@@ -104,6 +104,13 @@ Steffen Möller, Geert Smant, Joep de Ligt, Pjotr Prins"
#:url "https://doi.org/10.1038/s41597-022-01720-9"
#:date (string->date "2022-09-04" "~Y-~m-~d")
#:type (C_ "publication type" "Journal article")
+ #:scientific? #true)
+ (publication
+ #:title "Source Code Archiving to the Rescue of Reproducible Deployment"
+ #:authors "Ludovic Courtès, Timothy Sample, Simon Tournier, Stefano Zacchiroli"
+ #:url "https://hal.science/hal-04586520v1"
+ #:date (string->date "2024-05-24" "~Y-~m-~d")
+ #:type (C_ "publication type" "Conference paper")
#:scientific? #true)))
new file mode 100644
@@ -0,0 +1,69 @@
+title: Source code archiving in Guix: new publication
+author: Ludovic Courtès, Timothy Sample, Simon Tournier, Stefano Zacchiroli
+tags: Research
+date: 2024-05-31 12:00:00
+---
+
+We are glad to announce the publication of a new research paper entitled
+[*Source Code Archiving to the Rescue of Reproducible
+Deployment*](https://hal.science/hal-04586520v1) for the [ACM Conference
+on Reproducibility and Replicability](https://acm-rep.github.io/2024/).
+The paper presents work that has been done since we started [connecting
+Guix with the Software Heritage (SWH)
+archive](https://guix.gnu.org/en/blog/2019/connecting-reproducible-deployment-to-a-long-term-source-code-archive/)
+five years ago:
+
+> The ability to *verify* research results and to *experiment* with
+> methodologies are core tenets of science. As research results are
+> increasingly the outcome of computational processes, software plays a
+> central role. GNU Guix is a software deployment tool that supports
+> *reproducible* software deployment, making it a foundation for
+> computational research workflows. To achieve reproducibility, we must
+> first ensure the source code of software packages Guix deploys remains
+> available.
+>
+> We describe our work connecting Guix with Software Heritage, the
+> universal source code archive, making Guix the first free software
+> distribution and tool backed by a stable archive. Our contribution is
+> twofold: we explain the rationale and present the design and
+> implementation we came up with; second, we report on the archival
+> coverage for package source code with data collected over five years and
+> discuss remaining challenges.
+
+The ability to retrieve package source code is important for researchers
+who need to be able to
+[replay](https://guix.gnu.org/en/blog/2024/adventures-on-the-quest-for-long-term-reproducible-deployment/)
+scientific workflows, but it’s just as important for engineers and
+developers alike, who may also have [good reasons to redeploy or to
+audit](https://guix.gnu.org/en/blog/2024/identifying-software/) past
+package sets.
+
+Support for source code archiving and recovery in Guix has improved a
+lot over the past five years, in particular with:
+
+ - Support for recovering source code tarballs (`tar.gz` and similar
+ files): this is made possible by
+ [Disarchive](https://ngyro.com/software/disarchive.html), written by
+ Timothy Sample.
+
+![Diagram taken from the paper showing Disarchive tarball “disassembly” and “assembly”.](/static/blog/img/swh-paper-disarchive.png)
+
+ - The ability to look up data [by nar
+ hash](https://archive.softwareheritage.org/api/1/extid/doc/) in the
+ SWH archive (“nar” is the *normalized archive* format used by Nix
+ and Guix), thanks to fellow SWH hackers. This, in turn, allows Guix
+ to look up *any* version control checkout [by content
+ hash](https://issues.guix.gnu.org/68741)—Git, Subversion, Mercurial,
+ you name it!
+ - The monitoring of archival coverage with Timothy’s [*Preservation of
+ Guix* reports](https://ngyro.com/pog-reports/latest/) has allowed us
+ to identify discrepancies in Guix, Disarchive, and/or SWH and to
+ increase archival coverage.
+
+![Graph taken from the paper showing package source code archival coverage over time.](/static/blog/img/swh-paper-coverage.png)
+
+94% of the packages in a January 2024 snapshot of Guix are known to have
+their source code archived!
+
+Check out [the paper](https://hal.science/hal-04586520v1) to learn more
+about the machinery at play and the current status.
new file mode 100644
GIT binary patch
literal 65166
zcmeFZg;UjE)Hf=qARt}RBGM_6(jXz--6?r!4h_;E-QC^Y-7QiFknS$&x?fO#&)m6p
z=6(Nw$6>}fvG;fF)obm~Iswv>!iey=@Xww-L;NE0S@zkp=VZ^GK_|b02HsJj-!TII
zdv3%3MgG;RS98l!OV6IYefH%upFCJ|ZypvbuW-$C^gCYvr!&a=hckLuhzHX&bdZN~
zSz}H2!ToKcso-=8^*4$gc;z;J*zIOG5eZMGpU%nR!w($w2X8(`>Yy2t*%-Arx`6wd
zH&dKPHovb8vv0OcSLf&V`)FaLJ$p&P3k5Ij0X>CbS!uXllnDLbd%WarVL_?SA3uD0
zPumX4S6z{O1M%+);7tKKH<<rkc}%{1W37@L$NE2;zOKK-`JY#c*xG#tcDf6H_XD2G
zu(o3KKd+QEJcwf_104V7k&gsCQTM+D{4WRoZ#nQ8-x?DGLp+7k@#<t<QF!Hl^tEjg
z4y-=EUenS5{L9LEPeP)1cYRi<SX@w0fcrt$yBM$iM&_SBdfLPLo5h%J|IEIacUYuv
zy|rEqW<`3#kd~ZmVD+C-{9uQEm$>d!aV3`KbhBT}(fi#Y`#+o7$3U5(QQ~m!U3sGY
z(a_rHUc9lM>1HTH{r47I4PZvSgj(kz|4gqD1+WwB&NiWcmbV0feqE36>@vgg@40*Y
zy!ui!n$7W|*#m=vjn_`f&;J>+lV@EWo0OE)w>T8bhA?V!@?6vD60*<Wz`xsjp2NQt
za}*U7buP6oIFZD*hReJ;Pt+3f?uEEzh2CDD{_y;0?yl9zVXrF&Htk$4J4fAQnlAig
zbTMOU`T&|NxR-n(EcWT*pquo{-QC(VxV;<9L5^78(UFmnv0}!f&Bw==Y^~Lq@_$-C
zOI93QE$GByk&3<DRzCBOAO2qeFAygbWd4tjyjj5MKYy|`WBGSPT{IM{zR8J+7sks{
zAHpk(|1D)p_3#%cSy|Ej9($B~iiqzl{?~bU#J%`@-n9}!z!5{QMHf3b{`2QZG6(E-
zwpc8nCX8fcLR8T$*E@yB$H%%WMrxFQTq1@g5>&X4I+ydg%U*deibj27V<U^Zjt;6;
zALSwh@&*lU1wXS#Q}(aMyk&g+cKEQ?yN`x8|83y}g?hMdeO*rSpH^g`YWI;Qr0WX&
z`wmJepaF>?8vN=+i3_FsiFN?vcWeB*RgIFy)l0XN=8Z~=&syd1&g|c@sZP{8fV{l@
z)DX66Qfs+4ek>Xp8rtvAo)u!w>1LqgH)QVN|6x-b7WCCi_S$(X4Iv>RQPDu!1M*pC
z%NVgLfnHy^e<TwEE`0@ux+dzM?u`LH8EyYZ`SL%W`U?Z%0QUsa{wI#AM{#i2nz8*8
z$I9b@Qp$D3{yR`HaG)_H0zAoo{09SCA7E4jk^QH@pQ+oz{+E>hFISd`XJab=F@F<N
znhNjY;6XD}!7Hu2Tr=NHnrdA_LbY0Gc@xiR95E;<wnx)>By3Pq*mpnUkAhVZOKWIc
zcQz=YnqFNwX8Om*3S0VPxL=%DUmP8A*;1I_<%H&HJ@Dcwomy_bVp!Y3cUXx2BmEyA
zJevlM=j>fjaCc6B+0^>_ynLhhvvLzO7z<)|av2Qci$okf5ix=TR?#>v#Qt5y?YR<>
zl-$@_R5-djMY|C|Zt?p#{7tjl?PZIjWA<E4@$d+{5445FK}t$Pgh@4j=2%rzR=;4O
zEDH;>aYBMTZZUlBuXzn-TpC4|`ns>>;xh$qO4B(HlS_dn^S?NyvubMEzkURlML(t+
z@BgM7?@%D+rUr^5BR_t4ysXvYaRDQ<vMQkmr|`I|>tz<?<%#CY7f!bNsh}B0hK5c|
zo=IW9Gdnqp?$<{HfdUc}57Iw<)>v53yhNCy=Hjxm`X-vKNX1MseiDK!5vg7hHW)oQ
zX~%P0H}_c&EDHGJZYk)$X0`Cr{y@`_(z$nUCev^Pe~QYGan{zsq4wq=QTKOLH?pB2
zmTHrvUr`uwtN;=<hv1V5Aia~;RI%NI^fcW*x7qj}|3NR$>-PX<V|&;jrC)M#&Xeq%
zF)3&oY$<nZS0aM!?7DHylU0kms-}SF;DBa!{p088eAPEZ%m3N86Z9G4<SvUF<VTp_
z{H`+A_YkD*aaI;e%6A_=aB_2tzdNp4C|0R7e+)Q1@eb*a&+r_<{$Wz>;}d`N5_?s*
zQBaUntf$EjL$c@x|08gPRrUH$vHqj!6|yN);etFp2gt1JA!=I14}x+^o#0XuIX
z*7JI@^CbtUE+&!s5D+e|NtkDIdU{PmPE}4$R!h2Qv7#{(e07dYp+ZAFGckmp>P4}l
zPixw3{zp1OFz)Eb_rw-$ZBUW=+-`;m??(BptR$P8B(uNv^>e6cT74<bw{f`mVRDp~
z>Q~eMQtG)$VpN@s4dcr!Ro)O7R%8bvZ0vkLKY91qjqk4q$f|O`cnZTGqbx(pT{njD
z<`frTKPL9-p3}624W<bDnP&pWUb=*a5V~Dit9~(-)X-275WuVuP9K$Mpx4OB%ONYO
zSQd^}v#FpcPAn``%@iZ@p{MP@_oAoizq+}BdD)*OE49XbbcT3*dU||3md)9wWLf6U
z&#(OXvos%{qw4IsTyBL_>Ow+HdG{!*&Op`;^sT^ydMX+9u8ZWtcEYT+PX=GMiF`iQ
zM1s=`5Px|a?;^3l>gtNq?rgzNDvVavp=l-DH~wm3<+%Qw2!evqj*jaF29tFt55x@}
z3p7~)vHeZ1uFcP%yZ!+5I?dmo*K6U(LjbTs>%3)sqep{)<hJFHH%cWhc-N<Hh$o6-
ze<q-lm?f(g@=6oMZhxyK4+d-NMx?g#ka^o`#U1k5Qy?R2<WRT}i;s;yTV~4%d5<<f
zvtcG1S8)<1+8o9<Fr<><?QMC>YW$P8>x*!RevxML%?(k?#l>!h{FG@`_1D}W1YJ&M
z-S_nLQdu4FXBYg#U%oWU$!6&4@}r0>+Z!$*Ao%cO)7%)zd>Ia3RT-0k;%X489*8rT
z!7FDG18A>^%8J|RA7D>(JifGB-6UR3j+-5>0b=P22HXAaRAg@J;XDU19i4pbz{avK
zC54g_>(KLl{hv$PJVVEEI4#Qf&(LKuh0gF<XzV(DNnnw(>;hhY4-Djk_yv3r4^3~6
zb73S$j_JmmQuH}P9LUwYKCb;9cr9db+K_!PI5<A9wz9l==j?%tO>nd@SX-s=Jk%lP
znLx=%#9`7+$=&v%!espL=_%bNz3uLptMX=**JEOrB=9WA*Jxy~zo}}!VHbu*nPH(s
zH#UaEL!}T8gzx#V=b{{v(&u(kEn!`)R$89ffrbuELK20Dc&0FUHpzUZpb%Vbry6WA
zINP#HuI1`*Y7?r$jk%M(_cQrse2{8~x?o2Kb7?cU>o+!iG^9Q;nJJVwHu<%8aDt3n
zqU(P3e6AGHbq}8D_($ZAYZc)fAOWaev^J#QvkmZOO33ivk4~;##lV6FI$w<GJ{3qa
z85*P(6^zIh;(5pZ9*+C4H>D=b5yMCRdn1u3^zNooK<C&BeRJgG_ySw??eXzB0;2I`
zLYu#THD2xO9XuXK7b!93s<gbF)Q1HZ&f?c%O|nFkik8)vXBrB@^L7&I3?HQ8iDMll
zk!0ZKcqVsxmOC5uNIKd)zi>Dhe)?PsfrFP$bA=8Lwp+&(gnaQCWKxyzY7+ADJJ>1Q
z*)7CfgRB%g7a?o$XG1=QxU(jx9~IX)UPPlcmj1q(dVU*exOmGcx)R@*I@MaDxNFFL
z<fEa2PG;L#7%L!fC%}JO9^2$9p>O;gY6#SPHj_^01&dg3b&W}m;QSp|CL!`-6xp75
zjljX26`j3VGG*k(?XJH9Uc*wI{=xMJ-VwHvQnqT)gZvKJZNN+MroyqgQ4oZd^*!?5
zVgZyvee6Za?Lt~V=MPm6VkJ{l*n2{?x-v0lI=a`cd*kHByHj%3j>)yPrOzGWH8MT)
zUQMu0=$`e7t(YH)5adMRj%cyDP~Pa9Yrqkn3b-HF=mpc!extLuwwX4E?p<U+A9Ima
zdVwJ2OLIv~6}?ka$l7`i5!|6|`UxT6DZab2b7U(QBj8vp?}y_^IwBX<Y*DYV-HsVI
zx;WovHW`n}E-4A@4mxb>p<#OFg9vITA;4;rylQQ2f};))xM$oCJdUx9U9PnFRil4p
z13I*Hb}%YyeNQHjwM5>oSlZyEp`I;kiXm#JQ{PmfxV#$LrQ=z0K$rqXX`e@Ik5LQr
zYs}4!ZA{FK?HUwbIS8m#a~9FBh&#x)7{Z!bma(<c>9fNG>ozj+@DMy8!MxnoElS~9
zJu2M+8J)kzV^lD^({`o=YNP6E%xHz~1=+>0FbXp$Y+TP7f-DcT`w%&JAN*a@$w`B_
zPy7t;W2afD!srX2(nA^>>7+dA<f2rA$@dZx!dkyv_@ufXSctf!{UDgo<>m{H#$ApQ
zDzq4hPD9Ng#W!1UrbA^EBMy`;w1QubqOKtP{sz^n5`2%ejLMQr5>A$)JN{Bi7OtgR
zlT^J#-Xu(bm<_`Ewhh)D_23)%;gN%x9(D`!gA`|@!?o@CSmxs80JPYEB%LyY<Yn;4
zEw1v<s%K;|_6K5%HWa6A{m>5ahk0`rcHOyMP4rR$(-Xo(U-R-QhesywlvES6sCr*#
z$HsO|c4}O}**L%*&YN#}w4@)G8~R#p%*SWXVrchGk_E3OQ<M$`g(72L`?%{zMv_!o
zO9Gy}$<r|O6Pbs|)@493Ha&q{{%#o&+||bqJnzL3m#5vjSg*~*haIDjs!Hh^4d*Vb
zF%5lh@0vSFni5ORKbxn3D~8m3Q!N|1k|bWGGsI*3NV4L^et&f>Y8ma<dl-sF;@zQ-
zHnJjh+v06m(9~2@QGvwHlK7FN?ww?ZyNLbL=H|S;SP^*Re2zSc^J<%(W3jiD9P$>_
z&A~1_>0cg_I>2T1>Cntc#?Zn}kbv7;b+OIE|A5OmlxTH*{-Ep)dIX%S^D58gQRRgu
z<66Z9YK8U<F5X~dM8t1Qq&H!|JCR#e%iI(NJx9>m&>X)QYbw~mvDi{$oWUJ8qpvu}
zjmND-GyyqeSLuD6{?9z>M0KY5#@_B8GME={`ABoV>36J23wUL)x93>!N#sv-b6K;K
zW&iSKW}}&UE7|b^jc~q0i^0<yL1HiEL#~c4<@2z{g9eNK2nl3POD-eP66=YA0zAX{
z2L;Dq=t3|Q>atGrjf0dwvRL5sVN~nDwWDJ$0uYmyP`-)|2JV<puLr6+3ecWs46IM0
zqV_+(mMB}|D#@V=&f#WJtPK~t?65C6Y?%usVn<!JQj()B&Gra>$v|Moy}#5g);cwT
z!NlC3xVUxFYZjTC+nZf<hp^Ec9JUpRIM;HDjy#$`$fZXb;nCH#KqB<}bDM2<VV%oV
z#MiYxLXlD*KkJgMDaw~&!%U@V6=iv%3wiSS)w!eCNo;b`%EX6gt30Mo?g-pJ9HN^A
znwW3eA6Obhb9ibP-ZFkW-c@j#-CUQ%wNB=)WF`BQt|t(o6{e!5R3c9?K#gE(I%r}N
z#JqzWTqE=Fi8fvJJxz~L;2=5D=0<YzhcnQ|?e1dvd7Ptyfk6O}dG2nVt(T*C{2C^g
zGDkoP>2Gu)d)G9W28Et2dyvB_7u8)v;W58rqM)atk=<0zcTvF^O{c=navl@AiH(&k
zM?qcg3D+3w8|p8ZAgT|840qf~Ciq!Q`2#&o5%{Ek)ZtKr%VJ1<T!Pd2fY+;OYo^zb
zL@;+dg40wrO{<kBXH+7V$rbAhckLm!J6W-`)@$LgRLx9dG#1z0&_PU5{S*hAJCcGP
zL(3tBcPcI#UO9Z}GE0bl65tToSl*U(iSm3}PD)~XX?;c2*-Fse$%(r?@*ZK0_EZ?(
z9nAwyTgpY?z;%O@kNgTDAr=b$7KwNQ{61f&WYP$iJ!5SJE|K+m__&WXcIg*nx~|4R
zaq8nD@XI8owNI%v%pb~4bzMr)$sMAUHuMgSczM}U=1*g;9qaVue25n8chcuv3U0Po
zOI6kkH<RksEfw==1ee}@XT?JL_U+c`{B=k`Ku{ojk1X`Uj?asMVfy?Z=9RqV&Ca8A
zYBlSvg(<<`CunWFU-Z7lwbaOUQLnI(TAj{;KzJ73`eLn+4<E0>o}6fqka&$V{-nzS
z{XTm28c|YG64zt6_3Gtz@JYgl%uOM0wR@sWNxmfsb21O(+<^hzTh(u6UpCN}s84%G
zvKtx-8m<FpX9s+JO&s-#f4qqnEm0f{_ex`jf@1Mn6(+Tp##tos(L#fHEkekkt(?kz
ztbF-#mf&_2e0S!>YCg+h+xHs%kV*(46#pT|{Q;v#O$dk94P}Ycz-~cy^qKpf+4x;^
zj-sZ#x`w)HVz@#=xPn`KRY`_oz@2%DX3DUG!x?|x%E89Lx=*nUI2Ac1Z@l^U=7lhV
zi+Y$70p8ltn{O7N<O67WEs$AAq~OgK<BYSjvk2!gz9%*z(b3sigp;G=?gl+qHaLq{
z$*FB(w?J&rM)KZ%Wm@Zk`$A5=Zm+wS9C6Eeozgx1ID5T%auU%QNrThAAuUVQGv@8H
zE(^|y@2|>bvd!Hp(ywsFc-)tXG?#O|j#>mcpKa|^cb206Y%BX>W1-VDIXhV1@~~*r
z88S(Y-rPSlv^QJ5Yco1L(oc!Ga2#?GFg3+Ofzb*p3-jQ-^u=_(_1?d|tUpt$wTqBz
z<>-dVzA~X+iG;fFGE$0VdU89b-Na-qlAJCuXx}iyNAXj&&Z(^9s!u3)L#e?XHl2D&
zarDIwW~h4_E?zXblwmTP)%H+)(tzkKn=K*&LR+f@7}HdncbYQtfc1EMP}JP8`kdZl
zJFjVQ6CR#UQGR1^9aGi3S@q(YbB~%e!k2d|B(%0`RI66F;EIoZUhTB39p4ew5-YLy
z_!PCZ;nm@DArBvkbqFEdZL4o61zD&Mky4I9+1SpQaIB+a*P_d6<YhD*5BT_b<0L7E
zeeux1%-NJ0!WEs)cpMgckj8Q?PXi<E#f313+T=EE<VzvJ7lOimq&>vQ-{kGrt2KhE
zM76#gXYXlEgGy*9_Tn+vEWiW5zchF9-+5PFUOcF)jvdRf=h9;st}8_=QSYvah@Csr
zkRHbf*-5n9Q@>{!e@OB0qYabdqZ(hI<BfQUOpmO;E6q$56)4n{Dm(+BnE1{>&A|DK
z^*sb?3MD*tx7xUpk&#hWR+ff?2}v<A(pP<R)crf;9XoplXz??#`*+do_HkZBM6gT~
z%$(kbA;{|>_qt>HmpP?jz4S~IQkRH1ovF`mdrmtLv^F<bXyR^i_NQ@_+)f{48y$JB
z)`B;xh#I}hsRC2|FJlcZ4#o==_rnJh$)v#V$;c*?232|r9&7Vhy1STJyRgr?yQ$(^
z*ly6-Mug2__Gt~Dq~^Te$2Tl0py26HOPQI8=<B1Pp}dmXxw`t2=*}MAw+<$SV@cf2
zpmr%KIe8%YXnwKB?!`6FufwUa<?~DSz8s>NFR!S5sAMzilVd#YJCw*eH3Y9x)CmpA
zww)uP7Taa&d~k}){Tv9!kCY{Rl^R~cdl7$B?k6vG$+?#FDYE84d&a;FWnv}TN0YE`
zepz<W-$#O$EC-t33l&3GsnPwbzm)XboRuFhQ+ekPvk79X;t+7G<JqHt&|;uZBPfLP
zF_=b~hNty5-bk^l`+Ji`$39lkR8oQB?M3<a_{~s)T`{|lT68<cd?Ki%*)|`1<WcW>
z!?vf!QBWv`5L6iyR7q7BScZj#6OK=`*vW9J-}o$gpl2t6aXFYmG&`fA;KicT%_YpG
z-%A+ZWx8S$0mu1<#3n4O=v11vxn5-Cc7^FEMMW%3Y^|aa${$}%Crsw4eC5$Tfkp<e
z_oVktCNU8*!&Ovr2dUv1418dp$!O+B70O>CzBm@;GAt_#HCbw-^DjS&-P%g4nYt_i
zlk8%)N&V34WjxX&I316x=CUDUrKKe@{&5_nC@x-BN>8Sk6%ep&IHI6dnjE6~v7-pH
z5c$r&C9ObFMK;^=I6|`S#=eXCd{L`fHsD!CONHtTMQ>!08*w`ns?NPm`Z)^rY%!q#
z-ABKiGyTT+*mC9G7Yyhg(>Wy?&S_P)F3ON-Rz%x9I$tFnL;g(Tul3=BW#0oxl-I9X
zA8vLl4Ad_6Z+5!!Q#(2u5OKiGv~!>ga{_LkKEvsS=;&xix)ON(+%7yx?{4T@{~l^l
z(ZTUbn+rnjjTY?#Xa2S*2loBgWTM6fUDr2P&`mA|aPy797$@WkO0lugS|x?FG6mij
z8Cwgn8P1V`Sgl063vU;uluk>K%+$v2V!n633Kp7~a>93uL_$EoXJVtG%x8su>2h<u
zYuci5I-8{OFs-=WVfEV8SjEji!BaGV-ciC_h4ws)Ri4U@zBN*>Idgse(vASAX=o^h
zG<3ef54xZQSQwFPklo%H1O&{ltaLOwgtli?Zr|8ntDqp_ob+bx^@U?OkE`c86p!P1
zG%wsB8EE#=G(@R=u#r84%WOoDxYj*uzw50yE_pNbT7%BK&FB;7hjwzZxAnPNJIn&E
z&~EPJ+PSrhw$B+HFykZ48eWgers)B_>rWd~$Av)W&S_2L`g%AhSITkLP)1Bghs^DF
zjf;ADGXbxeXA?)Kp96>W`_-+n#VPYocDsA5P1)z?3rrF+GMZn%7A^M>{Kn4j3<|QL
zDikYoXw3R8E3r>%)`$0jv6>y7mC*IaUBJ5Doi`$yB=<R_g6pOwnavG~ZqZp=;cMP>
z)|cmD{&{I>drR%Vz5IC4-=MND7eFqT+S+)#DB`&Jh9TbGdr=)VJQ$s`FQBnGW&I??
zlnn|CBlWNe?$KGUm{|&>;dB$)c;}tvrJuKz-_^9Vpt|yLT}q`=tJhIZ`D?k~-4IPT
zvwm%h`qlyT5-}luCGwOBqYYHiea@OWQ%qm0MbeIX2{oCJYyG9VNZgho-4xL^_t?*Z
zyS`c5+A=`f7G1r%SV={CE3K&Mw|Vsgl~cgsoFB@*2peNMDr$O~DKC1s)#5F2eQT&+
z=)`m6J7%gXNDN&x_!Y-yg3^@wtpS=={2ITapcScoj!8L<ze7io$Q-loS8TJu)-cWA
z%LA*P;o;m+#DsjB)88e6_h$&;eh_$sXry^$zo;wwO4)Be;gwneT)RoQxt*OwVhIYW
z-c9Gr<vKh#Sr-=utyGQ@nV;!35(HbwVC+BKEb`bn1SPnh+9(x4iOGW@a>cSb*Duh;
z6ehdR5Z7lPhVQ^mqDM_KCeu0sFdCo+Dzk4r_z}`DrDeUoUv-3KBqWIKck1dLiJPPg
zkA*a8bAmX3p{89f<@y}BQmT@ksMRF#cBrCd1XIevgb>W(q51~gxE*(&@6U}cavwHF
zMEp8S)N)-5-|qCiJKhpdz_gCqO({e<@lDL@70pE=<a}s{#bcoKDfS#jHgtUVk$ejO
zm|s_1nv~Q>SXgfvnZx$E_w<6@QZSvO34396(KGHiJ71xHSb+1==GwDZubDW8XzkE&
zHMz9X*iw`ajVzc^6R|qcMUFuQ_Xr4uZp3^QOK(B$?nArUs}Z<~Duo5n*6fNuIK$WR
zM?+Ys$_@*z9C^jNSSZ8x)A$H6&@tz^m@~v8YD?)A+ufZ`o0pqA7F@SCwrky~E{;0!
z42RrFf(=lW)yUy3b;iV9<aj_sMc=w-sXgo(ur=dOXH6H)A-4?{l){B)#~}%<n}YMy
zr6nr}qao{SDU>u#{%p@D-y%9_XvE7Z1Sqv368^FqNs_?|sFnUW>wefAx#)I7zHC>+
zCJVI2w}0k$WQcS21l!`h;tve`SZI1OnV@RM`SSu!2THNGA;<Ufa?9<aI};9)C$Ck?
zX6Ll;Q^hrnlscW4M^8CCwyx9R27fz8U;2|}a<>8|549YpA2-dp^j9C--fVl53@@*;
zsHnJ$%hxYo6zuJd?W!$c(K6_Ukki{QKXR(aw!um9$DQ^i{@BQug9XjmuRxAzRoHv2
z_J5?iJ2|C|voatOEs${Hhjuy>=T!`+{4Tr%pZw%`F+jb09Ea3$5&6Yr7xP32lQ5wq
z&xBXRi@7my0Hz77O0mDXkBPd2jYH_clyXT=N5)ny_L+J>Y$hAI^+?Yu`kld+HYbr^
zCB#liO+${jx0Ip*+)w@?2V`a@ZJTvOY-MwCgn;;yRK0G8{??uO(%1N=<>olusD-lV
zYt#KQ#~Y9aGZnR^KGcY{-Rzbw?e;{zSREJIx$8+k8OZpT7RYhI))W_SmriShf^N8{
zWuu`1ExG|~P$;goy$dGC{)hqR{u}ubsVx1iK#<>2cp3#2mF4BpfkuP!y^1F?x3a^U
zNQ^vMj(l{!d~ltf$gA@UCY=LV%6pW>tQ;Xya$%iS)O&$4gA7v~oR_I?4b1e&#vDg`
zcoEQGy$BdJ|99`8rI9Ptb^DPA9WNEs^Rm+U0#cPBFU-9N1P@zoPLEe(%lF}AHnzrG
zq~Zf~Y;WcKgRSY6-lo6S#dhH?m-k!BuYk7^2xhjkPJaM%R#pL#HK)8qMy<4MC>$$Q
zfu?hrM%T5eK<0FFD9P9404!a?-i+RIBnB4|T}|T^i$E;hNyb@(wj<{XBj_EP#6ita
zVaH^sT+bY0rgbi;v(de<+VeYAmmV}*Cd8_e3kNVVzU^xKq17-(??VuRHjYTEs87@9
zAZ+)C`PuGpRLZk6Oy+9LVEDCZi?42WB^+2G3F@|LO+L+#%S~>Yp;onvu&u4H;-}iB
ztU0A++pvQ|kYb-7T`LmIs>=ip;^JaAjEp~vL5t}?e`BS);o7g2!NI_(y+pxBqfw~!
ze0G0krh6-BcotM8=L-vTdtKH<RHf7C7ff`)F~az=&(KG)83W6gw`*;#dPky}R@MVd
zisAF46LNE2x0V%tN!6B%o%uPcgoU+De~M^2;^C2$q?{{ImfeFy*))aQ`kENjkeiD(
zXfGo4b}X5H=LK>W>CtZ{7f`u{z1V_B;tE=mNKrvqT}{(30_VG<G*~Ru<3s<?-}V=h
zFFEI#Yk!qp?1HYv@l7c@NifoQ#h~bDX1h0`u1bmAz&*}~cj`*+aL#!onYVhn8RZc^
ziy`G!@CZf_`{2zvtM`nIC>$00#OSYMcDQekqyiMqqV@x8y$czjJg`w_y0vfXQ7I|M
z^7F^QXM{=zdzQ8|b6GaVKB;c5OVbG1)h8SEq)JNhsUZDYi?MX#hWD~)`L(SFd@%Yo
z@&lL+Z26AQlXb%MXB5-j?r6)xu<^~WaCQsL%4jGof4U-+d!112F0W%)f`L2lbH*+R
zd6jOr9>FWcz3k^9b0O?DLV7+ERyUi{T%Dpsnm?zR**lV0YtuG+B@G{T=l6rD=J8Z_
zcB3nvJ!F{*y$}|@_VK;+fl<@%j1;)48N*?X3{9`HLPeHq+kU)o8w>lmP?6dGbqu3v
ztDhUMN0E4OW1w2tfnca0UrA@x-itrj!9i!&(Z5xHaQY(dG{i4<aZ$54y6a+hoix(7
zr_0;nONAe$eh3Y4eH8{|E%?^TGnDXbMb8Lr?{rrC?}RHDPYOf}aW&NEGmaw~F*H<d
zr1F(S)M=(}YVM7;{RSO)tVh|#;qhvcM`(@XTo#kc-nZ1vGhvPbcPv<s2otE!ihNM;
z%8JkMAVH!gfnp}7C)CymRH6er;W6l^Qt>keMim7|Wt!SxW#tR*{4W7x^RkGi=JrJF
zx@SF|ryv|GeEl8c2nQYxl(}N+RocN20#o3&Z5FM}uCH3JH-uCyCMr5w=Od%N&uIL|
z%@K}6v%{V>FIZ%^vq>eeF}o8c3W{YXBI{5pPwF6)dGLo&IbL;Wsn*|}H3E*;ER7_i
ziQ>LPNqrFqc=!;|KvvhiYj#V{f{RD)Cf(ijE{~?xLuz;B+|G>=^+oJ7m63Szgd!AS
zE^yzctpb(kt3JwkI`lJJOsQ0p%Q)g7wf^^STW|Ht^P9ug-bC4<?Ku8)@cq>$&&^&X
zeaq!aCo)f$X7ER&k)b4Zo8bgzAUGAr#^$d{ZA^?Z0-8<^uWh}%K(3hDm-mL##^g=R
zE7z<Aw|n16WhFCWS(eucZg-xCZgtBe>(fXfsSc-MTYZZUK4V`KSu8m2#$!I_(kt2$
zFiK<4tG4L6s{r^56d#X${t`@TMH<Z}@O*<Ef78q4iHQk`L>9a4pX=?gMC$d{+3cF5
z+&6n1hfS3xlLa^*4PUK0UmOH$n{NF`X9J3GP`n)6Ab=7&f9rvbj1fBp{KdpfV#UZC
ztt%$=Q&5&D1~<D}h+puKULW$BqQm~Sv2z&ZusLYd`q?_;LQJR5a*&WUjtxJmS<rDB
zKr9p9OfDgU!&vv6`4sIDsX>5VCUbt3kdTm-m6ewEwg{$16{@S_T}HY2T#ZB$+n6m8
zkN~k74!zOR(kc>rhoC*!0RXBvoX^cvRdJ!&#-sJ0z$wfmdd8ygL^rGw-IW++-+`7o
zBYkw17EMc(T#S-*bhMU&tj~+o;X~Q`MQqs;;Li2R&*wKj$0wThh){nM=7d`W9PCiS
zQK`XKuaPBiCwS69L@I9=qT1*IJQXAK5H~0%GuW`c%vM=O=7YfiMkj%ie+G)RD<EB^
z*YykmK6ZZLB*Ha;wLd0_1$=MM=RnGqF6+@sLwoE&0Ng7Ev+W_pFVu*LCpuP3T|r(}
zNg+2cx^Nv{A`^`sds<LQr0f72<IS7-Y_--`i(zjyRPEP{gbSpIQjv-X6K23!2BEu?
z1P{gvCOM&u=)v8<g{<i-2*uiLofU~H5gwi?1h%Of2A0(f;xYf*7fNOD<mTeAw>FOI
zW6^tdb{tq%(85sIAc~(bg|@k8Doe8J{cw4PD7$9q_VP9{!tdCZFpj-2T`w+mQaSDq
z@Gv~^*F_e!_haJnQjcTc@KXTXhuK^0%&^_A0Q4<!`Ka(}&Sh;oJ3B?i7!>yE$^C%=
z(WH*u5JZHfVHY<4;@_g#5s6!fu3&FyMKnk`>;9tH#al?=e#|F*^}`>Rbsl9X)bl};
zkDw-$YL8(4M>rLOqq8%f?$zaO3R`YkTAOX350~=hXsS}ayl?c9hBuo(7=W3<cE3hA
zdi7*{KKy6D#dr?66i{YJudW@@1$6aj)Oa491I3aybj_=J6y(Y2>E|PzoqhYiztop?
zFEG)a_mQj>6c;no#3UwC<9C_GFRKs&kOdlQ%az)uUM)>}rFx{+^`14pJ6bjNKU;-C
zTd-_JbBi!0oXETX_)0Tb;pp(o3buvIb}LLL(WhCL&8@p`_(=6}pIOqQs{yZzyH()U
zCl5!8vjbeHVM_zx!`Lc4!i~v;Y_yxD^3d_t5UHn$n4D@1uKFX%5%T3O_GUgh{r-BF
zf3`cldjZ1HXk=>Ih9ydZL!x8gTsY~A`yiv&yHj(18U!s#?eSd&HdM1gUEYTkPjQ+_
zQE?DK)P!zh+Kz}zcj+whh|D-QTBnzC={<CyP5i(qwuD1XOGbw+R0`$`GgRwsn@@R@
zCISvRcvvB;lU%+=Y6R_r-;Um1e|w35Vn_@}RdTl;tF_>K*bMw#fZT8J;QhSgs_ib8
z{hUA2Ph(cAw86bRdQg(oyviZiJSXh$p-x?gj~0szYV`9<Y)tIxom1POM)a?@SAX#4
zZcak+)5!5ahZk|mS>hQdP+HTpcYJUiHvnTj3h0QDsEF_#Cu75@29aMpx^?;x>#!E6
z=@{nRFFH0B8INVpkI1df+4~0$=TKZ&Seq4aH!l8ak2~ysf0W$CK$BZ`v_Mr*#@JjT
zxuHZRcuxhlTConLzUW;<q?4pLTu1;?NJz(xjktWD+!N4DJH&&QpH6>{Ux<!V%>Pw?
znS@9<6+Q-<Ee;j~=gIU&X-w}a0KcHsywPLw@zz1)<cA{1pr9yl+L$~uqEmR`?OWGi
ztPqGxpWj8##6rRSmX1MsXOsGPl8gI0dvO@#t3xPH^HMupJ;dPAuf<@N3HJG5Aro@G
zA&w2B%20q66%(_1u}zGIj?VF`76@L;vuYOg*`3Ts{P6yQ+NU9vAeW|_19pLp1<tiV
z^PWL_77$ORox`k;7^XorJdyjuhuUF5s&i`1zCWlaAOzw0sDq==5|~X<>~Lxbx9coX
z4xt%24Zv%WQrzuDkPN{f)eVmB@J>Hu61;*Vk<4WU;8f)Z+IY_PnvMW$qIOp@d9Wbr
zB}~i3Wcac`MC8icuO{&C&*!kI`x1kNGWkrNI>e~W*B5&cZ^mh(zd*Y0b+m5)Y)&{l
z;C&J}91eg7)$8>lnYBgq>(iFoA1(xgj7C%DPu?y(oNgq7R<62$V5sGe4=ToL*&oa7
z)w(~yzB@J;jG@E`bXas%>f@vT8LnMP`3!1LlgDyxrG^Wev69;RLThrOaKHp3IB=1O
z>lgtE-+A-4FDfhekk)bQs(QDjZf<@U6MKbr%tuf``4bIYVR4=rq=|#1v5bY{Q^n$0
zq@J_=1tR==`X@w{ZHdP&rrby60@uM<`qrC+MxNWFPCr5?5iKJpC#S_0SEJzsAYss|
z28wqR6Coj(oQkr$!RcuwHXlSa2s#!KQLF3Cc~sOQQ5u``IgR~~(IocM-O^T;yFj7z
zh@m0ztlZH)<pFXmTIPzPURmgP6;gy$bvbIKtIKO&vaW`P`bH*ZM<=mzPcDW}Kgr+n
z{#-d5o$MyXTYLa_EX7?y(iHGUCI=tD)Lw~+Y9i{ksc@?qjmHwNV{q}O1fbxnD5YbZ
zuYi{Gk(}B?X8mx+h--&Xr8=)>o#k?O5Oz7)*5)Rw`@PGpd>ahS3pI2y@yo5uP}Sg$
z%j4A#U;*FPW4&q=DCp>3qDQxxVJ?LQ1tvf?kaq;+OD>zq4nqO8NzO$x&W%`XHZ8od
zT1*uBJp%5`o6J7IEvA=|<XpqKky7noekV-t#Q|mbm56==ENcDfe2H*EFyL^L6x!@7
z)xRBiK8Gzs^0ySFihgIEzzQOa!9aDxxz_tsAQnqk3{9z@pj>agUZ7AI7#L{TpT_4E
z7LE`ezr1cvuuP+*#>i>$5o)jE+VK>m5?lD&;rEFxN2=U95$4DHk~z+7*;6%Zi_!Z_
zO)eLKZ^NzLq>uP8Wkrulbwj7wPiu^oDpS-wVS`RJMKjXRzRcAgd{UB@*HBiMlU9$^
zQq__vG?9NL=4aIb!YJqwDmuJ*0rR@v%GZxv?&BM(lgEfM4dlN=_=Iz`Gzl|ru`+pc
z5pFLUJB_i$M5%Y0vr`UlcMa3IAgLj%_ijIzcvJ72S3CIc#H-MKLQ@Ac?pBXiu?H|j
zs~i0q<;hMF;7@iVPzX>7<CEUJ!8Bg6ehi>M$nFKeZR=pY0YW?VXNTywn~ig#rco^-
zh&$BOTn>&mDG2C7yA{fJH<{)<dwm!M=avq5TnyLs!nrSCujHruY)+|xx>cKM*G1?!
zdr-k(lB$Uu7G24W&$F5AyA<Js)Q%Aq_b%ARk@QLF|3lSQ=Xj_VyRM}2>~X1}q@eKJ
zmEb^<LK@9)^siv4&mTjg>8~pK#*51_SMm@!7ODz2u6p;Il70sl-wR|Drt8?XI^sfS
zOS9<|fsETufxAwAeLg;yg3bi5o`y#;{D-Elj^I_axOzTXOj#<2{3no}Ic$Hlx}_iF
zUUaxz$=NqzF0tV1RS$|q7B%4J5(*Z<`NVcO#O@%44C3J#@>@1%*W8~ux5y4DQ+-15
zmZ<@SlsyNNSsd+)u*th(;BJVZc@G_p@oY>@&A`ZiF9HJ#`=+P2F|ZKVIhbgUG4CV_
zT>W~)Y)o;%>&Z)Y0U$lGq0HVIt>m_c<{FFBb~EIFted*A<{nK`reuZGfK_{!^XM+M
zS@X4{!bZH(KRC%;EI?Eforgoo4@cwkcoznUN!;0U%mNZk_9$?_y!0|6VSaa4#eB3W
zKYR)<meGLzl%R#h2FYsQq?}T_eVX5Fu!2O}btAn_adZ_i`;8e?{-gvzKIsjhOwrjm
z*W;jbM>ii<_X(`H8ZY7*rjiJK$;sm6z8m}npppSqUVPg!B`k(=>sf8=eI+XenbT!b
zVtji$6l|Qvqf%*?0?*yE(}&QBA-p}E!XvWKXyhU(cVE<DeRzqpOzR3eCHw~<{Z$UY
z7$q`sE;B%b??yPpYV;~yGG)g>CtaF)!tCPH5Y#7*qXYrOm4C;Wn?Z#NuG#i7;Aow*
z=F7L+W^sALGU$ABI?q86zQ+9jKJ;AaGtIcmy+pNL+{ye-zjGWOp?8rpAhj9Br#&rg
z0V#%XcZ|%oDlN=>uay=iBbTgOr>{ukH8Rj{eS&(nX+D;;gCb=FF=)z__tOT2Au*E_
zH(Kr*p)w>_${E?(D#%Z2tsV>@=nBVHtItV2yw%*@ja?ms8B2s~^Buk;e-ErGJum-5
z+)@|7nI!NLLE$bB=+oIiM6>7E*!W=sF#}^q`KR86r@;r0EnuD~!0pux)T^eeu^JGI
zh6pYMv?amHu#Cln_9t!dd*raCG$hOZ)my}_#gw~)qnQ<`X{jA%Lw$}CeVL~trg<O&
zJI$aZ)>c&Ux;E?HlW1wtnc`P!ORA3&#+0O-{hj%sAp<a@x=}@a=g{=c&G}`r>{sp1
z-}Exf+#MFe|AzGzkHjlMl?Z5iQfZl)vQw~IDV*LL(9C3A*@r(A$pdhC87x8!&$hxt
zb9=iB@n*xgSF;0Tj|p{}$2fp8vAz!VV1pVM*ga37*!pNyl-nhi#HC&Mhtu@{r`e~$
z973Q;lYOAX-J}c8LLypu!=+3Aq<C%1FY8<vmi-{<pB_^IjzN2^p;Ea*W&w+&<%8vI
z>3O{;K&W(^6>wzs1IQ=cQMZNLx$KM{sE;{47dv!kr#4-56;e;cF2w=t!?#f<s8(86
zIBDxUnlP<P*~%jsa(m>6r83mPx-}%-t}jGka-jL{j-bMH593MB|7KQ%cQquMRaeMu
zsx-@a{%rZ;QL@@$1bIP-@WJwc+xHZT(s;xkFEKrSVwgvekqI9i1AwEyzvlq@57JNl
z688D9poUKP?Af_dr3nq~)j!N&e>}rxT~Ng|I6p&iu1keZ28j?);%U+2M|Z-!oX=tr
z2F8?u8In=|^6V!Pj{F{h;<%ql!nBlwYeZe^%P10v_5Ms-@X`Y#WkfJzuP`u_8tdyF
zMc-!_f4~#{V}+Ngj|;IrlSr$pQb#*BHZ%n0bemB;omhIw9U%Ww1tpkQP{FIKSD0zo
z;LnyG(6oTej#uB}dJdS>PlSSQP=~?g=})Bmko6$O=0VOt%_~s=-`E^BeeDTCd>W+i
zjCtJ75!kMoe~>dT1BaI7&kV*r;1h#VUyZ$*pk~r!9I*~CY=THXsqt6J$4_9#UQtAw
z<kK%2(<U7Mogqofek7c*i#TnJC4WK{1k7~2p{t2_Qdw0%<4kBf4)^7jtlb3V<j{@k
z_iSt-R8L#hWdQa{jaKfV@oEiIKApfNw_4*h4Bn$yJfQc1alJ{mkD6mR&_05|wOMEK
zMb?v-M0kYnqP#CGui&*(3C@j;P0aO+KJ46i5}F6JA}|hOfT^fxV&xf8;gtU!bW>hO
zP5oyn-s4hKCXh`ubo3;mtb1!=k$3FhX_QZ5fD<(8KW*7Z&nvQsx@JT+x%r`-@N|m3
z$0?M%?=RJKMbm2dx@+&^pjX(Rj!*`AZ0B)to6SGGz{OBC^k3@rd|J}=IAPMHx2aAG
zlKvV8J6Z3W)cnZ$C1rr~_@<l$Rji~2%%ah%9kq9CTbC7Tj}lAb1D^Bodqv$%T#O3m
z?tQ5N6x4D6+{yu*n$#0hBx%~ZA|yF4b+@iPNwBe-Yi3w!bZ<N6-ZRF(Nf=^zvhrsy
zzXO96jNdv0?BA6g9(4<rTEHLvG?*~A;pF7n&r&dh`J+;4&jCt4dGv^x5nHZJn+<_{
zNJ&FA8K&nu=do(nxc&wjMIbRTU{+Oh!F-HJJSU@w%Nju2|K&USCq;sCMq4^}bjC%j
z$yP}#Xjle4fHZi;nKo-L1O7~2`T^otXAszaOE6|q?Ld1iv`UB5dG;9=N7nvN6t;cT
zMD{Xz&))lTvf3=2z2wvQ%ZU~k-{L<b1BCzqc6M$}vl-CHJQwr#i-9G{He!~xQG(Ql
z22X0v>nVv<c6NS6z+q3LQjt|uG&DcooS$zzlEm(?;7ESIK<5jz{pd6rs(?YeoE(^G
z$#}-~`<ugy<6~nbQW`T5w7c{9oPbfF@Ngo*Vs316b@2Yvv!USCvppmPN{mt*VbXu@
zOcs($BzW8B=H`;Db<{4pKe%dZr^RzQu7wLT;SLv;w%}rBC%)oaI$H^%&&kT#`&D15
zR%>CX*r9t)c67Yyi~<U-chwZXkasr4n*&n!$1qdp1U2WQPOVs^+yp*uu-o+pBS=U|
zNX%Cm%f-@Z5V{<-M^h^$jK@FRZt|R+odGq<G`3LD`9b61${f%m(5kcKql!+DLmq@A
zwn@#6qg|itG#P+aJI?>au<RFRRj~-v9zj^N{I<;IvsEz?q5l4H%%)R7vh8-Yj&0NM
zdw{wWKyZwft&L0ZBu7TtEVV&(%5myGK$A;tMk@};mE!0=NEjgeHLu5>T%S*NCy=S@
zbo$meG}M@E#eLATTss}*Y1M_bwy{9~U_hEpUzGt244QNONGcBq94Ne}wX{lqe&Yk<
zN7ggvE;qyfbow;j-WO&V*5<$JQ1^p^gPF|?Y;Bp4EFfi2joXN$HJtClMUH3{$v>n|
z7U-+0stO2ndO$rFpKhzPr+5pJPadM!WjVp^wETsnHc0k2ihd&d+l=~}TDIJ*AmHOQ
zIXS7KqLOptp&()w)=M+ZJgx3!Tp8n&>VAI(hfemIi2Ii<BB!YzbgE0a()d~eQ(7xQ
zO|ZnDyc}Lxv`vUu$;#@3>fZjoImE)%8kPnZH^tm;ZJ2ejD?B6P-QKg#nzFq;vuf45
z9|Fkh>+7y}XVXb!_3zS}G1+1j>&|1VvhH1*ny!9%H6tSZ6?_cFV+$Y&2|R>Se161m
z;*rHoiCqKHDmVIQIHX)-7LU@PQ(gfykAa3J0us_fr4jN*TM3vQ0TSJoNMzo4*Uzl!
zN$gsJXQYIvr}x)Zv9KA?o~zsvR##W^Ckx4?>>%$1#apxi^P|BcroZZ};C-NPYJtha
z&F$^0*w$NvA8C9!^lK_Ns1($tjTiYK8&TYAN&GqIUtg72)x7V|$6af@pPX5ebQ>0N
ztZY7pey~N@V~1+WQY0)2A^#os^%lucJlAm-x`@8}&IIM&N=LZ!L49vo(-;YnizOM`
zCH!ujUeD)Xg2K7kQTjpnz1h_B&{~H&(dJxEu#|}UcLQo8^Cv6T=7Z|47hiWI34m5z
z$N)N1-yCe03V_a(4wfiNR|~a(C=CZZ>~m=7*P}I`PC5|iU2czi8}0WyK4VKtq;lWo
z=ce#~gNqimTXenX?&=ax{&W@?oz~Wgd?EQ|S?zWxy+S$uTSmdU77@hZ)>_3*PyE7y
zWaHP+of=lBf#4$vMI>*x<G($KPZ#$!@15M=<P09sJhsM&`8XAkQB{HL@bh%94$#vL
zqdUuv)l_YDYeoU37lehOh&#>O&zXa*Q0%vOuD3D`ebs%3mr!@%@UNI}yhbllMoZ3*
zP67|-3f)_|mo*|Ti@eU-R6ahrVMzL8>*>}~P>AmRI2AoT>wDfn`Q@~*w81iu`&U!w
zH$aP<%AIQj7#=-`l<PqTqvPY_Q&U6h>CmH(qJm$ReXrY^q~!}o?KHY0P1ho-wQuS8
z)l<B_|IdG;m5tS`w|l{6KIbp+SLC9krR@%1TU+bu`aGWe*_u9`uv7QdHlh2i6~3^q
zQ)eaT&j9E{_Zl810FbbXOp3TS3NDOmR#o|j1we=WR{K;3d5&NLo`AGzV3xs@^Amm6
zY67Fd048x+D<O{D992w2#J6=Zaj$BHw*FAlYSlRee6H|hIr(Xa74Y0*g2SJ93=fHZ
z?D5vyY+m2o974(kM1D+0XkQ%6U)rDV&CnvR-0>*WsaNQK8T4B14PC4SrK;1hQh|Z%
z2UHTFK7GbaqvYGA(L~AM#Jl5jE^M>Cqbc%6uMCn*+0wGJpFPDZ|F}?t4bZy2yL$t4
z-${a}0x_vo?HReaT!EXG)6G$AO^ae49|eAIT?mqvl2R_uCD8p?Iz;BVEh8Qu%M^Yz
z!x^JgoRpRDjEID3?wQ=<BgdU#^H9!<d8tH6uG14K)?ejCO|r46Q%+h&BiQ<D)4!K7
zV$b~l3fW&6a3a{eSaj-_dzGVfs#RNq^sN|J^<|r`Cu{v+)_1Zd)o7jGSRt=*7+;hp
z++(mf1HKv#T_f(<T%!X$G#d@`N;1#mJ<)Sy&NAzD(IVPF;RSnI*QJ?5uDe@9&Z{l|
z8CHT8>HE>pb9~Xl5o*(4%{=o?!H*sGe5EN^Z||=2J;Ub4GQ&T9*F*V*`mi{!N&Y=P
zo8>dmUVmR-m}oW_G}`2NT9&nCNOQ$T$g}q|J4lBL>V2YewaMhhaN-96Uq#{}Tz2dC
z5orMWHGW(~ey-Yd`uq26$%xq9^;*`uveOLi?XP;S&qYYN7kFCEr}8xUN;z4_@tHmj
zavrbDiq%I`s86O96e#%i2qGtOGjo1e7#dXh{wHIi_}9sbOhzZl@f*eZ@=mqp*<A6F
zL4!ocOpOqd^IADd0KE;B)huJ2@a@T5C-rnPU7-m+n|TCxf1~^cNu2llu56=q<sX~F
z$hG^NDMZtSxw)UwD5Jl>nc!hd=r^Q&HB|6q7`(rrYmn-@ib+$Z7Vo#FjVcS!u7Be@
z-F(eVmjWtspDHFXyRD@$u|>1`AE2LI3#&pZ1(J{bw#T??`TntJWlCthSoi7P9W_vr
zYPvb^i(0E`z{W=(Pm_+0n)LR&u2tw6TAgG*F<OA2g(ppz?o}IVcIf`eSfGp^`#oPt
z?iUY{N*A4tA;BLdy41F8M8vC1BL@%ea4Id{=tpUfdj7uPSxnWC-(20tp*h`)#I+wa
zpYG{}(bKy1qdqsSlAz{EqL2K70YCXoSgAmrOL*bapyg`vSb}5N6Hh6YydTp|lOL$h
znlC2DEIR${2y(<OKr4fCR6y&L^IlD}FbpBFP4NM^k{Zp0AHeHa(es<<<dd0})=+G?
zyY!K`X+1wX&NG(wA@7=wikWvg45VLdJo7Y~!kEq@pKq1k8T|g0tjY1ue1Fp8Z)gDE
zH#);uW2V`X>DM1}mD1skx7lO8Bl_m6?KbN(bFHOvVp;nX%DEaO670;uy5Cv|_k$C@
zRlUA-81`@jzbY@u(48Ysm1^BZz;+1TJ!qz8p!%7_QStgu+S+FPSbI(U&>9$PF8fK|
zR<y4I8L>ORb&L`o`N@%@I=;4o_J%Np!AyClti7eZy;%LosSA=af1GNG|1yWu_V9pS
z2~a(i2evE$nTn5p<q-r7o>x#987aj$*Z=Gs?-ZkA&LwWQ8ngB(00z+Fr&(bH1vMQW
z_>oVo6XBwrZ*C;6=D0R~`5XLovlwL>=Z>m#yl-3cfFg2q2=ApJF(_s?^5HtajGudN
zqqT~9f$<cJM(B?QrFpysiv4tMxNZZx7CtCL`+m6<OcY#O?%al(>P|1cxS9!Z7Ock`
zE1-#H`x&TAgeUgS69RF49C*{Nh7kgSdW)2`S{!Fx7-RmrQd<!Z=lV}whNaj*dtC3^
zEUNX(UZLKLc50^~C$8*f`-FcZ+Wx$Nj9$U?-;%LVOh6_r+^*=nuALKVrx$KN0j-6<
z3=sgJ6}SohXa1_i3KWwSyp@cfUnT1|kxsQ6Ha?|-yk>xAb+PE0*J6LE2kvNHpoiwU
z7wsiD{~Ae}2Qa^Ft@5S{y|6KAJ_)v(3n3^OqPp;>qM}%me^gAPI-qkIPO>oA+iTU(
zmGYFdK6{BT2vC^$Ju7H%y~Bja9dOA?z1wKc{C}+v<I(yUBk1Tz*X>&NzYMIiaT!Vd
zm4iJ{VGkbo_3gpLD6xPOlbsg!R8{`k0xuK-P#9G_%Se`&Q7AoMrU6D9VG{pTn;4gs
zKoQ$}^_hu+i5qIa&ui!ZXVWGalj>O^Qp5VVs6kHpn7<h!L=m9Yyt&xEw&`|&jP@kW
zI%d$Mt0?XdCoM67bCy7lrqB%!{aojZep$6@&T~HDQseX2K$jl*pzmQr7u(oS|HZ|X
zAd6@3Z-v%Y{@9M`18<NZ7nFW?lqS$;n?d~Jf!F{ZATeeMW>+t`G-i0cCTsk24kQZT
z{HQQ?K%-H3G}@Px{1d+s1op4fCwcsJg}b~1;GS%+wO06Ii{<G0OUB`A4nWDC{F*ed
z>k1)cHP<>ty@|HKxz==Zr03kx%E7nz5!e8HjjiOFyGRh&Y;a(g(Aii|#APqfv2y;`
zyx=c%mgK)D+Im!sPaU}C<H<pajUr9L!>!TBG0MW>`+pm#k3ZNjmF~7y4+<)bT0Llz
zpgKi0C4yM|C375*656`7`$>0-KyHxVXbU9+BYzZucIMv_L=tF}iMc#)F?FBKHFevy
znXmJ1Y3`nOs`<<Er6_=a&n$Z{1r<hHt4SKvrn%930*kiI=>B?;06;MVjE^wkCkcXD
z&VHW~9Z#!WS`d8*#-IDsi;)DhNKBl_voTd!V;sWtbj^VFp*r#3kAko@1IjYy^5Xt%
zD#vC<LC>OblJ&hZQ?TK`o(#rUtfMq9iWe#1W4~nKQ{P_<wC_k&Fc1w%{+<Ejv7Iuw
zz=I472m82d#j8mBMWOV2UC%k&%y9qV15n2U?Fz;mU8&yt`;OT?#&x?3+Sg+KmAUri
zw12G>zDnT#VehTts_MS5QALnaDJkieP626Y1nKThrMr<1B_yT08|hMMknWW3+H{|}
zedT@s-|xFSH|OSfp+C0lwdR_0<TIWz7SQ@>AET=bal}Il*Qr)B1%L+<rrrlws<J>h
z;h5=l#%T8~BfH$A;7=>v$BO>qi2@JtpmvYMk=sg1UD@qeQ?2yS;9`8sv8Vj+c#YOQ
z*xI;Wbs@+|j)J5zp`2M2vgHPc*SIVPhn799m7<Fz@2|#Hi+!t;h`0662u+P$?yZ(=
zt0h$bolUFMcY9umwOlSLntdXz)=;rxEOlz(s^4kA5XWLv$;;NZ<Y#E$B^P&WZ}4n}
z{BHgta#NbRvewO9pMiz^*COm_dGq(vvkI=poWOt9<gq0+IXk@Os-sC)3D3vqcq}HC
zaq4M=i5*UG79no*<{=gP`?~dRs|in6limg(?u6I`(MdRz_<cR}I>)7{c1RWqVoxNS
zjDw7(JJs(k_=X~oewB6|dF4v|v2=pK3dzD3iJF@3*EjlCC;P8m{j3g%5SMNQeXnHd
zq-#HUiFd_@$2FBX-?XHpd?qvhcA609HSMrdk(juxlWXsFeS3I!yAiivlie%$k&@S5
zMwO>hP;+eKK>x3p-vBY+`mL(_(B=?+X54bX+U`tzW1_(+Rhz`79G%E&WX!*<{mEBm
zhh-VOVTR&^lfyoSqQVcOPnygE8gndHbF>ydG^LH#A15$XPfW_qvRJ7{nfw*6C3FCu
z?HvkoozrvoGiW&!6)6vy{HWE=6sxvqP^wuJQnGb1(vy?()x^SJF<w(#Ob#w@s!yG<
zOFOHTd$`zA%2eH8)Ck3l|ERqiCb(R4q*~qDL4yvVf<@KhVfn~jJqa;sqsIhC+#auI
z*rL)Kxkxh5_OWOKB|QAu)YgZ<ekE`R0ZWj9J-){q8LqVp>PRtNCD)_rbxM_gM@e|Y
zd}aX3P=wa3DeJO7vJf{`AUe-QTkb_vS)xaBuM95__@U=>PDkvrS-5XG@5<E4&9reD
zXtg`}b_sLu`^ddYaMlCmTqX;HN3YqfFI$YO>>TM)bPhSFKb$Ki*xS>yTykEHf&9f)
zy<z%kz`eV=tmbV_e`R0MSYU#(wwCCVea~Hl{Ju`{*Mxt~JdngSppTbxh!XDr(Y>pW
zX3FNbyr}29_cfz(Be~~+{$D%0<nI?D+Zyey5UA;la5(0~zRTxWSN$em5M3S{o1FM*
z$dgp-vrlr=T2keQ|8Bu^({S&j08O`NS$9V_$**i3CM*IRLqh=l7Uchs(=&^3!rs5|
z9@yJTSkMYs4^s9*%#uhgg^pRarqwIdUn~ayZP%dmLogO;RxpD~DiJ>+YF3&7>#q$5
zPeOoZJse@N@rhM%*?=3S!{S~C(gd#HW~aRnOaD3dKYMQqaOsj$mvXj$4iyN+hPQW@
zU<ood0~;HgeOhYcKOh108ul69#b>s=AW`j(qA)Tt+S}WE_wJqDT3_8!Klh;%D<VjN
zUdFsN=}*GN#oYv0$(k{_VG^5JR837y0%iryzqcs!`3t-mg9%uLDy5=|e$Cnc2k`c~
zi5HZ$jf^Oks;iO2#KgcLqH2fO&U^csCXkDOlR!}+&keA(a_7S(z~z?@s<DpyhvY`U
zWxoMPZfxs06ciLeHB!-SSraNc9_`c&7{WaN3{3&7yId%dsvtjKt;$pmz;QY662~i2
z(a_K;jen_woCrFVtNqp>#9}m0E;~E>Z8mynRB?04huatYp4XV$djEJ;=vL|)K=~M|
zTt#_#IPCA^3kxj@2|weqJ{IG<yFQ{l1r!FW`puldL0K7@0cHOhtA%E#{dsI1_rs8w
zvcJj%_Pwmh`_t(kw9F&))2k?t=MAOS=05|T#(!gZ(xo24#?Jl>fLVhGN7~^$5QOoU
zygctm34XFeX;FVYJQIm-CeA9LYMBZvDn{!m`29u4y1Tmr;Eu%zJ&xrvP4;V-KgVgi
zQuFc6Z>SOe4KIPvBs1t{`nLl@mi^d9ha(XY(VO(Nw6sU~sh*c+0s;@P@VTw&8Si!9
z8>Skqteq}SG&8@nRLm=k;d=9ntzM{y+m)uO>iPB201=;iZ4-6{&%bLc%l4)>t~0l=
z@Mpk%=Tg9*$7t+%SFYo^(iIsT9K5FUBkDipI)$l@Ulo*wPd5Nv;*&x*Z!%4u_HKt8
znwWT<PMLHSn`cOA<ZjjM#K6MWI4E=Ojb(;rnS^Yz@JRlRbaelKO&6g#+^RZqdi4(m
zkf6My<JSbE=HJq}V+s6yC!>s<$J@|WVg&pFA?KA`PO(BocjoodCmy~jWtTrhPiQ=p
z{ve02g!3xxAIL~LXk?yYMqdw&@d!;BMTsUx@9Nk_wLy?UDwt%5N4pY`m2_39!vA_T
za4HSxP#o~RhM;H(1Y-NMpG>5{T2_3}NVRn%67Wh8B`Ct0r=~Y3c*Oq|CN4<;#$jKw
zJ0Iv?Q)h*kjwz9|w4)iWm`^Y`XC-zjbqO!1SvUT}Zh_v2Ne6%raR)TpNlExWV-YuN
zbEFdVoqO6Mp**7^DN0tkfZTieNb^pHiacQNl(e+m0nEt{R*Rmy#qG?}9ndOwV&M;O
ziFQJD03xFyl`Eb6gF3TLX{O%qf3(g75quwVa^eBT(c!�hDj3qHuF_(_*|Rf#0k7
zz}Dg>zmv!dKOJZOKtV;tB>J(0tj(;crBdeVea`xi9ifjBMwrw1hsA<TufDRr9*BcH
zGhfch2`&Y2TleE3v0{XdaH7=6NM^$>)Hd?~E@w@&0h*pwTSX(lR{!srnh+-$Rs;uh
zJWj?oM{*f8s-Ij)X3JB@!s)o}zM`Xk!RHV}(N2}(oB`M<qD=<~<T>BROLbawzr$q0
zIscnHK*1^tH@oH;rETuP_`bfr60HWlhQ$Wi9KqcOME8P!t(Hc22C*11*84z1;a~cm
z`DC$dNSi_7-S2-2Mo??;8yX?wd-zT9-#fP*Xii4(1SavXo~C(cLQA#BXvTN<k5Tpr
zxIafGg!g|ZLH+fbLt^nafAd7y)@Q)qPJJgXL%i3NKfX|mNbfZK-j#Dhx!3T%t(5mN
z`2R2F?`CnM9+dgA2W29DTgBAi*Jk)!T@mxV?2*qNS?T60%V+{NzjuF3IW{=FK7z+C
z?{<Bx#y_VreV>_`nYB>;3?d2Z->sfj{5k=e{am*@9Kh^@%sme6IYwZt*QJ@henv11
z)VB!euDtBGI`oB}^=}!N+1_>(*#E2`G<qq-IC^}4gdl*&=703>Ppw<v_C?Ztc=zWg
z0L0?@$$vi;0>P=^Vz#=Mqz51hKV<#yry^*qwbj=6@ZVd4@nQr2<7EEt1u$MOnxuUb
zFfv*NMCQ*#{3T=N4fdNX4qKz%-VdI?m60heEX3oq*4;*KJ8BY4f62(mNJ|?U9E^yF
zh$i!M>Yu55s7(({>V*0IVs~5PbUdekPydz3k(-tE`$JSvQ^zN~vr?}cpp|o;SG#~@
z{%vRXy_$x+e3T-MNZA-rMy&?NDad#u_TN=kf@i)aIRLdQz>91MDy(<fXTVS9_wqC_
zSYEh2t+~CqO67L41SP<wlOFJ=ySr}fs|6@pwap+`C;d?dVQAo||L6<?zdt@Yp;5%O
zt+=waRB@iL{%QPX#;WD!DD_UW-aemi9z8_QcmrA;<MZGWWXQzMxb{cJ4oj)1@dZ!V
z<aTD<^>4||`Y|{TEWA~nXFFdW!(aHrY7~h|s*sl!(~A$d-)ydHYN5G)yS)Sz!ZO#O
zWQ}4OHm^H?Nn1@-v>!Zobi%~O#v`nmAtNNb?wi^DU8V;;cYHN(eowmB_0&S}6ewF(
z-7o0XRrFjb1xu<6cpP_dr1hkGO?^OE13-Sfl<9hh!o@fLhTv&24{8RE$POF4H5ob=
z*xyeM#&&_|?5PaBT1DFd@xPvE@GVr#&|8pozhK;+0*)x?3K)8cblQ(X#Mii*4`%mT
z&QyO8MaCm+W53?n*(oTX`Kds_nW0EyXJ;3Aoc?G6@`thyNG7{*pn=lOj=O0Y6rOG_
z)>GHl*9{&Xf`V%c=ovustE;;~izci2*t|&u%A26Mz}Mt~O;&TW=XjCYr9!GZM8f(Y
zmAwiYp@A=#f{2Mp_rb6}2o@L7y1-nOLW(v5r&*sy9l>EbKN}E@K|3wLD9s2VWE44V
zubY$0AEscW5WnZvXud^hQ*~9<bGJpnS=MHok9b8!wwxKxCkUIbTxeloaacsU#YWcw
zT8aM1KOPhwdRW0}$*kWN1Q^CR<<BWIw5@KDo;(p&^)<mf^tV^0Z(ueX&Po>w1f%|L
zL75<0oLq+I(C@aWw6yegUpyxym$>}A7L3FMs)E#s#`-RvX%YB4VZYn~vCH4SD5Qcv
zQeVA#h0u>huYP>kNo4Tz)*zfWz#1tIVZsvB=)Ql13pzM(r`QYi1r*vO_75*0fs1Or
zv1cN}=U#VbUS6Qt6wp+;-^*H<n+sMj7k$c*Si(X1OSixWB!)PHPwQhRYfWeK$S5dc
zjtq1#8I*0>+leg)eq@wQw?L{9%r<NaKxz71!TA!!>lq$<-$pW8E6JxVz!p9}#0nvC
z6-x4Z!8CLNWF8Tl)cfZIsD0ZsKyNL>f5T=g6CE85sxNIOg1ClbUwPfw(W^Yq7Xv}C
z|Kp9Jxk%b6XbsVuv%5Y&{PBiICm2&+*p0FA;G;FHR;!{KsPL}Uhq1@N|Bcj@F@I|_
z6hcCZY}+XA&O7<b#E^n(QNI%lpmBLqXMpOrzHy<JTW*;h@^&zo?Fw3C-ov3`V!kr!
zi3Sy1+_7pN3LeH_aby!4_v4Kr=POk7C1fK)*9{Un{dv0q-b-gm&d*in=e>zm&D8F0
zm&azuKRP?%x5JC~Lca|W^14=Wby@vg3Om#{J~E7)Bc-Ezzxcx+jOP7et8Hvd84DNb
zO6bwLM3D2nZ~w`uE{Wg|y67QARSYU=VI|dOwxY7t%*d3K6v2m5b%-(w)zd%1E1l8E
zZ-uicqTP4DO`yKe|28x*Fi-|jUi_-}@LoGrg}jkN$7LOoxX^z6Mn=QI!fLs@b)&oB
zJsDLncC-R@u$Q=CykS*iStzm%x})W{X-h^w+2Rr|7f6;hEUWco%Geg&sRIca?Wvhw
z3%@eG4c2zJ=zg#7Kl1D&4S=>W>YY<(g*JJ>o(~v`)%$8bRbe#g`I!n985y~p&a_Ik
z&{vhH4Goy=O#hSDDsn|iUH&&30dX4&D!->hZ*tr`nBSM5ot|Q)l(rd!bIun?|3q^6
zoABxW>A#boDcL^({Y$^izE^(@%Ek8ours+iri_a(*7Nwr%?GSqtgPC!s_~Z7+)}A^
z<0|O5(rEH`c=1_)4j6bV$SWRgwbU$%_w(<nA6h^iSan(a7D%FMgV*%KvHOt*XsVT-
z%(O(@yx|Nj!Z??F^TucBM_0f9vV??0WMrf$aurvQ38DW7RcFf~`wPG}&S=F9O(^lZ
z$3tQPfMKL2V>1z;s7lFYy*K;1O@p2)+pmReDDRf0aaFyA?!1dETsL$K1a$?4g-;8$
zYAgw!k;eEgQfG=W_4-HWa{AMu2f&r-c=p9JJ6E9RM!3No8BSV+*VyC5K8NVw5U&5j
zl1%efg5q8=Duyuz8kZo4)2kW^1Xk4ffSB;{dlz=lbCXbyYK%BjZB0W@Uks)r3*wTO
zdTnOMp*|t`q+G}a2;`L@0o*QW*z<uWG<A6!G|%?p(-1rHQ`o(r=v*+N#Z>8mjMy_=
z7Gc%MwnyP$J~WZz>UO2%2J$k+Z0)P&_N$L!^B@1!F8~D@QK-r(hwfwoo{7M-OXX5E
z9-F1M**d$()0+-FtM^mPew<w~{$$QkXkJU%T($U9Z%>ROgbBOFBctpOm)e8+tnpDW
z_kiC3CKd1#&M&u1Pbd!eh#RrRRi}ivMl;32NpU?2&1m{kNv_;WwVNVJk<k*Z>3ei1
z?oxQ&BEBo>;IU-tmmrtY3l<>jZ6SN<w`0(w5e8oGd)>M1OfvI49jxHK=KjaIx4Oc(
z>kqkBlNREJUy;CJ&mZ`%Xo!Es#KQ~q*tosD?drEa-BIgP(c9`O1InG1sTwJq<W~iW
ze~jVy3z<TWDkCY;vL2Bcx7txJ8BL=WOkzPLCmA#EosM9`#M_E&Cv0cxJ%RKx_O9B(
zT3^~13F;NS*RObLryfrzR1U^hlkW)*yU;0AyAzOqt#ZGB;91r_<Paov6E+JfiO|NZ
z)Qo>5#5zdbSb)I$V}|f4cl*5q2}Q0&vU`A4I$=pGY$;RZ&I{6m!ShMSR~6*6CWn2m
z<HO8o7e^*FtPmxnp9J5GG$714AX{LUFwp<vbl*9@q!%SZY->XwU-M(vWkA}OX<MW3
zBSFNS(Rj=zIuo2-Uk!P)(VM8yVY(`cLb~!JcfvGfEOu4y@foIeSJ1NR#^~Lg={Fuz
zG@r=3)F$qSGgbwc@VDmZ>Cp*Y5yEB+3G&n;<ZlCnDWd!Q(0eokUa}N+MN?Cd3n{)G
z7LXSfj_yhneR@lDdc{w0R=0nYbk#g?@MOErbHa|d#qM<K=h;r>nQg2ecxAvp?+BQ-
z@R(39EMl2qku0jaS$@*_Z4^HS7RIO5Q0O;`6Bs9;zOVb$IwR%1N21~lBE8CoQiDSg
zth&4AtNo_^p)}bqrzYhhSevv~o7R+87m3~?tSh;f0+i7;ib~m1Cs?!{ksR}lVVDqQ
z2fs{1VpIfhX@O4&eqBm<@l;-0Bj3g_G2y^R|NKwuu^{or(a5$(hv~nc3Fyj`qLNNz
zxzi8j|NS-aPrNp`#;c}zlQ7DEt_i&WB?SzL?Yo`{^kgLHZT`9DroTXt=Kp=k!RpS8
zuH~f<w~HuVzZV&GqnzVO<&}?52Ohoruz*OFWc?iu8^MJ5WnFDDv{~vSG6N^|o6pk!
zvsNjwG^I!jpt*6x`(dp8&dYcU2<M>xB~F;(ju*6q9(6}ixl;k-QEtx=HIM{oYy<9V
ztT8ROm)rg?T8@V$v#%2m4qyJae6ZwRgenu&=thwY-h_ZJjYdh3ZcY0k5teO_17D&d
zz8&BTosu2KBllPHGC#kC#G0H<8lX@g^>b|(ZJh{r|F=B|u<Al-6p`C9UYB2<bh03o
zej8W6DF4NOcfIf2$-P2&yT;L?X4E%KZ&f{I%;>&|oW0W9(;EkEX=G98d7zLT^%CRH
zQT;tJur6|2W&*y0)<;oT*p<H;*Itz}uR)uGdb(;BJl$Z%u{7RC%3N@C;@c$wP8K>9
z6bn<L31+!J2I$(V!UQBWOF)jW{WxGn8-HF9nSN!-A6r}eozn9z$SQ@pGD-<(%Pn0{
z7)T_#qE;qU`S%o|NB#t%Dr@y}DBRPq%7YhaM1(L1dh6Guibib}MsZq>%@=Eu6gM^3
zk+pdLv-Va)fiw#GiG9yA?#$#5)l(q`DITX&Bkj-(Lz1psxLm*yPOo<%l)ie>3j|hx
zoN*9BTOy9hx9>7A12#Mm;zDOeVfo*|3lPh4!+bEUE1SN9#I<Z(en}Y>`_cQ+HhnS<
zWj|KKQceITsJLeS>udDo+d`ci8pd`I@NTy=dNL1mLOPc%|8D7@f3!#j1G-KC<t%&g
z<f+S7t-g?_KbD%W_UyK&ElQJt$iT_IYkyfU&9#{YVp-=ohY62^@9^-vcoV&7=chF-
z??T|-U#jW)z&!&kPY|(TEjj+@{e*^;SakGm5pOPlJA8go{Z{E`?8Uauohu+)={Qaq
z{p7=0eRO{=r)V3Qjs;B^E9r_RI$KJP<@<B)Ci1*BfD9GLcbtChkRwsv+<f5A7}S4K
zH{en7_U_KMd#sWVOX%CmI`x2#?YL1K4K-7;WpN{<=ShRt)y#sfxD&#Pj3?yFjAg?I
zopwXd-&JAS`03_f-m$+1%&PUT79~3jo+;*tq6?SfHT|#GlcpEBetSPUUGVZ6yIrB;
zR|Bj@i&B1?C;w>idFQ(tzUw2MnB{{wc*2*As7@F#AA&TYcTh06yPRkVsWtgtMfn7u
ze?7@=x?ShsBldH%^HS$_+8|9p`!p7b+%~f)Vp-4dn57DxEA(6~s+2yzTDVhha#x{P
zxY^r%{OX-i?eJS#7qX>aQLQTq>R=Y^V@$`Jt-?~}+d%&7^cEFWJ^#i=C5WO{4Q2Gu
zw)x8~MCjUdJ4gjin9@%diJaz7_{9ic8;}(69k2^Cv^kCo;a%|GT@2_Cu)KaR7%9ms
zTw=n1HP!w$OU?c;-0OPT%JV3(87?Gz)N>Wm+X4wQ;c?ijThD7+tEX|_NN)lA&kH=@
z2MMNU4+l)ER}`i}HXFa&Bf@|Sw~-M4?4(RJ7yE6C!<dpv)3(-rfd#^aD<32>oUZZU
z$I^B{NFkzgX8&J<;EHA{v{Hc^+U3v*vM#T?oA!C+$gd1J54750recg@)kG;g5cOnS
zdKBc#p^f6Sk&^J^>f5V@MHQOesP#=JBdPPAgKtb!Hh*5tpYa(tSh+9bwcMVRrXD4&
zAA7*s?ST-0n^a|?VRNY$C@wWqKfUd#Y<@<E8EwkbdsEyYoc8pxks-%}!#`wW(}uJi
z8HL%@VxTAY?WJw`?oIwA$ZD>c(Skckerq)@KD9y(TW-UU!H4Yvtib7rOLN&!8{T_k
z8D9@INZE?x_KG4|)&ZLCBZ>2hjbnC3AW(N)&E>zLmP=b#mXD#Y-^ftQ*haJng;_;-
zU$+{Ibntk$x7BVtN|Hg%;M1!fTIv=_SFAfM6MjtE`Xbk%vspWoUq)Mx?t;M)5v@9m
zdrrLeaf$v_fBH4^$KUP5^%uYk5b?HbJnVpKHfX735KvjtGI}{PaNYF%G2V(z+}*lD
z>g8wvp5;qe6-TWQ(Zd=~aJk;=%30g+$_0`q)L6zjFV^>f-TrARPJGHR4;0~a^!jGs
zD|MJTb+aPZI}d{hWKs!H-AeYxn{e4Iu=yaxRA%s5=R2$8A=zubvaEQ%&00Y8OO1w1
zd`8=C*I~Q3hT+?&Jf}O)%k=~k!t{xVKEp}HwMRtf4;D3UJYfsEhIu`942UpTIJC|<
z)|H<o+xAe?Obh}X0~{`Vxh%F1>9xlaMr!S10G@pSo)6+hzf&_t`Y+$JdAHJd>z4C&
z#t`>!`n)z2_s6giDj=!OkdTYQy~A_}gIaQQbH2*xMeY9JO7X2_^4zpdCqb}2b+AKo
zBNJ@(1u(l*UPB#poFkGtm&3ri)$J26FCich59R(g0g|bCXfw??EOY4U=&xD{Y{%l5
zjcM1h>SoC##sXLhYWwHcYw;i@*0|Bmn@GMW88$1f-zqRapPpzw-IVc~))K`0G<`Cm
zlNv+f{NdY}@^OxEedG9-q^h6KxJ?hwTJD-$rLx#M4cDVfeuI$Ny<1XSezaN}I9Q1w
zD(a{ealc`_E<1rT1NH2WMs=1t-<4skX8%SK@wQNb`wmB@(MKg8xy!m6Iicm0>~VYo
zyqTOB!PukOZS6BI6+chn!d0uL%dyhabCqTY=FIC$_NTBX-Rc&_6t`bY<uM*dezh&l
zoq2{~vEjhbe6F9<<SwK70KV?Car?_`Wq@vH%txln5~KXkoPYZ9Mc-^!3Wfg&djivi
z=(`wquA{i79V6h$8q9dzh|z_FnQd&eu-W|56ATQ#;@qAhEasau%LRV`uJ`h2YQXa}
zU&f;VUP*G<C>H(jCN2!Y$G$MP?%e9$1IeQKoC-4#EWvhGi%$sz>hT)`_?(yqbNTg<
z7t<=jl_GvXM4~-r6@iu8%#5<8O*?S-32;cIrh<W;`bsw0_z(G>!s<uCCo4CvZ04pm
z4~gQ%@F(tJwLgE$cv#hVoYL8T*0WSIBxn{LQkd13c6l_B00X*$&)g}xMaU@B21*hm
zvP!U<Hbh*$)ZD(5-7%4gTWY!YOadaX>PxmpO(f(O`NOZtQ{J@4YP)U<J$r39I9IDp
z1|xoKtHx5YC}QMF{Ubs(Kl9rUPqB*EOF?8^LQi_mT{cA+8+IywcxQ9zT=b}1`UXd^
zgblzNt%I`Fen|h5_8d|XBYn*RmvJ?d6S460N~``8a?f(<;Sfx?&Y=!MnZFLd&k$C9
z%=VXITJFXq+WM+YG$;NH^;4ga4Sx_eb+Kz^Jb_?I1T{r<`M()}?VhK4pc)leRWWT|
z_@VL_dr`+*^t!V1%^5xrwnTY?(eZeG#krUBJqUW6C2Q9{>8XrKx00sFE`^K%Hq8HM
zm98qR;K~cE@&qOAuqnV#pN(fl=l!ID(rd0NTw8j(W5O?#`u2?l?uqmBVcTR7YpE%j
zDnUzq{K9)747OB;F`{|<Xkk5x3^sXv{NjhFu{Dh%zv#lI9B4SgCE3*Gg=haY$uuCc
zRuM@vwk!wQar1a!IlLrvfSPrdcvns&>}BE0n%XzNvkEcP2w$a?hrg#{_j~JS)_V5i
zbR;jxf@97e!$&4ULyl11FDT@x5+fz)WB=GRa@Fe~3)7G8H0AqpQw1vM6#qsV=-|0%
z9#UEIhCDb7+Wf@)na&ov_rkJxSY+RcVV$~CqR8c5h>40ee`+KanYRs95W$jybqOsK
z+4;hg7)Kh8ls*^m!Ttwi^!-v;5bF2E!vU{b*2<hgbTG+ahRU7kzn~uz4I#3SRF*Xx
z=OijMWhh7d7zFe%<L=CKTe5>eF(R!rl$_WPC3z)!v-{w%H3t=n53)veEl(mA0?nJO
z^p<bFqj(A=i`K57Gyp#=S9T&ywRxqh`8OUxfGr>c`{qz&EG!XC*_NM@E-%cxtu}zZ
z@Gz04mpCOx;{7q9v}=7L`pGf5>C$6y*KM<pL#Pz|7c})EE9gjBssWWW^&XB*RyTV&
z+wBb5+q^6kA}>lM^ccH78ZtgqG2%qki5oA@eRR0+*X0Q48bYN4x8Cf8I0{Qe7#Ak1
z7VVMX?43nP-Q#lJr%{X~xq@En`HJzXss~cG`8XuOY7xAj^`s>v5N*l;#L44@u{?=!
zbg1Z`q?_4?`kY89f}L5?s9OqK!tA5)N;U&^K-QznJ`=t#NT|WW-^cv!GTb+VNzM~D
zM2+8G_&@PMh|&LrEMLmr9U46(akvQU*~?W1#&5YIX{7dbx>F1Ce!^bkLzMZLMrY=#
z%y;{503INcwp*+D^OUit#<vxSv(%Da<CocharnaI9gz)*s93(BR)&g4Xyn`Bn!HdL
z#O%p>H<{vFPSq@oZZ_OC*j$QF*@pgAZ$UqQ9#fVWp-UD-9yy|>OBG<z{J6cCr)?-+
z=Rc_p8!xq{K)B8^^S)BcaY{snd|s}OGDvwzA?q0`(g}RioP#+l1?Z;#F4@LtAXjW3
zl0qsOyxD#u8%l_M_z?ROPc9XwUJ~h8Kry3u{QK~a{kh)tTvFa-UnFjQWo0a{K&-Dh
zbXT5yhFSbKqLF$HYfO#qlrxJHu*I~C0M|i??dg&tf{nZNePO|~^ZWMuu8mmIc<j_U
z*X?h>2vNkUtxdISd|By9cDlX&h}?Xa&8YQSQDA7ATV|=d4LcaQ(ppnZ=mLfTJvd~%
zuiiD=w%kP_sSJcOo4jKc*-@`3;<=W?SP{}3UU6Y;shPzn8EY5^zpC+y&cNmeW|OH2
z?fhr56G81bH@<?Te!PqoEX`+zDosqEueFnaw0<$SKfkolCelF5e6=I9tvt_i+*qIY
z((2^-!NS@KeT;&~p}(OdeUHXo2>xj{qerlRWHyU%$zINfDtzdHw%Q923ztmKFX;s)
zD{E-U$!Q>vhwvhArad;2QK2jf@jVFM{%gH~241?0q-9JV3kwLQ$Eaw#q<Wlw&u9FM
znko6588^^zQZI06t`_}XP87w6t2D>TL!w4dA1X__G?eeFs2O20Z^)h7oRr;OsIX9`
zxI?;O$}<L#r?{TN6AArQc7T(h)~UmCfBhPb@cT<JFG*k~C$^xRxPaeiOBZQqL{nQP
zik^jhbJd38AFro?0)9Vdo;#F~!>2XLuAlnY9pjZ)^1aV_0Q<2QbL8GX{xQfMP+MXX
zlzIOve>75XCFJ#e5cKB}mH`|w#@RM>udjbDL1NqfXW#BWOtS$>Y>vNV`hVO2wNC%p
zeT)pvcLzBEit*~14cq^5gCI?2`2Wp@P4Rtjscd;Kx@8`3o%QqGMc!TK+SvcMO5J+0
zgElJOuic_+RnWY4#G}aIlT`=Bwc7jgcIDaMA12%{XwPOLg-!(5!BcBr?dYy^dVc~x
zvME88EKGQEltsn687W41xOxpzN65?xXrADGdOQKbelh;bp<KR`{GL9RUb?&6vzBZ!
z_gxE}tCX|GTv2lNdFN$l<qgz|?tT*8TK_<#Dyo@xeWlFTUHEaG(ep4A1kBApJw0!>
zb@-15g?#og>B?GRKscopm>iq~+=VWLjOk1exu|-GTN=RVz{IWfu?}duAGT9@rE+gB
zhK<<1aq(GasJq#u;<G;EO`YEWQK72_Rjo|5sLpW)w#SAL5$UWZC?i4h9Z;Z=DVcs>
z`KubB1!}34^ZgtP?pcK**jmTXIJCTz&<%tnO}ihgG(a}BP0(KrVoy-z0w2ynlK@1o
z6J@>x3$kTCkj|YkfCM`3+115xT(dneS33H^6pb*Xx`Dj^EWLoZ>|j{(W<!kM_JvnF
zt@h$1yHfp}Ex$=pEbSuqf*sb}Z54*hRaa;DtYPTWv#UvnmGka-ZK~6}3fM{NGX4)$
zLo=bi6p|M<H_&_$WQqn}JN4To>~kqmqgsXhr>uZ&G{O&c{OtuDEs(8FPw2XITvlTY
z#!s8in)abdQ)SdR;T^~(WWw|6p!KtFqM=WR-d}(WFJ*Y}ioO~Limd3qApXtf2@=TN
zy7d(3Z?RsJ1mZ`<^Ni@4Iy}`22+{oQwuLX_Hh>1NV*|<8nKc@iux#%BI%CD#i_tNB
zkql{PHNHrt>Sv$1oBF-wD)eex$l$P*=&o!rV7n6WS;06i#hfchC^+-Nwg=pHa<f{`
zYx1T#idGf_iTL&#k8&cqz6}Z@6M*i^h4T&$RjW??tMl;i@Vj%5pcl{unv>|lzurjm
zO-h&&N}30CEBoH*(HDZ5P04kn*s2nQrEdE<1Dek1to+sd<`b0gUhdVe*Kr8;#BNQ-
zlolGVk#+c7pFZWkD4en6yXjjtH(NmrzZsQRvWvO?4bLBM>nI^6#Q#eV{na1U8f1g9
z^4QkE#pRgP^~DD1PHvKI&kKv9A^T8;?Az{Ui)!!X&<W=o$6Ug*tC@WSa}{LMnkm>3
z!^B@A8h_0L;=>g4urNGuiU8#Z#_O4&iSPmVW4N?0T%5LfAgi?N_zz@)i;}Yi>!})j
zW2r~5&5)SVBw*V{bcvb${#c3}QW(wB&zws^j9wSL08o4K_<;9pmK9S>&MMWUN{<<3
zbw?)EB6NVjaR{x`T`xC$RB*T8jQ8E`G*dI^FVfe8yQZt`W5J0AU)MRv^E?M?2xP%&
z75sHa8cH|pL@chtqZutcFE;B)<Jzk+KU`y2f8P2C1s|B@&$5-gr$SD@x)0R`T$SrX
z?e73|g%(KMUdFkVmswH3zTke8%e!lK@%5Xj-1)_T*WM*->O~*a#1|G<_c*_AWPy^;
zo|nM9@!@}%>(k57@E!mgj+T<22dPs8k@CG63i_N{uCxmKN<B{sUDlITU_U+Om}O#K
zv1~d~4i9~J2(S>L)K}5#k~hHV9xIynszTwdQJL-M4q7l+Q625-t{`#*N3~#Uk)Iu_
z4ip^<&@@}egfrZAfgr=Z9aF^_&g*g{wN}cqydBGfHZ1hd0X^}5Aa;)3_!|xigVMQX
zh(mz}oUKDMWzH(iJCF1(35(tH@9&<?uFvFpTpV%l9fr4DJA7^05e+2!I01zWkr`?Q
zt`WG;K5@)<nfc3pM7a%?asRkKgRFBdxKf}`)C|<FWrczfO~|VF+c?*5)d&J9ASIq8
zE?locLm1Ub%#6ng0@oiwta1iW2$IjlW+4_4{^6uIX{S`_KK79H*#R#?qPtTt;)k*b
z6&^}Zgpe{HR;GeCssRx1JEQ!FFuvE9FI5!!a1^i2b{tCGk~v>w7-X@CzN1rktd!bV
zvHY1ENs_D!ZfZlR)O9Q;(Xt@RF>>j(kGfNs4M5?h0HRGVfWmjK%PxvWs_3xjkDbBi
z4v@S45)6C?p(;GGF^RIG%6_hnyc%*r>Cd#qRZ&8QXoZMkai46$c~5^&>^|KCWzH>4
z%evJ@WFdxe+<%Z-94sHuRC(#PaFya)<v&L{Quz!;V<wt`zc+drI~?Wg(rvGPIA9y4
z0G@cAz<I+-nt%PNM$`H`qG=Y|fE|YeE<B{6i==g)-2KY!;)ZSuWslyK+ySqn3govu
zSkU!e;yrp^?9JS~FRn#?hRT8f&kNVjx%|WyG2j2e;kQzc51(J(4iNYxSj}~Mc2Qi2
zG1PC6E|8RD!;4UKS)wt@JC9Wk@FikVHAvT!;ulp<o0G@Ce@-4n5vLhdA6h_pR7-x^
zbiK-$D?>_iLIAfJV)-6;0g47gIDj>#M%>Nc>^ZHw=qfI;X+URt`5S=gN;!fU<)Gyi
zF=|%SgMt#yM)sSUzc3dIMRHPt&}CnV6+lw6`k;WH+wM1&W;evVlpf4lfT&<=TEF?}
z0*VIWf}|zcxuz|!JMjRm4Dz@@Fvk=VOUVrM#iU=h&_4QFL{-r4>@atD4Dh54WZjGQ
z7-co1YNJ?HyDOAv?9c`v*-X5swYNLS(sS$HQRUYFl+ZGYQSt=xKMmKji$f73b)u2J
z>N<;eeU*A=yH!GTb^98-sA1-ri;G1;%i8#*4CNr!LlLF{sd?M>{#}l2#b&Bg2bK_8
zDK{6FUQDdkWAWz3O0>E_rW)WISF=Ue>QLN&KYHRKf@VF~O5H7wb3@=bNum?bDjb|m
zDB8N?`r>&5-qYC7=PFR-=4BEDC5J`%3!#_L3$k`V?j)+vYQC=MW!P>p{F*|@ce5$8
zUl(<oxRs0Pc3PR5+^u2B{06-p;2aBRSe5XF;h+89<%(~|#?{DwgKcQ$4gRalq23tz
zU1&~o4sj!MVKFt{SfmqPCjD9*bMBLm6X$Gx4phIsuq$lbPW~yK{}RQA9PwhV(x2)v
z=1*K7>PO}+H>W>ENtaN`LN+j$1<_nz#%`3m(wx1I(p6muIXQ0nf!>MGbr2VatRSHj
zxeNI&K9ZI+Ag}r4PRphplXXkgl_mx)s71_|b3G~CI6C9?c4W4E!`)TO-ONZ+N@r!m
zl*8Nn6fyMbfG=95oLuY*6=}IIcU`xR7f5g0S^i>Zh-d<f8Fjf~PAo}_nk8uicMI<$
zH!f!%J=1U;!(6D_PcaZ#|7v~u%NxcNA~D+4@m1mpom#?f_^O;w7JR|S5CO)Jp|diY
z)94n!&DQEJ%;}+(QbJ3&&UJmOe{)uhgk9Vy?et|OjxqKz-^L}v=Mff|6MM2(k);Jo
z8?EuSgUViT7^JBGKpkDEt(Usdzkm9*_y{v!WWHv<*%Ms3B<g5m+_(GvNk#M9sq~DW
zEp6|BEW^{Xo;ayrJo$N9IG2$PvzKpsR;<!ju1X1qrO$Xic8PrRwRokdRHfElpnWlk
zQm-nb<SXTQq3;V8;o3g0Y(}a>`S8`^2Kw!RlyWZ`7e@G>_?HRcVTbUL?4hiUqe-nT
zt*>cLsAgC&`t9}l!kw{{ru~JO83*gNSXh9cz<feUQ1CkfgC=K>JX&$_Dg_q>gNx-A
z8o07%=U1_DJ8p58AznHmI}rs-h;mH@)b@OZoLuLRLf-!}GK_dr$r$w)ZLx*L!H|3J
z!kvC#JoEN~jCFA@Y|WOLlJKI09$VctKY4(UVx^dEP6S`v>!6JG;z9gMyU|N(*;VBN
z9~{N(G8RU+sov`jffv6z<N24V_%FIgl?#xz8}&yN3RT;OD6V~|SK3Bj=pM6!Se}v|
zCM+04#=O`sZ|8tF;1HVcY01Z>0ryL(=uH6z5yxO@EtT(Om&Q~QDvlrz{arQ^;jzRW
zsPn9vtE||d(C}}#LNqpQ4Em6;=@SLFNOUXAj7e%Cua3N)7qc})O)j`BN-6L6z3(}S
z)P|qaem<^$rkOe{mrwKgnLq93^=0!%(p!<VrMG|b4;S$4brgt~2Jnl?to~t-b{jhr
zUfS|H@9+O$EjM%}@VY)c`o)nNloPzIKv(yRea3x-jA)ajD_5VoPlI_<<1hrW@3HSD
zmjmmBYL}ji$;JMb8v6*ZW#b_AYIa?d2h<8fn;<Uh)C$g8x3o{pGk($z1l4V1gyz84
zVR?dr<_c3hP2Ys*TZ|17qA%|U(;zZWX%sx0I71M7u_NiU^EtUZpL{Gt;}v;9d+Ntn
z6H4NY85v9qtlc2C&q_j9qQ--EVyhE>(~e-xr2w6aixDjMy(m4Y9c~iM=jsZ&G||*@
z{Z<XT)$Yu&rB0woGCX%acV?qzp=m<9gXk4e(jd~>Ls&H>>D!gKziZ{yP$}nl!_ji_
z$+<ux3qy>JQT`=$N-WM9Y|gbqhA(9s_Ai?B!6?q4Yw}R(`j<NmszquKN%H59b2x&D
zj1#&ThW+vrQW&S!G^y;e_(JQHo?8z4e$?5hY_S4$hawuUm#HPz**h-m4+V8Lrmo30
zxk9N{-4E+&aiajjjXIfs+y7|01yhVlFi>~!<9=?0fm*13O$EYvsZB5>W?$l(;7_87
z0&{oS`Ex?c-He42Bx~8hR4-m)qQ$=%TK^zDd>y>k)MugWdX|2LUH-C#MJQvygm}`_
ztP=Jb_A8SjISO-m7Z>+#l>%SAtFkto!_;FlWCB6zdoDmsRvU>nYHmcW2<^f1kb1UP
zoAnxk@)7}Gvf;=z1{358$`z3y-G&m3{`M4??kvPKj7rjcZ@G(c^eN|?j?si^nX6zu
zNVp6ge~!|^WWaJ4`867g`((J}=dRQD!bk*=oo<HXW;kT_!@kAd>=2e8bV0~VC8vRS
zYQuMY@-9{|$s3GG09ArwZd-h`{o~XpaVgohBND;kPgX#9^^v(=n)G<)LAN2~2*=@Z
znr8^UX+4bWofdpP(K}Sp*IJVBb=QzyAsLFz`UhI%x$f2zkRc;kaingn1V2TB@eGWD
zG#m-RF`-UnS1}>lJ5h)e*`>QfQHCKgQ#RW9P3iviQa{nn^4yuG^}I{^ER9zTtH??{
zDA(_5oQhoR^IeQpN}}IB`B50sb@FjlyS!~_08de9eZtFa--@B(x^NZI%auz47Og4R
zf2g@vQLMY_;0H1XGb$<ETfR3dpm=IYiWB(=ftlUyRM_<!DV4W&Ao?>7461x*j%{+Y
zfZDV^P!J!jSr^87K^H<H;r7-R|HQ))qEp1jb;&B=qdx03j45DQze)K!SA{9M5iS<B
zj`D6ci10DYGTFh;QZ4uX=2Z7n<XA1w7|em!D=n{ob(FfOk28^d6lS7ic|8=wWWf94
z<3^zg2ZX^SVU>GAb4`aV#z~R-O5IrBq6(RfH=)wdJjlGbQDiHd#)l@>6{Ku5OX__7
z(h}YI&V`p7L8BL~#yh>9IZF|l15ibT0VYj{`#Ntw$@6pzL~>6xTFyGx`Cd$OdG?^i
zuaROapoJn@JTphG8MCG9Xmndsqe5A_3{$gf3TG7@)6g5m`Ue1F%0#W*f7a2)duP8u
zH1E~7DA{ru!)m^>{KSzfR5O7Y?IK`ii<3#or8-btaW(Qka)J~+tf%WHrpcZ|D`_v^
z{!J?P`x2M+1oh<o>Y9;pgGlB`BP2K+-v&6B!kHSJ;(sBOcVw;c&bMy@L(S{9a`tDp
z&dG%4Utk@W<*k~J#B<Wk%JJQ!FYzG=h8=D6d`^=`%I{~b*)U1ImJN)&Tj>c41}Tpb
zR)DVH^Nf3h2N>2Tg2Z9Lz7e=vmsKouYoCHite(C?$*{hMd}M`*aWPtIdsApF52~3c
zu?}&!dX9%|gPH08ni`VoGAu#$6z<LQ|3QREVP+3xCXLrMn!V;a;CD_czAb3dp{fK3
z>Ry`GodN>LA+cfT7Yj!8pHE*Q{_l+hWYeAY8rCc0+-_A+ZgxsbuH?!EG;xu9Hpy%y
z8129d=~EoW)x_{^+CZV3!EH`fKzQ-L2ibU|y9c*^H;5gs<@hZod`f?&SB8t?02dzm
zb&BVJ9?C06l7)mNqv_ddlNN09FU~LUTSCSK^7v|}{5GXQ^LlDo=H@^f<!;x?r`r@k
ziX##kX~3o5u8nWbH1pHAx&=L`s*n>t{pw6}zvBq7=rFX69&@|Wyn7S;x0{js(~#SR
zS%R`K?^d?wb!kl7MU^a!DR%v@L4uA%1}Ms%D>!<VZDc?q|6HTh3r*E<%E*!P=tw5<
z3ODdW*%XLhFbAK6wjMvPLq`I%JO;95KzHoxItQ_`hpK6Y`~CT#BCMdr8|<09ci72Q
znbmC?*e~n!4<x$j^18)1R}|9);wY;MAheR^%Pj!5cmUkQ5eK(WCiErlJ(hVa@*7dc
zeMz0$(|Y;Q+3l&B4xd>A*no8YGkPrSPz0&eTFv(IY+4!D;V;j)Hi$2<{CDaBv%Md1
zpx;mwYPJ9$xdzIkG!&Uq#7tk%YVT0IR9C!W<GT^sCLj51erlDRa9@UzWRRXX+59wr
zl_EpL)&#FHv60i#6%(OulI(zkYqO;TiHa*a=$Ht9us|mhZ!|t-JYyD@EauGawi0>A
zlaXR$p0_>q%nkkB#0h%g#0cM7xV526Pmk+)c%o&p!&G*G)3@L#f>V;OmP`Jzqpw*X
z?r#ZcY`6@}ErxxOp8HTr#xb?zU{S0F(Oyy()XfRf6m0<Oe%n|J5`KJu=#)<CkJMqS
z>*h%??dyjUTJNq3@ygR(55A7;tGj*CzP+onSw=N<9OgQQa(Atg9IE-}UM|%GQmsC-
zW347$mzo;*9ysz7BB^)7P_lU62m~)x{ntA?29<$cXONFI?pDv#pYMC!SeQ5EZhW{u
zK_)~r=N}j;2U|`>g$8I*W<P3JD}_rC7lZy6K1E=I!ZPpDUN}7dpN|hX0YDpqh<1OH
z(6IFX6J$5~fGT{|_w2Uhi)NtL#WE35^Y&iHg1P@=t{n+Bt;L&BO+#b-6dz93K%&f&
z3)-)F_0Jwoe6!T3$(Dwdne}?^qekc=d^?4EY<G8a#(4Du`}Q`)&3G{0An#sB1b!mS
z+V;{*(vR6Zy9x;8v^-&zUV)h;BD%uGu5<p^`XRvH^22~iawP@JGoH7o@xi1ji1;?N
z|EVgB4<O)Ox?|*t{tKc*wUFl-z}fW$|6k$SsC6#_IbZzm8Gx$8t=(@Zod%3(nz);n
zs=oxF)FFUR5+um>oQt57)u5oAG#B&Fb@#xoyZyV{eLz)dmezJ<o92UQ0R?#|gmgOd
z35)6xfY(pFkY#|7>@^<s17lEfw~K4%0HU-jP+jFV2$;DM5c%c;*znv5&aCeJPC?fr
zskg@fe=%`f+FRE-PIH09(y|`{C<~PM;&$}zrp6zN94bRV7RIPAUybNiUW{5763^o*
zB6|x3%b*eQ<w6Rx%H44;zXw3R?||LmH4vRW6o8V*0KCnUEY*n1x6Unmn;uA*q0h4x
zZ@`t}{)@wk0vgl+>irKW9|X#F`f6p(QY|nEsc!*DMa@VZJfX8LfSS|+<>49c@gS6B
z2u0a7Eb5aVN|!4aRUUp3^Nz3qt#(jc%4H~2n+?>+5=vQ7i3%41^4oB^RX6~Ue9B`m
zk&f@t8&j7q=uS^nKo`vi>Y86cNQRrJzTHZmaHIlQ08Y(E$>XBQuSQ8AP)>;BtWBp0
z&oXXvg$dtL0+awYP1KB)C_3+I3kYY>OAYLQhN4}-Wq1IX-+^UibOTfe7L2#)sKB7H
zb#U*>l_<%QvL8shY&W2a0KY?Ydl1;|q7HgX;3w2fk|i0Ns*=ayzYViMeCvlm1!C;=
z;TP1}!wx+D^Y18^gnYM$;W_}kM+W=!CFM8^5U0#U7oqpuY1nTLrK=EE$4`Ys=Qdva
zveE{1gycTs=g*3tV)<`?5|9fxjuycF^4J9B03b7GZB%?imcn-nf<)j=j4gl+176VS
zRK>J4Dje8_@h0AR{vd!Oi|muthjf1|*ZHHAGXR1%e_LF~Gk<=u08o6|l3IPr_q->7
zeKA(3y(*&6q-ubR(GT9jAuU=wRMT>^%jc7$LA4D?R12yAz0f%fQAq-IlH62JF52o@
zPKn0_H4f-wp!foo>&dEg1t@3_^>lA9);U%y0!)>tn^1AKKDg#hPrvcZWB8`v3=*LJ
z$XIWlTI2Zyla!0E6OA3!CP$U1WJ(dQcic-R&R^i$jOrNpFDn8j*KO6hO~)<t4AlbY
z{2swa0tTE@$S$a$<fgc8asFCO&7LhOEYRC7pC8(Ia-~SW3O&+!pm-Mrnk2J~O~=C;
zK-2*H4x@(dyO|vqK!wfC*p!ABlVk`uSECiWFn~n<_Vd+0*|^}LayR?|LqJ+;rsL5Z
z$Sd}O6#IMVxsjOS@Jy;Trx4}_mWvj&N9+0{b|Z1O#?Iqsn5S3Qs5o^{|L3Zrt`J1J
zZp7$@d)>PTxKfqSsv(4BY~Q?Q-LyyC7X0)^cjO(1!&mt+m6l7T^~sC1#M0BBJQ}-z
zhxr;n=g`VY(MtY|J$!3T!%3Jv0OKqKhsH1=V+(TY6edYsBL24>9L>y&w@`f6faogz
zm-m}>FxXxidp9)eDP-I%H(7aqyL_CkdQu;hy~1gfEgs!=^54ppAC$E#gZM8hJ2!}!
z-I?v8if;PRxT?XYQukHb3x&uS3s6`gs1AO!Iz<bbi`w2exs^QfL4}g#8}u(A`k=Lz
z=#`tN>FR3CsH;mth*K%xPXZ#-w|p}%J4sEzfRspec|=MPSks!P)fA|tzHi;Xox&KJ
zJX*WK-s5%!u>1vO`!15eXl%Sw%fPN>dcbWp&i@JaINF7>9m+$#SS$i$W2lA%5d2Pq
zB$JgI_&q4~1cXbr8hC1lJ<v`ytUBOhIG9$T={3<XFH$tL2dZL<@+q1XAl)xpp2+^;
z#KsGlnew6Y%K+4!2Q1rD(Erp7Le*iB#z~-=F+pk#=1*mMQ;fQ#Z7xU>0jcRYn{oI1
zL#ve_vd=FcnpA0Mk?^Zqal4oUDV24+EWePmxbj^OvQvG`>qwO!L^-}$7JLRR!bO-(
zZoaR9l96wWN1ZCp3^Gsj&WC9EOQ>-3I)qd`g&&`9fl~$#-l8C99>i>so9tM>8mn>n
zEQzqTzHG84U`IcM>&?W6^L{VSkz)Zep9pJl;@YUowQvX*?YzT=VHcC(FSBVY3(^pY
z=FMXyZLmiM5VPcIMh#}#YL+~l%8zT;Wd*3dt|8?JsGL&al;=_e{TF~kJyJa*<FTdS
z`}w3FGn#0pU{fpc!a-sZ_Xkw6uj=DcMAvI*Co??qc>oPL!NYa%8u!$7z3WScHLEy|
zueJw!2AC{*IR}_qWsmR`Qz|0LLV4Nq9_WqMe|>2`--QkMwQnc_>!mvlT&BSLjFK6~
zHSOMM!(1c)TZR3lM%-B<n^*Cd5)#yFc=X$)7~pnei^i}DG;KvXJ)I&ilHZjzsu%Rk
zlXlc_rVP;>KWk2%0wL2I98#-Soq4r4r!%|x;~#ev+-GLy1H^||5uyCSXqIG6P`woQ
zc_)Pi&z)jphDWTOWIrs?JQ)>`6tV#$iKN)Fy3E0ldnXmR-q`L_m;3m!PM{|*`DMg#
z!Gw->RBZ2U9CNnmvc#8mu?=-}&iD`Q4VhZ$97-k?jL$75fyJ1cb3ghOTGP=2j6>iG
z7}`1Fgs^rh#s@+BX#DXjOV~}jqXRH&XY~A#_Wno?0enivGeCTPmzjpLfsE{7r^UdX
zOeXVP;RfNbexeDy`SjCu#)$9ur{-7BsqLR>5nT=jB7FDg4YwX5iG5pIo3(74@PLPW
zi>nsv%6M9q;(6%+xMxmkF_l;Eai$^z7U9v`z^?GAqjAF2U{Y-J(4%)Kya|z!__{uM
zmPapkDK2Q5ujclR2Uzl!ch(ClP$)35LrpUGc=|3zC4I@gQ-;#@w#H0_82Ci4lFfe4
zIk0T2orwF5Mkph_$j=bWQ`I}6W!p_Kdd=&<A<*$_qV+c3??HXS)+-s+;kL@PQ_K$p
z?o)6$iRdntKMDfq2N#n#zQ1p}c=n|(`MmrCz7=}^HJhCFFqOoss8qb4pR24co<%y@
z5-UtELaQzA3we6;kl32%Zri$#LY7X@O6)&3sx$)9ozl()=s%TV$XBgx#Hn)2s>x7^
z`0N3!w)9C_oK)8(jTLi)WSBAeE_GPn-fUOc0VoKT>GP63&kPd_VdU%jx=3p<(q~y-
zGrdX2=}VraPk~u#ALQOn=&1c3h?Bs2l2lA`x=e+dd46`^55PmM-c-pb=27T8{TUTw
zQ$KaW)a_34tl{OePmUe)%E={#1AIgEbbQYYdD%_@t)3L4m@e*ITfmyHaIWX^0ih`C
zzytEIC+4o$?-HN98@#SF$ChdRDq1}9QYABmqkmc+yR`7<YZ+JYcEE`jS5Q>7&(u=1
z>7>{y`v-m-B;V#1L}UyNJM!cKO9)GNb^iR#Anr1;!c9+nppH#EM|#(z(p*vhV;J!O
zG{Kgve!?)BI@$Olt`04^%+m&?rae;1l%&mklY*baI$9&G@T%hYaXRe5QZXp%O-@JE
z`Cp=M&P*Qu>YlFqF-NL{e?{KNA|z6B&A#R?G-V*qt~XNx=^-%x68NIyk&X@Tcawrp
ze#QBRw6;SI<@;pa<kLwy<wrV5r~=P5KpDpSw`{zc-lb!HN$9wkdxh|qPSbI=UF0Yo
ztrHp5@S?Xb#sV|!MMy6Ijg?*RsS=Vs=lZ)8sXi8Y{^$J8pQJ97T<0|t93#%OkWmL&
zkzgL;BP8d+Db6K?8DZKsF?h(-bScy;YHE8Q<#06Ri;8wq@f`-UjSO2+z09p$!JVG9
zfBR~kpN-1_5}RotV(=s0!%mR)E3(VdBN77B547?Alg|y<6(P=nU2(_eklC;4q$;N{
z_`Z|-eO(zJ)4#<DuP*DZu(q;}VNk_5>a*Yye_V&>JMf_)qrm1OR;GS!i~E((Oh(ql
z`$354gnx=OmtLw(2kx<e8Fm#$I8TTk(Mox3D-5zJN2%kx7}bWM`Ot=wvUkVP`-c6j
zh2@lX0Timf^{2}x2=P_H?%~C<jt@I|<d_d}A-qoWY4bULc{Yz7gBsf+^+^?7Ugg1c
z5!#b0A*s;)OzLFB3H7#KSjJT^4`2?x$T%FAYk){aF>lj(U4tePu`gXSq(vD#I7us^
zopq3cj=GuGkY)SkO%s!<E|I1r7*a`=X|}=D6RV1D%I?UN$syxO8zL&0O~0PUr^H-T
z)h!UYFqb%$H!wa3f~PMktJ4Wh2Hw5XNZERd#-_*NEFD=h*l|SBJv;j=ii1K#{L}5x
z7n6ROAgK{Jbx}Tke8#Fgrkp2s^TZTvE6gKoDeadRv#7M86QL?ej^b2Wa0`s5CfBq$
zXwG?_A!7N5w2b*a4Jh>pC0R*G%8J|7a9P2qniL*E8Wae9OWN{H{jCd21&Lo_U^zdP
zQ@lI>$@ybNg<G~?z;($xRBd0@bThvxI0}h50X9tB2k#Q=%NIXZG^HdmMVX$@&8uP!
zLG02GrH9e|Vhi0_{vWE|`LT}fjn{r++qP}nwr$&L8k;+|ZQE93Hn!8KO`5jv<ollU
z!}$+p&&*zH&3#{=>wZbpUTad}`)3xE+UDx;QK5z35t%XzvSNFa4G>lCVJ6iGA$>(3
znd(Ax?K*!}r))|wm=@ucI}7}#OWW_NL?~#FXOS+yEi=%kQ-;(CJx|;GK7+8~+o^Vf
zcOA5vfs^6`{jvo;hS?4bo=fiGmt*3uvN$%3sv+e?{?=DqoiFc={g~W)QxF<y$tN;l
zx7~W-0Q5#P7frywyDE$nXuf56O&oiXv6f0PGd7&mWJF_ru?g0Nef)RY808i168@pA
zCMf)#*qumv<i_#pVTeu;KM%D=Iv$EY__x^pKvy!&^5>;rtlS9kSHmMo=GB5KBMB`5
zGc#C_*HoY;OBug;R2O?Zg1DFBubW>`xES@18GLS@gp+z6A04*|CLS;NjFTf08ZGSi
zC2C>YH%G(v^15*vLX_gef*=vGmmHY%8`lMtEA^fQlPnFb*aUUsmW<w83KNCS+^RCQ
zlkTI~kpqHz1}`)OUR2(DwFzElrmllfCB!CO8W^IGBD!DG{NugthRr#AQYhQ1kH6zc
z%`BBVL_BNtbClDIs+PBYS2r*GsI>=s`ysI9h(v|o)CC3ROij+Wm9*ke6=#00aiS1k
zmw%%dUVyyC)M194o46qu8T}QLDNnD8u!XkT@XOVs)=jpiB+^yhSp9kwvB`+E4QT{+
zC()&LpPmcZto*ud>D$b$L=HB73gfI?J#JiId%-j3>S7)VC!t1MZo#zm4A6_Yf0+*J
zYsD`0mLS;(FKQ3#>oep02}9(GN;lba4(kR44)pB_UDVT1w@>jQ?v;4$q13+{;c;ET
zhiI2C6|lP|pFpfJV*Jjr(6F6?Tlpz<oPMf@SN!c*gdH!LBpCB}m9@0nkZK67z*23<
zUL_TK7eWSwjM6qtz5xFUn@OjJu((V12Dhf>2ZBH#?6{ub6B=yn-`iuJ%(buUIrvsB
zbqt)!<9B+G%hNlv<@PndG>yjdzOG~g^Pp+F28MgC>}$=1nC9LJ3RH>X0;OkDg(1(9
zdej@!5dBg~lddh;<k(@{G%OFeJO5>*oad$G>vOy~`Ckr%RtyR|=kgLPc&$HR63vr*
zFJa@ikAE>?KlOK3yTXw0qo9J6gc2Vrxorj4X)H6Bb8>@HLMq=UKhT->)^Gm%XbwVp
zd)({r@Btc_>-z<QugLi$C$M_i)U>A@^)4B)>GBm95dzz_@`rd4cD5^-Wqq}T8-72V
z?D_toK}v-;3Qf8;Lm>BR7h>bnb0<(+K}?a8V<T|-NPQq|uXr0y21qX*=6&-I-N~g(
z!dtlw{AA}mY|kC;P~YkZ5<TP|O@IFAR`Y<z5~H>~TwTI?4CJ_UdpeV1lqNAXLOWNW
zRw<d(Tc+Eo0zLgGzx<;6pF#oAId)Y5I%3f>!f>p)m51BvoK0&x0_w1Xh`X)0K^cDm
zp8n5Uju&;GwF`6ua5bH&OwZ~k0}i8;5`CVf{I@yZItiH2GS44cMZYlfl^)^nCWHMF
zxxzeUIUn+Qxsyby%p8C|xyQ)>(KDu1ZzspaUDgH>*xLz8P564HlEitD^XixW9X=Oc
zUIV%Fl+cCF>fLIhIW&6CYe-2_FhY+xwyxA{zG-7!i-O?+qFlr&193Q^_F3$p$y{c2
z@@4wB9lA^_Bqz?+la{WvaV$FT|I9YF*1TxE&%Nc0R@nAxeQH>&Tj!Bq$7`f}$;%3{
z^PQTsQO6&vDQ}&Hws2(}N<OL^l3DJxI(=+<rl5j)2({}K=Xb<?k8aW}l#t}34=IMJ
z?&Z*zZw>9Lyri|1OT#W0Gh}I&B6GCsbxXq%yPuiYN}o1>?$V<F`1=6SHSoEX6cjx@
z;IinqQuLZo$pStecT3u6RE;uDuA(nA35Q)?$I(KnixC@Cdp&a^Inc0#R1@{i%5vCz
zY@nrXc5e<mR-)&FUmJdm?3p&iIv+4}yapC%Q(Z%m$xQW@jgFFi!>F{AB&L2yMC2xW
z&B*saln{2_o1Ma(U0!9WCEF!gEP>c~^=s0X=hA#dWKvhPlY{vr=*wZ{#S3;eSjb9s
zy7MfEoVfAEvlA`NF+ElSn=x<k?TfGvak^_v5XJ_4OjVpw&9!`|hcP7TqtbqJbZXC<
zw!usP+TwUd3J?5rJ!qLKAzH$O+A`ph4oylTEMIdfHyrUgMq_``SEHQ}6p&hFz7TUT
z#FtZff+j<_WO$7jw~qQu$I>4WE+Pb>2L$aN-P5tCF)sW#q6JpI4++Q&Toxx71_Q{P
zxXoJWB@y13KgqL|K3ZV;fR<VI_Uce&NV2#(tS`}lA|)wJC<lS68iw)x&{O*lJNI{$
z5>_AaLxLQK+Dhvq>S+P1>97BB=^`j0e9ewW=9bb}q9dGcq!G67-@R~MC{0D2X&k~F
zso1w>TzpOWss9FL;{w`DDfdptV|Dpc{WGD~DV0>k?^{#4A&la0zq9PhhMU+RG>Zd_
zBW3};w;{JFT2oiq2UxYf-@;lOQm<pNWWTQM*=lV7F7%s#Ify;tpBIkF$g+Of{OVqa
zb4p_nZ@VTg`9>+L`lErL1DNND{N_eo2j@4t>+*-9=ew~c*@G3BcUQOq4m|+=iM%I$
z+Mg=D^HcrfC!OyVVxE`dH1g|LyXSw~ek$a*+$nGEn_8q0h9xv?rcXZk@+!QC;pT7p
z4Z!)44jF~_;OhsiV-z#Icy5PT%CtS+ad^6CsNm0jVrZIsF!!%Wsi7PycMI<(nO8yV
zq$=AJXUda&iQ(9IZT_ps#^D$PjVTDfTEhP;>!$IrBt)<8Odelj-y<}tBSbARHZH7T
ztzx2Et~O)sJf_|!dptex^x~0h_$Oif>v-V)>jFu=SMqK3Jq3kfnP`c03!<LK_ysz~
z;3YPUSE|1pPt~y3kT?r-u=cXBT4Otdih-HINlzXhXNt&4mlB-lX8_$PXWH3MJ`EvF
zWoe|Q@|Y;x^5xn*%<nR2E!)#^KBhbDtPgwsP1<O>&jGBZ-5hxnq+Xzb@oim!+%9A@
zcTbsSDtFpb@a>Y!81bm$@aO!qJl}A4V}soy-y`CrwEf8Wpsm|gJ)alV)7|gOW-E<N
zhn)5AEz}KO`{wN?Crlv%`<>erJU9+r$+3PsjC43;ru;9IKW}#Wdzif=0*(GOb`}8b
z*P+(@MJG&I+;(uzw$cSUyjI*#D|}$bz*E)CP0Ygni@)ZfU5pGpJxTx!LPh%!O5@p)
zy)0^*cbaFwoWTSGIGzCn^*m|LQkGJh;DWP2be%NJ&|2Tg7PYe(sy~`0T7r6a#Ok+a
zBy%cQdG*w_EK$QetmCA9h7&t{S}%5ZoXZS?{1c2I8A$>$Cbp^e?t6+;oG9^uz8bT8
zbZ|nucWZ}JZm@7OhB{+oeKH$*>fd70w^v$gS}hUtP%%zGTJlvYE<&<l&Ewjsqpzp3
z;_&~n0J-{?=0+4(2Hz+p2V6vUx`Frh*!7Oyli+rtD1Xgb0%>u<aS`5xJJn=8@8-)^
za8TPzj)|IgOII{vb%{AU1v0vDa&3;r7uB+qPUvp<)Bs5($2+X1L*$z8_T$U^7tTx@
zeA2E~sg^NDDraI|v0D`0k*-$e70+w^3H!`sqj+JalOhro)o{mZYK=Jr$DKPG5>ZnW
zTMrv_C|{M|eV}FOMc)VYIrm4&O<2x^IiIV=l&jNJ=9hl)(tk3TJcLUyM2G$pRGj)A
z!?x-MMo!EX39x9GRZ^Q&L?mS)wLkiO5(5(~@CIv8yNRRBbc%PvB?!|VWKOi;vyL{{
z|MuP+KrCPf1pmcmAb=n-!fA&Isk_&pF!{vFp>pRDtEs}>8mU$IiMz)KP{8*YE&^ty
zEDd@(#e60Qm4{b&xYLcnY*Z2Be(Wf5>3W0Oq2jWk$-mL`0!%=Xz+G1l{#A99$H0;n
z+U4Scwt*8@ew~oJW9L-nf3pp@y$X1pzH4Z(_VLR)iG7WAd@^|ENVVE-2hYsPIOrzm
z$gw^S-Qtg|Yt@0ST5)nNzFcQXIqhwm8ge?h3e&n%2AuO@9R;Z{Q9WyXj}k8(mm_5E
zLdb^=;+=djO&2eHj`Bob`eOE0^<$xzu|gI83Od1^ISOtVdYFk9rLPK5_*I=AA2|Z~
z)}ZT3aLGDl{;UD0iNOm<!xJ9fG><$*0TYi{X39JB8@6p>dFo5mEAk(Rq0x1AB;@bD
zm&P!eay9dso7W9GjoJ63pTYZ&arF6w>ZxK%kAm`)njn!o?6)I==C}MW@0TCk#I4Q$
zR3xU0W>RdP2{9R)HV@Gnnkujg#j9A2Ur#IOa>pyS@IDi!1^mKK(pW~olN={AP!GKP
zZlUr0UOL}0uHHsRUt*vP<#r!F<=QRF2dgJREMG!Nopm#u@EXbzCyAa(g0i4uCHYhh
z6}g~<;hr*L*Xp;6ITz<c-&uT;aY}2b#KcW>lv?J#_Wn0T22bMYBh&NJ1GEY<zC|>i
zQ#e%7s{62Z!?Ifmn$DwEs+iN#?&sHl7PYlyZ568Tr;lw`?^wKL>}O;++tm0<UaxDn
z-B9+Syr&IsNjLHDD}=Rm5+_eXseGu;kP&ht8CikzF~7En!UeBTmdosdfeJR)^B!L<
zF(6<XpMeT(G>X%6q-q@FswQkxWX%%Ty3#G>Y;54p6ol<dlRS|hz?XKiI?i6rxi()1
zWu&kuhaoqHPrdLy2q5Oj6riGIxl-WC>U%F4I*tbAPvjP`C2s3db6XHIZ_5{iDe=^N
zA!TKb?z3N6qfO#gUYJg4YUI%AH$tZj^@1qphmv~24yVN8utS}!omjsFRbej&s0_Yg
z=n`sRgdd!x{VPd&<t^cVj@yzL1!hV&mrj^r*UqTa7mV@*<@R?k8L0;IOB!D<=+s?(
z|C#D~zk@SQ>gNV;xL37YE@Pn-Cc9c;!~O?1FyJU1)8zY<j^o3JD^XjtkJKGE5`**T
zRJzJ9QY>MX1Px_ADf5`;Vy2cUa?S2OJY9Fdel!8+fZHuPo2!sSdP*AAk)q9g+3_o?
zq;7}=GwpkVbdPehSM<kJV_gi4#ECy)4N;`CgoBds95y(Z#U@_dwHgM8scQbK$XVYu
zQ%qRSY{N>qRjnCy=;9lflgSF0nEyjIr@h&c<krRVJ`PNp{WcN7*9Rm&26}oGk6}|K
zjsPd)mST0U3l%$5ILn}3{f%*;9=!$`_i>mj1I4ETS&g1+VN`GP;u+ev&UUdvi9-`3
z#X^!b>PJCRQvON?`tQWBM2qT=B?HQFCeO&+Zn(UF2xJt0Vb%q%&~eK_a>z-j;=aIB
z4_Eg@b1fg(LWQ))H$FN8-LERBcFO%5k7wY<4$)#@deZHj_JM}O)BYnuInZx)8eAp$
zjWrS{1o%s~YmrlHaRyPvJ2&kaxzczF{iXG<!Jf=En4U0-#);p3|63~{XvQ?caVMxp
z*@iJ=aCvq2bXa&71wjT=NO|KmU(X9h_U+rE25K`Mia<gRvt;~XtzU@mejT@le%{xo
zL;JC&9*w%rNkq$jm2)Q{_eY818<TV%X7+#YuOSQVeEkUUd|(W4>*RkCu+BKXK@t%@
zr9rj0Oy=~;UfV^mLGZP~Czzp+R8E{t{lE?9jFzgDsxSJM;rkH3pTNz7W6$&-H3k?F
zeGX*mP|@XB#Zn%z(BV4M<MCi`k3EpXLP<4>aHeo{Tex2-R%S7~qp6MBUpNX)L+>L@
z5x7kAG6PU{;xv%k2Q%M~R+e}Zl>{zTzRi%Y`#zwmW->={B)&fglgT1~HZ~=j=?xgw
z3cxb?>xq=*no+_U+QRx|)x!4bT9I0Yi|!JFi9)tJ`+!ad{Kl3>E=s~(tCAE2Dm!?g
z+*B>aidTZjav)L{JXMu?GmpKMgNH|P)7X0I8YvYQ{g2q92M6*yqi=E7*l+$eOH=I;
zQ)@6isf$kQMFqI<K?Nko>TGv{t#KHYn}Q?M?a2itmG{a$h(h9*2N~8^wzZM6%2EZt
zagQ6`tGtGP@Z6v1zD(Pn^4?)VxU>IQ^!^NY_<kRsuht)@$Phm#ht}f<CT~@MSt+if
zy0xmYgbdKi-iOt#|J07cF_0)wvO(2bRJfPhRA(VIWsz$wwGh``+c9tE_HPeNWXT9h
zWxiiMQzvQ3W-rGI5btK@B(-x<wH-PF4sUc@hPuSpN?h}r2}pTfsnyLcQJ1fE4+%XE
zW!}9~1NWOdgSg~6By+P8oz31{Huv|JNN`Eo)5g*AiYFsC6K<C)#}mwMCMDst6Oit(
z6CN&{G>TsopGj^I^dX@rWJ?J%i5aCX%knx=cc2&Z^!QtF;S-Ag24j%`-+L3YrQl05
zinf|hEbp17x%krd%*+Gcp>fPTRmDHhOMBflNH|NlQ$zsI+HZ4*;3Lr$TT(*~`(&jR
z&g7)-OAD;GJ+~1`m2-H_JIu-isa$94#hvO?{{n)UJ_d0u^0p=SHT8c*^77m`7C2P3
z(#!OE^o0$WWm4ZvLaB30J-i&^{B)*J{3)1BP=NRDprcbv><QMOYYiy{DHwoPP334v
zn2C>tzifM1#>K0L8O&66F4cF!An!C8Mg_6@pP+#e<s5sqvX^n-MJd5>F&4Hl8{l7j
z=n~?y`>|G0nJ^hYKR+x=e?`p}GN}0w8{NQ3_Gj_GjE^ClH2^)_G>-X;ND=)fp;)>^
zeih+7x2-R|CmmO{F=~1&Gzv1Ai>@Hzj?-=4*05Wl`n?VS8iiO0tG-g<2K5i|cW6+I
zZjb}?X6`cA@#)xdtF2vx&w()yWi-)-^C{TsIttu4CfQmId=+)wk|xPeohul`;sXu|
z9TOE7sBcRZ^0z7xQ(TZ`8RKbKi7Y<1*}w8U{cI@&V}oVi=AgetQoX=e{s_bod2LRb
z9%GlRoMe#SzL=$&?6-QvO~di)<NkMVH`~mbHSLgJibN6jvIG}{6^S0|qQ+Ez!a#PG
z>K-0Oew)%M8Fw~sBf<;h*`CIIv$>dFV&SE;Wv0~{d)Hy3*;-%+0A10OLFS8nIDW-C
zMLwy^`BOvCHn&lfQ22u95HHXV&XG>i1+h_iQp|eW|DhujTw7z9+z>;D{{5wtj;AZe
zk{82?>g9@ikcp=FL~_}-M6ODI|HeE+`z(%gehjiYNPr=m45-zlHgLN!NH!R21`yh|
z?(k}93L`4g6b7<`g4Hk<4VIGsoi}8$E1M#};p(Dm4V^7xWadFiBNMdTEyZ19VMzS&
zd*v#0xP1$LL}II^^ni$|q=BW^?b=*r_D5%Qy?hP{kyyDToU81ayc>-wQp532w5Y;5
z6J6?;&8v|PJDRD>tHut$J)Fn_e{%&I!w$;V|9Q;pex{m}S(H208$6>0N1cVaW0lzM
zt9EF?zyFkkv>H?<V0{Ib4lX4dZaLIdBS>&D3?&F?_)+2nE5Gp!NADG;ZKn#UPieGQ
zD(pv+KWbT;!|e?*Bj`MmnCXpoJ|{hReZ*i(@@7uL--iwy?T5}=l&k2acgytTVq~t$
zdCqn!G^V-TOX5%e^I7w!v=(~@r}NDd0O_?#2L!*Jv=X1f0Zolnm=TlGNmUD<=lfY!
z)DjHg7kHAK)-6kjHk2h^{kY3)$$u&YVRlVG1JXgi?8g23M0f5oZY!OID~a0}+Q^k|
z8Eby?)_3tklFG+Nn`(4By%Vi6dnJOV{LMISm}nDcE*yr$Kl*V417|t3B)z>v<c06j
z&9{s+<7N&dUEWegA$>?$5EN7<xk?7ca~|h;fE^-y-XU3%{V<N8_&>D5dk=|^@PR+Y
zVwSy(E!E*7C!D0PUs5EtItzN3I~eV(cAZJydQfZ23-ne~*Vlg`fqmG1<#n>LTQF>c
ziT>t5R~Bfk<N!;n1gcV}RW6CwfCXV6CUq449GL&Q5H>R1jEJCqGEthyUsGIgQrk{>
znS~6yvm)*xq(r$-6~Y$KutOPL$?5vy4F}R;&DErtfIt!vi|UhFppG*rB9iXMF9=(g
zdCY#Y?I)6L_nZB~sJK4%;j&EgLQG6R$4WI?-S6dy@{WZh$72~a)Q>el<{<S-wgnr0
zU(;`dRZ?fCHYeSDpIbF3pAS@k$^+)p!36$dr_^>+L$5i?3kYO;-MrLghsAQa?M699
zmMU<o`Kjb1yCBE5$s^a|acJT3(`+k&_URfhJ`8XJnq#<ASUUE8r0YX=+G)T+1)vyY
z&!v<llw=wnb#HKa3+U~sOYfD~D8rypYS)-jyHZYiqJFopt=C7u9X3cN(-I9lSmoM`
zeIZ3}$NNhh$0zXScfW2vAXr^%`|{TtwbHNTN6DQy*Yz0nh(ocOGL}cpeB;zMH{5tk
z`Jb9!cNHeh6)E?qY~~HXYy)poYECD=%Oz54%k+{-=l<MT#jid!@ob23NdX!Qgx=bW
zB_;q2WhZeesYF|GNq5(n$Qb0OT-qOS8UA!w@etLvlgTE%DNgS~X1QPsk=>)RM0Zw>
z$KN3~urkG*SVNRElmn6NRqFDev%Gdq`x)Z(d;+a~0V<eGwD&JXj8{v198;0<$@G3s
zK1wS~EST*AwVfbpAY5SgVZTkNkBc499zOsHBP^+pNMC~tgXWDbP1Qk3OeLG>$o!@0
zMlW9#^+GnF7WV~M!q9wFqcw{N3^VPD$NgB=D_<fN6~;TP7qIZ#frew&YI@{cW~><A
zia6>jF)FM<VlmT>n0^4-l!0XJdQMy<J0z{%spq*^20IueI}@qsz#(Y1CV7O4bGxL&
zk@-l$z`l-55qpnUhZ0kon8VJadFi2O#8s8CRC9fgVGMB#Y7rWh$Dy&$Ji>|Gq*=iU
z(?Me(_sZ!_Hjth%iTu|aak#r_Kn<G$+zS?wK~1vN<TVTN*9v~XKlkqgqknx>?k>PM
zM3f!W_id@)E==@X7&0qVY4YgmcMJcsj#9kho<fko`nHt5w1aRf+&LV~7aI|g`Syj|
z-J=Pc5(%w8lwt#X$-mbLBgY4tH2bHZ_jw$(*3J=56NTSxqnIq60`V7O>LZ33J<Gm9
zeMtj%YrkAvt;9ewDcQhuB?(CCQDc;^9Ev1}zk&$)M^3s1wrp8SH!gpGoiNVL2y34r
zsrIPJ)XAU5HO-SImlx`QCu@|hYmIhuRa38<6!r&Tb$*<g>){wM8fWKC;r!OSPiJN9
zD3&LzK?<p)(-#b_R=VU`ZJo!$rb&h^`LdAusi(_zsB)P%$BbEMT2ThFK|h&PkEP<!
zYOwFse&~!FGU;PEI5O10LsFxFAK^T#PLLm=<*{#du6Ir!G;VL3mKJBn18^zF+bs&4
zH;f4o$C?UXwksSRGfG3G{HP9FLd`FDm$ISVHAC;~%8n6)C~SkFI~}F;g<FacHSHk-
zY=@Y>rRYd8@{FRIvohbNA&|llxO#2#^x|(aeousW0*O|I7?&MKePJ1H97&8sWv7nZ
zZFCMfLiR(}ZI>SNxYcA*d9p_aVfAL+&MBQ6OH2d+#H@}O!l=;pv9WfEs5&qr-<q8x
z98g1$_{P`9;Kv|EhuMreTym;odMv|vdELJ4sgjI2PKJS!Q7OCPlwc?lWp3P0A!7V!
z`q?L@|J30PrAZ&iY4rT$D0^a0iP@(5wu^{&Z%I(GxGC5fVRk&b>%PCK-ka(xDL!m{
zES1hq-X{1EI}c|?Gjalist*aOf60!U1M60Elo}(zlU5Ldo9X6(H^vhXB}Op0!asZE
zc)MA<8>;uEQqOsNDPgcZ{o-e3nF*$1vNl?i7WyB^`u|Y8t+23a3d`u_QdNRXOJ3!;
zF!LSw?VrT|25ht$clNiC(+9vinW*wV|BW-MsapA%|Ga}S$fe+%(LVpd3s9POUx&(m
za#Zd~3q!iZjspN-9@{imGWnz4Z-S#>X+9uFuHG0h0HE)ASol8y%oso<`BNkP3BKs_
zOU!l8kJnGu?VkDwJQvtUtJl#?c_lh`!1G-^cL-@#p;Bj`-B~=BHvCjqz{AR37l5yp
zxAbZM$=s)fAou$;1U4H|VINT>@|r`>7_g#MFMPZ0++U~-n;Ng~2CsU-DR!?KTps57
z3&^g}E3JVbZnBl(dd@J^^`OU&Q)fLuq<=b5^l3zn05W<3tmv;b^ad?&$;aSGWpNH7
z^V%xW+g-AOq>58b$g)4soV_t{>0h%1A%{=J85-yZqVL!7wAimggQa$1+Hn>NBH2)r
zK4W~kpB!V+DG_RUImDvXl9ImaSyq?pA2jENO1;$u8VWc6U?{xeN*2t}HHS+9AxVmF
zW&#Y@voRCO4E6=bq^D!0QFbwoo@I)o!0Cec{Ue}|XwP52G(3eyh1EBgWCEzuffB9G
zl{W3NKq~t=;Lr!)sR>nV3s3c2`CODwEI0s<H_-j3LL<)7&|?p>$l<02#iD}%E_ed+
zVK6B-5&fkP$k3-T3+FGCSJv0R(rGP06F45!qSE~ZCghfX@R`~T{^o{AyZXd`9VAIf
z-n1Vf1PD*v5?*-Jw6>FStGfFZI2L#<0C<azWo66=Z}GEyPHlfzy>fU9#Jfu(B37kl
z(;Wjfm985HzaZ4(<Q5rX4wbjV`2osbbT&Cbe{ybkIi0=<^TwRsktW}>Y@5`Z@_p(%
zo()yMc{<%x&Xdz|>f2q^Zs}mI#BJQ(OFupF@x+#AUgsY2iWCeuCCA_A3rmw4`ykDI
z;TTWkr{a=hQh^PfptYP&+7$Loul;$Ig$8Fu<`Y5$EN&}uaFn>Yx>$+7Kz!ZjMgT<$
zB;s$IMv>9W*!@hOH@I?fQ|YPott^6u5sX!JdL`D5b=O9S6{oTQ;<mm`C_C#EJ}n`j
z3ON%q!|SW-sJo6jb?>RB9D+f)C6m=$xMGpYaI-_T_lW$Iw{|)dwl3)<4qT4OpDP`j
zz?x$44$Z=>LKu?3rebRRdTz-Ev_mc^jkF3%MO8Prq)(+PuK{usgW@7ZlA!w-v~<v1
zYKV#AYL=h@CKap2Vig4bAHF&B?+A_7&-9VO%a3CpWQp4kNr^Av!xd0ygI=>to!<d`
zEWo>>*}n0?RRROWDvD6A_z!a&r4kDEppGbvD#c?48lErrwr%OB{ppl~^R!Mjt@m{N
zs=rpPl-m+w->Gx=sy=UCGhc41Xk$r!A4Jf4_Gz^2$>Aoq_#~O?&M}Cy`ty^3SfdwL
zJ+WdtW_G!JzHfqKzLvZ;-6*@qC=$<!LaIRiQ9K(R4xsa^bk`!g(yFdsVpsp>CnKAe
z(6Ov~O6Hyb&KNNHiHuf`M`jg1;~4uE(~4C~uPR%P0&;`S35xshAg7f*l?y?j0gAgp
zbAz?}8yI~oXx6-quqaft(hpGCZ-5fgFyM3?{zorY<_Ym&rlGssvP!eAgiZy+(g~oD
zHm!4kZS${n3bh>xv}T5zQ1~@;z;_sq0j-vKBf&lHFC&=)Ow=O7&I3xS?xvMn3rl7|
zHeLFzq1h|@M&k<yv3-qF?9;#tXyUo-zJ7_h!cFdNDE9oBJ(}w!&g5eRJ{Ul)lh)<;
zE4}xFd>rfhU$<ws*E&W29)0Qo0WGYuZk;*UGM2d^z2drO>;YBsUSs(UAUVX$W6<XM
z!bWcp+XndhiTT2}M<%W$GnJ%3Vv_*MeV(wd`kM<-^}?SGNbF$*6-rvntSWre_&U!L
z0@eu(oSn9xE2UXKak)Q%SPA=SS9FTX`KQhV_)(z#&^hGZE^Vo{?Uw|S0V4A*(rh-9
z=$1LXT=~(|3+o?`)MNJSO+Rx;b0~uqQ=>`|I@SSCZx^s<e+pP;yh+tBVMKn3kx*ni
zil;@=4^gDfaQ}-2ofHJz$uY_Tvv9AbX$l2p;R$Q%3r05e)%mPm<&_@BFAa*DJ<M+d
z9NOZ_<VqzJ9(Y0J90X)Hs~Rfv1})6pC+G@==9KA6`j@}c{FE1;E#Ax<+TCB7&dlZI
z$zHCCz$pwTS4uRgduf72cXa`@r9AVN!8=LyUwD!#3W@JQh-SQ<_nQ+E4uloJ?Jr}1
zZk1g8F>Xsq(HQEQLVMTW;I8u=p#a_2X+l|J^F4??`5@k=Gw*{ptF6>ZE}_Hve(<s)
zSJ9u~>v8lAtzr~Vw^u^LfHB{K8&{><!#|J3de{rNzpWn5xsXkZKy-!ogm#MB?*UYm
z?ANAEFPp-3xjcZRhnHergg_GHPAOn>&n3obCi<gTt*WvasH{75NQ_YjP?F?Z{&Xvs
z&X=*DwY1Lp*{PJdJx!_N1fao=%BkO9W=$q}eNcp+ReKTwky^GjD9;;NNt?L;t2DMx
zp^8(y^r)DWw~!&V7!P9|N6B~a?vl5Bb&J#sd}VU+i$jAG7i&7Gy8Z+IHhYl8Vh1?8
zFHzvSbVsLjlmS|r@|tx4)vunLLWgTROcS~q;uQgg>F7%mr^|d4V!yOMl#!ouJa^Bt
zX0%~xQRin*I`E?!y9O%GbS3Q;`Sy>Hsh(RP*|bu=5=Owr1JQFmEWaO+gt15`>!%Nk
zXNO-5EBtY&Mq%}n=)Ia)Lz$8xMI+^<M~yr8sp`q(>Z=#n;lyFrrilY2U7v4I8v{p%
ztvXtR@@9ZgP;I{L5viH^)3{s%Uo{_FNmbDqkRfQ3LW8|nWhmj)WMdO?a?}ge!G|3|
z?cY{Sk5}CsP9I7MPA1>NdV}6f58PGE4p$!S<VjKuexu;@vp+*g!7BZFi1A*d(@ziP
zoHCs65=vvQwIpe+NVDNCf=)1QKHDTZF9)j}%7WJxh&j4vC1afd=9r5e6G+qUpyiWS
zz<LwC;RfL5DQHnd7U!oDz?*~RsyP>&Pz{eBsbSiGvNe!@y|}l(LbAuN4byDD>}7~;
zh!Od(joxbTJl91yz-+%cK5%KW`=({~DBxY#Zb{uBQJ9uRD_)hNGnd%&T_x=h$hoa!
z1$+(X2)gz(uRy&2{C98wMoY9>@6CW)3?)LEIalsXV#29+VX&F3Ger?b+nkQc+{3@l
z4aG+c+{Ps;1<H4*Ql}KBq8%Mg^xDNBYzCG=@c_#y$sTf%T|x@zm#X|32ZAf+@D=nN
z9rBi<r7u)b^_<@Bt{9;#GLVS7#r%X3QQ|-psQBRB#S8(}?|YOC@nmD!v@DHsbBs(~
z^P|P?_V1@%&()#0PDoaE>kXzjU=1wz8uHD5y)}!7XnZEyIDK;0AlbvW<FQ2Lu%;6m
z9d0naVug*TzOT$F_~+|=^S|TLz8?uLH~;&2z*9%oLAdEhj-g(isOV{gi+BTa1!Pa@
zMPkx!=&UpfGn#`^;HZJA&eiV}Ug>SAq@JxsKjg{u-SRP_X?~wne~bC*)vi@1gKO;M
z7G=&Tokx#tdp83}mP#(oFX&phr1?0+-RW#gAe58lyp>i7y{JDee{R&ezinAs?nVBD
zxGYt%F<d)Dz5XTcOZ^_!$W5MTAvj?@nI|(jQNt_ERVvs6oa3G!tZ!hXLQq<DQLYoF
z_$^|n^IL!RQ03IMEz4u$k<9=~E(_}Pqq-NYgMCvia(y~Iiq@>)`0w)L*gM_gTccgs
zybu#oSMIU1j_>m?Wc|+ALdtMonV4_Lo8PXo@h?fQsg^J@`z8NY(oq^TU!F<VTNfun
zuel@!0cA%nV;Xz%>cQNVSEQ>^%|T-FjSH8>w{P5{b0y|(<kguYdVBSs|45=yI|?mb
zQe3?JA!w*WO4?Q2I@)W9+n)4h!dmJ(_|!HaPIczM?MkdQtwLP8VJX_(BthDF%0$ub
zX>E<J#BX!&rNDVeZba;q*Ss^q;;3%UyH*8eF8>)uk*{d5`{op(^sjA28JL4e)jVpW
z#rc%}Y(Hm^;qzBCNKa{EDug+B&-&5gXVsDi$S3rjPig>&Pfb$N;VB@5wCDo!&}B}h
zBIiPzC-5Dzuz&-I;cZz;>acQ{0icwh&fKi;AB16#wXJ}WQIR<`cO+gWqo?htmLPx-
z>z@>3{?7g-ZBSfSNp^y<vH0HT_;fUV(8|Uf4ON^j#Q@Z|7Ov(6{DvN@`<HwO(35%U
zloV}!b3oWHAxbjk-@><!920JqZ#B)Aa=KcnQK~bN*Rp#Tz|x9(Zd-ui^^(y`PJ~{+
z98S-i@Tgu>yK63_eZ$yDB{!?aak{2V)otMdD0{~%k7h_eU!U+f%fY>3;Bs@&-|1rw
z^yBiui8gq5T}2w$vbrj&yI}h1qtq~yPn73QXS6jfboJ8(UYFdq-Lr7>9+`w<G+d^*
z$;_&gvghXhFAES?F(GC|^!h$Wnd3RNNAL>erAxe`z)8{5K&^}~bc{~M5p>Yj9ct6k
z@kDjPBA8Ilye%n#ombM8^+4+=a@x8vU*5c#{llhclpbb!Y%B8wrm*oobOM0ssk4bm
z%FP^LQyg^1s1@FvZ~thi%C4)VR8Q+>zsB9=f2oo#nJy~O{oOK($Crd`NGYU=yY~`C
zjQ7glj}YbOytak5PxAdmPnZ5|oS<X8?&JSl;+vA!W6@$!1-XV}X?^YqF4WPVSIL{Q
zEHf(y@xh%7S7<He3NlG+GzL^on20cRU>5Xik$+BagPP_bzD~#Ln&$`_Zk<g2J_o90
z?-{sot`x@ATMk4=Ope5fJ@{J2Rh{#F<xgQCd~MM5etw+zxH{_2AWbecg^MZM!+a1}
zPUjBk-aj^kmw*Uf)#cTmdPU|7s516TcWh4QWQOZI(+jq(8JEf!UX4p#T3=_zFUZ}^
zyf+M5@1ynOh8eWt2Bw{wSVFc_L@{gq4bJ&=DfDXm_X*MR38=i3lW@PpO6t~y1i1Ip
z;lwGOH2M+&qn((!g83iUa{r5}lPHj;U|=&ZTS&g4+M&I_vi0fyN1#tLpjYbEHKRf1
zt|ev{%1)g}Tf`)QeyxEOAY#y~${>e9L3aX4fp_0gv^jv9lB2<;DgSnm@Ya+2Akjf+
zlLD8rmGb_(;BgC#W)4-57?DUss6U2UYcqgo@atKwjTHHjN3NG=%HG%Xt&TCa3?mi}
zRv{qy_mgeCmo|kanLS9)E?T(!#^N52Q|&9!pfqJx17ujanuE#tutkbL7ebGjlh_py
zAQ(>JvC1f}(lrfdz;p~MMReCM(Uk}D@3U%Zx?3a2)Vi6bUviSHnlyHzwUv^$&`Q0w
zf|L~qrj%^JHx`@Wok;15?6I#2&HN4o;p8SM^1_W`RWD}iQg-!jDpW;N&ESaA-dt8D
zaN@ejLrKt@j75a~sq>f^|E`vRE{d}5wPDIY0A2`<Qz^7mme<dNw096LA&NV5aplY1
zVQ{zH5?!K_{Uq$i{S3$fbtD-I12d|8N9=1ci}*6as1TAy_Evd(!}|--L^L9`s{KaT
zFH!;Pg_#NeQg~95#@7snLY=5NnTh#arFl6qu#|IN-1XT)4_?p2d7lEL4ZrkN1SIyV
zXfh-s((!*Fmu5&F1YUipS9*Ms@&LK%V&|<IMe8{X=FT&YFuUJ=QIS^<O%cFukKHUY
z+e)?7(e0FLZ@VgqC%@~zVuZBA^eQkAz`1iNrs;gwy9GywhhGOfs%_BU$5KXvSXW*n
zdu2%^`ua?!)z~dR4FqL0^65zO9-j@u(*8wTAyp68KDWNIe;$1VQYkbyg_p)=K<db#
zwyr5GqVR+fnzJq{q{KQDM+vS8S{nP4L0eBK?>*vnP%>E6IzOLq=4?aK!0njr8~Kpl
z;?;{!!>@^$EJUccku*hf4Y&xVKjpYn7rBt6c3`=t&Zr(sSh_BDY-B}1Sj@5om*fx~
z5|%&gBX6v1)gNAg;oQea%tymUk;Y$gM%-nvF|x7jo5qoLv?0X+wGD!|^A`qob-0c_
zp1|2?EtG$_{XQ)eu188LASk9@<gu;brJBIn`EHELK$*9JRy+1UOHGtYa<e(w62f_h
z%5NCQk4hS^&q&tC9N0TeAXVeh!8Li6ImHq=DqDQ!Rjeh+hB(YD(~%!~kb$sV6QiSq
z_e-c6Jxz|W;*~lba`bo$sq5JwWq!MnJ1x4Rf9q^Cv=YwyWmzw(o~ji)j3-$IrZX5F
zS$ZHuN!*%W>NWBFCel?LiY=IM>oatJx!vsrRDE;Ri7fM%XrGu#ZWX8LdG!*&|1?c0
zE<FO9&l1khF6YwwraHZ|sy|OWj45S#p5r+e8hX~*R`!OW0Zks*H$R+GBJs+@4#WP^
z8E{>-^OgzA`fY)f48;pRva{q<Q^s?~Z`4ci1>2p?&;uM*7Ye0qHi4y*6W(rorjlx@
zEbvB{a3ERe-NJ_6#DqF<u~yG}<~rNmhX{x0u&yw$Fd|a!#~)CW)K=KadS182$|k-e
zK;>gMa~HSPF?}XNUHaQUtQoTwp6sT+7<{W-8E#k71lCH7+lp=cG~O-r>`L&(xn{0s
z+G&Ry3}Of&4!k()tl_vAFo>`ij%@M3s^|<Z=<$W0h6YD<XK!Y(*j=#L@*OB*-OJ{~
zhuP9i6J(V&n;vT{;P$yo%^EAf$uo6g;bbhV?6p%*{jiNDCoNuR_wj8p(?b)JGh~qt
z(hoas!Eb_RGiT*4+^D|)KLdhp8F{KQt-)#X)c~eV9$zL;Da?tC=8>{MXi5=9??O@G
zQs-MzmEZ6ZCpnLeSp%Jv4<Y4bBH}XY15ESz(-+x9ei*$R0_blL3Gs3zY9ua*+5%uQ
z1UsxMa?||D(HyT~!i(-$-BuKXUs{fVASV|^sK^FbaaFE2?Cs84wj3uIlnLKG<_*)0
zAKv3if$g$SA{Gn#Ym8%_W3)29=lL%z&F%42H>*HM+RhqYl*D~iIV6n8SXw`B=To$-
z@!&@Tiw_|zw1bSPp~B18R<ehM(YEC1ic_&-p+^JEoTQwDruGqdhNj;3MHusB3tD8o
z0j9^o(M}Ngw;cT6$+9yYc#pLjEY+Fl0~7DHI#iGJxA^vGZ=)Kll~$A~dA>(6f4w8V
z$JmsD)~@Sx(RmV=(-uo1(g;0?IY|Vy;xwAgBTmN|wdt@s%q6e1wDq94P<Lr&n>7FW
zey_&?!-TpgGAr^OtLZGRQhHzt=hhDWYW}Io-p~vVOL{GYLTcxb3Y9%>#y8iTiW;AW
z&3E8OY}v-WAVb}*%BO9MCXL2Hj+SFHt`Du&ndz18D3Ux8PjV37vpQ5773CxgLl5Ic
z;$&l0@+dgs8#c(ux0<HPbSz1)Q}(t8Wmm##Bl$3aQ#Cd-@~f39$()9WM!~{9vtX)8
z&}1V|YFVrxGNy`zMjr~ObksJ-=-0rf)MDdC)rNDL`qcgS-Tc!u0zor`*Q)olR&jb5
zk>vwxy)U_J^o2!UMGSHb;UF_PlglnQIybsAA(7fIm7|7xTV9(_D$|#ix?3;bu5a6p
zUq723R#i{|mMJ4-m#17epI#{GOJd}Iv1HdB3F)ALhe1!IuE<iYwP#=l=1O=tzOsob
z@h-tatuN@NiAb$2hmq9}e5Tx*vM+T{j@E3e(Z5QP2M-y5bu}!KvRJ+i;9=%Y_zyu?
zio(fx1xcy+oehsr;B8(POAY@7zHaIHhL)kW$f|FG<LP8F<7bI(ui-INcYb(3mGQBc
zFU7lDzSs+?aEfFhsHs-0&?S9G2AUmCSGq0s7bBd0f4qALI;9v0?gaRft?oS2HjAC8
zzyxm$*uCyafDkNStZ8k{|Al%2v-pK|lm3D1Eu|S!RV%AV^jz(<I@W3trv8w;Oo!3L
zg{{^fo49T-XVyU>W_h~tbez90&M=qk80C%#<N@<BDC-PT!_7+!LT?FaP4X>+rtz<Q
z@SmdPLdKLJ^pVL2@+8LRua4&~cVk?M%r!ZAum?I&#r7jQquc3jH`I)V>O&0~yGB6i
zZVH=xaJ6cj&aUSi+krh44d3KNW}8m#oL;o=yG+ip==`xt-m+WHg2lqua(Xn3iE7t2
zo9xwoH+dxr{QAh^f}?k)8)g4+f(#Mcq{y1$y^%g@DnVRL8f>LU67?YxaEKq|_?lg#
zz#u;O#KLvdqPH|M28Tq*v)_Dx)J#B+jew{<840{6>-~s}Q;CKi*)p|uIF6`bS%-h?
zO9iU=_jlg5?f-1s$3bO2c$42mDVO_DLU>0Lb@LfX&F}pXz}>tanHS3=tnPQ(R;>RH
zO&8~`n?Pm{M9}of-ZZHqFi*Ydzsnj3SVW9Fjlejt6wxr+elgITHg4b8*C4}3%w-fH
zidlJx=*G^hy_8nC%4`i6(oqG>b6}(j@;&3D(uDE_1;E|!+9{@X?cru3#H7+tcTnM#
zmX@CT3Kypo1Frj_C*s7~0Vb264Bn$?&DG_Lq<j0kw+gXv^fI7F`3_hzd-DTHUtR<8
zH>mYvTd`Y2208wgU8Emn#d8>w;KvnA<-M^u=fT&C2*`yFw~)grlR>tbmSHS-qod!K
zTv^;0q<%+yz=!z#;#BUtq)Da)YDH6v-c}3<-NlKU4`;9r;ID<1wt!2Aw^LOVCKO)S
z=01{xRdDUT3Z^56PRVC#sfaKv(@PyTSNLGWtfkGvA|dfCX9y6<t*$e8Oo`F^I?Do<
zm~0xxulL)_LE{xlzql`Sx|^E~;xgCipr*FL9k!MS>kioC6nQhp?#!WffF%C{pwU%c
z_;0|iQQ$?xrtc>lR0JH%nq0^<24V*3k-*5=#G<GvlU#%1EYySYK~1^ZQ9I|rWB0V}
zG`EpLz6KycMdlk*$lT6KSd(u3brdH6@r)`rEJdv`cj%3d%putzZ7d(#a|ubkDqur?
zNM7G6#Kgx<CFIoqhH;Sx_lwd0Exs%PvBjjEs9=!DpBLI7x_fO=@TX<K&Bm5<L-|87
z9T8(W=6wwt2<$|Q2=HE8r=D+<7<6JZ2KE7d{yMtCUt=_R@V2=#vphjMBwZ~$yED%X
zBws6flrk~NkFh0kT?S#aY*^_AF|R5AT|Q3?f|k(gvg7fPK;iRkx8<{;rlY%n^aalB
zh9G81iX`LPzjZm6-`x0sp;mXI-xpAI|62GA6Jc$sPM_Jr03wSLERtH$k}Lq=K#5bp
z(~fi_2>5uyREQCvdJgR8l5tWZ{Tgl25pUS46j9W@Wu03svy3GP^WK``KyW@hE%;;8
zHNvVJureSehe(gLxJhsS)Z<$Xnx&1`g1q=th++cuq?ouhw4sF7aQXI2w3;9|TtJ1y
zES~ir*yo(sdEN-hHmZL|ID=KjPHA~_u)JykmmRBhpaBQBtX9Q=yP0x<irWD`;KSD*
z(qLaCgNj|F;;C${2po&>d-&9sI^=drYJ`Ab3KzFkc{C+J0si|_TBt>D3Nc?v-1sQl
ztca=<o0VqREGqDthKYNap(0GhH?#~gs-d)pt}kN>`4JSZeUu^yPIrdfYvzsC``wQF
z{@bug2p6AgE;lUYEj5)kN=nKe!p6MZM5WQ`<_Z=mu);_5nX*dOerlWd|0DVZD98t=
zsdJ;3&lI&O@HlS%DD_XJT(wvF|5iR+W=>yW`2`u1BBV|MIx3c9|Iw9t*sB>o7Irec
zZXyuaWp2#>RGy}xx!qU$OZTPCyb!g~q!}21+w+P%*9L!EM@jFgs|@$n+)4{KCV>{}
z`1P4%#Wef%SP3s6=w6!tls5&q9xjnL<tMd~bmo1xTzlcGTTHMM^qm^d?Ww?z>=Z;`
z;?AmoA#*^adA_$dKc{o15inBhB3oBSiiw_N84!`kQPQ(;jO^ZkRGbMrAo;p@Z_&qZ
z{@j?bv)gTqnF35OUU7^YaWm=<ih+YrgbEPm(QGJ9IlJZd&;7gyFIRWUj~G><Q_3*7
zDDJASDJ|!$EglXBt;^vfbap&$Uc4#~`uX~skyBi@XREIHlO?DBl_Io$+v<$OFO8)O
z{hA!qp+$)fsY1{sWV|SgjT#q$$anJ<QKhW;q~90Nm?@{2DP1{NwA~5whjV{;k}K~E
zWl=l6oo3?D*2WA|>d=8}*BEZQ=sSg&)<J9~T|lFIa4q@!<;T2HA|W>t<#fCX@k|F|
zttFpAOz$g!@fLiX(Ch^Hl_dMuitKpGVKd|Nk_fvL0E%n9o}CJVn`)D|_!{gy?w$D&
zlc)U><ueBT-<Knj=yT|Ft-Sf+yJ$a=V~qcjj1k+g1}k)JQG=g4MF5TGZ@NAaCICA0
zUrHzAz*~=M*CwId#fWz<9w4ZRmh@V=eCES+jdlivY><ghF*F6yumG3<>R??-H_F&$
zeMv^!5{^2|+z<NWRCtk10P>au^;rx8ikLw8k966#%>?t~ALbTDCGvCriFUc6sXui;
zuJQHd8O?&{bz~n~F#%~Aw(aj!2~R3)&K&4ULQ(7eRemZGJ6~}wOFt(eA0ne6<L?^+
z`$2%>MLiPvvdL5T=a@N{R22R;Z-mc|6VEIH-wxbZr|OtZ-i$&4*AA1vxp_GRN<IB~
zLF%K|ZmOwhmRsfbwxQ*a<{Qvl*`UPJ!LGWFgvB}r`9{`%$bY)lz<g+Se55$fLPMUT
zexK&n32~n-{<%H^BbNTJ8JooCyPNk|?ATL}|CIwJ;!+B0@2Xa%f7vW6EttR~dV2pk
z;2B5MI0nLihlG(5LVQBm4r9ghHH<B+mAdi??%PUsyHGJjP;z3kn5J_|V*K{^1Z!%K
zsTK+~{f}%6W$2=Pv-Cf@+r8f#g>W7DFhMpyu@Wg;>tcpvp6TxW5_~|*nMr;8^;N>*
zuP-@vyo~WL@LNK(dZtWebYKwe<QAby+=Evwe6H8bHDmUYz5ZH2EoIXFdup0)e7xLd
z%P~Bb2N0+^V>q2=487=@R~$aSEOd$r{P}F;OCzSOzv8vjQ^_;ZU-$>OnVt1&=V_Sq
zc7~vbc14jAxXY~_PtWO6rh6C%{S0)#UaxaITU&b#b=Y_j#usmD8RwL3tB#J=X7hD!
z3#t13oqS7~b@SE7B&DIYFb5L4B=j~;<rYV&uW#pO7=|Q%PgRG(n|X3Ib|0<xir39`
z<~QQMvJue}(Hz26sxf&xzL{G4bLVKo+k+2S1#<t!c3o3gwI!H0`em;aKK-kee=Zfp
z82_e9hdj-K@!ozE6Ssk*$D<-Io23bV6onz<*F>g{(7_6~cNBFQ_gF$uMHmdM@hy${
zIu!ak;^AHo0Ga^*hgIyKkJxQfbicSfpx=_zIrbAOl#FgGhw=QDxzP|iK)X6sT8>Qm
z8T8rQjDK-uDZ;b^n|i`;1@|rPnb)=dz~2)6B}`A1h$vbKk^|{EVQ-#Q&8_MvYk=>j
zuehhi>jr(DPe)9t<#YUJz>!|@ghZSa)cGO%JgxEt9ik{fSZE!34LOudBRXsZP-^M_
zJ&oUDkp2^^HmJ4$)j-(Vy+rK88MrlTto`>zyKyU<pkppN&8CIyWom1oNL-dT`_ND$
zk^>TvzeLNW*?-zOhI(E}uuPO3hemZh{1XF6{e{qJeRai(q<lVXDzFt4)JlmW!dZO}
zz#pe4c+W@`U)4Xw@BeEDLVA^yHr=4z#c7#wqNmRI6dq|%=^(C0o!N?Al&!q%3jI0=
z8-G;Jg>^zYHI|si{MjoXFGQAYFQ|YMrT0fZ8W@d&-(RKzE;bN*4r^1wovlch+DHMe
z7B*$oPaKqtA#^EtlDiKG6><G%W|v{#<zdPhnSwj+jj%b<rKLhrhdZUQJWc+FTiL#>
z>F`WguB45C?}o5M$c5VM`oJm~-Xz;De;;eT^MGrE+KyGc86cBOFNSV~LZ8j~kK4p%
zwxR)f<-n5wv14?1!*4q312A3@2Z1(ij?A8amaS8HXt-r(1ks#KfgXTna!JLTDPPAY
zj6hX@_aUn~%g_*_^-f_^Rgno;nIiP8vzFM_-=cZ-SI%+}4RvWdqb1u^U#Qz>d(H`e
z0~0J<M)qcYk;|yU@nWp2S^yq7dq@vct&A^|?;)Key@wxUw(Uxt6OAQ(Qa;_yzic^f
z5mK&!hI-yZ^%6WR!X<{3<(a(1_<WB@^tX%Nmx%b!uJ)8`&e`Bu6Bn66yzPb5bG^++
z+}NGu#d;y&F!BN#{e6Idj6IY|O*H;Heo!1W(^A<|Ocd7MPbScdQhk~&1BN#psRQO+
zfVC{m|9>xV|93CgrajRMIr@YCUMi~&I1j{H<0OVZX_cUVYGjCmk)}6HFF&R3vhLW}
zyNfU_IK`FcWj+9@ahZhb_R_I{ZFZ1tjv`~6c0Xss8f5+jAzjC%SI^1zQHID%Q|^@K
zyQ>6xG{G8mnrD$O04S4FznBa!y8lOCy|F?5o2xylR9&vQ!o{t1#^zg9e>X75aRO&5
zDgJapo{}YsYa2RSE*q97)QVPv;+8ZaG^xkl%D)-8WEv$lCG3Z&OsKv7?@g`fQf>fC
zxPl(WpYCaVTQ)Q580*o$2a0|{m`W;w?o0u09Wbn=PZonmu?)6p&91i8H9lTdsrgyJ
zaHOymGuBOHACuY44-RV_GlpDZ<*fB(MbIttti|n#)O@)qs`yAnMNENV%C8gmwU(aL
zH&lY<Ig!gUP-IR&26l#+*t|H$i2{6hvBE+pw)%8q3$7Q&I=48Oum1A?SKV3vwbAsA
zx}`vAad(FR#T|-Uk>XO^DG=N#5K3`qpg@BccZcHc4#A7NyL*AY+xtD|dG7NkocuVO
z&rD`Fv%53%{azOolWV?$FRwn)TP}aOlJNb{_j7Sr4GQgrNAc#NmnuE`M5}XTuk`bR
zVP6Y0d$=}?J8aL^9sv+wdc~Vz<Ij}7_NKU^`nlrka{{k&J9m*LP)P(tiTR!dL$-JI
z*#|UT|Kir7=j<O@<?=p;VQuGb-o50r<P^fQr3r)5&)%tgS31ya(4ez)#^)%G-HW&8
zA_h??y$LO>-b%FO%Ulm_N1F<AsbkjAt^+$YzD8a+Iv%pK`i8H?^vy{!9tFOeqPrDH
zo~d}>JD@{sAJY*u3wPvK@@Xp-mea0*k{_OrMDNnf*3n)z$IBLsowKctOnfV`V*(#G
z&hW^3&8h)06D(%gvHUYf*}4v{>4*v7Gpg?+U7Jp9)Gs5{-Gi-y0w<;4-u$)g(&NN6
z9O!&d&yckJD1$Q^;x2X)$7G2~A&!jHgy}SBL%c^ZEJ#3{Dx->ok;hUrPjea`B}1(u
zmfkvn*XWe<ZjgdT;~aW8!~qwxe2(9fQIbV{;x5Ot2U&NPRoa_vwq{C1zT1JRr38j{
zyRWa4C;#i(rv(xv?P3i`6?m-WL27dy7Xzj>(6o&4#PjdBtrho#Y3GX=(a@bYhx)$Z
zcSQ_+Hk<1P59KI6$EFu3KOWazR*3YJ+AP8zt}G&oEB(#)Op_ux$Iem!DiAZZE2n;l
zco#zL2N(kq{QUumAGVL_c+tlyex=+DrfJm;{C6VeGyZ9B!L;Ji6gJ-mL9b)-Vic?L
zz(0t7<J|PHt`i;u(cfaU84?qntf|o@=!gmkBfPXcoVzi=mTszw@JTWRbJV3xX0p9V
z1f@Nu+|zo$=sR*gHDv%sV24N3Z%`DLjmtC-^5c3nb*Qd?xI|4KlDk12WKLmXeJ-y(
zl*8Og7ubF*DXVO_;W--0vNqAjgM^0DYP`kkAl~`91cPf5S-9aH>$ZA=f}7XdS2ooy
zDM-raJ1A>+s9n&Zv%6dJg3{>Uz?;rI%YQjzfkZMj`3N7|E|hH4PGmwQcdV@YraXej
zVN#)cyI;AKWMwxSvhi8i5N%LZe~^G%CD9T}-pkmBCcgbdB%=H-yKS!%Hqx3%7CaQy
zv?`-hE`zgXtZU>_(6j{Xpr(9^_xbU><~Ybn@It4MfrZb`-$BVRaALK3RcZ_v$*(+(
z*?%_J;ZDSx=Us=9=lK)m<UFt96av%2rmSr)BlCw}*ArK=Pz_-UY4<U$%)F6o>>T{4
zHxQzTnkYOC9Xb&x)%GGVm*ww1Fzt<TE2c(JiA!U|{c9N1V-2~J<0<?p&vv$*!Wff;
z@oK#LXT&x0Z@Pz$JU+&EwvnmwY(ApT_N~);MR+x8u|@mycCj&-uhM4KC5bvlKUF*D
zmpiNCevrA{)emV(!PUvC$9eff4sVirJf|x>v=<6mA-p)un(JBBQR8ARFFIMmP%`X!
zs^0#mXX^z%Wjx9DS^2Eq(z0`k6InaU0GMpxM%j}mBfdj;>2qgV0%1ErUBsBfH6C|Y
z@SC_3e0QyTHB?csN>EX&i@Fys{>j^kA(oUobe%aOGA2Sh5kxbF=c$D{T82GA1ttsf
zYc=kH^qKFxJZF`Gc?^r0eJtS{!kc0vT>beepRhGi%s0lbiSi+hbKd%7L3qC$I9rN8
zChw)DzXu_3y;^%W7Ed@6Bf+ck$<U4MO5c<0ZBN8r%uXU+Lq%p&r!*S$tG_;j9S{C0
zk{1BX+(y+$DM3KF0{7D_PBB|q*#kS{dp7H8_*UOYdOSCOEnLrj`Qk`hqFp(fd@wx~
z=bkM^8Bl^*iWJD&dhihUu1aZ>)FpAaGX~3Zljq>4;X~W?@zU0JGusyeD}AqcHE7k)
z5G9DXv1wzTJNjqF5F$#*pdsQab+?NX<Dp68zIcKA0zCp>+SH7e6aNqTXjFNt#^Geb
zd`(la$B~y6adSjV@xi&9=dVU#Th=Be%mtgYz_r_Rb>Zj)GTY7sMo3Vn{G<8d-r2}x
z{A7sbLEZ#=QO)jA>V#VyrSH?P-ZXA+&E<&--7o|64!b%0dGiHtKe|_xX;hW*Rd(Zq
z+)=_h!z1$N;{J4K16SWG=`$x#xmiMQe~ktx4jglhc6C3aBA>~GNBxK!?i1Bq@oJz)
zk4lmK1B?4IAR-f&Prvcm`)%oTy+EYDG|ZoU8A#X{_9VEl)@b5>${O}g5xHX`b9cW2
zB}YV3e+eY~ZB~robBSK8v>E!1TA|x?kNT3?zv5QD5hY%^+XI0OpUs|KeS%2t)9o6M
zv=g^Lsgm7-``ZXD+}gvP;7WIo)sWvdX+;iO#w95Y(S@C8%tCY1EYfB6_3q73w2{Ge
zp|cJXk2;cp5h#NNp~*}Q_AH*>RdYV&zVd5JK2EUaw)}(JNXsn5v)|Qnf$)9eHRyK_
zusp}it2dt(%@MtPsN_TN=@UCn9X#yV_NOExh2MkonW)8})CLU{Pa}oCd@Fp3kC<gf
z?Qdr(JVO}Os&P;jOt%nYq!>}B(ViK?khMe$m!)ApIT5A4cVLw8tz|B>Gey@PXVX0&
zSYz~wI}zwp6MpuL{9ImILQ~$C`$W)vJk2t+<3R6%n!v98%6uz6!saUqbG|^#(Y9e>
z%TFRB4o9yE{2;;iy)XhM0}R<JQmUl0y0j_3;$CW(8p+C9%2A&qo{!M@Z)AOA#T(^*
zqs14~7*$gkrE$um{sL;HBPS;+RU4d&AFN-Rc1)rDl&@{c?Ma2ei+XD5s(Zk1oa=R<
zT^iO7NV*4OmXVHYd)!Xz)b6<*X)tT9(;i$B7eM?*7xVU!{$xHue!>v`^{U)lJ8R&S
zD1dsvr0>Iz(^{DOG~eBWnQHr3k@`sTechJz`)k&70%nY>n#DxNpDf9-j_D6?46u#&
zcZ<A;h<<;J6)3z&?oGKZoJc^kP*B0Knn|RVR@d)<|KPW6v|k2Emu*K=?2Rq(#hh(n
zL{o6%tDL@(+X(p;^wB*hn?MZn>}Dq%ic>M0t@v&Qrw9z)deWvWfCJ+`aHklH=4*dj
zznrxwCHYryPe#5!XN4e(^PvsGG2ifJElu(>jXS4S{3q!m*6CGhvu@*wT0+G%lu%%A
zWcJHNi2gi|Qg1I-gaR_^wf`@W=A)2JQ|CHiad&&$8amTT0A=1zb`~Zm=~-Tg-pli+
z@hozI!NvMeUHu_j!7J@THv2t1a6qc0IDwq$^?()V751e2bMy)E>jFeo?ls`;Th(T+
zSO4?Te2p~c+WD%Ug048ssx+mjdQ14}&MK@;jJ+eTy+=dp<0pW7vZY|(>Or{!Xij{2
zPzeVj5N13sB^@Q1TpKn2w4aDJ`Ve^QKkQx8C9_Db(a>sCewNn_*cis1tLXhm;f6PE
zVTabyZc*`~SgE2MPfq51T<%-gsdU4B=8)P_lx0%pyvW5cw>>#D<u>fj)_4xk4E8Q3
zy^g%paVMD}gACD?ZoaRn%ib3<%4GEoY2o1x0ie%aHHFu$6g1k7L4^1D=oP{YBE!tz
z_oHXe2$MaUc)C~o>Pd`*(|x^sD?M5OI75)yzFNapVH+3ER}CR=LL-ELPGS4QaZ*(D
z{zX^i8$F-5whQ}GbqwPc=teUQrKvHquyD0L@<2CZ>$ao(zqb@l#22uRN~?$>z7BJG
z)UF2+Q@v|J22fxSHj>`s!}2{d7Zo1Kh2?nx(NbnrJbtB<&l*EIX7Pix*k=2hl$>+N
zK<*g$mzP;{Jn~yN3{``lR|BT<RqK#TP6C37-}zV#-n7kQVlYdE>2<^I5*vqJ9isC#
z_Q>-a%8^cndmvu7ObH+UUV)T_>^vTVZVTr#?gI<$5A~IT98HDoC_bLO<KrGAIFW)M
z(@tRVn*L0;Cv;TF8j#mH<KR<K6N$Fw;s`OZ<C+EjOBSY7bF;I1+SkO&_JY`xG3=yO
z#=mpF#CuxCzy=$8{nP3Jw0ic`6HGK|D$#|}`U|$9+!!$HrGI6Xr}lNx8;H3)(1N39
z=j+?eJEaY!9vVfE;QZptDYyS&5oWO9wBSRC`#!4DA#Rdn>m*$<%Gj}!;>xstj{$~+
zTg@ISq4Qv}m8EP0GKVK`4YP&Ur4<4CkI6;2^t2-J>qFE4o+Ipw9DFdV2csr8aw07L
zg98L0+6&tXwX!sQbebrKJc{Hz{O6hg_qLA8&Y*OQl81zPTJLJp_>P_gVjq<OnTMcD
zW?kb!ccC|G>~Lw-wdTs-X4<4|Z`k9x{d3V%xMgeC<V(44OM<cNi7rnGe880sgB7<o
zD}Fcnd)r<i{WZjmhWu}usBiAe*gO`62Uo<BD(ijOJO)s$Wpc=5qVW(Ees==uOm@w{
z&kL~0o4=Ow;Xa3+zVzZT*C&rGojkYGZU?sa_+fwJgT0z96xPtu5wppoyuA;O<aySV
zx5lXZhFU|Ee?Y=Cte-CajL;>mO@Cg3__B;!Xrgt@{xfDisbJlHB1)>S5D*{$4Uimu
zwmaJ0tTd`q`p`Mj{Y_?C?V;~ovWF(SSYS)4#|5f^S9a7;@yNPNYT8czDQsSPy%MRU
zpw6fI&~7Uu6was}KkRDLk|Iayz3crx%)oGs)&1C<nMjZ6`PaC&0NG&rQ-%U9{PT|m
zL(CtS7dNAzb4*N(0T6S5CMWTOojSDk?C!{?%;dwM$a4#?ii!g|jQ+1w%y>ewzz9rn
zeS539o0ibAZR;9KJ<KPK0^{WU2<3p)#-A?0tPxyu#LJ1<SxG2Uk_257JJ<B-z*xq$
zv%Mna)AKEa!0Qf)6bA>fUBi4(-;~O+uFuPJ_cU4d96O9lw(^hYHJ8@u4gN2`CQ=h@
z-UHmAs6$I!ZO{egH-C#u1+!tK?0bJ@`@-cIt@jLTz3F~WN!*!&<srs2x$8pi4m$wG
zWX8+Mh-eF#Au2E&Kkz$4LIc7)V+SY3Ho3=E#EeUr<KI2f=zhN@Agxba|2*?~$s-jb
zneGSO1vQx}RE?dX^8+ULCxw@OiNU(kB3%onNBSUfpT62${NqNEa8UnH8kau>7lz&r
z*868&Z(4<42KiD>Md-Vb#5AMouD@=lc-%7!2knGY>vZKCbLkxDmGH$_O=unK>N_^3
zak1_!`UqF3C&fB~Z*42LeAec!lIEt>b$H1*-9Osm_a(phl^c&0y$p%%!tf%>6};R_
zm540Yl?yZAWlXJ!d|@<B+V|p^dgG-7Y;qkix@RWW6$y$=ue1>>#rY*yiN5k`l}DiT
z-h-Gu4zJSWikQ7C35P-PM$p%seU4LIq?c-?VX^nhtc8~ux;ld8RXg<IOHXefwjCv5
z%n2$y14D<{QWYVlGZq!Lfq4h!TWMVlce6*xTXTF5_)*h4;_yiZTa62<%)!F>M-)Fp
zxZSl=El(C}$HCoBx*w2FGsQ)0jf@&oe7+=L%#HW{vnN}RqQ9a!E-J~iJki0)N=V*=
z|KX-AH`x9Fa#mJm>6EKQe#(UHD#ozA-e|yrt0WhM_F0|x>l^y-W$u-0_w9u2Nj#u9
zv;xX=y25-mZv#YU{SR=mbnmQix8y+{xX&zP3&#w_2DHLQYzGf(P;zYu#g|nGP|!+x
zRqIt?w{<=@v-c@3GKvrPERaWcfONw`)BVUg-G_wiK1>*u%r8Atda)Lvp?eceAJt@@
zdw0Ht+NG4*we^5T8%cia!96z0vGvZ<`O}&ubf(Twc>hFYNnPTezFY{rjix5)D2=_I
zmFBjw-D?P6l~3DP?sW0J-^(Y=WfLto{(KjlHLZo6vSH3mgVB0DZ)@;OM-?dDYKCt!
z%NjQ;OXC_CdSRdK{tn)y?8!;9UT@GCjPlS~F##T=1r`;j#Eds#_*dji1va7VFhn^Y
zmp(Ejed9m%g?UpA3VE?a<TaiLLhN;yC8f!0;?lKtCrE>pG|b6budTKuP}?T53$!kf
z=~z4To8_bXd^FHKmh<j_RhVQcZ@o}5`EcbNMTy2LRiuDwXJs#8cqpTZfz=-{s_nd9
zl9ku>cTBmF`yRzWrI!ZBC8fkEDjK}hA07v4!yJauj_b9EX?>ccMeE{x;<azni$A%i
z%rog`-8pfmaxXSgj&~2dRPX3i&Q>P7<EmhI99&(R-sc0JOD4c`$t5a+JDfhCJ?A#U
z^%2M((`Ts)G(Lda5ixC5#eGm+rI5W-+epd}6oE_(={iIpn+pc0eL9Q%PB#kY$D+X~
z3$siufO&;rC=ql^rG@xa*%p}p;M38a?4D#1O*rS`e;}cmK_1gvmMmTS;F-Mbq&sc{
zeQ|4j0>I>Z(!GuGw2kHT=Ple2^SpHBOK5#Mq%cKdMbQTEf(UBiNR9wh9GPKhqH%)4
zexP8n#QPdSk9J@<{%A#MOtc0!lS1w$f4Qc?7g+SyPJI^4koHM3O;Hd`$O;9|+ti|!
zyf(wwe#e#*fNEvyPJ|XgO_Ye{k+HZT=naJoS@`~Wdc0Yohc^P*Fe^SMBBKGVZ~}VM
zXfuKNe(PT!vU`=sSv7FUU&tD{U7LC1y-6o=leP6vxfF!P@bK)UHudwb2PIy}yN^*l
zcQyOk4N#?j*X*f@@hkm`NoIvUQ)#8m)MGJHR+pMw6BOU7(h1tixtiw3h$*HhW@A0;
zV4x=DcUWAt6D5n#7|>;oE~5N-vpXMVkUCM2lbI_VS3|85SoO<kmsd0*R&BeF(vO8K
zT6V|S+KJlIsVA5SRx;yPAj4PK;50DFPpF9cp81c3Z0+N(dKP#PmCkYLO1XVFi1(m|
z0G{Kli&nH-H!)T9MZse+Mg4nBMrNd!$^X6_Zl!IGZjFy9@FIb<ecrD$wLL7I^H%%T
zoZ_XDG&3H`2Vt(u%<I_kdQqWyhwmzW!I^M!GfR2ql)WP$5%XH`(btHVwNW+7We0Mo
z2P9GI><8UNXF{8Qe7Af5j0t}{x?D)QEH%pg<Y?2DI1_`rb9?~EmO=MnQ~QF@y~gMX
z^_(JgRo?!jN3?W#F)G&Qq(~XA<a!dIeVo56sAugzY$zy!Y#8)TJ&6aByHPaM1z+V8
z)uW2ugG>;Vyh@P6d;`{GEzF9+qM&^{4^H7KCpgC1%Ks>Z51|^*sTdwmQ8Xi?6cK$J
zQPvajOw_9peMYdla20JC4rY5{j)DvdBxk(&REWcka~{f0G*bUXHyJIaK$gXWgqc22
zYnS8kq`d9PCiKkXY$-c>PyxU`kcDi6)9H~X@1(zX<#7<B%BDC~YatU%`BlN<t9hGJ
zxUyd-<-~nwALr9cisV-WCa35bysh+S7KOE;j}t-PbK;Ef^u`yr$1Nzj|HypJeT?}M
zcc}PXic83KxI7#|$&!ZCTd$<8`S7qkwUTbwN@x-78*6?o=E@nwAyhj|6dgA^A2AV6
zR3(0K)P1)<UF8{55LN_&@E`C++)rs(GFZqzx~0OD>^;1T7e|aMoj(F=gqm*T^2rBR
z09VNQp|2MUO%Yj0^;n(+^|u)uI#Y{Yo|ItIiJ3Q$-Mc+J+WJUgQ`%4ZvJcp9*XXaE
z_4s+QjMYE<9HEwdVyFEpyO#sC3!HND3o{-S#%E>EG+G-r9~A;oyZb}MM+<U-Z(Uzq
zScr+5z*amj=P}#z57Dfi1rJ5IrxJ7)e+pT{2qm&bCd@_KA&I6}wSS-GcRs)%@=<Fx
z!{200)8zE`<)q3h;`In8C4k-)O82^8Xzn@_jV?KskVaJ7x`GPS?<AEmS)()^{Z1C&
z1bI~}CYE<+<4Rz9_t%zS`lanhG=G?j8nF<#M1I46z~tqih`8L7fu<%(Kdka)7wmXT
zMjpRrXC5!Nvv_&TN+dlI7cLt#9!#%3hTmd|@|23A)ygz&mK^d#2{@N}l5sDRZkljt
zw8iXH4wBTF3Hef~Ug^^)5yi)b?U&MUqzP)w!31ud(Jl~kqF_B4H@mnIyGAx{DaZ!d
z(=XtwhhD*tjHOY}x+O>Erlx22zTC88yG}BqC~lr;x(lH`KCP7&#Gt5n<Glz6ZOgBu
zYO0?X`K)OOUQ}CP(&sw}g2B9zsn2;%5V>OBcee}Y6z8R*+kflDI?d%Ot_rAd$TFmi
z^ej$)5$Ry^Yfa4s6T<k*8mAdtNmjn)3i8Xw{2t9QO0qv2<Wo)z?_kz0J5~Eb#;i|6
zkLy|B)LdZODr~{tkAjagGDj<s@IW}%5YD;C0jkCclCQ#Qs9l>rW21cMh<Rgit%=nd
z(anrED$`@UfcKW|_n$@rjg3R5C`sKtY7`8fz{xfw%d*n>JBGT*m)(+Sg2c9wDlKV&
z4Hz5M8YL;@(MORBYOUK`lLu20uD|`Iahse*KFcO+&T!>#ihKN2;-@PsUE9!-<uvU&
zmLSw8<uPRM!wTE4B>l9ano*zfOnrn&i^BH&VBDhOai3zkUxcAFx79fkCGOl>6`4^I
zUAOA+?JYG$0fL!Mr>(mq3IsXV3-BPMUmeV^eE$He#9H`OxCqx0GV<Yxd%UpwB^72+
z8r>ZHTS6}%S<s-678ZMBWfTW%mv7@MXxRXS*NSH?fF3zRqpH+S4~%U5V|n{PF#_r!
zq@H0Xg5W1iE(C(@Y*WAH2fa3YZN|=Xa5gEP^~yAWQ^mc_D&3cliFATfz(xH{B?UC~
zX0PdhkXnrLIEUH#cO_Ade&Pxwj#p9&jwK80xGwgYwRy!m#8REP!_s(>Xju4sAOcRr
z7p~9l_UV#AGcuc0DF3T(2$P|S`9c6L*!$Y1SU&}sTBxC-!P|-98{5tlvegFS%-@>~
zNo?6?Qi`CE@F<^E`aH}fRzb7BT8hFr>BU9Q6<_pXU&7&4O>vwwvNM_p0fXV7)0wfp
zzHc(S9hT-@wBR$O%^>XfLz54sxi5?EtAA&YWwMQz>W*U#y+!9a@n9K81aq}07r+#i
z?0atR%m~YGkKgKI5r!^6Vtmf*=o#7akJl{gU-NVAQ@KQ+(+jci(8j+yVCJ!Y!qpe@
z46Td#LX#w^&)EZlO)$Tv80Iz}_B1!Prx2PWD;6OKW_&MOie1^=#q!(Q+O^bFG`3Mn
zXa(`OSXZ~<KkT`0;WOXF(qMQ(nYo%7q2m&|tM;kT`Tb^Cwl)f7m>W|)XyEzN`CEBH
zw&va4BOy|hZJdNYf5sO*rXv(f>(SUfs!QXlfR2ZW)J#9gj%qyU&B-P%XDe=tNZk;8
ziLVXvXpu++XhEGj$kdnb?ng*#-LBKCmR-A&*gfbEz=QQ5Qe}tLs$>{Fqu~V<>N{;*
zZG88Yb8x7~zF@_^%gxR~2l2YDtCM;-X~pl)qs4ji5kkR%w%bq*TFgPbkA)#9LL8)7
zI>t--MMTojJ}7XY(4gLSR7DY<w6UIO6)y2P#gp-S8%(t`jD8yQO1xP)K%OBlPweS7
zn|iBr;*=<iY8ZSiMC>;5?o8L>8byyTXbZxZgX@UGpK=&{el<$jUCSINjhp(z!c_`Y
zlviw~Hfd$w^RBgf_frf0g$GTU8iWNV`URQJ-J**gv&3iC2|wRM#yvL1Uqjz4qszy>
z6sG?2njqqQo84-fqUyzxRqlF^1+{cbtiaP0Qdv#k9LHFYgi7kgbBg)u`ifkJ*mSSb
zbY>?J=`!Y1tOXVc#5p}#g=~xbG?C=W0J9b0FAq*`1Sl!2c?oXgc^m`d>7=+y03o5O
zCdsjN1jZ;5+Vh=5&fV6Cp|(t3vIb6TG!nV#ILiNHkqjr44oyFQ-tWA(CfNynyj$m6
z@pg@<$eet@;0I_U{XLKb?%BMC0OUxO^dDk<O;Wa0URDUYsTD^r@ew#3ub6%ACF&3O
z9GGIf1`=d)J67=qrly;Aq_SzUf+#GJxQI7P<&D@BSR8*t(teb4l(H_rhvE`hh^?8M
zj;p*jib`RDW@G;4vtrFU=1RzmF@Y%xhmP$uYMD6xd}Z6KLz~7kiaMAn&!?WPQ$H@a
z3mbXiP=0qMqAds8_nW&S8-Qsdz#M=}x1pxXdd*Vd#D2w3ACC2|d*x?h!<Sm`k?&Bi
zTDYw*mxXr#5>MH+il732u+^JAMk)VxyeuNm{8Q5+WtZI{tMTde?@}K}jZeH*x#`>1
z14kIdm$Z^W3sbO<hMl!uLn7M!u2300P5~zFYp;2{CG~j@GpxMBw4b1xK|daqBUJP`
zD@2>sZA(5G%zH>z@ZrfD>9R*6qcaMQcmXN_1dyd^j04}6GPKWJ;Bc;EG+&VN09a_$
zBF}9Y>nfLREqSH=p)gz4Z4{Eb(;&G(P(PTxHpU9mA;*+jZ}XnH7seb(;C_7(ILUS~
z0NKD;HCSaP4+=V=m=k(AEkYJ1rv9)PI;5jqeI>#9^vbB$h=DXlZhizNwOaAb{@B1?
zc3dvPM)Lr#<)EQXOQz%i2*FEc2`!!vGZK7L#;=;D6YRFYc8A~tL?a+j4z4o&WGJ*t
zw42w|=gE`Nc<J}&FKh!`rU-{EnkcTLw0Q~a5yLKqEXN^^W^1GJKc)%#?}ML9aoLLA
z&xcvnD^I9H?9ZGjzc~yPsiji8YEi_V`=;roTRpqW3c(^@hiKWGokL_!Diwuq7F{P|
zIYO=yFJ>D<MLuXwGKgk{QS#(XC8lbnWXPI~7B={*km?hdIxN3n!t#st`VkrfPKV1U
zH--m@v>oIyd!Tu}%W0Y{1!Fx8cNekq$q&jG3l%zt88CFXUy)uc(aH2_o7T8o0f3QW
z=nyDUUajSJ@(IeKI6+VO_KK*5ywT2(EEz&6|EG7~FoI`U@VSCjlFF)hr+d4Hp2g(}
zneXZmOY&Yr!j8De$7SX^!K;~}!Yi-+VaL5|QRbu%5GAQfN??!+oEFBI2~LGoMTy=Q
zc;mEN9b!X(X9@Np#>VqPxQ8Y#5Od4!9pxZfV?%JMslaT%`ZeN;;%4F=Gv;6-t$+2-
z#P;r?fEG-l*lHjMb(OqS8#X=52NBLC$vw*o^DSoFw+S+h69txp_w=t4;%p;-wYnml
ztCEE{?JNgjoeSo@PDIp5;`P9A1J_+R#OBkX3Z}E`;-2I$o=+LG=TGkxa<~0jxVXJd
z#!89_ofRC}W2ex+aas+8IZL5<%n!;@Pn@S(adE|P4KD}=ll?5q&0x&AYACPjgN!w7
zCQBgwbn2lfTYl1gq4#$&X6c>1!(u(BbHNZE$AGBJm=}Oqfbg~87NF!Pd>pS#+@h>~
z6H->D(4ZlE+-I;E^b@@gW(AmTP87MZ73QM)_)hJsdTWO9Izc9qv-@<mMw+Fg{!yzB
zQbV7^$FG1eFsH?Gk;l(fBsw=0D_J()phpvdHMLaP#Q_cV3o86ZW&Nbl278wM@tXIq
z`0^(xTMh<!ZYh}sg-6#{>I4y9+l4=mrR3TWU+yef_ulD|YNLXnaMv35(+-zTld?@<
zcD$ElaY@^6V^LIZ&Vfi8hJqY*D{-3Xgn!^2%aD9qi(J6&;bkr~%y-@%2}byIxz2M@
ze+X4fQ_mTEI-yyLeaDv4)YpvyAwy?E660cz)>YRv_Kv{!H9|qK+kco65V^HbckA5{
z?Q*5o!M(zBTi@$i!D8_WkuVPn0{BX2AVutGsze$y%3*b+^K1c7inoi3%@Ip1E-!sl
z;<BIC6Q!;a0%<GevX-6me*NOjOqpTRn*)8LmszhU*~*G<U)lCuUtRLXf#6a*KHrO-
z?naih!yCH2sbRBC!v%%)o5x1kfzWsD3vt<-Y~ER%4dNL{fIG5A{LJRc6nAsm3hwgc
zd|maH<8y_3t`^rt*tQaWM)`E3Iq#pS_8DV8R&{^-D7jLu<e6u`v_FKUgtt<vmyoZ|
zZXE50I$e?hg3A}!K;|peEujd{1+o<31~)VzT;Ur7CzElM=4V2YlSBg{#1TjT)hf{X
zQ0uq@_PEABj?;typ!W&qbZo8^7>3{cVutH^69l^we`!g!4}oaZ?Ygz}G)w6JQFQ+A
zc>;Jt?MT$8z)vD4xNOcy>e2kic{&>k)bslk+Vo#_FBMjS_^KcCyfo~;BH+IwPD7NS
z{u<QQdcl8c{XfS@fS~Il38s1A_<z1#feOTHd2|r+|Hrfp98(Ph8scS?`SG8x0o8c?
z<y^7du5bUl&;|>DydvjX<NnM3+0F*EGmm7v`1g$crzLdYO8m;ev;S`i71nGp&`#4T
z^vD0xAqfB(KoXm!^nd-Zf4k5Gv|~#Mad!Q8AurHLtw8naSO03pgb--wD1hDJUqWW_
z4CKE-X{ulO{_|^qY7YOR2@Fqr;Qub1qQaulMpqaI9I5}U^#7NW+1~a%=J_J3aNOMF
PGvFgHqbyw}X%g^1E(~cV
literal 0
HcmV?d00001
new file mode 100644