From 91fa606ad6cfa6b04a162c05d423ad5bc686ddf1 Mon Sep 17 00:00:00 2001
From: "W. Spencer Smith" <smiths@mcmaster.ca>
Date: Wed, 14 Mar 2018 10:01:26 -0400
Subject: [PATCH] Minor corrections to L25 (English To Math) slides

---
 Lectures/L25_EnglishToMath/EnglishToMath.pdf | Bin 387306 -> 387741 bytes
 Lectures/L25_EnglishToMath/EnglishToMath.tex |  11 ++++++-----
 2 files changed, 6 insertions(+), 5 deletions(-)

diff --git a/Lectures/L25_EnglishToMath/EnglishToMath.pdf b/Lectures/L25_EnglishToMath/EnglishToMath.pdf
index 75c27728b9e8e76d3524bdffcba8833fb7f01460..8532c1c17590a9b239fb7b8f76a3472a77fbff69 100644
GIT binary patch
delta 42939
zcmagkV{GM*-uL_3wrx#0wQbwB%~jjBttqCSPHo$^HMLIXzxTfGeVubBCo4_bqz{@j
zef9nM{?_RXX3hd;Jb7AoFen|M$8L=guJef2BRN0|oq8lOZX*)`f4dI{k=KSBtTqu#
z;(XGP`_GlQCPQ-xZgZc1Z=Gb)?wofqJ-D{QwOxT6U4v+|K4+l-CRt~*KrEROu(1Ec
zZeLWPdLs(`IHEL0D1COQou9g@M>^qVS)o1&`;Urnq74S**Bcy7NwZ<VQnDn2_||;X
z9qk`~DrsxzQ+SPUIY;%Dq$zg_TRoKZT4rqw+4)hh&KMg)zjP-GtSXWoH8ou~VuYuD
zNUig-8n3xivprN;EZ7f5Cv7pu7~yvko9LfDZhNw9@`;ni)LYJtU1L4GzZ1KV3h(`l
zox^Z4YUWVxu<c-iW5Emo@G-nf(<T~GLf1q@IvbN|4labaQ1m3q#*f)`*vEB<bWKX3
zH6~l}Ue4-K8XNrCJ@T`f@SXn!%|d0F`dvbd*lyT2H3_xAngag37U6<00J>*nmO5L*
zIuRzJ!?2h(3d|=(k$Q2W&(G=(RalGkMYf^3<U$B*)y_MWL{+&45Le;57#XMgiWO>{
zRe(i0Imdruth>os+B0!yTBumVlFH25QH)X+7rN_@_39}`**cbq82_Y6lJ7c83o`Lp
z@O>KZNg`rz&-%M^xQE`jX=Q|T)Y1I&eNT_+RN2HQzx{8}Oc+E^7*jhFXBQ_^L)*Wf
z*&A8GFtHLb64?jIfP~3_0Dpaew8(&fjsgQSrzv8B(f|gOWUbc(kUC%0#~s0M%*-E@
zJ4<4eq4pKDr-g?Fm#sAoMpWF6x2CGq$?H)a@{<XE-aSnCb(WRo1A}i-o>r5n@4rN0
zgRdsQt%7(aN+5(nosGn~XMJd=SQz5bX=34UlpPXYH~|k52md+=&iIT<L)o7?g4Hj(
zliv8Tun%}akQVp`T@zphFQ{eeFB3l;V+9_!Tfk>yq)xbc@H^dVzVK2V8jI;Ht2xfm
z;<ePH^732f!H?u|8aV`^QG~#q&?SNX&miHS=NjT+4jr#VLYl>(BAQy#lEtDYwm`i~
zsjH?b3ls>BowUPI#Cr97PKDfxlOozOiqYxX*fxN(-=4Kud*e|XT#YyLxPGH(F|204
z7`%ti9!`c$1D?-^^YsVM56hDBmD*!-W3Jb~B~HHV`%@=r#>vB|t#7MK>OwsE>MRB{
z=N9FBw>7*O94!hN*Vgp9N(>V7viA^)(ww>=(u`v>nrRAymu8Ym&=_ZyWM@C5>9dbY
z@JgpUiS}!LCq^KxV)Vf-m`D+BwtdXvsfa}CXV^;~<HvlqzTh*(S-S<f5_yelnFR-}
zApzlFP79#=`qfF><FX_DK2pDK1!-X2LIf2}=yzKMVo=Z)K!{bWE@^72{pnP!YIMKk
z{uKW!(LyuP@Xu_JTid<^N8j_|o&wkgaUfq8skJ?fJ<QeBv@nu794-U$9Gr6Lbg@Xw
z)yI1JpS(_{6e>QlBnzjo#SR9g#$>@8Lz(oSv(7gdsmuU0KQ6kbKb|+U$3vGLMJ!gx
z3+al~3Xd4rbP)nFSTctBYvSrFrYzK%w|0K(Bj9W+lJ`ZYX*t=-x#+H2Y$6YqI)J>C
zq)FGuF=>p>(Y!f^?J$xsqDU|}i&(6na-d`{(rYu3nGp`);_XVIWFuN~=US=ACf0Dp
zD0=lC^=p9fs*G7D#JUj;?YgwNtRo9ukbRi8Bo-Wj6{$>WFa)lArKR$Md!rQ>)ZvDU
zlSis-SjM^e5Zf46v<zXd!jBiR@?-EauYsT0zh`l+$jqehPvf%WRMzjd&dit}+#bw3
znX&ZdnSdIHtTfOkD@J%+Vj|5HdW%kFgU&CiFWCSKt$sDqQlO+WLArq_k&WB4&%Jqu
zjGZq>P1gl=aE)&UXWO#XP>VTy7)4>O0#_z0GuSK=MpaEtqtt!TOv%at5z|bWl1+@r
zK19nX((f{n0eVi6At{ENng?yccW}LDI3&2Cx?syn!y=i_M6U^>kgvxwb<Ij+Opt_<
zGD!fUhW6T?%<GVTc9M~L?Ou~Pl;f(0V^G+^7V3K`L(+32C-$1n^k%R2`J)Mj-Xq~1
zW>*lXhbRBiIq;4G;DB*k*dZm6hj&FdbJJ10QcT$Q3zy`(WI+|d<(0}lXx-_3`PYUb
zYj1~lzWh<PArORdylK&5nZi?Y-zh_Sif+J?;7qVW@E<T6(P7bZV5l?`E(H8sHh?Y@
z=&ega$+!Un(M@;{2!hh^>;V)p7%D}RExR}A&mwkMUQZno`<k6QU(-9Zp+%x9BINT2
zA05!{K>}OQlmQ&I7!8Rd5-Qf!%iO4|B<wJBJQNf8pi@UUyH#d{gRFSk)Fx6%cpCtC
zd?q@ha5HH}%Wm3_0Vir<a=bgFsBBOASKu8+0S%3rYg-RS1?#b;nLGQvcqBgQ7beQX
zT6-Q?!Xk3njzOY*w23!KUAVA2q61o#J(|QdPZV}3BMqaa{BN9fnPPVL(7JMCUbIlf
zW5jLTJbAJ{lLgGEPy&4i9~L_z-C}?!e~g#Xp9S=0KD5?Uuwg(O2&gp8efvM=<*f93
zeop4Ah=7?HQLB{91K}={<I=@4HP8s6=}NpIlc~{%f~tLs*yU@284CX9I-QK*AB!x1
z$#?_zDOtJrrn%6#8@IG4o$y-BRWGQOW!7}<mABcw_<&aiomRe)v`ZuT!$BBeroA`3
zR_%wM{Xu@hsxt3(L=$GWsEc4t7?st{kt87?%W;<_ffWSq47a0&e#Tf(mu%I95On*~
zCt6e()gqo@EdSxTXWI&N1l%LlOI^t0C5~*g7rM6X2z<zq`=*z#|E?>wWxC;2pS}Mb
ze_xaP`!~LpS|3gU3G8V^cm7=f_3LS7K3}viupxrV`<!$vQW}o*;UWBt>6uV#&xgZ%
zQVmK#^RT`^C&@OndVl&8D%?{lNe7<l1kj{IZQCe=yfEeKwcszr3Hh{3dKL)t_h)KE
zLj9`to3=v}Xf{SSyaAJA-kPh>oi5m?W4Gvg^6x*VqRI}+d3R}ig>}85gfHJ=%~kXZ
z(t_wgsX;iH{!uY)QVA3efaM1O!wPMdY)2pVCx>{6hX^vFt!LJjvu%rcT)L7NZ7^x9
zHEvlRBcM~<zwvN?+lUiK{o@bi^%-gNi~8%uFN`Rt!(`JcBEuq+A=HSs(e>hNJqvgk
zR4IHR&JbyY{JG+ao>c-@NjMlRnUh<UXGkr)Q`Q%FHdS>M^ZNqO#nqONp%{am0&;(q
z(31$&AKZfm@gnS!q@&(gJxZ8b)~TY9l#Q+*X}BrPc_68VpesyvReEqF%6GQ$!0$6v
zSoFqu1?orT1XU=}?SB}~w2baQYXGt-L&cRP=8vYM8m?qhVlt^JS)U5QWL1Aa^918J
zUbSMR5TGqXp5YBRDIUEX^t`@spoI?V5w;B;Nt`y=(`5P)d26URF5dI2Ll0)^*C|ty
z&qbS=UTDIzG8PV69u#`e_B>J6(H&`LftXS0e8ETSiO2%eXJ@sUvi*?*({Rv^rlx)O
zZW|V6hO<>OoNiJz&cQVm#2t}$7Zs!`6MdYkq@@9wSDiF~QP&Yer(Nfn1)&u46AzXU
zW{hzRu^C~rKhj|1+4;NYD%c;r)EphgAhKpH+OllsaV%kK^mHiQD>D^(88AYq=6)sq
zB%}PaWFte<bazD$h8>=O3s?ArXkj$qW;Esm3csXxi5>RWeWCw&m_s30-0_#glzvJQ
zz(|F5FWDX5an+wM4@)1J{_)VtiNE%*hpWeTX68G0)Xo`PpkUrU0&^#U78U|T&W1Z0
zk(s_-CVQd;EMX@LLI7_3XJ#`b)w+x7GY1h&)@LpT?{+s<AEk+U{~{)EJY;IbetG!Q
zxT0#99e8R;j|xMTJ!t<0q<vO^iwDJ9QzOy-Ce2-XkB$H{au7IPY`o{he;kBFotG%C
z`EU_7>(Z!U1812{#pj#iE>OYK4yq0WtLxZnt-sNBTnDF!Vyo6NCdv)UpSI`#ApDLs
z!%=hKh{wcHk+TNsr{7a(hF+<!?p&J}pz<HD_Q$>*x^N>ECI_Ga)oD}Tot-yzkIh=c
zGGnN*`d}KtsqEZx?0(qd%#I$d)=gHIoMkce4iytSEMbL=7f0~-HQsn&7yHy0>C`xN
zMUzNN!bzXQMup->c}}$FV%&P_T?R+EXi_{vUbCMBIhU`1foM3c^vvmfX(*5{Dgf(C
ztfd!<V#~D04e%7z<RCb<OIN7Jr2q_&RQTG?apf3slQ5#jC?G3?`WWK=*1&ftrv36z
z^2@_^jJ}yFTpG{lnqH=z7zCU-;AtkK3k1|H0}086P<~xre84XP{bC-mg$R1BweM9S
zOG6$&+B=*v%FK$dlmoKK{yUfBZkMF?cOSM6FKOj~IR)#r&NISx-2~3+&WTHqy>Tm$
zN}&UVg<vKvrXef_9oG;Fv{WTmT2?BZyQB6$<sk60r2<xYjBpIR@jCwI6_4b>_g$1t
zblEqV-g*vrk9~0!pG|LY^sk>4!s~>hxlLz>3$Kf&jNnkzpf5XW5<I3`>nN<j^@v2{
z0hL_<uMy~7CF7CxUrg<Gy67#-gbbk#swC4G&#>j{U_3jw8k8S!pubBbYAHq80$H-H
zYZK4zrbjk^A^#A*+i3D03+~Ybcuw{W4HZ`V)N*PH!AIvT8ZrOLO+(zf{sH0h$9wQa
z2!Azg#f#HQzBN*x@B3!F_b13Jo(ao810b!Q8I%l|Bh8-*l=dqV*Es&kL@H49zDH7l
zdW)>$4)BI<3J5QWAffsc4bA_!7@v&3VursUS(nDEQ8>KgVD>aIQ~=#B3g*j0g!@k>
z+W)Uiq!VX{1lY>HOl_u1sqlYgqFdDWj!EOMOuX+)XSA$2dSjzA1yH@YXk6diy;aOS
zz6bRw|2q>uA^s;5`9;!3MA^nF-`qUsrNP-o9B(?Y4m*>Tb4?DW*+gy)wfwaA8#h%y
z=aeyc$MTZ+{yP(OfvMmrwkLuM_bkCAdQ?NG2GpbubyCo*Es=^av}*%@Yy*aVWzs{S
zw+^Tzwx!8co_l3OZauUlGGeVSiKWv)!+$5hysM<L#~koM8}GO*xgM_~U>S+awLUb(
z%Ge4k5WERdV1kl^Z}8*;l(NrDj3=)y5who$a~%Sb7i>;1@E9OG8F^^W;5B&A_DG!N
zCQ=Km6IF}w2nGxYOzbfZ@&PoZ2hO@mI9L&v7br67+2CoDY9G--Cj<ObA&4QS=?C80
zkoHERb(j0ZS?l&7?MbF#W#dE<HH)LvWpFHm3R2({LQ5Uks<5a%kb(5|^HarG$K)j%
z8rX+97`f6M@&?{t|2y`OME&VQWQrrUO!$?aCir;Jt83<+#(Tt-$^eo`n)*uyvQJXG
zunGIa^oEI^2!B+){se%}Wu<$S)FHdEwGpb@%V_i3{_$*Vy!Om%lgR-N<mJmhaS>!?
zC5msWbD$HQ_`TJ5LlT$K_s6QBD<{?mn<boP*{%8V9~X^vxY{3Vo{BS#fyIqsI7pN(
zBl2+O^TajLdvTQj2-iw|<%6g|Rm8)V$Ja7XYpa3r-c{qq5YE6OB5)WE972a|q`^os
z>GRDScrps43C%Ba@ELaXUh`<<654K0Jo>ODyUREx=w$vI_(L%<TakMVjGEPk3pk)R
zcwix7YnPl)6q%M9Jv#z^Gx<(hphR}qVGXjwY-6h(vhcwGkl}HdbYgwG7F=wa0wDhl
zsSN$2gYEg6^%u4}&ANqaT@4n6t|8?IY8a1Qq9<RR+4-Z(y2<%}>&S_uV~oa}L-Ctp
zcyP}&{<bO3v1w|8IZ}n3iEakn41NvcE^~l)V*l>fIyCo5gPNOsc-}1Xkpd_T7~{b$
z+w}+_!oLOyIPd2gh<Bm1_V|+=g)#;LS$oz<`7(U*k9rMjec7hTzU5r#aS>9L{&^tb
zmCyn;aT?7uqR3jZ4>*)Fj6TC3xVP<5|6}7e^X?2jg<tPTVkJCa@xJ<b@BXRbn4wb6
z2Kl5}lU`(N0CX8<O7RVesM32?2OvgGXm@6F#CQ83>5QK3hwF+{>AlvrTe!xS-?#dD
z&gC#$U0O~vPopYJU4-5ey%VXv6f9&&z2GGaRpRuafXS^&B(<7sa={YQ!v>oOdrjxc
zUDT0G8AGRn{?|sjr`^AyxHLWcZcn!Rk$GFK%Ra^5T$@MzPbfYD6n3d!ZzJ=GqkTdC
zhGL(z+`mFGW=8bPseRzX0X?N=Ht=sKhLCMTFD-E0m}6bji#jn;S0ZQM>Nuz9WCzPV
zT;_P7W)d>2Yg52g1~j4)@bO`q9ym{opja84mt!OqJQn}L5BpTyF4|&Q)Q8XaP32_}
zzaUn>IfI!T#C5vTKh^epPg`aG3PtvR&F8<N2mzSV?-9o?|NqOy$gf;9r#$|5E)Ko^
z%|(|us22y3#Z9!YmwtX2Q7zVY9g<S)QkeqH*vr_z>v`^fSd9Bx&;MbuV$S&)Czbi1
z@%#qxd@h=Ce=pi|{tt@?|Hb0ci0WS!{XA#?vS@kJ^xrJ{Y58e>u_*hw7e~i6oY(lj
zSo~Vg5UAH?LNh0<ApiIEY^*nd5d;JHTF)cv(v+%h+>=4}uYcF`rS-qpbCjoQ@?(?{
zAI#y#gObOgYFx&?_7vM4bM!c2-*o<yOgR=<8N>=t9^o-O8wyLw!~KvfW##7G)|l1z
zdp88kAResT6jvY&`GMBqY~@DN<4ltUsxWb;bjXzsQO@#6OV4s?DZtly?)>+99vIDY
zWbAx8Qg~9(2-W=E;(AS?26i@?+c2`nmG9ng{*;YPR==Rdd5~;4h$U6gEpp72srbLv
zv(i87*>mS>J%jyS&)8xAUe8Zo>$w;5^-1UdU5kLPTr?*ciTLkYbpOBBBGZ4>;>NVU
zz+rQUF}2mhdu9x#=Qv)e`rq}uKbHP?J!>xQgfm#&9{H}!GzIM>S;d0m#ZYgDOSDn?
zSt$T;OjVaR<DLA|aKzYh0YDn?f^x!P=DqsdutJwL%yHP`;AE&w8r?fk8B5VfLX3t=
zYi`brf-xeir}9fCZfjNMvOUp1O~a<{Ce>(SYXsE<L6$FGTQQzueAglVS1x)Z{Eqln
zE`C}laMl1LwL}ZAP?!ugxc#gMr~zVb1o=A4rbYejMKmC!n&f9!Jp#Gcp3y+nP<!E&
z04ZGpvCA%5;nQayyv3Ck7vDM2r*u}bE1aVEPS%?vpYH_Uf|7rjM^~9&rYioSjxdbS
zEtq4pVEU1<qAbogHCCgL$bfoqN%YAu;DF$oBLKw9pbzSt4Fwefm0rZ3)BAHE+TIkv
zXu3mGxYi>!;8ypJ9u@YWs&a-GJ)mkpfm1+I3XwkYef%evl%#qfReRzSse}uCsIVS;
z@ja4uh;c72K5Ho`kVStZw~S9%6uGMPhs(Xo+l`kG=N}|h%I{DvbJZB9guA%QtGP)W
z&!|n_R=VO91a>Dj)_9(;!EMlTpD3;XoJy|_=MqtNYyPk%_Z8di8ckVa)pEtkOgAyw
z5A42$+FJ0CUZqMqdMI+I4;4&KRU+lpWTT75=$?C+zZTw)nfsE$-iIFM>f)vS=J0+0
zalrQT`~woz5uoL%_aiHfPz!SoO`sI+I1HEOrr6I{cp7PtFOU(E`SXyRG8`ZsL+*Sx
zcwFgfyTL)Yok*iy0%ePj2x3JEEZ;i3IM3J@53EF{o>Yh<Skuj>KC+;BY+}C^$zJgM
zG1_U`n_t?>vA46Qtf<C^n?qLsF(_xngzYso`s(-;2F~}wYy4gUyo$MU=QK~?jNS!R
z(@D(z2`<y)7x$ktaT*veC{daK@K+`-q{_z4@gNOdy;A$g6xS^MhzRNjKE6ElBqLi^
z6AC|wx80a0`9>~DJyvF(?bx!R1cpZ3U*O2|9LIY%=Ak48(>r{R&5gwwjW-x)U?@Tn
zh*J?E0e(P2Ttgn!xU|Lb-jv`Z+baqyyBdg>X&38B9vU3Qbo^)7>5h^F9Si`VwrkDW
zd^<k5J6Rb(pMsLF*w#uo3B;<*AQ8eI-RW_W+Z0XuJ>jjr&L1HjnPstlST9j1%af=h
zW}Jp;tLJ*;S6NtpVOG--C7xebo?h+n-MJ;YO7qR{g&&L$CEIL$8{u<7H*bk$tw6l7
zd*H=XV|UfJfo)Z<X+n3rh?xN3xa=>UqJJfh<OjQRfF_lSs{b>a$|GK?mj$$6iMa~M
zU|^(`Q>jCOofwaKLCd2(b513zC&xCa%kFMrcEU+Q5~OUg)+nKOdZm5JducuwMkBRZ
zr@%ya%JwW`!Z9{mKxyTdn`?ktK9+*BXo{3WOTMhYnyaTF^419v3Kc$pS{?%UQicZZ
zV)SSOZp1h|=SQ}SI;U`~oi^>!+P?1l4)LC#5&vUNjZkjmuf~9UeehQBu0!CsVyzIZ
zE1f2qjolBX)VyA2M{>9sR_VEZ^I>pwA-L-dDd8MK-G^N%=w9pzjX_9xxt-$}4%G~?
zuGQC`7bktQa>=(fEHrrlFEwhtzDEw^O)OZEjPtU3cey;A#=BAXn?CIFLKLdi-tx={
znXHD}=?Jj>08_(B3nkHzWlUMc>O<<JZ@sgML6YUAly*qa&&x$m%}q#CWlcZ>j7r*N
z(2{mBn0{lYKLU;n(a6GYilSAX_+O?%kTXT&+q@J;w256S=_uU*GPzRNO)VoLdt=f<
zGklzC+SCGo&DVEsx+V$MS?UtvO!@eCRRrbhK1$F3;Z(Sq_8DVcv-kWFstPHb<1UW-
zv<>g~=7I0$Zu0SMSm4__K_ciI*FEEW_r->{*x@x0Nj@`+3Cl1Ii7U(};Fq!_g|`Z1
zromQ@g6Nz|Ps*8+Ld9OHP^Ok>(x@knPAPK)MVbZLRBnayFJGpcqF6AW9eq8i>|c(q
z_G|eeQ<Oa3C?+^HX|9Uxb`eRIHVx%HuW8SA+&v5?x60@Klj^f!CXOv(0-(4kAWSTO
z4^wP_ez>b*E;K>sH7+7VX`VmCXAlFasIJY)l1`0pulRZ<(veDQpqZ`$gf<cTJ8eEZ
z?2-B0BGYk@#gE0;#n*4JW>CA4hJEBlnTDfiG|H^}PX{ZdpXU)3B0KWT5u@DmdF?o>
zC2%l+!6(_AjH(|6)WRQSo!t}HR%@pt``gEWz`<~<@p3c^W^o8<5+qazWsUUlX;~ND
zA7++%>P1XtJYM6c-meseFMRjPsts`VEt;BJQ;EpRGjqp#`$x8`_cp+$XoYA)Uw;g6
zG4;rBG1z_4R6iyx6VzAe=mm)+B+rG#=R}oM{V0whlg7vZx6Z0{KyibCV-~w;kdbtN
zAE!=iHBrbciYG^Q;>J(%XWf%H(4qcb#x!+Ef>BmM5u_lz7Aj#gP*^-#sUhZ?%Mtn4
zvxu{`Mt=KkK631dya{1Tr;FXzKzhQY>x!~o3w#{FnmKMrS`^)g9}Sib*RUsBh<YiN
zqme$g68QPhT(V-Jq6d}0Hk;GWt^&US!{(Z{*l_vtjGCqQ1(fo)8F}q>4N0QtSeT1i
zI4N;%urW$kJRNOMaw<ot5<F-t^TG-K;1kHIFsL!5(hk4KMa@OIfiI9a@b&-BOaHQd
zF=hKtZ|~L>9uLC?4KQPS{*t-F=`okwR8t&-il{-BR{?$wLV7#QlUaEcS0zB1G}3er
z%(+dq34}8TbR`FcjwZ_z?LWiE@zu3mggdiKa2BMSHM`xn0W)6*6R67^4-L14^%W#P
zaXTGii?7Mi@4Tp0QrghtB#;sS)AyJ&?UqEtH6rD}Oen+!q7<bA$rQS$QES>vgxlhe
z^C+-3EfJ7X2d1#rpBvr<pt+6TiYU;IKSCKIPMm6}oV@K&Roif%D-L;_Da<Hs(+}`5
z>ijLqLT_##@@dQbepgGU#z-)V`@CKznN{awh3(`Zm2Wqo@EdC&F|spG8kaGnh-u#W
zMJkM(5!Gv}59AICSsNjWif-rR`nBSkd>B*YRj(SOagotPmrCpbfM$MDsO)4@ABgwM
zVY|b}CyzJSS(~uq63@GwMWI@U*d>9}rNJ5!NKtd8%8G$Z_s?(G@!59X0@5Qp`FvQO
zS%!<F{-sVZ=6x?yfgt8(*Yz73mpKd;{ew9iqTy;L@Lzw*!+aE_s!gJQ4oX#Y>LxJ9
z6a+Z^me{pl#_r*x0o<qgB5Qfe3PZm&1^(QTry@HaDHymt2JzZmR0AEwvZxWxeI)C&
zLuwZwU?;P$ro=fTA)XrVQ2Gu%#MQ$QdTmg621D6%;zybYcLMf(DDpc<6>$z3hK;OX
z0P?+6=Y1UNbq>8yw>=f!+oVuB=C07QW=k`I!4`cni^b#VAHdT9f}mgrV!RNW!Kr>S
z_i>R0oZMJ__}-6A1ID%=jW7XCR`-}j-I|<3*}++pgu=(xcxMoAX$Xn}mm7O<mfJn;
zXl8wTVS?%b9x2`)k&it{R7*t^-{gBI5pZDib|TT6{cuna1?n$my1m5Q2Kv*jek(c%
zMDiY|KcEI2CjcZmA$A`H861wxyxdJ!J|$N$6VTy9aCQYV7g~a(7?Fq{1?fD}q<@Tu
z;swvJXX>vIxM>p0DO@=T5R0IN#j`C_{kCrKNzI}n!!t|nB<&wOPi1`^8Qp60IlA@I
zX$F*#J&cvn-t06fZ|;mnrvU#3ao*#K&x!+^Fo4H#9|sr*5#S%7I93z{HNIjTx2wM8
z>8G7TVzn{6)PdL5YtibLv5`pv)7x0cPf5YSC!x*U&-$_#>o^}1PrZ|QKg!{~EX`TJ
zCdWTmxOh&!Zwsd`T}l_1kk5CoW(iQdpL_bXT)UfL$%s+7ZGr8)Gp~dj?}k_Pzz%kY
z>=B|@;Q$||iD-PyKjwcprUqb**sY2E$^DT|3a+uYVxCUI_^U(~h|sEPxJMRNtI(#D
zBqLEp=hJtKE?FeAxwzL-nF!LdncaRX6l{Ye(9cKIi!>ym_lfcxsUN*BRJxzFFZt_P
zkHyF7k$BoiBeHTtZ=MN?YD;;SE2oPzHrhw@O&S+>ntqUS=$pKE;2GfHpm{E7q^hrl
zRZPWLtVAG*lUV~LAe}M2x5p&3wy4UCQ#z`YAcpf`#&>ajB_lkuW8Qv2lE92zb76hr
zFUx&jEWdxh^lAWNfl-V!rp_=89bASA9gH><OFlaMNq1_KswRL`PUbc}<B~Anv<3av
zW0s4C==TEwWqU>g;D9ZQw+EDf?y5{*Cd+9=QTetxVFCAPi8`%GEQn-aF9VK2;-L7$
zb=Th?5r@r?4Fv2F!}LTk)s2)f`&D$+bo>WT>bH~32FTmfre95`Z25m#Hk9>R<l_L*
zOmbsQru6?8%aAAfdAzi)IVl5D@f770*R0ss7^-6cHN!iM$-JP$F{4yAj2{0~Ei%tl
zJdf+*^yiwERJVq5(A`-n>7vt3y#mG4oFl@vw`VXVIMMGT3S`>?&LSzjB1M)645`X4
zY6!(RgmCzuNna>$H-Dl0ZI0Wz&W3=8R+BCeh&^xC(t4OCr%W{kLNTl1zWMhpA9ok6
zJqEz?lKqszauyHDWgjv^%QL+P@252SP%tg+^l30sAaoMfX11L3&p<5u^EhwDjtaLL
z^(wN`o>e!KDOxw#Ef)UG?GNk{=|E!~pO^W;$Aq}e@Ax4HA+VXd#B^J(LaVlw$7EIA
zZ9d1xPy#h>+*+m_u?LZdQ5CN6q~L13AOe5|)Nd9o8@FfDTKAedaklU&!C37Bi#od;
z`_YZnb`86384K<k!8Y(-_7`cTA^ZX3rpEQM7P!Q%2^MyVCxk7kZNc{np)`kl#B1}%
zNy`e$iXiCBp+X~6sVY9;kTVd;y)#%|u<f`n?+v^D3E*ZzSGeu@KtlZ(&L|<|(Q<%3
z{*>Q%FS|BJ2Tn|D8lf;iAv3F<sSI2PQy6mPkg(<i>bRE;Q#}o|L(}*}P;7`WWwfIV
z+Hfm=2P6VCRbJ?eCD3V#v7ik<SJtN!oQEN|!9#z-zLMXtaRiM2=EC02hjGGpeM8W-
zPt5ohWeG|%T+K)><25b3Nkgv2ET#o8F5wb2qEs)IF}66&{+9TJ>n0W-C-wg8TQ7_7
zoI*RGg1FuTHiU$kv#y=T2loAWP!)6>%i>P>;)bYm5{*lVpoQp1%|A$^PIRa&Qjh#E
zq{$QEZors_BAda^h;zS?1{VZIzPIVT>4Scn#30#bM+3lhu^=Btv?}<`bJl_^yK|nv
zX-!e^dNnjEUjG3~5$ZIMy1e)a$Hj{iH0MOO>zm{Dc{{xSdy)oh(W>YO8FX@#^N{RU
zyC31~@4<Szl+R>j@cm6*8wpT^#SlhoJbt)#nEtBuKILDCp#p6<O`e`8c5Xil3}B`@
z9q#9lJQV<FYXtDslqP91(G`c*5Rl~>!b3mvphOTwPE$zyaQi{70HyBcsqcB|zDkXS
zAqv7A65cOn@z4-t`+PXCn+LPBjl__Ke_{^Ro5OTc!%648>lC1n2Z&AJzeiqW(h(j|
zz(9v#o9dI-Gkx1y@Ef|tAL|M;eZ^EZ>gsJrAuI*t+#<xeRKsnfr{gXK=m5wpAk3#*
zjR|mFu85rbOF|JQH?{MtVs<~D+D!QIMpS3QXs@Riw4S+Yh$Uex428YD)C?`si^FT3
z9^sRmCJMrM9<$D$H1M8IPEzp6i+OQ$vz@!1;?ZMXX{-#P*&H6Y{3W}*_0}2Qs&Fup
z5+X1+9wpQD$*i4Z@SN`7mRek|9@uG>*@V*Y^uCa0`R8HoKS=L=|3Z3O5yB{xyMh`*
zaM2BBf4YAFZ`QJ4*`=_8yd;sw^5b_LiK%uh%9<^+Z2;%;I>FX&#lJ}Z-XgXB2WiOv
zg|rsy#_P#Q3Ba~rrSO_EL*#&7Ypead<6rG8os%=xvYkx)IhVWb1n_J-`Q!1^-9gS+
zgw0F^hBcEUh#WZ_I*1xCn&OzNz48b(YiYq?m^zMN_GNNHL}g2}OO;$ReWTdamt7J<
zMl>!+zKD?Bv4sMbu?VSzBQ=rJ%py9*z+xE7OvKYpF7lTYWiwcy0J&pO>|kSY<(u3#
z;`c@}z#nhbcp${kK){&AJR<^<rQX7Uj}9iNS>f!}23+X1{h9wHG;|=4xA0dw2Sk0n
zRSp8`DPIv^4OHNITLFW>bmu!rUxxlNgR$R1y-&ULD8X>m(#>M!lD`*xj6)dPiRSAv
zl7#izj6y09-;?yv$T;CL{}nH-Y6`})P(0UPqj9h>Qts3MhI9WI9p#g_h#(mEWpqZ(
zBd<rI{M%w%QO<a!f2+gnY`Kqvx`j#S-5Y%xKdxY8!7w>?Bp9AWY`Idp1?yz@0CS{V
zRIbWiP{AG`(TE;?J$2dQ)bwQ=E>$kboV-yJY5TAdza^CJVm`G5zHm|W%=T=w!~U(d
zHDhHQVE+})YjFQ>qA90$|3$Q3PAtn$f2`Vb#3h4f<qM@Ba*{GZO&h~{YUhc+&HY+?
z-(jWFz=l|#{zODw2@`hOa>0y6QCQp#)xAwapO`6&4p~A^9tewz1D*a{o1y7*q{C#@
zm#vY;qOL<h0IJLdcz|~Js=f-k5{25;5vFk<cy6=SoU(T1lr8A8k8qLla%5>_y`m0_
zG5lU7YeG?@9oeJ6{`AwvaMpM<&G9)+s+M-=W4aGPAy>FJqVkJ2k{rOr(#2JP5f?tj
zJf_X`=}2s^B83|7cgDUI)sf!-MUx6&-X;(+gf=#=Cxp=lF#7_#-x={`RnrNl`0t*)
znHibqpqxa~&PQt+UzYl<mpt|;W5kwn$6}n4pe>a;uw$1@rC~5Y7SB4>z_3>ok8p_t
zXVj>(yUcSukzRuYUG(}%`sBzFy?&GP;-CuB3Df?geC(C-<dPd_tsrwMLTAu`9{XD&
z0fiQuw5DDOa0(9+@|DrPHY6eaYsgPS8CT?C0EW8&i1PVw-rsp_Sm7snr_hUe?XMJ?
z#a<^NAdjv|G}^5Eu|W}|6fSs%wZ6geGRA4gyHEazac+&LEYqbK3qH}Y!V<1ynsKe(
z+wSc`l6>(1$uJhx4pb$SM}ckj&-V}aYTkU^!Sb;KfFfVh!GvyQLfwgE_FosP>lTA<
zsjon@b~N$&G^Z(DF9W9tu^Cq?|7oE;nbw}g%1$*#zB>Kck!DHZ?y5#yr$(!rdhDn+
z$wax6^QfKoz!vLT^>!3ZMU-@9AdKTs#}KT!`&7H6N~Cvykh|;42sXNqKXF^+&{zZy
zuIym|2(8L{9S$m7KD02f7IGW;+tem?VUa8@GE1ld8lVYY1>ySM^+?s}o4J|~0HX)Z
ziAW5g`yHZ-lUF?otoZm23px+=B)tq+PN<?!3qMot;e&A2;Kf`CG$9d3D9xal-8G6a
z%C-ohUPG}qcLkgAvlf)CI-kDV`#PHsF=@cM`&Maxm}S{7L~PbYh-;W}*|{&PNi0Cj
zui?6Rz8@C^jDI~$;o@+&53N;;{G1y~dsQLF6eX<fX3?=eIQtn&Mx7r5e{o_NQDB%z
z(mtB`qcqtXfp<S+%S2q<XiHwccAbj&V&-@^`gLH4^+(oK9YU%CsQDF0`kxN-=L^E|
zu4h9gob=Xb5}3Ov6Uo>J&|1BZ&6e|x4-n5lX}Gjk<G)4y{qKR}3u{gLweL^7U4e1T
zNG!i3U8w@IwPE)SBf|JhHu9I93MW&!B<)fGU0+z^D;jxAw<8<}O`Pqy>!S&_gy$1J
zO4t`ODq(#F;|I1HEjvV{o24^{++s~U`uVw>@Z&P241Y>eDEdXcXr~FcBny5_VYyc{
zemzUcX5RN(MYc%=q-Dv)QF=ojv5Nd(f;y<mi7jfb0qZNMdwi8PS2CbRJC<$HXJ)7D
z5`X>55+yAS44WAmd6iwiHvu;Lx^sjnF^|E)|L4vzG$EOaF+w*PK%@|Ho*#5VLIcyX
z_Z&1~n#|YQ*(>cYZrlSfWvsx03@4)>^<krLL}n4Ze6SNUeu|Thn}qp`_1`;3ZdBon
zBsiGQbpD?zWTMs<DwZ(jM%>(;677E7!SzwYXB75i{CMRb2Q_LxfbVf|wh^pn>mLe8
z;*%Z4g~y<-d-R!OFfNHc&KiwNs1oUPVU@fVJaQ>W`vQGb0kk%HeQnOuKB<$5vm{v4
zN--wbX|D)8Qs#DN>$9;KA>!GZmX`5bYqYH4Id^ZQY5Z9NUs_ZAm)5$0QS{VY6A(%<
zu%WS^l3#DObkH^`sz^G?VbfrK%tfci(DTodzxnyygkWlqC$6*HRLxsk-!qT4Ys?M<
za5HO*W~wqMO*EZANLG1Z2;n@<po)iDTP<*gDg;F#b6Urn!!Uzmw7yFC_{Ftt(f=vx
z=7Otq!j@Km*h%7cyjLDy{f+N&VT+u&pQj?Y?8|oA6&JCtZRIw{NKc#2@iEZ9iyH1A
z^Q)+v0un%I4T19krxEIPYwAseDv(CU5U-9A!g-K#Nrf`AYpP1?u1VEwvz<+ncx9Jh
z4GA$nxFnl;D^qyv3cpI)vpMiyVNvpkVPw_i2xU%zN)bf$Tk!7CS4sa0oM{3sabOMg
z3-A-Bz)XkktQrxN3=W5<poEdeqNROHZeu=<Y{)UM8mI;|{mCGNDZCHS{B@kntIb$|
zKu3eB#<s)od|uP#MzG;XpnsNcpf=DtiX!|`??y_LvfnwXRT4&%gy(7ExUxAdc<>Xk
z8y3zH^Feyw${q~c*O$3l@bZ9by--|e$#(Znm5W}GDFU4-NHV6#yt_G1IwA!wVNrwn
z9>z{CV{jVqrs^lxi|O*`!fPna<<s1e7Y1gUD&^%l-QPU6^tbC%i9gvf&j4oq$nU1j
z9?oBgTI%q17TXy+)_I^Ou7lIacXbe+#-zO(>i3$?n<cZw@@LU|NWIAswbBIMN1rJY
z%>Agtcr;q5bfF%J8g*=7;3D(&_lxjD+cmi1{$)x4hvJ$DM)6`P>Nu_?R}x2EHJ+fw
zmT1Jh^J+96Ux5;ZwREo(3?MH>9HDdvx?cLeef?xt3ipW{A%hw%-3%-T^Dm}9be~@1
zeOVD)ZF9@U>GGw{4NOlRznHdkcw;=4K{|4R)OXT56+W?2QIC)4TA2wAq~?)$Uyv8x
z7X&EUIRC24jn`!+F3n_zLr|y>MX=;o4JQbnw-$Z-9v)&a@aJK?;S;q{-b!sA$qEXx
zLVgQ@xyL_vUDSB9qY`Y~W>^r*w+K7^f+&q#3Hg+_f+{$C7pVaPcVKPBE^D*-gq~=J
zvFN;mn)UFY@z$MgtKNr~F01PV<u#|3<_6%mN_}MvQS%G<7l^a+J=GE+bY>4W4-+FI
zeEScgv~X#7-rUX>0ri@%rZzO^w;gf)+tfBoT5bPoYA0V%?@VKhiejkR)CG05QMNFK
zyK&owBGUS+Qc88VzlRS8$H9$V;l$JhcWqed@_<Hm0-5%W#y@U5zmdC*aG045@4?Xz
zF%^aXI-UE;x9s8$0QH_wK2Mvo{BoM<f8IB~_x;~*2x97Eub{^e%)MZU7e>YOmS_nv
z8jEO7O_sVXeSXA`Og5#K!owW-4tw5nXwAWr{mj9FCb$%ypXV;|qhwmi;xiQczpReL
znsE2?tvdl&|J!QEm>1<E;f{Z-ZmD2#{=munvKp`oZ4-8srG`k!?Opc&vAWkJlp!d}
ziZiOQ67R3ox=I_%xlol^%d#nor{3z4iW}pF$jUwM$9MaC6c=9R|J<a%tgiY$R+mjE
z=BA9$F$fSzMA#JlwOX2e?>=aRb@XyW=R_Xx7wa#p(IF$rXse7kYi_@+-Z`xOYc=iE
zBmoKn$Z1SPw~z<@=pqFh^08phXq;I0_GH62{@A*lM~E_ect>Pg!rm>L9XU6Nxn7mF
zu^#9l8*4ZILb39NGCfhnZfwXb)YCs!+Yx^pEmkO{O6JxeD0$9#<WP_T`T~tsu)eO+
zZLW1bxf6+_%vg0wePl6Jy5a<;EbOjUrs7evERz?OmI~`D^sM3d9v`Ut@)Sr$R1Jcm
zB*3tlq?KqCII_zA8d5Wkd`MR7rpMdzO4TI+8z{K48yS2WVdTzn)fV;FkgYE$^0?v{
zH#`iH%Y;p%xIgb>+_m=r3|(6N6<JhO<&nxr)13U-<(!Bt=|Qd)yXg+5h(EQ6gAIC%
z5tcgU&}yg#t?%{-Chla`Ru^z0EU%kwSLQ-(54aD8tXKIBT_hbOcuV8X-#6V`TA;=K
zJk<0v&o>eIU20u;D+2q9fgIYZia?2)7B4hXb{LasGrpNEri#G;s)Nb>t10z*?6>9t
z@%Z5dxNk$`2)=k6a-%dOwP})`bMOs|lJ1L?j@fPK;bISdY=Tx7S~cKtRTeKxt_j}^
zdC*)N+F%>LueWuxx};DARAUO=8ly?m==Gee`YUqa2zLr>#gBbmJnYY$7*U9gg2p0x
zQC3%ByY?C2+ly@gug^|Q+PE*nh|n`eh8W+tET<@BhC!oNLtN!rCG9#N)wgHxub*@v
zp&R7}U6ZkThhW5rXsEq1nh+3O$vCgacddMdAlWRg1Tigk87`KF4>qAlUaY>3(!F`s
zT|u%gZ473=$4k-EiR!~f3g(IkgnlM#j38OYq$vFWvKVCrgfjmSV}<T=mIz8IpO+`a
zA)wBD>HpM*CLVuYDa#+Jy&vABR(Z76hNm*#PS|EiBRyGYQkc4}Bla}Ev7wvx8P9Sr
z`PnliWQo^HZd?dkE{wRb6+tG<)srDCiW_hcFZWf^h56m#TuqxDhe$}Rf>8N!ARM{$
z!JNdd0v-wg_u5|ns)Su^v|80)pBB2s+dCi>A>;k?Rb&q3WR_6VM;gI9SyaE$*D-Ft
zXkI*JU;^^|OY_0wQ9L3Wg6m%IP(Be6qD=tUsb?KSh^6NnD-=iTy%X#&PO{fCHzq5m
z{{E|T4Pimd+-$$IG~ycrs^(|8`c2{vBOw_!djL9Kyb(VBtRDw5FG_`a=#z0gY)|CL
z5$)J-N>jq7Y744)B*fY3--IfG0Z?r*13c}gL=)#JLDql7idffnb<`y2%O5QY9YoQ>
zXszoM-wsHPv|R-xjKo%2lr6@`h8_rY{2ZR$biM<Y$RD&Fb-|wO%7Cy~sBYn}(bKcq
zX8~<*GShI2+Zh3#7Sp=286*sBDv@qmAiC8lkcfot4|l0LDd2VBxtChBX(MdGiohie
z--6;`;X*RddPKDVmL)pQ<*M@QWZWD`9kt#rhT6~p2@vL#>+pQ!nyP?~rk}w$8s0}E
z#aX-~wV0ROz;G0#sEhiF1pthu-Sp+XQ`i&xVB46dZ@0cGj4j#rpuy$H%#1MKWK8YM
zT`ZW1m{^!tS<;xWz%W4B*xAzp=)kD}58w)T8gmdZMZ^;R`8~bcmzS5d(6vFY+bFE9
z9o%4#0uHd3mq>Vl9ep|HmmMR1pZc!$vgj=GYjYcAuXw}ZXsXA-(YEjbyUpKYU1a`5
zuLB`-qN7uo0g;lz@{*FWfM91-wiTgY1DwE^UGqVQ*B3)y5n+)b^8-jVD6F;tP~Vdq
zn}8*_HG$JLfMm|sW$@Ocqk+uC#A-jWSGgQOMc}h1Vt}3g09k6|5<vyX^e;|M^sLX1
zBah#8<pD{N(g2}iVnSZ%Ujh+Z=LfYV1i%YScF(|Bz?-o$*MXET<79y1Z+xHzCN7Q7
z%*18|^b8DyY<A;_*q<4U%8SAR9GKi$L8(9m1t87ynYPtOfILC1xA{wENaKN3CdLH;
zv??~Tc)D<S{y=rzqw7!>pdcL_D_EfTKn8C9k;!xdJqQ+eE%oPH5I_9^nV<%R<}d8)
z{F_}M8EbC`HU=gp*0$ybduDdVFpNwsARuV{rYHEi_?EyB-v_(k;Hw1y%?1Eab5Lhm
zP~o~B{R&*5{*YuKh;5k93Ph8A1G^)rLdXp5_sWDFbu5Rh0h?%1o0^({@3BO|`p*%W
z+(0qizV60PM-KG1Ho7)EA7L`%w$ZYFDTe1JL-}ULc2{7@DDOiMbV5(`EZ|%q%UIah
zoY<Pc0^UH=3&YVnm;sf5Ed1+l<a6JcS|Pq6a%*$@L$|`^r?o*Ny@hN8Gdn<l;NfTc
z>k$BGKBAD)(}4yL#bSYk^DElmd#{cSn5Osb;rIZM&g%Xcq#keSK+#=%pC7Zp^6B+8
zF)3^IcU`gRJ3;N`@uAEU{N$fiXc*0|;2zWUETG5fE9pQwc-cSzgzs|xOMpHqob=Bm
zh&_9CYFt!pprx&qz_mYJ(K(;kz@vbNAeiedjoaq!9&ivUz*O6JQrsfsC&anWBg@aR
zgU_w_&&b<PuA@(OQb$VKs;)oD0Nl6FWBBTcn)Q!*AjH}vQV-~To1Q9zJAf=d(C4NO
zXMTNK(*5Ux6ekYAKTU9WaQ<{lEHkKoLN{PA@-SA+3@|me<<z8~WoBvzs`3*&<Fj2G
z$VDbP`coWI?;EM~^*b;K;(<O5k%#w(G_{$riS?WHMEc4yFa!bugdJ4$wx*GpF{lS)
zz~c<o@yikxDAuv94So*;kb|cl5UMt0u)g`|B!mId3;7EGw;mKL7(j{u6f|t#4{d<-
z9@7d0XY@&eAO;llWZw^F5dRdD4h)yrg$(O2c*+jaIQAxH;I^^_HO}ye8?bT!AZ6_6
z?FvU7uYJM|cuxNMGH=wrAI3o8J*NBIstY;&s?Q$GZ2Ae)F~Aj~3z-A6ZwpGNrXVOF
zfgI^AG9AG2k=po1`{@n)q3SP;`ySQZF>GLB4bJ!ZDXF0ekgTo&pnl-MLG1AprK3D?
zgS6Uqe=^p6&aQC>ES&&QFdUe-sq2{QK1g9&6)C!imxuNdhhJbbKL@*_0m9At(~BcJ
zaTW#;bNochTj%bQ+j3cLD;dDHA9X-uAK_C_wSeATM5xQw145*A@+y9!))0V7FPPmF
zVFDn<=rs%12G%d=Qz6K?<+TRlbu}PQFzXYKfOd|5_LBggmP3;Jy2<qQl~JR|bxo5q
z;3FI{b@`JoN`Dv{>cx8C6Ce0cUr1X#zrJ7r;GwAjp#6}Z=)I3S>@q6VhrAzRVhreb
z0dQlgIbaH^K@c_a!*!Ftxk2iWz{Q#&bn}-&uOo_MuJPk_Gi87HZznl?fCkPvJsV4P
zZ`J|?96VaSep;Kyt&srIHc<SJ(wC_cv;BP_yUsm*M8v1TSHh1oLTI9Cbc^6RMr-SS
zR0BoSX(w&+;3J_H-dii%PI@w}BFgj$K!Oj$TAvICgR0T2p2k+|+lE5ou8-q(e>Ek+
z{mn&rm796{l~tihDrvCBROvOf?qv6dXc_f&XFYxG36{9h@Znk#7C8u-FFh80WGiB0
zTpnk;h8wNhZQiOtN2U%WkhQ=L8;v4Ku5qw}*&47)It21b`(A$NcPp~YAhm`hKxOjk
zGO9|t=YEWXG{<DlTB(}J==P`-z{_49Wz4fy#+}^TlZXo;w1ZXgP{D=}!Az#z1r#b!
zC;dXJn1ide*q8yX)MippTr)}Qz4f+nG5WCpJcI>rwkJNmdkB*ov>);6hBcvzR%t(-
zm38Ho%Oaq0V2)wF2E{*IJ5g>65Fj{>UpZbYlYl*IV@U=R3cGg#>e%W)$8O4&752#<
zv@0SEC*#tyzq8DmpojE&+s-I>%k!IF&;MDkK5Itj1zhu`JX+{C>>vY^q(Xw$1_4>v
z5g++${Cr5P<QsZ$=|>HjZ;6xnoL-w3`qnjWmtD*NqS!V2DEFXDTb679p!uq={tUq?
zXN29I7h$8l{g+PDLFBt`%|P2cnM2vSr&0A?xjIrYPGgSr5_(7F9G-4XvO>Mx;AUp%
z)ST=Djl=P+NXU?8O`AZI)<gMO!?bH|vKNQj5i`P!vwi#H%ud}6>2xvEGIJD>d?urC
zLqiuIaa4S_=f35HJUes=z@NDanfi&#$kT1gy;xTY4{b*EkK*T`Ap&0)1g1qJQP$%-
zY2elSGD&Rbp0m%>Wf(!3vsg!&zbY$UQyaKgTt|1VZfzQ56$Hz!T|rogxEID!1IHm3
zS!;%UELUt671%>Y3c9p9;?`Doq<&du_e_YCq8!2;H@jM%O#hn&z)|Sp)O}DpAK*hn
zYK}Z9CeKjk7ZzG2=)p$9t6!9ROTM4vr_96Z4ePdNsHT+GipOdwWRYtHrlf>8D=w0i
zbYl(}G|sFX*`N%B!I(ipSGC0U$r=8^FtR7k+&`nquZx)Wd+I2jq4#@fKg<-wix8L3
z<Rwd352Xt#xtsSgpcw4N95Zt)gDu3rA=M~pHGa~kcgHUC$CL_5uKw7gJ6_`Ct3F~E
z1Cht%!4{;>DB5wS&-&7p^_rSjcJ@um+Qu)_xkq4E_-8yn0a35S<a_sfwv@P<p5NIX
zuxJl7xTUAXfltTF1)Y^kGMK_f4@nfy9fvbM$GEet*88w5fTxemAPn_;>wH--^<|_5
zqm@4stfU|$WEdY2D6t3^Ln&cB;y%Y?9O<{pk@4Fmw~g@qhH(6p+n&GO0+#A})V(l@
z6v$|0W31|Vak>z}%=x}=DRMnT@81<~Tu+bi{TgbcD(dq4K9(S8(ZTuTn2ag^>DfUt
zgAXcsw;ht{3uvR7Ml%|ov~O@3V^C20Y4q;ZYko*yWRt(gAxyoB**gEwe=oS%1V@QZ
zlE`abbc(IyG=W+KYD;qG<xa$K>is4!jfCu@y0{S6`rFk*1x#(0kdTkeocFMi0b+h|
z82L%1;|SeimCap4vgX*cMu1<vhX$fb^q?Oj-nccG3;@8I3%5X8FA7?O$Lgy!O~&Ic
z#N|4+nkL|R(%e!Gw7+~&ux>;`rUyRw0U!(XS4dy|fqigQrcKqPXRK2cw|7IMo@vnI
z^T#9S9e8jx_X^!O#-nPQsDvP!?`Wb13c<^nrVD?Ld*+1U)aPbGkmNC%vaE0)&0Fl2
zwbJP%6abDYb&sD0*&fN+Dp1Q*x`|IJKctF-A6&4l78IqZhksvjvMRhzoSG-h@1p9Y
zfsnf=Mjx+LD533bb+g*^v|x6IbQ8x>ltVlq%if!5PCU>+uP**b<Y;NDA2Z~iz2Vz0
zHs!2v#>ChVtJ@}-Oi<1dW$$sPUm=qEnsUEi1CXr|Lh2ey`sP*vhsY%OdA&Ozz@cS#
zpKiz`pYH#1NJ-q7r{XCfDnMr-9wZN^Bt6Lzu)B*6NOgU02IXNRE_kXEG5W@v90(%$
z{{TTizP}m5H(}CjuZ)#Uc(x=LNSE5Dg6n7J#`--oof^j6@&^E)sD3n+%spLEebc`I
zy)Sm%WMh$kMIT~75LUcO@DLr$HkICEv;Am6`h;!|oy3z$*o_+9*Du#I<s&FFa`6o4
zy-|3YZzb3h+t28IhL0nJ;AB1Qf8DcS2#07TdI$L>X!rysl=h=E@n=O#IeEY8c64N7
zKz)BLDS~YCC{{VUa}Bp*gPz|=@Wi)s0>&H)EMWtGv|5t2RZZ52f#u=tW}UAh+?t(a
zt7ud&B|qkw(x|ACZGNg3^W;1%?O<QLR?b@vx2L;y#7egY+B$70zjJ@BMG;JDIxJTe
zA$e?(+>6(vYx97^dH>~|4~<h$qiht0%YO6n^$!|d(`W95c~55ig%+d{_Qvlm`tL1g
zlz)DITOSY{<tD!9QpD$tORqcg+;=iL%@&86%%z4M9l6X;ubgF}`)Id*fm@;%80c+p
zfVAYl1!|l`%zhIRIEN95d;}e+lSmvWqg<7N_M_)<1&WVqrWC*IKDPc5<1t`gPtet1
zhUS<BvXU!n?g(aW)x<4NEZ1-M@%8j4f&RpQ3?7KGxrSTkM2XqyOH?Dl6HtObha40y
z1=RPbGCX6Rk4ckrOG6+s7qslB<AdaEqRDq7tIc`hK^wf1lyi61xGVQZp9*T+nCY$6
z9waU1FN$_+dfhP96}D}WVqLN=slIzRjKjUHT&aD;!{(6}P4BHvhQS|vMLLfsDfp~^
zWz^<?>E62wy}hqPPrI>&IO-!>bY3EMt0pNOf|rF7W%n+$*COKha#nq418ZlYjHM}J
z+)PLEHOo4&X@GbtF+o<|pguyMn&Veu6RG0w;X@)UDZ-D@sJE6SbnkEvB;8|+Ezgh6
z^e-9()-KWA$%-m^%5M!AaYm}4mqko}PxwL)6poNBZw#q_jPRB~6HQv>QzAX+k4Gfv
zmxdOY`!QkT1>^1Kdbf@-8KMi36VWPja844Hz;5CngBGSyK;ISXD`?-_&2-xvwq9w7
zyh<U-jV|m1z>t}2YZ8t4e%JR6_AiCB!ipN6Ak#ES^6KnFB`0te#>o)3o|=?@;--@@
zR|p^$`tFFWT=gcK-+TnCC`aZXR0Nkv2PZGB*mcXM`dxI$^R>j?($~-mOMzAiUAe(Y
zp=_lURD?F)X@s?R`8_Bq?T%TqH~l}T)q!>8?^Y_@;H{@6Zd;jqqq34tbs_8*_A8Ic
zJQAlvTT=i+k=XsG6#M&5TiFqR4>-ZQsItwSgBR*QT@*{~QQO{HoHdyjOE_<_0YS9^
z4n;Xsv_^KAB2^cd2Dr$u3AHe!Ip~hAO|~frech#U^_fmx#P!%0pdO-WQkw+%<PVh^
z6Fc3;X!Rl>-mCQi=#Ud+-8Tg~+!ORkyGBS%dJfsVmBc^FHcKiyrxVA2<TYEQx>j__
zWp)q9lPfRuL%y!isx09Xj<vlHnZ`|6nRFek$>`UcSPJtWtUloAVcKsFFgdae(<h7I
zWm6{~$>(PFm+Q}Xc)R^*ZHD4HR%HK{?;9>wG#P?z0QDj!NVa~>(_(aXekQO*9yk7k
zQTYKSEMAohF_^a523_-i?5@wHjGdO+DV#g`tvvwLyK(>U5e{p*COB1uX&4w<kzy!j
zrj^8({!UDYQ{AVcE5QJ6u?mXufvYWfYA_@s=93;E_}r>VAx!J7ma#~X3JV%b^=oB2
zhA!)j>4E4@-mUTFpCq%?eikwc6Z&>~?3^712rQsHfx*HHV=1S9%5in%?emF|(_jDx
ztJ&7GiCZq!Y=ZXFO<757(I@NA_T}%!G;S4w3mt3XZO;)X8{HyHh($>;55ya#B9>8P
z3d^S?N=5dmcuU$Ue9%CyXc;=aS=KMDl?AhEJ|vluYi2CttJXJqDC5yZyg!m;%Hlmr
zTk-Ji<5w#3JdjF%CEVNNSss6o@<uQQzzcg33`K4|viEI|uERvjC?g8kn7V7lUdOk#
z(7L6>n0!L+lx@_l@LK;YbE(PzTURNFf9>79WmAy7%+A1j=2GouUFgJJ1iec-;Xts0
zH-v;X`dVY%VKUFI+uR}W_Dv>w=u`GFq#5k3L@VP2L0HItd(}SouehG2H<r~huP}MN
zeF?YX9%Vew3}A7^BG;U~?i3`w8o6>E5ru`@k4Y4qUdyclJ_V>S!Zfl>^V%~Y*)K{%
zyv)uK9Sm?keFq@(L~OC}PpvPxrIk>qhAw~Re$mOWT%a?S=e>w`O;1@^hLt9Fv8&YS
zX$2a^rmo|EZ3>;Tf0Ua6O<nS3Bq>9lxU`-4OdPKeNY6}9FJ8|yPIrQ=s^88&I(D(U
zq$4bfK$8@a!T*dvs&*j;R8lrFCb!m_qhrRto~W5S67vbWsSgxN*GA?m)f(_eS>utC
zGnC(Z6?T0^L^GRtY0{XB4&yNa`%UsxeOXmHe8)<E)e={3NG3P^^gwPTomBap$f5Fr
zhid;5+WhGhS{2X2HiyS)KS8j<d$%Q%Jq!g@>nAd|a`N7|p86>6@0O>tl&H+p(@h7&
zBAB?<Wr&N^BP((mNYUqMEIPMWUOjQk9lj6hv4WJFSh(K<wWKDht_5`WOcvbjvGL)n
zQbntOHW{F$<T48dctfss9oonW)x6)vrtF8LG{IoSANgqJUo@{l%=_98Omjzn&JD`5
zAVi4^JTDGS^wlmPe6>Duj_Bm(-}7_{A)v}hLZop)*2|&=QdscAAZc<LKN%P0#C;gI
zljqylA^Cz#O1WRcrkNT_*4rl|DH)EjI>7CJZ1a}Rv7gQPh)oZ>2!3zsu2);0ALB$)
zLHy&|SEr<nd~pIF(fyC2T=-~CvjUVf9KqoM)JjTm?qU#566Ab#IGV$dp&WctVZlAw
zlr1JliFqQ&yK)A{wF?q77OLq7fhm`@N~+l#N5p}j6f&iqncmk7+`&aP`T9rZr&F1K
zG#PgSMdb3}nO`+P2DbU=BZd&9xZN;5^~LMV&ey;r^|~9$*k_5N#^xZ2x(AjwL{y0R
z@sG|t{#-mPpl9cc;mdqPUI^7B^y6D(Q9PzNO~=^kqYCeMFoalbF-9`$r?abU_|jw&
zMc^iBX80;tf_(&f;d*B*395Z_fO+(PVifM7eY8Wurf_d&x~EqRDXND3TiQ1|rC>ur
ztuNvXibYZ8#1TVl<PBuV(Y0%l@nt!KE13`4pp%Rlaaa<JX|ds0C7N8On^gGR(*+#o
zYW;5mO|UxoC7q0Kq~69IniQ_0wLu;qwQv*1ED}<bI%`;vSURm|^_)FeEaJ|8vkktk
zAAxT4kj-fyS|NjIhCj=x5{Z;{inBY(dv|Ksl*PwJ<}gY^Z`-s|qGIIZ^`?gz(Z_pR
zQaijV%@Xk_OA8(1g#$`?wP|39Y?S_c{N8cCUa!6kFRHw6P0-PF7M~;IVT^N*rNU^>
zn%QzE?pk!K3dhFQ*R+!|zvS(IBU<mC*g!U6l<EX!r8o+766;Y)NZP<_KD0`Lde(8o
z@NX$JK_sfaF0E$7MXz6oaWgrqmWMhoL=e&{7DGnL4qE4j3)a2yyFamIzlRMgDYe{1
z6Tw)-Nu()nkl*EtsusAetbe(4BOip(GHeVhapJCebp7T#b^nsN@f;I>9=UW9WaN#>
zxVg^V5&hzOiEi_H<^m)_u_H2aO+*nSl;eKTV?#vb8eG`_^+?zpgoC=fp&mEZI(;C`
zY#v1_AuBe=?~7>Y6@;_3DHnC&dRHIzfRWnk!Si12{0+Q!XQkt`ttJ;qFW+<fAQ6fs
znYZ4>c^T`dP^Wf^i;=v41TQfgl{Remnk6HA-)EUK{C-FKp&y^!xbJ$#wN>33cYQDl
z3NNl#wsZVMz%Li=7<u^?lDc&ZuVDj$_-arNt%b2?SuC^a#;)|O-_p#$`s-pW=(wH{
zG<A!ce$tblJvO$mjkKUIW~4nw*laCLy?Dtp@MK7zWzQ6mh!{S9$i15tCI6;`vhS+p
zD{Z%{9m_gR>c7iAZkEAjuy?Gkc)`s+14;2Q9&*yO$yj*Lz=n2-&?IK+QJR|LlP;!|
z!(Q}?{*X9-W^v(9gV$b{%J=Hx*J*ohET2kHbn-=_PTAEd<aw|@<1@V8cYexszf>AN
zIfCG@?VkP7sejskf}<+85z;n#lKRSfjzD#hTLE-x!=Ox)?W9Cyh_RCIf!B<N_Tw!?
z+1G2mDI}mKD^x$@$J@ha$$S0!yyd{}DaIJ+kntwYhu$1wf+VFX`wPeVq^a%ZD!bOB
zOe8DhVXac6Xl=l`?(Kpt|8C!R)KNHJU!7K3kEp58gnXudBS?h8Bi>(I7<Xv(nihj~
z+4)$<Qlt>;L_>~nPyapVoug;_rbWY?wa$XY+ti%a@u#8g%Ej#$2YdcHQ;lq^@iguG
zmc^?5&l(A@%HT?rHC#(E9TTy*OF6yaG6(JnGh-UN9!3TZ?I`B#u$*DJ%An6Wmq_U-
zXOH8pgja}v4d>~n!@2#FRhp9Q#7|E+xL<;$yWi3=)Zz%^GXd8M>=7SQ8#OdhFEe26
zWHO1-J<q*m=!!?L=Y0tD+^EcJwxhmseS?m;6tvzzf=2(+GGR**8(nUuQML17m{F)N
zHoStZajMYwJdaNB_NekL#jYv^P<=ob%}+_jrhZF*;PUkTg|ZKG^CFc)6tkX|P%o0{
z$E(@WK6Y3))I5jOUTFQ%^_u>L8xT9!;CB_OJO_Z@j8fzNPenf=G&l*qjObkh_7b~y
zkPbVQHWw$BoYm2m(K7q3%1S4%TsQ-eD1)3e>ZN+W4>CvLorI<z(pDMTF?<|GjG%+}
zZlQ>O%9@W~M;IkI6k{B^-P$s(UrN`oKJA|7x0pj=Y+yOwiS0U=4N@QPv>}A3FNeg_
z$p(Ef|H@03yF1WO-g~9gE_d0TZX(Ja+r4Z!QvD+yQh;3!rj4O}1mA;_{T*^N@edJE
zqL+LocSU%UfHA}%!4oqSipwJDO6p=-<6xeD$`7r*NXDi`(?2qeuwK%38C76(_1FRz
zc_yeLI(3|I&>!AAocO?aTe4{2B~7iBvmOx38K3B1)s^)g2(Pyx)%Y@;UvwFl(~Djm
z<O`W1WfvlYuq{TuZ_zv6UWW9s`X1<r7ZNVwqukvF$hD@74n9*m`16YqCllsypqJc#
z-<}cepp@8hq|pXDj-B&F9qztT-TthrtSQI=QEYW{`xfu~tAF4|qToCO!Mr)dj}7RH
zBQ;_8p+#zg0%HOhu7z-Ik?9ZWlH-=&XsqO<Pel$5syzYWdv%xG9z$&(L;28i{O3|7
z1cgbUy~py;R!Bgi+aYHL&1vld<@A()j&X`hsg50)Au=sRT7J7Q8!4_~q{h@<C@2di
zkYl)8zL{-<-;znQm+_&SWK?aYY!+K0q{d2ACW{MJELoX0jR!Kvnc2`Ktd@_ZT7>u&
z+m#OD)cHDi3~y!i5|8W!C?inQ-LO*+g@h%ET>#9`nu2?R7+39r@lmjQ>a;0;6kJr%
z#A+$=a2#a^g0j2OePj6ZW7f#%Rk=gf#g?O)j{^~NFu6g&F>Fod-Xz93I1ncC(>to(
zd*m8O;}O0RVFe(*&(9dAnN%-oV^YE@oH<u8gg&&#=b@jYb^}DEgWYO3bWjFYWSs!j
z7_l=qP|`x&f#|6N`DJFDn2MW!`w?o<E530rvFsL&GJ@9qE_S(Ok&Ac35p%Pq(>{?|
z{pWt@+uf~Ob!?E5bVLvqUeypr)UwzDo(i=dgnqqxh9+zy06M8?x97T_Yl1u@JpHlo
z5N!Tyd^QoLa7XMy<a)k(k;b|mkX(?N2G_-=MCmt>Z>&Fz<ppHMmQVhF@V3#KoJo~)
z5GvtNhCRuH32-!ywW`RbkP=4=>X?m$${T`5(1lb5m9fK#-lBKKm4zoiwJ<AfwcA<g
ze5DDL@M5+>&F2zFuK3jN?ytQ2+O)XSy>@fC?8WRIBm6!mn>3QmhkTsKC*d47+U;DE
zep^<(Q1jRirUv{daF#EBbO*4UH&xUXvQTIE#eLKi;V@bRWDbX~S20K@h2hcl+{jbT
zG<Vm1pSfFPWbHNxxfd#DFI=V6L}>+8Y7sDv13fn?3h(3(1rA<bnjMWH_?5pr+PU<;
zN;>l1Nk&j~LiaE?aenzJDd$Pzlaf3`#13qT3sbn$d_W@7%H({1lqTZPXn8xmws+FB
zLzxfFRnXMm$^B``BbbIjuCiitTN<Kzj9R$`<Pqz;vU`*-Ho7Qquc3s!Q1q&hjC5bN
zGXarNWAL?u6=3eRvdkFUwLH6KOvNiRrX@iU2^1w-sQW3-zcXQVlHTYt+&IFwUI<k-
z2=o16deuST>oY2UM#mvfs9?V5){UCE&us5*m1#20``O2;tP;_+30gZO&OGFL2Cej*
z^f4Ym0%MRKEAXrj>X!L}qKhgs?^faqv_m5mIy+?xFE~E5tM1S*5%<L`vBAB?4wf<D
z9b0QH4G2b;g5x`g0yZBPugt=@kgH#FLs)gq<JOV~uOga%_4@|o^+tVfy8AYy-Wb|;
z3l)_1c2MT3y(2&4ftB7Z^)BPU@JtON%gNH4{xFOav$NREQQT(a#D&vIM{6kV1<4b&
z)D@>G#OPr;dD9pD8-!i?XP;4>HBMi)uf@ya&al{KEqdyosaOs2OJUSaG%8tLzKp-R
zXvQ*F<0)Z(-V`V%e35jmQ;!MQeMmZ&qf$D;>%uvk!uwJP@x^+V@SzLgc~|llc3C(f
zNb8L+q%#Z8du;VO`_cTa6HRO^k;mkXIUg4Fk}DD9_McD;R~_n>ii^i-gcIJi*8T=c
zFD3$h8BS4f@X*R^3G!IQO+C~<%ahhSv?SUzMC%BDp}rbSDNKhsttCe*XGyRYm%~AS
z)pb_<0{xnA|3lw(gh|s8P2cRmRbVUQ<d>3Y-nY~dW-=ri$^)!C@H&QQv{R=#7i&JJ
zy)Pe=aB7otwP|Dfw;=5vf4U3JC)@LB*9kCBn5pkEYF~u6V?r!Mp!q-9N?_AG3>!Ll
zCe00hZ26#1FmxXQtBUzy9MCJ48Pk#JO_Z7VB4=h`<Wzw6%{mPtGUt&>O6qRCiAzGx
z$w;V62W|+O%cD(eS~fx?IQpB$pT0yF_`~^4!w1&^(Q@qOcSS>iS&zB1VLyTSki0u5
z-M%}55{vn$x4>iGdtL09%&1_BhINNAVlte6UOS$j=eHIxhnVCr81vU~_?&mFX6v%V
z)X>(u-N4yU<7oxV@YTWyCPWpsLv^QNWA`e!+1nV90&XWsRki^@ZpsWX%CJm~4#sZ(
zp-~RiYgqDi?T`Xf)II7;+j<7B$<MMi*uz3dN`{<ZshtzcrW>r!OXfeFV;3O{Ucb(N
z<2g7++WCIV8-<f>=o^yc0cnal>R3F{O8b$w3#D~Nl95+%%3tM7Eg%r%ePqo|ApM?)
zPAU?$F%$B0_t1x>=ndE!ft|R4I1R7Ho62>PpaT=9b*wu1F4V4O8|)>P86WnAbglUw
z_xl&vf`m92pv)7w)uNw-eZ03ON{8fsjMh`oZUx$XG<&Q9d!>E<k$)bhE(^+zaDYGV
zBpliHo3o0W@7dd*Y39P#=LVKZCk|;T7rYFlGHr!^h|%ZT^@NVH6^X*{YkljkSb9$(
zU%U_f4jKB}Tvfob6$`11f7Tb=EZFG8dIn{PtJq|isgG5anB^V3UtQn$FY&B@8-Ak}
z4!#d=T3(SnI~Y@MdC_{pHhCSxo<hE5Vgk+6sDIV(aJ&mlti?=j<b~{j!E-c?7~tx3
zUP~%nkVagMFlX|nDLEi~TOVnyvok<Yu4<5|9Bi&=8mMoR_skx$^)?^fSIa0Cb2V-N
zhzj)IF5h?Tv#xwusXK1ZBPeEnv1m4*^gn5*9hb9)D>pA1SUP-|hfz&Z=S<KE5?iuD
ztCm?(WVGFA(W-@f*OV}Zo5s{mQp7$9a@t5c#_fN>DXcq4?riZymZb9g?BPH5={>x5
z^)}3mD*g}r%7?OSOdmS5B?Wlm%R}cM%iZDaj6`<xKg#r)aJar`Fb;Ho6nOVZzl+g7
zY0bHbtT?IJVy;{>UXmeeruIa1r$}GS3JxK0<L_ftk%>8Wx0E8D;ZhhOHIW+;ATG9Z
zZ|s25FBZ2#4-%<TiRGgB5O`(@6^o`6h_oj`F2XUOKZ*prKPN3b&$GRV?Lid7uH!jM
zVcz`0yt~AgA$=CIxgU>zgZi4`d~Rk^w+x~LfD#LxH?OVLGsy~+ZbeMt(-gKEd=Ijd
z77^(D5^<mRebJD7rD+=tsnd8T#0LdNnUYMe%Vi=zGHg(pyorYfy-d7C1i(|oybL&4
z8~RE+iEXid(yQIye6b$klJ_<A{bf$16^MU0$=fDH>53z(JPUJwEQD&v$=@O8ofe<w
z+)VW90`kzdW6Z?M%?K*4@fY6oPl>X5kDmtj!&N$5(!@=yMD*e-7@n{e+U@inFpV@t
z!n=kGB|n8E`m8Zpp0lsBQIM;5%ox|_$*hEPB1&}z$4Rr0@{7%yLN$aoDSuu%V-Md9
z6k}N*ShRa3#J?ARTVxVp0U-5|8Wn<XC}x7J5-{|thq;9ydcAJy<MQ|{SRI@t-V)K5
zmug*(B;xjo_C4v`;Ag0iA9iWuM$-`!FQ%~vKTftZ`;9ZaO&LPJF~YTzvaH};Ik}I-
zO{%w`Qfz)@20jZ1&FdT$<dYzxq-pt`Ti~H;m2GVGzs#+Fo)Nj(<@P*6w*wdb>%3vj
zI7cu;%e9vtGU48N7PR)CpoxDlb$)!V5Oo<Za57Yyr6!fC8}%y=*MM}$MGUARh+eK;
z@=kNi?y)D3aHCMfn9?mvJKWk?->)3445z|L({sjB2}cPw-4ebhdYI+gsECno@Frox
z-3b-!Z$;RDj&W+~z$a<Bh?5@g<$$PD&W0UJwe(bA3Q8!Y+~&gS$#_(Dr##&tw|9H+
zUGqI*X5<rJRJQaNj4ubhTEU3M;C@7=P#Otpc)-?FM|!n+A@ylfvV|s8eLg8m@+v&^
zjE9o=zzS(J{Btl~hOS<)pQH`9w>j^J*h04Vjc?+A0Lo_oi5jA1&XHSJsYQwc%Wm39
z`-SKVf&H=2?6{jyslI_UGQ8=rY(wdsPcFQx4HMkY1iU*skz<LzX^aH+LGRP|NIdTo
z)d<*I2?P=&Pr7C|?(Zla%(UT9(?a7u*L_qZnqsV)`6!L*T6DSuJ=&LVPl7<I6qrg`
z7keLn5wIFBFP|&Wpn!$ZSB3ap{C?WO@Fq}s-F+970>Q*Pb?pPvC<?=@y4Ax90p>Qb
zTCn$$X?$|{ObXeX{^cTMX?|!0?Fz#zD8L)bN^D<BkhA|ghV@5JnOA1Vn|VGr3elBc
z&>&gG9`GLoWxw4*R@hSm19jk8qPOH>yF8MA>N8;w8jW%ZikO4<nphh2M=`Yft%{mn
zWF=8QwL>=-^N%0Eq~7{^j0Y~XA3x>pI_}_PfU;Q!_9q?MW}sj$rx)SEv5>2|Nps4(
zbh$LJp!2mHXW=+;)I|Hgj?k~)p)+T2ci!vp)(1|1EpGgv$5m+9c<l;#`_->oRL$9c
zgV*e59kBn+82a;5QnWe6Xe%lGbxBE5{EoIgce;v!{`p%U6H_I<<=Z~5ILr4(DeCT|
z=A3h+Pj@nT(+R;uw8~q1T9h^DZ3aiH!G1dYCC3?Nw^0=r4=6rF<q{Vrwf1awhsU93
zVyxu;*>^~ZNTk}HGVi7kGAof~i{(*&=4nQx=!(juHZdrn_*=Z~hJG9!*JTV14q~%p
z+29h7@L+*>R-bc<!uCxeHkIQ#bH}L50tq({5pe;qZax&dR>|_PvKv`2C+!{lPX^yB
z_kVtDH{Q`{c20c#_z~+|l7HcFV^7FtF*XIamh^=Q7u^Snvf03dB3^j@wwfe=W87_@
zowU?{>tFzi^9g+qGu4<vD6`8FYRk`#W+q6p?zBer#kSUs6A}WS4JWg35myF@jtOUZ
zu@+5{`in*9!(L0bww|b=|LBlX$U70tG?)j9>NiW}@uxjXbAl%O*Cfmxw1df0F0Ojl
zhM<O)e66xAUJgvU6D!f47^0|uPu=8I0(T9OcsBTEG;!<tZ&@bIhL0Xps}Z<rYjj(%
zKfG}HXjRKiunz^ja_A&VO73lus8BmQ=Qv$j`*t-cPWb++;Hyz$h63koL#zYDFifVp
zKl@JovTxXnPihzBb^`qvk!g&v8A%TEC4yU&@ne1*w7wwSck$jBRO8BjCZb{SW@fk$
zQ$np4w3S5WYIItJEKY_*kMZo@>B@o@@^9>2H6j9I6{ngHmKv`S?hLXMOJ;|cTc?LV
zGpGPO%JtVGMF};@jk&cVYh#;3S691&)>$d`c$cQa;J4?ZYTaL8=1v!Z8mB=xQ4-se
zeDQV2&op>CSNiXbs>+#vcm43nn?@%D-!~fat0^Q$v1>~sAGpSa?S1H{P3hC<!0&m~
zqd;A3F1>ut<qjHB4?@mu%RoFOBW0nCx-XhCg@|dv_TQTPSQ)4ba5ndXO0gkYLH~dy
zkZm34UB9}SjwsR@+^z>1iA2q-fGNnHrVSn7Fe0v2bvJ`AHbI|%-8WLFG%skZ+9)qX
za>2OwX&n<LKG;UHd?*vXWX?6cz=wFEcx)z889l7|YIKy^rZx#Om;mD2$vZrnh2fLQ
zw|O$E#QXQ(BI-JDUJ{7O-N()=7ab9;E8%|>-R<L|cZsy&=e*M`asO#RIjlscMG^7V
zhRW@Xnlu@fwsQS{t+#dWq=`t1W9~u*1U@2-uyIGvop*fe1G~Sl&)2uS-yrQ6m{eMO
z%1Po-*~k0^tGYT1in;@>7aAGc@(9sl*Yy!WWthCmiyAVE@MW0#Z+rDt_^p!;ZLhv@
z9-%2I^JjEK`m`;otb3z(w7PVBZp%9M-Y_7Z?vmr`(W+&C>KqVJ?04RoKotyUA|PL~
zjU#AIsa6Y5EgheG!TOTwK5xtN=K1nocsg#VTxg8o?xP5q6AwQ-vxwtOPf=G`RYfTg
z)7M;z)8)$S4ETfRHKrt-Vf2^>7InOscL2wDBi$UC4fNId9myjUR(S$+(VVI?dk}SY
zPQRja*jK}Um0+^n{d$3?vrTr<vJ9g}vW*4&%DdHIXE~J1s(CFaPukNp9jG6fuKn!z
z8nL#qTb|*UWUaAus3HLSMNh-<1F3#yE@8__oAvMg`l(ZU%hHq3V>HjEuD(>sodfV)
zWFCI_K7|I}l1)`-{N55@-beD9b$aBo;9$PV`!vme3m2n)sqB|o#Zxq3PxpM6a&vM0
z&>~r~O{8iRL##EXtk@sgru4jPuM`^ig2VBnQ36hJ`^BLS<t~=d6zfoZf3T|*9a<qg
z8y51SWwJUu+9X7S-RwgBB<z|T#v6Aj%efn~S7>U3A@|k>dvZF!KJfxFb!<uU6Sg(f
zXGL3olJLkY)LnQtxmWnApQ5l4a2L|29UdtjoB?U_=kn>1F~_o%L`$eF2{`h3#fdw-
zuXoTu2^G=<#INK%TzC_wUvX(OBWaXvmdJQ*%7&WZb4Tkw#j}t5Q(Xrwej861hkK|(
z-)Hv1<lX#+)Zm2vOroD#89&R@@`-7@Ql|iab9g7!(^%sw+|EAR)%SIq`(aG4Y~>M`
ztyw;A-fKd_YrBtXTW=6Xy%;c@3I%-UO}1-kG~<>b=eVJssf6_T5fsKaNd{~~&@o25
zMy~~3vjU35;PF0Al4fb~KVaTv#f1?sISB-EMZ!=tmYZZ{$;Us;+IT+LJ|Di4b{<}T
zIv%xr`b7U-i0OJ%fS(KLRu(BvAvnU_<c6-I>Smc0Be#I1v}a=-q_28gLp{8e1gOmY
zAafhb>UHcuo6!eR#Bk4duF6|4dxf15U!L_vjmhVmG_&|Q=PSeurZEAmN&yZc=SPZL
zIU?7u>^51X`JV?Ybf(_xq$bb%8i;j&+5nIsHm>a~YR8(bL?oS5ob${_<pqKd5DSrO
zXQCm$7`YRdifyGDuX5dsU*b<bq~Wz0>4q0NjdrBURNQj=wUx7RsZ`0?9=qM0(mhrm
zDgtMSLO&{N1hKp!zY3B>Ad{mx<_n%NTuVEpMiWA>hwGe2+lbETev^)iWktPz>zv~&
zg2C!N;{E!-?<+y`<8t4F5p&?oeok>~AOdV2UCUmOzTJ-2S3ZjbWAh9uI?cTxP(imu
zi@{??;%48GaJXkR*4{2x6Nm5Z2fnlprRATKJZe?OGDmy}3YkAxF2imr<ivM7puJ)?
zFw%0_t<8XswUDnq-x-!*Nbs_Mf2fcNyHvAun-qM9hu#+nZ8sDlkaxG;ueebfCVNhb
zihHMd?Lm;Hu!7*-{qs;gPb(-0#~7Mkt~bBD9u@w3#@*4ARLPt9($UgHBBne0+Jy^O
zbvE;b2eCZ0YmzaI42K4JIrXr|FXBm+_j)L`v^*bAXy4O9BCM5?3dop$)ZAC_5kPD}
z!-jVcw&WztxaeG7!mnKj7%KWDyz%#=QXzcvDiN0#i7k)i$#90sNa?2z$I?BPw%h9g
zP7-7#bf18PLAK_4bAYhpmD><E62=Z8@#cHW);=1+tWUbiPVzAU#k(Sb7pTt@kMj40
z66pFm?$fBUYRZsAZB%%F7nwH}>->6{(4<$aVaEg&7Gosi$vfHhiG7h4oG&Xa7L}tS
zJ}1<~#YeHCyA30q{CrkObNpe{OGY|bZACh=F&i@ujLCr{qjXQ#`hm?)L69}F)7xBo
z84$0~o~)@nQzlP`pzarK>^-AkpjAGGE^;r&i1a6L5b{-EFn?cv#OtQydpV;JF0?ss
zuCHMUUw>hM(wx|%!xb)bgE46hYiC(HfnbLm#7l&x4;jA_Ky67L(z~Rhc>K0Jn}1`E
zodoqW<rEDCrNapMIDnqLLH83gJZh$qQJeNIx4mmy2FU0+oF(1^$bP}|W_g0L_`^F2
zc3!fV`f%)OFYXzCBxrgPnGz!R>+4rYg1I76RC<>hGj(N?o7q1eqfYu^JuK&=(lKhF
za`F4i=ZK+cQ30hm+}`3ktVAPx`Acni1QP3Au&ei;mVAk^*Y6Ma3{!Nqc9$ngk=&CS
zLH%}x+T-ZS!(XkgBy}b|zXt2$`CJd1ORpOq+<7drOC}Y6t4?X35fH@OC0r;CC8jwB
zwV)DO*KAaP@+okgMa63t`FZb?ij#0;OKG@olI&n<<5OhbnS1Xkk~hr0fygDXKu&bf
zULPwF&+u{I3cK0=W{F-&^7-~dgel!;>`{lZ87te>m5Pw#X_FzGc|WIXF591N!nWZE
z>r)!GSf?w0z}XCLTm{?eAx{bH1cJ_I$qtgh&Is+2#h`6a^4ZToJSA!F>C44FoYt=i
z{>>7rwyC#dYA$21b%IuiHAt04&0rHtu8SMjHQF_eVlARvK!U0M#G?=?ZLTFxMY^;~
zVyPa^>>GhJ`syLbX4bABaot|xtCD<$B3dcWHke3%;3mIkvC_G6)5Lt63i<@MzZpa}
z8=e2!Vr*FJ5QpqY70NHiTZ*D(XSNukNfgGcLyT?_BqLoj_r3f54X)N=p?8g9S;uTP
zsv0YTvgOP)QJF%lgR(nzgPHi<4sejAXI9~Y$94DP%Fk&^Uef2<)+hhVod-|n<RRnm
z8jjw7uL7j_b*ylNdb_eQa5JmyElhq@xo*)&_nmsjm92$}tBYpa%lK<nK5+7Pas@>a
zan}jAO(CamGvjAEVpquEeKm&duXN8M)E>+?Wg4D6&S9SjFJx`#aOGVPsU4Ad`Z^KU
z{Is*$pYwX}YO4Ixs@BR<$PckI+fzU5fQ~tTmDfB6+C?kHE4faEv$P>z&@XG+PrIgd
z_wgx*JfJ-eyu-VK1Vw~m_1W%JFp$26S8gnFB2Cm?Ky;SyqV2z;e*1_Re!R*sk@8VJ
zD1Mi2qEb;Q_;j6JQE6+-bra)})xQq|sgv?tj(zw7KmQ)bKt@#i+T!wdYFpilq%zch
zDJm_2yNBuhu0QJ4j|vE_bomv^s=l8!s;6l-fy#`M@v=;Tq1(<rr(d`O)jRXrV+e#4
zQUvr0@Cce|3>@#LzlR@duZGiQ$#$evh+;wPSj${Saka&_9LE^vjT_bRruvdP>%^j8
zlsyp$!p>Ka$a%=S3Y%2d>CK8WNGQvHTy+xgk>#{_q{PLNvL0n>H{*pEhaHDlb3!|n
zCFgxQC*XLv=P@U;%^ZnlcO5`SGs{A`@Bwr)8;(uo+d6TpC{d|?p%Zk(=#BuPT8`N^
zU*JfUAml6SGH<bPKsK7QoO3lIIW74j1*>*Db!{?KbF$jGeVnEC)nGBejYxlgLY;h@
z#Sm|>K38^v4B9syddRUxJ0@<)b^L5{s_tj18m-unE}i9ZX;Vd5t(4GbI3ClNi0MvA
z7lxsJSewSVvcF?G*=OjW^%%rdqn^NWj%0VTo|<vch%g`MAXDr?ia)N?CAQ7z>n+wK
zuG=yx5d0I($xFEtMVEp}Gd%@=?`Yw8!!{HjIMbxih{5FoY>YNZn*S+lO;&IC=Fq)>
zcuO<R4iFRHb259AGdVBI)A)e>nNDVz;Hg-zm*PeYC)F|_0=>diiwi#>_7G3`m4#Tr
zR@ON(lx^Px$?3xQlCWGKn>q5J+p4!8<(f#vcJ#<YDJP4wz5i0P1^cCci8SB7$bH9+
zO=eUFd&pI3hsmN+{+yz7t7j(W_Yim4XTwn*oTN$L_z)@#s>BwnMWkyQ>cS(*hW+*K
zFW;23LQ(7_m$tSd<Jrpl`_2wTs5c00^eZQ4<V?0~3HE6D?IT$}i!sW;Y)+u7<u3FH
z;q28bb4R3=iwS(6PUyscj}$pc;blPB@oO)UF;d;qAoa_lP<;)vJyeZ7#MN&i&yh$R
zFiJm;fLnl29Fo<-MI-`E8*QC1V<_Xtv{LMnGWsak5ry`pt4`e;7k2b`GC03k5>~UV
z5-;O@|8(PU(TYalRhIF#!l8)<z$uEU29*&}?XeIVgml)P&=miF?Dg|tN~tmz5}%Xs
zKrNf;T=(2InHRqGF5A&wxB+IPnFNBIk}DQUeNQ*|IVfBB3P+t${sx6DF)lcK?>OJp
z|52WKfY1RF!lZjH)a(j+0b2wj$5KQb;P$qi>17F_nmr$R$KLWbi@Z4NM4xc@<ZT||
zsRZT?@nDBS%M$K?wXOvb@HzD+`BXSUiQzsU@m6{FTO7eU(B$;7ylReMS)bz*Oj++w
znPmf>_4O6iU`_{le`yA$5x_ZKt_h0o{<Ptn{9bDsb6BXv!_#*micTgk(44hN9F6bX
zNI6N0hCmf^z7UXg#-~0LNUz+V&$<-Va=nw3-n%3l<LNqoR#13Oliu7t^XttO#>u1<
z?#Ju|XuPCP_HVOn1%lruL2P_`lXAcJ<FI=$_rl-KM=VEWC<C6RsAwsc&Mz(qzM-<d
z<jKxr)b^ZlneNtgy1m~pc-xf4%_VV#J{Imk=9PsUQai9oQy`mwaEmNM#XXY^YS3FX
zsJL={_tG|C_w?3WYv4?4dF+kdWxtOyN$v6k2izKSgW4Nq9KqSNJtWO!7H{N>%MvVm
zc}Ibdngr)xmE_zvZ%~_@G2?w71ZWwHG~|5H<X)3My$HyKc{J3&i1K~jtoeTcF1+OF
zxBE~8Gm#K6ISMaKWo~D5Xfhx-I59DoF&G3C1UNV~HkT0v1uQMp-xfAZi-VLj2n;1i
z4&5SM($XCR3^79t-H3#wG)M{vA_&qQ64KozNOyO=m$2dl7=M9ARfA330%iu5fkEMH
zoa`VWprn$9hCC+-2m*1lgFsvW28LG<xE=Uk2Y^8f?BooAL52RHNIHQ{;Ru_QDICF6
zf<b`_E_OgpZXhS05GTJ72n6H;fdu~{!kmPFQl_pD3!oA^Pyq%7I|CRbVGbTn5G!jq
zVxfN?flTJlfPb8Vg8Zz%!-3-VU?+&VDHNz=3bzK^BUUswwF7Fv%pqX7$A6_@60wHE
z9fUYI+}zyQP3@i8VNO=hpRoenAaHA-I@lTP<O;R`{%RViY-$hwr#E&01MrnK#Q86e
z2Fw!fX6gh6A`EsAb1>8y5#s{206PH@%L6s!UjkJez<<!c$S?mQumb<y9Uvz==fCOx
zj{cPh0{tCqYHkj*cQA!|K%iDYONbp9s3P-{9qtZi1)4%Fei2RWoMDJ~Q&&@nov9gu
z@Vj<Xpp3X0&=k?)-wisOJ3$=a&g{+*yI)Om{7Qq^XKAQ~B+T9(423%be$^)haRQqo
zHr|8dpMUeUg~HsRUjIT%2-L#zS0ffK4jh_Lh@%TwUg~cW!UXt_%?b<$@`6Ah0Ynto
z5eRlSx90e@#48U6@NXyQFEgSGA1?=(1JDxD2-pW=2}XPXyqry4!9ci^3)si&Pse{F
z04FEV0%8sant`n#P{4n(Bg|mSzc4}qP7rsXK7R<IKu#d&*X!RWLxjjIU{E`c|ImM*
zGKZp;f}Wf-%RfE;>y?mzxdXk}1o?q%T)ZG4Cy1XP$j>VX^!e{Zs-}>?3;82f9%=~#
z3jS3uVx#`4+4XN3F#SCw&w&4(OBsexFBr)5AF&&NctPffH_rcO$^Q=d|5N&}EdO`0
z|9@{uGA?#@zX?o#GyXpWQ+tS=$KMo$d|lv(QBZ;*1_JuORBiBI1FQtLfVkNIuU8&!
ziWmuTs1-uiY@A$w86nOx5O=VJDg<tB{g-O~vTOdDI6DXwtO|36{JLZiAt2EI_z+`e
zZi~1`oDtIe?E)jF=)V`0hML1HevKO!FMl7<)XB-z1AsVc1mXpHaU$l@0_^@<%s>uy
zC=8AW0U{do0b0VG0Kd+aPXNdv^~>}d3Ge_pUj2&%1%Vvq|Ds>jaajBTIe{GDKOiF1
z`VYtp<beDE`G6cYe?Wd9hwXnLLbM#vKOiDA><@^@?DPjjq=Nqe5vg4MfQXvi{(l3x
z5SiWofQZZ<zu|vvqPdHc6XH(!Eq25X|AT*DU|_I2*c>oD0W%j4vMCE{xF{8;aAR8?
z5JBHhzR=-f8^|@ngm*}f7%#<Yq^Hd&7RpSwbIKUmG%HIuUSupx9(%2nQ&)KKoUu{M
zY*<m7#Z26vA&<p*oj;+Sz^y^b)_+cvpc2Y=>OfMZ499DEC}v^Rp}~Ob%~;kp73cPp
zut0`i;Z1{bQ%h+<+Dqamf?7L2)#0^fU9VPoPe>Uvf7(aCUXCybOHxjyRTOEu1jM?P
z;4Oad>6*iDr)&)mP;d=gJ)jSU<4X&7J(1#hP@*;W0p}(&-*r3nv6q=F!GDWwi;mAz
zvQanrjqle#J8+_!|G<xC*E*@M^{CU81+@zAdY^S4E4}`x%MhtEfjOd{B4>+xrxOjL
zaNGqM)E+$;4~6Q9kx*gaOANSuvkuz%`gXM=M|A4Fs_JkE{Huc&SgG{1!CYbTSw@Xd
z)4eUL1P1QJz;w%Ountr)Yk$&GRrv!CZPLnG=-V(BwNG_FF0^NsTW<vDlC?B{vc5`F
zWNe(SSPwE{dJ>;Xy=h2mf^1ZNVg3_j7!nJHk>DLg`m(Nd+K+e#Cwq1aJC0@(0x*8o
zeSA*?K3G|jlC9%$Zmu;e24>>Kdoh~7S8(#JLVxzQC}UMqQ(+*00)I-)D&_;cKOH7$
zjhnkCg))o41aEh8f5;?|XD>nyUj=@9j!{@IZWgBzS!0iBIOU72ZHLh*f-UHBSIa2p
zG)eA6wvC=Zq?tGtI5YRmqjW}EojC{FbU&}zj#s$6VvZq$r}3R@!fnPNL6z~!8i~u!
zJhoHq*E9X#c1aU$6Mq2>BJ{KY3S{hc-gEwN&sN183oQW2T-X#A>Ics){kZcjCQMFR
z$sy5bCp}I@_zU8gbYsJJ-+Nlb)%HsVs)ol?M0H4NgN5myot)tU4<6502uD_L6RNZS
z1hiz+Jf&bKv@_`A;#|+K+a0d$ug$>08nChLvnU?-+0LkNh=0*U>62dt$+5)<KP&u6
zkkVEBuq^m{uk%-1rgY|Z2h2!8)v{d^%%?6~HcMjN$&26GjdrKaax0F53Qi?f(qaB$
z>lExg#*}4ogR5!u%O#^i28tXsyvLiXnP;!9cNhs;Tt!{pe?$k>RF!xK)r=D85V7~<
zCjB5G_9ue{8-G1lc6#)z{ZhkF#f{>+Alc%L2K_WR$5~bWGU2gh0R_K?dtZ#_hj?ZS
zTlTHSgtc4D($LXuywGt`GOFbMH&&h@kOY^P0&$Te=b^<m4Pfe5?kuXkxkGh_>ItoS
zt&cF>4TCZXwJD#rP%K`dy-XBebS+G(tz-U<uOmfN6n_w!kJTq!X2hg*UARf+JKxQ&
zO|(pt!(pxV;quOKo^Tlb0Rc(^+cZG|Fg7CA%`HFNFD=#5d8#}n-9(yJBk&n!+kT?3
zs9oQo{!<}9VE=JtV4HKr;Kx{fEo5DTU_+iv8Hp5}B)-_fM#lg%`Q%vhig_b{^T=Tb
zifwp58-F)@TDr!;=n=X(l2DG|JL*Zpos^83RHgb;^k4<~n$haHgKkL+-I%S2VIe>3
zPM=rWN<V^e6nyI3*5^e7s{GX+4bi=G&nn7|&O&`A-ex>Vq*273w)451`kc5tP<^G~
z&c=`S;yjG*aR#=uNNAq8u4ZX{#lf4YCS+HxD}P<surZGp`n_yHhl`fWn-`SiJTkme
zU-Uf;&pu@CGKLUiPWNYg^?ALBF+iIoFW@AQowbn*Sy>}&z8vEpIFEm~_&8!JJze@B
z;B6NkufLea_p1Es)F^CtQVWpq5NB>9-A1>lIiuy<_B#MTp_>FXjKso99Dn6{P4zxf
z{(sH#3J)=l$KqJ{w><PY@VDl719?9b3!%hg8`iSgQc8^bFZD)y{gz3MZqKTv#fzA7
zd*c~G%!6cQf&)XJ$|vZN6nosFJeC{Jc@V21aHMiyt!ysG#h=yeU&BC-VXU@TQ$gQx
zD0s(Gw4w7g?t$8bz>9oZTi32I?hA10_<wBX5rKB@CyYDBXx|T?J+z-6`$q0u4~d7R
zaZW#-T9?9~!jjRGe&(t`+;H6xziUj9?G6`JvxbeYT%}~wRW{{f0Y)lUB(tN3-)%5q
zgcbxpLh_Lwkp7TjKq0{mcWBOUb*vpw-eiyX%+KxF`35P{Z7KA{ZreS#IH?!ewtvAG
z1>04eKg4hSOupGe@Qs_ue!_}e10|L*>Yz0&H5mDE^4kz*jq1sjJEe`N)8^Mzt26nx
zWGzn^Yf%%w7DKM{DFd^do%oyqn_?N}uI5*&lFwUAso&kKiAQCA-N|eQ$(;?np7i-*
z+VELW+`oxM4)SOib4F#nwJ5Us5P!I^ebTSkB9|(9>vd1$4>ePb<PVC46M;~<EnXbN
zGBrL_h~PRRe_YLu!oWO)l4WDFd^Di)qeI0^wn6-aQ8-fXRe0((kwDw#5IpSG9zd89
zrj3dBv5FXXmG8!>sk8aV)sxH-8T4)qrrVH3uq0@pgt)c3T6a=d>`A^US%2!by<oqa
z?4ib%$OJu!uI$Z2omM)AMU>iaPsex7_;l(wnZ7cImx-Bj0=G3w6NK&AXJm8h$jSuh
zOrw?KD~Sm$?WUc1K<~CpmUe)ZbGjF5M9Bk4OhPIVjdj_Q4;Ekcq<e|_`{g7Oq2}Xi
zLXU4Dbf{Se8lPYCs548Lf`8`eKog0hMO2%^Na@LfE@nkNHSFu9H7e?kVzVbTdl_oh
zZdo(&{USb}&SV2;zJZI+4$DfI6*VF{2==;x(8RMOtLBOk5|-6yujxo}ajJuASw3$W
zKGzTHnUR$#8W`;ZANWSY87E{4=N3S3#;uy(tWXsc_dIZIxB3(@oPX-Oy*!9}iHpS&
z3RaM^Lk+<(eP>QnMl;EPepRBV&KzY-hIgf+{?l8u*<?6pUY&aN9W+ywh4BM3cfMgr
z|5z97VN60@<E@ETvUTIm;!Sb@8Ij_+iFexDh7op^@wdEW&=Y=t>g5^Dw#le?J4%)d
zBP()`!tC})qnW*=ynm*pQS(;%+T|iSh;+@smll)q9~BQ95(o^Wq(YlpZ7$A|F_p!~
z+IzpFC14#?XIGg`3rMKeVp}B%3uL0-420L|D{3kft$7fU+kLtr-L_hDz033LI?a#a
zU2Ie%YZ*DC4n)ywzULHW=iQzgf4CvYqb=CCs)cMm?c~DBm4B>g6da(HiidyG=ns%=
z^m>RcIDOtcdpxGqB~>LO{FRgQ-mN*3S=@GFq(2S^pjQP-Myb93>QA)vwT8l09TM)g
zIr7}yFR_?$e&wstULK3=b+RfSful$86XBz#<@(giOp(eZ&DDqsyn?DvKe2pKr?#o6
zBshh?fVwH%Zhu)?oY(9-CHYzCd(1P1cE@>qpVh19XVL94i6lNk?ICox6T6rq$#+P5
z;*3vk$V|#P!-~vfm+-ywyRTS16e+8^Mz{SNNx~yEE#7qi-pKL$Jg<50(3|R^RO!@_
zp+R>KA9@j+;{Fn1w>@cpm2=E_=JV;=;+(~{R=@5IFn@ZiJ^D05Pn+%XqOLkez;eDR
zX;d=jJM-Ni8L#d~wZ*;}siUxP|1iei!XfK|j$BYzmvIKjZg~9|e#!cVKuUpQb&uvt
zs!X~sL2M{&7`4hq$H-8-#Z8KgCJo6(>z=?G7s<H7C|`uF8#&J}Asl(_>0tZQjs7#r
z;Fn^7gnxo=TRiuRQ31tzmm~XUdXLg7T`JkcC7%c}(T;I5Sc@t%#!_$VKh;j)U)=u`
ztNWp!;Y9`0lbu1}x|-9+EeXYhTNf>v2Ox55aW4Hts>d=u5j$0FXl-P9fK{&3n)(tq
zu_KFRO8%{)OwArmtrs+)Su33JZWRS$XDMWIKY#P@kKT!M1Uw$0G%lgWOT$D}L`^zq
z-?oW6MHwPf5{G4hq9RjuF{2;{ciQlj9`@L41~0IV+*`+r$nYfZRU`<Ov{l!8A}^EU
z;zN>ofi#EcSmy{^iSUedfUCLw*!Us8YUW%?)~gcHpjMoT_#~+Rw~m-yDhz5R*>48A
z9DiV2<Z~XaQ|)hisH$2V+zS^HHP>)Xb(-0$@T$GXj@{<bMYvV(YZWS<YhKly0ZzCp
z&FmAd3Ms#;jRuf|1c_CMR=5?ty-{)(^O1idzKhyKa|>xCJYOIuea3!?wKlFFa(_#W
zr_wzi5Mn&-s=T+pi^>*cxh!nr@tMv9U4P}XufVzvZw_e+`2-RErvaxjI}N*}AbAwO
zDx~w-6Qss>Ild505U|{-G4O4oX*Nz@*}Z^HKdW?>?GLIGJwYDHBFpY;uHo&R^>ND2
zTT*}$2fr9Y{JdU|6hj5-jz`WfgL)X;uJ6{8hQj<KM{$3)UiY#{PzYu`iKTc*%YRep
z(Dii?|A{q_xLNenyEAqbGxPE||IX2u%?EE6gQ{@=7*a7YKg-gj(c$p%Ox>Nf<P`jR
z&NawLOiq|Bvv`WTe$k)ozI7U2&S1feS=|(gQ<!@%$C^<HEy%xV4Oy?~VL2$c#RU0e
zDO1t~rA?58WdtPib<j=S)0)v9=YOx1M|(Pie>56hh-nx(+vWvhu*f8QP6}u*&*t<`
zRHRgnpCyrjpW#2cTf9%gq8OL$9eZ@1O2HwGt$vu6EEdWv&(nIoQ0H{65I*jba8+5X
z{mgh!+0Vl}X+D!A$SYswcsMALF`IaG@l2IYmFjfpP2bgc+kC(lW;j1u>wm3;2JgX;
z$2a^u>E7ogjN@Z6@E?j70hJSmOe1>L7gNc&>CF_@%2!sk{<QdXj7mg?-yb#Jsk*Me
zj3rvfSKeK_hK44etQfVJhz3bF=2@@-Wh9#0JqO!kA#0_vHqqYaD{3fHB}8&B=7~lM
zP2yiB(0-YYf31naT_C;ZVTX0u^frI)xv{v9Q0pwS%M3->X3UihnoKK8Wb!iiC)T%1
zbEPiUvE#Mwho1+&Ydt=kv#Y|aeDcsn=JSH>sEc2`drGgOFSu{`^loz>uvb+=BuZC<
zsSJ}lA%8f}PJuO5ccPH<tjNoAn4CdShYvH*IVqNKU#8LKi-9XkL{u2R8UcT0z9j3r
z`w5)hwjpD6%Wn^f=YSrgFYvJ;!Fr~!jF)Z2%rRT*#vRkyyHbJj8{7U1!7#Kjyur>(
zq1$^sBOMWR?$*B7H<(T`<;AHletwiN8uhjQ3CT@2c|7aLR(yBS;Cq(ORsI^**gY`Q
zK9^~jKNI;GgfpWO;uVT7n|XhJ9gkZ=LTZf1`r;yiJ2-HWk>-{uI*3Tq?*`rN^J>Wv
zd;r2)puN?RGeZ6V`~Zwy>~_>Jj^l`(PBL4mgCVvVmV_q4MWi6ks<d~)(&7FEw#4qz
zV$&h=$(pesIO6cC=`uVCi9v<`K|h-$7Y2U$jtY^&(X40lv4V*%NU?uA(I)U_f2}8a
zw^NTJA|$Y*-`%eZgAZmUC3PXhDJE!!Gau0S#7;S~mv$~C)$3l;Y+jFH|M<&=FmvmP
z?^~v^3cFJ|&X1PBr5r7CnaS_1p_8!}JsKaKsW^Mq?0q*)k>^VjLo5a9T4H(E>O<Mh
zN?w1`Gz~I(GzhU*dQpGajg)|LsMJXRIQY=P;aYaaR638Mp&|~2rWqF{^`#%RS`E(5
ziqBh?!%q%hKQL!}5Yp*Nx*M%j=&@Y?3AnhTk?E=Fv&z;e2>fZKx+u8`EPK)`xv0=5
z;9*{B_7EG8*?|_nU@C#HV?G$NAxUZOTUTrO*qsV1DkGGwJBNQu4n{9YIQbESEu%Mf
zac#+BtA1aG8<ITcX}Z97Rb%6X*^Jg~WJLTq^ud=~9UVE~BtSQdP-C?lkV<c5#)fta
z;Iqc@s6x*>Ht!nY_*sP}sHgtwS)Q1;sz=@71QVqMC@W;85O#SVk!DxXFNpa2j{YN4
zFp9lPs7G7u)un&%4i&yv70go7#H8?wp~Us{=NVh4O%hE?<4L8y+SV2OlIm--0UAL}
zJ7S=!h<R;{EkP&h4q%`8>14_3g?Z9A+rtHKQlHLZ@bp1WP65<AMo+QpqVU*5AGlCf
zFJ4MLzv=(-`l(jv3n#DL!`BNu=NmuLc<M9_zcAqnr@nuHowDyQfsq4|&JP>SVxFHk
z53aZ9t_f8pXo$90Xw)pSiT+@FD1Wt`q~0;f%5G^C_qfH^xOZ!HITkZBWK-0MlaaYp
z$mV#<a1tb0?;@$_CQ}Bn254enlRR@=CcVVxI*vE$&)vM{e^wV6lrfAVp+u2&r^FB*
zTNBhCRPTRl<tyk&u%fR+C(e4`S^AasL%E|z_vS9|V%*V4-5yT0Ba?7S5?Tz~QRYvI
z#2TJg^6G;k{2{9i!rVxwy;`GS%I)s@7HyhwKOW$X_eUDr)6fLtK^7g*gNIkIiKY%R
z%t|i?GH_qL`e|^wdynz>@nu|?_(F{?@Av(-ed>SZk1MDvk&NoP*mGIwTcu_*He;v)
z-|zbL@D*w|+JRXQVutR@9)A=~9t4L!oHwE!<jBT575Ww#Q~_3cZ_p9%y?AI4*`%A~
z+En&^R&}LyI}c~_YBse%OEP9()RB23T6j)*QR1A`*g~2d?($P-a=eppotl|NR>rvR
zEt!9g$oK?O@i4dSbH%XRb&H}oKW0{{adwQW;9(C%kC8+%RV7Zo$G&e>W_ar!bL)Y+
ziqlL~c%!T0HtpiVtz?n%h67tQ-7`s5D#ft;*XgW1isw<^7>o&ZsE8`K6#9r)-Sj_~
zeoj{fZZJp%F=vTs&F#qZE)O)@Qw&<6yz77R+MKWmlUB<K<DR=AE<f_uNTkErTh@c#
z$+WX;q+uPc=$drWzGtwQiiGtZWq{j9{J!AvsHh6>N*-t~0ki;Cn7Uk8qf#1}YH@rr
zXW6lkcfAi<KRqIB0){uc_ot`yZFl^n*$bi!(cJF4+^8`-jk%$e(D5uLwx{n(o0@-r
zk9D+16a7k-G(_7-E-Z$0F*^8LkHvaM=M=v^fe_c5kr^~dB49L35Kwma-1~L(>mQUo
zr1usNF|F~)1M0d3CDkG@p3CGH06Id7k0f&LCSout?ocK=gUS8$q6<`*6CbXVrN+cb
zU%!7fc=lc!``W~W2d?3%MSVknGgN=i<(W<8RD-8X=w>a}1?l3QO~LrQTj(^{ed8yY
zs-^||xNEc!*`5O3Y@0sl6c0slIC!Tom)${(9!-z<{WPPmGB(dwMwd)6DO<1+nmnlf
z!fklL7&5u^5trNZ(`s;G1j8jy@@Rnl;Y}?489&x-n7%e9GKl}tOqJ>idBT4pU~46A
zb(Vw(bPG=wogr0-t5#8AE1cZN#hq$9NCX$oaNMJ2dY3mo;GxJZn@Z9{XX|Qf_oW>n
zveV_&^BJrOY;%+*#;I*C`u<i2)v}ZXnYQ&113cQhz@oPSd_JXkjRlf+X->Wq)LqhD
z2C215twc9ID1LQobuqM{wS|8sv4EVGhd<xUx(9IBVHaCu?ui#K={Y@k#g_Zy%ZWR?
z_aHLA=jL4Mn7e*GA)aN_h*`TF9}%dzRI-GJO=6r?fHTgyjjB(2QOOU(A^)gbWGr|T
zr6GA{TPEfLl1@t&IM4t67JHKZvSaVlDdccT5s%qv`jRt!4q8{ajhcUoy=G1K%zgMq
z@^Lzg)cj+L#yL{Ay=5<T^8hMCG-NbLa6<muWk<%e?|vd-MbX5xv?5d8&_a|${%-^d
zvh-A9L<Iq7c?3%7C0Eaz?b2<P-}@Z-blNEkc56;Qis<QTF1k6`q&wQT2%_k&uE8|z
z`=p6BZ!RHxhWb@Xx4M7xT{GCVf>WdwzM<2!!;j%pp<bwx9pm27^?Z`Cvbp8q-E*iT
zo&?IZn3Yfaaq<Q&(?Bij;@1KTj-Krl6WbP#V>&d+VFH4Q?OM*HK_Hco!fmx`Dw&Hl
zIGNH8FFjpen4Y?seo~_E0DNWt1-?F;l$Wp7QW{<j>|KoX)3JY#586Lkj5(^V;YnXS
z^mpe_=<1A;6&bqt{)Lev;!JvZwjivhlamhzSyaUdJ7q8prJ}V1D1fg&7WT4GVY0sT
zsHvOv_EFFa*05C%GO6T(*16EB2cs_HC=-#Foq=SsVpMEXWF5(k9?P`~@8<)x2i&sO
z?VMq4W9~7U;#PmLqLdLQNG};@fp?d)g~B}cQ{wE)&bL@Wj9g6(24T!dN>rby0aa_>
zAUNskBcxkgx)LOP+#xO{7T1aDxl6ELI8r}ae^yZQ8ztMfeU|;DUvu{I?Yl$>&Q1>f
zQT4Qm`!&;{f@7sdq{`i{@VzSrY-?sEXi`MYMik`_WkrAb0ZH^5MTgS<V`08S`DvLa
z94+X5jM$y>14A8R_DEga_U~y9%%kkEq!?W7i7o^r^se9@PaYMBx}%;vunRd$Wd1_s
zk`Xm2)wE&Ex?DQ5Is{!&Mi1HgfQBm|U>7xT9f|HG2*9Ml=$T>RP<FMkZu)@sp?q|a
z{Y&7weF}eJ)@g*t>##XA2tDQ{vu;mCs#vl@50AHwMIVou{TQKFbc0(DinQUf!p<6P
zJ78oqAwD8PYd5Hy(veykjNB2bdzHMOeYM*EeqlTpsdrR1?7T012{UO0E1P{Sh4K9^
zUhgv+in|u<kiCe+<d>7FoRy8sy<0A62H+18BA$P7v{bo6MLuFd*2oIlWPy&K$7F6^
z9*SxmxyOHObsiLmXjOe8)2pwh-t)4jhbG-}-9UP_YoVuAZIvN06~~)`J^=Ok_?sm9
z8@eIYB}~P4!iy)1w1??5yKDl;(=TEfmn%>bf=tx}F?gj!6)y%EzL6exAAlT_*hMn4
zmx6z*oxKm2$Xo7RNXVF0Oz}xDxI0CZ9yyuGmrD#D3i#{N#}4(8r7){_D8+IWo;zkY
zDT>ZI&#=4NH)@<{qxUi8ep=ToNw_b4KbBBliK{d<n4X*|!GpEs_5syfEMBKnF_+Nh
zeaT01!ThGYoUdcvUqswcH!*t?EsFfgf?|IS;`b#o4dkbe=zZ@BkUUBFU*3;t1o&Q6
zEuGhN=}YL6nVLdSgmGk<VZM+x+qmR;!t#S!HLWe{DTzv-r=|QwEv<NY3S0q)5ea7Y
zShlcH!a0L-w<_nir-J^rV?t9-IBbRIcG>iD--OHBANtW@MxSpr1Q2K#Tkl1=f4_fD
zII`J@!>)eYmPGuvhW>h|m{_l-bTinasM6PGb~#&*abRh^T91|cvR~*{Dn(<WLFLS`
zML{8Us+<rlFUoZzHt!=!I`+10?^3IQXXGTWK1^inI_c-Wp5A$3`-&m_WN*S_U%$M|
zKDa`&N!3>I{r4Ko8=pIhmPl&f!*_pNFNO^_LyWA`gX<}--2j=3GAEw`OEO+uH)e-R
ze5O58y!L-4_Tzv&HIt5z!4^kFzSTtM`PN1Gl^_a1QhYt_<^6r(Rn&dv_w2!IPhXzH
z=Pif$Y6DIJ^7(zx+;=(a9|zvd$#xwrKupUelbzvso<8cp^L<%W(UdA}@AiMfl&64D
zDV%^n8JBnyx{cl5(k1dhJS|dmq4^(`$>KUQKyN4$a?CfP;lhIJrwe485>*$*jcncY
zsWWxgla6!GE*k<Hg)cwFZIZs>b7j6gr~VY+d7@Kbvi{kPG!tw!^ZFrZb>v3zVls(7
zyFy7!plau9(xaZ_se>lUZU=v}jD>+^ADCJ;4=NXhEtjiJm`zjcn)8s>^96hL`pWME
zGtE7)0PCSw=j85X4K!}L2^1|=K((6rm@qwR-w&Tz4toj$fv&n!D(H_2ajcxC-(_M&
z=>||7jnOYWsF9URo5%;pcMS<Mf}|>T-t^Om8ou~?gJt-}CB?_~ZB&0d;m2>7$dR(B
zDV|B9UT-oug0TRA@o2sQu3Q_71<w=@5XYR)IdsLe<!(p3oSE}|t3Ws07jsD@V}5Fe
zCU(4NfxG~-LykvFvBP%e_G80Wubf;#iNi^Yf*%2^{8eFhF1?l&NV}o@y6QNVSsA{b
znTB<mo#nwSIG>-|ja7ee;CEs_tlV*wsn2uf+$A1h+IEd|P_(nW(-aOLshg8CEe~Z7
zm9%4Jz}zZiKBMdQf*5+U>eRZz!xExnTLc%*pVXf(dB+iWzM700<|lTq_v7VBDUuG!
z_&_CHvYCE}#kOXE_dbL73vpXjz~o0{jR7(i_T4z)TAAHe#YBHM4f!}H_wlR-l<;vH
zGxbtjm&$F9wIxjxq7SR2K>ec?!&%C^v@(%f>AcUJs4d-XdbzDN6jEA8-?k+AB;>+g
z)8C~Z!)>^Pc!+E5j@3pPNv2@K>^VG}?X9opC70zL)KS?C0JU_v2?aOkM?@G_g3aRc
zJ8hF^Ga0N!k2-%*m*$ysfZ5|!T&$c9Q~+HH<BWxSs)fK#%TSx-Bbu}p-i+#yb*x5F
z%*F9@OPC+^&$B(pnT5>c4;(s}Y$Vkd8L#QeuMIrW*w&uC<QO7tlqW(H^xM$EaHCdf
zxLYFqUQC8$U-R6_cnV25|6)V{^{KaJQY2>%uf*M>)<zOkyQK-V^{7u-3yetr2k4kw
zOt-%T1-H%zG%+wRFfllnebWUT2Q)D-FfcJVm!Q)H(*ZM=fhYqhmz~rF5q}2c+p#4(
zu_9YG{6NbSi5rSkNGfsi>$i?3*)zkTMJdQG7K>OtH9a-;)z#J2B%`CLWTm64jPh{x
zRZ;=2p;FQrAY!GAb3mj@rI0F}BoOdiCsk?hkkIh5ia?mk1m_1jxyot@Z>3OKt3ggm
zmG#zEMykrm6oD|6a{+LH&wnL}GokX@f()4|?>wrcDj$K-C{qRL(!eNJ1?>aOget&m
zK%^=J6sT1dB^Y4<FKQ#J029{eN_kyH=YS<v(MMY$X9U>>uF1rK)>V>#rzKbqW`X=<
z;6}p>$=V1?RLKPol5CZN1bb7JqIQ*sYjObLz$;Ql7`*{X%Q!ITLw{pDXbyz+;4XaR
zz;{3^>7xQ6Km_oD(%@eig9QO_ClgW$5aBT>tU;DiNO=&Zbg%=XfdgWLmctv$Iy4>M
zaBy$v4Hxh!V5mTRfT5BD!@)aBD~lAUqH#3nDeXY2F`%ao$_<RMs2K*w00u+|JP#Hr
zqXEgFg)rb8r3pwi;C~rq&@^KK!$go^07sdGIc5RF!aG0#hSeJEfUHm!gJvvXK)Qew
z>yb+M24H|`C?z5l-QZ);dS64*1RQ<Zx0UyP9}+^weaN*C_G4uO^7v%osj~{6MsPE8
z1mpK1$|mloC2bwN<DA>~m~k|QeV64z4y@=rDg|%B>HrB&%72m~^sEC(athzDmNY47
zNPK(>@9?Z9eKg6pB#&o8TEDsG=FyO4;AODNc+@E)5bbH6X&OI)?+X2xMwxBuCL`p#
zWQBHm?FK?=*gU($ThA2C>wAt5j~iJvt~uf?q8iETJWBYF^C4%2U;3Z3FOP+ij0U9$
zbH#b|r}jXHpnouanmAQNDG*V>p{#P8TPz0(m5&KHl$H`%v_t`kQZ%6&k-{4-B_}5k
z2mtl8BNa4^P@M@1gYP{hyteDq?Hdc1ae{WorS}cFh(}5#NUZ;s1jp+4|Gyjkp|{9`
zj*1|U5%MPGv5c52R^RfEGbd*V6}xg-AV;Lwq_Cc4nSZct=X{EWG+0rvQ>}`4nP;w8
zyY!5>^$O{xe`SGYEkdzj<ZYw7Iyh7R0~?S1U)XpmYoG!_zQv^X6Xu<bq=UgXX$&6G
zc+}u$=thAD{V6Ffn@4CE!CMx(PwTK^`j9Zw43=Exh!T;KA`F_((o<SV51?;o&;cqb
z_O}XVjDL4%D~*|l<?vIG>@vMw*PDziCy%6Iwgn=m^5|h(N!fC&`;Zl|TR`=PZqIpK
z$CjQGmq)v`BTrh5GmdgY;!ISCz&t+T-r)e#XWC0o8<)l$w3M6H;5;G6NXS_W+R6g%
zGCCkiwx*;D%Q#jxVvV8LttdEoVCJw#Xtt3HE`J~b%>-CEYWZft&m*+&l$p4HLQe|(
z`6+nQXKR?wBdt%81K9}&7?5q8r6@S6jf(2z?MIfAB^zuHq9*@JMe9qg>PR_4OsO#l
z7z2ZK$IF1$GY=d)vVQzNa6mPHccA7%!=Z>HMB4pX64O*;;P^zn0md<CS~nyW`XWr}
zhJPA1?eoEmjagHrSx!kRdbr@Y43@N^CM3Ir=Cz}x14mE?iKy~@q$JA)qTuGycuFaW
zX<}%pW{j9<`=Lb|({ct&O~90Mno13gfwbij4vJ`nLx&XaZ5TZqMXYg{Xg*S~FdV_F
z6-TrvE7?Tl4Ch%ooMSP$m`C}73h)Lk8Go=v(uOCge3LCK0iRK#Ahlh?n~W%hWRgx<
zdyh+;NAGCqgRL0zL<I)Z&0-w5S#Y#*F<<oPJ=i*MQ77tTEqR+dX-hN2!&|3^F)V2#
zDMN6BqyCvUI6#I&c-8=W<%qV&rT+>lTf)(BQlpP4J|&Gsbm=#qZ$vz-b07q=k$>MU
z_<4lmF~$e@frdO?KD9PbnRO_Q=sZHUQ(H`ZKaUO;W2CK~w_rmS=k3_Z8~^3E3mGic
zaZ|-j4L4KeDA5Am)IDwA`NYCcY2FyQk`p`@Oh>Im;`0gd<gt*(bVC}w%e0cY-&w2T
zxgc0tlGN`l>85eir*i+meNOH)RDZ6a{07fza)FNA$x13ObYkM}mET-(^Juu|)94H<
zDRKEJ_L|r$eHz@qKM==%Ue%R&I-M*Y*YmU4=xQ;Y4e0)8cnMD)pZ@sd;Pm@Phleke
zga_l{`Mk2s@$ljFYxVJ-(bYXo9}?M!MfuY}9L&$^$pSmYfp|2$dR~vtFMk%;It>KE
z;In%QAHG-&$D^}@$@#d38JKvxs4q`o6%EAu{1$9tAmm~=ds{E6@5K469xm#cxT<HP
z>6bm$<mm|B*U7@c_NT#v2RE|p@Q0VL4iDHe-D8<rTBiNqWSMupmYq#6FNb1W&*vMB
z^Sc;#aQN!c(Q7d7?c2Vv`G0I&N(n!1?6(bX`)!k}n8m^}YfH-x#6$5&JQh#HQ}IkZ
z7caz1@k$(uBk@|i5kHBy;#mAF-ii0(RD2La@mYMH4bOh97vuVu#gd+(WN`*=8c!$L
zSzkmg2vO9(T@T0N7x4@H8^OQdYw^qUdM3`rg}C_h>Y|>Ak@%PRRey}drI?7xXi|%*
zn8J7^u7<OELQq685QG3N&Y=)j<LkNjP5gFU&le-WpNYAc*S~|<`RJ=yh{eUMuEpYy
zskj!ui$BCy@u&Dp{8i7U%_zoQqWJFQ@xkd&9L1g#^|bi#7>a8z-aU%`&QUzQO9bn$
zXXD{z4kSf#YaG87!hcPn`|WzVsK0z36Z`Up-=I4tDZu05{Nl#JHB#;p+_y*1p1*&^
z!3~>(>tbG_ChZhlcaz{6xjDGcAh7GO{<sS4$ttuPA~^Yio@y*VjM!)urYnj-!@G;N
zN1M*nyEya7i<6V%Lvm*9StxE<%RP0rcU~zmY*{JGb#k~`6@SB)+d74-QL;uG>J(>l
zv+!)r&_6fi=1zO#;}7rO96Td;K78M|frQoWh&xD>clM|<Wq!K2$)zu{OP3C9){s6o
zZY>iz7h7w*>%pBi;Fl*qe0ctZJlNYfrLc5h2zS|n@8RZ<lT!93<zw*L8TslWmr(S}
z3{1b~1=zH9r+<y==%=G+2PfIuo}DU1-l>#y`Yu~lVeQtIgY)GOtR7~&IU|}|2L~TL
z(6nFeRLg&ObbRuf%g>9R`lDcX;Aku3?oxotXs2HLM`F^nXQy)d?&Z^y(;v~E)4t@@
zsk)cw8(Tc<2e&o{8s*#d##Z+B#>3fc`Ufx9&%>Fh$A9%DHfQzM(R=~K2uf%^7;rts
zE;>`w^U>LGJe+)4l9TCTNls_tax{VVU{aqCu{q#+dOd+EGMf*_O&9J|LXQt0J$^_j
zaoUp+1`;AU{C+#)H)-kb@SyMYAlccpXQzVp{Ke798!TwY$9*YbA;ArPCJ4vx<cs`P
zs$mY^u7AwYTK8-RKJ_1!1XXk15pe;3ZCbWd@p|;;;LX$H?+@P|9B%HzFx4IY62jsS
zMBp%3n1)MmZJP6bZJO+{%l6v^E%FeVDbwfU#t9IAwXw_b_T9;oH?P2|hlhRfg50}j
z>9-)(R7n>bxb>~$ZMuP3<?8jOH0wxwXj;-!jDJAX_2&iM;v~4{;c#B#lkNu*4a4z6
zS`sOqj%M=(B3IZyyc*^k4@vfJ^ks1|uXI$qqqjdSXrqVi=yHu7((dT((|j8}wb5~f
zt<aS&jgPy-w~wJsc>LMZjp5TRBHunJwc*V-;7tK9cZY8sE!yavyu*FCKvxC&EfTNW
zi4wOJ=%gMl#I*t{6$+T$73egwm#p6fHGdm^8@m&CY(5IV7w|Fs6M5%jZ{C@IBJc2{
z-D2H^0{<3er+uVo!*{EmY~q*UzeUk+bww?B-LXEH0zDKpH{N2yYd0@#^p5eNjD0Fo
zZ^MT3W_VuDp+A{kV+S{Y`x!Pi_^VSA`*QSUUVY>f6F849h9E1e_`;KpSU%lGx_@H{
zp2dcIp*U5Xt`$4(R?_*K5d5|~UmagnzE}C4Tgp$jb5E9GRK9w?W)~@&@9*Fw<=7$0
zv$s^x`I_%zzUKmSJB*ZN@JI8N=6(XM`CjFFK2+Qk!<86XXBj&2)o^^YmHEoP#E%EQ
zfnj?w9Q#}QoVVF$I(*arrc~TFgnzQ$o<o{Fq_P$GYi{<O{}uu+;vR&&zVOH2-!k1V
zU&<j|x?uGZo_yf(caNuM_uejsv&CM;+f?=4(eU>XAMq7ThR&qitGG%xW`UP??Z&L$
ztGJbG%o>=@ju5X#m!m~XlO}IR=i;f|!*3ir01l_Sn)^Nc)qH0<;B=Qe?tfuJ-kDA~
z9opJAb!zf&F#!CdJ8swDVU??BIgQ~ku`>-al<jgGobGa?$DHj~U+=Zpw`q@l_MKeN
z=x5(G3;i5yXBzz+y4>jJ*x?4NjN78U+iP-f(cYk&V+Yuvn^PAULnS-58iUiF#5dq(
zt-9O}r?=>jIyL#X832CPx_=82aJs7!_*t9IVl)Y-eR~@8@8*;R?X=Zf)c1QW{w?ZT
zh0;3f&Z47TXWdzJwCm)vMMwKiv@ANhn}QZS7Pe$R>eS@lVgO*+4g?^$jyez#*WrYC
z_)e4{8X-?!K}FxkWQ_g#V!CI(j-ot|)moJTu~7SR0&BD`C$Kz+a({xVtSM)xz;^Un
zA+ET3l%hi15J)vRmNQg-8$48bOCHeN$nu^Fr`@cU-&=ESR*MU4Dg{z)wdD+z)dmk$
z)G}sV7E7m7MGSJIVu-rp>QRg;X9EJg6C1Wuy)1dKRF;9JdY8&~xYW7LYK6Tu*Jic2
zB$jq^HEe)VA#Cta4S#I#P#tUVPzm!J6+_e&SC3*;>dKtvDpw{o7PvC7T-(Zg<N8$Q
z8<!@tS*^IY=Gv?lm#{K-xO$aAqrw%+AaTtqd4R>099VKT2N4mMJezd_NBdG17Ns&a
zSdTWxVU-_6gR|^8^Fc5#R+C#ClNYPWyO1&ZW=&wZk7S749)Fp9JTTl8(Epam*X3C>
zexulTQhW)Jb<XDwlh10VyZyDYvg?kVRVL?~v2L5$Z6R=)2OeWLd?5E|xEPM7=L2s3
z*XIR}u(A0wFMN79{Zfmc=k@FB#dtKS=QR0h__-d>@81_k*O&8;5{Nh7sl5je6j2%|
zO_Tx35M_a~M1MJ;98n%9PgDRZ5EX%nL?xgSOO_})qYw<^C<IcBq!3CmmO?PaXbRyJ
z<0%AGjHnP&F{VOL#i$BlHOth9t68Q-T+K2y8OSm<;%b(u5!YlNAg;-B5Z7cL#5Iho
z5!W!TMqI=88pO41uR&bPG7aL|>{-OMteYX{vTg=(Eg9=(5cd-VUcA1lCkJPky4Cti
z_kRP8Ifbd0bL0haLo_%vK`=uwHaI~;I506dI7BuvLN-M(GdM*;K|?`CK|UZnG&nRt
zFhejlI6*@=FflkdL^d%(HbpQqI7LE1LqSGCmnY=~Ie$xR6?GKH@i}wu^mVy?P)Z-%
zJ}4CW<k1!=g+dFILV2_l3Y1rYy26DfE;J!Ak@z4nabaRK@fde(aOK9GCdNeFQx`7W
z7)ac(AtDQ~%=fqX<jnkL?)>k}Zzf5S!djXnaRsizwIoThwVVp5ges_p5(gI(^Xb}z
z$?|>4ntvtfj5f1;yG~OI4uv$aawn9b1NtrfcT&eyKn+w{`n+2Es-T+V+L>yhXz7bD
zm9B#lX)kPot?XM5b(X%|spIOQ0X9H0G+O%qsM03b2%DhA+y)i2LK}2K**yOPOj?Up
zKftsFy3DgzN;g9{X%}effj-cWZilVrHGk-g9)H*d`n_KB(me%z&<{Id(7gUT1w*g{
zcEc#_GH-mWbQnfp4EC5eUr?|Y_OXmXrh~BGyse~k91g%FOqjQiD>wv);TTMrcRo~b
z1dhT9m^SZzs^B=xz-c&X-t$7iES!RQIAh-Xfr7Iz$I|rQF2FhSp+`y=;5=N0Me~tu
z3V$xbCAbDl=3{pi(BdL3F5ZOe<`cgtxB<&th&vwIcguWgMbm9qG5_{AHlqM$e(E1>
zQsr>YZG-Kw1$Y!eStB!_|4|3i=cojF8rA0K7ZuR)C<4WdlKIkr0_q)gKu@E=e7UHA
zK1U<8K$H0!&lFJGpwCf;R`WZmR8ZT{3x7d#q6^y1-_~=B4xrS*>k^yI-}zNRH_+$k
zg&y;F?<ml{qP9VEqR;$phXUFe)HZg(koo(o3Uo_!aoQQX&F_7zfOf_ROVb%tH1djm
z^gt;UjeS5nBX8&Z1_iV;4saSTSWwZ(EBdJ`rJ_MagNjC8(a+`-P|={GK}934=zr(K
z3aDsM(V&xY2J)VM(X5n;#%Zp`3l`_#toc`eDxCug9E-4E{`E}-R5a*rEWt(dZ+=oh
zMT73fb)bZ?474+D0o98YE}2-i%Ja3dK?-V}KA;&?KqXW`Uakl8I-|z?XV+9T|EojO
zIxDnhno3q!cuP~Q6+Z0ORA+_nXJ<6kTjB5bG&NXOabMGV%ZC2b)M(l451KYu_U3a<
zO_qJKL(@jf9<FL?w(R#ynp$8O^teZ159|efhsIz(jDw!<L70F;a2O_G3XZ^0I0n;j
o9A@AIoP=4+9u4Go^2u288l$4ZTbIG;1s@7FF*XV%B}Gq03KNq4umAu6

delta 42559
zcmbT+RZv}x+NNt90>Pc&?(PsIxD(tRg1ZDAxVyUs3GVLhF2UV`yTc~=*6M$)?&_+p
zeJ~HGnnxVm^Ln2#GUhOUPhm!rCHc63Q^&}`18V40L$Oh-sR(!*JvfLwmOK#UaaiKV
z<90mPXJTpe^~Rs-d%U|VCE~Vb+<(x4^Dv&9=#SG@i`46K8g!cc$h#5nVO4<ggkSD!
z(GArZHNR%$=XE`BvBhtG(N@OL_v)n-;TN&iRY3Mx5e)VO@YKyr1{dOylkzHt`}){K
z0fE`3JBVEjk6EJ2U!^nT!jxwlc^Vb5vnGO5yZM@t)&)8h`|?%QTb|5oE44!F7bRa^
z5a%Wx%YFpPhR&}#i*r7(RTZ)4Ei4S}U(yM$g*V7eneDe)x+(L|2c5pEHGm6k*GA6Z
zD;U&sDn3ot3aw6PeeAbe)YTvg^&`Kw29(md3x`<B#~f|Jq;v>XPfjP(Z@+X%+bh+?
z8?YQ3SJW^uy4@P`m+kUttodW_uu2`V<sotG@JUb=HJ6dYAD2gs5%_!{I^e}hSJRw^
zifP$&9Ap7)m!(uq`@P9n_YgwVrnss?Yhkw3e46Im5HJ1}JuR+w!u_V*3jgSJR+F?S
z5PAPF>$<8O3v6a%uTRSqEzLjwdQL})m`(&2yWcBw3j4Hp2i)kH7I_jH58h|@ZIZhv
z(&I<?_O=DPV(@pJQR8ClB$J7sVQGfmC6RJzZ@`)dc(NlRXwp|fa8y5Wupn_T(Dx5m
zgE$!Y1Sl9IOH$Vj7!}Z`AY-vCfYkP+I%)?w?)L3gv5Blo6XsrCbJA}}u-8IeZ%E1R
zaQ&=QH9x{aJUbq@_Ud*Fq2=t5%2c3hKcu;65WUIEP}Ikn)URG3lQh<ksN4E-w;~6z
z1cfd<j0{c)JZbj#Qal_ZJ<(2%>gaEvHJ%XQ)4g|ZaVv4xl>tn$Dj}|8Cvl3Lk$xyc
z4MK#h6xCNEk37~!X?vPy>4tua(3pK;2PMJqoVjH}uv$lxo7>j3d7vN*3yt%OuJ+Sw
z++;(#c-uhw>{6O1luS?|Od00rO(|tT6;eyt1}~sCtk6<gy)-~{8VTvj)Jt_lLeZ=`
zoMIaG35{e=1qujiwrO7&bKUQ=OIrMXIM(u3BB{>B!`Ll#Lz;0T5k(buJr?In$ASM)
zNe}+aNpK{fIUy(`1g-X_Ke~vtS4P|BGK5Id#?hMFXW8!&UD}OPb-FZ@De@^_yc9F#
zM+*<j*tz~^g^_^q1B>OXEyilto)Z|Wa@-W5r|OBcVi+_*TozfXC#RS!vpf2kUx`^L
z#b>DvN08uU#9*wfNub%_RDhbM%`!Wh*F?oe-bba6h&IIFABC1lS7D7h4ZuCc{RFEL
zgfr+0>sR`pZg^UM#aQ)K;X$}B`jLh5^71B~d613`;_2_qAZxmVw}Y;)R|O&GaIt+s
z&a{Koijxquj(S~5zRqf+qC_DGrD1L&InqwDs;MQq(3eiGopyM@NCfOrywugs53ers
zrx4rnwjC-Vn1=-=rd!AYsmVVi1%e@5L+wx>&d0UVpYBm)DEUgrju7l-AN&9lj#UL;
zh#nfSyYW<!=3Z!<U{JrN2FBfj2?!Ac1xOK$d~GAu1u1XD4#r>x4;vxHyOd=>ij+fn
zRM97;vAeqzXdKVcUx4KKIQ0(EhDKTYyWv>w4s49BhMqDbTxi5PWC|LnuKpQ&jikBN
z()2axD{F2lzOd#Vnai5(R1tL10z~~HT`yz8r>>t~d~^jB*HGcPT1P@Jb~7oFOmA()
z6oxkYdh-mvo37}njPA5S#;572qe2Um6=!fB@h@i4Z5hfh%>b@yg_Fd$L2=tkDNb!T
ze641+dzOy{NpGzfeBL9rGzj$w>!ZVZtBZzwZfelivWa+E4nk;k>IE708}SaZ3eoXH
zv?evmbh5$(SaqYmSs&02$snoAV6VodCdj^!ChNTaix`EG_2JY)qVGwcVx}pc?zJup
z6ljVB2-Iog2!ZN)`a%OLrgnI^J;6hvQ&>~q&P%f%6Rg)5#BU-;Zn4xqF_vDP6+<8R
z&>H1R6(gDAmLMY(3zRHsbrtTl5QrJuSN3m+NfGL?u98EOQKiRYjrwzXYKAIkObER&
z4|bupBfNJ^S*{MWBN_WCx2bE!OaNi$Ym*#`2&o?tY=8$|sjwWJc@->{LL2L{Pjl+_
z7$MtbEAm$<7A<zLT)ZDeli7L80_LWHUcw<RR+6l9gPE3ce#Lg9)-A@qY@5e)76m9D
z1ASYt10{KBS?yEUnUl+n9jL%zIRr*Ue<OHQQlKIDL(HJPtU`SVLz%}H*G5L}h!FaE
zFNxjToD8(IU(kAlC!+1)+~t%LUbLw3;g0*oua`wEm)Y!>O-{kC#<c8x)&#S|x#qvm
zr7sYvLx&#TRXvHE{1&DQ!&@gV7MJ+5?SeSDS75{&^R-}BA34Q@M*8EL%B*v|_ey)$
z%N)kwsLd%;v~G%l)rXk)k$m~Z0;q>h`iBkD-+Dj^igeGHtti4ObEZtMYBFUH3r!Ju
z@<i@z8EE2xK?;{fk3dlL12#bAru2UMW<#)(wp2rrg2U8erW8u6qYk<fIWx|A*x2nZ
zwb7hRt(Et(%oR;WrvpLuZTdGWKD$*t9BTF|1`dp${3C(|!DX5N=S4P4Sx>#LSbL)`
z(g1*DgDcy_b7)o^pQqyUwIM9RTAsJxK?qL`=~?oK2WCLAgXlDU?7H0J{Q6EXUZj8A
zzYtQ)j%TWyul1@Uv0<|MsRL*9MR7}lhn<0+&02`+i}<J63M8QakgvJf#K_w(>#GK#
z^4oPT39*tWx(jO1kL5;Mt4jXU;?XqhMFInyV}^@C;){^GLbXTKP#9I_!^mNrvvoq|
zoVZi<gPpVW5tp2Ys-rdP&BjID^pNw5{8DpWE7?S!uBtf7f-h(4P8=UG-JcJf!f*C1
zEp>O~MtnYFG`~F7-}e80!t}DFvHJTPl{7~OjseEX_<xTcgG2)uc4e;s!L**dCE3?+
zBR}aHF1%h47*vcjop4+FbZ+%Rh!GJdc6kUSSnS2HT!G&CHE)~FJIrH!VN=-%dH-+e
zU<*bX(aU-K9ON(GY+yrsgSJAY&j#HVL>6eR#67T3$;+;_o<B+fTpv1UY45LHFIEoH
zUZ*aw)xfZKvq=xvQH0Rr{H26Ip&y0p6SU@M-lK;>(e@s_wFKP}{V6HPVA6`fa-z6~
zxZfkK$+zWC1erAlgn;bR{}w&?{(~{B!4?VVXy1}l5cv``mvZXt6lQ<Fe3gR@nn!@C
zr0_~G!rCrl=QM%L$%}>B*XBuch!f$|f<#v3qi@97u)4O2%ay$|!D!22{ypt)e2$@p
zObZNUtd!6GIf4%%KDZEtP!FZacn9!UB2Dv8kJ|+-c!sa;%5oHI<C`Ax5ItAa<a)1a
zk;5xoY})?ib~@{r_mt2zgzh{QP)-2XPlUhGt8Dludfd8?EU@p<!-Xa2G;Tz9*9@{T
zF|ItlW+LD(1$UzuiJWL83SFX|k>#=-=AxhyA2!0MS^SAXk&76vVbV1L5qcd9mY@>g
z`YnGSg$PBu!eY<}EjPFlvQ${yBlbo7FwWD1+*R`@x>9x&ZK4DcpstyuI3+G^-Q(*j
z{}|l@mP%adu~dm2*s+)AI@Of<L$Wx(zGF4s!0x+}V&qiJQb3Sm!EB~o#L(;atOY3!
zJT#_ArdFnLtn)xl@|+%)-U=ExV)CTm9Vo+K!fjK$t6)n}EW>!aghgiuM)C;ZrQdQ3
zM$T~aaRqv!OVvHw06><gAs=?|P5ffo5^=}enge`s_)K(`Zp?NO#^2gD_lsYoHF#kT
z_9HTxjuX|C5{X4MCXSK}F<3JlYAL*-jXKY&9wXYy7^Bh_(Pq$YOAKg$CdnR+lbGNy
zE1x9gU*x9A1z0gw*;SPKC;EMN%cSv%6%G2O<pD=&qdfzS01?MRBjVhLkoEP;DO2Ph
z&wSP^d|oXF5J@Trkt^uf>fm$glW!Y8bCS{LRDMtffz<H?c1RI@*>Dx*2CI{<Lv2UZ
zfr!I0#Xj%W4Ngkh>?LL%Q%S~Z9pDw3B5bhn1e_q5ua><&?obq{seU2dtwyG9nI$y*
z704u;i%?J91+dbRy~3cBU~D&0S`6+uEKvJ0PaSyE;|1fAWUXvo^5FgysCcL;{?<oO
z0UZTnVm6n`-6Uw4W>UBD*u>*qcAoAS$2`-r(5p-Vxm_1)GnQw{^5$gwm?T?xfn{E!
zoeXkPKlugAf7(UOJ#HPMJ47s79S;G~X(#N7%r5+#9@vU+VaYC#<T6Lca%x$D4eB%G
z^_=yA?5e13AFypj#M+YGkUkrRmIG*o)s2p&ziZf{-Syo4e5-r@NZ0bV-n9ZyX4V>B
zZFwGL#uNM33ckQzd`mygE3ps_<h%#Xhg7)XVBjYIVytAxVJA$lxljauJD{E5%0lua
z6!t=fucJ=NcVU7q1xO-qN|GmSSNErJ1xp|7T(UY|E>!H6OnSH<{taGMR_OUf)qe-i
z%!vb5)$94-F8rp@$uevIpWr>gR{srNGdjcDKf$A5`4c?0|1)^A|D`;Xe<@Gxf0U;d
zV>M@Y@;}OpB0wA){H(vz^DpJ;{x9X(zbns7_B8Upl-EY_zbOyruky_PDz9nE<saoK
z{8b*we<+W;sklHrVVyyiTl)h!7hOBLU+WAyVQeXGW1#e!+;GK}$5PXwr^k4%-!s<{
zk(W0o1ZWIrG;BAQ31rSJK^})8VPPBwA*3oBXtoN~sg|;UqA?7#RM}*g>NQ}fBD4Pj
zySl|av_d0OeC!+#y?)yeYlpkCAevr^1@TEPOkFwt?#h7u<KC)s^ZjTE0>{u@q{W``
z-{5&&r1%^|7d|f1X8rHMQ<r%UURP@tbWaWQpWuauj{Xxo6?g{^v={a0wzQ;|Vjwv_
zsQHJY5$UgGvh;FDM0#!77i`FxFaRL{af5j!w5_a%qlQ_{<u*BjU>>wB&Uj#d1xdsz
z)w~dwb2mMX{ylg&HH*dn8NBI#ln3{}lt=kTd5x$<7ZSH50dlt&O*=CAD)K&j)r~T~
zz~EAIdZ>nhJtoGe?{v_pRW=paNFjWh{=Fu9>VDagMDY&|^QUE*A<Q7Lx)COBg_d*M
z;rJz%a;C+sK=nGu8A0T2te#KX;h+^EhA7;;LeI_Bga-B@;?|6TFwBwjOi_bw{!F6S
zsz0sRp9~eG96!CRvZbv0-u$3Sp0fJ230!obNYNFET(kW6ZdMO%&(@IUW4Yr(@;kAh
z(Gubd59ik$L9qs(nMt&lU=*9Bc+=t-wnaG{C0SyyrT5}}crPByzl&!Ob8hfZZY;1l
z75wnKSpi80NxlW0nEwMu0ad^KrxjXBwdK(I{qGwoW6#T^mdYIfv|R&0ueEN3&)3hU
z-rUc4>@5E5ni3%zM!0(fw*A|;MTADJ?hD0kxww?Y!G!NCv>e+5Ekgsb9GCFV)w^Cq
zDhZg<s2?OoBeOJwN{k^tqd{{#8X#|bllt29>bpla#tu`2KzD9?ZY%2L3)?4yb6!W$
zETmF?Xw82SNyFKp)O45yBxbu*$dUu|dkF*$<_t=Er&HV8Ys-i!QR@&)XMBD!Uk>5X
z1D(UL*Qxv^ZYs|gZk3cwQYG`VL-5qAtR<ia3@4zL{`)^(u=L#Sv>jF@AHT=!YF<&M
zejAf{&z?$Q)p^|^y_S!&rYYe^FfPv0wh?P^vc6mkl>qzv&~RozOJM}YhF`X+gquxy
z_-l1%(emyl&me(en<8W;M91{w&;AQ2gW!^f6l?1PZR&Upj1)ffObpx)?VM-N6}xP;
z$FGQR4sT1}rz6Kk5F^smF^PV_|5gp=-*zO>UT0+P?24kKi!SbPpJGC$&JS$~A+eup
zY<yQ<X3JmY8NMs8N<8+yw?%8^QSp!Rns6}ZkfK~;U^BEb0%Tur%REq1&ni|l$#6$}
z!dQ^`_|T1aUDD!=^=ywxLw`=XtE@$JXMMb%I>I_SgZ|Y%n3)LfPV4xT|Lr8A<xE!*
zRAlI%>UnU!SC56||7Z0sjv+k%ecS%ORc~eu4J`z*4?Sfq?xuXCUVSP0o{?Ny<FLsC
z{x9=b|1j@i<)CG4>ViuRjOq{bR+0bBJU4Lr3@zoE(%~~qii~oIxO9y5P{FlBSR@G*
z1T7)*Gm6~>SH6>#Yd*ejQ-ZJQH%R;fxW3-vxZ;qTxHZ1=zoVwon4)JS;Qo_&KmU_?
z1y^1H@60ngO(0ix<{9?;Z{`*Dl~NBsxiWo%y0Yfc_SjPnO51TCV7p=tAI0yM@3<co
zxb;(fu}qwJKf?dqwx0jKZA%MK-*4Ns3BOHsY*a>oR#ap!J(d2;0%u7e7hmWr?cmzj
zh?g=TJuIX>O~s6Ie1amo;0v8ZpZFT?d)UVx)D3NmZQZvvznP|vUCQG=+K+hTy*5<6
z?O+|8%Pv!=h>&hSE`dpE%p9?3sT_tn1uaTfv+)f~#O?4e^Y#P&n|Uk$+_v5SdE2g#
z3j#(~+Oi^aOigfbChxcH9{VJk&+bg%7~?bDr?IQ~8&YKjy1JK>f}OCQyro?%yr0_N
zIgKSxuose#<$6jrnh&#s?ZP)B?E1YIdYL}pWfFO5t0OTr36pYQ2|-|s9VLqyeeTA}
z3on^vPkUkdN!A?kdYU?F-Q_loHhRE*d=A{}hU8<+5<g-qw6ZRPH>EC*39w(bAUjDZ
zzMr-^c<Fyn+fFmn(D&1p<L_ykdd&a-SUpgAcd#(C(67r-w12MJdO;w~|78Dehw!xX
zU&<o~1QxIY@jiy|gV+33p1RG7I?!MWnf+IJpUvR+|0wT}Bx`q9g_SA@rH*GD5NG+K
zH%5Xtq*0&)>f|dS9q_Sen?IwU_7t=R-4e=1dIA@Uuz{c&sLLn0ffSV<_*S5%sX?||
zjX}LMOUSX9n)Z+I{sIqp7oH(x;(YB*z7@J)N|BR58bWVYjNGa1130@%_QJFJT+LS0
zf?r>-x<*}rthM|>fjayoV1}qi!b@>-J#l@?bJU!0d;vDnu=ka9A~|j2nxRbAu*+gb
z`yS$5cmh}uV0LQmNvlvxp?&kEu*Q<;>faiFWFfD)rQ54onFGb~B&P2-?TC;|G=D#L
zA*>dxSN_dR`1V*2lIju5%Vk=7VqY8)dZrd`LOZAX%Rix8e-GXMca5k&q2tlS6fF1?
zI{E(!-ROUZZrUmx@w*#~jR`M7wjG~1ZPvT)5;2GLRVD2ZDO0o}!pwvFe8mG~%g4V^
z08c9IAI9!fPs>muMf&<uU<k58t1q9XhL{;Sol*Lf4nEVIiEW-i|2=3qpe=Qc{&moD
z*WUKOJTMr|NNWC5y1vig=wQt3{|v2jiR(5qj7S6PcdGYHF)9=L1R;LC;FDHhA3n@W
z!hj;G9~EFce2tA~esvqKYO&5Y&4VGr#~DaETXe}vXE6Rj7_OCB*@kQjf!mQCfE;66
z96-#wi}wACh7bmY4PgKHjRaDpTf|Oe$@e&|9Kn?=)jw>0?J#rqw~g>{$Xh<()w6p2
zJEw4>km4I=G_p7qG}(}&Agi)83OyU72V+JY;?xhDt2HzZxvdxoyohDqJ&D>7F)(4)
zde^BvWtZOt%s6S*^GiqH{b9G!;}WvQj>VwtF@V(e?oKgWQ>dl0^Xk*b*36V~cUHI#
zwT_QcT1yoLxAh!W4tPRJ{Un_LJYn&Q8=~MniT}PLtvX@3sgJlvG%Q$(r~y@qGE5~H
zvo*qOd0`q-r*y(rWI0$W_2<SKtIH&-c8w+VNU9Gzv#H9Xin!d0cdj;ROJ4;?rsHWC
z)E69PxD6cm@6zQJQd;YsHp|4BvY{mMrJt<@)3WQ2F1x>b4ETvxI{I@0I1tS&M4qOY
z^k*jGYeB!7h9z7QSawVs>g=0k*5<QpSnx^rG}lw9ceqA)P+^*tqczVhtS?}Sjf!r@
zRZ6DmtxpYI(K2h`%0qJ1Q_1Ot-nTuz&Tq`{PF}W)HE=^87*nf0Ldj)+zZMlRE@;&~
zdA9YmQ!V%@yRwXhCWl7_;8m@E&v3tp<jj)>Jsq)A5`&@zSoH4K!Rl|ef|ocQ9hn7D
z6Y<>bCpCSeEFZ5v48GLf7XDniO&s^)aHu$!DQKdXK}VQw*4#ICMU9s+UKyfpZLZDA
zSo<z{&(?xEspI#7RB&z1Na;{BmH=B-(2;?~BkIF?XfFYK0R+<pkaw8dfWjAjSGD)G
z1_6E^V`P$_9YI{@ta*s=S8Y9F#5caq^;yBm@~8ZTYc7Q|1l1`9vAtJ;k4-_#FRjR#
zlG@bvgO5EFqI>rsJh<p7<Y|H`$T<qncU$R_%uPK;dOo+S53#H=WIBQY+@BiIQ019Z
zmF9QBh|wijx$Z<?`HoX~ZyFfLt(A}m&aRFeHYv_5SJT){FSdgwG9gkf=dYS6ts1W5
z%t~vDF77I>R-Mx`LUz6$M~@?B*C~NCyg$YGgaXFM{Fe<$ZJglHz?p8B7<Q35e#cx6
zOe*^-cQ&FF?={g8R9_;VQ~j)jecSULPiQ<Hm!y@AX+5ZC<%3fz!`e$E8VOwY;GNtr
z9k^d$^}xnQk}nSC0mLh|?}rjI*%bx<>hg6(9U9sPAe2Ude(-g6caq*p;=X3y=J%ME
z7rYGD1^+hWX<$+ipfW)rm)Yi%?45%fPa4NnrNkuBSc_(>&rGr~rQDX8@2VZq4<=kY
z^jmWw?yG0o<4<b!fHfJF`Gy*!UMEM6N5+SXXlM8OZ01yuNj0j|c%NjAp`m1l;gs8@
zR_aUYw0tsHVX6=dX;y7=<=t<-UYt#mmpuHckZ=d4v;m>yK*W}K%&xL_d7%^27CZIJ
z%9v^Rn;G6OE|MuEC7X}2lGwFH&U|LU@`%B|8F7gGA`I2PCkCX!z*amHp3v-xWsdAS
zQY@mn-f^#L+-W#g1O(qIDeBbSMR=FWy5nn*4I;i(n^j-K9cE><QY$B*Kg>sSH<BN)
zVyojP9L?)r0g2-kdHZ1=iF1)%-botdCAD6^hvGc;3fDLnhpJ)2;l9xc@Ag~yP~LPo
zXay69I57!sfNo_&2lqmfz?jOU5Y3=Nt-%f+<-!Swk;*ctpv&jcUMkJvoZogh1*MG%
zp^=XmGv4kQa$6y`N$;Df7j)4%O^NQc=c#^|9m+k!0$7XLLNuu-PqHD6zwo5h(}Xh(
zH!|Bb@My=7SgkgVsgJ<pS6MuOdoAa-t+OD6M)0J1cDaX6VSOR&u$S=MQ>^dHX7pGv
zlJvq1v~hP`k^X(aOT(1w(Vh$=k+JWFzs(vsr(!Z-yd9a>?=HJMMJZ9|2%$E(6M_#Y
zO^_tB0C3Q}3}_KTOYP&u+#{GrrOhXXxejOjt}HSR9lnBxUt0U(WsO|yU&vEl+bP4?
zB7+2ov)rW}4|eQ~C_8=hV?wJ`?6P5Zh6apjQ)vgW!Z>)R^(BV$xo#>adHZ*KdJIyj
zEkC`z$ltqdmt-Ab9_^O0d_)RM7|7V7)xP~529!v{G>-H?z~8T#WOX-LMXg>(envwt
zm6n;aV0Jh#Y5?`lt+uc5XQNs)IveSvEo(s~H}5_{aOxsInemeKh>@~RY)JrxAJ$t?
zXDA+YQXTckkh5?U+zY3wtP%T+7AE<%%)sE|oJJOIXeWH%vI1%t?JFWQ$rALi2N%W#
zK43#Q+mc1&4-b3+t)!64V909gg0uZrB4SLtmIprW9@|zzpz|QS63gonW7;4sg!FjM
zJmuPm^3sj=31vSU97MxpE}B<_Y+V7w9*p5Kz`_^isuJcS42YL}ccL!`idJuAQzTWt
z0)sWjCVoL){j-gY-{v%XPncFl=I7u<YM>u!1|lcxXvX3bOlip8Swj5)r5Q>F6*syJ
z0z?6lQsue-gVljRI15wyfY3fQ^0&SZKB(W%`2toi?yVW!7&+!H6dDo7*r`P6pyay8
zGdWnDFHX?vy>L;YBDZWkj=Q6ilYNnSAcLxrD!qEVrbj-b7}rPMJ8>rc+}raPeggQZ
zp0d9gOXUQ8uXMiY%SOQ!DN^Lc$Q{Xxlj6d-%SsNKM7ryJB-kj67-uT#fZD0AT<(#S
zMy6vlrmK5A2;2Q^2?l{{T?an)3txRs4s_Q>tKH6(mp+J}pZQLrhUy|`nda=Cw*Y5G
zkM?Kf805|)I0=hZj}$k06<J!Ky$ImXti+~PNvfK$1-zN<w3ilHO%2f98?lK#aa$pg
zlIf`SC|^5CT(ti%a;!7wgYjhqv&qNwitX^A%6dF4p;@5z{~Wxg4a5IEYuD*2WNM1J
zvhkKTnu^~&h9U9QGu&@zuzzfT@3=$Cd8^Tb{CdOCV8iYL^W_&3JFKy_kwcP-AUHx2
zt@`^l$MnyJ^&eRd{+}!pB3k?_%cy^|T=O@}mRypSHWCf*S*D5|Xxa9BJ|z_`hap+#
zH`FBAfZ=@gp$Uf>`-vWE+e2k5GaNsf_2Rfc*}<+LPx?$%F77H)pR|UUF`ekoZ}F0|
zHvCjL8IStLqO;-l2zV`=4(%*nH6Wof#{0z@F;gV|c}$rIW-V>9L(E;FTEkjVGNtAn
zY+e1h^m(YLUG_yGfwpJHSY>|UZ<u)=IUnqjoHbnpjafmns}xqKz?te|<Cym2Sx)L)
zwRe=+rKHe;6;L>mO`FAwhbtgnZ0%BZ8obJ2IkNMr&;aUG)=(0WL{+Dz)cL;P<)Ukg
zq&%kALMOd_`VdUPn|{Kd@q%IIR&jwaH{L}EHOS13cC>I4)wXbgoB3HkJo}zU9UfxK
z$=r!;bP6>sbi(%Pkft)thf8jAkfZ0!Cccb7JZ$Q+%V2nsyj<0&<`-8JpV2Eo&p>35
zlZ@oq&jC1=Yts*&wH`4O)k{oRl?o$9Df42PyhGo-4$I;)Xp1`=Z5slLTJ6LLB|Xod
z%cA)+2zx>72*HK70+AtV3r3?4QG_f%?8q>Iu<>ELT@-rb7+=)p&U<&v@a$Jw;uF)T
z({@AB^XJdZ#~5?VjWENjmW8n|)kic4FH@+#i~zZhWtS@oJ_QhTl&DK)>nDGnDGv9h
zMa_^MQucp3+NMi=Ic{Xnt%2b<(BQZXDr-zUOCYc@ee(`L&tvij@j8ip_*G~g_F3O;
z-bmc*Q^A?r!!qsf15z5MSdYv<ZFX{3*=3DXrns6KZ7%p4Ykmk***he5z3ip;n5^Ro
zL@#LT8ZPQ#INxhf;y`<Uk5hI^)Ge$2-5k|Ep2IN?n5919Nuwuyr*pH~S%xasBA;2W
z7&ZvFBH|q0$M?iTaO=g9<k3?@Ff0wlEdqOh05zb+5s7AEN2w%u>LIl49E!C!Ly*yC
z1u?V_;z=oh9q8}oM{B=*kUY)|n=_~fnBZ-rlqVlt6Y1UR#+4-?-bA)D3y`$FW%+$;
z>11r{gn>jTF;evTREu@#iAhXJP17)J2964!+X_26?dH%WEF-X%OV9bkbBQ5@p>b%}
zpp7M45c||=C5*?uipr#YxR5QC&>@NHTtCc>QX?T(qpugM*r`JN82wMB$IE~a5sbGW
zKjbs$VP4#@ds%(L*~2Uv2#m8Fd0}#~@x+OB1D1BX*<5A}_eXhm-XWDwp(lmGnz5Ml
zC{_ck5IKkps2TpZ$Cw4bqB)`IK_;0?0(YpWUBy5LKeP@eS;G*Iz7R7Kg51k~z=O0Q
zZ4Ab9z*7v**I8Nf&y*LlTAl`+3UYkX^%d0%2ky3hhBEcCc5QXmar1tGoHuijXL>1y
zj}$fxjYy?{22+HgR{NguXf;UGug!G7&DSB>t8OQ-0fFBtr@z44{wW-PRHm*2?Nq2n
zCiH7qSDbD2H~5ICdwk4DFC3Jpz^zK)Uy-)>8|m&I=jjnT0L7SF=$SixM9INHAonFJ
zzHOnpI)74#SFPpAUj9QQ@hlMr+|=&WP(E(hQ$<V5B+|q`k(OmF$^x_3{B@#FRuGJl
zT%D*vch@(}^9urobHyAwwJL(3!|$bk_ft~Efbm_S{2pHgI~gDE?J!S!v|@xAW1`Zp
z0??-WL16IXU8O`Jas5s~juuMJM`d^n+QA3Wi;gGropzX?<p<ly9zXxx==zczbWcTv
z<D~fT@uaZ<2_#WHRkz=m4<)LXgZ%A$E_q*m`5hc9-46xPR-{d2L?-(5wPE^5Kg`WM
zn{TdX+c9G=Ha?sOPkbBFz)hM6@Vc*Af@yYof(sv_j!oJ$0!K@N*Zp&Y{=;TKP0C@J
z9jSd^bwhkim=VLKAnu|!WTt?HZ&rl@n&V^=#h4{wF#gBZ<GPEWcPynMB1b(>#*kpQ
zMOBNM#}f#46M6Xay{}cRH=W)S<~SoUYoQ8dH+*3y8<irn=fy~y%$vHDV9a@8Bk?ZV
zVmkNPaz5P$VE$1iBjxH(pn*SyHviskb7OS9b?~_t;^X_)hAk74A1cwEpYIKq_n|4A
z{&yeg*pWFS8e#5oX}jHL>^Y8~S;eug2inHQo-7hjT4FAKa(P*IW({^2N}{MBI5d43
z%t(qfT-f%qTr)ap4I(<makauelw@`hA^kN!il3z?5h?a1y!Q8t0b4L`EXkbQuX&sb
zMy|?9VRqUd8zUt7UD&X;01as8)9CN-a)$XUXBGB;%bCzmbD;X17LEfME%QlmNqIDi
zH>u)KvYO&@&#Ad?ug+8l4*8_0pw*n<6R3KIGcBuJG{LL!w$UEubVtW`<zi}@%U!|W
zda2nnfT^CV61|3>j3#$SWFo_*gbEMTXBG35(V5453c1UWEVnZwiW+K0`V})GYMWJz
zU<JfX0P<l5IS`AGeh?(4Q4a#NjEcpGS1fqUr<KO-ON2`x!YkUln@?5V-TduwgPt}G
z%80B+owIXp-*H99C`ERrTDs@!QLe~x!Nne6`n1#RuBOzXocZqN_`hyGN&3gl7j7=R
z6jGs^OV74`dyG8g;Rm$c@H%A{57sp0JMOzd7E5Q9l?JSVAR7(iDN$`D^;HxfCvXsl
z&brTq27ojPybL2U;-ROIkmy<U218}pZ8bV$zEpKpR!IdqJkSEp2Z*~{p!6>2r?>hq
z2jI&TC+AB`X>rZ7TZ}TtYVdFR!}(Q-)IBfA&9n5M5#knnwHQ?8u@_kj##Nnmy1_$*
ze7ViP_VVPjXh3_=FbxZ~1<(g68XXO%D1ARxae9ljUiMt>3;7UIB`tSv%Ie&0`al^=
zpZY-0DCsY+{E`cph~m?10lcb`W#$8k$n**v8&iJN$nrU+prQ7bHl32IuNdiqDI^N8
z;AIDp2B*{xP0I)$_DrMLzxSC#!5UREwdjhRQR?XC11cLxhmdxqL`$tMYF2z)$)b6_
zm>+Zc(Y^Oph*mjV7X77NMBva0GTbq4Z{CDr{6B%N^8ynC1*|FOLn8_+?-@bYaUYyP
zy)<`(;JlezVj?QAz;l@I>$)rV&v<^6O-Z>xi=9<H>n@vr#SW_ojy~ZX65R}gta#6~
zD#C*E5UaqF-<&W-4&ieI)jY*`03V2Hin8Y=T7rkf-%Kx*e;^)pMux!#X;<xzeYZ63
zYmn9e8Zb3~;kzs!@VkgEKC#Z0Qk_DrfBx`d-n7ENKbbtax$)HKz6XiAl9>@va(yB-
zmJCO+)YxbdT$-pzZxi%RY&`(WrPr2V`Bd3p76TDPcB88W&AD$oNas4+rno2H7IAEz
z3d%~DARq(J!t{7+gvs({g#sVGZ`1bpOV&H40c0A;r&grOS8tiZq)(*7wD1@19Sn+N
zW8k<aZ$FMzMuro=++FCM{65kl;|!HYtWpz5ijp1QRa^1YI|~bJq?lhvvaxdX&Grh7
zUJhK9EfvO`0@I#XDA~=ay40}*`}iJeOjg5B{9cRa86z(A69dL?1FCy`2kcaQjy#8+
zz+hFdC<m4#wWXrBmY0E%uZ7yBBC@9avix|6d|)v-#^_+5#%0Ibr2TsKEc4+uhKK#9
zJkLyaEK;(>k{mQoRfW>`P}A>??aRN1TG{P4#X}m$W&T-vn{8QlCG^zd&vU;hbsY`@
zH9R`-FpCPXl*^jJhnvxkGdo6{UyTnKvmq}vMr4sABsng?pk{*g8%WxLfYzT-Q~le}
z0G9Uq+kWS59llY_@+`bwB|=|Wt(u(#@Dslu2+hNX(((MZ{28}n^6;;1Bi+*O527XT
zqg)1_3b53XMB9OWXVFe%+h=g1|AWv+|3l~|!j|ls9L1&B^KWJRvwrD#Ule4YC%yxL
z%e#y1tJ_00c`pAKK`;DU(B(Cc!(&EDy7~A@WF?F(qr;EpiQ$cr)}jOy{HJl&`}CCI
z<RGjnp*;G81uFK;d+GKCZLBt-t-~f}As=I;wxCdDk|dN}#iJ2@N=Q2{DydhzBY}Q}
zBGYM@NGx@oxm`C6OcLw7=^lD9!)Li8fpKjV2H&j+K?N#5v^f<Dc$8t#uXrjXq_!vG
z7@0<!Ac7kSx<5R-o`)45Vy(H{Nh@?HG)r{Ce*Xcq>2TO>j{ZBK<%CKg4*vi;@h_k;
z{{VVj>jy&d2WA=3L@{8uS@~CM-_=vm196sd9SLK0e&Qf?S(f`XX_o6G&j63QijVE4
zHQZO%lSqMhxBUlAdVskL4ZN2On-GN~oG_csI8a*kz<`F(Cd@}^+b?GyfGzrpAxC2l
zf6vqA0yVPNRTI0*thI5e$ZZ9$UT{@QJ7YW7Y}#g}>Pj=~Sq&WMV)WSr>?gu1k(mmn
zOv*lvAsB`;mrJi?$f_FoF`ae}@Ngo|Y^#LGlB{H#tqz_oY$bMJdacB~;=|L38p0qv
z_d{OM5ENUTei)e{|8kjD>9HQR4po%5{r(o;rJVt>u+!3sS;7pb%BM`Zf_b{gSS6_-
zZ!%f@PHWvcFEs!*IpFgxYG^;v!McfZ#%`FCiuMglG0Sva&7VF)udYKXrp0hG%?_a@
z4PD=fsF&J(jyJe$nkb@gc%WrPlkBYQ?NdACl!v?o5#_*0ARfd@1HVU1(NdrvGn9#x
zG>|@J;+j#~{H3-T)V;u~>$BRb#_%n}So})uC7oe(8ZfTtZ~7f90W2n0Qh}&0?(4lo
zTqS2-`F97-RsC$0NyNI0iugoSQo2HwC*x+yJai=RzHES?vdOypRc}P!+I5h&Pm(8%
zoQ!)z7&k7IK(h+(<c@f>j~B90lRK!=+D=dZV$xff_!pe(_`K7=Ina38`X|(%{Ucv1
z0nrPp)i)iD2465X*x?ld)cXP^q(}cO8fo7(#V^Qdye{)RZb4B#<6pywH9Qpkm-fFp
zFX>qVA}hJAw#fP%!a|JSIXI^5Oc4S7Q1~i`5F`){gE=Jr_nkuzL;-B#GXE18oC61(
zqaa9oQV*0L2d>sm`1{V`X2alBE+khB<ked(IriuHWauku7FL{&zEF!M%|XCnF9a3c
z5mv@AMp57C*7-{*H5@3}a&0t!k?-pEJ8K|{!*=P@t7@TTs3Hy)YgEbZdcty++HMhi
z>rPfd-0yC?s@G>RFX<yqKQ<HEM$=8*JSZf(Euus~ytBqKKviTkpxKa52fL*KD$_7_
z5JH(hi9B=To+vq71<OD4e{e4}F%HWKGOcvJ+s#J8RWBMarTv~Xp-aD`wgN<-jU;_1
zpMN7HSw6tZctnzDk{NBY3?<5i3@pu8xvO3kdi*6jj;3~3EA_7EEIukA?=oU|A+P$)
zkj{a?I}L@PpzV@x?^nGcRyY}eUT^l5o{yQi=d*{b{Ck{N^~!_)#2J%z$hGi(-K)3B
zM#Wt5`T~Y;Dq^Z#_LFoh%BQ8t(snv3XC+C|{gS;aDj1SVo6i>lua9*er-e4-t3`|_
zf{t#)&s#!?3uDmgK_i`8Yhm66yw{|<v@drcTGFEI)_f6L&#a5p+lZIq2T%OZR%tCA
zAT?bQy#GAOSulTJIT-)_YT|z=TJ0Z2-!GE?Ul3h1nYb!y%@XGa0j73L@7&=T9lnAj
z>gCbL{<qPns#wUWiZp1Ofr=Zc@l+}8j}Ku&Z;RspQZ)RcR`UVRKZ+L0NC?w59S#BB
zuo-OG+J4o$v%1v*P)wjgT$B=`iUvOoVr|W+Hu_D!l;@7PF-crC<9vh+KA<nLS&a+-
zy*$gHJjBbZ{ms~u=Z~WA{1Ee8mTQ+A;i&UIfJ7v0$zlipOi2I8RhVv8F=iK|x=2d*
zl~7V*MKAY)_9t}*%5_hlYwY?{9W}7xjS%=A=~>E1v_FwH(82_Nk937LV&Hw&yiZ08
zsSd>4C*L0mP;|u!GC0Ju;JMtRP=g!eRkXY#-E<HE`(Clm=vOQgyAI8<$04n*8P;X4
zbg2tpgn5doDwdu^1yl<0;KopQf`CQNl!u7x3OSvG;^9ya*BI{P_x%~bQNvFNo7bC3
z96!t34fBYdixiAX&>+96UAx+m;Jc9eChN>x0=C_~ijjLcj`zMlZ#;-a^W*7<f^Nlr
zL<;#NiZq$ZEY$Dd{|k3eVk*wugVFK)KUNOS_mu-DI$_jg6KsKC#_nj4IitWhC9q^(
zB&=R$du$509g?}LF7hhjZBWXl5`-J}cV1#}`SUWN@z%}2MLI22pv6%Sd}`sMow4vY
zWb4T~>zyb~JF;~eeyy2TWVk<(2H|t=^4Jin8+%_l)`Z2q2nuX?F8-_>lr+c^e6rI1
zKgOH!O6+k4%&D$QQk+EcNav=J^+Mu!&X>c0M?@*mn##UEh=zEPP?=Nrsu?U^wib1g
zZFb<3m{~a^eAZ^H!#1M}oM-NHVt(B&pvB-klVW<9{ic+(?1Awcj!aK&%b?WpecosS
zFZ>iHifj}-2KpSOMNgHq*F-Ny!bINCm~K{VYuS3PxM`7D(RtdWHcD<W6TMgU$OX_!
zPpcRH6Y2TJ_eeJ^7H+(deV2yj&8gIPvZS_&BYQlr@<$FG9*$sM`VmAPhYMw5*4D0<
z3srkp1czXjbnCDMXJ!9c^W@r8KF}S{u~MRZzE2wSp-~jo=#&|f&r<%5NQ0_aSvovN
z;|LD~r!nW(3|p|t1qXszEeb$+#hH5%(JN4N*`bu&-I^uz0q2A(>NrcEro;KquCWgD
zW%rWwlMF3;1+le+4iE1#*$jv=q5>*jz}~59fm#-4Qa?zxvC7SmqS7T9Bq7B)@p>as
zFe74^fEws|8A>8rYs`i%{|<LS@F2qD*%z^&dG&|tw{<x$>3UKcg#a|7i8VUON475J
z-W&R2Hkf1Z(bLcyDKxVXdSnYWjoVJmKf6Z$Q`<yYe+tp}8zM*X(T6SUb2#4bN!{h&
zpC`iv!)<RIsaC*S;mZUy5k)tR25@i)F0`3(Uw-}d@*y&ar-1>iXerupm~m$$1iNC;
z3gK51v*7hd7BFCLg_lIDgUpzqw$zf!kpOZ2wEa-oHxK3pHw@D80eAmPWZ$alsTCLc
z`>>&FWc3M;sK_Ozad~HTs1b`;LvK*S{04z}OJfgR?Q@+}TUA7dm-*ZHE>F_?TaGV&
z??v`WBPZl_#_=W^2*mHvqx@MZljm^b6Z7G8lLqpAdj?$Kchg~vi_EM0!nMllpmo~^
zo6c0s7cn-FJ!CjUpCqjrBP1=ught#I6plyUy}Un0q4e(MJNNftV>4&vDrz9fS}7Te
zh?^hX>ymHeXfLlc&sfjy%!yFZ>xQ)><-rDw6C2)g#RI=@|LPByJ#z@&?i<XJ-=LaD
zB)tC?xuMh++^z_jksX#n+SvM=qbV~X6AL37W0Gw(1UdvOD+ha0OaVA0a0{sv54Q{j
z>qkhpN+jgsBI)Ai*faTA$j`BmRXk{#F2di@&(TFZ$a@F-ZtZOT<>gIdzf?Ue<*58<
zeBUQjS|meac4Z2Ua`ynl#K6#G7dn`xxTK~ETuq%TSzUcGrl^Ruw9C2kZ78OQ)rX$Y
zLJazqpSD-qn_Mqgx*Osnz@+5p2r}5T1p12;#B$}?lJ~i^6vSCYrTq<?yZIcPRC=X!
z3^a5Ugi8#X5GF)&Wol@qZ)qC#<L1M<97q{9o_9o4RL}*3i+9oI$-br0UeIh)uzIj1
zA*?a!W02pGCi4Q7`@ok;SPh>p*=JhX)6>&Y@>@a^F-$3aZc*<RfbAD-HWUP?_KNqO
zw=NlYy!5fpTYP`GFyv%qHPlO)yh|-eOIjlcD3VV`9rh$Bgq@ueBXlze;W3DlI;3|s
z>g1-4VL%5w7U&x*bZ7tQtxY4)3P4sn-;XTzj*d>P4fS@-EOnvi>03cVP)boT`hD&U
z2SJ6t(hVecCKL+>IzrMy>M}y8dN(R&Wk3{ii$PGu1Kwt#nH{Q}!Tgd1=bbyujULdU
zrcETE9qh#1-Lt{5{I6;FKUiR9WB)kIq<#CiFyA$`+Vunsb}x0UY^h@JmCMrF;FV@*
z`&6U6{Spus?=VgjVDt`4NJvOZKm~Dx0{J{zs^*1k`kfmTcvGl;K@l=Pzj3yA1XB|j
z26@!b1R>HDUn4~2AOtzyg1x?ZRlLyk@9l?TY+wfmm-b1VM-cDG6Y3QR>tHf^rJu(K
z`K&VdSOuyEc)q?EgDf&Sh(YsAtnUF4$s$UMN-DB}n_01M%Ap}#ZXm5Gjf<et$6A&k
zeE2#bh?opO=Us=sl62{tgx^g=NvU4|iTBx=C6U#mZol<gDaZ-`ognnR4K112;1(EY
zZO5HfRzld^$IGCTx2yWM-OD$dAwc8-SiO2ni-|AESk-k~>VSU*uE}rboipFm1TYrR
zKXQSIhz(M4KI<ydZLBAiz_2zr*S&RUs8@d2!4d}WXir|Pez1uTFM*qu8^E*IJi6<?
zCU(3ynK{oR2%w8a-&A~q^A3qfxOqDu+&4CXbM^8jlzK>lg=xxsQ;_6N=1P6zW^tys
z_6`XP3!y-vF-rQ?)CjU>8STyr?e<*P4}xI=Eymaj2|_i2skeFHdu>s$q7^;%K=$~_
z4qOfB^&-Is3A?xHh0}|<kGKb+jeR4=R{;r|wdsY@i+PRs1xm}@feh^}a?9acIr1io
z<Q%XL(_Mc5N$^*K7YR(uWk)b(clPZkL9AJTL>45h-v(mS{ptPBS}ziD=?nmwK=|9`
z`<G<^5^>K0dUBI`fkF2kuxHKji;Cy7HsDPa^n=wcgRd4rSV|tA(bij>t^I54ujM!L
z=Q>#0JwO14?A!%HJkR@0f8#aZ#W?_X@{JTX+KAAhfu-t=1op>Qj1HpSfi1+r2RMzl
z{*G`!s9bk)YHl~m6bWjCpRjlRw~IuytfnisIw;<2rT5@#@C5A7?ma}9!^RT=Bw(7X
zg`e<80HD+jWi~+&10-zSr+qSjb3J;^3EVlo)`Y)s@@>7xeP!X5tp|R*;o(t`N>B{?
z4PV?bauPZ5EH?SR1|!CBzGe0??7%|2IL*G5gFG?hkYJfwo8J-WAdIhvz9~4IzvMks
zB%dr~zhZ%Z`ccy1u<7rJZ1fGR8hGphQRudD85Bx}wA=-IHcTUY0cqiR-2@5Qe1!Iw
z?mj_;kr;W2qVxIg{tQaA`T5N|y1LDa0y<>p{ih`DH-8ipiz=r0Q5Vo=PB_u{w%PIO
z1OoQi+e93$Cej3~i@mPPs$niy_*9xF&(`9TF7cL=TTfHxtV7e93hX)dG@v+c(7%U%
z-}96DiYzCthEMpKqQMaVQ9A{+go>F<k8)^@u8O6gwJR%0JF#<NFVa78oA)QOCRX8@
zvczQgjoytZN}UP8m+#G7x703h1RdVDjt>Z+x86|;2S!xF8(34v3_%RJj)RmOokHA?
z2UW@RZf4~;)iwhJy29!MYd~<F2<r3o%5<0vfrdKv;PH{nZsTCmn?|2Da;S*+37J^p
z=k!TA?<+pVa%2b*x_&1*9TWncB`!=zO}>4D>;kC@R|WK3j%^nsp>3!rdrsO%(Wk{B
z2=ybj7<zLV<7VQtNP1O43KH9Tqos^?Z5$*AsVQ_uPKd`4`VI<ROCW$*6C*6}WZcbJ
z4xcWuQ%<vI7jM=`A=V%?!jCMLJ@#C%6|uLil}I#}UG7*M&9Y5*%ZxqARU(0lyh7_B
zvQ11DS>?Ijiy(Di-#gJ=?RL78_z*h2{G#lmLxP6th*y9~-Q-|NX9ahdhDk7odCQ*V
zgC<>0WJTV^Z^WaOBB0^6HHx>T#q;wux|A>PasK_9B&ydH%6A)Gfev5N<@6(!`kZO)
zE6`*8!q7-}mPmc<&lA^HDk%f<g!J4~)?+UsEmjo;M9_*0W+@!^7JNsHEN_Xb{HUNw
zj3_<O7-G(Lvs7@-rn1)lip5xFzR*6m-O^#=shBEtTOwIvR=~uWf8@=`V2?p_SY3pT
z)*cd^#Rne*I9SNfOX8p|+hGvn8-+g(K9}h%z^N1tY$!|nHaNhQuJH@G-`!`Po#2!W
zc7(1m@G?4lkEf_!$m^V7^?~oyG$kEhR8ElMKXun>i*FvU^!^qapPzxF?`%=dmEqB`
zwimkgc|)|e^BFi-lN}>U3`<Zkii(mb5_&XLvTj#lc~R`;*-j+II%RL&%S)fNrV_!L
z-Wddoz>1&ML9;Rnnh7Z+oJS4({j*IhRuUlu#tELw)xhu9#HktTz~#;b*ZSwkM7O;w
zN=#k$LW<zAKq!G0|D9XS9+WsY$!PaAn<-y^2YwA2jXFTs+ddIRp(8u}NvvnRRwt`u
zfR~68-Vy)nIJ9;YAzBRYE*t?!`A%4PW*uVqQ^#=;pY#|6<*C)GJ@%7dbI?mv?c`T{
zV>Dl0FxmtZ^NVtFCU1lGT@puaNBN}<*%#$Jm4Z7om38cCH^-=b65X%lI(a%8L<rY-
z^{%Em;CO(+eQw|(#z>(}fqG1Ij$MeH@`sODb*iU9_`&++DEc(xro`PdMH3t`VwK?9
zK9~WIBJCvPSt(qj#9xmcoy<w^u)*rY$6xT=Cb{p%;$e4qLn@1Ebx^euS#<f;cZWzk
zo4B<2>BS8Y7Jo`#bc;@X_9)obp+~6m$8m;Dr(On}VU?qcRvI&}v%2(@VIbuy<Mq9K
zCl16Hu~4)|?3F3<ez~xeq~!dV|IEfSOHpHe4u+E3LGIN6fli`irF$iSB`+r|W<XKs
zS&@)<B|q4NrFEwh)7#Nsk}baQvu;M#xo^+~a_{G3zU2LKW2-;0x#e9jYnfd}vS^Ga
zIaUv_Vb{v7l5$~Ku-S7e`jXRg2H%$7JCA?ogaF5MG0or`9@Q5U&1drQpdS(v$18rd
zh^>N+{5)_ZiA22;pJ#ESJ*dtF!`HAZ!5kAWm(7=BudNB4qSJf~$=RSMDfzU3A$|#m
z_-feAkxo|1#U%e#K$U2rQBSa>>BwtBi3=Ja80HwCZ?M<{*D+=kz(KI#Xu?HhoqT53
zb`j<rz3}|LD*riZ`<%*d6e^!CvbwDyvPeko{>1V#^97Sl>!;fIT@$4v+FGOXli$Di
zSc&pTR(jo|(~>%Neu?0_fwMc0hd}cO{Qit*GZdjml<sCJqUUPUwbY<YdAT4gNp`9X
zOd(^aX-u@!{xC#$MpS3N`Z07+(H>U~J*)zu3Pl0p?Bq|HbA#p?Yev86?{NIdSqte<
zLLz@dVbC*TGBng^M?zO*$gV4;L<7chgjSy3$pg+NIpY(-`H-^}?j0>IL~EX=4ONEw
zv*3b}2e_N|R#jhLjyKz=FKNLg$)ctKK)Ik`oi*}xIq(vB1e;u$(C?bY&Ew76;EV%6
zewZ4e5Ll16-1guZYTpr5Sw}S>rb1)bp91-E=1av}ozW|IAg51KSQ!((WWPg1T^}mx
z!-l6;wBsG<!!1b~Fwe9CYu%vXl^~keIdwi%0EaTqi=)MaI?5edr>s4m+_f76WT^N}
zY&|z?E0rWWPUIh5SrQx^Oyjm&B*N^hGMsE_6BnV=it(^$``NLa_(YbcncwTcxUp`=
zCz6EDF)>rHn|TVi1tQ!*w7O)SzhG<iq@r(Ct|DqARV-kCq|3U;-1Gbug1ICw+LY$L
z6t25GUgT-BgoTE^P0?|zLWCg=jF$4>aoN^!jwHA-CCI(mTV5A4)|e;yNi3Uf$5zf#
zvd&H{LKst-ewyVCNPnUxc0}O8xWOWyB@EzI(kbJHb7;HM-wi-omBzMv(Eic`ek*kD
z6B8UX^s(myv?IFi_zKhUQgOgHA0w}gHSq5177lPKbujr|hlmDis_B{;K=r_cxG;N%
z5Wf%8mzBY7YdB;SvR1KhFELP1=`^`1iXzCY$w=`&ucQo8K|jrxxz>UI<b&#I<U0DC
zTQ$paM_W==N(b#)$;tl*G(gM0^Tg3q-f=`paL=`+>+x%xfXAp>se2&86Ht=K?5jzG
zB_4vKoF|eIdD1ic;)3JVw+FLxV8DOOxVeoy<}XovQ7U=+Rz@y@C<iUh2|u#WCg$X7
zR&#h0cXy$jqa|j-%0LEzV}sl>SSo{@B&T4=7^(j)_%peMY)Mb_usBD$*h4(}t!*h2
zKH;H^S3-&H#qqiEW%HZ0D=aUn;>zBNTN74-(HfX#am!Po$V260RNEU<`t^TN!BQBq
zDZ4^ilzZcem}KL!$Rg`NHawzmqJw<D_Hi~-EKzDQMl~MZDYDX+Tf`@zg=sWUk4i%&
z<7=mxug<3JKXk<5(kb%eKlTG)sVsJM$wmWuj03`h%AoCV<3=W_bS+YSySmV+N!-K;
zvZU<4P08{zNn0xilZ*C%@zj5+U*!s0kKz{R$sb0F6S5f)6nrT0*mkJFkB@k|mj1c)
zIkM9BO}n(A;?R_6uIdUp(wBf~q&57)UNrR%aL(+_z&gDqu)YF+rP348ep>proxLwE
zC-uw_%6Z|S>V(QWWjeAw9UvNuH*iLCaNxR~8*@((zK5>R+BI~k`Q3kArPLYy3x>^k
zi*<>#+cp;vR2S@0oJYrK=7b|&eTid2i25?Q4wf<x3+&P2n2yx{wM?-g+qIj#0q+vj
zOEyjEkgSxZRi!hz`_&w?K^!FbV`C5|;uO{JRgnSzBy;MX848<`ORiuQ`Fi<QX;s&B
z%D9qln{4-rA+`M8A$5OR)unO7=M_fvC1TR?FRvq}36oc*JjQCX28<?`qJoBM4taXn
z4qAgPj%}lisbU1VG^s}m`PqXM2eR%lb{_1l&^*SAoiT)(2yx@7kQ{^Q7jZxe4QoC&
zW3%%!p>0ZpNvEu8_h?Z`8hps%jI9n>y5~Rp-OITd>0P7w(=dOW0ieFkyL)YT-09lz
z3~{y*U}R;wsic)&s!%4rq$sbZe`R;F3H)O93)XwSFKOR~B4XaZGXjKP*tIA}>0#)Z
zi-)OmU~<$Ts5!B8+h<J=#&-#BPb`0@n57T2kyoBHb~57T?JPp#02RC$`gmzB>smFT
ziMn$!IeHcj;NgF?+J3U|%%_`8)_=SyFHI<ZXCLBRfj_Qus~r9jT$|*0fkfNv8Cyy&
zL5XuH)hrvcj3)oF;+u4t_yL_@>6c1>Oppg=mO)>R{d0R&(d=7)itN}mD~^d(`x_&)
ziTGl{^;G%tB=53zB4X#HmC6Edlrm|rjwFtUbxOe))?j}`F<+A5*zE`I{++Q6*m!w0
z<TnnMUU~`FN$qWnp6Tx`-l29WG#gg>ZiL8RX|TMkuM#1?_WQc+P?WpO%_4a2UgK&1
z(Urd#W{+~xg=B?j7zJ|-L1)8ds=(>1wM*#jt8A>u$J`TWtCzRZ?W~g|Q4y~-`n^6A
z`jp++*2sUu;RyN#kZvbF$org|yd;#2U32sOsVw8$%$E;F78C0@p-^^3P+SGP3sz@^
zZRVI3bY?+uUX+7+o}D8*9OQrO0iX)RY;y>I+gS4aP)ef_xg5g(Y>;KUz+|o@c$wsp
znZB_6QjXf)smh?Y9cY%2u|c#Ydd97-I0O22C6s@ass?@P{^itv@??cXZf1IV@p`6t
zx(j4igE9L6?&fySL|PPwp(v(8{2qf+<4z8!qHShPYp=7$!bw1wtercS^pCn}2o=rL
zM-?j58w^5Q6OdIjRoaJ(y8c1NFq?g4(VUM3>pl6hN#;y*Swk***G|KhP;pp3KlAKR
zaWsFEQtg7wrRq|E?%*Bf{Mk3mYJr6v9`CaOl5pkMo=X<{*vjbkk5rx&)P0G)4RQQE
zwr8`n=<L(eEr;adID|Fj$cyx&D~dWO@fROB3~qn;_9iZO2Ha~Vh|q4~6841Z$xc>Z
zzcJjmSnzVjBSx&wkf`2bfss|r{`f{P;>UlU%NMGTZ~ZV5(hnliTVQdMj{S8DFI(53
z<^!Aur}^VU^1}*jNYN5QFG?a)0`!YW;WkDukX=24dLOT#-e~Yrkm+1f^>OHdlotZA
zDO%hoPA4RI3GXMIl!OipC_bT5(jJs@>1ISy_4Uik$V6kW4)VJ>U@(CPxZIApjPQSo
z5%<6S?9*2g#y*u%meOAP?3%h+C`IBgaiA^1M~vw@`-YZ*Cp<csUR5>GOA^Xenp((-
zKz9T>l1E53D!ezBw$0)=r9k{-PtoM0Zb6#CMkDhuH2tbhRU>!vm^}2Ia<-fs+w0oF
zpYU-l0YR~anRFH{=3PK>#R5cjxJG~I&@cYR$Ppyzo;R$I{YeJ1^R<X5eO_kr&N&k3
z33(_IUZE9@F_n^m!ecWJ-xrUHn7M`C3uQl`E=1~*1_~{5sGQK8Wnypl(?xgQn?kL&
znWI<@FgaB<ermCZBk`26GKCA5<{pJvxZWL4ebKQs$Ub&C27li%)+z1qaeseiy0=df
zC9amc=|dBfYPhM0-X|#*mEt&S@|fW@>P9Nm_`0>&r1HF>mF#<c&}r6;)JqENX~~fU
zRfc@Fn+(MKvjqaT8snzHmX`*FrCqGAWHAztEIzJcet|wYZsR9^zeq|`=B8sqVe7h)
z(|dkzvq(74HH6SG3e)VZkk@}Pyg~)lig=z^Egmc9n&@;|fPZG%k|V@L<uXRW?AWqW
zs&3}*`>K~6+23zRMnAgxgDvuLjvf}&GtUdP)t12}sxjuCr2UgZqdsGKL3E{n+OXs4
z93e34(R;T%TjjCdHLK+=!nOEzb)L=b&mT_91Jibn8U1<_Lb=4yYLb7|R1;~iDD1~*
zp&3K3g)pl~8aOAAqnpwh!YDKX+}o|lixHm53A1^tmxsG9#gRT#E=G)&AGXhr6m9qs
ze|^W5`}$>6X_@UFra1N@K?*}fqtc#GT+N&7s)pyEp43CIdZx`$rLO$d4<1bc-|n8X
zH=o`|$1a_Qnfc+cZf$??cg8;lTwysN%v^%RX?Dd&ugPe_MDx53dmYHgJi<Q?d_ESl
z1`(j|ZE7Ztw@)9+v0KMcN-Idt2?rpX`i2o~Zz;xIdi-pNy2sAw^A>ph_Tm+yUsn})
z+EJH}qEG0lV~7mRmdelQ@}it`Otecs-Q7${T9BNJPXFcCHCumH#QqTZbK(K8^YD6z
zC;!jh34IOE<~@JxqK}u?D?53C;*d8N<2ZH2Hj1Wwo1keUiPUOX9;1!9Pk92n#^#>f
zZQ#<(;08hoE=*$YD5j>(%>d=;_g)9bm(7fzPgaz@$9P<AEqz33Gl*0uAqwXzC}b>J
ziukh<)J>{r2OfWV0dh`z`U#xVltFvk6INMVCi^FvDwq7+Gte~JNzhZ4E#_kTCJu~C
zq!#bLJ;>4Xyfeg+b=i+!F&>r@&Mx`*-2}n+O6^Wl>iWaJC&#-|G=oC%xHE1|8YKbT
z5MmaD1GmR~uPfD&(_<(e$FH;NUB+i^1R9E)5nskmGvI&x=14Ra`ISLu4lHU6xvr{o
zrr0Zm-bAgKnClo&<)5#OzM%khIbRI0YTq6`$=n$?6fB4Kq?==7K_^+b9r^J{icplP
zA1s_0Q)YBntMA#5u~Dp0N43jRVtxV6ecdVA4*D8^Paj9{8Sbpge)O$6LqrG@Ny-Z%
z@`JU7373C%-)YI0?z`Ic9L35Bt_;*jcg#I`_+X!oEt|$UdxHfVjEubYiO1ouRf{{%
zF3!UBmO8n16Cd>N+7_!1LUfYh%Hd1ZbUey%z$v)=WxRgy*@Jha+3%aX??(rZoM`5p
zaNS<=mBXBOEm1Pj&YmRMiLH>E&NEL(^9QA=x1@hMNu8bY@IQykeZ^p6sUr|0W&^Gj
zIV0a^H0$W1UuC^?lFuf`^11MnXDS)Hp7$p)@}#q_-HH3m*8~%DC1Ssc0)zFbZPJk@
zA-=*&r+QawgjKXZA-a;Q`P;{UivlK*+v6$>nmr8~pyr?<W}vFPL&Nr)tFyaj+J2m^
z%M5=W37iH-QlnV5b-3BGe(sl^=mjnreK5vj8?^%qHz01lp&oU*0vCYMjB4}2ca=a<
zOn7ObtoS_>?ouawXqVk8hs#r2-kNyZc=>~NHPur%civzW+Auer2HC!zA@(?;)5y#t
z#%fb17VQz_7$!u&Hk!Dc`J@e`F_I%m*5QBK?QP43rA!_Bv#-;_HgjmKjT|St3EhXY
zVVV<N4x~^G70^Tmxu8$hp9Pun_XZm)`hKW(C|-Tdw2<IV__}O5TC<)6{f1i+_6tkL
zD6uy!H$G}S`MS6S*>fSAmkOdq@Hldq$f*??%~i2n6@3Y#dALB8R(l_cxn=S6dbWQV
z?(>H|R&`iIBd*Xzfl0cUE(2Ertozq4r~a^hwj4S{so&NrI1kAc%}<Sg)R*@iifw#B
zsSRMcxa>BsV3zoCSSV_VlKT-Agl99_v&{^?y^84P3^+89`bfG+jP~<3Sg}2QZ0L#J
zB}iD3JdHGu2dnh%_MB`Nt<;g{17m+Uc>F>j?r0BAV<*H=O;>~ms>JT*7K7;Gb5Q7J
zipV?*$-Fhx`X<cf@mn#(;YE6rB6AXXzJ+Lg@o6nhnF-q_20KN$Gw~yn8XrLPe*G1{
z_wX0(NFl7ept%fb5itrFzwyHJ6$+5VPQ<xM>xYgv70k5YM3tosaA$Ued|Q99Uf>?=
zX1Yfdr8&JX8rp&d^f=*mK=zlRrZmdjWn!2Xc@2ke4vTFuvg4)dQzb<!ww!ER=7ZT2
z>|9vVcFQNSZKA>|9jb?knnIldrnd@4DaX!lXk*YbJ@GP*M8#yt-2v<{x+41`*grZ%
zlHy+OYci(O@X^JSzfDhq=P7?b6j9iV?;j_gAGb%vs?Hy_FR>lVei)3IgUt^Mf6vuo
z?MGprM*wA^G`*|gw@<BuG7%FX9aRJp3VFgl%cgsNJ1#4x&YSlGmeil|<RUU8ZZB9u
zF5I(j(*SK~MZpzNgPkyQ^FmIPKNKrtu&~^U7e{65Am(lSN<iXs0=Iunv%HA?fV)#Z
zRqW!=k(jwz%W41EoPmo#tevmz+x1+~GE8JpHoi4bX7mbpZ+w*Nyh#K5j7%-KMgdH+
z@t#lh-`7M0Mg;~E5TUq&)`T2lEa8v2MX8MfjAG3VJE8fYvrVo`EXgu&pkLW*jTZ!G
zCsa(W`#I=M&15LLh?alysJ%QbfDHzlC)icy(#T3-hIP)yz9<+*L^6cd0F`sYOWb00
zCzeO2J+`r{Zg)7@8GL34mG)(KKriHzLalr^;1#5{hhSOK<yE(}T>fl@&x&}!%O!{6
zpjAi^`zV&@$+(kmG2qB)6ltBHWoaUe25<Y!boi3@rkcJ|;l+PBaY;WtO*E_?36;wc
z!YVf9lo%qGktcQfx$fRZz!QI)yn@pvDgQ#%?4^h7TM0%H^*SUR^H877%8x&lj@}$T
zKevL-p@h{wJvh1d!KEJi?WQ5AxMF!*Tev-cmr?Yg@J~;hA>#%%CPpd$)V)U`)63?4
zkR#*KX~URa+dqG8*`+On;VWtx=;D93<Q>jHqF7bAwIc^rGfuD82J%h_SlK%+lpI@p
zbEl(<w@?iCk&5y_p(`1gRc8pn#SSocTUBn3=TVVcJFf1VV<hQPKRBp_98Aqw$7@T+
z_0EX7&s;$ufbDVZz}=`NPgZyCTDJrxeI_4c)RU^X+D3nT1~057p607^n13s!w@8MX
z0sga}Sx+_$p9OIiQ)U75u|aO>YF*yj5X{)xWrPcdmHN$4*$pEl)f&ycL4K`_o5uI3
z&J4~Ya`~_H=>o7!P_c6wyIC20p0qTb(N|>B-ovu#44W#)MjNCkof=A;d#HM`Y=(9N
zNkqJ%=)`|cOtB+{tx6ArzF~igaELkS=JDqe>Umjc5s%gKIs?ffzTN#0R^Dc0rA;}H
z%2VkxJ31e^uCvhfCs&`6yam4H;gF#bdnKhbnA~FJ29mHL{zKPk)_2V#C&>g?_Mcaj
zXm9d_hPANA&(By?-AnNW>5PTn)Y;Wb=zQZ)&TxNIoWHI!)U3TbVdd9!A!J`IIuz98
z8*FwO+!)2cDy<!4i*a67a990?M`V_%B3}<X%Ax5UpcTatNK|A2czf?=Bj=t#xj@hS
zQodQ)^5eTsxP^DEHa549L<(Lf9R*o^-%X#_(UV$$b@NWilLB7cef*}YW>=D=JVJ<4
z8$*A=90Nen#5BoSO4qF2kGaV|3L~zMm=9r=Q%k!0f`_Pe1O1UK+81tDl#~$44UOJl
zPFEY5M14F#L;8Gqbj@fQxhB{2yc1F@EhYYg!C5ubHx0fzPw!pVkK)Jg?d~Woc^sd%
ztOxN^h+rgj3Zmvs^)~}0j<h*m+jTxho{fL!bs7_E{b;Ol&O-aqm!Y6V)cw+m#BMBt
zEGDK?)^CLnhtVCDT+6&7c{k%t#y2QN!dnSv`m>u?2m(|CgV4Qt4MV+`SxbY^H!?bg
zjHqpfj-_&9kC@sT6PfcOR%TRGH~2bo4awRxCkjLXJjPcpgcqdhP<mF}?&7){aT<Tv
zCJ#l4D<AxJ&K2w~D>622nFDt45L8R<k*mzhN<c0bAGn)`0+c&-vEJxYuB{L3RWY05
z%IyzVheUe!%sQ<&;_N-h-hp4(IoHqEXVn8*ow{7)8+yP3QqlHBRA32S1#3QYoL6vl
z#&_16hk>Tew;^l_l5OWvPCphh%(#DpSjIK8ZI59qF!e$YCv#{3Rpb(Ni1?wyXPM*N
zS|2H8WvCYf;rg+rNa<I(9FB=x_nSuW)Q_o0Uc{=C^4*Gz!vzJ6UN;fs3F&wGDo8%?
zADZrRH}n)a0uSAEVLP)WR`KGwKt9v4wi#c#5nZ{biUX{C_sCqeo(*uFq$7X06!mhI
zk5AVqKl^7A#(hdl{y<}}b&8J>cb20#8)Hyo_-aQv5p2~|k8a7ocQKI-BDQ16F4~#c
zu(Az{Lpqpt+s1*BvcWwLm9lrqi#o#;VA|q=U$=rsCT078!A%o5<6rTR*=x-rt*)!I
z_$b)~t)WZfu<~<Go+}2N*%^P#z!|^z;Za}B15ndqThWm)rx8c)n#z1MvkGQOddtu=
zG78uoR^`O4rWaQ1TEC>Q!Duc+uPmGQ52ApvPScLr_{kOJapJ8RbHSgriCk|<v{!@$
z^J#j`w&6$Fr%+@%H)M?jOs$%gLL0%Lsrtw(RpOa2dcPHDoT8|G=p=uZiL{(emb0R+
zJ)K)iGj2Y{tO%O6(&A+}1~@U(#Eya<FUkvhI;f=KY$<c%hMU?9G1@X$|Bb97<-q4F
zHEQ3sT;vzMrQETog|*m1WvK;edhF|``g-3|3;8*=ZiOjQ+{Wv*1NX%&jZlsBpxL#I
zht-y@;4V=<BWgA!sAGTjw~R2SWa9TfeSt408vOW>jbev{&Jyw^Z-v^%5G0GeK6UQ4
zlm_$}O@_(DYgOEQqxwNhvn6ul&GE|DJ<QC`kfB!pA8YYq88acb$NH)w(CDIA<=KXl
zGFf&o^y0d>!_7$q!wF0G{XbR3w9)SUT9wrZ4;S$cFXCfExMP17%%^<k1@QuCHJ<Y&
zRKpU;gZ)Buj6nn-n6&+TUmxcN7rmAh-M&NDUJp0ix_9{;a=o`BIJNpOY4~Rw7%JTl
zaxNJ$pGXM{JE@4CXA9~g*96IpOLXHoO3=Qhi0IV7;!ia6e7--JN++J)Bs*LW!Mr*t
zeHG8L@AWeJXfA&(a;j@sf@Ou9|LyBHHZRUA6<-62AGO#qv~IUsg16Zs^^x@U$Yh*?
zDShN>IM>$;wqv<`rti-(#>|2ZmWaH$y84;)--yT0kaUw_n#v%sH-OIx9KVg<tn*3-
z(!!=Ht<$>J)y!X+-&}u+zH%*q6@4@E&JYgf<JmS_QxSiZnF`Sb#>)Cae&LpADOaEU
zS9g1X@73yoVY0{rRqxR(<_eGyh}ct7;OHD-U%=q>&EF?}ttItg$sI8@zZ8^sc?As<
zbLRiUH@SJT@D(pE3VWr<CY%Fn+LQ_VqIOx|{*BtW6?%B0YsNsKKQ1}xkhV&Nk{M0&
zPc8gXEuMc?j-KtrpAp)|Q!d#m=ND&BMcb}6O!CR}UH-7`5*RUDa&0r-TA~14OR;8d
zF*lkLHcHm@rP@XQnr{&aj16DHx&2rYTRMSYS3HRnI>WNZd9`UXYt<OLQ&3ohj#%@_
zo9|Ua!o7K}H3J9Qn3_y9T!UiQ{`nhy5@e{CJjj1JS>)#qBKZD$%YeiUR+8sNyrt(l
z`Imfa!ejWy3N}aKoI4IP<|fp`)Il0=TbB|!WYZ7)ve}zMq!p~HJ%{rzy6T&15!@v8
zQW)9SyBI@0|19IrNtfe9XH61*Kd%h43x7@UM7af9MHw!#IViN<?0JFhBmL39i4YVP
zi>`k%{HeLwW60@{C@N#aY2xBA^+Mw&cS88Hv>vA*$8c!Qo<|=O1r7@eFRMq52_DvM
z+cu207JUeozs{k5W8gkxHVEo!Ph#sU*7s&P$<;v3#B{~O*4Pl3NVF2lV;zSjs2y3B
z_6$_TLHd{oN1_4GMlYhuJPkbM+^A|VL-T*k@9`X&Rx?7(wYlG}5O`DG!%4olk(FOm
zeu?Twa!SBxP6F0zp|J+!kdd-iUn@nMv0o;(VQq2cr??Q#Zl2o7!iQ0;@}tus?QN~E
z#!odL21c!Ctk3b>RzJi8tkDw`UzlNll|$))oXX^OvkI0)0_Rq(`F7jHRnJa+7)gI0
zd(-;rbu|ua%=v0Y$*`M*4=F#X!iJb)6~_MDO9_jX*kV4D*tO4eS!KY*iS^7<F+nb@
zEgMr|{Alb0P4Ur;zzVj+&U#;pmS%E03{9oi8|BVLiLQ-ox5KMHpGVAadPpQ&?PU(V
zISQ%68NdGfO0KvHF>B`KQM}~Iqxyd`X#Qd0lWXGZV|RH^lm>EUbkmpQ&!@(%RKgSL
z!$FJcUkP1-DW+&Zen#K&`QzD?pr=pyDkxp&&EJX8)bHPY<`Hbt`JPUIVUd)Y@3X#a
z?6#B+_8UvyPsJ-rK;w3|)i|wwkhb_D?(vpx(L#4yjKFfw=8M94#1PVe#b<vk69y(S
zml!nVL$W2=`53QP<HMLXGhjX~(*Q}l0^Kq_ew?>94^3`tr7x6U)rxuM^KkNB_chQq
zB|{U%eCO5Je!Ml1F%wM{Qb)8orFsEi+tnCP(0XCD)4{PC<9=QKcq`btaJ{W5y|0b}
zs<*8D{)#@-|7;C<Qz==P(C~kaO-PCUwNUH9-uq9m6n8p|htO*PZUlB&lCJBLq`n{<
zlO4pAT1Vt_s_rMjD%Nb=T&QX0_9vFtH+SP#^Er;*{I?-*@I1En8bL4;aCqZdZVzSh
zcP1Uj#@EqB#XsRozLOqPmF>mYg&PMGOhhJ5ji__Cu?1F#?yRGVn;?Ij%{F;I7o$fi
zExNxWyH9m^4E2Ay9Os^Af~%1{)4ku@)|@ANq#i>VPr`I}#btu!#hFw9sSs-&?spMt
zs%oahcDqwKO&$eruVTr6g6|7YlG!#NbkjihO%gmxKKP^oJ03LfK9Die$#9OL!&&#0
z+0q@63Oy`J{o-il`Qd-j+{=;O-FPn|mg#BA)KXGYWD!`OE{YYplL37B6U{X{t6FHE
z12UkzZ8fJ+Wl;radIe~!k1+m&TO;zQO8rfY#=hUKHOvCh@L5+I<qFLyJICv4!3}9+
zy3hMlPZDQw*<G}vu7N;JQOmQNLf^w5YVK5kuy-qEWkN5#Lo<Ip%_BqE=t|-Q-Q``s
z5msJmQd6Ae4)R>h9f0#yQi|P~{kQdDxO(1m5*kRLg$>{Fk@_JG;;=NTY0A7fC;&wY
zV~&|SS$_NM!7->seh?rn@P6pQbAfx@3R^I^ZeRHPBy^zCwOIc?O=oxWP}N3Wo~}Z?
zR9)aM3%AxK$;*GT8V(<!rZh4q*fq^Hj$_^R1uk((2RRFAx4l%~y0({_Y~JBpY<5u*
z3!?lp+<kKoNw3Wu5LU;|xd^)5OlgKw<Dy^|C4SY!genD+(%kppNq^(3^-O+Sm}RO;
zUB~GhT=y#e<g4zFO|70-1MCP_!HPQUr9;lEl>wi{xh{W1(|3}jMD{!9pi2(xOXs+m
zGoZ~(5;~yqkYo{_hP7<pQ{gs<Tt!lw_JccZs9!;SeSQ2*+xfN3sSNFdDjAe2Pr4TV
zxDuD$QIn6kDdqdfY8nB(YU9Y}7g0|nLCfK71<t~jJ0chh%eUTobXUmnSs`}`b@>eF
zyK!an5nF#6R_5y36D3i7Jm^iLukGoSaG#RxYq(Q3H&0v$q3rQkCnI<fQBRH0WeqW`
z&aW?1b2=q6d!3MGFYuR`#TK!85j%x@Q_tmK+hTUv(wJ6@!)vQJmlb5+8i)nfMKj#w
zWP%OQtP6U=Bl7r$tgY;J?@lgx>>Wfj^ave`S{{Gu&s&?3?YwhXHNBD017?^AX*ZNU
zH@%ymISfDlX%h=YkIgx@`doMS#0U`Qu6Oi<NxMF~-kN_ab4~oU($w&7n}KGRMDa*&
zYyQ|#rP8=+0udFTcK^rSweyQX_18vG5-7yz1#*!rICFgUjk87PSa|Z0i|WjlbUdzT
z&NF`rjVOATteROgvVN$c_f4V5Ni7HH1aOp>HR*;%;R?P(2PVl9Pthz)1$1;{g~Fcb
z>(k+$`Jd{mr7*h-iyON4)lJi9xuG2EXK}xYs~bgQ80Dc!G&&50jtm)yI^xZzhjA`q
z<F0rudZF=_ibHb{w%)aQ8fTuy+v(F#G;@DN%ufZm0Nd%~^{;MEi3^KT-WgWyRI+kz
z3#Y6}uo4IBe`%rNCFCfic<VG4CiEWu2?-`Kq5e5WjZhLOO(1<dTU9fs*z1cNPH+@a
zvZYPNV>;q(r(~47bnlJje9Hh>RY3ak>|C_Q*v7Q+7TP-jZPwG`R{TSb_AN*2T4R5a
zjSpugp0MtlT_U|a?kp_?sp-}L)FOBhj*XSA0Q*o<^9Hm2RV%0tBL~b++qkbWwNf}S
z_;|=Fw<?xKv#8FNeuhra;$8a?hOyH*U*|S;-+?Dzi<1@g`3|#l&~!%EaL^5exhH#(
z(NB9^d=g}REk<17J-vDG=<sDvm-v6Fe0(-uAba^IuX!)_#UZPZz9hi>%4ZI~ATCM+
zTkRS1j>z32DCzTA=6<+4J(1|~0i(xhoH&9lNOH<UOqljVs@%zW!rk|5UNx4oL^dBO
z=Y()eXQwy}?8AAZ5))iP9O&544!EIrW}e>#CE=BI%eYETtKadUM%oX`Iw60?u5ERp
ztq#06Y2#44WYR^!>DwrEQP!)QZB?Tm<&@<0PHDL5f*v4H=lPgqL$<pWiQn^dpyS*l
zQ-}v;6!Pl)9STDFu7R)>_dDFg<a!dl8n%Z;x@0rcsWnrp?=#&&ixk>x6HnLvXknDk
zE^qobpFX&{$HKS^t#nr{G(CUzMtMRt0qt>cO*zrn0uaynb^UI|L{wqrBg?lw(&L?<
zt1vm-RoSDDH=Kl}ng@OawYvs#o_gMK_C^@@NBQ)(j?SpNSN2;uxbRhuC3l-`q-<ED
zEWv(h#@~hNB?u)-FG}t55;4&0m76?J<0r|zO~=(pv2CS`eZ$CuKsSHcO@ZCso5+c}
z5GR9THFTCzp@>d8uW0&1d?RHMVC4awQ4?QKEYl)RhjW#^-yc!Z=GO<BJ3lBwi`;yk
z3WkYUzNRo{&z#(m3wMN#t{@c_r{7@XXjz}7DN9IP5UPb0%$ccLRQRa-wkjFR)nBL6
ze`a&QaG~Fx=P?a))4hNBn>Ey)EVrFntEu}G3tLHF`H|Z`wsSVw>4=PLqwZ5)Y(d?I
zZO{7$_L1gLN#7(&y&-?4H?r6`*&bmbc}6N*!{!`AY<h9^oCzPbUKdj$A2Cfj)}`iU
zY4Dp(>AOn!cqB)!FO)3DumuZ-qZ5?6a3a$1J9#s1dLoB#SiOJ3kB6TZ3+lc083pDw
z4_I*R&vp%1=4I8Q1LWVM==yV&bdVI>W_~!7bP2zyS3J#pkM`x|W{M!S^NA2%mNJ0R
zfrFr{^f^pPo#I2$>DD|gD^DW_eftR>4a;Ta;WzqLY{j@6{*E0u$yIYphcEa|5dy3C
znHAlH?GD1mS+sxD7ISUI0mCFOSLZ9#_TgOEF8E~?Y5_f@m#8i7d{GDeS%U^YSihP1
zm2j{3%AkJ(N$?mU_j}sU^fgpq2RFXQ)psK)nf-u-LjL6B|Fpqx_Jut*BXzl_CNLD<
zvk?o&x*chcLH;C?B1o00TrAT~pBV(0RPC|*dCzjGDsq1UbyXNpA&3rJ7bhX5%E;CN
zYTTlH#%aS^GeJ-yI*E^6poI(Yb$L=_)n%wB;%2HEnJJ$P1XpRa1s=EL<K3%~%IcFb
z5U!r2$=tpBxS>}lY*S?qwUBsZ2cwfqFIF0M(JQOm5+#rq>s)ZXLjUg7Qa6c?kDmPC
zzCGbK(yM=(%2zCoa8h%*IXso-8q6E}RfdC`8NA<Ng0ceEn`MwX+pnIE*CO2|q|MJh
zY4CrEfvX9SVPRy0<1_R=eLv{66zawy{IQiG&y#^+9^v*43}qYXVre}KqCuGx#zN07
zMig=PZibnI)2Fi-7r*?<hc75?>y$FVSzO0)s%C#W(CUSAWIwZK-6R$XW*vzpayd)N
z$EzGk*%C{l`?k*ePtDXk?WdQAuyc;}8-kA}cT%-pT^$BKgh7+2X6CJ~j9r@_J(A2W
zHHxHp*1rv4RB3ZWu*Gm{@@b@{NqLyHY#EF5&`u-<!Gk*xyT#PNoZpYTzo%k|)J<dL
zQWJkBq}y3?z{oZ}>{DsVzBrwTeJTw~v?ctyMeiZ396!uv=bK4=So@$CAjK4@x?TP{
z(T01AAE&hP<RiBdnqJ<Ts;`?>2vpf;x8t2RrmhnHJVIJ1gilY)C7tqZQA`4rpX0MT
zkC{)3?I>WPO^0);r3NT+($u8}bV(EG@V<Zdb_7b*;&w5iHlMy)^ejgGk+{tEN<{v(
zz;vdx^(>Fw-BMRIysg`@+x!PXp_|7K4Od`-wp*h3@-^bwAp$+|hNRgl<YEnaztFIk
z@_`g1?`d5$L|6rS`Oua|pd^`;n2tARN}cUG_*T5Q#8P+{x(A6?@L`IVi}QMwSyX=r
z^ISf?Hfr28F=h*t=zS(gfIS?QJfAmmMuU6xU1<vhw85ekO%AeGGhGPGh?w)q3|g<>
zV!%=~?AR*}M}6!bDaX}XqL@9c_`>OhsU_;AD9EagPp*o=V8w;N29|TDU_rfQkqFVD
z_c@O}+^t|OjVCL#@wT-NNUEO-@@Ic9j_Q&4QRedy+luxxbQK8(6URghM}yx!y`M~o
zF4w98Gn{H0J*FagxJjxbg#CjQ`WSSTq=!?52h~!irPG$i^&Ck(vv|E`PII|Y3QXJs
zZhKBX)raep8l5T_lIWwoHq?UFmZhh{j`c7xw03+$(9J`E$=89Kww`P)*)o5Gb3bom
zj|H}GN%S~WQ_BdFY)tgz(5>(7<_78Mf~^!{c}Aa;ooYLYtZRKso#Tz&4r<lqXNq=H
z$0zg=2-M!vSVYm?q^<N)H$#_-Q;=fi8rf#)pv1;%QTQRbF6!lt^;&*;C0<p!v~mok
z+j5J47a&5PrvKvBs8sXrq5gj!kJEAU(VP97mlUY&kQmz5M~c<X7ru~o=;VGw#Iz%X
zf`J+g4CT8Fi<q?&qzdr0l$^A9+-T<X_h@Wq1L29g(Do1G<1<G=<!{pVdkm?L#qXQK
zBQ&oC2-RLOdp(@A9Ymy#IBJM>_b3+CbY6b4Qp|?(CyfV{u)pwwY7l=lYl}ydFRo<p
z!en;GeMb(wV}`jLBa1_|ns^=@`Q~y|V3+lZlh-3&4_oZa1AcU`7R{fEh;AgH4U~R&
zlKR>IbRr)?#}b!{#=ieY*BSh5;<2wpQ>QZyO6GH8-3qir8s~?pLxU5}0FM!-!`jQs
zX_x}WP@1z&E$@5g6y|@p<ab8pxIMb?OPF*3%om!>qjoik?}Y>=k?|32zDwpV^3%yv
zxt9MNz?vV`7WAYHo>An2KKS@%|EF&WVNNE!Uo$#GR>#8I?n};c&psA};6tcg|4;b~
zB=hctKTasASx-qkiMu6F8F_JC?A)}w)s?GDS_RStFtM#zh*W>;4+X0U>0b*UD(ciB
z#H=xgMX`Ce-lJlU%8<fp+-^!~&7hsW6Z-y^UWR6#80ifiO4R+q0tXJ7+f=EE3=*G&
zhX@|h^7siVf{GRew*Jfx0-=k=d(sZnW67zogG`i@uvQI5Iziprx8dk!<?+GYGo1QQ
zyFF(=CP{aR&q#mTQ=0Q}Y7<)?FWGbM`f;dJ2R43a$qum3zQgYoVwOW<0#|cbr<Ja^
zl{*}d?zS#VTz?hqerOlxR<L?dOgL00ywXxG%E}mOx4h4b7wbYb4X1WdL2E6qAJiX7
z=Og^^<Hiyfm6GzYP0K1?119p(#GiwhIHPF&LjlY7ehGhhPr%xOn2G+OQRO5}%yzXz
zE6zlQ*M&_qY-s=Rk_k#n>DnU?+T^RAP*0u2*CX%Wcy}I8hgTg+F3ygYo*>0gdn8Xu
zD0wHZJPTy~U=PeaGxgRFO+-OvMFgYAo+1fZeJ3n9+*y0P&2{^(Nw&eWxd_J=dA4Kq
zb_od=t@MAcaxCIY$@@%uY=hTp=kS9irX_ukuKQe{`gc5Z^jb!^fGoqsY}DXd)t6Pm
zBp^YV(y#hJ7;6K*Dx{_C5>Cr^r=(63{kA}5A$XMcJQp}{;)~T=-;(d>ku1FBB0oTN
z^<ae(nJ0M)+(*R7)enUmgd>XnKYH(XmkMQWWOKJ-QUorM4=^<fFHB`_XLM*XAU8KN
zm!IPV76UgoF_$6s0w|Z@;{*vQ#~@uI0t1L3IdqG(bhpGX3^2qD-7V4x(jbipB1lLh
zB_Z8i(hbtmyq6K=1Q>sbUR{er(gI-)l|#T?IJh}MB0y;sEiDCZ5D*07<phCv08C8U
zFc&-MzYYMCF4V~xhJcIwL6LTXf?bd{8L$hIse*t56<zIs+`K?;0TFIN5fBK-0|E*E
zLqs@<0A;{#FbkjxCr}XqhdKk8q!A9DPB1HL7vw_!JOWuDPk?{i!oq^=zr%r&_E0An
z1PlkNfL*Mi_Q(|>U^}1|0s@1&c>Y%k7BOoV7Y7k8E_Zi#PO!Z*C&J0<=@WLKJIuuz
zs0nq3I=MkDfWMjss)FsI|MbQQU;=7e!<_%}Xdx_J+`&#zAktt5gFxZV$QW0+1=I<M
zTpp;UpbS)VfWm+OA}jwzU<dxaJ3wwu?tjz$9sMg24E{S941pl*9l&r;7~BeI3A2L&
z)#Q{pT|8Xafnd1BFCy5^8G(!kyMbYLU~?qlckN)HoTLU2jBN4m2Av^JFb5ZBPG^|i
zuO_*Er9tkqEZjmGVQ&wGyEp@W)h7dUf<llR@5%Mg`PzTN5$<sBf1xD|ZejVW5erub
zE*&_`(G{v7^EU};0{q8j1$6=PgFql5WE9j92=#zibNyOE+tUI1+sXaQjO@bK+X3MK
zv_v)n^@UkNksknWXRsR-=;GuG_4WSK@!tr*%?-4GL0o|5P%9W5@Sp5RGt}}gjFf;A
z%mZiyLMnfd8wmRK`uE8gDKZNL+|Khq^xvn<rD>?IucyuSPtX5)rKAuZKyMCVK_CYY
zKM2ST5)=dq@(Tlf|2vU781{D|f5a-lEfGNBzv@M9)IT-5{VfBQzlY=r@V|4ZB9Q8Z
z0$Khe_7@<25Cr+g{r@ca-y#2hO8=GR|1S3bElGdQ)z0oWf#q+;|Azp!huL}lO+m`n
z)de{UDhT92!2g%32mNb+RiG9ySNs3<D!71=BOwX5Ldu$ho98bh%vlcR0ku$vxj?M{
zQq5m>onI4Y2ZKY^5zeq*mkcrl1o|Hza?BvM$cw}oDb3$5C~}Jadr?_91Yz-O+<5o}
zfM9<oC$J{~dDKY65A^0n&ZPy^<F}ZBT%2%(3o-<VY|s~IiEsk^I#&T9AeYQ9({Cg!
z4CI3Ri+<I^W$_2(2693FfP6qM>pvhrkPG$)6aaGB`~d}lT(<v#NSSiM|A5HMh(91Q
zv(q0Cnabr4h)m`B2SnEF{vXJL%<S<8L}q{X{0;wW+aRt^PRLv2x4e;i`VannWkI1H
zPzYdp0s#>Xwy6mIa$Y7$?ar|_AcpxP<y@bKW8j?$j!TE^i0M+CRz~`aQjy$rJGY#P
zO|z<$<9X)7<gxeaXSzyHzB3LwxlJoN^Vo^IGt{wo@1GADCJ1X$a`cj<XhjN~I#7Sq
zX(EYQa3w6PI<%MweV8lSrsCZnlNHJdD!%%n+SF23n66CmP*`_&S<|J?yi0qH|KvV%
z*0O!f%ay1X;mN9L3`$~67l1hTQliCgJzaCe?KG{Cfr@THYX^@)T!>{wyB^B$VVCO8
z<q}+H6}auBk$9WSlRn$A==eA#|N4Krpz-a-M+a_n$amrxPTiA+I?s9oc~Gn9p3hnL
zvC7N$229cV6F4K9sn2Z*Z}nq9)Q)?g7j;M2<6&?^2})WlVyOZ5uhzl4<q>NgdE!%V
z)zybXUCJGFp(<skUm%K;PcmzLo9=AcrLYJm2BuqPL-gTF*^`#)s=0g&$*X_sVG-eM
z8XxMvpX<%6v|bA_rs(P{vumd-F*i<EZUmdKJWNQV+cIV_LpAw)4p{~nhsHq>ltf3-
ze(dX=_9H$aDPG;8j-xqb0IcQu_iyQ;2dhgm^7VYq&2{D_z$}6UZ)V6_MJK;%%qJ1W
znQJ;aiUWbva5{DgU*O&8Flm2l{M_ArII9>!_-6Orce%s|Ig7AE?Vztuv5Fcb&EvJA
zYwdB2r~L5s?65k;@P%D(>zJQAO+Ij<+QCdD*GU=+nwfjzSvDi9$(n}`{*m8o$1nQ1
za*ipJuknpr;!WltX|?I<I;HFGJib$1`I%8jyR?~}nUEGaX8Hg%D*k^4|4+e4uU4fz
z3ta%^T=*0odal>DQT)$s794H{=^^nLCqr%}muD2Q8K%Z>zV)<7YWyf0s2(0q71yV%
z3lU{}a&krpJRq5|5RI<cA=Bhs2DIeRKc?m+vwP9U!@W^Zzc*ahUzbUMH(+DiXHhcl
zyOUYz5UYdMr?3Wk&Jlkr`lM)?G_|V)w<6?QuXDLAO9pGZ15UKCdc~d@&SO^|n<a_v
zl*O;@CVSK7?<$Xj3s0q1GY|n18`PXVrZg4tgKO!JR!T=jUMO+V^B-@mWu3jW-eo3j
zaT9la`yLZiTV3iCTsumtPtMu%F8MnpMF15d#N?@})4eC{7g~SDYVOomg(()Vv>r`E
z^PJTcE)q#B3#kRQJo;k2auZlBY&o|Z6W4EW%ECr>h{DFjsc2LBUs-vD!V+DTh2o<}
zeukCUe1Xzwd$6hZz8k7P)J$wOY`ur$VH})ArbqL*g?jN4Lpe!u(XA-CuAcQ9vAzs>
zabQ>hUY}@%35$R3RnZoe-+VWx9{CD=9+$O7?!~R~JlQZNHYr*n$24gnFfJ<2-Mt{v
zKRwOTdFpd)hM6pbR?riiwjW8N;&y$9Mvp}RLH);7L2b^JgYV;vbWsgngc$Q>$w{RW
zBn!k9H97{GE2P9hD(6iCAko7P)H^Qy9K4+A8CnOUN0@&Q6p=jPH*}N6yQ!HoX(|n;
zm?4S^wWBq22i?*Z2C>^w!y^9Hoxa+7D&Ip06n*R6H|E6ys{=Id4Kcp)$S!^tla2mF
zvdwgmT&tKjefQ&Mx}OxEgEUtQZ*BY;&VPn8l4Rn`iiPD%8t9ZYR35yVYC?76ximlw
zoAP;M-pPL#cDU-gzIsOUfKQHJ=97`9@mX%x9&;!K&UAlfx$nzGtO15>1tBM)ob1ha
zu+??4=8G}Gfu9L)7D=L}GBRWj0wcPJ_yZ)gzEu}orM<>?Np1m>9TLoKX4n`MH)pnd
z-FX85D0Wk#hf`WuNfNJKt*hTfE4*4+<)h&9TpWLk{F;wB2mRXoW+4B&QW2bDY|~m^
zPez6LhqB>lum8$@lbf>|S;=CScfAQrp^#vCxsaf+#|nvtlqH@wXe7_a^RVNzgpSni
zYE&W5c?7eY18SKbV3}$x)>c01I268RE8f&EkH^-S5PDX?VC&Wu&U+3`8=uWOBGr5M
z0qcL3ImR#dqo>}}W54L#t0BqobnfZLQyVhGQ+RTQvQOL;DZX5NN!T-`&hc;&*RV#6
zuU@9+Fjh6a!vl;|txD&_48PfA!3rx3xrgE_J0P2z`hr@D*Ttc^pw+Q%Ky`~V>Z2g9
zSLZ8~X!oVCXM1gTyps35sdiqBQFC0z2f%;)H_jBAJ%wMni~UGkeg1_8&lG*o8j%))
zN|F*0%Boc}xq7Rz`TDf^W%b%j!3|Z*L*_d4r1BEjRRK*<wzHFfGhj<16XFKBRF{6*
z0;YR&y)OAWt9&=B8T9;Y;N_(6C-9e#!jb_^Y|ml$hH+-p##@V{YYu@6J16~0Ezf_`
z#BaRs$OGW!>d}J1aW3Q_bY6>R2XQQoxQbCcM-ND9IMJ9`htRTZY*vm2)V_D9nah8X
zJYg1%Hq?$xyCN5A+Zu8Szp)39rH1R_5WTOaAY2o;c53Qu{(ku|YeWvSTZ`o;bP*~I
z8Yrb`t*J4X6qR^b0H#XYu@~-lmp^~h+7_F5L}?&@jjP|v$h3%7_x17kp1FX2!xl?9
zYh;B4m>amGQ<f-d&p9LiuAZtwh!Gs4novbSW@$I=%m;e2ZML)vteP`8*C0<BKw%M4
zi)yUTk;YzB?#b{L5Ae@RB1bPE)PW!0z!=f9541ii^J%h5fkE?(poyf>V%mSLVU&y%
zVOR6wo?6b0vRXAwM~T^!+WkxoYxnG#gnlvK4`=d0Ghd-4XNMJ~tV&u@9i;o+KzPzw
zvQ=~C2qoKEjQ4c3q$KS@jl6)5oPb;IMpkrHsuouJK(4@OB=dw^(cA*))wosDt5w><
zk{)cgcB>Cj!)bmyD}#g=gm`~!VNgXGJM>Tj@EZty1^pxw=4GjpChKccDxym@&1E0)
zX0zeEc}=>tH}EWVHs)Mb-U8#${;@6uZfs(G<Bgejign}e;&n<O6}i&5nNNDeml002
z@d$n@_=#Wu-O7wk+vMv6I~ulg6RQWFMLF%!CNulV`Atiskk&_aE5(1$VY0OYpIXd5
zf3L*-l1TbOMkcJe)#m&x1xHnKtiAUeMk3xpO-{A>w2+i~9llkvs8AN>^+063k&=#L
z@wzAZ1G^8`_jjz;-EQ-}x=ssX`4<~Cs9HwO=z`D;oA0>AIr(?y#&I`=`SgVQ)^t%J
z(@w7JJSj>hA%VJSM8tpBjR64ZMsHk9;pv~vv&Un)T{6{jqUGG&cka#6tdh19BmMCN
z0K;lf3R>M=c>wuRc`dcACM?o@Yvieie^Lqa{A#($em<N0Rf@U*siSAeL(!wAm4>v7
zEU~I3owcY+qQdGA%Xoh1Q#-V@Qrx1SK;6{tH*77=>-L?}f^2_}dLUUMd*gh5PZ~4}
zvKjYS#FFlz_mFwmNt{nn7C59obS8de%zB@Dh8>m9F7aFEH$RC6I7)U+twH-&%EWsZ
zy8IgeqLJgb`QGzBVb?W7X|ib}LxUckzK_IgO8QGF-1lVz)PCa3v;Lf}E6H1IYxVEm
zgkr|oV@@;mwAp{IEE;HX1+El;@4rsregoP2o~eB|sweT)L=%mT_q!?aHUU)^eB_+2
zrh+?Ae$)H=urm8AQW-_AwSD?eX>u8Uq;X-0Vf1PneG_B77Izsc`g9Z<-8)iiLKM?V
zlL9f0Zq$7L#7NZj$Aj&UH~Y_MLX;(f$b{Xu`R*292bO;rUX1)WGrX5x<yyrdDg97{
zg<*`B$y!{MIgW0}=&@d+;Np)DaR#~lOwTG=9_|hTH#D5yZ%Zj9-ni<@VS^r6OY#^c
z(UQpdM(tL&VYE@@1J-y>Ya2@4C5|jsXau*5vvhiNbf3|KW~~UuyVVpaoMliS_(Q(k
zdn3seNHTvyV_Hf_l#YY0gr0oRzGD-AiZ(>0B8kWby^c;Zz<CWjxYct>?ct2OV)BOS
zKaX&%jE+q9Swn&0$y#;2CHFQvE;*!}7fN@CiF1y!m5R*V0JuSn#>Ni?)wAYGv$adb
zgIftE5|ZHoUpr#=XtC&2<iEZ!;DXws{^Zj=)%$<CkFKuE#k+7WReR;atw}$78Cktg
z;@Ay|DJHCbTc=q0ROhnx3~<6*Wp1B%SwvH=F&g*)But@3zRIiQ<Ae5Yu>f@$`CZf|
z{;r5#%Ig_w@<)7Sy!COT(7PKtBDL=Mz);g^H`V=(J#>y>%N0>G&yS2|m}(#Wgf{f~
z^X`AAKA0dU{xINFVW(x69ISxmUybr}_5`KzO`ac22L$}=)EE?z1kNGotGE-=?`N0I
zw*5|fVkpcfU2NHX#WTE<w=quhaa#sZ>fj%1Oq}2AnQE*^*KyBTIk<<({pxl-c_=&}
zdX#Xv^{SUmids1HVH`Cs17DRxSNS0ELu-E^MYH&+PiNd3PS(Y7!L6eohcD3{7H#7I
zFtl=FewM9CtHa^_nWhIr=_&N(oLjJo#B))Otdc3-hQ$D?yVhx!&rBAqI5kbt1V!)e
zp0j5b!3ztnTSGT0d)N*NZ*V}q*{U>*!RZr};hBLc0v(J~cMRqX#|5jOW4s(9-<yAo
zF2sHrIosifVzJ33eoPK*|D3}ekfcPTnlMW#=W<4T?{@Jn8IO8gzIW{2&opW-S$xgI
z^c0CORt3J+p9}R)KNTa#T@x>>O7xzX4yyWl`XtY1Q3iV#$Q=&{Co$(xtSz3YGpf^`
z4!!ET9B-Qs+{TF%#Av;d(&9fD^89~FoG;t^l#+RTOwQ%I(s^LjgfYvAVa@qe3SmYw
zwYBP{Rb2oBF(b1Ix$(DqjkoG<8_IFy8^o%6>sRowl#^AH7Blf+*~WYej;Bz2JXGCu
z_9lkA0wpa~+Qewy#eDH-kxAl<M21h(2`_cfcnf9sJ?-!=nj+$#no9bLw9bFBy3SCC
zZ^d5PV92$yMW?LreqfJSnk#d)jvKG@IQ%&9O_$_w&aN7#>LIR;+{XpmQCI&2kJMfz
zKWN|Z>Fw4Jz<zZpxj17jjw<5$$phSZPHMcV`V+;xC&k`g!w;B*^#yQ(oRj0oe#kZ2
ze0t%=7WFz@P=l1FK$`u{-2{I@Z`+WmrsY>$iaDU?=rdw`ScoAQk*VBP!Wz51VcIdB
zvnLazu(=bk5Q4xMBO2_y5V^TCG|?Bs<ZbPHd5z;F_qinP+46fSlTknGW!Sq6Gm=?H
zj*{E+FMekQJfB}88oLK(+UK&23udA}f(T~RLcPO?<+FZXB@mWU-Zy_GVt;m?$Qu&0
z$V`935)(|W<A06m{&B7J$YlV=UZ}U-kvH-H8;T9ZFL6KmGEU%#pFufWrH>`C6`qVC
z#zU?s$*!`0!q(yO39-cK+G5io_Q9IDFeK{mvgsl+8HGtr5WAm4ng@&c^R61X;?b;E
z^Rc3t0Z6Gk$tLLf$9jKH%wDG<S5#<FN56-E7nT6RN=D{fgj+(`oM1k%@u8h+bT7kP
zYMS?*wE4Ut(~sj%=c25wCw>tuW0iKN&$-`Q0+;f1AIMF9YYm%>JMYnY?@Y_xvu^LV
z1xB4OOA56VW^9S$UvCKGG%tPmK?fXca&Hi3ukx&@8zm9#P^EwI5lP6QgTs~l3|Kaw
z`b%Xz8htY%TAH#yoklIe?y7GD+u;X?0oWlY-tt`5%v=%uuH@U%D#aeljb*_3CB0lv
zZJ$++R$<VxmHMLe7O>)Buk@l~pO7b{%p4aVkkx^aumF}K)`tv+Zc5WY{Oap0Njzxr
zUT21Jbm#FrM?8`yn|zOd#gW+?x46D!vEA@Pju)0P<^^65xU98t!fD26HZh_27>51n
zMqmFqa1vmUO{TTh4M=-rWzK<d0}!w#@T|tnKZbOTa4lD32pei@KgpNyQTMDroM54m
z0%eD;79lR~qSEau`-PEz-!Z>u3BTs-66w*C(7q7er6u;RMp#OJo0%0|GL^cWE}wC9
z+9cDbHl9=&X>4C|E~&pXAD|b;v7-R0i$UsQZAm-PcL6_GA5WI9okNnxIdB(z?)!F@
zK&KD#@(STTv4%=r=S9b!M!<!N2FWtI`K<uutH-)w&z!vX4qq<t{oMSX&R4Hv{E3B7
zH0>GUl=H_D6g3Ec<>z6edF;~@=fRB@gLRRrL@n_a3$5Bk4)O0CxC)m$$(kLL?3|V+
z@gyyNroG#1D{(kkp<Cik+{~<HA~wg{#*-lF23Kh%cex6fH9!XopYn<0%KZysp5p|Q
z{&!nff=}wBgENQGq*SQ0Z&jEg<7$K3gB$#;{Dd7zSB><4870~8I?Ku#az8tIc5m(R
zFUB8@)bA72II@VQCS$~M9Azz2C)M(4D`*ai35KqH5#>cW?bRKH((H6MwCK@~`||;>
zecsdCo`xlw4zlTkuyHS6l209EnwOmqWD;s?FTXh5yTc+Oxrh&!T&OkR|MsKp2i?m1
zRrJ+pW=#Ws{JHFm?K1Njn=y2uZ?}Dh#ENyB?Z9m8*rD4BlK0{%gV0Fac@u^~t{kFM
zk+0Fgl~9$pFFF!@77t%UHyI?mHC23@RbOr0$tRe+oJ}j#m5%)(?#Q|sBRZ$LDE0Hc
zsfFwV7uRL|$?;CI4LVjfc{$U*2r7NC@d=cYVP5%vr%K^B8y3ZL{;ce@<D6KRA;X?Z
zo+C*T>MGm<Bz_TUGyL@=yoR8zl5{gQ{+R0cExY(gD|wXs;h<I>kF5J@RT6js8;sVT
zCG+U7UW|!!sEI4O7Wqn6U-v(ieacu3{qiCW#F{OkJGZOAzcSElPd#Xb_NL2wYr-O2
zRwFNeoOkY;;`32}RuUt@{)!>|R<4~>D;@7>)xfNi;VqNJR5YUZC==Q~;{S<=PfcBP
zPx?S-37`wG!ZF~%8<o+*(TEq2JIjfKz3Ihn{cw-02^iVz(Vvmpx6`pqzaLB!s<YE~
zu~}<=8hcG6rSDZjVgINreQN$K-qAjNjJEuL{ZKuV=i#yU7h^)c_E>CWc1{V}lZx=X
z8kxa>B>_gmg#i_}Pkmm-y!=knbN|i)7ss0DL12Biu(U=L)>FBHLO@4o$&pmv?L;gN
z^)1>&XUGG8!<a%f)+F2ws<ha6*{iqOgJ*B`@UP6w_*}HSbm^{135FVYymDxrYKc^T
z$=t0ax?o-Wv#D4g_llebyRZGF(=>Du@Apg=qT5s9TW!+^oswZ_4hL_Hp67H>V8%Q`
z{(hP<QX88Ws9;Q?o|G@#3`-f*eC9s9U<#XDdQZsf^<gcfD2nNVFJ&~){_r~P(U~CL
zO}LRB4k}3S-b}Un>Vw2Z!1ikV+AJl1Iq1eEMSSMIVtkF78b{IO4?@DJwu2;S(G1re
zdX~@UMr=OncNJ5~hL{{(ZS8&xBjk1l{D!`RwLxu;vJ?b$&Bfm$^wBNLC{Y<&53!)5
zy$fuHo4}`2N>_LwS=Z*2TVaDGgB6fQtITRlBX)`Qjn(<kg6=kk)B<XHKJk2iGy6Wk
zVV6^4k+mm5vb5*)K%3*;_fIDtoIZo7f?iv5X=5Hn4P-=?uSd+=p9_$Kn#-h1`8cG;
z*@d{{o!e;pWEWNZu^bAHy2ZvqM$x{c%<Ra;p2IR2sDkDNzun+ZKDy}G|8NRBTv8%p
zb(+55&X|MOSM8vu;jddWKJgfTzLqA*V3V0Ap>CYJ@4mm{tqBRFHO4^2fQ2L$M65V6
zr+@Po3onkLU|<lN>V_Ag9SVLWRg`~3D?wfuc$QD9l2Lm3wAn7hR`sp#k#DD+s&Kc?
z^u4H_uIA$FgDu9R9~QyX-8Hp1;Jyz!81oP*(KGaN8H1Y6H_cGDN^Y@#R+mlvrd>fS
z-%8CQwVYUwj;^PZ%vH@TxVKN?jzm&uR}xmf?Z+vb3@ih6?2F}v7F<0$sb;n<p2v(B
z(!->r6FYU>$%8;z5yhJt^)xD1YiJ6M9Z^Pxg6Jc<=0}rKeFxA>`%f+#v&s1dx-Dgq
zHNf7*Xn%eCgy0`Xi?K(4HMM*hi-!RoT#8+tujR#t&cA(P=88I#U70Nm@9E?gAV3vY
zbHYy@Oh>D1?Enf98;yl47b#9QlpQs7v)|kce#RcY=1C=!QrJ2dHibRvDv34`ebE_2
zB`-nCF-6spQeiZdhZ3=*THEnm9EZt{l{4|U+3#IG{$<(YQtxYjV6|YyCrT_@pQd6*
z{r%|5zIv8Lk({B+D#d(r^)Cw^6`IK~vgMzajUJH+R3|a<7B5xj-B21vTFCI;51K^H
zNU<#(mDyZ$satx#R|K@aYVc|+HtoK;wl=@o0x!~)VYKw(-2+Xb)vw(o>w#6QiN-U#
zUA7;0MTLoDNX|)r1n50#U?g#{FD7fMx*x9;L%4e6E%#k@*vYHT=3|xXlv=XDWQwCN
zNy4M5{72Si?@z?d6a=n6sCOmickz<l$c%M@jF*}r!Fkfc#Hu2aE$$hg*e^>Zlm{<`
z_<UAX%dVaqzuwq+-1r3wJ}GBr`qUlaZr}QOQ9*)#+KA47kS$<?0%T`p&$qoCQf+R+
z@cNK~kI{AiTei8;RamEORqi^j{OK0!BE)hwJcP?Qq#@sqX;q5{eJj9CAm=L&q{yvL
zz@PQR=9rl${v)|4ygDgAMiJ$hE-;P-lh6_&Ki{8N_Rgj?0sD@1BQp2x5fLgwaUYMX
z?~8Xs)g7*XTyWr){orN+y_;Vci%Eb=Ls?4eVTW?HbuvY~PIPA|*!0zc;;3UrQpwOj
zsR^3%)LgrI6qbVUT3RZ`wBp7c0a5*0NP7a|8r}^vxnzz;rVbt|=7#@c;wld8!Is=t
zLt?b4G|o+>{H6A&Ka%BHk4r857V-?xxkTT^X8){z4c_k!m(kdt!wmYUKH%!>k(hGr
zqBTEC;-OhamayqL$Dv`Lo3Z#+0X)*<+HxjSssFXQl?WZ9T&bC8-Q41)+o2dwZsSz{
z(LHZYY_Y|Tw63M??94BW*)|hD!A-yru1v>(E;NB%w$$=+-%A2go~R+`ITK~#=pnsw
zS>l?1gWd$6%0&u=NFjSl*~1F?VWNrI5!%Pedx=pW0^VL_)O_hItLacP+P-&o(&gWT
zIn|MS@%p~l43j)u{jCk}*|v3Yo&yW+i?#LDryJS|wy$b_<R+pe2d_ql<VZHZb*|f@
zGU|CU*8ssst;;d7)RDQqn2&ED<Me+xuKuon(IeG6+NeKoejZ`}VxjEFh`L)j0He#1
zIw`oM>Gs(KcCSUTAJ)f2TN(Fnc5<?5CvsuqO#<Dw4{DSqe>7J1BvyHpnTIl&ya<i&
zBN^Jdzxzr)nr{(^;)a9jJJrb<VV6^$nIXR8YdHPlaGy6n<N3?RbF@~r>nC^lS3L)R
zAon^Tn>K8DRPcpKx^(eW6o%cL!gGI&syC%4>tUU%7E!mfPO<U<LcKE&bC0gIH%;H)
zpnqYy7{SEDkNLpPsxBVu)pPvG+zb9RVaTl8K{B%AW}3YzLeq86%xzw(-lKMw<oj+L
zpT>NlgMEaW;{i<+e#!%Mh@RT!6QBrxDK1}j-M+FG76(y)H0Zna=2HTCfbCE}d$7qP
z+xozq$N3Svh+ahgHn6S>JQD|z)b>a=VH(~V#VEE2mfsTUpKT^R=a}+R$oJ&CbDhS0
z{qiHfuBlqbmYKnNf&Y$|=b%#c`+^j2VhTdeh^<!3cDXN?^+d~Lqt_y2mkDNnOryko
zGUk~<H11vLc{-j-=b6)!io6puHB21?(iZ2uq*udbT4<-#QLPlDnTWPF60!OrUoIjN
z8<C|_9Zs$F*fFXTN%kW<X+{MRH%w-y{bG+HNg3%vYLh8!0FGbKi^>q3Yx-5!@;P7S
z(yv>mDC@*_T}zj$p9pO~>SjZK3oqyubS?|ueETGx_E@uqOy{(VNP?otWLe~~{ncUA
zR=iHdAyx(LtOtq)!wXP~YRxop45f1Nv<bJu?h!+L6tn+<h!08ih=e?aNKWBSj;V)E
zqkyc~_1B$SZZS{h+5+Lo;Mw!XQMWU3=hQJ`aw6(m&RGiIC&d7V=Z)8YTaR6HeIv+!
zQb_<#-tMRJI4tFZojy}*A3}o1pG^Vv`psMe<>o)+)<#YieVb>Y85v|E^dh4gkHn^s
zn!NtNm1Q_6ri4G;5=NQw&?R#4MDptT>HUO`+&u!129eu&dVNlj5f@yrvjMsn=c~`1
zqy+fboK~qsq8I&p=raL-I+#FOKGr&+n0Mu63Fr3P{8FSFAApaC><KJS7~Z0{S#rnU
z-ET${cAcPHmDP%U^=f@PP)sr~JhAw}I{P+TYryF|3z1nIW4oE}MgoEQPrR;%z_#p*
z=eOYv28%{kzTL?va51bgJcoIabcM!E`_~IH^x|X<p#=nBYZ%l!d4HXyB~J>oJgq;L
z+GheIzISiK$8aET2DeuMy#xLDwYJH^EQLdpQw!tkeP2cA6ZrK~<^KV)$TN7ib_NBv
z&MGo7GBq?aGA%GPConK4DGD!5Z)8MabY&nYL^?7sF*q<YF)}eSH8e9amsiyV(*ZY^
z0iXjZmsHjT5q|;X+leJRwj$dJ{6NbSi5rTPNy@SF>$i?3*)zkTL@CHF7K>QTnx5+V
z>gwuhO3~3&veMC2MtS)3RZ;;yL#3oMK*UNJ=YU9+N+DG`Ng&|8PO8%0A)#Thia?mk
z1m_1jxyot@t5T?})gULO%6e-nBUR;Oia?mkxd1DG&wnN9fe4k?RsoSJ@4P{&l@GAg
zC{qRL+`uST1x>F)6&$E*RH{NqAX%#_N(H(AUewxG0Vb>l1H7)HbHEa-=p&d5FCw5B
z_)NwQw5~t_Fh_#*V44qAB6q-oWI<~WpDt*SWUJ&+`&6X}Vmy2%3lI*xB4zNvVt~@p
z4h;Ix7=I0#17Xoq_{xFD0ZU0A00x%I0E#LN{*@6~y#p#Cl|UT428A`qQVJ;#^GXLf
zFxmoT&@2rrlyzu2u5h53p%pIRTfk6(_y9vC3x*qzqLo1kv5^}!Roa0Mi~&7$P-<X|
zMa?9vHGlyT0?!-3FdBSj&_Wn+j?x6s4R}TwG=I%lz%UVz48&BK6hSKs7#3|c7BH;V
zU<deDSq!7GfMG2--dK-R!WDpFokuAVsi+3O1+DirBu&84r+o;J_xq3#GVVjJg|Hth
z8<58*3vZoO@HPgQIfC)~5IYn1(~`Ch);Q<(Jp^0Q81`M33puc&^QaW8g53cUoRlR+
z=zm!UlH?SwfHXo)3K|k0-@+Q6)ufLm`IhAIOi1gMYi=G5Sq5GPtBgmTG6K<_=9#AP
z1Ng4ck7<<IrfxDqzDrhUr)4(~O2g*aCEj|bU|v6Se0bc*s)Ng%MN}hsokt1(aX#d%
z@Js)5_T{lqlF>qnm@CesKeY!Mwl~I46Mv_QC<P)4IFwb6bBpCbq4F^Shtg6ai<T%L
zQHmy1BT{&yrR3xU0s)|&cBF!a5vnsmVeq}Dgx7YRx_x8eGEUI$xb(gu7x74`1c~+E
zlHd-i;s1Yb^n>0a4>~G>JVwZyl*ck+uGoFcAI_YdAyn+jZGjw-Vw1vpmSsY{&wu$8
z4Qa5V;8b4~@iNa`v3KbmaqAV*O@GP)&02)wz{tl&cXx26{s#^o`@eATRMtQRf_#ff
z?<dSV8%YO)D`^ZK(RhUJ0^VxiL4Qh$%jOXpM(~z}?$bJ~n9wd_rWq``%n>CbB}EuC
zpQWd?k{&?c(4YfUQtWRP%oy*`R(~2Z56j`VAlYSlyRJ7GSxz2F!)yygPUX?Vv68ao
zSoa|-;Ix41A0U%F?qf^uiOZwi+L0%%#u-PsA#o-uL|`7D@a%Aa=`-!6r-Msl4qD1h
zYjB>BV<hCP1s!DpPZ=E$C0kR{g=HKo8?nYv>{b-qJTP<EBQ)E{1s4#3W`6?g9JO3o
z@bhTk<iyOx^Ambf;LmTtn?75^bRKDck{rlRxWIsH=&dOVj%uT#I(hq%<z&eQ+k>dd
zzf#fuQmZ;rju2C73<Ac$VBPUDp!LiH*N&_ouLlmO2CxQdE;Jm9I6|b;pCvI(H3n{7
z)Ei(NgQk5$QlT%xly0bD6MwoBE@o`Znkvn5N>b6o4aa4$qzyG8*(Efu9c>-B5IIOh
zm7gOeSuPL-H;=|sN=Zx;Lt8at#6-srZPJ*QGgxW@rkvAMYG@3kEsxru6SPBz6zevO
z9<CzRI7~DjDOebe;MIyFT9lP+qH>1wEFJE#m|V=Gd_e_RL0blFk$-gHNh;rD3rh%e
zt;2E?^femZWJD<>lXS}3d)(qYdPiFyY{i%-DlnLC7URIpf}?|r`JzYf!O?-6I#DNU
z$=lRPTbdyrJ~};&VM!ZF8G;8K_0N330dj)NAZviVazxwX(tib&E#YW5snN$2pOVHR
zy7U{*HzFR^IS>Nb$bV}Kejed^jPU_}pdn9}Z><efW*tf+I**X;)D~0U&!dCQ80o0z
zBiN9|`8am+#y@#=A%mqlZmPJc;by8FC0f9Tx~Jni-&pu9%^M?Ea)QT#>8O=Rd_N(c
zJQmWJZb+lGOe>lDowX{S3xcIBN&ViEZW>2@D)$fE=j2X9<$oH=D|l9u3v}d8R#JJP
z8xwc0ymH0Oqv4)Uqcg0e#O1fxYhthTVQ~NcKpcO&tSj+kI$1ob=clvL<zhM;(DTvo
z0^U4&|MTO6_uoG}JbbPsyciG9=9OiR2M?xStKaS!UES04C6SF-ls^o_!ThwIEU;4?
zh=;?=XZ7gpe1Czh(?B2$zPqRJ<@3dGJUTs?oQ-Rkfr&SZ`r-t3(LlV*tKbj=A?L%{
zn|e`wC(dT|a8b|1Wjz~BKkcz5Pe!m_Ckq$b*MlE^xRGUtKmPRM@PIATJ(j7ZW%!lb
z-(s0}y_TI$FD`~+T+inljq|%0cX0UP;n7Pl?#-LNuz&e%TuP9@F7?}nkNvjERm@^x
znYE>52jYQvC?1K&;)!@Fo{8t;C-FiYiX-t-yb`a)8*wat5pTsi@m~BYhT^06I2)e+
zQ7^{z?~5fpL&@S4+%%p}va>#kS`ebBKVJ>U;&<^o{2Rf)FSYo6dNmVg;#{16yF9Na
zVkG`0{(lf-aUmvRGMdz4DyA@Aip$}wo)8pK3<M!Si*qQ%<@jnYK8w#+^?We`{F#`G
zdHn^%&PQLxLM+Z_buAWuPQ{h@BK{O##W(Sn_^X~xn^BBAMe*d|`H#;yiajanY4hPV
z6!%`ddldbxqPULX`@6)i{(3qdUgR)R9JfaCx_<y}3f$+b>7xGhaZK#X2VOx>Oj3Bq
z!}<A*Lu;hmCA4pjo<4i`f<qfNht|csK~35zwC*OMHF9%kpF&vITl42tU{6+|-4Maa
zC-hWf^I^nBt1w+s1RCC5v_0B%rryPwkDs5M93PT1W6w5m%S!I4uf6j=iDAn=S?-d<
z)qk!Sw%pb!TaAJ>+EAr9o10~4bB2D~kefT5jE{bO_v+v&x%0uhzT+dT&PF^xqP(+5
zl_~Sn#Z4}Ko?W_hXtRd&xp8Zm$hp|s<6RH#bo{>l_1(L-$K=7@wkd_B14FpW0elaS
zhMbhLHz^;1ztB_XxqzZqW?=XgZ@;FkJAWNgN3V~b9-L%bdrqko`IJ)9>AM_Lg{@oL
z4bGNB$dqBWoAaT0aB%3+15NwYPL=$}hsP%`x%fQqsXhwM29C8d?k?r0jCJa@e<UVN
zdv+?OZ-07n^8RPE=Y3!5>QvoJ^xImz=Lfeo2b$#D^~F~9_Qk{5Z2Bi}){n!PsDH=x
z1vX~&*U@|d#0Uy#z7%jZ#SS`C)3ed(a6FuRT9T9LVo6SC;$k#`=3r8v4Y4)gYI-$+
z8Zw&?$4wXRR6vgpA3l0ODe=B1BMc-&a`?OLh`&Wke}@NsuLsG_rae2AvuDqbPF_6*
zdybF$Qo=%l8~i>HuHMNP`K?sL9DjUVnWMGtIShR2za|N)<$NCE2L9T#Y^UP&@YTVq
zC&%9(zBxGD+=XGPJBPp8$3G5%i(p|IZo#!_&il1#vd1plZx=MkLu95*pN|{2Kcjal
zNr!Jw9>014Ry{cEix=eHJquDb{<T8V#qn)@>uQ^BU{<+%y(!H)62CSr>3=CkAnNMl
zf*x@aT=QT!uklUyONfTy_ysMA6i-I8`2vwE>>geW^Mi*Zdpr8HIG<NKs@>7sUlg>_
z!*+DJMh|Is^!81@jh@=*xWiWHN|(mRTfn!jpiOxElcyWQr&~n6eNAe^n`_`r0WWul
zZ(S_f=$*X7bGSfP1^O)#uN2#dw-xB59&W_70xA^>nB5iVw6T|A;RQ7%2Yws76L)Mr
z3cnZdG5iyG=VNc)nSUbh@N3;---QDI7G<Y>rI)+m1si|jz-u=zZS;=up^SYhQ*Xn8
z^J;ij&!In=USS6}fae)DHux8(B=)D#r+M`o-<ZI8^kE3HvWh==(h<vt+emjT!L!(q
zKPXNWr)$NIyOnhQEeQUmJAXR<RQXxuXKpD!+|E5&hEe&`^JjLEvibQAPEw8?qC9&`
z1)V?hbIgCwTwrd8k+KZ_TE5cUPrzq>R{5DP6*t9jC5F~nhEDuxI6m6S{K>w=uLrKd
zu)P?L{jGh@+w3zPuJyku755FHtheWoW)G=s1^y*Bd(K~nfSb4nA@48z!|&@%_sc~&
zgi9B!7U9hYUVry!dV258VmMpuReVfU-yIFVjQD?wuV6BCCgonmRk|??ynJdmX7ygh
ztz2W)z-)Gecrm&dEn1p1c{@56Z|xrbwy^`?aJs9x-^0I{?@R}r?sCUHY{)y)38zC_
z`=(A!{w)T8e{{#~8a%9W6)mSR942<AL58wjZiCZZZuFS5{p#zz7W+2s(a*k<3mX0G
zyJml(pM&j8qn|^U8~q$R++dY)TeNq3P3|q)8+3E*02_33>H=e^WXD!xaJrND2HdPw
zm)qg=7X4ADCjT}Az|UHDK>|*9RRTY2)7gwB;k0j0gZ|x|vY?%|dW-sguf@MbeXCGf
zXWv<LwCn6Ui;i}ke75Ll--(t*M|V@uqQ`&2mh4BJn*3V~01VrK00h@j2O{D+oDdJ+
zi4sI3<jG5@==+$Av0q<I_srK(l;^Qpt5P5qYF|!Zjn?G^mgi7TP?a_13>DapUMs{E
zSC3Luh#LZ_2FG%S%5Q^*DsRaHnj2X@Q{l9m)$)65uFYz3flZ}As;#!1p|aZGp^AT6
z#*E8i>2#`yL2gtGQCD0&ic#fkK%jSG!*;5dB@dR$GSF1-Qn`jpo!hKd*jsaLR*Oqw
zX(w011}GK61`pN11`pM-1`m}mzfmznU2*j&My0OIX|8f*Qe%ND1Ix9o%r~x2WxjD~
zGMm+kduy)EYH<lGbBC)}88j+fp$vZ#*Q}BUSX{}0C1-OG5pl`0StoF`FJ)m-Dr1B7
zXmcD^`B5}D%bqh|1oLJ!xy3PgvzmMg8KZC31eWJWhRE%a$=3tJO#%HciTt^|i^gk;
zeJ91209ogJ?=bnUX1d2;D=WM1$XR7_z8UMbncWrww|U?(cEcBP4~L84czS;};O2jQ
zU*HHEo4@nIw};bDwfJRTzr0$EN0WL^lP`uJ>+$^leQ|VkG5<{h@#;IZ_rnj0C=HY*
z$^d1EvOrm)98iuZ50ob=02PReKt-YwP>Cf=6rE8BhH(@EDMnHVr5H;gm|`@AaEkF1
z0xCvS2&ouTA*f<hg|M1sYQ$RAEK?({W|^7{WSJUqHOth9YqAdz*JL?}Ycdbw8phR#
zYZzA}u3>u(;##)XAg*PZ261inEaF<$&5(0hH-osAbu)<j0Rk^xUe=R?Q%v1z{Y&?M
z14sOX%$FwS1#v?-F*PzdF+)W~MnX3<G&MpnH!(vnF*7(bK{GipH$yf)AUrrRH8MFd
zLq$bKLN_!tH9{~qF+(shGdMFrGdVCfLpGP%<^?%_%WoBR7{>8==bbq{?cwx7@1=LB
zw9q27lmcyOfl?^9+9DN{i&z(8VoZ$D#KeV0V$`_s9?cu$#)U47|9~d2(SRF`CT@s{
zft^b=E{t`)&*qbN=9xM3J2THrk|fzink4ZkJO-DNB*`}lN>Br3sD&yAR}%Aug@nn9
zeaVJ@CF!Cz^J2R}Qwk1Qnpk%qbVD!fu=KAv9an-nsIm0#vi6msmg9Pu>Y-xkKOZXH
z1Xa>u*aF+ww;38N{dbp+YlJ3ffp%!N^uGzEt<VNrpu^mDD(HkR=!0(a%oJ!XTK!I@
zt<Z0t-%~mOgQWeSX$VF@Ke`>Znb&=zGlt-Q0nqOan^&(Z7=az|AdH$fzNcUecEKLl
z3%kvme^5FO6R;m9&D*CH?1L$mG0HRp2h2PFRC*AmVIF49dj=F7f;m`#!{&YODmVg1
z;RGBrAN)nZA{>X)uw*{;n}U;Y3Lb(p=EF}ZI19@xP5<p-STP^_K<O%+g9~upeEeH~
z1#9pKT!M?{Q-3I+#T8myc^odA&(<rr0#~^ZcRaN3n)&?4nx24l^H1-v85x-QsXlE|
z<#5jJg6*&scoacdBR5~x?F{-HH9$|J)_nCX1#~<rKry3geql`k^^OLhr_p47MFkG}
z9L>-Ht>#Zw6;Rut&(RH?=GX5lpthlZ7lP(QKlGSC`<2pOpwz+Z5(DPX-BvIN^f`uM
z$oz$86zE=2+n_lyV*Zl45wtU?ZS00I^Ot{Bpj)Dg)6Upq{>mE)XlG2YG@U_3qp0X>
zUnr%bF$J_Uigv!<qJVbBG^g=`1r?2=qHmUzQqiEIK}Dme=-aCbsAy2pprTQKRP>!m
z1ynSsXwb<x14U2Y?@~%d<1|;}1&b9pYyQz)rOQBp<2<aIf3mKCiU!?{i?C)Mw-iv(
zpu2GyC}CU$+8Nh?>cu*jOf3I-CSfv2L9NpVG=~z@KpBd1eSS`7)S2HbX{wmt9niGN
zvW~K*s%0xxP4$+&`n{$G%f7yUuc^_p-`g}bS)To<X|v^{^O~A1UrIE!SpM{!rdG>u
zyr`+o@-KTewOjt(XPP=-9Q3&N!X)eieTVkL0XPVHzB4cjhhPro;V>M5qp$$SU=fbP
z30Q)YmjCp8aVPKHNd5;rsK6fzWo~41baG{3Z3<;>WN%_>3UhQ}a&&kRa%E-;GdMOe
MI57$(B}Gq03Rq~>ZvX%Q

diff --git a/Lectures/L25_EnglishToMath/EnglishToMath.tex b/Lectures/L25_EnglishToMath/EnglishToMath.tex
index beade9ed..8a4dddd4 100755
--- a/Lectures/L25_EnglishToMath/EnglishToMath.tex
+++ b/Lectures/L25_EnglishToMath/EnglishToMath.tex
@@ -162,7 +162,7 @@ See
 
 \begin{itemize}
 
-\item Therefore, mathematics is the language of engineering
+\item Therefore, mathematics is the language of engineering and science
 
 \end{itemize}
 
@@ -418,7 +418,8 @@ See
 \item Modularize
 \item Example
 \bi
-\item Find the location in $D$ of a particular value $key$
+\item Find the location in $D (: \mbox{sequence of } T)$ of a particular value
+  $key (: T)$
 \item \structure<1>{What are the two cases?} 
 \item \uncover<2->{$key$ in $D$, $key$ not in $D$}
 \item \uncover<3->{\structure<3>{How do you mathematically specify $key$ is
@@ -446,7 +447,7 @@ See
 \item $n=\inf$
 \end{itemize}
 \item Think of a normal sized problem, usually something like $n \geq 3$
-\item You might want to write down truth tables
+\item You might want to write down truth tables (or Parnas tables)
 
 \end{itemize}
 
@@ -528,13 +529,13 @@ or more students have the same birthday.  Write a mathematical expression that
 is True if this condition is met, and False otherwise\\
 
 \bi
-\item \structure<1>{Identify all objects referred to in this message}
+\item \structure<1>{Identify all objects referred to in this problem statement}
 \item \uncover<2->{{Class? Students? Many? Instructor? Birthday?}}
 \item \uncover<2->{\structure<2>{Distinguish between essential objects and background
     information}}
 \item \uncover<3->{\structure<3>{How would we model the relationship between a student and
     their birthday? A set? A type? A variable? A relation? \structure<4>{A function?}}}
-\item \uncover<4->{\structure<4>{Using $\mbox{StudentT}$, $C: \mbox{StudentT}$ and
+\item \uncover<4->{\structure<4>{Using $\mbox{StudentT}$, $C: \mbox{set of StudentT}$ and
   $\mbox{Bday}(s1) = \mbox{Bday}(s2)$ what is the predicate?}}
 \item \uncover<5->{$\vee (s1, s2: \mbox{StudentT} | s1 \in C \wedge s2 \in C \wedge s1 \neq
   s2 : \mbox{Bday}(s1) = \mbox{Bday}(s2))$}
-- 
GitLab