From 82f71b08cda4d31e40197c5f7e10a51ee8010bef Mon Sep 17 00:00:00 2001
From: even <philippe.even@loria.fr>
Date: Thu, 13 Dec 2018 23:17:16 +0100
Subject: [PATCH] Article: notions revisited

---
 Article/Fig_notions/adaptionBounds_full.png | Bin 0 -> 37605 bytes
 Article/Fig_notions/adaptionBounds_zoom.png | Bin 0 -> 12757 bytes
 Article/Fig_notions/adaptionLines_full.png  | Bin 0 -> 32966 bytes
 Article/Fig_notions/adaptionLines_zoom.png  | Bin 0 -> 9690 bytes
 Article/Fig_notions/bswidth.tex             |   8 +-
 Article/Fig_notions/escapeFirst_full.png    | Bin 0 -> 38315 bytes
 Article/Fig_notions/escapeFirst_zoom.png    | Bin 0 -> 3453 bytes
 Article/biblio.bib                          |   2 +-
 Article/intro.tex                           |   7 +-
 Article/notions.tex                         | 201 +++++++++++---------
 10 files changed, 123 insertions(+), 95 deletions(-)
 create mode 100644 Article/Fig_notions/adaptionBounds_full.png
 create mode 100644 Article/Fig_notions/adaptionBounds_zoom.png
 create mode 100644 Article/Fig_notions/adaptionLines_full.png
 create mode 100644 Article/Fig_notions/adaptionLines_zoom.png
 create mode 100644 Article/Fig_notions/escapeFirst_full.png
 create mode 100644 Article/Fig_notions/escapeFirst_zoom.png

diff --git a/Article/Fig_notions/adaptionBounds_full.png b/Article/Fig_notions/adaptionBounds_full.png
new file mode 100644
index 0000000000000000000000000000000000000000..c874a9899a1e321e907dd0fc4dc3dccab8d7cb2c
GIT binary patch
literal 37605
zcmX_ncUaPI)V}RK)Y8<{(#%ZJ%*>oLTxD5iPE>MbiX&GpMrGzo2~*S@RBBnExNr-(
zw>T2qxVPd$l;zKU@B4k93$73Ua9z*yT%U99``qU~kxz^bP8=0I%E!ld;=ZBoQ$D`E
zyFd4s9sc(a%KziH`#AE-(8`yO?_}M-@16wtlVW^)7x?b$-gy?7x(EwMO*12G29s0o
zU;lhxI^p(RvkOv&hxW*v;h(EgyMt#8<bL(j{q1lMFLgmLSU8i~nWFnU`^_i5i$^ls
zE`5HeO_N-RpGlp;)oVo3s%VM*WF^w)fXxcp@JIp1Y;&L=!`qPMpPQc-K>he}S<arv
z*_OHv-CFSp_VU6<_yq(+H^s>qwKQ_M+$roeByW?!NLW8}^Z<Wz0gi)}nOWcVd7zjm
zFDbua?J>rtla!=XTsjmmy#jd;Ia8u%193suY!Uh3B#f_v?Et(Zl-upt7Aa?Wa=Q9@
znb4x#=Hb>!pVQ_?%;Cfqw^P%T65i@I!ggnyo0)$#ikF3J5Z`ee)Wnum81c~-dM;lF
zJCJxM^k4!41OjETxDL-r9GAY}V8&ICeZ`+>FpvAbzP@E)!5_WyPeJOWwzq#ZoPp8^
zQ%SKC8KgeVHe|-ztW~ou?A)zjZEfu-u)H3=*AXW?_)*4jn+4kOcxbr0EXPn@5Xff%
z(?9)=E2Gs<wQEN?co&AH%h@UEBm<X_u=-!z?ej9o&CS>RRz)vS@s|52VKOR(`df<v
zrls5_81ywcYt<?ZLqIlFCONv%^QLr=FMia@_yUMSe}WW#AYHgxa9g23PSAdZo9)Mi
zO-mo{Z0Aq%A#R+b*pAvQ^nCZCb$+{-^#%C7ZMeT*PRb}zF`@f2&SFlPXZ`px$)N9U
zPT00wi<Gs_gG(%IRbINig#1EK@l(!BIBjpd@z%Ni8%8QZ^aikTNuUPYYc)xRZ+eXb
zNx&Nl+`fDFZp|BgiJj->ty-vU9JwsX>dF@l-uB$j5$-GOlATz3PwKr7$K__a`tJiy
zw6KH~ZLY|~h7P4#sh7O<UBf2`8Wnc<#0aGnp1ZQwc`vSOJOO=T-`jwwtP{)9cJ-<(
zxwbq7xpuEIhM#v8`eCg)V6Kxo2U68{KL`c1o<~8rOe1FpSm>Fy{R~SF*I?Y^FLqf&
zHd*`Q^Uhko%R-tzcg>!nmYiLRCPJqNU2$3z%hf(9%VPcH6o7Bv!RQIcW)1Vevl1%u
zE=S$~_T$=JTK7D7zjf)W>Ro#4&X@h4Fw8Z|<I2*tI3BWtMc1QM?(-r|zjIa5|0_%o
z6c7+NcyvwURCdFYw?aXG7ZRqwk4%^R^ng!!Kq_y#Jh^i;$I%53WT5W-?C5ZtQ4G7j
zw^#3K)Rz`s%OT4d8E2M;rX0<p_#ILICHA?Oh|ya1I3%p*dxCzuh`LW_Uhy}p%aZkv
zlBBOmDfC{&l-cW6EX_<}Ih(H@!;bAq{J3r9xl$ICVa<r}ub!EXh(Pcgsh~d$6v*fX
zI}vDWZL3E5u6%=$TKq`HiC#!TSxHe*Jic2Cny8A*q9L2iQ1ET(H*)-uXu2>`05rXV
z+e`9EeW#G(!Iy*~kDDnR%6n83cVr{?n{x!<klEF*hYMn7N;s?apFua_s}V4om;7<o
z=#sZ@c)*MvONTYEBl}5A*<*$)(R*kEQ2{uzyLO_R$jK@O4+P$HB>z72cN@AoUN6<%
z)pb!O2D%(0+o0eI=YG{*wstWL2q^i8vAl9-GE_aG{|5=ylcF@p4E0yko<8Pv9A#ho
zAz}XN89Rg%lbt^FoHG97hrLRp&<8_Pi^g|E#IR4dZ8TkDV^p3!9oaN)g{XQy0G#&N
zEbD1hWUU>;yQ>C_WiP`~KQ@mnj8sj$ejM8&toubLaJjWayU^GGX$T*=iYfI7&-r<(
zHF^UHXS|h8hd~m;jK1g{1x#RuogT0kE!4QwMO0P)_^K&yWBV65wndmVO@GxprHL<M
zHdh!g3pAGl`^NKKHLF-1vl4R>H@DNPHleTlOd}s{lyn5ccMhcwu7t`Y-ynlv*yznZ
zr`MmIx(N*%;Q@$cIu<Z5e_V8X{4Wfj+I^Fgph;q_EI5`Qixbmu90uU~J-Jrxag4SB
z2Kkh`MhLGd_knP_Xpcg2QCl#a#Kv&r(Uk+{!b@e%i$6Zqy=g>OJ{4U)nwU?yVaf82
zX2>V8>lk^dG>wJC2~heOp6FrpMQDn_P={0hO`J8Z8;XZwp*qpmtK4R~8XuRDh;zX>
z(p7}~2Ky^OMA_keJoM9(2|Ba&G1K{L)B0}KN$xGFuB%4#6_4aUYZpbJ_a!lW;SjyO
zAQ+Az!Wzum->K#>Ub8r7hJo7;xuuXMtWG!iLU_K1!2Uav`C`Mw#xIghHL5>>I`_Zm
z7Sv;L>#<sS)fH)FN4k}+`;85mIroW6r(}`VC+HpYw1TBDNst^!BVb)N{njXDni<Pk
z1O?4Wmd{TN;{3c8E?99!UiYMHtq~JO2AH4MeYy8$IxJz$rGu}B1ND8WZc2{_x%uHj
zxT;=T@RnZ)ebGY_I{vAmkr*`kQ|Hf3Mu`_=268G%bviO90OtBEH!CB=6Qn18sj85)
zGGjmmxwgumwDh&JUrnmNH|Q(XU9r}q2IWS^Qq}sGPkjz|HWHe;T(o&V*LRAsJhc7!
z7{~`u2p$O;*k^DGyj=;<XEF(R)rnf-31C3imwSaWzBgf<)qS2GaC-LA3#UTTE4H+$
zzK3@|9MYE9k)LMm^DnRNTv@{tS-+o=jk4=ag}#!0XV4eKxG76Nq0R#U0}PxFq}VaX
z<Q90&ZJ*XIWfivAVzjpuQFqeTGYhY1-%y*mtixORa(%AAwm3LfRWNx4IUP{^Mct?X
z*ICTk@GfWs(!dL!CBaDy+?u;VPXxmyR#LSf<c@JBY}^{3qx1a&mh7Ik9tj#5`pQ*N
zX`C*!#}YO4TuApzlwjP?$oAALV*Zm^a*54fyS#D<4Q-W`s>L&=cp9~0^B_5=*ZNcQ
zx&}{YDqqcFX*iJg)dn5u^k{d5x&TS7Z9jxJhuA+<L76v<T%08?+R6hGI=mqqSnrWx
ztIb@)Z%>*4X=Uq$zJoyj&MZt?-+@9H^#P>nnuZ{%=Bnets#T`+2=A+Nt8%oSZYC^2
z6%4A%x`5q*G_g%RVZNbZm}GT_xd%pBzML;Rsg*v7O%+miS=kY>gWWX-em{<5Q1*Z(
zKQvfVvTMXgOp0SN#{R9R)qg8&(A~8vhr=K8hIBF&sf^5myg>3lvZyL-S!kI>Q6ai~
zy_X@)<%$L}`x0b3C7$P88+8e#i--K$CWmG<miRHfgKA1b?2jeS`3^qOX9D)5F8d;k
zME_{Ux+p)c6?kLVa|q%U(%>eR!`lRw1TT3t^5&F6@Z5fkSK(&r<(=Q@`E<p2{sofi
zdwngn#e@@=7gtAHCFz{L!h1qcpV!Pv)ywTN`a{|dLwA$aeO&M89&Be1DxT6V91B_h
z5HN$j!F&LQ2+mz)9XbK}l;|B@?$bRWTh=jlFSE0kV*2S$f<o;GA|UBwkoOe&u5HMl
zuV%}G?o)Ve|Mp0FF1t=&44B{1vZU_nhH&XkpDv+F^q3_Oy#9(krgQ&dA+WwKsZjLh
zStpyv>0kb8Lv1Q5RdzSgaJLyVFuUq+zPuIDWwgtBwwM{S2QsaJu?lZh4(cymxq%G!
zs%rO2FX+FAAhE-lI>8&(lI*2mkFa3T-fph|Q{ziiEx*~$tVhWaMMaY;%?Am^1cEBV
zvvg|k)Nt|e(6k5^k=H+7tX6D^s0nP=7);U4^ba&OHNBJh^D!&)!mzDvw968_HVt%&
zSI59$SmuzM(~?XH&8kisb$7`g;Foi<LOaK`sxfcg&;4{Z4SG=ZY^JPi@Y5oc)g9gI
zoF^9R@2XXbb+-Qcj|@4md`;=)!HqxFh%2K@BfrzHMrlxj$dVz0J@+Un!Nakir`7y(
z186ZArAeQEFLl{N-2xlM#Lo(lmKk=|r_TzBVp_f__l&{x_I3>7bwvfff3-hGN$X_=
zHQY%jG?p!@tZ=jLe53VFWa?e}<~?nrQd)`~ESULnqSutyjk~CN517baZu>1HVXdJ+
zO4ky29hNYG!n%drx{f@HX^eW70X{|GpEsK|cn>)?E)js9oCMlZ*yH#Cd)-C-q>ccJ
z(pz6^9X-lbhhm{uQC^On6=kXAGeht0L)y^1E=fQ5nJ|xZP1ktn782?I*PEkMl(Sw}
z9%>F_g{ks3$7hQfcIRn}W@Q_ps>02rn<Jda<_Vg(%4Uu-VcB!FK}l3C*HowP73C?r
z6$KElnl2JQb!%qyk#HM(;UwLUaRPIz;+G3SP3Qba80eaB<wrPlA;vEG)^gRVAWcLR
zg)PX+pawhr4DHZ%>Nz0E^A8Uw*I`Ay-(3j#wbJ=hGY{p{ZF+Ex%piv@T(3p4Hq`JN
zgeQuCIjFkA;KPvsk9$!9w-M|HHJc*p5JPdNJJ+kGF{pal6dc5xuF9>*@ECmDagOr$
zx+A>M5CH~*F&i%Jc(44i8lYAs`yNbOjD8dQ3y7I2geuBDeJL?Cpiz3E8<?ps8wZhy
zm%QouBHCS*TlVM+6&hejxfv2^XzF4R5@JD%8-dGh_yzd;Gwu^Rf11Af_T*DHE@jH6
z%qA>>`EX$ETf$E9g18#Jr2T~wQe^0FKMEAo(kgA_YelPk#A6v#OY@JVu=R=BKg|vj
zPPtw!!olhK8N}@&0N8zCdbL;IpP?u*qBWPrF9?j61#<sJ`>I)%RsDk8b-_4Y<(s^Y
zx~rJjI(77^yB@kV(`%%mhc+jw_QKwmmR(Xb2{jim4jfjvE{!;=Eaj;_ss+uN8uM&E
zO*Ez@YAM732Gw!brHc<eWP0$S^}d-%zBbzDna_^U+e3R|b0CTZ!|}s78%f&C90~jV
z7a2Qu)I+%s|L$I(Nyi_sT`zfJanP6}+ZhapS^?H#b<=OdM-;5yYDXk7<T(-dyd&*J
zJow6R&fZLU&=9jNLV~|J;3H_Ft11BcicxJAYI6Ep*PK_1PpxwQA*RmS91u)$ymN`h
z8v8AYvAup|<6$3kAk$?tN!@LrK`?mUZL;-cdf<X0Mq;gLqm~Ypla+cDIunyz^s@g_
z@{ca$V!%u0y;F~195RSuxbsPwyv)kC&=)#!)GC0TNtK|@k9Ax|@zD8r_o~4q?2YKA
z!9j^Y`__9EIy;>xGULAK!eGiGx28D7HoxaP7XzK0O=Rn4dc7LNAxjtoy)TBBK7&Kt
zTYZ`b7vb#R>7AcHefqS5*w-I4lP236j0gkPTEeGvWC@k#1qy<5$$m@(!ka=NY54SP
ztNW%?!GD3{Bm0_kHm**|WrsbxCT*H0Sw+4j)mFpo&A&x0P_~hOYy)yjpi`ZP1F&=`
z#o8X?I#VX2(`aCM9JRi6{VjQ%YvN2KHx3z0vd^=_05`HxCFb+2<5WpAu%i7oA1Jm>
zIOjm0H7V^V&^&kQ^91PdX-dk={t{@k#nAj8!W9L?ML3lseiGe(Y?c;XGrCPj&b1TT
z0^RU)+b$<*&+n{7JpPxkCGVuGOBaTuhn@C5*v{&-$qg9)tae_dDud+F?Hh95hxR)(
zFsca3_etp*^-p&ARmtZH{zH++tHiH0l&F4Yvmgf--YE~q9mM%Sw-$8-h6Q_)t?CH5
zQ1@+!Z!1?h-$@*dZKbk?hOYJ$gsl*WVQ(B;tgXGEaVDGf<=4i6^OP=0np<Iw!&ejs
znz&ob_Uj@1wclDFJ9AYqdq1AERcxIfTsp-QTyE7MR>fEqp8^w^gky&xunHN$Q4OTV
zTs36}T>G^ofW7&v!a_$)l8gF>M21@d7sy{Ow+j4OdwT$E{xztglSNShk#x4Ue_>d8
zzl@KdIn^Kc0Tx?CJEh+_PPiUvN+~LG$aIfVu?8>LS{5xAv4N_SJ!+onxoSTIoyuCM
zB!kIo$C~QL-RnzME#=H5SDWppA<B<{H%&4$C=t*<F4C|0F<_9LHvenfkR*XKTZS}&
zZS;+^af!^aR#d92!_?jBSWUzh+YVrv_tob5gB5p`KLMD*KPx%TyG3pg&YHvgi$F_}
z)$!V~Herr-P{}lN-s5jxePWNjRJcpUaMXyECU>)K!gC7*as-!YG_izoSkpkN<#A*P
zeMlQ$w(^t7g>3l<+lBG6uskjSiRfhP)I7O->C&Y-)J$><HCTA2YGhjyF^}@F+iIK)
zGExyKdY(Y|>6O2fu@E!&+C@*r?)lWq&YCVq;JMy`#MXk~!u*7qC2~Ne&*+KAZ5op)
z^pEa}!HQ}~o9nOJhWO<PAJ66b@cCe$W@Zq5H2vv&Ce3H>m_!y>HAN9bdvdeb>)fdv
ztU^kZKidBb+V5<nxKq9n>GcM4wEI?;3CwRYD6goBzqxx}^9M-tspWQ1qGJ4`e#{}l
z*m<w;L44jNbqO`_z7C7+*Gle@N-~ylds^>l=$xx~_Ez(fqm~q6#-4UJQZC8UDt&(8
z;9_w8enlF1-#58ZcnuY0Y57|0Higmg+QO!I828P~vz&n`7V8}@e7+`6ept0#BL|Xr
zy}F47SV;ijJ+m$+x7JizP2PaE9z0%#{dF8YnXnu9*FKpv9&4I;Vnr!zkyi6kgVdQC
zK<Acwqp=9^$g7M*I%%@+rzdx)k@T89d54?TuL@dY=?L4BI_k8Q`dl7_xH>dV`ABI`
zfGb^?u1dJ#yb{E0X+XH&88U-B$f^N*sZHl$7EAOkm^hCezs46k!3ZadJ3i7sB{^9s
z)N?~xGxcfoAg3OYW9wz#=*Io5;xx4&msgjio>~?R_%i8hf3cr6SVu!Gf`fjBdVaYg
zH7sTW;~kWe$|0ZU^@3y-S#2`Ho<P<g6{fYenAWX@^ui^<Q;S<In$jUDLb;X8Fiih+
z{%UANc}2=h)vLezlyX!MU7c{0`$}6grqn%J&Z~G@k0sj<<)k2q>ctfo%8COhw9V->
z9o3Lmmt~Gz-i4*-8$QuHs*Ko>VmNH%c{4iJj=34i<SeY%eCt%>w95t{X3H4Ue$xdP
z3)O}u#%(FfywP8^_z=IPO$pTWfzN7{AtmB=qW#Zi!9^pmlEt-w#jfZI6;wL^XG~i8
zg0`tXLsUj3@y_ET7<!)Ft?!A<s^G2d)u5_+ef43tZ&_g_lLxWF=10&H7=+0A<U`EK
zyA-^@&j*-F2TDP79#foIUvSh?9l-M(=0Ar13u#uo71y$Ca(T2W_Zj>P5J8N8E$|ns
zkbFdDt4XEI-5PE*u!$i@)HP@65yyt&zRPCzgtKPhUh8wmSd<|qs`tZf!o3&J;BXQ!
zp!Nf~tukQE+9)sNz_*+|M?DavrKCX~WxH8Ccc-p&M33&iF`HrYn8F^@z_-W61XQ`T
zJb(?`8a1lUXxQnDMh(j1%a_{2bIM95BnN3h^e(P6nFd)ho=aQVG6M%^PP7AFm%B0e
z!#Xy9B!q89MofZfQ=c?tZwg<cs{aoD<+1Y);92H|vD*DR98V(n<#IViT+glNofp}|
zy_X-Q(eXR>v<*N2)X&ns>0JpEzPwFuZkqUEY^P9GKSAAIkHyT2suoRgg_(h)x%c#O
z!PUi%F=t6ez}L)2gQSv%v_p%Vcr=lJ9o^>99@+Fsgo&6cCpk$DPNT`W<=I}VE1bUE
zhetiI+Ev_H*V+$F-;*)KnX!FdVw&rDG1J234Mc6<jl3K@&BMn9%$_F$Z!suh!btXb
ztz+;!I(0YBI<Ks0sa$vhwo3ICB1;rLo5t&WlTSQ*ZMkkVe@9ei0eUUuCGAV}(JVq~
zD7BK80z8fSeFTRXla*kDTDQ{RC2XN}AE|<YciT!i%*r!I!+iD?#675j#V~mJ`bKv$
zpUjE_mrx8JOr<-9OjNeiHMh!}WzZj{==_2#A<m2p@S4@dQ_jPuPJS+L1?+si5Vvq%
z{RO4(PT1W$nHR1moymN1<pybIapuLO-GB=Qh#&3-U#TPxG>z@XdJlM7r*Of^wK=+|
zBe{UrwwtT{bC;oXHlA!#l{ZaGaklSiL6#WmU=j&xOWZ+hBWE296Dv_%26fBUXY0e9
z+wmJGL4N_Ym$|+<&5}2o*`IZFeZn>wKed5AZLdi~0Sjd^us{TYbUb-w{!H48g>C6<
zFGB+E=uX!^wq|v?Tg7LMMzzi`nv99;w<fXHSzdr(zlWw}lVxQ!I5U~nf~b3DeX`*}
zR$1DN+%+yugor`b+bBr7ME?YF2?LI+nvgmu5h*i4(D*Rh9BQY?iasuEb#)*WDiZDJ
zVx4}Gs2#~(Hu526P7PY)U_Yf{x{y6a2P>({xqwcAYf=0ymhOOvt(7`|?oqfg`ULvC
zB&vDq*A~t4P-n$+!l^7+MzeT~GId$mi~Lz;J(ksM^r`Pg0k*Tqso|=2yNZrZ?qFr{
zLGEs$TJorYsFklre`>$-KCxluX3$O*KkT!x`IP$?wc<y1R$4`1U6wvcoBMSRk1u>~
zf<4HU1j)`K_^k#ZgPt190rt+i+71-{`4MIyFpUZF=~nStDht~@L9u+|aYB4!tQAwS
z^NT^_z6!MPocn4wC*CqBcIF`d#!oYfC-_Ti!@cGdt+FnSLQv0(y}Np5>$}P+;Wq1<
zaj0hC#?ZyJ$dVDsBE|#TD<TSMg)Hcto$ten4PW&LB9V9Z^3z$RGe@lyW#gu<^FQax
zWR;%*J-I3+h~iJN4f=C=-6yNqx&2u91AFg_pRFmOlJ!!8&2tFn7Mr0X7h12Q9`1g8
zvVcBiKdM7hc4f$%Ae7Bu1S&%q$jxEzXarU*<&M~obAHGy=)7uOj$5!U_j5%A1dz@I
zYiMd}R=lkS*m#5=BUV+%&yn5PlaIg%r-VbXI*Vfomn=><t4_UfcdDYpcmsoKk_F96
zA#_$p-cWX;r}pHWLTiFQYqwS|Q}}FSipcG2sfR3a7U=G`oLMS^T0!e-MUzL&jw;g7
z8KW<GLO<_yw06k=PC6)~B0h-v>ihj5rk|-+I36U4S0W_opr6+_8W554{(}PpncfHq
zV|$4uy!IwCCqy{t?x$f8)`c@-wPv6zRCg<5>%gDY#t8fJ;@bf?CK4JH!u1sP5J{&u
zyIf|8nXy5fI4(1LKH1yaR5H{&C^&TNk(W-<((&UNG}Y~2;gltDR?Q16-0wMi+Qcgs
zJ%%Ug3>-<a!jGT291|Z#k3C=6ovQ2@wWE);{PLN|k8N|EPv?-!LN5e-bA5u}D1P0W
zHsT{Lcv%r$wm`mGuHbCDn=Iiw-QI%215V{Z)gM={vsQC-7;7z#G;uZi>CUI-X$40Q
z5c6R<f_4MJNE(dsM)+VAd(P#>i54U@r06(ey`6tFA|7--#HXTdh^0c#A+)e3EYj79
zGS`I&G6uQ#cll|ye!|hFHJNPvbxq9h45~zFr)^3&b{M)Yd^u)***0%Lp6t$L)s&@3
z1~Y$$vW|tVeT)YLIntu>J6kOwoM77HB9|<Y0@q1-Q?>Nq-V6g;C-ct>NC#v&{Z>fi
zGjHzQsnYI`Kh(v%*kl(^8sj(UgL@(Gqy3|MLT%z2FG5|+MV`L2n&3S$fHCG4kWH}7
zNL77*rlJHzYa1`vNOoVMZR8uMxw87ka}R{dLf67jXCZ#%I)Fsd#+pP4t^9d7fY(**
zl;a}V=Qp=i0j!#Tidr*P(rbMi5#dy3vy*KGjBhM~Pfwk?X;YT*%f-in<kX(y;i3K1
zQcKr*1mRd)CYUZseY$48oU}17|9RkYC9vohf!nTZTaZckg~c=QgYdONDlqVG%rMjI
zR#{b9NZ?E!B3ILs@}z&Zx$&l_Ey5U*yHuMc6&lSJir3HYli-&-Q-E_xnCodgm3HlC
zj_XRLh+~D5>)_~`$GS*rR<wa-$jy50I}YIon%GT!#OB>K2j3z|dJ7u7+1AO$=+ecf
z*uT9S809T8{)x6uUrP5KQhBMLVWacic~d=OFHCRi>dyU$6>}icx%syGzSe53b8|*L
zW)og|CcT>3az_Do@OL4523{n6b2Pf8|4a3x*5%cTIinYFiTZ**zN7ap4<r6s(1P3s
zZYpV&(^YJfZ<OFGDMeMMpiV7)9o9<hyXIaJRt2mMVTtPwiQ(zPjB?p8x~vZ$p<X#=
zLWuYq-9U$0NNmUJa(cdp=g#116p`Ysw3OH3i#<N~`HqTCNMAi*mk};<!?k;4ALXdr
z9Nekzy*yGeh|ZwHUz5amQla{fcWN5#M2|R6>1&tK?YXB$NZcwl_zxwjvVGOyss6E5
z<sjvs+H>NC{gMHmG`jau7KTt&+CH5!#2q3&&S9)cK+Z^h=VeXMLOk#Ytr6?fu5Ky$
z%bONn>ctiXyIEsx5Ej0~YXWbUkL9OM3g;5IA(*~#;=TY;=*&cj9mCyN_sa)`)UAA(
zjwc&RA}Z@)wsz(CtP9;Y7SkRtLWe06qJmkwT{Zz--AkGiA5~fquW+S@AFskrT_c@6
z*0VQpdf`waz!)`!U06^|)^mV#6^bFc#NIk4ttjH$BVEr}e(`?{Gxmr{@~8J1pSDt+
z$43_r2vNfe&Ogr?*1O;`Y4)qqPMBFkxFt=JJ5Kt^-{4XWX8y@IgYQB_LFX<?MZa=g
zUCZ$wF4a^F_89x^4s}sp6KJ$^_R;_g&5T%$VxbtR9c)-o+_9j4nmu3Guf1y?{pgZg
zdne|v1fJaRx5JsnzO2K=NxMf6&XM!md{IhQJ~^)te`UK)mEOzlnM9SanvTbso<Zx6
zxO~-d$uF%`{e4B*lIr7k1|zH@`Oy%A>$lK}SW6ud|JXQ3FR7n+v9!6k{_?%QS`J$v
zQls97G__Elw~Vjf;4<acZs==8Ujtg7>=S(-@R_O60ES)F(9md^no#-Lc$8rMpBI3#
zw`gMvr3>?tT+Sez9Fp{H1J7X1)B<)7aku6uQp$vI4(1d)RamJ~rM^>Iv3-r6$B9>n
z`JDy9)~(?_kTr2}DCZTekD@L^q~of{D<T&b3{FV5?9pKt-uU26J1&8U{>BbaSDe|-
zsY!)WrIeXg(|?o=fZmnT)_WUf?!X(Nn8x=I<avWkGc5E2f~26c3>-VU5HxzzfOwTy
zHwu&`rrox0R^u@40i`M_!7pC*DqC;80;||fco1m8R2-2#L?hk2&-bs*xbI9*w5dv<
zUBTwZ7|2@yy5-|OU!SVJyV0$d!A=T2<J7*pt;P0MnhGQD7vrj083E04GX8kIc4>Bk
zqZp^+&1i^l*S2*=RPl)yYL#v`YDPb$Sv{o1#oUU@<c%jS5L&wYsubzvQ%35%D^}9Y
zIWaHE0P%chku_7?rey?Vor~?mle)YMiLyL1Z=;Jkj^`o`W$vPnuZZ-_W|nWBV`@Eb
z{=+OQ2p%&!0zXpE?>XD@Pw0Gq_FxdiyyynKwHV}H*YM{&22a?+;lnnhdvz`M6&T8&
zl3<_jcMv&G-k-H+GViL$l~0eZsM*`KwRK50AKpjMzg^8ntZr@1RgQF9H%9;Qp5Xc?
zBwl<%!e{&>DY)cSp4+3+)3lD1e$&XGJA=$&K=qe@fv+Rf6pkHA95qrg=NY;}+m>95
zgxW&w?2~B0dl~I!DSHME1Tpu1go}DTu3LNW7<cK-zpd_x(pcbAn9e4ZYIL|L^DhhL
zYiz*}G_}Aw1iElmCOUcA3XiuI6~?8jrzWgEy44)FKqi=8A>DrQ4T^RIIk=+4tD*3>
za{TEpWB7i&N;Ostx3HP$$geyqZs9eq6nm;w$i3e6nM72fiu?ipDKtr>c7|lG#EHv6
zuUAYgtiqzdnq@G|S)zxrxmy8kzoQL~0PdIW5(U7t+0<2$mwr#VdaZ)I?{urlR-quB
z&--`lh)>sUo5<|ZeId{>Q3wZ~{0KY+a`xHgSN}6}n20>h3{$O%adQPURPzkmGCQf~
ztgbcQwrJ*~YJA^q675(^|H&A`XN}4>I((s2{oz!85oHe6Y|aweGNn*KoZdXG2Sbo(
z|Lamil4GrIs0yL3V~$a@-w`*+a2@mHnAn4E(pze|F{8v+l4WM*uI_Z*W&!4#9?n*W
z&oe0)LRB_bO&@sMMs~8%soq>J?tk}-a-pAzJ}_$4iftU{nM+_o8kP>Bg2;H8nv<vb
z)9W3x8qwh&Nkpo{*IB?H$g#dqL&ijsAR=e@mqK*3(%3e{PdfEjz`!`6C-~#S#V3zj
zSTOgp8bn;q;k)RORD<J?e9KoE0<SZ?V!Yly*Htj{_Sn;E_D^#Wwp*aPQL`1R%UkB9
zbq0xln_Scd_=EYrpNYmEefGez=%vY{Wb3`b`__zoe@sv8>IMHUIPb0$+4l!IOxc#d
z>%GHKax%YVK?MF=;YOwTHhie=aCm{jp{6vz&B;LloF97RRj*X=m5h>)#fM;@O$;J&
z?<eA<aQ+whtAK@<He;Uyfb$!@h3_opt$D^;yre^o$@ck1JGW|xuw1wN7hpQ=WflJ;
zHEG3m-{zRjCbzPBj~od-q8Pl2bD)qI!kM~rf1q55cIz*DA|=`zyCL3X)+qWbKHz63
zI39WS{@#CL;JL3&Y@#xnx<^u80qv&8h`dnaTq=wv_PQW+FwSxpbNM$d&gB`z^cr9!
zx1~RJov<RuHl7PL#MdM=%o>G4&Xi6G2^w&J3|x8zHs|(gS!b*XPx7*9Ow|dB?Syxp
z{;irukyP6F2VzlOV?+cc1>{`qfJ1Rmg*-#nS_yfhKN^W2FIGJYuIS93w2w)V0j&(|
z1-xYf{`6iG%{W6n_>FMkznr$+q#!=CsDmkZVQaK+q2$u{o}vxNQLyN!&`k|d9YlWV
z8|Nc=5Ap^Y*4|GQB3BOwY42fO{OVsFW%q8WPW9;TU%C{$vs?M}oevI6_{qkvC4rDj
zq6zrwl5^OpiE58RHzcGM@Ij)P4675;H!t+1<8Fcg`RVpMu8o|dG;plZN^(f1zI;9Y
z7``CAt<*ErqPWoPqjm(&tkF&7f6YI9VP&#;@5+87ZwXd!Yz>K7;TIqWm4OD>nY4pj
zNsc$HB_5%B_ZUs^-vg&Lu?|84RNVI^{#m*Ml<B=WkC$AvsfshvjFgY@R?Xne6S7gy
z9!ofJXY1SYN)x7{JuZH?FIjV3Lbqp_0DOnaJ71pJYGQ?!j%Z1_um#?banfEl!1dcA
zyx~X$o^unl_R`5|+zXq|px(u9w1LmY)Bno@s2Qt{?lZnNyj$T>FYf|!vdN|jLZgi`
zC4RGLd<5Yg)vJ);n|#(b4%FcSr~*o|O>D~o%#Y<<;j}FGHr~$Kb6&<-a<(@^uJ*$T
z`JJl^E(nSDbXEJTR|psl5S^x1v~nDNeLLM6Yq@=rh3hQAtSU<hU>XxMx2>X@lu^a2
zeQSd=t%9p@FzoFNpM%l`)6Ix^4w_wX0o_m`eCf!Aix)52zxkg1!uep!`DA<Vb$x%R
zx23g3bQg%_u-{h$EH!3lS+(x5kNBf^UT)d0_2xkedbhim)R-7@Z8LWMgnt5G?%&?j
zCZ$`(-v$o);ca(cPBgTZjdv|q3Rj(<tCmJKuFCdPL)n|55mSHgtt84-K#io;(MZE1
zyqB+xq+pSQTDY}|hso>gIH~E#jlaLs46aLMd8?aa=M5W-t^UF65&3ItI-tnF#}ih@
zs}?2JHtFk@0{S*2GIiVxuFfyvVzmR<`l16a6d5c2@~->^f@!fS_@rHj_Z>{STUJ>R
zvN6<nwx;s;^IcouQ-H`<5)iVK{}WXj7qjL}>u^f=NcD+AFr}51CKh|$#tK~Xxie*5
zC8Z|B^CH?<u(vk6E~+8V=_PnqM4&xJLJ4_<)j+J-(oPffe|C3ijpC*sCYjNI@v?Fp
zoc-vL=HcgAm&(s|cM@W3-<r-ZO*gZCkKe|%h|0JhSr&X#F*hD;JCtQ;WNL@UNx}kg
z!w=2|3oYm+-?lh_wY}5Y_!3y@YsHCWhn!s@>{6R<Zoqs03iBoS(HeyG)>WNY!*xo^
z_|J(X%Oxh8;4b|KFq3NTI)pEMCfud3>r@>`%OP&ji3$IQp;whIKvd<XSIeH-_<Goi
z<?p}oyQglAy9ugn-diYvI5{&QU2bcXA=<U*Xl&OW4GCrlgCgYpQF9q++V2B{PwH>I
zr0yvaoE6N5d@#HG<OrX1-1k)boMRsGjoT~qMDlHJh5KCm1lj)mQiFP+lhS??C*tAx
zuJe{%aNL^oz}{t}$)#xKFzKcg-hhZ1@_`HE1WIN8%Z=GbOKJw%N*`&}Kw-o`?gK6?
z;$MNWC+Hi`UDaVCVT3<A>^v>ptIH+hgDa`zj2LTp>{u;SvP@lnYSIv6ZVLq~l*Jf`
zQTM-ewY=VN{jb(l!RN;&0z^PH3s+aJo_E1=7h(3w5KOdp3V-Y69Q||I<aZNV1LHqA
z&vt2`q>$;RFH7P9#dO~H6*hopk=128bFF?SSAX$P--k<kc3T&hjz9Tpb;P~>nT{mW
zqRQuiR_@QUDTk4O^l?bbHFISBh6tJzPHrqy;`g{7E5I`K1}hNBA@24ePkthUgLXmH
z#qRu_rt#sVo+zIVp5u_g@Sd~G%Z{{*Hb=$=(WPLtaq`r@h2)Q|VZ;L`eI1U$I+`XV
zQ4hEwGbJr<Ki?T`X31cGnghJc_8Ud4&qk=8#1{n5lr--A@P-=^H%#1pul+B9{!mFa
z?Ze-zrtC$K%@DC`L23p|2Cs&oM!?q84jL#5lHZ3W=jH9kDo$Te0A0fuz2;QUYBy~t
zx9s-$V@YJkm#dF}LZ8X$rvr0j1Xt1<`b@dK+#{XFU#r%cr(+Erp_Io|FnUm-f8cRs
z(Zw1bZU${S?h~pMv;}|Ut@+(7BvadlsH9w{DiY)KTDR`{B*qrLt?(bR=slP+;3IJC
zI1%goLbWR}y<13Nw2zH;`VJr`HH%i#2dT4rH)=AT|CBeo!0g2w;?AC()g<$@vSnO!
zH@eVuFM?jND}Lr*3a1vlj|z#(FN$&ulaH}luJ(@D0$+qqx8~t4pf78zwSm5{BJ^5H
z=EuBkB-<_YMqXmiA4BWziihS1t`bO>!psUkES15J`Xq(EsJFKF!9R@d%(gx>N|yCL
zWg2#NyRKV~Epf*jD|NiS8_kj%k~X?qBcQ<jRWE)`Jb>xE6Y#M&G<_|buKxo`Ds`j2
z>s1Q#nyA*|y|nZZxb7{Xwwdm5GC~I!c(!$a>E}KAm-J||t;_H779S@qx1JXA-EiL9
z`b9u49KR-gx!wwhK5t*gpDVh$RPDDgP`ZN*YbtRF8aSVSTUTL^dHT{%Pp}R=aG>_T
zcs{8j^r@aDMz|#pRa{({E^Uh_PD?g)^4hm+xu9Fdn!GxG9x?JF<{E3|8naQ<yH~Lg
zKE-ak4V!LS@o$XrQ6oX8*A&E*6^N1DeE5C0U2h}RrGAklY7*!3Jm54gR?6#v?#byH
zN|b{n>Sq~&e~xk$=n%fr19R2n4e7HWRs8126<3>^Tbl2z0uU9yO!Y2>egim3Ng*Gm
zT$ZvrITG*eY4!h0x*cj0DA)rsU34Sw@T4fe?K!*p#?(fK`$DzOUk#$j;(0fKVIo&3
zVcT5Wl53~XU$xFu1$W|UYxDUO$+|Li8jOaoO;myAsO@zYhtx;XZZ7i&v$Kop*k8w%
z4__6TC6xZ=3s5Y~6qL}0qyc8!pXn4{YBk)3r{w&U=~&KrNr*E1i+46EDJ@i@ZP5?J
zejqHXt+}(odO(uQo`=JpS8qJa%v_)rB6Z>-4Py!7#$Ny2wF2hPcjFxwfqPnL>8l&}
z#Bzit^mxn~nv+`p<dgII14l}-^`e0K*ZMGq@V3r8E5XqLFiRq1EfYelyL>pSE_GRo
zq@u%!$d^$$TIO0E5yz|7t{7O}eT{!kyEufs-P#rM4SjAzygKo6nHic>q@}TNIMGG7
za&#ig3UKGfKuus3ujgD@OQNx8!q07Mqjwv$#$SV8N>8(<5VK?9nbRXvZWydb$*{ie
zas?eO2MhZ@B3}|%bRc?S%U4svprvF@H<z&HE6KIIZ9a5PE4s01JcnD{i9OU>SM^F+
z3UNsYD8UYXC2{CseqgpgpwJbFm`uOv<~6FkYSHHtqabpnQ~2<dUi|S53+KHD*e6#-
z9hZNpUZ$7{L7UqiFd5UUvTyO@t4tXQB1P%*;Dk|fs><Hh5B3R;uvLz&42M2>Qghi-
z9ou{WC9t4mXCz)D`#N0w>H^<%Te9^3CjZeUkm!i>grC+vgIkAxS`w}y^BxpJKiwkH
zyPWE;*XewROHPop_y2)kw!ZAPt*#M6SO=gR9N$GOjEga<Z*Qf>gJx+{hWo{qqsjI`
zW_!?Y<jw&TTJ4i>Bl?ZM27uq*JXl#sd^ST$KoKpy95UJl_70W=f{P=lg0(KI-gc7e
z(`RV-=9#(G0q*9Nc!o61;>yBI_ln&G8fm$FL2oijo_8f-Yj1Kq5%?coUCG^FTnSMy
zwx4ScQgnVn%~m>;_#whZ40TFjq|sO5y3Qnfb}-a2f(83~ID>euM}0Yl@=i|cGI5%J
zy^)(C*4xcm*?z|PZ3vgI*Jx!~QOqZntD%xsmv5g?$ep5ecXroO_DcBT(#96rxvP=!
zwGmCInCr9%^I^IkhdpY<Sq<jGx4Xrri;6g>bT*zp!XAAJG3}y>2MpcO^(-CJ=Pz4p
z!DepgSr-{*Ze)tX{&q?EG^Pa@Zbv^0IP>rQ7BCNl)}{Y(ueQ+D(vULu0xQi?otN4d
z7EYIGXG=FY{vD8BFhEG`wif~O8>l&uiF*F|0|oGdkSea7uPw#O*hQp?3iko<Kk~CV
zx-q5h37~rRXG<}@<As+gZ^)<IY8g7ei3u1P#svq>J^H>5Wv4;)E89PSA9$Lra(y+2
zg&X`9a5Uka?MNdmasMbn8`}J#wIsbnJYe8{W-OW%#n`83;C18U*&m`2t%?;kx<U%G
zsBY800|Qs34oUju#s3Zp?7qa`e4;h7sTi~U@qel8pYLu!KBpT;(@&`vKg=jpo|!CE
z@U>h!1XB8>Y_+PP(D4q3$?*AZf!u5H$=c+SYTDq(Hs$f!T2bf-{kX4nYW-TtDy;n0
zaPZAMkK?q^!MOQbGBrbGTph`xNs9$Jf>!%R$MtCH%zlj7P|vw3BY>czw(F6~k-nKq
z{$*M=PUw)1D^Gj8a5Zhem6Yqof>VF9C?VH7rcZN<UGMjtdrE8T_9J84>Q?itwAa7;
zjy!8c3K_s|>c^g!liD3S0jtl{%HtKJ`il&TUdU;eoYLO<`rpZ<=nx}V70F9I@A;}+
zG*z0j252v(w;~ljW~{6?<-x&AbLWwt`%eT%gNA7HDEx4PT}Eyv$)N3nl(${Z83`8*
zy%8Y9FX2W2)M!f=$3&dnL;s;;lqyNxa|JSyAobGh=?Nuk@y_%*cB0jUkjNo~!D(P_
z)lP@C&|a`&B<&6s$v;;ew+@X|>8?rBVXFW7IfZxNp2-iVF587H`AhlCWhLI%1DdP?
zv?f1=%IgVV=TH9Oy%X(h{$M&S_x~!QG=GZK6flWBT3J1S_<%4UTldD^peY?r*7-SM
zwpfqM5B`L>NWM!!$~Dd9ooE{UB)4Km<lnWwP(h1ihb!LO$4$o<&yB4I81<C9dpLg0
zrL5r%qD_Y8pZA-TI>9}2R7Y?@F3EgZW?biFKAF&n-EN^CCm^Z^V7|QW2QGejLlj9f
z#y0579O>98OAE-&{1f_mXCD*c1Sz4x-L|)Wq<Escd48q8ZRiET@#2A_d!{yAdn8cv
zvi)&uCN+cbaPdq3OK60Gz~p7fveflGHB>MtPfKJgQTtsI{a@_JIz82BbZ|GO9SSuF
z<w9}j^|nRdE76glFGEe)4XTAY$D*mR9(l2VgDp!NgF^WcTi4BXYyPAPQ77VH+sKTA
zu5f7F>Jf{M?C0AFIS0^mAQLqx*%b=%kqtRy1y{A)%Vy{iFM5md%`j=vX~3QBfo{WA
zu!adpG<Vp{2Eje?v^;cuhH2<umsfjI8~60B+qUe(E8u9b81JC<mk*N%;{PdCUr}j6
z)5%l7KK-`mG$^EFjFDV_)i&*Gy#X{w=DKw6=K?rpTc^S24iTA7tpp?MSujiYcSa4~
zqo`G*;sMtwgXyVtIW!O#(!#J-wf-2_T6ZS;t$yxWV`m~fP-(m=HxFe(cv^bHj`VI*
zy-4tD{8x|L$!{D_+s6=#oCw#XuzHy?v;v1=19@%5U3b;}hj%ELE+b?)+%sh)EiHhT
z8ehaYckkibfSIqMC(p>O!ED6b?|%xUOBI+D{0}vMc}9jWx|wx82AM;PcyYosiT(<3
zPH<ncPVT5))x|Z~h_^5!r%f7{_BLmmLItok`7j=<SM(-Nz0f$0)lQXtr_T+u4Bqts
zp|##>YWdoFZ(oK>@>6v7Q_NZ~yXNnIzG@!Nw-Pf-$hgY*4jnD&F9BY(94O2!c<{Xc
z2G8!fn1Xm{uK{;>>KHg%`<T-EH5gHdWQ<|kI5Y4KQwCo5!r+LL+LN6R4un0_l}O*r
zdxk7#R1t`uDA`w;O0ggQ)fbnJ8#=jQV8wseH%bDtvS!RI<@mvSwOSXCO#IG33+_%n
z?aihc5XmN6TnQ^*C5m%QLP9trhcaTuudO4&R!CVOB;n1ZDQ8ilIXAb0L6B5wkLZoV
z)olY_Bq^!pdXR)`4v8khe5Woq&|rD_52Km&!;<IKXG}z%S5Z~G2pAkL(zkpI*pPYd
z#KldK=sfm3<=xFB+t=Hb5kr9!kDiLFTdt1^|C((DH)T$$);;x_G-_pj!Q3A58m&Hb
zRpP;a*x1yeK6Cz8x_01MNCtc=X?!NX$fA;kA|$uLUS%mZj=Qw~!uP0!xAk7L-iF0o
zEi5ke-!r!00*F0LeF9oSLR`-_)xRR_pJ93&84^G|lddY1dZ0K6D{5hya=P-Ij&Y{6
z!;`;(^1VzR=TPSd-|P64jwBh3#PNwbFQYUg8c}9@lL{6*D|*wzgcs67=)XXko2%;>
zJdRg2{RNU$#|+vy3FPEG=o%e#Y_34>KOLl|ygUE&mc0N{_>V-HZ0s#4s#OrYroz}x
zd<URg?xwOd;Ht1=`Y55)&Vu}X{~J3_+k-O{9O(R)H~LBZGwD3sGIfD1toJ>67an1g
zsjEcGIU*r+Fw{c%mMk;N<kYI+11+>k=IaIV$oM%G2crk0Ypain%)7rH;t%fmmiA{r
zq$XGzXJ>HfAeJQbdJx8JAzU(~!N|k@5R<QHZ~(17LOa;pAR{YFuf<#ASb|SHLtY9h
zNoGCPd(RLKIpLW8pI*Lr2)On3Z}i&?6|s(+R}NheUQtb=e9_+2@3cBo_Q4Lj)FpBj
zwyE3^DY<G=tz(S#sO`?z@0(p~I?cZv3R_)gYdpdD>S?`Fkb66L+P(#~Sto639h6ii
zFI8b~f6Sy{W6+UsejP+2a%)Ag5vemf*1Jue)3bw7yhV-6FJ=Ff^m>Ugy-8fAFe=5f
zvTH5_cs<D>pI5O=Y%Mbn$$^5s8NF0PM&g6@3@`Gxa0#iWPTYA_C)hse3Y>Iam=LXG
z(o4|*^?%3Nnm{IYKg?CxTp6p)((sAh8&FtKv|WGKRfu4I$pI(O9$9H8Bfy=C_+Xic
z?>DeipQwoRsY3bD48lOO3v8*N(#^md7d-*!KUFXP8tuU(8!AD`Qi>PHC+g-<gbHu8
zc>dQd2?O&g^W?r`m?Ny4N6`DW9#O$|kKgFfOS{ie#n_tfR?hhtZ4QLceOfS{RfHc(
zA<F~{5BhVy<<j+&`52KAjEMB+bEiE^T_^(y6FE^!V4}P0CU(G8tG2xG+ypU%o)eOz
zWMJM*^lyFiPY~W6&jh<>C1egzXuDHsy(9g*vo@CJ!!5)Ll<wp^bP9aW{lpw82$YAc
z<RnuZ620+b5!4tn<J55Lr|)`ieuPh`Ohv^1S%H1}eIv3c_xnlewHx#+J5~cv5x8s4
zL6dR%uqtSsOyL$cDxMDd_NquaPO^1>HiH5_FmUA7-Nb=2-nPoYr@uMnk%{c6CV(2v
zCKp17ZT@nVO|RFv!gQgf5AHxivPf20KVNnY`I5DDCtKw4zg^3w{|Xfs7e_VO?-Kc^
z<7`1$bNxjg+fBb#)NJRG#VF6AX(RvPTga{^IRyM4lspp0U33A;?^LstdZFI?HB+1Y
zJ^yaIbbZ%*s=ea~-=G-aB{nCk)!V7`!t;M{;bm^`wY{V2nE?E2&&Th*4Hi%H+qo<I
zVU=u-B}U5a_KqaL1^HVQS!!NI=qB+<yx0miks~l3_uVWOug0WD@1$-?f0(Gno;YJ(
zX~+HjvV3}nrA9RAF`nGgi86nyEg!ry=t;`)46$q_(crtM&q}m2_dL4>;}XUF|DqCF
zZnq){ja9)4#U1Quxp+2+{+wfb4fDC&;-8E45^klb1GvL!k!)~}gtMZBm4r|o9mc;l
z#k(P0nwAXb>~@34d>={3+d?1L-E<eCWGp%L4hzKPHf!b6iF{J4c9y`wD?Kx7+tf9x
zgXi}E*<4UjOa3i6qf0uP4UY0pwSLrjsOb2Xbc?mm`Es^~C#|=FR>}(NS<=|(97hO#
zZ(AhoGmJTihi;BXE5^;2W>R!utcS~07WKyr-{K@2b@Lk~68!lRZC{r?gQ#v;^(rM;
zUyi*szT(3RSuV4f*EXUEH+M^20~t^dbZurl64u{QUdWHVDE*&I6NDJKJ**v^GW#$W
z4eMoRNJwf24eZ)z20(ABAAXuRIo4lV9M8Xsh=~7~Q==*<M0UmmM1L-L-RmY>QkSTw
zuuPuH!;Kd5nwD+(ht&!L_b(*o_$aiVp0SabYk6#9$upr?ksd;vpwr6>++>XPf;-1w
zVAs!lj&v!2vrV4jIKK2cwITjAr<O`&5q#9Cb^$rh8u!#%$5ZK50rgj3t=1<R-UoJ#
z*hRMDY1xiQ?Stj0$R_QH##+nX5ort?<Rux*xB{h+WenW%C;j2AXZ{bKRIoLcZ_Xu{
zCKEfF&wUdFOly=p&peankGf;2d1!lKA57OWg`5UE=+@p`DhAk$(EcI?m_ff<;w9;x
zdtbjNhcomc0{n@dR^x2#zpXAk!jFFcRtDsgr+U)73Q9@jaAp9x%?txMABuIjy{%Z#
z1kQHmHO&#}ldefGz4trglWTJY+@AWSTah&GBX|GEddRfVoTiH3>=QYI(Tg^(s_}YG
zbKMVrQzi4f9xI=mtvYMIynB<HH5Er`z5y}=*^JE9()>k<uIN`1o`^WUf5qIvD+Rj|
zYVn&3{abrTdSonEePgOI2=w;4ZvNh+>QCU&2Y2mSTec^lpVz5##n`Z!>*}XUI+;7G
z$r<&Pr8lsO*rJFIwQ<`~kTB<FV=}QmLpq?R+lM9nHDai-DJ?255PB6S#Hv~+`#=D$
z-EM`XgEa`HQfO?OFWaM}*Cq@6MrrZsSnIh&FyyaSJUp$Fl?@gveljoin;5~$(pZZ)
zx<I}4m56JT6N`PN@t+q!>v|JqcO*|y)rC&P-W<3h3A&CwV6=BMP92DO^glD+e0sdv
zQ^0sP3ex0FpI9P;hc?D!9CXtdICt&KiQFT9CJuwwMe=K0I{DF!K?)RCLiJTaU#Vk`
z04LoHkKR}p81iex&7l&tYqHKe`{Tdk(yepGMJEJ8r=}c+kG1t**=?gcLVC}sPX|li
zJm~478@qwI@saZDIR)PbD~Sr%DfIcPJ*qQy?x$eJ@o(o}al9L;MR%x2Uv}vHTD(=0
zvxZSVunr3=;EhL^xcc8J&3`~kY~uGWOEoh7Z~yR)RQ0D{M6QjCH_SU?gi=p+9g|4j
z%Q`TpOrH5-iuBiM^y##)cx$J&Xqq`%_7`I!)@y1|nnahaJs!O-4c=5Oqj0?Djy^*0
z#Z5xD8y+|MoD0k$tceUZ<o!RU-o=sW_WvJGIV4dk<a|d`j^&i|I$)I|a@x>D40Apo
zW|Wki7BP`SB{`eZoNeTMoI^IJ%vsF&yv_LSzCZ8#{{H@hy>?yK^Yl18+djbFci%RP
z5-a9k1mBF{9-t_|DKaNXwNu?M0(#)0b~}8T(=s2OvFPgUVvX#{PvqN7<{MIoqix88
z_q#9=dS$MBf7Q{p<$M~SHQY!IIax=!zo7r{<13?%{L8miWh0@UtHlZ-kZ||ke6XGn
zd4$|oBLbv-ZzG;4`A;bP&>>A){3N*2+!wqoC4=W=>C?>38LCMxV#!^)znalEq8e<O
zYM+4z;a2bk_3E#-r#@M%bP~5`u<hI-nIwmdaajOUH=t!dv}9}wwlS-687Bwf+5k!Y
z(7AfA0E3NXvVTUVAT4i*+07$kcD21S^d!Iz^r}fO{oc{Dk4EhFqlmb*HdBeJhY{=R
zSel!%?BS|=sATqfSg{_s?E7EY>y7M^hb7mJdp}-FBCkU7Y(sSFvZ!2N`%X3R?^aa{
z-VEF{FZ#{d4fiB}*;RSr6yR!gvC*6d*Xe7C`Uh$LDGu;kvB=|#AR*gk+c~QOB*;RW
z;Plu)($ruN<OP#s%AGph0j&Fqy~C0pov@X*w0L(41VOHox8T3ODQ|msgRrG*>3GAU
z;3z0P1MJx&4i0|2S#*~hap~dR%nJLVE#S)=Yw@O85Uv~`c%J0Rvfh(ji<qMYua!cd
zh}hFlSFn_!j)}OV*u=^GbAXkE!2@Z-<Gw1KxLEZP@yTsdKdvc}D`+73B;tk1wSJOa
zoL1!zty;gT)6LgjK17*CWm`8UgjibZY?T+cru`QPr9Zc+jY6|f$93+f?pWhq*9ZbH
z4A+47xtc?|Joe0T+2Z@QQ$_7YEmzx779mYZXS6jc`>2B#Al;i0g<C0#dULY+mcmQ%
zXnvrFflzZbuXgdNdCgB3_zg3YDYYgzPAm7TeFeU*S+fgOy$L?Ip5tZ~KD*`LxJwJG
z^ITf1Gp%*Wt6=sgnOX%*uV-Ice>P8x<BA{jw`qyw7TfA|hnJ@vQw59p;^`6}6Aq28
z!+k0YR`}K)eKTa)+u7=t`?y?Xw^1KxJb3F5=J2iFih3-SW(j^5iDi0rAVX^Un>+G`
z>0SN$^b|gq`?pei7Zep+s!_sOy;!pFi~q9usc(<NZd`w8({jZD+ws_Fyn8~F);enw
zdl~6$MMIWceIFTGJM86he@;reHJPUnCa&&?+lyRKw}rg_>)W)w4D#sra<G+3*`y;m
zWy1ZK4s$jkKoSRZ=d%1}XZFGN`yu;97|}yU>BAS#!Xf2Vk1Zn6*7lvfCOu|3lT?%z
zzgO6mT-G+Ht<<@z&HoT|FXS(<4Ss+fP#EvvGYTCaAMc(g`#-clIeh#2fu(cNkGO6o
zEFuDLYYp#_ko+HVD~6w>_Xy7jb<N1guzeAU-Sscb(c@q$3%1e<yY)m_H-!CZLgOF3
zuC<~{%F5)Rj9s7JsB|*vPhp%nNES((^nlDHFvXo4mntkM44UQTl8aTY#O{&S#WPw(
zK$zQ7)>j0QaxYu)?QMpgI#<|<hVyTe<;#u$zxQ%#F<GR)*4nb4l0@LQgM+<|w^o~Y
z>WS8&>AzOCS&%WsfPOz`NPuwJBiUBodm01LOH^{PbaI#%?uTQ+Mo8()lN0BRa1W#|
z-h?g&zt9pyokOD4O0a68FNS>kB>o96jUARQM$_#DcOBZXN*(z!h!!J&Y)ZH+a|a=Q
zR=N&~zM@4C@SQZ1&G<1zg-+UE0*2QBkQO@4lew%Z?d|(NplwZdm-CXx!wB4c%_=+)
zk+Pl72>ohi4#I(jgohKMdehNjJ<_*mSgOY^7U@oFx>Sz>9mn3Dc)C9pvY+QT=uRIh
zN)jl4G~Vy-ks0EgQr)&XP=(IQGJGUNVQWABaxI6tcZpQDFy{YecUN^wit}LqQZ{qa
zxzrf>jMwX`dZKsKPOJ)5dw<*0#py~JevustHIVTW4NSO&+pRa%(oOg~#@zfXKHaP9
zhB4kj7^tJ@rd$91Pf;PIWQ585b`)8#-~Yj)bD_1w2`leNax7?z!MiB3?duDv+Omiw
z#}`$CjP-ToHuc?1q+OFPJ}f;@-Y+%kekb1yTI%M#^=n-`*{R`)rU09W&(kLvg2gzj
z+Yx=Q$bPhoDjWDfjnU_u7ysm`uhs*CZc_KGyjPWtgNQQ0f@O$ABbkl5S<<NeHfQ+`
zztH04eGMa<i7WKhfX<1Z0Wd+`B;Qq%h1>t3JirbE0DY%caz+KFFDWuW*#hZ{w!20<
z8p-w*pJlN>S+ON;a`Mjj2|Xd>5=>*V!%V7wx46X2U7<~Wn@Yz~L?N%9PaL=0EP%&s
zb)+v6zJR=nvRRFo(m$cSzdzf`kohgp5X__D=hVK#3$bz*3aGHcW0a+P-nhZ9%5v1P
zIj;6jen{|6etxx<n3&hDvbp|}>r82EFc##;O?DG2yaZXcu1o;!H$pB8bE4QU$2zkd
zqRa!$5ie{0hv6?9s@mf5XAJfip#|`6{|@K(EM%FgXN$%$T)E!zL7ZQY46+g(4KPBE
zh>777`%0CUAv)3Rl#rz>-}3g?btjg;+`;?ry{;Nt=w|X{53^jOxgTsuB%Fpz-<w;b
zNmx)Q#lk)tP0DHmc<XJ^l4B<2z{FiX7+%U%Z!ZdrXq887>gNU2?>t<RRh@n(`D>05
zPT=xenAyfsA0-xgV!v$@l~v0O_G*m%Jht9`bN=9?Q0dL-G4aZaQ+z+NvhF{!%T8t8
z(Xj1&pP3e^W7?kl`0v{A0_)W%l@l;O)0;z8)!&uJOAw<8vK!#H=tU{N&VIj5(2*|A
zfzkTL9WB?#$`VaObGwHE1si@AB{7+;!=qm(0T^5uXOPM|+P)k*6*9f)l!&CEVpKmz
z|FQ?2lvxFIr=toBRjGfnbms>3<%>F-gTX>UBQKPdp9l9UE6Wa~bx_@FDcACdh<b6x
zWNGR(MBg`2cCPZz_;$PWu|*X|HRvqLT84lu(zU=?s1>1Ok7Xz&)hboYNLdXgMCc`I
z`ipfPMEK#Y#l(NXc$0@G9Il0zZ`8M|hv>HCw7$#Up7)~?74&U?I0WAPl76CyB^9W~
z-Njt3%@1p-Er~EI5U}S(wajjd18_+fxu-i~%cLNFo0fg;@!aK)7E}(#EDD$b$3{S5
z39)1dBJhbdP$=-_lN6#=i0>08Hen0$Zs_cjq)%!V$tV{mO44ot5T`xeMMeVF4pP&4
zs60pGK^<S;5x(a#H?RLyl|t(8XowEjx^4mBmhX)^`&NyI@a&BO6T*8#BMZXAxIZ|R
zcxc&j_ezB-gMoA91&iJQ$MrHxPS|irY!S|#3%_U~FG`CnQPY23+Gne#+Mdr9XHL&c
zzvD_Bc^1d^Z3%pm{5a%^=Y+u&`A3TQHiBKd>fS+2PqNKS*%zE(J_g{SBVv0~-clq~
zk~ALG{Sq5GFM4e8@maU}!Ivm5>)8c9yzvBs^28=$QObF^SB3jHI8;Ek<CQPgO!+hJ
zy=0&KXt(QAVP55Y&+C+RNXW1$X7y5h(7uEi3)SnzL~4gj25d9y9%VgxH?HKz8}aX+
zJ6DG9I8I!V<rGg?mS2Os)tbq<{?E5HUU9$mBqF;PYFU{{+TVNM6C1Cl^3y^#jv;gS
z1>*Bftme9dHeCg*Kl!2Xsu-msdS!C@OOz$Qi@@kzX6<o|&%96_saD>qyUc02M(Zqm
zkYP79W~o2aCA)ZNWu9dmy{k6`V$|T`O4d3$M+fZyf>k!<oLY4m!5kD?YFYzM$@&8d
zy|bzf$)7hT;5=Tq*Bs7bL#>|lb)&1Tx};6mhWGjsRzK`QeCLyl>1%U;g{I*w%}T2^
z`P2kU8$3B?AqJY=>O3r=(HqiV`{ff5h91bBzP>)M48|m63;o<uve@MJ^Z!d(8#i4~
zL<YclqD6HN?=YSZI(XOo5>1&3)^$klfd)cPPJFxrb*SLYRccfTsaUZri00>=U5KB)
zRdL8Wb2b?rb#U*%e`t$X*0?$+%mL?5wET8fTBH?~$$4BfpouDmZ~^MAetv!TYq?)J
z2y5@&4_)~Z?mT-$J~NqM0uGeAseUXGTCL+eV*8A4G=tq(W***!CX!ye%g1!2d&;>d
zt;1xhnGN>0Eo66syMo23W)CZPWf*E;c+rAR@XLSu$t~?}J*6%-I*iVLq2^`FJsVH0
z%xSRZ?X@e7xHB=T-^+_pokkB#&lRL<JegKz{xs7rJcHT>?V(Cn#0aOAoZpv%9h1T-
zfjBd(BH?(+83Koc2SeDzJG7|rdI=~T;`3zH+zL_iD{1wNnAp3nuf|as?nRPB2q_u&
zUAWlsW6CaHW^q%}Vpq_&OYejc0Z-1*Zm`Fm&<;k;2{)B>{=n}2lpjql7a!vw8Q6?I
zsZpu`ma)EGWv(B*Z2$V-D4}$oGZ8Olfm|SW6e?F8!g}$%Y*h=+giQuLNAy$y5v7NG
z#u#e~-a}uhSdjLg6-Ev;^Ua^q=Y3(J@z@jhY4*S<Tx><eo2vOc0e=|$<_1=&+4n^!
zVbb-;dZAL7-YQS{g^-}`MMic^zZ))dvZu3&!b>7w5(z|Z=^Txn{wUyiXUh1vbg)-?
zz|Z%}^98_Aqgv<UnD_SjLy65u)o*T)sI0pb@%_HVEqJmlznCq)9D5bJrY#2pyDl7F
zhk)^>hfBICC$^_<1Dgt>|HIH2b_>{Zs>>NAZz9<u(cValK{e?2Vm+vNMvCmH*f-Ia
zqo<W=U4M)W-$}EZTzd+8b+U*eBz~UAucWSU8jFjKlO#rO*kQnFao)D$VyR})-XIBD
zL*u0dTC#Oe-Y?6{n8M@y0(3%<`vivgTw07x*ylr}mG7{raqm74fWAaA4l?+~VzsVa
zc0_{g1m{&=ncu>A-Ne=O>>mfT@?b*V!DiLnq>;$Tqu=tq$*f|iuxd<CvRjdYtaZe$
z^%mOx&+qo(pa1qExpt@S&=Y^o=<r%1$0u$@s72y$6rwzW;SD0qgYRcSa<9;33(&n=
zz?3`6G#Q30{|oH&(`)?!f2n7ZonOX0=t7)CDK$63ZbdYd!+YhQ3lcw2ODgs@q4=PT
z5U01K2ze3j$4@f4<?9O5fbDA?;&FwY-t(sBW@BjuvKO=NMP1TiKDC?{ycTE-dS-k+
z{-c3r-jBm*IqZWj@Kh6z{5AN=QeY}#&ImZ1n1y(xTWwWm#NN|>-1F@F2FdF2CJqpf
zvare+$h~x7;PHmJ*1vN!%7a5#M3UsU=&DcRVs4}DL9<lb;sT=|jrL{2q-9+z|M&HR
z;#_%;zpRK5&nNES(v1_&DN#R+v3i6Wx#2`_c#P_e?3YKaut9I>kYKNyTuUyeWD8fW
zTx=H#c2T1b0uH}cB0<-N3n3JQsbCqHUUwvd2v`jo%RHRR5!<4#heC9G_Tw@#uH`w<
zadjL1#uxbzPqQI1mN0conWug)T59U?{V5;8#!iRq70y*-7YAs-41D$D+2n~_u2Vq#
ze($#V_y2kg_tLAP+#n`oQG%?tW2skkx6+tOH2H<Tm^$V(wDc3EHN+yJ(d%YLZWl9{
zi^}o!@fYLQU7S*!xi1^*wx~uA#Kl(>fq>RBO^R}xFNV=(JQ^U$hfunep~oJb62>C8
ztM_unky4^$H&E-~Sy|kXNZ`v>l3obKG(q}z`|C)7lXE6&n6zi0&|BZSr^bAL^X>x)
z__Ao`3|Ar1H}ck=2HFd0N2xC$`IT3VV0iBWNMxkMUq?^2L$1~68B}$>uYcdk`cJ|A
z#b};o4o~?6oGy2Vgugwj^sRh*8rF5VXOVrSFufbDuZ6s_E^FV(q*<V-VWt-5FVc39
z<tW?lW1lRg<)~Ku?Ne4J82*9y61?GC&7Idxn(nSD^w2+qHrmoVk}=9aQD2`Y8PZ1q
zy1&62PUh#*vXI*O3uEPd>XtgZax3wJ4XX2V&$^(Y+aw%!JUWz47TaQT?VK8WZX<g}
z%K;#<8XXbI>@sgIGfr&A5B&*V1$-n_i5aIJ6KL>>WQW4TLctQ}#eHt`?O&9#VOi;a
z5^V&~uZ<u2;Bj>9hHqKVfy{xgE<wy=^^@&<MITs*gkSeImX?^jz@go&tNnTaa5MGC
zkEyOZnDZVSfu?uoj=VHLZ#PE29g~rvFQGOO+4GBs9aP^cnVxX*a4=$lw%m>0;_ot+
z%=Gb6!@Gy>TjouQ-h-(v=Vs~5m37M%@ZXkwN73GA;jSVnNoiTS-~BF!i_jjox4^$2
z_KyyixBN_B&)GGht+vC&XI-3>|3lj<m|Bz_8S|j^?rFS3+6?RiodDh_;)=B$ofCO0
z-~Jb@vg^e{G&hr{@2$0mU%bMKuM?D+t0gaWvDL$Ft+$+C!k{r#0q2t)JkuD{6zOMj
zm3MV?umMVeT@cT}Y<MoSM84R?W80#LJD5ZD1$|UxWSZZylX76b#qozT<aY3-gR2&|
zBBSv4?}#I95U!h#y2~Z{&=jcxEd=`}j51oj2i}0~uco7hnTL`|ZrsOlo(-*7jop8n
z)Z6(>ZYDWs8-1UbYf&Dx)$(T+ke1USH?Dr;i4Ayqa5mcRA=QhujSXrjVxKJJdD>sR
zF}>RZdJ=O!SLjQ-P^i*{ix0V{mjZ-{(+U-nX!vfyd}6eGZSD^x`>qbEQMY@NlM@B6
zwrG_XH$67~`JplyH$~)ouq)ijnTK<`_$(?93k2+RCx2!P#*%l7{HW3<HID&avQ;WS
zyF&EbN52&+g!E137L%5ZzU#f+jV<eHD*re1cF=-PfCzi4{?AGl#)zkBwQ3NB$ZjR9
zT*jg)WZSXGxYFfRtXEV=5Wp=56MkW#>A_|`8OR{6S{L%3WC3${R4G`Q+N^Re?u#Xe
z1YS6rm4@U!togH#L-W6~L#kC?!`mlAuI;X2f6mYZN^>rK_0D4e`Z<|?K~MT1#|uPb
zk?kuyo$p;WQ@?p#))O_hY`xVkBre7WftMx*q`7O|v%s_e#C0WC(*0F_&fkL8KXxk`
z<|EU$NI{V1J_#UrIM<+cW-A_TCOq1mr}4jH+OO+IPGk|L%Hk6m`8*><Q4D%8rVgpx
zK%0KSW0bSN2_IW`7(}OA$PG|IFSc0G_#_F2#Z@Pq2zj@2x!b7j^-+HM39V5^|4}sx
zbwzQ8fpE*zTjv;q4=XU}Vz)mtk$~8Y1`-qDd!vhqz&nBJ=qW}y5Nf1&^1uhwFMy;E
zCOZ$x*Bs2GCNj_ovq!LS{zDy*F+wMZ!EPH2(V1MUuHXywmtp^8FAu=}z~?0w(HZtR
z!;T;=@%`*&>A4-n|9y(5@Cp1`m-cqGt2422?V9ow_yqBs-r;$f1DQs2G|0OiX!a<L
zM$0&h6-|`DSOh^A#B)hRyNdH0T=oLdiL%VsMICEV==zbW-kbdez^`D$O7u@#`UGsX
z`&Rp}AVQ}9q~Z6ui`jv{{@R*VL|A>?Hs?Eh^e8J?)VMU_dZG4KEpw7}euhQXn@FxP
zVyogI!{BQaEWHNEJku@Np0711LORJU%CEoZ)@f={H;;B4w%zRuO6EWExA=b$?yqNt
zNyyZcSwGjuo6rX`r2K(YceUjgX+#@DffjG_`<?jqmch%^hRR0{?y-^D!mw$d1uJe>
z4Z>@`lPGqN5SijDjtn!~1f{S#5GYu|ZWTfwBX+gpa2r3jKn<vnU^&Wt`iOQltym;<
zUi#RmFAwHl3LG0!423(W;VA$Ohzm(FQ@NZuJmiIi|6N(8WM<nVn^iLkx6aky0czZ4
zWB|`0K}r22mg}#ri1!`FBgyvVhm<80LTvOOgylm1hy7hMY@4h?G?+*olg1Jjf1w;Q
zw-15`y@C@3sRDildy%Y!eBunt(S%!)4W@}$MO9!%-_p}~g^JO*Jc};A@|1FCyWsH`
z+-3jMSr=|3DvLiO5JD;XJi_YRA-&&af!JfwW21sVz-)}DzWw@}N9xPe(7o-<r12Ea
zyaythm8x&AW3D4;q+{!G13S*5-8qZGn_Km|8Rr2xKOwZ$(1+E$ZaJ+CqzwfWV8ko#
z(#O|5im;{}RimW){XyuERsDaf`+Ne^^+QkxG1@cZ!5RE9Z_Y-|d%#7#oqSZotI;>D
zaiHVw+2)N^Uew&Bfm*%GR#$^y_33B!f~SXDFNgnu0*(WpIOU`V<wu?sRyWbXhE8~5
zd<Q(9!#i7TNy3G67^GmhJ`=umW4;{x69mmL{RjjB&`u?K4?`J4Z1-P@jI2j_;tFxp
zq$lxPa4b*;ld)ID_?l|jGR>*@B>6hKS{y*f%3C<FvPj-oCs>47LQ9BR4;OtUAMXL1
zg_y_<{r?1*nZh#1X%4-bX7!Dc&lM)6V20QA`yxv&=sVwi-$Vq11&kr7o4~)mg;u;2
zb}1_JVo}tHS#}=oqyOZo%q0ORiCs~n7Y$YK=9}{!AMOlwLqp+h{KgHIsI~a$=eJq%
zDlXEthS7v#PBU3R@zm-%UT1ElyiaaXZC!HlVXQlT3Tzf<7qN?&{Y;X{Ii|kma0a%`
z*s>z`Myptk`KQtlYG)w~{w^Pm_gH@h#x3){J-L<s0Ayx>o9}Mx<v!|~i!5wY_ImX1
z;cWH9hv+rB5NDDIJq}LQsz}q<688_(TRPHQb}u~(P;paINEog=%~m?L60G1M%PUqW
zYQ8EpGRv}^>9w5aOE!Lv&c-yE>RQ*gHOM=P8uG?pG|;^J2o9hA5Mf+)eyaE->7b1W
zbEXU+`#vOO-|b#s?)pA?=J`vyP|n46=1lk;?TkIWb>OrGOy)*^m(yL$u`_%B^{?D{
z-0Nkn$@JUt&ty6UpNXkxV!I6YNuCTRvCpDa4Xq@9T!h)9?-B86tA9Tw>iHdQj_VG-
zYS_#RrR$dS9zkzrXH5fmpTPygT4lr}>_iG9FpE|Q9YBZd;-AN;g+$o23WND1mnEyV
zTQTIkl@`Ppi^{&R@p(+AH*Es0F9K+3<=K;N_C1!qn5It2OcU&0%SFS4<=@ERy)fwj
z419v4DXO(2tGDp@HH4mjtyNx9jL9<4VrGu^+Uvx6J5;Lyn-pzn+wgk=T%ZJjt?TP<
zrgdk<P8}YN1~_TU(4N*upk9KMkGdzY{~!p*XrmZb0c5Ca6F9hSib6v3VT#k%nlmXy
zC>g^}l*2{x{2{}N2TNiRu{^qfa+xLy#`_wmQ|3|=Mbi<rCIFr%thd!R-(2io%8!tr
z^vqioR{+t6N78Cf5%;nC5aWakys}+7bIG^^`zHm6t)WZ?GzXR4P2onzIbe?qAOuv}
zT@A{b&JGdFbH>tM*B9elYP(M@%p4ChZ^aBA9W|P<2gJ~K=^kPi-XFj95)Bc4iy5y$
zZ$~;lJ-qcIopWp&zWU(*PUHf^54qJ!Ofxyf>7`2f2yceHPBj2O&V6LxJDoOkPv=xe
z&(CC332^h0!$Z_gBUHAyeV-8w_yJU-d9WjU8DMALJk8h7zSk9PGV?aW$5>b4X}Wgz
z>&rJD;4_Ygw!5J?TEjXDpO1SA(YGhbkw^Ozj}Hk|&V!+pXo$(t>6=eEVl#Ht(p%Ms
z#UEt7d9D-u?FG99`dFz<sB_)D<s92IjH}SPNmd7Ij#avte6$M&n0+!u97?}%Iu3jZ
z2Q}UM_iAl*<ckG09-LhwPhC0+vdKi!WJb!u+A*&XX!>xt=W};YQ4(9TyP_xqQnNh$
zX}y3CKx`F9f*Cr94jPq8`#$y#Xtdh->>)88KrU3w7C|WaIM!%2+?V!z_sihRCeYLH
zWYU#5jiZB9uU`c@`H=o0J>|;NWYA1GA?o94%PMdyMrV?%Kt4X{&?+mG5Q>iH+a9f!
zyUR_y(=v|Jgcv}M_HdW68O=dv|F3N~u<*_j)85umva*T;z)D+x<~Izel)L_hzBHpu
zT!=<f>ZC30{t)LEW4!ra((_5^gp`<gwWSuY99m>QHOEj2OQF)TMAPNO00&LyvcVTt
zm-8n$=2uJ$aZi_)kbMX7CM%ptKrnic=R|dzMW~@>-k^bX)>Dk&t7&C-r$+Iy5&QD1
zpbQZ#DRlv;A6Cq6^IUW>=QM;0%1A?9b;S^fY)Z~w-&<IzwkG^88Uams9c#?$KR8qZ
zd!0&7`InL<X1!HJVYnK<48+<-tGtHhL>@M6TgKac`}v6>x!J-*Io{X|ahdUYi*B72
zsCm<|%(U=VkA_kN=J3q!A4b50bfe*-mf0x3@$>(30l<g``Q>r%pX`#TXK@;90o+Tg
zMeDn0m{0To1+S^EW1zKa!rf^AC^ANTMY|z)%=Mo-g=Jkx-)I(%dO#Y?HZJ>nEHD_h
zW?pzhrpWg3RhUT#`9YQ+=Jcu92eG_%truhtXvUuG41#f>7$H)XjBHGnEG*yLY#RJT
z1NsPhrm({{&8-v@IRBAE-f6C2+E{5XPvJohrK&Ly+fbFt;(I!CXQQ7SC`uy30q(RL
zX7%nkT$<>MhX#Zo-Ipyn_jg2M&?y7f{euPv)9mw_%i~%0Qlh~0I%f(`*M4x2)K)AZ
zdr}pwz224$M(AEKCrQ2u4*B_BlJGq(xKGVkD@dG5%T}NHPzfSl&LTdA!3s>!np4*C
zA!dT{;~VKwH=i5}4<zc#)#&KNsV!W-0b(gBK3%oD+kxOHm2>+%>`(xQAVrhe4>3Dt
z!D6!SV-nEYCEukB(vONIkBF-OO(i1bU(Gk!_R99m6dgo-`Z;f@NnBi?xc3(AS`oC0
zZ{{wN_@NjY)3^vkO)S7D!_AUegHPKTqC1vls^{w3L&<a*36UZwj=s8{xV^JuqO_I&
zg25M4M8Nf)7%IzsP(IRp`)AsF0U0VYKX9%44ES_~)}OC$g8BS?d=j?{Oc|=yL~9EL
z293Q%uciopyXf{$`QAlZynk=PJJoOT$Gk26Uz&aNm$#;o4_{7H3+cZuol}9BmBh`G
z?ib(w_bW#8zOYnQY+#9x(zshdF|F4w^GffCUjx@S?qfD+7hc>!@ig80F4w)y3@W)t
zT%%qP^s@N1l^Hx)GoLngbkX48#S==q=<%r=oAWcp&%fuHVBvkEiwx%&mUuBT;G@|d
z)i6E#6n&aqGO_~%C7>LvBYJ)ZMODb3Nn}^D4u13ees$dm;Qg&^rJm-j>2f2o*3Uyi
z>IuCTl__GRY`a~Y<r4A&GK_^B{RZPvaGv|~8RC5K8VzGH_^@RkFS_~w_Fq`o-~D|i
z4Qe3@Z7nFj?BAj>yw&->gNeJhTDh6__~ZB#jnWcwp)f;bIiv|8pU)%@xi(y%^~m-w
z*<-cE3~_s2t3N#P7Y#MPUPCfSPvUFK`Gt*lu%T-;i+2R2-~bJ>3paNxYwGYGM{qA8
zx*VT>Abf)il=*y=o_T&@t825auC5y=by4Pdy@d|L!YTXZmHsqm>y3Tk^1Z~kKk$%)
z!E*T}y+Z%^+JlD#&#7Ie*h%H+Y4CbAAS1r2XTP8+fsQ@c=tdSUy|4&M|9ALmGI~O$
z;p+A?ZP-KBR_C*^&oxv3%Eau1bF0MSt|wb~Ywu?dJkYVawy@)yJOR{lz#_TTYv3$p
zvJ>Iv6m4gxUA|c#=N6Hjk9Q$lG2`BSYS8=d6mJA_Zl1OfN2;9twFK*q-z`vT)Y|o5
zDEpLZf3C!K>r46_`;)@_E8N9$1mTz@7TPL9Rjx_auQ>E6m1s<^3873TRMOKC`~=G>
z*hx6&-MQzqhC2u9XCb_$US4XR?h@qB4j2+uOyXa7U1L7+Sy$*E`0GiM=J>&LeiTBg
z_(pSqhjz@0%yRkJo~)995FM^YADEI1r!bO7!Li`+-fHQAHZfb`c!Ldt&{!T1k4eHD
z9`7<n+s=lUWiEn_N1^G~-bG~y2dxPpDX3JFF@BYx1VLBCb1d7zd~HIyop;u&$5?M}
zT`zu6a`*yXGXxFQ<RV}u_(I|EXx%rSG~)<#9<rnNz<_f2J6Z9PS&ve|I=02(iWorm
zCHg_Ze}fesj@&N5B{3Kkp^7TBncrVDBufFnacE41kE^!-RDx{hUu%M4=9GGi&>~D-
z7rjWK)Sn?-!X5@e>u7b1I?IZ5eB@~i;<OB8O<XE)M~Y-pW~2N>X1Dl&;suVKo;v}t
zufKIcoz%_`e9+5Km#$2Zce;^m9*5k!5G%uYBGhP#>9zh#DE7i2*&pv48awo3vEfJM
z&Yg9H+&14$Zn}1RjkC$t26-zb*y=)Thq0N7sB|l-_4lCVU;llD1e1jeF?F0GlXHM*
z!J;&O`p8(+A~>*Zy@RX_oLR1^K!)%%Cihe!gx@oL@A9s*Areqr*32OK@9Yux=Z`1%
zkM#5RjsC0_CFa2)DYG?;X_nrrNIY{NS98q1QrWed4v*IRRu`k%2^WX2%b4Z1oBay5
zVrvZkIQ{6P_5CkK4?KysiR}4pQaxIuV=rREB_3Kf#06|lo0|3LV+lb>xLTw8!>d|@
zq)3Uz*GV}>p$}N}R_C8v*jemOhP)L1AHJOL$Gn~O_&UQ_TRIGX?XsB@%Hd}5LxvNa
zI`%k>v1Y^GMpiPMkM~>d{JVnlD0$q;kl-L{(Dw`!BqTU7SPnG!OpbGxwlbatM$CPs
zM^IfNi}(b*E7CgoFFtOct*#tP78e(Qa>%ey&&HEDVy@&1Wzr*d%x96`cEU6gLA<Be
zqUGx>+}&C@BGF~e`$d=FIdB^1>ySk;gf<F((fx|Jf-ROVza?jJ;|z>pWPtf^MAQzI
zjlOY!f)yy~e&6djbD}`$*Dpm}WCdsUbl~_Rx0S*+eI~As_1!$GfN&0TxJaMV%-gG2
zS}WRJHNqmbtwTbRwr<tZ4f|*hpKvIvhk71<mdbi%2XkV0q9o7jUWR0;lNnn<pb7SO
zv4p`Ys)nJHlloCL*dm)L3BO~m73o8?Wf08K5`h*y$-wa4C6rKqZd!}E?xSsqvnZ45
z`S>xlb7-xt%sT}U+zq-{Tcu*hn;}=_-UTQATd^QVE`E9@BYb^f6I23G*yidUTy0KO
z6hD;sDONPhSn1;2939N~2NYEW;@;z4SLO7JSGpU%S2G**G?doTlLf4|CCx9Bp6!|C
z*WzAeIC_SL0;(euZC2TvFxwbJ>;y;85(Ea~x^&swWSx6WD@=ijK^U-R^1t4^%Zx>&
z6a|flthwvV;`bAQJqaxIG&suAcK$s>(E&3Jwr5k~Oq;R%zC%Pdw?+Ojd7RRD<M#ii
zKO*AC7T$$;@}}xHDAYpnyD5i=w@+eZ#jD*dQ(lw(s8k<<TE@u%Q|>>f!d>sbjd;u%
z5*%>5cnwRH4#3fVuP0gNVzp95Lkvc$avpUXCf*_M64$`>Z@Cx4wJ(~K_;e7dWnUx$
zOC0#8Vc?=k%JYp+qS<#~L|YX5uX|t2osI|uvm3wti{pb`i{N`9CWp^0ZxBEbhp0dO
zMOz`yh2nK*z`@6brqLKh=E|mJr@3fz;76mX-~V^#H5tr<P*kH&=2vO4N*5VUXaMQ~
z!@nsUSRe91wybR^(@FVUaZ+pfpYg26nb6&sN0nlG*L_&zohgRuc`EoS96ddCk9_9&
zj_kl}X8Lh?Dy(2{s&{x@S?|v;gzh&xaO#ujrfCef>$PTNhU2J%jGj;)(LFGWaI&Er
zb<7S>OnuFJvKLwUcBiVLp&=~}``m@6M70bfC+Q|TbqS))(D2Ni(^r3QNrUU3T5Puq
zZSa|U=x74o$`%qmOuY7Q5)duT2L@!Kk=u)lk-X>d3hl^03jq!ep=Z~)f4~s>-H;e}
zyMvHz)wGS~C{o;3h>NMAJDsPVL?u*Ze?PXatuTD#!liX*hq01GBxVRy|G8hOC|-Qa
z4yRPNt9d#t))8C;qyP3S3Kn>g=!v*A;N~6M{bSW$#g&1vIOP{ZzWR$YUa``bqk96O
zmqKDUQko!ff?Zls-QFWWGUY{Q2BQb%*4Yz{yXjx>(gle-L##!jV(hi9oIUQWFoXS<
z%-omiXS{7%+~RH!Cdlj87A!Aail=wXOme7ZX5s6Ke;0j(=q&eEXp`mJ-ma`C1%VN}
z^X>HSK|xYl_lnji04>}CcxSb9Yu8@jCB1gtEj_7#^O1Q#(Yk)Q3qky?Je$sn>4X&I
zUaY1OR(mXT_MlK9XyH>&9{nK8`CLCFiS^PS*c;Dx76KdXLx$~>AVQX&e)$&7&~D;q
z%f@;-hT4)GGrQ$E*SV89m|wLePEGwAtSNadh93*mhq%vI_*k6LuWI!cruj(2ITeC~
zEXuW#JE6NHgIjhJB5v&7p^VYRZ*g;m+0d~+cH25Hz>n{H%h64P9Fa`_wZQoT0}Z-T
z9$}idWtJ8>qirSk5pz{{t?p;?;Y`dVlF9zoHIgA<W|q6uQc22CC!o|<c43pG$^zT=
zlwcZT-7(L8Y;9eLOD$(ea2_eVLfMQ;R?G7)&R^0Oh#WDmeo5At9lv~;;cWCXDo-f>
zWRd(QQ+J)vS$&uP0x7V<hIf1yV-WLT<*_LDnu8M+&KgyCyfb9*v9^#InfG{AxNUWs
zr=HOWb=}~JKIu%+$7&@Fda%gD7?cw}%Y*_~JWywj?WNr9_ZxhWzH%R|m4Ru2mD%N2
zzNS~f>I)TPv*Nab8>4AF%8{#QTxyyki~j8YEPWfbb$vxIjLhyM@k;xhqu?E<uvO+*
z>U(7=r%lX}W4kY1HHZK@mcF!kZOgt+k94WeDI`6h@ZSs^UsaKf%DDBjRfe9<qxFkq
zH<am~f~0NVL@{8LoFwEx)jM(GwpIQVPksKpd~weTIf21BKENLzq7qfjp-^4zM%8p`
zH2CP5p@ymR47ZBuSR0Mqd*=#aOR=s(Gw-k=ox%lX2oZQTe;0}wCT1`0)|jTHP{HP+
z*oE7JV-Ln<GCkpgpK#=7Ioxk<63(wZ`+>Xu^;^W9?z<e!mK<;xu;ttN<jaTF)io6X
zR))phQlo~`C`<LTfE*0ADLL%lO52EsqhscPclLe>piDGp=+XY_83NofkYtxaSgX_h
z@pvWNo`a5oQ!u>0!;?XOQ*Jr)N{+@D2LfaGc}o(P0O}2c$yT!R4zhr~>)+b<L6ScX
zj36?ISMZDL5xY9A{>kNGF-W@=3-PIKa->pcRxeSnP?#6q2g9JUnfAnOiyA~jFUd03
z)><^Y^~hA%6S&tI1{}1-@)lxsG6ET<e!sn)2>v&=lFEZ#j*1-0zqtBaO7`ED$JdsL
z!Yz4I67PU&>$TlE1Do7~{(cY)Pp?)U7dLzXLBtH@c~WF$ab@3a`_^8Ypeues_Ezr_
z&{(Ywj;C=(?%C>fziO%eZ{*!UHYo1W^A-Ydq18xeTsE<iN(O#(uOJ?QAgI<o;N(di
z9imYDh4ZQkW)(uecC!oxf;pE;i{;ExPOP5!qw&U!4F<Rny{#aFqjgkMW?e!g1R6BV
zVBE25Cmpl^*x%8l=zkl5U+-C7_GWSmHsC`p9bq4M>b1>Vs(Z#jJ8f8BVYQZr!)5nD
zxUDY|`ch-iIa*iPNEMr%`pkEi-9J7Xkg}0%cRJL<D-7>1BO9pm7G}ag!&YD$vV?Ww
zw>$h2V()Eb%~B9ZR4=1j3`-hHsFx*49k!~PI5#m^9dW8}{7&}b$?O(Kk&dOaLVzt-
zkcc12k)4~dL&8jj`u3XO-<#y_-RopMKTzo{LUML*J=#+aInHT-xt7i4#wpwWoIb&P
zs1tKa=EcLmJS@i8z*>HobHNcOn2bM>u8$0#xmuWXcx64kQ$sD~V?#8qC+)C*XsC*6
zVv3W(XBpJgTE$*x|IuT16kcj@RT|;Dod_dgy=gCx3*52b#rgSAh7^vFvHk^x#;V79
z+kDO|Zet;!%@9HZyR8*CpqFqeh(I|~sWgX%E{51gyVyIp%nu0E4IZ3LeXgnmS_;OZ
z=S>SH1y+Y{(kH-L1)E>4L!nQI6!wykoj(KWzgR5*4(FKG7boZ4AE2#;OJ*+vDluAW
z#*vwC92mw0tgD!4rc-*SE}vx$myYswI7z<#YBnui6PUCCdh$5_;}2eo;`H);N0eYv
zid}Fc)t^5&<7gdBPWPYGrtpwGUUg5Y!;dKDk_s<+Uw*!3Ng>tl5>im!8GZiW=QSm3
z-Y<IYY1?0<9H~dwIB*XL;6b`~z#W?+G62hM3{h>N{cCB|LXdT5QT<@&ig|Lc>sn3d
z>^a9meC==wGl{}jCKG6M9|GTO?L^tl1;mwpZdjovX~om&UI8iqPJKV(&=P6%V*i9E
zF>BxiYk1RC)Ql=p1wIj5JK9B1#7rb`c<lgF9BbP4!ayr#hCGCG(tv=jkCKq|#KjJ_
z5<!MJMutH~6HTQwm=(BN*s)Rujo9BUz9lg3=ulX!soz~Q5UgMI5#LU+N<xjVXEa!u
z%griHwMj2fXZpN4{G(t#-X+7{S;S|)d`YZFeeSWv;Iq9aHt&6CL$IV}V_&7QH15_0
z?rojDpjZA4{f&5)nqw>d@BeLm5Lmgb?)n#*3C}CsWdCV5d<n(@63gs1(rQfKUr$@H
zQ<jTeowhiV#|G4LfpC`L`+vy;s0g1igFZE?%I=>=FX!Tim2J*w{y2&QtU9AWgr(in
z>e|3t+#Ep#^-RlrAmDpi&sqPRG!_WVNDTxSk17<*!xg<iU!OG-w<&>7F6XzZe+)C1
zZXRzBtO&@~OhRk9!ll;0H3b9EW>fY<1J7WE)CnL3G}b`mBPjiSPxRk&5KegzdbAzx
zPpcMw-p!ZZti2TrIu5QPX^aB9-6zxqDcjqbIP6}GooG4S8O?l~!q8-t6KefdsbKON
zEvNjon%%i`S#pbi+>&lBqlZvw?Ye5wmh-@Y4L9v?%6t6Z(u9(io?6a)LND;T9-bNF
zFgHiPxb9VH!dg`h+O%*bTT-0d!t44hcXwUR^~0Y|_*>_kRb&rPK51R|iO#$sHzhO7
zs`@&2AdE&P{Nc1prt$QzSe$9!!9?)aNpAe~3U9KxS)HgF#8`}}E|gOK+pMS&o;Kj2
zzR>M5@BbKJN#X8BmfMhUp0f*Ja$ov5tO#;AlT7}wZkM^ZrodL?zdy-ODKzyEwU)os
zrER78w*2d2u1HbA;?Y>X!&>pOSPk6Guz5ak9Q}A|=W09kH};zobX!gp|1P?;QwBR-
zS<EY!>6<7sbjuCvUo02G<)2dh^7*aGm4a}QF#nVg*81U?`<9eCGA3iZupk$vx`?^8
zrAVj<Bvx|hGtQuC%6R6_bo0Az*ooAoY$DIjX}zm)QB0G{1Dhw1Z&FL&jk7<;;c=n0
zh#NqmEX@(7s~XbBb?XgveS&u7=z9YmY&mQvQi^W->9w=%ayg9q?_IDr7;}s*<{M+J
z@~u3uGPl$9^_TMYU>mmac(XVTjcr+KF9x1%SHeV4m1=Vgl-U>Sy40<-fBL78U_BBG
zAeOM=hhdB*YFpl)2XN2wH|J7TdxLY#uaVJg&vQ9wD*tzLvS|D3==(S|#gLfN6j}jm
zBQSAYoOd$TMjd;LF_Hp|cf0*o7xWDu_D@;Qf}}YyTiq!-w4tBr?Oz)4sccgaz!qLm
z(D3t!Q68r%CNotobon#vZ3N9mex00?&Ky5<A(D~;RXFNCekA>vtV3C@IS)X}S^FQD
zVbe%_grm{>VQ8klne`L(ESewhC~~Q}txZ04HFa-t-_iFs4FoK*YFFpOZZdwW`Gxk(
zkiF3{<QoCqZZqGN?aQq_@$C|fP!Z>NLQ`Nyrf;84K=&yGm3So{ZY?Fliu_3-i*x2J
zdmF09^T{~_Gk@aCx5V=oZFYXNl@^J@qE^RTX41=est0&3b;(di&Ji!5PF2GT+%oP~
zn%DZ}!-@C!?taBTuk<}>Nxb6G;V<j$8Zi_g&}-P8yV#6r($c5z_MA1L<u2AHjE=3<
zYxD#LzP;(dy0OAUIGdpvShiP?)Fcw-9#Q=GOX@3_xBIy%g(na7_C_67*Pcu?%r15b
z{C#h-+c#(1k;KV&M~o*Kyb3gk%bbq{$9&VwzXRwWxvbL)@7A&1uxK$uRQ~k#JKF!F
zif-GT>%8Ipf;{<7^oUw<gCtahSxbPo=Tz|3C9y`8sspuE%|3$+D}UD|j8)3uprUcp
zwb#9hTURyeO8Ulp6%@_AGFV;1HNJ%qgS^qd(QzRfj*sJ{KU#M8^B>i~wW|W91UTP+
zHGhb{3^XiNX*9Ycq`|B;<sM2K9}9iBA@PQJ@4N@=O+Mvc7USF8Yw_C!YO(!Im@^}-
zVb<5}|30kb3qZipCX$HIY`V^-6_#bMif7eJFoy)M#(b$;$Ay-yuY4MrtoKx5leDCa
zlD>>GjUE*gtbgm}v!JjWz@|~&NCo83rivowZM&1KfxqXX8)i-=#-RXX^!0-3jM$>k
zut?2WnpGJHs!a9>BsFQVgW|}(gyXHGCH$a9*>LUZhv0#O3tLIQ6xNoP9-nlHw?FO2
zmH5i~Rl|2TzfwY(X_oUNw_(-^-$^Gy`_GJXu<_{hIE%$U_i`CM#icbh%?2elP^YGw
zKPoUV=p}Xc$rEiUw~w}CKbC)5U*8JWq|?-U+XHLyw;mK`+0dHU&Jn>xG|2+i5V}ZL
z-17HR0*Cl7x_@v<XM=6%Y5!Sqj9sl;ghcgF(|?n6yXVTi`pnzoy}w6^k<W16?%B_t
zt_&$OSkoQ4mo!>p?O#tcO5;t^-_y>YSZE8MSL$nnHX1TQd(m#0Lo?~(gSN3&&37k`
zj2u}b1#Ht#5V(b=i}W~eqz=zqrqI27t!>_&#&P}~l`hQw8N<NH{aajIM|DVT^=CVf
z(48y{!JjdUz=-aD(W*a~iG~5z?)H%Zq4b`bb4TPR^$JV_Ly__k61rEOiEb_=twgsU
z#N>+1(;79D6m5vN1hz*Bxaj4t3UUZm4_=RUq4eKs+jN;{{7>{Qe*Cc77c`O7L%gcr
zZ7#m8Eg4v#l^9PKEB3=|X=sVVRPbni&CjL{6kl?D;qAHW0(x=pM#ohAi-X^)HD3mD
zzQ|nE%|j=KoH|f(URA#@5zG*LS{=K-IBs`5@%Jg|GUR&0bhdK_h=A?b+l0xZh*cs4
zQL{HtcA5PJcQZN_crlB!tr?A@1Qq$twk@SvS%mPxkGJuL+k0W_p@*BI_{yEnSs30=
zxP|%lJ8d!J4(qROmKvznc{C@E@^%8#-VS*5=&tr;u;z%WhU%?Fe{2i<W@Q~yM1T@S
zWHaN@#tY9t$WGWfRkYsF7QEg1q3-Nwr;1`dFE>*(=Nz=G=It8Ab6*UWD?n@UJ3XQ~
zk>C2sI>ucbXjJBYLLu<U$q?GauFK99t+fh%7vTRYJ#pc5_lId`X{@U2dy=A|Ud9Xa
znb>*)byoD)!)q?d{JAwP{yeuvqak9;o$L|wGvI(m%G^~C+db8Blu0RU+ZBI@-?qpW
z{_Geat>3YyF$oR%IXvFd_);)v$V+x;=cGr<rQqKW#y?n&Ot2&oyq&G{WEb(H&hH5c
zln2lB_iUU*1viErztm<~Zu`N|!R(;VY-MZ@s@$$Iwcpy3BB<Lv47pN&FI>dmJ%!9&
zj;P=qV;4)^kPzjxVLbTa>v6>p0H%9eH7l^xmvfTw(tTIkFIq=H7wr+#5tx1CwhU9t
zxNY>-dPA`DC~z{g5d?Oh(A3B}=vy7n5soIThU?p?E}8x4@$hAG`yn>9l911IvkW!+
zNX0J@%87?R3j8)CQpPjlc?WwfFnw+%_D|7xO>e$*Zdy;1b*CP{d!k=UU+U{7LfI1%
zt378?Nl3~Rb-ka}yJ$rj%Re;nPRUW?iz>R77ICRx2$o6=!!RLcQ%%nVSTirs>d(cn
z{*z-awI9r`JgJ(j^)<d!s^wxtr2*0%dKx>LVH+oVsA`HNckRR8lphmyq3b$*MDpR`
zLKju-8KA92`^P8RTAWhQ9nsEy{N3KI8s5qW3x4V;oT7^%n74I7fhY$DS4;5-rQ0tv
zEg#~YU0Nss4ur9{Khm|N{db)yLeQDR$4?s83ftO01~&n>%F{`S@cIGv1IxvQz>UW?
zaPlXlH#7HvDq?=Lwcf9^PtFf4L;Pu!+C{x0N=W{<)c({iSNZc))g%_PXV-06g{PiC
zP=`Vxi>1MR?VNXhW*#jXN&=q;QL-_j5jWT9yOyC^;?n{Y$*^Gm_2TADe%~EJAe;Rk
zPM{fA#_D^i-p)A{)z9MX-*SZ{`8^1x^kEDLxqnuj#-qUDNB#IYtA8ZfTO+fVQ8@|3
zZVh@{2b+Mgk7BV&s|UsF2KtVLhapI>)u_U0`*WGF9767Top$pGv|Agv;9(`PSE?<J
ze)a>#SD=JCg+0f40{E2g`wNj%*xHf*E)_55x7(q<-mC4!8vbsX!9Vro8|t};EVI|m
zGuSrT1R1+#*GP4tUUR#UdMp?8!U;`5%6_P7(uuz++01TYjMOs`ar-0A(l1r}X39p~
z=M|)ebboKufa~@ON`1&(I^e-uT|eZ^-3d`?4zqJ)o^AwJoT+~dCQzlKeu&T1!R_nv
zL&hm6c*pkEtPvLnxJ(6SA;Fw__UdX}qvive+r^v)#1?J*)v3VN6~#s(a`AlFKo)PG
zN$qD6?I#EM!>%~jMau^x4YSix|I~<#XuQz-nS9f1@rWJ_%l!Imd#gN~M|@B+6AqVJ
z|6DG<DBDGSzZtdI{i1%RC+m2tS+tlw(yF!>kgmXoZ^q=}wDCn+)z=lqZWD}?vI;f3
zJL5G|*j%kgm0|bfzWt~&D-g;_QLD_}&m~SLTD#5rhlDDM_i0})E=3ypyH4gaZN%#d
z+POov-^`&jl+u3x=GfEN^H&W1uH@FGWge1t1-P&1Q9QOY>ik+ZQ{d@|6BnQlb?%xd
z9H^YU9`1ev`{8ev13}wRQRe7yUemGjpAsgi<(A%OMnsm~ja;S7MCXt-VH%cMCH91K
z@+V6K?T~$Ox$7jYUcobm?ed{Ddl_VRqaW&hO|iGmkDb7OY3^WE?Y6nN8}HiX9PK~x
zY97iv`zg<^?n!K{EOx*qmEop(F$JihLiCs}WN}W>K6$lDjV!7qjTiWS|Jfj>2~(4d
znpfpC1#J@wrk&r}zb0|@*_N2vEsRmBQN+<B0VHum#N<b?MgWQjW(U{tKEJ69fO3|3
zqnG{;U2<A+&jaU^d{y0SIDX(OrGzLOM9~cHrqcUiaRF896KdXs@hXFmQ>pjEl}|hu
zKWpg`+R|nlq0l$lyLqoZqof=Ekz%rt&#BnuQ9s$~gYs!Jd!AA>?p))CTNvS)e;SKT
zSltDiYwLgYrDuI|T3>wnGLEs9{zvhocVm$kw^<y_-8D4p-Da9aU)OtuRC`5zx5*oF
zOL5iE_f>K^GWfGon8-j*g~YkQ`Vk;$)bd2<#%Hff=kbywOKe}O{%M<9RNGEB+g-Y>
z<h}gvI3%_Am>OGN?j2wC4tNi<1;P2PK9-F(`!yF7sCP@RNWN9NQ9Ay`M03a6QZAa@
ztjZVOTTpMPl8{=m%Zz%4>#!`;(qDn*i0WA>lg;=_(MWf1-Ze+=S2_{VZNLO{IbrY*
zGd~C%_ZoH;@OfeRo0$N^TtpE621VT4<|fcgUsp~Pkr-Pm@9pt>JWTpBII_?*8vJQ}
z+e&(ei@@cgR{2hg`9NxhgWV|;L0x(%=%c;yUuO4i)29CMhsnmyvyn-$c01z8SpW6k
z8s5BSJd?3eiJ~T}wri@eD^t5}$_9PK?-JCvV;cm(S=$L3dLNO}zko9`vj#uPKWnH~
zVv_E<Th}NBKdIn+@-SAUQ(EqNMtfN%M)XJ-{kXsCs`q5kVFR=fba8NRr`A0SvcN+~
z%ZOipK!`C_5Ovx~Y8z@K@w#jZ+erf|g_e-(JXo8whIih~o7-*WKb~fo`#{rAkUD`#
zk)r>Ly<Iboo(f;w;|So}Zj%;#jGr~^z1n-5sLSt^D4eFK*jpG?1CzVO62~_a6V!uN
zOBTUjX^ii2^?odO-?eK^ru|X%_l%_Zx~&QEWZ1L#nzP+=vzn)#b<cq>7rQpZKF4<{
zz7ni+b;Fx=BODSL-JF0o$@{Y+BhBJ*dsvC~Uh9+}NP{?<GJwaxy??J-=!wwRIWf5E
zGXPCn?JXNgy57G3Yz0J}<CPX?p|?j{|Nl~kZ8E0`2+(NvS2;sZP<(h-*|w_JB@#&v
z`jna%zRj`uhsx6`(3IS0R3W5a0MhZAQ2)^Ff_V#NO_Z%M`2Tu355J_p?~iL%W}2-}
zTCRSjX`eL9h2p?b>9?<G^(hDLa$pH6m=cPkOzUHUk!c^dWvQv)ASVKj6bJ4U2d)q`
zQE;J&>r3BXec%7UeLwCw_nh;3-h1v1n@tI5+~&JjR*=6Pgmh#l%soJ#0b?tO;4@K?
z!RYSMqb3Y~OMlaHTC#33XXl~5f-xj97^27U;uMD`RJiF^%AAbUf6TsG&JTKam}2d*
z{bF(QpYRI4zPk!C+)?%(#!ENqCm47?=q<MI@!mei2oYu$?KJJX5C=^kFm6U%cQZ9p
zZnKl0NP?HdC?1lFYVN;q{85kjyjmdBz1Xs%A;6@4$((%Y(CNEVC+FxxeCe9PuUB0H
z{lfh7z0;KjX3Y+r-nF`xa6Zldq`R9uaNTxfz<mb9DR{pj?K^Te_oebT{m-AQVFG^}
zX@yCR{Q~wqXVWPn-W`9mTVindol8WaT~q=w{eKB~_nx}xG<T1<@}v{zta`O4_d*B!
z9PJaTw&`dlM=~&1vf{_eKT_^nKQ$l7A{iE_@Ze=QM6ns}pWsK$9C6NHnSVBhO<DNr
zqS_AU6wMVwN%VO--(;PTaG*`ku(Qy2zB9$#sKbm=63nxuAi=xc_SMTwrRV8AfYX!1
zC$@uL_dFhD0!9QtakUWv%3Bk<VI7mNgoZrE9Pccfw^!|AbPsKh-YM<7tXcc?7k25@
zdQ-h?e!H<7Wjw!O3v$zQ)s^x-q%e{bV%SkzPZTfN-dU$o*9`Y=Dpkpl<=TwO^1fVq
zJxeiiz-{0>1#N%G*_^8!?<XMcvRXsU{Ot&(=0YQO1$NQWcGjGP4pAM7?Gb{8iaQHD
zf*m=wz+29yf&Vr9diuIGY<m#GJ-leFg5@|kn^v|xcrX;1y8s<y{+`oW0iVOEy<IbT
z%dmkoM8qb|;^;3F#~&dK{`wc>u$kJeNE2u7pne_r?-Di`)k!FD+eC+dPQU;rUgc;D
zL1cl3_^lmExk)vQ%b-VBJQT5MAGJdqRYnuW+{2Zb0&pj*%&xGr+^-ew;>@;hK{(9s
zih;!@v^6(HoLb=93O!jY!98HN%hra(r2ThUWyl%~;iZUPxTIn7{}9EKrZ1nRU1ycP
zn>wi*72EEMk;<bj=D%R2+g*Wtd*IKdZm}<^^?EQ^z`e#5ey3fnwJVmb$kH2fKKl!h
zw|GUYXgYos*a}xpd43@ikG$}%G-164+BZyLgWaL`gHyHJzQ~W%aE@BD%4_aECHm`!
zI_KEb%)}*B+0~S=6+mr*cc&&sXVNp;1pQ8RGJB9VW#?2QD@Q@&8NX+-s`OIf#ly~+
z=l8t!*L!D<Km6Y5&25B}=H*2$|2v5CfAN!Z^4;`d!|5y9AAqpBC4ct5aFy#pNiNr8
z)5_C$xx{LHC23GQ{_kWzXqD0xV0MM@)+4X*{Cne_+@b~MoalWCTPuc8$MV5CgLCZr
z`IND#vW0M0!$ukB9Z=LLsk}zyvOw5H0#_uIvh7vAh7_38g+EB+c|}ONU~_-}ra?k~
zJl*k>af4S@a8{n1a4fUNvZQyO%xS*Z<pv$)iNQ0_`t{&`C9G^OJ(mf{w4NM<PxDM9
zJ*ra3n5o!8A3`2Tta1(NlUvg@3w*QLuh?bp<UNkIPZkD$v#j@HhbKS$$#iB#z(OZ8
z(=FxwC?_uT4GDmrpcxK?WE#OPM+qzXNOh*+)bR370ieZw|4fSfZ<RATn|jJO>*G}`
z*W`hqXL#I2^i{BgmFju%87+kcnnCff2wJ2_TzF$vq+1v)iYTFFRVM>|`Xtm<DvEXB
zATs<er44R;HfXmf1?WTWuOSCt{3b=~tNgYRd;pTeaL?*!#CckzCPTK1dz$R9$#8Pe
z&7#eN>`U>(f)xG=)Qu3Mj5hEy-IPwtb4r+sH#vwDA9W1@KS7d>DzU;ydD10x{$Kel
z$)V&g-iWQJxxHv6{06OE!4#n`wXP*0RsPkp{Wf`GIbHHrrGn8HoJG;`{O5IAPiyB8
zv8308=2)tia~?=OrPOCS&2N&JenU1f=cWhGI`HBn++A)*+k8Y}Gn1oB24(m?qE1(v
zV`!R{L*ck8DH>lHk>x;ZBDKP|^WV-00zYJhLDG~SjE~+~Xj`H5seO*$?8W|4S>isv
zw7rU+-?qo*Qt>H6pxK8#8gs)Dl~3VV&A=j?nPbrm62B!|+&FaASJ+k2npnPmBoJ%1
zD5-#q@BJ>C^0J;g<Q2f+OgskPDb5_3`g7{F4Je%%i?85qNf~T7^)9S~qQ?#vWmeEL
zbZB(MvQ8o+ZkE&GkXG6GzV0Z9E<pJl))m1n-c!tA9Q^7Cf<<z1q|orK1S2lN`D0eh
zv0rtS{0qd>nNq0&1=_x^Av|c&a6!;K7~T&?CRYH8QH2UtjPuiareOJr{4=wnwOuO`
zC{<A_EmD$2Ig%bNM+%{+))Wsu?DMMnu{0JpdU+lC7TMBe=lOPgZX>YUeI+i8>$Vzi
zcWwpHwS2GDHr1_vUZQV)L&Jt8Kyjt1;Xjg;(SrjCl?gMefboyHyv`jQ)tWmL1kp1z
zxhz-r)7-Zeu8Qihs79F=n=qfDBZy-P<8WnIa`&L-&`#&rKG!heyWp~Ws2;E=hBE8%
znKv_fabUF;N(y~B-Oj<<XLHk@PyqA&XLBG_@selkZ01@sH$7op0Ov_~w2Cu3=)((o
zfPJQ|<bj4jEmMpw4=O+#7x#Xwh`@4b&dn=ZLa#hX2KrGc-as(|#RgM>@0Cl7(ELRE
z4K_T>0}MA2*zv%ep#kF;&TJ#iR%UH0Vh4Jo54D)oXmPkMnH8x!VqhToEhhWiVy!6l
zy2#DR^dcs5;Vr?Y8P>TZABs;`>{Emz<Qye^YKhLL64&y35OSBUMbmM_tk|A$^NU&J
z`<UYMm6x;9lm+D-sf|{QxrSncx8YEKye8vVo=H&H@=^pKJ~_a6FL?}=O>%kM`QO_A
zoHSY_rQLwz=5r(^+DPUTt<tg`pna<2M+&~btyu5=6Y`#-Ls8Ks&xN>PR#c%iTPF_X
zwr3;|Y#Qj7_{m1c9i!^3*3B%&)0@DHVFnQy&PjY@8fo<Ste`h=W(O7GWMrCEt<rs!
zqE9tcw61(;H?wX%GiEf9fV|4!MO)!Z`J`>UTnW*zs`wxeVsn<ND2wiI4EW`KAw?yn
zPlWr6p(qt*D)nQj!y3$99TgjTz(8KYPt5qa(57OLN#mH>V}Gu}Wpv~+Ni9T~4a2Du
zI7iRGt&cMkTuKQY%@gD`;FSjkzwkA#`OKn?Y18Z4qsKEhs#wuZ+Qk#owP2ggFva%L
zh~!2hYGcC+dic@(t%Hjs;X?8Emd<PR-pL%79zzPU5{nQD%cHFj(HzmAYW74^>2Oh4
znnriYNfY&;E66WHJ$G{vYk2zzwrWaiL3(V=ryH&rC%3MZi(=tEfK}leqXCL#N}0Fk
zotjePI8FAH@$qpqFI{&a-$k-gJBN8^-FQ{lnUVq%5Hf7b5)(Hb6qkN4#_Z3%nL+4p
z+7JL6tQ@AAR}KfpD-a_p_@s?PspoD)b|6(aMO>rl)p#`DMVP`l`+o1{1(iLS!_oiN
zZug&$j`R5gRu#WyVbv3>1@rCzn|kEt;4J8oK;n_E^PNghZ<=mD!t;k9S@_0N3AM4f
z&cdsOkNZnN39mSxNU>5#W<NpCXaC!j^5FrZYkBD$VE7D=r2k^%m8WT_s|vAYW(k-7
z%sB7uM=cJ-nQB>Yu4Z-}o54~u?s^T!2h&#iI8(Zr7D-(*fY7MI+j>&Sf#0HMzL^k<
z(vo}W1sb~yF9!k)t(1UzN~$AIlOjJUy&7Si)vAkr6J7|&Ub29mXaaR%o&mCnr}buh
zJ%i{{P5iG9prQCs^@nR`SCQTQ?AoK%hqw%;Y|L<*{O-RS`!eV|E;ASV031-=O%maK
zeV5LNU`Ra~w(XC3HVy8d$=fhoy0H&5=GWZO_s_`ug#DFMzjK`;F=(Jwb<aBp`xK^s
z5PVHXZu1k-2SC}(bthP%I&}h2YnO^4AAnZ%_-t_x$$>5%m7yzjj3>orK9+>?(As-_
zahavl!+hozdXCin`2$K-K7z4%dAUEx(2pn9?esO3w|onZ(ImLTwhdl7FeV^+#E69+
zd&SbFBj=Y#dRma>Rm&(!r4sN*S&YmteliHYouurj{uj<K5l0?8M0(U4DxJx)OkMV`
zZ5rsv3ub3@)@uQ6)x-=Wj~E=)QC-yVajgAIYe1O={*wCVwVuJ%@>);aw#F)i#In6Z
zCkL`ChhZ6B4zf8*SA1PD80U3)#RizL7YPb<rw$8Hc+EGEU71b7pkEBc&3R0R)9lne
zXsY}E5|wx%5A2M=fg@Kg{?Fs0q1pcKRw|<mEm)zq3(b<Pow8jGn5AGbP60v8@;C?k
zHt6m8WxJIL<<t&bLe#m^?LR1@9Vwke@$5sh!(y*;QZd8|$XJi#l)PlsS>p2aMytAG
z;B^K<Tvm4cM<UaB#4?K;*5f+}7V~KJhq?J|8(_!GSyNRJnH^a7dcn%*-H`cOMVpY~
zowPo$Ee3J<tq#?yqc(gU#3h*dvi}?Pv^tkWy$J7EH*`GjO#aC5v?Pxkb3~oO0**81
zMtq%Kb9#kZ1+n%BLmf!Z0aCkvYL(2KQirHYjXNU~C!dq7u%ddY<~g2vXj9^MCEK@b
z_m$&2P`Ow?RE2xc^@V-er@}tFr}OMt!m{c_rs2RHVS?y0awQM%G)v>Ml8c`6!B1Ag
myF&hOPz{qz7oM@I*cCtds)OatI|mREe%G(rUL{y~JpB*V%ogMT

literal 0
HcmV?d00001

diff --git a/Article/Fig_notions/adaptionBounds_zoom.png b/Article/Fig_notions/adaptionBounds_zoom.png
new file mode 100644
index 0000000000000000000000000000000000000000..c4096b5dc7ac9ebb8e0bef45ba993df16f145e0b
GIT binary patch
literal 12757
zcmXwAc|6nqAMaZV-%g}Ujtqt58zILWCD+J3Y_6QyK~b2qbU8wEhLD<^BW6<=-%1HF
z=d{sQ&Mz~IHH+Ey+qb^I#~$0~vCsZ_ecrFv>-l;;pRd=_oGx4M{qxwL+qP}nYinca
zvTfTRqW88IiCv=44_%mU(PdWv$l7w7@ZZ-{VpXo_j^s5Puc&R?_KAMo*ZoJn<~}*m
zP4OGH4wuBI_v}5WbK=+!SoF4SO51ELE!<+M%+f_%{&@Ze?!CHOpYz>3JZ_$J-*7al
zIS-c(l{|&>pU&&<PK~p$_|X3~^}{KpuVOmYXYWiObPyWUEP>4r+==DAGbFuUURb$F
zhQxOnY&4f?N0dg<u6MCe+=xcveY8V~z5|ARPDdwF(DP%!fR4#?DSrI;lwh#DNkJP0
z^!4L?;=PId@bKux!j5uWDCtF>i&4yq_w_V>R#ukiOWXIiyK$=P{R<~byHslAEBSU^
zAZ9x2y6Kbxl|RF&oVhv?=;LQpMlS0pBP&o>>$&gZld*JY_H*n522QXaO6un&K*|*v
z@m1@l&`DR|<v;ITsBp@)+Sq-d+Wpw74V@i*zF|!FYYZ|uL15pY1X@{rY~Ll=WaPQn
zg$_QkRj>RpSLpYzC0|o^H><82M9qJyu>3UP0g|9bOCM#gR<d8_5Ufl_Hjhch+qUE@
z;rZWDEjg`fi^)&%88JaB{BYHqi-vh+Rp9Zg)D~V9zp;K+(ejwc46J3J<rVyE&$LU7
zUX^Ea{IjdJKt&n#+}favZv-ea>6#?YxCcdgl2ojx2>_c$Fcb8)FEC@fz$Gmq8RItY
zIAlCGA~6fn>j*!r?ToVhU>6BaY02q`_Jj6*nKZ>mog}~hgP9bId|Bul8MeNW>u4sa
zyjS%2VJBSb1}dZV2Vj#p>N6GT9e==pnE9Qz`2M|<XDg<4C*98SNCbB^{~Bwosw~_Q
zD^*z-+u^%Y`U(h8Nv7OjMInHl6EEO=AAs$E6;f5Vu3q06%dZFQt*iG{r$%kQ1D#n+
zd@*S_Odp_|@>{sPJ#i71e$t|6&a{Mpo{=f`by@?k_FRcOp~BZyBXQxH&fn`zLYUXR
zPg~Uf+{#Yg0sz3hezM)^biKC)E4h}jG|C!S=!{IJQR1|{2-0fV3FnlH&*+R>g^;B#
zFt1le7b1RwyRNc$J?%s*OySmd>9)UV+x4C5xn{`>zsA`Z`9#}O2mjQQu4%1W+cbk9
zgTT;yLZ{^}Jf{C{5Af_{NYP&>!qydez{JfPgycu+9ot^|Wj<}8TplPN18pA-e*S~n
z-Lmjv{k(5vII)4sE@?=uX;AL(Sb&$ZUv_q#dEH{b7$lIolGY~H*yo;a34aQ>LgUK3
z5pl(Y$1cS`sK1ZCA+<&C8HQ{%oB8)uJjD*!qPJ#kq@Cs|zSjZAU8ZZi7u<0Z+2NO7
z-JGTJ;&VbCzeV~1cO%DU40M@>w$U1fP7=wQZ;b=0Rec7m5S+nBsjhMs5bh42=#9CJ
zxSuHHlS6L=cSF7j=Yk98k}%0a9{rBZ#R{itS7l}&I8arV)^!M4kIsoHa9py$d;dYL
z*G?u;Fc>}vqp?x<jQAICe^X`w-=7jOP7Oa+;WhbAZjz;{&tRviQgfrU|3b$CHZcoR
zo8ED~&E)$?PQ%N=&I##C?xv@blbWN1SS=b@Cay*@pq&>b(4r`HdIi~`q;*0$Fh2S~
zn8*b;FJNe8A7H%IoG_0K#VX@u452KDjYh!#`G!fTJyz4KB`&B<F!>~aQ))51frT1$
zxq);YIeR!hnW*0j30R}<!!o}D{TNA5b~I$N$LQ@h=DEp*o@D;3Sb3Qm#LS1awSH}o
zdgYCu-_ar)8ap>3c3~sy8}ARR^XRAj2qq$@lnd7umXl@wOT#5*8XRz?p5hJZ9kM$k
zeF7$UfJJ+bY+P5}e&Bf!Ja|$8Ve*o4ZQr(p`-g7@xxNoob5{qsV>5>sjvAEHM6vf1
zbE@i@f5Rr<L0A9gb;JX3Fr4bR)#+7Mq2KjOXp;(cF{9^G3bEl%M|WV-4DToM)~oVd
zHn-R~ity{Rj5Bs3V;Lz>T`|FIJe?uGLXQ*Q66{Yp@XNf>3mCG3Q?sNUN*_zm8(3Ek
z{+mS&na%t;OkfWR>}Y!sfP4w*?!KS_y*l&Sm)OXC+h|<}ugnb;dX;?X14ZK3K2YHc
z->|nUrSOFx@g|KqepTc9-2gE)rRHUK=xOF=n?Ikg@ynbQ45wdrPNz@3_;d1PS#o{$
z!p0<B5G}F|#SZT!@Mewai}I||u5WvA!UaDw!THp42michr0RkValvZ!!7kQjPQA<t
zU~*z@yWtntslG)Yhu_&v;uO{6{MDhd@jL!5=q5m8WnN~wx3lno9Y{-;5--1gfjiXs
z?{-B7djhg^6dGk4A5NUO`99y{P_In!g{K!jwI95G<NH@R^~${Ul`n<B2~jMSxqfP<
zM^9pJ+==4}4{lhA_w;9Lj{ENZg>6=uPaB8^pxpeIuwG}}xV=GG^IjV^t_6INsgVN0
z6`i$+V_Vx{`t-r4Rb7GuI9ccG^~2!zZ!l3;Ig0q4Yw$hog_gvlvvBKYKNIHMJ?7}6
z^!az$rZ;>RDhuaP7qb--bt}(#rKJG)-;ck|2o`LWhjb-VTTyF5a6j}D;2B7}{q(P+
zX&b6;wR(gXAFmC9AU&v|@V!SG>2+f=sL-=;T@svE$1!fP`e1W*^LWYWjk=VBj}M%0
zy%hu<-?G9lykAmvlFK+Vums0ZAog7`v-7H><j=9Djdcy3Z3)NUtQ)?*aEz*udOl^J
zywMY&M|onjKHT8Z!n1oBYcjW(>@Gpw=g!#hB1^2)wX<+V5%9`~1+nJ`Wb_Cs@Vj^P
z{Hn?CpzxL0wC;9A%?*g8U#<Ea_Fkaskwz@2wpk<7<ovp#zPp;|6YbpEyxq4*{YDpt
z8v2cMR<jP&6T;yNp72aH%``g#BrMtfDd4U7ZRFDt&R4_NOSLqFDWd!(N?AJWue&c6
zg5IQT97RQT=i)<-PugJbD(a6oojSObZqw7#bMn5_Wvtc**t=S$GnQ~FGhtZfI`T1i
z8a_Zjg|1sqgonhz9ZqMup}OobO76aq-I7~^$KKcp_yDd(>S?QK+fA_%_Yd*#y}FF!
zJ$h!F&M4rObsu>07O9~_Cp+jur=unL+r};PvfUBT$K~eb=FZGfqpD{cBna{!rC|$W
z>;DQ;+f4>J?a;Gf<%=D(ZQv5j_%34~l&oGPf^&Z;ps&5}?PzhUOIvu2yo$@W$H{4K
zl`t&i%(lhX-x%oTYvWlGZE=GTemNd3AyXa1+xq%$|NS!Y$&Zb%Uxc~>BWJHhCtu-p
zZ+h#+eC1M3I)2&&0i57>i`P4w<}dPpKF?117o7j`yMTdYzu53Y0WQ9rO?Yzb4XU?)
zDfF{lHJ;E$-O2~2{E)6|RXfzP1;@?1?Axa1MyR=xtmO76^Wc@rOAR)b)SKbESQ2j-
z5q)&w&y!~Ajn+yr%lyELq})lyQXSjo#SZa(A+zdVs@`WDmNJ^hv8W$i0WK`wL!7gP
zV&eI!L&yJv!Zze2A?*tAhE~&<puwFvrbC8ztD?)SZea!SG!{H+Z!F2x=rVJ)-qPKe
zF@WhKxSuu**lC$AapZv1q#NF(&9`f=0r`TwRXya`K#V?xy1<f;CyfaZJWDJf3)K^M
zb-^%d9+NlN-*yhoQWVo5p6nnvF`|}LofebC(f38YnTI9Bc=rm{Abg;k$qehj@#l9*
zX8|at#G~VtTNS=$H0no9B-jTo4kxR?6(9^39JX0Y7So-Sel>zn6L~kE6Ng!E3#N65
zz~4Ii_*r}*{>w&ura3*4<ufW6%2IOthcmH1h}oMj8@rzP?d_z__V@K&hu*vg>|pRN
zwVlZ{fx{#A3b@0CcSY6!(BbsX#DF6kwrESN`z5>q(QR%N6iX}nQX*fCx600!fZLMn
zM!?NKs0qY;>3V%%c#^xCd#__Y|CnKOI-tHK_2fW-b}4tS0qt?3@Ifp6455c(Fy$0}
z5(Xagn<$H^xqrB)BZ{EW(mzrOlF*9UKCYamqBCBm8y*_;weZIq9;=<Un|j>tclA_h
zO0RC+wO8hzUSoL(Jg6is1iJb`8A=)jk?}=*IMRYlhXbC$vRRp@hBfwh@{@{=SmbzK
zK)41^Y7{)qpO?^B-|inkT%0d)wNoc@=1V9WQ?a8C?-?^3D>3Q(5K;V8nawi|a?+W*
zw-ZHuu!~);yZ%O-A?WZDQ5(|o*GUp9$)HO+QF<<#kd=T1_zrfHx((+H57x><i5V(6
z`+mc)LlZjAcF^vWFVq*wk4>}hz+Iy~UZ+X`A~Ne5_|oltw*GiYNcnydBu4wa;;SZu
z)7*;2{B>tF8n{#OjcMnI-O2AbuN{7rnso*qyWPZO7eM3gKGZ0AwNKq_xj7iLXf;Q0
zTog{1-kgwd?&~J0)DjzEbnzwj|2w_KEO}!!JK!H%3oxVv#PK;g{m?K*>QFLy%^Zfd
z#|Kf}KWsu=5I!W(E4<+!82)M^+sb9!3S!&y?UT@e9tk4QR(#r<=|w+2@4gkaZ7TL%
z=KJU?+w%n{CwvNd=#|M<GeFoQbwTz^=38=mQ13K?7uZ8n+)VyX9%+_VmidR*lT~E(
zkhb-PJf&3pE6=N)pC7Y`lN>8)qQT#duI;kp4a2ssx;qjnS@jci*$Nm<ni@x*@q#;r
zF+=cacC*ji;T*DEb5`uDwxx36k17OD_!QwjvMj7|t#Ywb|B^WIg(BGBdHpW{IIBLz
zyg(FVlb2&yv|LfgDKxpROyWvz_jw(;Q_nI&*dt(@EhgoaAJ$BR2?k9VE2>VJx3CKp
znH}R(3jYsw2=W*fw}D41_~e$vfJso<afWy(^E#eyhxP}Tylh>V7`q9K9?1R-8lhgV
zT<>0^G8+2H!v6AjDa)67DW|SaDGLATc|Wt9j7qk8SzgLN4H$kMweTWuFvII`OVk1`
zQJPt*$a`&vW8JBDWGTwoE%{thvc*5mB67<Z$$&443eIu3k6}TYKFPlVUJsV8So8CP
z``X<&+scCTShN<6eHH&@FG4jX(-Yv7*@B5~+H8lgVUWq*wz3<g<d0_=9GitJ_+d~_
zVE|S5bI|xb|CUPf4TsCVPgpVwJEi~a@I?*b{mu7>{V;iI$O?q!J?=J%JyO<6LzSS&
z?U%?W8_QeuNZK;f;}hPl-YjAaUGIw@!)AChxryA$%{nN~l>Wsg@L^+{y9iWMEJ0l>
z=Qc7RXW)a}h6?3YTi>1t{B;=c$^?crpgOea)vgGZ!&(*7_N*Vfetlgv)4T$n9EnZa
zW=NLrP9r_JnHIQJWUuJW@n22&7GqSMSTML3sjXSG#*#+q+>Tt?rYU6yIMP^N&E-F3
zYOno^l0!FSYV>)GL>vg%obQcEJr!XEPxG%wnGt6j5*sN`I&Ll#DYb3I?yXtg5Xp9O
zqdQDH&BRc+@V8n9B~ID#A8nQ(_#gf*ROGDGkJ((uV6k-0SzZ=}=f_|3phUMvv--$A
z>>re6+Ok=P_<7^}S-*OUvf;EucNjhx5;%n~_9098O^9hwuRYh66md!`WzOaU6d<I7
z@S4nCwet3q{3Pd9$((>czr=$8S|G%uZQ(JE$uOkKlN(>`pGI_Xz(omRT@yYfybR@;
ztvs|tUoV>q@8`^vCkwboQOdlLLchyFVut$b*RJyny12yUt<DXu3ERxW<NdN(&lavr
zv)~TIA*E{}FZFpJ+6DQrbG@v|^e`R(J1a!~P_1w}HD-gsqfh%LgW%Z}bGv^~&uql6
z?|KQA!^i#M+10aL$Bo6~@*vr#FYQBxcD1LUhGCtQf}cLvo7c<UWHe|u?B5=|y4)Vb
zOIW8Y=xpcHg?x>6q0&1)Iv1|wOW+Sbk0=&#9S~t4a_6>38U>o*hSOzc%2|W$XD?kC
zvw~2gl*jMqVu&YU>}&|PXL9GS@}`M~S^DE`QOIo1a>lC|+1F0Sbte<GQF5MvTs)hb
zQxY@lkG&Zz3ON2Mp=<2Sll=$d*#8VqCk_Ak<hlYr>&54<E=e?RhD6-Adxu@^a=l9Z
zc_yf4t}!B)zDaHsp#p!J<`*=nXq0eD#B@4LHSat*sg^(~e3kfWQ@t!Oyp_*e5ANDe
z5OxVc>JC<yuOuUItyxE~L0)hWccq8nA)ka19p1SwmP`0v6fzh;eg@t;5qGGrJ}DG0
z$n}Nha5t;!fN<;WcocMXqX5OeFa6Ko>tBSl;_GFN4*=QWov#s5iPLE(MHMDdut8al
z|B0jtMSh-?H;p`RM&BI=8jH3|kJ(k5dqGs7)oIypHg?Zu&G<~2DOf|Upr*UimVbVa
z*jY1Jq}y}OWn6g}0(cC=RgZUSzs>%abhIgtkUz?5OE&Md>epQanrXE^(!&8KueG#I
zxyGFeEdZ#~pMjY!fHo?H)c|w!>U})PsA4Z1ZWTw_a`PpB>}PFV`3Lo^v}yJs`#=a?
zYKPfkBgHu4Q)krdu-pThjk>JPm(iJhW***()QjnVZ@<02A)_IicxWGS)r#P^e(Vib
zRD^Uu%I=>8QEEw#YV{sGz#qz;Fs{_|NPVI7Z-)z0b<s|{wx?r$e=lxr>op-fPRjxn
zDvOocPpiM^a(M@~6kb<EAcu@7Q|p<hnU2asfCu~cf1wW;%n{zU3cp7u`2sdLw=mx~
zUX=88KlmK;)2GY?bq0Wappa1gN<M@xE*57|gi$F`rN<no<)8vncD^1w7m`p|2J$vo
zxHzZ!QPy|2l6#AI2;ZVp$rBF#D+1g~<(9+@s{P_7$Mn{I&SX1!rjm#=R%?v5klb;7
z*g!Rtc$sw?e`IvhnQ#goZ`%_%iNzBav^|}?h2JYKUTp1}o7Z`B+gxu=Tz#OVkR|f9
z`O^au>7n%f$4wrg3&0jBl6kh1o5E@=lAO;?3&9nxVFP-j_8#YDt9ESf2%@;JpM@J=
z3Ud8d2f#S1>%6f8`^sHpBCf%sPeuTvHLt_Ho^&u7su|>E8$8+#EbVuVfu)3gQpg~@
z5G49<Ph>D#o9UGd^LP+}6k0|paxv;!;Z0DI{^~bLO=K}RI~qeV=X8v8e*D}5rnZl(
zX$1?{OtonrFKNDs+_yWcItNjEl6S)2Gg8(q(~XEHwJ>ntt4F+J{*M>F7XpM<z4T#F
zGYta7>+fYCf;H8nFFo}Mt>#i2@QmQ?{@a74OQ*GsSXJ*i7EkZ6F_aj!<AlTujzG>0
zyTvW9*{GxHnLrcp)IKqz$BByazJ8^X;&hzB_Q{kD!D^Jmqz0lE4|oYNv(s*Z33s%#
zTh<~#msYkv(pV8!uKir%|5rfu6PaPERsd7P46YWRdyH?SSp;Jq1~D!;c6X1;ZlD;H
z`1q@=jjQ^0$O7N=<>tX@ZNJWcWeplJK7$cuxvyaNVJ(fai8njM(-(l>536nmZq7T)
zoV`jQl^T~js5^wD_vF~7hSL2|ocxN38gzlx^s(D<<p5R`1p1{lde#GK?OVbR4VXhq
zipd!uYL&oA^s6*++SXf(f1zQ_4r3g>{P^l38m9XUT8E009EI`F1nwYgBBXFF#I{!T
z2xGm!KuaXTv?L1!(;KI~+FD{eb~JYRnhd6F1Sbyzth4v1g0swX5amiv4Q-Omc}ql)
zSRdCSULgYd>e?wZG|KGixIuege;w1h_MTh(aV+E-Q+UfZpMST=^NQ|VNBvJ<Tn)r}
z*KdQWookGOne`2LYdqBnhSVoRv><z{sE_?J6RP?rEA(~ERL~1`jU6ruUOx(3&wNDQ
z{n%<4ET-e4W_IAi*2e3-vhD_F8Cf5nyH*Vb2le7u@m%IWYT(eI?gMLcuU<B1!dK4d
z?V5A|+?PtNeF9Dn?R6yRWjE-(&7LfZO86et4f^~^N+g;_eRgS@wcAGJ|5hWw%K0G!
zdOA3&Q(H4IF5YD2ir$6M+ENIhpk8cx;Gi!YFuDSexMACO>nw5Pq!VpFp^HhLOcyhH
zm31`OMd7E1pykP;0>SaXKdUo-p*?<_ziX$Xd49BVsjF>6Rv}wOl0Wbsegh2|y5HmB
znPEw3_?utx!c0Qhc=Cu{0hUxX>(MWa@Ga-Nop_|4np;;}W}0XO6;5Yp4;Fkbe;lv8
zne#6nPql%^n`3*}gESO>v4e80MFHH0gOu2ounl1P&RVQ0@D6K$!oaTLL)wGu?cWK_
znFmk?dL>#R&WBH*T9CUmD~0f^x;%$@gEHfGv{czk=rTUqu06Q7_eOVYIbI5FFxq}|
zc0RLv7_o%c%juY9ss_Q^&(=)0#TF<8^$BVaQ2rL1gyUZ^9;`a{9}|VC8V-bf!&9y%
z!F{_7YIf}nwQL-S3{rJmjH^G&!nz;U6LtslQ&q|RiDu5jAyf1(Z^r=6vtROTiW?`E
zxQ1aReMqSE?G%-e!Qw^bgIAr)TU4dX*GwdseNhs$V-|RTD$8a_&MRnO*a;5egzO((
zX~e4?69`>={RUm$Puim0?Q8!Z?zBCt<b-7WxF!)LjXnF*=l!V(>J1g>i`IRuH-P;S
zU5Tfz?~Pj%M6N#5skm((!R*P(K7Ks>`2|PfwJW9>Bmzn1<k}~8T@Uzh_I@Ghjl@jK
zH-K^&Ibk(NRe!r)2!B<&oSR&MZkU(<%IRsL{sp&=q;YTQHNxRHp-JJD{BIjG=!S!~
zzXeMl8TCmeOx#K_^BsKjiY>ttd58om_7xgv+7hH2eh@9oc$<_GjD(ij(1dR?_LV|b
z%=fQvL~MBXre1+BgA|~Px?mh_QYLk3YHjGb?(NQ3jQ6x15|bxkikSsSzZ~uZ%d*Cf
zt;pBF`~^@ui^^wH&lB}~sCH8LaUH02F}{g$%n(Z4TOW0pEM-vUnsxWjUz~4I*#${{
z%)So^<<tXT8(es6*O|j?t}{sokKos*S{pr`y_1EVi5rPa$z3<nzMkBq)@^VGU%KD!
zK4<#iNyL{nEu2)T;V3j>U`g-&42w$CYy}P!d#R-K&J?h?BS{4shdQJN+y8j6@ZzTB
zv??i?BfMq(gv?$xn(5>uyO&)2dsE1<^0yPb`Rz7YG=x4zlh|3;RXFPbDY;EEVk|Iw
zJI0S<DJ3txn<9hPd9*@bjaCn#uFR>AQGFX(dB`l!Grrzg-zlAm)*|IoTp?CT1gnAB
zzygt&y-X>(w4Kl2O++}jt^s{L%kuN7KFvFI)1Z=#`iE#n(~knWu-&7Z39tngK8;|d
zJYLH&(Sz3Hfx7Kho*B6QzsBH?zSc8qZwRT`h$VNV`IhA9?RI2tM72+?;>u+w;=@Q~
z^(UXaDOxT(({Box;e9=y&Xnn|1hFaMKNFwPc(cp#UGke5_%I~eT>NYgE@Y4V6&sa4
zF%5LA%NDG?SuYNL*Q@*@+%j)Gq%rfS3hQpeRtH{~t3NUpFb}l_xA}$%X<YE<UsC~1
z<zSa@WtSNnm8p9iXsLVa6sz>!5o4lhps9{d%cu6f=XrDecRe>ed==spmK|<;eV^+u
zl;yUf*af11>dEFRXZw#P{6JgdIAy#qQ6iak<@G|Dg5gX@=w9xQ0;<=Vm3h3UB!&#P
z>|ga)b!H$sIEHMh0#VAHDy$$pyLVG;k$5=*^L#?vO*u4aKP;)||2cQkvCLlGVSXZ4
z=WP@o*eI+F*?~qJ@iiNumQ5TxQNgJ%X1Xdv)trJ7$^$Yg*t4*7Y1CVm41r{uJWLai
zO^YW@%Y}TldZq2;!l#Tl+z;L+Zob+moixJF{pbqYuSxM5cQ0rp+jGcL+2`t(RZk<u
zt`Zf(f-0DPn`UvE&{#eQn^X?DE3+U)MlAl{tm@jBrLmfa=0oi3_KSJ75A(Dt$<cv)
zZ|LMlyJ8=TsfG6)HZwVy7x~7l+41R}ne050BHD7tbUP6Ny2q3eqdM*=CS!d(yp#XD
zJy;f|thus^_ujUnIg+Z3C14?4w!Qnu7^PPRCK$vODnHC?s>AD9hnPm9AE*H<jDZ`6
z@k*pm9Q|*arCvLG-5vOO*Q4R%z$1tnCD(-cxKWow%G#(nq%*`49YZc9u?E{$`a0=E
zxCbR<#82mTGt<?$EQEJlkzVXlT;C>{$miIg&0|d4bpaw|3R>UeK?439UlOW6vWGXM
zP$@B)_C$hBFWfTTw|%e<j_0FreqOf2pgh_~I~FR8Yq6%#976gH0S&1KEhXhnh2Gj#
zaT$y<$!Fd|)_Ddb|2$0r6T7{5?J@d-g&3OGR?<X<_M!ONd`<A733_WXeMsSvt&Or{
zcZXvL)M!-k?2n{m#FxPL%(BE4N<IGyZ<ePt5FQZp)^MBu4&UMOd^#~chO8S?s@E@<
zHeFgukPg(cg;@Jy38FZ`=~>^3Rsc`e4@mjTzwsjZDPLxBdg>E@^_*xeC?TlPvo|>t
zo_EV>LzndDplG@ZjRan;bHL-p$q0<}?YF!77$Q_`G06V-jd7)9LFuja<D2y6U=z5<
zql$y5A7i7AvXio)h|`=t<CRl_&ML>U`uxOzMB6m`=8(T8bV}lh+Vy~3s!1z;0?KGy
z#u_&UU(68*eIq9%UafEHMeJa9w0s1y*k@I@Yy2v}u+i$-*QAIf0!lP|b!qB8t+VCk
z$j$g^LvT~`*cwc#B_A`&i6zUYFkP1@=eFm^ooVSwmkk#7iPYMvycgv72kLP%_cKN3
zMcJ^AF1HHJ-Y4&D!&KdPlhR%FD6`qGG4qpLMTn|oBVAdhh_iW4dClq{hjSJKBgNac
zNrC^}1qfM>7|=v;UJPw%U?(c)mc9=Ppg4aNl1Sx<{o<|9t@II}|2q3nsa{YxB@>3}
zlQLQ^{8I=%pb_d_h%g*M(Qb0TP!<mR#h!rf=jDdbxgF<Bz-4gxZ|u?-fyv}PDeI{-
zS6dzA41yVEg6^546(HJv@b=u)CzBTeXTpG=?YKt*7oj-yBE=tlsV7(hqF7L37T#-~
z8ja;}ky!r|IX=OI8Ppjz$EIh$+`pql2b`5&^H`j;dW8C<+wetFk?zULbB1yQpr4f~
z-c3N8e7>*6)hB>$+i#z}USYOLkvG#tpVWWUe1^ZZ5DcBU-<c^hONkL4Pend;G}*9>
zP6XikDTL3vdbk;q$KwPsU7CL7(!-<0SH3J2ddRKL4pfC@zQU20nyDl8oX>cEj6*e<
z-O>kV+-otEi#ViJx7UMu8EUrm3t0hs5f}(5l(|t^cA?mzK)Gf}_ZwTr(bUUiunkW%
zDUMngbPz2U{9Wrl$Cff0`w|~rg78Wxi=q1v^h`&%tnRqata*o$48|RE)h-Cr)E`A6
zau0EZ?F(g5lt(IS;}YR^zT{5Dr88^q@Hv;5h>meZCpaApEoqHIPRJgGA=ALqgw5bK
zKby;DkUFz#NG)xK;Qun@an}Jc<#F@jr5t!fY}S@2$^qH)Xydw`4>}`v95}r_Ye(3b
za{50Aer%g{AZ(v#vBFX#G|?h{>ZXU`v?ReX%VcxDgvLQGk_InM5+eFPMqN|D^@)At
z-XXDQep|{sKBd%nr?f|$%e_x9fHQ{2lK*x?4^%hj%&cAMFmUOmu7IHx<1F`*(t=re
zXHVM+yOa@|VdF>`c3dy`uFQV`7p8SP5+lVuaO@A0wrJ*%%nq;V^M^;1cIn#$eRyJ?
zJq#Fb8V@|WAzz+oQh6>6H1|-zrNuk0nvfe=rQ!(ud4Y#t<_{9?II3GrBiJWrsdFYq
z%~5U0!dNcNc4?zs*-V1q{MimI-zNvvLOr;uA1G4YxDZ*0W=$*A3fg-a+J)D#Knffg
zs1{lenX#7j=)V&L$Qgt`sYc<T@nQ$a)SHZSMk90bLQ$$=yi~z{;7=z4zhJdYD<^cr
zFd#K;hoC;&q*-l}zBCSR=3kMNJ7cZz?dP3@a^3z}bxN_P^zD^|`J;aOYaZpt6ntK~
zcLJzr|H6fMEpr(b*oJ54Wi^i9%^{C|#OpsWM>5q|e55?OMWF}O<}38pJPRiU|DFwC
zoLME1_|ZnxEP9&D;NckdO1k-F{+!QC%Q2r7#P#31l_dsGzmfJTcyvV|;3bzxEg$y#
zK}g=LsmhpWO6*yGXl^~fht-5xHj_q~vTtm>0^CR(sgLr&^+7Tf)wg2^Nw4*ueT3&C
zMAAL{JZiFNl4K;eq6&+65wE!lnr#3c25V=6CmZI4eWWG>oio4ZplU8~$1}uls@uQ3
zOiDyoW9)w}b0v|q9BZ+}(zSYLIC-}FPq~vaC%VsWc(PXIvqKsDc>z6$afKk9dSc>A
zyjj31?Aml+<yMu)rMGv!kg}+A00CT?F^jq(t7v&xp%cm+;Ko?)2%5>UlEAwoRNo%N
zi5+G1f@-l{4QL<aX&|p6UUwL3eUO@TZnAo8#aHNI`~P}Q-ZL-i8|b4j#=m6LafL!k
z9AzxVMwd$7h%5lg#y=Y<G1!Yt<s?oYpLH!Q=@GnpkzVii#7q{`zVt>sgV$5f%UgH;
zI0)a}EdB5t;|%`{XBjWMyF&%0dIKJmRX7Dt8(#XNywOAsdDxnRyJ?1>@Pj6fZ%)NV
z>BL$qkcEN2oQIdL`SBuT`@Mmv^t~5O6zSFVt4In#^~q;S0nN)=6OF8ab+aEs@4T|p
z**}-+I!=nKUp_IE*0JE#btRGT<>ArSJ9ez^5ISd7zm4P+Z*6`(Y^)klJFQ(qS%cMu
z#Kp%A5W1O-QU_V($ja}Uc=FLkcX&658BI%gMx!i|KWZ>G$un08j#?fMZhXOS1mSrT
zOTh;y<)R5#H6YU-bFQWCfv{?vU5*r;k=D8bjupsfT3|+&jTH||U3zjejM;|281J&K
zJOpzG{`mgxee^L#GRdpN9HZnm_Vg_mB9>ziX{~IlxzS?PVWTq8Ge?Q9)3P_#jtI&l
z07DUlD;`L!I^%RZXS2R%0?~pMw2~QY8jC!&bA&?<IkEc};NQH2VUV%?ZN~@GRXC?&
zbF+aa1=ws#jC!3EBI9M^g*q_M)4M#7iGRp`nFs?mT9qMqcL`b9hkNhVr3MfbC;EX(
zh?j?bZaCY8)h5^FyWtgbaW`rR3b%vsWyAu6N4=-BiYp_rnfe*VegV_})=-ODvw0S6
z`IYE6lGN6Wg)!?guVG1dCMKVgKWJqkerw<QnGoCi$npb|=7!T(9n1pKdY3zSNu}82
z_2o|w$NWKgA#?-8l+*Hw1M!WVQ!b<)mA0^%4^PJaF<J#uGf3sc1FzJ^dvj0Xn6EcA
z3S5G3FJ^f+=eS}0s;xBen6LpvBTz91S&n=Q&S}K{Rq;hT?J?G}1|Ngf`pocv56Jry
zvuRSL6Y(byztkDD6}i#R%vo8UkQn}jfVU|N44m^?7U!WZTKIaq=f+=sH1V@wRZuin
z#4?aX+fL<rA)}|F%%&P8@u*R?LT0M1WyWGK^lUdKoj!cVgh4_%>P^-b4D^aRP`z-B
zS3+;&n4P(g2O}@luJ2e7aX(G!cK#C;Rtot@B9^G9yl!P>J8?p)vqce()QE70nuh-u
z;fqfns)Z#mVw)Cxh;j9=0H4}$4o=D>ET8WfEoq1%f7lMfF`@bkG_k-skNrL*nC=Lo
zLAu5cs8*X3An7v4e^c=1g?mVHNe!I}XjeS_JXtd<gA#wB#!BN@k!Pq6RF?!oU4jNq
z6FF48RADQSNEk{6TO}}Tx=R9|MF+{?*8f$n#xoKV5)z&T@!sU%&YYMp?ad9<ruaoB
zB!JN7twUVe(j)t)h#5=LA9AO1tHyF6x<k;=Ff67Iu#HfY;%2zEd)h{0>_vc?H*<@4
za}=9Y2APj1<ipMmO$}m;)`&M}uoI!gtcEQBoCv5-`aq*ZHFEFfpVC8V{uv7>*|i}1
zUu|1_;ZUOHB64gOpSk0xlr8YQ%&DG^{WdQhpF+ULSI{aYYFj2)VERNzAXX;~U*pNX
z0s|U{Rs;m>?0tK`k5c_v=w5;>fL%g0UWEH;O2z^T>+$8Vv_bgjSOeY2SX=6K{&6C~
z1N-*Yg!V*<qlo!2KK2?(ulid5=MeRi2NS>Ec2}>g(Rb>&ZSmxBVozuTcW}d0Z}N!B
zKpRMGN%b-H;b(9%P%{k`3e<yY(zS!udg{$`Rc!KX^P}W!Fw`ZFK0<8oeTJ$}o#H<?
zg5RypJL0n}Ram#E3)pp`tK2tmJ8|4`+^Bh0cw7Hj%jS;XQ+`b}Ery;b^DZucP>GbM
zL#Bp5ILP^k7kre_d)gtj53>I%vk6O(iV#aJe1vBY1+?S6lGWT1Bz*N_H~eEE6_)3#
zGmL=J>=*DPS7ezz3z5K(=#TfIZE~bnp=mAADvJXy?(xa^_1}wkR+%aGpXb#FI^V4u
zR_^NW{;ptGdm$a-w1D(izM%a&HjQMbBodV>*=Sg=jinML@_fcY8`olHkF;0Kt7zHK
zpA&225J~%`RXsU(xP7O7I~4kWs42Xp7Cz7ji8HPAS|Kw=Bwp%8Ads1w+OL}xI}8lW
z|9{LnEfI7A(f%R7qkM<X<D#xNs6+O+#LJ7<OQn?XcqB&Qvs}%v?CWce@ByldykC0v
zH0k`l)Eq#CdG(PRe@X3Ix}k$Xm~`gLu~aXBnkK~tGe2NMkLx1ppJ$?)z@(O}yY;iD
z+!OxkgICmPRQoJQd?$zJP*wla`acR(f}c#p9U&yXCAns(i*~bACQA(Z9qKZB7^JJr
zG;GpsnkPK0=F(r^w$7Vr<Z5t-5V>=Egf4r}46KJ`;<+?&rr{6rk!I5#a<L^=1vvnM
zCHlU8QBv^y0>DDF*~xrzk7I<FYP^y7|EijbpZNIc*!3|g4hAgJQv>IOWZ(wVVL&hD
z^0RTUE9m?&v|Un#ughGzgtwlozI)>U6!*neG%l6$Pb_O$m|80QTrArQMUI2Ez|s?L
zj9}+U1?qL;IP87B+wWO*iB+Y+nNVm-SCv6LdVCkz-PFFWo)XxR6o2f5S3H8*1_gwf
z=TQ;Z0_LAM!IQ#*Kz@_S^=Zp>V-JUXMAfk?O^Q!{B-k{OeU;Zj4%ez0XI_N^dOOh8
zBR3&@H#ne4;3efiTQAYc$>>xO4V|dxbkHM19)y2{VfBZq-v@w_5VT@V=`aXRKTQ7|
z{)AlG7+jYloohgU7UDX`x8vT!xty)AlRb36Vy8=fZ6yr%(RaEzyb+Z#))1kpS{HLC
zgx#R3%MiYyt`sNN>yNwy_l~dRuAA*K`*(s=d`9_wJ@MetnM|)jWeA2c+R(h}86REe
z&<FYxi;sbky7WlTC+N-@ZX+K(`s{X=s26zOJ2b2QUZ7hM&CFIuKQe$m=A6ggt-kaL
zuRxMxum*gbOEP<TNiR2x;6mK*G1b^rq`Tz+`J1XfwrUh%NlvH)n~jnm`(hu|tLBg;
zny7rQNgv$xvxX^uSri~Hz859K<#N+fttR=}$`rRIzs7-9{QbOqCnBlPK)O~Bmw>#V
z%n;V-#}|*&-R06y?60s1xnF{=k4#N#S?eJ-0)PD~u(7qLX5e%9mu!QGiZN3xt_pv4
zmdYPrtFTLYn6vi@?p{-7ekj9`uD;+9Z07#6DxjboS#4jP<1k**{)X4iHHGpoK>?CP
z_W&%Q8Di#wR2kc(z3eo@2;;{P|1Nkpq`57nos-KL)3r$gLoyFzPu2{)3g>9!sCo6k
zD_TvlfFM{Jo{(bB<XlZkbkTEGvwox&ux>~$*X0MM@&9T{ajUGYDfURQa`S~Ew1#0)
zVbs+PAqyy4zV0YgB1&aZKQ@nR8~;i$NSYhNx#MgfwWOr?VtQC%oOc8;qVAP-VZbo)
zEY~G_aX`<X<BH7u+9dt(CU6lKbSF3`7g0D;Zx&h^09`8dODb|He!?lNebMZYpEhm;
zrP+ByPRAo3b`<^v=j#wRQt{Elh*z}Jj$}H1<~JMHM3X}t*TC6%60W#l0@;B}_8kss
z#1cFsjN>Mu8Tj>_=9@tQKu7I2Fs^moAMf>@YG4|q%^9|6aYV-@xa2fRfMXU|dxE>1
zBlfhl{#nB@jYC%WT(Ys9r~&S$ac{40K^H7B+>8G~SQyg&rQRgkK%amQ9Ubg3u4|C0
zZaq1+6dEIoo<$ZmAO`R_9xb7zn7dQkkfp9%5lb!)6co8xU_Se<xsFFl$6CkHqPba*
z+SERg`Ek}dG_EHjUh8+mqKA${o-ZD7#)W+!f!rJdg^VmmATh35hIRxc*3BE^roLVN
znUCxBhau1!t1&8D4Xx3jh)J&uaecq`b9Ls@g*mTeLZuzb4KCSGCv_h@P8dJr1s%1E
z3)kzKr51-4(@~cCqNo_UAypHyJ1@W<d$Sy`kREERx3-#-c{7?eIZED)h~saA_Fgdd
zMPf@Ew%m#CN|iJ5$iNYoHOErpm~gby>c*!cT}lr7MWki^q26Hmn%D&em~||cRLOlk
qUUrAv@r<_M!f8nTjTS$I*Nie6vtAh2iT;4G&Gyn|%Z3a7DgOid&`(eR

literal 0
HcmV?d00001

diff --git a/Article/Fig_notions/adaptionLines_full.png b/Article/Fig_notions/adaptionLines_full.png
new file mode 100644
index 0000000000000000000000000000000000000000..80708d489f70bdde68429b0eab53913c20aa7a4c
GIT binary patch
literal 32966
zcmX_ncU;nI*uJ)Gm}X^auF7MYTX7F;ds><)E*#~+a*v!Sw9U!sl;*ZF7ocS19#kqg
z5HiJuiismdL_|ep__O!-p7;L1=L`S9!}oda>%Ok*zDd4qYjgPE$%7&yB8RX2eff@v
z$gZ82qM-eME+?wLKHRw+2>aVLQba_e{m)Z0Q&U1-MC6pnwaXVAWAhhV;<5`tncA&1
z4Dw&c5`$L<b{!}-czNpSsa@UbXP(^52tH)E0D?Ah8*tR|TH?ELreGuy%&cuuf2TdV
z>q&|>w$sx1rMT_O^N)_~%5k^`y0bQJz3!X|Lc3Y;P<zx@3f7j7hmv9@04@D)P*$Yv
zTCuXAlNb+$_M$5*d-qlQb{z%eS;np0-fE0u5YZS6ndpS^w0dZ%r>FPu#4H;p5C|^C
zEvz->fIvp8LpMS~LzS;rPy#LyB&>(P8+;BqZ-l?eNrJ5%{dAMxV`RQO%(>gR-2uA?
zBPB=0@ysOGdl33+rFYG;#d@aQK9votXua;aP=3@A2E0)t78!x4SExEf?w+0wL}pOd
zF1E+K=`J!OZ7(dB9VjxeUWZb61|ehh?{OX;9>)Al@4L7usLOZ@EUQiw+(~Y&`&eA;
zQ~n&5W*07Q<ekG$aP~O}WKBfeB(T}IVGAOn_;Cr_bz`VMe08wO!(!FBWTOF=w&tBz
z?W;xG&fpuKIKC4>>-SkpOSKnDA9*3zbOLo*R~)u2aJF8@q;RB&bT4Sq)Bu~SkV#mX
z>FEuc>CQCnJo!mSD<{Y34CHP0cc#tKF)UOk9lplGa;0))B5$%3Yb|H{h!5+1t5gRM
z=iBHf@{LHxhDyHD$tv%L4FT>qe;LquHuH~S4P_TJ!Z3mmc3J3Dd$Mu9^@rJ|`FVY;
zQQ+Y4WWl2UroIpqbJp5s_#)={=D7eVU1jOy?KRJGXg1;cI9Wrr6~1xqeAIVBXQ^wi
z`b0Y1%!B<ffi|VDDKfjlcg|#~AAI*GO8PRk?>hBZzS;~THe|b+jymy|m@(G8pQ1_p
z_=w&}+ibmi>IitjSpOs%KJwYmxHJ5pJb>n$ahR<T72*A0!MV!5+N|TeRQZ8VS35K_
zC3in|PND4MN|C2d(vL%2u9tLZJIBZjp$retIWFkc&ZABOfV+WjjcjJeHZ~(}E!zF_
zH0PailWs3UV9UYg=QUkF|D3se^o`Z%<C6E8v?8ZfUHq2TdVjfP06I2E3SDU*iS?JD
zzB2`8E&4q7|D}(Oa1vQOeK!yYmAEZ6Rq$wHKTZdev+KSWzw>d7Fakx{El+BE(1+W2
z>I`RT)>&Hl`Br$`zJ2?L#(gg95m;RD_bZ#GiOIVA9t4NFMQ(v|=r%(JPpO<Riu|>d
zG_hrqq=WVpG9ye?!oVMk?^P(cZ0}lU{R>FkHaDZi)IO=c`WrQQU#`UR1-m9bappw7
zXSR9N*vF-0ke~e2S)!DzTo$t1KP0<4gkZLbuD2TNAHMWe)dx0sSl=Xc5Lw99X&+N~
zm8|P+RID}7{q~>vR{^*bV)BivMvs`63ttk1&$b#!V-^+`Nu(9agiI^MXO{m%P^lMt
z|K00X`&QPb?7hhf!iBGO3T3ByAj%@Mb6#w%LD9w6w{yQ@PR73&j?^RWd2^v=>T#XN
za(Y|=bbG}|&5Gus%$;(;p18FXXu_Z^H~8$TIaj9;wGs?_+Bz6~PF-C+_Hdu@`yt)o
zce|EDOR1s)XlnpP0|2h}ety_(IuM78#4ltJtRIdUS=jw%Ft8($J6O=N@qG)^`*kG|
z(>(oACZ=^`mCJ`cxs_}9;8Rt+fDJ~p{Hn4#fer}FGlWADpVX{Xxr}Znp-A-*iV=ME
z7i(457z;WCV`qY4O&gUg^O)IgJK*YX(bTM440*jkaO;fDkWzT3M?aMT3D%w1?oy^T
zaZ+j^%+xwqKSI)a`P(%nWOu)E)4UJYs$uOjMG>+_8sRdr)RpH5CNJr^!w?7sVXYU(
zD96*jtjBNv+omfRv<K&h&FXXFdy%a&T$~_FMHvd&a%1EfvKr|$E_OcnX^{83z;C-*
zxOt(Km%E26VTvhHzg(YqqSn=~g=)RQ@nLQE)@t$?^itu<kJqhOFn8JpzBOND4J^il
z)Fj)nR%%&_pLtItP=h+AvuY;Hrm(Joi8YUU=+z|9V8i6&*P+cUZO@fjG53wuosTU!
zzFSGN#lUoo(U6wg|89|<vSyLZn`VB>_Y$0Zdkk8rz*g8lc%+)F!t%e<dKi?dp`Fp~
zJj211&ySlU^kF1{;2PIwo3Tax#S#ncdUMVpNN?W(ZDBZWYSm@8-;x-q*f4PMY1dOL
z(Zv=YQ11!&peS+6443=rtEaM&b=$UarN~wp(bZ`j+iNA+I~tAiKO?#8N{DvDcH7$t
z)6iK@XXU!K)Y_mVF;;e9Foc4vjDg`pM(HDkqglpxjl)Mi1PA?u+cG~rE;Io)`HqK(
z!3BrGj)5nbF>?jV8}|s2WzC$fX!-2=UPZCs@Wdfg@Y>kvy0NJ4!(hv}pLuTw_MO#<
zk8h%2VF|<uyO`AwUZ*x;0>=4SAW=VS73$R*^6Q&*6Gvr;lrZ%)G){_Y_=*3hh))nZ
zL9FL|^-(HxVz~F!l|x(1ItR5A$aW#rsMNYd-fj!6Dok#5z|=}^P9=4ruxERfB#mH2
zc3$C}1)-b=YZn*l+{jK%!qsvUT?RTzCt>;-IK(`7#mQ?7zIA?kMX?B00Vl_J)VH+<
ztR3P_gcHPI!|bt&BukH-uc6c}83%9Qu$_P<uMrp7{~kJc@SrE?i}m`jk1@aLnUkfz
zsBkEFRUqi!p7}HmjOqcE6+i`{F{3kcP0ST9z*+Ick9<@_uZ49&`bd3Y$6)_$NkzpP
zvlxDYSRS;iPi%|^$_d`2X822F<Gv!16D{LUv5WOID;zzKR*!aTT1(U%EnNh{*S}OG
z-Ux*B%q?y(n56^3O`9IN&GSgLbr)gACV+~%MzyTXg9~OoTV~lNG$1^KS@U6hG$1oQ
zPuQM8C5P6j`Bx?O&`r?P2MAuwB9hwNp$WrMnRY?g5SA)E0OaRXvlHoF8(;f4RHb;@
z0qf!S{rhk~DMt{WCbS1#$Y>@U+nbdLT0^_Gcw#DZ-~)-NS-6=?GPp=v-2^7IZkYXk
zJ~M|>SE#?l#cd8d=tj2&<23*PaO;``ZlVesLKWQm&S?@XCtGE;_z2$^fzj24BNqIS
z38xkaIah9^*uXf%?>Tw+rkuV?o7+G0LCsM>pOzV8-;H9G3{cPI&*2B_TwPm0!Zhns
zg<>Q^w#`VcnRk2t_|jthxSZ8WyqDD1$}Z2(<eqT9$@pCY(SR4CH2DOk>2>W^<u{66
zBTJn4GwaZMhjQj4ske&>g(9|y2Hc(9u^nt@V*i(2dV$dJvZrKPG=^EYH7<%1QV8%>
zFSW&065RZLnat=Ec94`1opWnM&~?CYs^%JEsd^^d8akbB6<Qzq{iliUBDh&FcBTC#
zuaxKp;gnTX<c-vK;LNvXq1=QJ_H^s$LPpdejdHa%<#G7ytXe8Mv&D$<=X_2daAGk%
z!FAyb?9F)L$Teg7TX58%&8k=$b?Zf4$XZSlj@#fL(-4ViVU5M1W{d*CLZWe?Md9d!
ztE^9GK|c&mJ`iJFOTVFM9z2#SZ0vQT+TL2ovkYvo0z};!hg|Fm9bse?)VWnZ?$g|<
z1;eZNFN-!%5YAa&b@x?`+Ox9P$EtW94ODQbu(zhDMOfP(ozONE&8$NB+AH#@Lrwrx
z)XjX;@LOO%NI?NJ6GU%pY-*woGB<0>LWJzospf?fOC5Dp3qpagDb$RLESw333>r05
zR#t}8*3z~rLlRqBP$v|in|6{4+oe4diN9ZaP||3g+iWq$?j7nW5IC7&<3S*hU(I?(
zRIn4uIsH^ocyJUL4A|~#egzsQY9!c8&h4ca0hinSS^RdP<OKY;5zT6<umvalb*WH6
zSaE;YMaFuWtxN;l8@hypw~wg?TQyCDbu=+*+`v0gX@EsKp(tqN=qObT?YZ+t-g^5T
zBEN}ojAs=_J3Rzrz2vP6w~{2{5-v&uekY)%E>)kNH4PA|MI21}DN39)u+$-M`8X-P
z#jKb#U3@iFTm9l|EPzxDnNZig_+m|^KSmMZPNBAGa?01@2Cf?k*Ta<G7d;QZY+83p
zIlSzRLqbf&oN8fBTjxf)UI8Y^eb=0${*{0e`p`qBs_Xh2l(E05k-_t0OqtQIt1?jI
z%l9l!^cFyL1?z`3ukPn#Vps`tI`rCxx%W)?TF?A=lQ1IM#&ITBCdTCfd>D$enCpc_
z<B4ki&6Z=@w2e$GWNkPVs^d~jQ=sI|TZ~1tiwT8oJRJ{yYFp7fv&ho_9(6PrzWp<H
zk@|BJ8@#0`wzT#;-<8~3$RW0;RUrp&(%6G4)~k}rBQf(gaHjm6iNi(qJ8bLIwZ06j
za5=AH@O2<KjF22t<^E}W@Q|8aIag;yC=(MB=pngiP=<wGyd)~FMdPg;LU?^))B(eZ
z$Ce{J8)@$mz_1xMZJWIGl*V8ESW7B<`!M_PDwoTpo~N)kgixKP-*beCF`PGxt8-ue
zK4uiP?$(Q*&~HTrCX5H&y=c>m9@MW&{E6Nyi2nMN%j&Og!yZE}JxBG9#ye?wO;B<1
z<Bupq>uc-l>tJXL&HCF~{P;dxBdF2|Rp~zyIM>RYt%OAp;hu3T7eW(#@f)>;(lwRQ
zP~U~gIy9UO#Ko4z3=;hm1r9~=?|bmtML(QaV@q2trGia?v)~%_LQIfFWz0CTOEFTp
z&|prriNTE7j_6YYYlkw%KbO%oWJGGZ(Vi$uKux2On>|H?;nmE2N?s-9R-=pIqpv+9
zphoJpu@hPb#jz*!&#=rUEfcCz!kkZ@shuZuUvdo^A;0e?ZYb$lt&6H7E@Jf;yLVL$
zC*q4A*{PFuUEu)-U+TkP#8*6|P5qO92;1*SlcvWIS}VA6z_KoRVJ<u)QH`xwzEtFb
z@+*8rRP5yD{XD2}p&d<=!kE5s7B5~E9YB&miHIe5TZ_YBt}8Fal}d~LE@e#(;eYy8
zp4azV{2?oPbDokqMB7>~a*w_|j&5O;1W(k5{ZRcB-6IIefwICmW#gZ@S%EfRIwjxx
zkR%Z>-ZQW=e<w}d0oYo0sz1@g%v`nKSTOi{yPP$fC)q+*6GPWLJ^)y<m_3ZJ4K_WF
zY@LaOClW-hSq}j6zw<YLKW4SWGb8}eg-J<R3uo3xsebbfk5^gAs7SPp{XJO+<8@}T
zaE#f0rFj#qkUf5AVz|ZD8N8-l#AQ%v#*Ql&2%ass{)*oz)(1TgIC}A?WP<C*X;Sce
zj_z^9YoLMaAP^*Q&Xb3Mf1doRTlAUrZ!Vw2^ZH^vHL<%B$k&=XcmMfAJ(b8Xg+!vM
z0r5-*#Xdjqp}6x*7x)HfGu&gL5!K4U1iYyHOp3hWoq@P5{)*F{dkVs4mmARLe3n#J
z5<Pj(tqkwKat1{CypTr(pl`S+-|cy|`Jqk(EMM0zg~>#DM|ew$UbIT?#z{k)S3Je4
zI^It`-*8QhF_n!v{-g9tBLCkxe>5rzn8;;I*3x(csFt=Ad+$zQ4vyvk44URJN6wJn
zjVQUHD)S<TX3DJVz28BX1cb!t7r}V8+MN!OQ(kwg9;1{RfnRF|!qp7YqQ4roQr=qD
zdI5${q|IMHTpr=wz6iuNs+9t;onVhmmyW>59=g80n_BI{N`t<Mv!907{vvtk{@7ct
zertFOxf<QU=bFOeU`09`l&6^T7_!0v%}U)K?bzN**u_0z>VB;L2^Y8V1z8hcKf_j3
z3M?3=;k7KTqFFwST^D;popVLz;?n*p3=(L*2)AqD;))U%w}yIOct!mAU3>F(F@ql5
zDHItLJ6P@XjuqX)=z>ZnB=C19wa%2(N?pIb^;AwQez?Hs?&Uq0^f}d2p({U6YWnq?
z7ps6<7@9E+Gx)lju{`O}yc!+<W4<2JR2snirf7ppVP!i|Df7eD%NPlOSBD|JCONmJ
z8nP<7oy$&b=eu25^Bt~^gnwD_nFdxZ&<QCltOxKaTE)x`-}9WP7$bbiZE<USIDfmV
zd~(G95gAzbSPI(nru3I3GHb&uomE0iBt;?s{=c$K3JLErF(<av1j53nN(o5l*P!ty
zD!BDcTqECkytifM>Ujz-B2NugC(x)LAJUGeaa)DkwB@8Od5;Y}arDTn2@Xb2ZSlFM
z{)cO>+@I401+9f7a0j*H=;L)tt3N{Lv^^b0>Px_^)k&ckt(KA2x{OjEI^+&F3>jI?
z(Y0kPU_g|=y?ipiGef=Dzr}QMk>6~D{G1BK^v;=#3Y0&|#n3O6bndl>*r~dc?(^mF
z@`6^bNQ7qEI~QCxq$OZL1K8BPE<@-+Vc*zY5p)~hDycFE6gw9!H<ZCvaz9yS7>FQ^
zNp_Fs*=HeH*;UaWZ*RuE)fp&NAU_=p^9)U*vTk3`AZXV<;<#4R4uOxN_LPXbNN#RS
zj+RJ_ot7I?Nr_R)uzHjIWWJkY_&NCeP^xO!=8gce`?h(kI{os!Rp28eH|J7oV%O<I
zXMxqM$JXY)ZnV)7j#3NvhbFF-N(FAEx7B*I=sWRi=ee-S*W8fHqW6A*$D+Ph)Lk-l
zys#6RKF`$OWnThOMk_;GR{q)Rup}H-s~WG;=W$<IapR})p)mfEaw{Xfs3Cr${_!_V
zV9gf$m~L~>oEeMPo!q3Y%-0(TFv8Yg;c?^Db(UY4pQCmk^S83NcZFW}xI+vkKqV13
zes2TgcoVIA#kPN2)3%c4%GL)fjn}?O!l$~KgqY^#p5m&eC|cRunxV76ChB8rU_g;S
z-WdW}qfjT{^u8Et<CrV(ME(hc!sdHrqCU3Os+Ct_MI<&Z3Fvm)VWjSu1P&wV*7oEa
zf>w3Xx^)5iYtkare5%jCv?>r>OVKfDroW^5BUnrZ!-fB&!o;eX^Ka%cF(Q)9nQNK<
zR}cgJfZ8dSOMD9<zg7*hPN^Ie5SPTf;-<kTGB826zYPS`oJ{i!rYK7Y$P9^u1a>TH
zr|8ctNa9#BuLIZOx2M&X%-3gmF^TWXoNl?)&xO-W<I7rQSVB6BR@=W)15vy&$Bbh_
zCE>9F;KaK#RVMCHs~8zuFN$+cWq|>!^%9~Xr0xOZau?B0@6MT7iy#@&@C?0NsTJ<+
zi5XTeL!HpjZ2ox|DTCbON0`Hjd*+C7r!Nk&Qu--s<ZKX3Dx;O&s*ZWoU9r*Bc;?{s
zH4WwymH9;_BT-h=%+`ahe^rg^U%x9VF+8TRL9{Y6*TmhSvIRNz`R;DBiX`m^moM&1
zl$A>)Gr5yLg^IR~QPcysna|2-u#M0qTml(7=VcvApbWP(_6>@xEz$TJtIFHRx!xqN
z^-@=c6A(KTTo-OdX?z<kT-!zEW#5RQe!yX3deIr9DK@}mCTcD?aye6Z{2nERrnKJA
zu#?Z;Dxt?LR7Zg)!spdOJlO3*8_&k^H}T|^+RC%*c{w%KuvHtFd0BBtP2q#KvQY`G
z@onS{J9j<adRxXe$e(O0ITo=pqnp9&>>7Fq29r5WxPk3SYDRtVoy6}y%WUhnA8$W!
z*k1S%heFo|tdp$Grf#+LpN$4?_s~NcXH^_(H@m+9I?`xHq4n!xNmg|NJL}~M>xb)h
zuFdiG&b`F5mWlMT)@?6}yhP(d0TsRIWz>)e3H4iB3TBxFZE3$gJKVh)id&jf=Cg^L
z%Hx68T4H7$IAwO`%b&R<#=KYS_-<>9)g)(h?wXo)QFV0t|48H9D;99MBlj^u36W0P
z`PKNWpgO<MN+iAU7~NlZFPF)m`kpMXK%*r|9g4U%Ke*5YV!XK9_|xL8x@~0S`m62e
zMPX_nq?Y+pRg$&!h{9NVzt8dM*|ixeYm3UXU_jQk8b|8J8UvZVZ}T@uG=vGZ@@-WD
zA3nA+IW|!M1H)H7HF>&Jla=9f%MFQ_wBgkuPK+FLpKrwQ9rlL~(Yd+cgc-6Z#IZc=
zhLnKp_M*iBv)dT!R^~vLjA!&TT)UB*9XB`<GPw3Vq>0Q@(xYxRS&;=8!d$2`?U#vS
zEjk!wVP4tNG9En|GmcTR5X8WL)0zT7+Y7KjbijbM?`BQZYp3;*k2^ko_(W>(I)8@;
zxg~Bc)miFA;ZJWT{Cu3ckNIo&?%l@sdI-@R7T>tX30TV@!>uF7J#SD^-9gNOINV4$
z&l5`{S48ty?4scjGr@q-7uP)<QM$u;B+^a!c4kJ`J<r-!E0qFi0uC@`s@&o3n1-F2
zN8*rHDYOcy)J<Sk+T50`_g|7%8#cUr>pSoC%^eTa^0aWc@}gb%*Af&x?Oh_xa~o*w
z&jEg@dz878Olgsan)kSO>^C|AJ!GJ783)EaWxejZFu##@mfkc~lP&fsWWH8+WTj=c
z@_t6cdT(q%b){#*!Zu9yD7AEbkm_XJvNoDgMl(g(74i(k|47-8yv@#hTio?EHW+Bx
zR7>WNZ_O9g1-X!FI{;10KF|(Qq2XH&lCa<32r-_GpL=8kMP}bWY#(+U#{pw$SGL3H
zUi==G(y%|Ri94~mNy@GCXzu^8wPIE4Wj-cvzEol}5k((w+A+ANCq{F_8A0QhCnnwj
zVW~2WL1i<60hA#1xT2=@(YSlgBR6;a@w<liox{HcsRkv4670MTzfG)8bLbLdA7nDW
z<;v88y%Q~nE+M<!B|hNb?>uuTVhd~WAXE;hrd!-)`<?yxNo`rJ4+hwCp#qZFx~sc<
z5SUUO^nv0`(S({YzP<H+nmoXVUwYF}eeC=W$IRS$Q1)%xqiWKXY4@C1ivcF6D7zf<
zM2ZzWj;@Pm#dpR?7GXaIuj!b0M4>71LugmPk0F!0Yc*Cok@$5oD;T=rEaWLQS;exx
z#Rw+tLdUmC`+-{=ZM2gKs)q6?$dOS9<-*-tXwMR>fWNZ+&r(XQ_-%+W2T;xFJlKw)
zu0)~-jc*5jiJ)ZIB(A|18>mmYN)LxJ;j^ltX2h@3ya<KnT-?;d&bYX!YaJJkAM0`{
z*Z0RmPExN)5x@V#W%KWJtXA)-0RmSN^DC(1<H5ZIPS`=t@7SgA1ay_hti*+A420a?
z;;^Msyf?hSK4JId20i5-u<mP&Aw36=ZZjx+Wa_z}Ckt40sqiVRpWZM#8BN|(DJMs-
zZS_ZV1>21!Ece%^!C1{rp%Z@N?MV}jy)R^HcT9=)hk5)BdjHeC02|~+M}tG~2-blR
z%Kn}vm%d$U=jwnJo&)2444SZFQt=m-;;HpfwN<E?b}~4)BP-Hr<iog(;l(WE#9Ry<
zcDEO8)?=8n<g&FIlm{b-hQ|4#a>%672x0p-w6F^~wE2BKCU|rCF+o5rvtIsD?@xoV
zo`f?UigH6<7sYxX+;fKFq?=ziHmkgm!HXH&+8hD*7LDh~rM`WeZ&vo_XqmpqdE}_|
zE$pEshjc77aRJQQ7##9ns-s<sEL*DtH!_R4N*f!WukZwYHPkfu@}Z>GzbOl}qSf@C
ziF!)7m(~2O9@IBoU+RF3<T&rgjZh2biZE}Yv27}&)$EWnRj<m+3*Ou+7p%LOxXfB=
z*~-3w$qoClWM>zU_vv9@yBu_^Y3*73+`7q<1+$;)zFs|Q!5V|P(HcRo&1VJPq{U5-
z-Mk4H6&M`qLTP%)&kBXzUx*J~9W~?847so9Rl;9C+qm1o+yzBe(*v3j7L&*`4kW&a
zj(-p<K_sG)lzpYaoPWo|CtDEB^>a>|qk|-d;wNM=stH<2alZA5GzZ7ceb83UrkKfA
zHhVAmAV|!KmCfW}kDj9JzCcvdXgse87QUQEiyI-^wtQgWt>&~@zw^cb^D#|CH@&{~
zM#g$eQ#AZNYEba=B$l0?cxazZb)OOdHG~Ra4oU(|p;KA959`vs_^U)uaK9Do_va3A
z+mR`$0CH)9`)$i1#}Q2*>O%$Hk6Yh2>Cz_Qd$L({{<XA;@K)9d|9lL?{b$U`mC|I3
zFukV`!=4#{(`+`tT+itlIfeC1JT#r7ZntkiTuY2IdEKjU=>)tc1?hFcE<E-C>_q&b
zA0}<$is0{oZ;;`W`dwbVE;$`>3dL;E0X1R^d%(^*lB+Fd^^kgvyY4htoq$pdHT(5+
z$3e!<&DgK61$<<6E-*8;wrolj5;=*4gl&>BR(Qanh#JlS$=^}g?Xb?DctCk&G6wrW
z!R6i^q!}@OwZ*i;83zQ$OY<?XRrvxFr9@h~a!Va;w6PGz;K3W1`3xGbc7A9gW@TpE
zk6voMQD|amDcy~{)x`LSkl-)k+p2I=ih>$x@KXGmjRel;YEu`vuriN52)7Q{?27sE
zVH?ENl^hK%3S?Q&FDWXUh4ApV3_n5EBXK}sUCcvD?`UJu#LOpFYw)Z&%841fI%J#s
zaItbbia%2~giajENV4LV3PLv~U(w<51fEU{1_B8_mem{Aws2Q{pA$KI`$wN7?T4#L
zVBRV*FJnvi7@Pb0&L6o4fjAYwg`1bQCu^n*ELAhCzVZXKZ|>F6u9eIPDL5mIlBeqA
zT=5Rn|17`lZMX|_?|ajy&uXQvcONX|;`80ovm2uq)jEkM)90?BYG;`5(Ypu6JoZFf
zEzIoZM1||RcgSsCyVq{js|S1@JFy#arxm}UlR~+4H8t$P<_e`bWK2<}xHinm7>KQ3
zIf`lN?t55$Vs7HxvTOKFd;Z{eOVwx1e_E<nPTx9TtqZ=AsuJd*C<fo{lP5!c12~}%
zig*zmZb1*#;<!&AlJJ#l4%KjTiyJ@v<-tlP3TW_@emv=OCqdkBRx4$`V*2m@W&wIo
z_E$RIk!C3N-k!t+y<*_VXI8?IwR|r{cLZP}G?j3Rxvs#u|Ew{0q0!f=z<V6y-6FfN
zrBSME?UmD{f6VpSW?$sjiBrwF%|rUawI=V56zNMdbgRjUU8}3@n#uS+;Fyh(q@_|M
z(fT_$uzl>$t=^kwb@DPue~W061)nLHpW&*F^(Mt7r8wL<0rCq3<Fe+$+M6$BrfEIJ
zwcQWL3wnO6yzCZnwRV%W7i(X%a~0=Q%UKFj-V>b7Fq|o;d$z3sIYwO9$jNM<d{a*;
zUD2Vr3ot@L5#d=NS;2n*sZk{5rQ1QETa3M55(|l(tvssvVgr~g*dtLAy1`5ezZ_fD
z=pQzyAHNai1t_Ffj$#UpDBNrwVeZ7<9e45ej}P~q^K-w^RBQZ$CJv%qGyoFBt~KvN
z(r@jfeYG6efkE$Ag4IKlrfzlWm^F@VS9!L?w@3D^bcW9izu3??wK3`!)EeN}SNCo4
zg?~CkR^c<CV>Q!w3iOviH>075q0l?WSg8V6cPHCiOaH6R*vHD**n37U#laDJd}WZo
zp_Rc1jUF4|{RPxyook1RJD-WT(%CJ-()TJDm{Xz`ilN1)vNb8GE~@RShF9w=0Dsi_
zL1XzZD9ne?&4`e?;WWf!Ghh*FBPi&3nlrNN(>~u<8j?x`1=nhEPx2m$NQ8^?J_+Ar
zq+8iCfXFl(gSPXO{id<ox=KZ+1#@6zT=RYflL@b(IJsR+9xz_`HfkTELp(bNvIJKU
zwIqeL#0F6WISr-ZUHpmLN)kG!od6o}QbXYEx*_<`?6-0~B4+74JYwAc5$wW5i-@yz
zZ=D)F?z{fE|34;hMgO~{NQZ(zmz0s}dh-R(w^<_GUG(!xHr7`wFd$PhNRpA9UEt^a
zSA7Cs+S%yd3kHF7F5l}EHVoJk2=;!Eqxj7m_V}D!Vfj@Nhu8vJog{yEI;q<7kfML+
zl$V0?;EBbK2TqbRBRSVEfE!XweA@ZWYiD#^Yx0W<hBK6*dqC+66=~W>kX3x>O-e`c
zv%<gf!IMoVIOquHeXZsd+gHfPgdM|JVxD#+{J$e1TPkAUb(C}rD~wgl-mpM-Pp<&X
zPtEQRPdmbWuKm5&?SV9XGWIXX9ofJ%t?Z%mF@BFC75ng&i@1P2v4&F(#}nq%ODn4O
z&d!Yt)YDGX63BjMGhK7k3J>=bx3@T<U%&b#e7WP6R=MGI($0mW3<3)23643v8T;H+
zHbN&(eoOoXj6gX)SY%!HONM@pgC#)XKxg1ED>ae{-t>IF+Hp)*N@c|H|4#7S@8cc2
zmYt<3#r3%EW0B<M?Nglb)WEJ!yDz`+XS-}xr~H#V$JN-E(zna9?vcvNF<^!n8#7vP
zJ<i?xxeU3lH%w>jLF$|>PoI=@-r^jUTRoGpVe6#1|6G$9LU!<jOBnWG(@5Fb_49fL
zg~;ZbM^T`wu1MIg26k0+@95D1S0o}flz@B%pUHfwx9bQ<i=+{j`6*(i`)%gD>RrQA
zEJHPIW%<S6KX%DCNOH6gf_IngSCqS<Ub<`o*j;kP`%uAW4swMabqt_zJx<~u3r*wW
zyrYihD3kn}mr~ub+H~f(Vc#$IXEc9BU6Ts%{2RYS)=Dl`8SX|HCnC_3IgJ_<$pmH2
zq$%KdQyK!WXfcaSF(O27Lm0g-jdF2DWK|QY3MHZ=7=$ojrPq7Ho>p*`aB;V<p(5GI
zmzu1B4fP?J)+#{8u(QU@_&L7rf{%^8$R9k@PFXiKzIsJ*x%yJIV-3=7pPWux%kA~S
zY(Ymt7U<%{83nT5<ja#3Lbh^;N*YT3bAciv{O}p;L;fdyv<{Q(C$luqW~|@hUYl%1
z3x_zd=_Idzc*Tj<wP`36p8oEtX&XT<-z&V$MVqaE#%FET>6|(~x2tH=NU6&OPPkcA
zys@Db0>-|qJk+ZpX%uoDygar`_c2%d>xf?K)pMl77eg=n-$IGb=Hw9{U`cCZ_b&Om
zzkK=~*Ntq@`|6+fW?UtD9hbRXC<1yCAkR1;jYTk|RuXolT{_Qt;?}Z<njCq2>`pS8
z*0cJM{8ao36LTDM0TUYtF+vVM!N{Ug*psytqnyF8jvs){2E_1pVo>x_K>#)&xiN{}
zq{y+DiZ#<Y4Oz-L3A*ksQ&_S@Yz}_vUyF54Q+YXn_TkF?cU1p@?y|^6;X46RH_31)
zfD`4@b82>uvJh7$3Y;}M3A+4x#r*CAOK(}!>m1s<Xp=VMumfXCX$}#A#oOu5mfUjR
zFSb)Ree!#M!v*eN{*M1k@-r;W8=@Xk;$1Cma3VTWInWu1fK(FWSQoLVul}>j)67}9
z0!7V7*{=SD_kpP#z!d5=+^ZwlDc%rZuvtcdr_Wt%il41JxWM}$@&{Ypjx+h04q4uw
zZ>`Di4YF?gNvFr9c#E<dr@LQNd0!b2pQ!H*m@}wp{Hrb>4vK~YGn}JlCMr%KK^q0*
z(6q-WQ3X|hWmyXS-0QQqPHr*KMfA8M;RDaE{}SS>!6^lP=w<O%z-BJe6`iox$4Qn)
z-jIFeTBPRmGeOty;my)u%Ub?wNBkMDh(+o9PX2lZk%d!DIw5iBz14;jE$`GHJ=uv9
zSK5f(;&03hE`@U-!3lBdD3teVw`ba2TN%xxOV1ZP7Uf@RS0c;mq1rszVK=0Aik=-B
z8pc$tli$)3&97jXz4BT%f4(HY+!8Io%-L_f;CgXZU6PFC=f9~S2%8pWwNDAcr)hJi
zsx*PlnOVOO=!*s#r<D$eTr1U$D@xL^CciO*qmS#`m6jo+mAcZd(<2;FS8wAlxc*6+
zy?OehKDGZQ7vjClR13$E^_Fw?2US98bCGOxeZDxtVFLbq_@@lm7%(>I@MBPcCF~C0
z6*5A=$quo?bXbc@D%|iFdSnfk&%Viro%hMI$WGA32M~`g$Y#W%{~c9&L;g`O0WtS&
z+&a?D)Lb(<!P<m(+@$9%ptx)+vySfHd|$ley$|C_06f1iF7RF;hfygJxV?`f{XfHb
zS@)f>a*FJeMr>}Dc5N@Lnu6(t$?s@UVBTg5K0$$_UR8FzXSpUDRAK);YZ540pQl3_
z>hMTuHk?}{ZRx+TVLB}=dsTZ5>;Y;H3l4e$tJd2r-p*iRo1I0A<gwP7O4cetR8S4!
z+{=yRN$iGc@hs)_(K32=`8q*xa(sVSk6D>UIxo{XN-ps7)kCwqs;#5eJdKk7-Q12(
z>ZgqIj&s`G&xJNP%|R?hdq)kc`SpSnlXH5EWZW-zD83e@g_P?7&Q6aso0bi2dmjof
z)iFr?vVwB^bhu4cjA{M|whOmAk@P8Wm$OLynR5%`M!H{Im1I;}J@t2|V?KXAH^*ud
zr}joJ6Fv8bZ_3@uuU06hz#KQ_0!6v1oYfhgQc+$XBZsS2mtV9Ow5#sp|1ECDX*f5B
zo9v$*N|edIMYw70q%9{=GVthg1pegn%CGvo+fq&&s?H4RvPqGRd?mm6g(N3&dbVCe
z4YOLYFva-rP#$4SI<WlnldpTv4^I8ruP0_P2DQ)TK$EVfB&0wg@qKm_v7^5CWnTqF
ze0REQSfPz3tUD&^Y9;>mO*4|5je13s;p`+bh7B$m@tD(7g<&9kvEdj0C9n!{kCPWN
z8$rN&nyKQd%G~nyBc$z;wf*Xy5Z+tj(kv-X_|gr0Zd&m(w&R#g2R9C(9V9ur+NXp0
z5br(Pu~Yaa(#<Fua|+h@#8t)H;h_c@ir;gNREH+>N`ku4k^@#bL(i+lBqF^J`H(v4
zMfN4^npAMf==|irJ~bcXkpW$dqgtoQ#efM@%NuJtA$ELQI{&&C{{9!UoTfii|1RJX
zl;~hu)%I=TNi3PNAur7d@vKq)#+cRQX+<{1hMudsQeByS@7@8V&g?0)cD6H85gxXt
z<hxbhZEcX~2`?htX7|Qwmu6d?UUn}z5NqeNSh2k(IPk-6vL%&!gjB9CG_vL5(9}1z
z84d=)ou90uXc5;vP1?IvG6K7KQXpo|de~;QcPH2&cV_Wrn!ma*ioWLhUn$vFlHx1^
z3fE<)aO6(3z4W<aYR8wJiCWv>VbBrXt(f6Jyw{US`>E;(p)8eaRVYUPtte|jW?SA@
z_4i%uyIx(fe<_x0=oAsFqv<&2kVetSkR};I#-GyvNyc4lC%%2(e5(6sLBm{T36TCO
zr6oQ#zs`oULy_Dvi{BlOLr*)x=_cT-48p?cr^Nfd$M4_))9Uu;|3Hg&`aO=w6zdxB
z`@nlApuO>o>6yQ4G}>;zsWG(urF8E3GgWn7#gs&LMiVcBZ&5{g`fBAq>uM<i9zIz0
zWZ|vKI{R*6tl=Bmi)Tr6e4hhRRDV{C?0xHzh1_JyM_JxSzRvy``1e(pOX{<-fxBjI
zb-iix@6bFu<7%Cif3IDxDmR(=?O{|1P-t_SQ#G7z>~DEQ&hAln<nX<u+>u_B?F99f
z|DP#YFWe9PT`h!IkutIm5o*nJ06xL~Xa60cK5E%JW-+KQ;kjE)7=pbb>l2&J^GP=i
zeCvwiBtqWlNBXwc(jg6CcVJ}P;8pPs6Z^x<mLiV3VMNV;@to7%prqi`o$SnvyJKLU
z%>vh?Bwn?P3<NAVWfrk7wa-_Nl4x}~LZsTowf!u7-{}ddn;wEo5>^954OCtZMH68C
zdErN6&Uic{m_apO$od~lY_967S{z;IsnGhgfBK{xShlc(kZ)7{S4Wtf?5m@ZVp`g^
z_x7bk-4n(RX%nBSno4$*E2S}<?X3cY7Yg$@6a?MeyFd!uB2^wWkoLMhcuXa2J-nu!
z_wLuy{wi_4dp_uq#oKdH-;2v;M<Pg&wVXRyIV*HyRFf)sX=iXDgNXDhzTrG(HfX|*
zd|do~RsdOIZdA(7IUk(-aY<5N9?zA2;ZdOH|NkjusuX0Gg#mWpcpyprKvIg($?|z%
za%Duy`%^u$Irty|Xz{4oyQ%L&nN8s6R)LSVwk(c}bt!-%DG^g_|7no3yW0z#uU3Z!
z!VLi^KJ9{7Ie4RUNm0S#8B{vf45mGHtgT6<J>Xw($!b4-7!7bQe3kr!{I=BX$^F{r
zoALA}{YWRYZ7!uhq3X^*Y)<T-y+6DnxQfr_Vv=x?d~L_$=l`rU^@9id{@#x8sZa|g
z|8D0vgE=IBj1a4RswPBSm_q2BqQJnil&5}Ep7r%-;1F$?Wd?K7QX>09Y`OW{k%#%#
zk+<^JOqR3T0YME{o%Ttj?Y-FYvis|H<JqvV#Uo_>*+Qhgz5luP?wch$7C*n>t3P{#
zkdj1B@0nh2*LWQXd6yuIR9M5O#$>*vy-rdNe>U>Bz17Z)6Y_;b`R8*sgT0F%Qgv$o
z7dKBZyT4nQ+Y-Dc#l?Od2OZ+<2j!+*nBs?De(lzCg!ghi(H)ML79r%s=G>o|qdXWO
z)w!HR95@r28fv_6w^Zbvkb4Q40L|erFK>w+?7>faZhl*HXiym3BYZ2^16x!4?ekSr
z9@V%}L0r9JmE3C(xOY92-5Qiru6C6;#c2jc63>OZI}rOhH3Vk3LU{WxNJV*J-#41|
z712Ls`-}QXz+=$E^r_?BAtc%zNOUhgBJ9CSVuM`byI5r`#5bXnt6wWdIKt%Jm%0ko
zFXc3vcpfU<xqDeQ#3BSDWbnGY%B;gC)?gEqvX#li236w6pKh9eK6}1Mlr*#c^GAQ%
z#4e>sbb%DLm(JeF`_A8;kepCFQi*$J8}?Ef-a1k5RUO}!pEulHbZztR@swRVBW~*V
zU4!o0-CduwFpyG|!^8x=O=H}Fa`48NLnKFEvSlmRJGb-;ljMquQjHURw*o-6T7<{w
zqHj*D`XTqXTbcc?yE_K$s#JZFNvN+b<nX|T=$Yc~fz)cxdhqTE>-&efjNj`{t#2)#
zycF!I&ppPt7$mJSo5z;LleNn39s=wrDGDasYl^3aaq`)F1ZU;#*EWOVF*{WddeFU<
z{Qu+LvbD-01}DYfl5xQ~5F9@LHQcZF{i+yL_aFU=HS^>C7Y4~YgZYk#-Twa|L4R2l
zP}7L|$J*LXBuucxBQ;1Lrh=!kb!?rv`)bprY{E1_gmZGUBqn0>-A~Md4(JsG=9kmK
zOMJrBSbC7Q^|PnFrm%TWVW>jngg7_U2{rRL#w{UzV~B721pRkzqQyCDSL}pQl@v6l
z{gq8_OQVzU^7a3!&-$?2Nvgny{P@X~L&}iK)JmqGWyXxn2|Q|<)A=cpreYpzWeYKp
z)vl_?E!YQ*<2|AA&7sK8v;Ko|pmUZaeHt06Wnk%8qupi&XiZO(5yh0!ZsaS^iJBJA
z<(&BqTG?q4n7^}5=IT1ov*eOuZT^Y%;BDl9l%BY}oyNRd@VRQGULd1Mx_OAUR;AMG
z>7xlx`;T0-eR$;f>?VFmIWlrqip}*pJ-ds&WOl!(LmlRh65Etn(ef2!KgpM%J`&f-
z$Rw@m*ADp)YS`1W*xl`Eg^WA6h?W4c$qo0AyzZy4cd>8lve!^q<zAUy&k*eH4`;td
zvI{Tc-e~R~+*2-YV3)H1T?Bjk4qOGMq;ck?J@L?2BM&t9&6zEf$K;IscKV%AdHX-C
zv8u%qvMikT>3j2Po}~Cr;uNIX6O>)8@fN3FuapP7=K(UlP4-QiDpMjXWo)jw7D+?z
zWQ`HaXSK0%1+OX;sqZo}k@RSMa8K-I?{sNSf2@CbeQ)(HI_RmT^+Z=}60Z<1F^E~z
zzFoaNW)lL(OH_SPu@Und*cVtzwD^m)dy>zN3?FEs1sl(Ph|j(Ce-==XlE~-3YUhis
zAK^BM49Y0Y{ZQ61mf$04Y9q0h1)vdX-2Y+uOdGL=ie0R0_kgQ1%nUBCnLC`Uz2zaJ
z)8LvHgfAtQoIcL$0d&_-LyT^<#w7TM5UV~R1=kOKP>S$+Lqo}4cm~_$UecW@8nCN|
zyvMpB!1v9E8KrX>h)GL!l&|8upKSN5maJ#}2;kN@#K#<2=K7x~y{|4(!wDw#48&yn
zSjuYLdBVhX|NAmQEC+b?dYHm~x6QaA?Ti@&!DbWSU3C)UQA|pAZN50s-9^0NTJDn<
zD{iEwQtVUTn|+ilAYIzrom&&*&leRp5+<<B^rAcaC=|ao!5#&R>0FVaikTXu!O8va
zmxdDtiW;2(+)L<WknWTLEpfFEf`Mwn^Y8q(odq#@-a4$iFl4<5HanZFQJQ>HZU|(f
zsiq+^iw$_|;rYBsn>SpWoqDck#|RHcr_!wkHrj(7^8X%*189L<W9g<@*@-CildWeC
zCUi(+dtA1qc_gU&6ciX))s47)UD4*Kf7PT%daM4<SySV?r@<rDpFgYY#mM3XQxV=R
z+1C&)hq5_VEVI!d?B^8#EV};|B>J_0_#f^W4(|Fctr>SB5T^EM_~=RM)mKAz$0Rt3
z+o`n3!it_iwoiI9Btr#&y|AYKx~M-VQ@sgLn3)_lISO#TaGLDT8Os{#cb<t%Ir*Bn
z(H`((&E`cE-su7Q3ezor{=rVkYfbA5?3@xbgehmc@dk^4&ig!1;&+5wNj2;G+6^m<
zO=upcou#a^-NLfM6Ft2mV{DS-Lz}yZi>30t=#WYO#9Ls{ADeeM_r2n#3{1_;Kv5+_
zx+!M4&ZBbcJLA;W_56(?@XPgZYy4(o;gf?R#T&2Yi@WWOAKJW_Cq&=$OPy=fQ*C=k
zH&zdfO>n|<|B(}wmd~o*H0~LblT$pxi6>!5AfA4h*8m?>dwb62)Vkg;rSI1_PrvoQ
z^%d~IsnX5JQKIlUS&_CQu}UE_zh3$cM9+3h_z2S1o7ekHF_*h<nT+2*{L@;zZK?6D
z;s3XHeZF8^s=r@#+f69ml|8Q)iQs<l_B>{z@@`F8CC=Q!A~==^tcv{Ll;Fs=3=-I=
zlm1QS+rJDhmU}KmwF3+$_*FQ&rGt-xC#2t$m^!7)^+e$NzcPI_;gBH>EzwNBu@}Ss
zrQHbE$b_^xJSSxngLsM)Q`q>3P5Nr|czaF%g0<*Ux&ru6tnb9O@OAHEiYDx?d}Gsw
z`?DhGA{0?G_-V!2x~Yo@i+-JxqsrI+uRtSlLI$q(0&vM|vFo)ObvZLqp*}D3^Q_6i
z=eo5ihF^!3d^I~61<4y;o_$9c-nOsqd1|abg?>AivW;97=gsD)@C*YxoT39L4jqGZ
zqXfqXNc`|hs+mt!uj+Jh%#oZp`IN4R!r`ai-7eRpGeCacy0M0ib|CElTcdzog-{mE
zA|WeWM`B@Zqk@f7D|q-J$0KeAq}vnsovk)}s(8Ck629@dRRPZD1ugrN0YSzr$eW0^
zwIN)P@3N_1*QY<;%9E_iyc6J{du@q=CF!rfPo;egSI=l$Ps~ug?<nqc@ylZ5W!zL{
z&^PBXuj(G+=#+lj&Zv4FiO>vER7uz~)l#&g@%R;D!oHfbXk>qG(Qc}7z~x>y{`bFW
z*1IF|otjwwTK5}eo6o=Q`@c~R++~fIGnQCAwtUcI$)R2Dzz&XePkuaRXMokjG)9z9
zAG0&<^CUg7QF_f)gg5WC#)bU4xgFp1ZTlW%$ZL+i9DzgMfh9<q{%=m&f1$q}!*z9z
z=qu6s6*pA5kpdnzV&=NMP(a}C@FQfBO5E`1?@3)*#-m{gdDc6W_t8&P*(EEkV@Pq9
z6M@*oc3$iCUsuF>=$KU<dL?%)<kD3yZ|am6VCJq81u5<gmmJFE`i2$OSGnjyjwd(T
zDKx(pD|{Zhn@A4$N>l53tE;TRBnwx`#1~iQ^Ib5+MI@@q0DH{%2nW`@W9Imr-UoLm
z84GJ$E5$s32{dagZv0pG??HFbb2mEs^=)ZBFlc;yQ0(GAaF8XUjMq4QznAd02>Q@t
z<Lf}u`4JQ8p*An+Ci^j)4lKYM^$>qd&%8;G(-fN!8+9ksddV5v@-k7WoAu#Crb}o?
zvnQowG}(+EDDyVQUOwk#>99@5%QYvoqeAl?T};4pay{-^SQO^9EpX&THm^uH@{;*5
z^T)w@VIzaMXx=nI)cCZ*t4C!XS6E2CRNnOAKMxK{Y!17km}bn@ZGf(iFCn56(x&Hk
z{`UDR>%u<3eb1Qv@Lrc2(gtkFUZhw);QfbBnTIoQ)Au_<25Dczx5l_P5iW;=PUV`q
zGhPHb)`mjZ`~CW-Bi{JGjKpgJi)9^CE_K*cc+m}fz<NcQ_qgctH_EDoYVWsR60UPK
zH{>Ca9Z^Fbp^#`nRPE^k<iz6zIdW{W!v7_sZsPonKRr(o{ezu3t?<|3St59mjk@RB
zLReZjP=oX==iR8jOLg|)hb{>Rd~9W?=Nq0Y^nJV@Jx!;vou9`V-8PDM4;`Cz39Wcp
z5o;WQhxB%m+a@(hXs4R|9dwxn$vdLFaaUTuBtT^YGD5~^MC?;I!eYq<AaB8W;MMzv
zQPncI8fEX3*S93cBkX4p4;MQ8f#XlE9~7PE*|JKA<!?1+0^U=`3SGmBw4_*mT0vOA
zHi#qNN!#zuz>T&!u-g;H_9~$;;b(I@5pk?NBuqe8*aTk&=yQv7nG}}OeFyU{+eZO&
z)JtkFQI33c$ALlBnWyrO)}>SBBKheJnp1t$>^G38<fqQF)x9C5Ro{(<+yf!eOe0A2
zcuiksx6P_%WqyOQ>Ho_16IXaQbX$DeT&+jBeNPb3&^U7prH#$24|rErj1YCkej66C
zgk)qDW#%FfP6>LX;>8~1VdPC>*G(t(!zJjV_T9u{(w&<*H%RLHzW7AQPZc7a!qanp
zD<)0x<Yp;a294J}iXn)G2~z``D`MwB$A?l&3c|j#Ay3h`SGW-47m(rBh;u``XqfxH
zv17RfCCa!a@3bRHwcjHD_|pfCZ#b3}#v>2I<o;pN-4Yf0|E;z+5WC>@L{lU`FQstz
zfb!VBj4v0K>kL`Jh~OU!jNZ=SR7&n*I90CzdXoEh%`@sTFsh*}T-Om18}e-Q^m*4V
zy0PYZZ;TW|N%LduVL`SZDyyC7wsxjg(SM1P#smWXEi_1DIYW$Ry+b{d-vm~*;3H1(
ziLq1i2Ar`9lk>9+KEnU_F|*ZM(rvTvGx-F#*23Qf5TU+$=2P9*C=rq&KJ#+R^ZKoS
za-|k-ug`2WrC6oM#am)bYdI?iHPVPOo{7{<;BBJw$e@`j;Cppc(@3NDcFM_Pwq5EM
zDWf~9ipn~k7g!s88RF|L><p&IHyqAZ=1zakN?!QZ(6pw(aP5MMQTm^i{AvhivR%_-
zB8F-IgXp~{m;is0Vaq|BTe{6i^GfXlh;r3|SlZp9q{V=*h(66p|Aq|q@tU`Ck>^9+
zZ^iouvGo~gT!jp)4LPbe@z@Bdu-cWt{D$=wybt20RQhTa4$I6O?p`jwc@Y26PgYr_
zxTM|&iLY0%C4bRqost;K>2cj2PHu^txl`4&<OXP38pZ!}IQ>P+m9#kXSx2SIYY*GW
z87i&h%~p;7ZIt#c1)ZcvdK)9BXg<m!qg#r^@mN)RuGq%)sd_uPh22TyyJ3=#=Lj{6
zAYQd9QrFbsG=#7)w9_|gxPL37$Dfql2WD4^<eX#=rAbe4CS}cEJ@fl-7GSn=IZj@E
z?%Nw;EWTN*wgewM84qAIBO~(^>*|BA&le{A?1Jc~!VVzEZ-#ZL(hRVVQ*{lnH*~6q
zLHwx><NH2eje1ROwOVz0@jOk`CH%yrb9~KGng2SF2o;6lLdI>{F=@us?IzPWrHscN
z9#^f(;E%1Wmkhdj86W=rDxH+Qc?NJLP&X33D1&%<vf6a;%piDw$zKNSdE`zvo#?8e
zI(TqlEbXv)m6cBeX~Wr|(<N3;-UsfSNDfq4yNrUa2-I*iPirS3s;coP5xJF|_i-9k
z)!a>NJa?jRdrAT?^o+PQxxP;U?8IT$^iZXzEc7@ZBfI{C#8I=xqJ~R_m(G#Cn~N~-
zD{#A`16GfmY9fs6t}m@9i(NdTaUh?$xae7<4dHfwPBY8%!??q+UQw1eYAltZZHZl)
zyA_nzLFHJ-mN?0zm2c%9s(Pv!1K;yAVtfBzPuJnkX4^(ps~c4_C@rrRDN5|wR?Az|
zsJ&Yu)F!n@=uov%t(79Fs+ph>dxaV?BB5%JAVuvFdwzMp_v`l$<oEoZC)ahI`<!!~
z+o~7{ii(DCa=u#pt{%R2TCl9UxAWu`5cU*ee%weT>hmg*cccy)5Vk%+-Na(|T369=
z0%7o8<J`mNjAN{9J4VhV(%}7ZK13Q;Pav7y=+8kwd1nmz823F;+xQ%bXL2>I)b5!?
zf-21va}H1DmwSBx2)y9gO5?~li3_SKZ+G5{y=MIj#1Cq|$O)cN&G>OUwdKW9c}xPC
zC~a00Pq4}41I<9nO`=*=){yYIi=rvqZruH~5E^xSBa1b>-Hx=69<=S8Nwt3lxrIMD
zf^5G67N6JZh(vQ%tGBDZD%1-le?Ix(e0{3M^>^2=V9*jW(THsG{ac=23+-R{8e-y{
z>6gMhm)9)>2ABgU9GA@2ckawa?K-s$-9Q<|mDe&h9+A8oq;Y}$@}8WyJ1e!F+3zcb
z(G^(Nj{Mhp9o<$rrb-Bo*63<@cd&Yre0-mFrGv|uc6o^}L{I)!1Nlg8{?|tj!&7TG
zcKhMp)+jL;YY8;&AXCxi)TCWZ6<oRU4rK%)O{}fB&?WH?NfUT2>zYSubRD^7ILJqu
zuXDFnT8*7~*=AyjVz+s*>gJkM1@N?u&-t*^E1*W+Ve9wiN`>V<4`McwTI33=z!2#|
z?u_D*k|#3$hmepKC&;F;dn`Fl)8-~B9iZT6YjUB`LvVlXtw;1@*qUa?HeAjoeAo%%
zALQ5C^#lBdm+WOeDB5674f)aJ2KctzM7aYr!|?1cuBKS9$C1Pv#TLYXfBHZ)<CFH5
z2hguqj(I`c#}3X7m57=v?m12@(MFms_~!Ar-aL3M?<BIV4r)18QdLfrk(m)SL$}>R
zE)zv)304RJA0-yMck;$80|E!9tJ;PVP`wRf;&Kk|CFBsrsxx}p%j$7kaOq3OZC`Et
z_nd?iF59uenQEpty0rP#<SGERr1rXkJI+hD8aZqN8YP&k7T*D19fl!c3ja4q$g|$X
zw(1dm4`+<@<k^`x@(8`x)>$4Oat~^5LFw(3;^AIR-q*B7!YUJuLFb6pHDL9tIP;Z~
zLZ=tK_CduhXr6VXo6iB&%Hg<J$1UYZ?Am7`SX8UkYq#IZ`YOw^pxWK(So@T>J7v4s
z@bI5)R}Cm-VxC8H(gf^GZ`+}d{#M1i)f}D-4Jz}KaK_LR#Y45`-gi3ZpnN8OXrzlu
z?12`!J?05>8=+6N>0|N~@Nz$C*Cv4jlG`@IWX}IxPJ2Ce`IzD7nX0pF1JQoZE}5b~
zIdSQ%J7Nxl&L%y3l0YQBs}ivZ&z-?CX_S=7xGIvLP!InZzKF0zYf7-Ct)R*bM@Uii
z9x!!7ka93#Xh02M(#S%%<xM~1>C8rm6<M-!Q8bn~8!ef_Q}Cu^g7d3fp`(r~9aou5
z{sBUF@)<b#eyut}ZWU<tu04(os&uFV@NuPd5PT5QQjOq=TM^Dj)u@O7xyh}&RgPQZ
zv&Z5kXW>z$OF+*z2O_eIob4?g`6IN6Sc}x_nsEVJogtTgs>Ma`tU6sIDoGzD8S6{q
z+6puJho<M##b;_$?UWrT+LgFBI!4i)Uv-|LoEo%l-^jMFwkzL%KYBw|qxkOyn9qq!
z|LmV}-XAoV=`0+U$)V|$q1E872iJ8o^Job&L0?(QF|0SleDv5^y0M0@Qvej-kCDD#
z*L;ek?3rSJXWEweN=yLV%P=*W9ZQL(c5|dBz)VvHs!W5J6W4*FelLUcm1e*Yv&v55
zSz`hhRM56Fhq6bC&hCs;7ohb%T!A8qVLaAs(;*R~n30G8aGPet-AiXy5?5CFwF3fn
zdhB7%ao>uQ{wrUU{WWp~Tfc3*HEw3#I<${~uajYw{hntKyx{tm?nV!<U&m<*s)eI^
zttUfLum*x^2a2^-mf>HgOC92KI*G5e^=3N0eIs@zqzOjS#H9_0OW!1&E%r>^_a>rI
zyyRDylcaqy$m~I1aA$zjQ8D7EmuK{y0&04hfQ?-hEk|11ys16kIyBKZ13ZdpAJYZY
zU#)zteRdTXcj!~g=*qasb=$V)#cvz(yW{r%zuCPxl*TkGBJF4hBmi6P-$4|C5gUmf
zH{eg@c|(LvMyLIKM}Nj>)?E}^(TlM6%g~Gv(*Zn{@DWtX6=5H3td*T(Tm2pTbfQJY
zV@iNjD1tpQ86V|mp22U_ttd|ay|q);r(b>ph(9?W3VWT@wEZdmMtXzJ-VV&(Ytea9
z5h#*bt?96;8|6bQ0l-;O?kJaNwi&!H(6zkILsvrlquZ+amLB~pxV-b<(rnw0da7bY
ztoxZ^-Rf9<rnQL^>b%_)*0H<Nuh`OX2C_n*MH7epX!B9;5W%*+4b{dpnh*zgCLH@1
zgcSVT_ISnwj5bMiO|OxZ=9{TW%PHJ;)bT#-KxIH)#T}RJKZm?B3n$x`eBnS7mkv(W
z!$1c;Jm2P_odL&3Dv<5Wg(o1IzCy^dj6b6)_ZB+1jf!p-Aygb#2s&?y%<ZTyRmV}}
zGgh3Z>{`;!QIuGawl@Epp!ZkKeXg4#t`E;5onbyL`gE3w$X$OPAi8zM?a~(W+=pJ*
zIHe$eY0_VfibCgtX+iOKGn^-*)s%fg6Kis@zE70cR4b%uG1d6a5*`Qsyu?S&mzL)9
zPTt8m&A@Df7#oh3VS+w-GQkObraCvnUN{$Am0?p^nCKd8k1je{59M`Ae@8*ooq+!w
zblE}~Tu{FGUYVttttskTIWy6jLoai!zAwL94!-QfPOz_j9q1_@j#X+KJNZ&XDLTx*
zpla7XcZEKul9GYuBlKvM^1po^KFLx2WGa#Nz1I>u!%gnC{u?Zc4m+MO-hpE5_bl%Y
zz=Drn;2@a8=LU^~$6IcYZG`!F=gG2H*eJ2ViBfS7sF9%Qt~QskC;G{JPSUr<Kr**w
z6{V-UQKR&+c;fj&8fD=Ra^j^im@GYRv*SA0AO6uDbOq~->PwGbXxhAN9KD?GE@)nR
z3Z!BfYEzWaX{1@q&|^J0_vJ0a4);u2aCx3&MFt!Ia1%S>MT^c<M)zCb%rlIq`_+yH
z`!tSyaF3m51VP9MUCF(HuHbI)5azK)gHZSW(6m|#Xykqod-D3znJ`wwfkeeDp<Fl{
zKIjuo>Hq(Op(8!78}BlA{Ob4?p~xjFdBanwGJd&r?88v(6}O}`V1WhWZSB@974OI1
zHUR#uNYo65QqNd?)&{V)AhdKVy5zjj#Eyk+w#BVhci=2ix&+=dxXz9`{94}`dSYtC
zz-{{i8!!7|y)QDmg_=^m0ze{z5~h7+DkAG%PI0s@f<hjsY}j4wABi`Y`14Rv4^OpH
zLW$JqY##@*qSl9&nO}SNi9$5C^D*oN`2tbAnq|XNigzeeX`<Vo6>H}*-}+221Yc4e
zr$(!Gws$oFTI==;eux4Nge%O3k3fY${GwS@4#Y&b^w=Q0)U#s#OR!ezkDgQdlZ%@8
z1WD4|mslwlt?Lb33(w=#fN2TN(lW|2G#fanGF40>e1Yns<#$4;2bbg(W}*mzoF#u+
z5M9e~kWv+*_Q928QnD91i4P}7q#w=@t#iQRS7_0SB9yCd(x!w2oBB1zV3YXZiz~tl
z0*szF$l~ob_MW%gqSGYWVAOTE-|5`A3qY9AjCHDw1B5;xV=USIPrU3lyV(f$;?JHG
zlHzHEUa9qJpG)A1F2kKiZS3#iKa4yQD5!<vgi-h$q|MS&?hl0(_f7C_n=dzXS#e(^
z`_3I0avUx1`~yUH%VOe|KUjY-Vh!Y9t(=M8`SE?LX<Rd+lcAnb5#4yQQQTU$m~ww<
zzG+~iK5N&6=<~B=;&|}VqM+@Ap4L<w_x%eogtvQs8SGibys2@MYT`UGcxe2XfNE?A
z$LjaYN`KLm?wr;D-?1p-sKLyy;MjllJtNuKQ;tH89H&jW>=LFMp~<|4BEWo$q`H1}
zuv9Y_q)i;cY@^$0bq<^czt>6J@>_w|vQ3hlhR*I>sbX0J+rdn*$T<Hv?dx96rn{SY
z>K^hbRfk%67Q%&dU!L+i7$9qaGKai0XpF-^&}=$Pzn|}VIN4G4)VipT5~3mhg((<Q
zq~x6I5%0#4Wc^?M1dyF6EWPW7m>XO$Z#|NJ12d)Rg3r=f$9HN6ouvF=-c^mUrBnp0
z8<SEfRPghY63dv!kjD{^%4=M#Ih~V!ks?@I$q)c+wq(NknQjSvL{_t_Z&B2p<l|K6
zYf|?#?G)DXk$v<a3$IWbAB0&bwKp|Eaas~;7WJ{PW}`-98|zfZRw%Ww7lYcjfI>SE
zW=^WkJ|RgI5l>k2{VPBJ3Cc432FO-k#Ngb&dKu9VvpKww_3Q)R1d<lU!hcNMRBB}m
z-H@-N)SBWcFr|li!y6fx0pfowCehHK_>lqp)_eShM%NtAf&C79)lItgIX0VCF19Fv
zJH~=bD7#5#Dd$2Dse%f)SjiffmUWZunK=1we)NHS!%kJ1UOF{Tn6}iyrl@*Oy>G*!
zZ*CN|^GOt~m#ft<@TW?7-A=8iMhZjM`M%4Cy`CP&s$Ft>xBSW{UfO}{%3#i+P>{x{
zykFJ$jU-w3pm%ajmgRSLj5-;X55nUF7$>qYd3gk_jVqtk*Ir0bw(c#ZKl3&r=N(&b
z{2V+bS+~Xq@qc!7@@e=DC7(#lV`$MaSG$LmK(cAzd^%i<14CiTKMUmwxAj6CSRaHt
zCUx7+i(}LTOVY5hEx6y+{QZAad5->JXOsuuzRcXwNZM7{4Q!}s_Wp#!ZPiqE8ZWVA
zB)dv47p{5}U?069>)pX$l!(m(OJtBTfM5@TRgXdAr^dc|t_;l{`aabw*Tz0+|G(qm
zR1j*fEM8>sFjr@9|Kw;tnu=*_nnFf+g+rU&jumC}RJF9`XS+JSjqDa1Cf+H0voJrI
zRHxqVBDU1^TNUP0Q)<8=_+N)Z)15McKYD07WiO@>3SQ(y@j+dkhUZk>Gvk6H$x-nV
zONHBUOlJM)z<apb$wGf+hY&Z+jlcxy{R?%Dly{c{B--}Q6tk-0-55_|7g?qXA0$ML
zpMX#mgBr(M_IL=y9tWeZ2OZJlU{1?#6e=!|-l=Kr)k>=a!;AaJyxg;bKYB}y>9?ku
zD)D8XogM)@s<N}#1nBmE_b>x-PR}V<H2jhIc;s0d*<f!RYI){5zOL<P*gcd&eWwuF
zqOO<y<$FPzN?I!Diaz4fQF6i*1I`kR?xx*p=HIhHK5E3p`Y?Zi?dQSDrUuq<WTjE!
zP5lfP2y6>~+<6wpqq4o<n{(KOKi0kDsTl04>SH2JzNNl?0aUy8{nFbXpo8hc1Mz{C
zG=Wvt#7Z0I6^|{gP75-PYulorMS2&|67$+R9hU8jSg-!`&nyIyRr};yUIO@<?<PMC
zx4_-ED^UzYs)%N??Yy)sdLrSP!hq~5>KwA8ayclunph4`a!zsHm7a~Edr?QKC1-JV
z-x0;?1O^~%=1Idwe@UF8Oem&K1uMZ9dGW4TRA5PT+B>v8sPMj8YoSQ=Zn)MjPF9p$
zO-c*7L>vUxjjq3)fg278%>Ff5`7eRS6CcD750mZqP2Hl&U@w+h-U#r{w|y-$W+}~W
z$^wfAncXi=>@xT0icpdhUhSR2r)k@|VQdRBXe5=vwyQu`j&Z|Aa>-fY5=^~xS1e7j
zPHXTKWw%Yi&Ww97!5LdKqgr^TwS{`sVS+amwP%{lzA8I`sl1MASYOrDH=^bSOMg#x
zExh)R1B@x1nb+uUJEKfWL7jQc@KCbeGNPSJ^%BepjqWVD9gO%O%{uU5Zr+vOq$|kp
zrhv4k^%x<}?*lYgm!vf39#VwZMI-2I&)OB?Z%gF}hY7Tn2GMg144Y&5i=+Tst#0Q!
zMy$r|i4Nc_buR-u;yJ*_cJfI|;_S90@<NtX^s<pb@E;`C=K6VWtAx|U<bp7Dye(J_
zZ-tf7I-D_=7*6|Ox^!lsYY&8DMmRwcu7`+Aq9JO+*?uHd+T{>{l=|G#XX2nr!y);^
z9ddH$gxfl?)~LWH0}^-cPtkJB{7lR9%R|5eWRFIijI@$P$jxc}__Nyz)W}%vo8kAX
z;aKKZ{ibcRiP+CA;P3K$o6W5QiT@7vi)X_aI(5>faQtdt8oaPGY;2&!%f@Ci1b^v@
z+9^xvp8-f?le&0ih31}Q5pLafi#4iSq>}d2BXA?vNoUR>>V!s?zbeCTKkm0cdLYVD
zoG{ED0e!W1+s||C(zy~5PK|)Hw_S7gG&|+u%!A}rKdr680H)(lURh6A*K4wZbYI>7
z^M3rxzBw;N1RVsrzk-S$JjLAK(35X|KtJ2qp@Y&@887-^^l?_=>ZCGpGgjfXBM|v~
z@J=wnyy4IZbTB7HPwcSVqt*(|=CSxmt(P3ycxTwn2E|EyN91X4iGV0?+~Q#IC^yI$
z;HdCQNmRPjt<{gwY;LK$@oa8}ekK2>D=N6&JA97E+@K>=NAT@*pXci_vOe*JlG{Z<
zEv`|n>TZC#0JQnCjQC$vKktmGowhXWcf79{oyDq%FXM}>30Y?$T5R{9SJ`cNGGJFX
zN6nO2D{fXgb;$9n=)^{5&QUfU1Ze^+R*T2Gkx|KF@qN^C(ngKAmb=)yQOiF(o;2&-
zAR0Ko-VxDXs?FDAf6FPoS!S<xZiX71V$)CvtPuZ__c|mifx1mFQ!P%^Z6^v$ZmC$V
z2VS(^Bdg*(A%4z4zq#A#)}55_ZLe<k?oZ($YaAq=S)9TAbb~!M?~Z|&n;R~1r7iB{
zW^)5u5ZMM(-R~16p*$T{P<19@nxG2sdfkZtC`6Uowcuw7Z^JU8<2-~*5Z_V)+vKu$
z|MkD~G7CmbbFc5b-g|yH!=JT(hA(E>DFZ|mga>I8897EfhXy!RhSHSI1<4a|kF1|P
z4A<Lxi$4kBd+v90ES<P>TQh#<IHI^%lCMD<TjRQ3PpCQ7WS1Z3p|-85sIPJKf-i$T
zLPXT|yUTX97H3zlN?~!_wJ*b*hk$jt&N`^p+=($YW4&9}jY8h_`2)eq2yT<2`rUNf
zl1Y($wAdaGj}x=|fObiOX$dWSJI<{ATV2%*0{9YxDmrw|lrwW*FR|&IliICA9N8{k
zf|w;bx9(LzLo0V{dG9`+B>cm^b*|c-GCzIH?J-t&+A8$gx+{doEth}GjqWmD_=|=S
zW9j0R4Zpad((`Qpys845`Nwy!T+L?CJgS_79M&gbN%%a%B6s@qe=T6o<Gu-}#Y`Dh
zY^e&j<9J$c^28()fH%eMt`MwR!aD9;cTZnXNd*k%)X6z#tSj;HrR<n%%+Tz252J;n
zs8M4dl~nA+b}lL!vIo`x8RB?-lOtTOBkz6rGJnNqDMmS#2BSlr%EZ|-cVx_F<F+y=
zx9U8dRCVYDv=INg+#7u*CLIa`d0k~%Q4wZ8;D-C>mj9V0BjAwA(|C|OybEJaphz+u
zM-k*7yL%Ahl2DmlQ`^wz87O1AM8#DokG8skIvAsjT<2EL4v!k<DQ(4n5`*o$VWvG0
zFlf+B>rx@CE-v!zFMfL3UuX&$=<5T&5@00HPcWUt=3u#uB&OsQLhPM(L)wCoMwhXJ
zr?ivj&dDyy8C^D4qpk-+kTP^sD{F|0?jjTCpNZD$|7jA>)ES&o9m6~E;!ZvJS{9od
z=nESqo$6`N`kD_X%W^Ni94**SUwz1bEon+DJT4S=+hW50T6zP#k#fB3{C4AToV#JI
zH1S1?3REmN_wbbKj>sk*GJ3O~vUAF?9UC5g{_3`(C%oqE`k+Pc#&|0-!U9Uzw<}l<
z%(IUQzUZKP*ZoGj&0-aI^iUL=8(Z?nt`2QrLBJ<he6TR*ABAJ-{OsE51(M0HlK2=V
z2Rl_|UBJO*enjR&a7ttlf6Sos3x-^DuOXMR0I*Dk&})WLp<d?W!yG2-S5Ll7#f3kZ
z_)%!_#63XkX4m|}(4wzg1k4t&%NamnC{~RDT{ThF!>E9_2~_&RW<v{=o$g<YQ!(Sj
z=BQ_<uOm7!-GGo&)N4J{Kc;tu9%yMem6_+7{`taDVhoUyy3$<X1ny4nbIBj3WP;oZ
zew-0cF?*=l>ce=59x=Lp78qeR8o+I-@x_wq{j*O&C&omNVa<qn#geMZ%E7bQQSZA{
zcC;T)is`Vo2uOM224`TyJD>OS!#xIeQea<bBbjijoHq4`48BcbEbXv!mhJSB0ZWbx
z*xvpBU-9DS#J_Iai0el|9WH{nw;q1CN3=SZF;&{<<jd1aVjdPIH&81I)V^LR`o=oA
z$DQHTOwec!+t`<>2yf$B&_iSh($nlbOnzQ*WhAfC&RVcP-RmwSLcr!f_c!)#B`$V8
zkn|aq@lg-;#Eoh6Y1^cWQZKZ(aLa`#IK(6DT8{p&q!}`}I>BD=M>%dY#U8D?n-Yhd
zY5tYH>l_0jSndfnLdx33hxFc_8!zH{+?kURa2(VWUC@3`m1J##IA}@f;fcYvH3&Mv
zA&-gc_m2l*esU4G*rPP-<l+7V)O27sq6$y%*O^V=WFwx=wrh)iej0J4#YRIUymwDK
z-SqVNauuG+rvK|VSYZpQ;Ds(Rq1h21Rj*L4frQ>m1(Jz5cI%h?%yKhbVNac2d6wr3
zRBq6Iw_Y}hN4|W5*z@HGi4Q_A80AXQ`9DUrGb?<PVVymildxpc<eaFNHTl~vv7}Ja
z$t#*u>(H)K^kHkyo~I++cGi;!Pwqs)nV#gddM!QsBxh;-FNJrufWc%lVS3QwWhud_
zf#@D&z6TbK&AV@x?JXe<c6}2TAhmnQ)Z{Xm)>1M444C}(pvmcWVa$yU=}N<7_Ja<(
zjfE0u?lBg^Aa_bVtV#i}Vi-lc@Y9%U5j+#mXUh@88^2o|EpbNLAv|+k$3eeLb1mJl
zKfRiDFDAdYtIVu`%x31!haLMDPYNtoZ5SLDdCDgQf&*Vfl^1wfMHxS>4^4SFYUfj=
zy?rVpY}-;k<C@pR!HV759yuK%8F$%@^x%c!5U6FY(5<lQFMDH1lX&OLEDjv6NW~=D
zHrA3IV~K<OzD=gk9e1z78Cx%6wK4Pk7BgFAI!5@7{K8>S1_%tE+>E>W#48yhM^6M&
zkqE!&kl7jbi>ehbT=DN}22R_L4ig_}yroEz*lCPg4_g&cmn%DeGZY&QA9E}=Ww@Ve
zxoXwaxoUKXeP}T($vH@BL9_%5**)Ym{uzd@f+4XG$emwZ@9LQp3z3xm2ugF+!26S}
z48@Q}wKGechE$ADIe#5j{KB<d*@G8UpSGGSqkSNOH+2n0pw}CNY62o!ID_~aJLV!l
zS?RyqB3dDbYDT?^*eyYFt194<mzL%?CJAslwM32Xco4vvDIQ>O-55Ir!jztFiCb_k
zG5~-E_8uqu9y4(Vnm?wnx)Os_!8x3(3FzYI?(1;5GnF@*kCR9)10%6`an@78OjUN3
zTPhjj)cx%Iv-G@nk5?hw)Z?~rE?2QJ)O9Lr;|n>RA%bF!!8kYwB_xbH@y4w`w2-N|
zg#=@Yv#pj*$8W^#l1zAu|9E4X&%KA&cYITQFk2ggWFQr|!wQS5j>KVOC2bco%@o`W
z!%P^OpR`5PhrbYOSoOq()F{!{T}&>_!LxR=l@nIuclD$F3YCF<$e|B>bT(WWY5~bS
zESp|(*kRwbA6q^Rj;9j@W~UL0JQ_X-XI0wa?5Ze6P2;1m<XiIeHlaZ}`4;=TmZJFb
z(i*=1qX@JVy!0E|D=7y1E<ol!ec#DJpioFn#{b!IKYX|o207B>D}|f;;i8g5zjE*?
z3tZwlyy>tfF<mH)ikGOs)~98;rxtn?s;#SKFSLH3t&11_(o;e}r40^Sl!iXRK^J-y
zCShSmy+|Z73y;L%aD8XxB2zyfvX7-+#*^|RiGC(F7T8H*u*#mr^#^sMPi-24UljzK
zlHw%tdPmq6{{a)CLrX@P0TcVCBectZTV~5piizfu#g`(@^tasF{OO@V&gnCl!xC$Q
z2&+VUA9P)}!o-dQyUN!q*8Nn@wRJ_hy1!K@19BPoacz;I-0aDck>R4rkAU<)UI4fd
zzKy<urXG24LG=k;@XSBE5&p8S#0Q+jp7Ng3-`LaulmzvO=LCa3U5DkhjwG#~s+*4A
z{Ji<UlVCp+H^!d8mL+s?ZS=deK!(P4fQn3ryNt=}+pw9Wt-TB=Nq&?g6s9N6@aq5&
zA_Nt5WbRDOeo}QfbngB7je;5(|B2m%&Y^vUsMrG4u@Oi%++_5dHinbKdM^LQ=9OJ+
zbJqi>NqT}G4PD(Gl>8AMXq4Ro=1h%p*)Aq!TR#4{o}0hN%vZJeWck0^?$A<CnpQqf
z&Bk|JeB9h_>*9;TO~p^9VIQfS{YPHlRsqMwxePFbFJ=K?8^e4Jzi*^AmkDc#Z$WAi
zZd)w3N^7(``Xt}tESYIv(#bsKdau&nc>o3<Mm;GO|DiX$PmlJyQSx-xVjeuh7d<HW
zkTsGlxt)JwEH5rQ$`Bx`UfgCJ&$A=4I{$p&n3N+&$E{<h0rt6t()#8(fAB*-NdtB?
zQRHqA;5h9Ks_4>F@`>LoDbCCAX`3V30e~kwYiBZ`D@yWL-4X&|GwZ}5S<dEe+O?du
z9y|WZ$IrlDWY)~-(?SiQVwU_-3Fv8{1<RNBMqn-njw!mf!)<}r7w3j<#PL4C!DI$G
zMl+r@?4j8!Z$R@}tw7<_R;$R-2*P^t&qLKehawlahxOrBbhZpfmuAa>Q2a{QD$lc4
zB#3lp^e_3N-khPH_1y9e6m+FpicgxKy;XSH?;@vj9N_)5{enPyJ~NZ4uY1#6Es$K)
z14=ZyY!NFCS~0?bzjTt_Ts+^6Eb^U9uP~}x^JGVPx8AUaaU7jNqUPAY&9?t8x-1AM
zJeV;Tlh(?cyRuM|@0>S$tL)#?$3I6`Y2&WIAIYXb(1~$alS6J41&brS=G?P?3_JlY
zU6`~8cd~{L%6F{o>pcg|qRTR4F2?H4zHp4*155@TPq?F#7-K`SmMXd{?&x;_pU<$i
zpTsoM|5)_4fp^V6d&l*>+L^$y+Ya&3L5d<3NWzSx$)(hH<ZGjUPlxEuhv%G*vSfN`
z_wS}?TfX`#@LrV71YY1bh3xW@$Za8iY4=)5@f;yNa0@A&%|KEMa2!AZr1=HQg<v@B
z8bZyh|8`{BBPYxr;A|4yXIh4~e;pj}QE{ds3@vTsp5SIeKrAAS?f{Y-1F|VM#9iAX
z>1;7S*v?H9Ihu%-j9VF0R6CXnSAcMwMbn7&Y}tQW>ed^n&?c=?=2prT$IzgZPnFry
zf$_)EE$a$a=jcUO&BqTgdx+>Yt_y#Wcq=A^B^LOZ69`_smFM_nkaJ_nAV-$(+0{zp
zhd-~&95jhfWbUkZUsAdsSMn4hXw|@n$nizgxk;}W&w4<aB0v|06h1@Xz}Al_>Gybc
z8S^_0AX<i+nS1w$)gPW-mLp<=O(jXD@vxiZ2)>gVG;XoicX86)9`=*yOBAXYp-Bs|
zr<YiKjWL*X>t1%0L}2|Ox4(+tw;9Ju*Ai+tWK@mDX*x&VUDRqh>~|OWhD-FkCsHS=
zg`7WPnjSQuu<)1MM+Vc9gR>b22iTL=^FqZU?An4MA9fW<9p;A1K`Zm!S_K7R1jW40
zzN(#<pZ@j7fy)SHR$EN5!}o9%;RZ^y%anjY_xJZuwgI*H$}G?APsG`AS+NFBxar~n
zI!zdNzt#Syq(<E3)i#b|=?W&gNU0<aL0Ny{VJ?y2g+B94cCf}u$TgFu`=79N+JBEW
zeIpKfm8JwK_S2Hv7(KmuahtO`nIduAP$;^p6%oRnjcS}@-?hY?{ds&2QE92_iKUcT
z)@rzB#%)i3poKjji{vAk|Cb-P{IWmIjdu~Yr1hsV<9`v0t^o8EzVjY^X0U^c3ACar
zZ<X#a;ZH&(HdGd8Jyt?frkAiD3frbFTW#tWJkuR|Vx)kX9HVbcrRWBfOoa1|?a-Eq
zH+s(tXKXIb!sT>qavjD3mrZO#1vm5<x7n*S8vP;`FKhxP?YD2qbx}-9_H1%y*KaRn
zZzOrg`y7Cj|G!?ol_M3_QO0<erQNK~0_YtBOC)WFRkbl#(`^`Y$bgl0&5TJFopWnE
z8`S`n?CDqZRrb+<C6O4V=UQ@wcHVqH?VV!bi=7rm{mC&(Rg6F$dgkUfR%mL3p0ZFO
zM_5!}AJ1P=HoNK*_x^`B!jeh#<J0a>a`K^Ok*{|CS_2Q9Sr6kAKGDNYzYADxR}D~=
z!G>R(eKYcu^2Y*svc`JywE1YZee;Nq4+=A5NGsi2KcbPW@l;QwQd=UQ^lJMkl#_#A
zdPmZ!KC-oD4dNOr;3!Urt51utU}ew?YRN_%>3ebKJJXlSq&Rw7&sqtVu|0_xsuXT_
z7}grjICv(Ut61^Z1Y^ddMj(rrXED;y({$n`syEfuWIYX~;}`#@5=@*ke4?1cFDS(f
z%*{?MOt5TTxzkLSK0w`V{7_0-5>3hi4=uH_2YE4(w7WzhY@?a9L=EY49gFm6c(pUc
z$3HWo6s?43zqy#2FB5?b?(qBc+dg<#qLb}s1-e{>NvNr08!udTo(?IA?8?xm<WE8w
zXQ<JYFS*ErvxmzB74~m3cYmSe=&S!;>Shw8?3Ko64Q*^);{U@FN3HgUZ<xb(YHDiS
zz4fmV$PWCH;o!_?ng5KRwln|zs;E@kObz-9kxx^hY_S3rbXU~>UG!l1JBckK1tf53
zh1*(!7NU(td<>^dFMI$*B@aSlQk^)E!U92Z9{`*m2D29i_4tEv0dESimcZ&7;LoE7
zqwR2wDi(|S;Bw}|Q+1Rc&4>f`{QRuAay9)arAD232of{&<&Hb%<&*!Ft_f<l<(B)J
z+oZkH;3*!Z*hTl<)L&A^)8y{9D+Ux3vAN8UmHn(o-@eD$THnAqTps-JY!eU?#-GIo
z;+2!>Tp>?h4a}odIldmb7OC`f_Tp^O6yQ=-4ZF;tLUT|xcXV1SA;7P0+ZA{5G))$5
z<goQ|Uhc#+<m#@trsrH^eQd98A%vSyqXAM!Wbl=o{r38gRN8NUJYzpH$<0a)?K!=o
zJSljxt_uN27vZmBQ26|H1$nznHa6H>K#YpBZ(ArA*};=@bUnS?t1VhLx?l5ViUzD-
zCYTPa1fJ!TP5Ta!rE5|gO>}Yfq|}ajLs|^j46P+&HcITIUTgX1l;@LxoxAsVa)8aC
z3157{;hT7OV8FDxjQrELLr;PKy6kjKP)AG79)Vx+=*W`rEg=1A^6*!U)QCv{pPxa*
zO`3{mi_-@26%Qiq_0S4&UffyrCLen*zjhz`LwfmJAqRYPVJ09yCbDDgH>6*0_S38`
zJwQQuYc@LD<%%mZ2v={`aBk*Cqo_6v=<xHsU`WlJv%T2<SsQlmW!2Lf+Ypbq++X2)
zD)>M134HS#^(9T}8@8#>e!f3MM!EvPC!6a%rtBKq8&;p}!J7rS=`2L49<<@L((iA`
zO+#7p5&GjuB|Vr5L-Sj+yPfJ?h0^5pJ#&5X9s4(s(TI6K<|nDXCUc$cLQ@GqX6ck$
zre%<ro#_SVf0}I3%^{VzFApdYsZk+U9XFZDtcIVow#HAsd|Jo<;YQxe!Y@=bJU0$y
zM#W=w&_mmCro6h*dp89X(6>x3KfwgbNX)4s>=b|M#2^w)Jff}BsxQ))gX_h)xJv3L
zFe0CzZDI&32Ue~f>C^o2mkm`MI@@-X?e9ZY?k}C1#=G7;rDZZLIiMcWcruMVgTV!z
zjiMV{<u8ZvOvvv%+qF3d_xwXkU@gTWE~&$s_7m7ncP?GvBr|mrX3;hLuDM@cxpgdg
z@S*vWLEuz#HYtELw2rUP)uT-y9(;B6V+LZl2h(pIk9Q!%JoJ5@aVwk5p<uFeHTC_w
z7II6N)8>1JVH@+%6K_5lS9K)Q_oA3pS0dFlLRj2~^T}H%Y^;2!>j9lmWI$CBC7G(E
z7&pRH{r{+9`R>HEop|hqg7U|w30T(a>`a0<FMay8L(hOdmk`X@S)NP-p={r2xl7bt
zKr27Z{Bb-V)H)}nM?BM>E_F=oV-!ooC7|Yn6t@RsNX43hVHZg`b|L5-di__*FT!ii
zhy}U9_ASVOrGt6`+k>jnizLam`dGT#hMcSA^?Go+;@A{zHvBg|dj_TG^W}edxim0S
zECPRUfTx>7PI+C9+$8}A3T9`fc~j_Px;bMgDsbyV)hZy0<SvTeh;voS{Uw3Z0pvI2
zbIn?(H~n7P05o9QoL?jw1q~4KZDG&NL<oanFEIA;p_uxgxMt^qEeA_y^ma?{zQv{B
z^BL*c>TAA+=O)F!?sD(A+yml)3<m2pb+Y#J!_|1fKQ8C|!vi^g#fF$=A0UtRcTrS$
z)Lg<H{tIS2z|&6Fan*V@xiK|O&}#n`^R^%H{I~EjkF@CVEu9f?>4(WBv(UmHpEBn%
z?%{$(J+or)G0Cr8O^+2NpS|#Vrh`$W9!N+UCuhI!O<h+j8M%VKlJO{l7GuP|JIXqD
zMKOEFDr2j*6)%nFmOZmV`wgpq-3Ahf`}<#JCr&z#L0@gzgzwOQiZ`Un01@Nke@EEt
zP;&d&dD_uopbeucsa>>?ZS{sww;@_-xRuCOQj8Rf>@w=S4X&Prf*QDT*k~8U`Y35^
z=wKx-5kXY(NZq=>fATq$Slq*oq!O#*_fty?R+Hj~d*}`@>7Z|2Ze}rOLU-&^!mp+e
z!?|R71Fh|y3Zla_KHr6(1rYh?KmOt?+oh&MEp##eP#B*@dXKFX8i`A=WAX|8M!1uC
zXCkK3<4DJ^>TD(Kv@P@GW#yAnr6i|23Fo58e%~b26B;|d@wDo3j&}b{gYQlGxKv01
zfOv;zK3&x97H6M&8+~H7v~54<B3u;+=lpvAW}fRSS7<|76@QK)LQX-2x6r>bi`p0I
zwj_&A!}{yZ9jemK8q;q|k~CJkR(!b*pWk-p&EWO#(t^)eOW6oz|0P;*1h)#V9wld#
z+RyWLnx{D<tQ*!2=Eo>taBXd^hvB(E<+e*f2=`~&EurGGg#ZYL=6bMcZs}LyPcz9_
zzjTSgg+WFCH%ca2B`w>*^yr+}CO;2x$fq6X9T_9ZY+NB>9-ziul2&4s<^|Jwt5o^W
zEY?7|q!f^v5tMr;PseEI>anR?=QNRFES6{IIxRyHJ_xU0{VlQfVcaXm=&mB_a~A8%
ziGQz{YYR-~XrwDaxLkb4f*aA5VX&t$GvKgmmZGdN%UOwV!gcGf_c34ovL@<{jO(`Q
zmNi2%R7h;(L#AU*@Kt&cS=W}KgAeN-Ew?{(!IeU^G##t(KTZV+WDbfTa5Coat=qZw
zLPIzN&GC>C_Q5Y3Xt%5t7^fHeV6+k#b?VjNYRiZI1-14awedw?bQCVIGU%y0D}iM%
zgF%Y9oQ-@=@_&wIqhVm%{>f~~$%wq8CCQ@Oka^8B1Gy5^qtFPV90ChNr^O%o5Ea$V
zws912{#~WlnzXLS?$=E4(F<^&a`OLZu3xBT!=eor&1?~qru+)t!vvmj(C?mc=I{<>
zGA#i+x=&;JO-P5(tTubwK1C}jx>a|<upH6X&z=M@eY?XFz^O%dLAL%4b3CdFW-VrG
z8H_at+<zP)@UpG=v@rA2|CZ4#{BbUW`hfxr%x9GtWl1~_>T4-Zi=SmQzRP;5IRC9G
zorG0<+i0wKRd6qm|D%fgl|C+yR<S#`P@MEzTEOt1R_Sr7sZB33B0GYnt*#V$V2{*h
zgV*&Y<FO9Tz8jWUp?e~U&#jSjZTmO-Qi&yiobR1tp3fTK^neDpP;*CB50-K*_R)Q%
z@8`@Hc6K<6!y>{T!#ZsM-uR*HcfHB^O7!%tKWHS|grR+hP5KphHh<_!E>0uUd|_>s
z&#K|@U{<^dTGM?g+eJDh#hmROb>Ny0GA_6s^jYr=+hDSD17L+bCzRysvwNP<d7XWa
z9i&Y{6vRsGBIHHY^NY`;(7|69zHfje-f7<)5E`qvd=75@(bU<g?dz~TP0f`aRjBX0
zJ8>5!GP*DQoj}p$nR+FC;Ic@rOZ>U}nd{!e|8FnP_uoC4^-_0h#%sj%Ik{&`Ya907
zB#8v&TsrA;We8|n$9rl+nHqh{#XZf3cO6#9*@^Iv9T_>h*X>g;3p%dJJ)zw)8BLO~
zYdvv~V{EthlFZWO^7*nLc~d02Chf5^4=OlUQ9}?qx<Spb_e)L;V)Y(9whwXsV57it
zrk8#PhucBjK$e=|XKoRtiB*$acHd1cjLjXM>(P;C-eFELNf_geXSyES7WM^%`08EE
z=J}0!TXQUistNDcQazZvJDO#4Yyxb2k%GJ0=zz7b;V@%NE3YLZh<f+QW?M!+!Hrs{
ze|PpOA>6_)RCqujqz-T_DkwzfGfM)p0*VZnaZ<hSf!{9ceF1`h)cC|vG(Hm${A_3Y
zTB^p@@L)jEaz|WlM~4iKIO6g;ofj117xsMn+p>hnW3<h2lvM4l_Y_^@uF(lUDY&bY
zY^Jc~(QlqtA8W!_h;rH~ckI+?s40P4W3;YEAuF}UAyK-6d6oZr&XN|!{lmTaElgCF
z3RlLSzJAFk$*WPMsm*00wM?yv$%ROz@cqsC?Jrr`%aP^3`+9~ClKddCFDKCLDQ5}6
zNn)}ebcA6p%T@_Gs%o`^KYZhvON;S<=3#;NsA@1KJ}G<I9f|Ct?odi9jJH<n9eXrJ
z595C!Yc$^B!V8LFq>iI=yajRSppKnk@nxfw>Tyc$p07Eh#ci(G*lAQ=Uf!r1?nQIf
zi>Ls!^EF^^5;6K3<;6^o@!#gGaeAM(gI!l#_?}|2lzdH*qz+71$GL<9Mf#p`xlo8x
z)r-MG8`9mqgXbZ>qhtNVSNb9mxigm8<KL*n&GBQ);prc`{nh^6h`w@D&$qXC=$AJ+
zUWf>?*^GRC<7j`r7j?9+4gHMWrJa9<-h?L#AI$p6)6<F=Vp|=2o{!<`E#|l$!@h|T
zey<TJYnf5iSM(F6Fn?2SSWR?n%E|9kdQrkt<%89VZ%mFAhrN*KP@IA9^KXENmrW?2
z8!QRupbt9g*nMZSVk)=vbzL^8^|wdMD!hVHxaD5ve(A{8tLrVQ6~M~2We;A>@UKlA
z<$eAm9++EYTQl3vqu#l%EtBSjl2%FHLRUoaGVbV=-n@BIIj%$@{riMQV|+)Y3mdcf
z$9En;t`KQER=NRF)vQPU&-r+Wx4Q%Hf!?A$B5IfQY}7JodB4QEADvDJ080H<d-N&q
zm+w{2e$Vi9{kaJX#XxgAg-KWUDuFD1L+c+FHl?aRzj@^a4EQ6hA}n5h?A;1^9vGH#
zS-;5Ub?4&a+oKZ$IY9Th_LJssA(iHXPkD~svI=^_L)@#cT`12iWc7xP%xWO;jNIAJ
zMIu@quvMZfLB%&^z#@vxj_H1ad3J8@Rd<_9le3^6cLI9<68^l}!~b@5u~==B`$v1O
zJKx|FMgNSw5HjQW8NB{MhT0RG;MrhTkhe+|1X4KnfSfgEnu;th>ud-zm(<YJIDPG5
z{k8AOx!(5iwIiF~<1@5)-Hth}a{IPG4(ik`<5dmwIpD0a-MHIpj7Asb$k^lk$z_tv
zpZW+;sD+$ea0vK~$-znLE-HO5aK2=ml-vWlr=&Qy_WXoM6K9TNj__?9EV1{J`oWNW
zAyJs<Gjv9JOIeVCz{at%=dx#&KxIQ5ICl`G7mb%IK0eL(D`_flU+mZ}%3C?Oeqa8Q
z_V$J6R>&E=7T2J!EPOGO54$3jbaJO~@z&y;tKGnTRza=hyyb6z{!i0O7Txy6dtSBq
zjpX`}@&x+(v#1ME{b)$wE|q*2RC*H8c}6dQzi(ZJ03Ty%t~X%J`n0d~107JM3O==v
z*r2(|@kQ@57bD^PMsXKl<xveU-|+{(Ol5f)a5qt5@O!Ndf^<t;`>B_%x5Nvi$x2t}
z(y@udiqj`MBuTCY9pqsM#&&u5!~UA}!A5GoM0tG-KQfjY-0$flhv6Q>%T_&2Y7bQd
zHeS#Az($f8xMEwUzXTd;s@(j|!%hw<avOj^jy|Iw3J16yjI*>2*EVA1ZFN=aCYH73
zeH(XHDPEPMCH8nvDK5sg^Zen`^9e@EO4p&--Vn%9>9!RrB3G8*u-XD-)jq&?>2-6#
ziVA(jwqf?gTz&WFK}K|r1ayul4OI#vD#B%EpD%P9q-*CHeSQmHIse^Hb#pB%j#SUs
zpK36Q3i*Y!TRoxv7>A;N;ogI>^men#bK>`4FCO1}*;OgwQvS-syhXWb$#2|rF>XcD
z!()PGrj)Q^L{!rdWA1Tt`Ne>Qs@*WZ+7mmx%u!e`%<8&1vWNIxJ#CWrNbzLdE_VFR
z4kk6Aom$x2g|brT-*lbO?W&JO(pT10XHC^_4=3ju$XS1v4OZ7R#)lV=PYo)V&rfOE
zo`i<k^o<^-erixT(ms}|#?Gy{I_@|9ucTE2Ps!2ny5vvOxn-D9UlGLyDrCgwes=BG
z<IDl3@sOtpo7}wN_nt=_B=*|7Y(U`-oo9ySKUyOD7F<afn8r-uNK{lcYG5%C0QkbU
z96zCyx3l5nb>V3T>zKsKz+z{|<liefT;KN&Wo7F7=0R$!KXPiqgLla0xgimKED99!
zgpm?^%Y+EDy|J)|+w*vRjk%wj|NG8W=<vSzRNP5adbd9HIx=Oo>aXe`_L)Nuy*|se
z<mLqaJKFmvE@kUex2aOHPZ$T8du}}oya+BWT^*4cPml8;9rNvDG6ec^s(g7Zm?5FK
zytqdpKmS&WPyTXmwtZM%bJNR^=8U!g13M*%I}mud2d-_cx4vd}VN91VeH7hQ-tvg-
zZlJ$v-t2PRcE6`9leM%<aMhANNm^@LUNK*X0`kVYE(<}u2|{v5KdmdoKDx}3F-2zK
zMFN+~E*kRku-w0NDkn1W^zV+(z?f>uNM)PObDmx@{m*CfdLJzE%dRdaRVy-wvl2?6
z=+cb2z)HTzVkzc;6$0+#h>|*#bdS0>VdE#0B4COpt?CX=s0?UOqE{#iT;*DWt0V)F
zr+I$fFixcNBO%x|*e?358-0>s0|`|sW<$U4g7mBHkQWT7m9qPt4c&zzWW!6RvJ(w?
zCwUoHwB<A2_*|@JpU)uMI?CGAwwuO=vIJ@WrE@s}zsWyV&z*vx*lLK6sXN5$+pIou
zj3R9=rBhPpwE}0U39PQ9x>xBqh}`n3(`~}OC5t)D_Ym$yZf}A5HF`w~sCzoI+-i0@
zM&enJDtqK)%#7l%%8#qOm^0t#Wx?HQ>o-uZ@89!{rydB^Or73zvC8$`HkQEqek3}U
zXGFbuj;K*tU*k?b`<tpKzxmJo)xwKYF%E;`I^xCLd7*e1es8?`hp16C7g8pB%veES
zzlNVeR1O=|H!lU=qV?H1^r7R=<Yw#dEI8DK2k-t)7y})j+e{Q*%qyl8dG&}s3zowt
z-p19Oq<sW!^g)%NH3KRZ7oO6KRx-x?OQfsL>;r_8!v4L7pjdeut&l97OLLmOB{YS#
z{l!n?=)=^+H&tI0t<N`v?)lb^haVpXh1jgOtHr&rohgf{joR{gZDTMF`pc#UZR<w7
zED3V!FLJJT&F=U3s)?+XiuP!45Ujub!SWYn=<l-Eb-AfIiCe~lC3fDz?0Wk9Bp-SZ
zrA%?Tq#E4LTpuj<b0f%0_*@mQ>38pdqW`_X@ormYnh<ZiqrO*K)dD{sLYSPf!1~dz
zsS|I)(!T72<Y|7D6o!`le0=|B3`uEFD?#=%T2OA*B^ye-+`9Gik^4R-Si-eJXw$2w
ze+I)=&Aj5e5_{ioCO#}@YQC6wZ09V|C%?ECk!>5$I~kZ;j55Pw76U^5k_DR*3}^w<
zI!w7cAACT(^!@EIPf_5he=6dkPXLkh{1zYUYh<#stQ9zqv)g4ePd|NlXeB+oT3|+w
ztm?ZZwFCN*mfc*W#gaz-7GC`R>zfF2q``HN@SxRWuc5Lp&X{WddIh+_5!a^_S#ar8
zKs~dthT1LMwmd`8!}2{z7EZSp;YWpwsM@O9vjkVj(MYy20E@jMx-r<BwCd`!M+^3P
z9JGsj!}ZT2O<$v~l;wA_VYmvS%O5!c{hK9ipR1iChYLRrSD=u3i}L*TGKu$4{I@<b
z^Dwz6vH|+mZp++WF;P88^x?#6=@`i>hjp)7IN~oJd3cRIimB$7JSmtMNM2eH;#GM)
z(Eqz?t1j`zSZ`5LrZ9C2U5pCxdmKJe=~DZp-?go-qRx3BzT$H)EMMFH7*d`A@sbn5
z9nab;|M{=Ib@{wv<NTM}pwhAls2EE3U=xpR_%?0kw2CSp1r$w_bPy8a77aQAdc7_Q
zdVrJ%NAp8xWg*IRq$>M4gjG*Td|1&VWcFITRzq(DPzLDLW-!t8QpvXKT84cn*uZzu
zoiC_n^`Y=H=L-=cwe>+A`?tb^6|UYo+OPf;R?M<U_A(yE;{0WM>-S;$?CbWcoiNhj
zHMzy@@txhnGxveq^mekIupUG2bj+E~pE%Pm5?1*^3(K>XEIlJ3nUe(`+0P#p>pBMx
z%xumtz>1``p`lrV8sTGhio8XPs-=1!ufY5(*Obow{QGQtT>sh;F*ihUPz+?rz`*eL
zqX+j)EK|&B=V9rur>u}$gT#V*9+wt@Wp3(tp}mH%S$BSRMrZz!{>qCj*8@Ja2Lck7
tEQ{HUb34c_QAvXet}2=G0O%q21%GGLIzbWoPckq(dZ_=P`2N$E{{a$GKScll

literal 0
HcmV?d00001

diff --git a/Article/Fig_notions/adaptionLines_zoom.png b/Article/Fig_notions/adaptionLines_zoom.png
new file mode 100644
index 0000000000000000000000000000000000000000..45e761aae8b5247638c0c12316b4783e3b6ecca8
GIT binary patch
literal 9690
zcmXw93pmsJ|5vBesnd~zq(dkpLR6%pS%kS1xoj-A!bWVIatn>_xsBgMLME4rZO9g4
zjXJs8%w*WsI45%5?BuqXZU5!;fA(y9p6{OL``+jCdB5MU%ln&t(G9HltH!Si3JQwO
zPWGM(3R~oFh1WZ_%Rf8YD%<5>+k;)f_6oA^uV>VkkK|W&{^<mZQBc?||8;l!mVD#g
zn(~Xk#5!Ma_~r9&ihIoUV(!<yQBXLb;B0T}eS;$?;T8ly@;k$9ck2BMPQP<Up#Q&t
z;Q8N!x4mCw#{Z^u$HMuYwvkT<^nm&{v)|JsgTL<)FeS26dz=nzsZKc+1|@}+z?Q^Q
zocjmYS_=ZgMp|pB3|QNVk+(!Go0~U2m=16_oclV0yGk}k&B+)HCSR6Qil)5D;&uoK
zjIXC!-+s<8ZVc$0cq<x9Mj%#2Z8G$i!5m6!YZL<E6A;G=o$bPmU;|QL5Vgn?2pNOJ
z8WFFwuU6rLKG|5i$AM;6*=zXKEG|UgQKE#_<}W#nR7_VlE{V^zJ**h%Xf2%)-<2-J
zmYQ>LUlPyf>N#r+Ci(xfEd#HML!v)17{x2UNo8|4zODnBtzeznX1TLsVOul;A#4@b
z78X*M`mN>vsy+veBrQ(_B!0=~s$6^9W_r+D3=iGUC=K|<g`@U0l<T8M%bhW_g?6Qn
z9CI1VCkbs?ru=S0G00_(o&1FAUNM)QhM)F9*Iisx$GYU|VN|Z_{W>&tN5z%(2yU;L
zqn>Uyzov_I^rRyVQ#Niq&GKg8fYz{esZS7k<(}_EoX?1#@{Lbs+UgC?K8>Rp-o{+Z
z<eSSt4gEHJfNy!Q^LG8yc?Udl>u~di&1AvH5^LM(?fB{UoXeoE>GO0NpOGpp%?AW1
zSL-<s`rBu4{9DLZt58Y}4sgAxZN4l2%U8dp(^YV-&8bRyn&XXL1#zH&En&cj0`CD_
zi>}M#8@_dSvR;v~gEL4gv3A9D7^-DPW}Hhz4jC4f*`dlI;xd4uca@LJ3NB@1{pZA5
z_F~J)$D)74L2cjWQ)MFA3sFU@eXics|2a|gGWrqajTS@k1<H<3B{@I{E2hF;IqVC1
zc#JXcY5<YlT=>+yvmPPEyAh?bj9298JY{WbKbtwwC9Ry2ny{Yhc}FL@U+R{Z=zfd{
zeUSZo%QT$>B>z*9!sH8;D5(yWBSEsS`IG6nYg5VPKccd687rywsL-k!JjVub*L2qL
zuT0>z*L26fV&P<2$|v)%{`1+w(78Z`lusGY@a+EH(meg!B_t1$W&Ip=7WYtpnkk+O
z9Cvd#PgjF=2AWw--<GDV5ygiRqZS&O5z#uZmXYi<Z}}2Ub+s^tvz)Zi9a$d5sNr)J
zSP(l7-rm9<xUy=q-h`-^x#4S(tDwv(JFv<%%G{}n_V=wpf25Np+q3Ok>~k8EM~v@i
z9gB5tA}Lpl{qe^&D8Om?RIU5ipC3NU*hDdh#Ix*)t!a{WcB})y*%?my&bf$#gU!ej
zhSlv8KJ^`HhwI5VVM>?2{91)TPpm(=U}T-*h%aozHx+Qh{h5xMlFJq2Mw}?MvNFN@
z&Q)^zgVxg4<<+ca_0K!*VrKfrVwS0)J*3DFj#T3Tw#d|jBvOz2pjhhfjMI5s+dQSQ
znMNk|y{i^gf`|Gan-@U~vC{4c3T^5Ud-&-o@=d&2wWB6MOz2!%<EQ4=7$uK=wK84|
z0o1poWbv2asN8_yVAR8K>sKS0+6flX1{|B29R>@cGPVtSMWze#bk40zOv@9bQ?N(F
zEekx3+xO@L+IwYxTBsOPT7A>sr5__VIC62^jZX;G7=>?PqOILXy!3Q##N+4qNI<B>
z*}Pca_2So7-(36-B3B#P@zW|g3_xyS=e8)jewCdZyYazg@vX1EZoZy#QLz(K`zU!Q
zBGJ-=dkLQ0bNp`x$~+j5f|rc4$7#g}IZozxVuLZET9MGx)h(zKQwnKa3|->r%|ad@
zYSI(e(aG@{c|ZIPpH`&5XvBz|8cAQj4V}a_d{jI+_U7BodbUl^ithI{HK)DC7Y;Qz
zlv!3rO>TF|;EAs|-)lHXZX9u%bbG><GINH~kM}{<s9Qb-o!~_AiVtvn3DaX*e|Q6O
zqYx4!u}@RELh}A)iDu26o?(CdnBQuv%}TYVPwq50U^9Y;E<E{AER^Khm|ue!lI^Cp
zo^thHgY~QZb34k1T}ftOhjgnuCmcNEwyr)`jda9gec4FcaGQ@b=t&K35EYD+4l_CD
z_#&e2a<lmq#YQsgexWDkC^z?eYR`Hacs4rz&N&B#95;p(t`N@i0)lCc;CYM>%L{hh
z*8G1JqD;rm&|~Yzpui=cl_E&36CRS!>W$u`Kho>^OfwTlpCjLUirF*OD?BagJ{&mm
zGP>pJ*EN96yiH4>y^(XSg-a!p(aCu;Km<aR#`S+)ep^8%@#1^aA{Q>5VoAct|G@Gg
zBCnNw(wU!sN8#P@^}P{#tS7skY0SnN8^w~{>H#_ycksIG+Hu65xrZeZ*;H}#C1+d#
z#lBMB{VVK?R-RO~8AOncQkkl<4^dJYzKf2$#z&Wn@|C-*=(WX!XGyh%7mg;^URxb+
zNER*Z#I7GNmLzztOq}}ac-;Yz?#nf@whIOaBfs2_GQCCA8d&1RF3~d?1<eB00JHBY
zrJ+B_M7pX~$D(eqh;h)mR!=nw4SJ!byVlw@qtmKFU~@@lKYF21{k|%kw&iyT1ULl(
zu!xr;X+Ph}-a&#bN5xm;sm9!es-VLW#TYSq%KT)Vp8M4X>2jy09FHDIoHzGs7q(n8
zzUQT@9n8ipZ%0eYwHU0^-ZB;jX^RR|V}?~)y7WR;@xG;JR4N}mpZ3C3YRGr2){U5g
zo4N2mc>Ub)onWvDpSV7=RE6sc1Bu<e7T>l5vZn@hWN!{!OrFT;8~!zgAE7HxU0Zom
zyH!2xlX8uSxth1n__Jfr>tgyZz(75N*SKW0gCA>*aW&v2WM`3kerlLrPnLHDidFE^
zy%e_}q}|nXVrlDT)TckvD*y#ibbLhHk!>xBlA^frD2b-)qQB{&@cop?37sxSrvq3=
z(q##lf(7N*{7OI1;Iy<r4j2dX5#Ef&hw)4GP(81b)R%L4WMywiX#OL(o^24K(c1tL
zl#~oEjv%JrUuPo(DO{A8M&q}q7x)1V#a4c6W~40GDV$*2$UC6Ti1f9usXC&P?!UQ-
zRSi0l8L;M#f9mW1RkMY({aaPDQ-30=-Fu`ir$%)QV-g}sFfI;fxdmvR)=a<K=%t3;
z>wIFpdVP`4CO;AcheEPm;dQ@~MB&0QKRMLq`?%G95<UhtoljeAOOc851@&PJb^c$9
zXz>xO(<Km0_HZO98dFJ{rmT(O&9L%x`IrRHyb{JTZtKCfAR28l)4|RpQhoo0VV;I3
zGJET=-!s30x5?6sn;~MKh7SWoH|)L=J@jmbB`e%-<vAGYARCcaLwcOBCRu%3(qev3
zVl?&3@V#e^(LysmJ7nNNLG{y9K~11<86DGJW38Ip?3)CUW$_2)?_7j_p%Ox!&zdv}
zu11`I{be6E%QQI~j!1q?YYENBwTS#6=)6H5F~4-}pg48)451s3Y*#g34Xf1H$wJ|y
zTi2#0&y25+L|<_F*z<MxOU5Gu^+u-O<+e_saXKWW^y5mZZ>~YHOdZ`uKCQX78PK5;
zhSC?+h0OC90oK1XU?AJ>uh&4yGci8TiOA!`aT9K~i85JjXA2~pIZ-aq8lNy3G+JL;
zzdlkM@JRC1TeQGEso$xOMO?p=e~OwimseO=LXvZipSjbQY@hP{HD{7dev~2cWzM}{
z#a_4T#|+;?$Zx9ziu9ifAwUO-@pN_%*qOZexT^6S<00qSlr9Zv@4<fU0UE<o@pE`$
za2(`ngIh@w&m&Lc52!MhEe@oQ`ADB{wpm-0qa|jTT<5)ZJAQsJq3)L&K(?b*=r(WO
zNtda7)Jt7T?^LF=6zDEmCro!{BS+^6j@qTNjp@f`*}7>{zNvE!BZiCi;JldRkClK!
zEBf-*6mlsnwV7FDYjUlOOr7DQpBojcx^z~dqFxv2C4pvQ&Y9yYfY%GoQUJK9VbjOY
z$WP)O_O2|?5q2%U9tjM{HT1cgu_CjVjKZSxjsQG?m*iDjn6^jXbXA>7>VT8s%*K7`
zv9ArTL>fBOvkp@%ZHMDObXHXW9@Jhq9;x&A0RA@_#QGWeZPO=Gn9H+bvGJWMvb5nW
zF7odk7AcH@jds?OL#oaImOmA@nYKlRPJ}0ewTcI|b@U5N5Je3F$mySa{~~m2(Km9Y
z#`!A#tbW7Ua-aqGL&ZH_37XD{+?Ck7${viYGfi7+JGr;d*p1rgKQ6{W8Ja7iPlva%
zh*Wt8a8sTQhrXaaX402VCjku$<HPP!SUMhN_j;lC9K+*KZTzLnl4OeXw%QfwHf3{0
z=9%OSWw2%>6|3SG@|&c@c06+-&5E8%@HzJ%;gmi>5-m6(v4p~M;Faa=Rmi+>Mn`Q<
zJts!aH?a0<w>$b%$YYv(@qHu2vxKcIzEzWSXmG08A6Z=s`*L^zim%e$LKxq<EV?I2
z2^&}1q(6pOsQoQYr7yQ4T4(-E0xBm!)7jw+1X_iE2oK@2H%e!^x75Vl*N$FZdnG7s
z=xe2l4^5^I+vL8misyg(3<M>GeqEa>x2==*1<`0o(E=}%(HDVdB670#d64*=LH5L}
z6xJd@4kw(ex^UEWVhzzxK%%6w$j|H~{Vmc*yrT0aW&J!H4}11xG$FMWHI7o<O7%vS
z8WcdlBbHG-<`V8E+~eF_i$1JXCKV&%TUBnEg`kY;;=WYQscpk!Bh=C@HQu*7?jtFu
z%%-{j=)c*HwXgK{Ne&Qhmhe~LmIX!?z`3^c+|W2JwPT&}R{%F#$Wk6Iafl0O98s68
zWvVXb31aXCL5XY{?eQ)$l^ZRisHcV@5C(ylUN0H@;QZHcK{50b#_1$oR?~P2m)7qS
zLY>1C4pnAM{ac0n3>iLcxrn8|Dg6)C<PBN&txNN_tEUckz(mO8*Sizrq)}Q4v6N=S
z%0*8C@(%WsN1NB{PPI9;TeycjP_9@I^cHw<pwBpF!_}-rE;P|iN09H$N>6P8{^CPB
z`1fRQwjN>0;rPn)wkGN6);61Y;pF_bzLYlKHo?M<CJpEG?;Ltccd&G0(%>Tf(E7Vd
z5ZjGD=%aVvaZene2Cto8(t$Jf+rtTjV2(6W9dKTYG)}az6|JfZCsaU%=IcNrF4;2o
zx^5g7Z#Ln7SG8IdZ^koLz}zmi7VqP@Wgz7hUgSI<&H@g{AM<%|!@?{=v{C;Oo=zdz
zk_3IZ9pUknQF>}FpPN!=UA^r5RA#@tC<wfHt=`|-mfGY2TQyrnUje9l+`*hSd3p*^
z?HG)nuW35uYT%jY&2+NMd&m4$u~<~Isdmo$Ap}?4rAIZ#^{rk%Bm|EUCc5V3q?n?7
zhFI$FFj+W|B;>F69@<OY+4y_a+#C1dwr_)(zuQJlsrdGfmEM@ukC?ozVrcC-2c^JK
z_-oYERS_M4mvd4_|G2hsUboSY3Rowi#R_zs3BgNC;tfzPBi{&TobqXhijs_u*C1xe
z-KMd7Q)N;K0ujGF!_4PeZ)u-EuNem^U)eg(v%I9dyZD46ug;IxWG%)dQN2Y$Z10c@
zCkw!y%@<hdCp2w+0?k?7-kT_`j%~rb<^tjX2?G(h0B&En&AFk+Y`SR&!g)^Rw-#AR
z!q`;=qAN!yC=nP$o!E^%^h(;)wnpz&wu2ip9K&P2d~rbWAtu&IIA(JeU&27XWCpQv
zCM>;js;--D4U&guVsCHiw>&4E#7Qh>S1Oy$PIzn&<0?gH3LLHMb<dh}5>SNjVM5j?
zrkJ>zDQgRHep<}VAGUwOt&y$lGDC84$ZZ<dgO|Zbz6?wli%&Hh5C+7fA-iwIO!r?{
z&0*tj{$ac&5B7Pez$sTxQRV8>25?9cY_K@8F_-=(P<gA%bza(YBLr19KWfs`arBzl
zdg0rgihaQ}C{+*pvXJ`k#uC@2%cw14<?ZyM(0)8;j(SB>#TK6p6OuPNSluVBQ=hJ+
z3aKJ_W<W;bMgmU4teRgm8*IkIT%{IWKvqP>tY!;r*~n9B9$h;!qH?tAx{}+CB0VoX
zKYCD{@xRZj*t5b>-~LWBRC%j(#B75@qqW{F98M64gMKQFS=EMYd)S{{F?N`>#OM#g
z>}QJhpp{^Dj@%<E#Brae&lCK@_2j%nG9M(fI*k*mFI8_U)a?x&ITl{T01GR>hr>|2
z<iAYrz7?4m)@OH)b!mUBGw!<)^u@Gl@it<lK2=tt`j`JM^4BlxO9?Ih{zaC|Ajw?f
z9QCZkhAq-)z$8#F8y$B<5qNJqc;Z<^GNHSXbR~=|V+KLiHr4Q;Rq;XX6>|Z!E_6w+
zJmp19hhYNBs_@98nhzyB#z<>ps$HJ=<f>UyQ0@z1Tm6HYAnoadwgB(aw-S|lv`w4d
z!1PF<Z{x%nq1VZu&{IB71C+$L&}j$MlYq8AR}&75h3$WjnKI8FQH^xz5TM)lfm>jD
z`J35uu^4-SZI%dE6*%sxC*MJ$0D1PzeWI)#j)Y<;7KRN~+W(DnZ{Jn!G(6ZCz0e$F
zJNcp0J3#`Zuux#eN4mr9lsd`?CPhY&Riw<ZkRYqi+4tsDz7r?Kh!RY9&*B3p`w<?8
zk957wq`V5~&j%|DzIy1UZ%ev7@$Ne1g@An3ShD5?I%!Uh4y<fsOlO1Sy|_!z3>Sw8
z6*aLROBz~zTYo9u_Os(UTyQUHgz6qYtStfgeK6@Oc>5*6a}x%h3~MLz>lNEAhv@Dc
z!EOAGQhe7Hz`aouuW<W)Mbw@q>wj13%zFAxjvnMrgNL9={LyQ@hfYRJgob@(Z#1&I
z)3mmfP4-M_X_x2=Q&KN-4<(i4Cu~ddhj$mq5$&)pdYK7630+C68ix)46dwj6EX5^v
zGub^+xMA9^ziTPN)>A!8x(5g44o8&u6G;?j>NhdNPb}yjo$yhP;tAh}Qy}EOt7OYF
zqMG%9!pwIL-}T+yO9{ocPce1`xo`832*xKJ8p<ITd!#IMzkGw%8=wfK|3mP?aMYj}
zOI{iK8=x=ZMgD-OtSA6MF0GgQFEq!cdr$!ctuu;rW37?+(KBe0v=s&=%vq7g%`Cdo
z{yXDHr8ED&d%#}XNGiNw2IZb3>?Q%@_Ilj!e^H_A0%2t3qWoo8GCFrYM@Q}-A`-@C
zPvDX)nPE9+tmk)Jj*ZvU2RC+JT#*?uOd|<kGC0oIix$_$JHKHq=<4n7Kq9Vs1<6&H
zg;V9YbhXJKrLx}AnOHj=s)4G4IVKLp->t3N@u<d~-aplaoAERlXhwX^(Y9_`Oe|}3
z%KJ1rx|S7sF*qxj@D)0lh6tKl_euyE^8m54{vKEj1MlMzV+^l^jTrpLkv*HRo%p0<
z<hLTdDA%~-D-3C>!AGMH$(DVc9DkB_T_gY>D+G!H11ERZHql`sz@FJxg><rvyfQ2o
z3Owaq>tp450c)Aiz~A_yTQz?`lr_b`T23M6ygj&)m!b6^VXm?EXi>C4+{%tCbuYC6
zp1zeDFGotr4e4oeO+PQB3>euU1CGB5(@*Cm=LBkym&gmhJQgg{$c*z@4l!YLJBhM!
za7pGqN@Jj<rn1WbBsnxxjT+(z$Tlhu5mw9_WUfCaj{(_nKbp<zzaNyMiKLG9puc@9
z+IOBv$+mn!sB29kWvx8(D4q*f@@GFdzLok3ReDWwC~-R)UDz<!jRl;uG_w#Z&12rL
zD}M-jR*1YgBhJF9m;B7o)u2oUD*qe4;yD~2u=XW>Jm-j%I_IkAoZI<Yn=lJ++h9)3
zmR1~L6@)QxC(Oy4Jcri*^t3q}q-~H(kbww4jnj8OqPL7MDN=t^pPPNDKDoBsX{O#6
zW~pW0gx*cWWMS$Zoy$pA%GV;;`<8mQ!?1t|<NY;_T$HG{vpY%2yV<HGh0IQDDHIXJ
zo7zn=Lh$$dyP90(ZJGd06#kFubs6<#T1xduKmzaHMTzX%DhP1rM#=cb6jgO=z96PW
zs@}Hov%@WRe3UVI6=wRl)%E7TnPWt0k9Mj4fn}g0pl&oCE^+d>E`T1r3}CegcWNFs
z(ERQi?~bJE_TdeB79Tqn<3$6Mc)@Y`A#GfnO{sRPZEbrLv78)dhdI5~zu1zgj}2T%
zihwCDPp=LIua&yqAt@cO!y~=(={su_JJ$<IYZgqSA|xVt$kGq%6SvX4Q;q88O{^J#
z(Am#~0bg|d){HB-eL3IV)I%ta6Z6bH-p#DS)QG*#Ux1HNQ{=5<ulQ%~n3DFl+l7Sz
z$$|#CDN>Ru&JK9<{!5g2gY5;XKsptcY8N$h$uTgYu#o-H9Rw6K_h_8sBhSn!rA>Vl
za5z)FK^#ng4n|TZ%~^*Jf}ARKj`%ganSU5K{KE4`{XN{R#d-5T1;Fi7$2xI_nP|tQ
zG{odY7gZ<~n?>e^j)2xa8dT%X*o0Zs8M|m;os7$Cj8tB=cOf3y&Epx61RRFRz^S_|
zv#(9HL|G~!3$_vFt8~c&d=I|Zbkly!l&h$zh`lB%@DtXezwgRSbNBnoCLe)NSX;~E
zXHik%CXGP_k7msoXU?(T83mUZYkE3Fu&#NKY#EFwA1zS!eq&u37!D8NKIdvzDVC%}
zZ-PDDz7nF8#R)uahrWE8Vp`6xN&UQ&wmpOMZWI<gv<r|7(k(=+{AKJHcJc+KrT_I_
z_uzB2y4NpWcSuKBEP=!~DV3*35`DMAB{2lCU1Y*0MMex-iCqIEgX0O~BA-XBT&L%P
zmG+68;zIU>yNM4{T5t7OvqA7GRHHOTughfXHfr__Nw~eTCVQwvD`zB~^MDzjEqK`9
zNw%jWTEOWbfM|~Tgs^aiI|kE3JpE`3nAmjb%#ATfeA2tzv+#*~!=TmCi6eeq4O$Tu
zcH|@sqA~%l?5=jOJW-DzW-Q(%#jz+SiU$0*^QM{ltqVIW$Q~r&F{@0RM7s=D;TYo>
z`U5+)=$CQ1)7Po5skocLSLSbSq{Bb_%nfTYf+y^4TI{2B>vEp7sO=i1O&cDA2yUw!
z<Ycqrs}gq2nPoQm9kK|K`HRMDS~FTtBHgw>KFbtV{09Yo$0sSRspDv`#XOYirBs<@
zm++oRw2{VXk2Rm{&YNK=FY-}`30CQym0`;6;U!-)_D|s&ba+bohQpS=CBNv~EuV^k
zw}Z)!ap1is?Ed_7wm)o8L}qEI@|V$dAzDO1G@i(O{9RLwJX>6WY*W!}R!v6c{X3O$
zqsPe#Hxg;R#s^01BGhJLvhb@pe{jjuteO)YNxQP3esm}6CGvjy$qddbFx9nXgjM7H
z>i%oicmA2~1R7eAef^+QtEXyE|AakmF6+`BK)s+O2rbDqCthCktVyC7*S*ap-G=M=
zt?&a#z(4<f=W^U(sUjYAc_syB6PTAbYE)g3Xvdz;(|YOp6e&hbJAn7{HmWKt7mkc;
z{xCM06lL(B+ydEPB(<<m%O-Y|M$>NnT=pg2%k$cuKNn*LWBsaBBlIA$jbXoNIZbBy
zp#MO{!tUSp(A09V;D7Z{v18m-v5XYkEeRZpkGd@KepO{H;dL_|OCv}2($-n!%|8uH
zcW2M|3V&w*M*xdZql*SmOAmAM2PLf+NHEs^xM$Y3iAFCUd6+iUt4~)F?qKd+q8o*g
z=S`a9!{P|A4O-nE{b$XDID~yZT+y!dCu`laJ%^V}FFP0Lf6GW?cN@Oe{pr%KEd790
zn;&E&sAxM}HJ~>2TUjD98>aLGTlr|JIc8c;zF8k%y35O=&^(OBe|v-_is2H?CK3mJ
z6Y-Jyz-<xhKam=3ABTHzQ8%+;flLqX2~Fh_O|q--zEJW7K`df}{|z=4IP@S8bKWA-
zOwI&Gl*A8?AS(;-n2*UtLbQ<bNT8E4Q-(^WHRH{omLH8m5?)tZRks{Dv6^=*H$v`|
zsov3`fAnR4yZBdM_W_Oz0clfT0yh6r(NJ*lF9)&;L|jqXqhe`2XczJYcHJI)CZKMc
zW!DytY4OPO?<#WkxWVALhr7LizeW;l3Fk@d=mFfBd3MRgiNSQ1^DwIFm?mU7wFXg4
z=DYLJ-h#|r1<mGroX!^ehbn(I4ez<c%GU>5ind<5q5xDXcDJMi#ZKPKwjUM${@(y}
z7JOvbM#a$eC@*WYs!iJ^*l=f=wEEbcIk~Hfh))>?<yJll*MkHFVdtuXs)KUO%r#A2
zTdH(s+~6OA&D$yfSeo@Sacf)~h_|C@L0VO6WJRJa&O&4Mv(RbZbHMb3F7U?8-!9i@
zhShXd42Xy;VDkqFA@2yI3lZ|W<AuVMsz0is$7ICR*%^K`f*UN+q6j}$1(~>h;wkS<
z4nj)Sv%Y!g3bOUsCJ^4VUqjAj#XoV9y{}(Y(!Tj8cURWr$C4xP^g0qfb|=v)h(!+5
zD+&lgaA^oJdX{^-tkcOz_LTR_B}MaM2XIJ}xu#E3tF<5ec(OKc$20!7a5dVTq@*uC
zGgl`f6KAc0fzUp8<TiW{Gh1O-86^%ySs)u+8@ueuA7aBInYg`lPJ1Kxaf#79w&Wu3
zK@ogCr_nnI8v1nYc{XC=%J|({&^3n*V#1b)NAuZlE`s`rpMQ$ng%}qTOYjm3SrmT3
z!ZNjP^Zvnr!E>d5e!?m!{OtGrS%8O1D6wnKDvcfQx2Uie=#{V<|9UJgZrt!HsgZ#1
zRCZ}hK_3IjXDv>q$H=L)e|03@gwbTnVH|q5$-(mW5qdHQ^X^=aqC^`ZB!HUuZ();~
z)|Ao!bw5fvl@W2TfLFS?eR)pP84aSe3MQ^$u4e$&aGquIr=@j9Zg5lY!KBoRdw2U6
zee`^>__`cvb>IoP#f-F}8<A5T*OA!@%V_*q%+PkLBDM6I#$FYW%jf)-e5Dro=)a%_
zT8wzU3EImCm8-?c<&9PNX^on)zjAH$T6;le0B;LNoW5(`JLBMaZJmZ1M4*~mm0QZO
z;qijjpk;8JUj)M1VJCrfBCLMcM41lp!WR=18vY<Pj@Fi5UBzX$$|~x`6>WfUT=4(f
zfAy=sC~0#Z^YPlxGCFD_7QCkg2p7i26i1Ow`z>%Kuc|bX<waiGYg`=R`0Z<RJJB0^
z5zy1A0d>Q}8ipeF7V7VdmG$~nQh+XQRSD<dO9-$9U$g}!GFrs<+B|^v2(pjj_y4rX
zpPAVc|NiqqlZ%nC_x)oM9c-Cw<ztC!MtTPLO@<3f7FHPfe$R9>vS!S$*C3oj^zymh
z=-JA->x;Bt8KA6RkW+~Lz4*v)K!)MLa?6Q@wNaXwzu)Dgrm9$cYrW8C+<bFU&xR=w
zWn;fzT#*oWA9mWns9!9!%}+#W8TTlj4Zr6rx)DzCv8;8<c6;LXnE7DNmEjUMMJwzX
z6fH$myWvy(ho`JBo%>badsPw~HV!uLO9&G(g{m6P5MU`YOUzR)+f0F%>3KEN0Uc)&
z$lPbZkP$N_!Br;gPj4R5HsJaUC#Af`x-YU&pq`@>X#s~-m#1E(mCl7~NW8~yE?qFU
z2KDKns<0Q$i;apYw<RF)Q-Tvk-kn8S7=?4-P-G>*N<~A$JDUn32`P&|1{^SVZ?-Q9
zcW{Ypx8xQt0W-UmET9y>)Ra8m(S0)0dQ#&%rnq`zofJ`y-Ctq>M1VTiyUxp6mnZCl
z<2>p37tp|+Y995Cqoz#6+BpwW_IT>*x+7}Q#FnJ&&Fa2BWajq+wIMmVE5683FFB$r
zSiAsoh8>-c0Lpz0aP;X>dgF&&t9hT3E^l~eYT47Y?ZvF%493CYl^pphkF3ZotYdOY
zErqd$!o4u<8U2rQRD2*Y)tWK=Du@xYM|7}%gDd<4oP4HCR@V>sG2w`!3i;|!8=gZO
zY0Q?{{0p_Z?|WD8t^Z7_yp^l1@egywhtGNEd#48HzW10qsEfAYR>UT@rP`p^m+yI3
zT(Inyg1M;uSISZ<kiV^m(~ny+!cOXDL*U8%tq&`twfv_}tKtLyAM5<lB0(Akqa|SD
z=f4lEw!)MDBBsO_Z20P4Hh-PK)oKVR1E#`5=xIF#$Ar~jyAGIa-;$0qD}6}B*zhJi
z-NtvyL5Y}Wp2egpQG|!rrR27dind77k8>g_z9gN7T4IQ`iB0m34FIEvNb6^f2UcyS
zB6Nn$-sm10I>c$nhuQ~Fqvc{pVqLvXBFQIl(Wzptiyek6Wj-$Y;vrD^<PXTg;{{bm
zNPZuUlB12=CZp)&UZFqsg4`ppcBsrhay0Xp!@P|T(EF)?*!@snGd3P4xJr>06LtPJ
zgn3V&ixj+q#X36YH58H>>yd?PF9YQ&!+0kP)Fxh_Jc84TH2`?LlWA<_U;V&X@Qn(g
szIY5OHzfi+R;eab<Ny4&S=pBP>_UpU^Q}|zr?3>99o+0|?JnQ>Kf!(yy#N3J

literal 0
HcmV?d00001

diff --git a/Article/Fig_notions/bswidth.tex b/Article/Fig_notions/bswidth.tex
index 5d1aacb..ba010fe 100644
--- a/Article/Fig_notions/bswidth.tex
+++ b/Article/Fig_notions/bswidth.tex
@@ -9,13 +9,13 @@
   \put(82.5,31){\circle*{3}}
   \put(90,36){\circle*{3}}
   \put(100,36){\circle*{3}}
-  \put(69,35){$\mathcal{B}_i$}
+  \put(66,37){$\mathcal{B}_{i-1}$}
   \put(110,30){\circle{3}}
-  \put(112,21){$P_{i+1}$}
+  \put(112,21){$P_i$}
   \put(140,36){\vector(0,1){10}}
   \put(140,62.66){\vector(0,-1){10}}
-  \put(129,56){$\mu_i$}
+  \put(120,58){$\mu_{i-1}$}
   \put(160,30){\vector(0,1){10}}
   \put(160,60){\vector(0,-1){10}}
-  \put(164,39){$\mu_{i+1}$}
+  \put(164,36){$\mu_i$}
 \end{picture}
diff --git a/Article/Fig_notions/escapeFirst_full.png b/Article/Fig_notions/escapeFirst_full.png
new file mode 100644
index 0000000000000000000000000000000000000000..54273977b711ba74185a4c1cd3e0221331776b1e
GIT binary patch
literal 38315
zcmX_n2{c<<*fw=rw-dM3QZ?OsRR^=GAu+Yp(o)ns(@HDmnV7ZJQbpX>JVc6`i7GKC
zv_)!4%rQkwNe~i*1R;L+`~LgwwX#lD&N^B9?DOvPJn!>9Z^Bb!{qtw8p5fx+I{*05
z12ZnJ6USe<Er0*_AXwWGbbL7N_sBMoi;J)G-w$`X44()W*PmREAKbGD&09l-<rP1+
zl@eu<s~swC*L`E6S}IzZ)vRP%oYP%>v6;IU8cl!m=N5{)ury)<)(*a;cV%=>H0Xi8
z&dHgMkNm~2eO|b?h_o~~c@SAqHN6%6Z4i!nSe?mu55wYxl25un=NECHX;V-0f^Qp3
z3wP1PB16GB-)xmeGrqO6z5OMvV$8#!e8|mVr_rf~|L~-pon0KK&^RXMXb_ynb3Alo
zJdt(=<!0sQkRf|pq=M+_>FFAe>Y5sb;?e18jnN-X{)=&T=%AJ1r#++P=H>=47)-ai
zAZq(v`^|VSSsuH%YX@>Eu)aOzj;KvbFfL!LLizcRw`s#&i9+TE`cP3}kJ8FYnc~r*
zA*DMyZuh<`cc2t)PN8$9MH+jEPECH#AAK4hA5R-@4y43g!<;k8xwBFs%rz*9JB=9L
zn{SU)XgcW=?|H%+;UK)9l>K(;CdTeZULz8DKKT;$1741tYB+eJMlj=n{&(V*d54Sy
z>Y3_>&_$OxLKNPV0d6!7isOD%7zkCmA29m7eE0N1<*owmBJPyk&&VzF*!C;|bbDC>
z`~5{tp?~7>ay0@@W08>1?(Izd7zst5vYyHlQd~!W&nq1HEMGA_;T{}xB@=qmdLTzd
zMkQu)TYjnPx2~_mpZ%U^{vAGwqr0erNN1vIf7OmOi)P6wl$zpezuXLE7CymjUXKC?
zIPdo7e2Az4B38fjW($kG6G^<Sj?%yKZk2aaw!Ht0nxJ)RHj<~Wd~q0^2B||V>aFU1
z2mYa~P2LKZi_KQS<*&X^vXK^ZkMx!;2mq&#)EeSl+cE;aECl51W=v`cNk4|3o2p?y
z9L{L&9P0;@Hfu5rNYVT?{IP;>sA%-(<1y!~;!!JRdm%7&*Kwd9fut`{S@{GF-|v~z
z()~7p6B*3qxry4;Y^nLmCg_&!%Nl4(*||-mgE{JIWO`k-vZ$JWThCYzMRqEpir5rp
z9zqX)jxB?nS@-j#K^aJZU7811%kU*1)dk<ce4}_#ry3$T^v@tM4>1(Jg(F;*>3KHX
z5_>g-*fIo2?p%4|Au{)A;tl=y+NI<Wtt7>tl1_Ujul$8l+MeSIq@wUOKOAnHGDdBh
z$8ZW1=<r>W*}!}E?tO2+IXa_(L5awu-{H)BSMwztE|(h$m{s6`swU1G_A+F8IqCo!
zpd=!1_h&;6Y2q#j7F%3lWe<gzXet&U6;!0tD;Hrd(O+giX00@3I2wI@^k;*cM#csE
ze?UHnU-%7|j8f~ajKfGlVS5B<ulYJo6a9|Aqbv5iT1Qe!@bAgXepG2p&7!Lc_zS?Z
z!{1MhauCE*L0w{BZh99f@mSj>CT`>lvLwRQQo8gbhLdD-7Qe%_+}3<~!46SuS~v_j
zfZ@Eu%T(7*G6~;`t8dQ_H;-l7D;&rKNLjRs$IOX{V=ytUrvC;O2VmOQc$I&OrXcP-
z;vD5c+Tu4Ux2zmXbJaAhE*UK=aUIa3w@>b-L!7cWG`3Zh2s7F}2&S=NKF!h!rx{dF
zHB`$4mv|I^DiO71e-x5GnkPUGpL-hILORT_3rZpRHjFu(33{U>IoCOmxlqs1Ge}<)
zxE|xiX>0eWykmA1vN^|Y6mO##Xce!1Kb@+r2quF)ZWVX;$10$~_yl`-M|Y$0A=MRz
zp${-D0QWQA#7MX-Z$10y25WY650PP^!>WdJMyV~%JLA^<%hh<9!%~UKCYnZw7;F|U
zp90^kWz*RYAjmzzYDoSJ2Sjb0jUgLIjX{l__a*4fFJn|xRx>l#BRTO6>&^k?vsdtY
z+ur=B7@z4S6pphMr(3r#Qa*)_;(R!2*e}sSjxK9#@;DPVD$FURJ8EVX`D^)mLmEC2
zZLQ;OqZ+uiD0&90hPGZ)vicp7t<%`ziQB-N_HU(Czp8Ax8H`Hlje!jS_2cJ!QM4<z
z)}SbPedR=eMU~_UQMIlq={iMDrC<!FlI=QirfS@~!yh%#0^=WZb<wW;L^*Kj1TH)Z
z-$VA;8217EOyYCncZHV%#t!OBL=2%J2za2~duvXa$}7$|LU*NOl}FzvTRp<s^XcZQ
zlV>I$r#DVarW?0UNFQOA&bIQc+vQc<vNUG(Ph_a-1nqAf<vCTBj)u`X5AMwSws^RI
zW{sx`?Nj8BniIxGAsmqq`d)j3b)zht5vj71LgiG3iN%cC8Aegio-7V=g2+55bdQ%w
zrUl-}bY9tCWM}yLHh&9cbxVXsA12uLan@+0(o@D!eQ`!Qduv~eQsjZyI*ay=iA-%a
zc~L+og399z`={G^m59H0)_-oBrOo&u=GYg*NLS|PcgPEFKD3Z3zT-ENp>VibVyGbN
z#1I+jwq`3dKJk!vv@-K$Pomj#zGvJ6pRJ|S_IzDK<2njt3qeKukJSbqGOP}Mj5Y+3
z);vSjb`wgcLv$L#qYl^jYl!>Ls7VmHRqd>O3M*N|H0|S?H*aDB&P8x5g8f5Kuc4Fe
z4f`_+s3sB%-9*{54djH-@)TJ0EJj4hFo)$SzRx~}LOqXjC~ID_*i4{3XgJ2MdASFg
zkv44T4Q^jq%GN7V8U*f*z*fBVjZLyucWhqHl`K;1x^dHr@+zmy3|1bnmTI=Y=&gn!
z{K?<F!4l1y)IF#NN_D=cXW8oq;w(l25D@(wG&OJFamTD8IVO6)UQEuN(aEtEwV76n
zm`_!nHhVes(U47#+?+FtN`xZO2Od`;0VC8D3wZS0cOsmiI`~32J+t{SeN<+}0k<7&
z9**S?^8Puu4{d)=%}!No-@;p)tc&I3=oK}3jtgBMH8+qmzcJ3Y#%AdoLuA)iy`TMV
zo}Yh5-tv08jYb49PLh>pk46{!hQ|O$Mh?@lrzxvDLT0OHYy<lj0t-)wMg*_{GsLVt
zV2{{D$=a8JP4A_NPHxw4ZP;3hfQDvRl5FmDY(+?nS|w0V%vV-N7oyY2_&k+_1sk`G
zxD{xNSo6LQhKVYeLN)nnRsWD=PIlsQoJeh#fP(lM=p#?49nYikaJTL)iQE>ymD-<2
z<hj=nt=7fmDoeU8fIT>tPpDK>q;D7Bi5@TU-!dvbG*oV#MK5l^qRfxb;}P_1PSHq-
zD5B(!V%2!@_$Fq!Ih*HJ@u>ewX9`_odtz_aohLnTEZk$XyGN@!CD*S_YM^=4+Q@sy
zLQ4m&qOyOTsW#kaX9!wISk!V~P&S{^bGm@M6;m5JT;sJDPt?+8(FNrXS|?MDEk~LX
zZ}<qiO#&-hAvR<C^}4yldUtwnU?%YR%#PlwaM|OcOkj)g7xR(*)$(czPVh-25$g@t
z)LFrmKH0Ou?e=XhUA}bb(t+f&jguXwf9!W(nI~Af6YfND$ij@HwGBr5(L$n*^2@DO
z*G9ECeDiA5yG%z?g|A4mUQvM8>e_jYhG=%r?2Q%^0&#jjePxlo^b-Fl{dJo3F;j~Y
ziVm2@;>SwbSsCvXk_^pLypHA)EXpkqG{i@Qg*kE(6oZ_4#8d86gQsr)FuDTU$p79m
z`E9L0Z9s!L0re&}FcXQWb+U8hvo5k;(I;tLxpP}YW&2sib_O)8GKM`~j<G|`G;{ih
z`t6)_52Ri7xJa@^`KWnCi9zvgA4Xw>c)2$lDu9W0BQhIBVf)IBa#0A?q_Z~}1GPg8
zWGu=#b6p+!x1UzG?5&0&4Kis#H}9GqqQQ0joifTT?QF+|du@geAke7E=l46}Fz?1`
z+ZxhEp_EdFK;v4tsnMhP)ukDY8@dOR$R5dL>$H(-0#P(kb3BDJyh@zl|Nd+9a+h@!
ztbx*7+cUyEMjwWC+9bbzANsM_%ED%=LW&=rT5Ya<8~Kt{0D|Ocs@4Qgfv-Q9dJy~>
zGLXLgqY41eQhz?Zds;*Tp_?FliSxt+w--c4r&=H6S;~jt_NS+v_XPOmfYCm92yB^7
z&8n}NYTw?N45=6mpPy(OJ%scLYHNfo(DHjUrfLe#7myh1gqYiu3}44P>l-8i9lw&J
zaDCIKPoMh1t{m))I(qPVQ&<P_gv>^hoTf@t#=Zg}+>i2YbbmJu`q~5eVRu=NuBLUg
zt)cKF2CvmOJ{~uFG^Q2kvv+_Nie~N^5g1@iq8%(?{_n%M@o^k1EQo++t$F6<A-y8f
z_X1Bo5W8<Fovv3M#c0}|(&at!_U?t+6*IQ(8jR@`ZEkrANR*%FH0%`&x!sXBabza+
zM6@4eD;zFY6yritJewnHhm~2`r(+emx;vWVA+V;~<&@BB?VX7ggoOqGG3*9o4&`dZ
zfY>8+gzVAiHdZECCe>pkKVOmLH?^Id3t30G4`<s&aY*~0J<Q#q1!nG}R9&so{dX89
z3^+rCG}*y}X~UfsguB~BTU7ki)lGYnQC1k%RRBCGs;#3CgROPkY6MsrCjXQ0QJ{4G
zi&>9wmc)w}qy1@{j$CQ%*04U|n$)BHzaIy&Lfa@r(%{L3&_FO1On5h)k{yk9)^8tp
z{yp5g|C=Kn%PyAdggC>EGV403dqmxlFw+rA#vNMF(MR9u2H&Z>2Ib*}fm`qzr~MnL
zV+(RtZ^l=SR>ohlL)N1X8#1H6d^AJu+{M+ykl(qtL$I781P>jE=V0nI6iP2ua0x_%
zHxEv?@}t3hA2ZU-ib;O@td$|cW<g2I5wk#F!Pn-<TS4<M=e33JI%mdF84goimMYtJ
zwu^kmP(y__OBIKEvXuMidmBr32JX~e-k9>8J&BpUgVqMTIntZDz>EIo(G%0WIBf46
zzA3~SGdJK_oPyvy=nR6@sqjqkSq@a$+T+%k=eh~DZKbg_AT90~1m7H`mdQG`sjCE*
znB;2$RKos=V0lD8AWZg!nNDnVO-_G=!&doaC%4w<4p|Jk4?L#qwyX<xt?;j=<n|`P
ziwl}uk$Q3ASaY0%t|T(O)Q=e=E|&6$!SE~b9r)`*KmE$d+bf_;m=p;K4`D{i+J>wM
zuG-EW0FvssSa@=_pf_0btZr1lbU4OqQIl&)i85ALSD^VjU_^;WmIp(iOz4jBL9>@8
z)nhmZPgAnIf2CLsD0f4INqGwSq@{})+3jNiS|VKQf#PAmx^Zt}a|Jk7^E8FeCcIx>
zR=<a<&|s|lm2YRXajH6EZMRLa?HBWuVh(mU-J9Tghk}6pxB1S65%jPlUig{MG8ra+
z%rm&^A(49Q&@&s61xDJzuWIi1<N*SQH;DCAM*T|v9faDM<s;dviwZFKm^B?(N7oUp
zj*jfA|B1(t&i>1`^%8Qr6+CIcyVXAroPulrIAD%=R*rQSYKiFhZEW53WD#ZUHd_fQ
z143VBLr&tK?`4;EP6l&<&7p>O1ir-fZT|3UyRQFf!ft@|X#Eq`iB5~qG*bh<!^Y`R
zF=qbFBO+;a%8TYG)rO@CPFiZS(=?v)>t#-WWUyRoj>ku9F;jML&jXQ&69|QH{X+qH
z^P1M)^d&aR;jO(f`EOcO{p>B6Zew&nq&R}C(|T%f>tKsl!s%dZD5Xo#>G;*NVG{dY
z=oR|iHcE*8&uCkMeDqzL7e$oq*L1+-Rsz7BX<4(WJ?a~Xz4$D9^28PPp`#P55}B<>
zcg%GT9cz-3uu<fEpcK&72Z-IZJ^PuM!b1<$0~`2zb}$p8UXe3@o6n!EN!hb|rb+2F
zOE;{rzU%$1C1XLX9iSvf+Y5NFqRBe=midEJY1*T5WD<?VMut>{@h)6wR@IMIjc;5T
z4?Jj{j}BWHT0sI4yV7!aidMV6xKIoy^PkufCDJH|4hRYlkSyMRCt=SXJ(`Mi8Ai(S
z;_nvEwl4oFNN-zzHrLOuz1O1?Nq&aI6LuBv><db0hGLr0F{jOKk5}NIl$;3SDmySs
z3o#UNgeLf^N4ks^b38l%!&;=evx0|vNvDNK$<^rJqNscgPURLAa`75KW<7G-QtwuZ
z-jLG-d&GINg^I>FxmBxB@lZ&J*s>S3#!8fhS0{M}X3rmyCk7T-fo&1W@y$FQRLX^B
z!Mp>SJ<96k+^mXg&%oE)3lq?)(x~!l4t#p&tcoM9*S|!?`mE9F3}~(zWdBXXvyL!=
z&8eMXfP_tzTA75Y+|Gd-Q)-D?vY-9&=M3_CW4T-tcyN-sXRkG8sJ}%1?LBK66V2CH
zh`{hZUD09C$Ey#&2Ug<-@>%GUV%Edymio*XVt1){(+UD2y9$7K$3GYh!eBB9%+0jI
zJ4N_p4+@dM*jNmmJ5ribxOwyDuJyYMSROxL{B?5?n-*%9geIPu**LqWK^O}+kdu=$
zc>>?-B6t$pDSK*05naAJ_2(Sz*ERNNV5gSSh%S4p0d>=PR!r3VM}kf(dn0Ey9EA)t
zuWr`)?7tF$uRfgLltFtABqj1t(2$V~d_GX8uKlC*I^3acEwj}QC=WZxj@3sq?mK%H
zH-v5F5p5JfT2rFSt%scj@acmey)rv`-apJMY3#WrJ%dAjt;3agGlTLSy7T68d<ioe
zlM0X0W$F5&efLQQ#lw*OkI7W0cFOMP>(!oH44r6dj){qnSQ#DzBQUWwG@D?W3s|ez
zfJ(DX<gjz>8|oXsjAk`J){huJ=4}s?E!?MpkQLvWy!OiCkEcqDPas{E#ij%HCPc<{
zj;i$)l1$PW0<MvMV+)vR>02r#qQt%NfmUaKngMe7TU75GwSlWKwX6wW@32jp%ubpe
zbi02aMM~5rni?g`)J!mcq=;*&v3l=H75A;DY9n8e;=$1NJhQ%Z0U~RGOxKL|kF0RW
zQe?CfkoyVDGl4R9CDlaPPn(oO(*^u5ou3|9tjh!?HiLk@30v!R2i10sDyo{U_DV(l
zJ^vIfeo#3_Q`1@H8MG|mB#F9Kz<1<9Qs+(u{S#8mei(Fl(`)IgWAgT*FTqkN&$WkB
zAlf9H_|os{D@0^`o>QoIk`vDrbv7(MoPE7|cO-wRud&)J!he1N%=8Z3nH@PQ0{3QD
zYP7W^_uOba8qW{_yUrZQ7`E0pXdmVfT9I&r!vz^Atg_!}pVm_y#dBENZE3%6%-M$?
zHX3JfBr=V)gGt-=thK#ry=hNMicadPA$0wqNHU5_o;^6LwZ4c!)^FFJ|B_}FOju=e
zK9@>aR)8^$Umom*tO_|Djtck!CK=`S&b5fctzK`Dn5CY&>YA`!0a*EX!~#>92Zv~8
zZ8G<F8S(8gBZfzi)o`j-9k#T0@^Ro%`?N1m2{9bzO0;*H*`+}r``XXAha4~ooC7?X
zvOTKP#BK;q?=x3mdP`V8zGbA|yrS0LQVLwp;Fn#U3?%Q?8(`k0o$3ze>=+3gH6c~y
z9m5aDVeK1c6hlbAcFsNp2GnZwo{w>w3~Y!F+u?W<8~qQn5p0fE<Pj`aHS%ckmPCs;
z$xv*pTxdTeg&iJ*IEL-o#0!P5(qztqJgnvW=_c{vKpel>EZK4qsFq~Ha#GhRSK2+{
zcIPS&@^O1OQRX<&OHYfN1+DZJ@frsO&u$eNl10U=4a+GVT|fE7MAuxNzR}|u5T|DE
zlM>25n)%X;?fJwbn}!(~%_DddHxu_CwXc<9YLAvzC)J{E!PuK16sBb60FmqJ;6cmr
zL}eXoBqBtlr()lIkb|U(na7>gop988e+FIKE^7aB&2G`8_l_RuaCB1(&RKx?XmfT6
zBW6;?qb-5mNyx?hk<p$~dGRRv>qE7jfyjakd84e&cc+h~=P!?8i+mEH_*&&fAtQCd
ztNz%>4|!R@adw3KPAT)TGi<7^h`yCU8^z<T-5sKzQD;|RhSA#%?;<K!LRE^>_7M(`
z<;39hZsWP~cm;{5E`$JsT9;yFZm<%7Spt_Bqo3C3;M0AMh7I{)%ZF|eFNaC5M^!ho
zdjwMI8-3t!4-9(<`ry{ls<)d4PdhnDc{zamq^#H7{_5D)ITw(F@zYX)N+IbRm@gTa
zY=h>S1L3~fFH|&K)b}+O5OYcbANFhL_uw`==i^*u47H$9cDM@r@G@{+Lra~8Cm<sS
zaPA_;5p2o??^8Nz#|)?%xR5ZUgnxaKB47Htuf2Wc&Sfj``8#&J@>ONlYC%ZnUhfK}
z&85wRpo@1wGhe{r75s3ZQnB`W=hvJukbuT8Z5E+tP_BKrk<sWi-M%_gjJ0UB@%@q@
zdF@c*LGk*e)LEuh>k0&}xz7ruM7m(><!%-47f)kVjQe5Xp}Q5!O_BRx=6dMbOmR6+
zIzw*9!dL9CI<sn!iDyeuV|(%Kc^Ng_bgR#_MC9HsSWx!BnF02aIdk_|RSo{`!L{GO
zySms-uP(OE*VcI+t*=1mTGol7c8zKv89_+1@)WPetM!xT(Nn9sHBBDH!Y9AfG#Mbx
zgd?3TWo{+sZZS`qL+e%RE?ZW_SB#D3N}pcKk5=c6Fwq^bs!aE&gWr1y`syMjWvI3<
zlb&{U%t9CvjZuj9w#VdMmaqYk+;+CKa5`+B0L#A-L9Y81jqR?q!w5(e8=5RJ1=!^G
zvERXnC3_eoSIWBVB<i3%iB!x$D6#O}G;rEgoUmQV4jaB&KGgAu&0CjWGLo9vwv%2b
zq5hTC3PBvgytR%Pv#r|0goRmVi^-2kfgSsolfYr}3;jrpt?DA``qhM*;VsMFCp&hT
zhjE5MM{l7I0b6d_MbNIU?xwoEfQdrdsrL;3Zdnbc;IflwGEe`|(XLacww#zR)-f@-
zch`<pEz{$!%(Pi%WC;+vn&O1OooLDWpqNP4=_d15H0z0u<4n5?iy1+!HtDA~hYko<
ztb1w<*Qef~kgxNIuZ5a`?N?jxR8F<jp`ySMYy=eQxb97nF87_;6-(duri5$6?U+#w
zc^so8XJ7TM^rYfS>R75KC(5>AEv%qJGu+ag*X;ON45but6tnpTd_9<+qwXHT{#uc)
zr|S!fp>`_Bx2&)8&oCeKWz)6&(5NZSkKH>vy9vT~HdgP_y`xsTCIgR3N(1%5ctZh1
z@Yf&D`W%nG`jK$xEiA4vFPf15JYL{f>A3WwuzT&Nf7!g%VusOKYtG6_FtL&2d6wM2
z_XNT&?k1_|^GC9JW}_JNT|blRd%gu8#2$DIvpAwP0~I#bpLt$8y#Y4>-_%uDk2*@+
z;m5(l%Ya{(55_PBqtqR8k7MlYt8i2;Xthc~V)BsD$~4N+THhNtz^BhXUN=7~)Ee_7
z9MRLpb+phFRO^Vdv6pXifPX+=n!=Nnsj2bMf${1Zgt5+aOgU&_rnF_Vu*yRE_)^0o
zm(_fUFmgGlQO=PV{c^0~JiqhGULDC?q4>_Wp!=Pxw^UB8X2D<2GV^s;meqWTbr4!-
z>KJD)Q^aV}&KPPaU@YErw6?1d)Tj#ndX#~R5Ng<2^R5{+hUXLE*v9eIbY_f=CM6l?
zeTWk|#d$$n@}?LY(R~jc?5T#xZ82U}OkiJHlmOxhdLlk|II>*rYVxW2Y;vX7v(48$
zYK<Z5K9wQP06?P-%-2)c?apdk4ara5HBqT%DPza35wF(J-Lktpftd@kdN-nIBfZT1
zt8bYp(8-KCtdas`e_p5z`m#4<(Ek}Qe0uI8m;{ObopavwFqUQCv{{kA`b}<SIqd?b
z@?Al{9R~5K%(coSyLZvb>!1_hsLWd{#4Uwi<Z&Cl&Pkc3&({00MEL1pxYw@@D#WRI
z2Oq~8V}iQh8hZQ?emoN>AcPLK#7u`s9IPa>J#X#cry8HofWdP1%)8Vy$jr=<d3*||
zgSHMkJ_XcP_8oRcT2sqg{JRHyeE{27P;2!1Gf7K(HH9{I`ARBhoB2=~Pd~`6p&28w
zH}L(TExA(_A<_G<^;bp4+kMtE+mTLMTJAInt;p%p7W+@|88pH^+Iy$C(RX^gk4?Q*
z%&}u5Y}c*L4AL7)GZdo7TEui}y{D8R#uD4QclOEoGprIGg<uu4iU#j&<XR@#sOi)2
zq`OQEli46aY+#k*X=Np=A8C`G6ywOFwrqhEQ3=i2&vqK)D(hZ~my^+9V7|kNdGA;`
zoYQ9IS&f?A)sx4AFTL0>vxLlUZf(_2sq@8XK7@qcj<^q?#84uMUcnDfMRM(!#s|KT
z)KRAp^hyG@-(B4P6}AdU(dm9u>C$&Q@Q?I(le6y^a{wvlm-IQ1e!0~=&9K`l%CV53
zpmPJKoGU5Z8}HT40i4^@3u{c#+<EoiW6owP@%;Kd<>HHJ{q`*IuPP0lu;@WPgr#7)
z%)m?U;hZM+vRJ^v_Q@Bi7%z~|BpS!)rabmThvuJ$W_<vZM7s(mMJuKLld6o>;Qx@X
zIDgHwp-h|0Y1-y;j_{@6jkeE_hQ&(!Tl%{Z@$HpGXC5?OQ-_OIWY6z|ugz6Te@*!Z
zC)e>IV3PY!z!7i-%6r#D?RyRP=hCNh%Hwiao(=_NN#@_n1b=*nT<yP$1iBP^{m*EL
z+eaq?T;8fwN_5c6^46r}8_{)X0Qs8t#J94sb*jK}7xw4g@@i6wTRo9%bB<yA!mADn
zdd=nNI0a>91#VT0T(0N)TsqpaW?3cBsntTb46vFLZT)&XeBBWISgPN-2OxeH$=ft0
zj`_2E3Cp2jnZKIp;h8(yt5=_%-a#}w-)KzyJKtXHBQ`0P@zcHUA<uC-bn{Bl6~U98
zR?VW<i&bA@JXAP#h701&&T)Eyt&nnb?VkOZ=>$gvo<cUb()(#)UkMLo<a>re^$KUM
zx!#rkc`j33u;>Xfd316dgcV8o;eWSiBXH+GFM#7;@^CX*duYQdxf59;x!|<zwA|mc
zD?yV28v#S;UR-zcp7*RThd?I3uapBeRck37W02WfH&Sx7I94XtA(CccdFS~4n`qgs
z8dHs;h?HBI5a0H!8h}VkVi$Bh3c3yq%aa<N<aUfwV@`0EJu0pN|5o!Awf<u|3|4F-
zS6~c(FSk|O?_lnYR%*2vC$Dt@th_S*!RzQJsh`)yzvyqa`4ox*WMqP(#sz~)5gzWf
z@(a<tF4bv<3#jitqqMpab;1NP8aoS(lzU+P%|3NkME_d%uOT+*y!g$l#|+}$_bczl
zxb6swJT<AW`;&4UvDdFPtai7_HXyr%ABy%Zsx?f*dmJPiD#;V?)Bo~F(92&+%A7|J
z40#23VF02Y^>Q1Q#tKO_!@ycj4m?&08qzm(QLhgJ^Xk<jv<$%2N+U=PB6$C~eV>%y
zQ~Dmtk(a4<7i%o7mB-f>LuR5+tjmCtn~8sXcH{crh_m9E(<*)yVItk<7jafh`D%6b
z_*hEK2hY`reAYz`ngIK<=%Qb%)S^<f7ARq|(gReh)8Sv3r*Y9RS6LAAY9>!Zcp)1S
z&F9G2yz1u%00)E&E81L?_g@Sa%{ELkYP~?B*2sc6=)cqT*}*0TSdY=kKH-mbqUs?v
z)&2<)-HuDop`1%K-prUw=l`w0KT9ek&jyG#iopF>t4yKp-5J!~<kEh5XZ~NcOkh&R
zA{A*&wh0&$aUniwQ;z)zDq70f-`jV!uL(wr@<QkfmP&R+uFpx9)BX`B>lI2hfa_1`
z-#l&g3vxcB>emd|@_S_Bf%|O?#MQ<an_!=vN`ORyhpV&+8u?0}QvY^0vvVM%4g97c
z*d^*F1@Dy=2QfPRukLlm=h3LBbuUG%D5|yFYjn(1r2h7WhAYyNiJ%_aPkHC&_QgY#
zOo2>Mb}*l0NTeoO8XmP|c#$F&#6B%L>a^yf6U4XZ2Dyt8tBuN=hQL7t?E2+7PeNFO
zY#sC_#fggaQPb|20`wIX{p#`h8T=LG4Az5RN8@(|!|qr%KJARYBnRFjz$~+OvXdDn
zJ8>VOh9JqnAX`>i^K9a&V_oN|qMm6WGm3034??~%v08wDjQJk<Op?w9wY*<U&xt>N
zti%aT<*P#TRsUe`V;Fzf`#L%aWuCqrpG>w{T~t4lZq6R49VQzVhTB8C$?A5|bcYd`
zZso6pLp+n<KuYUW3Vx+=76?zSs8>1*o&L?jcW^}Ijz}%k6n-iBVUXaPyfr7;zZ$Eu
zF-<QyJBvAZ3iYb@p{QfL>77^qYOzWmE-<;dYUv_=<1wUI#9^c!efF(?b1DXP<Y@G6
z>aJyg7*Yf_jai=ZM^XG*LPz%mpMZ6eL4R%ArQh=&sjXJkX-s04`AsEN((U{jwj!7M
z3tH=pFJ{ggsGP%Wsu&h0(r{rdAb4KG&n=8r3plmd(j?ZPtmr99aeQKTY8T&8y>vkA
zIj~ex&#?HP6}zq!`gc|Y$aC8#(#n{xvUksl*aK*Ih?a)_^pAv3kE%7J8IB5Afe!79
z@+pv2;NH%cimY3hq7W4Sw3-`MpCm2})yD|Nq)#SGk=e!qWBa|$0kUg8aw|=ud8H4g
zaoP6h-j}P%a24!{S7jm%U9Az9;5uFSRZZ%?Kbxm18fug`Z6Wr4=St(MsKa&BL!-N=
z$%8PR?<z<YM^oA7ZKp)zY}Ma{|GQaFswsMSoea#&RN=bY{IySb!G<R$*Y`$pSoWg&
zRaSM;`|9}qtJ{Y)^gxV2m^N}|zzlj)CqLQ7POKdIH#A@<1Elb-m%P@z8GTZXQOh^q
zcF!2}e$N#fMXA+@@Hft#`W8)%eALF|S}u~e)<(P$pJSRS1~i3X11oTE^rTy&E+h2c
zHN;LnYrv`y0)>cYDG*clK$p~j{P#^lKBc={|L&6RJ01rq-?+4;CTzdG5~bELKmB~3
zuGYo8_wo-VnV^X9U{{yK2AaV56`sft_FopN54{{opN9Sh`+mjh)Lm4=8IJ@sEDn7G
zc>g8e6Hn6_Z0-N%AB7s<B!+^&)g7!>c{tN<`I*RQ|I{yDziE+qB1oZj#HSe+suLe!
z7v`F#j}g~KS<SEgO@qifg9e2MKZ(NrB<lQj&c0X@+WbETpE%6#&95$bX^oa~#eMss
zUZKT2-<hPRB~a^gfy%v!R9f`2)kyoRJ3N7Uc5bs9XcgV(e-PWM55)!KZgNf|Rtm-P
ziq*$gulQ(r=K5&s_f-ca$*;!Z{X9LXmZZ%DWJ|jiI#&8}rl+i}Xjma!MY`YLsg$Tr
zt63bV^~8jnByjtYjumVAyM~%dDSh$A?givh_eII0=Km1lp&az_9ILMTtA<8szu;wB
zGH}i4VSnag+GaP_{jcam57{$)B~wZH(<|Gj*9ow9pLbv<mGzD>qSiMZP#Se3(73Oc
z8|F%$8Vx8dUdaKcSg$=COs(6Z!+N`^wnb|J+Yd9~HDe#ieiU_iC{hrep@WH73??Iu
zm>OFn6sw1kZ+zAsKAVnPRZ<#Bfp-q=*IM{O19O15e^NVl?El-#o)5UWJ#s;3bEf`i
zRsjzrg&B!{EW9wVUmfsRsGz{COVtg=O|peHk~iM$+LZ=(IdR8<nr3oR2bG$#vdMkq
z@Sv7kG2=iQZNtDd@hjP9X=o)UC_*T&IG6o$9LK&tiYbBE?nSrpEsCkiBND=t`jqVs
zwTWlTq<|rqg&kvnTpm)M#PRWQ%-wu^rB=S|eN0$@O*`~HIC_G9pz>1sU)Iv}mr@z`
z&7Y)zXa#rKe_ZN)BT!a=cXg`LLVnE;EcoZfXIk<8e)2>9<^2wDoz~`Ips}GJFdjsr
z)yeo*`=`i%>Kt(DudyukUo#;M1qhXQNxqCO%@fMuHtrhKG~Tz>$AkrsPE}HkK+`h`
zzhgbS<XYLw6DaLmfL&E<9S!iZtc13ojIVB$9zW#*6^$qeI$T<A-S=K|PC7h)24AFY
z{vT`kI(e77O{&9T!lR@u=|bRRWFF91NdMATy-$*{KQ=eBY@4nmsO$d&>O_#TV$}`d
z9`}pZ@m=W{Wzh(}8HaMs@M=)gCf2Of8Caeb;gOUv!l;K-7g@P}uC89MU=}?8`u0QC
z>Fy`a-iIx&O=68F2z)PYB*+Z;H}BM#k(6CneMKm$B|-(&d)V70*EGvuTPB6fe)#{u
zqV&V~m_z0!zU2;>u=OH9<=S@pgbf2CNzk*MpEOVpOs;>UPbk*?*_Vy`5wLJ3z((<B
z^5_cq43e=L>iDH@F$wUgwRVHxzn>j``>R6Q^z&)01Mc3>VW)yF_0zc1nv_<B&v}?o
zn3iy>^M8&zJJQcNnzpFs-H;r=6&!SMwg}A~S2xt!y0{IX7%n;?aDo!l$3VfuO39a<
z(MBwL)5!m&Ggl=aa5p!)tSO~{c($wg+`d$YpWGI^qJMT7s@)hdLQ+VoK3WTYT3HNw
z;p4g+2$i$6f5xBeMAiE)<%4@JTbCGRrp_O~rB9Lj)p%PYCT>>2kuq~NqHWY5pU0`V
zR$Hh>cn7t4up9~sn<3zZ`<m<I8>F#(eOuIXiZiqsQEgh)?+1YKSjRhdNm+H6@pm?q
zUopK~hiCqK$Yos_$cgbabh6ya)Hm||=ZYphfR9<zK{Fq!^Pqj05GO6bqoO&Gy&NWf
z$xqGa#(1(z!$sxW5H-gaEe)d6FBX*wjV30WAqW9nMZn|Exu2jfGWS$;Txa-lY;THN
z_wNKzK1_AmvV(v|SOPvhqfQ7D<{u<$Ea`7Xs`@bT4Ib#4w|YLDIF?GOPmUzM8d2D@
zlS|l91aIPTwVJWjCz1bC<nwtpI)S5QJ%Xl73_kKWrTj)6{<wc-RN!;lt!QuyA<OuN
z-^B{O1&<1$w?zh_G38k4Oh3=}*Pf48)vYqmxa9&G`fP+oBPdtSv*kobMrR4wQ=~1;
z#yrR2m+birN3Tzb<N#SqO7Hq<KWq24<EaK!cRBr?d8^NVA`b^pPA!V<mKj<9?L!?)
zy$3dnlgjy?@G>yGf-UOFp!F=|_{fnaxc&=G(?H*R(VMYzjkN(Uz$t;%0OvQYs+45R
zdS`=jbSjl{FutuEdeduUH!-SUGc@=CfT?|>bk!T`>~<ERfEnGER!dc4EO>GY{q<AB
zLh)xfFJY#z^QD?ubS9`ZCD=ht8IaE-2Z?-&DO+ch1!hIa7KnhV^j9f1WE=iPpvP-J
zyZZ+bq^#q_wibV_U4`Y%QRx1C|LOm{ey*fmY2fd$odun(Sxi#W_hTBc1YdrYGG?gX
zK0Cs+JcZG>i8WO%Re{Cd^{$Z@YKDHChG=<2iAjDI|6Pp%tn_KDo7xv6&To<*_>>uC
z=vOpEa2kq=KxJ<s^DU3~y|bxQ*{)V^6`vao^IK(v)aCJnznzs`o50TYP`TY&O@B`W
z)@?Cz;RftzHQbM_>Y}A*ZPCWiB(njZmfR?S+d}`5?h@7g(D>33{(7h@WALUV=0sky
zO@yhs4to5#p_1~6^@l3wUJ65#x4`5dS9y3kBlHQP-8uUGZh6-;edEVk%e@2c@YS3l
zc=s`WMm!k2ikT}CrQFA8*ad8*NGGNs%^FqfA&vK4G|(gBE)sfGa$WupYE|<D@Dez0
zEOO7mz9zuLNK>AZCuv{Bv#B6m6R4IE`sKqxSRzLI=K6c$zs8|UGaF@qM9Vfq!MTf&
z>rlI4ZjAG;J@RT`-+S7eP3TLT@CGO~QGcn5;-C|6;{Nvbs^61vV`jR|$kp$4aBoZy
z$=?VQoA<W&MHv3g$lIsRbcH(U#%P!E#XFZd)IxH)C29Gc!$_BdyF%{^{XTC?g&-Bj
zCH|iSxl>gj)a2$&o;YZUEwU|N=|sBYl|JrR=?7Z!4eJhIPGgjUYmLqSL&oFMg+p2*
z8VB1^J|+(^(ZpQ4*OS10!RP5Z%zTVs#}K;5671r0HtJ+Ec??=}yYs2`WvY!520tz;
z^ISwLv#G9rLryPQcy97(YnyAPMHJs$<UUr9u2(vHq4a#&Ijjf$TMuyH&+$^EnBJPF
ze^fbhv8l~q!OFA^Jb_%)w808pras}Ty{4&ymCW*eho2mDS_ps@Px#C;6V*|j1NKAz
z%hhgr9RJns`#KV7!#1k#mMAL-{XyNc=zg$}9OdGTzZlNxf?jWwai8;Szv}(&$5x6N
zYVFwiv+ij`M1*2XUi6M#r0ZD@sV{Tn5$7D*N=20vRdK$v3NY>-@b_drH2-IDwg2gw
z-yGw^nYL(gK}m$Lr}AAWuY87Ty8>qU^+fl2w606kNk1iP|8bKW3^(MH_&nPW_-1z0
zQ};ltNB>PSZjZ~wSNo^!<`rYmAS>N2mEj$;`q#5)%wQwxTj)SSncT7aJXP5NIE|QE
zzVH*_mq!@5;@ovLj$G{TXD4QVki8NJ6}xfc=-t??yEx)Ov01V{#R?^h5Ccn5*vpZp
z92Txwqsbxts{$0443{Np2p_&QQ(brg&|}Lloy#z3x-q&#yOv_IH@@F;B2e#3r94>G
zL1E^4%s8@h{lB!;<*o8-$4loW8|1t4WNwI@(*+s2#L-?1`extQ61fe1IFI|sh_S`9
zc6u)A>+;zdc+EiVWLJYRDGLxO@C+~+k`h3JL1v{v3$_6<phU2C41TED@gy(=7B4EI
zmI9quZ>1{5Hv-oU=C8ON9FS+u9<F(j5STn-s%UoLTu_OP@|@?QGr#xuz4#eyAV(DL
z`wO*H^&*aw-`Z;RUu4=H<U<_nao3X%r<6SXNHgEM|502ZWKEU0=5h!5R?sSv*W1f*
z{<N0Z*T?fy+ycV{I2qMUEbcqL<>vK_WN+4*qu-4eD|wxfA4sOxFV{t5re?we4~(s$
z-;^Cs*Yf_*62e}mh0j-tjzF}<cb+f9dY{jP15Y%Pqorm9I`Ps0vOBdV_et}rd*wk9
zK8z^waQc;6S6pxqQiA{-A8s;+9+mv3O(3Ztn*5oE#A$hE2DS3s)prB7*A@jr(tZXs
zg9dx$n~i3r%APobrd1eHDQErnTNsMb)*ANtoGz?A;oV%MxaQv(R^Zs?i}bEBRWXU7
zX3GKHqt&qXbKu;NK&nT}SpH8^;8wc^x(2TA`7Q<5oUFy`f4cFf%=lPB;J217QNZFJ
z-bVYzb13m|{e~tLr!k-WFstB8MGv9SViW)W!qWrb^{7al3;LasBd`3Vzt4qSnDg75
zF(Kf6HhQrQct+lzbGpGZRw3}<+&0&&h$t>0;00E?S4*1S0VZGF_r{)n(AzmC^2Lca
zPNbaicp3R2l;~^hb<Pkm<y2*_t{#OSO9)QOI*F0B+=*4c{owF?Ed=8Z*voGZJr&f3
zx2Dybfm<npGY5X26_!-sJhInh(5+5-WqHQHj}!~a6qflP`A(oLYCh3fbRWF(NovI|
zoQr2h;E5_zaH)+r%8#usP)L5{4~%d4d~j#BnX>RaNHxge*~e$BUm3B!(^FH!kDk0;
z{1_BpJ>4b5P#60M0s}&HUqvZKI&a$vrO;hM>lG*~3DZHK(U5vRRvFW0T?x!b5VHsi
zFc4*lR$tc8hY!v=c27p`flfESg?nnP>$Z2*B@q8+MmNu@+~<e;=iHg{Z@0$&ebEzO
zEDpY9>W)+?)gjqi{U6G=9--N02F_voD`~?S)%MB?t!zZ=@T1zhfQCny^t@Al#N;x@
zEomj2?fy{>BmPhBEK%07xK=wBQgTozR8Pdgkai)YL%YMx;Y&>3<1`(rGuVA>yk5vB
zzBxt{=fUc4G+jmdw4K3xagn=0Ht*NE?4e=Re&1^>_&tE*W*atR*Cy={83iQ)ooXH4
zls-E)S=}mL87bvIgsFNTTh=xgx^5K<E4zM4lXq-MGi&jizi&|fZ*Nb%_jE(rFz1kM
zZgAWHWHdney+u9$LBq|UkdTtJ3|ZSxW_C!Av8Q|E)%M3NK`G)!1K`x1i2l9JMU1(D
z288y+h(K5=+Jr8v3vf4*wOd=~@@qbwE&Eq1djc9Pi(-2>7N^NOwPnS%U;h4lPwWk3
z#kzefy`PVUqU0Cgu!7_(8C&-TkmbUmE-|Qa|Jo<A#{!|R@9be;fD7MWf33bEe7=r;
zsE`##80gcI)_A)9!7zwd4;pL_PLboZDeEr2$&)V*v9Df11dn^X!}7#nd)l%<&vDOb
zo5))6JkSWl+X?P7e@9U)(bL(){QZu!W2L|i<0rQUU>a)0K_f<L#c3IG_Nv>Et)(7a
z>v{WS-cn<j!L4;dE2|=8&R4^K;ekg$%)vXvD_oh5`|y{v;kGb_nStkc)ng+q5V=3Q
zyqx!$1A#!eRh;XK1{4S39U;Z!x`R#ulP_u7%-WRVv<6?I_Nc;k+>popiWT6x5&Tj$
z&U$6U@xK?}1>@h$IhAyQjc~uaem2ZpWwl7=Bv|=jGXttI?02fuO9|`vQwjhV!&pqq
zPqWo$;Sm&H?lB8>YAMJ>NzKBl>ozqSbl7jbB1Xwx()a}$C3Go`j9yrwaidcF^YKGJ
zHj9Szup5n20nm4j(-PI1Q_%-<KUZD=Zdb<R2A*JjE@u2D%gM0!d3=iyPOZLG{O+t!
zN!szfrRIdhDEfC&I!aR7!PvaVx7KG-8pT1&g9W26X1?~p|E+TDY4`4(?qdAH-S$|J
zc3X85h<fgz{xU@?a+kealu|+-dF|X5#b%y={656y#vqY*JTH`QGQQJK)ET}!A@TIT
zMYt#NsvDxb9rc4Qk4@lL1ji#@`96n$6m({@LuC-ot*YkBmNM2(Ql|}<Lm1ywoH0LQ
z2zxG~r8tnac3<GHH7AzR#yJ@Qa9Mx9i_7&Z;K8M#@^okWr{v|ePrbCjkPP6o)=&Tb
ztYY$ulKw`zMp$0PoI#T&IlQ8V=jttbcmm!AtJw*eNjB8^xdojNIXKCRKNO3UIJjye
zS_pxP0zR2dAw8`<y7xr2BSXuK6oW!fc98rp+YO3#>|Xu>cH^2`Yx2NA#dJ~6+O)K^
zbWyU7EkSOVp0SR96RGHFIqQ+H0r4ptI4`2=ppxoyhzTrXh}Ni~*#DP)HM834uB=W!
zhV+wdxRAtYAC!tp6e}`AaQl=iO#!v*Lf&xN8`PDA_C<vxS>n3J1V;lf!48^DShGA`
zhvxPX>rul3(2!EV<Gf0<>=I@r%MtSfzooehX35zbBVWQO>bX^j;ZTBy(aXTAxl2>l
z!VB+jL4*Rjivzo)q~(52W;Q!#7F}u+v5Nj0o%ZLM3;u^~{HOY_RvmP_<|%h)@zT33
zcL~q*aHdBU++|u^EhoKL<|R*r_n8NK4Beg0&RQ*=tv}DWtxq9!cb<>EIu%=XZO!iP
z!9`csz6?3{rib6%5w%@97@Zf^*8im-^G}{x7ZO)(Rcm)r<(~Gw+C8kANhMDAWyp)Q
zoMEa*_RSpkB%Z!iTw_{NbY)_?Y8Xf+tu9Yw8!^C{x#ot0Io%g-6;UqAgVCu!wSxJ-
zZiQ<Zy~gy(T+5eAw)dN{vQ^F0V59TpzWcH52>X!yuj;w&%;k^=)Uw5~%btcxi79n*
zT`ka&r<TftIdfg_kM1R%w^44=RM&W+tBLy_%R91xYF)d`CBWOUFvK?%v=5AN9pI7c
z;CX$K=}@Q=D)#jTSIqOxcp+|$c;OAbXR?D_bCkPLNyd<Ko!VC*DGMK0M=bs?$j?8k
zpCrH9H6m3tVh#Az4`02U3ymBoiv@;SOP+dcLK^G8@7c~&QGRI6(^|6Vb|&8>^ZV$Y
z=@kdKGT-rSnlg~bX0e7?>eXMko+6Fpz!24Lmg5D?MiZ>eM?z25zCRH*rjkM2DT9wm
ze8zX1-UZ~Jk{eQ4*}klYJv?Cy*M{ZvXDZJXI&VM@NDSrOYueg|JcFf@<0r$qCw`Vj
zq-+Q~@pdxqrZh9K8s^Hh-(}!CSD3=D=%CS?@qE9Do!Gy(#^dKCuQu&N2zdM-%aCRf
zV`4ne0vjPea=EP(Z6+=sK)W<jiy%#TC`w!Vr5!*bAEw7IP851_Aqkjg$a{OSI<fLk
zK)7koqRsCtjzg;tq3k*f9YIG`7`>G0Z^&w|>_3*Tma-H+TLmN^3^|@Kj?1zJs^<JO
zun5Tbr~Re3B$&SfDupSmz>~KNNxd~lAvJy=9OwiNgfPRc#ec4IK_rJ&xa9dY)F+hc
zT+tr@+6KGZ7YMAP?C>z-32Hank*oj4kxLV7!;N=xcta!B`NpF@IVyrrJD6)m!tP`w
z|33nt2cv(4h^yQGa-(y87ytJERe949wK%(s#iYG{H}&ub*@j;0FROpRQhT;;8ZIyz
z@(7Xj;vt*}909^V7UaJ<vo&I(rLt9ZcFvk>A?mW-!Z)tXsG-n;2?+svk#zquxpbuy
zbj8W&ZD~E@FUcBOy^k-Z7=QF#w7TipM<)<2ls0>$%s>(H@sYTDnw4kPc;+0N2DzTG
z@P{&7M_4!Xblz;(JBEj;_i(ioHi}Cy1$O4jJ3Dn7h1Xpt*zw%6MRWO|BU22khM->&
zZ?gYacYJMXu3fk$ixn-@6nlEA!dp7?MXOFbe>R1W;WEN@-r?`?{|&PZ$|$W}pSu2n
z95~{D{_|H`^x^)62n)Y+$1S*@MTsQ+g>3&laNfE`!->{k;WVWNyO!Xtbq(=qVBtuy
z#eE17=BN@ML)ty<Vhl?S9t(@AKQ3Mw_hD)O?hD#k+0fO|@?-4m;KOFC17;<ZRDTV}
zPDFByxbRNR0i>retqA6qdF@{|&hul1lzsoxAwqwJ^TwFQ9|dTr7n~c9jC3WOSbQ_P
z7-WSKqBWbZ|24jT3SRPA@3@e8@B8_r9JHk<ILJ3&eO5P2X?lOpK6(D+ZgrW4#o}T8
zITC#entML3F5eS+A$iX<<Mk&EpLVU}&Ye-uZ-3ca+n~KBE!VmBS_9K<-HhTqF0MBE
zc|I<P0^sgpqaa(yZB!`C>^sr(lGw@$6lLSPP0<IqLC5+vKPQ1w(z1B;&aD6SD4U-b
zF1)q*^TA}G*I$J$&%E_5&SB@eCflDKx=Dno`OAeYd2l4eB=vWmnJ8pw+r85C`VOY?
zpZ3q^2LFB6Q@!h)l8)%<9&Mf-bD+tMx$S4D6bENy&v#<se_?2T{cLC6`|otYOpuvy
za{jl<Hv9E0tcQesv~2{}LfZ!P0yR%v?3jQ09*x};L+j`9CSVF#E+ZvIxA+Gy&pcvi
z-31m-h*x_(EJzx&^+MK6h_7cg{TOJd{2A4(Lf&>oq?#j8O`ew6q1E$K#*soZ4x2ts
zqrCd3JWpXLGwPuM-+Mon3dGDmd?h93b=4aS*NIs^=1;#SPm`hI06X~3#m=1~h5A<k
z+C67QC93}#x$(jk&P_L22<G!X70%;%g9csp1wl&<;P(z+inj?#Hdy{!_wxG*dK<-c
z^>w8zuJ$3;yE-I>mlbV(>SJnwlgerB>ZJLmHoc*niKEMs_}iJwqAhB5$A*gB^U8dA
zx#S=r^6$B-zT&kiU7xxV<Fzpq3_z=Y4Dw!oHGC-m%-xQTZWepkCXid;d7T&W5+h2;
z7x6Kw8DP<tQml{bV7WC7p~$Jl#*>0!p?n?Rhfd`CM_RuQ3i!_paH{WAqQ0jr55ndA
ztLgab+`hk2E_XXWIw|)$P-+AE(&1zbmn+Zh&)Pa&Zpn3jZE8|cBiTXkgE7zdw^gS9
z6a610?{vyU>7KyqRjtJmgQ2I%HW#^(6&mt9UoBcHJ8T)vD(~tro0?5YK>7VQ^J_nV
z9*}XfHu#|b^WDo$GhO+<ga+>iJ(mYBZ*QMyJe4ODU%UX+R7PCawNAu-P5j}~)Ve~}
z#DrJA$Df{yyitqqeY{|09ev6m{ri};&)M05q3y2)JkKy+b7R?(EpfKWUWZ(_8Hy76
z*R;d$X*{D1UVdtBGQ_oe&F|O=moU>-8K=cP!Tk#OejnW0o)3AGGZ;Jp{(R$&x_a_G
zYxn;^z$52!$|Ub>u|MYzuxYZS<t}Vx*3~CP=@0f57u2=?N7Q-vv)z9GKSrrqEq9Fy
z+M?Rp)QAyOTh$sZwMUd1wFzR6YEdILMT}NawQKJ!W<sghv16|wX8dx0?(cp7{(w9l
zxgOX1I@dX`*YljK`pSlH{7Vb#;+~p&NMg*mPye#3d{Dv*+>;4e_fG~YlZ{p{Z$*~`
zvGKCD<-TeX;;*<aIw?_x(44c@#(X(i9!no#UA!-tJW>o@Nguc?nfby)Q2JWZbnnVD
z`U3N~ur34vAdyaWc_lqmfs@aC;kf^`?D0UV+}k#4W@L%w!KbDxvBA0RkTMTZSFk@_
zMYO%H5x54B^%^<BCW9BlD7!Ofc}2y!RWccQf;C~Pp)(uyW`8#%ymC?b7FxrnTH#_H
zsN@}Mc|d2yY=m9LLyN{pv<MgLRNze2K>B!f$v}USeFl)D9DgQfR?stVwf*om{Pkz6
zG0q-Tb4<(0*-bCTkBdLIg<U@5l~!#OX4G+Q-to2YLdMk+FX_7%dL*Zw=`h13{q*4d
znOLn=enG8o=jP31e?KbxQ~U5zYK%21a?gz=p!zEm0S-Fr;lFsy*s6<P8RV$HCX~&f
zx%OD2Q*iI|l_CBzC>xk2QIs1-plzuKU~mn+-rBBizfc@Vo;{-7`6uF6!_lBNNzny`
z|5e|$^RGuXVO}pgZG^hU-j(cZ>e%UGOq4)3BukcoLT#?ktOHHHnS@$--ncM=;Dq?y
zLhRjWQT4bI4}x&Dp@7Q3=Vz}#9_|9kB8;cYY3UUNf!)~^V1Y%Tio+rNLd}GqxVgXU
zq7iU+x{lMq-#V2Y$cikS8H^e+t!z%Vr$OSgDd}z<Z8!N6@>XaJBUwebPHE-9XeKY&
ziuY0Ejb8{0Zr>G;#b3k*{&kD0?+yj(*%Q6jw!A>vj}t1KtCY3Z*rUr{8loR9vAtAS
zi{i;X#xU{~Ei3IP$NXfUYsLpyM@3%TKTkLLHwjBy8G;FFO$bOZ+#X|kRIev-<v}`p
z@%kgP_O2^kZnC}tfgCn#t|X@PlCyt=Wq}D}Jz#9vBy@ybU3DK^I(ul~CS=3@1%t%L
zw$yl&1Pe?e$hsC430T5H{5<PRt6K+#Ga|nFJj_0G$jFMxawnJ+4&H7~pZjj!XFdeT
zLee_HuL7;HaLJHA`@mnk2yeP(GQZGIoRd_?a%{3+Bz?j{+s+ci^ylV!HhNzx*)q@4
zo?CTq9qF&l(xNN?W@x!egM?O_RTaeRo6sI20G|FK`M)wMts77at+EiFv$*r9lmP=1
zltD7}X-6MH2l^Lk;l~eIhyOBuZCGva7%6S(eLRUc7dp|K@j3!795SN=i>AncpO<9T
zNCmO>i|AtG(g#8S$kRqW=(+a!lUnG)@k8Q<0jPgb9JVIGP@DfdqqmL4Mp`?cV-F&#
z<6__iV-Ye+)HW(JZ;SmXJ>#xpH@PaAE&>gV9vQ)16=YkcWffNM;JNr3*xJsJ0q_Al
zx(ROcIy>5We>{8Tn4-1lt+%4r?wl@+deN#-jVKbbF5B22Oi-|;qCCGMdiMZa8**p0
z>VG~tRrj2|N%4u8D#dsyy-Yv2L(IgAux%7-`3p|JEb5N@Jf5~=VGhK*k-!7I6UsDZ
z`Z1yayY<U6Eg`|Pa<Q*G1~)xYtEzzQTh4=tJ&zd9ES=NrdDRbAw09VRISdcJ^Xt2U
zaW`X;rdSu6%U8PWRtL5)`US8oI9{iv9E(8^5#?c$Oy?^uPvo-zo0%HcLvxFBo8fYg
zNlgigMYta{7nWm1h6QViN}HF>{%6`czDg~A?X2q+S|23&qZi#$X=PZ#^~Eoj$L~bT
z{Psl>L%xyyZ6idz9vv$&hUpGp5N4zg46&N$+vFyl@O`+KmSBhLkqrE?VSII~IMn}-
zkqH;uiY@5KiNCo0MBYuF8h$1tCm6V~otPkcR4T*SHFF_T{lv0n+R2zRXFGVn(8K9z
zu}S$|`WBvgqp}E36MZ^ucplqEWXTgAo5c5S8u@bTa7eWzg(m-;Z`;Y~9y`vijfmp2
z<z99$Rie54bJ2Q>zDoiyLmsDCMpQwmgfZmi&2a0N;{dlP+{xdub%EcSTrrkkQXaiN
zwe77Z86RfDIA?!Y@Kz4I!BX^gH*E=hUh|)PdbZsJTg}SP^1hdQkd&X*ykcdqSITv|
zc~=|AJ<wZ^5)yzxU2h0KzQ=$1+>jrdJD%4oB=OQsj?n_1#cadmYYR;GJVST{xXF`&
zh>W5A(gjWTD?At7hCF&4@2<Qf4a8ASmu0a|v1?jpVG%Zn4K2NEnk(WsnW#M(&l%Er
zN=>+_C?`DGS^SO^bnSoYgSN6x?kVOYM40uw4F0&D3cHiT?U0bA`8Jy|jyX`P8epAb
z4tVNtfuqYfjsk+il^<&yT<vXJef=T%b(R(|#2Vo3#VFO?V;{srFw`0LUDtdIZ82@c
zw0UQ~;r|bxh=wf$V;cO6qi|V);0g+Orry!drXL<$;alI!`4y_aO0dE!%)7-TO!)b=
z;EP1m{)Qh%-`pE1<e5cQL~<vvQ%u8V5OynbgvovMp$Z~K2giS8&?)COJefJ;tNkL9
zMdSs~L_-zCg!b9a%8MOLq)4;Og2VkGH#od&+T>->G3NHz<3~<mHcU;sU|ko_&Ohd1
zLJM~0#u%V#qY4`x=b8D*6VW4;G8EYg91XldsQ@tg)IE^BoTD0(m&Xsdp&WkFRuh{l
z;c5}!&MlH{AEMZBlVeK$IP)jQ#sG*3hn4&TvZzL5pZ48ARHea;#1m;76FC(IZ%n`o
z?Yf@`y_KonendyqQ(zZkhJnH>2MttRkNgQJ3|q0mj;o1Cvc#D0n-zna#pZ=mP23QO
z3^AMS2SEqvntn8%YO*JU3sE3^we?frVn-K0oNDZr`|PV@_WexB9M|pMq-HE>%2CR6
zG+PTS=#;!-5Ku$|yku1yZ#OU)DbX<+$d5}049eiZ#9yjp6AFynVEIw;q7&Oxp|hf1
zR|d`Vr*g5^d;p%JO0eNoPOw#!$6wM@nhn2y^vGDFF9H~d<WXK$|CAUpX_j#)mfmp3
zX#oE8%ii+FHJ}3hYP!a}!B5Lax6lce+^|N$m0{rk$PLw=&gnKaCVS1v=89o~et46J
z7!Q0g5K*IIJaR}E#Iep9tbu*|XI+=)$e`3jsMyGoT|R;&)>JdwhZX7<-zvXC^}>uT
z7jh?{*=?cf5t_|md9KT+UL-5*iop3ms)UXXR@P;%b*QF(Dw)Sc=8_L}C#VuJ$UWgJ
zD)ED&A8d1X!7SUc)wq=(`j$H6G!`)E&^L=bCg|aqUF34#gmK+j+zI#pJO2FbWA05T
z1w}HtHloE6zg!f|yr>X*xGS_TvjT9qA0{b~6NThx$+BdOa0|qF^pxLgIQA)7G!R7x
zS)*Kw$jqgdjyy@2f)OwDh^oOO_w09)_ZnhzvQEIe$fU}xvycrGCsAH3A3&mLWxOjz
zq;Y`Bccyp7PRs`2rz8BDR^2t`*yD?N;Az>{o#{FW$rDNB;i3qewD{4S$mZGR@Mwj%
zH!FEf2zr%Ma(Jc0v_Ts$FFx7{nTCLs>Gne~coYR^!#43x1*@eZOU&~fxs;{N@&AtB
zpkX57;`#i7^n$FgJt)w#zAM6ok$>?Ms~KClNt<ta-5^jnhcD_&7j6`m<zeks)H@)s
zc%Q+~I$+By*GRM~Lq=QyRs8+@smHA?PRH%(a{SM+A?njmjX=te+d@Zl%h*!3@*4A3
z`@2&Hc)d_INI!OcWInb^W%U!Q_KTL29-e~Kr(xx;i`}D98^}!K>N31{%ke<m;}CXX
zKGl0!$z8+B03_=j+O_FA=*TX<{a7Aw-o*}RESy-gJEom*=NHAi>l8q)`JuR10tEgw
zAjI0s!F_87#zbIC1CV>vUa~``V~yL@onBQ$1_A=(b{wg$t8l(tKD7W@HnUV%3lDFq
z*xADsD9bU*Q?3J}RxA<z{B$+6`uYr)(T=Bun4*9>Vt4d|TuJ+}?}@jP?9UJuo}1gx
zH$g6P@-q?S(*trO;om<6Goo-PnD4tVbc>Y3r>i!e^J7m?H+;Pl63-8`E=GrJQl_W_
zy&2w4;Be1N7fi{+AGCv)tooC4S57ExnO|T2pxL?N{@3PXC6OTtFU{Q)82{?}@~OO~
zD`%*iUw-6n6WhS6M;4L)0EY4p1@wxZ2VkrmH1xo1QwLR?{ySYe!Xy~a)t?Mx81sfW
z{7efeC=SOC)p^A6Pv7g`+>c*hO`LE|->U%)*?SN^k398il&jvk>O(f7-%GaYJx6?K
zJaAy@FT}oOc%wXN?7fjD8lGjr4?P#GO;+8Y=zxrmaQp4HjV`U3=ZtHe^=bu(OA`8s
zhe$;(4aA&=;(3RPLc26Tk<4ao9#4@?7Bn0(qmuczd_I2$xSsw|fm;4<neV|Bkq_H6
zHuQkKr@K(4LZzL06ja`O4`JVX^>o2DujYRdvs+ncB@?6<KyaFOW}kLLF_>+?HiVuZ
zMNVj#e5<p+4Z^8Mi%k{@K2&2^^c)zTSZ0?E^MjbQY@4~zPNs>g+GtR5N2QW{q-SMc
z^h-#%jh)96+4XTkwvS6Ag^srgux@@XlN@;p_0!ybK;>Q<y1mr17aoLP5ELp4fDb{+
z%$4o74^J|s8}CS_N(%0W|0dHyK4>nR3`q|>4&kP=j@moLGzrtktj{O(>>6f0u%)>l
zcF3JI&lm(Fi+kyV9KKh|j668mwpU-VRj}J*Hu^8&7XJj~V8*~m^S!>xX>uCBww=|m
zLAnPTQuzz4Y(hOHva#KbnToixo7sV@n_UC4Sm~Ta?Ow~7{yl$3_I+n;wE|n|<N-Aa
zupQ9mG}hM;Mwv287$UKMsI$wZ8}%$>QmTO)EUvUphq6NQM+&vW4=OcwVFpXC5iG`N
z{Zg}xG!UU}<2AFl?68R7@j!uCL`~z#pbB4Ee@ILY*kL;yd)Xi3_wLF2o0rS}J1;ey
z$#xz+i-{%Ms$eCv4A#shJjZF^Mg}Vc-Yyx-{d?wK_Xqkeb+XlZ0;%7e6)b+gk25W}
z=ER?Dm`je>GG2C{y-G~KOnydnlR&h&9dMf(v6ayVUD!VdY`c?{l;+2*pSQL*c)WBc
zZlxKk!UsO%Ud1hHMO;Wve^^{A4--^`=2u+)%v|!Lc?fkt>UU;RJw0zMWQ|~#CEjJA
z9+n)(Mi$A1$9m5NQ)|B<OhdI^tfksys&x>yzg=0uOw&#-(J31E)+WQwo45D_-F|$m
zpxZONa(sq@HS$2MXNlD{^lClR+;j5T!m#83IE>Z)Vw_5%eZ3E8{Ll3k+UEue6X2J<
z3!!*rR#fd}GwkUMN>+|zK8urhMwGHi$+P1}#h|gW-WCE<Dmg2!;{%(?cl3v5zV`8$
zAi(1z$%C&;#*CdCJUaI`EK3FRD^lGuNan})M5m_1u}8mUNBzrkOoPi;ZftbQQmp5?
zz@8MJl)&=Ia07LgX+i5BgasZNT(*Cr4I|#Y1RnsV<u;jubo~k2GX-lDt=@pL#t!Kq
z&PMaGA0cNwb)v%z##>~>K{6X$%g~!SiB^a;!AEwFnz#{2ZymEYPI98G&zasqo4*|s
zVzZElLx~THf;tO-liwdW=t6D<`J(Cct~siUEv^)rq=S}&x}BHCp;f%#m;Do+Rp4yN
zlO-M!PEb|8z3{@qbLI5u34Q{klOkv)|EPX2U5Z-Lxn=Q4$?aLQ6Y>y`;lh?y*<<n&
zomwvJCJ@B0nM_F_{#(f2ti{4t8habVtcEKF#u1npaL9JSTX1Aj2S4=Ac0hL&dqMAZ
z+j3iNT!PKt>S$_z0(8eEnF|a{LCegiosL4`w-bY6cuuc^X%K3F-Da}mJ2GS8HWZ5s
z5;WObo8#p?xd+tTM3=sf4A^wse&zu%GQ9df^ylpvU_qy8`V8wThICqpO4{=s==#=a
z6q&r_E4koB2Xh=4<HY|?J8I(0%$w^jsfa%7*?W9{9%@KtAYbD+b>x=5iqRhTDCmVC
z#+I)K7V`Ar8YjUUiNZD7nslKfw3Y#!FEd9P;P;WR_yjAxELR0@$1jqp<CRA96WrbT
z_GELDb3H>;Ws8K}`Hq6#wv@m9<uq}tzE>Kgw9A%V&P}obZYO_Esa&H}&3()<7p-L9
z=mW}E465Zpa0dzIr+xZs4&=QwAEu*&e&zqkBM+D9E4)0<@Y|l<sh9!v%zERWn}Ut1
zBAEQdmDNOXg#?aQ1lu|E+AfL#D<U2D254)qC=@1~xs{8-8S4d4B4oO!+YHNR=vJr2
zA&d5h68OK)|H$)0E+#SJd^SSCzG!Y|c}BpOQB&BAq=h|5%GC+tJIYiwXHRMXf$$$`
zcUtO)a>a0(`_@+%?L7=hU0&v8%wN8J?W$o=D;AWlxE`_=VyME@d44-Vz+w9bjj{YY
zB~DQvF3vM5nRLZRF(hj=*LtPo;*7vpMFkoLzf<Wy7gTXuC6mVbL2m_wik5t$8`95K
z>0kyZQf~+}`Ua6`@T^Vy2_tfV>DT|bc2HEu9UI24mY#iDRRO@TY>(O}>@{P<UdCGj
zf&4#5B#w=&2qjpA8>u5{TbC-|Q|&?z7xq=p9OZ!mUKgZ@>K0S>3)n7%Xn5CdpyX5?
z_-E1bMls|mtEQ30=0D_}RKxB013cY$hcoDZUXh)7lLLE$hvv8t9~YxdIP}}v;U-^q
zpSE$6O8*a|?^eTaf8c5@zeHfUx8@{@wrrUVL+4CeA**CRXxLjf3@e5?8-GwlDuVH9
zEw`wDWEs|&)2E~9tp{7zD7}Q;i8Hc>Bu8in_g_iuHal;^G&PbWPzPKnxq?%4q3dZ{
zM)0Lzzqux#BbpbOix8JH%deuUD3|S>@_$SoSh652<@9JvXH}~?p)1TQA_G5N{`eDS
z<raz_HYXPgOhXAX%5vo`$_i>GTpLJ~@myuSfxWwSfkVVOG^x&i(0uW@xw-@W=De_7
zR={Yb2t2TSG9XwMuxZ@h>qO1S1+=600r&xi=**Xq;J4?Wr~v(P3l}E{v+Bki5l+rh
zGc)vfMi6tS`Gw8Q%fLH(LRoi;w63R=X=d|Z>zoWlDLx8S_I}o=^?#`imGsXp1m<al
zsG9?!+#|gunn0+xrF4?0{))@0{<(*mjBMV@_+y;=XUrY*E#Zkj8_1WolC+&os=_d4
z-`kIT(o*jU=F3_Nvqr36lU4k2xmkgRo2XeN3|Rvc5*A}z>jmdLV@2Ke+Z#xuRS!#C
z<+TU6b-8tm6|B=HbH<R{hHzlV<g0!%<mGKB14-oIIXGU7Vf=$o@b$cvN&Q#g38neU
zFt8sj<$vB~MrlGT^by9fYfu(H-!Z2{|Cc=42rlJ~6D?JPTP*NLUQphO%oT9_*fhk`
zXY`MxpOfco+Um+qU=Obft8HFfIcaK;s>&01d(>H^ik&?fRtBAg{jn%?dngdaGgkEp
znC>CpQ65HNKJ{ZVV?w$WC-4<Km7P@h5Ifq44;s1oCeY_}Enl^$Kq=kHzk4h&Y+V2Q
zEBKCekWG}N&<u6qKJKg)fkn9nCN8=|3<k>kS&w}FyfL4k#!?eh<w&CGOAR<9Bbh4k
z_6oH}*|*ld;d{p8d#QEuHpgT+I2nIYe_LL8Tx|471B$8DV<D*nmSCl$#gWMqkOnw3
zSoIhAzlOQ4t7m{wn=Qe~a=yfQhoWm$`4tZ3LQ}5VRrzu+>+hl%7X^s}urCGW7pN0O
zAl_qW{LWMON@55w`UNhTk22-$Y+n>zIX7T~vOY^`%BIs*@_dV={G>FFbsf6O>i!Rt
zDKvuOcRWRR&&x9Ok-02>D?ZaX#vJ9BDvBHT4;~&;?t0yj2=T9&BZhAy!N$|}WdTd0
zl+3CnuUuS?Da=!-H;^`+N4HVb@nu%rbhnJI@KQG5I46%Io5*(svSCH)W(ljTH&kQw
ziZ6eTG+@!k`iUD#RI_r$vcacxw~M<)ZvKnmvKRyEc(E2g`1(|jE6kRQEQPf+1r>Q#
zLQc{m`f|h?LC(G@%1`5<p~?f>cp(gkcoQi$^COjUpX-VX`xw<1%&vD?+I#JZk`nFw
zxF2sc-TY|HcD~3!tSn>cWQ3=-9?aKi+c#Ur?FD$<Hlr!&teVq{L-EVViIWG<gv3Bi
z=(}lA4EGrHA~^wNhaF}yr^hVKWUDOZ%eG;MG(901WV<S5l?a`yhu&Dgq_V$L0_G0y
ze6m=?_yW_Ek$ciF&ACP=#00DM*YE#^&Ct4HOXIf;iK**ygRYKN?B$#z8J{+aN<bIl
zD#JHiTlx+-ry`2SPl+(#*n4@WBlqq^Wtr%Q$UJV}5H?U$I*(Xwo;7gcg3=+uitD?*
z$SivP`bM);S9|H)7?nL}L)ziF_XLpJZ!Y-J?~6W6|IA2ny<p5!;}QE4==r<7ngNxz
zg?x?l<Y#@15e<yb0!d&^;_uVL4V{FRMR*9rl3Jv%Z6OX92KD@=n&^VkoD~bY*_D4?
zg=zKv7xtt3E`AJ?WP~u0V2{5BCvHM75fF)z970@^Q@vdNe?r?ANq{RaMM@_T(4;pt
z9L@>Ptpj(~`Ito2RlKn0t=;~yG+f@4Zj9P%?mW5}cJmA)Wfbi0)1?Bg*!rsiN;yHJ
zn07>DsrF#&R;o){@QY=cTiF7<W1!m{ZY%|mCpr1e2VEjmOyYl|Df)-Y-3zgo-zz@4
zvfK{RzlHaCxBP?#Z*~6Zf-_EWZt{5G<ijg!U)t7#xJ&8)@&Ku??Aef_yJcRT_udLA
zYd$&Neb9M4V5!`{%c7*HM91XI<3;b%{R+mAG14FG=Wkj?c~nEc-8q*2j|a*kx<6Ls
zF65a99BaC?9K4OJUY#@YH1kNo40WwFC}bfzo>(Gup%Gg>Mk9vF8O5*o+&7h42KPDv
zX@;|E3)Z9)N9^Ha7|6)bYz-if_FsAKXd_{zcEIpc64Iip5UL;9?a+Ay0e}HD0kuTd
z3Xf0vP5VjurgBEcEyk(!BTuuG0oVok*=P>wyp^Jb2galt>cx9f=BDyLse7=glQcz}
zgoy>AF`s5h!hK!nxGbYW&_)ic$(5j;Ma{MFRzlmw*SKs}+dGXLS7al$X<iLJ2ymO>
zoM*z^%Eq$%d-C$41`HD`H8=NS@P^_%;l`-m=61g)LT3Qgb~|3ingM6$szv19PPv9+
zfFg34VVj|QOeNp({)p>@0Cb7$*sK<R2O)gZKEecoezY=v2bIz;|3>TWAJe|R1CLA(
z$cM$ohjn(0Cq%9;6-Ka^uG}{0B22{Zj%`?5z!l`hOzmjMH_PBE5;8vhV1VCZtL<R;
z-qGrZVf=&UX}MbY1;6oy81xWZ>%?nvUxg$7#fP?303T|s%^0J1w$_}{6Z*GLhF-G?
z`xdsZ<!z@7UFbE~Q~R=)@BEW}b5$V-R4GU)>^O6)lt>NXx0s+(4o{^>^&;Me^OKu2
zYwu#w7D!AU#eZY*v?My!GQcF+(z7H*2F&SV-?5yoebG^@;7G~{brk@7K;_PyIr+Gs
ztiMQo|MyA@y*`POgwuu!(3Tu$oIl`N$;qdU-#4ctteUQ2?>dEDet_^G8Hz|VD%xey
z!>2!bU!UwU&xvfyJfiVi$!G!?E%tC9T*)FMKIRYV4mt@=A&+~x$~sB${V9z*twPG+
zjO(X{5ER9FiSB=>wdl3`Sr~gz&D>qtgRRaTvnIW-&M&L}{M3jx{BGp?M>zG8#lv}j
z{BG8w@^HMDYUPGlGIo!A>^EX|k@qdT3FKrlrb4{IR$$xIYVNGWo7r2Eym945+=8Zw
zTNAQ^B!<a-k+771W`<waA8J@}cXcAGe>|WaEND6p&3gIZqPz6c$8O)MEa2U)Y7BH`
zKuu#iMqSRFP)pm`!n&D`Ca1W~KdB642-;Lxy)vwNY!w6{19Ds9@I9iQJrs@<ua#oy
z_o3%ZMVF+xfm$7yUPUTGOlh?5gMV+lY$_6yQ-ha6-rM*VRCVQ3^B!<SpZ(y?gJ}95
z@4%Ht(-{MksD$bjgF4GGpJI+kj@OMk%F7t0s$obLvGdhzn#5gXvv<|)?hsJ(dN_jl
zSx(aRvo_FQd#MU!o6d7HG=eS0ugk3<hwp`AY<k!7<e$}W>+%gu=yILiY#mDZdq)20
zTmzPK^i7ffcHQXGS#1U4%GDvm$DX%WS;AS{IkQMy>X2^PnI$)%=qRn6+Kg<K+CZrG
zTGQ>ks{!PG4bIr+Q4@)9TDO)$kmpqbWwhQR2ABJ9yp%*9%$)I8pFB)=0e*~2Q2m5m
z7k1)Dz3<rS^sqQf;KA1Z%K~^!r}+}r2V|sDcxY-`B`fX*mc9%fXO875-uP4{%^wpf
zPVUYqiaalKxYd!f5oXAXSFY^NXUA(=?!HhMk%3z+u)o^owtswLlx^qmlfI#9X)I=h
z!{P#P*cOK+%o6hEPni!WI=8YZqt4QsPttW>z^1)%ujF2;pTz{8k_4>QBmZfQV~SVQ
z)xM~WwE%A!kq5snvMJfs;{x4rs0<Z_Z&ogWexYb3n+Gd9<v69%2wWhgullQo|Fh7p
z$_2BZ$m#!CLCw|N-zju2FAwU^j?d98`}pwlqMX>v=qVBoiEOtV%_v0W$2;rVoS5>)
zRCmPVp4?llD&J{4xoHCCbA((dHRhyC2)fCcC#Eq!8hgTCZ}Y{n-dm9@%cPsYx*0D?
z!NnQq8NixBkNezfm|L#(K?~{OQrOj75WjokRJK+z$f=$R{S>g7!>ysg!q^?HL*`W-
z?0nqqOvh_;J{tyh|MNpq1Q6ubiFet&?#Xof?$zH5W;v8TbgF!=kn{94%~Q)-$XY4C
zHQj$YuZE*p--e}tD5>-7bi%te71Mww%^$iILb=pwE(2-Yc)B4IfW+1-^eQ#R7|oCC
z4N%Vb$yTH03Qgd7=V*qsVCpf?e373Tkeox0D9vgT%&sWfKOh%vs5n%(;DP!r?xvTg
zvgr$O=l2V+H`$&<$_HuiG!uzuJ6ak7pi%);QwP7n{KHM=XQTA*LLu{L#iQ~YxeK}<
zlLHS1otszKg1LP+jCJr1BIlpv%?Zc-MclIV$dI+2ujyjRQt*k$E$(vbZoYrfP_}Aj
z8Tcb}c&U_O>oVq@e|wj?i$8I5)(b9B$Ht3OLzg$L+a$fZQM1|i2V9c*1z3`j16q!G
zS{mU`<@8jHf8j7EFlkK!i<_xi*KoD(F!X}zW&60+Qtt1nRd4dop@He04b(2h>C&xh
zLpjmpeTLEJjYycGFIi&8H_0-u@jX^SgIH~&a*HlqNAXfsKL#7zl}J^&A2iNnlVL(!
z%i-hmSYQucuH|B?fPDrXX9~oAYPq~n*irLVGD(;++**iq8<)kvdN5OL|1RoB9cL1t
z;!H*p0!o{FyLfE-3|N?B^c0m!=IUOD?<sr}A@d^RMop?Sz55~b^tUbH3$7bD@;-Vx
zXT`<}CHcYh_tMOpbmF0M@vI;Pj+T6Xr_|1Q?$GBqVqfD)%c@!r$lFdgbUfk4nU~2R
zkTY&R^F<~%yo4+V$z_CM=$r_U8R6#*mIB<a5wNq+6ARmA-*qzcVtvE?r{$8!x$}H*
zhQgNY*H_kN)t%G2tbRl)rt$Pouc91?AUyWxjZRIAX(|)z|11-8wgWO-2M+|Jwk2Lt
z(E>rC<&CItFKkL$c8!xzYNSYj62)L6X`oqh{;w4{Hxc1`s*3ok6IYq?kLSe=$y=N7
ziaC+eyEP&yrMhypa)HrEj;Xx53*gj`^|o8IX#e+*q+jO3bg~#k4acawO1v=ldFL~_
zPdk@a<3KEdgkpQ_8l{tC4p7Q}_H|oM00|xs>pmX0jG_O7guI(;Gr7aeUn(#rI1I-5
zd<YFb_J_|c?5*E#C4806{;2;TCea^27j@(0gPG4-ZsKnn;%TW47nk?(JV~R|SC~Bk
z*F91F|61;(&4hTrI%H8eaTqt%d}vaJ0EX?QN6&Ab!P7f$Fqkad6|?Y8)LLGZE}t=U
zB$O|eGj^2Ig=X6R^mdyLFfs$pwZM4_Ig{I5<@Pi^Zd)VE^-`D>7q@fl6WX{K<RP1q
z^XEBbhDcc*cnmK|gYOg&6?UDJ7hejxfuHO!D2uqh*kXx<e`N;{kOgKvO%<f~O-2Vc
zXgCyhM9qotmix+_q-zWyZeBhAbS|9d`G@;FJyfQYxNDsgvF;h>UCpQE$WWt^x`lZD
zEI;vRsu+dS)$rvpCW)V8|8$qKjXtW#+kUIFft%}krwT2)bEMIL_yF=W-byK5Cb$3<
zwu&s_%gYAI(D84JpC5XooM`wd0zFTY@d`hr!ySv9U^Od9egC+#g{0U7%iq!Ze6H*U
zGn_E}x`qOyBDYxsi80fwMMCd|wTZMx*9HOlU%@-iUp4g=D}2KL`Vp{lPJL~Zvfo<d
zY7mpCKbPG8v50ZC!>W-j6>zG;8^4nHyE~dAtWPXVh7oW^XFc#GPMh?0g72*o>TF;|
zC8>#Hbm=&fMd-!g#Wm9J)CLb*T;|(Hqn=opD(e@d+t~aWnxM*odD3><C=%)tf8#Q}
zEILzdlrH}-bbfiJk$T%6u>FW{#ojejlhlnwnsJh`=1?n!{(Y43?3=pkqO{vLo;NFg
z4G(#+6^yo>pDZs>zX#bJjw|FY*~?jes@AXmr9f+xn&)$Cq3#d6OHV2^2zuP<H#Rc?
z<a}*4=4p_k?HG009x?b@xQPBo&Fw%1T;~_0&&?X>Tx;;?bWVfU-om5beIL1kfN~A6
z9ZijNxjsyZX*#JFVF@=;?P&aB?Qi{%y*%X0U4vaQ3Bs)J&MQt)|72j?;|9;ITWJbT
z)L_7EMN1|Xk30kZm5FeDxpn+3ISDrUwp0<L2!3Ps|D6fB6&Nrp`%EfTVnL+j!pBpz
zo5lE31-z>$qQ6R#AQW`tfrQ6J{Y;n1c1bjktc8ELv8SQY;a@^Cmu>bz-no$~m|+mO
zXJ3?m*?Ximd-(3y15*cGhd-pr){~^k>&x38!A@Zplyk+6SpbKWCdsn&iU9O1`OIGS
zYv{Ic?HSV<Rcpc90#(85JN-{-7CgO7h9q6xM0lykdB{OKb-2vYQHg4&nY1)lWq>tZ
ztHWFr8JCDPBc6(zqSO;yp?>4+2ZFlG`-<DQpNQhFs&nU-Wn;5uyC;VKe9K;=7HDvb
z?s0K{vPpA<H?@Q+EW){Y2HPaDSaZMQ&u4EdU~kT^wJL;T=tgI`)+s}b>Xx-OVd1An
zmOsd^Wx83%3A?8(ed&{A_huWu^kf3(;#ph}ZoGmnFG*Nr?|Tr#M{-`};8}0!W3n`C
zX^PZ#*WM#iMx$RUPz%dGEq!`6Hxu6Ny<U*7{i0B>_=SceK%Nr_e0_OLm&X_>k2{**
zRI0EZyk$owrua8*-4eduW};l!>c6C}9LvlH+zU_kAk?DhI<{h51v58RZCWqDwJZml
z75^%Obj@Rk;t9igLyoyLbLM)H#6@<KM~}}@Z+vBAJCaN^keGdc#yy*S{pG1cpxmoo
z$t<wy2DGv6^u0-C^NZXGF9R;*+eOgm(Tv^b$>^9#zf;C)6AEIvcWz57mJi1bzSnmu
zUPp25>g6-<mb^J)b}{=s&JE~1z20oa5;GfjhkEbWL2(YK97~OT%n!KEdhk=f>7it*
zoQ#}1?Gv)Mo3Y%EkEytL&{Q~!$NrU@;#a#SgNVBRM#eoS7p^UcpiGm&K<YF4)4$u`
z?$-vt9)X2d{FHbk`~~~oL2Xoh)vLiSfK7OQY{5?%1ablHZ^2yU{2b4VQD1yarn%l*
zU$>k00GUW~AyS)<ek41MZCMDkq>DLGyG*1ak{~v>liN;crWF=`1Ujl3yAbL0`HyZc
z+cMJSv*R|6=8}Ta>XB>$*AT4cO<Cxv2*QuTS(@yWze&8jrcC{+5=uC%-3Ckn*mtph
z1*iQ$74+q9WvJ^{AgQV3wiL~4m2<zZl4HDVC+MdR<>C4t><71oe!H2Emu^d*{j;Du
zuXU`yM+sW<ozChA$2cGQy{Ufs>!`K*rOlQb;<c;4*iFz4PLy5g5aQ0yiTf(<M{=yM
zTcrlQ!lVf8Qp(b1R#1{8-bb&iN*Z|ca(eowJgC|uU#)XM0GTuQqLP(A-7MF!ey`s5
z`!84fMx*Qe9RsW;>05I{b0-gHdD_!*!Nos9esFB=T#-g*&U$Q&<=(^S`6m({FV-pT
zj7ztkd}<vznRvVF%%JE$usuxcNy~G2f5TvJ8%UjRjIZFf53VO)EHd#EIp(78|I3Aw
z=fVHBiA;2$VC$GQ8^~)N7_@TMU2{Aj_HezT+lDnPTQ;mBU9R(l0s1Tr590Uy;FyAf
zpdIU(Z#_arqO{-|sq?>hqmv&%vbgdvKi_~(A#iZMzN^Ne?}Hpz&t5Jl<3Z*YFe^BK
z!+!TC^KReh_?_8L{pvbs=(BWM7QyF()8JMd`0vOKMJq`2GT!wzpFrvsd6%K7hQS+{
zQmsM3%<!ugaP-OGF{M~CeZw`E?p6u3d_o#X^{Z}K(%sOCyv~h}{toAr<UV$hN9__o
zoCVuazsum>Kln%NkN57;;^c(t-p_$UQgtE<!Ae3iW!r5my*@$K-(PpizChSZ!1IPq
zN!S>0y4j>^-p&a&2C(4T8vi&(xnT139Ha=*kw>2xeR?52>C6ry@?MOQrlZ9p_Y_M~
zh9?ObM{AiHNuoqL(UheD^ZLRd!p2X<7>Uq3jQ0h1__Z?C2Z32V+n;5Cl~kKkH6oIM
z)L#4&>q-<#B0Y<x>JW6^N^0=AU%aS2SL5S-3HO4U&r|dH1`_V&{*Wx4v645~h{N``
z@s$6!Rl%<#C)l%{<)hd1ewfa>szryrjcMs_RCx@ie5LW&+sDB)nn(SwZR2XfT0tFr
z&2kjs@dWl*bRSl@vI=z_RSp;kne5ECRN9d1{<+6U2lHVK<fyRT5=&0FLBc5X9R<hA
z5qY`8Jg3Edz!*LV)M9m(6Moy`A_yc$Y`2RkG=~N*#i?q)sG0FJw%cZGHG?3Qu3P~0
zw@7@)^8mzA*I9Hny&n;u)ncc)tN!&0LM6y;^I3N$V1Vvd*td&@?Ro)vMd#M1(rY#~
zp{4`PD+_=8+czQeC;GJ`f(O$7$$XN?n1y2>B)z2U-IW-4-75I4k^<#`Og49!RI97%
z=@G>=5j|cS)S}5$y}YL@ym&80Iuq(N__VsSNRcZ8m1J3TviI;|vAx8RnoL%(^?kSG
zA%m>`w+B%Oxo<g<xG^i^-*pj&T=uEuHmK<E8)y&?x;zpkS;F|+?X$H&{n>Uym{F)+
z@Jzc*I;#U`og${lFd=P1fmDX3Yfo0b*Rji_8z^EIYLy_PrwGa?lO;R-P)(+0jm}iy
zy>s`2n;Ua&>YJ8(zE8%{-}mHEOtFh<5kkO!D+SV=irYw|YqcXTLBJ_j2I;q4`DtXv
zL!<2|F&aC$$hxn116y835<s>ff-}I_+B&hbZE+26MCQ7t1s`!B<vYhtY9T_HjB8Gg
zfW7UH2GqZqY?xzks>V8~Wh1CjWOc#VJN<=Upn{Jk3l>>_86|9N{9MTg@P&_%S{edw
z1(dKHv4y0o__hj@ZBhV`S<=pCFV<Gloizvf8L;0{q?`9hs0=#bsNz8`$;ZoIfl?2e
zlK?~>v#u682h*SdS@hnH8Qo#@`^tdEbXAh&lzCa$|8K3@MG{nY>e){8%#o-Ap?t(+
zY=B8vojh1V1p{?@-7Z$KZaLSyt6$;x<JmWMuTZP0SlehBn5Ba^#_*5*VFl`IvRt}v
zBiF+C38_QMzP7@?fn~uJv}#i4@Nm+4^9I>M6Kmh(KAI_fG0tEg;X%H%x#_xZ+rO<w
zwz$2yNjhzE$1Gac4*;EK9kPtZ@{fYjo$4RZ2Y$HzHHNcM=H=WJsiqs*9U*UBz5$`;
zZncM;O^#O5XLF9WvA16~G)Z8}tqQ7FpG|VH0!3qYU6pPVKU}gt_anbL9KQ15B+3Kz
z=l-)nZ#~XT-KxCuq&`k|(`VMGKcTsgwi8=d7otZud<SbfTVYt3(2R%$KCxWihC&9&
z5XKm7v(VD(iKsm{U&IXi$2Nd5kT?6Zzu0`J@hPrdOKT6NvOG?!QO;hlG=+{dL$sEn
z)NceVCUMs1x3aTOQjtb4(+J+(iA@I?dUEeP(9k42aSw~h18w@uzoXd5neEA@z-4oO
zUrl}>!9w0m`2ARvU4<WVDY`d*h<~HGg37u)$6*Km9PbY8*rH;V+We7uN#($S@VrAT
z@u(&yB{}Ic#}{llpMzew#2mx#0Gc(LnWD<*&Z7mmUpXPHW8TFp#q0E}thaE)TjMdN
z{9cL87}ozzkvFeazGLfzS1n;^m4#hP$t>YqKuYkzUQzVuvP1#b2M5_hznnJga|w<I
z$f|N&W(U`ud3$EsZEbx_I&4#QaMlSfCk-5j2$%N+fYtEtzo(lS7H;#qXVzvB5AtKs
zW+yssl_%3Rk#UcpTbtCPTu-Jsog1T`{bY+8G#6*kc++-#HF~-=Q>*v$H7T2X-P?mS
zZR}DTT5$ppLcq8It=YLTQI50$9dg})&Tf~-@xqc~e?gT#OdLyjep(8AJQn*sZ0XKR
zIQmvCZa5Jkf#0!Zqxm)b-D3;Ccq3Q*a~=QtY>8<Nb!X=;|LsP(Ls8EB%pH%B-u(9G
zo{`@rwiMJ4({J#XUe2O5di^ub#36GrcPv8DYv#`e{e1%W6SCyZ?B<apf#=>U?7&d4
zzH7e4_N=5{aNQBC<!okg?|3*S-~e)wiY<8i?i2QsNWfOfy(VY&7RA7uf?p4gpeI@!
zmKg6gm70X!7*3vw?+)ZKb|{kRRs)dsWLJ4_di8EJy$x^2FD|KN&>pO4Bb$>(zKlO$
zk`L+omoF}7n1(c5=@-5G*!xD^GsLkuZXdx++$g#S$v@i`jjVi^Q2VYXMdq7@M3!lU
zM)mcWltO#UBry@q3$@F8#wn7=$q`b-I|Ygv!Fk}?YVWjrIXJIH^*6insvT9x8l(aO
z=jsMU`DYmfw;eC36Hx_Nf3EidZuHTeq9;#qCmD;_^A+hB<YG+V`Ql<O%KTJHQXSpk
zh!%)ohjY>o)dj}CpiZtd(dxVH%hWpWBIEbU&)LnTMdqfA4BElshN-cI_5&EtOIgMr
zTh|mK%~CuzN$IptlN_UEP%1uur(>dS$t)1F^$3jhNNn<`*o@ZA!NX8*Be-_iq}hc>
z=*ng~b#*q<@daJ8+*v!R-cs6=;2JFv=jty@{fWk~zLE8AUxm|)-Yp5D;%FH@HJ8)r
z-JUlWQmQpPxXpGqzZ#^tj4Tn=9~8q{3aT_@HywjYn)N}@K;k@OpqC#U%EddVjQQZc
z6^TVdVpX~SJ}AerUU@qmttK7p)ZR(n5RBO#9n_oQi+9HfvUmaqtHo!dz8*Vrzake+
z{~~gpnE%LJIKh1clAk5%$GVvm=e}Gp^C%(XbAFmBBVL9NlmqoV8mX9f_0a76Q_Ei3
zKR#uXurqS8riU;CTX{~psE?J^(4=x23)_@-V*~Gc;ncFmXZAYS6|=}rHhZQMEBMXA
zxPtI>`|qu^Rv_z)tB1&%Ye*~28SMK+`Fq-L7s7BEa~|T)f4#BeGsH|^F2UUYZz~$Z
zDZC2vp${iKPLD=x&NDamG7aA`e-6I)Ol|ik3K|BxUP=GTQYN5pNf}x!5qd9!lT^`c
z;#xE<=3LVf-WV_RsNH&gA!b=6EZJ4yDQum&eCkiA3&k}qDhg)QqChIoy1~5O77_^*
zn7K>>iz&1Q-Smes!p53w#qf(n&PZ16G$=Fw{rBL#!K|L3xC+%4G-uWHi}e@<iV-|Y
z{QYR7=TZ_#<&2U5%yf0-bEnP4XrF5E85*Awc!U1lh-|OZ{xR5Hja%sNPY*K*=T)Jj
z&5t-t$GiLaIHy==CDY#yL%k~_W;47{Lz=B@<n|JSN(vE6{s^C`y6>gp%$suCp3aC)
zfoNgl?@6Mo>VqUo%6w<aTGFTSedvg8lYUdpCa#;c5QE6PS`+{7o?9STavI~jwBoJZ
zZES6D`S&G?><<qfKE7Pj3iR;{7+aYnGyZPY=6nZ71{ECMJ&k)wRmtMQUH<k|VtxK>
zKvv%4w_Y2&?^6-(?{8b2In`PhGgSy9oPw8}q!2dGx#-(+`lpm@f|l<+e$Z9Q4?Edf
z8JNuXxe1K283^^-3bk>3<c<h?|LI0oB8`Do3Jnu8wv0%>V@=Oh(Dd0L52}KWdU^CG
z3FXd}!CU<Xx{eE_#mi5<Fmxsa$e4axk9SIIT56FVpK|cYx)5X(9D%k7fmwN|>2|nY
zwu%JoMIsmXHXxU$dtT>r)QVp6T!AP35U#8yds`0<L%+<N&&-+X$~yd(pF`6}s6aO3
zQ}69hLBK3NTq<YXTi*D2BL2zcF;X$W5B2oL$t-$5AouVvb}Z@Azx-^rQ0RYaoFT38
zd|8Csu&}?BxrJlpIO_LOdCU12&hwe`roXROx7E0h#Uq-rSNs<;EhlhcYZh%|)_BbI
zxFZhndg|x6P}A+b0S8_xVnYEGy7}5mBzS42GVW@E`yb5P(g{gkU*q^ukZ>m9IpHWM
znzKF4mT1oj$hy)jZJogg$uv=_AoAy5cG9I|pb#t>RtUdy&Jaj2j+`^LpS0K(>8C!>
zL<Ht1d6%dzqJLyN3E>BP!JjL`c31p+^fbx;chyJO?BB}MDr}iTF{(sLUHCD}vGK|s
zX40gsIUM}VSaT*?8Baq<xZr^VUIi>(|J3dw?u&Y-I2o=F=92T-+SwQ3n1)usYqa#b
zmErowoa?LKF}u;5vZy!hs~-{bZ+PTkx7bVWbWt>*%^26fMyTwr$ilP$*G5mh9np&u
z&Sv?Ripem!1l2(Npft9st0%pj<yE_9;Fl_lKpRh0sREDJNXZ;esc2-`R^WSmrkdvt
z@5oE1gqO4E=Uilf;78z3xqJ3&Krag9!l|6p^IP2qH(#iiZE)*c2;%i#Dxm`xZvD8B
zuCZvoF=j4sb&&=U6I=c%k>WnP`%#)7qqcCIdtSfYXOE*orjbqALH7XW`3a2H!_>QI
z=|ZtPNtM$M?&#b{2^>>eEwr;*zGFWZ-KZ<T$ozm~Vi6vciAT-!o5<$ualgvEEnuU#
z^*Lqs{n|ysb^%}J61Imwu~{XG(VTu}KP9uz>GGx4Sfmfv|3zK+a@y^e%dUN98Jqn@
z#TC^7jkpz4i`^=s58=W{nnz>yG~+W`M3OilEbbS4+Bxj2EeBc-GZw23!ml(t)_P-}
za6FJ5{?%?RRChRN<aQ}NE8{QeIk@?3ea36WAfzSkaXp{N1h3SF{8l1Ty{RZV^B5{G
zkYE!}Y%O#r=2j|~f_NqpWa={oT6mIbwmue5#jB<U?T_?O>x5+4j;$qan%G^O$a4Je
zqO+AB+$;XNja5iqn?##|O%LzFW*#phybLjk<;0R3n&%mk=OU+&btUS9TX%UlnniI)
zMITgxWUN1LsBQI>Rqb|Mdweg}ItPj+R6sAeT*X&^f3}zM1AEtch*U+ZBdiO~P`Qwe
zzTSggt-(Rklb4+SLLss{(P!vc?OWNv&88EtqzQ$(y12%bdR7*j)}4=U6z%7tK+-p$
z8K@sPN2QZqPx5CR?i+u({@;Bd&wuJ<&S`~n%GlvAA&kk+6n3JdWG5)0Q*Q!zIC4*=
zZA=s;KOd=NW6KHr+3KwsH1%UL<vW>myT#&$@lC(aYm?q3JZGY^Cq23B7_ut9k$34Z
zd@-@>pIkGOyFpmX*UA86n2dp*YQ>K{P7i)*@w`Zb5yl+S%Eglb=lz*eazAqVubDZo
zMU}caA_QjJQf;uDV2lpMPS<Gi(PLOC6+hYEsUCHgfG;_-X~VksXaDcAzK&}HV8&<8
zDbFE2Z&o(kJJljH1kd1fm7jvjClUeLmAn`5wF-w`XXgBj?y6xTM|#o-Xg^bDB*ACM
zkprBtq;J7<@m(U+Dy<IYFZtVP>8kECG(#ii3Uty7$q-Yyvn%f+6@2hrXI7Fx@cJCB
zo;u6lc~6=Q?KMjJqlcNeM4DCRo|&sMxTpfp*=5$celyNLq*Mnut6(;9!(lNMKPFDI
z#<9Bdj<Dq#IitwC+`Cqf`K~kd{HcFQ{7!7uR!JBzmi>+G&D)DPF=QZeD7Wn8XURH_
z=sI8Us@XMQPVV&zO{k}}|Jv9mcSt>hzm7@@&&VcUWXjaS^9;yH5!Tn^y9|>LJa^_n
zJ<;DBbh}A9emREpR5W01=BZaVTPk)+!%fMD;=7!aA@(`6$CEm-*Q@ja0j)_>$rxRn
za>nfEBL#8XA^m5D9WE_=WI*Fy!o=D7ct_`|k%uvEaLg3^zC0mMCc~AHz;0xM3*F<}
zs;)b7`Pi1IE=Gykew-S_LhhSBZXLV*!O+i0v9l8O+Tq;;E|{+p+JE#SQfi~I)GP$Q
zBB@RzsOGhFHlXt|%ilWJikSND^>aVPlNslwwa#Ym&FPC-(^kx{r&DylPsm_bT+lkk
z92Zaa;duFR;Ur$JJ{$N$^QBG$vN|sC34_AlH|Fl0y(BXwd8rCbU|{U{_OlQz-jcVo
zDW}u^y>e&w2H2%dJahu%D~~Uv<7>b?G)#fKkwB@${Tg2X)$9si`x9Ri*I%_>()Uq8
z`fq+!xl7fTU;mObp<@q4`geoRMvwNLe%&+*0Wxo!@|_xJvlJWzj2HP;KmA^J=(@iF
zyA&#Qco**UXU>`AOnT&Td2)2$OJU6#F{A*>@e#F7I{%Gar!N=$p;FHw?VZ(|pJu8m
z$MQTPyF%YOR^rzhZ3-&5V#=rP#IKwN#tDtz1+}+|lU0QcC|LyFQ4Kya(17y|eqWX-
zrC%=+BIRYHeY4U$6A}(c@fhg6nMD6^b!>Tdqbe|^=`htMt76HMnS;}TcWy9Y1EhtK
zU3_Kq^yA?Qjas!?e8LX^;HHq;6XiD*i7Q<93V(<8J6osQ{En)_HBlX<o_w&bLQwww
z4RHU3KG5C4BHRNyCI>>|XC;zc9Zf^BUfdI2yd~cqd@(4O!uz{cmVaiqbkrD6p8OS~
zSW)`L7sb9F*Q><d*5g?mseYl(Gg&4vHdfd2GEH|6vc0l?0?Pm|MoAw{<i{l2I9q#&
zJ89p7YG!s4w)98pmV!=fnL{)s-m|oP_E~fOKB@&T?-xjxYSf&@jb;VhTYKoWQViq0
zNT1x7I8^%}QpNpGzQnBYvL3|kjM{A4^iBQVdpABSVByw`7FHCNzCYcP!pEG$-|`&0
zmC0%qXe}~9=ZEbTp0L^1S>e4CX7#9G;(pU#_25e1C+@YG-^;BAGaPgG*P4Ap3nsEa
zl~GTn)*a5EkS`a*&G&(yPKcqZ{6`8+-wu+OCKV)>b=M}!H^+z1VmINGP5xBxZ|1u4
zao9XAJt>C$RD2+!=e#!ZzaSu%$uVe($<G&=$8>di64L_;?o^>r;vXdj+&_Pm+)V+3
z{wz8?T=IDzsu1C%p_bN1PwS$VSu<!Uug(U2et8ghd4|Piuq(PFdHEUL_vKD+@TJFs
zoCzb(3kCipth`m)Nh8x|%@MPavNhZrK${FsPeQXc_}l1Gaw<lvyr~)-Mo)H{{Q_qj
z-c|4M0v!(49=MH5I)CeQJapBn$Hc~@UVI)$Z$;`}{GHr%gmp^z55{vTX6&5|>YC;|
zAKdDxJ!ADXxH(_i)bt{BZ<zJ&p_I3DdDwd@sT^woHSy<WkATi8Y(1Z+nb&g+f9sK*
zqF*&QcK3NhiLj%eXTh;}CxiKCOjVM$eKJ{0NR&9xHv*L*u?B~M?)5I4{*u;KN8es{
zePLhplFI-4+E)4JMGwcLwO>H%UT2=0-rc||IhO`5XCKXxnHoQb0q-fPf7392OBtF#
z-$DO)tqWrw59U+pV$9fC+2_~K6~5;NSJml<pgO75__rtHfw5lK&W5Uzd#Pf#<C=<l
z?Y8RPX2{^9WEuIE0Y`n4=tSmwR-Wp9Exw8LtGyjJ;wJWtd{&_W_Zbfn^5B)!CSchf
zqpLzeR|$p7iLjVMW2g`Nuf^})JIzOH1Kr)`@E!YvH^Vz_DY*LS4!wB7=)cALWAar)
z*lz+BtFlo`D9X~W3w6I&mGmwV^*Mgbjc4RIec;P@+r2b*^RcoNeJK+MsI;_%^A@lE
zUlk*C{0jkH2cHNf6$km&86$lzE@w3kk4D#oca7E${$Ed59+w2xwcDNE$(*s7%q_>%
z9LrowM-wbF6W2+{eJd3i+$eWNblS8<Gk0;L5;eyJ%^d|SOTq<8QN)eha6v&uML^`W
zzOVQGcmF%T`#bkM&wb84=P2_#O7$SYYm*DNxu8WGs%?IMzYphiF`bYL6ONo5$E#fJ
zuT&(5Jnf$$XpYO))|swHTf0txt9B?ep_K$i-paziPTc=@&-GM&=XqqLQ*Ri5pTmet
zbCD;rmUahU3BaUlbd=o+qY0PiUf9ZTCcPNK=cCu%38K{9;$P)gB-^m94uNi!3rZ+2
z>W+`0AVO{|_kl$}@y);7o)TrJr!tJ=dkY|UU+Xc>xf|5r-*Yz!XW{TY+&9ZgRaCr0
zjPwsfq~Q<ogVi*nM}7Z|PbPXxtd7pRKIW*+)V0SM=KOr}|86-HfsaQ_{p@2-_)N@p
z5$l%f1+`(AkTDeSabQ_<Z)Vg3go8WqgGj?QYwNR@8V=s)R~d4;w|hbJO2$D5X<fN4
z9C1wFwvPbdpX)IwMcSDQR<?Z6^JDf+$jhe0RTOB0zq7^s3o`Xi(L@cbKk`wdN~Y?_
ztVPq*Q1*s@KwVt5_&M=r|FAJzeK7tTTT%kr?rBn!k%cT3PMwr0B0Qr}O-&o<Uxqv;
z@TW{+<Cdx`f9U)Bm#LO_nXPL3UX_mHKUfJ3J)gnS28~!7b{f)X1I7VK3+9G3aVUcX
z)*oF30mdZAk`DaiQc*9t6B5|T2UrDky0o#HA@>-?OzSiFQo_!7-e>;C_}|0M>?(68
zi%*Rp)<d<S-W;#yF|;t-r7>gu`^(rMeBj7==(7R2e(O-2;d_o2aq^&|4spRtL6qXx
z0wen}NwWq+0VA;P`H6i9S7YFKX{vNAd!%0gc1ZO6q04AxxtR$BLR6JMVOFroV)m+s
z>xxcLZ|4;PO514@#MREKZ=Nhtgl3S6c0Y9YX`?;~lDfGKeuh<=3ygJSVC<^Ch@sJ%
z{<L(M%46As$!Z`NG}=e$D?3&KPC~JVdG_y^D9&;zp<0(<(SHr*?gGKSZuKi_7zG_V
zm0)&xu}A`z-n7t<bc{#hnvBN>&cC#8cpr2K*O0k=sW-epC1>*=El?kje|lQru{{03
zoB()g8pMW5P4^`hriag%slXln*0gnGr+{M#V{A~ws8zUi<HoBp8c*jk$E0m8J~>~?
z$A%MeDL<4od|ek>(vk}OUwDCZr=j8y-M_a!O0btyOj8PsKG!@wd`nCoq8h?wPQCP+
zYvUuD-B;3(&wFAko^h&1ZTP237Q#Gmr>0}Hb=2-Nx@m?<7t`K>z1H_BguJC0xuu`)
zhzp<uKPFrA&-Z~W=Kfun*mx)<ycZo_km!I@Z;n6Su5x8@zo?yV6&0#3%O~1a>!5<j
z5TjL`k3mp8xBC;{dgbCucFbfh@>{f)>KGVnigXe!XmS|DblBis!RR2dw?x#I7>w_c
zegtSempp2cM{!=N;~*Iy-K##J?Tw@sOcUsz8vAFoJ3o=CNu@iXB@@E+VUVD##UE;3
zEA@GJf0u<`)*UuKG;~Ilddc%DnU$jrz}MttOlS=7iiRQ=C!dp0T#wyu>lZTp)y!lR
z;h<oR1-__AopC13{^$d7_w6C=&E@Z&$cZLBQdKB<0VCvr609dUC37*#{{1tj<?n7(
z+9i#LPbM1!&42@>+@Lt@?3i97W+AAL#;q*y?LLsURF0(-PXg9XkokT8L1Izzmnz-9
zBBDwL$y_3!a&3}!H_3^4M_StU$EI=!zZVJY9H)HMxOT5fMq|Q~{G#&?_L+v+gKE?n
zx68zQUT)x!*xkE74FBsw*s~LO_#ikl-E!*s|A-HInk8SxRWBx(E0%5%=ig+vX9cq(
zx>AZFlfOvE+9p<J(9$~cPWY?Dn*QboKT86+dDK&vN_jn5&KYHq$eTpog@|NH(QDWB
z-wKB+)n~JaI~&*xYS!Bvd1MFj?(lI@c0)(dt?hggWsP=Wt;B~jdnA8#3>RpT@EEZK
z4}@j`R$GkVf(qZ;6uA6myJ6Jk(1j>50Xyr0FV$^le`l1F2OA^~F-J!c_Y)@)Hqj51
zLL>eoU_%axqt`B@syP>OJQJ(^EQL*@;dM6ywRo}_$3)MAnDNHSSX&3uYgC{Zs<C2x
z)uMu7lx!Com0)0Sr{<UG3+Dw7TIl-xBhT$F?aJba&9}pr;A03dhwbQy;p1;1k7Dj)
zs<^$zWOuS(CW#zz<?Ju;DPYv7W0t@uI(#T58GE`tPS&<{SDgE!Js|Pzp)b4=uuQ`1
zOH-l+#fj+rN1}p3PC&@9elv6yzBGy;a$8Tp<spZy&#-=@bY4LTO{TX^XiEe8Qwe~R
z2fZ3t&7ExY91fJXe*{<H@i+R8ylCsk^uRC52V3r)7@gW3I{Ic+d-2U$muc?$IO1IS
z;2`SBj4tgOq-8ru^B&p@!gPYQDN#i&tAikb-F(wt`pTihOHXFM!pe%y>e#JC9gTJF
z=5F%|)8+g(b*0YLEmT-`?c_M9tQnQP4x<apO_o}F+J5<<!15G*l;LSe%5}}AgHk0F
zZVI<Zu9C6x(2NIdj6!ML6;I*{cQWLDf<ObGBay3eh0M&u1OcmvWXn|TI@a<5AH*1|
zCE;VwTKkoc7irW;0Mkh!@$Z~y6N^JkJw@sJba#kQv5H3GNPOSf8gzdr5jHx{b@s07
zW)SaN($xz)D|AP@QX$x1?ZHlMX58thAPMYDJwub>7e|d;`>8Ssl_>doGp4~hJC`BC
z%}nD?`%u8`i9XXnK$B)XUc;3=1UWP;Wn(txkr9)L#6MC$5waJba$?X<=67a35XXt{
z*GK`viz>C=uFV61%<0958aQXrf2$-rn1w|6QVFogEY&ec)5R~5IR%8(Zil<ryl)wp
zHj<&>A3h9DuZ}_BGo*Sw>4@ubOQr)H+p6Z18>dHKVMp`||H`;F6VrFo$C2)4&~+i6
zebFfv^HP&q>mzLb)bl~jU+L1?18dp9$4(A*5bDNm5vRxwni8?69CcGzCa$#8BWCXw
zNfml1lW$;VeU<Z2MxtZt>AX^SLXa%GLHQJ@S1i92`@*)1^J{%{U3AX?#vF8x6X}^w
z8R3>zdMvg%YI>MAW=)*<t|ZipFh~38RHgJepV2N#=~@zci0^ICSW0QB3C9mxJG2`K
z_NX71Jl@giH3UR{6jm`HNhjCjf;Y+hg%7YKNJ%u^hMURpnX65K^zuScDCy3%(8$wT
z$LxUDtz`dH*gf3k1LoV4GAbzWzHa&Aur4omD-f^C&@zi^D)g~lCb%4B8z8cD2fSWl
z?}zhjhyMmTF})|Qi<?Z<FQzh+ba)F)-KUG+-sZBX;!N>_1wV(RbI_~Sz7ydZjaxQy
zlltStnR}E0kCf=}I8s-qu|5-XWoB0<d)L|+_yrL)7rUcOFp1a`QtN;!L<m>h<v`29
z3O@AeHM_!WN{A^6Oy<;Qy4vOkWQ7JZp5nm`dgl&AW}NQ%q_pcu$vd3hob}QJ6R6)9
zhhzr=<xyNoI4jw&3t*SUCs5(?G}sybr~Y%;Wti+Pllu@O&?;Gd`11Z=!i2976`ST3
zu~%C5EHm+m_m$>TXob)#%=vb2Nk`LTnpEeu@#+*n#-{WfYkZq73N8;doA7y3h&Va0
ze|N-O*t?i?bO>iD=|&!1EcVzvUlO2moY^^lj`I4n*HO{*iG7=?t@o^^xz=}y;$>I{
z_4r*a^ZpJc-h==n2oIlmf!0XYD2xgV7_H^*U`;}^ihL@X`$bKeKMuIOKW+Lp7E<4Q
znLbu4(Ovr!KXUI|(1LHrTI`B4p;L+>TXgbX%+1IeuiKImRdi%8#y(O!ge_<AwrkVm
zl^SuqHq?@)c`!HBEHHn4@<s9F@xJ4Ln8=RzS!St^R6SX?#ZSUMpVcCt3gTEU)&w~J
zF`=WOIbq{UDb4;c5c2S(x0-aC%Z;Sgkh)kk>;7Dg);=>h2A4$ivhh}=ww$B}nrB<l
zMA^b^R{<~=6f!Dye9i^at!kU1Sl^*FoZv?G#83WE6*xC;=HM4_O8?KHCTc%KT}Fd%
z)W{KfXhsVIg}_}CJC7|;r;E+<;+z~#4xu6%HG{^_Sy|%lfijS+z6-TG??-UJ=8Vh>
zXjg50ue`O;wx+5({PP|^?5t)an*qIkU_FgYHL!78k|_tAT86gs#}|dGz-r73Z1qg!
ztY~Ul{cU6#=%u~Uhx40g&0Ah#<$mx0n(fGEe>b%P4>&eG;a=B9C>mbjP<~DbYudX7
z4+lV}lr5)19@(xP;Vn5=Iu5}q95YG;;Iwf1b|Jk@0&E(rtUpPy!&PddJOh!GV;5zo
z>n#h^W&Eid-ZJ6`?Wd)D%b~{mJY%gy+!L_w1N9CqikDS>bo=evB=Dkv2?z&r>|oAF
zf}-pZ#D9B|b*R(!;;LTO$X`HmJ~`qUt5}j`s)I27mO{4bJ(v@xUw4!9NDiH_xvj6i
zjv<5Phw=iSW29!{`p#BCm7nfvn62imy|r-R@}EQ)@#mLtcBJ>=@r+@+JnKSxdcDVC
zW!7gXAW9h{LaO)N?|WtJWZ_R@<<9)W>+z8<Sk4vY^!;0O@#8BPFWh`%-P;B*BcSxP
zRlMkVu7ku}FgnYt;a2xOj3dmkl$Ib^`1$hRtK|}&xM9t{n%G7f@N8d~X0jpTl7)-Y
zM_z}G&A~x8Fz;yz`I_#hSN8>PwmR#W0Fl6JHqrz{+&mq1;$<wh5eQgSC|!sjY%6}R
zpuIm@XJD3SPx;ICRn=8C$oUD(XOiZxdDhmS5uP8`dSq^B!|=z2j|ZNfkZg{^R8aNL
z96()9;?OzvCOX2O%LR_y^e8#p(T*^|crM2iH-vC#>L4WW5itUML*@|Z4g1y-&8nCC
z9l-1aS8zM}`cv<3n=-jWchU6G+Utf>Xuy&}U_NBievw}SNxn2*E!Zi3;cDEMNbd|k
zUjyxu?foJ=D*Z^z7zltF>fxRa(<@v)&(-i%Yl5vt!~IjFd=5pQEv=R_@zpcb!o?-Y
z`<Rh(4!6@4r(Y@O7M6zaQL*YZj|uOj7JM?#|3tQUhVG=<B*bLhzl=^J`cPt$LlHA^
z0^gUY$@Vf}O}3jT_FK5haBTgjo%!eEU&i(NF!yZ1#V;NV|1A;mBR`o0WXXOkn0MA^
zIxYIn`H|+cHtG`>L4^_>et}ryuy%ZK9p%0A7-rR#;Xm-7up@w`&icvY#tQDfgXIUX
z#e`C+ro$U!uPh<?Ia-k1wIkwgE3RYpugTCSiw1YX%oVY!J0U(swj)N<?()Lj%op0H
z{~-o;3nXC^Gz6X03-p*bCF&~4Trny3mslzJ#O}S@-xV8=6|!S?4KZ1>Ej-_vxy|vp
zp^m^~XParh$JZ;2nRB6bfZhRvi^d*L3auJGqc|HhMMMHIWax}1wXM|;lxN_~Hag5t
z-zYHFu+17>iyu8)+-ew4ibrd`eA#pBq#N!`%}+dk&zdE_YcY;k)kv}coN{Wn4R_F{
z!a-^p-BAJFzXe<08IO4O%#}5<mbvKY`Iyt=h`K^3W7W(eS9O@*;Wlz<hh~4VJBsk@
ze)g8|sr5Zfy+bc;7EuwxcdAg^{8Wfw%^;IK6nWZC^;|@hNkHJu5~<ZQ@6rtPZ#R!3
zVX#=;J9Tzv7_;{f1Z6%+VFplS8xo*)T_b3*P^^nsc|Et`LXhK_gvm5m|NNR%XON~|
z5KV#H{DZaapnj)Eq;*4O>*xYM-`Wh&mo{s$!)6SdJyK+Qa+6JoWGq-W$unf0*V%qE
eP;6$nAyFY7JO17v1-y69?gCwPu*6v0xcgt4H0PoK

literal 0
HcmV?d00001

diff --git a/Article/Fig_notions/escapeFirst_zoom.png b/Article/Fig_notions/escapeFirst_zoom.png
new file mode 100644
index 0000000000000000000000000000000000000000..a9038d5ccc3185c179f98e2f6a6432666bd88c95
GIT binary patch
literal 3453
zcmV-@4TAECP)<h;3K|Lk000e1NJLTq0071S003GD1^@s6<3A~700006VoOIv0RI60
z0RN!9r;`8x010qNS#tmY4#WTe4#WYKD-Ig~000McNliru;tUNI1`Y{}aJB#d4GKv_
zK~#9!?Ooea6j=~Fz@UDJ3J4BzQ8&WX{q|KO*7Xv*qAVba`Wu4GK4=+IbFwq58sDm3
zI(iuT^kurTD(kkev9U30t+j=Ph4!;7E-tp#TAR&g?dQLL{rdI7_s-AHFKq4mwlzWf
zc3j)~@7d>eeDpoPuD>4ix!?EK<-fPIv~=Nk=svM^(RHHldqKyGo`?E8{QXeRn>{~t
z|IqIU-M{GHnJl)Fl9D-@EH5v2HNPPPLISTryar$z8EFQuS&*he8p^NF&I4%{bRBG6
zfBs{U3n8R>ed^!QeL+YPJx}(#K>N%xU>1&w9CJukx}l_`gBYi$r(MKA8r9xRv$a)C
z&X57w_+Ha6jjh_K_C2p@{P`hGgsu;r2SXfHGc%-Pz63gts87OtLgZVhNTnhvyC2zg
z3o%McdWdm$b~gBishU{z6&PD(f)EL@CMui5GzIdN(E6(F%FbWCzvw(w-zJJ!h@De4
zw~Bo1xvI|%AsM<)=)M$Ul$7)o+N`w{;k&lF+I{2DmT6RP%d2dVYU7SY4u761+r>09
z)5w=)L#yl)^68Mz7iFhZWMt1-Wt*6fhkhT07$qgW7kGVreWqx7|Hd609;Oz&dE-Xc
z_GA2XRHH<BY}Hpl+o&y!5OS=r<FWf4Wv8;|5k)fOt1_Po9S@25wuKlaB|SyBy1F{c
z*tF=4WW4pe<Kt0C<86M##;866(=2KPT#cJB_Jr~O%m-29CMtUt)%;Q4j(tzfiBl0A
zSt4`$r5j301`tDK6PV4$G<Y=k=kVxg)CC%Q7WE0(-x>0#npw4dnav-KtElmxXs%ln
z5zzM;BKs`w$z*cDNAS<v`&P(zEyO4(8IXyp+0^f$h;`JawSCk0=zA<Oe{gV+x-qLO
zD}(DX4URM=ioB}(z8*wH26kRiAHy^@^VL+g$d2cc03ivh=djOJpK{IzDcw*~(oqy^
zYiqNiH;8GHXqG36Q)DB!>iMwq^Z%EP(-^`r+d9fNF-;!L=FPHZYK{{69M%0GB=B3+
zqVYb4w`5pcst}{3WQdhwnuA3|vstc;Em9-IYWAqA!4W&cB#SgFH*ZSUt7f;V&+D?p
zSA0gZsgY0MStgb_fDj1XFO&;ch*46~Q$Q;#E3=*rm(|$J2K-goqilUvnHcqz(EU<#
zbnJLX-{Uk{{e5d~O}c-mB9ZwTUh^Z3%(9%lMn?PozM<SMH7<poJ3H?}jFOU$Ob{>5
zY&w;_Vj3yR+Ndl|bf0M~^}JA}7^`D2&95Tq51%F(r}6BW*R0G}K&%g9lT=Nw_Ulr8
zD;3%2)-T;qQqn;Tmea&)mi?QiW=pDlg;-xH)`yB+hg!MDkdN`^>ivnbOY668Nw%|(
z8+^DV_DuC9)sB-<pA=;Tu=~d<Mhh`YN_sD(?_G;(eC>@?`%kHwfN2CZf*kc(RCYqG
zi-^W~4!>*cweP-#+D!u?0b-3<O}T%*9tmvwU(%N`F=Wd=$7oI&^Ci)9Egz$#WXQ*0
z*`m=3wJ5uk&G})zLAKYf7nO}uvsMwyrTS88WZBmF{ONORt+nenu6GdvU9Uf$X?(SU
z(f@w-_xDF3joOnKW!a+7J@S^1QBpF57*Q69@xp3<si^P4dfZ0i6i8F3{f<<=oFRj+
zL-5z*zwg)i^zoDQps!rHBH84sPloO@VtY2$*F)>u-?K<#>qRRS3o%McB0h%7+C(Sa
zAfJWVjw<_=)p%-e)@TPplxyVI|MKO_Ai|lCKsDs;jbUV5I3M)o)Ep`l*=H<Mbn=vK
zZ*Od**sHf=eVWn@B_*8~dvkMhHe|Ci+nRL+L97nzG?(qF9gT>y93Zu(8?i=6lb)QM
ze7_J;lWnYrd^BcLt1KGQ=vfOvWs}CnDO3x`pXc72H-#7_B@i*D)9FmnC@gPY?M4yJ
z;$__~SR8|`ukIrxW$~4h4=4Teu<Lg|!dQvg^b9Ffjms+YvK5|DHuJLTh6*uCN_wmm
z;_n#?gCejhTf-0tAy2jo20}zOr=0aj{dn?GTJQGs_Qn6-+iR`0Hl0qtt+Q}B-A$r(
zF)C89h&_wrsFp`GvjO#>MZX)hFIOQ(Nl6be*u<Q%aSW9e$#y<evrZX8pn8fA?>~eP
zf!Vx!4k;L$#O8%$yM(B<{LBLI8d&W@&ybkiN42stJGrV5qoiaAF&LYqB1p71s#*ga
zWr<jhRumD8HG;PELQAnPERMq17j;eqn=7KSf@&R&>T_gg@<r!iM7!=6Vw999h!Nda
zZBnEen6JW+0j+Bq>;3WjQ9i<t{iWDk4Yk9fnyaO<OKQzNn-_r)COcg>id5=x)qYxP
z)^_<AB_#@CsI|7NqRsm%>a07IdxUIf^AX-1y^}6<x;YKm#M#+%D!Zn33qkA((y%Pz
zt$t5sjhHWhkSXdrWP9$azE1fVB_#@CjLlnT8W14|iz8UY+0mgkgKzWB=CI~njA@`~
z_G*@mK^X<8PZFCps;<kfQ=L|eK4-J^*m0xXS=0(n)kiMGC@JY7hFT%z-{}3fZ&M4}
zyzb@Y<<?qjhX-0mysho6VIN>2rXjPFhSXd#!~!9W%p%EZZM9k#qiWJ<?iKT8m~WDu
ziW`lPGasiAqokyV7%D5^eFNWx!9KSdW<Pz?5aRgwxU1-Al+5|3wbt6s_IB46WtvOX
zaH>xbWl7Yy3(HnjD-YRuGggkVQ&|nJ#$}*okYu6MoV|);l#~p;*jB;E`YW-VBmc&s
z>{d39*^tHCm@i(wOkJQyn5-sJZE<9~zIyelwbt71?yiI^swU6c{wyxS*fI5d)LL%!
zelj0|-A|7c-m)nlqoicW$2dDX8?*tL&8GHYGVyPyy}5QC_IHmY+gsmQsmWv_*}S&@
z>cxxHjoIDV39&+BX9%kIRqX?%o(DRAwSSb#UPW{6&~Z=&UbJU1ngRHu>wD>jl9CQ$
zcpo9k>ZmrL-+IJAZ@Ta8dU|?#0Xgja{d@;I&TsecOKgOfmr10#clWMz{AiXavZ<rC
zd$hk3Lb7Pxi5g)?lC9DA>)Y=J#g%H#cS*_6i|jiQW+xM6>jhNJhq{3yjbQ8+i$6r?
zfFMm~|Nr;%=cxx_$fmBJ?HD+gU1P^%h{o<CvLsMvNi+e<&jCTcFUrv>#3(5lLX51&
zjLx%Q|A%Z)R@3c$5yWPA8`EzY+l3HI7372c_3YUwq+!{pj9pUub!B}C7T@xpBjoYy
z5sHUp<0lpQE-8s1hUz=0ND@VgXtpbg*rF+>UQ>7^L2(kM`Tgh2)<-^0wEt1or@4Rc
zUdqQ{@f-iS#itmX<q;cAlU02ewc7}sVOYAMq@<%D?%cT}8OvjPrJ^^NX@V@jkB;Zr
zE#x!!_=w-CnkQSarp^FlId14YpC{uqCYBkXR%CkC5cviy3z*#}^!!<8#5v!#bVEr=
z=Y`tZ+L{fqCE5N#NRvjVhDP~(#7Z!>#^-GL&pjK0BJXS+HdlioQ1(6{ACKi0d4&D<
z_3P9R?e_-{MzKaJ0?%oFGM}URN|lsk5JP=))jmUB)G43o3lYyt?TU?Zwoo3wM-GoD
ztgeDhcU3FlSf4KzKS1}(Ux#OnkcPJX$4{Q5p6jEB4^xO3Weexn&e9DfC7l;+dwY8p
zvHhbpyeg{|MJ#!i8tE{Yoi2*9f6?qh)2!AnOI;taQmSu&zK47>gb1j6iJE(rWs{yf
zeVY1V|MBRN^!r6ph*46~dog!*c4n8sB4zsnsoA&8r(kouSr1iq{i;ptBfbntZ0mEl
zOhcnO1cV4kqqA=2s9r{8v$B~2Ss#);r#~M*9_7;%Vw98&Ax1Rfob^G*cDWu~4}w^V
zD8G)@L$<hSctaA~dW1pjj?WtQnjW!W{ycq6y+2>I!y)q_$HuFo>t}QO{Qnu!6k?Q=
zbYwENH>uZfZ0@((t(w`U(Ht%G|7>0Z)1U}}(ETwD?b$59_2O9_t58Jo1vXDx<@Hs~
zoUPwrzbB7mY;KC0!GVrzY*rygNr{3O+3wiU$vo=Jy0MXRm5pLHEYrXqDXp6cigWn&
z4FRrQyVhOL_Xakf#P9pM67PH1el|X&`U-4be6(K~`n#F~$GVZsSqh~aN=iD2!88GS
z^T$pOitaN+V5|dTUl_t5O^W(mdG^U)kJsd^n}yf37CHCp*!q6o_XI{Y@6j$FEN+$U
z#vaWHW0io>x|l+Yl9D0B$aa)tk?pY^4YOI2{=C>EBQ_h*Yi3`!fmo2MSFd($eB`Sj
z778Jnk6+k&s28yLBDVEevxY>dQ=dA2Jli)cI-ONzH`$CsXo-|=C@C56F_>?lvJGm@
zH|wVTt9%mVBX~B6Roo#Tf%WQTHm_;}BP8)YjK5wVc}HF55vzszI*qM3%ucF`vZSce
fvJj)BM3Dah|9&RlIh2`j00000NkvXXu0mjfuDZ(X

literal 0
HcmV?d00001

diff --git a/Article/biblio.bib b/Article/biblio.bib
index c11be37..a50546e 100755
--- a/Article/biblio.bib
+++ b/Article/biblio.bib
@@ -131,7 +131,7 @@
 
 
 @inproceedings{LuAl15,
-  title = {CannyLines: A parameter-free line segment detector},
+  title = {CannyLines: a parameter-free line segment detector},
   author = {Lu, Xiaohu and Yao, Jian and Li, Kai and Li, Li},
   booktitle = {International Conference on Image Processing (ICIP)},
   publisher = {IEEE},
diff --git a/Article/intro.tex b/Article/intro.tex
index f755bef..ed01ccd 100755
--- a/Article/intro.tex
+++ b/Article/intro.tex
@@ -20,8 +20,9 @@ to better fit to the discrete nature of most of todays data to process.
 In particular, the notion of blurred segment \cite{DebledAl05,Buzer07} was
 introduced to cope with the image noise or other sources of imperfections
 from the real world by the mean of a width parameter.
-Efficient algorithms were designed to recognize these digital objects in
-binary images.
+It is well suited to reflect the required edge quality information.
+Moreover efficient algorithms have already been designed to recognize
+these digital objects in binary images.
 
 The present work aims at designing a flexible tool to detect blurred segments
 with optimal width and orientation in gray-level images for as well
@@ -69,7 +70,7 @@ accuracy.
 It results that more steps would inevitably be necessary to process higher
 resolution images.
 
-\subsection{Main contritions}
+\subsection{Main contributions}
 
 The work presented in this paper aims at solving both former mentioned
 drawbacks through two main contributions:
diff --git a/Article/notions.tex b/Article/notions.tex
index a104d45..039b2f6 100755
--- a/Article/notions.tex
+++ b/Article/notions.tex
@@ -14,37 +14,40 @@ is the set of points $P(x,y)$ of $\mathbb{Z}^2$ that satisfy :
 $0 \leq ax + by - c < \nu$.
 \end{definition}
 
-The parameters of the digital line are its slope $b/a$, its height $c$
-and its arithmetic width $\nu$. The set of points is organized as a
-periodic pattern of length $p = (|a|, |b|)$.
-When $\nu = p$, $\mathcal{L}$ is the narrowest 8-connected line
+In the following, we note $\delta(\mathcal{L}) = b/a$ the slope of
+digital line $\mathcal{L}$, $w(\mathcal{L}) = \nu$ its arithmetical width,
+$h_P(\mathcal{L}) = c - ax - by$ its {\it shift} to point $P(x,y)$,
+$h_0(\mathcal{L}) = c$ its {\it shift} to origin, and
+$p(\mathcal{L}) = max(|a|,|b|)$ its period (i.e. the length of its
+periodic pattern).
+When $\nu = p$, then $\mathcal{L}$ is the narrowest 8-connected line
 and is called a naive line.
 
 \begin{definition}
 A blurred segment $\mathcal{B}$ of assigned width $\varepsilon$ is a set
 of points in $\mathbb{Z}^2$ that all belong to a digital line of
-arithmetical width $\varepsilon$.
+arithmetical width $\nu = \varepsilon$.
 \end{definition}
 
 A linear-time algorithm to recognize a blurred segment of assigned width
 $\varepsilon$ \cite{DebledAl05} is used in the work.
 It is based on an incremental growth of the convex hull of the blurred
-segment when adding each point successively.
+segment when adding each point $P_i$ successively.
 The minimal width $\mu$ of the blurred segment $\mathcal{B}$ is the
 arithmetical width of the narrowest digital straight line that contains
 $\mathcal{B}$.
 It is also the minimal width of the convex hull of $\mathcal{B}$,
 that can be computed by Melkman's algorithm \cite{Melkman87}.
-The extension of the blurred segment $\mathcal{B}_i$ of assigned width
-$\varepsilon$ and minimal width $\mu_i$ at step $i$ with a new input point
-$P_{i+1}$ is thus controlled by the recognition test $\mu_{i+1} < \varepsilon$.
+The extension of the blurred segment $\mathcal{B}_{i-1}$ of assigned width
+$\varepsilon$ and minimal width $\mu_{i-1}$ at step $i-1$ with a new input
+point $P_i$ is thus controlled by the recognition test $\mu_i < \varepsilon$.
 
 \begin{figure}[h]
 \center
   \input{Fig_notions/bswidth}
   \caption{A growing blurred segment $\mathcal{B}_i$ :
-when adding the new point $P_{i+1}$, the blurred segment minimal width
-augments from $\mu_i$ to $\mu_{i+1}$; if the new width $\mu_{+1}$ exceeds
+when adding the new point $P_i$, the blurred segment minimal width
+augments from $\mu_{i-1}$ to $\mu_i$; if the new width $\mu_i$ exceeds
 the assigned width $\varepsilon$, then the new input point is rejected.}
   \label{fig:bs}
 \end{figure}
@@ -54,22 +57,34 @@ following way.
 At the beginning, a large width $\varepsilon_0$ is assigned to the
 recognition problem to allow the detection of large blurred segments.
 Then, when no more aumentation of the minimal width is observed as the
-segment grows ($\mu_{i+\lambda} = \mu_i$), the assigned width is fixed
-to the observed minimal width in order to avoid the incorporation of
-spurious outliers in further parts of the segment.
+segment grows ($\mu_{i+\lambda} = \mu_i$), the assigned width is set at
+a near value to the observed minimal width in order to avoid the
+incorporation of spurious outliers in further parts of the segment.
 
 \subsection{Directional scan}
 
-A directional scan is a partition of a digital straight line $\mathcal{D}$,
-called the {\it scan strip}, into scans $S_i$, each of them being a
-segment of a naive line $\mathcal{S}_i$ orthogonal to $\mathcal{D}$.
+A directional scan $DS$ is an ordered partition restricted to the image
+domain $\mathcal{I}$ of a digital straight line $\mathcal{D}$,
+called the {\it scan strip}, into scans $S_i$, each of them being a segment
+of a naive line $\mathcal{N}_i$ orthogonal to $\mathcal{D}$.
 \begin{equation}
-S_i = \mathcal{D} \cap \mathcal{S}_i, \mathcal{S}_i \perp \mathcal{D}
+DS = \left\{ S_i = \mathcal{D} \cap \mathcal{N}_i \cap \mathcal{I} |
+\delta(\mathcal{N}_i) = - \delta^{-1}(\mathcal{D})
+\cap h_0(\mathcal{N}_i) = h_0(\mathcal{N}_{i-1}) + p(\mathcal{D}) \right\}
+%S_i = \mathcal{D} \cap \mathcal{N}_i, \mathcal{N}_i \perp \mathcal{D}
 \end{equation}
-The scans $S_i$ are developed on each side of a central scan $S_0$,
-and labelled with their manhattan distance ($d_1 = |d_x| + |d_y|$) to
-the central line $\mathcal{S}_0$ and a positive (resp.  negative) sign
-if they are on the left (resp. right) side of $\mathcal{S}_0$.
+In this expression, the clause
+$\delta(\mathcal{N}_i) = - \delta^{-1}(\mathcal{D})$
+expresses the othogonality constraint between the scan lines $\mathcal{N}_i$
+and the scan strip $\mathcal{D}$.
+Then the shift of the period $p(\mathcal{D})$ between successive scans
+guarantees that all points of the scan strip are travelled one and only one
+time.
+
+The scans $S_i$ are developed on each side of a start scan $S_0$,
+and ordered by their distance to the start line $\mathcal{N}_0$ with
+a positive (resp.  negative) sign if they are on the left (resp. right)
+side of $\mathcal{N}_0$.
 
 \begin{figure}[h]
 \center
@@ -78,7 +93,7 @@ if they are on the left (resp. right) side of $\mathcal{S}_0$.
   \label{fig:ds}
 \end{figure}
 
-A directional scan can be defined by its central scan $S_0$.
+A directional scan can be defined by its start scan $S_0$.
 If $A(x_A,y_A)$ and $B(x_B,y_B)$ are the end points of $S_0$,
 the scan strip is defined by :
 \begin{equation}
@@ -88,17 +103,17 @@ the scan strip is defined by :
 where $\delta_x = x_B - x_A, \delta_y = y_B - y_A,
 c_1 = a\cdot x_A + b\cdot y_A$ and $c_2 = a\cdot x_B + b\cdot y_B$.
 
-The scan line $\mathcal{S}_i$ is then defined by :
+The scan line $\mathcal{N}_i$ is then defined by :
 \begin{equation}
-\mathcal{S}_i(A,B) = \mathcal{L}(\delta_y, -\delta_x,
+\mathcal{N}_i(A,B) = \mathcal{L}(\delta_y, -\delta_x,
 \delta_y\cdot x_A - \delta_X\cdot y_A + i\cdot \nu_{AB}, \nu_{AB})
 \end{equation}
 where $\nu_{AB} = max (|\delta_x|, |\delta_y|)$
 
-The scan lines length is $d_\infty(AB)$ or $d_\infty(AB)-1$, where $d_\infty$
-is the chessboard distance ($d_\infty = max (|d_x|,|d_y|)$).
-In practice, this difference of length between scan lines is not a drawback,
-as the image bounds should also be processed anyway.
+%The scan lines length is $d_\infty(AB)$ or $d_\infty(AB)-1$, where $d_\infty$
+%is the chessboard distance ($d_\infty = max (|d_x|,|d_y|)$).
+%In practice, this difference of length between scan lines is not a drawback,
+%as the image bounds should also be processed anyway.
 
 A directional scan can also be defined by its central point $C(x_C,y_C)$,
 its direction $\vec{D}(x_D,y_D)$ and its width $w$. The scan strip is :
@@ -108,86 +123,98 @@ its direction $\vec{D}(x_D,y_D)$ and its width $w$. The scan strip is :
 \end{equation}
 
 \noindent
-and the scan line $\mathcal{S}_i(C,\vec{D},w)$ :
+and the scan line $\mathcal{N}_i(C,\vec{D},w)$ :
 \begin{equation}
-\mathcal{S}_i(C,\vec{D},w) = \mathcal{L}(x_D, y_D,
+\mathcal{N}_i(C,\vec{D},w) = \mathcal{L}(x_D, y_D,
      x_D\cdot x_C + y_D\cdot y_C - w / 2 + i\cdot w, max (|x_D|,|y_D|)
 \end{equation}
 
 \subsection{Adaptive directional scan}
 
-The blurred segment is searched inside a directional scan which position
+The blurred segment is searched within a directional scan which position
 and orientation are given by the user, or defined in arbitrary direction in
 unsupervised mode.
 Most of the times, the detection stops where the segment escapes sideways
-froms the scan strip.
-Therefore a second search is run again using an other directional scan aligned
+froms the scan strip (\RefFig{fig:escape}).
+Therefore a second search is run again using a second directional scan aligned
 on the detected segment.
-But only an estimation of this blurred segment direction is provided,
+But only a quantized estimation of this blurred segment direction is given,
 and the longer the real segment, the higher the probability to fail again
 on a blurred segment escape from the directional scan.
 
 \begin{figure}[h]
 \center
-  \begin{picture}(300,40)
-  \end{picture}
+  \begin{tabular}{c}
+    \includegraphics[width=0.49\textwidth]{Fig_notions/escapeFirst_zoom.png}
+  \end{tabular}
   \caption{Example of early detection failures
            on side escapes from the directional scan.}
-  \label{fig:sideEscapes}
+  \label{fig:escape}
 \end{figure}
 
-Even in ideal situation where the detected segment is a perfect line,
-its width is never null as a result of the discretization process.
-The estimated direction accuracy is mostly constrained by the length of
-the detected segment.
-To avoid these side escapes, the scan should not be a linear strip but
-rather a conic shape to take into account the blurred segment preimage.
-% Of course this problem is amplified when ideal BS are considered.
-% -> FAUX : c'est relativement plus penalisant sur 1 BS reduit a 2 pts
-% que sur un BS qu'on n'autorise pas a s'elargir.
-This side shift is amplified in situations where the blurred segment is
-left free to get thicker in order to capture possible noisy features.
-The assigned width is then still greater than the detected minimal width,
-so that the segment can move within the directional scan.
-Knowing the detected blurred segment shape and the image size, it is
-possible to define a conic scan area, but this solution is computationaly
-expensive because it leads to useless exploration of large image areas.
-
-\begin{figure}[h]
-\center
-  %\begin{picture}(300,40)
-  %\end{picture}
-  \input{Fig_notions/bscone}
-  \caption{Possible extension area based
-           on the detected blurred segment preimage.}
-  \label{fig:cone}
-\end{figure}
-
-The solution implemented in the former work was to let some arbitrary
-margin between the scan strip width and the assigned width to the detection,
-and to perform two fine detection steps, using for each of them the direction
-found at the former step.
+%Even in ideal situation where the detected segment is a perfect line,
+%its width is never null as a result of the discretization process.
+%The estimated direction accuracy is mostly constrained by the length of
+%the detected segment.
+%To avoid these side escapes, the scan should not be a linear strip but
+%rather a conic shape to take into account the blurred segment preimage.
+%This side shift is amplified in situations where the blurred segment is
+%left free to get thicker in order to capture possible noisy features.
+%The assigned width is then still greater than the detected minimal width,
+%so that the segment can move within the directional scan.
+%Knowing the detected blurred segment shape and the image size, it is
+%possible to define a conic scan area, but this solution is computationaly
+%expensive because it leads to useless exploration of large image areas.
+%
+%\begin{figure}[h]
+%\center
+%  %\begin{picture}(300,40)
+%  %\end{picture}
+%  \input{Fig_notions/bscone}
+%  \caption{Possible extension area based
+%           on the detected blurred segment preimage.}
+%  \label{fig:cone}
+%\end{figure}
+
+In the former work, an additional refinement step was run,
+but doing so, the problem was just delayed further.
+%The solution implemented in the former work was to let some arbitrary
+%margin between the scan strip width and the assigned width to the detection,
+%and to perform two fine detection steps, using for each of them the direction
+%found at the former step.
 This process could be itered as long as the blurred segment escapes from
-the directional scanner using as any detection steps as necessary.
-But it produces a useless computational coast, because of the margin left,
-but also of the multiple detection of the same segment start points.
+the directional scanner using as any fine detection steps as necessary.
+But the multiple detection of the same segment start points produces
+a useless computational coast.
+
+Here the proposed solution is to dynamically adapt the scan direction on
+the detection result.
+At each position $i+1$, the scan strip is updated using the direction
+of the blurred segment computed at the former position $i$.
+The adaptive directional scan $ADS$ is then defined by :
+\begin{equation}
+%S_i = \mathcal{D}_{i-1} \cap \mathcal{N}_i
+ADS = \left\{ S_i = \mathcal{D}_i \cap \mathcal{N}_i \cap \mathcal{I} |
+\delta(\mathcal{N}_i) = - \delta^{-1}(\mathcal{D}_0)
+\cap h_0(\mathcal{N}_i) = h_0(\mathcal{N}_{i-1}) + p(\mathcal{D})
+\cap \mathcal{D}_{i+1} = d (\mathcal{B}_i,\varepsilon) \right\}
+\end{equation}
+The last clause expresses the update of the scan bounds at step $i+1$.
+Compared to static directional scans, the scan strip moves while
+scan lines remain fixed.
+An example of adaptive directional scan is given in \RefFig{fig:adaption}.
 
 \begin{figure}[h]
 \center
-  \begin{picture}(300,40)
-  \end{picture}
+  \begin{tabular}{c@{\hspace{0.2cm}}c}
+    \includegraphics[width=0.49\textwidth]{Fig_notions/adaptionBounds_zoom.png} &
+    \includegraphics[width=0.49\textwidth]{Fig_notions/adaptionLines_zoom.png}
+  \end{tabular}
   \caption{Example of blurred segment detection
-           using an adaptive directional scan.}
-  \label{fig:adaptiveScan}
+           using an adaptive directional scan.
+           On the right picture, the scan bounds are displayed in red, the
+           detected blurred segment in blue, and its bounding lines in green.
+           The left picture displays the successive scans.
+           Adaption is quite sensible when crossing the tile joins.}
+  \label{fig:adaption}
 \end{figure}
-
-The proposed solution is to dynamically adapt the scan direction on the
-detection result.
-At each position $i$, the scan strip is updated using the direction and
-minimal width of the blurred segment computed at the former position $i-1$,
-that is :
-\begin{equation}
-S_i = \mathcal{D}_{i-1} \cap \mathcal{S}_i
-\end{equation}
-Compared to static directional scans, the scan strip is variable while the
-scan lines remain fixed.
-- 
GitLab