`qN^X=`h
zHGn$+jG(tf*GC+PjEqFramO=2ZR0*_cKphf-hiz%YT<i)K`#Dd^~IFi=+Ld9MDPX`
zmy|&F3<wNV58rbI9GQ(x%D%4{fDVG#(!zq2l$4y$N;8^RXJ<Zk4n$v^9N=$khyP$T
zr>q-UU%;~C1fyGCv$f?!E6h`nF*&JBSU-C<R%)&-O?M?1Wcl`Ob$|eNB}lC)uV068
zO7G&efR1zZ>PP?04R9hf8fTVWEG$bK>;K@DXn<()R$CnV{{1_e76&8a@Wez^Ow5<7
zxj;v0Z{I#3MFR=JHL<rBQAtH%#42-0+QmZCHF|{J4F?FD+R4djaBvVZJ{}Jsmy{m1
z>5m_fm4<;Yd}jxgA=O7lvhK0`YH<ure`0KGseulH|4nXav?3h~yHR4Yv$IEnAM2vX
zf)L`ma~uX$V$Ccp#8B99X7GbwLJ`6vgEz4^=()yKNb%TO_=KmY8|v$`KYZA4Rr>hZ
zv#|U31w}+6pFDxEoR3FtZT%BEzvDED_0F9;0|Nue0)VdWpUJGU%li5!)YOK0(5;_G
zMfoOEZYecr4jztycFM0f`ST}F5SUyY6AnA4JYNtX6pP>`ZDZrjpDlcuDv(>qF2ch7
zsOQfCqAadn-5Uf)fI(%l{p}e|%}>sO$MM+;7J#3u3=GonY%DBBP+3VT@XGFmhet+4
zs1o5Yfp2okn?oc8I%xX*S%nBH!V|>F#Z}*<pL_LgXsG|ADzZb%6C}WNPjnmSbBIwx
zG@OxOetv!%Amb4Sv1EHB?KsE3I{;9iGJEv2;2>(oN`Wo@XHNhDK>!AhB=YL&wgv@J
zL8%JTR#T&f+6|bXFBqqpaKv<r@Dgen+3e9%r4GEMN40sVdCR&x$Ouo61EWYJ6pPq1
zL&e!+!^6Xu9YHc<X$}hr@B~3a&%am0xAs@_*4?5z4YAU#4Gq5mS(az|Q*_dxl>&(g
z3kyRYg+_);U7VZi`UtJ<MmHQPICO(!V<9tBSY`6AVF|Ullb)EGT30X(u1LwvhFdpr
z5MVm(;UQ&p+R-r^cafLp4owLHh1ErUeSLT%{gFqs)7n4}&z@}n-F)$aXDw$7)I}Q`
zvUh}@6{PLqv4U-Y$B!StD?2+oFhD0?UtdGPm<ImtTq(4Jfpp$drHJ$A&r7NAz2#3y
zME5hT3Q64Tet4gOs-?NPoSAW$qyH9(s$!K{JyWW2?6QWsx)lU9!wK9Rk#|S%E(q@^
z5;%#mFe`Cj*4Cgur|V_S&(4AYX(TAD!|Va1m9*=*10UhRgNDzaD;oxX{rUyz*sx}Z
zZr_ULO`H6q!78hvz2u&?!4Dl8WGw+L9<?We|LoA$y+jo?wNL&1Wiyvoyb8S*e}Nxd
z#qJs#>&tiK+qZ87f(*bUE(VJa^$7Ni8)^#f+0d{DpM~cKVVoH7@ZrPGTq~`9v$XTq
z%idn~_jTN+xDR(NjAj$mjFXK6Bi)*IdP~m#l?8xg(bd<NiT1mCV$hB`c0W(h-)ApU
zQ#-$X8~XXPj=c;QU=HL#Oaxd}+*qkX>0ZUUM~ci$O}V(cmqFdZ=i>8W;=Mqp!4m@U
zC*2DTH7M~~#BQdfqy!zGdq~sB9RNZ#bc-SXDQI-Zh#fjFTGR#@QbJiExlo%7-W|!0
z|A}Mw<jLtXXMhW&3|^z#!zlsZ`h#X25U>R-yN81+oDTf<>*vqW^4@OPIw;MMv;f#u
ze!{cB_JrvYgN^m_<q(v^jEoGaqJue?1i^ps(<8j}>-*sz!v~IyEfgF32jVAYj){t5
z4gZZs8ut}@s`8_Q&;0m6!)sw~{%7@s<<+aW&Y>nq!6{k^7j<>3%qgTnpJ91k$#=M=
zQD0a0T+~VvR*lNfx<`EAcsR9H`q(N`OU%1=p-;AeU4g)8X5OKxJ==lHLw$y{!0QZ^
zQ~@0TJHMDuY&VpI09*de_2vG_$w@{38LY|8ibBsnS9NqAleMezdtIHK0Kt1?T<&Oi
zuFfaN#r4ANU{JxGqnm&ZNQK_MeY<$%dt2MrSZT&^x=Jhz%G~Vt=1-qqr=;9=b}G!X
z@Bh)&b)zSrffpDaa0S%R(P_^cvRBW<<nzFHTfeCFt&JkJ`)t`L_c+#PqmEeuzVWHu
zM`JI6a)0B-+qZ9p;%A0Lx6{zTPVx5iM3I8S^1ZzsJaOqa|KRv|<g;fVy%w*7bJ_Le
zLt}!rt^+Bn_4Qd|BGgrA?`~*<(6Z3hvy4i}9-+86`2&cR<>fqrf*IM_jtBr?(P1oL
z=X<Q>piBT?0x<27_p-3Cz`1rAs@{%TC>IkC1cSdoQ%04*#=*z=tuN}a9VY^X(m+OS
zY^3wYc>(ak&)E35B23$Ux(8Uc?c2A5<e^K0|6Ya^2;2wEXkx;n0=H)Z4-{LbDM3;1
z;zd6gx5tl@&4b|Jt%{0efq_*xsHx|FK`@4_0#ig4#!_)MHa3I+B0asx;lrYmlF)YW
zHLtY=qz16Uv~+X;3GcJB_1{~cgYAVfIIXvH;{wmkjV%B#*crf_xWV(r#v(jCI8r5^
zf5yn_=itojU=?gT=<Eg0P!S{QU$st<YgDDhG2kj=&^PQfIA%B}>S}6XP$oq(5)+j*
zHx+C<-{B0b|68`Qv?M<V9UZ6k41Ju&PrgFvd4Oca_Wh;r-n|2q#R>p0Lq#oq3i%K=
z`oh8jni)Ex22?Nf!hAYNjPOaZXy6*?^LRKYMsTSr3W$mDP2os!%esASYSPlx6_t_s
zivme`){Y*#nf4x9jveJE81@oo)kH{NsP#@tkD#|j)H9JtO2iiH_mD>54y?fTMV-f2
z!E*(Q#-bB>9UbSep%eT!R)LRzHPKM8)_87}l->|rA>2MenSSzQ-@$`vSy>6u(br8(
zZjxT=q+xpk(cqY1vw#Jn=z{4oLO^$QaBx7?ghvU6^(FOOlG}6-j`lxXv%OD#dGkw$
zoreD+9o*bLaqTHzu7cO5px~EkgF-&A8Te(?ovg}G{-oSlY7A*w^$Lg*e(aiqDSgzz
zW)2@ZgpG)}!Cxq-xKc8sb4~v5cQ)vWFDl$An$ji)2V1(jP9?Q~_c+Lm7rnq=`*;J-
z5BfY1CJ>YfJ4+co<|kkpL7D9@_JoAXdb_Q;frdZ`d5B(ryos>zALG4q=Z+wJV?b^^
zPb6Rj4;|Y5Yd5*&5F7#tyM4m3bRX^e`+odDDC@sJ9-z*3xH%Jf=T6;!L>SeEgQ{6E
zpuN3a$lzlqnp#&EqBYRo4)F8SU9i-Qllg$&l=wpizsc(|(<lEwm1&{j@9(^Rpkf43
zN`2qvlj+`IWiZ$v`lRNWGk=zrGSkx7A4em3K>o0O`)KRiEBYxY7Q#)ipU#~-x1x7S
zNr^{6VFO;U>V+sMS3soG{syqHS|IyE66xrWJaXg+HWPZ!%6gdb$H%y>(h$fW;Ih!%
z7aIy8bHD@vRL#p`PWk)SYumQls9(H6!0a?MG$`-TaBsgl78e(X-GC;_`S@*M8RcK4
zP2zNa859kd$#$U~!QXm&<D#QwpgkpKwry5|aksZ4@w1)xJOm_w6A)iq0yZqzEcP$J
z75=$<=Y}0tbWH>l1DIzEB_&)Q1{Jsj*lB-n8;Mnr0+dG5Q`6EINF)+7^KZ#z97dcQ
zpbXz!Z1(b|CJ|oVquTY@)MC5OLPi$N&dt?DXH!Y!34)j(rE#^NS<!Dz%4cP^G$!Kl
z;~_W@#xTqOEzdv!si~@J%?pCe3wX1$O{C!UYc+gEc)0zGXn%gxFSLfBhX65f8>5V1
z#9X@Mf!n~D1_D6_1p9QO;Rf!2%?USz#0DG_<C=Utua58Eah#VM;Fn}%W<HCE;L9>I
zL?{XWMZWNL+&YmrM@c45Go`iQ;?%ESFz|;9S=`;+kX>;!Iu#QgjdMFI9(qPyy%q!s
zwhr}=QE+xxnSRa{id$R;R}4XdXsP*dQbZrsTl|IP+?0OtEu5?}mx*s$itDdXXHrw8
z&?Ucp({UOEfd8JZ2gvUPQ4og<)naXSkh0M%x69Pj6n_g<0r(XnKC6h)KE0lgH)5cd
z18?B#VYa@`$gnjvotqy$6Qqr+46I1a$gs%11knrd73c_8A|}R^B@3YvIA7%Q`;!o@
z&z^nz{(W0(Yb!)wcn6?Q1_m*jDfZnT-=?G-5D++d?%bma6FgnV#!|@SCCHxu@?ddb
zEgn9cj&F9}6I54s5}#lE1>a+y+hshTzj+F)(BAI$Z|S$<=34H%ceA%Bx2>(OCqQ2j
z|A<O5kp3n$)#L~pR2qoP@UdvARnMJs1aqcRe)t9UCd%)F-QvF>_Uq{B(bLl($VEY9
z5jMP&r4Nk((I4N<4f)3FH*Q!SVZ)xsH}jq8D|9_vD&YxG;OWU5Bw^Q6XL1B}eHSxx
zjmZ&gAd(6UPeeX&_R-R?lJW8J*vD9x{rhXWyA2S6!is2V&A@EI(Ug#oz<&hQ0aR|J
zok0biJQ`%OPb^LowaOWOT$I6u3m=d_fL04)PDvRE6rJVss-k0yP;)|hQBhGw2JNyi
z54_=r%aO1meEu$6yLj;#{vssgQ{XmwavKM$`7dk%_?7YYE%sh}ma)CH^$Iu%nt>-U
z8;E;Ki?yGhAASYs4e>QwdwVPi@U15p64V|B6`U=Yo|g+<CeT~hY1Ob_jvudv>Wm;0
zBzlP(Kgh9!Q>W^oItv^;nB6r6Xab?wFdfVtYBO&TghHTO_=%ZTpupkb^l_Ss&SM(T
zk3(y&+uQf&*&CyGBH9L#6^B?YjPouDHgb{E=sgslr%x~7Qb5#i*xG_@LT(5o?VzXc
zFK|ZQC^;s^Kvh*0d5Q6vx(*&8p&MwzAnkCwYCe5JT>%6!Mq^61V<Jl$K_Y43?VzVS
zk>eU44~OftefznK7mePTP^chJaRZ7njvg5XKYZ8>yBdA1zP1)Z%G}1f_n9+afP!F_
zlYQYAFHB$x1L1aLUg1#i@xUEmV?r`PxCZ<V1_cBM&`-6LRul)oD<DNbAPtb&2T(FW
z4&ZX(5TgMS6SWc)P(Glh{seodtNS@Q8L@c&+&O8WEo>WY?T1(gU<zz$$Tc`&;asvG
zT_@Z7{r(|s1uP2#7&HnxJ8U;7N6P~hfxwl3Xy*@o$jx;I#KJeBHy{d92Dj?=?OIa8
z_Sv!k!rwE{zX29MWM?ZArKO~vJbQN4(h`pqX|!1Anc<2XP^?mst$|~mgV13ulm`fJ
z_{8CX0VN50To^)J<jf~TxO{H%xxaL&6T5??0{DS!hBQhL=sr*<Fb04oE+j5C)`2Vk
z`UOab2?<SIgYdk;iyJ?G-oa}DO*$)U6MY}Yf4KGnTrPCOtJ#-wuQn7q4u67;2!eoq
z9M&N&A+ZOg9nS-*Egl*jrxgBEZdTUY#`_V_k}|ENTH95Tbx$QxBUZ{00ZQmuq4(~6
zYi_>u-ns=ET<MY<YPZipbQAO^d@M2XpziA<Z1?evLj)NC0qd37K^*H!R%N7hPet(K
z$)W&E^_P`>{3szL)KFJPB&$ZX$l8FGK%05^kYwltJw{WLu2cYG?=@>{)EiGPFBDkd
z7{Jpf^%fAs)B7(EQroVvhle0rjI8V4>7*5GaDWxTD}@Vi8;QIKu%buxmw2;^aKjPn
z>Vh7Xo{@2XlAKEdwTA3rV>1a-jie)NcWdAmDTF@+q@-5TxlCr6m080??nXv-eEarz
z?M+frAgR*a8(~VSty^I_)f>WLBGb~!%Ax;4m-&T-kI5?luiM7Xj(_t2g9>hGpCX{i
z<Ncd@SY5;3;QxYn>>C*`UMMBCd<y5*a$BmDubMrhfm2CRSuy5<0}0%Y2v$4F3G#f+
zZEYh63MN?@MniNRZ~GNmZt8OK<Q;fnug}KV^%gERNUYmyU%WV0S<%oSBp~oJVWT{|
zzn+5nF}$&%p<}5RLV6%&BE4$YU)pPL=jyr$xXG^>Yi()iitS}@m{)<4jY7mBAbId$
zeN9cWeMCj`j-5N9-gEuByk`D9I(q0QJMZz7R-A`9*SBxp{Hh6M#b(-jdlx`6R*@w%
zm;~+M4MKil@kc?EQSW>zDxYiccfHyRS|%d0x%$U;!Pj*abfu0#LF(98aXXSe$m?w7
zZ3FCyi)*krHh1iKNs0W^(=|;mvC7tB(Sd=KQK8*6<%$gNmHbb=eEBj~m3?-T!!E2Q
z@Q;);T!1-x^%Ezys#uftqZ7!BJk)>w<O$O%d*q*}k_V1jw3%Ly%eFG@2tJ+c6z0A!
z$ux*G&GI@ct3R(3$(i|iry!D^OPI}u5Tr~*0JP%e5Y0h>X2nUO+$lg22vd}mkrDO=
zpP--yiK;8Hzp`>KFYh3CM_+$yYp&DiX8_iwgsVqkiNN{>NizOmX50>xU~XnMyRgL<
z)yOd4q2lvr-02Bz?OBeF8`{JGDTje_D4N?Y4?tW&w>zL2yYlSA-z>k?QP#$mrcITV
z9p7d~(^68l@m5R6hyN)IAq@==^JP6xZK~NS($m`dXRzvasXrTT0)5zm^?K&xYht^t
zW`32mFTbqU-yKhV&sk31vn2!ROMCk!2;EPfj2xmcZb17Aq30In;Zb`1rM`YqHi@vZ
zp-hmMGTgkiGJdm~-OFj>_iwJBWvp2>-+w30(4Q@<icnPVKPax?zgsGR2Xr%0_4eOs
zxNl6tw<mAUi_lf-C8wt5qf<bM`S<T%mVWN*e$y5cZ3lBLnAOr*XOMhDbqV8EoE{r<
z12pG-+xtQuacxMbIGdYm7cL1td;NM$sdd690ecXkrCHKeVOt4Vc-em!CP13{OU(kw
z$x7gAB;0SY)HOA6L-NvIA6S4V@G>Xo@t;S%Wu(#%W4lFy1|yjr`n>5~{?2aA?hoaE
zdOBHKz&98CMu2IDXX2WyKbx<}qxD9O@2r_mv$N+gD^QR#+ruTc`|Zrz8uvv>S_SUd
zk4?dwNm8}nK7zI6<@t~O0@eel!X~viefI1FxDybe=5qJQrBhE}v!phyFXti1+}7P~
zV`4H;tqfTL?ezS4ro8Afzx8P6r_ep<&RH^mwj%?B02x}F!=%)T>?J|C;2g4Uf>C=9
z9AIT;hT5})*spV(dyqEvwRE<IF$xXDaLUE-tT%6v=U!dof7#gBh+^%R3ycKJHOqKG
z6DNU~SZ3W)4e8HeGZ|G9+_jX#5N@whQveb#e|yE+5!lty38+1^cmWCS&dwE9=6}eX
zDfxd#3Tz}F(FEwn9Wz0X0i&*?d==R{{sp)lPrG*Gh7b~-YXy^&AP%uK1ETZN!`#s^
zF|ZsqCjYqjY=$)HAuOtJ@D<<~%I&gzjBn(=!Qo9riAwd+nsEdEbHar{G`BPllcj%7
z^%JqK8y!&2Rf)jm4#^N!;oaLJCXwK*elN?{e{F7?)sTJJI;<a%#y2ls+!T2fYgFnZ
z-5l%K{}ty9@V3iVVw~9-01O|D8z&}$!TGPPJo@w91XzyqrwEJBIFt=TsE6o)^n2uZ
zba9FlH@)mFEx#i+0<d>%bgC;CM+kvD$Oz{TiOb2w7B7iON@Awt<f&6<pC1{dnXcR<
zxNqe<P@_tOwuOXZQGPxWoz#KkFdiJg`OB9K4S~+&#a!20(ZyI`^uQ{}<TgG6&s!ea
z8?woRUd1O9wIRfB52%C3e-L{KkT~MeBS33d9_S4~k>iG=(997EfpQ1E>e-`56@2z5
z(N+P4(bkaIW?^LP27FLbzI6WllY940<8Xa`dKg$3zz5K9{EQ@!FVau4i1Y&^08f%N
zeUY8*9Ub@!Q5EZ!mnT3>f9I`1(*sGs=>on1>S77~-rIYYS`~F0X?HYpbOdZN1p8N4
z=J*QiZru0{+X|f$u<!Oxj;p4o71F_@*bh+}{F%8=p0oil)n_26h0F*XF_}2w{rfF#
zY=FN{j7|5I7-(r_6&6DK(+2?rj8|0+{Ih2f&kGh05MKUiY!RqHza?+R9JAa(7l(%h
za%8Bh>x`rm@}0O8KnGYtLYLnY|D*rtG4pI*2ve$&Z6aJJq7!5+gr6r*$ey&fcM(8x
zpDa>Us58sn9`(aF!yi9?PEJ??(r&xVwk-*y2qhGU2wOzfZHmWv?l;NP`wvhmD=RAi
zJ+2B%cp{X=k@_bJ0C+}z2uN-W^g~xy@kVmq0~&eeH|$3Qx$6~egPH+QLBmkRU`OCT
z2V|}1U=AX|@PxMwZ5awsMg}&WmEs@%-?gvt^{-z)i;n)h_<~PLD!;UJ4}H#N7Vr*w
zFHm5;!ZdaY78KhZU!0qr?Fq^T3A1h#I030mY4sgDx69G}LV1j}Kc?t8KY{>+-{!h|
zP&1wvI*r$YK$JJefp}8|R(8FhsU3%52T{ligC_`pKDd7$R%AT1T=%8LTVE3tH*skQ
zZVDYb1RjR793CE?my?5hrZVwH=R000sm{hmI~+OO7n&BH(fzx32d55-@8j2sFLoHL
zghh`sEh}4uzK9$Ls5qCj6P2Q?3_2ccO+i6Htd6XV3=SMQeUx=nwX&}64%|O6F&8AT
zu^g%fQU0k&=zKt_<k&G_`Z_<t3|dcyelE_51k6s8iU4qFwAiLt>4+M$LFM<@7ZAQd
zy8-R-2}r>h!l6YFD84wYxY!3t9Ee|92>p$YA_>-=YZV?8bi7QpHq*Ea#pOB<imh!d
zl3`b_{2m+o2+1=eLolcr;{9ulsJ&3KI5^08n}~?v$w^tTVUS1=QxG*so2Eb>WJ=K5
zI%%*1K^E{F^4HQ#e}8lHJH+VMUK{&RVWtU-b;-b>2z&fm>+2E>p26rrUKbg12|tUe
zp`l8%Z0vE!oe-=CfB%M+@o%J_aYwMz@TZ+Hvw+$1^QEvCVFlav7G3~JYH7(vcSoQP
zCIvk$Z7hU7Fa)T$V0h>&8=If&>#y0^h)PJr%evda;+gEoLK+kL&|HwdAj_BPYM9;o
zk<-3?+X|qbj8us)XY~1ql`z~ojQx><=qhp-LC->|C~blz`n|PP^yty-_wT<pHh#>`
zMn(_wMktB!MmtM=z0vhFG-$~gN?s8WEmc+XntRMRL+A-GhZhzXAB2Wt60mcoY|}_r
zcNhze#Q+H^RbK&^fi$nHqXXxLL)yvW+O-L&v|k$<aOeMSh*)J`V%o8vhx}s#G6ARs
zHdOKF_lwQ$b_2|yAQ~qT!?kCR0!}?k=;-ipYfldz=e^Kqz<MyC)^Fe1zJEtL)5q5r
ztZ8;t-UGudp!b|oCO2*X7Z<}TfSC`Ypk-nK8wixu50N%OL0ec4IC-ElWNy3Rtx7B?
zEJV4<)X)9Y*f<Tl=YJjo8jxxqoy-W`9y#P9-=WH)NMi`W4Q&mg8T@_xj}?U_XQ<j>
zA%oI7*TjAxOMv@DmY(#V%d4g3j--^U>vu#KfO{a0p`=LO_^}}FKADU8sU9pbf_@02
zpx2>3O8NeM4@qsKMpRrJp}1+>5Hb=6&PKc7X~H9`dJ*S;Xvi36Bh7CX)j1D3h}`Sz
z(4OJu;ZyKvq}&&O!S!g5{Q~DkH0mo<tAQ+Z5(uMJbFl#dmGH_iomUr(oc&H(T3iI2
z4~QTD=XDtv`w@-OXnYLT4d@OFBeV?b(Sg9Gzwp6>rpKc2oK_}*FmMmm1(}HW>X8Q;
zq$3M3juKIiVzFi8GU6S(cfUzVsf7k9ARvWoB#>p}cg!4+j~;$RM954CtT0VC#qZPL
z$k@opf@PBv#7P8lP-{zVvp09aq#;75OD)xh%1%tYd6N*pGuwI>vdN<Ys2gbhxL+#e
zw)S=;e>I}T($dpI4a<Rtkn#3ca2}&o`3Xg7<#0^Hv&cxRV^QlDw})%V<IkgBrl)@~
z!ITIR<KH_vA|F3KBqX%o*->={6JQv<!C>UzAkx2{W&1nY+sV6^jSU{z5Yt-5-GqcP
zFh-s`Alr~|ptC+S+^TrC(0QD0<1_LZ`YZTK1{Kt^iC@2V%X_^K2vG6$g<@uFTU|A~
zJ>U{DEf^NV)~RP^+_j6O0)?bXT@@D4>Ex?cRuMFSCqM?Ul3QDol9MsdrUx`Ny>$;O
z*}d>{Z!IssDK}50JdkaN_OW7f=1eGT7!0=Jo(t|H4)pXiS)o%VNjX3xK|G_Tz+=lT
zcq0$L0M|7>KbqA4780a2vOEA&BQmG+C+Q+FJA|hS_y`R;#|w>{g@t7$y`TVbsj9hg
z<SFmnx%2SME-FXlG=fN)6<p>JwvLa%jnEZf@=?QyhQm`YD0iU}KGF7o=d$jZFq6hB
zs(0RoZOKR6(!URBv*52t@Te2vH!c+Y+cezl9-W6GgzSC!Ozmr(Gzfm!yLhf6TY$7o
zjz!@a#M;0(A?tr@UMQGINFr^EY#0tQ|A7M$`lvLEv$NVdI+%(%cj3a7GCyCy>qfG~
zc`OQW#IPe0k7=k0=iKsG6uQWY4II^odY_FoPq_MKX0V7bEi6+o1R@PN9Df<*gummD
z@Wj_0vqbg6|M8LiR9hgd{6teM8}?kjsv<1gT;z&@9w3E-zD!NoVp0R@lHXF|deb!R
zV*geiME3eav*tn}P?1#$zzh+idHSY?2Ix|tiKY4;?cdN$bGoJ&_|zb4ISajb^F{{J
zOaKp=F&^XG2l?>s>151g2Jq}r@Bz|9!NcO*+4h6()yI#|px(sEJk_X}O9sE5v+7~o
zz58>)j`*#|0C#!rK+NL_+RMlHPsj)QE-?|^ukko?Y<NZ(K!oM|<x7#roLOTJmWMY8
zNswD*$JoeuUL?Pvr#IHj>P{hI8!Va)WCL9dryK-F>M{RdSg%xSjmQr}6wj#c=4Pct
zZ8$aC1F&_KiCi+zM&(8SuPlJe9p^<PXJ|PjXt@o9fiB21B}SM&)k$ju@_R%x&{3TH
z>Xkz#GY3Z~sWO6N4ar4fB3kI<0^|~~6=4gn9G>>car^zF)L<sPxVWdi{TcGv>CTn%
z*6Z-Y8BrTwWoBxUj@#R3p%7y%NSOpd1M+~)DY-5)7}7@1HB;c%+ztv_SU*^<+bAt7
zOD1rlCGX!qIh~B0?LAQjNpE8q?>t2Qh=aVm<ed80kaXMZgVAs*a!8u^0@>GXyVvS~
z0{G8H2L;|w%>1HA8(OoAiK$vN%(>zUd3g{l{EMcC4&Wrz{QY~dH}{~`PiPLGImudQ
zQi}s?Fd7JyuJ>==TnBuC@<kSderlj|-Q>9gobmV|j5gaFH)_l|9fyAc^X0#}MXD69
zNNiHll>vOjkb!epCX}aN6B8BkRNq=#A!=tC7E~6ndYI<SQ~-b?H-Qm_375YZr>!gP
zkV+l;wR|e26=(>p65KK;Hy6oX#`pm<$2e(sc5bTTFJMaK)q3X-r%Q=Zmx+l9b4ia%
zWU=SSya*YX#y}nfCccL<ajVJ=^5eFV((ads$%x_1R`5Zx8^&a43Mt-?{+M5;yw`#?
zDhh(6Z{B!~er85_aB|hm7sx#51W9zR3qIm?YwPlV0ZAi(aL#+wd@jwJzS0&zR|6Wv
z#)S<H9yL6*2PbM81E1BkwU~%$h!PzK@sV1GT?RJ{hWLOW%M8ZbjG;cGq{8}^RwrUG
zEYaV0n>ArW{sq0*N(E}VJ^C1&Uu>&AzY5pP;Rj6MbAT*;Q=AKtdc&_ka7OIN7b6=%
zq>hX{c;>Juq)G*ag~70=x+fp`xNcFg9{v0j1xpI~2J~g*dYur7gC<>ip|UD>_Bq9U
zQGPVZ3ceC4y$YIv0<+n5rLu^kK`-2_!>2evj_QOsq_sjBRLDj-<2lD;n8W5qCKTbq
zOv8d4T#D*#I`9j5pA|%}UgzgON5AP0TglJ%1dLue>fUeWsPz*~bE)VH=pnErA{0E%
z@Y{f?3a0m-G#u`p)x*<px&><s)hSantSD!|93KO7<7DHW2YmC;aTg5ag~1VFr$RwN
zs0g)p<taM|6Xk;l=*c*wvEz`ZC*X0dls$Jgp6%)?@pkWL;2WVjhT%PLBroxt;B#a4
z4^#WVTn+=mhYmqM!l(u)!7a=)p^{%I@j~lQTbY{bDaf7i8OQVs8I(&HplgYifc&c@
zDiL;;mr=b}3gqStR>9Z-@;3peq!s!hJJm1g0f?T3t01;}=kieb@Ob{1rL5~OCS_9o
z+px$;J&gVzyp3uWA)-vAp+SC9g?Q@ZNen1tr>0u><U0aCEOI)_J%SPilpW6-s*$LZ
zmR}N~l88BaC(U=KNyp)6Vt&)EwV|mADO$>%?TOj~vAP<2gJ$1J8)_A|gZI~!T!I4*
zOoI7PoGKJTKuetA<B8g~wzk0a3`|TInGP#*hePC0l4SuVhxts@I;rz<3cfP>QxN=t
z6X6*n0z6BHylLp&yN=U2ATnXyf7{6?2rrd*anX$>v<B4A<VanXi%gsin^;F0M*3v^
zH;VBNgE&p>4PQ&k{o@J8``HiRmXMb(bEg3Z27EzG<yltN46YUtW4J@x16D!_(LjIB
z^Z!s1(cdA1F8HgHhH^!1+6Cv~ddnc)d{97O;MQXlD3nW}DTv1A*_Y6S(Q&aCVDe##
zrNZ9!>Jc`Ssm6u|%iON~O)&*oICK`-kgKr2pkE+pN|nhrJ~uNx9Tpl|l^eWJq>kJs
zEmiYC?E#3Yz(MTn^@~FsM;?}*y-THRSmd^o{sZ)h3e$Al+0)Y{E)%;7I)TRFfMB}K
zLF?vrMt*SpARlHoz?yhdQd#vRo-<;-xKJqsp_wGvm;N>Ku!JI}Umo=|A%Q&eDl8mE
z+AV2k2=F<*{Q>5=fMWixtRVCZnFQ*=!)$Y7R9r;3M%u0dEQ3NEP`$u8g5&mxJR;(b
z`(KfdgQEx^-os@7r!I}mq@>o)&Xd!_*x?XQNGfQ6`Ij2E9|j}HH?5-f$#>YcJ=2@5
zQSUZDBgR`0f2OxW&9VcmvmOwpf`VuM={|4FHBhsT$LMGPhJ&$v-AzqdiHW8-(y3+a
zVUEWeSEIjS@`(2RB3L#&M5jrR1VojIiGEr;;%^nfZU(HB8pWwV5FeW<-<~?O2AP{m
zku$%%-TqITu_qJ+8mjyl%A<v_U2lrE0NywP<{!&=Z*a+VO|pG?3h^g%Y|xeP<NEsK
z$(jQPZj)h|Kgfk~@zPepY~U?n&H-an93LoGuxs)@eBeUOq#UrGfcN4NhF5g_Ktuv2
z4+Fy^ls<?SLpA6a7vElH-m?c1^bvp-q$e=tbxBEy&~)lH=|_&`88fq&=rRcj#?H=v
zvdT8V$;qV_NH?hY9`j)^3@c=!Cnpc@-@k|phE^t|pL1MAB_Le^Wf)_l4vvnzx(+@C
zCKX%OT){wbwh@uVCx_m@uYo!SsqXFD--wHnR6O{fA=mEj?+=T&bY^04ejdR;crVNI
z^IkYZwze72Yp_ss7vQIU{rc5yrmwfB=f3we#>i1qw{maek3iIid)Kajf83bgLkbZ#
zOnX-sJMa7J-{1WFX$>6&>;)7Vc9%cQN<1-QB0wpOKT#wr(bAAV#_fW5fi`@q`T;k*
zvdfZvef1Y9=gfQ9vK}7!NP2;X6%`hO4!zpo_MYMDI6uF>skQ6!&l0{9_jtIDGhCC<
z*5|mhgXNvz%gHwxCBr|wS(%^abe=muB>+!^@XcFYW?!PJij%+p*BR%s<(>JHg(k<x
zR&Uc!%ZoZUeJ$b7l9hH=)5O48Y7^&m?P_2P&OKzo`26|u3IAB+sxaHvQBz}yjfktj
z`2t)wDDe`XI%!XF7B7x?@L+Cr5l<VPQsm%C_+n57$?O60#Q);pfm$cS*PrnMT65A_
z!RUl}w1Y@QAVmr@lxWI0H>f{SoQ)_TvzvAJYjEnnc>50MI3!1$I#v#jB1{{yeLjX(
z0q|tsTlfKEzIAmF90oCqa3q@iiWelQ&}jo#RRMP}G6<z<K=>!HdG3b~z1UrttST)0
zi!Xzeyb7hgYM&Pd0N_^xBFru<#NvPe;UjH9vE!y1PslE&=bl!n4D9UN^N7l8QYbam
zcooCI4<u7c@Nyl1>Hb`s%@s^pqpJ=-`V2P$bQ*F88o}N@i!=x?-UE#WcE_q=z6|;c
zUV~yvg$VYT1$NZ^J9l2RP9T#BiiUqSze!9y3JDM5J;WMCV7+>aOsH`{<t6S7c)tr;
z=ViR;q30tbLHqJ$)F>#BJ9E$KrnLd3;G&>L4r6JcG2-ZUm-#E&o;ETn1v}*9OUlpp
zXowasp)A7C22dM0A%PUtp{HJWreqF}xdv!i1j4SnBS?jP|Go%`1i29iK4fUsSHhur
z;c@*4AS+qafPVws8L<j9`F{w%o9x2>C?M0VeftctFW}uE<cGVOU8f)nOiwqCI&sT;
zxr{e*;q;<{&UEL|zgfZzFiZ`^{p3CaX&1eFhrxwyYWvXJ5M)Aq>MQjv`tV^9d=`4u
zr%xel?e`-R5)vXJauMifdlw%OLAfY)bnUXHW+Rd>FJ26wV0a;#dhgz6Kuv$Bpw<uW
z-X*_TVrUluIC~K^6(;{ccQLYv=&|sL-#4x6!eYT-3X+eQCqb$S4Fo;e=K6Jhjps_V
z!y&Km2BEe#>`u7(aDL_eH+ouH=3uVR8ll4=7>9I3e_I<90rY09G42b*ke&iYE-oPv
z5x5bKE4#K3@Cp@ZQAY5Zk*+6;>ohdL26)USFM=W3ynJbfSp{SQ`pW##pxjpHEs;(1
zFo1gi?*_~al?AB`Ux;5I=mVOdV36a)(VHbC+)#kASww_|v86p{I&v%M{uZuLu>Z_D
zQ{B;A8#1p-fw4=#thsKQ>dkl8zaL@?mvZPSbOmi^Pq?khLn2o92bK!^E0tDt>>uJ*
zKH7YTm#Sy@ZIk$QBGr~#N<1Xv?Yr=2L3nc({8){KQ2Y`8X6^<L#RIm>AeQ2oAcfS?
zANJp$-(t)7?=LWAhIYQ6pMSoa;eVeK$h_|bgDM@KG!k&L-8BEVKSj9*5ao}kw^t{B
z`Yk2e(+_W|(Mn^*(P;6mu+`th|E}haGWl{6>ky93&COl?T@$VeBg4>;vu9U<By2-r
zVY>d;|6*?ah5)}_>$XDoK<&(_Q>!8O`u(YpdIR%X=oRh|fs$1Wq{MM(-lG_5Gf)5|
zns?}?{ajcRRYvlqGJvmR!pF~hE{Tzo6Jw`_@LN*E;gN&S;KXgt9Rd+q|3>FOF+Gjm
zq5!d74kO@K-di(-*Zzwxbdl-BZ(=X@yG;NFA@t%~l8>mGlZ%TSW>NC4gc-vCw(2c(
z?bmihv%)()kd=zUJ80m;l*xuD@r3Z7RN@QS3k3<g1=8G_+sN$@%@j}r4t93m`W*x|
zjFtMAoi2M{Wek}aI|gxFdU~XgG51a@Il7@fK*X$oPj@na2F{%kBV$CCAkwLLAI!Fn
zo4J=VP%P|c3sB0$#M&w<5`l7sgwE>ex%2dp*MUUgCwo(Ab{iL09PDyXMnBp4VU?6t
zJd=Y=rxPyje!vfz^!oL`{aJhQFYqt9y9Y(!SK;dd{c%1J@fEuCZs73bw+R<s-bDL7
zw=gk+Tt2kyEJ3ZLmU0ts^HZl!56yY>4~RZcLp-gouMb_3a)5QqEw)1PR(c6(??u1!
zW(ax#)MV)M@Q=j=1v5%YdQqyoyE#OZQd%3nl3&#@V2TfhH$X1o1egMcFJ_P!8LMcV
zrDBm$MN6g*G`)7M0D><VgEdCrtKE>mOo)%49vBz^{YWtfH$(syEDCS>`iH)P8#xT{
zV}SY)FYgV3P!f3}94VBE;n(CG)RQN+eZ@%qtU$7bkA%aBDR^N)K`5LmmoNXoK85`Y
zor^#q2Wk*6#b!nm0t1KMi%NsnZ=rI)i$KJC9lHegH%RFOoCPldA}b<V2V`V+6Ugs%
zf{%lV6o1a^GI4g-uU|Ga^Z{$a#Pxv#DX1PgY3IrH&J!O4N)Hw?$AI^Y0ilQlRv_4f
zrGpGWLrc4ccXS}~=9QQ5?3o*83*qnJOhPqH?SK`Wh^!MCoZzbkS!@7WfVXkiwUfu#
z?gOw?6;B|pg=K{%TmBYI6^n(*DF#Ny7zN)#IBs{32fPLqn<dYvT*7L@%0i<>@IZwz
zytW%te-M*{gKN-8aNv0M@Be_NKJ*1SpDyx>I5|N$flJV=x`6k?Y}>jOleM52Kf1f|
z-Y_uY<)7jqrszk(%<#V;Z@@%=DE<f1W<TmZG6gt4FmCXq+@MilQQ-Kp(}rLIuI#_S
zQT8K9X!p4lH}I=CyTHL@8y2s9!~6z4eO6jpl-M;LC8ct`jUP9ac>H!ZZ+cdf06*Ec
z|16{U#EhBKHe|~Y7{+VyFhT%Ub^9WJg#M*VcW9z<yioCQ$j`$4S5v!+PexI|NooFU
zas<=;<ToKfH9{fBWFL9~*1dT$Wfjg#eo+w&N4(D?Q!5K9GPWi*Mfsou6n6x&j$Hlv
z9Iq%L;1!4CU~W(d@${haJdKZ6fCy;zY6eFerW|JB+(zmcAkV@Mz&$D)I`kQVYd$_C
z`({BNVG7(1Miv>M+ZTCbI394aumT8NW4_$W!^8H+dklmhL4psr<}ory&Nt#0cim;e
zVly&Qdhh(VvRwYi;#d@B3TUa5FmeN{09dV(CKka_92OMVl_+HS%gdE;8R+i-{veh3
z1Xfmc!9Zv9Lm(w<XzTZpUVWejKM5d#f&gB?#?Jm0uSKgGga$YTYZAN6qfPcn8?Z4s
z{@T`t^Av#DhtkeDnB*{F0H%?d0?|A3Oi;hTX}=gcI(k&b<qvqJq^^O1EX+#0)B$OO
z%b@&_1z~m^MhFr!45$&{=`ymiRsV<t9F1dQVvx{YW2y&E3XUD@k^^|dg0(e~aPsU~
zP)%$P_+GDc(jdoRI?fR7IXn!Kf2rU4UqD^dW-=kzx|MJfjO2v6dK0QTP#df{)?K>}
z2?!iHdbA5pag+uaaoC+Zc&)>2dPM?eoveXYVYA}ZQXY75+1=wZu#1q+0zVm>m_R8s
zx^kt&v?>I}$-lUTNHuhTvH|@-0B0E(eI$=nQCM45;LxFO)_4s=Hquu($gl`A4D!NG
zC!^xhR=t=#tEC0Sk_?dn!KlQ0;0xm|Zee@mceAk(3A2lf_yvC)BAf^c0vIh~<K(w=
zV7lBy_Q)DJ1&Q&BE>xk6?;OIBn1*gNIRZV&q;BSaIl>LRB?;sX1&kb_N4fknH%CF3
z^(clWYze9i>;YLXScaMK4%RKqS-c?Dw#x|?94u7mb<m_J2^we5!t}Y*>yKzS_%_^c
zX->SaU<6MBA|)IN90eR|2@C_lj>KI8E<;LZ%XLHnLn;2_QH(0<*C2IZ|9(?8fbeI}
zpA!!#K=;MFJ(#$;>HGJ3ZTr?d;ezrGN{^HRe*`<|$F5!9tUOdf??ADD&Q(-Z4>Iit
ztaz85jSwi}NR$L%W%49DC*1+W?TwAO!{9NULd*xj9|{6uNO*rn<JYgqgzqB^z%~W9
zSHNo-fDXupqmK_z12mw0{QM!N<m3Uah8*-oFb4-2@ggXU+o_x3PxN+ndf+`=2%N8U
z8sTvP#^V+VHvt&!I^R*yA#stImzS5EJPL6V5)t?yhOHCiy~lq3BwBeQx`qorozyZQ
zdlLn=tZWlQ$4H`ROch}a7*rN-qCzJ^YGN*N*g*<42a$Rf5^2CeDoO1DUcG@H9FPf-
zss%%K@TMJp?e>3wy_g7KKq&wEbqWp)syehfJbKJj!;&lK=Ahbg)I~`Y;P4&{bpr#A
zvXT`?1X>_|K-4|5EAVtOUfBXr#e7wSH**d3kRw>7z;T#bfl}ti4>4p)aJUHs#DGBD
zf1=!f7bTb=V~Sr4e93Na1rmc)Mn2{~BHKg>16UI9N7S}z)~^VW+hRHlu@cO$A!G{I
zMH{b`sI$l^D^vVR+P0yU(ugw%dh(7CTC;_K5FW)FD*_>+9<vm+Mf3zPCF=9f(0&0P
zK{XIP#dyTcU<$&!HBivPq9W694>=<zr}>U7Vvx#js39Jm<=_`PxTp!Rg$gjzFA&yc
z>xP&1^(oxv+0@xbp0j}lA!3+MSj>ZmVmL-jza0`XHaZ$7<GN#sfq>+(H0rgXol}7!
zK?$Q?8VAg-U1MipI11Z{P!6HEz|hXY;fRmi$$j6D?Ig#hN1g0@^1-(;j&{^%m7Hz}
z4W;Q5oSMg;PxPWD?@kJW$<LD}CMN%TZ`u9Nc#o~oM_YEDYI}!*9+Y>O;N_|SEEqLX
z;HyK=gvv2@5A_P^7f=ZFZ>XI>fjGHe8XI9@2~NKO`Ns4&0(=-#x+3p6zwdk#;U=UI
z6iz^%@)yoS=4g*0OsX!_WE6r8v$nKlPH`d3j1#YoJdTeo9cSLgz!n0{483>o(Pshy
z^_oD4X`m)FTZ`dy(1)RC1If9d_Q=0PCd<;4Sc_sxL8$Ih-gOt+kkN`{oF)W0+8sM&
z;C7P(&i)04!ba2=yI_ytSL-e2@xq`xdbeuOCd)^i=15!apga%=g%n$lW-DQI5wHh&
zy8%<o@&Xvk%gN17cLSFopl9RcbS%UaSmBfEmBjypr}u#CdH?(W-|f<;DSXh<5|S1f
zsgMfU4w;owIYya<v}jQ(4wYH9W93*`4W%TJb!@F;ud@13>VJRty?%eU>-N2_@41}%
zeBSTZ>p32e$Mf+lB*rVYU1HX|-%04q_ZgS&yj@Oe0oQ7g?DUS?{!du!Cax<V;qqE(
zl4i(QEqXW#xrfJRdPqJ-rxd><j|JHMq(UlDyH82ha_w$K#d{zsGDbcp7~~cCK~C$d
z(1AcwDD-$n;baQ&&m*fOw;MNan&qn_hO4P0Zj(x!{M7{G{{2byoY;)YKoF!T9BfLK
zceT;i|GbnMh0s6<pnGkT)#F+i_$_md#iqWeOq?XDs)dKX0+1lhR1F!-5W6Ja4}Ofd
ziW37hX+?$lcBmn;2%iaBt){C?ibvnKw}rRm#P0FuEuV};=dOF@e=)q!vNER{Z1f`h
zXTcR|1ZDKMO*`CN(L_omrTa&1N$lyT*GumPz0Qpr8@w!n0t1&`ct$4ZIA*RCa|-!u
z^ROi1mgWZ>S3zb;1S6JEK&p1=5PQc!hz17%5vac=kw`f4n4ORVL+dsV+lgUeUXfX2
zz^GAbcl;Q?<DCzm%qd^Jn(H|v|BXiP9+v0Osi87H)jYwZ<HP<uIT|OjjqH44qUuiN
z*7JkjzFB?|56ztq;<d{zV6#B$S@Y3enhb;8rAvnMOlHIsgqq2R(&#=(egkW_@7`_Q
zuOA6wyp^%3={l`_Ozl8jP_K^L<NWdS=cqSTG@qVeR=i~<OexNsPwwDf>e;iYvEHL@
z6o9qtgnUp{Q04ZKAM8@x*ZK7(<B)f*thLajf*FbQisX7?&XvK)*7#EHBS#h;*faEv
z?P}os;W>F1F6bm+37PM)JFBj4u3Z+zEuyL4w2^ce5I}W(qvxc`CAoE*)oW~P-?fpm
z;ketV>FJv2ol5>V<TCKhd)+&!l8JIDvTjt*4STjmIg8CvK<~Yd6D;wktPir0pb9%h
zk%jh_n*j<Tj*SY@>IDsoI%&`#%IoCjO+cqd13YmbY5Mfzg)~G66@hH1qDa!P6LIU;
zi;?xlR2omqs2-u3|A1BlQ<SI!lgz@g26Td+0(#bMtg?WE!fx7(<c`tlC3(8B7t)e0
z8g1x1*H>+#F>j7pJg4RBD_$Plzn^K(uIKBL+=3mRJnZu~$CTe$H&8(Upc!Sh85BY=
z9yDk=A`n@%4OtKP_|I9=j4uZk6wPi*wEtt4brbn_!r!#^d_mrvyPI2$5<SE!C&Odd
zLRLL{ws79Ovna9J=lin}@%xiN0AdM=f`F`7$Uc2qocV^eSno30E6dK@&QA9{E@_ON
z7bk%fej^gpJre7TjEv&>zOrS*QXik?nG_Ezw6WsW(#7EIz@#WJJgzn_Ow*7aAYkvV
zQAF5IdT`Dfd*~j(azoJ8vU;k9x@F~gM}bw*`042C5~J5;%}Lad7ZQUw!Hll99QRKY
zO$j@9p6cVneA*<Z7PS~@Y_>Gmt(wpEzk!Nv)te-G3kP%`zbpQYoL+~LMHfL%r%jk3
zblIcR^M~)G)BNJgW?qvlEG<<hUxwDf2wXEkf!J^yxdKE2c_4Qe*OBv3asB$u-9wwX
z$>e)wu}uC`2NExKEQoGx7rbruK-i0Es5|{i$=Hs_6)7+sNbE{ValA8p`u0|t-I%9J
z4BxV4-Q1&1FRVj1=yiF6;GNr$yP9HT$r9TasFF9I`w;%#?f+>3&YeR?@G#l_vi6dl
z^o<mjpX%!5zjl88>eW@Hh&0$&l2;1G8}K_PH<e|56FNM@7puh!k`Y<Qhb~!O*uKTi
zS6M=10D7iysE`v5X1P3k4y+?>0Dv&^_u9tr+<A3Zs4sd;$m&cD0Sfs_<7ZNFQs~r<
zxVvUy(y|{7?j6^P7BUMLT3Ow$4MqP%MwN`U*~c8rXd1jdrfDFITAC5Bd%Re}Z3Qme
z_leqrup}{m_uF5d@1LHIOlMs}Ls;^jHNUd37$t9<rzJsn7=c!1|8AWT1`^xrSquxg
zIy8TJ4pqH}wu~Y=CV0<h9C~3XfT7mSrSS*|*#Gz6-HeQ?vFSo%O1Bmmh{8C=Pddeh
zkDc4VB(a&fIl?j<$<gD-<LvKI&By%9SdCB!Im8|C+CIi&3kKG4evhyg6$I$HT(g_4
z=cv^CtvXAf6ABTy+e-RaSs{f+mtI+3US#uugiD6Y@QFm+C5=bKID;2IZrllyOtFnL
zVeQvfV=o_3QtwP)XAG`B2x}m4xf;<d4ZCvb;@FE3AYHPq1FO~6i1y2ZtGBn*0VWnJ
zaI!qV%3msCpP(7^an5Vbpq~U{M*GNTAFyNB=FP+r6La&e85t_-*g<M_A8-s#8c$Yu
zEGT2nuGr#EmAdatOXI5CyVOYA44qH%$2HzMqkFe*9Ufi*Bv<GhU0WY|XAZ8PaIS(t
z=N|tr9QKGlm*0k31Mlk0;AX-*fH2xhc+ZR|8h~Gig*nFig}QtdU*1a51p~8mc_DXR
zMQ86j_yd<+|NQ6_-cz6T;{Avmf2E~`<G&Q|hY}}xrU9&n`V6u)F_S4T1(yt3_E9+#
z7=wItsoCcF3wpkq9?4$;tt__1jK9yIg_!0T?cY7LkFhZwAb^04q?tfp9$>fe+Erlk
zit*bW)LhoTJ%x+wgV&Y6%L%>3sODFqO_KR6OtW((kLQ4wuG=m5%MC5?8(QaS$GjUs
z1H^+xWud~n#nX*OI+_WL!LG(&`S3zxKq!FFTyaE&qtW;!e6NCRK^{Z~DQHQb)UtKc
z^=kGXp{lSB5JkXy_YSv0Kz4lZ-m8J9o0lKkw@;z;&eel-{}?5u%p~ZUSX+<Fncyo#
z6T1Hjlg2N4esQbi9UF<gjZH4bMp`+Ko}BVm`2fYcA}p-zxG2?sH%?MK^_X|en4>Oj
zEgc1<QR-tudl(2cL>y_n=#Va?ZQc4HC>52B1B?*RUfww^A$#AxEt#2#T{weR_nk4&
z*QbG05%M68&kR4(K|obEa?eK`3hKK5gG*15<2FpegQ2TSI%Q4i{hbae{5e4#A&DR`
zFmm}c?^rf-GDUt%quh&){BBs5VUsxrm+LVVPlp<*t3)4+Sf%4GYL7oAOeoZ16vuG#
zQB0AWr3MBX#|c)Ulcp1^G$GnmCT^-HCn^ZEzY5{ugcZS+pMFY$8{oy|y#UX~Z(?YY
z16{jAE8Y)g8ZJ28FH>1(+JDmcT|?J&78>{z&MIw(a&UyX?b7z_pLy!7a~#8m$#=Vx
znr3rVYf)m+b=PAX2xp>(u;uY=Z*Lh*e8Zs!dy=>!0CQk94NudJG_5mcPMny70?)!?
z8_#$0f4UD}|1otcG>_qYM}TrJ0N&2dfj6bIH0v;gp-;Mj6~oSfI-^fGKLuC}S+Ibp
zU%YPX8Xz?BZ{vCL-+%W_RS!Yi03dSOVFXLA(+0(3?@$+biz*-A@6<W~YKD{28Lwj0
z@Hw}?q}Yb~g-1!j+Yr!&G7jN8l6M6G5g3Cw!GHca{J>Kt#dtc;pAW@P6*QR|6a@fr
zrgm_q=e&6bs7-h7oJCZMh`7uLVrVnf^AqJ0ptileJrn~iEQ8`SC9^scNBPNMAm1*i
z^boQUvJDt8m4E;Sj*0ZOx!)h%?`H9yW=eGI)v3@F7|X>`*2(ZTl%vPrd0Y~RZ_EK^
zQaIn*Hw|JL^9RQ7-n{XY1o!IK52L0YrQ@gl@khF++1@s)AaW3~bQj)885PG-VKjPz
z(eejalb;bWf0sMyody-KL`!YswYjIf`Tp;(%=3l)CP(t+wr=fYYj}nGhCy}Pn{`@A
z6lc31tS=8hXU~{q#QaOmMdPT_NZ{y>Yiet4{jRQe-cwtoG{Y_NjYnFv;Wx>fp0Q|g
zm!#aeT|(FcL0fI+Ji_=_2A#`kZ!2l<Xje&RibHyDq8!f-N~`&v+1L@{@yfQ+PwX+8
zfSh6RQ9CiRmW%*KOuOE)QZYu>1;zy)h2sND)l!m_sh!xS3RhDw!qv4VsB-GW*|UFt
zFJG;b7*fc?yLD?*^&H40@W2XWRh*;Ol{+4qc6XGIc_TO4KS4Hx_OSNX-+NLa<_wFn
zA%$!mNZABaWcLbNN249HoOD~Y#3eQ`TPLcF{T1Lf6mUO3db-dil)YR!QB?)Xh=a@V
z16CD-^D7NEW9|R@R1|2${FWbk+sbd<ioev=6e=t&t~`LKHMC#9+fSeF$SXFHkCAyy
zP*th>%yt88MLxfKS9jj@w-<I-wv}B)nyOdctWR`eOeP#Vd^jBZm1Le6rM^AJy~Tih
zg(nIb2q>rJ$ARiMA3k_d*j@T=!mpZOO401#FlFRO(U;l9XH%47U2`<wr7aqT0=4AN
zk0Ya?TKGzh&$YFEm_)dNw%}9Dv+m04YCn940QovOzc(o7<HyL-FZvj?v{BJTUn==t
z&a0zu^fcSNeS5cOe>IowXPXG*0UDg2ljNu+>Plm(lR-+JEnYjJqv&`2;pW^^HMNvU
zK&?OD-_6cu%LRZSn7~ZHD8RAw)$YdmU17!AqS<4DZi%y6VDQ!ve7!8Cds#?7WjQb?
zrc?Sp3pweCpOCfnr#{sqcy|O6w`Z@87vOVZJ7B=4D@{GtR|bOSr<eZ+R*qCJ$e39z
zKp^VDg8QOu767@;(CgaEr7-wWvDwD}kr8U-t*GNUOEfg1V#jG%g2&m}E#;KbM~l)T
zN5|LaJyc6-l;c8;TjhFh{WB=2i4lGJfUi$8BC`oh5c?%5M|6B*#~nhZjRy7me5ek5
z(tqCYvY>l?@?^E~IeASDjjda@aDLkEuGq1CJL3`$k4?Y#IpdSho8^NAU-*!<GeGue
zCJF+6uco6$=F+-mNCeIziq(IKUeWrRhsws)tC}ny{2RRJF06b(Q~?*Y;Q27)NM%UP
z7JJNqp!G3!jYr#6u=eLkO#4CsDhSUId>)6G6z|hVJ-<JmoreyI7T-ES$Jw<4Du5`d
z(H^l7|C?}0(X(*CB_^0gjY9s5P>a&MXc5T9QV2u(>D8}A%{7`eh`2MkxyA$3g_@-o
z;5~?dNcm`vLbsnIbEB?;)WoLg%o&d30gvPGSis~$^tNqNfhrmE#t@i+s*4wyxLUPx
zrMM=eMh|%>zZiKSeKVLw(M<dz_-#X55NL`*K|cT#clUVWR!WM-lCpY8gC|c!mm?xK
zejs$<kdc6TQS%GmF24vog_W#+0<E#G`n_O>hJr5_0UyoH59H_1!QLA~!?1N&|M2C}
zHHmq7j_1&T!SN7G^8|r>As3Thpb2J2!^`8~yAds|XZGN$QbYntf^%+8Pk(!7Enfk7
z_~2c0rcJ{^*V{X~$QMI$jwd8u%_asS&{1n>q(Cu1Rr1r3lLym}^|7`#9JF*l&&uiE
zg9q1YLm6IyLO>{hi!h=JusH%?RP61;tp~^^4i1c||N8ke=l%#)x2V`2%7Zw7ZJN_q
z)q-8jr?9-LXwE!a5b&xj3h_{ugDg-HM8{#OLs{9izyCPeAkTL}%9RiWqX_z7(C^j9
zk7AiExFS}L_oJzl6EGNf0r$}FbW~g9<s<ZWb(_}m^g*ff`n$Lo_3mkTjs%GpMUvkm
zOg<8g=0PL7wXInw(Cw`Ed(^L>1-G?u#J7*oWNIfA<M-J&A}6*DlkdEvN7V<|(LTJ`
zlf?tAnt`bjSmmq<JPvqCm9QF!8bRomB7)HBY2^&6*Ywk1imjDsjMTgFD(!FH3NU@P
zL@?@YXgFl0WW$O#U)QU3B-J-w#T$kaC$E^ZOp>emhLoi4Be13Um~CmE`>FiCj+ui6
zh3<;W7cQ(~<j#T9L%pZg6f^n&V@;YT!|4|US9Sqd{|j~o7=%L1<G`fau1H%4?9iyd
zgrCU(pNq@YwC0L~8d#x%200spPv?eWe<c_bKg`V5hcCdap6JuV6So+$0>lARa!;N=
zuM7!`RL#Hr(0p!UwBony*Ub?o_&>D4dB9Or*UnHVLu3n}B}PCM$c^=TL&@44Qe@sl
zNi*G~@&ItK88bQv;Qt-t{eYaQqqv{o9kZ+*d-U)lok5rrDfKl~igQ!CI}WcE2gQgj
zz#i>Q@{;fzz$T9I+O;e&lNzRC2!_K1<<{MQ|5aAUei}577c^J84T)oW^ms}c`{<Es
z|K-dooYBQ|KiZyu@-Mdm5?>nMt4|+l4vCR-3lR(Gl7<|;GQM6MP24|ThYqA^QxKTO
zP#QoE@^4EeQt@y0-b&}0>gSCx7gU-Gl+;aF00{)@Bq#w-`9A0Eu?Gu{H&g|LSLZHW
zfD-_oe++u!Wzn(p{4o^FRAR@D-F)$4x0?yecM9bhdJw^uC{Y<C)Nm_sl=XW=Aw#<a
z<EeBUXq|_~+alWFo(o!zrV7nu%v4_WBh7^3EXR=D^nDm-WbBs17U;mF<HwFcNb=br
zsyxkfTM999y^F+i>sBmmo#XweT~Okg>ApoUko$?6TTbBT^AZ;Z2S;yySXd~AdxV&N
zr@ZMig=nxtUumhY4SAJ63{67+!d{X8JS?`5rrE5(OHIe9$lBU@@w0)CWDL7$3Wtv$
zpLfa|oSn<+w2ECHfLxJ{F@|$N)lTBwZE1;pPf~S$iz{k}|5a%b=f|(-hZ|wd(L8H`
zF$oaw4h`q}IN6$-DR00G8|-b8rMH$}9fgsSr=(akoSiaG8jnn`ix6F508Ahh@@g98
zff#}J8$Od}HzXzLbP7c&gL&}--d@(=6}=Z<S^050`7SUJf(mPN&TEnHx5sfz@&dsl
zlL%M!??hN@yzq_=YwxUhbpG_6U&Ed1%4x0%jUD1**PLDSbb#OrKr#pFf0LI*{pkyw
zaUq&VS)-({uTLe{y!<<uf)EYpRvX0876c+)nGI;lSfFflU&XoPcz#&Lyz8XR(I)Bm
zIoV3^@4~!}Fp>A5qJmQKC>{BgE3A^KqTi;z$H)eCYssa5yEA@Bp(Xny*A-F@veQ;F
z^K{_Y)E&3xo??RxwWW%d-x;kJzxgdf^zPk=vHCbERR2-4Q`8Fx0ttnNqw3<q$96&?
zLbiq<gvp*>nbAWI61dthBv%vyf`Zz{dc^Ay%0yW2+@j*@m)Zjn=={<#%T^g${jp<A
zWgxq~M6b2#*Gqq^ClssU>^^E#?RnF6$_x^bOa{hDkQi)+`)}z!t~b-l=w@{eDfb{^
z2+@c|{iLNYmvT#yvm`2!C8@xHacE&CSTbv9E=rhccA8jysI8R~GFfrJJhfI&QaA}H
z|9%`wCaBl0Q!U@)QWe`Jbj6CTX=#P#1_3ZMf>3waU`HiInw?O?ZEf%h3uCtTAErpl
z+kjPAma<e*OqtP3Zv!FZ)I7=!5h9;W{o=wt&5-ymaefkMJUhx11mEZq7!5&y+$nj-
zZ&ebYIM1CuJMqXA)Su2L<%^fXFn1WyFY(LyoSc|P=^U2KuG&$*jqg5w+{?mZ05V6z
z*Mv}}Rc#~-LPFRdX6)Pv4p&*sXofDQgYTHg$;JHmvGPOPtNRGxqG#eYrZi$_EnJR<
z;0u}(8gO_Dvx7Yy_z*}?axMh5e|%oRxw+RiFs$@FT*1wig6o@UuuhM<1?cZ*A^W5x
zZ2I`L>A+2iixs~Qi|L-q@g}Xxoj20G*Svqfv7c43ja9E+YN=BW-g`@ACY!=f;y)Sp
zOZO0My&z1}AY2V_bnIxlAAufWsYcJA)1OfR9$-D?yjz3fDt`Ue^mH{14dlz$IF93Y
z4wO6pomoFtmh6Fk%~*ZMzt&*axSr{r;c2$<ehi)<exZ_he<utaw#6*oPc+fuUxo?H
zKBp|;35*PpKOkRCZ&!{U-65kwL`!aCc8PAC<KOhQ_pWj5Wi$JvtWu_Z&i%u6t{6_V
zVj(D#2x*%)W9TpfTdezKYv(8lp-_s_xE9a^{%6D%#;qw(8aIoh_s5Sb3Ev)1p^ijE
z1An%9X9$t=?p=8SzWT_eOKZ4xd1@<TyyK{)yLTTk-uIYls~$BNHv=K5f={Q>vzozI
z7*ZZ~`S_KL0h;}7Bxu$yt!)-nA~<0^sZVz|)>e?CJ&cMW7U8MER1@-B2kl<v%87hU
zYOjIi39@cPS{sRJV1>1%CBu3XI>Pj`=|!4Z6ksPO4Bh;=C|c2SN%prMCv?2VjeE89
zLhccOXQ7ZQ=#ebFQ>;P}Dr2Clgd9LIFZL*}ZgxdU!~8RYcxapl?D*~2^)Vnjqo*hO
z*D4RrI|_n8LfpQ6dr5C6!+y@rb9{XE49_XFr)bx}*NbtsC6#qFOL78SaVyTPt7qvQ
z{2qP9LeuxNL${%`KBkYVCw1Xzr#kG=J<_7z_H&enFVwskod;(dj6Fl%YaQEkRh>8M
zcuYVgKvkkP0K?Tslfgvl7ViT#6=zU|?AvF0gt}}u9Fc(@eCAB`&;EO!gDS**=_WvA
zBp0|9eWA3ynxS=d2yD4`oh-U-jk#&-Y<wK}+r>u`toQ)v3TQ6iB0nveOz&A}yTAI0
zPIVz+01g{$s=(mqjGDSbcwwbv&XqJaY4;!fS+xD7o}Zw8b=OVA%Z;0nGC>lh0p>qZ
zztyZ8XF8GkbhNxcd_CK$g*FnyR?t<PPf(-WDJ`{tG!baMmbO!7*P%?LG0&ft8$tk+
zIAjM^Mz+yNgffb1p6)qxrRr+rK}fA67)Od8jDS{{e=?liyD>%Q;#iaPGpgjzFHrFf
zWnBjz=un(p;IMxnEf4&}r&C&<Q0J1;=oP#?zgOBM;)v#<p14}0UqkP5cuMb`iRPle
zF(u>!Ufb1`v_?oJs6L<xCe4}C%IZ3AhU-^cQe}T&v3ug!Mb-JUsd#C{4sLjFyPOxU
zA{6EnPyRBjV@Ac;QKNeN7&>TBR#|;f5c8NKXWrEDZhhmH_BJeTYKJ)a$rswze)+J6
z1yip?Q5suh(9om!@f>QZUEL{PInDT2%x9zf*8=PiuQfp{M7(|<sld^LWRGZ(*%lad
z4Y<kb2j&~3(|#eN+u~`K7Yh=hCp6SuQ<oG!S}2~Y&6_7poTw8o?%K8KUHITZr>R)H
zzSTMS;nOE(b~L~KiIe7*@&KpZTZ?O17ON--%Pg27RuG^S8!s}%BQLO|rbDrf_hxXf
z$4Yqt+OO1#Y^-|rR1viG^xUlc*)9MVda~F0=|d<6{LW=jCbHd*<LI<Xf1HO$0^B$<
z^WD0QY<?A@Is3&Ukc?8O=pLmyWvuPn+jq$B5qnIUM5=3$JTqR)gLu@|H*S`w-C{rL
zUtSj2mxo`+*FB}1xs}z<ZQGPDjk1~rM2U)lPUP!)?TjhZlMETxoIm2oRhC<y*2oQp
zag{!(^tC~GK(W!F{S%6a#LJ|&nxQ!VC=FA67O)0A7Tm+Es@D`&>)K}fUqqkD?61^N
z0~oTbxQufH=wDME+A9b_dB*C-)A(`z{`Ph<76`D(e`S1qFN&ih71iDh)ADiF;la23
z{vFkz6o-U_dZ4zpwq<2N13qk@{`=3(iCqLzC#9#fafuiD(M$BETs1M7ORK{D$Fe{u
zWY*J0LRl<Y=(BKPK!2h_-Mfom+j0V<oogc^c&gU}zQ6>89z|Ix_#)6pi`Dr3J5o0X
zJG<CEEy&vhL5vikHLjnnwZE?Sm5P}0>X&LXAKTgw#&kwlk<df)gV5HF&L<N~cOS*2
zb7vqjg!mP;<HEtm80WP)7s(_<!&a6-#JHIppMF}oU;-sVUY?9F(X5Y3{ye3h(ctBt
zNC;5f=EtC0EDn?8>FJJ-K^lFaeWS<Ery&JDo12dwKAcFsx$I1_&JN&o4ALlm_*462
zy0p&AYlb6pA9h)ofj&AkZI(4l46}ykSTQle00*5ApbCGtip@r=?6O3z7K()l8&=Ko
zRAqH?TYoVO)NqhFFgd|yjUx`-Xt*RRLy;r0R7PIe7GePvq82%)v1bPhv*}DtIQ(Yy
zgdiZi1fKl%c;lYU)K+v`=zj}P^Hk?c?AmLEzc{^G4f>9AeUsP)eBzH^&ItdLrM7jD
zCjS#nRR4VEqp+jWdBr<XjP|T|Z1pFJ#iNBQK}bOO^BcPh*%(N($;QTlxLbt%vriNU
zcnDt^I0NAe&(mYvIP1ZKSK}22bZ2umi+{1T-Y%gSw<YrdqNN4NiNb;o5EoC3M#ERH
zu6r2Qg<X}**M0o-=|^MZ1%^y!&2U73fW-3A@YInjszwo_E$?Ty(Z*0MhKItj0clrM
zY%H#2P(eY!pfjBHywX)yeQhY75U^0?4vIlnFoJROO3|eRfyIm&xRtG77ggphtvP7#
zZt!^j_@mRD!vN!67Hh)8zs*^$T7kZ@<;T+yiUh`)b#-)@{A@xos#b4HYfn_h_{r~C
zBC-QKWbk>U#b2=CX!}UhK-(vNOx99bJ%0R{aLiRv)zH9RWSs)bO;}79bMh9NPYgkb
zYj2mCE@vj??b}|~*4VDRc=qfAAP8Yx3e_g6-;tm&DhX~$hX^9FO4i^fHD?tIcs;WG
zO^)b&aIOu-kTYVUFYA}^K9F1qUbxV~-oAL6{+Dnki!I{c3)%6If2U_pY$_4Kmk>=x
zjzlk16PQNZ>}1I8!xU5R+!ux%S$}}~awqW`Z}rBRNwU$hFDsH{(|b_7hZt$Msi7i5
z2LAQsT{15~?jAZ*m@glFnJ$b7!3hSl>FZb14i;_&BA-8bvcl;n!&s@+N;3|0bmoYi
z{2d?IM%q77RnGj7SY$Nxt<q`h;2b&IB+_|8XU&rHe3eVwed6lXx8+6wdozlBaWTA3
z@r3k9Wy#x~7DP+NvG3kpT33?9Yy`4yYCXzJF#-J^3692INVMpXWS}RqkDBr^f}j>$
z5+z#0*w~1oVQK){!id{iI1{gad)J)m9>C+v!!13oLRd1PgI%o|(ymO8x#+k;eI!hV
z7-6tMQw{~jDYfn2|K<51NLSlp6dmdcSjl~bDv%hAK4}HFz2(WV{g*C@^Gbwqys6BU
zW&e88Zx{=s+=fm0Y@)2kMide_s%5AlL7?=!H$=Z{jBCqGZVr>@QZ|j?CbRhYV7(3T
zt}Vf06Rm;}kRJ-4$FAOQJXJiL*1oRp3JXMgK$DseTK3oHpF>P7Eff1$ik!eM%&iFX
zpcXt&Xs(8*28!}`RK)Hsg)6I%TAgP{MJ+B*peD{=w~e;z3LG`kB;xCxanDs1=T4YR
z0n@G96NJZ@1HO2=%tSlUNCnvZcM?lqQEzj2#bGvWZSgo!?xK5-$rE`e=7mwf($0}o
z=)6?wdW%Cg2GB`J+OShb>M8Ds^3xr`KQ4|{bTC4i{Qc|KHD6z)@VN`tcGX4`p3!&a
zD|}W#zUlsfx#0!?*1m5n{rK)3(+;TPVRX?b&&G-N_TXebabg4L6@?-Dp+&2vd13Cx
z%1WNDQ7(v@!5oJYa6wDErLgyPO`ie;o47%?X3pHwG86U+$t*R*d<R5;&(Huf`+}ns
zfAV__zX(uDmB$muTED6)6#4;#D)?XCoa9f+Mx?f@oaP|ic~+vrKk88B-n&{$Qp^Kj
zkV#F8vW)NyJU}(XbH;N_S;#$iZe?hwI8^`8afr8FG1Dtdu8Ff!K|$)Os!Y~m0eP6b
zeE2Z>ECqoN$deqTuPG`(!65Jlqi|*%lNx5pg;@;60X73X=5*}_x%7z8%h6m3)duKJ
z2RwR4n}O5{27Q>^_L$a407<@muJ<vDGZ3t$(6|5&Jew-)>3oBOc`on%`>$ktKNSg>
zc>9M65?pDDxI&Z`sJ@5^*rka&(4@*hkh0-J`;rfEj%Rxqj~THcFUL7dVCd?Xf}|K8
zifz`jX~Ez<_RdbwPAq~>tM1NE=Zio(a~Mf*QLQam;|^hyjtmSJ!s|C~fZS$QJ8KRk
zz<O$%YA5!f42}#AK8)Eq0uX#@+i$weJuSL5l6ugMX&(|NITz5lVL!KukbvKo?0t6#
zE@Ndq*;jwu=<q?M^!_OZ3EB8;w?TM=8M(kt%L@pasL;4?XoZlS5b0$fyS4wT9jr6(
zvDzXU^WV53g1<+C(69@Y953<)5=uD%%$7I=0|pyu=)nG)8ubp;VH1|BF$E?Y#Mi-H
zm<kP#tCm4_Rz0*;!C}MP8QvCHQ1H99Sj9SHM|%3OeRn``If<Cd!j1|xC?T+$syV$+
zoF<cnI5;>^9zqIR&C07ns962USUa&*Q7t%sSk45IB&n>d^}`_^V4bl9JG;7*{_X!_
zztDj@xr0C)aBNsF=>9&O=-LutELUknW=2F~jzz`7g-)y#5TXwse#0Z0xKLjt2LB{|
zG3^Ox3f#~WLNO$a&MP{ao68x+QZ1%DRZgsj3DTq(-Z4V)Z^jy%*D#UE!)O=*(m8bK
z6%xSYBU7ALf3F0v$KM`evb+29h@sN>*_Xp%)G#>##RTWeQuwb2U-b^{J76RXGqCrO
zQ>Sc2;z?V9qZ3gB_Tgpmm4O)^IfoY}2#B#H%#yb1KW2tx?`s`H3FF|6hCS)!(K6ex
zTRK1Qn@=7=n>10-qh}Z=iD4SLW1ePCPOYnqIkiX!4h@By$ekjz;(W3jA|zF8HN{Xx
z7on%4!-8lPfweUTy9pF=qgSUL{FjYI8~`qf5Dg>D&!k?UCbRa=bw&2M*mYoH_MKq<
z24|}6Tpbk#(syu@s>piP675>J5jc29JG;Tl-)KMc>_k%d#+y+=6XIr)&as4eikt*&
zDB6BJ-<7&)tvx*wbpjDEE`f49cL*#G1vBd<yUmjCR&2vy71nDSE3jN*VrS!hdwE+u
zVhZI6s5o!?EK#lfc~)zkN$+5U9u5&FOlp+BziGkRw?-mK7%g)acrTz~zrkCUEwgvR
zkW5@I3g4@ngm?=Rs9Th5mz}nh&-y1I37u<_8<h?%3(MTgj)Qgr5b<!$(mm-Mxn-qe
z34yd2+%_{^Y@b$9HbNGhCvt}&T(s)^{(N;L#T=g+^ZF2MVbo#0#ifBrxL^G#npW6l
zi68;x;|UgmyP3Rw|9;Ql6@T9zh7~QUoDqPNfq@4BREfWlk@=_}X_3K8h)#@V*h*lz
zp0M|rY5pX)&Fr3`XIs*97nyQgrcDmCAQ_PHZ`1^Ev2ub_cthcnC%gkHZ7UWhR6jQ)
zmsVq@nh+O98zC;$q=Ov!u4|0+&+M+jt=X78{_)4WfPga??{na(+0Yw)d3q!y!F`{c
z5PEGC;{~FufpQf<2yTVeg<vU;ADul*xOj#-nt1|-GW`4?3lV6-CU9?^Ag{QRl%t@+
zg20qdAUrFlp9{u&cP5t*>44qXVT4x(G&uvx_;907;b#8$^c)AvPRPb~kmx&a9nI;%
zmryLrDC<xn1hWiH)XNFG#&MA@vj_%?joyf>+@b!CUl_-hDPl~=(UB0KS7HmpOxj%O
zIkbO<L($sc@hK<JsE(qQMvuS<9DIX#nJJKnIe7e+%{@iUzzJp~jGAHmp?g$9yLRtx
z{qb?8U6y1vuXH7wtQb3?_yy%hPsS3$R!$x~KdVZ4+@kEXvT~8{Co{r>%KtC!;1cpV
zdo#ZxUQ|VwLhb5Z@P~)Du_0>%s1$?<Us3#FCui(HnJE1H`91IA#m$~#ig<AlU9G%;
zNl<My7l}xcw*o{Qp6}vC?h)!?;nCRzT^8@M57LYqK7aAzPjB8ZGRVS03h1i8HgA>}
zyonX<3jEG`dQ=Cda~hE|appn4rSS;zF<Aux26Y*+0Q^BHeE6_SaV{Vd?KTn=3^0Pn
zGPL4&;M}>+#kt~f6+l?zkLzn9sTcR(-CiR81_5lQgCRn_ST75lTan7v?CW7^DdX{7
zz9E92KN$X|OhCd;ILYahKLg<Ml($v*E0m6mH8y`a&cL$*dltk!XuP*SX3e@8;-lTR
z-Kh4xZsR>Mp65mUw2K>#VIZ@;qsNWIQtl=dAy+|d#Zw6Gwm%lQT<sZ4uTBB8=OD7#
zG*2_82H8Yyu|=GpJi~-Q2SGT{7Y8~h_eqmPo4AaMYc|Q{0aqU;Q8y?E^tz23KqJW(
z)ZlRbuCBhc>m}k~fR?Dvy=sF8k*45kB{)v0W)*Y1ABcny&19DLQC3?r<5N^XViN?;
zJ$QC>5Vs)v+@};UFcu9&;s!nv;`F^-ydMQifZZzQkxNA7x)9AY-?K$1;-7VB+Rr3h
z(QUe6s>8jvk5XL3;6C?~qe7P;dX}8;ml*P&hwP$Ti$k`yrZcsUnrSo~9*2!TwLb}H
zsIj0jTQ4?+(9$tvCv}O82ocpEOPBt`N}n@lus2stEu*wCwYFqIhUiJ4C<0L}(8Fxa
zvkAJTPhKQVAg;M;{*eI5+<3{(8)mv3LpAYlVk!O`7uUI`ZT{;v?rX7Zp^uNxvktE_
zx#fa@R)HCOdP%qQSO^<#nu`b*D<Ve!c)|bTZwmDZZnk!l0w~|OaU3c;C&svLvTBP7
zwB3)I2~fzu&<A;||Je1W_bDO8o#0!1>0f*&v0);FIU9&)MvgC$lq9ZY|KB#t0iMgA
z^2Az|)PkLDB3r_NA|T8mA3NTr%l^@8L{w<@hxhivFWO4Nd*I~wulY<@zB_gFBV*!?
zkDDORKz>9LgQ5zpYieR*IDQAw(XLE~VPLxFWar$+#DE{Nsp2$lR#w;L<5^S%Y&29q
zevBa{CmO}1iOFCqB$Sd*3@(ccEDnv^)j?AeOIr<9)qz0BA>%2|5<B6W$zEC!{?B{j
zzb1|})jk8X9KTP|HL0qkzLAnk<j7Q7Ko<b!ofEoI_$b21fP0V+z@yRO*0;BR9&&tZ
z{+m4m_~db%7}*#ky){g8PX1r9ruOz<fqTjSRH}ktn5xnq9d`HJTJaL`KC>y5On6I(
z8`tR>Il0t!-lSt>bTm2~VFtJ!vwejXDGMVQfQHK>U*<j*CxAO%aWec&4@jzqnqT*c
zX<h9<hNQUPgJOQkJkdfql@rs~n|vpmf=2*6-@khogsud^KA{HUhRLw1=A&oIMvoq7
zRdVIAUw*pb`5{>6K?zJ>M8$wA*~CPCEdR3jRAYYMoxod;OehcFy_-5ZKIEjxls9oA
zgafDQ)k$IS2*-~e{ffOlU8ShkWy*Ho&_PmW=kz)#X}QIaKz(W1rSZR!`-Vn#>0IbI
zOHug06$Lig*kXn-AWnT)WyWtd?drSXJaI-`dv^A0?X+j$u7u4|W|KY#f|6dqmzO&t
zFJKTr9!Z*f4&8ydxzfXIU?S*|(6%lD)mAx_dU?P<sAhy36cCg|H!3URrV@=o-Xz7L
z<5wpu%+WE#R#qoWK4IByuBt4HUqiHAvwAhX#y_H&fc)O0SC;Ky(2@@qan(>f4vb^a
z7|>!)WpnG&|5Op}Del#h8LS_w2OoxE$4h>*I4!gD`d{hkOIEBfKOt@ICcD&o@1;vK
zsYjU3#4xk0EQnGE4H2lAAP|@4`rtuMnm~p_Y=j}q1<(}=QKTSokN1OH<P`IlY1)#Z
zo~SnvrHJVD6OGIc#jHyBp8*oZB?MonISWph;@N%X%r}Y%;v>6|b=z?#wTvD(%PI<?
zSOPpt!8`>HU_^pAji@CjAnfA_vx<)GC3#dP>FGLW^4BzN8lID^Kj;gf2K`}1KOds{
zxznfLFS8^J;-uP845ENlvbH+XetJXNf8a`d8tC!aJt>aHIXL)Am8<0vE4rfBmV4+^
z7eoV#(x7RqV}}^mh)yV>z;T#jX1$ddbR(7fnz(&4^>qEZ2auAI6)uL31t3Fm!b+d~
zHluAL=ourZtkR+dzP~S&SI&TnpBv8HzhJzxZ^l7zkKZw1tk^#po0&PxyP=oaqPY~T
zjZ!O^%Ce_Lb06kDFe{52E+=p$fnUIYyKkofAr1V&7<?DL{RwhdM1)i1EAR@cC_%tS
zqkZUZX6D<jUjRSJfQ63w;3klA!>>G57_fsv=e(#kV5H_CURuplQE$~wtN|wwce{C@
zYowzGPEha12>x=8TuWM!FAaZDgaL=C8o+4?MHz(~V;&`BX9anf#mM#Oo0@ifa*t2~
zML>+{<MV>ix4>21t<V^OgXg{W+=Hun<or{3i0r~DI@RilwqYtI7f?z;Wgq2rjgBiI
z$f)6WPXF8mTV+Fa?y(GFADFQgzLe1U4q>!$L)%mps8+sP5TTLzlKOoKiIIL)YXR#5
zs!WEr<^pYT1qgctGv*IP4z#31@m5Z2pYKjm+~lJ6LET54zCU~7#Ktiec3CZz@45;N
zO)JQqza}!;nuY)~Qkx@2Pf5Rod2!W{2jiI};nmSdr{h<o?Uok(N`bwOFR-`<IZkpT
ztn;URc!$eERW1AViy-^usfXAUmmh)6*3e)>6Hyl};o5ENZQjk2UW%k;%a*0ias?l<
zTt|UpX=%x*^o?7$pcKSmVaSDX<3z%Y8%8z+!)^cl6a#b)EMcJ%z{RALELD3l%7;;f
z_xwX>-jd&$w1nC!q=IZFj9xDF%iKlBN9Xcvik48t4S4b5*7(;{qjiT~p)Ph@+!FQS
z$|~2JPupZsfkzGwT{LOF`KXPa>OJP43P@V7v-Dp4V)g0&EGyrv`dN2kUa!pqdQ8fw
z+WpSr$=TooYj<p0wYF`b%gO49y$=1Km#k{(fAaK|-6xL>di`_o>kEo#p!N(}7HG5M
z2BkTBTSyq5F+9bAo-u|>Vx7TyC9Lsz#Lj<EF!)<<MVsuJtj1&$azbk0ojZ3*{m(Rc
za7yWksq!iBu=+!o1!tmKJ|Ne~o~QiSwZk_{S2JBA6yJG_nJ%J(O+mZcop(H`hdb-)
zZr-``vM6#=?<}!sdyh^A;oEqUH03YRjiJ7p8egOs>Dv8lZI_V$s9-GTtIOL?b<I-s
zh(R$6z_J$d6uB;$2;IO?2n0sZ*tiqCk?vf(K#x@N^|lK^{i@AP;CvsSD4QqCFxo~h
zC-x1yc8Ok@gvtq)f2D7XR^H;Sq^!KDN~Wq9`!d_$%|tQW5z08k2uhf0S;YQbuS^wz
zk*k4V2hckn)2{ZIz_WVs!n$wY-_M^A8G*8KB`8{W9@Opoj~_gye`b^#jo5bw;Ug&n
zi)Z<-=YU~OjiKoxjWf;*#L&EBSAGSp9u8jMzBQEh=deKIVj*eAG2!~sK{W8hebV*o
zw{Od(anu|wXT%Q)>ykb^2ge}369wD}^rS<EG&Ax-#|f;DCf{h0T*6gGevm}`I*Oej
z6wn7cITicApujMfs4(-dp{|l`koBd<<VDk|&&IX@t&96`0pPV7%KgLp_iJjeD)Ded
z%=Q3xlQ{&YHoKbs`}FZ+Il+B#$L*sJAl4`;E&bmkJe%$Ke4;BNf^mmlGpsPAE7_7i
z{tvJ1aNh@hxg#s<`$O?UT)!Snd+MV94*3Fg0<HQ1dCbD%{Qx!jN1sm)gNx!}kuU*T
zechLUTfV}aT67d)DKYIW_KeEQ-hD@9L2AbL0{<}0aTR1yA|M4gJxFc}=axMP|EqTg
z=+0$$g~o`QQ%ta?w$Ab~zI}sLR_mp0+xDZO0rSo`I5RGq?mYsH6fc;5`PYI_D1C;s
ziZTsB{@TIS>AfJ=qPa#qH92>z<a}ABjNJ=_j;AWa;_ln=xwv%Uf{6Zu%`t70@Pr_9
zno1Evh2_i70J`FKiv(40oju#2I9DbMFD>PRQ=x!MTIuCslLayc%}zhWAO%Vck904c
zL|eHh+*k4pZVNzibm){uqG55w7XRef1y`V(p?S$*bPN2O31@k;C?3g@;jx(z3zXpW
zKQt5+;<!g}kC^@flobT7q_}qmWiriXy9G+e(x+@mVdoGp2QLCD$!}^c40`Bv?~Y~J
z-^Y%59hj8U>nplP<__gVRWj5FPbhgdWd@b@mb5h1%j)auik?OX4s?=AS)pKs_a&Po
zQ1LH#Xw9N}0yMvpu3@6(U+@-PyLYc&$Dv-^>@E&h0`18zfJiM~$_QhTdB>0+bj{QT
z#~DS7uf&UUHcCN51AQ)q_M7$7yuE|{{A>#=B8)KI_`)qli4N$@XJW4_)Bv7v3m7Ee
zIY7sgYr95#4WU{8@ZrC@IzIE=J9qq&ZgOz&e?=pI=Z;QsE;2}nX%>>3bhJ~PD~ayW
zx{SYx<Mfj8I?O+wII%b=C=7iTgWWG)%sJ>j69QVbd{8(e5;sdrSAKgl5&b(~1Ds2U
zM!$88r3?y!qKZm!1t6%dsv^Z5g*S<7$dDme>2PwrS**i@yNqEbfA|N7TkF>H|E;|%
zx&cx}fDv;@kaZen1Yr8$W-^fohv<zn!5<KFX*?Cvl4Z*}sw#Hvn#FA8w{&sWMODy5
zS65fIBQV;*1rr1|(a5X-0$4FEQB$LX7FA=QUC;J1gtXoi4|%&!CySjv3eg0WVr4!J
zh#VfMJVV4PJTz36MM?xhpK}YdApIERq^e|qG2IgqC+Mw@T8ykee50n8*7;MXE}%nY
z15iX6UM4~zL9cN$aus=jcGE_(Zpp7ER#yN|+`H#bBAP#c75EW0TvJC8@^2LtO+;1P
z4>S~#2MEl&zw=%#m*S;KvUy~j!{i8Y>l2|8|55kzpMVr?`ro>3V+t=SCoo1qHDxPd
zF})OI3`E$k@3*H&+)HgJwp9eYdC|~r^7Cd38wPz@UJx&ZHp$pytFqPjU&cawe2@Wi
zQPVxK#R;`!H=%CQa@^3vr_<xnJt611S|OS-L^E!586#)5hT@^0kO3yf9sWJ^D&>=$
zAiFN26hhu_cqCr>E+)ZBOV73M_^^2Nik?u2<}!qMh;D|0xU#k3OS|SA3<L;O_M67o
zgIqL+iBl%0mn>ZhjluuzF9o|BA{3I|vRa0a01Z%7uV8Yap+S`6p8MR^+T<d*A|;IX
z1L)>DnCZ@kgydL)J)J*aeE244HXsL?9uoIhr${W3XqS@B!C%Pn-0WjlbmYI-TV*8r
zDDQXGiX%}oP0oLUkxor{OsU230%r!(Pdu_|pR+0RtsRrxIDAaPT~1>^DlfA^41ch9
z?b;pgAR27n4=e>)DHJloV<SOtp&*FswEx@|8Y&-?i_TV3Opf$0)6MxiMU?yljeNhA
zmp4#|hS$D-3&m_xQ&U4jq0O<QM>h`7IffXr;818-n2OMXen^%pM02?7H3Dz%?rUcD
zjg)_RfBWvjMckUT@q@!Y=?lJ`WuR)F!?|-`8XLc_`twZ%hj^3UBf_Vgz-ueJX5G8D
zynyM=ewX<=s%{L}lAjs&<;5!B+wH#ZdH&ippn;rxg6;p!ElvQ5cz3@SH-^7X03oG;
zr!l7FEB*Jyi&ngIAWqq5cNR7+Q~uuDZ{!!eZb2-H7{BerCn_CK^{!jBl56g^i9Xgk
z1-jRjx6jAG!q3T65ZV!R(Qyil5lPU*i9K{x-e<7d7#JdZ+z}Wywu3<K%9#}XKC}N2
zyu&x1Fc!$gl+>H)1%exs{k)k#bm%H>Z-R7#-j-fs_BZzAoOM;(Rs#y<tyQ1Zt#$(S
z8^TaB9Rh$7(YUMW#}6<$E+RPvDT2t<QWR5HaWm-ra;GyajN(w(mJa7af)4FtFq$g9
zo)FUyo*XMqShK5{3o?MbQd2)ufF#!w4$;*Ebl?=6>SiJ*a26@yfykxTZk3nI35E9u
zH5}oQhnl9bpHzqjd)CTdtyp({Kjizx!92Wyg9d3>gf7J{14|R|QE~PczmWIuIp;Im
zfjt~u;{AyGr_Y_U&`qKVpjG9fv$T2XQe-hk`Qx;<Ftv!2E1Rqg+Wnj8<4n@UwU7fl
z)!_ZuNzj%`VJ%!*cEEI}EA*=JTE->CvVRwIUqn<wFL53<Y}_`{c8a`7Ja*B?WU%u7
z{WE*_%J-WH{TLP&w0v~;KCb6oN~^}?nHme(^uswha_`KYH%I(GEkN0Xek7TBALih?
z$#!xa_45DToa`g-KLKkNaZ0qHt@To>00}YS<UD`>H6UX+TmR2A2}Fc(YqgN3;u=E|
zH^FfIXO{_YeQ;`Q9ZjL5EU=8i+CKv#4(Yp0UPxl`(U~(W{aGVx=)pVouclvjHvG*`
z=K>|1e^pb14)4R)`|HBi4>yi9qW)-YZT^gBIt{UXew8M%C56i!6Eh4;V~9cEN_3I{
zpR|eeIn;|tRzzuNJ^3`04)d4nA4O7{ZW3_aK2EV%t0W{aATZj)<294lqPqRQqCq;x
z1#1eAH_<WBZj;=@6e6tbK))E4*>Y+>B`<?_L>|(};`#G`)~b>$xdK(w`=andf5x%q
z<SNRGGkrI2*uM*!6c`vtm6dl#Dc+AGtLW2L-EZj=#Qsbb;Bz2ECmc${Sd2Ob*T(Qc
zjQ{XHON%ftC<AOA@5I46!S1^~QoLRE?^iVXL3rlp(J)oz{>SE1V-lacMY3zgu*?tO
z_aH<<Aql%dnYKoVM&(;Nhk8vxV3&4b1;r4j5UAZbelsw&qP(9_Jpu3{PbFUTe5IRc
zePXIz(35z8R_W2{Agz7X4ZgV3)UhHne$LuQ0B$j^g+oP)dfCsP41jnWTgUrJr?M@Z
zX9TH2iQR5AAeQHql~(|HB*j#$yb(B~hMzr*jSE>w<z*qd@BU$D9O}OIf?LaIW2No$
zab3OR@!W44;TqxElqn_N-abAd0RbiD<<n=+uDl;ij0dE^`Yqv905e?Zr5jEoBZzU0
zZXF7_t0aJ4>W8RJ)@8^`t2meRMH5X4T$)4HARueF?8waIyAUnv&hi+j)u}9{@xvBq
zy!ovVb890HUK)?Y0Rxw&Ce^BW+F_*$%HVP3;p;?A<H`6ZX%t-GN&H+{Flmip0e%SQ
zeXTO3ct63oUq7vW_)BWU4d+E##ru)&c*ewo@V*X{#rdeHyC&KN-BBqaNIj4E0#)7V
zB^zucXxE%#T!FFOxxP$apaI&XKS;M*w+(AoxPiV;>HXl^HCDU2VagKc9KoR@&ULi#
z8VE5vM|41ksyd{}JrW8jIAM*LcI!tajEaHnwY}xElaqf@xomaq;BXK00nw{^>YV|K
z5bj`|ZHrbR9iwI87G!l>v^;1%W356oK9zHDv;@k#5?I--{b)M<7#SJqj6EE^0ylEb
zoZUNibU*VeZcSg(zmnj3R+nwn9>&^qKsDwLFE9&d-{paOZwcw~D{qH>ZN}9&xAVnM
zMZ!_OCuJ`sNq}8f<@bdK-=%)Z9b^46!78|=`wk*Rvtn|GBkvQ!&_wOx!IG>=K0YjS
zhkB-J7%h!%989!GbgRSAFLb;IfGGVo;gs5>-TeaXOXNwKqIGTW3(yqYy37Cu*OO7B
zP?e?xDoxO}M|6acy$#pSBG^P5^i;t+{0*`!(eD$~2XLC*8d;5r$>yL+g23~N&A^UY
zL9q78C!f)-(V8zw=R$g~2~#u$-^kV8?`l6bEKF>Y=vCd_&o6%7ZMatzogS2Z-n0#;
z;kdvPZ2LcXb4!)jq$tpQ)S6dSb$wS9IyuYs$4G?Mi%p%mPo4Tq6@={KA!kgZ8tar^
z$bfm<*`mwTaLOWtsJQQWUr>IZkHHSzBswgoJ$&$>@;X;oU_U84one=2#ujv+^|-2v
zxh-kIPU5oIUY=Ri+H!%K8O(#_(wrK^dneu(=XS4-jp|EL!ITnu*lu2^e+*or03h(*
zqj;93P(COLzR9{Nt}VME&_&S}X7uY)jk@5+Y;0`9I6UNPT6qBS@ZhP_X3l*7`Sa)Z
z@4KT_rVGvzSO1iw?wj)LO;H0iG3^KgueCu*z~{=s2XtE@_ntrRYhrRWJhX`ii<wdQ
zta$05H2D<Y9*UA;<@tS6q6xmQsY;X0IsR4n(3~2G>QYwhs?WuwMVN*13Qo3JmWmw-
zm-pwdUz&3advEP9R?|I>FN6>ec3ffFMi^JDV(n@9hyvYGFf?ShcIBJ&dob(RP4O(L
zP%)c%@}$GQbI?L;on}UhcKw?pV~wV!_25VpO>mJv2N-$NyK|!Hx0!?{LN}Vli6fz#
zHd$z^veNG7fJ+ED?dW2WsMXAa(4goyOjkHW<v=Mz3k{Htggt(=lbD**?ilGMO#DJ#
zVZw{di@sYbmDaSG*%XNwM8jsD7jW!ErUbWaS(bg$Fh;gQR98`0VO!46<k@yTt*7BS
zefnb{Xing}+S;Ph(jULRFCcccggsB-Nr~kp++xDpe3elcQ859Ek0I<JjC{|Y*f)r)
z4rxo7-Q}<4g!K=gL?fx-w{d-PLqWjuj4>rAOM@3Q_-paxDgDqs@QI0(_;W8q<wAsN
zXm0tG|K+^v8il@nj}us>UfbRGiNJ`fv1`TUBKxUxjzG+#m|~b|Lk8_9|Br0bF@UEd
z7>e}wM<&2k&(t^*g)~w(>3;RWFNif867LXviT}rTIZ^*ov-w*6<iAoJFbwTFrmu<$
z#stybll*-473^_ZwK-1SIP$vpbZZ@ddA-t2^Z7=AqNF5HX#V8<>=y6W*4oSr&O2jA
zd!*s*6I%6zm6}W%5n>c2qa&*pAFD{sDJ(cSA6~vR$IMP#)-`bn9XIJ)`i}w?10D&0
zv-r+XjIjgy`ogd|b9iVk09$DY8I1)0NFR4-{B{RSuA%Y#plA4s93NsjFKRnOgI>uu
z$Sk@5>V__nlH&9DYcpi~`N`S$V2Dr>Ea_t7x5!}|PMYE25yX3`ass7G9_2oBozWU5
zI!3d{%+~aI+WdtJMV%xrL}Xv^0!ou?1^vm%In&-z)Rr1op?nTF^Lr!>Twk6fB@A76
z6ey7KB@R48BDac*6;l5MbZmX@{h2OK3W^sucIUwKUAy2J-%`&8CSM*D!TMoFas3L#
ztpdP2j8P!<YVjgLMB<=qb=h>TYI4p?-Nvu$^nwo(e15|HA-|YCb?ShfOSopDSzE-a
z(r3xkWy0i6o6Z@7jDG`B;08gtX>{no)svkAolDHmkKA*Wz_GbJfFWaYxo*<>gpuz)
zeHzCOnbg$V01b5Sn6m&X#JKt{T9|U{);P#@BuexRq916n4e}}Z7-Gj#MwJW=4H-t~
z+XCqK?AcQ`fu2awXWySD?i+2-&oYS&Op~v4fKZIP)Q!Fr>{r}lF?#f`PnTVUDAwo-
zIPvQA!+wed82YhJ!S2Ap{(q4GF<-!#k}mA;f&n%+%odX`9uYF20Fg5RH}HW7acYXg
z(RPMi5|3$0%EwF7r^LIXvt%4O-4lZ&LGVHV^v^%KuV!o}-a0PcNw+VVs^R~ku>J<g
zL$r3<w(XzMk`is#3iH@Fv5+EfF>}IrCj#M3WmRahv0I=_H%hk9ST+Q$o70TQprAw4
zSwgh!qgLZ#_VQSPFQfLK%_{9XcWkk|s@X;*{l7tzG3_4YqQ0tBnOuE4@4x!`j-5Iw
zxg0uh0AdbE_SEPPoN#z?Mr{jK?}2v@g5^eTxpF0As|a=jed92oPBC)X{l|HCiP4!^
zCf=%(vJ*yfNaoJ11Ib|VH9UA>&E8N56bw$BHD58uO|w8D4RGyM9v!F%6dMmxy1Jnz
zCM9Joa~=-eT6@sIQHR*5PeNDN?qC{vm;gcBiKzofqQ7+N%$a>GEw7_GSiCr&YLsz@
zz`)W>z4@6CU3%X-9-KXXd@9R@nMa)S>h){N#rjp*+Aa#~rduQGz<mQV3Q@&ml(=4c
zDce%NIF@N%Vis<!b8v-e{PLwWw@dQ<J3VJP;JwOSqpesM8=J2Yk}UE90(BA6rfq-y
zbsrvy21VuZ#?c2pk-|6%bo#^`d4ZV{BclQcMeG|8SMi0Jr2)BSsvJ4qNB%O=gRiw|
z!v-cebktvBk<;#W9x?Of$B#HZ&hzyZm!Sf`kTHApIs$Hfx&b=&C3le<!t7)57`jvX
zX(ucpC~Y(Ymw2>HZ83hSQg;c2Km@q5>_$$Vx{}I?^H1R=2n}Dqw%Kg#Ah@<4o~Ed_
zW}iJvP130_c&0;4hNs#<&OrgcJ2}9~DS{%ZIO+`H7wE6BrPe=#!^w2J_zA*Cv9-nW
z#yZy)74QS3lomENNJKGPxsdw9Yu_CdAm9l3Ps4~iZYDYh3!}3<^bHIcg*%Mf6brNb
z{l5Y>q2}OL2+`ZOKjB$W;sRYJ92ttE@imr)V1&#YPQFJ6Zs32Kc+H@D2(bsYj#lIw
z>GkVZcF&CW@+!I4w@2jC?DUJdxeaKl3BK5SpM!b9;*+|HT9Y1T*5z=W5lOEpn}2kc
zJ*ubCCbfY?@;k?m55YrM5bUx<claW$xd?lVwLvrDcMRjaO_*S8X&DZ@cksWTqr3)E
zvbU2V{q5~h(Hjm=%Xg*%i#M-NwuTK-6ad0~#X~xTau2!RrgIZiOFXGLyXxyN^!MkU
zJ*ZA?;@u(4cbEh-Joj4*TCsdgrBdAY-Fr(7gsA|^{_sWI2%#q7)qO7=T<gSTuHptD
zBqc1q#82yH#adEm={6qS06V+6wa0Z#ON5F8(21hf{%o&z7~Wt<%yL=5m-kRLR4=A5
zP2-z(=<?-yFq1cLmW&}K!P*Ies;a8=KVuXiI|eL@{cJ;;qDlZ31XQIfrFHZw|7vep
zMV%l-Lq>dmhy&MZ8n)tsbfoL>6^s{(cs-Y^)=R_jL44<Er5M>yv2XI4IW#xQbM4xp
zDk^0JM_WmAQ*~7PSb|=MYYg7~ZPjiRKrJmP#uvMvP>4#-w;ItJ;etLk*sM~QB_Fqo
zifXYm{CJ4hm9z52lP8Q<vS{^2ct7TtdvCq*_e@jwO>)~RkYN-@6|^=qHTB$54xeKr
zcR|}<m-;=0ncwr<=W-dDFQZDxdZJI$$5n!$Va*o`%>$E;@cVAw5Wgu@f|9`9rdEJ`
zflu3Z3T}?^(Vp|dC?1GWQKyb#WkM+7zDNtk2VW>!`0g{%6>5jlU6J~Dr7$Rhi6KwX
zrwIucj}q+Y@_uj^RP+VQi%^M#&rp#R^B3rOl*4<)uI#5!(lFe()DpH1imm#5h>^s*
zal};QZaEW3I@D}PG#FF2W6@Yk&o-b);sci8?Qq};1a8LK%mcHGCg;F`kvS9QTn;Z9
zUd!J%LA>|;BLeVgSanvF*;wH)A!@!#u3j>APn6p>1~dtZEN1e4Qbf+efvWoA1H=Cs
z@}r<HV@^s!OVg3>k;+P|;Y&kDc6Et#dN!3w_^T_bDFI8B(9wI0AFt(TLdn+K%Bmy*
zSnmn#GcuTCIP#>Xq{RI}^a#-JiTHZQ4sjS7SgU&L-xn@CMp+K%uX!LlyHGm%Un~ol
zt)03gG*o|JsNiFjQ~DXJ6^Pn5jpb!!U5IrV841l{_|?>AE%zPp1vKQ@uKR_BqWdT%
zG6j3CqSjSrnQ*UQP#)daaAWO;&$XA@rl^*9E55ox?E&@oxF+@Th~dL)LdpsYg&#~j
zVn*0gH>n}x(%fquL@Z!HGf%hoR@8>rr*efBq&V70mZ9g+O=3!z<00+@TDcO2gDt14
z$^DZjZvm)D_k4DF6^0A;m`zgIP0#z8A|0gcZB65X!6YIQf?V^0W$0ocs?&8eY=4OD
zyK7TXNc~Xqxq{I8^R>}I_c7zg)4~<-Ytml+?5g($5jrdknion%AhQB8l8O+%YE{vU
z%vkk5%TbR}1`-fyBJc=_`0`&8@EKEH4Fe~0^xRCAkbQtc=!&@U{MCkrF27Dg2>MAo
zck0AR!S?*w-Me3Ar`H_8l=n5rG(#xlxyrIKWcXTLUUBJ%^>u+kV0wi}CWQX_HvdtV
zKU;9Vx5J-5C1q`E%b+e@9wJ|${N`iq-nv!ktEs+Ar2e@*EC686f-Z`B!p`0vh>3C9
z*SB~YqLU{g>UQBpY>awsB>U#Xg_E#>7<$umv3mg{6pv3@>s?zMtKNPiz+$K2b7|%A
zg6hC1U=LDS)8k5pJ`7@9@pN{{J=t?My2|7$-gCFiAo~H-kU(3k4kLM8-RFl~`~lG!
zV$u<?VM;#I-P}b}LrbpPHZ0A;gv8u@q?xX`dy?GaJkuU+8lQ7sQeTt0hXOe5SIkK$
zQfZ8w3r_H3P105GUDVvoNf3nH2`g2TFUmj1>;n(3va$q^N~EpGq>I0HV@eYeS~XJK
zfDRxeJ)I3A*-_ka6zk`W+l=6g{ti4TV*Pv_UIi=PDJ)U^(a$i>qhgae2rTLT<i^dE
zyM?B)Bz@!_=+a7mpu-|xMDNiu7_9hvWWy6W&yK3=sl$sZxNm}hJTu;px(zfyYse5v
zGn4;Ohd3hC2O3rd>8*CVaOu*zlk*=imsW8&&s5ugJH<O`%W&}W!+Ck(!KPx$pP2zM
z`<-%Uu1GxGDl2o0KK(`O0s=AeShF6eOXjX!2Jgz~4?$-VUIGKbQPDwhhLG*?$nW2|
zL;N1TqtZXa$U1}WlGak}CfkNhnzR%WoydvomYD~Dy^`0f6y<wWji}{uGj#nLmAt(@
z+bQo;d2o0bcRq95e}j)}O#G^=ATQUv53{hv++4{;T}=(@7qIBd%P~TsPt@;gkL)<U
z)7)!y`tCbDam|_``Ge52UdH>Lw+C!oe19&Y0?N(gZlYr8GB_twNGFdT^<P*(b==Tj
z>lUiy@_?nQRt-7^Q5@G?67C=VucXTpz`ia*?)-ZemwzCZ|DSJ*xu_HR@}=RcXhh{|
z0)mexL`JMMM%oARhTV*nG+jvLitqHR{pn@oavV^DYc1RI`0^?igP&kA-V+%Q0<7lF
z%Nigna)#*40!4E8uqdRB8(v;n`Fn8~ft<c>ziaAj<qNY2XhnIpWF)RO$Rvj6z`$)+
zk}T?ilsU6owr~GMVM?dSf7Um57NY++I#t6$!_O#EPU%T?wULmPo?hgAnD@c_v7fh}
zUk?hCS3^)83dU^lIc5GVZYUhru5p+N<C@X-X|`{6D(7rjXeh>*3_~fNeAjW}8Ym1x
zdP8wo0-xj84{NcJ0>@ob%1r}MDLR_{A_@t}<p5ALA^Ps!Ngo!-j?=JQUWqz~lMp`8
zjET9TqEjnB&Ilg_8%ps|ben#`&EypD$EBqv+Ac0vu3Q1{L9ZYV5$^f$_lWLeF_CP1
znBw;cijO@MQ)V&(JBM{@|26s<4r@72%Z_%Z_>JCfmRksg`)t9?YyN!zXho5@c4Y@`
z|Be46#w<JbxCi@#EQ@LfRF=VuE_!-s3cXPGxw!?L8QI-{bCT$0A{nBDHXlL>@OO|P
zyn0R?Qxq5!mlGJGDS0IJ9i9Ju@PJQQl>Dap3I=j?1%yO&W8WJa;Uv<DjRMaO?yRma
zt~E6&`9r2apV4~%x-MM9bp+F5)|1gxpQbO`Gn0w;I&(fVbs3)_cblv6&0Rw>PF<m(
zz)R%v&0Dt)-U)8#j=B(!X>x8^*~BSR+|*9cwE|{y)R8A}rBTvJqFhbV^T7N-32M?m
zFuJOyhF&_>@Vt$6SsF=jkB#4OUtc_7O$B4P0~S%-n!;Ezm6QuRI;eBAQ$@fUNSA02
zA;RTm%@c~uoVMZ`y8HPH7OXq>JaJDJ^?Gx2b3u5c{P}7=*lK2sp?A=V64j|AJ*EvW
zxvhM|?YaXcLwK?(;v>es0N)Otd5!G`PIt0ZR0$|qfGCc2`Bq@kzyDTOV_!+H?MPP<
zIxz&GmjCCT(8s1*%7tj?meNlU030M_N&FZJonU1FdD+wvBNR?}PtXBwy%wva&Vb~b
z<-ceWd{2Ye{<Qa9xDXm0cN`}p=H~8JRZ$94ek;o7q)KQsm>iFbQVKUMT`}0)JZ^Xn
z-{k6;!OW8E-sH$I=`M%)cM0e<^Wf|t#{I)er>U0Srf{W>DxRXMoj8&5yNFFp)B^bT
zGdWafeD*akEy$33j4?vwkJ<Tg?R#e!UMKV+xTY~g{n5>RQ+H?7`Ols?@mz4Fb7oVH
zr&&HC9Y7lL)|Z9`a>{k6jEagKxEkScjWP=qCD>s`aPS+j-Nr8U!$@RfrSA<Iw*bQK
zq8fehK&c<9I#>-_uw@N3MLYxwXgr8yT6A+!|LcvQ>$t>J9|m7k`2`gA_=U7C{&>D|
zsB+-)+xsbeG5$+*n+pPM1-k<3%xF|^hXipmx2Ef(Y5rPF4_s~rbT68wpfz|G+&7CF
zV|GYUGN4w;3|UC?K-C-WL4i$G^33U?7Nsp{4Afc!bI52V_D~i68XzuNWYPsBE8L%(
z$w8)L{II}laOrgsnWA`>nI}(E9YIsGJeRub)r9Cj<@|@ArDp}R4!^jTwoMT96bw7p
zm!q4r9R`LmWy)VEDV02-=4QFbF(D!SS_U!i^96~Os7I-<f8X!b36dZZfn>XK&g$m-
zov6s^Md<@V!@9bsM0|hOsT~Db-Kkjkftr~G93>@^pK~~Pd5$bP>Ai2Lbnf!5z8Apg
z6otaJa@0_ijo2R}Xa$o%jf<C@c2WsX$Ud;lt>u-7@<7aUE-2>cFtRGUsj|Mf<C%Zv
z-QNm(A|}$~$Jc^x9dz$LTWRp1K@?$Fr}C+QMo9=fMG>KY!)dO(cI_-%3m@g3KHbq`
z7Rc>ul1^>s@1&*BWwqRVASf>{_RRPO1Ssaa|M%wY+gj-SZ+D<mFuFp&^;=CjHJD7v
z-(ehOl$kCg;L1mLyF}e8EoIpN;~ED>BxsgjzYZN#Bngtn18|JTCe7#&WtM<EEIOkw
zw@2vOxF0=})t#R8_Ltc2<>tX;xDc>5CMFi%wmEhdO3MG{LdCiuiy=dvUc2@Z3gD*u
zY#td2(B_fmkNz*lMTMjSg~Ij!BBd{0Y(2(F5hMtKFDMGBQMK<Si}AZ*ZLlT->7&T;
zpBf4d-_n<n%lY$b@BKqr664A^_%phBn?3Tj5z0qgi#-p@3i_D!?#=EEtQnH?{z|l!
zpOl^TigES46ulT%AWP_cj{V%;Nxt}TqEgAqnog0ARUHA3%^c4bzx}%JcaMEXU2!ob
zj-#J}E*w8*%mVhea!kToHsG2}B}*YyBksy1{ySs62g}dAuFce8jI1NbWIXlT_wSA2
zleps~{=7{a{k&PYiZ9GQe;=dOYu4P}H3W%YZ&TCLlwr>4){u8cro5xd4!W6HTT@e*
z=gq3q-|#20m!R~NT@=iXo2ko~lp3CJ=heGtytn@63qW?^_Ssz=DYo`cpW1K026P1;
zmf>%~2~e5HE}*6?FCT?VZBsut<H#AnjhyFQJ9qxdQ`g!I5^pv0oFoz*M}x?aWK}Q1
ziX?dM+`H9XpKIeSw`ahjZui9{OEnd%+84#pTPJ(CJ9Jw_!1}E=z!PusQ&^PAe$rlq
zp7O?Dq(hgX?<A9A;-mV9Ta;sYS_zfnK4o}`l<IGtiH*$!j+9metQQ>>OMOm(r-A6y
zOkINV#{cF|Cnjw#Q)f<O#lkIHz8n>o!PS-OOZy;6HuZqXBbL$xQh~%DlV_)T%g@()
zr16v~U8Pc@{r1dELCAa(CXJ@dX#E=<3Io*j6)P!$vb^HIfNT+AVTWL`Fs<(5zIxo~
z(cL!LglAsn-3A*t&%e9BR+8x3$z@75_4i-68)AoHY%F}$vZ;Ihx~HY(z^is9r4qE!
zdbIO&j#UGixQ%(X!hRx^x%o?KO8}Q{#y|fhA&Ix^uu0jqYbdgAW!ml=AK-Y9<`5jW
z2Pv`@c{3gvexFou249KK1zYTK0mN7vq{PWde@2vsk7xT}&0U|-!-E4m>+9e2#<IhS
zp{d}(;4KJvR2+wi+g3LptAU+j)Q;I1aCJa66#=U>%_#2@8$wnDL?Y_W7Dwt30BUwk
zyz@U85*Rpu0zAD-N815N<+AfIQrY<)u`DJM7x|wa{~uH50oG&x_x-b-B$ZS~I|-#B
zqLNfd(pA=FYm%LGDXXD9>`@_92p5+X*-eRzk}WEUtVAw~)crcUp8I%i$8$W#|GtcV
zzw`WlKjZy*zuzCl4RQr(fDcRoP(Y@_gT<|#>1e>-e3MR!xJmYzGq?l2c=&MV)SCvB
zXqc3W9;icKz+e#au{TY<)AC!~4=zN|_k4bYDndypzY#2M)vf86Z;NESZ(D0^cd=N;
z^!@3g+U@Mv-7_`HAoh0mlrri<zSRlj<|WTI3?5Iyp#3Oc_?ElUk#I2HLYQ<wZVWkE
zafBkQ`lor};dq()j{RHbD^p$i=^v+m61Qr|!LMEcEcSV3Z#C(FioA4JAlnNo-)>^E
z9~}Ix=7m^{q4Je0KTj`e2OMWt0&_PW^iIexDVd)tiE%K2odqd%FzJ#T6}If#$3Q~6
z%DC582wRaIdmMJ0b4b??F^f&`^i(MFT+mbopZP6#B<z;cC*RGN5IBydwS6L^)EWvL
zvnr_iAP!`T_=uc`qhlfG60IJYBh)WP2e#>doJD{1Y!vXDOK#j?+xo=A(oW*p@#@Lk
z;2BGS8KcxJ7@}CT554Eg7<^~x5!dH#Ja+6oeMaruUAxq=dEoow)L{NsR(r%SO_~pe
zS3l2x7a1w42_C&Rr0&^6u1mv#zPp5#8+2WCIrJ3=-p&AUhigD}=yl@qWm`eq^k#BV
z!>3en>BS|B7bBwk`6yfY%N}u56lnyRwjW($$ch#Ck7{f0kP^(Jm%P-B9Xf0n1Sr1S
zdT4&sa&G^Q={)}SOa>u?{Izmr8LI4Kb=0D~X)<L|VWG6NbfD?Q?&gI*W4raC)}?_2
z(9A!k^^|Th|M>XO3w!KezkNH|SPk}8!&yymR6|3CFioVBUGjoKHG?nKjKQ1g>TP%j
zqf5mijC#9B7dHKPrcxwrnj){hfe(#N)lac^qPJ$c`@LJYI38!2y&N2=vvDk}Y5gpz
ziQ(GjqonW1GvXSabM9R0uV2hi*yppZ$#p4PH5iX_m%yf|lf7&Aja(}T)!qJj%oy5W
zIg(w7pu40)V^OfxfRN(H6<XT5TwMBw4ZgCxxk)SoqQ4uN$1uTe`22aZ_mfT{LSSUX
z`03sy>WW2NI>cTYy?R~5(#5aLV&;K*)dI&Yk|PyRl`(U*OC9ArZJJ0ka!Q?Ekqosw
zRyN%olOg;-*$`eLY^}N054V2`t)?eS`Ts*-+6S0k0zhxK0UkYD{HGa7)!zQvsZ+{k
z;^N2{$6oomufbYLbsW~@Yf(;b_J_A~d1o-I2PeQEPO>WsO~eo<PMBW7CYfIm`^AxL
z%U@KCr<&>|3e==bQo!2i9BpyrfPUrmYPz(Km-xBcP+njf`RAW@J@ht?oji4_jDYeI
zcSLvte0m2s-^j+f7UEX7f*-WzOP4L<qgoFcf_@acP^JnMSEhqA056n|TQuq*KrL0v
zg@=82y2kWa*y(pc`(hA0Z!G31<BddDr;K;<zCR)8&S47Kdn4Ni@j4M0z6>}u5a@mQ
z@X)5#dnzUiBI>^aM6}rIL7<#G86w~{W<*5Mt#!JuF6+vyQHxMtTWxbv#J+?k1V4wz
z{&y7<Y1dGflf*0*OV6G*&4>&DC5{j>JZg0FynuWGqJ^SR^E^P)L=;K^C1CRupOnPZ
z>e;2g1_@qFWHe(T!vT8XGZARmn8XqZjyz>VFi6_R4|Q0L$uF;|tCJF_d5X<VMvdC<
zpi5u7@rX-&!4N<$#83qVdWMF6OeBvVPtH3?wqX#9;~Y*2O8sxxzS4k^n3d0wg@zOI
z#}|0=U+VHka|@W(xllV0L3|c3#waI#e?+%^P_n2zEz^?66)~<j;9<<YD}GKltdig?
zp6f1mARV2h1>L8nUS!V70x&b*h-FXD#5n6SZeD1(tQ+B&c6BeB;i{b<8yfiZj6>{S
zid{1?DD)oz@~ec&S(OfpQL_gV=DP{Zq+siU3V@43rekOanIrmE4h>GY{s13E2kH0@
z^v+mE1fw}y{x{DDXr_JbR+Lm`_b8N5$xum=w4D!40yQ{mK(D~A3)(tvLxC#TEQZXa
z&I@do+Qs&c6$laN<Tx6~cW4WOLue?!bDBDEu4Iq)g7g~E9_{;g9u6pkHRxSE<Y6|7
zHZrvX2{%;jB5pe8@?(bq!XVQJ=X8K7ma1@nBt@M%Q;l(ss>LofuU=)skNU$CaF>RN
z7VJ0akCOoW4`M*Kw()#&{C*ke(}@rc*&q+3h|w8+q2%3Ur}>Pr0CI?s^R9%hpvVXE
zGNJPw1Ey{jOI0L4O=S7w01nBXLyWkjc7~_iVb(&Il`Tda&y~OauP4+RA+)1?<jZ7Q
z(*UcnLsxJ|>Cl0fQhj_icQFdzy*n|5F(V>+%k!R7ry_B3adVRvOmHC~(op5_Hwf1{
zZ(it8r%%5U`h|=7PTU88pcsIuUxe!+3@K#g<m&n%OlHjkVsSw*pI_tH*2dcaYR0F8
zEhpcOf}ze5*Rset=n6t<w66!n3LAd*u-38TC7%I-D3(=ld1QZ&No7?5N>oi7c1Md8
zmtR;2&{mC{?4;L22}2DXDiF>qjCAg}+a0X?$Dl+45$D~Rf9sP|53`Md4zPCNEXO)u
zJU$+|(zyLY=d!@1>J&Q9(&FNSe@x&c(Bij@7&PbuZ6k-$KS7aqNjYhuk~@<J0w<|h
ztIX@JnqAwFSZ~4;eYA;+P%sn34xy&S?k;-D)iU67<&~AqbX;5;lX=(ne(4t-73E8H
zjg$kiDxWq==M=~}l_K%+5f#GY$G8`CP|T<9R2Wc>>hCg-;}S@1XsD>Pcz7DG*=IQm
zsfNvmOu@NUah=4Ry`<aj0!+)I=T3EX@Wa#<Mlm?XC5(9j5VER#G;}^ZHb55;f!Uva
zkLZ^H$Mn#}E|l_SW}hjLXhO3&f7Fu=)?M!S(UUdp3U6=i-?Dp%%$FfiyCz6?9nCBQ
z7ZunFIF*skhuPb=lbgzuWCm6`l{pXZTQ26FpQ6B>vi;SoZE0z(FJ$R!DMrNIB)-IY
z*xh&=$9>mKetraSfSe8lf8E@Kty*|6e@uQ{a{W3j@@d00%kc0(IYT$kHws>PyR3|L
zB<Sb!&BfKLLIeQ%t4|E*$U$h{o0fMIZ3R%WaeB$I^vT|}uxbSXpuG6nn(<VzJwH?M
zN(+>GN`Lz~Br6A8bnfK--9aVWYyCfZ)KbXzeHY2uz&}8W+L(@0O4c8%iVC7cGD9Rf
zJ;tS=7}Q3;_H3eo%63a*{`B*<wt2y1Br~M`Qoo@6O}Ui)EHr7_;WlT^dhV=&iVmic
zsSdh0U$=r##-N)(mdNX8`{cNBaV~~9K^<q*W@6&@-{jRz>vuO%2_y)c<rH(TS}6W~
z^r)UlD(yM<?*38p92_DnGFJlkPmp#<Htzf$uff`=ye{}_i{3|eBS&u5vK>}BTBH($
z{r<@uO-X4Jj{>WN)qpdkn#IeO%|CaA6BeS^ub)4IKP+MB7x*0@x9X*<m?`sis2Slv
z3qnKi8d5ym4>)h^F@V9<bk(n9uDI&@+MC{0r@Zk)L|bH6rZXC56bDmwZ%J1STG0I<
z*+KQG+`IR&qeoY>Pm59wG>q5|O!DK$!Kk;4A<<pYL($-)j+;yCC`63SDwql4fl!)s
zfPzF2cDmB+t^3xX@)8HIwW*S#PEv-xe(c1FpWs=BHYo0;^<=OH&E<DsG%zDaYlMvr
z6%4S`w5d};dC1P6h*S{#di6T0B42#c&ELNsw3`48#TUDJiQg}OO37x>XG@7Jj~+do
z4ow0*I>WetHA18h;53w*hqJSXe19ccjytS8he<g<28e!B@!5O_IetuN0<?3Q%=hgy
zJ_I<?KC7;d)qPOz0rYHd+lB#{f{YU*lhjRT690t!f&vKvWlz5GRJbbQ*oZB|$p9R?
z&+tvFcT`lhYwuy=AL*FE>L->RSnT@s^QUC&@e@)tpFf*11OAj|Fk3tIPEE|+gZu??
zB{@DN0MAeo6)huIu?cXi%WR5%uo5M0JD02qXspO`FxisslfP87t}mI33lR456jsN>
zV>^h0TJVwiF21#dsMVpN(|zXuo`e53t1B^xy7IBHkqP6&`}Yg`<eWbbbVH<8n=6hm
z4Gg>ZyzV489ncCmoM!2N3qX$0b`rdoWj>wU1@V3YRWRqLA+C!vpqeE-Ex*^7)Nt~|
z39VkeMp$mZIAY#L$bVEUMBsfRR+c<@qWNRKwkFVa&z?Iup9nh`CY(Ndmiya#re={W
zOcj7u;;Wd%4?-H@eiN+%tJkzpxv<V8EY}sA)zVUA1>?%+N}lm95|?qQyKm-uUx<-y
z>0NyZY;A7g4hyP7=yRu{8EWJHLhBoGRdX^{k@3}AD<0L{7|1k~((uOmiMY~Yz$)A8
z`T!BSqyH#d{x|({^sl3es^45;-^Tub_AUS7?{i4x3SZP{&N#QI=iUog|9RgW)zKy;
z<VU%~E}1e#I`<F;Y+!U$3gr9hmoM$t-Gm~35|M|D`Ou-i8&jKx4>mVfHUpa$H>pq1
zuNONKatnU1!R96Na0`oc5Enze{0Mv}MBs~A+Yg)(&avh-A-=+AOIg2k_qZ8xP1`ty
zdWP#9+MZF~UZDTvqne-lhk5Lbv-3p};hKLFPhWv^;OhDw@~~T%2&%<bxtUN=sj>OX
zm?#F@T+N$LN#kdkX7Q}|ro6mx_+4;9;I?~pNq5I0(r15*Bl(!=6&YCcOM3azBq4YO
z&=h+W7(jFK$ZGCsmi3nhGG-V=Fj!_*;K&B<(T1u#2qrol+_8qL#3^sPjTF=JFjCg2
zy7kHuHPF43v##r=l!04H2vB%xAj%8@j708CpDwqsUrdV@$c6_Y_6qkEoHlle()8K0
zsV*k!LK;fuPvJosNHN7b1=;whBnLncUoCBu&Y)%`40>R~g6UFb(@%L}Xpmg-NK-WO
zWSrUmG)H^8%RyY$r@6L;V<9l#*Y`3D_U7K-zeF<@Ni56LPY=_Z&6JVpJ7Tt`ZA`!=
z1tR%o?^L=!K^zsF6t@b%Hzp3wFqZOB>vcQmDPV6|*=5F%EhVDFyi?Nz%!?17Z}6Dn
z<w`_9BYpi173*fOb_kCJFbm31|M&6P%q0p6A}vO?Fuy=qm9|rkYNGhF16F3(9&qlN
zFUvi>e(zp)aq(W%=SQ*8(SiVMS?fP-nmTUrmD~H>4@==6WcEFBt*jaHbdf~4wnr#x
z9F`yhl+G{~6q{#Ho*b2eGb<D<etFGH*C3T7J%&H0yP#lRLV-z2C#{I2tXKr%DHcw}
z#a>@05aZyOtE8w}j1@T&fYd}*9^^e*T{IgAAF--ilus&``Z%6IM_n+~+Iook{Q%M5
z1i;|xx>nW0FMQMwI-q|U_J6ssLnmuN$QV9+IOxT-S<l%fgjI@{S40Xjk;MT4iW445
zK(ke2*ZZ3{;>?~HU6aEk0BYVy#}Hx~wQxy~VnS1MQ`5JFb--ANTW=c~8KD|jKYwAd
zS&`SSG9X_`fskjRNKGTv=@&lj#g)~Q5%u|vaZc9qP*XY#_BtD^o=ZThL)s({AX(eK
zZ5x@D4=3BSVbq#$M{v-iUZ+syLJ<;y1I-mHA3T83_Jv9t8?NwH*tM_vXS0!jH-~{+
z?c29V8kre?*R=&LWT143rOXugWcVeE7X3Vro`uLFihZe7O`ejTnIy0)r>WoPckjM@
z`^HK=I^sD5pJe|6>UcseIT2it!w;+t6PEDG5Xj*~%sFI3EaU?_PKb{eSv!J*(RQ|Q
zYDR%`5Gio!I&?@7Ak$=3F!Px{SkdRWE|tjO!C@HoAme3XNsY~2oc?cX^MZAGijfYs
z<!)!G)__HoGJM_LH|^iQA9fn<2+O1k*|-k=%<R0Hs0OJ)NIB5XU!b+SNr-?DP><C2
z_?#fD;(!+SdV77}PWc+1TMxu05%qK|UwFdD^#Ii<dI6GHBLE-BfO5;k1dY<S7bWJC
zUedV5h0hyHktiYVIRT9#^e_{Hu7@H1K;gjVLsb+g5`sv?6j!n=H9y^^;=5z?;1uTD
z23uX4G@|!>WLF7Kh5g){4o1YEmgX`ZW-}KBT<Z2E|A#0$P`jebKdVSbZrx(Uz^PG3
z>&p`nt82T1K8diMX*TGBS=rlr<0@uALOxhd-t!9x>)qUz5Ymg(TRQ?@6^j<;0b>%q
zaiG)g-u)ga`HO6Mrdkk#cf@|^pw$&TrcEnhk)Ul?^p`Y(GDW8VvvCPWrB-qx5sm<#
zxSMw~CJCBtL9PE`qs%z+CopDGO+dJWs(+lDO|fRy^1<DUyRQZ<Vxc_o5zgmDyaLCX
z<rfs)yeV!s#Z=Rbx5`AG6U*TG(&fuD2ATnA4`IgRj92vPuf;&UFJFeqzr9XZMjW8Y
zhR#UwaOn~i6y-qPnKP4S&%W}9FF61y6*C3JBBI;keG(BgM9@6d-+X8Hh@Kw)>&yok
zx&vrn%*+3lk&}ZEf>?yw`6Ir@Kyb$|*^29{F8%$txPq}s_1?cD>1X8R;t02t+=VTD
zc<dCFd<>Iy>x#`H7&hj7ilizxop-H@`fJ`f75N;gJ61Svw&a4<`v(ME2=8d8HD^jQ
zKMpcU;^xhwO3OW9e2x@Zy*Jnc_{-`wYYHD|JNeS*&?l^Lja0vih}1VGd6eu-O>&=P
z(J8Jw)hUwLb_}endUq=+8}-+FHTxKd_%H9>+gxwicjOv1q5SP)5Y-7(v_uY=!{SgF
z#W6-BbFQx0S&u5hy*wzvOD{lf_d;rX8o&LNKL8upAJU46%%Fj|81dhovWg;CBlyI<
zYM&uXu);By1{x8)n&lG_ZG^c}u+kJwWzC?!|Me-G;Gw+dIlX!PnjPg8=)47b*C_Al
zU<~#u*a?XvE@;3!l;Mu|-+f!2esIt3-Lw*uJv>mJIvkorX9Fv5t4mu`Z4}!}(39t3
z)=>ZE4VFtHMT*Z=S-Fx&gr*z#;VOdG$VdrlgusJ82ZMr(i|^ei#IJbJH9^#+heWc^
zFQ{$&_TSS^;HmC?QHVc%w>rE-Tm(Z>L90QLOG`n+Kdt`sxHkRd^RgX-uptc+P0wsY
zApdnUI_FAMpwA^4(u}`-`<8y#o+e)qMvV%mYdIS-?&Jgc;wK`zmODYQ$SLvop=C#{
z@!!xm>Vv4=J$>@@emY~#S+p{dC%0aV9gCnYHWtm8tgkm(90)IzEmlgn2F0$v&KO^z
zlYaB!U+xA(Lo)9cnbJFVNMxUzd;Xgu^PNB>2wb9)LI!ZWNyQmLu~|NKOy?LES`qaL
z{3N73(4G1j8O16dP)Qa+NEonk0v>Zi)S*z3i<_I9!+(BDINFJzCVSFz(9B?>u~BZI
zwjp&HmybROk^)<MAXz~ojZ{fTUCpP$<;8a`$rpMwrhj@#Kihw=74o@zO}Oy%B^Ltp
z9Vvu&!H5mz{dV_k(XYF$+DpT{>V_!&HHlzm(7sKe3<MhaRCyeK$z$)B-Q#@;+O>=6
z+GOJ$4C}i8_w9zLZ0ciu7w3$*K`U0U5Rs8Hc1j}EPs2_2OP>vD4H-@7o_If+Z{|bQ
z176|dMSTu?dsmD1y}WExcsqo5akc2-Xg~>qnX#FfsILN_V{&F5-N<kkhEg2xY1nI0
z8ni!elO$;LuoLY1{YCLlkIafN<-UFG`lc~#)f+G%Vb-4~XXUyx4_+~$rE_TqjVCo7
zfg4{gQVp{MS6ARzFsalRJ`3>t-0fz>wj+@-g5V$&IQt6xgL_Oz$U71OKovvJe#-J3
z97HZ1@K?eA`K=j!K1dONZwIjhxj1yTR8N$}OeZP)Hh0MBE4xI_-_1=RX#3w1S1$lR
zz2G`(Ygjhk`Sw_4*+Xbc@?E=zTOWM_+>tspek-7PvL4Ty>+FwNFC!nlwcRPOC`$1(
zsqM#$K^(f^9&7jJ&V{T&dvu=t5&Q{-7!<2E>u!#;v(wz@L}m8VxCcQN)yT3iN|Sgr
zfG&pIU#z}4po-xi?ml^viqdfY5{OOGLe1F*+8-{7gdnON5)vX~XjX0*G;*@?5O30?
zm)Ic8@YdIB>*)LE0SiUs8k9f1N4F~bD(pzuvJghkVfS<*`fA3=485cTh_nPh{=3)g
zgYDuN8LlmZW9}^*GTJED;09O>15sS}qcJ@(@m8t5K+frgi7Ub^PAw+KsKhfeYK4Re
za`S;BVU;CseN1%hKVZOWj*t*>@Zf8jEj$wIK7ZEH)^2?F?&6|{$7;*+n6Kz>MYtz#
zMgfV&qE{cz0B4iwDyt&Q=I%vA1>*#xBeD}MIH+H@$&^00+xI0S3A}G{o3Zxf<M>^1
z;3-q@+`MVQVv-nAH@FsuiP%iDj<~+jT*jeIDY=g|R%^cz{jnbP`9QS=>R&pBJnP-|
zM1%<;M?~#s?7w1`6WuvypBA{?W-e4i4#cI$HIN{16#z>rtUkJ6$oT)|0#t_sXp``w
zRyg@df1*AfHH!Nmr=*1|w8x4S7L&CI-Eilq-arB=#9pAv6sKQghs@(2JA6OimhySo
z-Vr|k@Qg*zG!k4rcR9~Kq}p?vNz9S~I}SOz_DL|d)qA|#RNuer&h_2KWXO1azrSzW
z`GxyO<c+%f<63z00LxhlZ@)aga_`rbd#meTrZunI-#pXm;#wSsBy06$@+MG=(#;Xw
z0KwM&`@SFB7w66Eu7_ELxuxZzil<m1kjyfNMqpO!ik(T%4On9w2Mt*v?h&`m_6bwi
zTvks#Gu}|7XaV;pXa!73*z)U%Tysj4j8%0qe;$XDh9S8TVIrSLT$4UZ3t`q*Iz6g`
zJ(m6oAunynE#cwend>w*dr5382%gV9gi(Jc^vf%#9Zj<uVND(pAJF9x)S;qE^LlYH
zz&og_ZZy#pV~CE~2iDyybXGVYduKi#cDrx-!Jnc_6drDLRMMl=W1*Spx(m<<x8!q1
zWMsIFM>gq32l9UDnsMf5nUS;p>a}axX_^>lb9;Zc&t?9o3m_=X+|8#DSK-P=6?mC5
zj(Yyk@%D0Q_40KXTeCx6q+xgb>5x?##qzE&Id-%q&^4j<Kz0T)jx2fJW?%7px#L@k
zyT@$YJNMZ=EqOYnk7%)s8g<KNDl;JhT&$pDZ^W#FJIgC7PNQCX8MJ|9Mn$M*71mTE
z5#tC~Fh-fpe+(^Y9rdl6V5QWA_wbi@`fr2i*C20mP4T=cgS|+KPEq|#O-1K(A%gzq
zR(f1Po0@jYgm0U6lPqv~0^Bq+t3ENy8i0y=an&&8X4^>K+Y|u9_YWs{dRkan;f`|D
z#eoHGPo6y^_5$H`8DXE-)l|J))2;t&Pz_*ppvS2EG#vsylyY3aD*S;AaVLXDeEK?x
z5#aRZ)xX)*aqIJ@kJJOO4x6(sPd@DS?(s>TkR(`WQ3VdGf9x7OM?nBrd4Yq%K)c3I
zpYA;VI4YCBi*<^-J1iV=ITQY`XU?CWfA%RZ0Ss+ioSfu28xs#rq62~^>1=8C=3Xpo
zw(}z-91kBaXzS)BVJiRh=~GU9L*O`E${ANtC<_tvSHIWzo{A{(vgye`Z3}UbmO94d
za)j$%)G#`Zq0IP6dq@IEutgoKN^zbrd2&?4ngRZjq93=RFcF9^*K?KyVM;iIo)H*A
zqH7eIFuwx-koWCkjUfbH6UF<-ek^d3#~4Kr_zq4f<Wh)b^f8&cwVJaF>w-oQ6@+}e
zK>2LXo*Ul&-1Tmuo;*jKv%+~|C-mfL)9&88M<cg6DXIC}w~qmp=9+GC1@q4WjlzY=
zK5*a^0IB{sX*1DfJ=H=yt!Zu$THu}S*uYK)e;zxmo<3}+p^1Y5AFJ4FgQX{A|12)g
zlVsV^?`&rp3>vft*Wec$&RoxES5si$%Bh?jHAmJ+BrZxwisog*YsV4dz=WI+Zkmb$
zmDHFNYA+BlN-f9dwVKIIWDnpqB)co{W8?C{vuzAWGEd*OX<Ad>Ad1gA>)qGV^KCgn
z3y_4v<nKRxI7TL^)eCqL&ks$|00Sf<9PAA@i@iUIst>#MvWzyK4Vy?_xDZsYaEZZT
zOUU9G%`u=l?2}^X`C%4uo%hgPhO$vYfM80Ncf9*t7QUuPz)32h`Ulj^QZ$68yDaai
zMfkvVrYW$(@L_W^nv7c(WsY&HqO4Oy$bnWMQt>Y!U0EtAAyCSZGB#H_`Iv|I=b+(O
z$OHy@_VjD(F0wT<&w!6#T2=<?z4YakR;~a6hLQuK3LCLlaRQZg^nzPL1l2#oa}{wW
z@BEJtc{(@O%+z#@wt;DCrz3e61qJ<?Kt00(%5~*ysg+vNMLqrXuwjDkkRg?HseDsL
z@JO-m%$E{C5U9A~i*596ZD(<3K>{(1dUSjSEa9}Yw6@+61x-rZZz81=-G@ow{1zE^
zWo=>1reO+|3Hg${mt(-TZOayT#Uohu@!%_<Dey<{UcGki+O_KVQccA-f8KxaAecg*
z0W*?cFad)fvSByx-3v!jN|L826CxZlAg*N10=@v$f!955k|pgl<9ynFf<|GVd2{Dp
zqcQ>`7GtoBVWy*kHNzvm>UVw|@~atqd}>}wH>xEPrRnSoTTZ^i8~E41A97)$H<qws
zn1n@t&Xf#b1aY#}alE8|=Js2Yn3U8b#uVa}xOj;Av-!8RulYJ2To5=JZeRR8NNqH{
zt8&Jqx;u?q9@!Cw1{mkjz+5Y9YrX|M3U&rW-WW|0d4W$rTw_ng_|okj9}6Q3g5|-W
zAsBIO1`it4WBy)h3JHM$>GMpj-<EK4u$3U}4{Y7od#J+0Nh;f3z4GA*lV^Y+=%%b-
zMNRxbqS#p+Yu&jpt@^L;H8Kc*_#<i(UG#2u?m|E&Jtk$zu(cw796^x51Qsg>ZkCGD
zKzJWDd0Si+$C`)E6Pp3Xlw71f5ED>S1Oy;u2@xXDv|gSW-?~wJue@|oa&(DZag~Ou
z0{}g<MW5jnH;TC=Q>MV_yu$b7V$``t6UnnroeE^^gisJl_M0D1DMNv|kfa-JN1y9D
zY)`t#s29=RMscYTv!ZVza=|2=*-7H2O$229)*cXp#H9&1?hdZFHj|Di#Mau%3d;ms
zZ9YN$EL0mzpi>rfQOC_$_AF<-o7?d#SN1kEp#;M#kDuryA0@6&Lvd3|{q5pHkR>D3
z=c;y-E$X(p><}#UACfdrOAymFHnK3Ood)guFxBSE5hN~dVL(6tn(T7{CyyPI6skC5
z*_{$8K^a}!&Ygb&)4-di0^T9tU5My<)XO}57eF|3Ke&t(l&Uh$p>IJlP)<TMW5UkZ
zidhDjeSP3?;K9<<siG6vlz~%&V>`Mp8Ak8%tf(j|;OMbqlRP{`(|FrE@hw099kg-m
z9t&UDOM8bd=HFkFWKXt(49K{3$*?`Pr%O<@#8kbz;T1Z2FgXSy1;<2Z<eK8&8{!HA
z#o7r_qdXvovE0gWhn?h^=}5Qdo@v}X9Kd4x&9=r;I+butpyquSYo@l|+9THx_SJj$
zW?-k6Uq_+DPvZ<Zr+~^DOZ1Hn1ep{fz}!{Sd3^Yn#pI?PVC%E-eU6!I=Nj-3IkL;Z
zooHD!YTquZd+3AE1p)7ong^UAK;xOg4iZVkm4>fe4+dJr&%-pgmX`#rCOW{B2>T<#
zB7Dg3_$|x%*YSYax@}u#cD6M;0NH#1KmfYM)#Wv`|NhkxEQ+g?;zV2CM+UaAXEZG`
z*DK!eGMA)7zs$6hcQF{}M|4X7nv#lNDf@s%slbEBADZOZMODaW)`KSnM~+=lwn9EY
zCJ`oP%DJX>h@0`tnlS_G%72Kw5&|SsEM(!HH7<jL!(}81_XxT~FvC*f-MA3uj&Ke=
zg1x{R0djxRBR+bO>Spw_9PW!a<xo#gC}_ef;Wk#)ut=4JRQvU792^_~qe<oCp2xf^
z4$j%oF{c%(0#$^k437St^_uB`0kvPg5ay8bs}xujl3OfNzeip7iHVED!K{Hh<Y-d^
zUmb^mp+nEneSt(|&FhZy2Ooa4{Jp&+n0_v_+70+6h^rO!zx?1Nf`c;~o`u&uq$_MK
zJf`pCDl($|p~fec6>^T)8Ve*Dx_^dMj!(+Vl{=|xmuPtoT&BAOE;LsC02(F;1dzrX
zAc>HrqjMypS_dyRNg>CPS&f4bhNqXifKt))FwCG}aq8b+Q&F;OfHxE~3<BN^8r%-c
zMXcpsUj4-sgZvV6Jc`RGTdB>KBE&%S;#ljP`z_M}Q|m(sJuqr<np(EiwGn@ge4+2+
zCvc@GL+OYfJ=%4X5tiHQ7r#hoq#agW5^%dL4+rRB-xHF2idBy_8wvIjf=9t8ga{EG
z6MvtEBL=&XHklXg{YKo4B6#tl`L>k9(aK08l@cQmF|f6oA((O@_G?HD3zJz^zQf}W
zO)2wKoq}IMtsF@lf0+4o)3M(>yt{+|xOndGnAB={lLIof{4Qve8>_-nfOMSAZOyK%
z|1}MErd#`{j$Y7%fh!@BQ@9s4Zw?X5OXs^#K$x6CX@#ftyb+D)=tGk(R(?M9RD`H|
zZyW~8nf%0c=i|2-t97~Prrak-|21TNK|l!!4s}3XJqbJ?7)3@8k^%@bo3FxI#u{xt
zV#Ex#HiFK&Y}GSoUI{?z6srh@xB0;6D39ygnXF3*=a*M2>G7Y81TRKI%7r|koafel
zrOF6tEYq$K(e=9Jdxb@NmG#?mCye_HFOQjcvDTXB!+2JdR%AfQ+wrZYVs3$<K?_Ei
z=UKRsi~m}=m4de|_(Xl|bsqq-MrOU_FyQ>+u7mH2`BRtFN9#KiBw=&yl_TfBg9Ie(
zq5`i7$f0WrPFN(za;1odd@Wy%-o0HjJnTW2^qV_IxeS&PkWEgox{ISGwqGOmh|A=s
zT6}zTqL1LkI5>0nv&zaI0+9@t{>YgW%(9A_x^%MGwQ-itE&daOxM0+gfK{d7n9rYI
z9^*Gm)?jAK%)xl5<F%pku1tfk*s%C73RZb<o-7!_f4j!6h5a6wACc-VPqSB7Q^RI2
zDtJXbN@u$E9VsaxD@6|0bE<Y}?ekZzv~gU;kgK%y3K3k^K$V7%!%D+vU|=xo?a?+B
zw!q*SWa}Gy`0yLXN(p8BaiEQ0{uQn-UP3&1PW1^ahnFq0U-dB+qXRU{E+500JmRJ0
z=Vw@ZbVNuaZNxL*v9t5Sus_7UC>Up$K9o+3OL7O-=_{6AOe^)>_@4t6ZuiQL-MepA
zzoi}3D${gfHbV(HY3T#E4hRvXOR^{J(-->+Mw<LECcP4RuxsEs8EthT$|%Z8rTDb^
zif^5E!LhF;ebk1IZGVgmZ4!k133@%Dcx>R3GxU=0VHz!dZ97r~ZTXX&g*_6(>bg?M
z3;A>bdeId3PTKk6;k&}1bnDI6K+`IN`yQDxG~Jz5P>Qm?;Nyjl$6|@im!@S8xQdX<
ze4u(L4z7hOBt;`lnuA&cnQ&L8L>^z3W*&lI>8x*xLeepH?_NbgUQuz$@*(D$%gCz`
zxZI7l696s)H22=94l9Mhr<XbX+KoEMy3>GF8=5)j@n`+N?W97!>h;~%rswdDTGbv$
zrzpiq3D_Xp1-*`kJ&9aI5T;(fL%{Rj0vMQ<ni~B1<@(p9TRG(<b^ZwL#-~LiWTO^N
zT)n!L0W*98I-*Ocgo2xHX)vJ|H?bLK9y)R)fEJzTEh<6W-Dx%R;7)OLBm}MqCC1ku
zKe{U^A&cXFn5ro0Y0{&xHwvGpMhx!YPGfex9d%qX>_`H^wZK}*iW$tPXz#$n?Aj-F
zQFQ(D2PYzP%;?b>WRV7$BCO12&ALoTpR+XIOZotIK)ek6d9Y-MS3y6gDR?nQppk<W
zhYa$H;(fMwud~&Q2Gb{^G(5O||Nb`j?5tN=snz?$K2C=*4vb0OI}w#dI44D8gPQO^
zCWJdv%8*AvB=NNArK~InUZ<yn0b(og2g}eOYhRJtSRg-^P6lBqLrqStOzD8MEn5zp
zJlS0UdZHhJzvk5E9}pio0Tqep`uS-vm1L*M@1UP~5`_?>D+8?b+b?hc+>C(IGADrg
zqc>*tUS>Gk5>KE0LMD7xq`8644G@;U(1Z14<8W2MN_dXKo0*9P@=|7Hq78(EfXZcb
z3d2W+Jj#yhNu<A_?3tKr^!599AbW~_+t4Q6PGaSetIQYO+)Rv&#+K&^|MgI`IPs}@
z5R)?cZNKgV*kF<7wqx+Ir68eWGd#-m?$U#9iMU%@3b5ljZQ2{_LZNGb;#h%70+iz_
zZTrj0+?BMSeJFxGv&PQ3wr&J8G(3O=WgVUFdV3-3c8bQF-{L>sS?W0Z+gWoxd8|(R
znLFUL3?xh1ycNJ|!ybZ=yCp_hVZZmK!-wYsv{4B#$r<(D7rPUDB#Ot;c<pNGU+85c
zJ$F|b(@AK&Fjj-d%LmBU0udl)2~Fcq#u;yakTtG*<|>iRo#6axP_=Nla)V5cE;kXM
ztHDM_hoSE}iuV(PkY7rb>>%N{$`?2~ILVXj-Ua_e9^Yaq%h!!H1H2PCT!_40pEJ><
z4rrv{hdFwQY^uN2<%p5X{P{*ZUA4@;gn>!Fd13U?I1=gQ`EB)Or5RnId@ThMd=J=9
zv96ggk`5>VxkGYRsZD0z-2U)(05D3Mn(*!8SMme2JB@F+TdXSq4q=(?U`L`uSnZ07
zeStwJS1K;uHa!4G&f)lrQT;G*!y%j-Gv?$O+O8<sZtMeNUA>>};mSyv9C@*wrHcU$
zEUmkCmx9w+O~Iz%wR*X7A$uhNQksX_f{Q6`W;(z-!}JYf=I_}--#Ow9-C8e;Ap>S$
zl_|q52skd25E@Z|fPd1E;5x^7QNXTWcEo;&s%)51lrf_i?J1a3Lw`$B)6^UeF0fV2
z69PpGpM&oO2nO?klJ(fZgI0(eKCc=)U;z8UfF@3zJEz5X1sAhtEkBCA!X)elrw|`H
z*^Z(WAeFs~1M>xOhgd<u=u<}#p#GDQVZl|<ITU@PZIzeA3yD+HO~{Q9Z}7NKmwblr
zBiO;Zjj_b}qOL$wD?&m<56{hWCzXz@8yAx1Ha}^%UniPLGn*kw^KR26-@1jzm5UHw
z4RP`7%MnIKvVwBYo-u>j-&g+B;_FF=qbaRJYc40##K5cNb?V(0X#)~M*p58ROYqTg
zGo0*eURd-iXf?Y>VL5&q`JOVHQl>)g<N8Rw{29ZgYbj<C_$kUpkr3uw$^r2lIWqmn
z4b&)9KVgjY{~H-(mJqh!5xsuxx1$o^F+LITn%M7O2=pfX^0`@r-0{wUs0++soH9lP
zmy{UHijDEIibs!R1zhGcCm=duFd^E6$jYj|++w#aJ^fQn4MWdD-wx6ptHwpY&^gGk
zSTyV5<W$FLR(9lFLu^Ws807;tMpF;m2QAmZl(1V9K4eQEWX|2djY)osKwc~tJvc)2
zg2XOvO`I^{Z`x3tH=w}L7T45&;iYg(z{;^?OQV#|qZZ)d*zQSgtry#o-=Y7$-^ncj
z%%X0l9K_G{H&I440pd;m<KYCzWmk{0PdB}~r86qG$?wp;|M20zgn+ijLdN3zZu(ui
ze3|t-C;pv7pJ17GJH6}`2#X-dMtRPdF(Be7KaY=8Dka@7iP9_tsD-(1*w5oo$73AF
zPn;N|Oi?>!#*9`>OsT{rQ!9qS5tI}(d-Ymjt<-logXTFc`Ob=muhy==$gVi-x>TRM
z3jnAT1ke%LsL{tiGsOuB4ra@!+2_A@o2U0OInX+vY$YYD=-{qFY~!Y5&Eq)WlW0}(
z*n=O#H=COiu$A7I?UAf;5IWoBbtzQhgJ+z1&1iAMfSEu@LIjmw$Vzu;dwZSrAz~^Q
zRzOtZaiV<QaM3m^edcS44Y$$(Jwe2iE-T*J%veGus(=Nc0c+tyPY|SL0t2_;qrrl4
z_TL1G8|v~hAOiqA{dg|!wq^C?H2WJ~Hp<#5WxOS@CP^Xwj4QR@>&21hPo2_aYZ%rT
z{}tYZL=DrK+-0vFQ!icJ?&1^HZMsAAoh^D!@q0a79J1~~%%R$-^?%%d)Tj>FlbH%P
zZ%FozS~!{q0X-O6a(>S|ELV}WA;V`b6ZSy#L>5>abDQ>`)f<~``n{>I@3Qx$xV(ZX
zm2vi5m`Nan5&}>1jlW!P#}<+Z?;Ft^2fXWi!P-Q9F~B*kICUz(X7;3`&XYFO)OZQ`
zyqpABbm3zks>kfth+6n(=#0T5`fdVLVfP!Nh|>p{$n+L!8X8J{UwA;^MJ#=O83rIc
zhhzWz^QLTx+gs_b0oPcuXXqLn)U|=SO;UhK5@sWL>$VL*@1yZFm07KKT$2bpPLu{K
z;e=B=UcYgpYuyz7Z-5<tH0F%v&s3aakM>>m*J#}pQ9-tS@pg#eA0RSZ4p}bbGnR<f
znJh5dWD7yU*Fn@ocmTk`a|FViV6>g%c<~qY#CM3EQi|8TS|U^GRUbMp_B?l)MLPe!
ze<(!ojhihi80CoDC7z{?>eJV`)Eeb+LUOY6^~4L{9_${mwr(DNms~P-Q{PqqmBtb}
zJX9`@hO5Akdny-F&B2>tZ6)&%k&otL_)=%V>FJp1@RIh$#oZu=5Kbx604FHXfWm*g
z7^kUNg7F`(0V*>&BSF(X65(85bZwM|G?+k&P}5qoYObt0#Q2rtF=3a<yN7>k2!bOT
zYS-*aLP$4(XT}0-4!vE7ULzkMGulz}_GhJ^F9K8+aR;wa$`DP#qjsc>rmSRhf-}(2
zustsZPxG;n;5=?*xQu3k&Ie*6aHOX%6CZ9k!B$qOZ)x3d1Sg0ghFDmDh&WyDl~mBy
z^9pMvbak=3sHm>4ruJpzcJc;touOX&qG1ZXt=7mjQ`k3(o>YjSIcIO)xf4EA*L1b5
zcg}v9!{DD86Syv~4!6;(SATPz2+uJ(t=XVhM5-I&+zWqQs$IrTU4_v0wu`W55o`d~
zuy%Hm6ookCaO3+b893S)7&LeNSnTzz55XQflYY9AHI+7tm+SqvU?VKb1$l&0a!SOW
z&-_2<rACK)lvm8E$?M1Q=pRjxuspUCHr~JaVG2RDl&Us3Sf{&xzJI8UVSKr%Wg6tk
z+bI@LVx*d_Co>!B-J8u^qHFFGc_JqTE`ILLhsN@?$mYOb;Lq}U?BDH@;JhgBz<yE{
zAuH3zSh<irOlV4J+~vI~lZ1Ts_ch#}f0q2vLGVd@6bs}qC9$v8A6cuZXHG47$}(pQ
z?Ehdrl0uohW-0N-nRbrR>ZN$Nxu`CvmA@w`pw)<X{HE+UY|m0(-z-+UmdV3U7adhY
z?gGrAzxf-0=SFd{a&^e<<=xcFCB=aNt9?Lg$OP0PtR_7dn6^mD@W8yhux@(1=WF!a
z+izl`su1l#86#GI8XR&0KY6q_3Q@P2N9b-mjnxj$P@$dbx7DTej>c-E0~cx^jqd8m
zW`&qz-fRIm@YBy&L;H(?I8dW_N{^pKA%Ox;|9Dw?TH3<-^T!%(2ZfOkJyw(p!TfB}
z5j2;V!vPpG5>H~_(~5dJJRX3vzpQNY;+ho~Uk46{_UzIEDTxUM*v`M7o@)rK!Yz3$
zuAn6PC@Cl~V#Jfs!S|I(-*8#Zdogc{osy?WFf`3NW7NJV<wnFR&-e4gu7u?(Flb<C
zbV9K^7%~BEB~JJ!=zqBYqR%4}F-N7L)HW0Z=K`!y-cOqrs~j|ZFaI~#iYXqIbd!#E
zuTNy%!%o*ZY{_OwD|iuc#CHQEU_<fuK(wvxgmGz0p#6`QXCe|y+qmjROa?+xSZuC`
z5E}xF;`mQc(f{)W2*AbgEZt~203m{;r1$nZx#-%iGB~^(D&>FWu@Xj%V0=)5)&-2j
z?(n06;Gk0xZxVprR>Y|t`TKA72%#fmf$N_UYG+NQt)k7%%vkf5;+R3JYyzY?3|{Z^
zt7~)P;#fSEC~T(HZu#{KOB<c3@1m4hXHPwSuHg+UX4=an*NToIxa=3xhD2LwI})Eo
z=#aBPaQpe|S5}FHlq{e~w@+5Ej#cxz^YCDw!GVAOJohtU#&f~{!vq(O9Wy2d<b^Ej
znJJ*d1>1eqNV`?)cZRKp&osasvv%*^9Z;=fo;q(c@K#*W=$@Ne#Gx&-4w4yxDnH?V
zhaF!xin|2bTLMF_bc<e9*lPm)egIQG<v#oMw|uvi!d2WcWoHdhhp|9acCOt98LKyD
z8Ap#Y5|{v-z{A^69|wzOGMFslxP?}|qY9WKcZ&{$2f-H20b@1*XbM8@W4wSj+8vB}
z%@u0U{1XtFFVeK(34>^%h7YG)h~=4&Q*X!k@7Xt!dpTY3#p&PE@U9_YszEBQ2u1o{
zB)C6bz#4!Kz~4tm*L&k5ME99Tq-C4;6#fdjSsN&J&J3=!wFl>0XzaN&c535ADp;eJ
z&n?0Qj`c+PUGhHhm7Ycu77ladtSqN>PSGQFA3b@p10P9jNlG41p6=k=E=ywt-w{tg
z>E?`|ge$HJc1*AF$nZJ6C1r?f!=^J2&KVo9d)$prsj@5kA7b!7|A17A)!P|=3PL`%
zVI#!{;14}f)&%J1Jl*zy?{JhQ6vd_n=p8?dRgG0oUsZkN1qcx&(et6N0m@;7!mnpg
zFATO%Zk6ILgT%GH-5(zBKavqMfEuLID}O}K-Z$;UOp16mCc;U<u>uoqm+Z<f)4u6Q
ziAWyIrhxJT>VHY2ZU@IhPZqlQpNSJD;I%+k1|Mz&KO!hlP2gaM4`Ub!@=eI#QmZYA
z2LHlEn*Qtx+?ZnPU@k4`m?TB5$w7mX;OzIunl(0<d08A)GBY$XB8H1a*OU4&J*QtV
z(7+Xf9e+vgiPlS>NelQco<5>D9Ksw~qasVrwQD&wSXI^RSIdHft$>WC+^!9bR~@K%
zd%rYf8^%WT=3>R3o^CpLu(pOqE|lF)uJY==rH>w+zrIx|`qYIB_|a{S56o|C^pdz^
z&B%ijaN@a0O!xB2uhRu*%JeX<inC=w!sExe7cZvGTMJU%cJu)rBO}*7f`-o=SaRLa
z3qVW<CLOJ+Kg^?&e<<o76k^yLasgf$R6F7pxnFO=Ya<M~R(n#b^f`x<d>0{KYkRbU
z736sp#}+zvY6-x%B){(rbuwRBHhkq(sVVqBIO6FX$J><@Jf6a65M}fn;;n9QWd>42
zvStX{CH^Fra1%hI?R)mA*lmf*k|xWoF)<X{gJ$Mt<upoumVv_|R>_QFF?*Ty%O-30
z24>)Jjj)Ax&xU08_VsHAd5$B4G^<4qjIYfNy!fg1hYE=heYd#Zouii9<gT9FIaGj&
z;+n&h)Lc`MzZ=|3M+eK{XCNV<@icR_4_Es8_sf+WJN0*bc`e36q)95T%pzJJDl}$9
z(y1TF7(8`TyP=dy6~Sm?>i5aFYv_;nySvY7A*{~X{1dKi$1^f$*9{_iF@udussBoC
z-O0fXPLQ_xxn$wO5lfz!&ov4Hrye$J*^9fiftrf4?P0%riSHFQFiS3&RV+FEk7#Og
za{SUjq&#qZA9*9+N3!#dOSbMQVDy{r2C!^Fiy&|~j}Fs^gSD-|E2q@J;;;8p=&_3L
zCv2gW%$jnGsCdMm{cELZ+Zu}I43V*5ueHzq)DXz~u=;Rhrd3WTfsun_GNT1RIjRyE
zfq|pG(pd@-5EC!`x9$ia=wL+v&7tY5Jr=2>WI>w9(6UjHi)0HrdX@t$0(M?;i&nja
zi&<{GpD2e;a8|wWzQ^Iope?!|pPfr`GonktiAl?T-Ecd*sv9@NwU+26Qv9r`iyoDi
zw=|v*Co(sWh0;UZ){#oOZnOF;%Z5Hso`<>x6xk9nvMK_qyszPmEC_vVSGnc%(6S5N
zQsBjer&sUZ>}R)Mub_9E^_c=L^(rrLJQ?KhC|x~pcwg3HfxoDHZf2YckGmebPmUMl
zW9kV(U^AzwHdBCcCwoxJi3)V{pw})c*G@B27F#`XnOLnf`z@2WiX9@5@YmrQHg7G=
z&4<&}aFhYasECfy+h8!`_`}>y4rncch=H$vZ&SN?8fS9Im#-h0VxwsVvHmcNCJxfb
z+cH%#HVJ)|-hwKCs@U_B;eZJS&;gjU0##^tdGts(w~kb(YD$SjrHU4D!_%q_WLZcQ
z@)`J%46OM9T*^LSM87tQy(|v`eHA~uIsdFkbXez1BXgg5X2Jx36WR-8tXjQ_Y6Gb)
zP-D!pdw6!i9~9pY3Q9|jEiEUx3^7l=+npFiT41UWVD$`k8cs@-U%2Gfe*Rqj(>!}A
z6w+)4hgu&EiGgPW+bp1GsZo~_oA9AWM=$fa*Gb|iss16ktkEG<-kbdpBx*ET^M+Aj
zwZ6c#t5SsNj?XZd9ywAeu7|QR)OQJi62Z?>Tta^0vR<xlW6cP8Z^SoA$u=7xBIy}z
z?;>cj85pma3VWYodG73vpT3L-gb09em5|@Re~bU3-x)h>t`uSzChp{;vp$*;j-_U@
zo>Q!{7L$>NV4D#2w|I`*q{CSqaQlkp?d5Wt%UJE?3xY>rBj@L~!9aEF6L*`D9gv%;
zsy)>j9vG{cZ*VW^&{U@SnI9e!ArpLK3mK6(I$*#>riRp(j5awM;`p3(KWo1ypUe;=
z^ED`WIwOMo0I0~+%G1aFGcRxMq)A^Hoszuiz7gzF1KbQ*3-NLLO~0I>g9iSma>68@
zl?+C1_%P{8_Rxz4l9Lt=q-Nlxs}Q4qtlRPp*a&7ld_nG@jw1ZPAOf0lmU}%2?z39q
zAR}Yr__0}7G*8Rf#mVl=HHMLmWS36KK^{~J)*Uz_Tj0(EHJ#UinJFz$SUbq`NEih`
z*mM3Gw&~qo5l<w+oSl9gcU6X2fq5?`8LLS+#*1HY)2XK{AX<)O2=j|crALPL>vxEz
z@XP%n_V(I>?zY6LcoZPsMX?Zr0ztHu3$Zo>Oj~v`nZu4CjrRIL8Q=*Y=<%aRiMJx)
z)l$w2`KTomO8AQ~EmzuZMKqQ9;tN(n-!kuhy0xL8tzXlb*$CyB8belXvJK^n5l{%N
zN_w+_;b)QzuanwSOlMJU$IP42VO}h}Nm<GIX}}R49ZByO3IduKSjL!a^c^xk8PI*)
zthj<4TgD(=yLV67vIWaS59AL)IZ*hCi#z}d54u=b6=b%1pnK!TA05MW5{+!I8jv4h
zP{8BRf!;+ALvbVs+izlf!@LG>$kEK<B?L+hLISsq%fSZZpy1#Kj6%IKlarH0+c)1j
z^-shpev{}0>!uv;8OWG~0MrQF!#C6>sJ=%F`iP1HiY+7sNKpua!i(co9Dmnq-qvxY
zjAc|y@_t)iKgMYL>TnOFRj?2mnz?{XPWE$E`6jz}Ut$U71B{K~B5A6qR1{kGZk~0&
zLZN-R^!4^;%@r+^o0P2HSij;s$tm@nPIHs*|DE`zrlYg@SeWj#lXGAEOqn=iM%wca
zx#^&mc>iH#8E|p^uVIkpjNcJTgb3#D@<YJ%?jX7f5B@=6Aw=*dgE3-Dob4K&rV`cK
zOi{>QbsS?*DbL4%#j6KIwxH~1v?rG-T0A_q@C-Qnp5N4(XE|+9Zl6@p{%iZztr-Un
zltYA#92c-`*)SSsOH2Kit}&E-_5%mHwyZEuT@`a@KJBfzkT`4X#@$${xNg6#Ax_b9
z0xE#C%Io=zR7oB??umSeNs}laFm^$t&ts-u`ig-GR!Z?rfAFY>Gr|RS=V&6Q_pqoK
z9VLqXGVCfF?o9!0rkinfRagT$=FS>AUN+xcEp!po8D_OT)zvw281dx(6~_}4#QAvA
zV0fl*G<WacU!D1CfNZlh?fn1)gHBf;^z5m2tIyCw;R3@q2>U5+6NXne?$9LWB44Pu
ziTerp0dCocvU;|C9!*du&{1+k2ZHu9BQH!A#Y<>Z`N6n&1T8q!Q;{LwyEaHl%zl?V
zKR>ZX_ZuV&#y{WRKm0&%KqpCO1@)ElSN$pZ)_M$^Sm8E-sRM0isvANZO(7qHhpAp&
z#9iRXd85#uzUxBwbF>PRx7Qy*$YcaX5Mp+ZUmlMov{XU(h-|%R&`+T9FfVgWk}S<O
zOF-^pKnqp#s-~2{N1`jBoqbXgMceIbuE~`HjHC!YvHc;f2dJAuUZby#6a}L~VizD&
zen2lvzfy?oJe^xFY9Xu`E3{`jA)bp4joixPv-#^ieHzb2W|sfyh?3y>OkwGR=!Rmx
z&9I?(k8#v{|G`ln(FC05W79B4=mX26>KW}^jHAlV6t!q`7#gmJezvrnnvO~1VX7!8
z!Q<9<@EprDJ4EA|LxPS>$8`J1{F5h7{`m5RP4-8Ra(dR~c7L|ksA?Dt83-3wuUv8V
zmy&Ik)6EY8t>%?qf&xdCCnC?FqDzA@C*KS4EW~7caxyEMe329T`uO0dMHJ{FprpH|
z94>wMECijC<P^BW_X`UhY1vzref#)yC9NxU8RXS~vh0nHRj_`D0FL5>k)cDw+qVla
z?lUlm5|=3OK$*YPm6=nCq;KctLsKDtQS^JZnBo?>m|FhZMa;~vUypG!x`*8!)>e-3
zJ|O^7fU88dP~30NTPL>o6K|>#YIURWVuH8pQV!fnjtS}?KNNBO{dZ}5=se+eVH0Pb
zcAHbK^Vbk_^P0gAf|xt*2&cu?jh;7nwTXU1U0v4Sf8(2kz|L7lCPuw~N405IZ0jeH
zzQDe#;mlJ&$zVfpP*vaBx=7?c*=2-oNlu84jdhf#0c65gl&)=w=?tlr^E1TC>b3O^
zb@lR8cNbUJTcpzV-#_L>W(Cgl;@7feN_uwCG=L<r@~7nFEqUyGL1Y&3w$C-xBH>e#
zJ<O@OjMZF|wETlNMZ5Zu$QhVxX-%x^IsWKN9tU>_m6yCXPfYZjsNqMCdY{MMWg(w)
z60^T|RI5R&f0?)e>xb<+E+i8T+~&achb^mWS-d1a$69RWQNaCB#g`vzK!|{eu9<BO
z0}Kzq@R?zvK64G!xiLQ7#V<03&_jsfr-8oqdm;~!lz`a?gu(eo5fWS60A@r{_TN;Q
zrHXOir-6QzlNvl{cGrt;f;dNA5A)OU#%SV-5CH`%@Q3%=r;N}=HJUO#f91R2#-9Tm
zVMUr#M|_*<p5Z~6An37*dA?;@K*{GxNWf?a!I%<mDJs6{E@hUYsj{INaG7#AM9q##
zun52wL_H64b$7p8ScsIl2Ma&m(I(?lL$r<U_JMTuYd7ffK&Zl;bMOvacZaY@r{L=-
z#&mc0Skp|eBV%Eagt~2QCyypIGO~c_EgV;II!77%fZf$DApZx$r7;l3^d&nr6_>IX
z6xX>+o`SVUy{T^mYs3SKS1Aaf1XM~L?=}mYF-2nVGibm7)&P;2C6)$t%BP6ynORw!
z;%j@Hr;Qm?&wDg3QHd%DHW5pU?%lIJjG=%G88!^Vp~aq>eVd<Gk}Y!$hYtOVwm2Yz
z^npCi$n3^p=GtJ;z}CQD`t84=CV(Kk>)iGp1HRVPOEK(FNw6%l)Bgydi9wTdy2TaU
zWO>h=Nxyg-*n?8bI_FX$34-WliUNG#P8&+#LR)>P`ff%#!vh_n!>?25x)^R_Jpd<z
zS`yqJY(`d(EJhA}V?UIIY6mLcQ9J1G)e=3#DbaWuk8&9{NeWNkv6S||?$s_E_B5!K
zU9Lb&%T8SPGN)sr$X>j3>5HG)-J5Me%&PtT{juJF+k9v5h)N3N2M^Q+yrW$TdVF`O
z)a$|(WF2gfChoR6DmEk`ZsW(lqvY>wWDon|&pwB93STL7z?5Go((ug_>Byr*jyna{
zget^0e9o$8r@=v36LssBf+L|zPDo|b9(NQK_0h~sOVHHD@{zR`LxvbQ_Pp5X3zv_B
zbHG!^jA?Gm3<9Qmu}=pUOU0-{vJ7rtWP*re;V6V4#AF7RFhJh=2i)7IZD;E5GYK3&
zegK1V&>m_*y3Rf$*H|SuOA3T6h-mYCWe?9OAPl{^xBp~DhG-t1gKMG)kP0XuZ<opQ
zVgZ=|lAI?XG9w3(n=ODU!p_Rk^}I8lZZa)2v;`qJKo?zD*s~6<12FMu{ozpCa0YPC
zMp}?QDqQ=oR7?LvhE++~>{2rxJoqIF@T#hhb#*XFB?RhwhU}S%9)@0)X;lN$B8qA|
zw=^;v*3#A%-LDDDJpP1LtBOf165=S1Yh88n5%c~?<x7_@XKCO!{SvB>qHJYvaxmeJ
zfB-xuz5zNJNx!q4HDszQ%iluu%E&JO++o5J)?=x+jVY08<F#w;%;9F{g2v=9aL;_v
zy-tQSlBZ2G$5JOotO%1o+w{q)p_U?B3K61EABued3?iy^exY!didNPt%?Vw_Ms-1W
zAmPY5K~_TD`z<@j5tQUsqgxXtBBdE}YNkVI@iHY7nHdjX`6juk60!$r283KT$^uOz
z^x6k><)Vd}sLraa95Q_Plj`dI1zw6e_I({&coGDI?)1nTxA-f{HqU`z2KnORRkMcR
zOJF7p>_9_EYNciJi~`dj$Nc<AvGeNH277jCOcZH<avE=b$S~>bMM20d`yhgzg2S3M
zKh4g|0bZEBp^t!R39fKtSbsA>aVY^H^Px@NENDA|@O$|cHm8&i9RD5!TteV+tK5DD
zCwj-A-5QJlj<Fg1QxXoc1K1b8sH<oFJ<;EC<5)twQrE65;AUnEVPI5{)Se*=+!^s8
zm6C0KTv!%_$KL{h`IrNl1$U{uj&@tN-#|+@JdEyfby{g<<ynfc(&j~AAkM8lhwTAU
z;YdWc4l+-dK9gS&7j6o34B7_;^3sY;+YW&ZhD3X6-adJN@j4I!H3ifR!Xx}lJ9{=W
zcNb~`ho6|d(q#4pj|me#&^B}YjYFP;@?NyH!zcmy7D$hzCZ(Wg>CSmvVQtS!O<d0Z
zTA-dZ6sLR)?A87rmn;ZdQd0WQ1Syd@bx;PV10K~Lo4*!u^WlusX|Xx`<$tPs$-lTK
zWT|LxdS#wP;k~2+uV=C{9V}U!%K)>u*bhG_^h1OZ2C>fxh<nr1SNHM*yytN<p=LBF
z`dm?+{}i_cu%!UL&BE$DiRQ%(0WuxGw(i+8h$S@G$EjcMjrS1dhva~;(<4LWdN+6V
zI{TE*13P{sEdFQHYP)uldLM$(e7@ug(9Xsn)QNgIr%q7@0WXiqEpHD-(w@HyhMqCR
zo&|>)bop71u&~&A`5r|)7?`%E=5$t1bIWs=&wD+wpf(UeCu+{?NpT@vA+SCxQCbg%
zDnu9$+sDXk*)sR63Xq&`dg2Nj7@rs;;+n?s<`GqcaQ3~pxj?=PFb=cba%)dbeAXE1
z0yng?-kHb%5VVgChtHnvcGj<TjTWb4T^*6{-zu_!r37?>`}^zar`jV<geg#Ld^Z|2
zsO;Xo<pjjSfD2qkN#WYsRjWTe8;V_t23-H7Nwy67z9Bb+!bqanut%vD-%&wuuDMH$
zzqIO;Yp5$iC$yP_H_xLFz!^r%Q+$_yq`^RB*%yac+~o4M(-PtC1vtMWfOlNAdZ6dS
zd}0^%BDsFj(J5WKCUFu-Wvti$wnX%+^l631(FY>G|6{?10xx;)H105KzJI)#b$MkU
z!gJR0Wf0%e+QQ}9?d|Oym6F~Wf>-GR2@tCJhZ_dznVMpP^A%uo?!NV04=TQkX9MM#
zGo*g61IXbRvC?SV0LE{SYJ>=A3+Jx=%Ydk9-i#$y@Az*_J7|CJOjvZ~`~Xu^He}JC
zHw1|gj6?UhqIWMYTeDUD!H&zzUJ-zZqIl69@ywFGt1ilZpu^@guV>fMw^<q4*>UO*
z2q97elw7C@fOwl6Rhjpj>gmxlMUD-{40PSPE2Tp=dYOltLI>mEX<Pcm@7-I)=UBb@
zTfiP*II1RydXo&Zyu}u&tLVc>Sz|Vmu(;6I_bf;XKuLtoj<4>2{Lx?k%W7~}x3z4y
zR|6z?^(v^bYJ|j@;pYxtyhu`>;put$-?iLFYYBnbOyRw+b3mfdO3k2`nmd=0kb~u3
z6@=L~75iGZOHlT5nt$W<WP_&qXE4BnkdMH=Cj7G^=pK~Q;y<;Q?(+S!o8sYgT73|a
zdZo3LM{)R>abYn<xbaJJJ=Yh!9g2F*@q6I|4duNrxBl62TGR}ZRtYP#gP2{_e-Yy$
z54DF(B-#h+6au;^(55oj(L5CsPi8v+7H?l@!dm$}*4f)!vYGauW}FtD^&lGl%hbEj
zBRmH`p?RbQFMV;%=XxT^a8!8vY;g_3$`!O!3%?D`s0a{8S41sH_|JUxm+>h$)bxv@
z#O>R=vz=2M-YZhZq{Ku`#jy~a$@s9*nb@xJqdn$7tf6{c`#iRwExqa7Y`zWVS3`j@
zK^aX=H(vLV5V-mkUBjPaW3t1x$^$$S!X77ynHA5Y-@x(SVasi17IcIudw-P&Ji}!O
zjE(2iv~ACKGOcm{2++}uW1XT<%YaGH#9L@4BNO}L-~DA|N&FUaJWXa1d*Mc^T4wg%
zYudgU4+63=Do52?XUZ8SeeCQSJNPjljmyWgBHWEx=m5(gY;;dmnh-)SaJl|SJJ-ax
zzQYJF5(0n<Ncj=WY!nnABmh=iJyGb@K2v%wOrpEM+W_LX>PDyS+&PtAg%eFr^Qo@R
zm*~qnsZv?bi!oj{>LM!)juLP7>dLq7gnvp5fND<%JrQ;qrKLA$5Qq6HNO(quXt&5I
z0TLHUWdEwMGWK@LNT!_5(6*guuac68M{d9BTLBYkSDZiXB-TPm5f?IC*6r%_pEs7^
zz%0V`kg8H2F71?o=Kzuc#m3n>iN3p=Q=;jL;YjV6`)bhF|K$Q~6z$T52o-~|$|207
z(%cTC7QZz6?EG$DDv^b(Ht|m^@RE)?S^pK_kC8pU=oprz=U-dOu+@2rz9AN0^taJ)
zT5KOi7Pk2?x$c8w5K3S5jhu#tF>sK(*ahJmXg21>Od9>Mp^P}#Wqg{H0$6(fgEJ+D
z5CMA;<}Ykqg_!#y^d<H0%(~iITsT&Lcw{PHOZdQIdJ<w<J$B;`6e0?|bTvv?B1j6d
zNxufw&~xHOM0(O4tt-j*6I@&xSo9o{I&`u6#<2$N>44JOefyGp=YBL!D9EuU-jL(z
z+3M^UajsvUU)txhr47FNfA(#w6Dwo7Loa4xuf^~R`3Z9^-I+96<*xV4crnq8@&ZZi
zC=2+ZZ8DX5a`OmH95dAfE0R33ThDH=AL%&6qUq-}Xki>c5$*r_>U!6uOFxmhzW%zq
zW&3spz*U)kUX(iII07Zcb|k|1ISY`d!En4<D{`TQd@zER-D*(<^5Rf~eUGVbZ{Qu%
z3~~UkV#72gArNkqoqKU@;9<A4SB;JBS<f<4M=>=P)x(GRQzUz}&}j76==&66Ff{Oy
z_a>GmrmJdbRD<s3WqC_%R7oZrAwfcaNWN%Z>o7nOXhn!137$VPU*E3u29@j2%OMyl
zyBJP#cUP(?^nH0#{eaqCfI$P%F^f?PPyl!2{pZhrWLG96Y?+O!VAPL;u!`U*NHS3M
ziiXC<$=~Lffob;M%Ukcv&oYkTDK}eU?->OZN`QqW!JzwyYKGS^-_A1q4nR0Z<_@Af
zNy$(*ug4px0z1bn<@G=m5(3wU!3J6_WA_pR-jTGfo?ZbJ5<PqM#Ox>k5QnS`4V_zx
z?(jSSIT%$ctBf$V?wdO^MtN>t*m}a6av@1bLO_PB|N07qPmZSZY~5%N<Sd1S8!p)4
z*KOemF$stzA)(6;dD>5MujB5>0<V@B2BxBWPXry;xobliWi~Ef)91kZV^xt+in53v
z0x9PZVW>{+Derbe>^yPX#7C`1wF1pO+!sJIT|(!$iGg@~6P3QT5(S|HzI>@YM@iG%
zi@v$D>x?zyAd*#i4m{cFit|my-1E10_B?)NXvOSX3#}=P6Gl{VMc${U({Ur6tQyJr
zB)IBEBRiNpx%u+W+0qBDT<N>8LHxLP_mQxzz4C=`qUeWpEVhl>```PRYe{~#Er*nN
zV!0NZ#tA4_+%OV{>huUw0RIZlmJxwF?J--Ie*3NeGu=1LwsdL#i$ytXh&@FgGjgP8
zXbl?YykI2kKNfO?bG+$GAylTjkDJs-I7NIE^1*#8PLTc>jpt;yrsip=Cn16QLWhhM
z%n9a85RS7<UnS5zf+7I4><=Jz_Zqn-Co*z0H6z#!{iUX=>Y4SwM5{UsWjVmCFjGwj
z{R1iy=r!NLWf3#~o^OD{q;z)0Vrn&;$62LCDZpYhe&OIcMwy2)v8rF<PanpJv7}=}
zxZn^Z!<khB2MwxwX}?$sat}2H{AoW+{wJO?w9lB<&4Dqcp%E9h)jV&c)`^-9X%Z)w
z8#X=ITIl$!FX%&|Jo5`4jFFM(ul#Bk`~gyN%WkdD4!&UuaYYw7+cej3p4+>A)k)d~
zDvJA$2+Z;d{Yaw4_RE;50NI1olg6-LmJw2iuh5Sxid05hgqkPAODaq>YuoHTlR}gh
z^x1oABsqbU8Fg9e*n>}i5PHzh7_=xVD5&PkD#{u-QghN;Q2D)JqDk%o-p>>tE$9e3
zv@e#0<SwQ}a2j<loJe&Cz|)d)eIp|PTSGV8ATr1Z9?UD*r+zKAP_lRBFsO+Dd;gOD
zkkM6DoR^OWqoa)2c9xG$`%g_;rRDLLXs#}wA+90I=caJfY0gkn7!MjUuZm5|thAI<
zglxi;N+m^{qF25H5@dQpPb)_8uysUZAp+b<SIaCyf|BKR)3w=H%89%^e=Jxsk1gPv
zwtcPdYPOkWjFs1~kAde!OYZn2>D>dSf!-`b`U;L$oU4-l?%Sv5Db-Dqpa7#XVO3gL
zJ-Bmc;_KGIVHPmnq&f~gb_i2(8Pub52^>wCUNk3w2B4ubdow6C+seEaeq}sSg37}!
zO;UW!I0~X(6GZfp8W~ejA)l107tKUMh~SxhTSBS_Ny4L0Ldg4-XD8d-zoI1Q>C9ed
zpMJ#n1w9eQyL9!-pXDU{(AiFj*W+y)wG<qR<b(vhVP`GG?k7YYc!!j8z3#awFs$#)
zN&rXt8{#=-Vs*b)wt9NC<398VN^=Mr#;Qc2+~(<!?Kk(b<y`&~jxN}tGer{Ja3EJu
zhvR20DGXo#(<=HDN+W<ze2pAw@z_1)mR*UQxtF^7FrVUhm<i-l34xg89H1&2r4l=A
zR~Zc!ds{QQ)p7k1jJc;KFaq@P^_7y8<e$dv<&XGxAn6nL+4a&H|GQWGx&0wSV>NW6
zMfSoeGS;T^GR<*YuvOrun3?I|5tEsDzv4|(F%f_V&g{A2)vNnI|6#U(V<*5L^+AS6
zaQa6SjnXe?epV79uKQr{3lyGMZiw+8^&99w<CD{MfX@6c6ZOBjYeaoaO*mAOv)xC6
z*J6swrW8UOcNT{M1=0B~Y2!xzA)I)f2b{+2r2h?u)Q1m`g;6Sqdx?m3)H}RH;snzn
zcK*`*HQBS9Er8LpmzQquCO$T8IuIkU6yzLK0^rdBC-bD6%fx;?g^!O(x;{CeeGr2g
zEV>(SpSco+NL!k_!l3?3QxmG68RMQ8>I699f}`eG>T{a84|NAU1ND4lRs7bnVweIo
z;d;_lJC&4l?A?sEW6v;V@iz8x(OUssCX9tjuMo3AH6LeHDdED^)AX4T0ut=4hYrPz
zdhMDuJS)P1B2^NEwK>Q@;KE(B-i%$wlBG+#{Bh!ZuTf!Fkd1~cUopJz>{q|;At4*h
zH@$%TFT`189&{CYD)eLEsAy@0E&&XaIU_4l#@DHEtCS1L!C-A8Y;E!U?l|1<Bm)r_
zqwTQB7u?y6DsecN59p&H92>FWwP@z}Kh3>)Sk8Of_I)Pmq~uJ72Fh8;m?+8Aa7tw?
zb4Vg2mIg^wDhh=pp%N-0t&j}M*rZG=OPQyr42d);3JuTa$NfBiKHK~L^KNh3wO#kR
zuSK2xe&6qL?8koW$9_mdQSmXH!s@vaIC3l|sj$FiJnf0@U4Qyfx*b_*c@#UZ!~a{M
z%G5%&&7OD{6dUpJTKgw+>$ctj${TKx=B)j}?W0oi+qjWo|1EcyF**75>tpU0{6hQM
zyZO!5f~bkRpv3@~sFX@ea)Vey$+mF*{3`73*6eTDhkSunJ@2V$v5#?&o!!;c9#I2R
z5A?DMD~o|=1UJy|Ecw}}>Gp^WPv7_0&^KIKSR1AQIdzueo<kh4Pkpenl5`cWzL5<N
za0+!zRqvE$8w-2atdzR`#|X7$%z)VgjEvM?k1#Z>czH36-YU`G&3FN;Deg?;mumOu
z*4n#EGr|gaNHi)eE6sYT=#Lr|6BAA#;tXE}<TpRfz8m|G0B;Eq6H^|6*%m_Y78fHy
z>?3Gk+lzv4>u#a!)E%VSwcVe|3wC{|q;6DHs>qJx0Z>5z(r<W|HqwH|N@;W3Lw!9W
z`_$tz=`!>Qh1BREYOkoM=1bQZr2lW`*YM)L>>3i@{wRL+b|Qv6<fQ@JP+V}sV&34%
zj{ovBHoUMc6~t4utUK{z7x9CH%D2Oc>|sgCVoX6Nu9=aK`e?(wwDWY&xkMlU(1@>Z
zBf8iNC57Ei920tLtvddVy`NcqHB$+Y=^I;`TK!F5KGSz%{*8go6YOVy>3nm`+7yQx
zt57wiL;8c-4RXkp&zSL7pS{6-CMNfs=(m5mZD7#7#_us*94s~`n$?(B??3$d@ZrvN
z-<ed=;8-tRw2h69p+yW6qOa2lYR=8edz7$sHp2&3E?*{Tskdoa7^y4MAty?AIXPZp
z(RK*f%n{8(vQ4mO@#*JsWtHNj%F4<DN8zk%YYUbM)Cc@Z7~AA#t_%z`tCqD6=w)DJ
zlSkALCy|ajyEB77p{hQz09rJDW6^n_6kEtRO@tW6MAVhHK_l<jF*(R!-;pDMm^VTv
zNuoPYI-{z7dS($Z<V8(CqpnTk9A>P~;mn71ui6w45cuOm4A50Cl&XiRQ1+F6yQzt9
zG?H`}h{wJ?$vz>u>W{x~(Xn5<_FR1YLd<FTsZ8$Wp@aS0qw{X|r}PPBM|+$S5+HOf
z^rUGC3l4b<A00kCen1SF*a2Woq$X`*FKFhsi*zpw+bDI%Ujk|#kMAy%wL~Jle0Dq0
z%b{QZrmtW|kwI_@UdaA;TMyB&XMKmKS<|qY^X3Wq5PIye!#FZR?0|7?A~ZoQ!hz4)
z85&Zfnw+6!$P6^2s;n46wSypqCt3IPt8QrR<ca*v#iuNBXeMrO?Ag0(IDEMDU%@zD
zM<<BMtEAQAn%*GaRqW7#5Q`Bin`*;Px!>=D^U=H+Gd6yG-_cuoUwf<3Q^x#eTUa;)
zxkA=n0c+sW#+JNBA_pz9`RJ`m4icyF9w0}+Y)xJE9~q_hJ_V7;T9Z-(R)--EdgxfG
zGO#dcKa3vU1K{1jUsadv4)bq#CRee)LFz*(&tz`dS~3m+1HSa#e}wm%e%A&xwVUg^
zIVgz2kjIb34zP`xNoE^8e-OJ+(i~c1!NvdbBE-l_H<Wkml@4MtnX21fhwQeVfWu`J
z=IMuRYn*Unr!yR?T0f{Fc2{fW=i3o+xpAgmPE36;cV<7J!e!@qXQ3Y=6PA{TJV8!A
zC7|5v3RCX<)kEUS%54rTEa7Afn}04e*BMnK=p2y@%EqynoEPp;Fjp5RW?Qpt4Z$qw
z1ps>2*^s^IaFMj|sd7yc{WuHXt6#6?r?Oc*CB+vA42QqjM4??pLN3EC99&OYQLW17
z+Rm_mp5V$-s<(e>!O$Sc%ZdA<aFbp#4^tuo3Lsy#`hk9uvt)MgU)<s=VipH(#Gc6+
zMN&@JgpH1G8$_l*wt-29JB=PcJ~N?r58fUAB^en}xz02Q==_eR2()rNj?4_Zl9ZH>
zTp($ehDf<~6_%dNg@*27uHDV;Q|;p3?J9Hx2M7vSjy+ag^IsoW0)Z&&AI;)n&zZY9
z`(+wz&BcC_W(p80sO4MC#fu|lcTg)l-|0G{G+^VVO*cm^6y?~~|G2%JWg1TR|3Vf^
z>(A;7V`50cF0FY*Y`Iu?>WL?6uuyv{`!k(-(w%~MS`BE$6GfE=(H-4b=g({8o(2yu
z3US6wk2+I+!AIt=P&dFv%;K;>6`~Gn+#zRyo8%R=k8t~peZj4T$z3+T&P_-A!2urv
zfMY#fadGpj%3|;g1^lGGGue&D^N5Z{$vhiM%qy7RiVOsk6|rmA&m-&-Z>(A)675<B
zP;HuMVIh)L@Z<>Q1UZ5q|82UQg*i{?Z<+b|`S^^KiH8|}`MvaUE!48W<IaD9byt}S
z3<3lt)x`F)^*Qz-qMxgAod?_3lf_Y_Lk8e0T=DUq<EaZ59<w=P<5ku?J|&wxdBQJC
zTk_xFrCzn~uqHxc0y_e2h_iC;{98fVpcY{x8CH^He8sf;;8v0~jhQ#MZYf9+#hTDo
z!=0CVT<R|DFQH#U{>CkHOY9-mEp%K1a-gM-rWizdnDHe8$iHdW<xf2#8rNYX)@S?(
zjJC+7HU9S?;cze-XZ4>#p7Iejc|JK-qWkHx^zDm^jx96L!9*%{fCcxQ^W!MTm<~Mr
zCc@0&dV2Cfxzl)Zwzd{x$Z%!Xybk6mxLT0(FjIlU9=EN`)yS`*f+F(J(-mh;$Bdz8
zGTq85wBnAhrzaboc7%lynKhV2U3Qo2#?fT%cVt+Mf@oI&lh2%<N6eBuduHxieTer%
ztE*m)!_UNj!l!Xa+fI-WnDk^5paFKjgb}_>jE$j``}tkY6>fywSjt?)T3m8UEM5+}
zRHrx8Ce8fjE#XOc1rVKKLS=V~iw`wz)eOq*P1CmMjYvHeK?6!Q2%4&jiZF9+^V1%?
zj<8{nf_m<Z8B2)%9v+3r3kVGW=k3~W)nDGawJjmR+}L=ZIFad9ri(?{ZK7JWgUDck
zp_Kl0<?va6lfMZi$Br2-xzXMc@8Bq&=(~(wo1$!!(cSY>m#<jiw_yV_Mbtf%S)dxd
zP$Ck)7mE;K`*D(2Xh<8W9%rlU@Q({-)%W-x0i>!j)8MRipJt+gPE8#cH+A}yDZiF>
zrWpv)0Da04{Q3PmuK_Jsp#S*btvncEG)6<ijTM%xPwd^j<Sl@k-8)Q!h?9`_!e+pL
zayq%<1+QL>C66@uUIHE>NdOVSFCRKSO+lo*z0ll%=_uqqC>j{3yI)X%iP5eCE(t%L
zyN(4hF1B&e(e*c#5VRN$9QcW_1Y$+)MqzTf90^z`60`?!cnXy#L}@ws7v+$wZ@Qh_
z`n6yffoUEsVunJ^e2#{M<na<fJxnF=TjNH9mD2Xh8Kq<Q?B9<kKWTpxQfFL+!j5E5
z!~+0qlARqy<wkg^wnnqr^QT9gaBtKUK@2P&E5}I74w=0j>tRU9^cErFSpqO(grKP_
zD%vAU+Tib>?e}dJnYkr(6&-&1ykaS%4a`Eo6*;l1@b^IyoRK)k69NW1JDeTU`A(xN
zYG-aS00CzghBYWYZhqL{bsvObclges9yUC}m>5Q%KGCP8)F^qVZR^t5f~|Mmw{KJ;
zeCp*s3$wJyr@WUYojwe>{d3{MzUe7wd>eoEWVtT6@f+lhLP!!fL{D!*Uw{52?L90q
zwf?y!FLF3(9$7${h%-O$?E4_h76l@pt!D=745v+>zOCQvK<6U)@y;xZ`uD&8eAch;
zA6Sy>xk~GLVyO)UAkD%zSA7a#BACvKjy4)K$`@Talq<<mP~FqC;#UspA+K0+jh_so
zPLPI{!4Cf~dxiRDWz=_2D4-{jYxoTi5$Q<~b9V2Jp!z8U=Z}3zr)ZJ1u&+m)M4%Ut
z8vIZVupb%3#PoM^B6A}eUrcug2DUnVVAu#q-!j!SJ}OE|W`?>YlI!Y@0Ma6Cqd5SI
zk**x!tUA}GwxnNBP!L^x`tO7*3gpDZM2d7qoCxWiPadJxrdZ+=AiY$b)d_fQk~le0
z@#i(D^K+mQKB}ZLC#01LK>Uvk89`aOGN&K!3aa4Ag9oT&@#43eG|5s7oEn~h(Lu0e
z0ShhOWiMAj99XdBDevHPLSzA*Mw%yht_KxtWtRnO0WTmJh9=}N=~nE;J?B=!;asuY
zeABF35Ea5eBC-oLHJXIN=9kbSfJ*JMSFM<!^0j{LTAA3#*VmPHLBD?JgxqX3J6i{H
z*jPnGHQ+RO(dJgPr|ZUGLRv?6NhThyt_-LkiSgk<D?~HA1GS~}od=hn2T(8viuPP0
zBVG{b_Z(Ld)oSo`c+d0*aT5T)wC>OZ4g!~e6k&Ub#`L||%|byy671sSB3EG1W4Fgl
z2ADBU*No_o=@ag{h3AEV&n0;Z+*jHF^dX$?_E+q5&NHAVQhlCdZ-$GIthwA$=0(lD
zRB>(Ds#Qq$wSG_Iaohx*IaUEoZzJ^8(!pP`nCTlhk$X3X3?9tr`?tEf7a1;!m6|Fd
z=gdGe1IlR#)4J8*3V2FBMR~yb#hA@UF;zkNneH)Iz0O&=VIF@-iNa^cj#X}M3<XvP
zHSCgf?bfYt^j!i0rU|Si?%JaV$)+6bYa6P^w>m?cq6Dof>516Jp`@JOR`DYZP5xQ@
zQej7=k6*k%ruqEk%YP5ecyjaR2ga&|+IBKWOBf^wLQfPt49w3t6)P(j;}OMN5}Ax4
z7@lZY*d6%dU$gRHieO0i+IBTHc&oGc_Os`gJQDCLj<C*)XLg@d&Nj$uSCbcvs#69S
zGgS^#G-u98Oc5xPHmK;zY^k$fzVt&)&0Cz{Bkz0}r#2J9+p%LVbZtwTX33+yAB%cd
zR>9g}7}G(rJ7jF;(nk-igdG<YP2?y-3*7>;5CswMvikuWIZ=Z!navjqj$|kKFKB{c
z>cxfgTdDgf&v-81*<hQIA?;z&!Mt0K$lO+yGW|w2iqsTesi$8Z92^W0suzk9&g<_}
z!$6hXcd?2}|H+hGOrj9;K$ws}60{Wo=+RqJJNH-JJr$fskB0ai84=O%>xs=CQL(Wb
zXnLZzLfyzLd8v#diNjhxX*Az}6bgOYk0G%Y_mHnHo#8Jh(klqojv@V!pa`F|DiV9L
zK}YZC5T>2z26t%R9;fx7iF2Iuw}||5P=$?W=E!L)fDNA%?nX<hl;LGt+mjyl-Fx*K
zqNn$WY&m=OvcLWsg7PIH=r4&yq%l6~yao7K=&2h#H;31UbUJI_*uXOM>-aaS${=S?
zt?4dueqZ_V-CpZsE#F^x0H93UA<#ZN%EO7M+BS^V93|OjRz-aIf@a#f!Gg&a&hwq@
z2AAMTq4F#-TjSvo`OL(HAqMK)b1W$&j}|`jq=5<XNO$wl)ZiRvL+&@n%GJXo;lKgx
zv%e8hK#zsb6r#m8`}nP3SjZ4C2YE|RPe{6W(Ffr)jWZC~Wh>$)LVg4{7dy*~c6qi0
zIP!-4H*WkdcDRrpt&br|!C^un#OqJ*B=DvWo}h4h?15#~A)^uWCKT<q>xg!3);^0(
z5U>2((1hPzQW8tcQqdYWx4XA*Um`Z~Im&-5;~g7oGVk3<N@xj{+(^&$g*od2P@zU%
zaDBt@BOesDwPRZmlMwU_D6VRET&B^()T#x>^5ddeeaxAxhj%0=!39_?A?tv_C>V&}
zxPFgH?DXo@D{v+S244!-GJ^N_QMw)cU!0NtkRe~V?wS9>lc>t>b(Axk$U@GN60n`%
z3qNFt@~{S455(D`H*egREen+pMka_OXam%Gh?Gs()P>;#W)UOe5FE-ssJADQFb0T%
zQr|>XX4N0B?50(;-iiGS$rRp6c)2cHmW(O~>D{mScKCDg!KtzDE<2Z)Sc-@cxU)Sm
zGuX#rT<H6;oCy}f+{w+&K$bvH!;!csc;&6Q7t1dj_!L9Fq2*7)&!WLFQb*$Bj>ozi
zidr7(;!}#ZEY8mbS)wv)qu2<XF6~fq=GwJ|_<Hgx2XyS*x$5)hrAv5#dW(a!W6*wz
zlQ=tB*N}_~j7Y2F$>d}!)RH_BR_cIhNJgecEfhe+a>ZhIL)~1-Zn<~w-{XNGC>(`4
z1VJ7>OYCZyn&M|i*;gq2Z!G}#*xNJU>rhNWqoSkrOlT+~u=gV7(~>VLVuO<~R_5jw
zF7bn2BxO^(#ZA@THn!bjmWxSonF5fYZ3Ym)kJt%&O_9!0C=VPo=*Gb3fMti*14KEI
z7DyRz;6aFoBipBM7U*<ttUeg1y1O$@j?5T%;?om>LlAF(+{Qgr$bRkoJh$(S^ceUt
zh%y+jq9QWSb=>UWp$dC}IbOVe4YX?k^^pYe#}RaH4S)|#6pXEyi5rIR=`O%*P7@0s
zkebk&=(_XG<|Wawv6pH5AjAh9&%M+^RJ*C-<GZiylc6ENN`QYUP{P~tm`(t_Vxv^d
z<J~!OYJwTYPZw)8L{g?QMj>=JkQ@wt*~PkB#pYH`fPffPN5Aq8g;|)Aqj{2(Ht?dM
zNc2K$3yWX_`J%JVeQ&ZIH?q^NsVHCwrl2_j)V2?!9d0tnICiX7)>V;6fz4<C@mHx)
zi99BhD~uCB7eZg~M6OHndqQUcN52pCMa>8KOTjKwozG8WQ`}!w#ez5l4Yf5i6f}eM
z+;l`78(DtRihcVjWbymYpLb+mAq$3X-(K_bqOfX6IQ&?@jQ9VC90*~DZAc%jXJKpx
z5>|#&SOWEEj>sDB$>`M_brt1E*b=^+14U%JyX-4ylv#H|J~AP?F>ewcA!hO@zFY@q
z@AQEjLhX;3b3)NF!(wN#O%UKVE<T>EFmx)p!H+&QP?TP{U<_^<G{_GT7w#VEX+M|=
zru+n8GX6ozHpRTTUe|hY`w6DoEJ-x8XA6QeGy;^$EpbuoC>2?sXdP$3ya-!o!sg7*
znvNk9v=8H}^kckT>&beY8b+eSGai)w>fmJ&M5j3m^%k`W^8~t`;8YD5@gt}4_;Fuw
zr!l#B20Lbjujpts*-3hR1pXq;&I<DTCkx^`3OA6|um02Vf3KC_fC`T>4FESF78h(!
z>EY=}UwNS9Yez@NmQ$0htOPp&ULSdbvW;`W(*Z6~DFQ9GRQ$Ltl3SO}2{RZz+zT*t
z?}3pF3*nW#Arc@g7>Ny^!h<YS3>qZZon&X5gT49wd`~Xs?t8$=CGNR*kdmr)>qdUK
zjKeCAeC{ZOjX8TxV%2-@oFI&4<|6z_5z{&Fy3vRsC0xk7v{4P`WdKEZQ%DNR@D?~K
zv6Pg_BQO6pKgYLoyNbYp0|r=#H?7hD+22K#1D(X?bAU%+#y|WvT(%MF%2-k?HA|<!
zJTjS<Scs9gTo24a7=U3<5$nUMh_rD%ceUrSg^WgS2h0Jlv5IH&6lT3?th>8cGX+2v
zV}CYXqWuIZsq{hHDhf}myMiVB#z<Lob{vqOyLnP5-qmvgPIzoU`#`S=IcbgE8oK&b
zzw2DLHEW=$ajWz8@quWV%F*Fy3QLSvRw*p*CzUSYK~pQ6(o@5oPU?pQMn_QA5#_=v
zG^Fb&ya41RX&7k1B1q69Lgjp%9E#L~-ZFdT_<NU=Gctzj>MpfCsN&GxFY#9gyNk<Q
zeib)%_VM|KWW(3jm-SzPStisSR8&+gp?kocf7U;%$~Z=tm$v9E@1U><($&+`)7SSB
z!{nT>`LBC%y7Q92Aq2}S`L}OxkB|RFn{2}@R%O91K}-QjTbHh3&>Sol&l)=%NDPFr
zQ%}!Ww7?Y0&WYu}*-Ab3|2P}6+%Q|+g60;s|7QN*Pd$s3PyztSlm60cN`}!Pa<E<s
zo9LDQ?i+|i<jK%>?C+jREQ&i{fGh!B)+(+C)JeZilr@5NL&8gb874L`PPG^}83qjV
zt*cZS!gI^o<nO7~#i1SKP^@`S7D^i;8ccNkReg0QQ+yJFKCeS0i}MoRI2!8ew5Wxh
z2n=$ZUD2rkB_M>{>&spfIA{F!k&%&qKF=xM&>5%9myaJa8IHdyvv+q`ZiLfgxeLYE
z&li^-zI^%jsZ;j?&ISkPaPcS~u7TD#mh9HB%#t(w(kHmOC+rWb2Fs8L%NiQtO1!N|
zJvWYI;jp(6Y?ehu-?{J>=8t`&Y&my48`j-Eef+q&xk+MZ1;pR7WeXskeS+o}&y5jr
zdg1{=SWjSg&Vm7ro;_noJjgSh?#6J-_(nfx#p9k0okept{o4_yJ!riOKKF7BT|_-*
zYQ%ykJ8i|{2F??96=QBMx~JE0C#9AHKqA*P^YO#n9JvPHF?BXjY!w16gOBgtG4(8v
zp1)JHj{PO$A<18TsOq5AMi?29n0G}){5eq*D(fSs0Om-4nb)pqNte013p=*B>`QC7
z#B`9Lp@e0LL3J|DCJiK1RO86w%=X0=P$AGEWZ*HYYObi#Qq(eySmM=pT9Q5409wjS
z$D$Ftrcgb%UNf`(8&#z1zC0i95bkNq>T$-O(0M>s72m(F5}7FkPnTbB-<`uzRhGo+
zo&&MX+a-kMXXG8qVzh3|$v!C5K11<BQX{}}xfj93u-k#m(Wg%^O(%SL<`o(@X@i42
zMl50Pwp#zvUYhI1j5jih{-IQf%fHZx;Op&wyhKK5%01GYi&&36#?%yGg$G27{N#@v
z>HprQfPUl~mqS%g*$p#-%h}ns>@Mi!=koB`>5g_ufavxxNPJAm_%?Ncx=<Wn)B<+E
zM|y$1{aH9c^39*Pdv@vFcjr!@9?EA-O0wjqadBhQRko=#ScK^4L|E_Ky*tal@eE8j
zU^zS173W%!dN=lPy)D=2+P<h%Q9wh#OP>1MIzbi>E%^7MfU)Al+%D`-77Qu5gj9c-
z2V%LW0?sv5`03AP=5wffH6yl3mb$ujQC1F(>KMwOBAvo2vr^874k3~4l)EZ_=c#j`
z<2h`4u};yBDSeguws*;3&H|UCd4Yq2daJL6?eyvEy}j|(F@s<R9`_L<Wr7BEFAuwR
z^#;c+x$P#HX1Q>4nP=oj)?8fh&@PSJHei6**JLWr0#E+qWgF^3OTvh3i--`^YNy<l
znk+3uExl>CA_HCG;-Y09I4<qgjiodqm=>9AYa5F(9Y)BfcB*i@3^#sV1_KZ(IhE8|
zK`CFOWEAQsVixsy##QO5-=s6^qAy*7j3mTaHYkfki9I2MNs$T7UL6%w8!UoKaPQv}
z8~fb%Lvn%@afW3{ho=*#t|7Hci<ieaIP@S8j9I&&m$&<=uQPY+v6}-43wZWw_tGH3
zELPSH^`)d_XxZZ@P7qS#<Km!`rE6$wHXkbW8r`mQg;&RIckEuu)7E}lQ&aePuJUfG
zA|1U4`B3jaz18sm-MRDH#`+UT(XcN8VSnC6Q_4<BJ4VmmTqnlawk27vA@cq0rV>kY
zG*Dy>{EJ}eaJV~vbu@1+OUwMpyROP3ISP$QBp`|?kQ4Gq_~ujYJT8$a&`Dwu5_K{o
z!;5O9$p@JNI98Y?#lICJN=k&M|8y4qp!sOqrViGJ7^=cSX5O4RQo&`8s0IWgvI?^^
z4`@k?L=Gx`iMe+k!nZJ*pYo`sxtV>RxTWA-^Y`h~|9xK1JLVDS@R{y>#mI?~2fQV?
z8A@U?HYmG@Xip;koYOXEv7)*qG9lhQQWT6)P&x2&nPN`U>L7fZTJuCj&0T#^@==)s
znfP?9=-9J&@0Myd2+&(H=C@OQPp3gLoY%&C3z7D6Zoj!gL-@CPI_-;u|0@zHi~hg<
zrxHPmAeAPe7OXjgCj^V)3jM(R#7Xmu)TxcY%*8MAr4y3uiD>f?9`O~tgdA{b3@UDb
zR7s})Gv8<MK{Qc*%@P)AkM%u+Wp|27?bolu@qBh^?MeXO#tj=dmBL>a<#lSe^7lW8
z6h!~$pMpc4bZ(kY`9IOd21yzF68s6{RAnI)zeF4WXk3?LGgHaSw5$>1v27C$;pgnF
zmyb}o69)yGO^`tT8IBbU7$SXYUb?QFdTjVg7ZGOR##p|Jalr45un*a#z^679tfEJZ
zICtT~Y}S>~b7sst^PmtR9UM*`KMp&&&2r=K_bAF51|2??C&8pSB;3c(pGn~h80Ttk
z^1=xaj_qwM^<MMO%5*3|XkF~bw}gjJLJw-Q`W2NL(;6fTk}9}$JR&Uy56TvS{7?}7
zg5#zl0wpkoI-ZBi?ttsQz&`3=k2P!dM@4~Y9nP=7TvBO<FwQ~bfd%AyaooOCRRy)R
z_%5yCeNo|J$%K2OTF;&o%rJi@O*P$w2cC0BVSG{Epkc#?F&H3|wUb_;D^9#ea5fZC
zR1KB(Xk0Ik3?cfPu6cO@;g8Tm_`5GDlwD^4eE#Ike#}BKkP-?DhbKRNQ;<N+1PINt
zlPvYl$teX866<JEz^t?Nh;7dK`d}boaY%N{_xKAJ*73LO?Te`X+M3>Vx&9167?caj
zK+-5>FGV$~Z{BJ-q1I3xnXgdD6lMQ;33^Hm7G2UXRVoGef=;$emQF8O;_PgZ{1Wbk
z#-WfxnWjr;E1%3dQoE|UdiuU*C^X)_Ft0BryY~sjUHr}K*AWs(Tq@<uR5P-$=_#-x
za4}3Zyj7!@$sB55dU$ClOqbpN8|0_L0AjCxD8zi%ucvg6-@aW@YNZ<`V7j|^N5`V>
z6P|LT$S*Owd$^UrtMAIXhSc@V6k!yrj+85rhUPg=wXxa$!<i0FsQvo&-+5Yb1;j4`
z3&}W633i7`!3YV7ZZzVKgrHVL9d}u7$y>oRc_-|*(D7a2;SmJtpA_96or)b)3ePUT
zwgRaJ-;=(p;k*LYET`RU<AL^D-%&{k$FQJJRlnn2(*ttZY0Ma86~~lPL5hd~jA8<^
z3J!o<H>x#$TkqpDyeGas;9m$16sP5Dd7a~QywD_oYcgrR5PzYiVQhuzNB$pyte3v8
zsWIp13jMfEKljlc+qjWJnq^Vp2?^Q9k26i(`1g8#8=;RV9apSTGQ`rtqSWY;5EVtW
z6SjzcE{y0swuh9PNS%J)(TSRF@#4bb<-aE8-|2LUwSQ7$HgT29x`y|~b4y>pr-sIl
zR6pwo&5ImX{zIV$^lz>Mg0%kl$c=-OU~HRfPQm8uJ8J*rZ}s)p;GYnmP^WP`hU)5m
zO<lz~_ll17KMb)4^Y<$#MEF1=bCJ4y%W2AFiHvKV9}?M7SXCx2iwkJsLFj2lSpS7&
zlVFJv`?oRo?%b(BF9vmNCHNJRn0QsP3S@EQ1k)?q_v|U!(m@G%u7<KT<t|J*yB?`~
zBr@iI_&yu5oF`7~aOOM7k<cLh`*dn*+_;Tj@hF$bOsBm8Xoh9-;rOU6*${=I#2Dzw
zP`j0@R>{OHF-G(jV1I_D9ADcOV=+l630T+kVU*_8gSlbt2-y#5O3`HE`4hPL5o{H}
zK|r1cB?!8Wb}Eecm!LWP0Co%EaOkmmHTvojLC&(~<>S?kin2S9&c8QGpt$HD-4`8=
z@a-#5l|n)<l)?&K4|@O|=gisKNb7SV%o;};VhS@_T%{pP#7WHLUf<A!3!Fs8Pbqu<
ze%;!&emGmnaGLOdG(?|$`w1F*N-R##*6rJ2UqIoI@16hE5(9lxXyuwUs!=JZ%1Fcc
z4L?1gjM$#GqWLG4FY>+R)fY5}TwYP$aeC=?$QT7n7)b&qE7r*vVFGzTmC&$2|3f`9
zJXA2X`z&F&v7jlP{=tdgf+bsgY$_wqjsQne2n%3$2>0>DRUbj<nBCU8vk^fV9gsLy
ztjENRGBot0pPT=60H2hO&JDQ+J_#KXwutrUHC!+B&a$tB52Rz^61@Bgi#%yZ!Ljp6
znyL)UmwCcg02_<hbe~=$j|GLQl$OD`ZuM(WT4*RMXlbp}+mdeeb9B&hPc#dSjXK3+
zc-E9rpno0{ZB*t3a;{&3$;F(NkyibD3o-j+;29!WyO#0}si&}!Gx{!E6~fq}hYy!J
zZ96Oc=*-?9<MUu>Y16<=aeH7^{HE2QrA(Tc3M+<6m|N)TwE8Tq99#{cr0D>V_?kYW
z7B_G_O=B1DoD%7MDpSxOhaJ|8sDn)oc&Mb|R*Nh74RjPT695owIlNoslocch@&-XA
zuSkzkHRf)+s;O;n7z8Q9qe*1}^xL<ZN2lbxTiZ8SyTVeBjS}lRHsZ1bBO5yf2d&sC
zVb35^Hrds@iY9}eK6dQU;QHR)E@8XhXX&HS;45g|FzQ-<N2o~sYI%+yUuDlWtdI%?
zFgrHXre_(;80n<1QdN9KP1*qEg8>!7J#6cVU>B}kd&PVMuj$?*TY)PGY72C7(w5mG
z`C(bb#EHi}E>eHeC|Kw14H;cuSNCb;&W_Ujf`XkXB59~lcZY-!+v(~HQ&8{UTQzKz
zhB76?Q2h^#`xzOQi+I((WMos_Z?M_sO79KRs#|JJ)?2uHznYp#pV4IcRhgd6#-aCB
zRj*&Xn9u5Pq?E#bnC#;;3;g+BkdT~hm`w1IFpe-YbyHfVZw(uvdhU)_Ynw+Cfq%T;
zK3D>iiT5$n@7qxEhvYtoL;{$a2Q&pY($(R?0pPGo=V<isJ=x_)d^>AV#b!i-qMWu*
z^bi=Nm^yWr@G?X4Y8@M}+{~N|`Va^M?H9aMD$lPUrjUM_f+IFC^#*O=wsIxNjsV6^
z?FYDt>m1s<cj@xw-8D7YX8S8H&Bn?~l1^g?Mur2#^;4D6UVul$nrSVjFWNf}@7qVJ
z_vP2lZvCkwy+AG=b66XHtlMjdoM#*|-fF$+So=Cy1P-UNIOWdcZ2kiDLo$l6=I4W~
zS4pKGK0Haw2cI01GZrFQ_rf<6a`CXJTqzzld<0cL{A#dw!O}mpCn&DvFKg^VG0KNc
zrn+LNCrm=~VlG>{NdLp59xxt4>ZPGS)~{hDaUG=#|2}NK9g%3{h!L8nuKPRp4G}(=
z;b1<M!)kgGKx`1s29xWMFourCG~eglbuE8xsQA?M%uT)FY%5{-l?X$~A~jQ~a?`n@
zzY>NBL?E>w{Lk(Ar^yTZod8l04q<uxK{yTm5>r7ES^o7tQ>RQ(LXIf+r>JN$=V;tB
zdcSQu_^a)_r{~(WUDM+VKUY@^!-myi8f-77PKO+>^;^;+s7h&Lp>-S{nVXZgR}fJ>
zd7`?NqzhWkf8#X&>^9v`+UlG81phf38m$!@&kCzp0E*DnK=0qm0(1!YrzDz>FJe@a
zP6AiajAb$2S7>m^2K4D;A(I`gnZF_T9Q~j28?BM*awQ}0+{hh4x`rO6t49EH^;yXA
z3$D>}vi5}?Gxf6;vquYbk~Q$NA66+Cc0{w{9*c(b<8ugJ5*ZcwQUk}c&YOu#U@g`n
z632!7xd;xE@v)G#W2wPJ2S@(#VdTPPp?O3Zm+`w`&1sy*Etj%VBuuXy){Li+)TXc?
zV6vB21|&OkFATuKX0?kZ)j~rN?zBg*eGd=K$L7eOY7UQ#Bq@~gOP7};l3C5f)sgZ3
z08=U#R$kTRtgOwW2s{<_J6)TQx}nIO@>2LkMTYhy#*J{$+}P=cw+jmefKC^c;_StX
zAE`+L`MCKZ20zbi?y9AgcKo;xWCn1U56V~RS||k+lg)nMAvzwkA81i4%WToJqolqg
z?HuTQcHgMgsDV9^yhFzl)?JnuS$A`Yr%13qm=x%UR{)dB4GU6Z=F__H_rC^#CBtxw
zFE_@udi831*7A(_w`kGOL4$T&JIZtuLEqAHGh8@`5q}s$zq|VZHmAOSpC7Uxi{=ms
zHyxWB${65k+Ue6R6~_hV<{`HaLlpnsx{;ik8m^W11t^L33%ZhS6eSKQIpNAN!9+3&
zSUtZFbvnIsaT3!*wBl%Ue)#y2MeaZwFQ^gz0^||eQcJN=LNQxU(+kd*4!^@$XE{b#
zWdnu|t)gSRX|)MZQU0Hbbx7)(&_D4$5gyU{M^;@s9IlEi&D=8ah>8Hfn91e9a-lYI
zu@DQ-qEKIK79=dKs#`$2|JjIllo$7s28CO}Y%X^)5&V1e_pIzS#zpWEVAN9<2Kd!~
zK8KwqGiUyM>_o)otNGy0ovW=*Z&leQZeKJ6of=()5Q*RK<;tgNEJE%G;h&L3*uc;|
zyLaDb))p*7+n;$Q4`*k42Zzg4sMxv-{Zeml=zlZ%@mKD15fJClQdif|AkB^*Gv?Oq
z+gcjJ7A(jaVc}ar!D`H5#7SH+TK0$wZ{_D#eEy8yo18!qjibmi+w9+rg{WD*Pw<M(
zm|9{wm6MxWcBv!~qZAc`{PVroBvIF`l+hEUOK4q+N=kIv=K7G6@UUk}^F5!P;K7&G
zR-!)>%4ah&<|FTvRe+HYPT&tif6zuK%T8gW!FOgcf;7v*oE%BxFS`FUnHVP@H>4`0
z9Rf?<4>RGKhyo&M%ZmwEJ$O}AX0%ojNE4>{m=e8Ad?U~a_|XDz%6ke_yMieb?OEyq
z#gu(rI(B5&)Gb<9VW<K*ImVh*fU*4fNOW`fU&WDmfs{3d#d^X|%4vj7vXPY6&7nAB
z`AVMN1u@-QE)Pr4`i{67bKn3BZCH5tqAP1V*bRsOpvHzbNBnD4e}&7yV0nL&+Ywqe
z*I8!C?lyMHPw<*mdW?X82o7-%dURD8-+AF#=UnL8@R}(?6PqtN8i=^Pd3n9K;;rAB
zfe{B@E~*pC(1xZbCJL^09$DSzcEUnaN$DC(9i6^7H?3i?m!OEy#cC2%8sk^^veqvl
za03nWOz3`Ks>Hag%c@ntN6ZCG1BSMuu@;zJN^u&do8=V+Jyq}Cn|KIi^R13uyvQPe
zODNu~#0($cOtg;YN{=Yd(@mg(p+&YBemuXLmQ(zj-Ndb$8}S4mdY1eETuRtYt!|J%
z!E&YXf){NFmzJs=%pPtpUvd;Kh86+NQdYXt;zj^IQFSciQ}Ulf1t}x&BvzbcWjUKY
z4b7idVPPg{M&je^$^oT1=7GD+h4pU?9}s6Z%tP;1_w!m03Rc>Ldn@9skHKLG-dOjH
z4oPI3dkBoNwb}e)Q+l0+5oP5ir*gN3Q8@>ZyF#qXdlMjR`~wV7(WR!P(Tb(BQbpe{
zPi;K&14zbr*KhyhQ}O}S9$lv%xh9(NSV%~ye;=etVoKdVv5A_7G<b|FY2>?TXIL0V
zo}ku2K|#ee#IlXy58TLzZ>02hT>(nK31}Gd4~)vDMHm0Hj1S|Y`G#c|chj?5cRU(O
zRYojRbt$I4<YW1_WYvwo>RBdBU!J$kX2ptfV$;dlgA^4NAEZXYq0v?Y$p#qfB1yZ>
z!ock8Hs}^r8C*H_oEfSmL}%MlKecUas!amMXJowu_J*%pG@%Nro?;#aV{SYO4t_2z
zwBAS3<V87&KylT7i;B)ti0gmIVeFO-Z02qc`*HylLYNiY8yj0uRkg<5{eFNhZ5wv`
z0!bOgo)LTG$Qh)7bnDBm$<?}%NoYCe_wfmpkWEppjUDTs?(-THT8l7%ves_s#8;0V
z35)#v52w!l`^1U<b+5KydxaC=eScd)BW1NpA6l6E$h|*$gs?!Eo|XEzuwfe*V`l1O
z%J0@<7m}f$-x%-he!Lt(lgbZx@Q%s}OAALxK;L<gIsB4f$dXZ(EXGs6-!PFrE8Mj|
zS=FYIRETX=?8ewfHdNM-SPPi@K6#Q@PKQ;a&A{ri_s89A)3Z7DkrpT7Al7+xvMCfx
z;VbD?MxIFS%f|1N<YcCK&*5lM^M;NTb8Xj^^KB^42+~vm<u?H30?E?m!w=@=HjWv^
z0b+N?6)yYM$;U^uWm9$yVJ4yG_6e#msxm4Ek5>b_?Vxi}*D?*_Yx?xvqXXLB-qx1F
zVq>aX#OrUoDyZ}*uIpyeU{LNLPP91*yCA657hYm3s+@GTgG0sp_d*XIVSXrHQO`I9
zDbwQn4;xl^y?Q04iL#X-P6{kgwdq{jNt5QEUop+wyPj_HeE(S@R0J$=ha^~GfFlsT
zeM0dPkGg_7My-2yVB;UFi5<Ik^;J<(R$k`fGR4mB8E_UoB=u;NEr^*NG{`nS8iVk;
zZEH9$6mPB7#x%RRd3vGL&67fhp_+>{Z)H<8n_?b3dW3^q1G8?Hjwf-kx6*|=?PV5#
zqn+R^gVkA(*j#AO5>hFTt^g;P4y7fA<-Sc<aym0l;7c0b<<cAczk**O37tBB4005H
zJ(N1vd0neXzD!myMKFhlimw{2f^aqZl$cGRGIets7;ZIY?R&BJ6m1TTZWNG2A|vn-
zU4-GwhY!(LA%<O=o_>N;$*bp%&zUiUR!Vq8M9bsOv^Yxm9E=OHb{Fh%@6!rZ8JCZW
z5?1bn{Qx95B+YxXl=uxW!{I^S57?2I=$zhXzs0c!^u{QRPw+u$-1Y0{Lu+(t4aERA
zT|ft`R)I`E1HrC4;r7==KL?o>MlZC-&Y;^tR9no}_)W#HEAenN9}0s!D%|QuTN-sg
z-UN_(-~cYi(+3a0Y#6&kUE?3$w^bRr2kgZ~m;ferxM*A-{u>Ea(?daP(pb}zSO4%K
zb*5_f?&y~Cl;*%VZMV{$kvhBi3L9aVap4!r?}IheEt>CYI=`HP1RW16D$yJhXen`M
zw=l3vo$xl8@kUys#OLNo3n9)UtbaXD=t^U$L;E5<GQwkiW!iO|)4{sBN2w^uW2AXk
z9*;PQ%oA#l-%WAbMMTxVwbBUIgq^U6B@sICIQS53;N~FqDCuq?mR`UB0xZF(FeBW1
zuS}Rt9o3jZvu>e-1H`p3n-0n)V$r~*(J<A{?zRmMT1@-_N8=72RA}EGT^#NiBI!E#
zHQ*l;<@gY7ot{$p>5~`D;{1HX6VSQi{2IiKn@%JrOQK4cF$6&ZS{8Az7`&$GSys0B
zS@Og-pG65{d^+i?FjYcIr?I&bxrU8L#N^`)%CJ`vaM22h3_hZHb@tMw1Y@_E;Bkfw
zF=^pMvKwV{WKd)E;qdUgFthwpU(sNbs>w5D*3?lj2^ffZy!z)fuYe&c%$?XQZk1@g
zF0J6s9r}ny+0pC9yhiBn<n)I1@d%7~?^L|-9jqLD4SXXhK|O^Zc>w5R^B7&BOEg1A
zkA@$61`REK>;K~Hk~~fZ=YyvBr*(emB1-Ioxz5d80VI0h!lrM}7E^=Qj++r$M5WE6
z#<3~Rjx_x4<Hxp&i*rvol#xZrG6xQ<Z)@Fz;vW|Gov#^K7QrF3CaM%d4;^6&N7#cL
zeX1)WIOmBxKr^&kj~-{{pDzdg^Qk9@F*`PJx~?u=CxrS)ZFY8-W(;6Jpdwo&v`S-Q
z8kx2djH@7ap+11LU?71-jE+VK%-%$Zg>^J-g_-oro(y1o=ae^nCN04MF34Cq5qQVs
zK13>d9{NS9GQK%NIGLCg%Dl%rj~^TB>kET=O>4eXRQ!(&hSP}wSUs-@vW-KCCRa7c
z3sl2J;n6W7q~E_kfUmjrSIq_w;4XD1XmBxHC`>CykX!5L?;q5V*+CTSakFV46v*TA
zk9qcBJDLD>E4W;sS1POYJgOd|62pUPy?Za3KY!9b{7#aCgjIN9E?`oSDfpCtv}nc*
z%Y7)?P(R1)-#>iu0Nx|o^x7KlJ|uF7mMiLJ=r2rHGFJe!*!ca6M!i$>L^dDn9l#0c
zt)=w}R9i<7G!d%)VAGtuJbCH9goMaZ6h}KGlkMzW4b@G*e5X}(4c1H|qX)#q|ClkF
zzqy{H+G7sy?pb^zo}zYw`1FE{J4{85OM3R`@jWvYw8axQFgPQOOYJ2>(hs|TWPJSe
z6t(SGsCsito4)ZPc?<~DCw@6>vW8h&9juE~RIJ4~Z>wDcQX;5LOB?*g*u>;OR8(#{
z6%+MHm>whFk&;eby71{PXOClt-t%}?6G_<Oqx=Rl@<&ge^!pB=T!^q``;COnC1sS#
z<uc^E+*IbkdA4MdW*ayM8d=;B9u|kq#q7xR6v)<h@_xCwXXp~lfDqauxf<BQ{Qu~<
zsU}87mDSb#zhi!KC?ewYi4)rx^1SRNFHJsu`t_SPyBpsoS<=e7A>cD8*8D4fWFSr7
zSo$K7L80b5_4>+I%(Rpg#Ta!>&9?_irxjll$Y_O-2hX3cbap<A<gVO5j_kxM3B-G4
zy95nGPCRW6D>0Hy{H%nQnK%h3%;0LM3>D9<_@;!Zw6MH_x$VixeFGz0H%Ug~WXzr-
z`i_m8JaU82B3}6UGZk$>j|PkL3Qn8$sgEB>BLZ9O?P()iTwQUA01(k`U#6{x`>H|x
z@O!I|^2Q(@$3p7H#SOPRgG<h>@$2vP6eeHfPVC!c1K66HWKTkJb#v3`-hKJ1Rae>I
z)~w{u^am)O_GH+^^%5C~o7(zv^u=Sx<ZqYId6cT;EXt--&^G~c6IP3Y#$V**=NmMX
zY*@K?@nUGoaYgO)qHOse>8xzn*P*(eb9ojsp=Q<3{<9#oVRT>=Omk$y5YNR+mxSWU
zb--<A?!1~`gJHC_&Da4$6|$5|E@TQ>1#@o9xjJ5Q@0~FPQfls8wpdD}R>vNIdcst2
z@mhXV@hUocs!rg5;PdfdB_I~|^<GOBZ<5I0w6lHS;FGieK76=$^`{FN83PRrZkc}z
zP}nNVbxDj<ViH+<+=fy%Y!KQ|q%wVsf7hF9zUj<7jvs&6`WP0-Mmh=c@vj~}yb<s#
z6zEF{2`{&E!2HXC=97J{!b(^O!|R!uao(RQDl6%;045ts5}pIRp*Cx7egKw=0rt7g
zYWZ+?_#{mDYvzD`@GpSst|Q+Gf444R+L*&gpsCF>s73-r+RhQ?f6?EA-A6{=<u`A{
zVd>w$oZy*n?^FK9y<ze8OJ~lwgQ%!V1n)5Kb`&FXA;;R5L($OHrU?_L--YRnX|aZK
z*;HvOfQHvMc=0%0UG=pGujLX&w*H{{(y|nF78PKpTTfJ{w_!hTUiP|AU3bqya0ZSe
zAp7?&e)@D<_ILDva8Nr(@5*r<-bLT}h&^QlGwET;imV=!64;(mhVI$p{CnWww&R@D
zs|QoXYiTV6P%c<-kaSiblZHlu$PjtLGC!(^cOE_9of7z-e#3L~<Zb&t<ft(x#jxs4
z$BwOY=g*sGlVnd6CGx};vH&CZQ*XA~@XW(JI`EzW)ik?o#KPH}GpB5ZE*^QHR7AkZ
zZBH1pO%A8|BQPI-CIBd8v9K^}9QCWqR@ssx=fYpSdex|z#E3vKWI0h`R)r+3=Mw5-
zYca9-+i7!pCOqTOHrm)Fv}$)n6d;va7LVPQQdedt-ai?H>f#Q6+KEH7`!PiU05jYU
zVsnsoRY<GS37kN3nxmMhr|i$K8!oG$G~hEszz_BkwO)JI#ewUG!kr8W^rZ(o5_n0H
zV$epSYP3~G^KwL8IW-w94mzH9k>kA^c3u4EpRPK;h}q+s+EYkvAUU*-RFEd0IDsqs
z<YR*My1t$svTiSRUab0<J-1YX%Y>mIK`PNY<ET9oWCQ}P5+v_S+^FwsOl|1r!tKR;
z>9XYZ;Cp2PZM<kvZ&d-cL#PST1`qHV)$`JeDueb90{0mhkS*VUtSe>6LPn3)X#Bj~
z)%DUp|BTq~3xP{~OE?&T+kqe^mA^)5h9d;OciOY4CVkaIMIoa*>eYucxJh|oHA-L3
zF1T|4y!Mebg#`t9azClWJ<o;>1FN_>I~S#C6F8b>w7IFPNy3fazKy3Or)K1|gimjX
zypg0;r{Y58PY{8kxwn;yo0)s?v1v}#e&aE^x-vMvX9LAaa1?Y;i<cBXBPxgAQbWUV
zAM+k|mZv-dE#uS|>)*oaPi8u+_f&s-I^5%}^T8j-kU^4Zg(=me?R5%^SFns6k4mab
z34os5hDe{^c@En@4jfSF)Cs#hy}&l63t$uHonEljF8}bqO>6Q8Cw;$~&W956nOpv|
z<*mlwud0R?;R*)71*Uw9{S`z3%Z(Ui-PAC?J>aAL_#%;V0v{W)q_OH<H&s>oz4^!1
zp$B>p)O$xL+x{9#j#h5Cpx|BnBW};h%*^pDK6<`&?0&CZzaA(-W6)ex>nUr~N@VJp
z+?7@ny)hk~VZCkN;^^^PJNE1eCh4}j+)Ghf|2&xqAv!6fuu|>GOof$uqh`i<f`B_C
z!QH2q1$cq5xrhFeZQm`w1i!DiO2Lv0{EAr=m~|AJM-Kg1#{bmX+Dgu*3*7X&Rk?U)
z$!Z0`p_U4SX6%fw9D15(<22jrhr3J{#h_%?(z?d;U7FZIF2%zo(3P7cAlcb7fM-rY
z7m1^kcvG>ZBYieXjN1NZ8D7|4rwG*d`3~Khd%CuM4R$>?qGTX3KExobYqPf^3uDj#
zbL)WGlxRi_u|g|wa8a~(4G+D2#;|eyv9>Y$z2-DMvOU#xYgu@Beo7Rk378iCxLT2&
zF$t%S-0fc8-fXg<U;e15s1~qz&%+clKv$e7r*1|Eb=im)SpEv@?3qNuS)=01m;6Ou
zKyuzIKUhzNY7fV)3m6PeFP@TQ@3++*R>4YKW?+$TYzvBui(}el+OBgqIVTN^1Ai>%
z`JvsCK1`T1cP_psbLilG^d^pw*z)b(SGY(=CP8a#959rW2ST@g|DT|21-meP0<$KO
zHMzFnKTw*<1qKHK>FG9eTVOSWG4QBKKdIzV1>Mv;>otXjoNe;C1BmaV?@}bv<l?X7
z-w*^9fGy~V{%>DW41R=$Ha+vUtSo%@?px9IX9Z^2Hrej@%{~Ff!GJZkG3uTBn*^Wk
zkg>)3SlM+So&e^Jw*QiS{$bx0zgP!5^{R=KZFA?Eu&?A!<40UADOa2242_KufAlev
zabVD;!H8@~I+PW3%xTHs{gZ{cfbuDvUs#)^7b5uuNrztUB}~QdK*^c$Q&`J6X;MeC
z#PjE)bDa$v0~RwiZelW*3Dd}SpTAiy-yK{xFC75Z^&|1&$QU1%sS29+Cg-DShgXJE
z;5s=oJPb9_cJt8$RT&%z6f2sNyz~F)ic0m7K(O0OkjqRz<d7Yh3AGR7vTN5=+WMeJ
z#@~>oc>b%zKM0ilc)!OK#8mH)oyd-vF@_k2pK0v>UGsTxo+T}HQk2Jwa}ZM;Y+{LC
zDCb>O23Ns=CrBo<zhD^~0AAo5@jP(mtvWs>hMI~>B0|2%$#Rf^#>iEVZ4?&~_rd%P
zpAX%toJe_n%JIrM5-nB<5fN3~vfnx(;t<*d`eTeNs;WluGE<nkF)``kYb}hDLw577
zX|_U|FvI!};h|dV*6Ys<{YedQR5YQN34uTq#xVJ)Ba;w3DRWjnF}#7$oVfrD3NL|O
ziuW__16eH`m)j2?er4<xCX+6<Flt9D$-K=MmWDH$X`OwUojDykFk9R0;~|xf9a%Fy
z4pX{7I|_f)sO+18oe}&W;n^1~@Z)sbO?yLUs|JfH*eo}C-&$HiSBD2)7G=)XClqLB
zm^tOgXei%;qeB8#Rav<+Z}qsLkrnYaZNIku4Yos#rk+dxaM8?}TYkCENQi2v$ZmC8
zDl)E5RC+5qD){d-kAhS~erh{)YW|NNbqQK6jh6i6^eb0>AQkXR8PTduCWH&ArcHuR
zvoCT-m>X$ZdgiZ=;bS7?O}|{wn!WOUlJ1z<-MW2OT>5i@;?9ht19r&84X>QJzT4O5
z$4~BzskTh%bUr5}W=F?%^|}w-x}CG%D>=IMsOmVY4o|+6-M&A)s=BP8dW6CF!fEX{
z{utd9SpIEO$*0PNkm*n@gZ580aea2=;I!ScxjhAcH`eDG#c>`5A!!1z0X+@X_U9F=
zgM*$8yKD9Jyhg8HkR>ZKZE}4XI-r`*w5dy&lJe-qUyKw9JBjXI4EeO~>ZMCU$^OLd
zxEbS~6w4V7g2nFfna~D8`{!JFBh(P77To>BK+XNdIbrpPfXOHuGhA%eejWDW_*Fs{
zAnHKD2W0i{*IuD<K$N7Y?myU@xe6MmwNR@((kaJhn#5P(D%%>rICb`pn{Sc$tlGH>
zEhNK3!@6W5T3m}aK6=d5MOgwT{;{4<0(zznfAQCMkPgNQle6L{A76W=m??U!JL&TF
zkN#9slWt(=PN@s~h!7cKxfwR#t7NaX;BkG$vAUw-<h17mVHT}6Gd69$ZcYDafnPyw
zfuj^1F|7U`zk0QB(__Kvi4iHh6_V`X;N8(aRaT}seW~^3^AbgaHmFb=@D17T&QN_I
zlo>M>ID<L)@BbH@9A-l{a(W>wIVlvn*ZeM27w#<#5Yi^QK0(;n$1`L%Zxgl3;SXzn
z@IA3x{<Q8V>GH`eek(JCQLC%mt_uw-hYZ*`LL%+fGqVSMsQ>Z)QY~+sUl3btftkUw
z=iR$^R~*lLPkx8~p92e8-aE{7#R@bt356fiew|MNDH=H9*8VAZFR$r{V-|-04;W>q
zB!I{g#@&DTQ}&SWqW`LyUcHBJ(g+c@SLY&KTwb^SuwR6semzI)dl>GGX+hq#_tMtR
z*^BF<3O?+;y!hg(Iaptjs%WWVjYf?Rq>c7XZk}+WU}J@ToWaK{v#WMzCI}lXgpuQ#
z8MTM$K9JuZ`*#yH=dK&wg+C+jpC~8lV__jLvIs^Y5iF8JzAo2JQzUBF-dH4RFGc|^
zmZ1BV^!dO4!R7@ua*qW&HMnZw^iwBSf~~S#t{&PxHKyM3Z(1Gxko&dSOOzD<-+bf$
h$DiQ;7k{u;%izknX_A-<PoW<>Y2tLNGcxBb{|h)-@9qEq

literal 0
HcmV?d00001

diff --git a/sips/sip-021/figure-3.png b/sips/sip-021/figure-3.png
new file mode 100644
index 0000000000000000000000000000000000000000..983e819e56b88a331ba9ac78e9864864a5363ffc
GIT binary patch
literal 18893
zcmd74by!y2`Yt*_N~Bam2@#7FkZuqZ6p>UwT99t(2Bp)WI|Nj^r7;lc?gr_X?mo}U
zx7I%UoU`|J?Y(~IT-WiB^{#KuImR6Ej3@5<o&?CtN)h5y;v)z``1sKSMFcrlhai~L
zc$jddR8*b?e$Ls5KYoUXhc`SaH-RA6k;f12KXZ&njXG&O+nzdIZ_j7D88^ZD=24Sf
zV+of-_v<g&#m`!}l&XAZeLbhfo<A6QBu~|NyE<C4q^G!LbW82UV$@RXg%#g#o`je`
z*lR`q8Y=r!8|=3b<jwtTaGQ_WkKbGwxj1%BWX|T9bF~(X0AZjJ9K=BXA5(EJ9QYwk
z7CQ$&`0~l<tJn-3@V}mzq(<-~hJnuoKgkF-CH%;HViLj+gV=x8Y~s2gqC+H*uu_*O
z>{oNVV<P!G;mCE+`qTPrtF_%tm)s{&_6dT5d~5x*h-abv!nX6^)uy2QeD)k=)3%#m
zdrd+l_1bQ#WiYGcvc&V`boFM@$R&KWS&EdC4MjcZdR0-8xVt_`bLn-pWJsq{W*<J@
zy97K0S^9aKVYAbu<niOjvqHL#j^Fr+4P$aOYJ@lioF~4&&0*D!On4}g7awoXpUYio
zzuXYZt!HCH-xB+rnO)wV0YS0}Y?5C#+X{^SU{o?{_t-s(U|yvW`ewD*^X3ia;0pxF
z=O8s2C|u<=|7tsfzg(``u3fIUyfJgE?Mf#I15ozGBvjw&-dRp)ON>bP@!C$n<0MnF
z@>M2+)HTUN*Q^Hm*y9zq1$|~<Hhs4@#|H2bPr`{i;sb>)_V(Ax%L|oMS;MNT#+Ub0
zxPou8pxko$vY(86?ro!N#kaY35xJHs_A`<U|7C-Ch+Ib3(uL<tgN!;ii-+Prg^#y5
z{aWi_niZl(gnrc1|1a)oelSf_b@KJjj8<*l+1bD%!}`v&srBb;2U{0eS#R8ZiW;|U
z^Gw&DT!+b%ks5`&uvJ}G&Sg1CzbW;L%F@3%D(EEo-E}4va?^e_BZ-nVM+6zb$LCr*
z)qmxWLZyzYWHT^5BY7GZ$Zh(d(q2&y46peIwb8`s1!4*>uZOiqN5674#ql~zb3Q9S
zwdX((o%;+OV%8fQziQkb*0M1;P7NozDQBzGcXd5bi&d@FDmK~9RMGa(bUifh%xVY?
z*x!6uALvm<d4)mb_*uLVV^`O&avR;_gId{oA_7tvpUoUJ+}ly_%o$G7va=`uNFOxa
z@K7yw;G05EmSKkn8`wE_hE;Uq{^p#%R9*M8ueUHU1Knw_FyIiAi~DO<{%Vb@udTH)
zEYJ_KvSvKc6Z4!ORN7i*<}o7?_y7L3J~N5D+V->t509i>gt@|=tTi?uo?0P2aBmV<
z;frEtmW9O)hDTK=6^{Eesm$YqRDsnlK4I;&f*$+&_Y8tnzscj#J!2}cPMaS)4pR}d
zCv9u{ElA<{*z9<*?;w0@_$qO{CThrb&3!egS4e1|2dnPD3VVpUtGj!yHI7~oJMqrF
zf_W2bm{7Gk7M8z+--FYW`r5%x1r}{q4UJy`ms73v6pAti3Lo<E;e|+kD?d;7>$8G5
z-uj^7kH*K}DuX)Y*C)LGG+%xii%0jM);(46w)Ji<>;~M5<*wh~oEqZpta0l+;ijCN
zzL~3ed3h*+>G`iheQ~^t6!b^OJ|w9sd8s>9#veZ`NMK<H^gNqfH0kO-cZI>^?;wWd
z(JE>IHQ~Inv-36Vj@Eq7(cBgl@vAvZq@JPUj>GC$^<a@<?RKAf;ajotjHmVf7wc<#
zYN|iKP{O0TBTIU^>oK+X{GRJK67jt~|0u0X;&`~Ybl&qr&t(!>hDyn(c=368J3j^N
zt$Lg~_71E6Y6vPDC*R*swa`?^ij3xXh)4J4&4cDhalCtmp?fDT?-N-igGtnKtX^NL
zc7}z>%EPC7pp|%q>ybv~9aasJpT03GT!`=C>Pd@!fJ)`=)~G{qebw!D*Au(6`YdtQ
z_~sb$dbv47l@`C)cxGm%H9@e<ZmEw(&^|l?TaHurK_`v({rjn=Dg|zpR$yy)0`9*J
zbh3H$sM9h-=Az4vzp%@%Snh{GlDtOOy-6rTNW{V1?#PiJ?gmvl)T?L*NYTD!t09Sr
zfg@2{t6C;|v=hho`av)ieSG{$@n(L0YJ%lBD{2`Q-QA7O`?IDx9$i}!+fV?>)Ru8d
zFXg5gB3a_(=1X$JL@l|xdT}zcZ2SwgM!WfVZl$6PhS&@F<fotW^Q}5lANFRctd3Te
zp;#Dv;&|)pgQlh)T2H<isL|Y7xQTzkhvWuVaWt=Jtd&N3ARZpWf!)G~Z;l1?89%+T
zIy1utYHN+?b91L6RDP|DPA!-DkW6*mULUd1t;c^K@w_-mGUV4t`BYY(H;G3}*3R~^
z-rT|hyx@Htvp0!-{c)>XUD%J8<u@{MP{LiQ?l*TEco*@v7V&oqZ(xYUSnv9tzpGuN
zk=adnmE(auNqE59xAI@SNq&r0N2}y%-931kBr-K|pU&ILmelz;DH64}B3NLT1^=}?
z90WG<^5u{3_X)1C)a;4l(SbkkKCe43-<j%TG_K|C6EIZru*@RWq*v7b+C{p)Y{rA?
zpeG70?zUT=o}xU;IZRd6A$!`ySEA$|N+kt`hFJ!j&QJN+@P9PyjU+pdGzBwvWNget
zX=kLThfs1ijU_HIE5lxNrbu+=ogCLkX_J%9uhz27wpKb&Xs*+6O7aQd)BReTyuqtN
zEy|kcBKs_dsjItwv{JY6()$=j9`j4I?hLsa7sdUngy_6gizNTf1YD+nP#-wuNBclS
zLqUO+g_QW3zqUK0+QIZ&VsEv(-XwW7Os`-6is76p>GvklJ+z0Fu(?d@cFUWDh)B0B
zKDF4BfL=CUe(S`eUc*1(L*KOBIPuNnr=;f*89(NZI|Ux6CvJy3u!^HIo$XUE_cLV4
zlrm53rhBt=S4MQlTsJfPL*PoFRyFuiIDegm>G?&MYfo9-_aDyN>JIbVGkSN0U5v||
zsV)9u2vty>n1U)pBrBP?|4j44@tRcKht?aP;IyILA7vK=M~iXrq@NiIbbX9^r8T}?
zmrY=*$n5xjA2oQ>o8<JQ?251&ml?y28^0=7@o{k{7Z^D>ypxg|+lba4eEISvh=Psv
z_%Mp)8;3_<df9=BtlHHLBWW%~^<u6Vm9~k=;#`u)H8Qf9g#|{z3r&l&PpuD%RZC@x
zO>SF^GMxx_X9W1;S#M^n?NUJSvK1(>&zbL(n70L=VEY*+>aZGkuw5T#88}n|-Y!*+
zcD<EX9IwEo44(Rw5g15Tzmyk5p+&;aKQ$c|M4m)0o~^-%LqHP6dR|ntGdBV3Zrt^z
zfZZinAa4>Ur>XR)UuEOqSJI_#u*p>&mp*#Ry>E<hGCSXy_9T+!DzAkG<9Je1URa!a
z!Gg`TAQc}zzK%o;)!Q(e!TKNy3N|evi;-_%pJz3-z3F;Ut(L8&`PD)B%SQj*%~^E3
z%TW_gzjXDghZ=5LvY1Rf1Ng}jlk<Xt)~7X(<W9Q>mWS(imSGbnC+W7Ft!JbaHr-#f
zQWhA5fLG<?^RIL`RkfN<8F#-tS`i=};T@;mIS@ki<S>cgO5@~DzbH0s5%;6Lp^_(p
z5&X*<ZPnRtcn_aV4RIn%550IYf`fz0ZRUusa@^wMQ?)0L4$@*{)nZv7jAD)0T3jA}
zXv35Ecd})H-l<FJ5=Qsoq#v!wA*yJ8eqOD_B*H!1FVn53xQ>UWe2&bMEKQ6mL^&%Y
zC};_Sz~*eLz99zEEnqcKH&kLuFB2`lIeFPfy0v+@V7!irOz2xBr6-vlQL**kxw&@m
zyH1<4niaP16R;5(Q-~u;9w$yRGQnLtEZzgPhZfUy5;met>-3z6&fqspb1dg-k$d+F
z6w{^M4z~Vj)1Rvu$73GLWvm!cJ5DB#KPEzCF5rmWXU*-*j<8eV7hlX)D`BFiH~jnO
zJrns9woZ4c<#>(xaB1U5`ojpj)?ef~LcFWSx+BjJ9Rrz3_MXVQ>TU7-oCYmdaB)w#
zG3z4DM=Q36Eo-?y37_*cPZp#43t6b3!wM{+t=&w+`^Z1C{^IT|Yp;BmA`-ON1hKP!
zW;~6vUmX+HZz9#!)`pBzj04|xFoDlnw>6gg{rmT0W7!R_QiSj?tgf^Fp|6~qnp%&l
z&-9wg)~-E)zLhd$CYxyxJbc?2%^Fw!d-tq+J}ZEqkAm1lDxdP>MQ)_<;0x_>#K8g5
z#s!hnqfKr1ef_RakA*bJ(79z){qk_x^z<|?A?33?EqGS`!<>M_m}X`uiZs&HLB7L=
zM&OSuMo_6iYwYRqs>i*1_pV*LR#=31rcc!H)~}4$(o#_LSG(-OiPY*8D^a7lcFiL7
znVdi>q~cyfJ1f;QOL@fmhh-J6FYL*KZ2pX&8kCrrk2^`(lc+LOYt@?ce!W1!`s>%P
zZ{_8Uq2~~CZ_FGSclVPjr%g(3lb#%P-gG@~$`HmIDOfu@J86b3(flvpkh~!}{w8s9
zlBHG}93wJ1mWcZ!<%)ClNw=J6we$8Oq(GYA-Xq9KFlLUYR-Sf+?U$%1mD7`BeZ%|4
zy#xfo0YU0~c8e!jDuO2mrU~k0uCHIe^7}9wnzh8QJudwHJ8zasSPV~&!SYby<?ojk
zwh!b)_W$<fs9(M#V`Xn2NrQ{95Mir%d7K`O$Hc^Rc6JJ}*H`ppKR0d5Ou9BuYQDR(
zoTP6s#>nE@C0M<=`LQpLcg-sE_-NLC-fH|tKlW}xQP$+b;Nncw@YekI5<}7~h|rB6
zZtt#)Qi-|?Enh_f^#jJI?{@Q!yMBy~6)+#-l9G}de32YoUF~+LqHTV<n032qt{<{u
zVW&bbTmhAWsUP;slEjof$u17(9I&I4WHX=0$h0&!2l@L?n9?9Z=d-NBo5Dm-zJWP^
z{>-rQso<qydm>?led{~nPfjlFOC6I*$A{gCFGKM0@yS^=RORK_?NO@W1j0R;JLDV=
zwiY6oRb->tQ*`SC3ybQ!+h_#)Mm#ay>YJHslrrfoYe)A&c!Q(y*~5;Gj<7F~^9c%u
zUAdQP*6q?`vI}L3B(d_;#qv}PF(UjeC5=k^yL5CffB9cLIXQveirX~5b?o-#6oyo<
zOx~;1Yw*ge9YZabg~Z{rzpbjOf=u1T(UE{wWTY)OSTv@`DDo;V8KTO9Z~J&<tXj~p
zE#6_wDbxM<0NvNhNcqR4D3upkcYh9S;gcEIE%xL|h0VQCx~j~;#>OThGS=VkFp&Rp
zgpLqNzwhOq8Xq6eZ!>EP?I5#*9{#o^2vUS6X!?3xU0LB2v|BvxdSX82F+TqVQEF~&
zO%QgmhfHA1<J1kkJeRO59I>%s#w?%J%T}^(=ME!r)+?yNi6>Fvp%v4!Je&0t+RGg&
zKi4KR9$`oK93Sq&%4<S7>U9pcD-k1kOVuY0tXC_o^IJs)5jCGYIN8SXo*sezJZ8!d
z3sW5E4opTXn&&(3NMlEbDrY6Ya5>wBIE^~4!w49}y;y%&*ezL%Rq^Zo!mIfbei<t9
zsqLlv4lCjAe}oO^Ua-{+tnANKN=e4DUeUP$W){b9WAM|LaQx+z2*M!cb&>@M?a|R@
zyU>GVjdIuh!X&NL*d*<yUDJekT|qmO&SK;C=qn#_&dJa*GcReM9;g%<v>xm%GYeio
zRBz*NC867bZw(9#RLtsyC3I~|6jq;G8C9&=uSwI>Xb2@ta@)zd$|)0z&+b#{u-X=V
zFAWwO97iO$^K3Hg17cW|r?Rr4{{CxlViK?o>{eQ0CN}4uY_@6O`tj2U^cZ(s=i=$>
z`GTZXLet=@oC2`3MTT<VHR}Qul7mLRS?hg&gH7wYc3(`)6UD+_W|Jw~yT4qPS#!62
zOr*x`kdlsW^>;%Y9hr{C)vH%&-L@1UB)DwN)1jxq8(DB!+&?=z``fo~@GOr>&m-7~
z;nmtxce$(__f@S%%jUAOr19JY?a_)=HjO`{>G=Y+$2-H>FN&OZQ2SFsY)x&Lh;kU_
z-PblYb1gC5(2M=@P-7eBc`zsy^-QIO?b}tEb!`?e<9HS)Ch{K!8MWubE^8-on<_&<
z6SSSb4kH<Ov!Ru2C!i@VF0P|9L1kG5!~4tUu%fXRLUp_9ex~AGlhL6R*#u&8w$dWK
zzRTGya54?r6G!v3YkACv{=gu3Qme|m{{DUC;&S-?Ep9Urrg2-Mz;kdINn0i<(k0)X
zXT3>Ie*YwDXm~h|^NP;5CsC~Rzkd^5VfWl2KqQ~#Uf4R=Udq#~<azz~5i4_~I{4Nf
zJ{RoJ+12w1>CL0fq2%OF%8<7bPN&v{*=;@-DB%6aV=k*DW`m0M<VZf_Oc~$GV9^}J
zsEZdbwzaht7Kz20_UAf%enz&jadPrO%U>>zw;d0kGOKg#8I5W}kzxDqh6X<$pAw@^
zadZ#dGsR-G!p>Wwr~7iYw#9yaekhiA3nS$=cCTLtx-EeH<>KIm^&7=&YP7`Tvv(|X
zXF_?*>$<mg=V|QO8azs8vtGw|LQYPe(QDG`Dqo_O(`nSi(|6>R!<_Su^qYgpVjR8f
zk-nbv^l#DrY^Uzg>a|8wi}0-OL%yYhTcT}?vWFe{UV}qjA}_}ndQ2!n44ejk`}z>}
znb?HHWxiT5Y0!^-u1{rZM~ibcv)?$zAe}!9PxT^mV&9iulaC)hw77Pxt*vo{aeL@2
zNi!1=#TVM=bSWr|R&ehRU!p!W9$52u{<Q@Pu;YpQ=k+8Gx0Rf~NoB8WiO6R4X7H*S
zglk6ht*1y1Ldx`1+Uel3O)#@iv2;v>f$3%|^}xGgHS^r(=_Q54Z|xGa>SiOl8L2%<
zZZve>lgQa=Z*g^<&N$d6?$73b*`D}em=i#cGKLO@+P1?ztdVL{ZPh)a=2GYF9b6pQ
zk?P^JZ^QV2)L>y#&J02f6ezP4J(v!im{@)DR?mKQr-^&%fdoJ`nrA&IXYUzd&sX2S
zuP!dG3wO&sv@Mw6?&LrHABeDY;9_F-@fwj78HQ=wm!jkW4(n1#R*+54>J1f0kdti-
zJ2^3>;!XT!C^s|i5k&*Isw&`-O<(*jCwqKR(0g8F(CM<PT<IWZe*-$EfsQlVl(QYj
zJMWc03|e>D?K|3(wg<%PcK#IZ7sQuub;%`1+$X?g2WzYv?Ua!GI~rb+{ONYD14qhM
z*Y#2Gtn^!E=!V>E@P;6uw)xTkgZ_3n?JLi27A5`rs=~2<<Gg$4Sm#sw)UKxHyCeI{
z2~Q|qS1}9lc#PfrmiUlfPB7^siNn6%xtMZ(AG^hhZMQP%)sCh@31NkoDee)o2fih|
zd0K7HRq`#z2j_mSpG0H{G`2nepjUg8==^uLs_Ms(-N;b&{PO(g4+--D8=KqB<eH<!
zA~%mE6a6wJqE^VH9`tPOScfNE$bX6++^2qu#6hlugUK2D(A?16F{j;J!HUDa)uJEt
zpVLrAa=SmhvhQ2c)b0<zW$KMD;<)g7W$A$6^M`jD{f&*63@Z~J_3jusJj<gv#!+71
zupc<tUd}(E_c*ZZi~nW#N{V@`qvNA?ZslOcTb0`T&n-2Y54jeG0D)RQHK&vxer{i^
zJJQ})y}J`YGi;H?JWyFNWH{nVB0p@m9YwgvtJoZ>9Q;GvZCpih*VQ4@rYtZ)Yp2|n
z&QRfKCL}4-^3<|O`Z>!%5`$+%;jdMEB)flRl|oCjs!DCs%UqAOB=n%99(OzoMSW71
zVQDc-HrSaswUTh;pmmz0#b$ppfcjfP(Kc?vX{1_Wm*sJ&A`^=;s*mG4&}efTjjVoZ
z;6Y6-ENs;f);i>{BP(06(;OE0?ap+r<*IA>ia`>_bDmY>OWfQ#DH$t^Y*Zr^`#L6n
zod!DtDTEhMq2^`uEqGN{naeR-ecEQG;U~jyMT8Y?R+eB@ejkL#xztp0y2`Y&m2wBh
zQsz58e>4^N?ul`EfzsWr?hC4dfSl`9>`ZeQhMCxDtM6G2N%|~4eN)-6c<t5r(YPdf
zCe3!dt0QemLPhr7b3)!Ethx5<kK3_u%5ycHB+v`n%*2<!yAq_y%wwWxd%x%V{q673
zvEu$oCvmsA)z(YhBj~)ZaHjO7-PNp6$yOOZZg?9Rt$bLyB5K-|<nrC-=r4kc8$pr^
ztDcs2oTuG7T=er&|MFldqeS|pw6r5ybEm_ECNRJkvwj%)7&4QH4%fktH<Wiz7e4JM
z4W8cH>>AC>B@y4P>!SU566U*TeXm5zy<{rwF2Hs}-*a(y)TTHluO$-o7Y@(;Jz6j^
zQa11+`O(mSDYLpwTaEX%v{-~mTUaS6`C>`!lIt<cJ@flsBCk#Av<*y!l-i%-z0WE6
z#oWPs+CA~RM5wmOqowap^WB!_yV*wXX>sasfRMNn($x07cKLIyS=E7FA<2(Qd%>##
zq(+0ki}b158_MGOW8AE?4dRHj3U5TT)c3a4Z-*t_(Bg~Y<lb<d`6@f=av&}9{7u7f
z5sB{9yp0O$%<sGSkrA0#T4O|E+AI{}^R@>Ou}efmUzN>;lenaFzxJN;RSP7z_jGi}
zI9$LX%woNFN#`d}A~KSBqKB>COMX!*rXqis^FvTvP4SO<YxcWN%gYDbW!Z}-XXfS%
z4Gi$<3JVLb2|2z?N=k}|xb6L?rKP34-D7Ry`%h5=eSP7R2ASK$e}wFW4ntTQHeO%g
zb>B6^CVpF!@8|1F$x+3He_>nCH{nHst6tr^uM$5@uM}oM3h3<Qbe>K~SU4d*o|=Y6
zSXh|$bUICihK2?%T&p>-(p#9BA@lV~94XseDgKsBdBW<8#q-mTPE=d;(|EvLDh|nq
z`?Z5*ALxuRgaTSHt6xH1N5vCvZkDH29ZZ$6)v`8P@1M<_lV4ib7oi+2yq2eaGw+(3
zV$ObDh45v9k%*X&N&GR#CVpw5vi91`Ce&NODa?Za#C`JqFt@UzRqbr2pwURhXQgAj
z<FPC2o)>j0r_BJTt1G`C#q`0aPoKigbrw!V1LN$i?KVOt(@alH-Dx6TF8#PoPaoAG
zRa8_2i3uygQksv?fmd~?N7?qyr<fAa;4O~>&r2}}Kd*a7^Btff39nu@zzR*G*3nTz
z<Zcv+?Jo8<zq_U}yJ3Ev)79bL4G5vxck}Ji$#AgTH5h*yY9353rrdrW>)q#avvKWh
zEN3~1E=ttnE<=Zh!{^5d6_TpB&b?os`>uY%G8L&_AKtDyb=}OKTplEVt+_m>X*}HN
zGW$lrceND?xb}8Ay!ADYCwW`6zIIvNwZqOXKZ5HDE}IG;kILyS693EzK8i@v@W?5n
zUB1fBs0`=nQd#>7iFnV7&|`a&`r_IpccJKQ<x?g}<8}k9MaR;jAkEAuw^z7~5yhMQ
z{JVCeEOx0o<I6|0r4?_gC;Jmyr&}7$5@g4x?etIMkz`VvWQ^#*EC<gZ!>5Ccq=&~^
z_X$1b4njusaT#+?-e%daD0kMClNcy{2~_H8dN-$)-=V&K()Rs+@3$A&hK5Vu#z;v~
zvBey}bXRS$%y6(NJs-o+%I)VG3zfnj_Aa(Hbg4DUrifW-mc^E6*a}ovSCfSs@$w$_
zEmt!+4m1-fswHLb`=RjgpRHLLjgB?{{Aju2Y5bx=^b3Y+!UaK5f!L9|b1M%A?~@AJ
za2%F|O3k%b+!B0bOt@l`YCVw>yoFo%HoWO%)PV~3TI}Kb-uSVLs|n6I)161I)u`*~
zh5CAufY8J~RME%9Frz+wgspRFaDjd`!%cf{q6T$6@Yr3>LC4adgtAS}BTL_CK-Juk
zK0f<Zs8?B-1ULaNI}P+o-1PGhb-PiSFVE&prZJKCZ1Brd+`QNl0yR_OIwb{I!Uv=M
zqC_hq!-HwD&?&cBsz_vClcqVh4S_D9)|a7pwc?GDs>}csDZbg!${;TBmaJ^w`sznn
zwnNqC<xif^)5OlPpQm>aeaT%mc^ptwl;D9-tjYgnBbLWPzEc~aNw$msCF0bROteWo
zM;Y?jxYK0cU~ZeU+>ikEmvksE>EchJV}DkCkD;R8gs}$x%CF3{v?h=Se#nZm{*cvc
zF`4o_xRCiaE;lMK#p&F~zE3?Syyt$abuVC>B}(V@H@6{wY*7RELL@njyFLN50<{N_
zoQM*i{1`VNjM}yC*4EYzD<fz;>@4HDK2&Nxoc<&VY918I49$3Yro$2dS=7Xw$7RxE
z1Vu6NHKBKB&vW5($=~AQDh5m~i2N=S3ky&n&<!hGevq!{<KwenTLDGKSuZoGV&^>a
z%gSg0!~sC6KS!PZEG?5KHJXr%Pe{0V^CmH^$kB4yIJ#&;ST15y?lA*=L_<>z#hrv7
z(b>=eW}#&8&C9cV_3H0pZ&nzsDC=1-ETl%sj@+hw)WXiTy1Ke*YOyF_;OpMVCwtL5
z&&C-3`0-<Edb+#28x1fbk#8^w!#^2!XIR!A+nbr085m@oJ$?fo&z$c_k!T2|nVy;g
zFpCY{`@1kqLLtreL}3YW@!59p^-2F+4u)QuJTcCJuZHA)%efleiP#;OJrh%e$==!|
zKR-XSa`xF;{dwSpBi;P{dkZUL?7y`DFI%GT&9x_u=f8Y=){+vRE7>zB=*hEZJrD-$
zS4IHLhPS`PBxIPLoV;f}^((LDU@<ev{R4WL9|1K_y1BUt0MSt(8MADn(AnecyzqYV
z5|ds^{?~s~9|o~%!l{IA*qPzF<mq06C{$(DdwYAq!35|+S@+j3JVV12Md6wLtp&M}
zpIZw!gt#*8_wAvE7Tz7PL1P23uv-h=!a_pQqU@;S-4cHOj0?&vC6$#1gB(A1FYl~W
z4!yzrxvS)CVrUq0Pnnp2N=P*>&UDY6R3WREG9<%H?<WpH$D-};RwWJzS-Sz3RpZT#
zV5pc(TwGcgd-bWP&PuY7xVbMqtgNv!&CNW@KNjq)I$U>NypU{*qrWD^ZcklT2uZ?Q
zKxO!unVDHxEjIo(va+(KQ>V8!K7LWz_v!lyYq7Ry8cIrCUT1bq@=0Qxsb;2TR`-j}
zFMYE!FO<}B`kF)tlx>|`)weJh89F>u02+*lh$zwd{$_o;0mKLn_=q=&c=&#K4p1Lo
zltL)6**Rv#&PlGpl9g9fu)Zkt#&tXAiPfD+ag5mlMs&qXIvt;wxV@=KO|$Q63`iN`
zcyi_`bjV4K>i8gdgB`gn_I!C7$8%=AGXBscBrZ-Jb~sVkWoKpdtTbUKvv9-=ZftHg
z{o#F{Sf#{tsQ3$t57Du2NfYCTT@KEEJ<~MZ5Ed2`L?vjC0-)!nAQ2Kxalt5=S_dCj
z$JNWr>!u{|$X1h3_`gD1xTK^Pj!f$Pw>al;2%<R++j7*)&aVFkGn7exo}~<hbhNNb
z>3-4`0t7fAOu}e+fIifVjqU+<CX{G?0rAWMtw=_1rd$%>uD5R8nzt1=JIEJd7d}#P
zyz+;LA(=LLe;oLJ1fNUiwY|OlO{q}8X$_>M1Hqtmf*iwnTY~J8F>I`$MECcPzNhD#
znK{RtS9JqD{+6wUhqd?S-gK~t5N?8ZFqm3d0TPGX?Z8$}?hM3vbxji|qvwbHJ)d*z
zw6wHIpFe*tG3{?60{_qy%G}}k0w!XP8YlqN`~B;!jt+Uo2JZOnI~0B7iN$yH?YuBZ
zgJ5Fn2?BPnXoeUZ?nxUXeQ_FBNX9B;xs9LvT*N%bK(53GF8u$lgn>;*5N3M)b>nb7
zv^Yj*M%9&aww{y-?e71rlR>xiTo;OciZK8l4^G%M1G+TyhQLGrD=He*-_V^ZKY5a`
zlQmj%bESQ2AyrQ*MKNN_^kD0QZ<J8!z@$<pIoi}<vREecnH}!OEpGC>ywfPDOimle
zlIm*fo#}ao$>Pe&C^xhFUgdHn5`(pjpJ}LD5=xVkQF^1Jw_UGL(=?0pwY808s$?=x
z{~1tyA7$9X;#se7rn*7G`@Se;Ub=KiGK7-s(xn@M7v$~f<r0tfro$RSs3@qZSp+Wx
z-@PN*lE8dTh+zS^G~soVb#N6)VG2L2>R8|$MWjgl<oT450q5h^jT<)@7yu_j<bS(U
zZmwWtP0h_wkdlVKdq+Y_3bYNqAd$QzSZS_8+Hdeqi~V`4%gcAc9MDRmY+@S9(iG_k
zCfL`fGBRcZ`6-#1nQ#>3)!;xeb*8+e0#0mpZZ0Z1dJk39?(FFJ2PlGc&^Be0p_{^i
z77-Bvw$Ngz*w_c3>{SDXXC{O%<zOPhVfiA1r^Liz5Zri7`($#Io1v-PeP~LBZmOK4
zW?^9g&I(AS6&#jCLc{<)qHA!E?)vq*#zy18LjAjH#a5hMHXcYFDa`wBGR(UtS97?n
z&7wY#tX+6FJ}WB=JzOC;4>#vK@(BTuWMpB{0C&9EF1k83g*JRraOeX>0$gSiR#sM8
zT4S-?rfQ{T3n&x|+&m(~rp#xwH5%{*0N11hXt4gS6b#kt(4i^1LpnM-kW3u6dz^F^
z>OY~UrysONCWv8maL}s*%bE24{W_4-rDlU&ot+By)Chwvy&!^o#5;ffD!0iqaq%Cp
z-QWwFav}IbWJQD578bd1Ugf=ETr4oIpAge9&z%GOH6bbr9i{PLmCVqq^s*!QKE!YT
zu&_*tbNN{C+TZZnbI+K14_9kfmzD%A$EuFdIxi&L0dDU6>t_DTpAaJ<)XDkbT&I8t
zP61QF_$Nl@=H{M1e_kL#7KS>5zQ=~X2fk!-auNt0T92c9G?bp`_)ZOGhBGic?6EiL
zCy>C($oM5cUmo4+{XdybUAAn3K*YOu>?S>*-@SXsK|oB!@xbM@rc)_GY<VU3MQO|0
zu{R;j*VZ;3SJA-FXpNcD?Bu1k(zv)g{DbjQEO9_o0I`tOyGSguCzh_rNOSEhE<L@N
zjrIHB*130W5EYTxop}M<L4o3(ljHCb)2A0vkHrtSIh)*z2L}ygSqX?Ns||;H{_*`(
zw6v#<^hpF%JTk_9eI_N!yDt$P{^%bV;ZiL#o`hDmw$!{9BjB4wj<=NDWAW?aLHWf0
z(9f3;Sfy(a*CA0-$<=_k?)e%vCtMrs0x>k411`0=xEO9Ww_zq%ft#M8q@m=gtFON;
zAaKwU!)e+ol5<sTAAEh2And0nL>yaNTcF7)&@#0P$gq?bj+meCUHPou%K&(Sx$szw
zFu)BexN#i|`brV^!3S#3kBDZd%Bcv9!|W<HrPxJuXMTQCKqLW_4T<6%XcPC)3ug@%
zeFr!-xD!ev2rMZ&EgOabtkI*#48A)$IvSX!WgwNoIq*OroXA6ObWKgo$2(8qw04hG
zyFhZLV+sX$;C)yEK>dRP0tUf$cE>%?30E8(b9o_nk=RUA1gIPK_UDpl1#HpIrWB6U
zL;$)!@Ei&3FMmL8=y9+>4*_cc51-5PLkCzXn8iiNCLxvr<@pfZ3N(%rjObQCIzfDu
zla&>*M@7SIv#()O)^($;7tX=W8#jRM``FX-47yW=^vYAwsV4=hmL^sP1|tYR;BO*n
zusrQ--q9eQy^aGZq6hOgH)#d9xO$FoxyiGLEM4BbeJd4qO<3<Y!Qg#F^&W%^Y(Vor
zQS;uuUB8y_hpEulJJU5z9LUO7Qi#qdm<R-s|5SVlehXUvZ%aMVnoWc`&Hgq1a({ca
zl&$r>Hg^rp)_4uP6y+>J$`zE^O3^aPtnFuGs&W>D6}ad60J)RewX|IbXflW&-!f9e
z&;J*C(*JNu|Nm}Qci-Og^(___nXKN}O@EUTwY1LYO@CNHo-j;v5w#p1M#jc?DFR|*
z-nmJ*+H@|%3V!}4;$4dySjZKO3xpU9qG(m`O`Q}vWCr(tnBDw`<ti>(Njy^z+K*C;
zQ6RWpXlsvy53pbCd7Q4;NQ8|9T4N8%v?YnM0i6D)7-(S%EytHoFGjIyq7S&bWi_}g
z5Z_V{mLp>K@Qe9BWoEX=@yglbBkyLRz)(<7Af)7a^z`Xyp?>rGn^KZt*Qz1dy(lth
z48=i!(R&Kqt_u)D?n^mkuW&IC<C?vxpf_*cT;()ybaA-=BFf%Rk3W7@$*a+CCLioP
zd&&PpqlbKQI$SP;f-TYGWM4`hg+f(TS8qF4|9XbV^Nc(&5{J4Ks@boAa{&d1t`}p#
zn}F)9x}nT$tZE;`1TSB{{70sSJ>(t9rk&fp;7f4z2IzlPBSWZoiD(3hA@c^$iY|vq
z)5PMMqO{#(A|ru8WN>kDL04VHp|qk}2fUV}6?Q;8w}U`NMceIpia2(6Iwo@YCBENd
z)OfAOc#T_krksPd^_g5{33_=fE6X|)cj3YXD3_0qk0E+|1}=z_0Fm)#?)V)Q8+!mw
zQR?ACCue7L8J)2`etNPCDu|HaV3wIfHmxeh>E9tIXkH&fmF<6^Hi9N4F1sr*i{HO~
zfdHgBT!NaKT3kYcRvWUVY$EKTXbujJS)eap{dqSrp>sADFoIH0lYuA(f>rre+R^dx
z<;$0!M&TnZo{ZFzX}u;;OoPD;Ryo<6HGpXI4Y)r@M3_w4#r=T*hl%h35C7mhQbzz<
z9qRr4eVe&9^RX%?FdlT}(tWU7d+K(yw+@XU?PH*ci;HvF-<WA>kx{}rhirnj#!D+t
zPDUpC*%!qm5jS+3%ix)squ6R~7eL?gab$F~Io~fz%XtAtFG-Ap%s%kqc?0oc=I`HN
zYJNqqVf2cnb}vM-YC1#N3nIKiNqWzXVEzu@A+X38PQ%~9SEncHY9*0@Y{(V7y}b{2
zS7Eg~6EVVVNR8f73prZNwIzT|2eKNpCg#gu5QqY;`ThG#h!dfqp@q|k=PT0rLP03z
zA@93!^CnbLXd6>%Y;25yf~>4;*Z<;8)bg@^0|v4mZ6_}YYAjh98EVMg7HDa~$x3DQ
z0+%kx$G11?Fh0XWj5zvZYLb^(j)#VY(Q+BdLky7?mHr1%Vtrm9#Rbk|AR3TqI7d*(
z2jBKZCag(~{!ginLwZ<huMyXsKrBSkVW}?%=4p=_STE_<0@fX2xqz(}1Cxcc7&1Rl
zG+3NX47l~1JUlxQDq2np=~3v_4wCRv7R&2r)2!%eZq5RM;n{N<ph9A0&6P_MfzW@}
z-^DB|hBXlD3UYF8CY>J9J9HuW&mlJq3kh-C9d$5nN7inU&UYQm##t&VDM1a=K=~Ol
z>xF#>1jmmM0PJhT2!l%W4+SRClf7v$K9Ee!&d#E9k?3CqdJV9B0{>0{4bfiE?<_ym
zS&&T<Nr3e5<qs?m4-d2<-f}-$Z-8P%^1%ZvY;5%QM?zUCXAMJzy}fu-5=40eU%@={
z)XPGfu@HG_()kY~)h-So@>;Fhls!J!M(^Fny_L$<nv;X2#~<%J&ry30sYN~!={$WC
zY$>OqELa4r+TF9^&9=tvq6Rtto4TvcL_Rr4MP5E1FbGKa0p7_%FWcj6P>!IThJfAI
zsHiA(G5wUGqrPKln=<5gZ?D}%ofrDCbx<OqeFti=2uk3WcP}9Ffp*D31s0<falDqH
zSMI&R%|P;n!J$!x%udw@K}J_>h%lVP-_l+lD3}I`7N{#GyciL)urqm3mCLRLQ0xB`
zF**?doNqwcVmVaI$ix(w#etZ~fe;H)<O}%tzeA|z{;610nP<gLCt(O+!2q1QySt-@
z_I_p-?Irq$hYw+sGr`Kyhz2OWAHvx$fZ0Ndef|1%F<2}1Lh!+WH-bEn@S0F`r65u#
zMruUo{imrZ5QKrlWtM4@A!rM`2|5uifa~7k5FYHVqEo^FO#I?MAi#lDKHOOz2F)N`
zyfT;|=wQ$mKL`s7dMPFJc3hmP7F)8dfL*PttK%JWlsJ3u*47prit3|{=Fv(AkjNos
zQci3gFb^m^-r^ENQilYipad%@D6p*AH^`JtKo28MF*m9}z1IC0YBR}DYGXr{-1c+G
z@JDd)HnS~&LVyJ4ist^^P?sGPzvG$?7*|jVX8yfeun^D{flTNa0^@!3u<kQegX-@s
z7UYJSP_gxVQ9^(40&^f``@f_G;pW+P=_La3T6L+a>(oX+Yhyv}BDp{!QIkwSBfupn
zSZSu${CjlN4Qf=-ADpoDz3Dd9{e56>q?vhOt?V#VqGqnB_`!NJoJB~eszon{`7W(*
zCdc0`OrG|@3&s1jv3Nggl3y7bs&__-%C0I!oJk%8dc%qqyNRZ!ej;@wGY&-P&x7P~
zNY60ue}f?ZyB`ZNyNB~4K@m|=4&ci{X9d_278cf@(6koNy+XWMoSN#&e<@*TXgFvs
z{Td{Cu*lc=Uq8s|?Ss-E+{pG)e-zEvTcXEX-Ecshjt}hE*z)EQT~>0+#$LaE{Q>T&
z<?QUOPlE*O`}gl~x+7`k7{NHuD*df3TPQ_96SIXH?Edbxy5afQ3Yd}iKuq;RhzHe6
zUiFSzcg9m~=Y@0#K#fGtnZW<9bf!t6FS;z3pyNl3Vd9HoqxUFzx$wlqF{p(8{P_dn
zj9)+?<I^YG`Ho2lxDg3U0pPDd)Kvkw2n9vdM|!zXYW_la4itigHe`AE`D<xmBKSl^
zkklNS=2eqly3_@{7#fx>Pc)kP6<}Gl{@Y>P4JbEv(4VGA_|@#s#sQ>UXoFE2fJs;v
z-Iu3Ld-W>1LIUv^=(SMOVWJ{V8?OMVE-Ea1CFK$bN;yblXaE$S{NV#&<S_Uym<Sm1
z*G?le;qQI^G9+xZP!j>P%*4;Xzc%?3R*jgq3Ap?;sW6B%l@Q%UK_^O|<XWiL5DFgc
znxMTIM8d)}GSJSsgTe|<k0{I=Qnn1481zFTZU<<%ursg#Km-6>cIG>$p=T(R#vo9A
zvz`W38@tDeE97YCB2h;M#B!jFQ3YxdszJyf#+~L8AfJFo^?<!BOcSmL&)J?N3iI6u
zXM1pX2pNOp_F^w!Mba`d;WRl{%FD}#OU+#-eJHftwtM~5A*)MEO9NL0lB?Ui>IFPz
z1IhhM0BxbBrZ%jaVL0b7F>4N21k1k%f<2bKYWx5R4PXLg7Nee?p0MS$rzeN7Xo6M~
zo+#UT)mryz5?zozLKr75lZj^k-rU^GA;+e3E}90r&S+zE6BKQO;CdnV5*Zq(ursCm
z1^mJtHkB^}gM)SuQy_;7EB)NN2uK^4qnz$ndTT4Iy#vryX=>7r?^*pW)o&ZV#$%=m
zFOB0e-q@3bV-O*In_2O^#dysqtRsL_gTuq3Ljw@<^qV6`zgbJ@=F<oG`_ID`z#C}I
z6}~)^m6Z)U;6kPWQe~%<l4^j1b*ex8(^LmEiXYxT@&bzx9!vBgfq4pmoD0@h{~?pt
z+qV*+zos334N337fU1g0KOC<Y%3m+_fSe7)zG0Rx3UurL$$@Udh~PAW$11Ef8>w-t
z%<qwVt%LqIF|7^^i3jvVEP5obe5<Y$&B4h_OG|^_hV20l&MFwh0b)B)`kfr_jsv`G
zF_8<4M?1z86%nxw`Y=c~{5XGbLV5sKg&fz`!d|?15q7H3Icf((c81(vHlFW&e7r`w
zG?_$~?-`XIj;_!FVgOC9l%ynOVbXucqtj|xx$Sj_NqM+#eFcm7__6z^3a!PnTRc2G
zw{OoRIE?K#h@QNBq{HcY#hV1^F!%>)ITept^nb^obI1i9HT&GK;b?cD&@0F-{xO89
zuA=sGrw#}ne}8|Y!NM8H=TInuis>IMjhq}D&Rg@=fK$vgM~TM2(e<a3@C}#WfE*Ou
z3~L~>(>Yusme!NajSa{&-DX>2(9gwQ(llUXWYnipJva?hR8+hp6WsyT7Nn?G`6h4i
z^Ot*z#3m%Tfy;YoMVlbx^jcA|E6%dUcu&|V<AfcL?!$)<Q&Ur8j?*DvDk37-*q#>~
zSvovUy}sNiTzSm#(}Ch<;eQ*s*hE7F$5CGG2_+59D3}v?N8t*~?3R`o4LnfjSub>@
z!zH`<j_+&JxoRa%YYE{xuq^N~2EcW`Wrmy`3${v`vV`Z)zo>RDnd~kBrtTPWViMxh
zvMuS;mjmTChA;;xVW1WuJaR~8KlZy1scS5E7FaH2i0=+TG*Oln!X5w#@*L>-W4W8x
zcFYXm7>~OjE`vif2;VWo@gt_Sx3xt9t_hs+hsa2Ki1Xla)n;2mJ$3=O5)c$@`2Cx5
zEU|S03N!GIkga73pSx2J)a;%2iHW(2UjS%%g{y#q5CBz$a(ESFX@K<hZM5*y1ESv1
z0mj`3Z1-6$l`}Mbp;?s!U}Cs|LrD3D2y=jMY46R2y2W1&=zq<!3gl1?*4oU0AReFK
znvkkJ7B)DnyEewl^n>55(||CCEJL+_0XsXK>_`mXle^1^3)q?bmWMV^A|XcrMXpl&
zbM92goa>>(4V5AHc}O2O*Vh9A0^ZYnDu&brWV`<84^Hn(&p-mUyS^SH=#Y!L?iqq+
zqXR&JDsubw!-dzlkrOa0Fd4w<K0r&R=U@M>u3Fx;(bCk=fI&6qzl&#q-1F(<#|16)
zj;9Hgm6f%%wP@)i^rZ((#m8tq>nR8zKn>p(^w)(QAB7?<T{;4E3OQht&7sL+5W~O;
z-VyY{gwJXR2M58wpqc%wyc!d-paP^X6k^e>?D;!YwV&lv#6k4?D$_H4uX(xwLyX-A
z{k1U~Scaef6wcDA58F`A>IFP_R@5k_p`x-fjz7P$(j}(hweu63UmRg26(G>uOfu2C
zT~^U;aZ>k*n{f%>EW6gh^Qq!L97haHAfwX=grLuI)VLw_M?A@ZsA;N%G<J8XpN*Au
z1(H?BTLAzA%;*8yQ`s(Dg0P*CfKJ?zd|Of@F+4ggr<n-w-tf)eF34!lo(}@1EzsN7
zSNZERWB8^Ha_zIr&47vqetz~9K50&njf#&)Cv`}^29Vvv=+71;Ln?r)fCLqtP$J}k
zn1n~5EwBMr8@|5*4YB&!7;mFF^K|7b@LFikH{U^bcDX)9>|FiY_BIst8c^*4cZse-
zkVqd)Lef02W{BHRG0Hr7g08m^RTB6Z_d&bRri`kps;jH3vvUR16G)vRkli1+AQb}2
zJv1bwwWZ}B_8to!C#4avogXOB)6f`!^K{nxh5~To=&y7hJ^BMB0Q@_<`~fa2US-$u
z%*=%2{y{4bokk;PZ1=--MM7E;A^3a-$dR)}i2-=qn4gailGj=216=GGH~vThm~1O+
z>wv&O^rt_t6K7q&2BJ}4NJ!`oK)t;x+K}+co%M1as25!*GXSyGhL8kl!r9}qun|qE
z5Fvqt)F?LU1Rr>|xCXEjP4l$Cd;{-I0qNiS_h<|pVW%Yv8p8AiKQ#wY1LDxi<fOuZ
z0$@8p6x)6Ygms7SOePQSc{u9brsd#5xtDS$?BwU~77qzc&oaiSEr0EFRVyuc`Eu2?
zgda_9mkhl~W1KGh@Zp50!kDWO5^?iPhtJA!<|9IK`hOO%!(RhHoNocuN!wXz^Eih9
zn9TF$=)VgPC*)KJ)IXz?ammo9Pq#ke99FKaS*4*GjwVAQj@(Oms=srjp`^X0C7Okv
zWwkz$-f#7Pk;rr=|1~M$SB_9Noh?pvO&Bv<5~%i61brU?8njAIPKFN=NJ&Z20%$}A
zj_Q@~uncpHixsaLFU>x{Ky)@?IWK~xLjDC>cW4Bp0z3-L=@q}Uv}v#cxded{<L*0W
zws#)ld78D2O;BLq5Fl~?fc6NI0oeS%8EkFW^?FDJ&ldj<Fh~EUultR-pajY~Grm1|
z={hzJ4%Dc+keUK+bf!SL0xSc20Qg;kE9^Sp2Eppjv<_D;!}SQ*+wJ*IJphtsJ#^V&
z2Wfy66NlW_yfd{PDyxl+jkA~jhL_5qYXtx-9zA*lf$Gd|ZURwqhxgSV62Ra>B!9lG
z!9emcfTj8i<tNl}0C2R1hm)SoG6jam&&SXI@WBJ%HQkT5`_FoK3l_;~?cfjwlLw&T
zU%Uju0QyfI;2lK(z=Zrh0?I}tJmD=05!+YHQ7eHbWn(xVHg!r!NTgHuTLA^Fs_xho
z8*YbPnp^D24=ZYurIZ<(EkQNID#<vml*3!je!a>r!K5qF_g~Kd1CDm2|Fu8L@E@Y#
zXkI}6+Lzu%Fvv~X9@WEpHgF;wRI>i1MM|Wb>@_Jvf6+sr6nL|OilYx@JW6mSi^oRo
z`vUhp30bz}@P8P(<YItes;wq}K=GffkR}O>s_y{$2nd+)Uq0U6Xe$jIl#AneYLA1Y
z&nzuL@EUy>MBe*ZAx)ahMtcGyxW2ueje&sycu)q0KcLbB0#F|Q=z?ktXkdK3y;;<X
zKSMABo!>_qT!xzhT<C8Wak9h0!sGz0fm8%?6aa`>(KNKJ5uyy9SM|1~<tj)d@7%d_
zu(t>4u97`<a`1cyk_{T9eC5Q%M1Vs9Ikg5t`7BQUt0{;kRPRBi08xeIMd7d3*1Kpt
z<6liLKvN4cre{Wd*)fu7*0#3Unw6y}KC!Evz~+KrOlP~t#11U(<HwK7C={##NIK3&
z)CaPX0Za#nUGlqX*{TJp5J1qMS)O%!npb`36kuXG!M9?RG9wm8E>2R6*U1nlW=@BN
z{ZRe_1-7rwBSN0!2U`@>P>TH!yP+<Gr4V#-o#Nts65-?Iq%;N&CyL!kk&!2(F0~CY
zn+euhdB?7`v_wUYY($)5N+ccmPf>8DA(4luvb3}WxJ|*Fm^3A&kt-%;X&9U}LLwrl
zF+VAO+4Fl98|8~b8Sm+9o}QIuYGgDI(IH9HL&SDo9>xFe1Kf-8^j*$?xCZxtSX~{j
z6?NUS`qw>W3mY5G9h~GHrU>bBjg{qP8Y-%wYV0m`EiElo)#${;9py_Md{|s&>VQYh
zyxy<#ItSk+mTR!?P(OMsaV|ts?5BNcX(>7(M1RUGBV%NAHl9EjkA<6?8{~LU%J_)i
zm*}qI;yUZe17-w)3vij3_;@o*%P?VF#jXyqw<H}Mm!KM08LjN^?S0NdE+`<N+wK((
zt?;n8iUUJJLLjU|+4toOBjM9cXkm*<srINut=i+%y+kbmKmbT~|C!d*rH&4@ue|_c
zObrbUf#Gm*wLXzJck#TD5kC;Rj-U;O?|XnIheYb?!8*9;-0bWgy@5Pi2M1B-Eu*D5
z_!KTj@r&7U{PlfTcVlD5QNtpS9`zS-)j3?YpV%bky1G0#YDho((G=h!FH9{h0f;*I
z=|?;_I}5cZ*-!_Fqk@8h?1pxf>U9h5%spd@2#zW<H+S6>Sv1?)-hL`4muWgLonE-N
zRclAN!(88)7;K5P_={NWK6BH|Yaem6<U)frFDIuy@f_oEX9rZd1!c(H2VxRIa34+(
zVBSdy2~e|!{Ih&JutvEWtPW7^0B8oE_86RsF!Tia;&9waPU(fk+uq%cl1_)+Zy3X5
zG&Z{a1e4N;3Y5)&G6O6PfPk(gda>VK#ULy$DJju}qh@8r{`do%cFnJUT2Nt9?m^ss
z4>{ni#{e#nx?K45DaDHb5B`h@s|NbdvwVT;?nhVtx$b<qqb?~PzOw~X^6>}w0*G#h
z9Bngpx0AhU1puT2WBho_X?H~vbr)@?i&A3eM6IE;hgaNs42TZZKm7<??5JypLTjTd
z{Ykpw0u(9*W$45385e`_s0#unWXMm_yO#R%^v-4=Zv*2L1Zw&UEiGGAGr(Da)!1kY
zGe2)MK}$eD09hG)urvqF{?!p3bW{Y13<W;=Be)vJ^&9_;wB$yzm&XizE)M<yEVjT;
z%-Ms>7DXp!Gknnn>EHq=iG!P)o0Ie7aW7<tgW77$PleqN_p4Jr-U<-LGSbDQ#OoLz
zr=1x?7ud(|RO#ZJt2S~!0^L4v*>iT545UYR*OM`j>z<xCh$n&x`Xfv{K=%Ht7xQoK
zAjyqj%oIWOES4>En<WDD(=+DkR7uBaD=RB)8x{T=`>xi-^qWr{^j&Yt)0ellwhmB%
oV#?SN9pnCA8N~m5Vs(~29`i-Z2H&njI7J>mlzosZuJh*q02y&z6aWAK

literal 0
HcmV?d00001

diff --git a/sips/sip-021/sip-021-trustless-two-way-peg-for-bitcoin.md b/sips/sip-021/sip-021-trustless-two-way-peg-for-bitcoin.md
new file mode 100644
index 00000000..346594ac
--- /dev/null
+++ b/sips/sip-021/sip-021-trustless-two-way-peg-for-bitcoin.md
@@ -0,0 +1,1385 @@
+# Preamble
+
+SIP Number: 021
+
+Title: A Trustless Two-way Peg for Bitcoin
+
+Authors: Aaron Blankstein <aaron@hiro.so>, Jude Nelson <jude@stacks.org>, Don Park <donp@trustmachines.co>,
+Alie Slade <aslade@hiro.so>, Igor Sylvester <igor@trustmachines.co>, Joey Yandle
+<joey@trustmachines.co> 
+
+Considerations: Technical, Governance, Economics
+
+Type: Consensus
+
+Created: 13 December 2022
+
+License: BSD 2-Clause
+
+Sign-off:
+
+Discussions-To:
+
+# Abstract
+
+This SIP proposes the creation of a **trustless two-way peg** in which BTC (the
+tokens of the current Stacks burnchain) can be manifested on Stacks as a
+SIP-010-compliant fungible token, called sBTC, and later redeemed for the same
+number of BTC.  This proposal redefines the act of Stacking to be the act of
+maintaining a _peg wallet_, which is used to hold BTC and process sBTC
+redemptions.  Stackers are collectively responsible for ensuring that all
+liquid sBTC are backed by an equal number of BTC, and that redemptions are
+processed in a timely manner.  As a reward, they continue to receive PoX
+payouts.
+
+The novel aspects of this proposal over the state-of-the-art two-way pegs are
+that:
+
+* It tolerates a reasonable degree of forking under Nakamoto consensus, but
+such that no forks are permitted beyond a fixed time horizon (that is, the act
+of forking the Stacks chain becomes as difficult as forking Bitcoin).
+
+* It places responsibility for managing the peg wallet in an open-membership set of
+network actors (i.e. Stackers).
+
+* It offers a _recovery mode_ whereby PoX
+rewards are repurposed to fulfill peg-out requests in the event that Stackers
+temporarily fail in their duties.
+
+Two high-level summaries of this SIP and what is would mean for the Stacks blockchain can be found here:
+
+* [sBTC: Design of a Trustless Two-way Peg for Bitcoin](https://stacks.co/sbtc.pdf)
+* [Stacks: A Bitcoin Layer for Smart Contracts](https://stacks.co/stacks.pdf)
+
+# Introduction
+
+The lack of a stateful smart contract system on Bitcoin necessitates the
+construction of systems in which a representation of locked Bitcoin is traded
+within a separate smart-contract-powered blockchain.  These systems aim to
+provide a "2-way peg" between the representation of the locked BTC ("wrapped
+BTC") and the BTC itself.  At a high level, these systems seek to provide two
+primitive operations:
+
+* "Peg-in": a BTC holder rids themselves of their BTC, and in doing so,
+receives the equivalent amount of wrapped BTC on the smart contract chain
+
+* "Peg-out": a wrapped BTC holder destroys their wrapped BTC on the smart
+contract chain, and receives an equivalent amount of BTC on the Bitcoin chain
+
+While peg-in/peg-out operations are trivial to implement if a trusted
+intermediary (a "custodian") can be found to exchange the wrapped BTC for the
+BTC and vice versa, a robust, incentive-compatible system remains elusive.  We
+identify two key shortcomings in the state-of-the-art 2-way peg systems that we
+believe renders them insufficiently robust for widespread usage:
+
+* **Peg safety failures are irrecoverable**.  All existing 2-way peg systems
+that we are aware of do not have a way to recover missing BTC should the peg
+state ever become corrupted (i.e. through the loss of BTC).  Any such recovery,
+if it happens at all, happens out-of-band through the actions of a trusted
+intermediary or intermediaries.  This places an enormous barrier to entry for
+users, who would need to vet intermediaries before trusting them with large
+sums of BTC.
+
+* **Reliance on under-incentivized intermediaries.**  State-of-the-art 2-way
+peg systems rely on one or more intermediaries to maintain the peg state, but
+do not reward them proportional to the value they create.  Specifically, these
+peg intermediaries provide value even when the peg transaction volume is low,
+because user confidence in the system depends on the belief that the
+intermediaries are nevertheless always available and trustworthy.  For example,
+the reason blockchains have a large coinbase relative to their transaction fees
+is to incentivize miners to always be available to process transactions.  But
+today, there is no 2-way peg system we are aware of that rewards peg
+intermediaries in this manner -- there is no "peg coinbase."  Collateralized
+pegs suffer a similar shortcoming -- there is little upside to honest
+participation, but tremendous downside to going offline, which creates a high
+barrier-to-entry for participating as an intermediary.
+
+The system we present, called "sBTC," addresses these two short-comings by
+leveraging unique properties of the Stacks blockchain.  Our key insight is that
+Stacks' PoX consensus algorithm offers a way to _recover from_ peg safety
+failures while also _properly rewarding_ peg intermediaries for the value they
+provide.  Specifically:
+
+* We use the fact that the Stacks blockchain "forks with" the Bitcoin
+blockchain to implement an open-membership peg wallet maintained by Stackers.
+If Bitcoin forks, then both the Stacker set and their wallet forks with it, and
+the two resulting Stacker sets and wallets each own BTC on their respective
+forks.  This means that Stackers do not lose money from forks, nor do forks
+pose a risk to the safety of users' BTC.
+
+* We use the fact that PoX pays BTC
+to STX holders to implement a liveness recovery mechanism, whereby some BTC
+payouts are repurposed to fulfill peg-out requests should the custodian fail.
+
+* We reward Stackers for staying online to process peg-out requests by
+compensating them with BTC via PoX, regardless of the peg's volume.  Stackers
+are compensated proportional to their signing power on the peg (i.e how many
+STX they locked), in addition to how many peg transactions they process.
+
+By leveraging these properties, sBTC offers the following advantages over the
+state-of-the-art:
+
+* **If a majority of Stackers are honest, then sBTC remains safe.**  Every BTC
+peg-out is paired with an equivalent, legitimate request from a wrapped BTC
+holder, _even if every miner is malicious_.  This is achieved by ensuring that
+all Stacking and peg-maintenance operations materialize in all Stacks forks.
+
+* **If a Byzantine fault-tolerant (BFT) majority of miners are honest, then sBTC
+remains live**.  All peg-out requests are eventually fulfilled, _even if every
+Stacker is malicious_.  This is because Stackers do not have a say in block
+production, and Stackers that do not fulfill peg-outs lose their PoX-driven BTC
+income from miners.
+
+* **Peg-outs of arbitrary amounts of BTC are fulfilled in
+a fixed amount of time** if both Stackers and miners operate with a BFT honest
+majority.  This is the "happy path" of the system.
+
+The sBTC system is designed to operate on a variant of Nakamoto consensus while
+being incentive-compatible with mining on the canonical fork, and is designed
+to ensure that Stackers' most profitable course of action is to faithfully
+maintain the peg.  In the service of this, sBTC offers two modes of operation:
+the Normal mode, and the Recovery mode.  In **Normal mode**, the sBTC asset is
+backed 1:1 by BTC sent to a wallet controlled by a large fraction of Stackers,
+as measured by the fraction of locked STX they represent.  Each time BTC is
+sent to this wallet (a peg-in operation), an equal number of sBTC are
+automatically minted to an address of the sender's choosing.  Stackers respond
+to peg-out requests by sending BTC to the requester's Bitcoin address, thereby
+maintaining the peg.  The act of responding to peg-out requests automatically
+destroys the requester's equivalent amount of sBTC on the Stacks chain.
+
+If the Normal mode encounters a liveness failure for any reason (including loss
+of BTC), the system transitions to a Recovery mode until enough Stackers come
+back online.  In **Recovery mode**, a fraction of the PoX payouts are
+redirected to peg-out requests such that eventually, all outstanding requests
+will be fulfilled, even if the Stackers _never_ come back online.  While
+considerably slower than Normal mode, the design of Recovery mode ensures all
+sBTC can be redeemed so long as the Stacks blockchain and PoX are online.
+
+## New System Properties
+
+With sBTC implemented, the following novel Stacks system properties are
+introduced:
+
+* Stacks offers open-membership mining, but now with _limited-depth_ forks.  *
+PoX pays the same APY in Normal mode as it does today, but PoX rewards are
+instead paid to pending peg-out requests in recovery mode.  Stackers do not
+receive any BTC in recovery mode from PoX.
+
+* In Normal mode, there is no limit
+on how much BTC can be pegged out at a time.  All peg-out requests are
+fulfilled within a fixed amount of time.
+
+* In Recovery mode, all peg-out
+requests are eventually fulfilled but with no time limit.
+
+* The set of miners
+that could mine in the next Bitcoin block _is known in advance_.
+
+# Specification
+
+The design of both Normal and Recovery modes require careful consideration of
+the incentives for Stacks miners, Stackers, and users.  To ensure that
+operating the peg remains incentive-compatible with mining on the canonical
+Stacks fork, this proposal includes significant changes to the PoX consensus
+algorithm.  Specifically, sBTC gives up on arbitrarily deep forks, and instead
+supports forks of up to a constant depth.  In exchange, the system supports
+arbitrarily large peg-outs in a fixed amount of time and supports
+open-membership mining.
+
+The most significant user-facing change in this proposal is that Stackers must
+now perform active work to continue receiving PoX rewards.  In this proposal,
+Stackers collectively maintain a BTC wallet for the duration of each reward
+cycle in which their STX are locked.  This wallet is used to satisfy peg-out
+requests.  If Stackers fail to do so in a timely manner, then their STX tokens
+remain locked and they do not receive PoX rewards until all peg-out requests
+are satisfied.  Their PoX rewards are instead used to fulfill peg-out requests
+until they are able to resume their duties.
+
+The most significant change to the internals of transaction-processing is that
+**all Stacking-related transactions and all peg transactions must be broadcast
+via the Bitcoin chain, as Bitcoin transactions**.  The reason for this is that
+these operations must materialize in _all_ Stacks forks.  This is required
+because it prevents miners from deciding who the Stackers and peg participants
+are (e.g. by deliberately ignoring them in the Stacks mempool).  Instead, when
+a miner produces a new Stacks block, it must consider all on-Bitcoin Stacks
+operations in all Bitcoin blocks that lie between the Bitcoin block it will
+commit to, and the Bitcoin block that chose the parent Stacks block.  This
+_prevents_ miners from generating blocks that ignore Stacking and sBTC
+activity, since a block that fails to do this will not be valid in the new
+consensus rules.  The only way to avoid processing an on-Bitcoin Stacking
+transaction is to stop mining altogether.
+
+There are two significant changes to mining.  First, **forks of arbitrary
+length are removed**.  Instead, all Stacks blocks must build off of a parent
+block no more than 100 Bitcoin blocks in the past.  This de-facto prevents
+forks that last longer than about 16-17 hours.  An important consequence of
+this is that the history of PoX anchor blocks _may never fork_.  This new
+property is needed to implement Recovery mode.  In addition, miners cannot
+initiate a fork deeper than 6 blocks unless they have the Stackers' permission
+to do so.  This is to ensure that the economic cost of executing a deep reorg
+of the Stacks chain exceeds both the miners' mining budgets and 70% of the
+value of all locked STX.  This is explained in detail in the "Fork Rules"
+section.
+
+The other significant change to mining is that the set of Stacks miners and the
+minimum amount of BTC they will commit is known in advance of them mining the
+next Stacks block.  To achieve this, the **Stacks blockchain requires each
+miner to additionally commit to the amount of BTC they intend to spend in their
+next Bitcoin block.**  If their next block-commit does not commit to exactly
+this amount, then the block-commit is invalid.  If the miner had not previously
+sent a block-commit, or their last block-commit was invalid, or they did not
+try to mine in the previous Bitcoin block, then their first subsequent block
+commit is guaranteed to lose, but must nevertheless announce the BTC spend in
+the following block-commit.  We call this a _block pre-commit_.
+
+## Normal BTC/sBTC Lifecycle
+
+To better explain how and why the system functions the way it does in Normal
+mode, a high-level description of the procedure for pegging in and pegging out
+is provided below from the perspectives of the various Stacks network
+participants facilitating the sBTC peg.
+
+Users:
+
+* Alice wants to materialize 1 BTC on the Stacks chain as sBTC in order
+to use it within Stacks contracts.
+
+* Bob, Charlie, Dannielle, and Erica are
+Stackers, who represent 90% of the Stacked STX
+
+* Fred eventually receives
+Alice's 1 sBTC, and wants to convert it back into BTC.
+
+Bob, Charlie, Dannielle, and Erica independently stack their STX in for the
+next reward cycle.  To do so, they each send a Bitcoin transaction that not
+only encodes their stack-stx request, but also registers a (Bitcoin) public key
+with the system.  At the start of the reward cycle, the `.pox` contract curates
+a list of all four participants' Bitcoin public keys.
+
+Alice converts her BTC to sBTC by doing the following:
+
+1. Her wallet queries the `.pox` contract for Bob's, Charlie's, Dannielle's,
+and Erica's Bitcoin public keys which they registered when Stacking, as well as
+the fraction of Stacked STX they each represent.  It deterministically derives
+a Bitcoin address, called the peg wallet address, from these keys (such as a
+Taproot address).  The address has the property that as long as any set of
+signers representing at least 70% of the Stacked STX have signed, then the
+signers can spend the BTC.  2. She sends 1 BTC to the derived address from the
+previous step.  This creates a UTXO of 1 BTC that is spendable by some
+combination of Bob, Charlie, Danielle, and Erica.  3. In all subsequent Stacks
+blocks mined, Stacks miners make sure her sBTC is materialized.  The act of
+processing her Bitcoin transaction is the act of minting Alice an equivalent
+number of sBTC tokens to her BTC (in this case, 1 sBTC).  This way, Alice
+receives 1 sBTC in all Stacks forks that arise henceforth.  4. 1 sBTC shows up
+in Alice's wallet
+
+Now that Alice has 1 sBTC, she can use it in any smart contract that supports
+it.  The sBTC is represented as a SIP-010 fungible token.
+
+Suppose now that over the course of smart contract interactions with her sBTC,
+there eventually exists a Stacks fork in which Fred has obtained 1 sBTC.  Fred
+issues a peg-out request by taking the following steps:
+
+1. Fred sends a Bitcoin transaction that encodes a peg-out request, which among
+other things indicates the amount of BTC he expects to receive as well as an
+address to which to send it.
+
+2. When Stacks miners build a subsequent block,
+they ensure that the peg-out request materializes in this Stacks block if it
+has not done so already.  In doing so, Fred's peg-out request materializes in
+all Stacks forks henceforth.  Note that in Stacks forks where Fred does _not_
+own 1 sBTC, the peg-out request will materialize but be _unsatisfiable_.  In
+the forks in which he does, the peg-out request will materialize but be
+_pending_.
+
+3. After at least 100 but no more than 150 Bitcoin blocks have
+passed, users Bob, Charlie, Danielle, and Erica collectively sign a Bitcoin
+transaction that sends 1 BTC to Fred's requested address.
+
+4. When miners build
+a subsequent block, they ensure that the peg-out fulfillment sent by Bob,
+Charlie, Danielle, and Erica materializes in their Stacks block if it has not
+already materialized in the fork they are working on.  In doing so, the peg-out
+fulfillment materializes in all Stacks forks henceforth.  This _satisfies_ the
+peg-out request sent by Fred earlier by burning Fred's 1 sBTC.  Note that this
+means that the fork in which Fred had 1 sBTC has the property that no peg-out
+requests are unsatisfiable, and all peg-out requests are either pending or
+satisfied.
+
+Eventually, the reward cycle ends, and Bob, Charlie, Danielle, and Erica's
+public keys expire (along with the Bitcoin address).  In order to receive their
+STX back, the four of them send a Bitcoin transaction at the start of the next
+reward cycle that forwards the remaining BTC balance to the next peg wallet
+address.  This transaction is processed by Stacks miners in subsequent Stacks
+blocks, so that in all subsequently-built Stacks forks, these four users will
+have unlocked their STX when their lock-up period passes.
+
+## Normal Mode
+
+This section describes the Normal mode of operation.  The key to understanding
+the design decisions in Normal mode is understanding the incentives governing
+mining.  In particular, miners spend BTC to earn STX, and can generate Stacks
+forks.  Anyone with BTC, including peg-out recipients, can be miners.
+Therefore, the peg design must ensure that miners' most profitable action is
+building on the longest fork they know of.  In other words, the peg design must
+prevent miners from making more revenue by doing anything else, such as (but
+not limited to) reorging the Stacks chain so as to double-spend a peg-out, or
+limit the set of Stackers to confederates who will help miners steal pegged-in
+BTC, and so on.
+
+### Peg Wallet Address
+
+In Normal mode, Stackers have the collective responsibility to maintain Bitcoin
+sent to the peg wallet address.  To do this, Stackers stack their STX by
+sending on-Bitcoin transactions.  These on-Bitcoin transactions encode the
+relevant operation in the `OP_RETURN` field (see Appendix A).  When miners
+process these transactions, they call the appropriate methods in the `.pox`
+contract on the sender's behalf to enact them, much as they do with `stack-stx`
+on Bitcoin today.  Right now, only `stack-stx` is supported on-Bitcoin; in this
+proposal, this support is extended to _all_ means of Stacking, including
+delegated stacking, delegate aggregation commits, stacking extensions, and
+delegated stacking extensions.
+
+
+When a Stacker stacks, she includes a Bitcoin public key in her transaction.
+This public key is registered in the `.pox` contract, so that when the PoX
+anchor block is mined, **the set of all Stackers' public keys is announced as
+part of the PoX reward set**.  Stackers, wallets and other blockchain clients
+combine these public keys in a deterministic fashion to produce a peg wallet
+address for this reward cycle.  Public keys must be unique, and must never have
+been registered before.
+
+Each reward cycle has a peg wallet address.  As seen in the Normal mode
+example, users send Bitcoin to this peg wallet address in order to (a) lock
+their BTC and (b) mint sBTC.  Stackers spend UTXOs created to this address in
+order to fulfill peg-out requests.
+
+In summary, the act of Stacking is no longer just the act of passively
+collecting BTC from PoX payouts.  Stackers must additionally maintain this
+wallet and process peg-out requests in order for their STX to continue earning
+them BTC while they are locked (and to receive them once they unlock).  If the
+peg encounters a liveness failure, then Stackers' STX remain locked and do not
+earn them BTC until the peg's liveness is restored.
+
+### Peg Transfer
+
+At the end of the reward cycle, the Stackers will learn the next reward cycle's
+peg wallet address, and must transfer any outstanding BTC from the now-expired
+peg wallet address to the new peg wallet address in order to receive their STX
+back.  They do so by crafting a special Bitcoin transaction with an `OP_RETURN`
+that indicates that this is the "hand-off" transaction (see Appendix A).  Once
+the hand-off transaction is confirmed on the Bitcoin chain, Stacks miners
+process it by returning the Stackers' STX in `.pox`.
+
+Due to the fork length limit of 100 Bitcoin blocks, each PoX anchor block, if
+it exists, _must_ have been mined in the previous reward cycle.  **This means
+that there can be at most one distinct peg wallet address in any Stacks fork,
+and the set of Stackers controlling it must have had STX Stacked in the
+previous reward cycle**.  This has an important implication for system
+liveness: once a peg wallet address expires, _it remains expired forever_.
+
+Stackers must hand off the BTC within 100 blocks of the new reward cycle
+starting.  Moreover, they must ensure that the new peg wallet is sent a number
+of BTC _equal to or greater than_ the number of sBTC that existed at the end of
+their wallet's lifetime.  Note that this means that Stackers must cover at
+least some of the cost of peg-out transaction fees themselves; these are not
+deducted from the circulating sBTC.  Stackers can transfer this BTC via one or
+more hand-off transactions, and Stackers do not need to use the peg wallet to
+do so.  Instead, it is sufficient that the new reward cycle's peg wallet has
+enough BTC regardless of who sends it.  This enables Stackers to continue to
+keep the peg alive, and continue to earn BTC PoX rewards and get their STX
+back, even if they are unable to use their peg wallet to do so.
+
+If they do not do this, then a _peg liveness failure_ is declared by the
+system, and sBTC switches to Recovery mode at the 101st Bitcoin block in the
+new reward cycle.  The Stackers' STX remain locked until Recovery mode can
+exit, and their PoX rewards will be redirected to fulfill pending peg-out
+requests (see the "Recovery Mode" section).  However, the Stackers can exit
+Recovery mode and resume Normal mode by (1) fulfilling every pending peg-out
+request they are responsible for in this reward cycle, and (2) transferring
+sufficient BTC to the next peg wallet via one or more hand-offs to complete
+their tenure.  If some Stacker's STX are locked in the next reward cycle, then
+they must repeat (1) and (2) for that reward cycle until either Recovery mode
+can be exited, or until their STX's lock-up period passes.
+
+### Peg-In
+
+When a user wants to "peg-in" BTC, she transfers some BTC to the current peg
+address, and indicates a recipient Stacks address to hold the minted sBTC.
+Once the Bitcoin transaction confirms, miners materialize an equal number of
+sBTC to her in her designated Stacks address.  As with all Stacking and peg
+operations, this materialization happens in all Stacks forks built upon after
+this Bitcoin block.
+
+The sBTC token state is maintained in a boot-address contract called `.sbtc`,
+and is exposed to the Stacks blockchain behind the SIP-010 fungible token
+standard interface.  Only the block's miner may mint sBTC or burn sBTC, and the
+consensus rules for block validation stipulate that each sBTC mint or burn must
+correspond to exactly one peg-in or peg-out transaction on the Bitcoin chain.
+
+Once materialized, sBTC tokens can be transferred to any Stacks address.  This
+means that different Stacks forks can represent different balances of sBTC.
+However, a peg-out request could be valid on multiple Stacks forks but not
+others, and could even be invalid on all forks.  This is discussed below.
+
+### Peg-Out Request
+
+Due to the fact that sBTC balances can differ across forks, a peg-out request
+may not be valid in all Stacks forks.  To overcome this, the tactic sBTC uses
+to implement the peg-out operation is to carry it out as a request that must be
+responded to by Stackers (i.e. by sending the BTC).  **Both the request and
+response materialize on Bitcoin, and thus in all Stacks forks in the `.sbtc`
+contract.**
+
+In order to peg-out, the user must own sBTC in a standard principal address.
+This is required to associate the sBTC request with a Bitcoin address to which
+to send BTC.  The request is a Bitcoin transaction that commits to the
+following information:
+
+* The number of sBTC to peg-out to BTC
+
+* The recipient Bitcoin address to
+receive the BTC
+
+* A signature over both of the above from the standard Stacks
+principal that owns the sBTC.
+
+When a miner processes a peg-out request, it validates it by first verifying
+that the user's address owns at least as many sBTC as requested to peg-out in
+this fork.  If she does, then `.sbtc` records that the peg-out request is
+satisfiable, and locks up the user's pegged-out sBTC until the peg-out request
+is fulfilled.  If she does not, the miner records to `.sbtc` that the peg-out
+request is unsatisfiable.  Stackers do not need to consider unsatisfiable
+requests.  Moreover, the presence of an unsatisfiable request does not
+invalidate the fork (since anyone can send them, even if they don't use
+Stacks).
+
+If the peg-out request is valid in at least one Stacks fork, then eventually
+the block that validated it may receive more than 100 confirmations.  Because
+no Stacks block may be mined on top of a parent who was mined over 100 Bitcoin
+blocks ago, the system guarantees that most one such block will be finalized,
+and would be part of _all_ Stacks forks going forward.  If such a block is
+finalized, then the peg-out request it contains would be considered finalized
+as well, and Stackers must respond to it to keep the peg live.  If no such
+block ever finalizes -- i.e. the peg-out request remains unsatisfiable in all
+forks after 100 Bitcoin blocks, then the user's sBTC are unlocked and once
+again show up in their balances.
+
+### Peg-out Fulfillment
+
+To respond to a peg-out request, Stackers send a Bitcoin transaction that pays
+some amount of BTC to the peg-out address stipulated in the peg-out request.
+The Stackers may send multiple responses for a single peg-out; what matters is
+that the peg-out request is fulfilled on time.  If Stackers have received their
+peg-wallet hand-off for this reward cycle and fail to fulfill a request within
+50 Bitcoin blocks of the request being finalized (i.e. at most 150 Bitcoin
+blocks after the request is submitted), then the system transitions to Recovery
+mode and PoX payouts are repurposed for fulfilling pending peg-out requests.
+If Stackers have not yet received the peg-wallet hand-off, then the peg-out
+request must be fulfilled within 50 blocks of its receipt.
+
+Stackers are incentivized to fulfill peg-out requests in a timely manner
+because if they do not, their STX will be frozen by `.pox` and used to earn BTC
+through PoX in Recovery mode to fulfill peg-out requests.  The only way
+Stackers can get their STX back and resume earning BTC is for all of the
+finalized peg-out requests they were responsible for fulfilling -- either by
+their peg-out wallet, by some other Bitcoin wallet, or by Recovery mode.
+
+While Stackers are _encouraged_ to use the peg wallet's BTC to process peg-out
+requests, they are not _required_ to do so.  This enables anyone to keep the
+system live even if they cannot use the peg-in wallet for some reason.  The
+peg-out fulfillment transaction only requires that the payer specify a Stacks
+chain tip (see Appendix A) that identifies the Stackers responsible for
+fulfilling the peg-out.  Otherwise, it is sufficient that _anyone_ fulfills all
+of the unfulfilled peg-out requests.  Once all such peg-outs are fulfilled, the
+Stackers' STX resume earning BTC and may unlock.
+
+### Peg Interactions with PoX
+
+The peg is only active during the PoX reward phase.  The reasons for this are
+two-fold.  First, it helps users build confidence in the system by ensuring
+that their peg operations in Normal mode will be honored by a known Stacker
+set. This way, each user can judge for themselves how well the current
+peg-wallet operators behave before deciding whether or not to rely on them.
+Second, it ensures that a peg wallet balance is fixed and known in advance for
+up to 150 Bitcoin blocks, which gives the current Stackers a chance to muster
+the BTC to send to the next Stacker peg wallet via a peg hand-off, even if they
+cannot use the current peg wallet in time.
+
+If there is no PoX anchor block mined, then peg-ins and peg-outs are disabled
+for the subsequent reward phase.  The current Stackers must nevertheless hand
+off their peg wallet's BTC to the first PoX reward sets' peg wallet address to
+materialize, regardless of how far in the future it may be, for the peg to
+reactivate in Normal mode and for them to recover their STX.  If there is no
+PoX anchor block mined, Recovery mode is engaged for that reward cycle to
+ensure that peg-out requests can at least be partially fulfilled.
+
+**The PoX prepare phase is retained in sBTC to select the PoX anchor block,
+just as it is today.**  Miners burn BTC to vote on the PoX anchor block, which
+necessarily falls in the previous reward phase.  Just as in Stacks 2.1, the PoX
+anchor block's block-commit will be the block-commit with (a) the most
+confirmations in the prepare phase by descendant block-commits, or (b) if there
+is a tie, the block-commit with the most BTC burnt to select it, or (c) if
+there is still a tie, the block-commit that occurs latest in the Bitcoin chain.
+The reason for preserving the prepare-phase as-is is to ensure that the PoX
+reward sets, and thus the canonical chain tip, can be determined by light
+clients and bootstrapping nodes without having to process full Stacks chain
+state.
+
+The removal of long-lived forks from the system removes the possibility of a
+deep chain reorg taking place due to the arrival of a late PoX anchor block.
+If such a block arrives after its sortition has over 100 confirmations (or
+indeed if _any_ such late block arrives), and it is not on the canonical chain,
+then the block would simply be ignored by the network.
+
+### Peg Wallet Quorum Failure
+
+It is anticipated that the most likely failure mode sBTC will encounter is a
+failure to gather sufficiently many signatures from Stackers to process a
+peg-out or a peg hand-off in a timely fashion.  To minimize the chance of this
+transitioning the system into Recovery mode, the protocol does not mandate the
+use of the peg wallet itself to fulfill peg-outs and peg hand-offs.  Instead,
+the protocol only requires that these transactions are valid and fulfilled with
+the right amount of BTC.
+
+This design decision permits a vast array of non-consensus-critical remedies
+for loss of control of a peg without entering Recovery mode.  For example,
+Stackers have the option to do any of the following:
+
+* Anyone can spend their own BTC, including their PoX-earned BTC, to fulfill
+peg-outs and peg hand-offs.
+
+* Anyone can borrow BTC to fulfill requests, and
+pay it back with BTC from the peg wallet once it is live again.
+
+* Anyone can
+refill the peg wallet in the event it no longer backs any sBTC.
+
+Recovery mode engages once either (1) a peg-out or a peg hand-off times out, or
+(2) the peg wallet no longer has enough BTC to back all liquid sBTC.
+Short-term peg liveness failures can be addressed by the Stackers simply
+fulfilling their duties as soon as possible, or by someone wishing to receive
+their pegged-out BTC in a timely manner spending some BTC to unblock the peg
+wallet.  Longer-term peg liveness failures are more detrimental to the system,
+and are addressed through one or more backup scripts (see "Peg Wallet Design").
+
+### Peg Collateralization
+
+A key concern for incentivizing Stackers to faithfully maintain the peg is to
+ensure that _foregoing_ their locked-up STX in order to keep the BTC is never
+profitable.  To do this, `.sbtc` contract imposes a STX-backed
+collateralization limit on the number of sBTC that may be in circulation.  For
+example, the system could start with a cap of 200% -- for every BTC pegged in,
+there must be 2 BTC-worth of STX participating in Stacking.  However, the
+`.sbtc` contract will be designed to permit sBTC holders to vote on what the
+collateralization limit should be, or even disable it.  These votes would
+happen through Bitcoin transactions, so they materialize in all Stacks forks.
+
+Enforcing a collateralization limit is achievable in-band because each fork's
+miners know for each Stacks block how much BTC was spent by all miners to mine
+it, and how much BTC the winning Stacks block-commit spent.  No oracle is
+necessary, because this data is directly recorded to the Bitcoin chain through
+the act of mining.  Therefore, anyone can query a Stacks chain tip and
+determine for any interval of time how much BTC a STX ought to be worth, given
+a target miner profit margin.  If we assume that miners mine at a perfect
+break-even rate, and earn just as much STX as they spend in BTC, then we can
+determine a lower bound for how much the Stackers' STX is worth in BTC
+(assuming miners are economically rational, and never mine at a loss).
+
+Using this property of Stacks, the sBTC system will examine the set of valid
+(i.e. accepted or missed) block-commits over a long window of prior Bitcoin
+blocks, and determine how much the Stacked STX are worth in BTC.  The length of
+this window is to be determined at a later date, but a longer window is
+desirable in order to be confident that miners do not deliberately mine at a
+loss in order to create an apparent STX/BTC exchange rate that does not reflect
+the market. To this end, the initial window size will be chosen from historic
+mining data, and the `.sbtc` contract will determine what the window size will
+be on a per-reward-cycle basis through an on-Bitcoin vote (similar to how the
+collateralization limit is determined).
+
+If the peg wallet ever receives more BTC than is considered safe by the current
+collateralization limit in the `.sbtc` contract, then the system will delay the
+materialization of sBTC from subsequent peg-in requests until one of the
+following is true:
+
+* Stackers lock up more STX to preserve this over-collateralization ratio *
+Enough peg-outs are processed such that the total sBTC is once again worth less
+than half of the Stacked STX
+
+* The BTC-denominated price of STX rises
+sufficiently so that the sBTC is worth less than half of the Stacked STX
+
+Importantly, sending BTC to the peg wallet when there is not enough STX
+collateral does _not_ lead to a loss of funds.  It only delays the
+materialization of the sBTC.  Wallet implementations would need to monitor the
+amount of circulating sBTC and BTC-determined value of STX in order to help
+users avoid accidentally sending BTC to the peg wallet only for it to not
+materialize in a timely manner.
+
+The temporary delay of sBTC minting is not treated as a peg liveness failure.
+Peg-outs and peg hand-offs continue to execute in Normal mode if this situation
+arises.
+
+## Recovery Mode
+
+The sBTC system continues to process peg-outs without a peg wallet, albeit more
+slowly, by tapping PoX payouts.  Peg-ins are disabled altogether; any attempt
+to peg-in will cause the requestor's sBTC to materialize only after the system
+transitions back to Normal mode.  While the act of pegging out sBTC for BTC
+will be slower than the Normal mode of operation, the fact that it exists at
+all means that as long as both the Stacks blockchain and PoX consensus are
+active, then **eventually all sBTC will be redeemed.**  This enables the system
+to not only keep working in the event of a peg failure, but also provides a way
+for the system to transition back into Normal mode.  The existence of Recovery
+mode creates user confidence in the system, because their sBTC is still both
+liquid and nominally representative of an equivalent amount of BTC.  The user's
+sBTC can even be _traded_ for BTC with someone who does not mind waiting for
+the sBTC to be redeemed over time.
+
+### Entering Recovery Mode
+
+The system enters Recovery mode in the event a peg liveness failure is detected
+in Normal mode.  To summarize from preceding sections, a peg liveness failure
+is declared when any of the following conditions are met:
+
+* A satisfiable peg-out request was finalized on all Stacks forks, but was not
+fulfilled within 50 blocks of finalization.
+
+* A new reward cycle began, but
+the new peg-wallet does not have enough BTC to back all circulating sBTC as of
+the 51st Bitcoin block of the reward cycle.
+
+* The miners did not choose a PoX
+anchor block in the preceding prepare phase.
+
+These conditions are checked at each Bitcoin block.  If any of the above
+conditions are met, then Normal mode ceases operation and the system
+transitions to Recovery mode in the next Bitcoin block.
+
+### Block Pre-Commit
+
+The operation of Recovery mode is solely tied to the blockchain's liveness.
+Miners themselves pay BTC to peg-out requests in order to fulfill them, instead
+of paying BTC to Stackers.  To make this work, it is important to ensure that
+the set of miners do not consistently overpay peg-out requests, as doing so
+would impose a moral hazard on behalf of peg-out requesters to force the system
+to use Recovery mode and potentially earn more BTC than they are due.  This
+requires changing the way miners participate.  In sBTC, the Stacks blockchain
+must know two new pieces of information before the next Stacks block is mined:
+
+* Which miners could possibly win the next block
+
+* How much BTC each miner
+intends to commit.
+
+If the Stacks blockchain knew this information in advance, then miners could
+each calculate in advance how much BTC to set aside for fulfilling a pending
+peg-out request.  For example, if there were 5 miners, which each were going to
+commit 20,000, 18,000, 16,000, 14,000, and 12,000 satoshis (for a total budget
+of 80,000 satoshis), and there was a pending peg-out request for 15,000
+satoshis, then the Stacks blockchain could require that the miners paid a
+pro-rata share of their block-commits (i.e. 3,750, 3,375, 3,000, 2,625, and
+2,250 satoshis, respectively) to the peg-out recipient address in order for
+their block-commit to be valid.
+
+In order to determine this information, the sBTC introduces the concept of a
+_block pre-commit_.  When a miner submits a Stacks block, it additionally
+announces the amount of BTC it intends to spend in the next Stacks block's
+block-commit.  If the miner does not spend exactly this BTC in its next
+block-commit, or if the block-commit does not arrive in the next Bitcoin block,
+it will be treated as invalid, and will not be a candidate for sortition.
+However, as it is today, missed block-commits will still be tracked for the
+purposes of calculating the miner's sortition weight.
+
+### Peg-Out Fulfillment
+
+When a miner submits a block-commit in Recovery mode, it does not pay the PoX
+reward set recipient BTC.  Instead, blockchain builds an alternative _peg-out
+queue_ from the `.sbtc` contract's timed out peg-out requests (i.e. those with
+over 200 Bitcoin confirmations that have not been fulfilled), and requires
+miners to pay to peg-out requesters instead.
+
+Peg-out requests are fulfilled in deterministic random order proportional to
+the fraction of pegged-out sBTC they represent.  That is, at each Bitcoin
+block, a peg-out request is sampled from the peg-out queue at random
+proportional to its sBTC, and miners pay their PoX BTC to that peg-out
+requester's address.  This way, each peg-out recipient has a non-zero chance of
+receiving at least a partial fulfillment in each Bitcoin block.
+
+Unlike PoX reward sets, the peg-out queue is the same in all Stacks forks.  It
+does not matter which Stacks fork a miner builds on; it must pay to the same
+scheduled peg-out reward recipient regardless.  This means that even if a miner
+receives a peg-out fulfillment from itself and other miners, it cannot
+"double-spend" the peg-out request nor the peg-out fulfillment.  Therefore,
+mining in Recovery mode is just as incentive-compatible as mining in Stacks
+today.
+
+The peg-out queue is not fixed-size.  Instead, an unfulfilled peg-out request
+is added to the peg-out queue after it receives 150 Bitcoin confirmations.
+There is no equivalent reward set calculation; the request is simply added to
+the queue.
+
+Because miners are paying BTC directly to the peg-out requester, there is a
+lower bound on how much sBTC the peg-out requester must possess in order to be
+fulfilled.  This is simply `number-of-miners * bitcoin-dust-minimum`.  There is
+no equivalent "Stacking minimum" like there is in PoX.  If a peg-out request no
+longer represents enough sBTC that it can be fulfilled by miners when it is
+selected for fulfillment, it is removed from the peg-out queue and the
+remaining sBTC is burned.  This means that a small amount of sBTC may be lost
+in Recovery mode.  It is expected that users who need to peg-out in Recovery
+mode will pool their sBTC in order to minimize per-user loss.
+
+As with PoX, peg-out requests are partially fulfilled two-at-a-time.  A miner's
+block-commit transaction pays to at most two peg-out requesters' Bitcoin
+addresses.  This removes any incentive for miners to try and transition the
+system to Recovery mode in order to save on Bitcoin transaction fees; this
+design ensures that miners' operating expenses are the same in both Normal and
+Recovery mode.
+
+Once the peg-out queue is empty, the system transitions back into Normal mode.
+
+### PoX Freeze
+
+When the system enters Recovery mode, PoX payouts are halted in the subsequent
+Bitcoin blocks and the BTC that miners would have paid are instead paid to
+peg-out queue recipients. The Stackers' STX no longer earn them BTC, because by
+failing to maintain the peg, Stackers are no longer providing value to the sBTC
+system.  This is akin to miners in a blockchain foregoing coinbase rewards by
+not mining.  In addition to stopping rewards, the STX are kept in `.pox` until
+the system transitions out of Recovery mode, even if the STX would have
+unlocked.
+
+When in Recovery mode, all reward address slots in the reward phase are
+repurposed for peg-out request fulfillment.  There is no lingering
+proof-of-burn period, because there are no unused reward slots.
+
+Recovery mode can last for multiple reward cycles, and new PoX anchor blocks
+(and thus new Stacker sets and peg wallets) may be chosen during Recovery mode.
+However, the system would remain in Recovery mode until all of the conditions
+are met to restore the peg's liveness (see "Leaving Recovery Mode").
+Newly-stacked STX would be immediately frozen along with all of the current
+STX.  The peg wallet address would be re-generated in each reward cycle, as
+before.
+
+To de-risk a permanent quorum failure, the peg wallet address is designed to
+have at least two spending conditions:  one condition when the quorum has been
+reached (i.e. Normal mode), and one or more conditions that only activate once
+a certain number of Bitcoin blocks has passed.  In these conditions, other
+signers can recover the Bitcoin and send it to the current peg wallet
+(described below).
+
+## Peg Wallet Design
+
+Despite the fact that Recovery mode exists, it is very important that the peg
+wallet be designed so as to minimize the chance of a _permanent_ loss of
+liveness.  This event is indistinguishable from the outright theft of this BTC
+in terms of the downstream consequences to Stacks.  While Recovery mode will
+eventually allow all peg-out requests to be fulfilled, the permanent loss of
+the peg's BTC will in all likelihood lead to an irreversible loss of confidence
+in the system for the foreseeable future.
+
+This has two important implications for the design of the peg wallet address:
+
+* It should be possible to create a peg wallet address that enables BTC
+recovery by a different set of keys than the Stackers after enough time has
+passed. 
+
+* Because Stackers must generate the peg wallet in advance, it should
+be possible for the blockchain -- i.e. STX holders -- to not only determine the
+keys themselves, but also determine the means by which these keys are chosen.
+
+To remedy this, the peg wallet will be implemented such that at least two
+spending conditions are present:
+
+* **Normal script**: Signature(s) from Bitcoin key(s) that represent 70% or
+more of the locked STX may spend the Bitcoin, OR
+
+* **Backup script**: The
+Bitcoin block height is at least one reward cycle in the future from the end of
+this Stacker set's reward cycle, AND a given backup script is satisfied.
+
+The first script encodes the Normal mode behavior -- enough Stackers are online
+to sign a Bitcoin transaction representing at least 70% of the locked STX.
+
+The second script encodes a Recovery behavior.  If there is a peg liveness
+failure, then after the  current reward cycle finishes, the peg wallet's BTC
+can be spent by satisfying a condition of the backup script.  This backup
+script is either decided by STX holders within the `.sbtc` contract itself, or
+if no decision is made, the system generates a sensible default backup script.
+
+The principals who can satisfy the backup script are entrusted to send the BTC
+to the current peg wallet address, thereby allowing the current peg wallet's
+Stacker set to restore the peg's liveness.  To help ensure that this is the
+_only_ thing that can be done, the Stacks blockchain will _halt_ if it detects
+that the backup script was used to transfer the peg-wallet's BTC to _any other
+address_ besides the current peg wallet.
+
+### Creating a Backup Script
+
+Ultimately, the choice of the backup script is made by STX holders voting
+through the `.sbtc` contract itself, but via one layer of indirection.  STX
+holders vote for a smart contract that implements a "_backup steward_" trait.
+This smart contract, in turn, produces the backup script to be used for a given
+reward cycle.  Votes are cast on the Bitcoin chain to ensure that they
+materialize in all Stacks forks.
+
+The reason for this layer of indirection is to allow a DAO or some other
+governance structure to be created for managing the peg backup script, such
+that the means by which the script is chosen can be specified at a later date
+by the STX holders themselves without a hard fork.  The backup steward
+implementation can have its own procedures for voting on which keys are to be
+used to generate the script, for example.  This de-risks the possibility that a
+backup script generation algorithm proves too untenable for use; such an
+untenable algorithm could be replaced in-band.
+
+If no script is decided, then the backup script will be generated such that a
+quorum of 50% of the previous reward cycle's stackers (weighted by STX stacked)
+may recover the BTC.
+
+### Selecting a Custom Backup Script
+
+The backup steward trait definition would only contain a single method:
+
+```clarity
+(get-backup-script (reward-cycle uint) (response (optional (buff 1048576)) (uint)))
+```
+
+This method would take the target reward cycle as its sole argument, and
+optionally return a Bitcoin script.  The smart contract that implements this
+trait is free to take any action it wants to implement this method.
+
+The `.sbtc` contract would enable STX holders to choose the address of this
+smart contract through a majority vote on the Stacks chain.  To minimize miner
+interference with votes, they would do so by first calling a function that
+commits their STX to a salted hash of their preferred contract identifier.
+Then, once the transaction finalizes, the `.sbtc` contract would allow anyone
+to reveal the hash preimage and salt via a separate function.  This way, miners
+do not know what contract is being voted on, and would not know this until
+there was no way to censor or reorg the vote.
+
+The act of revealing the backup steward contract address and salt can be done
+either through a Stacks transaction that calls into `.sbtc` to do so, or via a
+Bitcoin transaction that does likewise (see Appendix A).  If the latter option
+is taken, miners are required to process it in any subsequent Stacks block on a
+fork that does not yet include it (thereby materializing the revelation in all
+forks).
+
+## Fork Rules
+
+This proposal preserves Stacks' Nakamoto consensus in order to remain resilient
+in the face of node churn and network unavailability.  The ability to fork
+gives the blockchain a degree of resilience not found in traditional replicated
+state machine systems (including PoS blockchains): there is no barrier-to-entry
+to become a block producer, and the system will converge on the same canonical
+fork history as long as there exists a BFT-majority of connected block
+producers.
+
+However, a key challenge to designing a 2-way peg between Bitcoin and a
+blockchain with Nakamoto consensus is that the blockchain can fork, potentially
+leading to inconsistencies between blockchains forks and Bitcoin forks.  Stacks
+addresses this challenge in two ways:
+
+* Stacks blocks are tied to Bitcoin blocks, so if Bitcoin forks, the Stacks
+blockchain's nodes will automatically track both forks.  This ensures that
+Bitcoin forks do not produce inconsistent Stacks forks.  This is the behavior
+of the system today.
+
+* Stacks maintains Nakamoto consensus for a fixed number
+of Bitcoin blocks.  That is, Stacks can fork independently of Bitcoin, but each
+block in Stacks cannot have a parent that was mined more than 100 Bitcoin
+blocks ago.  This is a proposed change to the system.
+
+This latter design point is required to ensure that Stackers can redeem sBTC
+peg-outs in a timely manner while preserving peg safety.  If Stacks can't fork
+beyond 100 Bitcoin blocks, then a peg-out request cannot be invalidated by
+Stacks miners after 100 Bitcoin blocks have passed.  While limiting the fork
+length is necessary to implement sBTC, it introduces some challenges to
+preserving system liveness under adverse conditions: dealing with the threat of
+a persistent 51% miner, and dealing with the threat of a miner that does not
+disclose blocks.
+
+The reader will recall that Stacks miners produce blocks by first sending a
+block-commit transaction to the Bitcoin blockchain, which contains the hash of
+the Stacks block.  However, because Stacks is a single-leader blockchain that
+can fork, there is no protocol-level requirement for the Stacks miner to ever
+broadcast their block to the Stacks network (there are, however, incentives to
+do so -- doing so is the only way in which the miner can receive a block
+reward).  What this means is that a malicious Stacks miner can effectively
+decide the set of chain tips if they win 100 blocks in a row, and halt the
+Stacks chain by winning 100 sortitions in a row and never announcing any Stacks
+blocks.
+
+This proposal addresses both scenarios in three ways:
+
+* We increase the
+economic cost to produce forks after a short time horizon.  To produce a fork
+of at least 7 blocks deep, the miner must have the explicit support of a
+majority of the locked STX.
+
+* We provide a way for Stackers to preserve the
+safety of the peg if the attacker wins up to 99 blocks in a row by culling
+forks whose sBTC balance state is inconsistent with the peg state.
+
+* We
+provide a way for a majority of Stackers and a minority of honest miners to
+work together to thwart a hidden block attack before the attacker can win 100
+hidden blocks in a row.
+
+Now, the security budget of the system is no longer just the mining budget.  In
+the case of double-spend attacks whereby the attacker unwinds the last 6 Stacks
+blocks, we make it so the attacker must control a majority of locked STX in
+addition to the majority of mining power.  In both chronic 51% and hidden block
+attacks, we make it so that if honest miners can produce and broadcast one
+Stacks block for every 100 sortitions, the system will remain live, and the
+attacker's fork (hidden or public) will never become the canonical fork if its
+sBTC state is revealed to be inconsistent with the honest fork.  To halt the
+Stacks chain, the attacker must vastly out-spend all honest miners for 100
+Bitcoin blocks.  Even if the attacker succeeds, the peg wallet itself remains
+safe -- the only way to steal the peg wallet's BTC is to control 70% of the
+locked STX at the time of the attack.
+
+### Block-commit Lifecycle
+
+
+In this proposal, a Stacks block-commit goes through three phases as the chain
+grows: the **unconfirmed** phase, the **frozen** phase, and the **finalized**
+phase (Figure 1).
+
+![Figure 1](./figure-1.png)
+
+_Figure 1: Finalized, Frozen, and Unconfirmed Stacks block-commits (all
+unblessed).  At most one of them is the highest frozen block-commit.  Note the
+typo in the figure -- a finalized block-commit is mined **100** Bitcoin blocks
+in the past, not 150._
+
+* A Stacks block-commit is **unconfirmed** if it does not yet have 6 Stacks
+confirmations, AND, it descends from the highest frozen block-commit (see
+below).
+
+* A Stacks block-commit is **frozen** if it either has at least 6
+Stacks confirmations OR it does not descend from the highest frozen
+block-commit (see below), and the Bitcoin block it is mined in does not yet
+have 100 Bitcoin confirmations.
+
+* A Stacks block-commit is **finalized** if it
+has at least 6 Stacks confirmations, and the Bitcoin block it was mined in has
+at least 100 Bitcoin confirmations.
+
+* Once frozen, it stays frozen.  Once
+finalized, it stays finalized.
+
+Because there is at most one Stacks block mined per Bitcoin block, then once
+there exists a Stacks fork of 6+ blocks, then there exists exactly one
+**highest frozen block-commit** in the chain, which was the most recent Stacks
+block-commit to get 6 Stacks confirmations.  The highest frozen block-commit
+advances whenever a new Bitcoin block is appended to the Bitcoin chain which
+contains a new valid block-commit.
+
+### Stacker Blessings
+
+While a block-commit is in the unconfirmed or frozen phases, it can be in one
+of two states: blessed and unblessed (Figure 2).  The introduction of a blessed
+versus an unblessed block-commit is what empowers Stackers to help miners
+overcome a hidden-block miner, even if the hidden-block miner has the vast
+majority of the mining power.  The differences are as follows:
+
+* Unblessed block-commits are just normal block-commits.
+
+* Blessed block-commits
+are either selected by a majority of Stackers, or they descend from the
+block-commit that Stackers blessed last.
+
+* Miners can build off of any blessed
+block-commit (or any of its descendants).  They cannot build off of frozen
+block-commits that are not blessed.
+
+![Figure 2](./figure-2.png)
+
+_Figure 2: Block-commit states and state transitions.  All non-finalized
+block-commits' states, as well as the identity of the highest frozen
+block-commit, are re-evaluated upon the arrival of a new sortition, which may
+produce at most one block-commit and bless a frozen block-commit (thereby
+revoking all outstanding blessings)._
+
+A _blessed_ block-commit is a heretofore frozen block-commit that Stackers
+permit miners to build off of.  They permit this in order to enable honest
+miners to recover from the scenario where the highest frozen block-commit's
+Stacks block is hidden or has a hidden ancestor (rendering it unprocessable).
+By blessing a frozen block-commit, Stackers enable honest miners to "fork
+around" the unavailable data.
+
+Stackers may select any frozen block-commit to become a blessed block-commit
+with a majority vote (as measured by locked STX).  This vote is broadcast to
+the network as a Bitcoin transaction to ensure that all Stacks nodes will see
+it.  Stackers vote individually; they do not need the peg wallet to be live to
+activate a blessing.
+
+The ability to permit mining deep forks introduces the possibility of allowing
+malicious miners to reorg the Stacks chain back more than 6 blocks.  However,
+the harm that could arise from this is mitigated by the fact that the _only
+legitimate reason_ for Stackers to bless a block-commit is if (1) it is an
+ancestor of the highest frozen block-commit or (2) the network does not seem to
+have the Stacks block for it, or one of its descendants.  Such a scenario will
+be widely apparent (meaning that users, wallets, and exchanges would simply
+increase the number of required confirmations before accepting transactions).
+Similarly, any attempt to abuse the ability to bless block-commits will _also_
+be widely apparent.  So, honest miners would be able to identify and ignore
+illegitimate blessings should they ever arise, and the only way an illegitimate
+blessing could be weaponized to bring harm to users is if the attacker both
+controlled a majority of locked STX and mining power.
+
+Once blessed, a block-commit can be in one of two states: **unconfirmed** or
+**finalized**.  Miners can build on unconfirmed blessed block-commits _in
+addition to_ unconfirmed unblessed block-commits.  They may freely and
+individually choose which commits to build off of.
+
+All unconfirmed blessed block-commits descend from the Stacker-blessed
+block-commit.  A blessed block-commit that reaches the finalized phase loses
+its blessing -- it can no longer be built upon.
+
+There is at most one blessed tree of block-commits in the system at any given
+time.  If Stackers bless a different block-commit, then all existing blessings
+are invalidated -- the prior blessed block-commits are no longer blessed, and
+miners can no longer build atop them.  This gives Stackers the ability to
+re-attempt recovery from a hidden block attack should the attacker also attack
+the nascent blessed fork, while also ensuring that Stackers do not arbitrarily
+open mining to any Stacks block of their choosing (which could be exploited by
+malicious miners trying to reorg the chain).
+
+If the longest blessed fork receives more Stacks confirmations than the
+canonical fork -- i.e. its tip has a higher height than the heretofore
+canonical fork -- then the blessing disappears and this new block becomes the
+canonical tip (Figure 3).
+
+![Figure 3](./figure-3.png)
+
+_Figure 3: Once a blessed fork (in red) receives more confirmations than the
+missing canonical Stacks fork blocks (missing blocks are marked with "?"), then
+it becomes unblessed and this fork becomes the new canonical fork, with a new
+highest frozen block-commit and a new set of unconfirmed blocks.  Other blessed
+forks become frozen._
+
+These new behaviors give the system the following properties.
+
+* There is exactly one highest frozen block-commit across the entire Stacks
+chain across all of its forks.  The only exception to this is if there are
+fewer than 6 Stacks blocks _anywhere_. 
+
+* The highest frozen block-commit's
+height monotonically increases.  When a new Stacks block is mined, its parent
+will either be the canonical Stacks tip, or it will be a sibling of an
+unconfirmed Stacks block.  In the first case, the highest frozen block-commit's
+height increases by 1.  In the second case, the highest frozen block-commit's
+height is unchanged.
+
+* When mining off of unblessed block-commits, the highest
+frozen block-commit at Bitcoin height N will either be the same as the one in
+Bitcoin height N+1, or it will be the parent of the one in Bitcoin height N+1.
+This is _not true_ when considering blessed block-commits.
+
+### Rules
+
+By introducing both lifecycle phases and Stacker blessings, this proposal
+creates a new fork-choice rule for Stacks: the canonical fork is always tipped
+by the highest descendant of the highest frozen block-commit's Stacks block,
+even if the block for it is not yet published.
+
+In doing so, the system creates a new miner rule: a miner can mine off of any
+descendant of the highest frozen block-commit (i.e. any unblessed
+block-commit), and it can mine off of any descendant of a blessed block-commit.
+Miners freely and individually choose which member of this set of block-commits
+to mine off of.  A miner cannot mine off of any other block-commits.
+
+### Finalization
+
+Once a block-commit receives 100 Bitcoin confirmations, it can no longer be
+blessed.
+
+When Stackers fulfill a peg-out request, they invalidate all Stacks forks in
+which the peg-out would result in an inconsistent chain state (i.e. someone's
+sBTC balance becomes negative).  These forks will never be treated as canonical
+as long as they contain such inconsistencies.  As such, the act of Stackers
+fulfilling a peg-out request that materializes in Stacks block B is declaring
+that any Stacks fork that descends from B might be canonical (i.e. the
+canonical fork must include B).
+
+Consequently, the act of processing a peg-out is used to keep the chain alive
+even if someone manages to mine 99 block-commits without disclosing their
+blocks.  As long as there exists at least one valid publicly-disclosed block,
+then Stackers can use it to authenticate and process peg-outs and in doing so,
+require that block to be part of the canonical chain.  This enables miners and
+Stackers to prevent a hidden-block miner from halting the chain while spending
+far fewer resources than the attacker.  It also prevents a 51% attacker from
+denying sBTC transfers and peg-outs: if any sBTC transfer materializes in the
+honest fork, and Stackers process at least one peg-out on that fork, then the
+51% attacker's fork is obliged to _also_ process the _same_ sBTC transfers in
+order to keep their fork canonical.
+
+# Related Work
+
+This section is not done yet.  Notes follow.
+
+* PowPeg in RSK
+
+	* Requires HSMs on a majority of Bitcoin miners (brittle;
+closed-membership)
+
+	* Has a token with coinbases to incentivize validator
+liveness regardless of tx volume (good!)
+
+	* Probably the closest system to what
+we're building
+
+* Sidechains / drivechains
+
+	* No incentive for validators to
+process transactions, outside of miniscule tx fees
+
+	* No compelling answer for
+dealing with sidechain reorgs (Bitcoin miners have to fully validate, which
+does not scale)
+
+* Liquid
+
+	* No incentive for validators to process transactions,
+outside of miniscule tx fees
+
+	* Closed-membership federation is brittle and its
+admission process is opaque
+
+	* Why should users trust certain federation
+members' decisions? 
+
+* Merged mining
+
+	* Requires majority Bitcoin miner
+
+participation (risky without 100% participation -- one Bitcoin miner could have
+majority merged-mining power, like with Namecoin)
+
+	* Bitcoin miners must
+validate merged-mined chain (does not scale)
+
+None of the above can recover from a peg failure.
+
+Marvin Janssen (of Ryder) has a proposal for a "Bitcoin train" taproot script
+for recovering from a peg liveness failure that should be given further
+consideration.
+
+# Backwards Compatibility
+
+Two properties from the Stacks blockchain are dropped in this proposal:
+
+* **The ability to mine off of any prior Stacks block.**  To date, there has
+never been a Stacks block whose ancestor was over 100 Bitcoin blocks back (or
+even 10 Bitcoin blocks back).  Every deep fork in Stacks that has ever arisen
+was due to a bug, not miners leveraging this feature.  Furthermore, the
+necessity of this feature is questionable, since its need is motivated by an
+already-catastrophic blockchain failure (in which case, other remedies such as
+hard forks would be viable alternatives).
+
+* **The ability for miners to choose their block-commit value on-the-fly.** In
+this proposal, miners must choose a block-commit value for the next block they
+intend to mine.  However, to date miners do not appear to dynamically adjust
+their PoX expenditures every block as it is, so this feature's ongoing utility
+is questionable.
+
+# Activation
+
+This section will be filled in with the advice of the CABs.
+
+# Conclusion
+
+This proposal describes sBTC, a novel Bitcoin 2-way-peg that offers a
+PoX-powered recovery procedure for temporary peg liveness failures while
+rewarding the peg wallet's stewards (Stackers, via PoX) for staying online
+regardless of how much or little peg traffic exists.  The proposal sacrifices
+forks of arbitrary length in order to handle peg-ins and peg-outs of arbitrary
+size in a fixed amount of time in an in-band fashion, while keeping mining and
+Stacking running in an open-membership setting.  Building the peg on Stacks
+avoids complicated designs related to Bitcoin forking by ensuring that the peg
+state exists in all Bitcoin forks.  By making sure that Stacking and
+peg-operations materialize in all Stacks forks, we additionally ensure that
+mining on the canonical chain is always the most profitable course of action
+for miners.
+
+# Appendix A: New Transactions
+
+This section describes the wire formats of the various sBTC Bitcoin
+transactions.
+
+### Peg Hand-off Transaction
+
+* **Description**: This is used by the current reward cycle's Stackers to send
+the pegged-in BTC to the next reward cycle's Stackers' peg wallet address.
+
+* **Opcode**: `H`
+
+* **Data**
+
+	* **Bytes 3-11**: The reward cycle number
+(big-endian) corresponding to the Stacker set doing the hand-off
+
+* **Output 2**: the new peg wallet address
+
+* **Notes**: Anyone can send a hand-off
+transaction in order to (re-)fill the current reward cycle's peg wallet.  This
+is used to recover from loss of BTC due to transaction fees, or even wallet
+theft.
+
+
+### Peg-In Transaction
+
+* **Description**: This is used by an sBTC user to peg-in BTC and materialize
+sBTC. 
+
+* **Opcode**: `<`
+
+* **Data**
+
+	* **Bytes 3-80**: c32-encoded Stacks
+address to receive the sBTC
+
+* **Output 2**: the current peg wallet address
+
+### Peg-out Request Transaction
+
+* **Description**: This is used by an sBTC holder to request a peg-out *
+**Opcode**: `>`
+
+* **Data**
+
+	* **Bytes 3-11**: The number of sBTC to peg-out, in
+satoshis (big-endian)
+
+        * **Bytes 11-76**: A 65-byte recoverable secp256k1 low-S
+signature from the sBTC owner's private key(s), over the SHA512/256 hash of the
+bytes consisting of
+
+		* the number of sBTC (bytes 3-11 above)
+
+		* Output 2's
+scriptPubKey
+
+* **Output 2**: a dust output with the recipient Bitcoin
+scriptPubKey
+
+* **Notes:** This representation includes the signature in the
+`OP_RETURN` instead of the scriptSig or witness in order to separate the Stacks
+account holder from the Bitcoin holder who will send this transaction.  For
+example, a Stacks user might receive sBTC but have no BTC with which to fund
+the peg-out.  In this case, the Stacks user could use a peg-out service to
+create and broadcast a Bitcoin transaction on their behalf (possibly via an
+atomic swap on the Stacks chain, in exchange for some sBTC or STX).
+
+### Peg-out Fulfillment Transaction
+
+* **Description**: This is used by the Stackers to fulfill a peg-out request 
+
+* **Opcode**: `!`
+
+* **Data**:
+
+	* **Bytes 3-35**: The Stacks block tip whose chain
+state view was used to validate the peg-out request
+
+* **Output 2**: pays to an
+existing peg-out request transaction's scriptPubKey
+
+* **Notes**: Anyone can
+send this transaction to partially or completely fulfill a peg-out request.  It
+does not need to be the Stackers themselves.  If this was sent by Stackers,
+then the block and its ancestors effectively must be canonical (or 70% of
+Stackers were lying).  This has implications for when peg-outs are fulfilled
+when the majority of block-commits' block data is hidden by an attacker.
+
+### Block Pre-commit
+
+* **Description**: This is a modified block-commit transaction in which the
+amount of BTC the miner will spend on its next block-commit is disclosed.  
+
+* **Opcode**: (same as a block-commit)
+
+* **Data**: (same as a block-commit)
+
+* **Output 2-3**: (same as a block-commit -- this is either 2 PoX outputs or 1
+PoB output)
+
+* **Output 4**: a change address that will be spent in the next
+block-commit transaction, whose satoshi value will be equal to the value spent
+in the next block-commit's PoX or PoB outputs.
+
+* **Output 5**: change address
+for the remaining BTC
+
+* **Notes**: The block pre-commit transaction must
+consume both change address outputs.  This not only implements the mining
+window, but proves that the miner committed in advance to paying an exact
+amount of BTC to mine.
+
+### Backup Steward Contract Reveal
+
+* **Description**: This is used to reveal a STX holder's choice of a backup
+steward smart contract. 
+
+* **Opcode**: `b`
+
+* **Data**:
+
+	* **Bytes 3-80**: The contract identifier
+
+* **Output 2** The 20-byte salt, as a p2wpkh scriptPubKey
+
+* **Notes**: Anyone can send this transaction. It will reveal at most one salted
+hash in the `.sbtc` contract.  It is expected that most users will just commit
+to the salted hash, and privately disclose the contract identifier and salt to
+a service that will send this transaction on their behalf.
+
+### Collateralization Parameter Vote
+
+* **Description**: This is used by a Stacker to vote for the parameters of the
+peg wallet. 
+
+* **Opcode**: `C`
+
+* **Data:**
+
+	* **Bytes 3-11**: A big-endian
+64-bit unsigned integer representing the size of the sample window for which to
+derive the STX/BTC exchange rate, based on miner activity.
+
+	* **Bytes 11-13**: A big-endian 16-bit unsigned integer representing the collateralization limit
+as a whole-integer percentage. For example, a value of `200` indicates that the
+locked STX must be worth at least 200% more than the sBTC in the peg wallet in
+order for more sBTC to materialize.
+
+* **Notes**:  Any sBTC holder can send
+this transaction.  New parameters take effect in the next reward cycle if (a)
+the sender has _not_ touched their sBTC in-between when they voted and when the
+reward cycle begins, and (b) the new parameters are backed by at least 70% of
+the liquid sBTC.
+
+### Stacker Blessing
+
+* **Description**:  This is used by a Stacker to vote to bless a block-commit.
+
+* **Opcode**: `B`
+
+* **Data:**
+
+	* **Bytes 3-11**: A big-endian 64-bit unsigned
+integer representing the absolute Bitcoin block height at which the target
+block-commit can be found
+
+	* **Bytes 12-14**:  A big-endian 16-bit unsigned
+integer representing the absolute offset in the Bitcoin block at which the
+target block-commit can be found
+
+	* **Bytes 14-69**: A 65-byte recoverable low-S
+secp256k1 signature over the data between bytes 0 and 14 and the previous
+Bitcoin block hash.  The signature must be from the Stacker's peg wallet key.
+
+* **Notes**:  Any Stacker can vote individually.  The system tabulates votes
+and declares that a blessing has taken place if a majority of the current
+reward cycle's locked STX has voted for the same block-commit.
+