# HG changeset patch
# User Ashwin Vishnu <avmo@kth.se>
# Date 1525322387 -7200
#      Thu May 03 06:39:47 2018 +0200
# Node ID 5dd3701155f41ade89eeb120cc73e33af11de371
# Parent  8622eed07b4defdda568b8fedb088f5712ca18b4
Finish code org, start performance

diff --git a/fluidfft/Makefile b/fluidfft/Makefile
--- a/fluidfft/Makefile
+++ b/fluidfft/Makefile
@@ -24,7 +24,7 @@
 vimtex:
 	# gvim $(name).tex --servername GVIM &
 	# xterm -class GVIM -e vim $(name).tex --servername GVIM &
-	NVIM_LISTEN_ADDRESS=GVIM nvim-qt $(name).tex &
+	NVIM_LISTEN_ADDRESS=GVIM nvim-gtk $(name).tex &
 
 doit: vimtex $(name).pdf
 	zathura $(name).pdf &
diff --git a/fluidfft/Pyfig/fig_build_use.dio b/fluidfft/Pyfig/fig_build_use.dio
--- a/fluidfft/Pyfig/fig_build_use.dio
+++ b/fluidfft/Pyfig/fig_build_use.dio
@@ -1,1 +1,1 @@
-<mxfile userAgent="Mozilla/5.0 (X11; Linux x86_64; rv:52.0) Gecko/20100101 Firefox/52.0" version="8.5.12" editor="www.draw.io" type="device"><diagram id="32c47e48-bc75-56f3-0806-9a032b4a9c3c" name="Page-1">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</diagram></mxfile>
\ No newline at end of file
+<mxfile userAgent="Mozilla/5.0 (X11; Linux x86_64; rv:59.0) Gecko/20100101 Firefox/59.0" version="8.5.15" editor="www.draw.io" type="device"><diagram id="32c47e48-bc75-56f3-0806-9a032b4a9c3c" name="Page-1">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</diagram></mxfile>
\ No newline at end of file
diff --git a/fluidfft/Pyfig/fig_build_use.pdf b/fluidfft/Pyfig/fig_build_use.pdf
index 417f2f5a817c06c2b7d4b8c5d219a8ad7606b1fa..3ecc99de364a411ecd018d138ea0283511e0452f
GIT binary patch
literal 98652
zc%1CKbzD{3*EdQ_3J4NPY(%ANQyVF1q!pzbHr*-Rp(vY11VITA>F$;;>F)0Cx@&Je
z$MZb*+<Sk|```V%@8^Rs=A7RVbIcfHt~Fhcl*A=jI9R!`9}R4*&0%wZ*g-Z1=GX!P
zY-09MeMcL65WSeGy^WQblNAFto07eak&_`5s8qHv(`N&CK~_9mKm!77W@9a`?+69a
zi$4Lgb3oX+*})uK+??#3OziA*zz=|vw=w#EhX@H_L#>VACV>B#B57vn2q<Nfv;=s?
zp@ud_P;53isI`fsDTsp?0%jKy0y#JWCRky=PTcaG$fe|qoT{pw7r>tttj6%KuYc-N
z;hxkw<Rkoa!M;HWZ+7nnb(y<dWt*9ja;;d3o8bFH30uww?J@CPYSrhYBi9#fwO27w
z?q{bH!8ZqAGKh6`?XzKw8XKK;H@)~b3)DK-IakN@wT}kBH-(iLZ|a_V-&`f@e%;-<
z*=Q2JE^<H9y>U4`?BQ-5b8)HDdz-*;(|^5?6?};v=k-HNnN-AFLY?&Zk>I|p(^j5J
z^?cdB8G}Y#WNt^t@y0DSY}SYVp<gVsBHk0*64p!P&Kl4g-_7l?i$K>FcO+~uH=;$?
zg4jl2my^9!ugJ33dKkb-lZZ7ZxAvWalyL4HrinNtRp+j)uPsIZCn%9aD`w#VC=q!M
z7t<s>3x$<H0cPtKz*!D3z77}&UiciUOh*1xi~RD{nCkA@_xh!v&~mnsyCU9cKeVG$
zKZIhlR^#ZkXymM>MH20RU7znaYGCkcathPJ&d6W!bcQbX_4bD)`+1@Gx%Wx-C>q`J
z5`8Ev>ZK<3uFUz8pd&)bnC0cZLj&KPo`~=o(*TF+*+k40V(L4ZsJEA0o&~%f54izT
z*(D!-d4l_K!miUjHs;W5i6-Mr2$mGEeMx;Y25Y(5ae1G7a_e!xHCp+yhfKj0h3JEJ
zyv!TM*u3#PsmM=k0iW0wub8A8_Sbqyuda`zw?<;v9(SrT&qVb1#AQ>p%izDrYh}}>
zLPE}^c`a$Vf~+OR)MJ%&;eO&$(^28RQZ;i)YFe66__4=_P^4aMZUkS1vRvu(wH#D4
zvx;$6^rwUb>D`<~z`xu+q1e>@nU-1ia<R*QE<AX0`c<wu`|$gR(A7JY^s6YdiDS}y
ztOE7qg7thcR!dW_kV*Ym87se;K2lvO$3!y0MOt}T`U+DOT?>>5j1^VR;h#Y>tYmDJ
z5QPvm#uM}`0^*<kA|C>rZI~vK5YEQ<CO{r$1}M?b*0_eTH4si<H!{En9(|5ksWJ0q
z9q~<Cc|2C&5vQmw+4&k*!;-m3M%qJW=?A3m&3y599*k;p-?A=szQjDsG;04CPOUFY
zOT{iMl)5B=vua}23QI}$3DM=sTa+48lwQmTryeF)&WTT!hDeDXrx5n+`8hmHq@{81
z!(4gYz(?5g1~H_S@FA6JD~!clactlt>WN3x*3L2q6cH4XzPF9V=@EtCz`0B+X0<R^
zMB8+@8Y{GHSp$mh6lULrlPZnsSYx4*kPUPbi}gaY<WdzZ_2JK0%7>{`S90CVN9z1u
zlI>y1qF&e<J&D<r!n9MDxCRzpUrSj`6o%_z;mI;yjOral#$J(PiBV#Saiz?vKt29^
zqQHDLSJ9x!*6H4xOX7WhNFJOU*-io3PG`IncUv75n5&F{FBp2q_lU4ofQ~lu1)1Po
z67;;WRS0l^b3O}jc#udmm)KwAd}-7O@1JcCoH4-RaU$nj;u2t6fNg9~cUWq=wI)qk
zV8nHLy5sOLC$6d&<KDbE{Q+;xQNkEuh6kOuu(zqkYgf}QHrRTa%WK^i3cV+ra;*Mp
zHg*ouI~WJnGlK6~taq+#(ob|(;(jKj9lww8Gt-~&xFnb?ev?YdRNi3eIVJf)Eo_KU
zcE@-(gPHQPl=YE&+NLg5q!j-3Bk0Svo9B#&2V^p*HH7}t`m=*WA9XZV=kJ7(UY^-d
zU+?ARHaoF-Uo830q|(Crb60h*k0*k??Q?7RSkqOA&2G#u2C!q-y*<w+Zma_qzSIh$
zmBe3d>FT;IkAq28JVMh3lBK@ZU0Ufh>*n=O5C2pn*Xfi1W2q9&Sce5*q%-^5GH87}
zP-LFyTM2iCGB@Xq966#4PxBR5o=Xb}4qxPqee`ic$B9PIhN@>ItrVP(#|c!9>-tT6
zDtcq&{Up(!f0%}9<8gvSr$1N&M@=<9SC8hQzY}ijlV!sxqassRB}ogx;dbhc$J98F
z$g_z)$0C)WeM=VytC>7yK{Y2=>I^d~#ux;DjzunEe&}C<WRCI;>+@q@cqR5{6(sKG
zkqwnd=IBaHJ{r$}b`*2$Zw#NmBAAGkl%L868s+EuXrK==epW$kH}zCX;5)Wa#_7RN
zIDc3bADr%l{^(50>O#)B<QNYrnVybbOmt&xuXgb@v$S*T_zwOweJXYG(e0Rb)U8t9
zF*7jR&rEw~yq~b0RqJ4Nyn!TO*L~A4`Rih+{6Qd9^3XJs&f*tOB|WbfO$xjGC$0EL
zM%KF1yDt=`zjU@&=8oJqDL=d~_GYI5B^jSmBY#5Z`&H4XdzD`-m3TFYU@=+hH~bk2
zQODE^rTMkU2UqG?HX#qGUP-O?S?Yv7G=AR5FHWrQ`1O{0lY*E|lf2^oJ#o%6)d93@
zCbiGZdMu{ejRmY{YT*=NN8zv%DvP65l%*8C9Mc@EY#g=J#ITawQk$z6!AId6%=*<G
z*krh4*%lZU=oZn){vR8jln&qUMn$RTd$51lFJNtT!wYN4+Qe3in=%g`v|k$Q2<lTN
zm@*ewv9T^GOzl11*YvV3nQ5I-C1`Z!pjFbI#$_}zR-!rL+0M^M5B@|NuWX7JpN!iY
zLX;L`Sk!47GQixV`n+MMgfTC?ewB(vEmshw<A|n~dubnC-gVyiC_!U?63fbRUr~4X
z`^k1lXWZhDvEcEhjp<;*WKC&ZqvFm}@{*|X4<-<PD5ZXucccmAzTCBw#XPJe%}}IJ
zczC|Ol47GzFrQf|7G)ScM;2`ZcbGoIP=5b=p9wSVV%SFIL7e)E`jfzZUoC;x`=%`9
z*{Eu%xJ%*hhAXHx2tiv_e)fU<s_jqwN>Fj4Y1O2D@Hf@;*m^$;a{siZV^TiicS5>|
zd-7xlzq4HSh03W=5Y@*%%b67$eJ{-F<&~L^f#9W2mtz7k>WA!fdh#w7jt&e_`Z<<q
zn+&RkT`gK@j)e8*P+Dje8LGiVGa2$k9Sc+gX#Nly!b(wTYkD_1X3GGV$ePqp%l4);
z+N`87!hn^aC&2b`0Oy4Xv`QM&1QAX4iwszeTS8b>f{VOW9z20<ruc<&bJ}V|+yMg9
zqCq#I*4q@E7vS>zGhb!-5D6K*X6%$`ve1|H63%)OGK{M!;i2zrjm5+725@pFlFt!~
zhereDAY}pt5j1rXNZ=eZrU`<=X;LRpkU)FJfN7!+xjXj~&Z11NAOT@|ApQ11Vu!6t
zK+yxgY*1p%tlVwjhoG7sX+@<Ay*^$5)b^HX)o)f#C<RA^Gz}?HlY<n=1ltG1RGWh1
z#~JvJl~_9*#nu{H6#_&`xGvfza>AYf%*Z>0J#Fv~)4=7vnUezoCEBxRm?j4Ba7iel
zLeSF%50N1tCd>?WAY77&hZFy@d4=qiEHZjF5>p5d6Q(D}YEgySjP60k>H}e>`(>LA
z&8NFNGqK>DLT{BW31m{*%Td7n>M?*{$-ca)AaJD7L-?DqoIb=##8Q>#MQJD?J)j7b
z_(+&(BJe@t+jO-Kk4T`w$moHumt-?5Z{qjh&YXBDPFf}^?35&JV%z65yHKdSD@wwG
zK~AtbHc4CzCaa}j*NY9ih!K<z`Vul4hSYk7tc9JcqJ8KLw#tRHkfK|_4;mYGeSD1x
z;37$?hPP~h<GN^mJC0A>+1FMwASzm^4;}8J5X?e9Tgf1JhDd0HJ|~9@%n8m1(lWrz
zXo@H7c?WMc4&tOu^uvsdB>XSV0#XV%1&k$5V`d150Vv~U0R4iqFg9gkngB!n92nr9
zx3((qp)R_UIFF=YXJKpiL7N-tC3DJEdfDLou+Ng|&kI=UjQ(Yz=VFF#(k<b-sUh`n
zPIs31#M*l;E}-0Sdka^yq+&nk)IHv+bi1DP_pz6wSYz$-Jvp!PLsR2toHZ8`E$-}^
z7QsG6ewtp?`Y5H9BBfQ@!dDhl-W7&fgtPs4rC;<RKMj9Hdj)snqdTk|lZ#p!549f5
z-8ll9?#xAE#zkA(Tfet$50G`{<%^5OijylhLZBruNwI*M#{r=PtSP*Fc7+vVcN^2w
z5)w6OwW4jGyF@vd$&}O2rPxO~SOmyE(lRe^uPBx&f7zJ6F5lD4MllbrxG9~uw=#Ke
z9*k8t<_c#Jiqzh=n&Z%7T=_K4X2|GhL9N-y{$9B+bPY^VXXR$<EO2$?d0Ast?7-9S
z#j~tg+QR>SZjH;ttZnu7W++#a?5^4Sdr4e2Jk-Lc&?xBPMvi_1l$e9?opbQ%HCInc
zwO!W%OzBH6%!B7n?D<n|Y6ceAJyB0j6w3>xgCB!}EoZwll@E1!TE=ck9VCC9JV+BB
z@G-Mcsz%#M`s74=kJ+>7<%im`Kt-EG+=2R(3if2m$5uDjW~Ua#S|uDhe0P05rbM06
zIq&KanJ<^C*blWdL?#=0T{Bkk`H{+94>5z)n1BcYJ91l(CF#M`!8RETTjKQNT{85P
z+<hUC>ijSmWf-E7V1Q<UY!Ti2VIvyG4TNfjXxh&tSU|vj^z^OKQx-yV_U(AR>?r8d
z_bq}%@7y1gZ9F7z5mbIWh^9mYN62GxBM)MO0t=DMMZevBnuGM>A*y*GJWL}qL?UxP
z0z!6{4{-+&!oR2>mtadr;C_20nnN{M$S?gR5s2V~C7TFCJ(N1FQ%Mr4=}0>xS02u9
zo&?Od74j=bZ4~6rskw|XGj_IC8t1Fz4;%I!e6}3+tlTTzR`xkz6VoA~#qZG54l8kK
zt?V>@t|l}r<X7TzBx1EFLY|FpPD3#mWJwaUWJn2DLp>--6%BJj8+`DY1i55Y9mC=&
z3$i(uQfT0k;U^?SuURBw8}2D}`e<MbzJQ+nowLL*8M63%gy$-6Ovtm5OHhE$%3}jY
z{mxY0F#B_V{_67)#XP;xBl|AG0o>ip)En5}-sj#aO8!VaAY$=4a;mGTzwnT`Y3OUO
zW9~A}sW_hq`5ld3*HGE8RzD+`?2+om94sKGda7Qp@$*TLA>}~<h>v1}tW5*vgu?th
z414(PFqV?64{^JX#sfqS1$enc?i&;^6YlwVU{vIh;GU-eMu-XUJdj*{Q9&v}fqVY0
zC}0$Nnl#2>^gl)j7zKnBnQue>AItrTJ1S7jom_68@Qzgmu1HD_U+{ZR$QnorZ!DE1
zJmT3|*kP(<lMJ~pH*G0gVOP?0Y~f{m5xd+SH0re@;AU_^NBB<foSt|otCFpD2iw!`
zB(N>@;g#QZ=ykXkOq&!u;NX#tL)$9VUzUS=P3x@Rm04sM8}yE4!-F;gT$-_w@U1w`
zol!V>JFJhhg0nR<yPLeP(W{6%Zekm3b)tP)V<jl<LSsm?@clf*KQ?hal}GPZuoXw$
z!<$t_4_)urmK{x-!DFLq$V#U4u$243c;_&-bF`~OTlHI|bB)tyPd>#g<j9KFo{U!)
zGN$q5*~wAM9?5FNW}uUA2<~6cd4@jJ+$`2jOPqtQ%bR*19A!7J)}0jpbUcYWqRUlz
z(4|7V=FU=?(0N+sK{8(8K{B-kz0@QE(qP|0A8wXPhy2ys&SpmBBvX7Ejw^b7QySpd
z+`=q9yuz*Kvy0e#t=_FAH+b5@Ak`LF=tGyw$!zbKpC4hQwzz5<k?JoImMb*G*-&zD
zP$D>Mg%hDV#K!n}yD4lDLx+F=-oZ#O%JNf%!?Usk>21$T&*s9aic!diOS8@ni=pNI
z`63moHT{)zJlU3hgV8Lb^`*tB5h07gTJws-6ZOE6*s&7Zg39sHi<_If12)>as*N*F
zLx=9H+4rk0SQB*&ymec`q8=W*8@XO=X}qOqa<liRZ&j+dWscJ^D4nFo;M9^$k4rIz
zxXqbZ6G*}8mIQ+gBM$F$a-ea<&uM_BlJfH(2MrhgP*hG#ouWkzDfM-kd9Sa2KFq$O
z`?b2XgUVG&Xc%SqE|A`~Nd$E_!Ag2t-P+s}wrwMT^mbzwb`)L~sAE)g8=l`%cNtSf
zcRxWfCsYdc(QqU^Q$zhlMu%D=R)Ge};EVFM*5AuD65#8B6Tq?<kl?XEM(k1YlM+J1
zzgMo7Q4y<;1~UAZ(TJ#ppDpgzv>6Kqr8Q1Un75no(RZ4(n~qjVv&h$1`k{BA0LIz{
zBy08<H-MRAwC7faiL;&977oi8Pe(a^s?GD!jgIy!(dAzrK-v}S<g0K@JW0K6u)nsv
ztgP6cNdSh$q3g-04zt4-?-_S*s}?ZPde7ya7@w<EgttzO(udfv_R3AQ1bdm?mXLM+
z+}4$*@6ps-@wr=3%a4v^@YXNBYH#Xnpl?vB=5*U#g(uD6r`6Ub)4h{0gW{3Lkj%$X
zQRfh^E)u#*`y^{Dzkcz=wznnR&=TG0NW|vn%mzvg#@x$S=PE>7MZ~R{l6gmB#dK!x
z%sNuJJ9PUA8}{s1DY3nE3JSBsf?U?0hF3gV2Ni2lk-a<fW3HmP73IzSmlyno{eN2X
zQR75573jQlws6aCJxqoA?tj>H-1m2q*3+)Px8#@&9JDaMNg(3J9mGJvcd5y5=_OXL
z%UDYTPs0avpvh`s7ksgcVNP#>?Rp|*1=ys~fytnnPY?@py50I@#c*oL3fSUthuyN9
zsW(^?0)g!m9kHu%KLfT?6hx3QZ!W+c{ymZbONKeWM$$|VzB6Ngd-YTv*zmP~kvWfJ
zyDPgqZ?%eWX;Rs=Ouk51yf#j}G-c7#Za{$|TZn8>ggN!J`YqaKJAi<Lt0C=2pkt%Q
z%Ztg>sbA|}tA8>8yI_$*+KjJnOHD-=M9s=4t=ulF^WULjTc#olQy};>_uz4&DF@8-
z^(Gm!=4J7Z3PW3W2g%t*eHT4-vA1^z=1bS^pIY4?r6|u!{wVq3TdR3Y`pm9J2e`3C
zNbD%$zKeVG@#n*H+YYSzH<)+b9(lc6>XT;OGCeg9c%J7_&*rHu2&QO?_Y7Z{cp%Q3
zJYK80p~d&SB`L*W>__AlrGfgUpdlZtrgsEUiGaS`C!PIwpkdY&5R7bT@s>q$gGR%>
zC6DYYYtD_%NiXZ_B-v{&Xx&6_$9~5^4y_u0zOx>oy3nvjSjpGFeSfXyl2n&dWl53*
z_z|pjEB|&YFjQx1IG-QGm(mM(;FK3oyO3xUzfCi-Z`#~?jP!8g?t@O-60_vxp&+e#
z(hjWLxSwt<VTiy+zZFIq_gIgmNKx;;_N!f*EKiE^cTq!<^eQbdGq2k%Hm%Rx&RNbf
zZ2I}n+?!mam+c5sr&tS@6lHaCq*D*GYH~hJ#t}HD3OE)}z7anDV6n7C`*JS5If-ef
zA9YcCgsLsbVT;$xwYHbBdOv3^A>k;Wdo}fNJ7A>M+ifLiKEoImuPOCIcO=6keMg<!
z@MBm)U3y)Y-NDH<^HPDE4dq}|>t=WfP0Ne*7yVI%_-pO7$5X5=VO$f<FJp(gBs=VA
zR#Q?!->U2bN4tWiZf6eXv@zDNh1teDFT!x9>aI$o`=-V?W3voc59ucYjUB(N`bFci
z4)WOZ1=I7Az7DZ(5sT)es!rUSU0R-}Sen$Puk;~W0#n^2?wzjGetLI{^tH56%K|MY
zl_(xh5z8t+xwt2J%|gWwn${R@VUNVt)*Rj8SoGGQd!sfkM?s|}I|nHxC!##}IF3&O
ziEl!{Iw=JXa`()(9~~|I5WKxDgJWc9@wf&5%4rXla`np6eC9AUAXC7=)Xn2z-QjwR
z)(_YM-T`fxRosTWh%PdCy7Cw^K%mMXLkRoSt|m&uxmCN$vJJ-0nzcsg-q$h8pB`rM
z^kXM%*obNXMt!cs;jsRqs)%u6Kht-ez5zrtfa7R$O@CQ`tzF<fpiE6&dptGlNddYs
zezw+ECz5LuJcttK!D?4ygi0HYH^V4C({0?9p~Y}<{bAsf9%-rjs5vuH(e~F8R)=9L
zvsjz~1=?1Ms;Fg@QKzR9+SC%3c#^a@ncNEpVA*7+hfz#-boYpF>i0R-YL_yj`6k&r
zd3+KXws6)-!>;FAH`^Q{GP0c6x2%E-7k_@fZ>?bN?QXcf^HNsUHN8ZYJ*-%WbRZ`)
zk)`A`?4|5o;fc2n1BZl8>Y5*4q1o7o<+auF)(V_cq=JRAyrzQHHSx_dc}}S0?hkKG
z@Z<D(vk8h)PIq?xc(<=(>v=(Yz0h*$UB!{S^3YQ`?x(c!1#6&`?&t+0?Oy!jpuP~(
zF|>u6wm{tp3kA`+5g`gqoTm)AAL)Yhy)d%ag=KN-nR3VXXcsdglVxJ<Q{$5<e)i6i
zE}NJoFa_M-I%QZiG1XT_^Bms1x74H9wn!IFJq$j_ioZI2>ou&C+qs|e>TqGBS@EH8
z7_)llB3)r}$*Zm5I~qF0eqNSU<2kfFPNX$DF`jac+Y2VlO)*Mes|>0lSt?7_)q*x~
zn>}P-_pg7k$5wbeF)q**6)$Ag+MZ@P(XMu`uM=b(v>_lm$Vl{Lh+89Rr7*&C{&=rA
zMC~Gn>cQ9h^*EUq&MvwVo9F%>`lMIiwm}=6LmGn>%N86yN&T&t<3(n2Uw9WE(6Tru
zoPX%6*a>BQ7v<RP$1c3AN}<w!Bqkf1(ImTSAN=8Ig^IH4+gc*Dif7bG(brBL;tC!X
z{tFa$_&3pr=me217U`}QpFO7kV6XRRV*~FL!|QZ`#7nqrcZ;jYn<aO$?P6apZ1`0Y
zYpDLmn8n@H7$e>sEwVdWH<RNkXZOPfvu?yA*$Z^HKRl4%XR-gb)d0#3c#}16bcObF
zq`#M%tPXF1cc7n2MSB&tlWL@TjXL653kHK2e|~uy?g3F!^mrh0wa?4^jZU}^H1pGY
zUPS3p<po}^kdqCMa7)0GZ=Pxfn+8Rh1P@tR(T1gi&c7!#1qD5}5W+F4dvFyachp*Q
zj$f&o7d7IgroPh4?bYt~J!5F0<}rE8z_fp*xt)XBLK!|I6lUvaXA?LHwtU{-zM-fC
zBQO0hv~PT$Z|#8*JBQlzOBNd<nkJH{#Ol4p_a7R5D3`rnC&4iuH4tzL&9Lq>#F(Hw
zAIuT#o^>-1w|e8buzWln$d{XX#Wk2OWz*HnMP6|%IXn?G`lGDMP3&UE=7y|1SNW7H
zfKT`PG6|~Avh0u$@+?^QJ4V^E;HxqgJ%i|Vo`xTVR+3mof^T#=FRwjS<_>ZKi-*5T
zl+HkgEOuV{4pg5X?z@Z@6{5M9y)7gC9J&#)L;f_|T|s_tjqKdelue@-X`aLJc=)af
ziwvoYbq2kkJ|t+HENPz)_P_|VXHKjXkVVe^0`CK>hIMcX`7uL@@ha>~OpXasAFlTq
z=w6P5=@;r^%oKB$#&c*1W@`}LsYg*3FBj`o1AP&>=1ySHmGO6XFV0Y*y7=bl!bqFx
zt~<a#1DgYS-)xgZi+gc9Mc8?X!BY?DNf)i&<Dfrq*X~fXc%cZ1ayq_~-Y*@#Q57Y~
z_WYx}Ra$WL3){T+F3AT`iSiPkf;~3hq-x&hVymEYUD7vGuMDluNMTJjB#mKdU5GMr
z>Bx76{NpM44#T^tbGbB%eIaZPiC9Hm=kKjglAk4t@q~7O9sNvzQ>ze>tQ2tYEIBn~
zG1*@aFGH6*6gbOp;u~I)OQbARCkAq#cxB#&Vz13do~}Kew0sJAkEu6+EX&Kg6J@EO
zYPKDJn8V*GNtv$9Kg-Qylxi<Esl9vcgKMJB-FXelCtjR%3&d>KEEO4RpLP~^wytm-
zG-~+|h%y9LB#)JKY^{x`pVU`G@FksvjU7z3O?wt96ed+BR$q)8lGAl{UOpMW`t)j!
zo9APKVvbG1>{tp^Bkz=zNT5y-q|F&MK?^B$kJbu4G?Q_X%d^6JB;zF1QmR#wAsIJp
z2JvDQ)}=d-lpxQ!byd3gdaLK+^r8ahm1B-)_VUXP+51Qx#sTG2&Ct$+)2ByMcUKbL
zk{p0I&aKAmvUY{8y{r{q+~n2BD*H4`)(QrUU%YM95GSG5cf1o=qQ@*Kvtx13jeKTi
zdivdM@&Pew%(GMd%x2*ZtzGV+WsaW7<*YeuRmOv*qR4kr-&~lE=H9xJ?vs%S)s_me
za?fZnwb3cN@HLE#z9-+fv_sl%p`Ahc*oZ`biDZg;SR@!>2>uaZ&<@?^pf`*?xP-QE
z#P#w7m+)4M^YdRQ#O#F*TOagq3FmzMnd~{2&oJr!13LPlfY(1&^VsDi^y1U|*z-Qt
zidr+1b|GAsv7@%qd?uz87=<4!2X=iqX<v1+>P$hq!_k2`H7GG46kmEfK$A~B>TY8u
z(Y|uK;v?CLzOG)=lx|q>s)<>r{gTnv>GMNQ=VzS4vJ<gxKrjezQ=}0_XHiuc?oxc1
zNIOS?wX$kmybx>~7U1wOF?G^(nU3(+OE7HS@jWq!3H;U9GaIghD6ADZcqs#jA@N=t
z`<%tZKk+U4+!{nUg&Cr#9|>ne52L^r?NnEb0kNdrsmYscUfAb^!Liv(qF&e+5z=0m
zE1@KPupgn+jTHoi*;sSTq=`6lTA1(`fN?lIG7u)jyTY2;>;Q*HM(WCqXB1&o`__q3
zX2)GBjVmdXiGt_xHr>ZX#a3&8J)ARU2Lq~TKB?)f6ESfmTWfKBJ;iw%6ei`Sx@@GI
zU1tlf^ao{b;~CJ_1^S(Z9Tp4ng-Lyxma-0(G2rOBgU=;JB<udxL`qK>zd-RN7F+tW
zC{j_46&&M}g1iIm>cV7ZNNRbDpUMqQT6g5<B{?&@#>AWhESZbryD;zBx3#6g%3D#w
z<~tMSBjIdsh&A!*MjS?ysx-ZAI1hHi%aU42u3sm_EAn99(%|tz4p#93TOA<{=*OAz
zo}bS8bWU?G&Z&O!XXK>xieJ;~($$<6_rgA7&|`2U`}$KPz8jyyXYBIS;p<X#Tukc|
zE4+h<?x+%43l|3Dp&!cftMr;*7VMgJ&F_4BY`eKdHxT=XGA`8FVwJgZ@8cA4*odX#
z1)t7<S3<I7{=#0-$=*pU)nI;^$fcFA@9m@(0r!Fd%-bW&&Ijz%sa4?pZnG3l;)D!|
zv`wW1)sK8l<`TL>B3RSYF6W=_UdLGbwb0iLmT_OtSQRN!=GDz?>YCiWG_gFkqUU|@
zDH_b>_AQ7jXxsRs*2Q~w^TVp-vRfex+1r|h^r^4rXXX#C@9ix1@^D07JHOLT)Xe8f
zYiJKnvjZm-q<M81F5R@^E6Z90HVzvtM)^KJ8NRuK<c7BhW%jQOSJbva)UH`t=UmL~
zw%GEE?XIjRI*U7HYdpa)R_dV-`_-R&QsYdHf&>P1-^`w)%O-w`p4+O@@Gw)H*~k#N
z?BO3VDcsPUE<ZgMsyTGmj+hxPb4i-Bb5x1jSF0%;SoV>!fn1z7oN{3gSa*K_kFS`H
z^Ajv{U9GPKym6<y3WShbs8_U2K|_{zygA(QFHUu-2CP@?%Ep0|k74ZqGSSn0zs?c{
z9pUawovP*XvcmTdI`1cUds`6^eSFgNtp7UJ@j7q16T(_XNR%woIYuwD#VMzZBTyZx
zBc&l+JDhXys&Ywst!gE&NxME*@k5^Hi0H1a2A)Pdc5GT67x{}56R0(tnkCQGca^Nz
z;knIW6$i>HG76)XgFY>RA4g&ZFnMbhNlGXF+SXb#yuhdFtFm7`nwUgg9b9u&S+y>_
zH1KE-*HA~v!)9l8gCgrc`GO||11d|Zx_Z&dUekV0hIK^Vf;>rSKEjlDO{*)l(ZYGR
z{<->UHgZIx`uMh1X}Wd}Y2YL8zysUHah2`5hT#$@kK}e<7W(DJ`R5D1a38a&VU0eg
zX$1|F&37JVV=?I~W9906I&Tbq*lfFvx1aKF>1xGYbH1~_7|OkN+=sfd*!E9z^}p`S
z>VEC6{&>HjR@UKKhA`E=Qs-o)Dem24!HNC>8l1+F%DdxPv|D_y=o|Sxe3z5nx+;8)
zWKS#TaFF%XjV_Glv`li?8R0C-%s%>Is$aMDM!~qXX?bS>zm~?;Nqwn+wD#*%CO7`)
z?W;m-yOi29nUmNH;vW$v8y7eydrdNHa>kx(&TqHnIm234b!Oe{N+(s4Ae!6x!%I${
zQ>X_eN1i1$Sj!B3bh2Ym4A>R^&`rP2IxU-8EX9gem)@FenC?%V<zvEC3$A;fmc1t1
zoR4&cUodMo{zz8n<k0CXzLzxwx?cQ3$kehj&U@<8(_9cspwV1VyUZ!Cu5)&NF{(L5
zbF+qH@Dt;5LQQvNtVravQSESIW`A$(6VvrQo7G+$Me?F>sSfT+iZ@LCvKvN&<lpp<
zH<P?v!zk;fhD;tey^}a_RiNvnMOiZ`iMtG8`N-fYMv?ja3fJ;`C8MV<T?Qw~8(0d9
z=*EsJj#AojY#KiPt2LA8vY?jCL!u@pjHj|>Quj=cp6|=7rLjF>F`Y(<U)Mw;U43%J
zKmX%IEGOsbR*B*PRgxc!h03i)$jc}B;u&Ub@)fSNo0CWKdt_3}60BOA_t$%<#5uR3
za((wunyK?oKH`00BP)`DMf-=UQ(w-4k&5qPT8G@7+#X?ac<nVgBE0K)bxE4)IaJ-H
zRIB)PU)TA#=}}kMZu+Xe?RBhBPH!1&^MSJ3<$>}j*47fkX7R}y1M}P&1GBzhpmKeN
z?bk$2&#qoE-w{4oFT+pQE`^3x<<X5mMg8OsXHV>l$2}t%`8&DSm&7ujUfAim8MfG`
z#684KOKSJMUXvq@3knBj%sSWAra7J2>E3)eIf@yUpqg*QJ*-<YBEJ#h%xUf0tgw;3
zV@}qe!C+P^u0>l?>3Qm27v-5VDnLTa(n$7dX=eRkKfq<*<Xwjg>BZuLP>rFpT(@$t
zq3&a$C!v)|=iL-j&phQEoLACF#*f1ClW5<CB^NCD;nZ|yI||!55q96+bzYF-eZf<s
z<}xYcTNJA*bDY(QeYsp-S^61`Po0h|x<s(V&T&S>N<)KkN<(R3PsSS3LV4u*<zp!F
zzPo&?tZakL0%PidY$n<#;X`Y1V4-tva?66#Iu}eU)#0-VHWixZCa&<V4Vl=pS?j0q
zTeY9Qm)ytcMS9+mZ`}tebDDY^CaZ-`0qcsEI%kp+J2HHDZjE&wWcYpKV6@3wO>uJN
z%;2@s&iDqU^W?y><Mb<yq5SVP{ggu|CU3-r-1F1|-gHjM@31GZ>gw0Mpqg|zq4Ipu
zFH~-q^deR4V`p@-W_LuTW(BxcZH9$hJ-T4h&%4Tud!~IR;p;=k>8jyyytRSob1Jed
z*G@yB>>rh-rX8MTas&OA^(@}hQ_1pu0>VP?`9eMi%WktLOiYDr-tlZk3*4z-%#%|!
zJ>d*Gj*<3MYaC)5W#`l~{+`otw%m3>VOy|mO=UaE$#i(WI8v3d9V}6|PMN@A>oMW$
z=_$bW1L7uEmqB~s6<3|^s`m5rH0?;6nSdGge#+cZcbMqqiElpDS7YqDi=QLhJ&Gx`
z%O#My5^R#y6WR_7;a%&i;kpf$#K#xclqa4uB$Y2_I#L2x$vdO_9mbRkL&&_!e8?}=
z^gMGzXigdKi=V4p-(8a}R=OE<FY?(X-k>I4lex8{{MA8MVQj0mrg7eDa`pz7_cX?s
zFYUU9Vu5T1`P0VxWg$^+Gnhw`qQllj_Yqxt;ZSB6wAHf6`+n5dwlMdfGo1^)TieIh
zy?u9Qc6Lv>6d1ImkR;93uZ|7d#ViU{PXsj5?A-d6%Jv0tfm~RKlZ5>-Q;ku46NMOS
z`?w#t@}3)Ap@wF7i*mN%W_H~d&RN@GDD#50wZ7zxwMR7(UX@_4zFCoATagW#_f8i7
zxO-fmBK|8k8yww&ykygzLW42M4`@rtmAL0si>6k-V=LxXzS^0JD`lni9fN68Bx+*=
zmMfQ$Zkl>WNp+N#VOJuAd5*h6P>qw;4y%)mlA!C>_gAPhqa*iDhb2okzSf4H%cgAC
zZAjNw9%^}ic)N2&BD;N%yf7*q1QlM4&q%y9{NC5$Z_hwiC)vgpPQ8SAw$ZNJ)b3w6
z993uBmIu^Wo)z&Qb#D(wK=IEMJ&S~$9*%uFH>Rekd+HTUyC{6LML8II3+la|AQp6q
zefB))T=JVuz>`SaqxVWPXinmMqMk&9ydsp(g3cd*vk7{VlK8ond_Cby*h4W-^mQgB
zsmL$2C`T+xQqkz^nxAXY*QLROWluftu7}wBo-+=rB7jVTWukBi!^*mL8DaD*ZtF~}
zqSxFo{RFL{xY`0}r~9&KR}3r9lK!=^@!46~O6FZ4DKe;q93LyX=I(~2e>iS0E-ZFT
z-MTydobtRc#48qYn=Oo*MmXm3WnuLF?#p*~!OJF&;P~Wpmd=={k_D*-#e1Fo$9bCY
z)ZR+C{n5U18~%K?L!q&k0OAf@33P4hJ>u5iVn$>-Jhun+Fo1eAHDhTeO<VC1$$$F`
zAesK_4%}Bj%fm)K#0g+qk{?Lf#UXT!eC_Xzy})yc@Dsp_Z7QX3KoLQYD8!_uuL}kz
zaORlTBsqlxZCL{xXc9xK`oe$|KX`08kew~ytgQ^%Sf{nC+Ng`={pgY#p;s5{M&>kY
z+H^VN&UMUgUVyhe@Az>P<$N;bd|gQ)mkXfc_x(KHk7s)!4#yz}!?Ef3z=6ac0z<_J
zOP>8@^_??@#anjMeCnLS5x);G2<7l=r?z46XI}{O340h2Y7rfv1FTj=T;ao7NwnrV
zp#9aEUskJQn$RRl0JX}PE8rAPhvFfqCgxhB^vM>p)MaeTVx-r0RFD6+u_2{p8`tD7
zM$U0t%rnip)Mu7^7h;CgTaMshA%>;HQHi=<l4mRm&Ypc1uwKwmj$ls;HQh;?&<nMo
z;kXYaAud$jy9MO$#oXOq;0_ohPYm?y80dBh^=z$aB+qi)rdpH1*S&heV`OBd6jxrn
zm5m(Us8D1P>uKN1I`Yn6F*B}q<JeBBBa#{{9d-ysY03-mVzuistC+zuOB^a<{^(!c
zyS7Go^rX};RG(r173-ErQI)S7-mdfYq4Zdtz(ZKrkZcF}?3G>Jb<@ts{h2&Fm1jFr
zhh{U`F~oQ$<q_LCt{=@ZX}|+5k=;5;T-N#nhM!#Rle=wYTvX?c=`PUjWJ?iKVp1#&
zzYW{-beOp_tX=ZpP@%(BS@GG3gWdNcBIlUiqJdn7RNgOaFYWGc@nvT1%yajW`V|wG
zKCgpan11nM?1D&`9%^rk=`&l+SvZeq?%rjaf+d^^PX8#YdBeHB6<ipGa&62|SYUoG
zSzCf^9owYQAjAR{>vQ4J;pOQj3ef1u&$15mV05aB7-kjKPD#US;E45-Bh(Qwn%1J1
zmSsfl#OZxAgwyZ5wf1KHeMPq4BABYx>qR>C?SyuLD9rwONaX4$w~c<XbhOM&mQk`a
zSMeLp<=V;6vbqRi>tz>DPThE#>5<zf<TYQ)VCRoE?&cXPR5x|-zT*}Aeu(9Jk$3&m
z4m<IN1LCdwV+1C$t9~AxBP6&3y%v7FoO6@#DxPRBxX(uZ;HxJ%hqZgkv@%38)Av$*
zpQs%S%t*xt!ts|zg>t-z$F<?fqOtbC%$GsT{7hg)aJsBbcn#73>viJc6ZoR|Pg#LQ
z6Hr8#C^)wXU;YF=Nw&uUMfiyGynEvqQIF6Rd^v1lnJ7ZsE8z1Ur~@$Y=L1h6w;K5f
zdKwT23e1(KkYL1$cK{`#&QbIu#QECZ4sZy+zjaCjuftsV3@Cg9UwyQ56u%TARwFJ#
zp%i>Ia!mc+Zh&2;;?D|o`?EsZ5r{<ihLiD2;ji1b2yuw#5s?UmL~u+Rps@Y-MciKs
z<86Ba9B%)4V!=1{_kuV1r4Vs}7f?t|lNe}A(x^U(;6rR)bMT$c1YRHO`1kG>ir6yX
zmzjG~0Cf!Ttqo^R>lYhhtHVO5BW<i8=y`-t2fySDAw{UGKw#kN9wo-W?>YZ6QwG8`
zm;Fl}yngtXx;sF97D8P%yzm`RM<ev@$E}#t&v&Q?aj0L;`^$JJy}@VP6RFu1dGsGP
zW&gOvwAUcxk$;Cen^Z{c4Zg~}f6S@gBOx_5MBQJ_I*7Wznrn7{vmlz?=6<svnvWX)
zNc?eYBk+&JH~7Q<N8$h03cm+%?lt6C$pX<8|9@3}7>m=!?(-3aOvAhu+V|<s{K;eQ
zB&3wFjU67=S$)5iV9L{OPsQ+29xcI=$AAwO-Hox%Ndl37#<CLec8oZGjI0Z)WN5?S
z@{=8Rz2RvhZ-O3=)HqqlfgVx!WAz?diJ~`pQQeZvD-nfbM)?fJsj&yr&6e1sWEj)z
zkjN}!RI=Ai^_txxU|a#cSv*u5?py8byFR|WxYa`x51Z;y0obmJLpUxfJ^%!%b;B0%
z01^#O0z4>s1i1csa2`w_5q4ZZI1dO3qk$b0&f|{+2WoV~h~cC-oCJ6t=n>%go5FcQ
zd_=f#QxH5T7=7#^2p&v0P#xgG1IUMP65zR`2ecT$d8B=SVkCkG83QOHc+lWL&2CsU
zoHT-y00^uXj^}R)=V|j1;lV9L@StLhv9}?3Z~@@c>}9ErAQ24QAM6BKe9}R_NEilW
zA#mVRBvcOEALh3s^+7(qWEci;F$DEbas3Urg(Jx@P{@dzJ|jGUt)~R91e)o6L^yEY
z!kIrKVKlSTBecMQPji-~7=uKRaR=Fz5L!?$%*nnXv>>B$;|{{LeD?9ZhhYvEqf}o%
zFJ7=p@Gz7J9UvgjnV*Qav-<#l6^KJ`KL_K2fWJh|DPqyMs3Ann2<)RKq<Qho`~C)f
za}nox$;>mQ3?y_U0D7E^ID{y)`3)SNGA5qiZcGb||Cl9sl(^`5r)!!454t5TYUpi|
zLP){WL^WmwW)jL2BeMUP^fR(E@P!np0mWZd{)Z%5`}_|SJA(qC=ok{IkMy6Cn32tI
z(C2>`0L5Ru{+q0y|IxE6+woJFy+rYAdivV?*v#a))AmKWsPtc%L&T*xB6A>WgV6~m
zF*gCB33ABkCe_v3Uz%P8B=vWG1uD0Hi%uUAZwui6bH@blPXJv1l{1UNORIlEWCS8+
z!=Li6L?ZYQCj{B@zjN)-sy}B4w||Shzt~9NXskcsect-d3yF<C2|z4D-S5;M&esD^
z5*!ff5QmzcZQz`O$R-{nMos^nanM!#jZj$obL<I3h(o+1S+xFhNLv4s;za*JeE9Pg
z#qgIxc%l>rSBS`$K#Bg-f9F)UD*i^?{-qF+cLgBC0cji7$}FI80g<3Jj&1x&;^O{B
zm?R?<9>WtoPlUoT!k#eOW4OXFTjzix+Qd%?g`1crQV{-%zY)#|h48w@F?bI}5?64i
zt~Q3@Ltje$pJo^Tr|EyO38Gp|B@6`1e*kBD+Tk;s=r@+_HyqIl#A}44|Gk??=KTYI
z`;+;{Eu6guQIC8AYGxpV2>I2fM<b-him3amSqoA3S98VgZx%$e{hYtV#p>o^fs|!}
z;In}YR<jB5A}k;r^jSU_eO+V+P}7!|1>_4O%Ke{+(kiWnPmiKQ$3m6_UT`F!@C1nz
zfAlvZ6R!u|!{~#DECOVIQ!;UQKodd3_0uQFUIvk4AhTlziR8n9X!Rg6j0OY{$zP8Q
z4FN>@2XHsYw+s$^U0;76V;T;eMMkwDdyNQ@w{WZVXLH~{s(%8>F?tX{BvcbJ2m*+T
zo2WmFka(NjHpsUK4ut#x-o|k7nuvDp1|s3+nUyjtBL2biAETmYza!!Q-3dtl7L}jk
zp_agf)9ZZ>@<k*v#OzA&*bb=1{-2}+e*r;3z6c79odBMQ0Af(cLi9n1WDEJ<G7^7F
zG9!c+F>nj@!x4(f+1r9dO5tW1)r0P1jKPf#NB##8C?Z5-u>-|IIPl@``~s0P{14KL
z|KCHqNa&0aDUneKQBm`oF@O!8K(`x5{Z5YG7!v^$JWbj&UI3`-F)|ET(RJm|^Fz^%
z0h}B~wz#9UI*-%1f-la(R$r$kg7o&6=32ha2~|kpwU<cso<vD_ph8Zz@^4y&t1l-^
zc;;#koW?HrYl~0tPp+NWayZnhyl#dn(zbe&m+L&fon8&kZEf@k6?WDptNv6J!#tSz
zas$0Gb6cky3)(KaxT)6NnM!^Bv6iXg%w=z=uvpLb)5nS2IByNQm1|d>vXK>y+L_LS
zuZ7Ep^c>A3nd3)wpR<Py)ejnLySz0E9$z!%#4+S~q-qszKWEFReo^bSE$(!cr9X1%
zw_l=}k3+WH+=_ni<ZU_WVFup#%BP`S(?dG{R<;U{iw{Xts{^_t>ElIXHqS>|m##KW
zGHPmC$Ktdq0$*=*Twz<&P#>Rl#$}ksiK;NnvAz&u-qWp}eY1}WX6j@(wS>40Pcsbk
zis0z>Ke?PHxzhD&Yuz;2CTypA9^cm<Y3PQ=+bg-6N}}^b*nDpk;zv_+7=ik}p!rq!
z^637;YVb^KKhC(!*hOR6l7c1_xl_CHl0MZs`Ezwqvu6__nfK=R<5W%iI?t=<K$Rvt
zWsbSEq%cC0Ec1_2$t*0bQm(m{)J=6N$7y_}X&uK76L~Qu#jmLHCm(InDL;p*GPHh@
z&sl~|zFtb@0`v5|{T!Xae-WI!+nbZQdQ;-2FgMvNG)*)fSNBfGccukmWcJ4H=*}Ty
zPg8wmEhF<B;XM84HR$PSISs=eVNjf6IJlP{8J6yEIASp_#oW6&m3h^cR$=gDt0N&V
zwKt2LOeF=tbmCIEzyEek-8wKQDLY#Ku@Q;s5^3XhcJhe@xRsieS($YW3X`%a|IzO~
zof^Is%Aw2jCQEEGY-Zc=>U(UuT>5yH3CXeM>rFnCO8)UV=~kEhllU^ThLPG}eUG%(
z2(G#d$kgI>ykK|4XYSJbdWkN_xY+`!Z4TLPOR8;oimt|YuiAxM&r#o9C@0~yw+k0w
zV^S=w@3RGILZWCKVPTZiFx(JW5@umljsMJMpKXtW@DPXl3h%%%N6EFMtSrvwtI8ve
zs`krljMwTqT)|$k|NOu8hR%s+?c^+M8c&5~`Mrp*-nqhz+ci}7Q#Yl6oY#o$-mj}K
z0_XE(a`d`f_~1ER)>G2PI)Zu9_q%MQmodAlqL(Rz*KQ5)2jw9}UjyoN;7`dP{Qy{X
z$-V7D>WX>HaH-`6=<Y^Lk3$N}Y7*vKEY2sMXja~2KXFJ+y}Z<n$EF&)5W1cwz{{vq
z^t&(Rm4~XQXuh7T7#~@z=yD;|`X&l*<7E&}@7IgdFP%CqZ1+mHo}5^14~*o_F1xyl
z-JE{u>$FpwthKu;m)aV%A}@}E1mq}Y2<Du}JLi7V<l@7x&|K=|6B(;=ULPsqtr3A#
z$~l-%I%t*5Y)>ByjsGB7sMNy}w3s5HZhf}oM1h>(&)O4tk%2{oG-l;;>o}q5jM`<B
zzueHqtw~hafvZYorr2g!20O@I3vyEI>SL(L1Rn6HbEx6U#Hpd*VD9)xjn(O_I<0bX
z{QQ%eA<H@WR^%<y*h*`gIs<vB35l|c8Ik)7R29j0`7aDK175UZ<y<LU%&$!47mqzw
zEb<a=bhEa%jKQh;c(Aw>RT?qwtf=SJym7GLeCcV^syY2$Xnxk{)2;J~{(~UptS@mV
zu4zMKInOqV=X7qH@Y0ns_9S|p2{yYk+SHL(IW=k=DwXwMG{11qO3ggzafq1A5N?Tg
zemh{ZYZRX``+C3yox{riDNO1xl)vmw2}r17uIS57V|B9UPs3?N*^TT5e=~<svOxiL
zSILW-2D}Xvu@RZGv)t+{ybC+!8v@>=gW&b!qLBMBRJU+C2fmFTys4~cLAkYly*N@|
zuV`WWIjraMTKj#!``%RN%=OVy@;Sa|z?`hY<WWIMeL*vR<{Nx+Q%QO?CS^~vL+HEe
z?4;1=ql4~ruQ7iz-JWX**Oqp8&3JhzaJoBjtLzrFkf%>XNai8oOWy12BQXmW>XK5D
zqeq7mRKuY^RRbTc(587c4vq`aakh8aMAjdVj08Q6+@X_f^_|`kS)Nd)slbnA`B`gU
zz7%6o<HjV!>*wmNc}-1tg3bW{vdiz!wEX_Y3+JD2yu5U^g@V|`^d0prZA`G)l=MxY
z4j?X|{l%Y8!f^d}I0A*uCT8Pg?Fiz)W|K8DasX*^!@0EouyOwz8#dbusDq7@y&<3m
zXi&1ZF;s>+0^EqN+OWNZzIFt$J+lIkqQC!&{r>w*8=FnywWE}>Bm7G?0Iw7~hzG6`
zn@x%X#QU29gCM_+XOpx6tb>2Xh8@KBt5uQ%#KHBO1cNyKs^tWM|ElEzf%$&%!zIW=
zjm-2#ZC-;k*?~%4fPtHfT^rtUYe%RxU^Vy`o07ggQ2g(1<N4EnLw&fLMCCzj3O4pu
z`j&q{y#M&}j|d#}3o0iDVh4W9AbzXDYvkoX96&)?1mtM%1pRkmkpF=&uKy2NeE)s)
z;O+!?oD3WhMR+A3PgLIlif}ZWG}O`=>S$)D4-AvFp^cH5wFxkCMu20?99>zYvDw6-
z4u*hmeQQTJ12E(q?1&kI&Gypfm9-iC^FkmF&j0E|1ms`Lfd7Wevp2Jae=LcE<JUm^
zt2KX{EcQ$s-Uyci#)g+(+DJVUm)E!bV<)0o+10@jYW2+8*akj*UO-LEfaT)~q89;7
zf-+#UDcT!B?cv>{|BH<QuEo~Y5^4pX2kh{<qY9rinmnAGth^9DcKBRi2Z4EcSs|QY
zc1~>&2N<Nu2{f{^^FrXpb3-^;`5;`JkUt>MpY}g>{}jOo;^YN!bMvrraDzFyKme~M
zFBr_q!Nbc3pH@6PJgj_tU;xI$!45D1;z7KB3;KsO2;2V1LCp2P+x|#l|9_APujk|9
zWQB0?^6+Q_5D*XFKg96@Zs2DBr-DD!9~1ty_3zI7q2QAKlpue3NE-xr3Gz>72=_l7
zj9~j0Wk65=5~dB}1GWb~PB<2rlj5p~ar|o@a{Svo{4)c8%}51(E9ifjdXkp<CJw+@
zW3!3C=e{H0S9Vr*4nA(qzm|g|&>KEr<k`7+fjI<BI~5RwkCl^~n~R4Jn2h?i(oi!K
zQ-G0!mlX`*=HS6*dj{;)W`-ixCYDh6iiRr|MQl<meBA7;JP=N9J`f8Rgq@X-n-}OT
z2NxGND+KNaV3~k9Sh*qa+4GA}(##SHhR?<Sy6FDXZ-7C#*m?gdae%lu0MGrGPlDCl
z(tG)el(q6$=ps7)*<;Qq@T2%HxyPJl;W9qqPlJBCM=^qsMe}H0N<5FieDGF=FkkNr
z6Y>Kz0&#I<CLUr-$AZO?8S3Z0U6Uofa-vU_cB*cwcBW3GFMBjr617Kk++zgw(NK_{
zd_YApQeb3>KU}{eDnxpcj7%W(K}n$2=(vi(1|^#dsZD<&)I<)9=7@(Jf^NarDo>#z
z2c{-Nw@n}deVO^T2j%=2&8IPU@%6R$#JA^<n#Th|;_^4q#UD)H);*pcvt87c;G*KQ
zUJfBm5Z^}sz=NvGM$KWiczR$t)`}!?3#s^6f1o1~-+N@<%x60Wl4RG^LaKOg?4l|a
zX*&=p>}!2%m~e9GJG?sDlv!1F#`P;oZ7M7w>dcFgokyyXj-fHayDI)m{@lBa>8Hv_
zjhMB0!z{U0na5J<jmfh|9NF9?MxXWSXGG`&4>b7MK`B^oUqAb(8f<<}erTkOL?ASF
zTf%^PRk1_=?i5leK@K{<BQ!w|6g%Z}QWIgl?BweD!<V32luMMDrV{id@btFYG1sk9
z!q$oBYs6~lklBaFcVTLesREEgNF!#t6q<|~@Pp>A%(GoSe3{)nW7Lrv{~W6wxKnjd
z$S8;z(}v&R#=6K0nvwP*6OdNs+jYe#<qTd%cc$$o&<Q5@sD+TSy%0Jv8<i63{~B_v
z76i-VGhpRwBZP$Qtbl~6FOoZxY4?ZRls_X)#KU$%^OMMd`n)E)4-g4)+IxNSzKUkV
z0y4aFuX%hKxOQGUO+#Rnd~>H_hUc7qhL*b2qbt$@cQj-bYYMbsd?R0~!cmDL!mzum
zh&=IQ^Lu=CpX=OeE+Tl({>4~j;gSU8RyfB_u!9Hbc~Ed?#rGrxneo#dNV^I;V;~MY
z#>^vG+2=t`&$rcm;}0J!4p7s`?$_%L=G`8>e)@ye@}T-VeiN#&{!P0%zllD0|AKF@
z)=sCSaDKnRgwob(Lf<<s;)b`hFNU^Ufu7$IwN>fIQqM@z;hqfvTRj1@@|#hg-i4R5
zmjzqU>f3oRt2MDJ%Ur37B$!0a8EPhx$Qjwo!+^e$jaN7xb+;yD((j|x(Y%*bBTP&V
z{qUw2Ra*4`47on|rkb4T7FyZl^m2%3kkGQT`ABhSYF5C{f@G2(s#eD)8XTT3&yKVw
z;J3p&dl59Ubn&&+D%ViU#hgLcMo21G**j$<=GBRjd&#A7u8p^p#YJ7x_k)J3t|KBd
z)_#&kT6T>O?~WhcI>)(9-@vhwB3Ik+BsfswTWk5w-nFYGe}c&DjK_`gt;t@7T+I(|
zHewS$);_T(?|f0Zpx6C5JWYG(k#j0ko@77KaKhGqTe|zpMaq*gZEfnf$~rzl@)Q`F
zLg4X6qPNVeDo3TMoAvSGTz8f$W$$t}<XkN*{ktev!!fQQ=t$hD5h=YD_JkY^r?tz@
zX*0CkG}>KGnbY@dE4o#!7`_>PkBMVMEu`5+w?d(-c%N6|N~1|u%!||=eq3LQlfOmi
zfm_bY>M&T^+)5i3EMCCL-0Bru^e`>!rDnC(HTlRQkEuU2F00;Teri@E;rn#(vGVSj
zh*t7|o|KT-Ifcf9qY&NMgBEr)Xt|co`z2l<?cr~|ug~VngX2Q^^>D*dVNa&ND6uYz
z@bQyO?!0h_rh9sOBBU3x`+rehPCc41Ko*{9+qP}noVIOi+Sas<w{6?DZQHi(cfZ|#
zu*pfKaxR`!U7VzfUk9O{tHjC2fFOgiw6R{-yP58vmNujvK%##5t%eqE$T3C67a$np
zifByu`>4<%tE=|B!a#fG^U(S9yAaMje```raO4!cV!K7<x3a?&!8v?*vciGSO`ucK
zr-r6KRm<=*kGh>rnRaWpY3SM<YYnZgMrzndC!X(rm(BHM(52Y)Vfa#B&(isPmyK&!
zs*<aXTG>{hmlwwY4}sDmznDE@vM<+K*hSDA*6nC>JK^(LKT`IrXG*958N8QLB#RA3
z+5SiM1y`B(a@mAOWQC+cIoflaT?ik7&#pmp)MLKr7zgC*xYJnTO#ZhXh%*`elh|jw
zUK+?|{Wj;Ch}0oRG+Q9S8t^jwn@76&aoMH(Vzndm%HMwZ)~xS8(-^udcCB`Vr{Aet
z&ES!`OX%t@Rq*+sBJ)5((7H43E{*IilL@+|k|XA|_cz%J_8(*wRa{>j{Sz;m(fpj4
zK%b<~JsZbkrUTNWR8n8Wd(;E61FQo{FveA!dE|FQB*M@YH|B$9uQkE}kOkbx`5p}C
zi2wl(TtKK_3o(gk6&Yabbdl~US?lL>KKHat0DqDQhbGmq00k7aeOu|UU73r{E_m>P
zv?9(rxCwBA#0Eo3Gn-pXA~$TY6<b>o1Mhh?`px$WZ*0H(cN%_Jo5vIRjICSkC&OZE
zXZeGVpwmiTIQ@agC9(Hk$%7*nZB5Ad6X#i}4{Ty_?!6!TQ^j)#*NR7zU4U25LGJp;
zr4LP9y2qA^O_<H~?Q;**>yQ4lw?n2AIK@P&V^=>Gmt`Sv3*!|T)P8TY_I{M>XMF81
z!@@4$Z(BVO77zaY-(SwO#fy*c)yGH9r&8DJ(63CKTyPV>#>b?`))%EV<BsBCVs9ak
ziD17S?A6G%p%*7eSK(206Q@Jc^E>>(3+Ix8*!aTd#I<Rq6vAq+9Lbkl?A0;**vp;2
z`qbNA3K-zS8FtjlP1d`?6}tE-+GG;0T@z>VSE4q;`NDEfHQeu0upSbp{F6z{<}jzX
zkhptZPZEemxvb<`-G?;MTJWyD%hsZ1wU^!N2aG%0J>L<zIz7$o9%b%{_CRrr-)!vF
zzwA5Z^ftHz{fX7@<#7FZu(#~~Iy8UUc#jDyKj5rOnidrlM4T|={CIxHDmCN_f33cl
zFYk(Wf^#0Pb(roHrY#AXQrv#frg<LmH0JIi9FUy@yTp#y28wa^8*;!(OkOjGf_Sve
zNa%0d_#nEJKnHL-R{6yBMtnR{FQ9du`gkAFD%K==R)x;ectnTTT^-Nf^T&-+I18xu
z5b{R&)grEpddOdedCu^(K~BPrerW&TO~MJO7U;@KdB*bVd0_F7<i>H|kZRU|<T`rX
zX`yEpoKz(Oa>Ms7m$Z)CZwFr2W?g(rBtODU|1ozF{@|U%Wc=cJI#u7Hz=lM0S{m`n
zDzy)a=>g#o4u%9r-JulXArTE9{mf@Veq>CZXy<~QnlJ9^Q*eEEp;k5d+YY0omkGIa
z6V$r_Yf0-T;S*pt^#zNoo|#+WHU8?Iji4OOTH?@)_9osO))qT3Yl$1y2V(>ehtw0q
z^zmD9h2YS!nQr8@o7p@EGTZaBZRh?$Cw?qH3$_dXE(~=qfdMSy@WV@&LRUVYy}X(6
z{fac2x<_?Z>d!hsQEqwrlCRY5AkX8QXRu<d)Ap~&I@{lsfws)>4adq)Dx!0t9E1FK
z0w+YD^9rg)In4wZWqqEBPH6$pNs2xjR|>EB4L$-F?INsHB2B@p0oKvO8${ZPpmP~H
zzv0E-_d9FC|283>iAt&Vn~V#z-8BDdI{k%`HPYdmhrKetlw4ii`Fk|bF63bBG_Wik
zYbY5(Sl5r|sYbL+m+J4AbJgT5GI!D89ghK~A4OSKklF>$`hGZ_knLR-!pRn0Ps)wz
z=)|nCEfnU%mY{dMlmGB&PArQw?7UleaQswOcz(V!-Xu`gxBORh{+lp=(9sLx;i{=>
zfowbC34Iyn1M%7Dtg*<c=l44|h9KymQ;f&@<v069s#nSoLZ9^p%GQ7-lar2!J84|I
zlAS>rX*rok&OD!~%3qj!*EYQ^h}Oxr(_<@QzGx5J*O$f%t=%VF;f**?91&{KDaox^
ztdRE&tL2w1G?oo`gk!n`lmopXW)H<g5LE6qewci662y5vFwU?$k`4UeHOv4L3>_jK
zVs+!1I_2gd&fsWQE;dbtpy&U}qBOq!vVm~+;n&_)5>49J^_hXNe)KmHTQ$-*Qh7K<
zxKoxvJ5Ng9m5mv8g3NW-WeoS4f7y1gj^r>@E3J`3XXxuU_W{AspP|vU+fQq6|8|B7
zStOpOTOM6P{0-m#lSgcCX6uPvRovWmNFVcAC@}@`i_y35^NBAh{#9X)!q6X5B0U-j
z!VUssdp3zJ+VchNv3LQI4p^2XI)=tR$naO>TasAP9<i<nu86nPIhciz7t2&&R|~F)
z;;mY5bbO0Y2VR7)!*|d82SVTLqhoX&v0j`>T7aY2wO8m$z1z2k=e-J*+GzCQ@uA|S
zM1}KI-+g!COE0wV=<Cpw-=Oa|VUtB$uISGZ<LcM#zia<cuAn!nA%Eln?{L&`(Qr-?
zmQNPdlSak&SL@5~ZG!jGGChO8&eqp4*4`o<r?)$+HN}zIxN{_?h$G<FeS*{~og>Yc
zx}CkX`#@prXI8SN?JbJJZr4aRwXnBSmdg2Evk3m6+{9qx)R(hO`_xPk+<Q8)0tQaR
z{Pf6sLrLsm8fXVGK4@4E+p$9q_P+=1bBS+XpqhQLqAJnTD8nXc1_EU#EqwY{)Lg&r
zwypOeHR)aZe4aqrfe0s=`E6j=wrC?W=~%p}##dViCi|Go7&#&J4;0a67^L{2uOV0N
zQlcAhyQQRZLz<qbBNL04me&@hqkC%m3{{w33}z<YyM1);2y4MD9*%b0<8eJzv`5BO
z+p<0&U9L@NCcSoCVTwR&+co%0lD98rKb#`NDw3REjDnNH+)V78TQz<XDF&Qz{z0kL
z$|gblt|m8yIZ>kq-(MsS1jl;=uGaZCj6dxLbG0iUr-nDXlHXr@Tyc!dp-zs5vWci7
ztkI=CDuS6?d48c9L_46Zm7l5pBPd^83#2<Cjvi+@L8refbdlF)C-b|k|9!L{X@n=w
zak%KS=l$(!-aEyx7cF_hxQP*2vVvSIa;a;$C5qyQvU7m*uI+be5{Al09g$xRNDh*I
zgMYSS+8V(b{Kjj7fPmiaBjbnm#9C}YQXxX!dqp`XBQqqFcLL!7+#&__1<fT;GPh_V
zP<UZafq=5&Lj#%^cbxGCoN|Mvi2Wg_+1!OG<uF`?6qSEvYZ^%PZOMxTH+HAxVg?kq
zbnS(m;6)3w8j;l8N>TN3IclHjA}==5ssy&N!JR|@0-_W}A@K*^zb9L0LbFMbF$MC7
zFbQOZI=WbdqxV2|S`MaFV460H#yd|FAiNVaIqy2;DqTW4;C(etm1$EUy%9s@qtxHg
z!24hhJ-<@f+k(!NIhw+dAS2HnTFiu9jWD@(Qx@uaRlMiQY~M;c^j?jA9bmb@pO5R_
zLzzks=0_|bIkoHUBdH7LGeNF?&|H&m!Gbp@{ru`aJNJ4M4hiI2`h6Q>r1`@$=lu^V
zeNJKxMt>iEE`sOEAH4`FZh)Wa@-H!(9wdsG+~ph(nf3c=EgvDwIc`{dpv}}g?kP4x
zOnfgqAbM;+57RMMPj#{gpw5)$7wT=x2{+;$tJ<X?oH697pUU?eqNo*CB@dc0>=xY!
zVyfR_Uy8Q?|2(jT8r_uv@>L}#BR6|6>xzucB$Y@Z=NEllRm!XQj1aT^We11(!|PWg
z)V&<j9bf7#u~wA#1OAwqB(r{daC`r0+3Ie7kC_M;KZN!Nc<{2Hx(_Q2hopD;-UjyE
zN@_og8R3K-%-b0>d)(LKu9Rtk9m01^@EwDtb$>#BZXM`IgPElbO<raf+^JoEo8zyi
z5v(HC5!~u^n>lH&fO>ss7qp*$0#lKmYV0Y_1$Gy)+}Dq9UxHMXcvvLY!EOnNmzw#B
zY$(r$j7^5qj&TITczz55oJQSPmQmlw(5Xyu=Lqm2uZBz~HNI;oTNXk2oF|*~Yl>~~
zuR4$`5DX0pMzFEoOeCPKVJW5V;hTZ}0F)Qk_={P{^8HjIc0K3?OKPd<P@?9I_=#Wj
z5mMK`UR(@~V1JE~`OpuNHHSI)ICC<i@KRGOj^jBArc0hAj*hW3Bvescj$<?=UQyV`
zGmh6DaaxziXNW#p!g}G-mzbP;@WkxM5az+2kv=hZWYy$Vp250QGpVLg$)ew2U_il!
zNQNvANaTxn$gNR!k#;eDNkY{@t;B5ik2I!VIkqJ559^zLt`on2ekOktqcAHQShiWV
z*;2a2=-J0LY+fOJUcc~O6<(oUsa&aCH(u3l?#BAF_?dkX##)AL&yUOx&#%t!I(C}G
zo3s=z+*cg_JJcH;jb+5!<??g+I%?Z%JGkRTKV>=<J2gEeIYpg$o=MHF<#KN)OC3SK
zVd=E30n<pJold@<aBp^Vb#isx-tQP?=M112gDwHn5%Cex7WoV&h9<vxMcpRoM?GQo
zDB#0Ts5%v%-ONGkdf#D&mtezMHPr6l-tJM?$8A|@TWMK&-u&1FO|>#~-3#g45F&aT
z6{{G^zN2FXc(5c*5xth9_=nSx(~hZ_!h5E71)}UqBE;8@*&n%E=j(3-a}?5B5o!mb
z<Vso0eOhtrg`@b3B)=`X!0R!>p-u#A4d^Dlkr>tAb=66)1)})td1$<exApzQ)^z7c
zk~5BLD7HoSPO&qDT!*}pbOXGLgZ}vnr*Q-)|JyXWcKxFMBK%_fiS=o!c2K*HI3)TN
z`DTH?SI3nV`x1LY9I?BfcDQ!4cIYvApL1AtNIMEG*?fpODlQp=nuT+UbxLND{-|`?
zI1@8NKSP6Ah7#wfr6-@dnjDB?e_|bhavO+3c+f#e&Ok1<l=$YLcJL1+?oP~W$`xf+
zGy>6zsiA+#MJi4Q)+V`m-$u?RyO%!-h0+y8QXKIMhYMARm!K{14ViN(wGLtBSGa;6
zKM;xY0DLzp<YKoZTXNQg_-Xub%&XWK`JVuurHL&q4^m|cm(*_H^c_pXWv$Qe%QL(y
z6C&-mch_8fgd$YcNI$MQ<zr)p;h&a+)?&dt$+!G*#0Za=ub;u&I3FN)-|J|v;LCTX
zRMgA}XjXGhrpMo}_WDzaTwKq;L+uI9gR}6w8a{ua`r3bo??Bl;>z+Deb!S~bI+zn0
z-?sKt77DZ<UD-U}XzzXAv3@w$X8nAVrSRNi`Fk19teR1d<hEUly{x8N5C|lCUp%Yu
zDqM3tPn6r0wq#j5f0e4(8&2zw-U|No-ItHvaJ!wxJB#{ZIib`-!qrX?M%7Z=)7Vqh
zI$I?|=PT%s?$hy-#s-@@;5o+TlnO3Jp^?+)Wnz*&f6?FukRnG0D-CQ*5u&BQTq=6E
zlJx4)*TXsr=>^!<Yi(OMmCcr85zQcBM$A^s<_xCcie0I(NHIUlcgS8WE4tgaowP&$
zeIPwZBPZ7siBz7H2)Rq~au?#E@ukiN%v8Dy%JfQM7VQ?xj2V=#eu5*MA543dYdpN|
zrvCnEjY9M1?0;m!BoInx6yMH<jM^jifLR%YH5H)ycjzF<htS*Szh|TgfjEGB$Nq(z
z6AFJvYyBzifuJ8a=zzrTK?N5iX~fk9O6~x)6N<Q}=YhBrc54Xc11GsBy7UORW2Fl%
zyo2_EDcplB3w>vTkQmg&LOe7C;e$mrV);l>P6JWNhb!rKc_T3Iqf3K!AFyqMtzdfX
zguDsmc3}L10tV^@qXaOKphS!*g8CI8!Ox@MgF(eJp~&Bmfcb?9hQ|ygtRMY7Ad){I
zfgX}Wi3sx;M>U0(CK-2t79gc2OD+OH9O*YzA_CwNq;G_4Q$%q9x(itH{Z<RXY~qZZ
zsYi(*3wYHxEDM2XD1=thkxV`1|LBX@twafgDz|c6i14K;7t&n<CM^kP`n1;MLK9I~
z0;7YS@94Ftc8L*?qpT>VMZC4C5klA(gxu2Xj2Y{*o08-Kt#h_dX)#B-88Wzw6jydH
zv0X|#MD_)8^KmDIdbzT3^M_BcALQSWe)RUqt@HM0&|V2S1*PZMUMV?=oRjEJI$ONE
z^S9@SXY3Myc~dxS+R+I|ku)R*PD<FKxT3gY3MUoMa9ujiq{kz3rygCR*_7Lqu!+H=
zeJ5zoB#u1zb;u*+7Xe-o0*a`k^d;f!2fBA@Ya_x))UssXAps0YrBqFlZFxJk*zPHg
zhSwvO7luz&JZTdvKHfjqSFDa%T>3dQ3Wd-ImX2Vqi(>Ec@6;E<3dv*&`QvOMB@?v6
zMr<*5=DATOL-kj%?`ALTpP||D8q&9oCRbda>ED^(13!Zdbq2@hXCZ!th>PO3zrDk=
z%_-NZUwA)*^o&#2(bYk72c_LYv&~M|TCey%5lBOBk44(Sy=twI#Rfp85DofL@6faU
zncT(jiK2;1o06b|Gs_Y%DkM>kCmusTaCy>wVtz`8qnarpvlpl@jf*?UtW&lo=uDCx
zD?M0xMsG>{rA<w^Hw8%#uU{~Y4*fHZrYwPxSZ<0VA*~?=-!A)g<am=iPW}K1y~m*|
zM2J#t$}J)Gcph|?8)1nQlcXHL^7OzuPDc|-@oq(<lun~6+N>%$SQZef!XK0OIF{|w
zfki4vDoC4A4#-%ebEAwY0I+4qp^`F>L;`jaH6~{xFy1}i!L2b0&s94V;V_?#gR#UX
zk1&tfAGAHYyJD|RYEAf>Q@bg4#WN>CkA)u$ABem@MU^?#DO^*%r1*<plp)Itm!vOb
zV5PWO6HSgNAHcbVdj`u6(cVL|h)>5}k0i~BffPU^b*HSaXy!fX2gV0>Zn>Gn#v`2v
z&~kH*2iSHZ{KQxpgS_ug2_E9?B>8bSZhf~g`E%NHoAdCe{Hp|1)7GpqF)D~?QpSdA
z+f3W|7)xSc{NRzpd4h{p2g&l7EQVP(9`SqeKRnV*Gg)6V@s%-E4AVqBYRU2W!0h1$
zF7D)YEk0)^%1M*yv?%gAjWxFy2;ROeI)G=I2DHW#T?Ba}TFS(NCTL5LT0Q5wP6OFw
z6|@aa={US5_+|kbb#*dcF~C?=_D|7*vQ=r51`ic}@(+xP*gA!3J+>{6M1_i0zG><K
zIb>(<_Tb4MY2}6_lHvx)H9U^E?P>Ey?{(iR2A;s!p*0UGe2FlVu9Z-?0zE@o+d{o_
zOCFe(L4@MW1yGuO^y1D1)SIAhMfuKok_{A&g_$PEYiVyImu=j_?w%&zE^%KhyVgQ{
zOJX|(-UhuoO#Q@<`Vbd5{86_?jp83;3Vhhw$Z_Myv@rtnsG{FZ^w~nAQ3&(&USg$Z
z=!rvM?TuUFF5}n72u_miiCgkFH14P-;+a^K8^a#VGCx8;x<3*>aDIusNeW}7N3}<_
z$BPS)b&>+qgsE}klE;imJrAW5s1ugQj^`>*?vUpyFaUu>0gK}W$_3s9;`&q%T)JS3
zwV(x~54h~HlPKRIzXr&a2vEZi4_-YO!SUL0?_=MzLz^IktB>9m4PWiMumJ-gm<>!H
z6I~)xp^{J#b_~J*)5wY_7*-z?MR+h(cqkTA5O|egkY@NG6dwT|R!Aq&@2z+!f;$lu
zGSHLBcnJ7B;vy4>6lkq@c<wnUr+j9%fRcE~X(B?HJnp7{B6q?vRDtSqI2%GbmXO!^
zpf17kbJ!h18fOsO`H)Y+`f0t-p#pQ5AHx1vzgh={u)u=$5wJjpx%_Ti!wN_71A1K1
zycU?xWJdEjv;XC|pnNFbNKekCIw?eYa(FH9&PUBiAbQ1Jh~A0<V|NI@{kXl{Z|(^P
z*gdc?=11o;8AC_sJ_UcvFmY&xz7HsC{-!;5ibl){wV2bXl>h?yx`Z_Pa5`W}51+9x
zZHK}S$fF@SobAV4Q*CHlr_MUv2N>4iYX=Bw!s-z9CBJ<^5&AOkFh-EVm=Zj255o+%
z?gDUFeS+&j<1k_eEG$RkjQCKRmJ9|tEvpqOGKjXsP=j%;2P8S?!*nw4{Cg;{{#p(A
z3#0nI`Aebp3~Kh`n0ycdVKWRnilKpF8(>q*9t<TXvcN5hJ~?*c2Y)5hzr)a+E5WR;
z84fi$6jhar!HupNch{~Nia{AjZR)6FZ<lQQq)ScOw|7(*(<@#XdtrlZRI8RCCvU5p
z!O3Oxx~K^G6cFtFj*}E$m~8t%*qwgw|Jq$+)C;x%CYFm@wt#TcC*Yr<F@?GxT4a-t
zYC06kdonFy^#rve>IXK@P(B&;#M80IBk%_jEzy+(S5y9VA&vyOBk~89by=D*jD}=e
z(&QubhU_aMHC@!P+U5+Q9vEwo_lU3Pj63l6hX00Kt&7$r+l@y(BI6d9Ph>r!<Cg3p
zKOJ}XUjcjIe-HSQsu=IBSq$bJ?;U465<CK-r5qh|eBfS}b^~l5sWpUMk=Fuzk6asa
zyMz(qImdO5h`7ZN5?jZ4kMtf0Jac`7V&f6VC67!Vpx=}5$aC{0zLz}*fU~wBf(l_M
zB;a-+fO(a;Lw~1#`tAu{Uic7ZWLam@V9fopC|WkCQgF<Wb|4WQI~4Jj%M@$x+`RW?
z8GGdLYMBlhrU2XL;OyL%Q-FC9^eWgw($VT-Fo-f(rZnxsfmfyw%<|*QONHE-&_;qA
zR;oj$LrQM9N!DEUlTc=#!sch0qlf{^F9G7#!~jzyY}p$j`xjDaO42<vZ0Uo&B1Up{
za_;d<X&1`2tXL0k-KuG8=20<8@r>xuJEm;)!m)%gus?aixbB<8GcdRDFek39_Pg=B
zol*C~j@^)=G+A$D*Ue@$S)xnEGd40Gbw}Zse?9`qeO<{T`n7(6!{c&owq>K=HoNgw
zj{PI}j`weC?(A(W&_3=g`zoX%jP05XLC><IE7azt9YeCnjBHtyptoc#V&`a0^j|Br
zTl+OlYaJiUsr$P+(ju;bXrFvTb#1G9Q&n@jdf7d&RPO#R@`nGT*$V&C>3P)Rt;|C3
zs?aEC-Y4r$an0fNF08_b$pz{(67r=IDe_Zej<}27L_1`CyJLXwvg-K4j(*kLs5=#X
zX|bivR9FYCU-UYtRrF2oUZm@CX)<DZ0rKOuk_a&vqJNaD#MPmV{D$LeKAw37CZ=<Y
z-?~4Im`e9--M(_#!sd|S?{+Up$Lpr`v(|EED7>5Y&5Zm0l{<&+dL4P`JHzC*@W=Ic
z|0&`1V)-#bme5AIMfNYK+wtw+qgwlTC2j{J{T#=s2_<!gnksamg5S{c&TO%zYT)A8
z$b9GprJ|0*S^CX`Sj#+IZNw(p_RE@fJ_w?bA13d_uyE6LxODaoyqI4wZNWDegtflP
zcwQu)aJ?WF?;@+`Fg>-$rR9P9+ge+NZy)kDs2%P)8%y5*UUk`grqGqp*Rwlboz=KL
z4})l=Z05>g*tS3Ih)tD%G$<Z<Fxs2$1<j~8Skbk(4r;jDIG>~c?RF<z0o(orG1Ic<
zpi@IT13m+eAIj*^;u<SrW=xQL5S0M_&8isK{gI!w$8j~kD%cWBf4<v`-ICb9X=Kd{
z`(XlWB0?Xnq|*msU8iUsB+n&h|LVv8p*CfOud{EnO{npE+1=pP5B<|&|KoL3S<97F
zoX5L~obALG&sm*@g}Yzf%LsQ(3<wSz=>At@xCb2881s%FqpOz0;TzQ8Oc=ckK2NN2
zEbHc?lKZbl6^(Q1X2{^htl0*XT8DaJ1<`9Q`Bqy`aOR#RZY9d!4}%1U9YKIYqd(dH
z7p_d(uhFbo@~tob++ZDD(*1$nl)BoUV4VX?--_U<9~qRt&kAH)AB56v(=p^*7^7RE
zGHu&H0qE9Vi2?i{?E(BtnKsnemO`5S86Y{d`#UAd%|{&B*7XR=O{~ey2>I6Ge_(HY
z(tUk@`u)udnKsVY7Y?-n-~Y%rpZ}3>|04rq$oYPaZsp3nz3@PP8q?<W1fS|sD!$c5
z`55v8Op1b)6-2is&`6w+t*q$jnZl|9B#~!Hz@jq<2gcrr)8af(`Y+m^!?Ta_t7Y%6
zNm%<Ocs^XF9CebGjpi@#2-T3wAFM{1C(pNsBDDskjkj?SGE%gs#&Y^)w}th=5Ys~d
zzARex^k!KmP(9jlM(<vDeO^~-2GCl)>;jwhscgRxNi|1d@1t$qeKMEl962f@6RKms
zrPbiZFYi50qa3ap1+P7(1s3Wt>zUuIMgO4JHtq<_+<W+-Yt=8`r*%i}MGXtHEXS&~
z@{W|!xx&pV@4D-2i*x>UJ=*^i5XdfcR7oXW^&0^IREv?i>@9Dvq^7-Q0hSt3-1SOv
zvuELrf;X0-wFlRB2^qw0COPdW%HtE&IkB;NV+Ss+u2NPVO_5ve)xJ(CrIAw)?0<8+
z*ou7<D2p2h6BjtBq2C3<j@loton*Lm<P#IkYOfMZj;V%=u+X|uN-WXE0hMDV)gcI0
zoa^D^2|>17B~p=^;`$?Dww#{QzHbW%A=IkB$t!3a3KC9Tl+;X3ia+X6ST@O%6D!7K
zHUs1IAGonj(>?}-Y~m1@ObW#E)BdT&hgFh!5SeS|7tbvXq^-6*Pcw+tw3lpujfz~M
z%P7&)a;$xtScb~>?eyLp8>qtlB*_iSNGoY;m*%jx%4M>d2jf_GY$g$fs`9bHivqbt
zvuEf{C_)Y_Z{za^B^<SNm6^x&7CMZhJDZ&+n~*s@_yc=$PX2a-OEk4t@1`L4B&_I^
zzL%6My|m<u7YEgx+xY1j6pM3OR)uq_PkiF=oI%t=-mi*!8U%U#uS9)CmwVp$HluIU
z*oxtrQDb0n;*a#v@x9>A!n8DiD{7|jtz0U?TaXZrh-6XDeIqPy(2jdp2VA8;I|0rI
z!c1?YkU#WChXprBc|QXnYmkV8f7YTse|U}(nf>)++fT5zHbI$r`Tra+o8$(465!)>
z$$$hP8i95FJDxNYqzj-&3UwV3W$V!s;|tL8xE1xInu6yGd-qqF%6T<(6U4$0b~W@h
z#O=9`(Bhp9c^%{(l54FS>zfQ<%`=oYfN;K_4hxtGm^KWAP%JY4a5iGRhZ+Sf>;rk{
z>QK9bs|sCZ-t3N3g^&O*0gnZfFR0KaLh#zZwN;juhsj*;>Z|B`{Vn*11Y5a&mH3W}
zFYelYWY-srX_Y``V(icq`g#7-lH6N}?bAjPfqG7!-#IN@%b)zu#jh_A|M=W8aV99U
zfy{udK7XOo9ErR1q&~JU`q5o+uF`F>fvsNjlZ(dX-jUC=l7*cn!fbhqIcE_KqdX>+
zw=_8;o#BuJC+SlldmXO>(;anMKSHZ0^;S&dX59KWc$*lQEp4oalmPX>mmgEQsQN;-
zDf_x~XQJ;B)V5F$ap}0i5evE%R!oUiQ?!6Q=fd}suTfK-n1}M4#9MMRQhA#;AFbyR
z<Cp07<M%D(11KeEZ()R5UkI%VnBG1DmHMnSZa+U)RO+2OYYmQ|H&@k94uzv)_0KUe
z5^6obb^+YKGvTi(7`9vvMdzJ+El*0+*DO<cC{B6$$h^J_6~4mhoWeOCvAPsG4-9DV
z^qaR77mY3k11mth!Ez<m^<RiBpH4up%^FWjvM<p|1pQErF`;8Dmw_%79I7B%+#h$D
zsG{lxg@sv54Bko9<B&F<u;tm!OCVE1c;Rd)G*fgFg{TpA&4{%!9IRqzXd<LzbRrQq
zlT@3Ir6j8o?#n=SSv9R8#}p>Sz(wEb0K^*{yBS^!JLF0ONnO;WgX>L@>{7wT?%r%0
zQ2GlG>^#f^{hl{tr6inNgP3lV+7R1uALuHT85oaCT*rUxgM=f)AKd|S?eHsmpJrg?
zcW`6nT<r%g9@N0UM;4A>OlBZrG{2PI7;r|BSTXyu!u#IS8GmUC{H{B|vRzBPMiR0`
z7uu>Ix*Gp=&!s*Z^egS8(qSJ@mx|W?fc~o&=Jfq_ac6*j>;ECwyf0wxL~OXX&@XIl
zaG-?Bco|5jBAnVUNu)0V&wZIAz=RZdQ3j(CCNM|lEU^Vv2L)hmevG9zLMDc+qw0E`
z)OM;|NwaeN!10Xusr?D5()dO#CSqccW*j_b*|<K!BPn)6QCasdwCceM%|`XfzGi@z
z-pWdk(WU&S=%ezY#_o@HZqUF$)s&P<;)sN3g2q?`<%tK1T|9aIHtV^ax2d3jv$%}C
z`NZCr-cNtgeZg#aRGXh);E-;XGRx<HDe&|(^{rQZlnLpS7a$&lknwg9tVQBV)1jqp
z#}zA<G0Y|}%nMs(6v9t$r3a7Mp-WXp-G+1_=n)h&=8El@GS5)B$rZ2qmn`{b26z0$
z)ikVkkjG!LLGRik2ndx9Ix36^@5{WmViQKI4eCb1xqtvUjKf?-wk9epcm4Hd+Q>2;
zlgTz?cO>U@dLkw%{SeCGh#VX%$YZ(@X4H*aGQsoywz)`K7zDJg;e5|<E0}b+&Jv(E
zg&Lv=OpZ`1vdpy6@Mh>|4Rwy62hWTdx__a-{MPQUE!B2s)qi^fyZa!KuE;}obTH+r
z72Fzz933`L;cTj!qTrstnI`n}`1089T`M$E?UsH_H#4S~3>Tt`VTA@!6rKd8sMMKj
z3Iq%U4uI72@!PfR|H2k?3eWUu+RE+8vVpK44ZB2U6aa^=8(D2;wwe5hG`U7Suo#{t
zKUS4igU}q+zHQh+e~nZN21DsTcv4TrvoHe_lN1vZDdON%cHt@MKpD_|9g{Pmpg2n;
zxp8Hald?VKkmWUeFZvK^-e0|7<%-S-9I!5=W*jt~A(fKz^pxo8%d47FXZ3ZQ!Z~5~
za;5NPu`D<;H8$IauwzjwxCgPaf&kt3$MR%^v$mxn>t}bO980*8*h#jFj7=zpBH0H;
za~Xxy-*vYy%#pFUwLLZC4K64rdp|f&w=+l=Y&v(y%<D~PNKB)UyGq)$xw;y~bn`NN
zZ6f`NnzheZt|@Xptm-l0D0`TO!874-1UK#fom(iXSsO}DJ%}SOm%gE>eL<d`#8ypC
zPow)rN=w7Jr6s=ALuFF4pL2ItwYDXuG&2p;N+)M+S4D#Fi@Z^Cj#^GS>{%Nx=DcCH
znh2wxU)NEG6XKMAl9j*FcRXlT7+K^fQL+q+GjH=s=0T2>5CHv$B9e6GS_&d_G(i>%
zprniK5#c^uFx6FGQMa(rRtE=OF?1uI4iJt$IT=bbacT$(Og!51NJ!LEh>mH)GHJsy
z+gelFqhPi$fS38(X)<4;p`OVHaNJ2tNGYC_q1p5puI_;*`-sZjWVhsfCjc_`QX)U*
zhrv)X=H3sniR2)cHJ%rmOq!!jd$}#-bGpr3r<=Ijra$KF5`LwY#VGEw45^KU3<?<p
zhFT{(ENymENGFtwiD@A_U^lx|$bU&gC8jHiPu0d3?@v(Jp`W+PMO&6?kiY$xkEIHc
zzi82(6-#%$e5x)Sn|J17>J-e@;q%EdPSI_S(NE(344%E_#J(=?qlAf*E`HN4y;2Yw
zP*F8o_esF^y)_81*r>$e#*1F-?SsiU^i)7`!5$HU8zD93sbpj~no-WSWpql$dPtr5
ze1-=Op*?zoWe@SBrL%QIm3o+Sv&~d^{QZ@6+Zy;PRw^bWj;@7hb4SZG(acrE(*=LM
zzFss1?m!{j`jBZf)0m?NWnjD<lv&^kN(wwOMHdwZHEt>{<HZ9G%-aP-?FG#t3hmI9
zJmn1-6OOEpRp!y2n*(=Zmjq}{b>?uQ#K?CIXDh)Y@Z<KsG%fJ?^<LLc|IC8iJ*>-h
zN_CpvR{`H{#BII^-*%rqziX>+d*8lPyw!UoIRG4z^5qZ0nZp(HCwKnXTg$0bqpT&U
z2lGpoNgmbm(1k`uXhrjE1}2NJk&spUA2bD<C)zB6rZX^YVhmZ#5aa{&BEK>J$ju4h
zh!SOLjU<nTG|}e5xa;jG;2-4t@t=q2^<#C@v*BHb=$aSGnH`YKhmH}!k+J1zwy3U&
zd>YQ_t=eT>O%-%K+o99#d0_aiqd3glm_Nzb_o*2K8GYNGuK?D(iyA~}S`m2ugK;}R
zIt9EtZe|xKL>SI92O9ZIZ8Nixj9|^2kYh#P11MCQw&;Yz)dw=y+5TR*!QPk9ER0(q
zX{N;6--&JTZB%*K6qH6rZ=K+<p5y41E6E8d>Z$q)W0%K0KsdtB!ls8p)H6UuJ#uvq
zp<+~uUpwrJgQUon5wT?R^Wm}~aA$_2F*>Lj1w#CG1)pLDxK12Q$Va>6tGH6;5472!
zQ%G~QUPV=LqAJ*Vtpc~X2M|z{?l=n&r^e~dy?~oPleInWmW<Nw5v839_qm$iZ9rdO
z*pJK){w~VLL9+jKdfJNPH)T<htbiZcTO16+;W6{FLHc_y-+FOJ-4h#BC?^{!D=o|D
znSjq*-9;Ldq0j)2ktcG458!Oxk`EQVp91wln38r}t!R~FwW+`231;b8TyPwlprmZS
zzar@AE16(zi!rl)^(H`J_^~Yq`Jz|HV9!R8fgm{O2;NJIyDC|mdVZQDc+I?lB6ei>
zTvjWPekY;0apO?1_b>0Now+M<LqA4rRNj5~4puigZb4s?oGpwK1T?p^rVB?zkw?9?
zNn`)mow7~NqR0<i>VRdum1SXuuHgjxFM~9yL>WU`cfppIfBq4`;%`R&`qU)A8sQi4
zXFnP^WKX8enA80f3Jmujz5kW<mgPcLo{KbCd^$E|z>Gq5NBHFL(BCVLhquw%TS(W;
z)njaMb5=KBl5W%}Tji_TTc)JcSddmVgbNQrKQDRbTclQI3S*K{Rz_zY6*0Hx78%>#
zFHyr>K#O=|BC4nc&GRS>s2~Jvl_|y_i64lRHl{Oh-#yOPey>A@aI;31yiJY`c-jo}
z8{luCm3d}e+n(IP7RNpKa+2LqcZOdM^|JTf;%1=$j$XWQFP-(SyF|MipB7QsP0*uu
zuJXU13!iXNz^Z$+M2rK~4INWFm9Vj`9H$GwR_NpsrJKEm)6({&W~SJ*`A!fbDc4i3
z@346PQ4VG#e^=SaTC!N?*Wy^CexSs9L1fOdbW>Q&nYs>ll9l4(=P5Eib392AWNKLc
zvYKPkBR8%{khlWGvW3UA6d_lJu$fxrNiP&5$Hf+rGM4U<@1TV-n%osw2leOuoonLB
z)w^s~3!C<JN#G3fNbG8lL2+)-YQoiW*`HTB!GdH&#UFmFu@jN%+Ok|LmIiHgyZGAb
z=k%f@E1BF)Q12vd_$#PiZ!Gi!cujrMJoCSR1oo=epjl!%`M9l)X3^(l0}`*T)`;Bq
zVq3p<zj&%0CQwC3&3IW^Q63}-+V18D!hVKbe1IK_VGj1jJ@aE0q{@6_Nz^#eTKg>M
zd?cN8TFD_nK)mKkZ<OwOoSIIjb)(*UyI!TO#`gur0zc=u9PeL8<7;kM=Z884mSb?9
zCFY?uSyLv)ybBR67#ocYe*kVh$~F9Ah%k`Hq8)X99e@X_Z66+mG|Jgke(6*gnIrU$
zXP20}f-Ygqe5wZZd97qDI|Ho+YFQZ_vQ}vfek`+plytJCMq+dM^+^L_d6DXrW05%)
zkOgeBrBGLaDb@^A^S{$E&EXA#7aI<`==7`~9&E#r>MK;5g!0>e0S}GrJX4=89-c1b
z`7P9~n{dEMQ_y>$P~DFU`pC2jEt_EcOW2ty_DrA_lV>@o>{Cj0hS<OlQ=En!o=a5X
z(l?=QB&+K2GfmdQH}WJ3!8S>Ss9N%{Udoxm8?EUken(AAsUzeq$w0zqzy<vwWhavy
zH1UTI1+tT6xcp?fP|S~hyZfK{kN4h-0`VMYk9TZIM~l^MfyWqaIA6R+0dmkudC$=v
zAx+>kAYRC0LW>qtuHuKZRMh*sxC^Xz#UHgiBulqXZxgF*?1`4}9cy)MMOiPQ^BK$#
z+zQMgR>5nw+)5^#!RwEUmR^5;Vtq1lvoDyjO_d^K{xFTI0l)=X*Kgtzug-a_XP42(
zz`-4roc>&Ni0MSFCAGyOOUqSH>va7|$rrgHliAOp_bE9M%JyWasyRW<=e9@sn0~r=
zvSt@ygZ#E|I;5C~7OEmx;2Ho=@o*_+o}rS}Ld}DA4VeDxmOpSne#CnTz7TPdVq4=E
z1=TTmX5$3Fz*0H%W0SZS>XdFGz_(4{j6mJ$jL8&3@wHmz{a|#BnII5ktHdm~MaFjn
zR)sz4ZMYuT&)%kUEMGxKah7o0A^eG%XY&NskbAq)>)iGKgTP;*i;Ycu+IPez9p@?z
zDBkbW&sOp7Zf@}XJZ7IfKmpqiU@9NGwh=r@hD_~3lAdwk<)Oc0e+>WZ53j!>Gx)&q
zwA-?96bVE@j+=xs@1(+QzIV%JppmZUwmT1XNdS?6Gnmx#hFIoVX0=cqgtBH*wjA=2
zOU@ZaBegOqqGDvWx<{eU>?Tu2y#-&ccVx~7Jt<(qE-a%7uyi-3y4{nYwb(fM!VJax
zI6S!5YBf8p&L_oS^n07h-f{aJ{$>|+Ip42+F}VArec0AJnHA`D|6bh`)aCGq!tp<W
zl!uYj)OhZ+SovUC(H?i2<S`2pKP$u1kbo9RGHo5-f1%Q=!o#)UAWMfT(Ur*5%QS5n
zS+5N5npWfatYBq4Q_fCxFFfl))<jp(Y+8Z+kP70&O4YeXICM(INxd{4=*CJt6gL5M
z@iDk>6ESE!gBu4baaa6Nq;+cJQGB}RX5shR=vr6wdM$}fM-<>V_q#lK%XRm6iAWQO
zFwvtGz;y$5+|SnhIQ={+?2>VxhR3jps({OZj)qw4YT%nwFZ!;_JzYQfKHIE+XwDak
z%|mtmM(fmzT~hAUqAZat!Bvi?$P`UAZ5-j9&?^>yE{%ir`QF%|bHt%XGM?YxI=BN-
zzW}$ZIv~$q9@a{)IRVUL^`ymMwI4rN3I8QknHe5cpVjX+UkSP#57bYeHt?!(SRAtZ
zkrDKjyWs+^@4N4CJ#g49Q1zfT8(7zyY6>pgExZ;nZp6O?98QIDkj45(AwfS*>z43Y
z>0Ba-@y8$)7Ce`PpHUg4G5(RR2gr9^4+uY`I5539AE%v^9Xh{yK6<v^<lW~*AgGFI
z7!O5ac^l`DO)@ihXH_+ip7A|2v^6{OIv_GB$Oco&H(3vw779=g<dAJ7pe!DfRW4^f
zMc7Q|DF&meek)inIm56&%wVaOQZ_5K(=@c~NjTFf1HxsU43R8Y#Bd7WWMLl3hA6!H
zq1_lGT5YBpFkR-o7@=1??HGK>4#ey8^h0p(K&+ZuB-C=2nwGrBkA#^#ku->Jj`jMZ
zvuWd}KwSwsMG>GOK(R122<$f2Oxqq3-_9Ds>?fl)NZcncxEsx8MSpH1j?o;?5_o%D
zR(SwzTAlUX-qDwDTaWe#)>{nzj$W@^pkCk+ipoc?@^;?4E#OC!c?PkAauyhZAgnI;
z#p7<$HkeXks`|2RrVHBhIv0a6)aHq{k#oFHs{Z5?*7f?1F<rc5{lcD*s=~{NU@*(9
z9REG>-0RFImOYF`mN_|x_J8GXXm1Aom=ti&R9v2KX}7zMqtutp3;i+3D|(%bs)55)
zr`Im^Q&4mE?{Oe-9nSabT|zKO9Z|whLdfv@<3Al_bZN4>zDijwy@_2Zsz8t!Um%z#
zCzLu+gx0BM(_lloaQx)LEH4!&ZJ$Q6!7}(Hy-(jI?YI&><%N4B;+lhVnDf5uv0RD<
z5oakPoyNP4QOio<1*h-cwF*1V(S_yeg(-G6IKck`#wZ;rC(Mf+D*W9noz@ZcHZwlW
zEMb(8vnMwJ4enjhDs@B)yTel%zz{mu32}N<L!EXc__YxCfxj<3eGBY6MaN;x{cZrV
z0Nep9j9ZPZ)u;EJFYY#bz<Bg#hgO>2gzuZCLs|pdT-7_x+*&U;V9c5{m-K7xPU~|l
zdhOLZpDlx3S<Ry^8ci!T^W5a>FZUSZl<7YxGLcy{3TjDX4mjBGhD|a~E@>Qm;x>)(
zXK3N|8T4vm8z(s0s*KPo+u{M%N)J%GL=~)-Q<z!260P-0Om6HQr|KV0A3LvlwV}L+
zjT4l1wPJ@rGenJ@$M4*lbK%_Fm7?9qLiVu0Qx-0P1VSEC`>UwLS(YD#b#Qt_K_z<?
z)8Ftd=7Y-syfSJo#ZtG6b7}>Kcj37${I@}6Mnd%0uE|XVyjOQhx#gA^KIH3=bZSiL
z+$I{Luc~jUyD2?qFjh5w3?}m{<z9`L+-6i&?S;T2oMkmJ%3QGwb@h+j%yhML`YNba
zUd?BKAP)1ZP|LSdV)=BaGI3k&Tkq$W9>1j4CGJjcf;mjR^45}hc`cW67WH)e<Z$+Y
z(SBPVx;V6`R*cZ;0;K~f6x(dkJkt-*BYq^)p%_ie6l>TT4M2!#6wM%|t+nu{#Q}b~
z<lhVqM$a<43uQz=hd522W{PArI5-t90WmU|L=E4GPqxuhI)_x2-I|3W3>rb3GpcIj
z!69-{=9t85R_fU2=@;o(it|tPq&~{4?z$Ah2jvP}u_Npk>eBo4sEo5(3AMmd*4#RW
z-0%L0A^26QspU8fhkz3eb%?m)ARcN@P2Rf!&>kNxz_W6&7W3savh*L6jO&*bfet_i
zQ>&y+V`sJY#1uj5wk_i5oqlA@BNSl6^lC8;Ww`gLKV_izvp>v_eme+vAtOmweBhGy
z2755%0=7Bq8f&_+x<dW2XHVEwF{)5h+qNd=K`~vlLsy})^#kWQm#@?&XejXXkHBq4
zhqrAiv%*bXu`Et~OM)5QZOU2~Q@vfTe&t^s)y3c(!cE`#jErHI*S9Nq1^>S0Y=~Eq
z4UQjp?;u|--l8BBGv%ZtG<G?f#Njd~95ZIaCx`^`(&ljv+~8tMTSv0(1Y>X;+bvg}
z2ia~>*es3bWjpD&qzgH6YOKKv=p8^iF0Vb7Yl(Ld{>xOSFExH9M|3rrjpJ94x4_~n
zcaLBg1{`7>^+Yyb#|bDNU5$(19+tC_Ek=nS?_Oa~*71b$U?MYPgX;v&;71zGar^@|
zZzYg{rYfCeo!%*JyQpzO-G)srvToQqp`f~Dji#U<%5H8tP6y{-x~D4u=P5<vg1iBn
zn;DPWPBjhll~z9q3vLXo`-ofvQG0HUBEw14CirD3I49A#iV$u<o-cmgb2UmPRlq-K
z$lxCMk_?1l_N7e*gtN;)3Obryj<60m0^_g}R^ALKtTdSJUhlbVGkQ56_m-aHf0^|_
zTqZZ0XH;<=MthAD&`U~rd1o;QD<smjh|x=|)+7Z(Rr214&Np9ZMmJk{J2KZ3ZFEh+
z)^jm4Log0iyapPkh%jq1jmX<(;cBz8mrxLYvth$;p&8BDxh%G>cx~KlY>xzK_<x*?
z^laX4-Rvs07@N;deNChj`m<T=rECvsY%ROT)R`%T9f1JdxkgV@b^y4$`6rcg0wr<#
z1Z*Olxt!8>p`6GY%q1Fds<q740|{s~p%T@`QDl5GV3pJjkxjzSot-%!_t)FScS6&@
zZ@7X8{|Z%KED!%`d*zhqWm0cigRc*TBpj@6XuSVJbA^6(vXF7?V}J%OfZEb1|Mf{G
z-Ej*j$v8exUQAS)EKDu^GaivsG*Z)2;}&t9@Im$>hXdeR;AOQnf0O-YbJsFXFP-Y7
z@Y4&D`aQ^4Pb?D$rsGn@J%h5%M8nT5!l`}lh2vdDNvu1$KtgXnyiRInu3!KtnT%)m
z0!=0!Og3`XG^Ue2!5G))re04eb|=Hu7E<nDXSK1>n+m5O!(u(cjz3(Sp4^kRxMPd3
zDB3Cliv#c^hA!b=*L&)Dg~77vuZssmq%B64kFCqS(Q!;1kj#XGVYZ<>?f*$w5$__1
zNntZ(h*!Qtv5$7XS0U3lLyLgKyePhL0niHUo;DMHE#Z@vyUG4Max2e;eHVFX*W&hc
zc`hVLp0v_^8lN(n=*+_xv<@edO0-Jf@c8=ApP3i{T@)#JrCxuh`+n~1P#_mx2QMMK
zGWfgB|5KW7+;n|zmTQ*SV8v<jJOGf6<`nzqF{FbED#dX9surEq7+7rnd@71W`{1La
zn5C2Qs-6!$(I!%c5xXoT1q%}jp=DODgg+c#=ZvOg4g77^oPQF1!RLX7ZPt_F?(OU;
z)&BQ$BxdKV>h6t7va+ZXl1`rv;m-fVLoTxfz$1cbmE<kCz)7fK63rd3II!B5``(&~
z@WNgh$%7`&4)~MAzJQZVCx<B@Y5`lI53Ag!F1Bd~pvRB}U2LW{;>nCDy6g8-weh%o
zsH_Zo2lpJ&?vx1x9nOoTl$R^o^P6V(l2Xw*`L1nwQT>~DBSA_ixLHXIq$;AQwJ0RM
zgy0i@P8Ia&@Vu~7c*#-_Y`y=s0zuMfgo7fL-`&1mgMgQhXiDZin+O4)0NrRk|GiKD
zUiXmlQYX(TLQt4wDS25k&YEnsk=_A$1kOXxD6<K@XcS8IBo`|!v265Cmdh_fV5Iy_
z$|B8AvKSgWrcMLGn^&9x%0omuShdf0RLe_L`FX1_Y7)froOTY2sv^r}BE=jMaz5lF
ziu0p!+jT{3KqknTNKWw(=xSk(`2O@YC5suls9yQd$Wg`n`A__a7*>!`CH-MN6x3D0
z<Bi4h!8F>?*h-#G@YkXd+~fKuVbAwGX7bNqXPkf6CJ<q=O_|!Ir$NQi{arNwJ(*K6
zZ!H2LdqdjPbuW}&ySPqdVjV=;C?sB#W`KoeAZ`F-4o6O>EFpDNurr+8T<*??{--m_
z-)G-I!aV2E;OTQVKAmpRK;Ar(J=La%DDIt75plKE(jSsNY=7s$ZZ{Zw9#MNm8;k&y
zgT0yanKdS<6n61AL}}6}y^YUHYl`KOM-$V;5;41AGaXT~apgdVgdTIX52rz0*8&4I
zQCy~p8{+Wbj7cw8Z{GP72Q><o0%YAbw#62~n+(GDin1SUI`WU#h|{zPxEgvY(`JTI
z|5@F?O&eXDTxuR1W8;y`Df1|)F^?r48BZ@9Onyoj<pIP|N|Q3K@FOXZ<Z^4NrMNU)
zPAlPzyd&^_*Ew(CT!EUix~Iwkt1|pLHbi~Mj=>9qBT@?ULhl;zaPkK^IpIO1?WloD
zfvllMBL(*LehuVN(I_+{Y{Ym*<H`oldj&@0QHhtL2%&H##5pELp`Pm}DTPOmuw4Q}
z&q5*=V<{vT3u=|3G-Ubc<h`7dlTv$x{<D-XSwj6_Hn&l2wDXpr%SW}D(Fehd3sNA{
zuZJ%3J&AaPK>nbJuTla;33qmOK_z?|C$#_&tsFdURM<k>uuR}z*uSca?{z)qxW_Q%
zDCJNUQzI{&a)pK87Sb>=k&)}r6t`<7-EgqSt3w+2n-jtH_K6xqM@|~lW(PFNBPBty
zb;Y;P<+bBBoFcEE7v)3U3j1T#*S#rdB-jH2Cj<9DT+uQLiE;n2g;+n-c7uK>Q;777
z;OIV3opK13iODX!G|!?1iBSkm2H_q~wu)#dO0%_c;t}|157Di0{7waH88Y$s#hmz4
z_5k;8E|N77#aD~=QN{=Sxs)}^pP1~bxuaPjmF-IzkP=L`7?ZiHnRwJxR46I$8k+3m
zPEJ+(VMx}9*BCRQsog&|3ZJ-)=j>yoAuJKd&3o9len+RN)%f(4KZdt{ccrlx(}zW@
z=#s`)NS=_aFiWZQNzzWO@M+?a@17VfGvTdyz-XS*p|Mw+EUNe)V%|EojwXH7G{h7;
zcFZv|Gaetqam>uj%*+fiGc#k%%p5Z_bIi=lo0+>i@Xb&6&PproQLClus(Rn5uI^Hw
zKc1)kiyJCd<#o;RO|;@hWs*(l_0=(lMp?Un*M{1jmibe%5{S?0AYi2E+UAVdJ8@EB
z6y{*VZ!)mhUfHi!$*8cnme@fFB)qr7K``*qEC%kxt*5SJ?Xk#JH-!ion;5e^wFH{Y
zG^3c5h3-&D(a}&jIj1nvt`Bbl#_gT)dGz#`$Hd4clFl-6som5jRv+WFQ3s{yaCq!`
z&>Hw(;_PO{M}(1R&efRhkDIsU58=odQGWJtPzK4HLZQYo2zf&!@Ts)Z1YWrU=x+wc
zl36B=y_4OHY-gWfTJK6#Y*_6Z&Lj~U6znf6Rp>61wO60NodgupfMTx;NT~#lRlDxe
zFZ<0;?l!f!RxHj{xkvRgRk;>$tK9A^jtu1Z^6nz7S9TgIq<?`v@(A>5s%4hwEKw%I
z2|@?^7*5nV-J~Qm$%U5WnI!qv>H)^a%jHy2obh{GL+Q2LQnf#2<8#FZEr{2k^M6A`
znUZqY@d(F;JytzxtyAxF)!EOm1e+up?s3(z)TObGS*|gb$*rHPBs(D;e>*s&n$R~f
z8y=cgkWCg3;u;kX4^EC?pvODO;K=Lb)T)qUE*t|o@rR<qOJ%8V<93?P^ihS!B&{`b
zu%FUm@%%6_glh!V8uAaLnQU&)#KF~x3nSquF@u*SZ8V>gEFoW*EEP|q3i#8~(Wf8c
zf}V}NfD+Xmv1GZmWMqZCnfYN92n<*NBTu*qGxe(goJCF9V_GVjva|e89^JKt3WE%k
zcpBTdHQVGny`hqsvgJ|L&DNg1;WpIaC>x{m(&BT{;sY0ZnF*2jfMYha5vk)pi(T7n
zX>K-*w)U_?ajh0`-X@L5i?({kR^s|iyxHTZPYhM!3B-VZfY6yXW3(L*s&L6xX?-ZR
z7&@U$nG{QQ_~{)+n>1wWKkaf%EdQN8h=qmYUu{8JapTthj0l4l+(J>Sxe)yF%5X#t
zmWdpv0tOynX(@<i0h9$W8{XYNE9ynRzUhA$a5-zvPc|I!g!8TyV_%k^L^?A@Vix&k
z{$5L`+>?A5sS5C6t7i}MZ%(B^60mAzqW(OvJ*k`7p1$0x9ZlgHvF%dSeYZb`-&sa(
z>riu#3C);ACa1>yMXUL!p~2=1j8=I0=R)_!iyJDdOLWyT#Lf_vQNHk(cq{bgg$yF<
zxN31_++J!D#^-Dviun=+-U@*WT2~4<8S#QJ)8M`)QDPF}bX6;nyw6mtB*VC3w!|a4
zkqvFaofOZ0)>Ljckmd?v!9Z)QB3+qXez|~xl!DP>FuMW)aUe-c!B}APOs$mycLJK|
z%sdb(&H_)-TzXFtPCk+T!d-Nxfx6VdZQBUV`b`1zfd9l+yV^ve$sMvOwl-f&ar6NO
zZJ?6ue^{9R5c&O|oNfX(PWEO-_R>Z!vI<g)|Gn6a?LWnC9Di|4{f8a!e-^v3|5fbv
z*CGA?Xm?{FWM^cgX9WIDd-fl~F!ujm81~mG{V!`6;2+X34i;v5wtts~vHVHQ3}goW
zLmI}!%t+79_*ZKf8-R(P`EUBU|D84LA5t(TLOON;ke;0bz(&Z<{3j<H2OE%(iSbWp
zAdsCA`0vs%z+V;=@Lx*9SXkLv{wWP(0Wxy@MH=R&IWL6C>utPWXU8x^Ol|%P>Jz4|
z4zmyx)U4#6Q{5+UC_sqNth{Lrn#*V{YeRq5+*r7JOX9s@n{gRknz~u|SvZeO&Dy5N
zzV;>m^W4SVv-ihS=VOG){@7S53yaA_2Joh31D=WaI^P~8L0&aM!`1d?#5PYbd`KC{
zWua_+N%s*((t6T0w8=tqlGNi%F;*#9&Y%u7#xOLA1-)YC+4Y9BQtXaXw*(q#rT9KO
z=EV%&T-(=K%G|i_`txlfE@wOpNNvKrqUB81r{4TLf7?1K>-J%~t}DWjPG{TQEZIc4
z+x%WIIhLicy|h4!X(fV7%A9O8IYO=Zs5Hfzw=ge=j1v!|!%NEAXpA!5L6&oo$jw3J
zbaH<ZtD`1O>P-R!WERg}VX8>pM|YV%>8iWphvUbS%_g5+SURTqRL+!^s~UQJpF{)K
zH?SD@7hGXVK5|znyH3z?51_rm8z(m7SPunpK*_3z3-ptFL74S57_dsA5GNvZ8L@MI
zKLBeuW$`9Ck<6Z@#*lbfW_pgB$T#Nd5TrPSh0l99q*=(o^N%Q!rC%RRn+--2MJ<kC
zm*=$VQ6K*vewF}E8_+6?e+FGJ3sM)`VT>{r&$WE^Map4N<>o-;5-lrcQKuCQM=}E+
zc;Y_G75F9vpC(o&rxLZYQy*lV^FD{!QCWDgtd2i<4k<;*kM%g3HSlA$uo~}dO|OeW
z)Y@qaTBg|8fH7><l#E6;Us+!dW{L0?HK1k!qKL|oK$jRumGnH-b;z>tqkjr)>}O1;
z;ii6;L@|m1R&Z)!ZYHh*K4FM*oA<!0Of5FX7tjgQwWa7r0Ty>+nw&$aAF06+tt*s1
zBFYRAkIRsPUdHDaHSXsKlQ)hU@y6^slM4a&o#_LR=sx6g)?l0Yp|h<{_&cY;U0My0
zHqyw0mA`Tn;xb{*D5WSMu=3^=_F1z~m*kr5utSp%$g#+WIV8o8Uyu~#j6#~7sEQ1?
zLns9IEzpm7%$9if4#7g=<j|^h-YE+T+(tNqt{4()R(a@{PrYBD@XvQWKD7a0j>i(*
zoUFmUGC=2PYxel-Cm$s4$h)X+dgO0n#Ap4q!2PDsCxbPRDmt1$2VzcCooAAai~yh@
z;+Ry0f~=_kW3CtB@Eidf7D#aEcQCDw#Cr18P>EvFKAQW)@Hpw<)m?3YkM&lo@+i3U
zgV0p-GrGRY$TjD8o?DtM41?RwoH_*!Yd&5?#&8tP`4pMF6PM#%_iS%DE;dXa?;K|{
z=mMgL!;Wtvh`0N&12K{K{8ac2%dAjkjR|-;aFY4CmfUoO>uUsQaiS%TcoG9ko4=YV
zbic%xBshUJV#}7Ywjk(b&+MF`K|R6DXod+e*ngT)*AzLbq^8b8gmvIU_CszFkqeUR
zE3q?_6;Y*;s#yPI>LL;0f^O(Sb8AjKqr3Y|w8qavg?pv~SwQ9nv6CI{7FCdo_Ja{(
zEjx#+7_VFpSn=J$OeQN>Xi0!ai&wYbnlBvd&<)So)n#O7`jnGB<IBO>k^}6?5~nVS
zE7t~$dPme?cwv1sUZAy&A>AR<%GiGGmg+jUazw+5K(HPghTeykQ2vh(exDgL_XO>q
zMTeAD1Jn%sXGG6P3lA1kRZ7op-<)31+AH|+4m4F)Bs?*xvf>PQc-b*&YGKG^u81tL
zMh(xF%1)I^x0e)8(LBIx!+4-w{WA>->Tp#XH&wADj8s^{Q_FeQk&YRjoKErXX>JV8
z)CiUDXWl*h;U}7PqiYA3o!P@9g_fb&1C96}^3X#w5rnXO?S@RyNf{oJJS}0bm!Tz|
zP<g-};S_OdFuyXQm=&$>AysoN!+d*+Km9TltdFOEGRyh;@yox)MwS9sj?uX#aw8xB
z-*=zD7-rdLo+Gga>^zmgBXV7dcd?auQu8Cu+R%WM5=)eEt+qr4hqn{|$yI&<`s5^W
zVHjh@gTK(DxT>`2&^Ym2zfIANu3mlLr(bo?|EajeG9O6I`^DoH(LI3uR~(qDMLGMe
zU+tm0=q{;aFB10UH&Qzipy(iH`;SX-<sIp{5pDJ<Xy+eVhL|;7Ce<cOHmC3yy>&!v
z6!%iZ{nd4pPkwK|v_B215Cujao(MdCv6*IK&rH+}7=+D2p`BM(hxmd}K#+3=gRET`
ztjl|D3?OdzwT<EFo6wAN?m#Q}DGCgx_9Aqq<L7)6&#wN^@7UmvtuLxh|JLij)F85y
ze#&_Idvt2eixz{6Bw)QSt`EXps$sJ)%S2;I!aRDgbczp3#ft+1&h>yHusa8OE<5`J
zt$i|TwA)RU%*}W%6Y&ELI~#W+rs5S5FvK(js+<aP3Iuo}gK5CN;39Cjhx=i{Doknf
ze`akXu`J`hfHoNW4dtaeV6EG`L=>P$J*LzqYObHj&b}h_!P>EH{gSTbs^$t-y<rio
z4TpWP*0tR2vs~koJc6eM)7lR6bzVbilKw+N-9+kxyrKzFMf9Y+f3xuJIzZ{i;!{~q
zEQEHM&LYhZUgwg*H1~x~t58GEX}sM~|5ZUw>BL@3mZq%)cyb(@(JFlwS^2T3T9g31
zIW2XljU+tl_Rmi8!DO3-1r)Y3HaQ2!rx^fW9o|R#aM!Ok;Y{T@yeZk&Lin<s;_#1r
zd{a$KmmpT(+dPfD#ySYG8oc)!TB;(GYK8DAE8sZ^U3Ge=?8Z8{YBvUDVwM)Svx-Fh
zY6W*2$z|rkuUc^*Aby)9Xhy+XFfjg7IO_Ysf~?7!S!bT+8YS%~oB;#9t~6No+rZ4x
z)`gcJPN1UGmI-KX{?Qzo^TyhVAY@USx|%b))s(j{+_G>^&N&lpn^C{-%`Sdc&4rva
z58-X*{&<URBtvp(mL7pjN0i(+5H3LlMW6Gj`c`M+!&qTY<eS}cdx{+q5&WuP{u*bo
z6|2oF8_`2mmlme9gb0_(-wv_G@#oKQyZ`j?%Wnr&BsU64!E=wbv7~84(<S_0&bRI~
z?ujf*B6VBKiDlU76p|%_joa*40gT~J#+hF^XBRoXV0n_Pt*Cyn8A#viOw6(VabpI$
z@JHPv+;+`SfZ0>ap<F2WI?2AXKOY}yh*b`d_zuEv;_YjO9Bx}BJk5Nk#joJ~zJkPe
zk4&ddqiv0-qqR+bK)w1advkI_#Y<S!x|HnPU+{OC{MegBeYnZ0>Nk(j(QE&2CNQ>5
zhFrV6U?LAs?3p|V%iqspPX^>w5iI&E^&n`j5DTUVD8AcF(z1!VVo;js@wopkPqNSo
za#{+A@x|$8&KR-ZTWgj7tai~WwM*t?(uJq)AgkvwWzF>lzJBEE$$NV9vX!ipe`*4z
zEZYfp6yhNC^QM|az%D<Ar-4rkN9K)tSC4>EVYwB7`{Db@l_eog@kXR0*d`pS(%G8n
zaUfo+c&28>?}t&GmM<^G=g>_k&Wo6QS^Auoi2*lv2U=+7s4U!k@&U3OCn{axyXWy9
zU=-QrL@#b|_Aze~#jD6oy*pvOmBo<5q5djx&ca}UC0abt&Qm|{Evn;C2cUF}K5+%&
z3~4`-6V!l*OoBItY~2E(>aHw_7LdtqvDz!>hHONv@vi&4d*}*j{4{rDmMicr<V<?k
zoGshhk3OL24?->d*4rJ+tYBvZVlf2OvpFxlO$doTsmsAQU3_idBy;VxHlpEL)F8fi
zK#0se?-1B|K-wU566asXQ*)<9DM&2!kRc-aa`uvEiN4QSD0k_uX{BYAs&ZM`i*Nc3
zyJ5%sl)Jp=?XzX1_Pkh!))~5C`WILcO_90fUA!SBzbOolay`ODm&z+xc;uB<NuV>E
za718Y-C5YhCnpAmw>IGWy5_ssrZ(R>r<)7Xu6H}qE?CFy_BfAT(Df77F9;Z#qmks~
z>kjbaHMTnxS4h5}%doX%+}Ns3h}t_PJ6Mxkw!CY9b}uBIPKAgcUMC_tBQ6lllb|p!
z2gLhFLRveYTb~H89k`huM3VzunU}2~!V-R079@g_!Z*8*kRbArCRpb3yn}DOAWrG6
z<J(rqYP=PU{uQbtUOpFMZoVC+yssJj*L~0U6&b}E!D|R}fj#@4!W6bIh=z1}ks2kd
zPl~SFO6BMsGQ7PCpZ$!Qv+nfd#-y`LwdfDEN(0x=p*_~|_<kk1_<p%S3dctZ;j{9&
zY{h@}LZ)LWhR$k%EYkdZ>PeF@9Cu#3J0lJc^IF=rjLnW@Wz*Mj3AF*;>9yX`czz_}
zU9F+VaV4;I5|De2aMlx|Pn6Ghr#M4G7mtCKb<qI(V+1<U-~c}u!5Uej2GMHSSXPLN
zK_bYh+Uz=VRI@QkdW-(CrBw;npWf5Y?mfFz$aQm`$J=P<<pI6pnNy}iPThsT#*^VA
z+(hdj6wqn)b)p0F>nN%hk5rIWCKy$ue#Mpp%IlcJROi(k%oTrmvCo^v^@KPkO|C>s
zPId^JS_s=A{KilB57p3x(Hy)*MxQmmwmRHT;4(ykE(V3L3cv9N4c?-D)jfmlbx&pL
zCXEPFonZ~6?KFDFu9x#OunU@FydYvbOFkhnO?7UlD!9=nZ7G@>8vPo^^IXrZF*4xv
zb7{F<%2ttg>Qy?I;ea4-<z0pyBc;<NEJz8B5KFE93QB>*AdfY<#Cy#MLCF{TL5Y6T
z&o4)m6e`lEvF$Q0gHy3y(NXx8`*KosjCs3>pjXehg1sfoyF=b<H1RnTpOfUau)4Oo
zLGPs38}WstUC7nc)&6nl5^f7?3lOmRt&`AG<}vp2p+_d@<J-H2YenzobPw`Th@GRu
zt^KV-9~U%d94-Jjg8Kl>3Y{WJ6RD2~i3kZjM2W?=Q|Ma>p&)T9Kt3YCLR%)Tl`?cS
z92{C2(u-A#ZIR=qCZvWiAIbO1hs^WO7s#s$v&O{3T&Lj#xf?sW-D*vT=O+to;=GC8
zDonTKJ%|uQfKa?xpIvVUr*#JU21)x6qJ|@eqf)V1NPgx>lu>KX7g2Yb>niCh$txMn
z1C%PwvyYAE`Q~{_<4Z+UOcZ5Gvb42SwbVOm-JR~d=4BLl)jBGkOUzB~LXV?Mc`J^T
zS&EJA#u?b=8{``18|YOUMxmy;Oj*XvKV6I}JPN+Een{7&QsoJXJ<^N12D(bN)4k`j
z&C1vJudFstRW58U`1q->5^XV(^oTMtk0;3b1(*cMsk$ve>ZSL3!xde|*or(>U!p|^
zPy{Cj^WwaVKZah)^!mVktZ$vb+SkjYoNqM`Nc5E9rsIgZYW96WE;}Z}g@tR1Lbws-
zU||*!Te5?KE1HvVRl40jw7Ns_hD3RXMLAbt*jh_D67MOet}kUE&5&g)FgKm|P@11l
zinDz<=9|wioh`HZGZrOGl`2`34Oxb*MWQVk!Y$Y60KA4hYq+*f!Wr*)f@`8T+2htm
z)M{;y9PFeTcAZ27=>3|RZ7{jJ)p?s^@);Kfwet(W*Eidp!0b?Z&lj?ZLHGwvRmZIf
z_$D37w(83sKlmoC=DVJD_$JL1kK9}S;lMn2fDb+IQ9)h!M5U1D;xaGD<N9>XMu+od
zt;r&$ilgm!-3-g@<QP}mNBB}5%>=jG{`>4hw)ZV-yWgzLkh6(;X6Mtb;cjcDG{^dl
zW1E723|V#<uhV!5sK`C**tvA4WJtkE1}a;h!iVGOY`97$i}$I;(&;)eK3KZb76lL!
z&yc-lZ+|en8}Bbeo@MF6d~Mh_T<vh`Sd9p8YR$Nqj+BbjdSK+tW-yNUbG(?19(xmK
z^IJBKN#yJR&A{k@!~oxpZ_VbC3AcoyCF254Z{&~Xi)Z_;GOxkof_Zb6!f{;ypP$v5
z{M>-~A>YH0d^R!f_&k%rn}jVaqcscNZOZwPTGXD^jg~|miYJDCU{+!wXr%SUQ_$z-
z5%<bXps)x#vC9K!F0+1s;yK}FZ}QQZ{G8<Bb-%bX`Hs{&ez%0vINq555z%&5LZb}l
z9&w&0w8FYJ)>+VIH$qn!Y**)vYr+rJ=R>g`?y)^tkL%Lbf0-yf9nBHgG+lKI|0Wzg
zqi~De;n((p=IUHV3FECz-yvQ#t8q(?S7^{IBHcgin6dG*$PD`ptn0|j6?Cz6e)+{q
zLc)}DuQxm`Fy5Bk>L)}-WngnMdM^oWF0gslD^g?KbB)lZ-)o=UJqo`YNVX}nCXIQ>
zwE{Ew3O-;*Y%W<uT{_@(%=d_QQUd)R56(MAjJf&?Kd7r3&ij>Q3?{1`&txJ0l<7J1
zy%&E_>J;vt;huCg4Cm4L9&NQd%a|(_^?i@NG5tMUp}~*N$YY7+RP7%3+}XPvYc*J-
zgBRX+5L3{^F54oC1*OS)0RsOwvuhT^uM^;yw&BMB7A`;6@UVI>iCZY%k3mOt_<rCU
zvj<euF|QrVt6yMmc(`utsnR{RM`lO&hM|ZZs0+%b1}}U7%PXT}d_(V|_F?IzK6^Ob
zN5oa(;E?;}m#SGgvoelFgh%8{M8m+_0OSDY4&M&Z>CZ0%z3v4y(@TOf-_j#RB19qw
zBL*Ys22cmOA}As&2G|YSt`d@}qyWy}WN^5?6v>&LGCSjVM3_XFL>@$R41lbH*ipG|
z!JLn82H*#XcB-%Pu53=%NS3;)zExpYVO8PSe6zt8i8L6{7_i&1+QHk=+Tq#p+JQWi
zsSqz)Ft3i*;!sMNaLTo4t;A_9(P)jf>v^1d9D3~IFw0;D1xj&1j$UG&_F@hIciOKC
zuM)4=PWz#DG<LXDqX;4hBC{j1BXuHlmf`M+&KC)Ki@43&`YrVuSv69Lj4kRSmlxVc
z5ZHPpgR%64)8ve~SXLsKR#*3z_gAe0@s3TM{dmGyxYD(BQ(KSZ8dojh$AtFR_j&g9
z9YWRg=-HA}N5|3k#T^n`Rx}MZEH+Fk*)9MCjEkvAX-Ly>oCcLe(Yky1?0~fNvGIM9
z{rr7{{hfV`8@L;t{rG+5=M+$Gyd!q!RM9@WL)%kAORwk3ni=P~xI=QwYU7l$F-_CD
zbz84<(HZ?J@#=b`hh?~xge7`oVWUywUL*R7xm9F~NV*Bg0Av9&IcIw?>)-dj@pYT>
z-0<w?HpFMwVg0b`G{k4pVb@{OVbfvJ0c<jEvPP#3jx~+#RC`>cT$n#BE3YUoE3Ymr
zoj0tTXjrsuf|fviS%xx=NDVx?8YUi7j%uU~`boZtb9BATbfecbmPzZ^4X@?Kry}>L
zFR7XOUDZ0vHm5H41ot}kFfZ}_wbaVv=Bjkz{xHEO_y?M{ktb`v$(x#ynrbH2CcNx?
zEC=4)z>s$N+JQ*MTCVULaZX0-t~B^P8aM3M6--Ebdfd2Kf1Y&e*h_nlOUi}#rk!c-
zpr*mdYLbgS11qHEg;kGbkJXo@ss^Mwq$V8`t==71lZ`-^y>(ZY4gZJT4p*DUcomJe
z@^?>ASK{UX=4D`eMDoq*6W*(|H>QqZ|4rKy&jOf54%?7;HA+SI!dIGM@x~zaMfKkD
ztp%qA*b{e)0=5xst3p+S@|pz>ntAcM0S(l0N1EO=Q>j|(dh1$pja20%w*HYu`*KZ-
zQnvAty6cLg1q2Inow4M@aYrAEBsLACDaZ<lGFhaV^pkFP_!Hx@A?il)+a!0Ivbi*a
z@doRfeYKkkjf&NBs0Dr=L7R%E>D6PEqg>@wCF^zT_1xg2tyY2P>ht>ZS`0N8jR)26
z3Nq!uhB<X(x+Y~+nhK=_bBjo)DyQs*1@~X-COoD*h80chsz@3*ccMHaD~48$_%-+q
z_;vVAjjA%LAGKNajq0oAXA27MTs$i)dOTKV^%=^A4WlboXEj+hSq)ir_bVbxRZaJ5
zFBO1_`~{{Hx|8O+#=EGy%Db$)&buE@J<n6mL(fakeVk?lW|_6125AkG^120+g@Xmm
z1>i~hUEy8g9h=UC%4MP_y3Y9GrN@((CtcSjD2(^l;uXx3fG5x9FM@rXC-M`V7gLWg
zuLv*NkBM`Orq#F8@zeKvFpnG_(F<LIL7(5eVXOU_`mxO-w8*3V;&xT4H27#pJC)T!
zmguYfh&2j|VJ3Z`t9Dnpc3N%B!AF^GysICNs-Dy!)PsJ&w#QZeW9rA4&sNv<=A+O%
z*9X!^l`*UWYZIUeW>sTJ;mqv*>K^Xi(F6L!|6{n!m91*4VJ#4z1XU9@w>x>E0qqS+
zFGQ9{`hr-pBYi{QqVQq*<@n0oFRK6vb?f=gJuIuV=p_DDl1HR|@#c5k*aG|=afe`b
z{$}3fqRlMk@!m7uv)1$avwjDE-|^@z`ZM;M_ZyK{{(JFzK&O<C`X*W4t;yZnv)<cg
zUY)m~j}-4`nK!R#tq)P&!tD9UBb}4YBi^H~qmTKrtuBioqsK6tElemJx=8i`rOSOh
z;ezRj5GKxVnGqb*tB3lIEbdrdw$Wh#Xl%G1W@sFN2vU;eZ|0g72>v3@nM^&+8{f<#
zn1$g9Ncz7SM6eBDl?bOXZKUWHtZFQ4EDnn-1!z6C?im<<17NEOS2E4xn|F1Cmb0v~
zjkEO_sxem&R%{xQmu;Fh&2$WP^mVLttaL1VrrxXHkY6xflwS}%3g56^Krc7<m}d;j
zI*mHxAfuvXEaxPz0nkIsa?w!HQc+*goJrKAX10ds{?ph)%lrX*HWUcnYs7P88S^yb
zKHXXFMe8N{Ugr$SgZ6x~%@yh-P~)-g7KKZu%?t^zW^fwsmUz84sSf>qVjy!sYk+ty
zu8aAc{ajB4Cp?nuwYt$45gUC#-XOJRO?7K^qsiY!WK;T<(E8}(CtZEem%K#U*m1qG
zWo&1LbP11TtH$)mmI1l}&-XB%wexC`C6Y6_d*^#okBAN)pTw>KodcUoz>}PJL|1?G
zP16(CtJXU{@A%|p-7CvG@WU^A=in*%l?Iu*Cx<WeS=TEB784Pfh&Wfo;I`(O<8T4Y
zD+dId#wJft7#-B8mH#mNvU9&CEg1goa0vV@=bihOP9i(cMBv7H&Sr)p{65eBkdl)R
z^5*X78NqZ@^H7({(H7s)J}Cs<ZmN%YTFntzO9(Knb^Db^h{1Hh?M>p1#&o&p+3XF$
zF`Tc>v6oTuP#HcS{g$TBl&%vU6Ks<&8TxxVG#}UI^yd7g|A3IdMP81}*`2m<#x$1u
zH*maD*zvZNLkmsFF7J#(y5|s`ejEL?A=D@R))XS+Fg5)~%CCXj#&V=#fxOm`(DNTf
zVz`{wyq>I{vQ(_=jC2I)>x)&XKHqg^Z+>IYX$00=&)%0#RojXP8Y;FOrrhIkI*0w)
z@e3`Q&UxJLkJk^5I~Q+H2zYgW=LGb13&h0*YjasXI+0Wo0L>joQfhYOX9r|NCsSN|
z3vg`GGE#*UY8~v0q(?`yK?eKf%TR#;O!VZ0iByl#_NS(eMqNF%r!$u|x5d1+3$^wF
z{iE7F8s$p$j{S|7g^iD2tuO?6Uyy9p>Yrjo2s}JTQ9s=6Pa4m*OYmea9F@;kIu24z
zvRB(|K7RO5cG(_YhTqP_ChNG}H7str-W=96MRiGCw7+b;5M(^YfZlg^OJroS&D?`$
zZV?NQ@Wf}i5`MZ+Myj)S2>kV;)P-!?MlS3BQ?bWzA&Y{dfC~Ku_v>cYCYx8)`Ffd2
z^!a+L^ARrQYKcMcJ=64A9x(~-mR_z(gVii&fzl{O_qaa<<ZJrV(~1=+$?P!gcf@vF
zevmO|22-ju9l7~Z^#n6PVxS*wm7io0q>up43<q9n*w}OoGkAgmjvRS273wjSnlDM#
zHrF69E+2QoKuj*G!*V;t@%Lza9y9L51v*H6s|@WNhMO4T3+^zHn;0U+s3R#?@WgPL
z=!7Ihn|Pa*=v<7Z#sNoZ{qm2MA3zNubmdxQ$W(sUvR&`Q3|d}<k!5mfs^w))YO$za
zRC)1r_8C+LGx6~&!h(j5Q4Y04%W?`CXlzSI1ZAS8A;$w|2zF_uI3k@HU+A0^2k<IY
z8v(vQ4F{h01@{c4#9hM55tc=CX`iL+8`FH~cjYn0{DTTMceGZO6-k44xeOcgw()}<
zZc-dCR$#GA41Hl%t`Bol(FLaOm|^YuIAGj&!kK3>Es<Lthf;^sS`LzN5@{uvi?}jC
za{l?()IUx1%~ljS%ud@ww5(Q0PaQG~*@vUT=5C8&4{{piu++p<l%N&*m)zPkC^*ys
z<wv+GSYHn@ER9%vkhV__B6k-SsU%}1Ec=$+hnazS#aptlMI@^~Vhcp{q`iz1R+Fh~
zU;Gecpap155S2+ck61|Sh;y=Olg~2U9ls~!Zxf$?O_kg9S*#`<RnQlN(IgEO=P6NP
zn_JwPSW-19l9m@5BT`j}u*(^FIL8H;Fib{MBiIuDc%+1?9UnPdMBk1MiGgo-w1JS~
z8&Ct0uV=bUB{a5C=2}<=#hZ+z^*XW9%@|6#X-RqAj8U3i<KNxa1<r<*d>jx=)w<bh
z^HNwm@s>KQ-;oRmMSf#pT94I?J&HXGnS%zpcx^s&BJEp(NVV$s@FSYgOEJWOC0VM*
zGhUhMtnXOjB@Xv#81?drjDxZ!-}f0^GW5bj9)lzATfO5d6zxk=O;RSjYrfpP;q2ld
zOg8cB{!&LEh~=!w>siRLrlge>>Yt(<oC+HYEAObhrjm>DEe`V{7Vc9-BR5&7IMiNz
zFSN=ONH)?%aVsaNPn`WdLfPmlX#}CcZLR;@2}V4)J$I{RyB}<bI5BkCo-MBx+`pw|
z#)EoKd{h*-KE85CnOw3iQ`qL|jwpUgji^AROYxiId;W09C^wm34>A(O&`e^fcOA!f
z>0f%kR>9P23CLdL{(fQ>JtZU0LY+J}$Be3cIJI7{9E=XN>a(^7Z&syClK<qoxhqED
zF_S3DMWnSSmK<K#_8j~|@k}^*DAGp{Hn_%q+Uo2W?e)2ZQ=91IM10{wSj<)5q6R#F
z#aGViS24S;A}_J=?^gW16S>YmC#5HM{V*j#5hNO<TD@c+2^qK;!Stc8J0&ox1s*eS
z`mdGvTfrzSLfEPoidV+5VXlQ?6lJdUVWWyxsXg#$+Buhep9yxmjn?LA5LIfrBKlRC
zqB!#mBbucPsfbhaVxxq$f9ChuCPtwxmfpH21QX(cw-OdC!riTZV#0kQE$EF&K5EcE
ztSq>+4h<ZV5ylhospW<<5ba5cBP3O;MXAQJ6;6~C)`aFj{2CS)N*X`}8%m5!hw_UA
zoDGgt5Tb`L;D<h;Ikc}c*!Cyns{L<BrLMPVNNWB54%|r;_@k&YKSM-Lzjl=15Q4`*
z41GHMjT-E1_e}-YJp?tg1kY9I(g-bLZcD89N&d3{_CWIaXLuRW+bs`Ds2DiPPYE|X
zZMTFUeY#U(E0w;}zQexEzsP?{`wIE5vB5cmLXc4MpG<T4+PKc6qAzl1vb@%glycAK
znxv3E`iQ5I^^Zl<!5{?ALx^1Z6i@88z!2xnWP-s4!A-#Af1eRW+<z7JkgVoeX;M)P
z%6mcn4FO9j=W%HxnqRiC<y)z(X=nzM;P|}~a>WtM3ML_oZ%h$hEgM1=j$^kZTyX@q
zB!LB`otSB*G6aTdjKHorWUb%p^?|>$Jlkh`KIX*~jQYu5)B(8LsA&$HoZd`h4(&#%
z4B-snxb}G8-E{`btK!~@CrHZw$qy2ohO(#Hz3i(part-EsA>c~DrFK^lha&PP>T!S
zMePQShs|+E-9zriK6qAO%rFb8<y<Y9bWzUtGAVtqMN^cg8eXM#fqo%sX<56n0QUIT
z38`xjtGG@7_}2yLYl-Y#fO*{Jl$f^`#nYLQ0*ZS7b7sVy2KosAv`{5eu5+Q<l~v=7
zXYhsssRo_?-TT%r45q9(IE+LIcZB@(nk3u*6gsRr=c@cID`d5IQsi`gsq&JG<X&C$
z-1flQmg3E5t8QzZ_-Ei?i-i7~SX;;en{5v3Jz6R)JJE#adWI!=%3_Mv*n}}mT?dv?
zP<pp=47x5`ohMzoky=op+8Qy9Yt@M*fB9=W^Ac=KXzsA8f~)UqP{6Zk{BV`1dPXIQ
zi35{g^fy3Cq%Ho$Ph<t$iOoTwGb8p42lqMMeFSVi5_y<lj;biUnnlM*r~62}ty{4c
zqK>#4bgUuZ({@LM{OkjBGOhZYa%;j%NKLcQ=&Jin1i~_ThrGdPvWe^{(4QX~>I*`<
zvFVIao}>(}#}QoU-GnY_?!=2ogoKMV{J8CXOb89D!6#A*o++<(hKu-&`e+@x_=sDt
zM*9tbTRCl0B88D=9tq4y{JmU&BpM!&6c30!9e7nnrd2Pw=BO7&Uk<Ld=NqzHFcK2N
znFbza{9Pc;?2Fk?sx&iv?5&@nmw8N+@&S3FjFazy<fjBvf;ve95@{{|1|NgH_tQ?N
zf_pJfGhUMs;uBDYoXHcz@ODWub{zN9U!8k)mIn=`hbQ9Al+U%DiKzj@KvL>qIk)xK
zt_7}x(c_c6IBGL*dvo`_*MPMGtwl1;WZcBWgqoL?a%nDX$EJeHwh?KyWW6M^RHryE
zt+pNJc`n1dhT1B;zaJK;l}cVz6~XH2tQ?T<dEzb(ZC^fTEVC0E*pB-4{18un5ecBR
zY||mRCtcnGy=+tO!^9|MqH<A;P@giZ%}Z{~a4QkPzlhYYPiEaJLgjEUnllEH9#CxQ
z*ww&11%HHvhf7#fcb2IBJl3%jqxw!C|0-_@rw1L{dF%-v%$C&XMx~otJDu0eksmOZ
zhLIe%t4y3PF?LcTZ)@DYA^yETlAr{uW*54ehTbSAE}#&<fhvhN6O5e{=4gw*zza%M
zz$!K<l!~Kf*l7SVdy(F8adDwpQ`1{H{TTcqKCD`~zr?bDs}R>+#|!2TJmJpJW?EUC
z&?liw#&1~XHmu0QjNa?JS!K2yHed8~G@8hwY*v}F*FkX-UCv<2i;C~_jK{SHfLpuI
ze6xqcS%1CH*%`(OI$5zbTYcKj_H?(Fs4G4A+O=N15YTT(GciAY2hUaBah}E>UF+)2
z?~xWY^FS+~zrv*@p>?8#Q;hXS&TpY@@8mMhU&cC8Am93hgt92oF~aB){58fR^tqx)
zGXW%GQ>#j;NY33_lhYZ#Fb#755j88~n8ma|$ysgx<Q6Z@CSo4l9Mtx+`7>pzu-xaw
zeD(yPIzf<}BpO#=Fq_U?mQ&yl7wYj`jYDPi5^tCjf#(!y=58zQ#G+8Vxg_Xf9aHr$
zsa64`Iz=pF`W>pgNx#mGWv+l}#Xvt)?R<=w-;88$^Y!@5>-=0tupLqtz6X=X=_VC5
zk7kxA8ow}V&`&{)fjs?L#+&w;KBNK7S{_0#jrReg`|d*x=x>dMWkcXP07MI0o`sul
zTEAX7YdF|LIz|oLGIY~yq^zuD78@#=7e_0RsKQqKoxxsL46(&f8IRo@De!VsrtZIW
z2<goD5R!FU(!$o-R#UPkMH&<y&-N0ieX$9>I~g^()_V0qrin5`tuL~;pKB~$S9&q1
z7;RYJbL`mVEL~_qddBiYZ;t(3)4v<W<L|Bg)8Y1umLLH%{Ge)Z4RXo_=Ou4%X|6Pe
z&QSI?y=zxl--)_~mDXADidw^oxl5aSi!guFr;N&lIrv<Hda6j~UmD)LmrQqfck5GG
zsJD>tdV1wJI1>YPj!DDUs^Bz+fI5w3tC(Zu#$Y^MiY2jo$i?PvjqlPm-07R$7keI$
z$liY0sH6j1hz@nlN^3OtAx-^@>b@97PP4-1sVm%8oruX}re=5*)=E5O#^U1wYz*_x
zB~qoCa&7hZ{VS*q*=?tl0+lzmLT!2xSgc<RG<}~&CvyONyp4Jh+0!bwbPKPTL;Q>c
z3(zEpDktopcJM=EWqe0j(TSp^f?r3Mog2gP6tg=zCpHW(Y86gJG)*-w>0#e$;Ab8c
z$F_(%Gr67yVKJWwnyCj%0GW_N<i-xssu54zgwmlm*o*3>>kW45srRMyx43WKULEc?
z-rcZ_)|X3vz9k8Y2=*AvA^Rm)B36HV#e8hz&Z7IRbgILh&=Io1Z?`GFCE)7wC=8Rc
zS4X*|X(RXznL7nyOmf(tcZe$-PCeqX5asF25fr;Q&T<6j98>zpXu5)H7h$s>-|ub}
z$sXes^3orUZO41hMJ7*-6Vl)jZ9VYW34@F6>4mjGBTqfM|4sA3ROd*u9iEHB*X{~B
zeW=rfs-3K0KD#Q1au;&xK{VI^#v5UL6Q-%I%2}CqXYneYGF|MU7L#cZk~N+{H(Foo
zS)Ui92Cb3Lu_*A=Sab(FZQ>$dRC|adchc;Zrp>?M*F;6nO8t(47^*jS`o;m4>RprC
z*NYwuei@T#d1XGk@*upQ`JQZddM(?5#|vzD9A)oWN@046!=?3$4U1czDtvLdQ=0II
z4<=JbcZYlEVPBc1(mD$q)^@71nQImypM;!ovc;Y(GarMjwnACc?1h*JM$W4`ipj#V
zVwSvB<B0~?FpjR=ix=Q&-qF7(cA@hLXE_UZ32blkT&2_WqRVlq*(iI2?F(@B>aHj0
zGknRHQI&8;#mR4ZgdN|*mRWt0K1(P=zcE6-jry}Y-D6=)uC(Bu8YgE){s`J6^^uU%
zD5aYbZ&<ZuSL!z3kg_-=dIm_x587Eb1mji(vr=^5@9sn#3iA{Li~%vwz0_Ysv_3}$
z^Na^1W{B4v8LMstA5oR|!LdPHH^ZI%oN-LR+zDt+#L)lP6d2WoJTIa+#OsW->A`bh
z@=2ZCdb)-4BGyKSv*hlmqMIHu#XbLJpz3hz$)-$&dzRF)Az*`7LRap?a4LV;aiXyZ
zw;0bh*nI)_H2Q5o_j%zPKb|S;i<U*N<786G`X{NW|1XZq4_ezNJT$8`dY{7Cg51QQ
zmgJ}Ntq4acVn53u#9cKaR~!O`B%aaY2Daygm?b&zuKwuqPy+NzkJlmJG*@gi9aM%~
zkEX02$Uml$e<07YmO6*@&cj{1u;8ue#mVr}e;}s3RE0~a)bwFBC;~$r%!T(9A5?0|
zOS@>v?Z(4}ix{6*{Bax;U)L=H({DeA-~PsM$~VSegJE^L^?oI)od1w?wz0~GF)>`+
zxcQwSc~%dDIj6>T(apwyo%wo4h-59x!qelQo>1X(_ZuV7RD-)2$#lWhmX}?AllJ2{
znS3g_>Z+s1={NWQ!DoPB%Td0qLQ*;%nl%--`W6TutJSUvVZB)+$a;-V08r^R-E4F?
zu+HqbWBqS6p{wl!HYx@u6}CE6*T&}b!=I623|Iy!+kuya4z)f09ful}AOKB!p^BTu
z{JnEvlM*WpI{vW`>Um(3!fiU*hS(Mt+J@Q|45_tS<mUD9=wjJglQq4@Fdq+Lto0nG
zD)pWm{Y<Q)Z>HjRGS=wNO2c1w!+b|M;P;-w^5D%;%*g%x2l6bjSCVCGM)ruuq3&?|
zfH?`c;<1w|g^1XJj+J@oLD#9j)o+u%U$k<Sc>9&!w<|nw5sxGBcWH6wz%{R_a2lYB
z8FET~FT@V${OE)?_L0cfUh^uL;)vTc?R<sB9U65r1{Y6|w3h`*jO#;>7<PSp>`}E$
zDC4f5&BTm~NQ+PXxJsa0(Uh62lUq@;v!&c{%R)9TL!MOL8Bv+jGW|BPUpg%&O(LuA
z$EeUSBzud<_UtAqF+b8GvX!-`$kvK7Up9tW>RdOsbSw-IYN)_*V;=D4aqL}h94h-M
zTOo<)KKv&cOIF$Qh_L6A_qv-{dZb)3wb=pX3Pc~Uv{Tk>y4`)b`DNt6cIf_cM5$&@
zb5O^ap30cI9CF1;kb2Qk+)F1JXYsV_^8G-*wU0-{E-k2*xIzECVYG5FVs!F7u8|d2
z#fJfFD7E=OKJU3~7C5}gvxr-WW4{k29?ih3&{R-|Ey}i-?-9vX{rwHaDK`wyyxw8X
z(*ER0bR;$BG25bkemY;HsWWP>U2|~AZyAd0=CcEyz~`{f@L{#$*YL(JcBB&-N8i$U
z>8c8rnAn>*noOmwrIU%E3Wc6pgrekH90vELX);rl6c-z_Rg}7bEkgajw+`0}H2@;P
zu}{lFQ2kH}5}Z*F)E6^57&55!qF4at`S2ekT}!chlvE=l!<mUnti5uKcVRn@yOYid
zIrLV}-eT5K2AX2ZV)WRP6G!T@yOiIhVoBO^9G&4*F<r2f83ARKgG|It1%}4fa>9Hi
z2FeTEB4&2<syU-2P<0ZxYW-0?Yk6u<WO3^WZeecrD|eyAbn>Y^d43r)rzp!;YwfS6
z+*OUDHzp>NwBvlUaS$TX-gaA(j=s}5N+8%;zC^CJg799sMYrzL)Eiv9Yc5WE6RFq=
z`l~c85wB$;s_Tr`<yl;zmi`p2MzkQ62XR__?YDVY&fWavxHUC-d!eU8wj$m0(^M$6
zjZFP1wewtl>pKWqN;)c9I=kK7iQ&nKL{_&J7I>U-*q?3Rt%hg|kC(#6kV@I{M(!h-
zC!L(E1!$V0nNzlj<fyVRgTY?<ysr{43B)pWvOf@j7a)5aTYDUxi|1ul8Ti>&3zB+^
z2Jnz7vtMTHE71_^xD8b6gCh72wIZLW6k=gVh@*2S<$W-P7|9=vBjbN7C~>Qp*bZi~
zeljDbqvI<CB;m7vnr*o5h5ISl)?t{6ov{;&O7T<G4~z1$ftA^?TQE>^ppMjjDb0Cx
zclK^vrxdB=G;S!s>fGce0EwPHg?r0C`xN_zNx5Wjk&wXPHR<TwhZ?Y@pZcOh?ISO9
zs91?2e&dcZV@|G_@yeGfj`)&l2v87{$;If4A%86Mv(lDnp+08aiXJ`~U05hB;QnRU
zsjT>`wtKyTB#ZPHu?~%uM(=NWM>d2X<Tn;`9L!V1U0wCk4$17+U9L`sZF&-Z#PRe*
zduBdf#j`85H}M}Svg!M!A|w8uDcN+)W=qF8&SDY}9WeofI8V!s6`9R!XAE*-r4lr4
z9Nl-xhef&s`!;Q3F}|dqR);o|*u6#{t&+pn8j|<IOs}*ANFW6;D5OGREhC^cjT@b0
z#ES&xS2epVT{>!J=fAxjeLzoQuw(pgBkwN4(*l_vNq~2np*Fo;_*j<?SAM+NFe!hw
zXmoXwHEb)OF~a>YAlF{anO&%_Rln5a>UIK+-wp1unDF?(Q^9iaBALOuy(`A)o`2qo
z<Cy0yPf0Y#j`v|ISxeX6IUg-krnw5bZLK_9belbCrYxyf-u`m*MPQn%<LC=ghuq&P
zf0i8TkUTZzpB&xM%xEO#@g7KBkgVN;*idXlFLp?dls<@(4<l)2RxQIoed%3VDWx0Q
zB!Bujx8+^zjc-=E9hQ-8#B408OzT`oU4+wAi~qemDKmZGI{V^w_*VL-*r~=M<dgpJ
z=;cHJ_@E926g)hr+<sYDlxb>tQW0w>^7`(ZXH(tzj_>~WS|kL;zt!qA>BNF4MW+F(
zo5n%uoy*yOhP2t<QlKJvJcz3MSo-YC`zJPtL-lVhzW2(^!@N`d85x~ABe_DH4Jcs6
zPJSEuNnSSpI;pfBtHDwczvvRoe7%@kZR^L}&(4gpP)YKq9TrY3cPlow()f#J+Vb3J
z?H3BRZ5P0Bm-}Yg3c$QhfZmA3O?u&Vx_SJ?eq}DI(pq(*;8*(2Ib)986XWmhxlk1B
z`)-WU>+b~DcO~yK`Jg4_-&Vy)kyfe`8l`N9B1d1`?0|!1erLNjRnHyMuTNb(PUF~f
zRNnm84pXve%hi$1kgk$6yq|AhZUE08V2}OdNdE&%$MN6cPRz`#{{}h6NSXIBA_P8w
z0+VL@btfHhAbJz{G2U{`kbW<T4@?aS+hMeL83817A#ipdKv%S0XIY$|v2M9U77c=!
zVoWr*M-cUXQN?g(cEcn;RBl)|ikba*u^Q%ZVHKWd1$!2lBfEhP4v&TeQN9h}1E)R(
zS6MK4b^W}JWRZu?U%}vxVm|8sslr8a7>38i;6Ah}m%=-Eko0w;f%omF-Skdexj-Xp
zu6cwa{CJ&WS<EZ1S5eUPI<3k>esg3?%JIe~yvn-^(w?&MutKt|e*)}}%g!P+h1`)R
zaKRxP(f{E#0sr43hoVN7&PI-A26}Y-HkO9}HFC(z_#en2Gt0jdYJYF?e?|_Onf{6#
z{&h(IKO%=30A^--CUyYuZ?qjFAu|9#&%wgX$f8Ba#6-x%Ovu8*LeIzu;9&Y2pQrJU
z>c2N;BxGY_r)OegW?|JLWC0Me015vYjg^T|gPn=-Pjes#>%YhTzdLjMBlO=&?Ck9H
zKp^wq*Z1$`f9nfmWufO_{Tmla$j<R6%Re&{0@(gF(Z447XPbXs<=_DR86YFmpFn>S
zbFlqO9u9UwjemCe=fwZf;!hVKArp}4Ujj1$ng1ob)_+i&e_#9mlG^<1Q}Ms3O(y1l
zV4DB{BR%84W1Gy(KzbktBkMo0O;#p)CMFhU4yJ#_HUUgPdH^#!+y5ThWMl%+v;CPd
z3n3jV2O~X@4e;lNF|o3+)BkO*e<sVs_UGmSfb9PcZZb3f<+Wh`FTqWACIIWdfSViu
z0Q0|tn{cj*{nr4^`Jzc+onflvy_0cm9FLwD>?agLJtVFaupggbB}nx|zVdxaQ0hh(
zR8*`av?ih+fD#h21Fs6h2_Y;a-gcH#j7x25H6i~*Pd$0_;IVn}24a5yS^9E&RQcyu
z3Sx=y1=9@*%=x}Bcci3{jpMlO?CVVep5WDx$fl%MC;b9Zo&~4tn>GSefQ$fHfH6j#
z*UDruH=<~F)xheSLVmYA>Pt&?07du|0<>&o_J~j^l$Ee;uDYUEvdH=r?AE|H$#hUY
zn2Ah!c3XB_cprkmb)%pN9oHU9P|c4eggfD;oG{@UoKH_v@8PuK%D|zGV!1~L78Ip3
z8E@x`!0gJvEYJ9cq(y<T_PX^x?+jnRYfW$ViebS+y&3vF6*<7*#E-#8te0fQ`qqMX
zSPV}Xf)Ny)=%iq}9;bgGxP)W7cV(TYNh+A=<}SK|z2V%b|Moq$R%KAH<wk1kLEht8
z8Z!a=x^gldBWCsU_ab9bWg@a4dg+eLcLsCb^pR9S%v$b6Y;zsa=5YZB_3sI*?vK)r
zlK_Z0k>W#<83RU{P53sm^2UH*SQ0p#IlW7U)<(Wj|6G1$Yzw%%So)Qr=Zfm2#|Foa
zuoV#Tk+o~UW3J=+))9$97rK53C#;>~X3{`1GyId;YodOqW!Z^W9$p}=pvPA_!ZfOV
zNl%p?d2AnGx9DAXNG0hTE!thy$qn37LAH=%N7+H=Q=dqTrneu8AJEr-1?=S0yx^>v
z=Xt7&2GAzW;U+`Wn`(A%T3~1q#a`-K^8&RI6=X)VTA1R4T+C4TC4yL;){w$c&tuCO
z)O!c5rBj*Z3kzO5_F$@Ae?IrXaVTU&GrTO|h0!CFIwdfJRcZ4Cz34Hb7NU~vlsS72
zo_QRv#=ibSQ?I}IBRdIfxuENQ&gXNk@KRQNu-)7PLP+dehV2{Q>#V+)X*phxa7Qc3
zb8aiBzOi1q@}}=YuvJS;^+c_REDtHJo9LE)0Y4Z>AUDa69ND1cI}jO{^Q7=%7Ql7*
z&Q;9tkk-7|BL#>5Ccgfe2Of(Qx|{UE-Hpg-N!+TbwehR-*Nt4JMbrQ*)sptf@wUbr
zgUamUE}Me&iI|gF<)zSS<l|B5TN0~99wa>ncpeWE$~z|CuSCytS-z4zw*0)gEHyTL
z?(kZ!FBt6P`zM7x6aBb>Qd&XUbIM~9kmd~cWXr3Yau<)u^58YufnF$gm^UiIt=NfX
zz9X)TR3zQOhU}<lX`?70yrgii$^Dj%-20xvgs`{CpVRIH@vYJ*idg&fG{e>Mr$jOz
zbs<r=Nl<<2Zo4fZpErr_8K${Hq^}bk(wtoMyl}JL&SbII5*Dsf)~f2WD-%9<k$U>O
zSaqD77k;qeKgs$Ehgn6Ubz!5zqV;0W!YXbGGF8^3T;l$Enp|H@r-WeLxG3Rbuq^4v
zhV7_G=yVLqs8i9=pMXy#_+~m*#RJ+nyIEs4L}rFvhr=trxY5QM3VQguadj``RMJOL
z#-$5CP3K86jrvvkW`*B_Ruc~<v)H=<=I)q&h$NeSl=Q$>jaPDmE2HgVl-%P`kTvcZ
zc`+y+QRO6B;iY0`(&nnM=v}4kLJaFhH0k_RO0{B5{3bleu+&22O;vR8NIRXdTzORh
zw0=ULo#U}~2N-GbYiCejC4Q+NwqVKeeO41UU?{YUZ%{8?g$0D)=S8g`pk9Yu^{w?k
z7L4`>%-d&&xXEeEEO#y2i;}0_+=9ncW#<8(h8r`^FNz}LnV8iMMTf*5(9Cj4yNXFN
zVOs(!i#=KRqIR@jlD@J}&qXfmf;V-ruF9?SH<GN9y2kAMsIDW*a=Ks9R1f!<<!&Tj
z8E6}fc?zgL(h$rbO>Z3*z=X?67mX%Aa!IB!UOdRF80_pZJM#*K9#%c=M`%4T3iDu)
z=wki9sQaf_U*0HAA3WQ(`Q5f{^K9F;eYS1ewr$(CZQGh(&sF!o=c0SAW|EakDl1i$
zl{aryeQusd=wlcnk9^t}#Q;<1c4XI2)`RlB%z{DB3WRvf_b1Yoq?gukQU{UJ3sX#(
zF*z5VA(rr4RYCh5<LYiGI@3g!;32mV)fIBXf&GXt?_WTKdLev2!k*nv#$!cqpWaUE
z@^fXJ-jrSp{RFcB+Jhv(Tlxe7>jMupP)tZoGjJ`EaP?L7z!NcBsx8$XV;>#(*e9AL
zc_bI|6f((<jn1+5(Y?OZ&eC5L{|K@hs@u&)f{`r_aRx%@Pc7O#eho2=>3WSqkY>bb
zpoug<e05X-{vINVDX5QP-_<xO2VSaa)F8Y^bEHhVAbq5ja1nx({sLD7PnrDd0Nl=&
z!ja#An}}`hd(r|xm)gF9!UBFwb%Hsr_g_Do{RB#j#Rr@>`bXX}4FW7=UA~YPj+F;a
z6+2SDO7{;+GnD*IbZ|~vZ?|Ywo1&htf;1Xu;+SWb&)TIgeYB_{O(Mb)=A(YWzQY6a
z4er`yA^o+~6y>l|?jp|#>3!Nq6j>0;4sy@O!~JaYG75;8`w2tCu=YwTZm(!ouQiX&
z%_`3BmZ!BOOm-NL&yI<?Q_udm+)swC0UwbO{(BmF$Lq|gVn^7Sn_aqdb8uaJU9NqF
z=u}sjhfzgl$3JbMTx2%ts~g1)LmhglT7ll!vFG~*7<XwYt~ufR1+SA?^GTjlU>Cf{
zlv+0g*hD_o0jX~H*<FSDSKe3mbCbs+bZ5%()iX{zFi+zyj?!)MC+>pW_MUw$ZT86z
zE&9w)U94~B%uG?|9-7jJP@UNy4eokC*D0FduSc~G_wQ8)JNOsgcP;J`3jJ?P3y1F)
zR=1lEt9_(Ln&Yz;L2BJn9pGvsbx-(tTv^sq&<@EaqxLmaHVLE1<3{JActd_7+14LO
z8Na_;#EOEvVWIs;@dGsJ{xZLI2c>0B<9Njs;BHVG&MV*l-+U;!Qf_HacMS6q2|9N~
z<lbpdT=CHX++ejSLLK-(athm#&faltWS865%#>=V?&`?P;oXU{_on#Glm(xnKPe)s
zo)2<+Tnkdb%>dyiu8Dc@d*UO#m_C`Nn^whaftD&1REkngAhadjq)$nF3bTSs7TNN#
z*sv8u5o<2ei(@Rd6&1Pr9&%3@_I=wj^t%&}fYL^VI1$48W%+4CLE<V!)5w+@h$KyR
z((Y+QGiTb_<EM>MF3^~{oh)&V1Mic)Z3y3H42hmp$l2dy?^cf7znw`w1DTVIT!#Rs
z_Op!IwZn&YDWK-cye(V_`p<k-tdo!E+M=!;!S<=!P$7VUT7mBa6#to=K#`wA=UB9_
z9NE=lUc}vT@vCHZTn>fVxb41PM}>xQV!05$=B!b|gqg4<<2ycAY{V(jgqD5cltZi_
z-}p5ufj7Fj_qeOK;C*S#%Vf0k3pO;h1Bx_K+@~+~M+EL{qSkq8O6KN*m+`lA10(Qp
z6ID$J9r9=%OmuZ4yt7XZd^Tywy!%G9093pbd|;62Q9OTX7EU1rJDIO&S95#y>rQo2
zprW3!_<=V2cyx&fdzYF2<2Uc>0?#$i`=Re?#{p-7-#!5k?TRQ53QLb@3+W0acKgg2
z-LMnaK<@GCMy9hKL>&rIxi3(^xZ4{hBRej%0e*%cgJgF5?Kz=E&edVW?W#}eY);6;
z)@Pbm4`!+F1($danP_jc<Calf*h)vP8~Wk6N@>`s`T<tj59JU_!+FkU*)}XaDd@zh
zczIK3E=l)Nn-5x#$UK2^R&<vcfdhQ1nS+7TK<O7)lX2M!mr!#)`VF&)FzvcY^AGVp
zTiV|<O0T(N0nf?|dAl_bE7(r`?tT2W?K+g3m$wRjuxHAT8n%B#O~hwG)(WQ{0s?Ow
z?AqLrwMcwVbKbx_Koww1u~43n2#7oAE;SG&LBE}_606I=Bc)K8P)<;>bKbt>^wWta
zYBElhE4TK%1Yc)*g1<2vNKvmyHzdkPs*zk7yRM3StvB5rPf@~7_!5{aG>xS@o432w
zh5Nb*4)DsEriiu#peQwk^{#_%Ko^%Wy}->#HkH#yyVFOT(?_q<%LOyfeto;sn<7?3
z`Xw%miydheI#YI$T&o}@LFkV?usrvyYMU_F2FX91$G{kq<jxMEeCRCRP&)j7pLEns
z=JpL5!quR(x=-oeqey0-;c<>X!tS`TBNyNG)t~jOJf}cvb40bt&VB<Fy=kM7XmiVd
zUO#@IheMPpn3es-xb#dgMSONUb8cL^mOFh4y0c>A(vQ#_&j5oI-ssY7&cWkCy7RJ`
za_v)`ZvhN);lTo=A&&hHIX=G-=J|=Ins=!OXb3rvbE#TOl3&~S?TT)zYHzp??8^hI
z61&U`*G@k-T)EI0+EPHZ2yT6c2rq75eP~VjtSd*@o-6I{zO6^KdC_A?!M7>x!uac>
zs_#__OV8-D-0x0vT0=hfQHng|OP6_(KQzbS<VTGmh6o*!NB(2qiE#Bv^!WZrMC?yT
zHbiz23~3arSJ1>u_=r_rf7oat8kR7Q8+*i$oI<N>c)y?)oPf{UQPy?4crZL>Gnwca
zuUx<LywADB+aEC}vNz@Fy5b%8EhmxzCE6$81%>5VBff#^1=UN~6UkLI#7We4McVGt
z%*E<tkMG}iL5?6(3D3FxnAe!r$`J7}ri-{QO1?S&JlH@h0La;Ypf2p<=A^|1Vm6{5
zEN0)B*sl;`p~K!E0R}+^V9qP}q#CaOjVj;dp_wyFeAK?n9h)n$1BXcRFk+e>+U_LV
z{Qd~DD)+#X0b%0ki<dY%4Y(hfI%({E`y!Zq2E^+f7$Fi0v<JsRBw4k`xbbC1VdQmt
zMz8e-k&AYR0?MbwBVU=N9pK|UNZt4<wJEMcX0SEUt5iIN!pI>o*J)}o27HL}16#lz
znqbe$X#ACF(GQk&naG|>fAqQ`kLSW?P_mPF^^@EJ9VrmrE|0XboM*;L86)&#{0au;
zi}|y?za(dk@+4e@xc!_UnqB5H9hY_A@SX-6gUkrPF8d)~1*r&y#vw8nqUVx7XzT;q
z^8k^hTa@@ys36=}7=rvpIA_B8YmqZ#?28?~pj_(#^uKYACzq754^5}ud66Pa$HkR>
zeE>hA36w)~fDAd6<B$R91kNuc!3T?9BGa(geb>Ul%q))hJ#Uiut^bP`(R}#a&Yqvd
z55@7JC}L#`p<Y+c!Bq6zegZFz5yEhUH<78^;U9pE)xkT@;&*z<WfRUsV~`3)*<}(=
zYKr9UQm9wVmcQc=d=fyG{PXfpPr&P2biQM^xL{Ta{q+W+O$#e*3A2jTvOpelmKXRE
z+J?Ck!R#EiW04*q1uw<xB{*-=O%XGDw-{x>&-4>vforoLg&nBgK|WT2SHwlHwZ9#d
zm7oH4J}+VV6`T6DkXe^-T>cgWvpMgK$K5iiTVM1@F3;uM&J(CIR;U90MLoNP(|8<_
z0z72}eUswJoSPFt_608R6=D;5UWarS3{|-;Ni&Y%F|>lXiTiXQ6A%1P099mupmi#&
zDpxK%A-3T2_PYjGq#R-Qw~(2|D`!<?M3ZlpbI5E#nh(x7Bi7fDIt_%_L=W9fp_n#C
zuBds|49|f((>38Bm&D59xX*(5_FqEH`ar<(iNgf!#Au-e8IF2aE?VR)EYB<}Jyqqt
zbBsZg9BrMzHz+<?W>m4aUKwl<tPlAyQtD@nNbn~&^0a4GpA~_KJ0{m1@`5Mt`kUrK
zDB^?!IZpZ4pL+n(LSEqfQOzmLp5`^h{7(?;ky#1KbZH0T13LtihH{R8GyJ@4P$ty5
zJuQa!Dsl&M3o`Usj#XY@L*ht=#4$T$BBa=WdPi@(IcnDwzrPKMtJ(clKuf43?k%M7
z)~>`o=TV8zZd>`W8GAEZheh2<Nj^F|Tr5Eah{y;^G<ev|pPNSDKcx#McqJ1^Ugs0Q
zuzluLLzni1bR$~!oICzj_k3QEfI*u#;GQ76J;5)q*?M_XGaGgM%c+pMzyD|}4I0;F
zu1s43s!d(%T&#IF``GHICooMSn4~oFs^nEEt&&2MMw7XYRZL1Bavpjf0K>!I?!J5(
zt9R{RvOa*`+~3IFncb7pcls|^v}J)_;K|yQ$9YVfsFz6ih?uYz(bzD2JYL2QHV?6<
zs<X>Ny+|MSlby6rL!VZ#%>tX@7UWIV7N$)|t#+H9YmLpx7M&K}7Vj2%>rk8Bb)UNI
zX4Z|Ye}Udr-Vxpz-)x^cFQZp->$#1+XLGn>p|!+INc&+fB%F$P)p&S#qA`3iJ~8t#
zICxTq8ddmK(a~Yi;WE+JSXxM0Xs<qA+5riBiTaX|e<7v9q}5aIYzKN#xXDyYqvbNQ
z*tm&Vh&>v6*3F#yPQs>RoMOLExMsBx+S%IKI<;@;Q6!@`4Tv=v!AJLSwMkfekZ=2+
z-T3(;<o2D4?z7uqdWW3eaA1tWX;NMEb=DYEMX_@SPU?oODYZngd!;PDfL<s(rLiif
zlxx&d;zsP0Y}N1;a^zd$NA#3lDEO((IPGBoeWQ2fUU0pkc6&JQsy&&%nZBdG$Fj>p
z*uMgnTLRb!VesKGF*oQs_&QiRc)T)}U(07YjEIeVriF0U25g<xr8a)zhlMsUHk&rw
z)^_VJ8+^^)7M~OUMqV1P)wB}vuEac>y(_#+yraDfza2i=JOe?BMuc(q;X8@v<E620
z_s)c{=?SCNIM5SEn$>^Nu>s_)@I?;4L484UrqQSIBh(9IMbi_0QDxJ0>vij{jV_Jf
zTVe|wY*tyY+s~1gZI_tyVgs&C`S1hiZm0s?zXOj5&ki1imzMrtwj1oI=`$XDf?0C~
zDkMN_o64EO-e8?XCXw4$v~JirL@)It^!hMb5=K#==9)WSlt&V()aL>nm61n6KVdwr
zKU=(|oxoW$ym)fA{<}VJ*ATlt@ORh#cCWsjq2{Y7jDN@n<YYNDoE|n36J=#NIDd?n
z#~sK=bE<eWfb1PP3@H3Pc-LQz0e*$We@0!Ab>BPg0+z&Y`0gzu70o(sJhyI-oJM`P
zg{pfxgqM7p@8+gzEqkyZR4#=zM(ucaZqBU4^*BDh=1*hzoSZl34?y^Fi?`0k_CO*L
zw!HLLesErAD>*bAIu0PaZyUO*Zk6;{yDZ!W?=t4tRys!e$5|$OKxfT5um0?le1?3F
z`Ir=01S7G$e^s#hlPGjhp(KMHWO`5VPM|mJcpS7&qSGV)8%Hy*{%5WmJwwYGzJG!H
z%=U0xaAPphE?BI<3gdnWBiB*&u)Uz&qOEKf%>S+=X*#`Un-4bLB8cBbD%IH}*BrRv
zaE+t!q424}UHM(|E$C$wIX??+-utsoL92=X_Q^)j(>Zqb49Wv6wP(8U&THJ++GkUT
zd=omVk3tuUX8#9$F#C@A3&J+Ixej*6Pxuan=a1GtM#GEVzJVL^j{mlCzmYyomA}Is
zzH<NO9o-ksOP{VAK(^m)4Fb>?YJ7^aC*Fp~7aY5fk_K724@(njnFhKl1ScJ$xdy4E
zk3F1no&+`>kj{Wp6KH1uuZ`ejfIk(AlLv$!fMWne6O_5f{f4hA5(4e0tRRe+(H9QR
zQUEo*CnNxP8pc7~XMe*ZW<WkY1a8X5!^4bpz>I}T3v=DyP7A8uLwJKtWCT-UgtH^+
z?LcN`gt03sTLIrR<eu^`w1;)7=M`-yT|;`TM{(b7Uc-W^L+sR7y8?HqgNv-gv?HtC
zLh&@Py9)HK2c1du<$x#OBgG9>;lL;FlYGNgJ1<;@ZcZ?%w|*#{tuQ*%W=rTD%-xfF
zz*uu;6W$%sR2s6bY&E)8ho3yYeRzEueXjmMsp1`;k2zW`t^dCI^BI6=tk)py(ftF<
zJ=J3<zNYXm3eSvuP4e5KJH}ha^Az<nCA*}I5sBP@Rku?7LLnmdpwe{!Z9{y6k5|pE
zR_!d=qa&x(b&mVu{lm-KpHB=>8M|0%4<}`G{<Yhd(L2lEr*+TfP1nfS>C^2)4|52p
zXr{^X9eOQCNf)kO5UYbkAI?39eeC{_?g{lRkkyZ;3GtmMcsIK+ZWhZeo;9t%AaUV|
zG`j!b`SwW>h^Law?boa~PAS+ejWH?zviND&tk#|Eoy$E4eKYt;?h*9Ny*-6^i~S=1
zVg5znpY)xtEu?Uc*`BaHq<;JB69w28f4BQ`{ej@0#c@aRf){^t@CnF0(tEUfqntqP
zS%!I<LG7L?%Oi4CDER=x4Wi$tUPB0d=B%i&q*6<-DC6^p<`d1WkXy8R9{*_m^85)z
zF21M`WUU}uu5w-OJPY<<@0Q5TlUpJ`U-qcq(aDWrRgYAnP|FZopL5RgXTJZJ72HTE
zWjRE~6D!-LG-UP#;wz3}Gl*tgj2&}HL998GqTnUATma56f;vJuF*|&jUZMF6kv8IN
zsxM}0XnHb8GnM+z==%?5#%Q&i@FVa;j5P_2fx0(m)<}>h4(xH=lHgdKa6|W-@Y{e@
z+E-+ENN8D~EwWnCTZMmF56+PJ+4ns5BJ+9liPnqUH~OJm?XB_yt}2mFk$zQtpDE(S
z&g%PJ+QyGf9;fJe$-|<%nQw!Y29Ww7zZJ{Bhw+A%Q&4qCfj@HShTJ=R>xTIg^t-?B
z_Q$sf_YTr0HuMhDCy@NkiYMC44fH3<toeHb=o;q1H?+C7iFiYSS2K3rrbFjbk-Nw{
z&%2EKNu5_Vmi-NfCQ1Bf;_{ujLll7k;l1;w@YB-Q{IprDTJp4`;`96`L&@o!(4!2V
z>jHecj9F*C+9MCY2!eW^Cqew2k|$%-9;fw@XUCu0jm9^|?$qv1hbLzA5j4mAj`i)H
zWG90B5jAIG@$Iq8zju6hfmP?Uy{kK?qV%4tXL@c~-q_s8+zOIG9nL?5E(AX$Cqy@7
zCxi)vz04zMq3`tWl0qqa7^cabR;=-U_)DxuL~23PVq6otH=X{d^$yI7uQ#0jfW7YC
z8u)m`Xic3h=AqeeB{W%pmuK*!UecP#I`kCo8xCY&!)=D4j{y?B|FSOW*-S?R!!7IC
z1Z16nEv?})Kj~U$5WG*TDz4!gzY2p|pI5`~ho}p<*0R_Ot<p5{UFyrET6)@Wbzstx
znpGqEwDn=LX}^lQ(uB1_CRzzaxih1Tti0YsuUo|BjQ3gB!>&7aNBFk%RgHKVlJ#%2
zs?n15_wL8(hru^9M=4;bcOmvd?;`ZcXrtF4)JKFr?{<}cxtBq^(AThSl40Dw^aX0T
zbNk8%#4^_+_px|mbi;FF^FrSRvMK=Lo#`6yg&=bvwQ_Jtkr$|?Y|x;aD_|Rh|E%_+
z_KaK5h|Kj*=hNm3Q%U<T=GSxXrz{vpu?cpzIjnvWN;H-i#pnx&Z=Jv&bwb1d0!$$S
z)ByrqA_C+B3XoVJ9Fu+cuwag`P*8~=5_2%;lMrQzK<6<(>9GPObt`ian|!<@0lKD8
zp0huAga9r<GYUVUGhm&398^I@=TQ7P6c0hWGZ625&<{ah%s(Ioh_EG(oAQ|8s{)is
z{q~qZ#QC^l{pMwUe-rdXwjEF%MwP6yCE}Yh49|@tN}5q6OBHF*;+@Hc6_F%Q<x#tH
z4$k0EB{Aet(HNbPhFv3mP+wCOoiUJnNvr#-?QuE-3*N8oAw+*W_iQKNRu<g%@zoJt
z>s^unJbw@rn|#6!eu?YCt3$=t!6%{sg<X3N6BIc`UV9cuaKYEmR%kithOaPpL|vft
zgYX8Sbtt;TpWYz<`ZMp)j}h&Z$nNQm5pKHncbUxI!W<#uX}zFx;{m&J?_rxtfPlfH
z>R1UW`JW-=q)E*IabH6OHQN1OAE`R+<{;lbWZ7RpLy%I^Wo~}fPv?K<RsW-_m@8n$
z>VTeTRzm#>byu2#_{QH9ROvo&OuO&aNSbAB0Hu{dyD!p6>g63y$`Vi7M%Myb)jovG
zM<n$q7RqYO{!B~L4|O|NpluB0Jkq;Fz9qgwM6++xAks>@R`c;cp8L~_h=*MJ5%eqW
zCDcetFdFV_0#$ZU^eZ_+k)!`jjAb;ktVAMnpsOAGx)0t30Q5mP5c35g91^!d{RYP#
zm~I8c?yGv?=Jt`_Q+i=v+T*MoGQZLAg>K%vTO+3U^}5jl^*U<-|M>AIkb3z;bf@@*
z>eK#2gx*v01c={b;*X;I_gWgUyIb<r0``e4z31i$+|@ILvOAD_WB!4deJE}NAncv~
z7eT`4_b1yx^!n8t$a_L+4{_RHc86N+*?XdI_d4J3Z~D96_<nHs`w;Glw?YAj<ZqNd
zV(8CmvnW5lCn!UY&SgT=*C_I(61*B;i=q)7O2>;<fVA+Qv(O*&;C9TjXDG~oeA`?<
z!PE~>*c3iOO&+sRPz$K=G&=7A#;K8&2dGZBjhs+C1~qlymeCkm8bUzlz~UMlx84Ox
zodBQREv2^*{Z$Mv1w9hqevsRXtoy(pTnRow9vcAJV~~|ShgTG_JxR(T1+L8e757x%
zy*(<qJ}NGyw4`lvQW_!v<Fanku%M8LcwkUSI3N(X8VKE&Uk}hYZa&AFObts|%~9hS
z+)Y<s5JNule3ec&;gGDXuwGD5Fe9t7O>e7YRvR~ch0#h=lyXRKp>bxbv9^Uw`{Few
zC)bEEx_<eBKD>@&|JJ8?U`HE4-ME?^?-hQuDzTI578+<<hY>16)39m~+}&35c@<6_
zK^;-ni7`~_UGl{8P-`q?I`4qzT$#ns7!_u&ppAi~rmT&DuSQZ!2{oL2cmWPeLrWLo
z%rUXBcu}{x*2d_9xY|6!zwFf6HY+Owk-V^WZjl)DRkvWKz15Zs7tBy1WS>kdb(u8L
zz@<t!0x3}q6HQ$K)BPi|7F>`@t-E|+h$nTXtI=G*U2bY3=UOk6M5U%sKC92|GHFXk
zT|JmNxg{jAzTH?BL5<Few*10nq`le}PF+DQamtX_#8<#jz)@3BRs|29yb_8LGAZP-
z0b>Be#U(*WU*sxzOJpuCz6Q+x?NQ(PQ<!bKZo8@`@(F9X0uvE`;1QqZ@>2hA-VS$s
zL$^z%ITX!kQ;GS5S~%mFB%xFbk61|&`C=(ZH`xUS!gHuBOZ^C`rlV{J6QA%ze!e+s
zL#?XLInSW1n{=k<03$Csn)`8km^C>Eo3{S}22!=kw-IXIg`QuFN(>eQon3)u_sUR?
zldh^w6fC*Cfub8oap8l-&q3gvZD?}>d(OoP1XZ+GKvoWmH-fGdIxtgNWKe;SHkwKi
zcWAzByFB-1fa!|*irOPu%iz{FSAuL9g`^lpg?fTX(jZVul9r)pNkL5=eSJzbIoT!8
zhe?EA`=zlU%A@S%NuJg-4?d$z!Bi8Fp>p82;9u+l6G?Ol9XTO!Zk*2zk+gDM<U&PV
zsH!oYfSk=wIYsQmHlCF%ByHtNA6SlXQD8j`?MgYL(CRcCF@|PX+CB*fnW~EFL4_^w
zPXOAwFBs&gIM^XZqTEnCD{zPkh08`5{E9UX-28JD+jdoPkdwrQyL^AkS7PwGR%Fm!
zt!N)Ub=6)xp*?WU{^yqu&b32gF#A_?5R8^pTVerS0?ze4lx6GrFU!_-1dFz_I~+#h
zl&H|)_V24j+o&k^&HF0$&9dTPx8#Pd;-L2rA>3;>GF+;5e8{Jc?%=oNiI31A$j_^V
z+ny*k{?jTp{+8mPu*63Hf5%@!ID}4QI6Ws(Y`X5QkV%OX#r*yKX>7Wvs=yR%UAJ(d
zeSq3~Sfn!FL#>MLj^c5l#Fu0F!~AdD1a*zbak5&`17oV%yLy6ql>B?!Zy;5zWxnIz
zXYrDRaug3_E|d*qMa5PuXuTm;L}j0rxiB_()6LWU-QEB!=Myf<-AjhTxlxQLBaG9{
z5jx#1=Jv?=8L)QT{*YlrdJ6^bufrDbD{TNkyeKiV?qkcGNZx!Zx|Q`frk?eL4YQ76
z;YI5!yTvI;?-0hicgSp$ujn7(=%w!ZT4?ps=C+uHf#`OG-Ja&DwHwbj@w$D>c(bt`
z&*oWDS<P;9C3x)LX318jbu3LhD?+KngS;0=O>L_Us&VJF;Kgsw@Wa6N4Gu>8_!6mO
z9_6fr;-@r-r&nh+8Q(lxi0zP2V>ORYgN?CQj*UbrxO7=-GRgS;2ibM=^Er_xg)>6Z
z;Z3(rS5jNE=UUTSs&(}i@leD{us@rpm!1~Ob8gE$eh1IQ3TZJ=E6;AD%3rV9B2P!`
zyDD7axX$gO6`2vT>%M7cWSJ6XHQ=33=~?3htktDWbQFzW=~>lwD7XpsVAV}#N#4X1
zL`O)dpnN!vA_f_~|AI{Dh0T*PuZG+bo<|gZIRsV}cx3<Vo)H5UEckRE+|-|tJn&Vu
z;PL}l{G##MKdf{+?MJjzp8}yX^{{YJF~e}!TewV}1XX<-oCLL=^Cmk~Jh$Z-KLeT%
zm^!WqSmxU+XAK=I0S=<6#XroxDmv%Yvw7{auo<2nX;ZI<5tWc=F4Sg=_162Co!*=0
z?Ky+ehQn#~C}7o96`43{D$1^0HDf(Cb9Iy2_+)el5!4&tgAt)gwm7QlD$4w2_HkpU
zlQ~%OTaCM-MznVLm1g%QT-4~<&!|RlXRhg!-$TbhhE+cQ?*jU7lc|@N4<~}Vg1L}`
zmemS(bf6cwtKH){tpW{T1aLug`pEPDNvs@q5wnn@#-O%;;{oqq%o}{H`@`V{sx=Sk
zU=OY}=o2-9`i48i-X0?aS``%iqzk*dS9_EyXFzS42ogEeD88zk1`YP~0j>fW@?t;1
zI{Vym>3RlDt&eem88%;oL4cC7V8v@K0AL$wh8xJE*M@*8k9FPitK4~}ea;0TXZXYH
zF20&-tWULk)bF?kJzEHJ$N(nZCM)laInIIH((zZj@w^96rb6}<=+3f%)MP+Za^S&J
zl;uF{ye;MwSzsk>K+|oxN2U&evnRQ32^*^zSpG|NCcJ7J$a@F(73DX+hIU#fmt>a=
za2M~{X^uR?{ClX<7g!djdf-42Gg$sc!WU_`S4)$sLghX|?nUJrW{d+pxktDL)M)_l
zqU?=-hhQNjPv<i7%?f>8^cL5^QJpzyRQWGy3y!P8J7m`?+o|d~I;@h{@JpOvO8Cb#
zEkX!UDvy&-G&8{129cHxYOaCX#WjWQGi1yKq^Cvm+C#?lSvk;c#bn-z@=)|L{);Gr
zF=j&_Wm>n!wnNgI$uWMu0{bThC2vagn4CR9c&vs$HTf><fv38-oUWO)A`Up~nsi@F
zzR^6?l)FS0s&$hHaXyR6YElQ0GAB(<oMG!DbHmLE@F;W59_3jB10-mR??G^gQ=^O0
zL$r*%9F!wTa$s5AiD`=?+YVnpKpjfmVflod4!^z<WMOG=;q+6jYkO3Ox>)Bf#l{}U
zYf_&71(?)bk{?T&WIiy<?G3)O@Ws~dUA_fcCT&P|i{aJCs@$r!R^FE9R`8dZHJjU%
zw@7-bZkFOawR~`Ghu4!t;-TzmxCK|;;G0k-ALirG<*VR<dyaX`_GQ}R`-EoKVHNh5
zhb>Dx^Mb<Fm^5W@?{OZ3kA-foXIHgW3al4k);C|`J|~M_y6hkSWV#&-?5nM6g9G$n
zTTXq!i)Y~Y76P*|@-*o}(3gR==t6AU{tRxafhP_J-frDNSpr=wt{#Nw@$G~E@l9A|
z!XhAuy1NHc?*)d;f<i=f0qSQ-jZ;y(|0N5G>5Qms`@g73zwqDM>J3S6Jk+^-r+ne%
z0xaOwLNtbQ9!&-HAce(3qye~*>X`9&gYxq4nUhqO<JZQo3_U}OiO_(r5-<O&DmI`P
zKav5D9|_?@-REb1F7`XY(_F{j$xfzI^?#ine}MC~y_B9r8T`=1O8<p}Mz0|X5fO&Y
zWiv!E<S=B~!|dY^6b4-fwGP=?r?@KYqZrDD{p#3pvizB}{*yaZb=8-(#nw?`)t}NA
zH`i7)M1rpG-uv4z%SAiZlG?1(P%G}xo7|;0II7fZ>*1XG=v`{H{hC}XXFyj{_$3&j
zpU@~WvEITkg{=<@3lA4v_kj%@{kQrSFmji-Cx@$}*GKNh;_zavB%qtaTC3-vGCz(?
zK`}NHAaCU-I{(E;N4|<Z$41GBvbp#0)2RAFeN%5Ixyj`D5+Ivft{M1fcKSNwJ>!}~
zRsH3IN7S<OY`(avWbqYDGPIZ`bQ!OX8CH#&`1kNo8S?Z(c{JMgJC$V|DL?N>`k!hZ
zabG<mb2h**;!&x!1_r22cpDsET~)mtf-rWeutXgVA1{W`;IKX*cAiY6YPfT~BTRfA
zc0c8=W&gUsO_{@tXJl6yvuuRt=q^0`AR_lidJGnaski=zeT_{Emt(npu70F`Ug7ku
z@4isjb?7<l+AO`B`s(n(VpM7-XMD0Tix&kk0|HD2%&dn5e6q1|qO`v$OZ(k&m5q@u
zC1q5wtB@4|enC>jr;IxQPZTUWrh7f#`s++IJ-*_xDTg2LP`04BK!5tl>QlU-J-P*s
zef#IGI$KN*$KBiH^HMLZXZLwt_z@x&u+~cP-SxTa!Y9(AE!konL?98;FwivmX6oIj
z(oSb=0U60uOh6|1m)cZTl1W5kDXZ=$MO#aRDh(xJKuJ+=1XFR1K(SkVbYMtoCX3go
zcs+~Kyy3)z?byW3fHTR+uaH%Sl#)@_zCA$(_&yfV!jh39956CJuxDFUlf|9)rg=I!
zbQFcPT?5=HM@{wjiq}SLH7NkUR>lf@^yO|foBo+9cMsBL<GPEE$Z9=mi9vZ|o7?h!
zK@cl^{F$9DM?EWjF@j9&(*<POAt%d-0+!C&I~&bKI3edq$+Eg-=CCpe%`4a?yCJ5w
zk+1x%AxYopFC+|`d3#Ejy)+~|0*sx&Cv%M8U{?sqiA0L$h~vq?*4AYb3N|vfAzaHD
z4c4)A0X*zv*K;8r@l7R#1;1xuW6!xMTWs&n+I!=AEbjX_)}pCKHH;}2!j(e~Qb7V<
zLX}r$N22jGE$p%q2RjvIUlh0vn^+o}Z~)_$v27m(^67mF7r*R-giB}i=J!TlU}nMk
zLP`6~>vHxC*=Zu3c}M6|eGvFY4SvdR1$!lfA9DzJ&3w*&oZo)M3(*S@M9U`IDszBm
zqv-<TQT@<Rf_>+sx3zceheuPKJFOp?vQ2PyuvJtZ4y+g}!4RUYbO?!X1tTB9a7JY-
z^AXObR%JewKHU_wI(#c=Rj4O$OJ5;S=YG~cyHS!Q1C}tXfmn?e@e`y{87uk$FjIB*
z6R?v1v&SXO$o0y$D!=dc?vV7)kqK<x$GLQUhVwA}pR`;-M$ma&Otplx<=s{Kaef|q
zM49|tQ3}c}$2)y>rJmtKu!r$qO^Zq}^~W&KxcGr4$D-e$gN>6WVF>VGP#998+Wyom
z@wCUJN0d{G6P^I>d2tTQW04DQ%2TCxa?00YHnED@++1qwYorEN=JNr8ojNCjB~9&0
zMu4UmKk0C;G0PFS7$|iQl+O_=4ns$<$}xK;8g1cb9rEzMJRJ}o*&1>ipX0tQY~+4b
zW{k${-tU90Yp+~dE|Ez!#*y_}kC4Xm$CBIS)!1JGn{mOGC;agO;ZGsJlA`knoR}gK
zi@pV~lzccUHfw|;H(p~&=P<|S($ZDBsFzSI?fq*OZ`LhW<nn6v>8$G^w|w!B(Vr(u
z!|nQxJ2MnDmBLul^XbUt9KOjnMVH`NrrqM7R`r+1*(G`}zGl!M0Z@ehl7sNKiZLwe
zOnS*>MZfuyH=K`w&s15MF3Yt33b3<P8RZi03A0-Iq*-NS^Ewbc75#(R@@bQ6lIxq+
zh1Q0T3IDJ1w=#Ee)&co)Vn($x)=X%{s`)CYv?AI4{e_!NfxDNVh6LITilO_=mtr5(
zW4NDFiQd#N6ho#A%~p~=>&3_)YM53sc?zR}Jm5A<77dj=f-@sBB{n6Vd9Sf*5O4}q
zB$@~SN{Fck7><BAsMy_L$o0xyUj<6h=(@3k0jbPrEPHUL3zh&GS=E%xK+y9sMiBI;
zQmSdu%q_F|%yWv46s@jo)pwJHysU~3hCiKjZis(=yFdJU2z=v#K$QnE>9Ycj4;SyZ
z%#@QV7s67jjn*yC1#WTA&fC>_;)H+)e+4XQBwq0Rj8Qa#l$vm7Z{a1P-K=<E?ic%O
zCCsO*@wMa0f#Xr`sQ!VkY>5}%>1idCJP5Jk;h~|sp_rjqMA=^a$=X<46FeL5u(7O_
z%?+YDFew(^MzOPO)L1M<xHNlG6U=SeFH=Y&+{;iY&%Qr!;FAiFyQf^%7%EagLSDCR
z_fdHF*@{BNXk~<N6n#TNUL0GslVjo!HLBtrBqVfn|D3)!IGMs^+uG1S8%ksF2I2U2
zjo`t=4)`mE2fpL+pZe^HP_^Qrv@EkIUJ3u%D(&&4GK$mA9<pMi@v(H*?ti;;zA`2&
ze)@&6q%0QlwRDMUzxofcW7jJsE<*hm@m3yBZj0xOEv}!cJ(Mx<P{HTd_?@@e`|JG&
zlYNG>ul9I*Hj=Ri7zmayk+*Q`$O9>22DN*Nmm-(Ai`rJgcQ<{lfp7-Whx35@w=_uJ
zq1huN_Z@P+F<hhZ`&L0&X>;eG?Kl){+eUhqr>j$iG<h`v-NkigAuTfshY9L2S0xLQ
zqW`}1<q3Ov^5vuu<^2X`*EDk_tO%mRhW5rP)fO0N%O@)i!cmxJ*p88puBW%X`Ol@@
zWg(oz>r&Yboi#U|`m(hqiJ`O^@5n8`c!TxcgOpn&HYAHKajtpo77wnt`1DuH+jT7F
zv^!P@*w`x51!7MMomw92cKw;(sT<ON!;rBtkuf(G=h%zv%xlBq35kV6#c_w|-^$Nw
zuTQU1cGk8Vq;;(KtAK9ltQU9fns!n7hiB;(BV%38@>iN9oWceSle6aB>lxAbV7$}h
zM0gtCxA9Q$F?wq>m}N#KS&xe{56zfBj9cncS%h;MyT&gk{I5s?9VZZx5?#c@<mGF$
zgdOS;_5EYQ084NCQXgGNlkiUzuq=%wh}8{;dkb4>@=?qPddqMAk1kEwkcy@|^1L=H
z=l9LYFrQl;<yMZDV^tFl2n7hH`Xr`pkE6v$R^sK{6oV8L(()R})X$k`qk%%zdnkYk
zE$2i+@n}edCK51tzWWFxfqPP0{@j1Ue%xx%gqi61;v`b_8L&b?+4a#2*Lv3rfmwPZ
zB+Js7$2>6#*#N8=ahKcm^Ahe1^oHhQPVdzk%L+ADmTa8uQJd6B$-3$b&xfpqdWIJI
zr{Q=8WKP>c+NyIhESM&eB}&jGPtgPjG}kzqxN)YjJc{~dcT7CnJDoD_TJGP7v`?Z8
zPq^uASbp>sjE0+w(JRoyAJo~<ipk~Wkj*H&id*cL%TPFoXwyLS5)-QQuH=lGW2)=s
zp1*R{+LVhG$&wqmJyEqPH!A?8oD;2P+K+$5{=K3*d<C&9T7VL|!$`Q!rB=9sd*5;Z
zLz+sV!VpYjI!>BwRZTgWsan!&RT4W^`#{@B6j_Zq*|rGh-yr&ogg$F_vvip0E!>;K
z&LzgZv@{o^cJ1(6(Foyie|xcfcPS|*#dj~MT>s+L)N5es<>TXb`ew`rm&mXvV}r#B
z%5|a8_y#cEzIw<(dm2?Pj6<qZ^wanC8M`ICXmW>cC+9_uFY}y7#{A0Urxwv1JQQdU
ztUR7d0ptaZ;-3H&H;le)+kNy?#wc`MtsIvoI4_Q(!AqUL1gWZ67IsWra7+>e(!joD
zA&_ZOPaXx6;WY#v^z)wKd}40?cdXSZfM!?um0CYIFT$J;*u+~XV|um=)(j>tkTinC
zDz2oP`Liku5#J8tKYt0r+A!;sDoG0V4_37qVm@&G4DTHF(Q&OGW!rSbIiVe;%CAUw
zxOBS3c`~ctuXWV0W_D+~fF>5&3CHj$%ey>Rbiqc3b0UC~#^h$>U+^HK@}GYs$uo`Z
z{Ywu_ouWUtw&QPeW&-T=c<$_NU6lA+d!DL#k2YN|JL75Trmyt+dT1;v>%Q&Hy$x)!
zflw_hTKpL9sz&^t!cW)98FWPSrwNd6Dn5!dhNwoGMv<THkILj*%9im*LLwl#AB%Fk
zrEW^XV92yMl@QD}M$&Vql9&ve%>?FCHrmaG7x3byW$JV|BLmuP?38G<xM_^Wy69A7
zo=Fbkf@&h3dUYsUtoKx!G!I%`{z7X7Q<>jsoHR}q1bu|O$G)m8z10zH<KCLV!!Xxn
z&4ob<%L=%;iGa-boE!)UIS7Mqd&TR>hMq4TYy+u?t-0B+<?CqO<40XR(Y8+I_Bx+?
zrR;yryt8)q3=%-Y>|-u9-DZEtWVYCBHkJEyJv!ii9J+FBy`Q;O#W{2Ca;DXiZ$6P$
zp6R6FVw*FFiq^Sx;^(IyfK2cEfbTNw;!25BnMO7RlLm)!8?JJKyYYUkAKDTIvtyJ4
zh2sdg199f1Ak}26wB59+bMdlKtE6)tmV9yzDIX(r*!r+wXUlk^!%a%N<_!5owG?7B
zLg@82?q;d|UBJ09ai2+?0c7cM@?Rk9ZT%O92ZebPJlnlZ)K)Qg{M9D($Ta2GcFpIJ
z2ffjVUDKw$rMstiaYbKp#&an{&eS_&!$XT6;=-C(DrXio(-#-M0%cy#;u6$(IdteH
z!^ZCX&yateDJ0?KX3deNhuhb@1<0HT&4iR(=p`0)Cw1E?#gbzO9AO=1lcLD|2Ru7l
zIEhlYk+=5=D3-b{0-88H4Y`NvN7DXPhDO;ePn>(?+wC&vUJJrH<1Y>{mnOf;Njliz
zaUGS4m0n`-#1emQJZiSiKqK5HDQGv@U;l{j%rv{6#U<e(Z}cqp2|nWQboxdT`8so~
zJ=10u$`<j?dv=me@17*0-x0}z#1O*>J7bpTql?K->Typ-OWKDb<6^J)`OI=qjV$u;
z&+zXg`KpS=-AWw=)-Z!LH96DRkmtBGL&d<@pE~t-h&jPP>V_h1whZeY;#{{rZSQFO
zo%T#S{@Uv<$=;@D{1#c3Y8Y*V2)1eO*%!9RjnGTI&`L9a4u_P4vH&ni*Df?eKHO-A
z<<?3Tdr=LnCZQsk#)J)I)!mJi!QiM|0a@uvE{-am5+zb0;-G;9Y^4iw8^~RM$@7GS
zp%sws2@^^#-j0PAxVdI*3U^Ec9v<VQzhYc%G8A(--Tv*9u-$!8UoNlszgx(ubPd_Y
zl5LB|@niMD^hf>O*95WAD0vjXHz*Lc;E`KWl;-4_Ri5%p4|!l(-2T#C6#Hp9*ZArB
zNwC21U426O9dHiFJ<QjJI;==AE^g#h8*D2e)1Y)<#2S<~HA+a1StD~w8#kA2SV$Xl
zL4lA_Ni!`msvj>?l2)EGE_h7#_ot^#*=K}&Eq}Q8p6dRaLmYAHm4MYU*&xN2Oq@y5
zhCl)8Ak;!5!#b79IQL+hCaROcwL90a<RznH3Dqf&Y%$0}V<()?s0c2>EVd_o3Qn`D
z8ylE?8Q%MQj8}yQ<8(9dRl+RuSr_^Urg^GwhOn?}{vK)g2~$dz9+EzidBbMIbj_?_
zFD?_g0OGai(rHJ|yV)A6TLUBKoz1tJDx1vNBNaV4bvXrRN=q>|x;J^n$0w=Eb!NfU
zhy^RDTBuOhQ=$)8NG!qWA6WplLH{M-4RSs@wR*7-$Td3)2sh7{+rtaFtJsS(&CaIf
z#9xv4K(eolnQ;Uo9nFlvkgyrYi*_zjqO{5@+{&~`F%2sAaJw%fT+D8kqi!{jkhL|F
zPS_A6lckevqvb2M6LF(*l^vGd1@udwMvTM!BQZ7JD?q?v)&L><ygQGENPc?+aO`&D
zpxyIpDiB0mU1L8Brys88chpJgt*BAn<BW?@9s6XgpJ3QEtShXGO*iG;#mB4Cim(qa
zSgYWWog+34pd!biT1IvVyBTGan>A(?>wMkc3%@6sdE!HiL97fgE;@Hh8Zh`9x-k^5
z*K3;Bt!>5lwf(ahqO6KuKoZU_jT^{nq$KB}U~JHW^*kp%y@y~=LiMfcIknby_<?&C
zp6L<1+U7sY9@$K$ymj`qJp1$7yGf(k!S-vp?RT=9FU+6_#oMbrnqT$)dVX*(i7<Q4
z@RJ{^*59|{?gsa@CWcTeZ1s{9+8O}p9hqLtj5n;#6tBC}M3^m`21ckAK-4?l=TvVm
zl~X?7@fa^m+OG>;B~0`tbtk)=b#udeK=U1sJhk_C+Znu!D}IXSDNUt+e7xgwmOqiy
zO@5BY*A2xz<{Y<D2J~sVyUov9j9(hk+}PS78rAcR<CuK*B)pRD3``VX@d?SQ61!(s
zVH{Q@K}9&IB}9#(W%vU^{^m@k^HRDeyMg?7!=qyCtCTLfi+r&M@B{C<)T8Kz9_<HH
z1q4shTjI+~l3VJJ{`>?C&Pp(Gi5;P?WG0S&h_RPO61(KX9qM<1@m-R4g7Mo_uR3dA
z^#>x?m%=LbyQ8}PAojm}+7pkFN5o+W1EAyL6P$FZUQJ1GqyS=fod>q{*xDn!gkIH$
zddHhqDL&DbU7B~E^%I|Q*OacT$o}fh_k`4r0lEa&$*<-;Z}}OM%p;kGpZ?LSb$54-
z^XkS1$19x@*=%i-Tef1;i>h>$#p`a%QPZ{I=a==Do<z&isVwg1iJjumZ6_(+7Voe!
zEFP1Gs`SK?rI|SPr>YE|PRo;``edC_X?zGB18C_GhdGcEVbUqTn<jZ?1JjlMs*$Qi
zjoYodmS25Lvdb=7(>ATXq*R<--nLVXGx1|6XB*^Ym7ThO-=ms2Db>#_j&vPNqAxt~
zABq-4&&-*7_><KAqSfw@cC#?<<U65Dl$-CxAHko^A$-oe##131CocuDe;rAcj^u`8
z@_Q=EwWYq@JYVEZ(i?==i@W~bZY~vGgkFp;JyLc!(tiDY$SUXw8N)XZLf6JvA0@e%
zUzBUKzIM-HoL(DU+fX-j&LcgMEVEFp(J^l=<n5FZTWPzhxQcmM(O7Rk*Wf%~x1qOn
z%3m__IF5oTzENQ|)1{EfvtlkYod~8P!f5W1KT~5h_$W$G#-Qp@k<Ha*&3Dv}?DSNX
z&Ef4imPsU+smj_u$YFo+e!PV#Zsp%<yxp#)Px9q++~RINnRtpUWwr?EUXUG>%@8cn
zWS!x2@;Gj*$e1`^-6)N+v#7?nDa&A7<g09%kc}>xu4stuw7E#aYDKE<@N&9X(`7AJ
z)fYm0=F6{Wu?+eC?=qF<RW%uG?)r)p+iahAPqjq>!>oD~a+!Nb&ThvO)Xz3aU$&I)
zh>uM9V+$=6R_`otLzC;aig9Mk3Uk>;YAbr*(}?qbn(VijDlE{=*?g6z!%tR~SBI;=
z;a)898qLXy0~4n2BPu`TbQMDs7~tgzfy&EWMBwS177s&el9ayxYSmkM63LWjvRJz<
z!QWFdC=ID{9D6lbjmjSTm8eG(G9aXLnOr8E_ob-FH@8zwlcdYDnF8q+kv%OxWa?ds
zx24Mp^q+eFi1f8E{O_O)rvFoEIt#=9DovNM4P-zJe$5(~{D)*f5F#QZ0VPR_{;gnv
zAaF$}N;Se{+<$HLB~P@BEU~+0cM?5nppi|rEkpBF7g%LsXj7V8?9iqmc_p+e3!yNj
zOkSG&rS}pIB}86x>QK<LaE*AxX|!LuiAT=eSQ>~;_k<gCs~Ug(l+5d$+I;w7Iz|6n
zL_QK&pdX=`dfv=vCnHDm)F4y5<-<OWQ|g}emH}74<^;;_D9@51mSFRg9FWziQuj4n
zO+--rb1e?sAVuwqeHlxB!*R+;j~+oZheg6eT3?FUq(cc}Bj_m)O(p0l2L+KWP)06K
zFNp3>GY*vG?pTiTmslS9uK;)4o$^OYEYAaNZTB{}_tw;WB*)e;x3Q3Yq<#nZECX=u
z`8)&|E@aY-zK8%F!R)_EkR|OKUw87?{fW$G+nOK7cYnIVE0*ouOsuH_%^v=M+Qz{D
z4@>iZtxf;`mSOV0YtxzjAKG-L|1)hm)BmPT|Nlvbi4Fk^I|2LugzWeqs1U9HiBiJO
zOz^)DJ^nXd$Nz<8{r_)y9sdu}I@ABDXq}0Pk^O(-bue?V{4Xe?Yi|fIWzp5w^meD)
z?Ks2)c_HMKZ5bdTWJp>>O=u|4^W`8@U=0Z(Nd_QLB#{USihuGVA~Xc*LZH!LqQmfP
z)&vWJ5j-gnf~0l3zNW6idq798p5D8+uReMWKd)Jot|wFJPP3d&u4-XO@$}PV(Ff$o
z9OO3mUPpWdKZRjU*`l1mGb2i}E2JIWyz#-%P9-wXPxqavVXPx6FX6+7juc-nr(q!~
z$iZeOXtFskqDPtRdEF=z!jBJGoP4g!o~Yh(An_C@H#OY15O;QepiszU0l(K9hgM-F
zV2I&k_labvs!ur2_zD+nkj-9OOXDw4l=EOBfro^%+lSCjWHOllzHkb{hDBOrNlYL#
z@h#dvOFVRZO9f!Yds(Norc<6Sp?Z3Aww0E*TvO!ao*seHF8o}HKZID~0m7fJJ&ioi
z%f2b0#&A1!gDNQX&ayym(d10A?{wsX(!YMHV>vwYfzQqYpFt}Tid98PT<NNo(R{;K
z;@F`rG<o?UT=%%oV!!1St>D?yC_1kNzD#vX!YGykDVv^ewrwYApd*kehZG)RrfJ+~
zAXCfuZorseRZF3Zi{@GuBnu3b)F&CCj0eU5mEN3`K)slM<R5(HXAn;$ZwBVBZX@P4
zbonKD@C3lm*NnXh8WXYa7~{_m&oy#_oe~-Xp8jP1Eh$#uxzIFyUob#`rCA^y(C?{~
z=bV>x0ktzT_zflA)oD-wbo&=67&bH!#0TQ77+9V|nx5Orwr(|!RgEsnks6Z@R(FvX
zYyJz#{4?bp)13?4I^F1$lwW<*KNfHnoeB7&J3QxH3YYH4m*5X1=wv?=p8ywwUB-WO
z&tjaAjxP)B3Sl%L-KexK*@)CSx#p#min~W#Ry4#Y&+}byHN3*KZ*oU=A__QXwJ0NY
zP^f=5m0sc^>!r%eu}{M;>F?+#zWcScilRMSNS^~c_|~+p5-)Mz^zt`F`y6NarW1_>
zz(bchw>;Ut1`<Ck{tjwik}}w#fK>s$?SO7ZpI?n=UUS-B2V{U^eUfd9bBbZ111Wbq
z^>it)Rtj%DR=M<H?vPHjfh0B|h1^RsUAt-E+kJ-JMw7NvD!wh~uSGT>N1ziv6k0BI
zLz~*yb3Dy3M=&9SCK#hn%UBtJ&*)vqZgJXo6)|?|i=)S%J<6M$+QlrC)bdiFk}sJc
zzmL74JU_WFvVR?^2ye|Sa`T>#KAIJ3sIJisH{2=;qlx&(u3*g7CwUZvV2-_K&D!{c
ze9w)Tj=yK^`h5V39kz7kY+E`j1s3sLp*)9jKzPTrQe)i@V@^=XJ;FP^d9Q&do)b{Z
z9i46b@U!37b5z@?pKcP{wQadIsegM(yaQeBx<7A<e;EN@6bfjDT4)DqDyV*#s%S8I
zKRkxoDqMBxXIri}FOOk=RASvPW+b&L>LC>EB9rK8Rjghvq-xyRUddrjzUB`PxA|si
zg?Z+n&!C(~)=s;a`a)Vk0PdqgI<Rl%-Z0f5I^?Q>`1y!cR(Ln{h`gyC`9JswR8KZZ
zkhwJzaZW)MfSMXS!mZV2e_m%0xIvBv8&GGr*mj`rRcij;nN7gqZlQ01v2+j(@35zH
zYzydRqaw=%mwwitGmaT6ls;Y$@{0(o?PKD$5gp%9P3rQ?su3>M5}E&g>X1h?{Ms?}
zcgzbRT`DbluIMl4%-WK~XUJFSPDANVfnUo$MQUKY^BZU1gd#$w!cPP)Eb&J(zEt%5
zFF$eGsl>#j@FY1MWHOLo-%aqGiH;LGgxvY^P8@E%Wh62=c0oKFCT!@J|Dk%8UzhPI
z;FGu!{J+S%tC&idFH!VJ<L)kv(^%8EJ2dWYjk`PSjWjMBY24kN4Kz;U?(XjH4)^Q-
z%-l0)&PmQZo#f^w^-xKzR8{J2CAHS?%(lcLyPXqHcV}5ErgEqw?wm(W@Uz`BGXbrU
zs)zR>@lYi1qzTEM2cC6D)rF~H3^4e|#mP@jrP{?v6}=nS?RBDI7Lb~+6OP%BH$}*v
zsdce7*|kx*#}Zx3qN!-fZa+b$mOl<7i`V4A(q#P=3DMV)m>nj$hP2zmGxdE~T>Ir2
z!uvvS7#<KiHAKgP!a~w!6;q*g6Gsm3WjAFun`sM`9+`31BX{LbX3Yt%^x4-_p=!R9
z!);`&me_^HXx%Kq%Nx|2J^>1Fq>!Ya&Y@yo)Q#xXJE1Hfchl8fR$l-L>oXqne~8gA
z3)Tw^+IYpID$#<%M6l^1Oxuce1De}FHpogro`T|iw|eyl6rqoi{aS=m_(vXUQOvns
z{jg~k>-olNHk0#$WGXg7MV{IR5N<gN&wYvOt4jO6)9$9Wf9{Z+$e7id=Uq~un<E@l
z`wUfR-!i%OrFCzglD+|sm5a<^skMt#a<3?GBD8dN<0W@SsfO8TCM_KpZ+qX8ZF(b4
z?(UL%)l%7p+6GQS+ut9qwWtotcBFy@!xJo)AcS_t1KI_juWNVHbi9wT$`0BXNloM!
z(4pE`fOm;I**5L8uu)ePMrxpjiV_|_5Vv2Sr;b1sS4Z<jtrv$Y#mysuX3pGG2(3^v
zXZtunypR7eg|OwJ>cE*7&b93~vVJAB26U_c4u|nR^(>L<+HAw#x96Yr+EyOPGlVbR
z65b@wK$WwYWP?!?>uC|vVde>oDoLAt9=y_%*x!J)hd+*cs$%W4=?||Yi4PqIye#d;
zS!#jI{s8r?8x66TsO0^6J`q2tw|O_Y3YRg>JK3s~7Xz~Pv@v<e%+g_2W01|v-1E>&
zmybc*?Xu6=vUh{K1M(x^GZ{|_t-(7<rPF&8VY@3Z*fqHWt@&Ah7DMaDl7#yX+_e~x
zeR#}fveh*E_#Sc=#Y-gWU>U~18d<E$6%R$+s{kH~Nn8Ot$mMPCmS-6Ax3VEy;QUra
zUBR-HLEFNvK<rqLzJvb-d_@51ynl#@`_M>+E6Q!!z`!K*uLU;xapXcgr3b=gxDihE
zi}MY_=Dg9Kw0wniKBq7)wn<u)g^|}vo@KV)1y_b!%;0wu5eJEAPAy`8KOSKZ<BjAT
zg*;GMd_wFDajxxc^4@y{?XH~V0DtN?At<I#rnbDyCvyaxtLg!s*<BkJinVAZ!rkd7
z(xevou!uvONG1NE@sN!3MZ+Cc>N;`hq7H@EQT9|V%${eeWHNA$4&xB0p4mK}7lAfw
zNU;}gn~63{9-y1jI@vwiwr1i1f{)md;Kr6~Qq2kdUz03E%{(G3ttH=y&Y#5?MGYpb
z>W42vmC39$odJ(Q*<%NEa@_}JsYD+HD5tl75MCXh++=7cv7D1QIbLPUNYT=x;;w%P
zq0yIRp&T7u3UJ2^A7CuMxE2pPp($$)0!5&n<-R?4djMk|Rij__P&3*?rYP>Qab!zg
z`~=DwT=*63%?u2x&Li(io-r5k{WCNy9+V=wKg)Ej(p*H{xFEP`;z!@q6W!sMGV^5Q
zmBqpPMQ5aQh}a|h!3dVLR6i`=4T`Yho_^0dxnASm7)80z-du%H)U7DaruBQB(9;x@
zN~k%_#oOx`wD>7_(bKpqsGa(i=Tt?o7`iISkmzEoW!x05`)fzgu9yHowV9JMiqOZB
zAt!n|^(D<9f~JhM>cx9U@$S?rWw;%!^dJ&rpQ{Rd$-y*MIOv2nMSSY!_r%yAUyeI+
zpmj}<@`NG*W#>4Sf2es}C=9%NrGtIAyqT2EJ&C%dP7~?6w%rwg9&%~ojg(D~7u+NK
znpgVgP!uMK!h6=ZkYdp+;0dWFfd-Ob8crXf={KT3;)r|8LLEp$D`^UtRCyaapsA08
zuNtktIfHTtks?f_eV{}A8JIy-#q?+84<2cYs;IbfK+ro*4T%;EfbK-E9J}D76)NWh
z3LzUWpy7|}rnKIJ$F*^$mLcT4#*g(29qPBkh9B=izWx*Wf1v%bnxy89fI{?7t1S=5
z(`;z-{P6e&OyJ^mzVnT<{5_08ZV=*e0@QD4lmK1U2RL>ED3dimrkt2l-A$yAbEJ)P
zq|OUn@_&w{dbeM5tD(j0Sj00tjbyp+dl38Qs_L|5{VmlHihwiAQ*vl6Ti;N<O_iqt
z=5wxrIHPf~7m>*rtJ=N-j+*e_{&(vx$=;H`4xhtfoPY>zfi6xN_@a>?CJty`n{(i(
z5&tK4v$PS`P;~*-w~03av7;pX;X3Xi|8YEB*q#fYhne;m*|rzjm-4&ssh_J8dR`;?
zQ&cVUs1s>qyv&45Xq;2Qw*p_qkcyvmRCj+iXE}W!mE^{caXgM(6~Uzo+=2+*5dA!2
z^jO+n7=Wm+@&UIT!w*r;FBzRSc=3ZuKJ;66kmdaEKUxRS^rXm6Yjf`x!4q>29`f(J
z&x6Fu&-RIYRNaE}<rbj2bJ(XgRofyW)6?V$x;+<BaE8jL{2)qni3Q3L>8;Xts?--L
z-R?LR(ww+&f4gveb3kmE6{$*<p}aGgReH&=m4xa$sV=nuDwZ9fp6IXixlFoX->#xG
z;+2jEuiq36%QCj=2@wf3jZ=7#My@uKIB(4j1|!8XREsdX@Eyw24MYgh5!VMBgz3=_
zx<NEwTkj5=l+zoh4j*_-xh$WtOU(Jnnt;UWb;yuO<ogKSjrbLXz$kMIoe-JA%Fkrj
z>he-5Ki8q3>MeW|iBNMasCJ+GSlFjkB-cO|<R@?m@I-aTv~y4VYMC$XCyzMSRRyr$
z94eB$n)nW8%Y`}}-^#}G!xIY6tHq9+pW@e3w1M}@*<@5L?@Twc_l&_Z<i9U(Aexg-
z{13oG-w{?@xrSfxJPqc39+ms$a5vwORkNTI3?L^g62XaUn-xaAGtL5mgkH}6%5&G=
zpU-Hcc!^HvrYt4&>%Fi|f>aCEb^C%K@johMzoxZp@lVOGC<r26P=sC!w?S_>Lmos`
zrBH&3q%CPsW?(l@RnfdjWv!lJj)h&_W3Ilg`Rg@sy@Wr5Xa2~}{!))6TajiJE}2iX
z)j=c2F`;Sh(x1(iqVR~IGVJ|hFX&RzsmON>?Kn?l5&yLKz%mrXG>c<MZqb3_l~CMy
zC`OMsH7JW0FHw=lz8j9w6eA;S7R^m8y#A<3ei$i^7fY`(bdU&n{@P|8wHVFs&F6;c
zmE$!#w4L+y3i<kq9dTi$3$I!@qdAb*&>gLOF;J^kwIA7m7@f;Vkw4p_MQFw~(^YKc
z6Jy7B{eiWnHe{d)@*QzAn{)5@Ae!tCzs%CAT>)Q{l;sOnY$I27_cJBVm86hOxjBvB
z5Zpbb7Q&^o<0+EiNsS3PuZTH!qUQ^N-c|y+Y+UWiviXp6w+NGPHo{4os`{5|DB6P2
z&t%q{pK3DLD<gOzr)pM0o_RB_?o}Ahl)v=(X59byFw@$ToU6_P9;zMiI6osx{cXQt
z<}x*_V#MAsd!mA5N4TFZ=~UwK{jz;l1In#(DKH_hMfs2mbI(>gw9fj5Jd&iy`<Jy#
zDfk#qUW7Xv6$V8DsOUs!ab<jX=8;jjc2I+zx%J-c&j#Q(epWeTO?%zb;}4K5tz{<3
zS85!Ypg;~_iveUs`3zovl}L}P$<{j6rP1c#d!pounUsl(;R=xBM7;FXU=(7z<X>nj
zs0iI8?s3Y7on(Bo(Sc4!9sp)npyX+6L+)Z|K1Yi;zVKnrJ#dpFmc})P@J9Mh`oP!%
zcph_wab4>O_tZB#KN**T6-hkWQzW>E;6&gc9=azI{M{w=DIe1Xg!zZDgo^{*q4%Mk
zT*0v>c#x%kyvY$3R=;O9RHiVX?Rf+M{=ngfo|FrxPZDk0EW<aqjvU}N2^<gZkbIqe
z17UZz+aLRl%0v6Q%;bFGva@Wma`aCR3Hq5PZWNcJL1Dvy>1!r#i<u^$R$yKdnWW7a
ztF4XNnmA_evZQbOxiy=~BBqXZ5o}B8lh{7KZsxOiamt9c@4g;QdwmX|o7m#I5fx0_
z7&^H5=8M*uEi|fmnfOZIp+QuRW20KHt&`fQ)vD<ux{{M<<6x!RpjfZi;Ag|EtcZ-x
z6)wuE&reQ@6BAzC$G0u!r1HxAKAUQ=Aw<6^_lJi8{H*m>iBgfPk?vM-M`M%KFsNgl
zY1}^c+<3QB6vGazKgw<l;Vfrbo1bvcXBy$0=3M5SX&kx_u}imWwJSdJSrJ@OY|OSR
zwo`9Ja*qUNv@iNb0!!aSUcmQwr|D<aJjkIj`BjvQ7{~A)>>j<`%e*bz)5JjHHxe$M
zbH`DngDrDUB~MGwnah;RsLNAFi{9cm3}u}JLp5Qwz><DtBV`XMAn~0xn0XA*cwj&w
zDs%ZuQ=(gC^Sp!I=JI4iG<f2Di+4a@u_?>B(ye*bkVb{@_lz}eZ(3cgEn#{-dq)_P
z3B#hvDZxF|3NpySY-JJcl<_5yYk$mBYCX01a%&X<gm+^FU^e`NC$@w31ysE~acR-u
zv}}6DX-CT5q1LMCqvE5m0uSn}v|I3<Q9#0kG|s_ipb7Ws`&O$`fqT*ix6O7H&rQjE
z2s!z9AhUyO$v?R~Xx(sM6WzG4g;epI4%BJ3HlL7IW!bVU+1St7%GAR-nSYgT3$|lf
zX<S_YeO3cBdFg80a38);KZ`nR%RCjlhkBuUF@0&jpSwr72i?oS(Sx|0gSbzl&7&<X
z+rX4Cgcooi3%-5P9ZAo2Lc$4kLR!l<1GTr3O=}RX=+06tmT_@?o`(GVw9d$Ki%sDC
z@<dfgzji~v(P7nweyDz^aJhfBqu5!l+bwe3`(ob#*)wcguD+tmhCE-$pzHDt!gdg0
zdpE>3Sso{(35RQNDJj|I!;yqH<SAHvV}@6d$R&z`x3lJ1bx^tO`;<u27YQfOJ0f4}
z_Gw*wsW>fPR#dOg8<t_l<7=;nIIVm3qMI?F<#Ak*xRhu#E*TTQ_s!I6K2~(J&@q3S
zkL&7GM*fnxloUh{M3i^^#gw2p99uZ51I+p>>r>t=94YU$21v!DenH^W&-Er(2sLNn
z{l)C;eaVORf@M|6)o-Q!Dm0n+-0|`(u$mOGx49q4LbB@l75Fd#7e_>bU*~gv{?uB0
z+G4U0b(+6K3r5=n>i!|xS9oI@@k#Pva*(wHQ#|n7QfMsUT>=_MJfNkXSl^L^dUCBm
z&>`NwbGZIgI%P@4W4|^|XOgT=ezfCk8fpj_KsT0>SeAQKt%J@vc!DvW*@5(c<_g`w
zjC9vg>ra1l4FS_Q1?$jdBaq3na8v5<u7kE(s{&E5We(72>zajj{apQ|J2g&niN379
zYzjnv_<jM^Wvnk&2s@*5=A~0E4;v4kpVlOz7hG<s#`2#gpS~@g>(?jXPMO>?3iRQs
z5S$e?-$J}eeiTvHXPg&#Sh2jxlv@hCq1p(E*&KR3hY9+_#1uNYvg}RM?iQdOnLI}|
z&Y(UgM9+9GOJ~pE)!ZQ5BCSbnOlsb8>`h7YN+6Z`Umux&DF{~+FE3587qO)m!DSDo
znNe#=RG4IM0Ts<4r%C@-r4|tJm}E?o_n20^W$^|%6|r`?ntzQSpMfzq60AVIp~j=!
zA2_aCA;=dxRKy+bUX<gETuRC0(c+H$5yu$8VS-i{s^v2O^F7Z&o84x}Sc|b0%hwIV
zW^8+jB+U9u%V$1-dQyb9m$yzK%=tzOZ$8m2a6x~(1x%GRs-pGfL}af%uCUgXlgxl8
z@Xnm8MzDhAMCxFZ40Q&>J9F<FEztzcr1End6Q{#8_>P!#V&zY^{q(@L9;Xa|Dhq2O
zQqv28g@fz5F)Zb547Ckfag(HPU>nONuz4L2?IB8h2G!|{w9)5rbMZv_4!vQck-~BX
z1PBTJLAw@v{VLQQlg5&^_bRo@H}Hhui>XW*vj>K92NRfcPQBK*m~&~E1FTNj`O-2+
zZP^B**s#XN&GEqHJTn<)(HsM*%|-ERe>t?rs5MGKoNO?)Z7EOYO4C}~7$ArX*YHq+
zUmQU1e(bfH%Lj_%PvF8}2}3as<<YjqGd#ia#CQ18v88cUDX7fCUYw%p)s$5obAZ7=
zona){pO0RemR{Hf6SL1WCUxh;FWE-dF@toQ-uJMNWL&*Sd!Nn#QtV@{)qSP##pw+9
zi=5f^xX}>L1p^QazYO<MIDIEZhwCHTR=i5)rY-CBdX7d7>)8(D{^E;0(CcK1NIOae
z=F3~4&vd2H8&vBo7Py5zE7q@{$S68#$wkUMNjtZ|P3zmIy1@kxW>~H>zEk_oryUmA
zPXTXvTdGs7i&BQn(b&c^e(a|{nFplW-?PhVeP%H38%(qp;Z*CESu%AeOYbhCkS#Ml
zSmJRH5Fp=Sdx?A-(rZE)d87~s5{Qbj{M<=&m3jo}O@5%a1EuWC+X_1Ij%|)0THVDx
z?>TWaJRgAe)IXm%xoTZR_AOr@1gz>+!rcgyQrTm%c|sdxb78CAJrC9r67Y@Ej&gXL
z+(_ThlU8u;sy-UGSDjZc%n)4;?a%D9?d#lVyJRkYS(g;NEAkv^%k*HAO3fc*J+&8q
zK?6Y=*Rf9Gn<8_5i(2nTktExZTu)>|@3O^vNd->agLejbQR{%GU-^a=YO=*m?ipTw
z!yC0Ou?#|@)%ex6pQ7{iN7s-oNxRDg)om<VnIzY)Jd(aUWY=zR{~%_sG*_K5Uj~sy
zwf7(N;}!KFb5V|dmlcqOxE^H76KykvO$oS+^-J?L*WY2;$xt@S;0i8He>WG{`MLFt
zD7A|wb+kT3kcNwcZLq?D^DB|H1_n)93RAE;I}WE2UU(kZG0d@6yNz)jXGJ_H3|l!b
zwXmwskR6Xnyxx-DSiHhhLM`H<_oc`vEieDjv_GXbPtUf#KxdlqjPZ;qAc<TSC>v3j
zOx-iR;v7glLc!QVP^KPXwXI=VrYio+h$D@VlT~x|^FF~C2v@RxN@Wxe+^27xltO=w
z?b3S&;LrA7^<*R)aEYrfyb)|8Q=gP=6Ph^iy8YH}Oz?w1Jlzs(mSgsHEZ4&llI)MF
z7oy!J@QGY71x>_V0C{O01R!sph>x>-*lzd2oY>?FTR4>W9vQ@r^n%Q$Gr)7e*Y@V`
zOkJPUJ)H6`(4t5pr1VrY=tXi%C(V^Qa&J#v*F)oaNqch*O*Ojbboly`(mwjW4<R6j
zHkW>=(O$aV|2q0QzG~qsYcVFU?|YN;6xh7LZwipq9fjVvcS(K%J+<#i-q?%;CILpE
z`xnAI$SwyMM<3@O6&SyEd=q39oDDq`vtkusKIatNj=3?eRU)ghNK>v?AQNG@jRO$8
z*>;$9SlLqtE;zx}jC9&n8>hX*%rtzgYFbmpCJ}H?X$`{B5*l8MMV~3&(fLEshaIaz
zTYm@9r4XvZ2dm(7h`_EV*ba7+U@Kr?ODoStrKuuyr=}azC2g1BG!%JebT6y$Su2vz
z1@NlS$`p*x2Dhki9V<vD$k8Xr2+)D1OKI=&kdNiLl*o={-%5l~ast@HU}w-XHbSNx
zTjIXaM@mk9CzQyyLS7SJN`QVcn;nzrC5c%~3;nL+uf>ZoRSzHMifLRLRS=IMYetnB
zLg!7ieRvjD07jQEL(U9*j6RHM>V%lmmwc6245Y44*od+8C0mO*{QKW)^#{*5(ugID
zz%ZGlZ%qWLRJ||M)rYiqM0JkEql{_)1O>~Yf7G_uE;P%qC7qq7PWkO<*jn|p%`I=c
zh;9MNw1zj){R^{Q{=*?~7oChE{t^Evkk8>!ZV%az!XtL6o9mY8^^tj((q6GW`Myh+
zOerZxzYnvXL8m)evo=&m_Hn}j0kR?K5>2an=tDNik+}Jte)m@B4LS*3%?9B^76>(N
zea%=jF1K)jby$|9^wDXF(BRdb$h76yKuug}gm6;EwDrA#`qeX)IwO?2iMipE#y?X4
z!r$&2K1N(P9E@8~z##eNUQEaS&Q)4|M4Pyz%g>Bcb_k6+*?*7yK$^<cu2g(<xI&mq
z`txa|HHrFb=H7?qH_4|@CuBqTx^r0+wP8|=i1&25L!>6<i#xU)K0hms6zhr?XHE$k
zlPXOn>h5fzeWC>>41TcGIXA|s*Ca2}G^VzX8W<%`V=i78$o>#&VhVU0^$nl~Ox$}i
z1)LS`og%Lc+=HP{$@zLw!IY<TFL5L$10OS(iwN$&-g*^k{q)TdE@};z98Nb*>$U#4
z*RGxN-GA``{gaLS&|OSFWok@pA6qxNsIxm2xEFl!2M!7vlYtc%-5Ude!-6K+V3x&X
zTiTZh;8=&zMt5G-9skw`TQ+%iaeO?1efA$Y@#FC8;>fU;_}Lj7p|sKCZ+;pvFjKA?
z8z)#=l(?t&2o+s>f&m<Af?Z#-!C*QwgfXp*YlKiOqInGgqh!SuENzQ<WgV!K-j>;#
zpen{h15*L5hY=u@tjfd+TY}=@n0KAQplpF6H$`?kr6T?yY!~fd@mY_0mLnyRh+%D<
zEjH0ue@#02n6Gi=q9^YlO%07Jd9#^o<o;M51!XshyRNEDe9dHRe;0_5vxE#AUumMV
zD%*jCEYj*wbSKJqhSJ-7WhC7!Ino@1fWWDaI4&?EgAiwF&t2`VtzNNNK-UdyxXeZ%
zFkm>(wzS69+(L^~<55`URC|95@ADL05AQ=w#7c+t`l~*S(dUW2??LsoJ)#<Eed`a*
z{cXRO)xC3)og&Kx4@Whl03S+E`xl|Jax6Tg4@9i%MCfGIn2b~}kcer_?e%0>{q1#Z
z82en2MB%}15*l$rY8LLkqiJ7X5}0&{qCZJh+}f)he`4>Nm#+nNym!^9_DRK8XE&KB
zuC?S_YQMQGvxS;@b5gweICzgZfOW46!)mYVH;EOX_Hb_+Z^4rBKv}>g!%QGIO@iRu
zxRG&>QL=OboiAkX2K;Sg>6P&}x{Uk7mkf-fI-1r$2Ip9DgmIc0u_&1{e?}uFcPDSd
zPU|b22{W`Yei7#(I@MNlX3h0M7Pb*4V<uBr;Ysai+duE<dAud-0@XY1UPNAytLBm7
z*(7d5Qugkh+<ELjnVwN?WMr1u>e0IP7~=MPx%sRZ<BY00oi}_}vd*&y4)yFE9Fo0(
z*NoNJ!ovKr5Sy76{JvxcnaPUs3@5%g;!AsK+gqB=Tsd?#i?0mX8E?Axu9=R$-2SRo
zh|i<H6UN^RRGksn3+q4P_@X3frlUvQ5Ot<1EeOrV^{tV;{8#h7rb^nKI=8@C5vyf%
z9BguS$dOVQNJ2suj(c<&Yv(p0$%qA<d^gSneyBg_DiBY|vvf={YY6EMF%@NEXP;5d
z%D~YW;|168nq+7=6X*8Rk95PsWMLrA!sBo9^EO1E1*&rprSQ;!0q#0lUd}qW38+YG
zykEfphI@Jjr1tG{YM9K_jYUcqqCw&fOgY^LI<c>?A%kBST#_k>_jE^wyN7o(_n9@n
zwX{(zsVYlbL(tXy8Y3-9GneA-PKY4EKn+Wzc3VdM+l52M+RqNfqoj1})Atn-tEL^H
zf-QxG{H@-TX~zQwn<gaFb4HHUJ3ob<HRdVD2OAsi(xQ;~&vw729f$u3ojsXyjQJ;Y
zIguj+HFc&S#OHm&s%e3maJ;E8#Ajjl5+%0r_q1cS-}fG1wN%erm2A&jb;TBBY;))A
z<)0586toucp1|tLt<M}B{Mgf|%7mo%XjYz&cb1R+|7^Se&$ckBY=t3GYBt<F6&cpn
zp7&;mg?@T_lq||mB{t;%SNX)4fXDpAVTb2XwJe~(mx*TP#F+NF;Q^8TT9v)#4?Okr
zid^S{=X~QI$HK6aB$jCPQA?K6zMwT(6v=Fbdm~Pfj>Zeo_d6P!V73M2JA-i@>X$j{
zY$uo2<^HkEbd1dHKo=3IuEG9kdX=gAh(VM_nfZ2#Z%_s4>6a1F8t5|jNBCBJ8%`CK
zWhRBe)S*l7VSqpGxZGH&rY{0@pfjY~mo^iYm1yjG%|$^g?I97t=n8Dc=B%@xK|Z^5
zKFJkMw^QSC%jg!wm458lWIIK-wwe1~esyqBA%&v2MjZ}L<J_+{TOZ;bmh^H$QfEW%
z0ePA+RV<v&g6~tZiGZGw#_mD$#@eP>>X&6nDTR7agj_v}e5t82PNVPG8~~VpQFAA)
zOi9&BE8`fm{#iwObzZ>EcK4(a_ne^H>|*zs)5p{>9cO2t${=K)wJ{+n(RPi2fJsNv
zoZT=<X-J`*hstYEK4R5W?}o{iNg;2F+eM;Q%3wGwWb||$aYZi{hsCV^5MRBNL>9HK
zeU?A}iJu%Y3@SvuE_bMQ-<fTJ*u0U=WYiLzdh|6t&Bz>DHkSI&w!;;8wpNQVL_(`6
zm=WcR{!6^cE<syBt{^mf5CAU%ZF3!tmwUk3e2W`blaRf0YPO(XT4W6x%cn?xi)rPC
z)a9z$Nj^(^B)Lm?WI-1^ydu+YHWu+@@t#rYdBW!TEE`yyO<Z;T7UoJDtKVVyCE5%;
zuzW_OsPI5+o@N$9l1ytA4F-4zu~ojBil+g0Hn%h_Ntx5(qzdc`wvNQuxKI_{i`0=7
zNEvUQDw1J~EN(kZtAgiT%nA&RYFv4=LNaWAd@!&-B#%Mw>An4HK*z(CH5(gG--H(Y
z>PUpT^Pp2ORM3d~(rI$Oi~?Xe3jSP`eK%1WebRQ4Fi*;d$6R|sY$MF_OS*cJ5%ZS1
z(n1hhq*zOLxv!#v8Yp$0t_Mf|PcCoWRy@P%4(t2GZ4)4fz%C`|<0_vgoe;FZTBIs=
zEIy#mrbpKDUZD0R-)_|OE_LqiOG6QiXJt;}XiSWoT|xhBvVGwa{to5xS(#(zpGO4O
zAeg%OyvP$c{FLZ4ah>lcM>zXGFe<2tj(C4Q_s2S6S9;vJ$oIJk<!jm;E3$oEfiyQ6
z(?Ztmy0<RY1MADyHquxUN$y;JDd0OY(vhAhH!zXFYX97?m@jClE3<Nh|JENS0aoJ#
z`Bi34`eNw!A}(+avLfG@&FshpYEUeFO&X!8Jy@c-XXfkSyC!B*e$kP`R1|JBa^(^b
z(LID-mKG{;FnyOeNcERnTY}&W6bLy%y><t%XAj}sti4)Pf*LhbjN=3i{nn`U3|rrS
zj>?x(yLDv>hJ70<&7#Ab!fpxNXN^yqk@Uu!KF<eMpd$UK)FzsbL@}dW8nfkH8^|)Q
zt`#^YG8y=+547LGXyeF^c-p@Ve)TfwGTbY!7q+Y8R9z`Mn;Q=cF|J>XSP&FY$hKu?
zeNG8v=JzzpW*B#?wt=}X#4w1%mUo)XM6j%l-8Z7e6SZJCqF)wfQG!u#8m|>!mNXQu
zg1%+T?2G2;8tGcDQ@Ae0pvo9TTp~F&`ree)UXk^+Lt&%NVTtGIO#pFAkUu(Rmj}RW
zz;I~Pp?Wl+=wiuK&s`bA*?U)h-`1%7A}=0}v5m_rmJlA=x8se~p6;73D4Ja$RM1)B
zm*<!NQIXAA(GRslZxUZSQ=f7+7CMH+NL;t5jcu35W#l$eFHI+<g2su~%A3*H<E=R5
z;~M>5P+6a(ee{#Y1Dtw-Q0BS@T3Z!OZ&)d1SQ{YQ<ZAj=@0NyUbHW>0yIpIDXL#P(
z_R+U^yMYwK^Vn{0c~gaop&h9+n}^#_BEe*>{C}EWePB1edf46BKl2sDNw39|v>5G0
z1zF9NL^D^U^@{<KXNKu|x54YIwKh8`DeuLt_k0@-et%M{-k`=k3Ja<ZT4n0P9q<m}
zZBZ-G6*V-@CO4kSeG2gb=P(Z}7aGPLcPUcEhr8arUJ>?FqVl8?pF^~V(%N?M+eAQX
z7l04{{Dj#HfJ*w~Giubn*3k0J+JW!P2G7DtxAq-FC)I+%*6eQ;2yH82=TlZ8b3&9#
ze&PJhL5P_W6Hvv@iV{+#1Dmam3x+k4d<oI??0pR-<(fbrJ^aSS>rqdDNO*$l7laQO
z8dw@w>c;TmsaZNLh2^eni6GTb2y48A$z0%#ImVV`4=iZ;YDJ@$Z6G*)O+&%=q?@O|
z189~6e%VY_wa;XhTw9FMeU~xFiXY;A?f<FmtUgraBS^gNJF>l(p1U?*C6EVh3P-*p
z>P8uA_tC*+*BU1+r9|G(CxZ00Bx|=2c6iaZ^=*e~<kg{MYVys0?jlI)06oJ#ppwj4
zs$GUn3Y_{ltv=_!RS0at&a-XW1MU4c6Hjw@-JxF{u37FEUf+761|35Qh_Q+GSHACT
z>4;uNT^23*g5R19EvbG#3C*%oQDBxGUQFE^9U8lK{^{*0)@hxqr7S%u&FP)bpAaMZ
z9cBJIil)c4-WUS`^z-T)iKop%qlu_gs1c!(@(&0%qthEvzxx&*lijseAL@mNy#pcw
z9{mtgcU!_y3V;-2)$?mN->7>*0O!;FPu-#nV#5Ts)`?%mD)}oReFwXO<F8r_xcxfK
ze(9;+pVgxRvX09(RHMJ6(%B3{1>O!m&YQ<#sB?X5`9)2=lD=p{v=DjFNUp1P^SJn&
zYnMKX6nP^ZhGI3-*w2}*K}3=gR%tIUec(ZrDI?c?3{^X2>q>Qxvw}Ec<&Ohn<U~Ro
zfFjp}LAtcsI%qG)^vlDNY_^JWLxuCVrM9uE&w*LT+VwB(9)sWdp8JtVevjZ!oi!T4
z49lTXze(L6k`H`W_^x}ei^=rC1&UMhTnSdxpIHlIGWoza`@_Xqwksu1L9>YhK9U7B
z`|2O&K=y}f4ZO|u!MKlVTf`#4Atzp&!8|Rgq@(l$o0=Sm9$L(Z2Ryf*cR`!p{OnYd
zonGy+{hu9pVZAlHebaq%i)-Xoql$lF&S91+i!IjG88E7*x%C7^Bb=q#m~9v=Vy!wK
z0}<qziOui$8i({^StRXNodh#j$kwe7qp%O25aV7SCri{GSZrn*W{(ZmP%GX^Dqp!8
z;k-Q+e%6)w84?X;JzV~LUBV+Zphfaq>>=8n(Dd<)U%tlU2cSPi60PyC1A=CH*bvbr
zNVD=|4mK{$2|3Us1=@1Rw+P~oni{)rSVCk8?!7$Yb#C4w4$9sWLb*!IH59L|7rO42
zc+ebF+UBLMpsHI|H+s@%wbOGw_2)wWiN>rSi{Mfs8`Smm<QbRlOLu18I(LY3xf1Vt
zDR~Ft7~%mS$SO@A;+?NW`&QK2Gc=2Nt=A=D;}B37E-ktu@T|=y7!2SXjKU+h{t(>;
zY|Cpa21g`+EH{&#RC<!B3+Y^S)MdHTtt-y);TUR0_k_@|8@|gP*%oX=|AFiJMNL-n
ztf&l#O?$xTThM&XjBv<#)Q@l|dA?8uP&VUwt6zb-7K}XT1jUDLTDQfzxPB-{psCvE
zm3Wr_0?~JrZp-(r%yPToTqwPcMWAWgbShpksed#?D5?QTRRJD-<qcY^Et#dBg$zk~
zp1((hWY%L!8*J48B<dfJ;Cs&S@GB>~ogJ)G`gj_7*JU4UJcYDxOWMX4`s`JS`i&me
zCKu_3YW!Z$RK)^?$!jjs#zZel+H3`$+X+KYeG-MoKamf5OUH+vcAQlrY4=sW;LL~*
z7aFLE@~FuO)GEhYIlpE-mOaK_k*#$A{-6_99k&U{tO=Ang39E58XfZ9=@f-^1&^KW
z4Li0OD5oq<R)0|GO{-K$ju&>&?HOg1`ui|fe@ec^1&PzfF}8#YDit3eknNCdZzMf$
zwuD!p;HW<&o9zBc#4i7s>(h!-_jktVzluK1U0z$pwM)OpUFSN6yJNYn{(9|Hzba=z
zKH(I_p$76Nuy&-kjsip-5)|t+Do{+(&KJih>Sp^2qT){8dVQ(TsM5Fo9oa75s&Un9
zmtohkxYGao2p=ySeWB>B5XhY5ow%D|z<B4XkOin^hqNm!q3_UwahAS_41OO+pni&X
zVb-`Eq^EaM7#yl}a+4hIE#0v(U}qI#v9Jc&tgm^Uf+GvjIu|=`cF0(g{P-LfTkDU9
zn`D#Y4Xr0?O_pC(Qp(sC1e>X77qnAUox$y%0C}5s&tR}?9Z)82CR*XQoYS&PvceZ;
zeZ=E7XAfjsk9|C8IY;ALgmDUs(zpH$Op7VI@mD9WaSA;h=RKQ?E^+59C$FbI($BKa
zG<Yj6H`ScUYvETk+ycPN@n3pA1`5hmF2+{5ST<>Cs;+wsBQmFpTo=R&qdz;SRS`#I
z?A@0Ks+%GJT7wCB#MDL#4S;4I&ADLJac3vY;<R4v$D#~V=l9;W-#H28`V7A-9o~a7
zhE!!T3NM+0`<&^soImJ;O;{gerFnL8_5-N<;v-}WScXz9J-8C@8JNE?ORzOAs?KyS
zu0yw^Zi;_>7DC41`rp;3{C6p0j{lh=RvNJm`ii}Fz;N!|f}c0<-hyuA$h(<`X8i)m
z+PwTHB?uqy9e7iNOZa`$k+k_>x~RQghBxOz;|7%kSp^{yY``dW=#&t#3j;s27P37;
zYYu<6Z=Xq`P)W#M`UT>7YiVf-2h}3ir;YM<46$AX<oIaK8`IjCLZnbaY+6tyvbh;=
zkm6;A1qEs}Vc=(3^S;dz>N~JTj|jVAM_GWf=;78WlB81KS45ec%TCL|{CIrXJ%)Q9
zvsJ>=tRAncD~0|tfgzAZ;XR1u9W9+s`ysz5#HdKWO<y`9pZWMzRBLWMhGqWQ+9|tM
z)shnDoPlfklV+2Uk;u>g4OIN?{}xot_P;{KZ2tu+X8Z3!#ccl{g^Jn9bvd}%n0dI_
z*|_z|**MABxc@Um%>JL;VtsOszb^5ASi|~%^<eIA{}}=1`sYRegZ|Yg=lP$?hyIsx
zA-4Y?@V;#Sh4*Fq@AAIixH&ogQ@Id3Cnx)V;eGWI<{pH6$ARZJ{A{*RKW(GgdMGGz
zHlgz9!g5kxP$OW6>0<qVrkSTTn=&tDnVBag6)}aG*K28LXy~LeS)c1x*^$l282KKo
zr;2>#F#K@XxVZRudHdl#!Sf*a(EPCKG9hrVYGICv4zX&4ONY*tJIc9r7eGr2dzcQL
zbILr#&<LX-c!J=l2<Z<QaZ{vl$?DDj$v?m~*$i-$!he{t2l=%Ck(|9e$8&mCf9qmh
za)D3D%TXkNX~NSmzqs@aMwA=p=D}-RK=_p}D9CB27&JCiM+jNu4SlF>LL0?UbsB$z
zA-v3qX?>JJAJ4ecB8dZu97XAMPNtf{WwaVQvjG{z1pCzk;xk|FUU<@ry+gt)-y^>8
zs{q-ObyChow9Cic^gBb`IUDHz^?j8&lp#pJFZelTA5~PpvGFroAHFfS*zn6|25`0a
z|4JxcO@@L~6ACcPqn33xCLvZ94CQDe_Ma5t60xyXjS%X_Z%LBB)GUeaL>4H0!~XJ{
zhBuOWi7fBFG>BRuO$jb<b$rO9$VUM|i3~E2Ogg5^6-WyZHEE#amm2)cs2SRg<Z9QP
z^hqqJf_+}^m{OxY?(XCV{gv!d3uw9O*DaQo#4CD>z1#hijvquCMgwMdNe2mt#SHg)
z<}tDtu*Ca<C(ehU9d=KiCR*Q+!ggg9^u+!S^)v3+0!v@~IhFc2bHM`rm$VT0$UE((
zgP<2KUeDks<|~hX;xfbuvV^#a72rI>gYU2Jd-gBi_ijpTP!rEt{@1A?Iww{~CFM#(
ziZa@4@-(g_#u$1XR!d#x<yV&9e%}}HN@&To{26at((o$z?lRE?N>62-@0GYjV(GBF
zzw6iw^(3zdX)+5pwG8=6`#`yt#TZ|?UPxGWjRz#-LS7YgqR#rsiq_T$SfM@5dhoEv
zzh%^XNW9wo<$amDCH4Qs`x^Y^eeXwlKV(|;#kG$0iktuPzF+>u`_5OWun6;l8WjBd
z?Y@ZI6yIYZ#7w@$C>cg`I8_7(VrD!iw%~Z<e*2CbB)Z_;Om3znWw)@jfZ2#HSjd`;
z5oGtM;`KZ5x5NIxX{U-`alu;B$ek7KsrVxN-5$eV-j@~4$OW9?V*!6Rm5t8$JZlg#
zAG8(JA!=c~5q5{$;&{hoD>u3z5u6#xgP7ieTDkB)cwZsqg~x?|=Y8#{_N#XntLd;H
z6Kgk%cKzXoP8F0anO(dH7|~y{<bV6goCU`WVZLO`7u*TbxRKD8e4AC)$omnuC^r61
zi#6ty2-B;>vsWq=e1ZOwd`Kydl(`qAv!<_4R_@}boA?E;(2bwwf#IxJx3HT9VPjKA
zccG>AaHF4+4AC*zcm*fIP?G{4yQiuby`&?}cr_8Z`vfBSfxAjm^;6Sz6!^TZrjXZ$
z{I>D?^RzRMMRG@Ph6O9j*U1ziUSM0#0gq`IWj%!}t!qICORFh4(Ynav>>S>l1QuDL
zeL#cw!gZp!qA>cH4bxdIIR_c9>RX_KTG<MDIG}|wKBLF%P08!R@w|y8>ok{b3jJ70
zk4S+Rpk%0cwjeFkIX{>6?5FgmH=H6~=XyZa6*vsdE`%kntnYI?knT!+QisqTXbtzh
z$cJPP%QYtdos>s2_93;tp-vIprh!U7I{_f{5d;wxCMvDTq|h!$@>;X04N~@Fx!~=@
zGasOnCcKD`MlSyv?=VFok1$o3ei5tlP21n4UU6>etWIJvF-@3^i;X{*UV!@Ut1QKf
z;f$cK>_sXPy`%Ngg3hVD2AVew?lG`Fqbuq-8|1`LpyK{~YFp!ysn3b0da#aPTp8ZD
z70qfY_}TVZ5QBE8=-h33>F0rcffUz~2Oiz|y+B^&Ovg{lGlB5uA+1wUp0yj)zIKlS
zL&DE*+lYe&Pt`QYg(qu|p_AGZ6l5G2=9YFwpPnZ0JZZ02C>r@;KX-@bB77@(P4j=T
zoUR6K4<ps|5peAfWeD#INztF9*YBVX0)@{$;nYf!L>YDoz0U2cb9KpI=vs8r?c&`e
z??gKDl!yu*<;M)Y<|Mwu_vH|O&*y-zL~HIqL*EEIWbalD8i0SmpnGT)Rc*dz*uo6B
z9%BHLoB*^>k9<ykG-4r$I*76`lc+@5$-)1V{e>ond7^n>?$>y}(1{}S-H3cEI+(cw
z41a$AsT@M{Rpya|Ab;dXRU_&CG1@TxT$-iLj=SYqz%M*EjXaGqEMKQ)1}^O8>>3gb
zqQiHXdNjO2y%RISKxdo>^Iz4Pw6B>A|I&TYQu`%i%~DY5L+F(%+F|?nVQ~p&jH0rj
zV3xV@k0OG{n>w2nDw@;{4OxmJGNg9}n1xQSI~V#XSd-G>u!-Vx{?uf>Mp44KKONe<
zV7gczRVbE_+@yKR0n^|`f?|TJJA7Zk)h_-1%Huq{v#BF>EjtV0Hw&QRhPRgObd#8|
z%6zQ20mV+#$}z5tr=hVUrhUq9`*AU)`92GPszPvhv|FOIrVRoEf)7IRN$;rlERHJ4
zY{wqqb6JhHk;lR`?}@j*H`22{^}>Ke^**cH5d>|Y%}pxNREyWRy0y^$myK&u{4YT3
zn#h*xEWbSC3%(1Nsgr$aw?n|Mi-?=Hy^DleUxn86L!P{i6~(KDd#}3pfRp`>-;xfd
zF7e^xv3r*9ZNM4Oa`@XOZ#BI4O+%wY`;?m|@+0l@Z{k@3mXGjx9>3MF`D{bh)nd{-
zy*I({RHIy{Fp=&M{3U`B!*Onhz&!c0JKxFF>z|ef?Kk>rM54{pz{%`k$|ja6<Kb|?
zk)9tDkf82Ke^PfMsKHgkD`#HHV9mxDZMRP8g|C+uGmBP$Uy(h?6t8ViI-9l~w?_H0
zWOI%&Y%Xw1z04=F3JrU~v^^haGmIlaiYx7Ae9^1Yma1SkedHV0DKUK~_s+B`?H!(T
zpC7(1&9f}*8}vGY(Ud&@23dv`mhAQuYLA_kJb5|N*>DJYPtG;7e+cslW6Jnvn0&EB
zJAY5eG6Vg(MO};&hcA=_RF$6Mr7P!k{CDaO_y{dJ%b>nt?5X(<QF<q(Y29Y-d>iR|
z!en4s;1>MZ*ijH=l?7@Q&=K4&eBCbZxnq8>e*pM$rt*xS$vkiv<u__yY?EaiGjhO8
zKg*o#>_Xmt8jNXH@`lzCcI^#IY33{R$s3^+^DSQSQQMC|^ix#2g#D`pw$X1a&h7x4
zi+JA80?Ol<h69}irB0^tQ~!hZh5ZlOcfhgwFYWtnNS{*pS#HWZ{^B`cTM_0g+2`<-
z;}h<dH62duiyw)11o1?w?$JV$&0pFVNU($-;H-l~7F2~fki!6~1V_92G6ynaiXHKv
z37h<-eS^bvsQyL!rmNV?y+?R%EH_s9EGVPO0OLr)UG#II=f+4JGhvt?Tnr+e8eR5d
z{3hJ`T*M)Jd_CnWB0Xs=UsG&lE8-FUgZ2eo+niChR8wlff1d61-wezIu(5IxLj@=-
zM{Lr#?Kc&N7D(5{=yn*ss0#WJQn*~0Tt6A7yl1{)KBXl+V-7pTblK{hbZl!!v1u~l
zOw{(WeSPDDr|q2)P*iPo#-nCWnuy7>LhBUurf)RF{!9A`XMptn6YabDNe3I-Dl=zL
z2}+SjPD#{VyWm4q3knN9wHr<!t^Ried}0X6WvmeqBO5;?8c}2Sj)I|^m{NA$1%-))
zsLxM@Fg&+=9H{OAo*x^cp4l}c(jG{c@N}3;ou5z1E68pCu3~n7=))D9P(be31aSme
z1*yAk2o1^J6g=Tftw!8RoiYTGwG-UB%trqJq+QZ=NqQ>HPQ8vxKM}Wh98L3}j(I^C
zSyqmYduw)n)JKODfA23<+SO2KO5ap$itm5_)Q_lS7_*8zD_PIvO#5-J(6N^J+Tjyd
z0<K1XEcR-hN`r5jY5Diz@b^CU7;gJO67C(FyhbecZet+Y9@O0)R*R=N8FZRpaupf%
zGXW##;U)i4uTPL$l}j=}@|WpH0;tYU{?UKDuNHvL_`b4C>e5|kfsu^xj1*hQQphTI
zoqD{n@IYaTpZ9s?2Q<jFWASV3Yln>h$;qR?&6~In57}q7A%@+_&H&|SQ+$W-fmi>6
zeMOo_sUHKr>LUdA%dic@++@DJ<0(neRxfN-_q8gtofllpmc~C83pkfMR#so~>^ejQ
zRmXME4s5x+AMs{G{Dpm!(X_U1;rKFqH*uFI32mG~nJ0R!ohR47Cna~ox;;i#KZl>1
zWCG^tj_t7~_?}K2)5G4j2?{+GN;HKvfmr_r`y$h}NK*w2zU3q5{yXgJx^G9}fXLaT
zT$Kt-IZL`(4S+Fcg4~|{y$kM8zi#f~eL;QycEt1Zb~V+OMK23U|3E%98UKFSZyt4#
zMfsdR&H11)0jat`uPMxV?|?qJIsNcVEqcpOm~IN!nsra6<DN2s;h$wMSEhf#zU`NF
z&RlXycN;yHXZRIraKEC9CW-G={KnnA`Pnr*Fi7Aqj>*uKWu=6F{)K%H{=&X+EPr8N
z!yiFLpIxU6sI-LwsOmn)duwD(1nxC&aKso&ukUTrUia&yhVnWqG~C}Hy;NWGr+r%b
zH`rIR+1UJS$q?WhYx)s0$Z|yukDIgF-GeaPa4MCNEgyn3xlTfJ&$5N1e6j0NPjGnl
zjI5dgU0{GPKJmpux-}OZf(s`*Cug}m3h8XU=O(hK2=6*OFZyd9k(b`(vkp?QV?%Ki
z!duD5!?6*SYtfCkg&7<^wO|49Fv2_JQxYMs1=S4x(N}fhDWkCIm~lbS_lf+^`jr9q
z5Xtv8irsbz<@dcVlXxuXoT9Q7pU_rOrh<M@6O77mi4xwWZbN{@3~?2jRk@o~kxy+i
zP=Fx2T)Y4yMc(w$e76rm*E$%*j!5VIR=ODH#)I~pa&hdv!pN>an!>z$;YRf_!(kD`
zPILj+{hffY4p=3z)NP!rw&|6)Y(s)R4<*ueXx>YxJebL@AHnGF6ni^I=w*%6hHX*X
zqXLsxY5xZMu2GmbZ9{Zs&i6if745Lezi7iH$OrXlmcG?PFZ>7W8|T~`oj{fp_vZFV
zv5W7mAH8`!pIlBh$=xoIa|IT5Dzyw`O+HDWAP6lJ*to3r{aby&rz1^x8MNWI77?^U
zzN1l*Q2L|E>Lfv_+ge`qy~Isv{#nrkMb)<eUT!fh#0X~?Ui7>{`?t9U*M2_u%7o(F
zjQO3PSfSNjh;UV}$9kct_AG&8+zHo8#qHARkw23#DRT>t5ttH6+1J&=3VF*R_~7k6
zl~i#E!g{GCi=9a-@o3H}Ya6&w5XFd5iX`$(DmO+#8S-YM(h$nstv$i;MkfDS_bmq3
z?-0+cODqd<xQ4{!r*s6};=>piGbTas)KxzNu_I5m!SJA&R4IPNA^}rR%)DF2x@>%%
z-;7`BaWC^$`Q_+~0d4d{rmzkR7Jb`n&<8GK-ew$O<E&BlrCg(Goxuk~G-6g8#b2Ov
zaQqUk!%l!w6bn}*;mZOFn|+hwUZlL&f&~vUbytPGXf&qr3K}Y2Fjt0H#yR;@W6Bd2
z-6YG(d2jG&aoO~gX>xAzgBz!`y~<w1Q>Eg3So;{pTd2&>%%2M|<}p+bvy3K{mt;(E
zl%B*yKX-k{7ke=Lyo|lRwb2dxt2NToUSy?5p7;VjkYwZg758C|K{4^{3m4p7`*zNI
zS|F?^pQX}QWfF3#j1q)DvxrRtq7WIv$!;m+QkMk`Y*TRZDWM+Qj2VFsTTp;c$=frJ
z#2rCIm+}B2q29MgJ_BRO(eC9ss`+3PbFWiWjnSeSpC$grSb;%OBgHy1TOQr9dAj^W
z6|=f;s@f%t8l);&s`Csu!#=|rdoFuOdqNSJT-$GtXKg8pJ2BVAPi(I+?~ohg6W1G0
z*<Z>)?J8|7-iDmHLzdUyo>G6xo6o?{oE1T-hL^6gFS#Zk0cR}6vaIi2!9rv2=J7l|
zs{{O_8Fr*bq*hr*>!!W~ZDVacZ7Z*VPq9xKPZl>YH#jb!z8?f8^bK<LjJ5pcUPISq
zdu}7T8e`V=-a60~UGqvd1su!E{mVmX_Ge~iHtlQPF>dyBNONL9u|To(V98MPko}P5
z?hbggNF@q>iZ;qu3MfiZiu0I9#_f^)%rv~dC=dY|TcNrz!wex1G(ecm(PdMSZ1CLU
zo4S+@u5PTZT_G`~`9=8qkIZeKIX7YPwr%N^#N#LC9*au}0FEIo$f3{96M|)nj4_tO
zBD{j~WH{s-kyTrQyqU`)pfQF0J!SS0@t(p*njl|J<y>X|SAQ}c8bf(Paw1B>)k7l5
zu){D6>T3GKLH^UHcXYp>EC&ovyzdAfzp{7myg<kDgdZ}0UEc>*4%Sq;H91OouOf;W
z@zSdYxs@~#u-TYKS{JcpV+z~YTP9)W8vjV!Qd{3^tyl3A-wouA(T&%Q!+zwxHIi0T
z62-`;5vmcfq{O7VB$T8t4BtUqwXoVu^ZWC3)1Fc`n$w<S)1Fmss8)JNc4|^PPbxdY
zgbvtK+!Q$)JJJPLt0_*b@wy`AMK(V`MxX=24UQyP2I(EGa;I;uFBkVa_a@@i=;Ko%
z%V;)R5)gN(<r6})cej!YbJ$O7^{UvZ%-ljE#G1wG@Q{n{W%4;4uV<g@`e;v0JW&j&
z?+Y1({^)Q<_76gq7%08ao1!wrxk9YXsXNQRBR1EcPGecjK#bF5p%g##TexRF9gmXw
zv%QR;3V;JGm&45=Xn!gsWibkR4GeY1?<hnISn;L$Igbvt#WzFHhGK=Fmn_7$E8atK
zr@=S^7`E2PRI6oxyH{8jbM$VxCs_mS3LU<uF_g2%my~(;mlc8WsCZ<gfTpporX4h5
z2fy35d<RnC&f$p^7wMWKyUE6c6g?O3H_MF-;LW}Ky3fS=Q8TT}#6D^6gWdYYVe8xj
zG8us&dmBqVh&tNIk$<d?tLtfrc}0qQNTJqnQ9?3J179S5qIwzqJ0`U}y^?u^!#%ws
zoz0LpL-+=xZkxm+jb;vLxz?SdWp<A$q+E55dUr%(?Iyt`P$u7ceYdh&@aQ`6V!gra
z!uzhnF;FPcbRIbxH!a)t<e+z;u3r8{VWpa6L1Ac`W!YgF<_ztOWxINo;O(cs`~TC}
zSw_Xtv~NBH0>M4FLkMm&3{J4%?j9hx2X}`AcL=V*VSwPy;6AtocXx(ho9B6V-?RVZ
z!)~Ac(C6y9yRMScRrTRMzw;0I)0R!A*-QSg6YBiAVKB;0x4`5b?x&X9E*vd{@lIJV
zF+r#3Jd)FzG7S9*9<x)WkwPdq=!~h{-{p*7`(DDG+#o=49k*r;%8p1L=nW&a0h0*@
zu^Ay91+%RIB13+j;U7`+Qy_J8Le9v%;a5fBGD0rFFT!)MPW+7tG3mfKGDg(B$(%!h
zZy~g)FWtI{Qc>Kx0I3*UYj(wfyKCgB$hB(*JV?S_x&ulg(TrBbV!-JfxTw9*laG?`
zF|T@Bu-7qRxIr8U=4*0*{8tr(;YNhf*z=?mkbVvv-A=<Z!4F2Vk$r@%DGvwKHc^i5
zm=bmM^B7AeFG)j8QooSB8yf9ZNR7-KJY?-<O${uW$Daa|sC6RB^`m7-8t~$JZP?DE
zdYMo($~~>~WcW95P}uUk>F<(;VG|rSlr>qAN0^*%DS}G!_w|w?!rN?@ny~cp$fQFO
zEt2rm<Exu;LD`RAAGn^H+6@egI!5@ENRP#ReW;g)Z>lNgeO>*@rkSpzj<EPgqQUt`
zg#2R);Dle+p0DoXZpJKKLo*ADmHk7sg5CD0JXL$e&Zqe|MUSm*8?uVsCY-JX1T_>V
z`42L$KKX<SsZvzLKrdZLgnEp%n4fVdwhYgz&fxU&6iv*`pr@1B#sS_bI^BV=IqwFY
z&hk=ulCD5))h9;7akqm67{*ftUvvoA?1A5GW3_B^#@MGuC?upb<Us39U-$L?FD~Xl
zYV`txF&*%`SrtDWGDzN?wRen8!Ah6kgyA;Q9hI+^VWm&k?S;<+!4uPS)N`2OTF0TA
z3SM&$`A1opX!{q6O-Y#Y6Vh|Sb1&N^Q!DXJC$?`!_8R?N%mbdV{I_l*L5WjQ=wT}g
z<7a-;QsGWto)=+8Y^0M#rKP1MdZwj$o_oEXB|;+E#VLE6*ZeTW2lK*`(lW%E;^vYQ
z&$JbF#hI4<{a-w7@7bm!uF%?A3_^Rg0t*wF<O^(y(S{vygd!6hQB0*Z!NhDP=t7Je
zTu&i>d71U=qV-bf-SiAJI-Ms)u*lMe0|=oiVbMEb^i$)~gR-iR#8ck_h`y0HnUjyC
zdvLPNe)$<TwUB9r`>5?xNZje2%GME~Xzp9iak;BH-Ir(rgt{J#?~j)S{9^P0qAEQu
ze5%*FR%@I7P)d<r(2>(oTm?0poV%!a@EIyv**@KOs~z)<7E+-IxmEqKT6w*h@Z)Lm
zg>6o9$@R3|l&2*`i*sxju93j6kK&9y>-#@M-|kI!obfeY@-H15e(qQ&5W{y!0)fKo
zA_AdBX9!PU%+Ccd`&Q2a>ou2(9^XHm#=2_p=aJ3Gdvg6O*Zl#%D00kXn_@R3cFiuh
zJTb5)@3AFeFbFzWX~y&z5O%@*sd_KlQmzjzb*U_CPFayEgC2R}3cg1oa|yDW{#Loy
z?rHK<@m5n#AQ&{G`x)21Z*;jk!ClgBJNLn*{hQxF!#O+o7>&DAP*GQe<i#6-@P;j@
zKxju-8BFrQM1RU9Yk+?b>WNmhMuKJ;>MW)!#vc^ZH8(LoF*5;)wcN989F4VILsZAq
zD21u{(wmkhc!ZlxrdgT^g{?w%t>Sc0S!ApSch9vSgoF~t*KRKs9_+Z2qw<&C0VI$M
z2E*ZxZCVt?!BORGOrKtXiB{OJxX}FN&zf^Pj3`G!F+U0&_D^bQYK?o=!r4%gh%a1Y
z4c&xRKb>*N7TUBR9S*8!y={r=cy-$CrSrycBz)feiQ7+dSYvaZ>@0dwG)e_>2k-rr
zJHy4Cu3QUPW@Hs?rJP<CXH~qSdz!CvE!S4$o4z7@ntMBQUqWRCUQ`2?j83~h%KF6k
zN<EXa?%!WSeknit`zi^4_d(XZqWLA{Q}vYj6l9e8RI$z>mb<QetQ+o@4K_zB_Nh8v
zzpS(WF<y6kK<UEH9BO{|xL9<gtuaJUEH=X|_;R)sV)TtKP!LY|@O1z5Kv%@XF8YP*
zal^5xoYMnG<6ZXV{{Z^(yDLQ>zl!Q4@$Mub4x)gG;lB2N|2pvF>wxcx0U&rT({+v4
zA?&ZiURz+qO}yM2L5E_&S5Khmh>>P?FTU5cKsu&^!^wrG6_MOS7@Qz#eveWhswov@
z7mGnOLFW1X?N#tn4#8EZ&;-H%VftpShIT3uB5KE?LyQo%I;99-HHfip#XV3T?5OsT
z$yV3-Q(I#9PM+h*%f5?O$kAe?-lq*Oq>fi8eCJ8f3vFSDA1iprXuM|=ev0?Va57%B
z$4dP~trLXw5!ov^?+$YITH?8X&2b1ldD3GYSqo9ImYzXa3vOKHhi~-8Go#jMa#w^6
zuW28fvH>`YGhFi>g}c1Cm{Ci&PKf#U`Ny}duk0cGV2ODun~>W<U*TZeGi+};-X7N>
zTA}=ht~ii4gHvb~gB#XDx7(TE-FaJL43EII2#@&6uP;9kwh@za^yYBd+XDmvTHVig
z$!kA9B0mSxWjwBaLM~#M6ISGXZ1U^E@g`wje^&Z0&{y{s*+ER!;=%AoaHzoguVjbT
zSsaDg>fpM%WQV+29N*SHoYFy@qiYtph^p$~s=-M;=sHzR`Ve2T5`6Y#-gGSj-=^Uq
zZq{3C>|}5zGt>xq2QmAM?Y9GTXs$=lzbQp^$^N9Mc4o-M#_N7`CU}bAr=-YgbqGWJ
z+jBftNRcD2P!Q9Zw%*tA^~**S%}rDob!Ar_45t!u4dZMNtlF^F3LpXFfHvNGlYur#
zwCI@O{M@u(k~?U<e2VOdrF-zd*H89GGGZ|35pySuSyL7W?LSAz>Y+Ht%X(^|TO$&P
z*gX??a*m?&4(`~nhf%b4?rs_^hk5-zcc8BJxjCS=N1U!}cvA>>Vmgxe22*U(H<AhW
zj-NR#2k@VxKHzk8>%)L2efDR%4;UTv5zPyi!O#8Pf$mut+|#5&a4zA~o4twz3<nCa
zidBLiaXj+~xJ3<9L!<PC;L<<(L+Eo>>xAGQ3l-VF?j8|RvE=gh$z(gAZB|Elce7^I
z(;G?3;U)W%fmO+5rTPHw=q*Mm);=%459}U)o20+$IhhZ-z*)yt_+oyVNPpE2w}sm?
zb(71fNEixPCm{{s<-w6$KgJs!Gh!k|m2@QK4xuSw$=4C*j(LrVTBkEIDkuLB$QM2h
zb`QL{KDXQ2-d{g41MH;@;fG=+V9yH9sXzr90zsI=Ba!&qV1d$sGSxU;qukPy>m@a<
z&!$|mkI5y|pO1hns$?vx*1CBObVTtcCd@=e$>Ev%M#+q%LX;6Oq)A8(3;r(Ms^kTx
z^h$zzS&|+26T+JUT}Jk~cx9-MOjmd0vh%@-{JCYet_|9qCMT5})bW+`aJn*<l=zQ<
z;@23m<HfI0WK-r6zeKh^gg?R8a88Pq&mPUEq8xF*wQ+tGT&NBRcU@sUsa2W^&<42L
z$mPaTyz$ry+h!}334t~R4i68ODqYktX;l(J=$ol2ncJw>DscleBUo8Y95W;Ene)7|
zY>nJhM)Tw(IW!Y5-l&$$QKGsG@0gmaueI8QVX3(GGus#u<-KhfP%%Q2MP<^`N|fab
zd(uwoD(NCJYT94GXJ;?td<T?zV{Ed5ma#A>BjdqUZ*8L~!mkZ)&bJriM0#y#?~-y{
zPxf}v`eTKGQY7ANLQgq3vigfJL~0geV{{hoP4xcz(LFX2%j6JR#RilQ-wVXmim?SR
z8O_i?hsSBgp5Rr!Ynvp*W8R5PPnJJ+BJgx8Fe+|yOEq0Tea}SV`lR=mCSV@*X8n=>
zADC|iGSr1YSmGa;FQEoyvb{`bE$N$7<)XkLwQuCQuUJex)dQ;iW)XYn7St`WHDB$2
z2Mz8sG{oc$L%Y{drYw0FdwP^4WSJZRR&EDHEnu`^(c$i_J5-jREU!MP2#BgQf7DI=
znTE&xE@Jv+P;EJW$pTefISYRa&GnSb6~t5+wYDUT+8k4&2I(Ltjkqp)U!vA(McDei
zMsN95Z20t*jS8Rk-t3b$zOH3vO>K#~UPXbpIUXXPX*B(}O&y%6KIkyzK~VF6LF0rn
zO09;Cek1#*+<D9B&-mSS_$6cEjIm^~FUuS>{5&i*Qi0;7^TcL!)iogsOYv|mXvHXt
zKlLEThgLiR1-5L!3>cebBc#HDXFnOReEy60M4ZzNk67U;d&*(gllbJb6ME6~j02-|
zIyG?l+HlfgvBIKpiN%uV@fYzJ<+rJj(3a<M%SK5-bn_KGh~S|Wj61%*XxgF5Pa4u@
zF9GqflZN<IRjvEdIvM7!KRr7UlPf7g;O#5dMO=UasRd-TK!Gj8$+HPv=owgd(qZ-*
zm?6(;j*O03HRE6<^=f+NtlSz8<+*uCa$416Y*bySrgBI!4n|WrWdEF^mgU97INm~+
z6w}^5)E_&NA2M|L3@TmLklao@*cDGG!R18Oe|`L#B_Bknvf3TiX}=YsMw7<dn0|}!
zc*R<u$2BK?XAn@KA}G+sW2R8!F_OXiO<6z6nN@1*wb_WjgY*;=WG=l7ENkjc7&nH|
z&4?>6PC1iGXjiE~YTF*KW!gE7bxE-vlg5V48d{X<hZzGp&2u%RyJ0^)l9^)~&2A_+
z78gRT+DKg-Xcc@gxIFx-yd(cLb0jHFP1AB^B5A<v@}S3Sv}|W6ZC6+3LeCwawG2>&
z_o?<y`{4O2??v}!G>JL?KycINoXM#8M4NKsLr{7IBt2bnDk}BBj+{tnB?C9>6Zvu-
z3Jv3^5B0Wt8;x6<mrIgh0Ux4_!_|tAp3HI|hm9O;Y3EHewy4D6bf1~5yM67~UoqNu
z2>RrvCyO;GbM0{pd8Y1WTe!&T?jq4t1DhBs8<Zy04Qs@FUq3*<F}=)QOeK=w+!RaN
z;T2D|9kGccR4&Yrxdz%tjznh2N>Peqg{rNuO%wW*WL058mkywwi7R>y2cuV5KgZXs
z&$!)*1kmgdgG9I-;JN&}s)l@dfI1mnkAOR(oW5TElva?F;6$zyvlx87iDMGtWtyBc
zvfTOcM#8k<BcFZK*zI1KUx14TKwUrtQKxz=Q6Kt&-Bs1~s^ijJHow6DzQ~r8=lDqJ
z+i95T{OczCi0>2CHnSEHrjP~8F^JsdGSmbGVYF6V4z;#WGXq_=!G@6MiZ3NBd>9@w
z3F@4P?9wI){k}NKg!CN)@6P+C?}_M}&tX(uj%)cy<e_si72hzP$@QsM=CDui_LFgW
z`@i>7$>X*b6iO5lH2MA~iqHWPRvGInTt(bfj)qg32TF@k%KPyH%{8;C`fSZb=uij>
zX>+9S8S&m3;s^qUA%qVgN|@2l4JMGE$GP!`y`58j9V!8iU*THAGobD8Ce~F-M@VJK
z5?rM3M3BmzV^Hg&;On%!cfNPM&yGbzH6l5fCzQVd<pM{F<~X&Y$!&i4z$1v-H{zNp
zQ)G7wc@;jQU1z_bpFq;RRJeivhvQ4z^->GTJ_jEHri%t==lpsf&w(_%a6ex(;UlbC
zHakJ^eab>|B65_2IAvXAyVWPz2YIxDL7(KM$(}meZFd5g)F7_n!{zr<;p=RSw!KB1
zdAOoA5JF@(AY-Uqee7MwnS%E>ACf_i;J)Dyb7iWE;7zQNeq<PmT{q@Awd^MknfMEq
z?9ObOh0xB&Gg6xX#g8D;*wujt)Y7;FIejpNLcjT5dww|!$)Fjy*M{O=`>Q6#=S()0
z-4gqyrbpd-Ls};;3*=0TB20f~@F4vV9XruUKvOY9W&Q<4{Ex6Ttma%$eV_YLK#(KC
zO2E{bkzSPjy6;_7^%SlC?=!SfIWS#xbJPrVo~b;(ZE%c9Xo%J{v__q`Sa0jen|4*E
zO3bR9PujZldJ<_`K*MQ(+}dxTJ#w}XxviTD#W)xB^Q1AyNMVxRdp=!^G9$rOlq4m~
zj!0=Rx@(-C<eGV-IMZyRfrd>GS&u4Byo11-O+gr~bR!06m_E`TatjkQc(b}1L}~V^
z+6H0RWNNPtE$dTDp|1d5*`(-Kbx($%qYlQZcO;3c?g$iP^cVZyRDSWoW!&ogWsvFh
z1B7cwm)c)VzcPQ-dWvvaUe?VlzO`+zn^@XcJOC2P)M&B4<nC(u<f8Zvx0n>;rvq!n
zfzrIltQWaZ;P4r}O$g8;kXWMJ%<0}q$+RO|!wI#uav6Q_jNL2or<tPiEaL|olMZp8
zUZ|(O5APGold$o)ALdygyv_J^?vF-f?#J6e^OYAxFQ)sSFe-XibIpM{aOf8A;fW{w
z5dr_N$A@Qfxrdf|EAwl3rT1a1B^v5n90--^cn+#f(#l$3<th2sB8Z!Ohp?^Ay}fpV
z_<J?_+w1n!<^C2vB9-{EgjXAzi@&sdsF8<ZrKL>#Gnh{YD!oVszBA{;Em<$TSx*s8
zCOBpa#EL`rzFXMYWx>I9EehD7sW0z{#7ZjPcJ8&W5d6~1A!oZ91s7%qC*rLZ%o-2C
z8vCYO4rg#va-)Z>`eq-#4l5@uZ>M?doxq|D`P1ff(g+ed&X%%0CE*}abs@S)EYQ>v
z{6=|~mh9Ck7FF_HMXSR^0+>z(O4)M#rfY-X5IM+i8W<JOWl;bEO{?$h?z~x-l@L~s
zIxDnp&Mkyh=B4v%rkXjcss**AhPRN+O*3AV0T?3(%o->$m$qs;_ZR>rokBCx(pTAv
zDzO>bAFZX3rA`v!Gmg^5xyltZb{oR8)_?xqDZE-GR_SUm9k<8dD_1HOT}VC_W7+Sx
zTNxbWqY}c9?3Vh`oR43D(iU6S$Dn@55!N)LwqoG($!4_Wh~>@jq+_R{KG<cHwIq)8
z{`SE6+WaoPPr5`IvP?cj!S#+t%T+4blDPwypqTAW{Q|Tsw3FR<Y9b6Hdo6%>A(`X$
z9>2LL^c4wO7rFju_{I`&-oh@P@S_v}G!;}4g_HhDyIfJ*kciQ?VBDi7R!B&Cw}V%4
zN+3JlJ4*w4-zsLj+JjI=mm}?8=ke(hth94FS74jo6D(eas3H5wiDKmLGcI?RG}~(B
z+>yns=NYQC@O;z89aY6B;cDJa6tUMRQaY$M3<lOuXJh`o;f&S2Jf!f`W0YaMuiH5!
z<A;7nm?GVchuUgj4jOv(75;MQo9G1UP+?#b7FgLEv4M^6(Wgi!HRuQFsFYQu%9Qs^
zqIyPwh9A?5rZIbjMbXLzvX-U25G~~H3-(p?N;zVZGrSmBNI2MnsHz>o9UDaJ_*=V%
zA>X5B0~CM*nUlK$*Gzb8seYI2oNL_3#{pr|x^|GqB%i5p>*$;&cjCUehjXt{dY~bA
z0ZDpm84C1?7_u(CReLV*b$BpuO4*q*ATG2Ecp)VnrKC+ee8G6O;S1NkhE1O1b!Zog
z0OTpIb}LX+`Z&=t`$RPNC0_1uJ%Luj5@!PKQ99Jsm<r(6RQr3+S-6CHZ1QM@0f=DE
z;%VC9;Xbah;-Q!kti5cDQ5!dwt;O+V)7R54u`6kJ_G0U2vk#H;*m%B`SGksnQioE|
zuw&OQqb>ulu4g0H;pCm!PTu6aMF1Fgi3l0QMIFdCj9Ri+g!m8cs>WyF%!U{7Z(S-%
z$ytz;Fh8`L`Mn=zz@!Jz-4WCGnUAt<@shY|gw+&^>7r+?%xLHjs%Dds#(kIai#1#A
zPjMo-dwJfnB2>ci5)a_MeCpWIfU`z4Z&6;97mD<2|76|ZBp?7W84HWlM(PY11*Ni^
zfu!R1f=qbrkxg49o#1b(#LXd)>%(6nRI};8X=Jgg(0Wh9@3rc~Wj2y698_1zt9eP&
zHkM0)2pz8Sye&#9)3l!ld%A4Tr(N@Gr8x1l?({k_C(X{S`i9D@qe`VT*xp22e!BT`
z?tx1GvOi<`E#H<!@vC?$&?Kva39UdL3<*IackYAri5AX9`qt(aZ$b$0d0LWh_mW|T
zAUfgHhV8*g_nDoddI<;T(S@bP!;9jXp2HmyI$@Ocw(2hX=bIutzi3CGp^rgZT{`}`
zuKFpiaI&E6;i2JF&~4E*en<35Iv>@fZSj&;L;p{WmSfi`HPG~r@69ph<#y*s<^5ha
zladF<+o#h-9-fE*nX?T0*40PpTSm9h@o~u7ATv36T>Ht1UE0_Pq8RO+dY5POomV3X
zdYT;qSA?a_jonreDEF(UN3)k&ZvThowGV)q{BxR6%5=Yk6jH7%(ZkOIXEG`(@%~eF
zlfH*et-pAV&Gz*N?WuV+lQQ-@OWb^>XZN*U#W+{gfq#5ucPt=Er=@l6lKK%ED{HEw
zWpOFBjI~nZ=AZ<q`sSbM$0uswybk-Oo7P|zQtQUCvvbI`5|pC9P!(+WRJv2!uk846
zYQmNHW6`kmw(9Y?3Ffwc&+qXei=pKPw7(7uPuN`xX~}3sLA)tQnCpzFaK7OCVN}KE
zVR*IyAr)vN8tfwz2n4Y?UPLbPJpc4k>x^M@y&&~&s{IFnCG!sgD>h*+7s${24+4wd
zgDgJjLp*^{J%@qo1z!(C8}0c1_F!v9D+XE8e!Qls&zFQbDiII;3*wo3@EZk#D<_SM
zX2J;mMUoyZX6cI$3+)YCf?sdVXbO+WMHMudJ!=1h!204y5ce+vivUq7Yxr9m^*;!#
zx6%eQ20@CnRS}-=l3N4ZF^?EL^2;e0JlvEq`RPun4sGLa@gCQ(2EDLPqiASP<y+Z2
z6uRyQZW8EDnfiTXE~4oCs<s|!J2WqzY96TuLD)_KAUcY7oaC*N7a}TIt8{F}c@!U{
zgv7@j1GeN<xD&m(1`p#w!@dG^_DK(9@t8?Yep(kSruV>j#dzDSIB$Z%;U+@T=1eM&
z5~d?YkFXJ8loj}GJ#MKL`B~xncsd~l2G)9cJ-xuf!(il1+hn`KUfj2eHA&i@$&r?(
z*mL|nx}F5di3(}lU1s}>kd0P4h80e&X*5PMVGk7}OX;Roswr;Ya9fr2)Yc!9=XbG)
zh3w=Pxk!m3<cVT#I>plL40e9YNsYCR*(+^7Rw)S?5A|4v$XIf&GMUnEPUjJPN(7=S
z@m2I!e#)l!<kMN6FWTyewlNjf?0WCX7rs0&N9p27mJRf*@W5ROD7qMHB`8s?zYM=Y
zxv+w7+iO23#H6b`mZ0$1l9AbdCN~3ItBY^r9Q4oBCNSPI=_c9^d0n-O2$r6xbmV3!
zP9^cLQ4cz${UT=e%E3Nx&^M(Bna;1x)>+^?qcw@FPN|Nnj)8`+j2Z-N=xpl*yYg#q
zEY*h($29c1)%^Gxp%@t@`z6X=vtx8dC8nnJqO9<wUOJ&Nxer?Rxs;(zN20*suq>p#
z-qAE9;i6K*d6<c*Hfngd%E`@a1;$`<xB_SgQ`*a9dI>H291NEg9=Et2JstIzZLda?
zy2)46bJjmOqYSfnydka!XUNSY+kaC_PO)biV`_n@@YPq=8MHw(ga$dAddzY^;L<NK
z-^spBOlG69YVmbCm^Wr(#wIk+U+G_vvDr>G@-VHBZ?Oq6L9wB8wqCeC^@&Bq*^Fd(
z$LxZloeV0OjyH7AuV&^xu+JD>m^EV>Zou10+FI&MAy~3dP`!|;^xN&`M6F1-Mk9$5
zwH<y-z{cDHF(Ya@LcD;AzfIYaM!vM#9v*MWWwkL*EDM_7qO9L=>!nOU=_hEFlxc#t
z883JeL=UF}nnpAf+6x=i<a)JF_?z4TE<zTfD}*Xe&oz_Cg{IvpTTu->tVy>FEDS6~
z!#{e)(%K7??F!NzxlukmqoQ*B-1$4>itGQAc*V)X{Xf#y;)bmt>{t@FzrwY@N32O^
zG{Tu!Oyaff1vNjukR&b&)Ol0WdbX;W<)~l$J`gg}Hlio7dr-}}D0a2ushuCDL9*?z
zCrOW8=|1&=mf;=Cqv+L8Wi>U*h9|LrYm%jxGTsZQS24zlJlI3&5&u;D>Hv?=)((6p
zFc)wLU9>-%aQ`Bq9oWsyBM7=F+{dDhw`IaVSX5lfxjTfVGK<P&oB?VydFDUlS&yJg
zV27!Sp5rMnOceWF)09<KJXn#soQk@U7CA~g8}VTm5-BIMlcl=KnSZB&M(f`k#b<uO
zxD~(8csHJ^l|o_JY#P1gR_gNAr#qB^Uq9Kda@>0Kyz1K^v<Zvg5qldzUw~e@YT?CS
zwsQ}!ZxwI<cPG1lHZ?<Gr{n^lu>bd><OTw{fRtvG|J68vl>d2S_g{?z2>3(e;9&=F
z|E=+I{iSgLc>dA=?0<g`0O0sb19JQw3*`Mf7R32iIbJT%U;cQxIsWv=#lyk=XDrw6
zdO?3_+`zvz9-covbMbO;a{i$KIk`c9)(hn1<^Ho?AlKhsfLy=F=P!+im-i11#LmI}
zrxy@A5cH=P5IczDZ;hAdPk+BlasJs}9xfo)pRqi@JL~Uqyu5#D04~5^u>c^?pJT)e
z0&@LdZFBx?WNBmi`Jcans->stKU0@Y#opeTlIuU&j{hbna{TWcHz#MK&(8nOab6G)
NFE<JuorL0t{{`GQ(Ru&?

diff --git a/fluidfft/fluidfft_paper.tex b/fluidfft/fluidfft_paper.tex
--- a/fluidfft/fluidfft_paper.tex
+++ b/fluidfft/fluidfft_paper.tex
@@ -75,7 +75,7 @@
 % useful for.}
 
 Free and open-source library. Python. Fast Fourier Transform, Distributed, MPI,
-GPU.
+GPU.%
 
 \section*{Introduction}
 
@@ -84,17 +84,18 @@
 % articles. A short comparison with software which implements similar
 % functionality should be included in this section. }
 
-Fast Fourier transforms (FFT) are useful for many applications,
-such as signal processing, numerical simulations and scientific computing in
-general.  There are many good libraries to perform FFT, in particular the
-\emph{de-facto} standard FFTW. A new challenge is to efficiently scale FFT on
-clusters with the memory distributed over a large number of cores. This is
-imperative to solve big problems faster and when the arrays do not fit in the
-memory of single computational node. A problem is that for one-dimensional FFT,
-all the data has to be located in the memory of the on clusters with the memory
+Fast Fourier transforms (FFT) are useful for many applications, such as signal
+processing, numerical simulations and scientific computing in general.  There
+are many good libraries to perform FFT, in particular the \emph{de-facto}
+standard FFTW.\@ A new challenge is to efficiently scale FFT on clusters with
+the memory distributed over a large number of cores. This is imperative to
+solve big problems faster and when the arrays do not fit in the memory of
+single computational node. A problem is that for one-dimensional FFT, all the
+data has to be located in the memory of the on clusters with the memory
 distributed over a large number of cores. A problem is that for one-dimensional
-FFT, all the data has to be located in the memory of the process that perform the
-FFT, so a lot of communication between processes are needed for 2D and 3D FFT.
+FFT, all the data has to be located in the memory of the process that perform
+the FFT, so a lot of communication between processes are needed for 2D and 3D
+FFT.%
 
 There are two strategies to distribute the memory, the 1D (or \emph{slab})
 decomposition and the 2D (or \emph{pencil}) decomposition. The 1D decomposition
@@ -103,7 +104,7 @@
 contrast, this limitation is overcome by the 2D decomposition.
 
 Some of the well-known libraries are written in C, C++ and Fortran. \libpack{FFTW}
-supports MPI using 1D decomposition and hybrid parallelism using OpenMP. Other
+supports MPI using 1D decomposition and hybrid parallelism using OpenMP.\@ Other
 libraries, now implement the 2D decomposition: \libpack{pfft}, \libpack{p3dfft},
 \libpack{2decomp\&FFT} and so on. These libraries rely on MPI for the
 communications between processes, are optimized for supercomputers and scales well
@@ -184,10 +185,11 @@
 In the present article, we shall start by describe the implementation of
 \fluidpack{fft} including its design aspects, the code organization.
 Thereafter, we shall compare the performance of different classes in
-\fluidpack{fft} in two high performance computing clusters, and describe
-microbenchmarks of the critical functions in . Finally, we show how we test
-and maintain the quality of the code base through continuous integration and
-mention some possible applications of \fluidpack{fft}.
+\fluidpack{fft} in two high performance computing clusters, and also describe
+using microbenchmarks how a Python function can be optimized to be as fast as
+Fortran. Finally, we show how we test and maintain the quality of the code
+base through continuous integration and mention some possible applications of
+\fluidpack{fft}.
 
 \section*{Implementation and architecture}
 
@@ -211,20 +213,6 @@
 
 \subsection*{C++ API}
 
-The C++ API is implemented as a hierarchy of classes as shown in
-Fig.~\ref{fig:classes}. By utilizing inheritance the classes share the same
-function names and syntax defined in the \emph{base} classes. Some examples of
-such functions are:
-
-\begin{itemize}
-
-
-\begin{itemize}
-  \item \codeinline{are\_parameters\_bad}: Verifies whether the global array
-    shape cannot be decomposed with the number of MPI processes available. If
-    the parameters are compatible returns \codeinline{false}.
-\end{itemize}
-
 \begin{figure}[htp]
   \centering
   \includegraphics[width=\linewidth]{Pyfig/fig_classes}
@@ -234,7 +222,44 @@
   }\label{fig:classes}
 \end{figure}
 
-Let us illustrate with a trivial example, in which we initialize the FFT with a
+The C++ API is implemented as a hierarchy of classes as shown in
+Fig.~\ref{fig:classes}.
+%
+The naming convention used for the classes (\codeinline{<Type of
+FFT>With<Name of Library>}) is a cue for how these are function internally.
+%
+By utilizing inheritance the classes share the same function names and syntax
+defined in the \emph{base} classes, shown in white boxes in
+Fig.~\ref{fig:classes}. Some examples of such functions are:
+
+\begin{itemize}
+  \item \codeinline{alloc\_array\_X}: Allocates array to store a physical array
+    with real datatype for the current process.
+  \item \codeinline{alloc\_array\_K}: Allocates array to store a spectral array
+    with complex datatype  for the current process.
+  \item \codeinline{init\_array\_X\_random}: Allocates and initializes a physical
+    array with random values.
+  \item \codeinline{test}: Run tests for a class by comparing mean and mean energy
+    values in an array before and after a set of \codeinline{fft} and
+    \codeinline{ifft} calls.
+  \item \codeinline{bench}: Benchmark the \codeinline{fft} and
+    \codeinline{ifft} methods for certain number of iterations.
+\end{itemize}
+
+Remaining methods which are specific to a library are defined in the
+corresponding child classes, depicted in coloured boxes in
+Fig.~\ref{fig:classes}, for example:
+
+\begin{itemize}
+  \item \codeinline{are\_parameters\_bad}: Verifies whether the global array
+    shape can be decomposed with the number of MPI processes available or not.
+    If the parameters are compatible returns \codeinline{false}. This method is
+    called prior to initializing the class.
+  \item \codeinline{fft} and \codeinline{ifft}: Forward and inverse FFT
+    methods.
+\end{itemize}
+
+Let us illustrate with a trivial example, wherein we initialize the FFT with a
 random physical array, and perform a \codeinline{fft} and \codeinline{ifft}
 operation.
 \begin{minted}[fontsize=\footnotesize]{cpp}
@@ -245,8 +270,7 @@
 // #include <fft3dmpi_with_p3dfft.h>
 #include <mpi.h>
 
-int main(int argc, char **argv)
-{
+int main(int argc, char **argv) {
   int N0 = N1 = N2 = 32;
   // MPI-related
   int nb_procs = 4;
@@ -259,33 +283,33 @@
   FFT3DMPIWithFFTWMPI3D o(N0, N1, N2);
   // FFT3DMPIWithP3DFFT o(N0, N1, N2);
 
-  o.init_array_X_random(array_X);  // Initialize the physical array with random values
-  o.alloc_array_K(array_K);  // Allocate the spectral array in memory
-  o.fft(array_X, array_K);  // Forward FFT
-  o.ifft(array_K, array_X)  // Inverse FFT
+  o.init_array_X_random(array_X);
+  o.alloc_array_K(array_K);
+  o.fft(array_X, array_K);
+  o.ifft(array_K, array_X);
   MPI_Finalize();
   return 0;
 }
 \end{minted}
 
-As suggested in the comments, to switch the FFT library and the user only needs to
-change the header file and the class name. Another added advantage is that the
-user does not need to worry about the domain decomposition to declare and allocate
-the arrays. A few more helper functions are available with the FFT classes, such
-as functions to compute the mean value and energies in the array. These are
-illustrated with examples in the documentation.\footnote{
+As suggested in the comments above, to switch the FFT library and the user only
+needs to change the header file and the class name. Another added advantage is
+that the user does not need to worry about the domain decomposition to declare
+and allocate the arrays. A few more helper functions are available with the FFT
+classes, such as functions to compute the mean value and energies in the array.
+These are illustrated with examples in the documentation.\footnote{%
 \url{https://fluidfft.readthedocs.io/en/latest/examples/cpp.html}}.
 
 Detailed information related to the C++ classes and its member functions can be
-found in the online documentation\footnote{
+found in the online documentation\footnote{%
   \url{https://fluidfft.readthedocs.io/en/latest/doxygen/index.html}}.
 
 \subsection*{Python API}
 Similar to other packages in the FluidDyn project, \fluidpack{fft} also uses an
-object-oriented approach to implement the FFT classes.
+object-oriented approach to implement the FFT libraries.
 %
-This is in contrast with the approach taken by \pack{numpy.fft} and \pack
-{scipy.fftpack}, wherein the user has to figure out from the documentation the
+This is in contrast with the approach taken by \pack{numpy.fft} and \pack{%
+scipy.fftpack}, wherein the user has to figure out from the documentation the
 procedure to design the input values and to use the return values while using the
 FFT and inverse FFT functions. The Python API wraps all the functionalities of its
 C++ counterpart and offers a more richer experience through an accompanying
@@ -330,98 +354,148 @@
 
 A parallelized version of the above code will work out of the box, simply by
 replacing the FFT class with an MPI-based FFT class, for eg.
-\codeinline{fft2d.with\_fftwmpi2d}. Even if one finds the available methods
-in the operator class to be lacking one can inherit the class and create a
-new method, for instance using the wavenumber arrays, \codeinline{oper.KX}
-and \codeinline{oper.KY}. Arguably, a similar implementation with other
-available packages would require the know-how on how FFT arrays are allocated
-in the memory, normalized, decomposed in parallel and so on. A more detailed
-introduction on how to use \fluidpack{fft} and available functions can be
-found in the
-tutorials\footnote{\url{https://fluidfft.readthedocs.io/en/latest/tutorials.html}}.
+\codeinline{fft2d.with\_fftwmpi2d}. Even if one finds the available methods in
+the operator class to be lacking one can inherit the class and create a new
+method, for instance using the wavenumber arrays, \codeinline{oper.KX} and
+\codeinline{oper.KY}. Arguably, a similar implementation with other available
+packages would require the know-how on how FFT arrays are allocated in the
+memory, normalized, decomposed in parallel and so on. A more detailed
+introduction on how to use \fluidpack{fft} and available functions can be found
+in the
+tutorials\footnote{\url{%
+  https://fluidfft.readthedocs.io/en/latest/tutorials.html}}.
 
+Thus, we have demonstrated how, by using \fluidpack{fft}, a developer can
+easily switch between FFT libraries.
+%
 Let us now turn our attention to how the code is organized. We shall also describe
-how the source code is built, and linked with the supported FFT libraries.
+how the source code is built, and linked with the supported libraries.
 
 \subsection*{Code organization}
-These classes unify the supported libraries by sharing method
-names. This forms an API with which, a developer can easily switch between
-FFT libraries, and not be dependent on simply one implementation.
-
-Layers:
-\begin{itemize}
-
-\item One C++ class per method forming a hierarchy of C++ classes as shown in
-Fig.~\ref{fig:classes}.
-
-\item Cython wrappers of the C++ classes with their unit test functions. The
-Cython \codeinline{.pyx} and \codeinline{.pxd} files are produced from
-template files (specialized for the 2d and 3d cases) using the template
-library \href{http://www.makotemplates.org/}{\pack{mako}}.
-
-\item Python operators classes (2d and 3d) to write code independently of the
-library used for the computation of the FFT + their unit test functions.
-
-\item Pythran functions to speedup critical code. We will show in the
-following subsection that we reach the performance of the equivalent Fortran
-code.
-
-\item command-line utilities (\codeinline{fluidfft-bench} and
-\codeinline{fluidfft-bench-analysis}).
-
-\end{itemize}
-
 \begin{figure}[htp]
   \centering
-  \includegraphics[width=\linewidth]{Pyfig/fig_build_use}
+  \includegraphics[width=0.96\linewidth]{Pyfig/fig_build_use}
   \caption{Flowchart illustrating how the C++ and Python API are built and used
   for one particular class, viz. \codeinline{FFT2DMPIWithFFTWMPI2D}. The dotted
   arrows in C++ part stand for include statements, demonstrating the class
   hierarchy and in the Python part indicate how different codes are imported. On
   the bottom, a smaller flowchart demonstrates how to use the API by writing user
   code.
-  }
-  \label{fig:build_use}
+  }\label{fig:build_use}
 \end{figure}
 
+The internal architecture of \fluidpack{fft} can be visualized as layers.
+Through Fig.~\ref{fig:build_use}, we can see how these layers are linked together
+forming the  API for C++ and Python development. For simplicity, only one FFT
+class is depicted in the figure, namely \codeinline{FFT2DMPIWithFFTWMPI2D},
+which wraps \libpack{FFTW}'s parallelized 2D FFT implementation. The C++ API is
+accessed by importing the appropriate header file and building the user code
+with a Makefile, an example of which is available \href{%
+  https://fluidfft.readthedocs.io/en/latest/examples/cpp.html}{%
+  in the documentation}.
+
+The Python API is built automatically when \fluidpack{fft} is
+installed\footnote{%
+\href{https://fluidfft.readthedocs.io/en/latest/install.html}{Detailed steps
+for installation} are provided in the documentation}
+%
+which executes the script \codeinline{setup.py}. It first generates the Cython
+source code as a pair \codeinline{.pyx} and \codeinline{.pxd} files defining a
+class wrapping its C++ counterpart\footnote{Uses an approach similar to
+  guidelines titled \href{%
+    https://cython.readthedocs.io/en/latest/src/userguide/wrapping_CPlusPlus.html}{%
+``Using C++ in Cython''}}.
+%
+The Cython files are produced from template files (specialized for the 2D and
+3D cases) using the template library \mako.
+%
+Thereafter, \pack{cython} generates C++ code with necessary Python bindings,
+which are then built in the form of extensions or dynamic libraries importable
+in pure Python code. All the built extensions are then installed as a Python
+package \fluidpack{fft}.
+
+A helper function \codeinline{fluidfft.import\_fft\_class} is provided with the
+package to simply import the FFT class. However, it is more convenient and
+recommended to use an operator class, as described in the example for Python
+API.\@ Although the operator classes can function as pure Python code, some of
+its critical methods can be optimized, if \pack{pythran} is available during
+installation of \fluidpack{fft}. We will show towards the end of this section
+that by using \pack{pythran}, we reach the performance of the equivalent
+Fortran code.
+
+To summarize, \fluidpack{fft} consists of the following layers:
+\begin{itemize}
+
+\item One C++ class per method derived from a hierarchy of C++ classes as shown
+  in Fig.~\ref{fig:classes}.
+
+\item Cython wrappers of the C++ classes with their unit test cases.
+
+\item Python operators classes (2D and 3D) to write code independently of the
+  library used for the computation of the FFT and with some mathematical helper
+  methods. These classes are accompanied by unit test cases.
+
+\item Pythran functions to speedup critical methods in the Python operators
+  classes.
+
+\end{itemize}
+
+Command-line utilities (\codeinline{fluidfft-bench} and
+\codeinline{fluidfft-bench-analysis}) are also provided with the
+\fluidpack{fft} installation to run benchmarks and plot the results. In the
+next subsection, we shall look at some results by making use of these
+utilities on two computing clusters.
+
 \subsection*{Performance}
 
-\subsubsection*{Scalability analysis using \codeinline{fluidfft-bench}}
+\subsubsection*{Scalability tests using \codeinline{fluidfft-bench}}
 
 % Simple!! Few cases. Few clusters. Figures obtained with
 % fluidfft-bench-analysis
 
+For every FFT classes available for the resolution and for the two tasks
+forward and inverse FFT, three different functions are used and compared (see
+the legend in subsequent figures):
+
+\begin{itemize}
+
+\item \codeinline{fft\_cpp}, \codeinline{ifft\_cpp} (continuous lines):
+  benchmark of the C++ function from the C++ code. An array (technically, a
+  pointer) is passed as an argument to store the result. No memory allocation
+  is performed inside the functions.
+
+\item \codeinline{fft\_as\_arg}, \codeinline{ifft\_as\_arg} (dashed lines):
+  benchmark of a Python method from Python. Similar to the C++ code, the second
+  argument of this method is an array to contain the result of the transform,
+  so no memory allocation is needed.
+
+\item \codeinline{fft\_return}, \codeinline{ifft\_return} (dotted lines):
+  benchmark of a Python method from Python. No array is provided to the
+  function to contain the result, and therefore a numpy array is created and
+  then returned by the function.  
+
+\end{itemize}
+
+The results\footnote{\url{%
+https://bitbucket.org/fluiddyn/fluidfft-bench-results}} are then plotted using
+\codeinline{fluidfft-bench-analysis}.
+
+
 \paragraph{Benchmarks on Occigen}
 
-Occigen is a GENCI-CINES HPC cluster
+\href{https://www.top500.org/system/178465}{Occigen} is a GENCI-CINES HPC
+cluster.
 
-https://www.top500.org/system/178465
 
 \begin{figure}[htp]
 \centering
 \includegraphics[width=\linewidth]{tmp/fig_occigen_384x1152x1152}
-\caption{Speedup computed from the median of the elapsed times for 3d fft
+\caption{Speedup computed from the median of the elapsed times for 3D fft
 (384$\times$1152$\times$1152, left: fft and right: ifft) on Occigen.}
 \label{fig:occigen384x1152x1152}
 \end{figure}
 
 
-For every FFT classes available for the resolution and for the two tasks fft and
-ifft, three functions are used and compared (see the legends):
-
-\begin{itemize}
-\item ``fft\_cpp'' (continuous lines): benchmark of the C++ function from the C++
-code. No memory allocation.
-
-\item ``fft\_as\_arg'' (dashed lines): benchmark of a Python method
-\codeinline{fft\_as\_arg} from Python.  As for the C++ code, the second
-argument of this method is an array to contain the result of the transform, so
-no memory allocation is needed.
-
-\item "fft\_return" (dotted lines): benchmark of a Python method
-\codeinline{fft} from Python. No array is provided to the function to contain
-the result so a numpy array is created and then returned by the function.
-\end{itemize}
 
 The fastest methods are fftw1d (which is limited to 96 cores) and p3dfft.
 
@@ -436,7 +510,7 @@
 \begin{figure}[htp]
 \centering
 \includegraphics[width=\linewidth]{tmp/fig_occigen_1152x1152x1152}
-\caption{Speedup computed from the median of the elapsed times for 3d fft
+\caption{Speedup computed from the median of the elapsed times for 3D fft
 (1152$\times$1152$\times$1152, left: fft and right: ifft) on Occigen.}
 \label{fig:occigen1152x1152x1152}
 \end{figure}
@@ -455,7 +529,7 @@
 \begin{figure}[htp]
 \centering
 \includegraphics[width=\linewidth]{tmp/fig_beskow_384x1152x1152}
-\caption{Speedup computed from the median of the elapsed times for 3d fft
+\caption{Speedup computed from the median of the elapsed times for 3D fft
 (384$\times$1152$\times$1152, left: fft and right: ifft) on Beskow.}
 \label{fig:beskow384x1152x1152}
 \end{figure}
@@ -463,7 +537,7 @@
 \begin{figure}[htp]
 \centering
 \includegraphics[width=\linewidth]{tmp/fig_beskow_1152x1152x1152}
-\caption{Speedup computed from the median of the elapsed times for 3d fft
+\caption{Speedup computed from the median of the elapsed times for 3D fft
 (1152$\times$1152$\times$1152, left: fft and right: ifft) on Beskow.}
 \label{fig:beskow1152x1152x1152}
 \end{figure}
diff --git a/jors.cls b/jors.cls
--- a/jors.cls
+++ b/jors.cls
@@ -112,7 +112,8 @@
 \newcommand{\scipy}{\codeinline{scipy}\xspace}
 
 \newcommand{\pack}[1]{\codeinline{#1}\xspace}
-% Override the PyPI url by using the optional 2nd argument
+
+\newcommand{\mako}{\href{http://www.makotemplates.org/}{\pack{mako}}}
 
 \newcommand{\libpack}[2][]{%
   \ifstrequal{#2}{FFTW}{%